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Top Instruments - DuckDB and Polars
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"id": "7ffccf35-ad3b-4f5e-8a7a-218366899e63", | |
"metadata": {}, | |
"source": [ | |
"## DuckDB Screener Table Creation" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 111, | |
"id": "9d55c52a-35d2-42f3-978b-8c616164a7da", | |
"metadata": { | |
"tags": [] | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "e57b211c73d745bbb750bc967119eea1", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"text/plain": [ | |
"FloatProgress(value=0.0, layout=Layout(width='auto'), style=ProgressStyle(bar_color='black'))" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
}, | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Total of rows loaded in table screener: 518380\n" | |
] | |
} | |
], | |
"source": [ | |
"import duckdb\n", | |
"import polars as pl\n", | |
"\n", | |
"conn = duckdb.connect()\n", | |
"\n", | |
"bucket_name = 'screener'\n", | |
"\n", | |
"conn.execute(\"INSTALL httpfs\")\n", | |
"conn.execute(\"LOAD httpfs\")\n", | |
"conn.execute(\"SET s3_region='us-east-1'\")\n", | |
"conn.execute(\"SET s3_url_style='path'\")\n", | |
"conn.execute(\"SET s3_endpoint='your-ip:9000'\")\n", | |
"conn.execute(\"SET s3_use_ssl=false\")\n", | |
"conn.execute(\"SET s3_access_key_id='user'\")\n", | |
"conn.execute(\"SET s3_secret_access_key='password'\")\n", | |
"conn.execute(f\"CREATE TABLE screener AS SELECT * FROM read_parquet('s3://{bucket_name}/screener.parquet/**/*.parquet')\")\n", | |
"\n", | |
"total_rows_result = conn.execute(\"SELECT COUNT(*) AS total_rows FROM screener\")\n", | |
"total_rows = total_rows_result.fetchone()[0]\n", | |
"print(f\"Total of rows loaded in table screener: {total_rows}\")" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "51a457fc-73f7-4b98-9cf0-c0b450afb442", | |
"metadata": {}, | |
"source": [ | |
"## Filter stocks (not penny, high volume, not big pct change)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 114, | |
"id": "68024f2e-373b-42ef-93a3-11f9021ebbc3", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"shape: (9_739, 6)\n", | |
"┌────────┬────────────┬────────────┬────────┬──────────────┬──────────────────┐\n", | |
"│ symbol ┆ date ┆ prev_close ┆ close ┆ daily_return ┆ daily_return_pct │\n", | |
"│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", | |
"│ str ┆ date ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", | |
"╞════════╪════════════╪════════════╪════════╪══════════════╪══════════════════╡\n", | |
"│ A.US ┆ 2024-01-17 ┆ 130.53 ┆ 128.12 ┆ -2.41 ┆ -0.018463 │\n", | |
"│ A.US ┆ 2024-01-18 ┆ 128.12 ┆ 130.46 ┆ 2.34 ┆ 0.018264 │\n", | |
"│ A.US ┆ 2024-01-19 ┆ 130.46 ┆ 131.22 ┆ 0.76 ┆ 0.005826 │\n", | |
"│ A.US ┆ 2024-01-22 ┆ 131.22 ┆ 132.55 ┆ 1.33 ┆ 0.010136 │\n", | |
"│ A.US ┆ 2024-01-23 ┆ 132.55 ┆ 131.64 ┆ -0.91 ┆ -0.006865 │\n", | |
"│ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", | |
"│ ZTS.US ┆ 2024-02-08 ┆ 197.09 ┆ 195.75 ┆ -1.34 ┆ -0.006799 │\n", | |
"│ ZTS.US ┆ 2024-02-09 ┆ 195.75 ┆ 197.32 ┆ 1.57 ┆ 0.00802 │\n", | |
"│ ZTS.US ┆ 2024-02-12 ┆ 197.32 ┆ 196.69 ┆ -0.63 ┆ -0.003193 │\n", | |
"│ ZTS.US ┆ 2024-02-13 ┆ 196.69 ┆ 183.49 ┆ -13.2 ┆ -0.067111 │\n", | |
"│ ZTS.US ┆ 2024-02-14 ┆ 183.49 ┆ 184.08 ┆ 0.59 ┆ 0.003215 │\n", | |
"└────────┴────────────┴────────────┴────────┴──────────────┴──────────────────┘\n" | |
] | |
} | |
], | |
"source": [ | |
"interval = \"1 MONTH\"\n", | |
"\n", | |
"df = conn.execute(f\"SELECT * FROM screener WHERE symbol LIKE '%.US' AND date > date_add(today(), - INTERVAL {interval})\").pl()\n", | |
"\n", | |
"df = df.with_columns(daily_return=pl.col(\"close\").diff(n=1))\n", | |
"df = df.sort([\"symbol\", \"date\"]).with_columns([\n", | |
" pl.col(\"close\").pct_change().over(\"symbol\").alias(\"daily_return_pct\")\n", | |
"])\n", | |
"\n", | |
"#print(df.filter(pl.col(\"symbol\")==\"NVDA.US\").select([\"symbol\", \"date\", \"prev_close\", \"close\", \"daily_return\", \"daily_return_pct\"]))\n", | |
"\n", | |
"\n", | |
"# Filter with average volume and pct_change less than the threshold\n", | |
"threshold = 0.2\n", | |
"min_volume = 600000\n", | |
"min_price = 1.0\n", | |
"df_filtered = df.filter((pl.col(\"volume\").mean().over(\"symbol\") > min_volume) & (pl.col(\"close\").mean().over(\"symbol\") > min_price) & (pl.col(\"daily_return_pct\") <= threshold))\n", | |
"df_symbols = df_filtered.group_by(\"symbol\").len()\n", | |
"symbols = df_symbols.select(pl.col(\"symbol\")).to_series().to_list()\n", | |
"\n", | |
"df = df.drop_nulls()\n", | |
"df = df.filter(pl.col(\"symbol\").is_in(symbols))\n", | |
"\n", | |
"print(df.select([pl.col(\"symbol\"), pl.col(\"date\"), pl.col(\"prev_close\"), pl.col(\"close\"), pl.col(\"daily_return\"), pl.col(\"daily_return_pct\")]))\n", | |
" " | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "e5d76634-9fc3-419f-95a7-f497831ddb4d", | |
"metadata": {}, | |
"source": [ | |
"## Top stocks by cumulative percent change" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 115, | |
"id": "7f57077c-c055-4a6b-b249-67fbcd69e4fb", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"('NVDA.US', 'RL.US', 'META.US', 'UBER.US', 'TPR.US', 'AMAT.US', 'ENPH.US', 'NFLX.US', 'LRCX.US', 'DIS.US')\n", | |
"shape: (21, 4)\n", | |
"┌────────┬──────────────┬──────────────────┬───────────────────┐\n", | |
"│ symbol ┆ daily_return ┆ daily_return_pct ┆ cum_daily_returns │\n", | |
"│ --- ┆ --- ┆ --- ┆ --- │\n", | |
"│ str ┆ f64 ┆ f64 ┆ f64 │\n", | |
"╞════════╪══════════════╪══════════════════╪═══════════════════╡\n", | |
"│ AMD.US ┆ 1.43 ┆ 0.009008 ┆ 0.900844 │\n", | |
"│ AMD.US ┆ 2.5 ┆ 0.015608 ┆ 2.475747 │\n", | |
"│ AMD.US ┆ 11.56 ┆ 0.071064 ┆ 9.758095 │\n", | |
"│ AMD.US ┆ -6.05 ┆ -0.034724 ┆ 5.946831 │\n", | |
"│ AMD.US ┆ 0.24 ┆ 0.001427 ┆ 6.098022 │\n", | |
"│ … ┆ … ┆ … ┆ … │\n", | |
"│ AMD.US ┆ -1.59 ┆ -0.009302 ┆ 6.683886 │\n", | |
"│ AMD.US ┆ 3.13 ┆ 0.018482 ┆ 8.655663 │\n", | |
"│ AMD.US ┆ -0.57 ┆ -0.003305 ┆ 8.296586 │\n", | |
"│ AMD.US ┆ -0.37 ┆ -0.002152 ┆ 8.0635 │\n", | |
"│ AMD.US ┆ 7.16 ┆ 0.04174 ┆ 12.57402 │\n", | |
"└────────┴──────────────┴──────────────────┴───────────────────┘\n" | |
] | |
}, | |
{ | |
"data": { | |
"text/plain": [ | |
"<Axes: xlabel='date'>" | |
] | |
}, | |
"execution_count": 115, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
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ClDLc7wjDdVhIjQRBBoOBXbt28cUXX1T5mCaXEXJQKTj+xtB6uW51LFy4ELPZXKHpgSRJqFQq8vLyKuwbFRVFeHg4d955J23btiUqKopDhw5V2Cc3N5c///wTk8nEggUL7NstFguLFi3ivffeq9b4dDodBQUFl2zPz88HwNXVtcL2Vq1a0apVK+677z5efvllQkND+fnnn2s1GyUIgiBcXm5qie0PMkCCDUuO4+CipnlYzS9aKAjC1Z0/f54NGzbYO/6q1Wo6depEfHw8mZmZ7Ny5kz179hAdHU3v3r3x9PSs3wFXkyGhgJzvjmMtMSN3VuE5JQJNC911n7egoIC9e/eyb98+DAYDBoOhysc2uUBIJpNVu0StrpnNZr755hs+/PBDhgwZUuG52267je+//55Ro0ZV2H7PPfcwY8aMCkHOxb7//nuaN2/On3/+WWH7xo0bmT17Nm+//bY9U1QV4eHhnD9/nvT09ApNFWJiYpDL5fa1oyoTHByMo6MjJSUlVb6eIAiCULNyUosBaNPZB6tF4uzBLNYsOMKtz3bGq7lzPY9OEJqOrKwsNm3axIkTJwBQKBR07dqVm266CScnJyRJ4vTp02zbto3k5GQOHDjAwYMHiYiIoHfv3vj7+9fzK7i6kph08v48AxYJlb8TnlMiUbpd3xSJtLQ0du3axbFjx7BarQB4enoSFRXFu+++W6VzNOyIoIlauXIleXl53HvvvZdkVsaPH8/ChQsvCYTuv/9+JkyYgJubW6XnXLhwIePHj7+kGUVQUBAzZ85k1apVjB079rJjevHFF0lJSbG36h4yZAht27Zl4sSJvP322/j7+3PkyBGeffZZHnroIXvnv1mzZlFaWsqIESMICgoiPz+fTz75BJPJVKFxhiAIglC3clJsH0Z5NncmelAgpXMPkXamgJXzDnHbzC641PGkZUFoagoKCtiyZQsHDx5EkiRkMhnR0dH079+/wv2cTCYjNDSU0NBQzp07x/bt2zl9+jSxsbHExsbSqlUr+vTpQ3BwMDJZ7a67U12SRaJgTQLF221rXjq088J9QihydfUqpeznu1A6uHPnThISEuzbg4KC6NmzJ6Ghofz93eEqn08EQg3QwoULGTx48CVBENgyQu+88w65ubkVtiuVSry8vCo93/79+zl8+DBfffXVJc+5uLgwZMgQFi5ceMVAKC0trcI6RkqlkvXr1/PSSy9x9913k5mZSVBQEPfddx/PP/+8fb9+/frx6aefMmXKFDIyMnB3d6djx46sX7+esLCwq74XgiAIQu3IvZAR8vR3RqlSMOLh9iz78AC5qSWs+OQQ457rjNbp0sY7giBcn9LSUrZv387evXsxm80AhIWFMWjQIHx8fK54bFBQEEFBQaSnp7Njxw6OHTvG2bNnOXv2LAEBAfTp04ewsDDk8vpvA2DVm8n54SSGU7YpHbrBLXAZ2OKa5gOZTCaOHj3Krl27yMrKAmwBYmRkJD179iQgIACrVWLL9yc5uvl8lc8rk66lr3MDUlhYiKurKwUFBeh0FesM9Xo9CQkJhISEoNWKT7YaI/EzFARBqHkWi5UvH9+C1SIx+e2e6Dxt3aiKcvX88X/7Kc4z4NvSlbFPdkB5jZ/cCoJQkdFoZM+ePWzfvt0+j6VFixYMHjyYFi1aXNM58/Ly2LlzJwcPHrQHVZ6envTp04d27dpVa9pDTTJll5GzNBZzVhkylRz320NxbOdd7fOUlpYSExPD3r177VMqyudO9ejRw545s1isbFh8nDP7MtGbSnh20ZhKY4P/EhkhQRAEQWhi8jNKsVokVFpFhRI4Fw8tox6LZtkHB0iPL2D9wliGPRCFXFH/ny4LQmNlsVg4ePAgmzdvprjYlon18fFh8ODBtGnT5rrK2dzd3Rk5ciT9+vVjz5497N27l5ycHP766y/++ecfevbsSadOnep0yRL96TxyfjiJVGZG4arGc0ok6oDqzTvMyclh165dHDp0yB7g6XQ6unfvTufOnSt8OG42Wlj71THOHc1BrpAx8M4IuLTJcqVEICQIgiAITUxu+fwgf6dLbsI8/Z0Z8XB7ls89RMLhbLb+dIp+d4U1uLkHgtDQWa1Wjh8/zqZNm+xTGtzc3BgwYADt2rWr0fI1Z2dnBg0aRO/evdm/fz+7du2isLCQdevWsWXLFrp37063bt1wcnKqsWtWpnhXKvkrzoIV1IEueE6OQKFTV+lYSZJISkpi165dnDx50r7d19eXXr16ERkZiUJRMUNt1JtZ/dkRUk7lo1DJGf5gO9xbVL2kVwRCgiAIgtDElHeM8/Cv/FNa/zZu3HxvBGu/PEbstlSc3DR0HRlSl0MUhEbt7NmzbNiwgbS0NAAcHR3p27cvXbp0qdVyNa1WS+/evenevTuHDx9mx44d5ObmsmXLFnbu3EmnTp3o2bPnZZtrXSvJYiV/RTwluy+83o4+uI9rg0x19WDPYrFw4sQJdu3aRUpKin17mzZt6NWr12WbQOhLTKyYd5jMxEJUWgUjZ7QnINS9WmstiUBIEARBEJoYe8e4gMt/Otyqow997whl60+n2LsiASc3DRG9G36bXkGoTykpKWzcuJH4+HjANp+lV69e9OzZ85rK08q7yVWXUqmkc+fOdOzYkRMnTrB9+3bS0tLYs2cPMTExtGvXjt69e1+1OUNVWEpM5H5/AkN8AchANzQYl37Nrzpug8HAgQMH2LNnj30dSoVCQXR0ND179sTb+/JzikoKDCyfe4jc1BI0TkrGPN4Bn6Dqr0kkAiFBEARBaGJyr5IRKteuf3OK8w0cWHuOzd/H4eiiJrh95R1KBaEpy87OZtOmTRw/fhwAuVxOl+hO9OrYA0e5Buv5MsoMxVgNFiS92fbVYMGqN1/4akEy/ud7g22bTCVHplUg1yhtX7VKZBrbV7lG8Z9tCmQXtsu1tv3btgyjbXhbEhIT2L59OwkJCRw+fJjDhw8TFhZGnz59CAwMvKbXbcooIfub41hy9MjUCjwmhuEQceWFXv+7ACrYMmZdu3ala9euODtf+fdSYU4Zy+ccoiCrDEedmjFPdMCzmnOQyolASBAEQRCaEKPeTGG2HrhyRqhcj7EtKc03cHJ3Ouu+OsbYpzri2/LS5R0EobGTLNZLghJb4HIhaDGY/w1QLnxfVFzM3rxYTpSdQ8LWiLm1xZfOhpa47HKgeNcJiq93XCYrksmKtch0XefRqhXcrA0ny9Gfw+Z44o1pxMXFERcXR4BzM7q1aE+IbwsUWtVlgyuZWmFvf112MpfcH08iGSwo3DV4TY1E5Xv53ymXWwC1Z8+eREdHo1JdfW5PXnoJy+ceojjPgIunlrFPdsDV2/Ga3xMRCAmCIAhCE5KXVgqAo06Ng/PVJzHLZDL6Tw6ntMhEUmwOqz49wrjnOuF+hRseofGTrBIWixWLyYrFLGE2WbCaJcym8m3/fjWXf3/RtvLtVvvzEgqlDJ2XA67eDui8HNB5aVGq6rc9u7nAQO4PJzGlFiOZrFU+zoCJI8pzHFMkY5HZjgu0eNHF3BJPybaoPDKQqS8EEpqLsjea/36vvGj7f75XK2xBkD1T9O/X8qDMqjcj6S0Vs00XnrcazGC2BWiS0RbgeaJlIBF0kgVxRHGOM4p0UoozWHb8bzyOORNtDiLE6oOcSub3XPSaLIVGkEAdosPz7rYoKvl9cqUFUHv16kWbNm2q3DQi+3wRy+ceoqzIhLuvI2Oe6ICz+/UtrSICIUEQBEFoQv5tlFD1QEahkDP0/kj++vggmeeKWDHvMLc93xkn17pryStcXXGegdMxGRgN5goBiMVkufC1sgDl0uDFYrZiNdfBMpMycHbT2IIibwdcLwqSXL0d0Dgpa7VbodVgJmdJLKa0korDUskvBCQXZUIufG9Rw+G808SkHcVgNgIQ4OlL/859CAoM+jeDolHaznMNi4fWNMlsrVByV/5nd72ZYEN7CgoK2J94lKOZp8ilmH/UsexXJNJB04o2kj8Kg4RVbwYrIIFksGAxWABw6uqL29hWyJQVg5mqLIBaHenxBaycfxhDqRmvQGdGP9YBxyp2o7sSEQgJgiAIQhNib51dzZp6tVbJyEei+eP/9lOQVcbK+Ye59elOqB3ErURDUJhdxh8fHKAk31DzJ5eBQilHqZIjV8pRKuUoVHIUSjkKpcz+Z2X5tst8NRksFGaXUZBVRmFWGSaDheI8A8V5BlJP519yWbWDEp2XFlfvi7JIFwImZw8t8usIMiSLZMsEpZUgd1bhNT0KpbsGmUaBrJJ1sywWC4cOHWLz5s0UFRUB4O3tzaBBgwgLa9jt5WVKuS1bc5l/8s74E0BbBl9YvHT37t0UlpWwtfQI+53O0nNgTzp37oJWqa4QSMlUcpQ+jhVee0lJCfv27btkAdTOnTvTvXv3a+pWl3wyl9ULjmI2WPBt6cqoR9ujcax6i+wrEb+9BEEQBKEJuZaMUDlHnZrRj0fz+/v7yU4uZs0XRxn1aDQKpVhwtT6VFBj4a+4hSvINuPo4ENjW49LgpEJgIkOpVCBXymzPqxRXDGjkClmN3+hLkkRZkenfwCjbFhwVXPi+tMCIscxMdnIx2cmXzrKRy2W4eNqCJN1FWaTygEmluXzJnSRJ5K88iz4uD5RyvKZefsFPSZI4ceIEGzduJCcnBwBXV1cGDBhA+/btr3ktIEmylRkay8y2h95y4euF78ssGPVmLGYrrTv74NXc5ZquUx2Ojo7069ePnj17cvDgQXbu3ElBQQEbNmxg27ZtdO3ale7du+PifelYqrMAanUkHM5i3VexWMxWAtu6M/yh9lf82VaXCIQaqGnTprF06VLA1gLRw8OD9u3bc+eddzJt2jT7P7zg4GCefPJJnnzySQAOHjzIq6++yt69eyksLMTX15fu3bvz6aef4uVVeaef/56j3Jw5c5gzZw6JiYmALcp/4403+PXXX0lNTcXFxYXIyEieffZZRo0aVSvvgyAIglCzclKvLSNUztXbkVGPRrPso4OcP5nHxqUnuHl6RIMoAWqK9CUmls89RGFWGTovLbc81Qln94ZfsiiTyXDUqXHUqSttvmEyWuzBUWG2noKsiwKmnDKsZsm+rTIOOvVFpXblAZMjOi8t1qNZlOxKAxl43BGGOrDyICMhIYENGzbY17ZxcHCgb9++dOrUGasJinIM/wYv5YGMPZj5T2Cjt2AoM2PSm21fyyxYrVUrPzywLonoQYF0GxVSo0HA5ajVarp3706XLl04evQoO3bsICsri+3bt7Nr1y46duxIr169cHd3JykpiZ07dxIXF2c/3s/Pj549e1a6AGp1nNqbzoYlJ5CsEiHRXgy9LwpFFdYlqg4RCDVgw4YNY/HixVgsFjIyMli7di1PPPEEv/32G8uXL79kQa7MzEwGDx7M6NGjWbduHW5ubiQkJLB8+XJKS0uvezwPPfQQe/fuZf78+URERJCTk8POnTvtn5AIgiAIDVtZkZGyQqPtBtDv2psd+ATpGP5AFKs+PcLpmAycXNX0Ht+mBkcqVIVRb2bFvMPkppbg6KpmzBMdG0UQVBUqtQJPf2c8K2nxbrVKlOQbKmSQ7BmlrDIMpWbKCm1/19PjCyoc66uU0c1JgUwmI9VVS2JcHq45euQKmT0Lk5OXyam0g+TrMwCQo8BVCsIppwWHfzBwYOn2mnuhMlvZqdpBgVqrROOgRKVVonFQoHJQUppvIPFoDof+TuLs/kz63RVGUNSV21PXFIVCQYcOHWjfvj2nTp1i+/btnD9/nn379rF//348PDwq3AOGhobSs2fPyy6AWh2x21LY/EMcSBDW3ZeBU8KRV1KyeL1EINSAaTQafH19AQgICKBTp0706NGDQYMGsWTJEu67774K++/cuZPCwkK+/vpre5AUEhLCwIEDa2Q8K1asYO7cuYwYMQKwZZI6d+5cI+cWBEEQal95NuhqpUNV0SLSk4FTwtmw5ASHNiTj5Kahw+AWNTFMoQrMJgurFxwlM7HQtqDkEx1w9Xao72HVCblchouHFhcPLQFh7pc8ry+pvOTOmllKJ6sVmUxGgsHCkcQiSCyyH2dRlFHinIjBwTa5H0mGttQPp5IWyK1qDFTsKqdUy1E7KC8EMkrUWoUtkHFQotEqUTnYvr/4+Qr7OyhQaRRXDRoSj2az5cc4inL1rJx/mNZdfOgzoU2dNSuRy+WEh4cTFhbGuXPn2L59O2fOnCEnJ6fKC6BWx4H159j1x1kAovoF0PeO0FrLODe9QEiSwHT92ZFqUzlCDdTXDhw4kOjoaP74449LAiFfX1/MZjPLli1j/PjxNV7P6+vry+rVqxk3bhwuLrVfqyoIgiDUrJwU21wLz2uYH1SZsB5+lBQY2bXsLDt+O4OTq4Y2XZvVyLmFy7NYrKz/OpaUuDxUGgWjH+tQaeakqdI6qdA6qfAJ0tm3mfMNZH56CGuREUWQjha9A3DLtZXcZWfkkVJygryyRPtaQAFeLWnXugseHh4VApeLg5rayFBUJridF/5t3Ni7MoEjG5M5sy+T5OO59Ly1FRG9/eusLFUmkxEcHExwcDDp6emkp6fTunXrqy6AWlWSJLF3RQL7VicC0GloED1uaVmrjSiaXiBkKoV3/Ov+ui+lgrpm/uMJDw/nyJEjl2zv0aMHL730EnfddRcPPfQQ3bp1Y+DAgUyZMoVmza7/P6Yvv/ySu+++G09PT6Kjo+nTpw/jx4+nd+/e131uQRAEofblXuf8oMp0HNKC4nwDR/85z4Ylx3FwUdE83KPGzi9UJFklNn1zgoTD2SiUckbOaE+zYN3VD2zCrHozOUuOYS0yomzmiM/0SORaJRaLhd27dxN7ajMmk22x0tatWzNo0CD8/PzqedQVqbVK+oxvQ1g3X/757iRZSUVs/j6OuD3p9L8r/Jqan1wPX19fe9VSTZCsEtt/Pc2Rf84D0OOWlnQeFlxj578c0ealEZIk6bLR8dtvv016ejqff/45ERERfP7554SHh3P06NHrvm7fvn2Jj49n48aN3HbbbcTGxnLTTTfx5ptvXve5BUEQhNpXnhGqyZsmmUxGnwltaNXJG6tFYvXnR8lKLrr6gUK1SZLEtp9PcWpPBnK5jGEPRFVaGib8S7JI5PxwElN6KXIXFV4XgqCEhAQ+//xz/v77b0wmEwEBAUydOpVJkyY1uCDoYt4tXBg/szO9x7dGqVGQdqaAn9/ey57l8ZhNlvoe3jWxWqxs+vaEPQjqOzG0ToIgaIoZIZWjLTtTH9etISdOnCAkJOSyz3t6ejJhwgQmTJjA7Nmz6dixIx988IG9C91/6XQ6CgoKLtmen5+Pq2vFTi4qlYqbbrqJm266iRdeeIG33nqLN954g5kzZ6JWX//CVoIgCELtkCTp34xQDZdRyeUyBk+PoKzoMKmn81l5YcFVnVfTmLNSV/Ysj+folhSQwaDpbQluX3k3WMFGkiTyl5/BcCoPmcrWJrtMYWL976vsHxA7Ojpy8803Ex0dfc2tsOuaXCGnw+AWtOrkw9Yf40g8msO+1YmcudBMoXkjCo4tZit/L4rl7IEsZDIYOLUt4T3qLhBteoGQTFZjJWr1YdOmTRw9epSnnnqqSvur1WpatWplX9SqMuHh4cTExFyyPSYmhrCwsCuePyIiArPZjF6vF4GQIAhCA1aUo8dksCBXyHBtVvMBilKlYMTD7fjjgwPkppawYt5hbnuuM1rnmln4sKk7sP4c+9ecA6DfnWGEdq25sqQbVfH2FEr2pIMM3G5vw4Hzsfzz7T8YDLZFZ7t06cKgQYNwcGicAbuLh5YRM9pz9kAW2345RX5GKX99fJDwXn70Hte6wf/bMxktrP3iKEmxucgVMobcF0mrjj51OoamFwg1IgaDgfT09Arts2fPns2oUaOYMmXKJfuvXLmSn376iYkTJxIaGookSaxYsYLVq1ezePFi+37h4eHMnj2bW2+9FYCnn36a3r1788YbbzB+/HgAfv/9d9auXcvOnTvtx/Xv358777yTLl264OnpyfHjx3nppZcYMGAAOp2oTxYEQWjIyrNB7r5OKGppkrfGUcXox2wLruZnlLLy08OMfaojKnXtr31yI4vdlmLvotXz1lZE9Q2o5xE1fGWx2RSsTgCguJcTK7b/TkaGrR22v78/I0eOJCCg8b+PMpmM1p19CIzwYPeysxzblsLJnWkkHsmmz4Q2hHZrVqvNBq6VsczMyk8Pk3amAKVKzvCH29Eiom7agl9MBEIN2Nq1a/Hz80OpVOLu7k50dDSffPIJU6dOrTR9GxERgaOjI8888wzJycloNBratGnD119/zeTJk+37xcXFVSiF69GjB+vWreONN95gzpw5AERGRrJu3Tq6d+9u32/o0KEsXbqUl156idLSUvz9/Rk1ahSvvfZa7b0JgiAIQo3ISa35+UGVcXbXMvqxDvzxwX4yEgpZ/3Uswx+MqrMOWzea0zEZtvVUsHXR6jQ0qJ5H1PAZzxeR+1McZZKRg/6pHN9vCyK1Wi2DBw+mU6dOjaYMrqo0Dkr63RVGWA9bM4Xc1BI2LD5O3O40+t0Vhqt3zU3RuF5lxUZWzjtM5rki1FoFIx+Nxr+1W72MRSZJUtWWtW2gCgsLcXV1paCg4JKshF6vJyEhgZCQELRabT2NULge4mcoCIJQM9YvjOV0TEaddWNKPZPP8rmHsJisRPTxp//dYQ3yk+mGLPFoNmsWHMVqlYjqG0DfO0PFe3gV5jw96Z8e5ERZIvs08Ristm5wHTt2ZPDgwTg5Nd7pEVVlMVs5tCGJmJWJWMxWFCo5XUcG0+HmFrWWDa6qknwDf809RF5aCVpnFWMe74B3i5pdkuVKscF/iYyQIAiCIDQBuanlawjVzXoz/q3dGHJPJGu/PMrx7ak4uarpNrplnVz7RpByKo+1Xx7DapVo07UZfSeKIOhqrHozx7/ewVbjIbJVRWC1tXkeOXIkgYGB9T28OqNQyuk8LJhWnXzY8kMc50/msfvPeE7HZND/7nB8W7pe/SS1oDC7jL/mHKQwW4+Tq5oxT3bEw69+A9MbKy8oCIIgCMIlLBYreem2xcQ9AuruxqNlR2/6TgwFIGZVIrHbUurs2o1Z5rlCVn12BIvJSnB7LwZNa1tni2Y2VqXFJfw+73v+KN5GtrwIjVrD8OHDuf/++5tUEHQxNx9HxjzRgcHT2qJ1VpGTUsLv/7efLT/GYSgz1+lYctNK+OODAxRm69F5aRn3XOd6D4JAZIQEQRAE4YaXn1GK1SKh0ipw8ajbMuOofs0pzjewf805tvwQh6NOTUi0d52OoTHJTS1hxSeHMektBIS5MfT+yHovZ2rIrFYrhw4d4u9V6yizGEAGUa0jGDp2OC4uNVty1RjJZDLCevjRIsqTnb+f4eSudI5tSSH+UBZ97wilZUfvWs80ZiUVsfyTQ+iLTbj7OTH2iQ44uWlq9ZpVJQIhQRAEQbjB/bt+kFO9lFd1H9OS0gIjJ3amsf7rWMY+1bHeynMassLsMpbPPYi+xIRPkAsjHm6PUiU67l1OWloaq1at4vx520Kc7lYnhg0cSlj/9vU8sobHwVnNoKkRhHX3ZfMPcRRklrH2y2MEt/ei78TQWvuAJO1MPivnH8aot+DdwoXRj0fj4NxwllsRgZAgCIIg3OByUso7xtXN/KD/kslk9Ls7jNJCI+eO5bDyU9saQ+6+9V8a01CUFBj4a85BSgqMePg7MfqxDqi14jatMnq9nk2bNhETE4MkSSglBZ3MIfQa1g+3m5pmGVxVNQ/3YOKr3di/5hwH1p0j8Ug25+Py6DGmJe0GNEdegyWYScdzWPP5UcxGK36tXRn1SDRqh4b1d1rkWgVBEAThBmfPCNXh/KD/UijkDL0/Cp9gHYYSMys+OUxJvqHextOQ6ItNLJ97yD5/YszjHRr8Ypj1QZIkDh8+zLx589i7dy+SJBFibcYEQw96dushgqAqUqoUdB/Tkjte7oZfK1fMBgvbfz3N7+/tIyupqEauEX8wi1WfHcFstNIi0oPRj3docEEQiEBIEARBEG549Z0RKqfSKBj1SHtcfRwoytWzYt7hOp+03dAY9WZWzD9MbmoJTq5qxj7ZscHMn2hIMjMzWbJkCcuWLaOkpAQPNw9GyLswyBiFZ7g/bqNa1fcQGx0PfydufaYT/e8OQ+2gJPNcEb++u48dv53GZLBc83njdqex9qtjWM0SrTp6M+Lh9g12UWURCAmCIAjCDcyoN1OYrQdsc4Tqm4OLmtGPdcBBpyYnpZg1n9u6ozVFZpOF1QuOkJlYiNZJxZgnOqLzcqjvYTUoBoOBdevW8fnnn3Pu3DmUSiUD+vbnNksP/EtdUfk54XFnODKF6Kp3LWRyGZE3BXDXrO607uyDZJU4tCGZH1/fQ+LR7Gqf7+jm82xYcgLJKhHe05ch90WiUDbccKPhjkwQBEEQhOuWl2Zrm+2gU+Pg0jAmKbt6OzD60WhUGgUpcflsWHocydqo13evNovFyrqvYkmJy0elVTD68Wg8GkCg2lBIksSxY8eYP38+u3btwmq1Eh4eziMPzyAi3hMpy4BCp8ZrWiRyTcPMNjQmTq4aht4fxchH2uPioaUoV8+qT4+w7utjlBRUrYR1/9pEtv50CoD2A5ozcHJb5A2842HDK9YTBEEQBKHG5NgXUm1YN9neLVwY/mA7Vs4/zJl9mTi5augzoU19D6tOSFaJjUtOkHgkG4VKzsgZ7fEJ0tX3sBqM7OxsVq9eTXx8PADu7u4MHz6cNm3akPf7aQxn8pGp5XhOi0ThKsoIa1JwOy8CQt3ZuyKewxuTObMvk+TjufS8tRURvf0rXc9KkiR2/xnPgXXnAOgyIphuo0MaxQLADTtMa8KmTZuGTCa75DFs2DAAgoODkclk7N69u8JxTz75JP3797d/P2vWLPuxCoWCwMBA7rvvPrKysuz7yGQy/vzzz0rHcMstt1xxjJU9f+jQIWQyGYmJifZtX3zxBdHR0Tg5OeHm5kbHjh157733qvReCIIgCNcuN6W8dXb9zg+qTGCEBwOntgXg8MZkDv6dVM8jqn2SJLH1p1OcjslALpcx7IEoAkLd63tYDYLRaGTjxo189tlnxMfHo1Ao6NevHzNmzCA0NJSiLecp3ZcBMvC4qy3qBvh3+kag0ijoPb4NE17sincLFwylZjZ/H8eyDw/YG6+Uk6y2v8/lQVDPca3oPqZlowiCQGSEGrRhw4axePHiCts0mn8/+dBqtcycOZMtW7Zc8TyRkZFs2LABi8XCwYMHuffee0lJSWHNmjW1Mu7/WrhwIU8//TSffPIJ/fr1w2AwcOTIEY4fP14n1xcEQWjKyjNCHvXYMe5Kwrr7UlJgYNcfZ9n5+xkcdWrCuvvW97Bqze6/4jm2NQVkMHh6BMHtvOp7SPVOkiTi4uJYs2YNBQUFALRu3Zrhw4fj6ekJQOmRLArXJgLgNqYVDuEe9TXcJsO7hQvjX+jC0X/Os3t5PGlnC/j57b10GhpE5+FByOUyNn1zkrg96SCDfneGEdU3oL6HXS0iEGrANBoNvr6X/8/gwQcfZMGCBaxevZoRI0Zcdj+lUmk/T0BAAI8//jivvfYaZWVlODjU/qTMFStWcPvtt3Pvvffat0VGRtb6dQVBEATISW24GaFyHW9uQUm+gSObzrPpmxM46tQEtr3xbnQPrDvHgbW2T8773xVGm67N6nlE9S83N5c1a9Zw+vRpAHQ6HcOHDyc8PNyeVTCcKyT3lzgAnHv749zTv97G29TI5TKiBwXSsqM3W386ReKRbPatTuT0vgxcvRxIOp6LTC5j8LS2hHZrfB9gNLlASJIkysxldX5dB6VDjacJg4ODeeihh3jxxRcZNmwYcnnVKh0dHBywWq2YzXXTstTX15ctW7Zw7tw5goKC6uSagiAIApQVGSkrNAI06In4MpmMPuPbUFpg5Mz+TNZ8fpRbn+mEdwuX+h5ajTm2NYVdy84CtvKhyJsa1yfnNc1kMrFjxw62b9+O2WxGLpfTq1cv+vbti1r9b1MPc04ZOd8cB7OEtq0HriNb1uOomy4XDy0jHm5H/MEstv58ioLMMgoyy1Ao5Qy9P5KQaO/6HuI1aXKBUJm5jO4/dK/z6+65aw+OKsdqHbNy5UqcnSt+gjdz5kxeffVV+/evvPIKixcv5vvvv2fy5MlXPefJkydZsGAB3bp1w8Xl3/9g7rzzThSKil1XDAYDI0eOrNaYK/O///2PcePGERwcTGhoKD179mTEiBGMHz++ysGbIAiCUH3l2SCdlxZVA++sZftUOYKyIiMpp/JZMf8wtz3XGVfvxt9O+lRMOlt+tGU0Og8LotOQpv2h4OnTp1m9ejV5eXkAhISEMGLECLy9K95MW0tNZC+JxVpiQhXgjMfE8Eon6wt1QyaT0aqTD83berDnr3jOx+Vx0x1tCGzEZYpNLhBqTAYMGMCCBQsqbPPwqPiXzdvbm2effZbXXnuNO+64o9LzHD16FGdnZywWCwaDgf79+/Pll19W2Ofjjz9m8ODBFbbNnDkTi+XaF9Qq5+fnx65duzh27Bhbtmxh586dTJ06la+//pq1a9eKYEgQBKGWlC+k6hnQcMviLqZQyRn+cHuWfbCfnJQSfnx9Dy0iPWjd2Yfg9l6otY3vtiXxSDYbF58ACaL6BdB9bNPNaOTn57N27VpOnjwJgIuLC0OHDiUyMvKSqhnJbCXn+xOYs8pQuKrxmhoh2mQ3EBoHJX0nhtb3MGpE4/uNcp0clA7suWtPvVy3upycnGjduvVV93v66af57LPP+Oyzzyp9PiwsjOXLl6NQKPD396/QcKGcr6/vJddycXEhPz//stfV6XScO3fuku3lx7i6ulbYHhUVRVRUFI888gjbt2/npptuYsuWLQwYMOAqr1AQBEG4FuUdnhpyWdx/aRyUjHq0A6sXHCErqYiEw9kkHM5GoZQTFOVJ684+BLXzbBRBUUpcHmu/OobVKhHavRl97whtNN20atqhQ4dYtWoVJpMJmUxGjx496N+/f6X3JJIkkbfsDIazBcjUCjynRaHQiTbZQs1r+L9FaphMJqt2iVpD5+zszKuvvsqsWbMYPXr0Jc+r1eoqBVTVFR4ezo8//oher0er1dq3x8TE4O3tjbv75duBRkREAFBSUnLZfQRBEITr09gyQuWc3TVMeLELuaklnNmfyZn9meRnlBJ/KIv4Q1koVHKCozxp1dmH4HZeDbLsLyOxkFWfHcFishIS7cWgKW2bbFmX2Wxm5cqVmM1mWrRowciRI2nW7PKNIoo2J1O6PwPk4Hl3OGq/xhPIC41LkwuEGhODwUB6enqFbUqlEi+vS1ttPvDAA3z88cf8+OOPdO9eO3OgpkyZQkBAALNnzwbg7rvv5s0332Ty5MnMnDkTd3d3du3axezZs3nxxRftxz388MP4+/szcOBAmjdvTlpaGm+99Rbe3t707NmzVsYqCILQ1EmS1CgzQuVkMhmeAc54BjjTbXQIOSnFnNlnC4oKsso4ezCLswezUKrlBLfzonVnH1pEeaJS139QlJNazIp5hzAZLASEuTPkvkjkiqZbBp6RkYHZbMbBwYFp06ZdsSS+9HAmhRfWpHEb0wptWOOdfyI0fCIQasDWrl2Ln59fhW1hYWH22tqLqVQq3nzzTe66665aG09SUlKFX16urq5s27aNF154gVtuuYX8/HxatmzJm2++ycMPP2zfb/DgwSxatIgFCxaQk5ODl5cXPXv2ZOPGjfb1AQRBEISaVZSjx2SwIFfIcGvWuCshZDIZXs1d8GruQvexLclOLr6QKcqgMFtvzxopNQpC2nnSunMzWkR6oKyHoKggq4zlcw9hKDHTLETHiIfboVTVf3BWn1JSUgDbEh5XCoIMiQXk/noKAOc+ATj3EG2yhdolkyRJqu9BXI/CwkJcXV0pKChAp9NVeE6v15OQkEBISEiF0i2h8RA/Q0EQhGuTeCSbVZ8dwTPAiYmv1n231LogSRJZSUX2QKgoR29/TqVRENz+QqYo0qNOgpGSfAN/fLCfwmw9Hv5O3PpMJ7ROqlq/bkO3bNkyDh8+TL9+/S47L9icU0bmZ4ewlpjRRnjiOanplhIK1+dKscF/iYyQIAiCINyAclJt84M8GvBCqtdLJpPhE6TDJ0hHz1tbkZlYxJn9GZzZn0lxnoHTMRmcjslApVUQEu1lyxS19UChqvkyNX2xib/mHqIwW4/O24ExT3SolyBIMluRKRtWGd7FGaHK/Nsm24yquTMeE8NEECRcs+WZeVXeVwRCgiAIgnADykmxzQ/yDGh884OuhUwmo1mIjmYhOnrd1pqMhELO7M/k7AFbUHRqTwan9mSgdlDSMtqLVp19CGzrgaIGggZjmZkV8w6Rl1aCk5uGsU90wMm1brucWY0W8n49RdmxbBSuGtQtXFAH2h4qf2fk9TR3Sq/Xk52dDYC//6WlbpLZSva3F9pku2nwmhpZb2MVGj+rJPHm2dQq7y8CIUEQBEG4AeVeyAh53sAZocuRyWT4tnTFt6UrvW9rTXpCIWf2Z3B2fyYlBUZO7k7n5O50NI5KQjp407qzD83D3VFcQ0MDs9HCqs+OkHmuCK2TijFPdEDnVbeLwFqKjWQvPY4pucj2fb6BsnwDZUdsAQhyUPk6XQiMdKhbuKD0cqiTrEtqqu2m1M3N7ZJF4iVJIu+P0xgTCpBpFHhNi0Thoq71MQk3rtOlBvJMVV8DUwRCgiAIgnCDsVis5KWXAo2zY1xNksll+LVyxa+VK33GtyEtvoAz+2yZotJCIyd3pnFyZxoaJyUtLwRFAWFVC4osFivrvjpG6ul81FoFox+PxqOOWz2bskrJXhyLJVeP3FGJx53hIJNhTC668CjEWmTClFqCKbWEkj22brQyjcKeMSp/1EYQcqWyuKJNyZQeyLzQJrstKt+m/XdVuH578ourtb8IhARBEAThBpOfUYrVIqHSKHDxFI1mysnkMvxbu+Hf2o0+t7ch7Uy+vXyurMjEiR1pnNiRhtZJRcuOF4KiULdKW19brRIbl5wg8WgOCpWckY9E4xN05YnZNc2QWEDON8exlppReGjxmh6JytvWIVDb2g2wZV0sBUaMyYW2wCipCFNKMZLBguFMPoYz+fbzKdw0/wZGLWqmpO5ygVDpwUwK/77QJntsa7Shl197UBCqak9B9danFIGQIAiCINxgLl4/SCYTk84rI5fLCAh1JyDUnZvuCCX1tC0oij9oC4qOb0/l+PZUHFxUtOzoQ+vOPvi3cUMulyFJElt/OsXpmAzkchnDH2yHfxu3Oh1/6dFscn8+CWYJVXNnW1mZ86UZHZlMhtJNg9LNG8d23gBIFglTRslFWaMizJml/5bUHb2opK6ZU4X5Rkpvx2qV1FUWCBkSCsj97UKb7L7Nce7uV+mxglBdu0VGSBAEQRCatpyUC/ODApre/KBrIZfLaB7mTvMwd/re0YaU8qDoQBZlRSZit6YQuzUFB52aVh29kSSI3ZoCMhh8TwRBUXW7Jl7RthQKVseDBNq2HnjcGV6tzI1MIUPt74za3xkuBCFWgxnj+WJ71siYXIS1yIgprQRT2n9K6po72+YaXcgcXa6krrCwkKKiImQymX1dRFN2GTnfHgeLhEOUJ67Dgq/vzRCEC87rjaQYTCiq8dmPCIQEQRAE4QZzcUZIqB65Qk5guAeB4R70nRhKSlzehUxRFmWFRo5tSbHvO+DucNp0aVZnY5OsEgWr4ineYWtA4NTTD7fRrWqk6YFco0Tbyg1tKzfbtSQJS6HRHhQZkwsxnb9QUne2AMPZAvuxFUrqAl1QBdhK6sqzQT4+PqjVaiwlJnKWxGItNaMKdMH9dtEmW6g55fODIp0cSa/iMSIQEgRBEIQbjMgI1QyFQk6LCE9aRHjS764wzp+0BUWpp/KIHtSCiD6XtoOuLZLJQs5PcehjcwBwHRGC800BtVb6KJPJULpqULbT4NjOyzYGi4Qps9Q23yjp6iV1Z5RnAPDzaGYb/7fHMWdfaJM9JUK0yRZqVPn8oC6ujmys4jEiEBIEQRCEG4jJYKEwWw+Ap8gI1RiFQk5QpCdBkXVbBge29tg53xzHmFQEChket4fhGO1d5+OQKWSo/ZxQ+zlBt0pK6i48rIW2krpUVRoowPmIkZQju8AiIdMq8Jou2mQLNe/iQKiqGtbSw4LdtGnTuOWWWyp9Ljg4GJlMhkwmw8HBgfDwcP7v//4PSZIq7Hfw4EEmTJhAs2bN0Gq1hIaGcv/993PqlG2C4urVq1Gr1Rw4cKDCcR988AFeXl6kp1eeWFyyZAlubm6VPufm5saSJUvs3//zzz8MGDAADw8PHB0dadOmDVOnTsVsNlftjRAEQRCqpbwszkGnxkHcbDZ65uwyshYcxphUhMxBifd97eolCLqc8pI6Xf9AvCZH4P9Sd/xe7Ib73WHkqGyZSR+FG1gkkMtsbbKbiQBdqFm5JjNxJbYPgDrrqp4JF4FQI/XGG2+QlpbGiRMnePbZZ3nppZf48ssv7c+vXLmSHj16YDAY+P777zlx4gTffvstrq6uvPrqqwCMGDGCKVOmMGXKFAwGAwAnTpzg1Vdf5dNPP8XX1/e6xhgbG8vw4cPp2rUrW7du5ejRo8ybNw+VSoXVar2ucwuCIAiVy7EvpCpuNhs7Q1IhmQsOYc7Ro3DX4PNwNJoQ1/oe1lUpXDWUNAOj1YRKpSLytZtp9mQnfJ/ujLaNaJMt1LyYC9mgNo4aPNVVL3gTpXGNlIuLiz1Que+++1iwYAHr16/nwQcfpLS0lOnTpzNixAiWLVtmPyYkJITu3buTn59v3/bxxx/Trl07/ve///HWW28xZcoURo8ezR133HHdY/z777/x8/Pj/ffft29r1aoVw4YNu+5zC4IgCJXLTbHdEHj6i/lBjVnZsWxyfooDsxVVwIX22I0ow1feKMHPzw+FUoFCLJYq1KLyttndXav3e6/JBUKSJCGVldX5dWUODrUyoVGSJLZs2cKJEydo06YNAOvWrSM7O5vnn3++0mMuLmtzcXFh0aJFDB06lISEBJKTk1mzZk2NjM3X15e0tDS2bt1K3759a+ScgiAIwpWVZ4Q8AsSNZ2NVvCOF/JUX2mOHX2iPrWlcjQXKA6HmzZvX80iEpqB8flB3t+r93mt6gVBZGXGdOtf5dcMO7EfmWPXJW1czc+ZMXnnlFYxGIyaTCa1Wy+OPPw7A6dOnAQgPD6/SuQYOHMj48eP56aef+Pnnn/Hy8qqRMU6YMIF169bRr18/fH196dGjB4MGDWLKlCnodHW7+rYgCEJTkZN6Y2SELMVGZCpFowsArodklShYnUDxdlsQ4dTdF7cxrZFVZ2GUBqKyhVQFoTaUWCwcKSoFoLurE5gMVT5WzBFqpJ577jkOHTrEli1bGDBgAC+//DK9evUCuKRpwtWkpqaydu1aHB0d2bZtW42NUaFQsHjxYs6fP8/777+Pv78/b7/9NpGRkaSlpdXYdQRBEASbsiIjZYVGoHGvIWQ8X0T6ezGkzd5D4cYkrIYbv8GOZLKS++NJexCkGxaM2y2NMwgymUxkZGQAIhASat/BwlLMEvhrVARqq1c+2uQyQjIHB8IO7K+X69YkLy8vWrduTevWrfn9999p3bo1PXr0YPDgwYSGhgJw8uRJevbsedVz3XfffURHR/P6668zaNAgxo8fT79+/S67v06no7i4GIvFgkLx7yd1FouF4uJiXF0rTuQMCAhg8uTJTJ48mbfeeovQ0FA+//xzXn/99Wt89YIgCEJlyrNBOi8tqkaaSZFMVnJ/OYVksoIJCv8+R/HOFFz6BeLc0w+ZqnG+riuxlJhs7bHPFdraY08IxbGDT30P65qlp6djtVpxcnK65J5AEGra7nzb771urk7VnobS9AIhmaxGS9QaAnd3dx577DGeffZZDh48yJAhQ/Dy8uL999+v0CyhXH5+vn2e0Ndff822bds4cuQIISEhPProo9xzzz0cOXIEJ6fKP00MDw/HYrFw8OBBunTpYt9+4MABLBYLYWFhVxyrn58fJSUl1/eiBUEQhEvcCAupFmw4hzmzFLmzCtehwRRtOY85u4yC1QkUbUtBNzAQp66+yJQ3RlGLOaeM7MWxmLPLkGkVeE6OQNvKrb6HdV0uLourrQVfBaHc3oILjRLcqv9778b4LXKDKigo4NChQxUeSUlJle77yCOPEBcXx++//46TkxNff/01q1atYsyYMWzYsIHExET27dvH888/z0MPPQRAUlISzzzzDB988AEhISEAvPPOO8jlcl544QX7uefPn8+gQYPs30dERDB8+HDuueceNmzYQEJCAhs2bODee+9l+PDhREREAPDFF1/w8MMPs379es6ePUtsbCwzZ84kNjaW0aNH19bbJgiC0GSVryHUWMviDOcKKd56HgD3cW1w6upLs6c6435bGxRuGqxFRvL/Okv6h/so2ZeBZKleKXhDY0wuIvOzw5izy1C42dpjN/YgCMT8IKHumK0S+wpt84N6uFb/916Tywg1Jps3b6Zjx44Vtk2dOrXSfb29vZk8eTKzZs1i3LhxjB07lp07dzJ79mzuuusuCgsLCQwMZODAgbz11ltIksQ999xDjx49ePDBB+3ncXR0ZPHixfTv399eIpednc3Zs2crXO+nn35i1qxZPPzww5w/f57mzZszatQoZs2aZd+nW7dubN++nYceeojU1FScnZ2JjIzkzz//vGLpnSAIgnBtGnNGyGq0kPfrKZDAsZMPDhGeAMgUMpy6+uLY0YeSvekU/pOEJc9A3m+nKNqSjG5wEA7tvJDJG1fmoex4Drk/nkQyWVH5O9naY+s09T2sGiECIaGuHC0uo9RixU2pIMxJW+3jZVJ1Z9Y3MIWFhbi6ulJQUHBJJzK9Xk9CQgIhISFotdV/c4T6J36GgiAIVSNJEl89uRWTwcLE17o1uq5x+SvOUrwjFblOje+TnZA7qirdz2q0ULIrjaItyVhLbU0UVL5O6IYEoW3r0ShKsYp3pZK//CxIoAl1x/PucOSaG+Oz6dLSUvv6gc8//zyON9h0BKFh+Twpk1lnU7nZU8e37VsCV44N/uvG+FcnCIIgCE1cUY4ek8GCXCHDrVnjuvk0xBdQvDMVAI/b2lw2CAKQqxW49GuOU3dfirenULQtBVN6CTnfHEcd6IJuSBCa1m4NMiCSrBIF6xIp3mIr/3Pq6ovbLa2QKW6cmQqpqRd+jh4eIggSap19/aBrKIsDEQgJgiAIwg2hfH6Qu68jikZ0Y201WMj9zVYS59TVF22YR5WOk2uV6AYH4dTTn+Kt5ynemYoxuYjshcdQh7jiOjQITXDD6Vgmmazk/hpH2ZFsAHRDgnAZENggA7brIcrihLoiSRJ7LjRK6HENjRJABEKCIAiCcEPISbXdEHg0spK4gjUJWHL1KNw0uI4MqfbxCicVrsNDcO4TQNE/yRTvScOYUEDW50fQhrmjuzkIdXOXWhh51VlLTWR/exxjQiHIZbiPb4NTp2b1OqbaIgIhoa6cLjWQa7Kglcto73Jty9SIQEgQBEEQbgA5KbaMkGdA4+kYpz+TR8lu2wLb7uPbINde+22JwkWN25hWOPcNoGhjMiX709HH5aGPy8Mh0hPdkCBUzer+vTHn6slefAxzVhkyjQLPyW3Rtnav83HUBUmSRCAk1Jm9F8riOuocUcuvLQsuAiFBEARBuAHkXsgINZYmCVa9mbzfTgPg1MOvxoIDpZsW99va4NKvOYUbzlF6OIuy2BzKjufgGO2NbnAQSq+aXeT8cozni8heEou12ITCVY3X9ChUvo0nUK2u/Px8SkpKkMvl+Pr61vdwhBvc7vwLZXGu1/47TwRCgiAIgtDIWSxW8tJta2k0ljWEClYlYMk3oPDQ4jq8+iVxV6P0csBjYjgu/QMp/PscZbE5lB7KovRIFk5dfHEZ2AKlW+21qy47mUvu9yds7bF9nfCaHonC9cZoj3055dmgZs2aoVJdvuGFINQEe6MEt2v/nScCIUEQBEFo5PIzSrFaJFQaBS6eDX+pgbK4XEpi0kEGHuNDkWsUtXYtla8TnpMjMJ4vomD9OQyn8ijZm07J/gycu/vhMiAQhYu6Rq9ZvCeN/D/P2Npjt3HD8+6211X211iIsjihrqTqjSTrjciBLjoRCAmCIAhCk1XeMc7D36nBdyGzlprI+91WEufcyx9Ny7rp7KZu7oL3PVEYEgsoWHcOY4KtZXdJTDrOvfxx6df8im27q0KyShSuP0fR5mQAHDs3w31c6xuqPfaViEBIqCvl2aAoFwecldf+QYoIhARBEAShkctJuTA/KKDhzw/KXxmPtdCI0ssB3dDgOr++JtgV7wfaYTiTT8H6c5iSiyjacp7i3Wm43BSAc5+Aa8reSGYrub+douxQFgC6wS1wGdSiwQemNcVisZCWZmt8IQIhobbVxPwgEIGQIAiCIDR6F2eEGrKy4zmUHsgEGbhPCEWurr2SuCuRyWRo27ijae2G/kQuhevPYUovoXBDEsU7U3HpF4hTT78qj89aZibn2+MY4gts7bHHtcGpy43ZHvtysrKyMJlMqNVqvLy86ns4wg2uJuYHATSNXG0jNG3aNGQyGQ899NAlz82YMQOZTMa0adMq7Pvfx7Bhw9i8eXOlz138WLJkCQBlZWW4u7vj4eFBWVnZVccYHBzMnDlzLtk+Z84cgoOD7d+XlJQwc+ZMWrZsiVarxdvbm/79+7Ny5cpreWsEQRCE/2gMGSFLiYm8Py6UxPVtjiZIV88jsgVEDhGe+DzeEY87w1F6OWAtNVOwJoH0/4uheGcqktl6xXOY8/RkLjiMIb4AmUaB17TIJhcEQcWyOPk1tjIWhKrIM5k5WaIHoJvrpYFQWtqyKp9LZIQasMDAQH766Sc+/vhjHBxsrT71ej0//vgjLVq0qLDvsGHDWLx4cYVtGo0GJycne6oa4IknnqCwsLDCvq6utvrs33//naioKCRJ4o8//uDuu++ukdfx0EMPsXfvXubPn09ERAQ5OTns3LmTnJycGjm/IAhCU2YyWCjMtt0UeDbgjFD+X2ewFptQ+jjiOjiovodTgUwuwzHaG4coL0oPZlC4IQlLvoH85Wcp2noe3aAWOHZqhkxRsczNmFJM9pJjWItMyHVqvKZFom4k7ctrmpgfJNSVmAvZoFYOGrzVFef1ZWf/w6nTb1T5XE0uEJIkCbPxyp/u1AalWl7tOuFOnToRHx9fISj5448/CAwMpGXLlhX21Wg0l+3Zf/F2BwcHDAZDpfsuXLiQSZMmIUkSCxcurLFAaMWKFcydO5cRI0YAtkxS586da+TcgiAITV15WZyDTo1DDXc/qymlR7IoO5INcvC4PRSZqmFmDGQKGU5dfHHs4ENJTDqFm5Kx5BvI+/00RVvOo7u5BQ7tvJHJZZTFXWiPbbSibOaI1/SoWm3H3dCJQEioK5criyssPMLRY48hSVW/z29ygZDZaOXLJ7bU+XUfmNsP1TW0B50+fTqLFy+2ByWLFi3innvuYfPmzTU6vrNnz7Jr1y7++OMPJEniySefJD4+/pKA61r4+vqyevVqxo0bh4uLSw2MVhAEQSiXY19ItWFmgyzFRvL/OgOAS/9A1M0b/v8DMqUc557+OHZuRsnuNIo2J2POLiP3xzhU/ySjDfegaOt5sIKmtRuek5pGe+zLMRqNZGZmAiIQEmrfnguNErpf1CihrCyJQ4fvw2otI6HUF0is0rka5kcygt3kyZPZvn07iYmJnDt3jh07djBp0qRL9lu5ciXOzs4VHm+++WaVr7No0SKGDx9unyM0bNgwFi1aVCOv4csvv2Tnzp14enrStWtXnnrqKXbs2FEj5xYEQWjqclNsn456NsCSLEmSyFt2BmuJGZWvE7qBLa5+UAMiVytw6dsc35ld0d0chEyjwJReStFmWxDk2MkHr2mRTToIAkhLS0OSJFxcXNDp6n/ul3DjKrNYOVxkm8fe40JGyGjM4eCh6ZhMOWSUNWdxztXnuZdrcv9ylWo5D8ztVy/XvRZeXl6MHDmSpUuXIkkSI0eOrLQby4ABA1iwYEGFbR4eHlW6hsViYenSpcydO9e+bdKkSTz11FO8/vrrKBTX19Wnb9++xMfHs3v3bnbs2MGmTZuYO3cur7/+Oq+++up1nVsQBKGpK88IeQQ0vIxQ2aEs9LE5tk5qt4ciUzbOz1/lGiW6QS1w7ulH0dYUSg9m4NTVt0m1x76SxlwWZzRbeWvVcVLz9ThrFDhplDhfeDhd9NVJo7Bt1ypxUv+7Xd1I/043VgcKSzBJEr5qFS20aiyWMg4feYCyskQKjJ58dCYUo6bqH7Y3uUBIJpNdU4lafbrnnnt49NFHAfj0008r3cfJyYnWrVtf0/nXrVtHSkoKd9xxR4XtFouF9evXM3z48EqP0+l0FBQUXLI9Pz/f3oChnEql4qabbuKmm27ihRde4K233uKNN95g5syZqNUNs6ZdEAShMchJbZgZIUuhgbzlZwHQDWpxQzQRkDuqcB0WjOuw4PoeSoPSmAOhX/cn882uc9d8vFohtwVJ/wmQnO3Bk8oeYP03sHLRqOwBlpNGiaNaIQLrq7h4fpAkWTgW+wSFhYfQm534YP9kDP5LwFD18zW5QKgxGjZsGEajEYChQ4fW+PkXLlzIxIkTefnllytsf/fdd1m4cOFlA6Hw8HBiYmIu2R4TE0NYWNgVrxkREYHZbEav14tASBAE4RqVFRkpK7T9/+Du51jPo/mXJEnk/XEGqcyMKsAZl/7N63tIQi1qrIGQyWJlwWZbsD6xayCtvJ0pNpgpNpgpuehricFyyXbDhbbqRosVY6mVvFLTdY9HJuOiYMoWILk5qrm3Twh9Q72v+/w3gj35FwIhVydOnZpFdvZGzFYVHx+4nxJdHMiNtPVoywlOVOl8IhBqBBQKBSdOnLD/uTIGg4H09PQK25RK5VUXNcvKymLFihUsX76cqKioCs9NnTqVkSNHkpWVhbe3N+Hh4cyePZtbb70VgKeffprevXvzxhtvMH78eMDWgnvt2rXs3LnTfp7+/ftz55130qVLFzw9PTl+/DgvvfQSAwYMELXEgiAI16E8G6Tz0qJuQPNUSvdnoD+ZCwqZrUucQpQP3aiKi4vJz88HwN/fv34HU03LDqZwPq8ML2cNs8ZEolVVvWLIZLFSarBQbDRTrL84aKoYMBUbLBW3G23bivUmSi48V2w0I0kgSdgDrottP5PN7FvbcXvXwJp+CxoVs1ViX6Htd15g6UpSUn9EkmR8cWQK2RZfFG5LsFrh/nb38wd/VOmcDee3pnBFVwsY1q5di5+fX4VtYWFhnDx58orHffPNNzg5OTFo0KBLnhswYAAuLi58++23PP3008TFxVUohevRowfr1q3jjTfesC+sGhkZybp16+jevbt9v6FDh7J06VJeeuklSktL8ff3Z9SoUbz22mtXe9mCIAjCFeSWzw9qQGVn5nwD+SviAdDdHISqWcObuyTUnNTUVMA2p1mr1dbzaKrObLHy2T+2boYP9A2pVhAEoFLIcXWU4+qouvrOVyFJEmWmC1kn/b8ZqBKDmZVHUvnzUCrP/36EjEI9jw5s3WTL52JLyiixWHGWW+D8OwD8cPI2Eoq7MLjPTtYlG+ng3YEuHh2rfE6ZJElSbQ24LhQWFuLq6kpBQcElwYJerychIYGQkJBG9Y9T+Jf4GQqCIFzeP9+d5Pj2VDoPD6LH2Fb1PRwkSSJ70TEMp/NRt3DB+6FoZPKmedPWVPzzzz9s2bKF6Ohoe8VIY/DnwRSe/PkQ7o4qts8ciJOmYeYGJEni/9bF8dmFEr5JPVrw+pgoFE3w39WXyZm8diaVDhzgOelt1iQMYkPKeObeHcRTO+/EZDXx1c1fcW7xKia+8lalscF/iVy1IAiCIDRSufY1hBpGRqhkbzqG0/mglOM+IVQEQU3A+fPngcY1P8hqlZh/IRt0300tG2wQBLYmX88PC+f1MZHIZPDd7iRmfL8fvclS30Orc9uz0wAIk46zK7ULG86P47t7u7M58ydMVhNdfbui3pnImf17q3zOWg2EZs+eTdeuXXFxccHHx4dbbrmFuLi4CvtIksSsWbPw9/fHwcGB/v37ExsbW5vDEgRBEIRGT5Ik+xyhhtA625yrp2CVrSTOdWgwKu+G07xBqB2SJDXKRglrjqVzJrMYnVbJlJ5B9T2cKpnaK5hP7+qEWiFnXWwGk77eQ36psb6HVWdKS5PYnW+bnqEtKOb3s1P47r6euOoK+fP0nwDck92RLT9/W63z1mogtGXLFh555BF2797N33//jdlsZsiQIZSUlNj3ef/99/noo4+YP38+MTEx+Pr6cvPNN1NUVFSbQxMEQRCERq0oV49Jb0GukOHWrH6DDskqkffbKSSjFXWwDufejWvSvHBtcnNz0ev1KBQKmjVrVt/DqRKrVWLeptMATO8dgov2+uf41JUR7fz45t5uuGiV7DuXx4TPd5GaX/XFQxsrkymPlQdnUogOpWRiU+wwvrm3D1EBrnxx+AvMVhMzjrcg9pcVWOUyvK1VD29qNRBau3Yt06ZNIzIykujoaBYvXkxSUhL79+8HbJ8kzJkzh5dffplx48YRFRXF0qVLKS0t5Ycffqj0nAaDgcLCwgoPQRAEQWhqclNsHyq6+zqiqOeubCW7UjHEFyBTyfEQJXFNRnk2yNfXF6Wy4ZaXXWzDiQxOphfhrFFyT++Q+h5OtfVo6cmvD/XEV6fldGYx4z7bSVz6jZs8sFj0HDh0P0cMLgAoi0x8PbU/7Zq7kliQyLq45Ty23Irn/iKKtWocFEpGfTivyuev09+c5R3HPDw8AEhISCA9PZ0hQ4bY99FoNPTr169C++WLzZ49G1dXV/sjMLBptxIUBEEQmqacBtIxzpRdRsHaRABcR4Sg9HSo1/EIdaexlcVJksS8Tba5QVN6BtVIx7f6EO6r448ZvWjt40x6oZ7xn+9kT3xOfQ+rxkmShcNHn6C46CCx1nYA3BLkR3SgGwDfbPyA178x0SrViWRPW1OEkbf3x3nry5c75SXqLBCSJImnn36aPn362NerKV/35r/p1GbNml2yJk65F198kYKCAvsjOTm5dgcuCIIgCA1QzoWMkGc9zg+SrBJ5v55CMlnRtHLFqbvf1Q8SbhjlgVDz5o1jwdzNp7I4mlKAg0rBvX1s2SBJkihYvpzcb76haONG9CdOYGkE1Ub+bg789lBPugS5U6Q3M3nRXtYcTavvYdUYSZI4fvJ18nI3YLIqOGDuCsDYQE8A4tb/xtA3N+KTp+RYoG2x2R5eyQQd+h+cWlPl69RZHvPRRx/lyJEjbN++/ZLn/tsPXZKky/ZI12g0aDSaWhmjIAhCfZMkidyUZJRqDa4+jaPmXqgfDWENoeLtKRjPFSJTK3AfL0rimhKLxUJamu3GuzFkhCRJYt5G29ygST1a4Olsu5csXLmS1OdnXrK/3MUFVUCA7eHvjyrAH1VAAOoL38tdXet9PR83RzXf3dedx388yPrjGcz44QCzRkcytVdwvY6rJpxJ+Jz0tO+xSjK+Pv0QhnAtcqCziwM5n8zGvOAbnIGt4c0wy+UEOBTQ0ysRfCKg+UDgnSpdp04Coccee4zly5ezdevWCp8a+Pr6ArbM0MWLgWZmZjaaSXeCIAjXy2Q0kBx7hPj9McQfjKEoOwtkMrqMupXed0xGqWqc5RtC7bFYrOSllwLg6V8/GSFTZikF6xMBcB0VgtJdrPXWlGRkZGCxWNBqtfYpDw3ZzrM5HEjKR6OUc3/flgBYCgvJeO99AByio5EsFkwpKVjy8rAWFWE4eRLDZRamlzs5XRQkBVQMmpoHoHBzq5NASatSsGBSZ1776xjf70nif8tjySzS8+yQsHoP1K5VUsofJCV+AMCfZ8fR+6bb2J6VR4Qll6Jx0RSekZAD69t5YpZr0SolRtw5GnmXJeDZCgoLaRCBkCRJPPbYYyxbtozNmzcTElJxUlpISAi+vr78/fffdOxoWwXWaDSyZcsW3nvvvdocmiAIQr0qzM4i4WAM8QdiSDp2BLPRYH9OoVJhMZnYt+IPzh09xMjHnsOzuZgPKfwrP6MUq0VCpVHg4lH3AYhkkcj9JQ7MEppQd5y6+tb5GIT6dfH8oMZww/3JhWzQnd1a4ONi+zeTNWculuxs1CEhtPj2G+RqNQDW0lJMqamYUlIwpqRgTk3FmJKCKSUVU2oqluxsrCUlGE6dwnDqVKXXkzk6og7wR+nvb8siVcguBaDw8Kix900hl/HWLVH46rR8+PcpPv3nLBmFBmaPa4eqnhupVFd65lbiTr6AXAankyN53TGHD499D81G0Hb3LgrPSFjkEj/2ccajwA2AoU+9hq5L92u6Xq0GQo888gg//PADf/31Fy4uLvZ5P66urjg4OCCTyXjyySd55513aNOmDW3atOGdd97B0dGRu+66qzaHJgiCUKesVgtpp+KIP7CX+IP7yE5KrPC8i6c3LTt1oWWnbgRGtuPckUOs/+ITshLj+e6FJ+g3+V6ih4xoFDccQu3LLV8/yN+pXsrRiraex3S+GJlWgfttbcTfyyaoMTVK2BOfw56EXNQKOQ/2s2WDyo4eI+/HHwHw/d9r9iAIQO7oiKZ1azStW1d6PmtZGaa0NEzlwVFKyr+P1FTMWVlIpaUYTp/BcPoMJZWcQ6bVXrbsThUQgMLLq1r/rmQyGY8NaoOPTsNLy47x2/7zZBcb+PSuTg16wdiLZadt5+ixB5ArLHhmmhiYsAUZsCt6EQCRsaeQXByYPdxCRLxtXlDH4aNpfY1BENRyILRgwQIA+vfvX2H74sWLmTZtGgDPP/88ZWVlzJgxg7y8PLp378769etxcXGpzaE1eNOmTWPp0qXMnj2bF154wb79zz//5NZbb0WSJDZv3syAAQMuOfbll1/mrbfesj+fl5eHm5vbJfvdcccdJCYmsnPnThQKBQAmk4nu3bsTERHBd999V+nY+vfvT4cOHZgzZ06F7RePDWz1w++//z5Lly7l3LlzODg4EBoayoMPPsj06dOv8Z0RhMajrLiIxMMHiN+/l8TDB9AX/9viVCaT4xcaTsuOXWjZuRtegUEV/tNr3bUHvq1DWbdgDomHD7Bx0QISDu1jyIOP4+TmXh8vR2hAclJs84PqoyzOlF5C4YZzALiNboXSVczbbYoaUyBU3ilufJfm+Lk6IFkspL/+OkgSulGjcOrRo1rnkzs4oGnZEk3LlpU+bzUYLmSUUjGlXhQsXcgymTMzkfR6jGfPYjx7ttJzyDQaVH5+qAIDcR09Ct2oUcjkV8/u3NG1Bd4uGmZ8f4DNcVnc9dVuFk3rap8T1eDkJkDcakpPLeOEz1nkGjlu+UbaxxWCayAJ2dHE6WwVZV2VMhY92w7/zSloTQp8glvR9+57ruvytV4adzUymYxZs2Yxa9as2hxKo6TVannvvfd48MEHcXe//I1PXFwcOp3O/r2zc9Umzn722WdERkby7rvv8vLLtlaDb775Junp6WzcuPH6Bg/MmjWLL7/8kvnz59OlSxcKCwvZt28feXl5131uQWiIJEkiJ/kcZw/EkHAwhtS4k0iS1f681smZ4A6dadmpK8HRnXBw0V3hbODs7sG4F2ZxcN1Ktn6/mPgDMXzz/GMMfegJWnbqWtsvR2jA7BmhgLptlCBZrLaSOIuEtq0Hjp186vT6QsOg1+vJysoCwN+/YS+eeyApj+1nslHKZTzcrxUAeT//jP7YMeTOzjSb+XyNX1Ou0aAJCUETUvk6RVajEXNa2mXL78wZGUgGA8bERIyJiZRs20bOwkV4P/Ukzv36XTVTNDC8GT/c34N7l8Rw+HwBty3YyTf3dKeFZ/0uvAyAJEHaYTi5yvbIjMWklHE42hWjRomyWI6n7G6YOp7U+T/xT2Iq0mA5LUqKkL/zMOlfPEPHXDeUGg2jnnz+uufQNo5cWQ2SJAmzwXD1HWuYUqOpdunA4MGDOXPmDLNnz+b999+/7H4+Pj6VZnyuxtPTky+//JIJEyYwevRoTCYTs2fP5q+//rpi4FVVK1asYMaMGUyYMMG+LTo6+rrPKwgNicloIPnYEeIPXNTo4CJegUGEdOpKy05d8W8TjvxC9rWqZHI5nYaPoUVke1bN+4DspESWvfc60UNG0m/SdFQaMUG9KaqvjFDRP8mYUkuQOypxHydK4pqq8m5xrq6uDb6Cp7xT3K0dAwj0cMSclUXWx3MA8H7ySZTe3nU+JrlajTooCHVQUKXPSyYTpowM8s5tISH3KxQ7srGuOcn5hx7GoUtnfJ5+BsdOHa94jU4t3Pnt4V5MXbSXxJxSxi3YweJp3WjX3LU2XtKVWUxwbgecXG0LfgrP258yyxXsjmqG0clIod4Fn7Af8HfSkfjY4xhOnODoONtUmd6tgli08WWiT9vGf/P9j+Lud/3ZyCYXCJkNBj6ZOr7Or/v40t9Qaat3w6JQKHjnnXe46667ePzxx2ulT/+YMWOYOHEiU6ZMwWQyMXXqVEaMGFEj5/b19WXTpk3MmDED73r4RSMItaUwO5P4A/tIOHhpowOlSk1gVHtadupGy45d0HnXzCfmXi2Cufvtj9j+01L2r/qLw+tXkRx7hJGPP4dPcOXlGcKNyWSwUJitB8CzDjNCxpRiCjfZ1u5zG9sKhYv6KkcIN6rGUhZ39HwB/8RlIZfBIwNs830y/u//sBYVoY2IwP3OifU8wsrJVCr0rvmctPwfZqciGAKlAxxw/tOKtGUf5+66C+eBA/F+8gm0oaGXPU8rb2f+eLgX0xbHcDytkIlf7uLzyZ25qU0d3JMZiuHsRlvgc2ot6Av+fU7lCK0HYWw9jJ9S/yLA6QBlZi3ewZ/TISefxCn3YCkoQOHhwamhI8EKHoZkpE1ZyFHSsncvIm66dGrItWhygVBjc+utt9KhQwf+97//sXDhwkr3+W+AdO7cOTw9Pat8jblz5+Lv749Op+Ojjz66rvFe7KOPPmL8+PH4+voSGRlJr169GDt2LMOHD6+xawhCXbBaLKSePknCgZgqNTqorSyNUq2m/5T7Ce7QhbWffUxuSjLfv/Q0fSZOpsuoW6tUPy40fuVlcQ4uKhzqKBiRzBdK4qwSDlGeOLQXH241ZY0lEJq3yZYNGhPtT7CXEyW791C4fAXIZPi+PgtZNTP0daW4OI5Dh6ZhNhfh4tIOs6mAMpLInwClI11w+sGAtGkjxf/8g+vYsXg/9iiqy/wsfHRafn6wBw99t58dZ3KYvjiG/5vQnls71sIiuMWZELfGFvzEbwbLRRVYjl4QNhzCR0HLfhhQs3D144S5HMBkVaLz+5C2u0+Q9MEHYLWijYrCc+5cjpzOAiSyf19IC4MSq7uWkQ88VWNDbnKBkFKj4fGlv9XLda/Ve++9x8CBA3nmmWcqfX7btm0VUtPVLWv74YcfkMlkZGdnc/LkSbp163bNY71YREQEx44dY//+/Wzfvp2tW7cyevRopk2bxtdff10j1xCE2lJWXETiof3EH4i5fKODCyVv/210UNuC23dkyvvz+PvL+ZyJ2cXW7xeTeHg/w2Y8jYunV52NQ6gfORcWUq3LbFDhhiTMGaXInVS43dJalMQ1cdcUCJ1aD9mnoPNU0NR+Od2JtELWH89AJoNHB7ZGMhpJf+MNANwm3oFDu3a1PoZrUVqawMFDUzCZ8tDpounYYSlyuYaUlB9JSJyP0TEX432gzXXDaXExBX/+SeGqVbjfdSeeDz2EspJ7QBetisXTuvHsr4dZfjiVp34+TFaRgftvann9/5ZzzsLJlbbgJ3kvcFF/APcQaDvKFvw07wpyW+BpNFuZt/x1OrqtBcDB9SVaLdlA5qpVALjeeiu+s/7HnjITJikTncVA4KlMLHKJMU++gFrrcH1jvkiTC4RkMlm1S9TqW9++fRk6dCgvvfSSvdvexUJCQq5pjhBAfHw8zz//PPPnz2fHjh1MmzaNgwcPorlC4KbT6SgoKLhke35+foWmDQByuZyuXbvStWtXnnrqKb777jsmT57Myy+/fMm6UoJQnyRJIjv5HPE11OigtjnqXBnzzEsc3bSef5Z+SdKxI3zz3KMMvv9Rwnr2qdexCbUrN8WWEfL0r5tAyJhcRNGWCyVxt7RG4SxK4pqywsJCCgsLkclk+Pn5Ve0gQxH8MhnMetj1KQx7ByJugVoMqOf/Y+sUNyLKj9Y+LmR/8SXG+HgUnp74PPlkrV33epSVJXPg4CSMxmycnSPoEL0YpdIWNAYGTsXPbxznkr4iKWkReo989M+AY7IHTksKyV36Dfm//Y7HPdPxnDYNuVPF+YNqpZw5d3TAx0XD19sTeGf1SdILDLwysi3y6rTglyTIiIXjf8KJFZD1nwVn/TtB+Ejbwzv8kp+xyWLl/WXz6Olp60yslE8l8O0/KTx5EpRKmr3wAu5334VMJmNPmq25lm/iKWSAbEAbwsO7VOs9vZomFwg1Vu+++y4dOnQg9Aq1oNVltVqZPn06/fv3Z/r06dx2221ERUXxv//9j3ffffeyx4WHh7NmzZpLtsfExBAWFnbFa0ZERABQUlJZV31BqFtVaXTQslNXQq6x0UFtk8lktB80lMCIKFbP+4D0s6dZOeddEg4OZuD0B1A7NIAOQUKNK88IeQTUfqMEyWSxlcRJ4BDtjWM7kXFs6sqzQd7e3lf80LSCMxttQRBAUSr8Og1aDYQRH4Bnqxof45nMIlYftTV0eHRga4znz5N9YUmXZs8/h8K1HhoGXIVen8aBg5MxGNJxdGxNxw5LUKkqjlOpdKFVy6dpHjCJhIRPSE37hdLAXEpfleF8XIfTd0Vkz5tP3g8/4vXww7jfPgHZxesjyWW8MiqCZjotb68+waIdCWQW6fnw9mg0yiv8/yZJkH7UFvzE/gm5F7X8lishpC+EjbA9XC+fJTRZrLzx27f08fwUAEVZf3zfWIWhoBCFhwfN587Bseu/HVF35RYCEJh2jmQ/Pa9MeqXqb2gViUCokWjXrh1333038+bNq/axR48evaSrS4cOHZg7dy5Hjx4lNjYWsGV6vv76a0aOHMm4cePsJXKDBg3i1ltv5dFHHwVgxowZzJ8/n0ceeYQHHngABwcH/v77bxYuXMi3335rv8b48ePp3bs3vXr1wtfXl4SEBF588UVCQ0MJDw+/1rdCEK5bdlIi+1YuI27X9jppdFDb3P0CmPjG/7Hrtx/Z++evxG7ZwPmTxxjx6DP4h7at7+EJNSwnte4yQgXrz2HOKkPuosJ9bM3fsAqNzzWVxZ20lTzR9X5w9ITtH8HZTfBZD+jzlO2hqrlyp0//OYskwc0RzWjrpyP54ReQ9Hocu3ZFN2ZMjV2nphiM2Rw8NBm9PhkHhyA6dfwWtdqT2JxYXt/5OlMjpzKy5Uj7/hqND+HhbxEYOJ2z8R+QlbWe4ohcSt5W4bLbEcffssl46y1ylyzB+4nH0Y0cWWEO6f19W+Kj0/Dsr4dZeSSNnGIjX0zpjE57USvq8jbXx/+E439Bbvy/zym10HowRIyFNkPAwe2qr9FksfLKr3/Rx/19lHILytw2eP9vF1aLhDYqiubzPkF1UYbRbLWyJ7cQFEo8cs8SNGEoXo41/0GMCIQakTfffJNffvml2sf17dv3km1xcXG8/PLLfP311xVS20OGDGH69OkVSuTOnj1Ldna2fZ/g4GC2bdvGyy+/zJAhQ9Dr9YSGhrJkyZIKrbKHDh3Kjz/+yOzZsykoKMDX15eBAwcya9YslErxV0+oW5IkkXIilpgVvxN/IMa+3dbowDbXpzYbHdQ2hVJJn4mTCe7QiTXzP6QgI52f/jeTHuPuoMe4iQ0umyVcm7IiI2WFRgDc/Wo342dILKB4u+2m1/3WNsgdr2+9DuHGUO1AyGKC0+tsf466DYJ6QvvbYfVztq5iW96DIz/bskNtbr7u8SVml/DXIdsYHx/YhqKNtqYCKJX4/u+1Bje/zWTK4+DByZSWJqDV+NOp43doND4YLUZe3PYiCQUJvLrjVYJ0QUR5RVU41smpFe3bLaCg4ACnz7xHQcE+CnvmU9LdAZf1KhxWJ5P63PPkfL0Qn6efwqlvX/vrH9shAE8nDQ9+u49d8Tnc/vkulk7vSrOSk7asz/G/IC/h34sptbafT8QtEDq0WvO8zBYrL/6yge6ub+Ko0qPMdMf7rURkFpl9PpD8P9nF5Vs2o1d4oDboOdPqDG92/vha3+IrkklVWfW0ASssLMTV1ZWCgoJL5qfo9XoSEhIICQlB28jmBQk24mcoXC+r1cLZmD3ELP+dtDNxto0yGW269aTLqHH4tQlrcP8xXi9DaQkbFy7gxPbNAPiFhjPi0Wdxa+ZbvwMTrtv5uDz++vggOi8tk9/qVWvXsRotZM49gDlHj2MnHzxuv3LZs9A0WK1W3nvvPQwGAw8++GDV5gjFb4Fvxti6hj17yj5hHkmy3WyvfdFWLgfQdjQMexdcr72j2fO/HeaXfefpH+bNojuiODtqFObUNDzvvx+fZ56+5vPWBpOpkIOHJlFUFIta7UPnTj/h6GhbW+jTQ5/y+eHP7fv6Ofnxy6hfcNO6VXouSZLIztnE2bP/R0mJrVueyqTD+Xcr2m0GZJKs0jWIjp3P5/3FP9HLsI3RqhgCpIx/T6p0gNAhFzI/Q0FT/Sy02WLluV920NHpRQKc01Bkq/F+V0JuVFWYD3SxnPNJPPHtD2zoMQzPnFhmtM7nkQ6PVPmaV4oN/kt8LC8Iwg3JbDRyfOsm9q38g7w023+yCpWKyH6D6DLq1hpZiK2h0jg6MeKxZwnp1JWNX39G2qmTfPP8Ywy65yEi+g684QK/piS3fH5QLZfFFa5NxJyjR6FT4zZalMQJNjk5ORgMBpRKJT4+VSwdjltt+xo27N8gCGyT6CNvgdaDYPO7sHuBbfL9mY3Qbyb0fAQU1ctCJueW8scBWzbosYFtyF6wAHNqGip/f7xmPFytc9U2s7mEw4fvoagoFpXKg04dv7UHQafzTvP1UVt33Vk9Z7Ho2CKSipJ4YfsLfDboM+SyS5dKkMlkeHsNwtOjH+npfxAfPwcDGeRNBO0YT5y+KUXaV74G0QB87hqCpnQfUcf/4htLki0ikKAMDWXBg/HoOsFW9qa+9rmIZouVZ37ZR6jqLQKc05AXyvH8WEKl9aT5FxXnA5UzGQ2snPMeSeE9AbCqzjA5oubaZf+XCIQEQbih6IuLOfz3ag6sWU5pQT4AGicnOgwZRcdho3Byq157+casbe9+BIS2Zc2nH3H+xDHWfvYx8QdiGHz/Izg4N+zV4IXK5ZR3jKvFRgn6s/kU77R9eOA+PhS5g7hVEGzKy+L8/f1RVKXcVpL+nR8UNrLyfTQuMPRt6HAXrHoGknbBhv/B4R9h5IcQXPUumJ9vOYvZKtG7tSdRxmziFy8BoNkrLyN3qLk5SNfLYinj8JH7KSg8iFLpSscO3+DkZFvw1WK1MGvnLMxWMwMCBzCuzTiivKKYtHoSO1J28MWRL3g4+vJBnVyuxN//dpo1G01y8lISzy1A75iD/iFwzPLAcWEhxZv+oXjTJlyDy/BuV4TKzQlDy5uZkxbB4sw2cNaB+d06Mfg6giCLVeKZXw/ia32fcI8zyMrAc54c54B2l8wHutjmpV+RlXyO8wNti93e2rwNOnXtdWkVq+8JgnBDKMzOZPM3X/HljGls/+kbSgvycfH0pv+U+3ngsyX0mTi5SQVB5XTePkx47W36TJyCXKHg1O7tfPPcoyQdO1LfQxOuQXlGqLYaJVgNZvJ+OwWAUzdftKFN79+McHnVnh+UfhQKkm0lVi37X3nfZpEwfQ3cssBWRpd1EpaMhD8etC3UebVLFej5dd95AB4b0Jr0198AsxnngQNxGTiwauOtA1argSNHHyY/fw8KhTMdOyzBxeXfpjY/xf3EkewjOKucebn7y8hkMsI8wni156sALDi0gB0pO656HYXCgeAWD9C7xYcEWkKRWaHUO5fsF8wUPaLH7AkFiY6cXeNPhvQwimFzeOzRZ+gZ1hy9ycoD3+7jp71J1/QaLVaJZ389jGPxfLr5HQQzeHypxKvbbQR9/91lg6C4Xds5smEt+a6elDq4IJNMPBs1+prGUFXiYx5BEBq1rKRE9i3/nZM7t2K1WADwahFM1zG3EdbzJhSiMQdyuYLut95OUPuOrJ73AXlpKfz61st0GXUrfSZORqEUk+BrmlFfRnZSIpmJCWSdi6c4NwfXZr54BgTi4d8cj4BAHF3dqlWmKEmSvWNcbbXOLlidgCXPgMJNg+tIsdabUFG1A6HysrjWgzDLLViNuajVHpffXyazZYZCh8GmN2HfYjjyE8StgUGvQpd7KpbXXeTzLWcxWqx0C/Yg/Oh20vbtQ6bV4vvyS9V5ibXKajVx9Njj5OZuQy53oEP0QnS69vbnU4tTmXtgLgBPdX6KZk7N7M+NaTWGQ5mH+PXUr8zcNpNfRv2Cv7N/ZReB83ttDQ9OLEdVmEIoEKiRE9/SlXQvBUWRcorftKI70Qzt4ixyv/uB/GV/4XHPdL6YPIVX1mv4Zd95XvjjKBmFBh4fVPVFlC1Wied+PQxpXzK4/VYA3H5Q02LCK5XOBypXkJnO+i8+AeBgxxYABKkMeNTy4rviDkEQhEZHkiTOHz9KzPLfSTi03749MLI93cbcRlB0JzEPphK+rdow+d25bP7ma45sXMu+FX+QdPQwIx57Fs/mgfU9vEZJkiSK83LISkwgMzGerHO2wCcvPc1WFnQFGkcne1DkEdD8wp+b4+rjW2kAX5Srx6S3IFfIcGtW8x3j9KfyKNmTDoD7hFDkGnGLIPzLbDaTnm77+1HlQOjkSgAsoTcTs+9WysqSaRnyFEFB9yOTXaG0ztEDRn0MHSfByqch7RCsfhYOfgejPoKAzhV2zyzS8+OF7MXj3XzIfPRZALxmzEBVnTbftUiSLMQef4bs7A3I5Wqi23+Bm1uXi56XeGPXG5SZy+jk04nxoeMvOcfMbjM5nnOc2JxYntn8DEuHL0WtUNuCn+Td9uCHorR/D1K7QNhwHCJvIbLVIFro4zlz9n1yc7dR0DaVove16Ha7of0px74G0QsPP4Rv3w58svUcH284RXqhnjfHRqJUXLmQzGKVeP63I8hPfMXwPrZOga7rnGn7yNeVzgeyH2c2s3Lu+xjLSlEHehMb4A3ACL8W1XiHr434LScIQqNhtVo4s3cXMct/J/2srSuOTCanTY/edB09Dt9Wbep5hA2fSqvl5gceJaRjF9Z98QmZiWf57oUn6Df5XqKHjBAB5BVYzGZyU8+TlRhvD3oyzyWgLyqsdH9ndw+8g1viHRSCi6c3BZnp5KYkk5t6noKMDAylJaSdifu3m+EFcoUSN18/e2Dk4d8cz4BAivJscxzcfR1RXOWGpLqsZWbyfr9QEtfTD20rtxo9v9D4paenY7VacXR0xM3N7eoH5CfZSuNkclJ0RZQm2Voxn43/P3JytxIZ8SFa7VW6zgV0hvs3wb5FsPFNW0D01SDoMh0GvQYOttLNr7clYDBb6RDoRqu/viU/Nxd161Z4Tpt6fS+6hkiSlRMnXiQzcxUymYp2UZ/h4dG7wj6rElaxI3UHKrmKWb1mVdoQQaPQ8GH/D7lj5R0cyznG+5ue4hWTIxxfDsXpF+2osy1uGjHWtnCt6t+uuy6qCDp2WEJu7g7OnH2PoqJY8nuko+quw2WdBs3KbDLeepsxzZsTNuIuHsv04se9SWQVGZh3Z0cc1JUHsFarxAu/HcZ92xx6jtoGctAd9ab9E3+g9q8kc3WR7T99Q/qZU2gcnVgblYxRa5sf1NvdrYrv8LUTgZAgCA2eyWjg+JaN7FuxjPwM2yddSpWayAE302XkLbj5VqGFq1BB66498G0dyroFc0g8fICNixaQcGgfQx58vEnOpfovfUmxLbuTGE/muQSyEhPIOX8Oi9l8yb4yuRzPgEC8g0LwDm6JT1BLvINDcNRdfvV6s8lEfnqqLTBKOU9u6oVHynlMBv2F7ckQ858DZU7ky3zZsPAAngHN8fC3ZZOcPTyvK4jNXxmPpcCIwlOL63BREidc6uKyuCr9XYtbA4A5qDuJad8A0KzZGLKzN5Cfv4c9e0fSNvwdfHyGXfk8cgV0u992U7/+VVup3L5Ftpv/IW+S2/o2vtt9DoBnAk3kz7ett+j72mvI1OprfLU1R5Ik4k7NIi39d2QyBVGRc/HyGlBhn1x9Lu/tfQ+Ah6IfIsT1Mv8GrRYCsuJ5V9OKGfr9/Jy6leisbEYXl4LGFcJH2Nb5aTUAlJrKz3GBh0dvurr/SUbGSs7Gf4Ren0zuMNAM9sL5VwvStmRafvk+y4Ja8m7zgWyQJCYt3MPCqV1wc6z4vlqtEi//FEPY8ndoOekokgpcMgLo9OBaFNorZ68TDu1n34o/AHAY1ZH40pVYVc2QAV1da68pTDkRCAmC0GCVFRdxeN0qDqxdQVlhAQBaJ2c6DBtFx6GjcHR1q98BNnLO7h6Me2EWB9etZOv3i4k/EMM3zz/G0IefoGXHy5cx3EgkSaIwK4PMxPgL83lspW2FWZVPzlY7OOIdFILPhUyPT3BLPJu3QFnNGy6lSoVXYBBegUGXjKcoJ9seFNm+2rJIJXm5IJVQknuWw+vPVjhOpXWokEEq/+ru53/VOWBlJ3Io3Z8BMvCYEIr8Mp/4Ck1btecHXSiLS2rphcl0GkfHECLa/h96fTKxsU9TWHSEo8cewd/vdtq0eQWl8io3vc4+MO4L6DTZ1l0u6yT8+TAlLl/Q3HQnWr9wAhZ/gkGScB07Bqdu3a7n5dYISZI4c2Y2KSnfAzIi2n6Aj8/QS/Z7P+Z98g35tHFvw/So6RWftJghaeeFsrcVUJJJH+BBN1c+d3flDW8fwgY9TWi7iVcNfv5LJpPj6zsGH59hpKT8QELipxjIxnAnON7ij9OSYtRH43ntXDzHvVvxVd5wbis1svSebjR3twU4VqvEOws30vvnN3F6+DxWR3AyBtJpwhoUyit36ivOzWHNpx8BEHXzUN61/IFJa1uzLNLZAZ2y9n8XiQVVhQZN/AybpsKsTPav+pOjm9ZjMugBW/ezziNvIWrAzai1DacN6o0iKymR1fM+IDspEYAOQ0fSd9I9qNTV+4+1ITMbjeScT/q3rO3CV2NZaaX767x98A4qD3hsQY/Ou1m9lQ/+MGsrOeeTadffCYU83x4s5Wek2RuF/JdMLsetmS/u/v8GSLaGDYFonZ2xlppI/3g/1iITzn0CcBvVso5fldBYzJs3j5ycHO6++27atLlKGXJZHrzfCpPCyo4+gVispURFfkKzZrYW2larifiEuZw79zkg4eAQTFTkxxUaB1yR2Qi7P0Pa8h4yUylmSU5CwQDMa08g1+lotXoVSi+v63vBNeBs/MckJs4HoG34u/j7T7hkn23ntzFj4wzkMjnfDf+Odl5RkBsPCVshcZttQdrS7H8P0LpB+CgsEWOYkfgbO9N2E6QL4seRP+Kivr7GAmZzEeeSviIpaRFWaxkALvnBOCzIRJlsy4bv9I1kZbexvPPUWMKauTD/g+/p9utHGB4vxBwgoZX70633clSqK1cWWK0Wfn/7VZKOHcE7KATr3R358NDHSD4Pka3tzb0BXrwdem0L64oFVQVBaJQyE+PZt+IPTu7cimS1AuAdFELXseMJ69EHeVXWrRCuiXeLYO5++yO2/7SU/av+4tC6VSQdO8LIx5/DJ7jx3RyXFuRfKGn7N+jJTT1v/3t1MblCiVdgkD3g8Q5uiXeLELTOtbtoaXVYLFYKsizIlX50GtYTnde/HwZYzGbyM9LsgVHeha85KckYy0rJS0slLy2V+P17K5zT0dWNHl6j8LYGYHYwk+WZhinJFjipNOKDJ+FfZWVl5OTkALY1hK7q9N8gWUgMa4HFWoqzcwQ+PsPtT8vlKlq3ehZPjz7EHn+GsrJE9u2fQMuWTxPU4n5klcyPqUCphj5Psii/E/573mCwcT/WjbGAHJ87BqD09LyOV1szEhMX2IOg0ND/VRoElZhKeHP3mwDc7dmJdtvmQcI2KEqtuKODO4SPsi1AG9IPFCoUwLstunH7yts5V3iO13a8xkf9P7quD2qUShdatXya5gGTiE+YS1rarxS5JVL0ohzX1GC0n6bQKz2W7suP88+RDewMCmTA9t/Jf8SEOUBCrfCkU7cfrxoEAexd9itJx46g0mgZ9MgT3LnrHgC0Ll3ABN3car8sDkQg1GBNmzaNpUuXMnv2bF544QX79j///JNbb72V3377jdtvv52EhARatLi0q0Z4eDhDhgzhk08+oX///mzZsgUAtVqNl5cXnTp1Yvr06YwbN67S64eFhZGQkEBCQsJV0+D9+/enQ4cOzJkzp8L28rGWJx0tFgvvv/8+S5cu5dy5czg4OBAaGsqDDz7I9OnTKzmz0BRIkkRy7BFilv9O4uED9u0t2nWg6+hxBLXvKCbw1xGlWk3/KfcTHN2ZtQvmkJuSzPcvPU2fO6fQZeQtyOT1u/ScJEmYjQb0JcXoi4vRFxdd+HMR+uJiSgvyyUk+R+a5BFsZWSW0zi62YCeopb28zSOgeYNvIV6QUYbVIqHSKHDxqBikKJRKPAMC8QwIhIsqGiVJoiQ/75ISu9yU8xTlZOFh8sHbGoBVsrL57I/kzPn35svZ3QM3P3/cmvnj5uuHu68fbr7+uDXzRe1Q8x3rhIYtNfXCArvu7jg5VeEG9eRK9Go55z0MALRq+XSlwY27ew+6d1vFyZOvkJm1hrNn3yc3ZysRER9ctZFCkd7E3H1lFJqeYnnyElSmY2g9jLgVLIDvTsGI/wPPVtV/sTUgKXkxZ+M/AKB1q5kENp9ScYfCVEjYxrzji0gzphFgMvPovmX/dppUqKF5Vwi+CUJugsDuoLj0d5S71p2P+n3ElLVT2JC0gW+Of8PUyOtvEKHR+NA2/G1aBN7D2fgPyMpaT4F/PEXvaNCdaI72q2QGJO5FOreH/KkWjOESCrkjHTotxsHh6lmc8yeOsfPXHwAYdO/DrCncTJ4hjwCXNhw22aoQerjWzQdRIhBqwLRaLe+99x4PPvgg7u4Vo+sxY8bg6enJ0qVLefXVVys8t2PHDuLi4vj555/t2+6//37eeOMNTCYTKSkpLFu2jIkTJzJt2jS+/PLLCsdv374dvV7PhAkTWLJkCS+//HKNvJ5Zs2bx5ZdfMn/+fLp06UJhYSH79u0jLy+vRs4vNC5Wi4XTe3cSs/x3MuLPALZ65dCefeg6ehzNWrau5xE2XcHRnZjy/jz+/nIeZ2J2s/W7RSQe2sewGU/j4nn95Sb/z955hzdZdnH4fjOa0ZXuvUtb9t5bEBBEXCiCW3B/KuJGce+9UUARxAEuREAFVGTvPbv3TJp0ZCfv90faQmW10NIWcl9Xr6bvfNKmyfN7zjm/43Q6sBiNNQKmEktVFaYaQWOpqsJc7RI2x4uc2scOm63B99GEhtUYFxyr5zlXU4GWQlvTSNU/3BNB0rDxC4KAl58/Xn7+RHeqn3JkLqug7MO9YBGpDK0kKKId8mIv9EWFmKsqqSrXUVWuI+/g/hOuq/bV4HecSHIJJddjhfr8rOK6Ob80qj7IboG0NWRFq3AKDnx9exIQMOyUh8vlGjp1+pDCwh84mvoC5frNNUYKr560nqaWBZuyqTDbucyag3znfpBICL3zSoTcBZC+Bj7pD4Omw6CHQH7+0qnz8r8hNfUlAOLiHiQm5k5XQ9isda50t8x1oEtnj8KDb8JCQBCYpTOgjugNcUNcwieyD3g0bMGhc1Bnnuj9BC9teYl3d7xLx4CO9ArtdeYTG4CnZwJdOn+K3rCDtLTXMRh2oE/JQPqOF7Y1vqjFEsx9nAiCjM6dP8Hbu+MZr2mqrGD5h28hik46DB5OdP8+3PnjLACGJN3D7lKIVXkQojg/i1MXnRASRRHRdmJqRHMjyCWN/vAdOXIkaWlpvPrqq7zxxhv19snlcm666Sbmz5/P008/Xe/aX3zxBT179qRr165129RqNaGhoQBERUXRr18/UlJSuP3227nuuusYOXJk3bHz5s1j8uTJDB06lPvuu4+nnnqqSSYOy5Yt495772XixGPh4ePH6ObiwGYxc+CfNWxf/jOGYpfdp8xDQafhI+k57io0IaEtPEI3AGofX66YMZN9f/3J3199Ts7+vSx49H5GTruf5P6DAJebX61QcYmZyuPEzIkipva7xWg8Y4+d0yFIJCg9vVB6edd8r3ns5Y1/eGRNalvMBRW50NU0Ug0IP3ehIYoiVctzwSIiD/Wkw/0D6Si7vG6/qaoSfVEB+qLCmq8Cyotdj00VBowGPUaDnvzDB0+4tsrH1yWMQmoiSHVCKaJVpRq6aRyNEkKZ/2KUGCkIczVOTUh49IxzCEEQCA+fiEbTi/0HplNZuY99++8lPOw6kpKeQSqt/79stNqZtz4TucPOXbtcjmN+N9yA6tanQXuvq+dQ+l+w9jXY+70rOtTu0rN45o2jsPAnjhxxTepjPC8h7mA2rOjrMnY4Dpsg4bnQCETBwRVBvRgw6UNQnP3/x3XJ17G7dDe/ZfzGo/8+yuLLFxOkDjqn53I8Gt+e9OzxPWVla0hLfxOjMQ3JJVWYa/a3T3mFgIDBZ7yOKIr8Mft9qrRl+IWFM+KOe5h38CsqrBXE+8bjVHYASul7nqJBcDEKIZuTglkbz/t9w18YgNBIJx6pVMorr7zC5MmTeeCBB4iMrB9uvOOOO3jnnXdYu3Ytw4YNA6C6uprFixefIJxOxi233MKMGTP46aef6oRQZWUlS5YsYcuWLaSkpFBdXc0///zD8OHDz3C1MxMaGspff/3FvffeS1BQ0/2DumkbmCor2P3Hcnb9vgxTTd8VpbcP3UePo9voy09rNeymZRAEgS4jRhPVoRMrPnyLovRUfnvvNf76UoPFWN2o6MzJkCuUNQLG65iw8fJCUfNY5eVd8/h40eONh0rVJqM654I2vyYiFHHuEwTjjhLMh3QgFfC7PhlBVj9lSeXljSoxmbDE5BPONVdXYSguovx4oVTselytL8dUYcBUYaDw6OETzlV6ebuEUY1Iqku3Cw1D5e1z0f1N2wqiKJKXlwc0UAgdXk5mjBpRgAD/IfhpGu5AqVbH0avnYjIy3iM753MKChejN2yjY4d38fHpXHfcos056Kqt3J2/AUVhHtKgQIIeetC1MyABbvwJDi6F35+E8kxYdC20Hw9jXgPfsyvAPy1mA8WHP+Kg9ksQRCLzTSSkL6beKzq0M8S6Ij5zKw+TduAL/JX+PHrJu+ckgsD1Xv1Mv2c4rDtMmj6NR9Y+wtzRc5FLmi6qIggCQUEjCQgYRmHRj2RmvI/FWkxC/AzCwq5p0DV2/b6M9O1bkMpkjHvwcUwSGwsOuqzV7+l2D5/qXMY1fc9TfRBchEKorXHVVVfRrVs3nn32WebNm1dvX4cOHejbty9ffvllnRBavHgxDoeDG2644YzXlkgkJCUlkZWVVbftu+++o127dnTs6ApvTpo0iXnz5jWJEHrnnXe49tprCQ0NpWPHjgwYMIAJEyZw2WWXnflkN20WQ0mxywHu7z+xW1z54j5BIfQafxWdho10F2W3AfzCIpj0wpts+uFbtv6yBKNBX7evXnTmOEFzTMwcEzb1Izherb4upzWhbaKIkF1vRr/MZb3tMzIGj7DGXU/p6YUyPvGkqatWkxF9cZErgnS8SCosoKpch7mqkqK0SorSjp5wrkLtWV8khYWjCQkjKDbO7RLZwhgMBqqrqxEEgbCwM/Rsczqpyl5OUXtXnUd8/MONvp9E4kFi4mP4Bwzm4MFHMBoz2b5jIgnx04mOnobFLvLZvxmEVmsZv+8PAEIefwKp93GOaYLgMhZIHAH/vAabP3VZT6f9BcMeh373nrTmpsFYqiBnM2Suhax1lFoOcqC9F0gEwgvNJKVXIwS1d6W5xQ6G2EGgdkXI0vXpfL71KQCe6PMEGqXm7MdxHGq5mneHvcuk5ZPYWbKTD3Z+wIxeM5rk2scjkciICL+e0JAJWCyFqNUN6ztWnJHGv19/AcCQG+8gJC6B93e+T5WtiiS/JIZEjuTOrAPA+asPgotQCAlyCeEvDGiR+54tr7/+OpdccgkzZpz4gr7jjjt46KGH+Oijj/D29uaLL77g6quvbljXZ1wrPcevws2bN48bb7yx7ucbb7yRIUOGoNfrG3zNU9GhQwf279/Pjh07WL9+Pf/++y/jx4/n1ltvZe7cued0bTetkz2rVrDmi9l1Tl3BsQn0vuJqktwOcG0OqUzGoEk30WXkaEyVlRd1dOZ8Y7M4qChzWdkGnENESHSKlP+Qimhx4BHtjfeQpl0Z91CpCY6NP6nLoM1sRl9SVC/lrjaqVKktxWKspjgjra5esBaZ3IO4Hr1I7j+Y+O69kbvbKJx3atPiQkJCkMvPIB4KdpIebAJBQXDgqHpRnMbi79efvn1+49DhmZSW/kFa+htodes5UP0AZZVm3ji4FInNirp/P3zGjT35RRTeMPpl6DbZ1XsoZxOsmgW7v4Vxb0PswIYNxmqE3C01dT7roGAnOF120lqNnH2dfBAlAiH2CFK6/A9hwlBX36P/4BSdPLfxOexOO0MihzAm9gzNZBtJrG8sLw18ien/TGf+gfl0DerKyJiRZz7xLJBKlQ0WQVaTkd/efx2H3U5Cr350H3M5OrOORYcWAXBft/vYW2XGKooEeciIU52/RrgXnxAShEanqLU0Q4YMYfTo0Tz11FPceuut9fZNmjSJ6dOn8/333zNs2DDWr1/PCy+80KDrOhwOUlNT6d3bFbY+ePAgW7ZsYdu2bTz++OP1jvv222+55557TnodHx8fDAbDCdv1ev0J/u0SiYTevXvTu3dvpk+fztdff81NN93EzJkziYtzdzO/kNjyyxLWf/sVANGdutLnyolEd+rqnjS3cXwCg/EJPPED3k3zoSuoBhFU3nJU3mc/QajeXIglTY8gl+A3MQlBev7+F+VKJUHRsQRFx56wz2a1UFFSXBNFKqgTSbqCPKq0ZaRu2Ujqlo3IFAoSevQhuf9gYrv3vKB6XLVmGlMfZDg8n7JABYgQn/DIOd9bLvejc6ePKShczNGjL1JevhGNbQ83yAfQOf8gglxO6DOzzvy5EtIRblsJe76FP59GLDlE1ZwrKY8ahy7iMvTlFTVCPoHguHi8fX0Q8re7RE/WOsjbBg5r/WtqYihP7Mhe9S5EbAQFjaZDxw8QJKeeWn9/5Ht2l+5GLVPzdN+nm+XzcGTMSG7pcAtfHfyKpzc8TaImkVjf2Ca/T0MRRZHVcz9BX1SId0AQo+95EEEQ+GLfF5jsJjoGdGR41HA+zHE1se7r63le5wkXnRBqq7z22mt069aNpKSketu9vb2ZOHEiX375JRkZGcTHx9elyZ2Jr776ivLycq65xpXbOW/ePIYMGcLHH39c77iFCxcyb968UwqhlJQUVq5cecL2bdu2kZx8Yo758XTo0AFw1Ta5uTAQRZF1337FtqU/ANDv6usZcN2NbgHkxs1ZUusYdy7RIFupEcPKTAB8x8QiD2o9RhJyDwUBkdEERNZvBSGKIqXZmRzZ+C9HNq3DUFLMkU3rOLJpHXKlisRefUnqP5jYrj2QnSlS4easaYwQSjeuBi8IU/XC07NprKsFQSAi/Ho0vr1Zt+1e1PJURl6yCr1cQpzfHSjiT72IajOb0RXmu3prFeRTXpiPrmws5fnZ2OwipJUBC084Tym1E6yoIkhZRbCyimClDP/AICRxg+vS3QyScvbsvhmnw0ZAwDA6dXwPyWlEUFF1Ee/teA+Ah3o+RJjXGdIMz4EHez7IvrJ97CzZyfR/prNo7CLU8pb5nz+wdg2H1v+DIJEw9oFHUHl5U2os5bsj3wGuaJAgCGzWu97nzqdRAriFUJuhc+fOTJkyhQ8//PCEfXfccQeDBw/m4MGDPPLIIyedcBqNRoqKirDb7eTn5/PTTz/x7rvvcs899zB8+HBsNhsLFy7khRdeoFOnTvXOnTp1Km+88QZ79uyha9eujBgxgquuuor7778fgHvvvZePPvqI++67jzvvvBOVSsWqVauYN28eCxcee4O59tprGThwIAMGDCA0NJTMzEyefPJJkpKSSElJaeLfmJuWQHQ6WfPFp+xZ5RLGQ268nd7jT96ryo0bNw1Dl+9aKPI/y/og0SFSvuQoos2JIsEXz/4NaIjZChAEoS7VbtANt1CckVYnhCrLSjm0/h8Orf8HD5WaxN79SB4wmJjO3dy1Z02I0+ms6yF0JiGky/qBci8bglMkrsNzTT4WD2Usr259mDvE14nomYVxsJNM1e+oDaPBGuLqkVWQT3mh63ttRPFUCBIJGoUNP6kePw8TZoeMErMXWosas0NGjlFDjlFTd7ws14NArZrgMj1+pb9TKf8Yp1iNn98AOnf6BInk1NFaURR5cfOLGO1GugZ15frk65vyV3MCcomct4a+xcRlE0nTp/Hi5hd5ZdAr531BUpufy5ovPgVgwMQpRKa46s/n7puLxWGha1BXBkUMwiGKbDO43ufOp1ECuIVQm+LFF19k8eLFJ2wfNGgQycnJpKamcsstJ2+kNWfOHObMmYOHhwcBAQH07NmT77//nquuugqAX3/9Fa1WW/fz8bRr147OnTszb948PvjgA9LT0ykrO/bmEhsby7p165g5cyajRo3CbDaTlJTE/Pnz61lljx49mm+//ZZXX30Vg8FAaGgol1xyCc899xwymful2NZx2O38/sm7HN6wFgSBS6fdR5cRTZv/7MbNxci5RoQq/83DmlOJoJC6UuIa2IeoNSEIAqEJ7QhNaMeQKbdRmHqEI5vWcXTzeqp0Wg7++xcH//0LpacXiX36k9x/MFEduyB1f7acE6WlpdhsNjw8PE7r9iqKIumZ7wAQUR2IStO+ycfy4+Y0NKl7CN1fiemQH4rrTBjJZMvWqyjcGkTpXn/gxNe20tsH/7AI/MIj8A+PxD88Er/wCDQhoUglEtj+hctQQXRCbHvsUQPRKttRondQkpVBaXYGJVmZ2MwmitJT0ev2kxiRjUzmoKpQTe4KJYXrPnD1KotLIDg2/gQX1N+zfuffvH+RS+Q8P+B5JCdpLtvUBKmDeGvoW0z9cyq/ZfxG9+DuXJd8XbPftxab1cLy917HbrEQ3akLfa68FnBFxpYcXQLA/d3vRxAEDlUaqXQ48ZJK6Oh1fs1RBFE8h2YOrYCKigp8fX0xGAwn1KOYzWYyMzOJi4tD6S6wbJO4/4ZtA5vVwm/vvkbGzm1IpFIuu38GKQOGtPSw3Li5IPjisfWYKqxc83hPQuMaZzNvLaii5OPd4BDxuzYJz14hzTPIFkJ0Osk/eogjG9eRumUD1fpjDbqV3j4k9RlA8oDBRHbohETStuqDG4vDbkdXkIehpBiZXI5coUSuVCLzUCBXKlw/K5SNEoc7d+7k119/JTY29oQa5eMpLV3F3n13I3GIDPB+AEW/h87qOTidDipKStAV5lFeE9Vxfc+nWq+rd6xUYSdqaBGauEoATKX+OIsuRROUVCN8IvEPj0Dl7XOyW9Wndip8ioiJ6HSiLy4kP2MTxcYXQFqNWevF0aXhOG0nvq68/ANc0cy4BDzDQ3jy6MvkSbTc2/1e7ul68jKD5mL+/vm8veNt5BI5X435is5BZ29g0RhWz/uUPX8uR+Xjy81vfIiXn8s174VNL7Dk6BJ6hfTii9FfIAgCc/NKeTo1n+H+3nzb9dxTKk+nDf6Le6nEjRs354TVZOSXN14k9+A+ZHIPxs94kvjuDe8b4caNm1NjqrRiqnAVafs30upatDspX3wUHCLK9v6oe154JheCREJkSkciUzoy/NZp5B864IoUbdmIqcLA3jW/s3fN76h9NbTrO5Dk/oOISOnQ5kWRxVhNaVYmJdkZlGZnUpKVgTY3G4fdfsZzJVIZcoXC9aVUIqsRSHXban9WKkjVuUSGzGJi319/IqvbrzgmtOQyUtNfAyAqz4Ti6mvPOAZzVZVL5BTmo8vPravf0RcVnPY5eNjseNkchI0YSWBCOzRhEYjqneSVfIQqSIc8/E/apwwnKKiRzVPP1PBVIkGpEdHzLkir8fJKYcjgRQy7VKQkK4OSzPS66FF5YQFVOi1VOi0ZO7cBMBIv7HIv/LKy+Hv3nLqUT/+IqGaPWt7S8Rb2lO5hdc5qZqydwfeXf4+f0q9Z75m6ZSN7/lwOwGX3PVwngvIq8/g59WfgWDQIYIu+Ji3O9/ymxYE7IuSmleP+G7ZuTJUV/PTqsxSlp+KhUnHVY88S2aHTmU9048ZNg8g7Us7Sd3fhE6jkppca1/rB8EcWlX/nIvGUEfJQT6Tn4DjX1nA6HOQe2MeRTf+SunUT5qrKun2efv4k9RtIcr/BhCelIEiaP03pbBFFkUptKSVZmZRmZdRNtg0lxSc93kOlxi8sAqfdhs1qwWaxYDObsVnMdW0MGkN1XAecSjXKvDTklfqTHuPXzkDMJQXYLRIOfZOIIKrqCyalS1jJFApsZhO6gnxMFSc6zdYilcvxCw2vS2XThEbw6ups7vntEwLM1QQ/+igBd9xef5zV6Rw4MJ3KKlcfmojwG2jXbiZSadOkWZktRezYMQmzORe1OoGePb7BwyPwpMdaTUZKsl1/r30HNnPo8Fb8qjyQOk8UW1KZjICoGJdbXWwcwbEJzdI7q9JayQ3LbyC7IpsB4QP4ZMQnSJtpMcBQUszCJx7AUl1N7yuuYciU2+r2PbPhGX5J+4X+Yf35fNTngOs13nXjAUqsdn7unkh/zbmbJbgjQm7cuGl2qnRafnj5GbR5Oai8fbjmqRdO2mTRjRs3Z4+upj7IP7xxkwNLTgWV/+QCoLmy3UUlggAkUikxXboR06UbI+64l5z9eziycR1p2zZRXa5j18pl7Fq5DK+AQJL7DSK5/2BCE5Na1N3SYbehzculNDuzri6lNCsDc3XVSY/3CQomKCae4Ng4gmLjCY6Jxyco+KTPQRRFHHY7dosFm8UljGxmMzarBbvZ7BJMtdtrHptNJtam5QCQ1KEjgs167DizGbvVgs1mIqyXq0Fvye4AHFYpYMVus9YTnyfDy8+/Ln3NLywS/wjXY+/AoHoRu+V7C+m5bSEB5mpkiYn433zTCdfy9EygV68lpGe8Q07OXPILvqVcv5VOHd/F27tjQ/8EJ8ViLWPXrpswm3NRqaLp0X3hKUUQuMRoZEpH/BPieLL6Y/IDi5iSdAO3hk1yRe9qokclWRku0ZSZTklm+rELCAJ+oWEExSbURY6CYuLw1Pid9evT28Obd4a9w5TlU9hYsJHP9n7Gvd3uPatrnQ6H3c7yD9/EUl1NWGIyA68/9rfKMmTxa/qvgCsaVLfdZKXEasdDEOjuff6d7dxCyI0bN41GX1zEDy/NxFBSjJefP9c+/TIBkVEtPSw3bi44tDWOcQGNcIxzWh2ulDgR1N2CUHc+9aTtYkAqkxHXrSdx3Xpit91H9t5dHN20jrTtm6nSlrFj+S/sWP4LPkHBJPUbRMqAIQTHJTSrKDJXV7kET5ZL8JRkZ6DNzcHpODEtTCKVEhAZXTMhrhE+MfEovRoujgVBQCaXI5PLG3xeTk4Oa9O+wMvLi6umzzjp7yMv/xuOHNmCh9XJRMsRnC+/j9037pjQsrjEls3sElBSmcxlVhAWjofqzJNep1Pk129+56HsLQBEPP8cwims0iUSBe0SnyTAfwgHDj6C0ZjOtu3XkJDwCNFRtyOchUGBzVbO7l03YzRmoFCE0b3b1ygUDauz+2j3R+RX5RPmGcb/ej2Ip9yT4Nh4Og4dAbjEqaGkuOY1cEwcVem0lBcWUF5YwNFN6+qup/LxJSgmztWPKyaOoJg4AiKjGuySmOSXxKz+s3hq/VPM3jObzoGdGRw5uNG/k9OxcfHXFB49jELtybgHH62X9vfpnk9xik6GRg6lS1CXuu1bDC6h381HjVJ6/qOzbiHkxo2bRlGWm80PLz9DdbkOTUgY1z79Ir7BoS09LDduLkh0Z+EYV/F7FvYyExIfDzRXNE0vlwsFmVxOQs8+JPTsg91qJXPPDo5uWk/69i1UlJawfdlPbF/2E5qQMJL6uyJFQTFxZy2KRFGksqy0bpJbG+mpKD15aptC7UlQbBzBMfGuKE9NHUlL9Ek6vn/QyZ6/w2EmM9PV0iM2x4hSEwkJfc5Yb9MYVu8vYPxfXwOgumIC6p49z3iOv/9A+vZZzqHDT1JWtpq0tFfRadfRocObKBQNr5Oz2yvZtftWqqqP4OERTI/uX6NSnbmXEsC+0n0sOrQIgGf6PYOn/MSFDEEQ0ISEogkJpV3fY2mvRoO+7vVSkpVBaZar7shUYSBn325y9u2uO1YileIfEXWCQPLUnLwGaHzCeHaX7Gbx0cU8uf5Jvr/8eyK8GvaczkTWnp1srekfeOmd/6s3L0grT2Nlpqutxn3d7qt33pYa2+w+LVAfBG4h5MaNm0ZQlHaUH199FnNVJYFRMVwz88W6Ikg3btw0LaIooi1oXA8hc1o5VRtdfV/8r2mHRO3uqXMqZB4etOvdn3a9+2OzmMnctZ0jm9aTsXMb+uJCtv6yhK2/LMEvPJLkGlEUGBVzyuvVprbVTl5rjQwsp2gY7hMUUhfdqU1/OlVqW0twpkaqefkLsVpLUDqVRBSWQd/Lm1QEiaLI7vc/Z3xFAVa1F+2eeKzB53p4+NOl82zyC74lNfVldOXr2bJ1LO1TXiMoaOQZz7fbq9m953YqK/cjl/vTvfsC1OrYBt3b5rTx7KZncYpOxsWPa3TURe2rIbZrD2K79jh2TYsZbW4OpTlZNamTmZTmuF5bZTlZlOVkceg/16gVRbUCyT8iEqlMzuN9HueA9gAHtAeY8c8MFly2AA/puaXOVuvLWfmxyz69y8gxJPcfVG//J3s+QURkZPRI2gfUt1ZvSaMEcAshN27cNJDcA3v5+Y0XsZlNhCYmcfWTz6Py8m7pYblxc8FSqTNjMzuQSAU0IQ1IIzLbKV+SCoBn31CUye5FioYiVyhJ6jeIpH6DsJpNZOzYypFN68ncvZ3ygjw2//gdm3/8joDIaJL7DyahV18s1VWuOp5s18q9Ni/3FKltMgKiogk+rp4nKDquUaltLcHphJDdXklW1mwA4rKMSEQgeWyT3v/fjQcZsWUpAAHTpyPzb9zrWRAEIiMm46fpw/4D06mqOsjefXcRETGFdolPntJIweEws2fvNAyGnchkPnTv9hVenu0afN8v939JankqGoWGx3o3XLydDrlCSWhiEqGJSXXbao00XMLomEAqLyrAaNCTvXcX2Xt31R0vkcoIiIgkKCaOaWFj+MhQRLrlEK9vfZ1n+j9z1mMTnU5WfPQ2RoOewKgYht0yrd7+w7rDrMpehYBwQl1SicVGhsmCgDsi5MaNm1ZM+o6tLHv3VRw2G9GdujDhkacblN/txo2bs0dXUx+kCVEjlZ05d16/LAOHwYLUX4nv2PjmHt4Fi4dSRcrAoaQMHIrFaCRjxxYOb1pH1u6daPNy2LhkERuXLDrpuQpPz3ppbY2t42gtVFdXU17u6skUHh5+wv6cnHnY7XrU8jBC8/aByg+i+zfZ/UVRpPjV1wi2W9DGJJEyZdJZX8vTM5HevX4gPf1tcnLnkZ+/iPLyLXTq+B7e3vWjE06nhX377kGv34JU6kW3bvPx9u7Q4HtlGDKYvcclEB/r/Rj+yuZbjBAEAZ/AYHwCg0no2bduu81ipiw3+1jkqEYkWU1GV0QpJwuAQXgBXhjXb+DT5XfTIaUPwTFxBMbE4R8e2WBb761LfyBn325kHgouf+hx5B6Kevs/3v0xAGNix9DOr76grE2La++pxFfeMpLELYTcuHFzWg5tWMvvH7+D0+EgoVdfLn/wcWQeF5cDlRs3LYG2EfVBpoNajDuKQQD/iUlIFG27T05rQaFW037wcNoPHo65uor07Vs4svFfcvbvwcs/oF5aW3BsPN6BQa0mte1cKChwpVcGBASgUtWPnFitWnJyvwAgwRSPhH2QNAakTTel3Lp4BZ3TtuNAIP7lF87Z4lwiUdCu3VP4Bwzh4MFHMRrT2Lb9ahITHiUq6lYEQYLTaWP//gfR6v5FIlHRres8fH26NvgeTtHJ8xufx+a0MTBiIJfHX35OYz5b5AolYYnJhCUm120TRZGK0pKa1DpXymZZThblhQWoLTKMqXlsT82rO14qk+EfGV2v7igoJg61T/2GzvlHDrFhsauG65Lb7yIgMrre/v1l+/kn9x8kgoR7up3YSLbWKKFvE1hmny1uIeTGjZtTsmfVClbP+xREkfaDhjH6noeavfmbGzduXNQ6xp2pPshRbaP8J1dKnNfgCBRxvqc93s3ZofT0ouPQEXQcOgJRFC8IwXMq8vJck+KTpcVlZ3+Gw1GNt3cngjbudm1swrQ4p8WC7d03AEgbNJYrezVcjJyJAP9B9YwUUtNeRqv7l/btXyMt9VVKy1YhkXjQtctnaDS9GnXtH47+wM6SnahkKmb1m9WqXh+CIOAbHIJvcAiJvY5Fj8ymap746X5yMw4TbfanpySF8twcrCYTpTW1bsfj6edfV3cUGB3L+u8WIDqdpAwcSqdhJzax/Wj3RwBcHn85cb5xJ+xv6foggNbbRewi59Zbb0UQBJflpUxGdHQ099xzT12oGiA2Npb33nuvwdc81fHvvfcesbGxdT9XV1fz+OOPEx8fj1KpJCgoiGHDhvHbb7+dwzNy09bYuvQHVs/9BESRrqPGcdl9D7tFkBs35xFdjVHC6SJCoiii/yUNZ5UNWYga30tjz9PoLm5a0yS3OThVfZDZXEBe/kIAEvwnIpRng1QBCZc02b33vv4+AfoStEof+jz/eJNdt5ZaI4Xk5BeRSJTodOvYuHEYxSW/IQhyOnf6BH//gY26ZnF1Me/scJkFPND9AcK9TkwnbI0oVZ48d827VLb3ZnVSDtuG27nvi++Z+uFcrnhkJgMmTqFdnwFoQsIAqC7XkbV7B9t+/ZGVH71NZVkpmpAwRk6974T/id0lu9mQvwGpIOXuLnefcO9Ku4MDVSYA+rkjQm5OxpgxY/jyyy+x2+0cPHiQ22+/Hb1ez7ffftus97377rvZunUrH330ER06dECr1bJx40a0Wm2z3tdN60AURdZ/+1WdDWbfq65j4PU3XfAf/G7ctCYcDiflRWfuIWTaU4ppXxlIBPwnJiHI3eubbs4NURRPKYQysz7C6bSi0fTBP8+VPkf8MFA0zUTWmpWF9HuX0Dpw1e0Mighqkuv+l/pGCg9RVXUIkNCp43sEBg5v1LVEUeSlLS9RbaumS2AXbki5oVnG3FxolBreGfYON6+8mb9y/+Krg19xW6fb8A0OpV3vY3VfVrOJsjrXOtd3i7Gay+6fgUJ9Ys3wR7tc0aArE68kyufEPoPbDdU4gRilB6GKlquhu+iEkCiK2Gy2835fuVze6ImkQqEgNNTlwx4ZGcn111/P/Pnzm2F09Vm2bBnvv/8+Y8e6Qt2xsbH0bIB3v5u2j+h0suaLT9mzyuX3P3jyrfSZcG0Lj8qNm4sPQ7EJp0NErpDi7a886TEOg4XyX1wd6X0uicIj0u3i6ObcKS8vx2QyIZFI6uYgAEZjJoWFrgWyhPgZCIsfce1IGdck9xVFkaMzn0XmsLMzOInL7r+xSa57OlxGCj+Sn/8dnp6JjY4EAazKXsU/uf8gE2Q8N+A5pJK2V5/XKbATT/R5ghc3v8h7O9+jU2Aneof2rneMh1JFeFJ7wpPan+Iqx9hauJUtRVuQS+Tc1eWukx5T1z9I03JpcXARCiGbzcYrr7xy3u/71FNP4XEOBeYZGRn8/vvvyM9DU7XQ0FBWrFjB1Vdfjbe3+4P1YsFht/P7J+9yeMNaEAQunXofXUaOaelhuXFzUVJrlOAf7okgOXERTRRFdD+mIprtyCO88B5+4oqrGzdnQ200KDQ0FNlx6dAZme8jig4CAoajkYRDwS5AgOTLmuS+lb//jnTHVqwSGRmT72FKwPmZIEskCqKibjmrcw0WA69scc0p7+h8xwmuaG2JiUkT2V2ym2UZy3h07aMsGb+EIHXjI3KiKNbVBl3T7hrCvMJOetxmves9rp9vy9rIu2PorZjffvsNLy8vVCoVCQkJHDx4kMcfb/p82f/y+eefs3HjRgICAujduzfTp09nw4YNzX5fNy2H3Wrl13de4fCGtUikUsb97xG3CHLjpgWpqw86RVpc9dYiLEfLQSbgf10SgtT9ce6maThZWlxl5SGKi5cBkBD/MBxZ4doR2Ru8gs/5no6qKvJecgmKJUnDuenaxjUhbSne3v42WrOWON847uxyZ0sP55wQBIFn+j9DO792aM1aHln7CDZn4zOoNhZsZFfJLhRSBdO6TDvpMRank12VRgD6uiNC5xe5XM5TTz3VIvdtLMOHD+fTTz/FaDQyd+5cjh49yv/+979mGF19hgwZQkZGBps3b2bDhg389ddfvP/++zz//PM888zZN91y0zqxmoz88uZL5B7Yi0zuwfiHnyS+R+8zn+jGjZtmQ5tfGxE6cbXUrjVhWO5yc/IdHYs8pGUnEm4uLGqFUGRkZN22jAyXEUBw8DhXX53DM107migtruzDDxG0ZRR4BmC6Zgqxga3/Nb25cDM/p/0MwPMDnsdD2vbbSqhkKt4d9i6TfpvEzpKdvL/jfR7p/UiDzxdFsa426Lrk6whWn1wk76kwYnGKBMplJKgUJz3mfHHRLSEJgoCHh8d5/zqbQnNPT08SExPp0qULH3zwARaLheeff/6sn7uPjw8Gg+GE7Xq9Hl/f+narcrmcwYMH88QTT/Dnn3/ywgsv8OKLL2K1Ws/6/m5aH6bKCpa8OJPcA3vxUKm4+qnn3SLIjZtWgLbOMa7+hFB0iuiWHEW0OvGI88Fr4In2xm7cnC0Oh4PCwkLgWERIb9hBmfYvBEFKQvx0MBsgc53rhCYQQuZDh9AtdPWi+aTr1dwzuuENTFsKk93E8xtd87Hrk6+ne3D3Fh5R0xHjE8NLA18C4KuDX/Fn1p8NPndt3lr2a/ejkqm4o9Mdpzyutj6or8azxY2YLjoh1JZ59tlneeutt+oanTWWlJQUtm3bdsL2bdu2kZycfJIzjtGhQwfsdjtms/ms7u2m9VGl0/L9c09QlJ6K0tuHic+8QlSHzi09LDduLnpsFgcVZS5b2f9GhKrW52PNqkDwkOI/Mfmk9UNu3JwtJSUl2O12FAoF/v7+iKJIevrbAISFXoNaHQdpq8Fpg4B2EHhuNTGi00nRc8+D08m/4V0IHTGMxODWX5v86e5PyavKI0QdwkM9Hmrp4TQ5I2JGcFvH2wCYtXEWmYbMM57jFJ18vPtjAG5IuYEAVcApj93cCvoH1eIWQm2IYcOG0bFjx3pmD/n5+ezevbvel06nA1zC5+eff6479uGHH2blypW88MILHDx4kIMHD/Liiy/y+++/M2PGjHr3+eyzz9ixYwdZWVmsWLGCp556iuHDh+Pj43P+nrCbZsNQUsR3zz2ONi8HLz9/Jj33GqEJbbfI042bCwldYTWIoPKWo/Y5lm5jK67G8GcWAL6XxyE7hZucGzdny/H1QRKJBJ1uPXr9FgTBg7i4mtT8wzX1QU0QDdL/8AOmPXswyhR83nkC91+SeM7XbG4Oag/y1cGvAHim3zN4ebRssX9z8UCPB+gZ0pNqWzUP//MwRpvxtMevyVnDYd1hPOWedSLqZDhEkW0VrtTfvi3YP6gWtxBqYzz88MPMmTOH3NxcAN566y26d+9e7+vXX38F4MiRI/VS4fr168cff/zB6tWrGTRoEIMGDeLPP//kjz/+oG/fY52GR48ezVdffcWoUaNo3749//vf/xg9ejSLFy8+v0/WTbOgzcvhu1mPYSguwjcklEkvvEFAZHRLD8uNGzc1nKw+SHQ40S0+CnYRZbIfnr1DT3W6GzdnzfFCSBRF0jPeAiAycgpKZTjYrZBakyp1jkLIrtNR8rar9mhhymh69EyifVjrXmy1OW08u/FZnKKTMbFjGBo1tKWH1GzIJDLeGvoWgapA0vRpPL/peURRPOmxDqeDT3Z/AsCN7W9Eo9Sc8rpHqs1U2J14SiV09FQ1x9AbxUVnltBWOFW/oMmTJzN58mQAsrKyTnuNk71gR44cyciRI0973pNPPsmTTz7ZoHG6aVsUpafy46vPYq6sICAymmuffgkvP/+WHpYbN26OQ3eS+qCKv3Kx5VchqGT4XdOuxfPq3VyYHC+ESkv/pLJyP1KpmtiYu10HZK8HSwV4BkNEr3O6V8lbb+M0GMjwDefX+IEsvaT1ZyUsOLCAw7rD+Hj48Hif5nfxbWkCVYG8OeRNpv45lRWZK+ge3J1JKZNOOO6PrD9I06fh7eHNzR1vPu01a22ze/l4ImsFqb3uiJAbNxcJuQf3seTFpzBXVhCamMT1z73mFkFu3LRCaiNCATURIWteJZV/5wDgNyEBqU/Luiy5uTCxWCyUlJQAEB4eSnqNU1xU1O14eAS6DqpNi0seA5Kzn0Iad+zA8NNPAHzY9WqGtA+lc6TvGc5qWbIrsvl0z6cAPNb7MQJVgS08ovNDr9BeTO85HYDXt73O3tK99fbbnfa638utHW/Fx+P0Ub3jjRJaA24h5MbNRUDGzm389MqzWE0mojp2YeLTL6Hybt0pCG7cXKzURoT8IzwRbU50i4+AE1SdA1F1bXyDQzduGkKtW5yPjw/V1X9hNKYhk/kSEz3VdYAoHusflHL5Wd9HtNlcBgnAH7F9Oewfy/9aeTRIFEWe3/Q8FoeFfmH9uCLhipYe0nnl5g43MzJ6JHannRlrZ1BuLq/b91vGb2RVZKFRaJjSfsppryOKIltakVECuIWQGzcXPIc2rGXpWy9ht1mJ79mHq594Dg+VuqWH5caNm5NgqrJirHC1KfAP88TwZxb2EhMSLzmaKxPdKXFumo1jaXEhZGS+D0BszF3IZDUuboW7oSIf5J4Qd/a1MboFC7GkpmJWezOvw1gGJgbQM8bvXIffrPyU+hPbirahkqmY1X/WRfd/KAgCLw58kRifGIqqi3hi3RM4nA5sThuz98wG4PZOt+MpP724yTFbKbLakAsCPXzcQsiNGzfNzJ5VK1nx4Vs4HQ7aDxrGFQ8/hcyj7Td9c+PmQkWX71ot9QlUIhZUU7XeNTn1u6YdUs/GN+Z246ah1Aqh0NBUzOY8PDyCiYw8rt6jNi0u8RKQn51joa2wkNKPXRbLn7cfS6WHZ6uPBpUaS3l7u8tC/L5u9xHlHdXCI2oZvDy8eHfYu6hkKjYWbGT23tn8kvYL+VX5BCgDTlo79F9qbbO7eqtQSVuHBGkdo3Djxk2Ts3XpD6ye+zGIIl0vHctl9z2MVHb+/FFEUcSwfDnZN92MYdmy83ZfN27aMtoCV31QYKgnuh+OggjqXiGo2p+6J4cbN01Bfn4+EokNkd8AiIu9H6n0OFevw8td388hLa74lVcRjUZKY1P4PbInfWL96Rfful/br2x5hUpbJR0DOp4x9etCp51fO2b1nwXA7D2zeW/HewBM7TwVlezMDnBbDK3HNrsWt2ucGzcXGKIosv67BWz9ZQkAfa6cyKBJN5/XUL4lLY2iF1/CuGULAMZt27CXlBJwx+3nbQxu3LRFtDURoTirHYfOjFSjQHN5fAuPys2FTmVlJQaDgcjIIzgc5SiVUYSHTzx2QHkWlBwAQQrtRp3VParWrqVy1SqQSnmp3eWIgoT/jWjdfYNWZ69mdc5qZIKM5wc8j0zinjZfHn85u0t28/2R76mwVhCsDmZi8sQznwhsNbSu+iBwR4TcuLmgEJ1O1sz7tE4EDZ58K4NvuOW8iSBndTUlb71FxpVXYdyyBUGhwHPoEABK3nyTkrfeOmUfAjdu3ICuoIpgmYBXiat5od/EJCRK9+TLTfOSn5+PVGolOuYgAPFxDyKRHJdGXZsWFzMA1I1zG3VarWjnzyf/0ccASB08jqOeoXSL0jAosfU6r1VYK3hli6uB/W2dbiPZP7mFR9R6eKz3Y3QO7AzAPV3vQSE9s5NlqdVGmtECQJ9WJITc765u3FwgOOx2/vj0PQ6t/wcEgZF33EvXSy87L/cWRZHKP/6k+LXXsBcVAeA1fDghM5/CIzIS7bx5lLz5Ftq587Dr9YQ99xzCeUzTc+OmLSCKIhUF1QxWSwHwGhiOMkHTsoNyc1GQn59PZNQBpFILnp7tCA39jytaXVpcw5uoik4nFStWUvruu9hq6o9k7TvwnN8AEOGBEa3b/OOd7e9Qaiol1ieWu7re1dLDaVV4SD2YO2ouB7UH6RnSs0Hn1EaDUjyVaOSt5/O/9YzEjRs3Z43dauW3918nffsWJFIpY+57mPYDz0/Ha0tmJsUvvUz1hg0AyCMiCJk5E+9LhtcdE3DHHUg1GgqfmYXhhx9x6PVEvP02EoW7H4obN7VU6sykSEApEZAGKvEZHdvSQ3JzkVBYeISIiMMAJMQ/jCBIj+006iBno+tx8tgGXa968xZK3nwT84EDAMiCggh68AHmqtuj+zeLThE+DE8ObtLn0JRsK9rGj6k/AvBs/2cbFPG42FDL1fQKbXhT3dZmm12LWwi5cdPGSS0yMGfmE4RU5eKUyAi84k682vdu9vs6TSbKPvsM3bwvEG02BLmcgGlTCbjzTiTKEx2FNNdcg9TXl/yHZ1C1eg250+4k8pOPkXq1nqJJN25akvJNhUR5SBAB/+uSkXhIz3iOGzfnitPpRJD8gVRqR6lsT2DgpfUPOPoHiE4I6QR+Mae9liU1lZK33qZq7VoAJGo1AdOm4n/LLVQiZ/7rfwFw//B2rTYaZLabeX6Tq8/RxKSJjZrsuzk1m2uMEvq1IqMEcNcItToEQTjt16233nrCcd7e3vTq1Yufaro0Azz33HN1+yUSCeHh4UyZMoXc3Nwz3v+XX345YftDDz3EsGHD6n4uKSnhrrvuIjo6GoVCQWhoKKNHj2bTpk1N8Wtw00AMRhuzPlxMSFUuVkHOL8FjeXa3yOA3/mbwG3/xxI97Wbo7n5JKc5PdUxRFKtesIWPc5Whnf4Zos+E5eDDxvy0j6IEHTiqCavEeOZKoOXOQeHpi3LqVnJtvwa7VNtnY3LhpqzgqrQibXQ0ty/yUKKLdDY/dnB+Kig4QHOyqDUpKeuxEgXLkzGlxtuJiCp5+mowJV7pEkEyG3+TJJKz6k8B77kGiVjNvQyZVFjvJId6M6hDSXE/nnJm9ZzbZFdkEqYKY3nN6Sw/ngqDK7mB/pQlwR4TcnIHazs4A33//PbNmzeLIkSN121SqY/aEX375JWPGjEGv1/Pmm28yceJE1q9fT//+/QHo2LEjq1evxul0kp6ezn333cd1113XJGLlmmuuwWaz8dVXXxEfH09xcTFr1qxBp9Od87XdNAy7w8n/vtuFb+F+ACL7D+fq9kPZmK5ld66eXJ2J73S5fLfNJX7bBXsxMDGQ/gkB9IsLwFfd+J4k1pwcil5+meq1/wIgCwsj5Kkn8R45ssGre559+xC94Ctyp92J+eBBsidPIWrePDwiIxo9HjduLgREUaT8p1Qkdid6u4ijU+stIHdz4ZGR+SESiROTKYbAgMH1d9pMkLbG9fgkaXGOqiq0c+eim/8Votm14OY9ahRB0x9CERcHwMGCCt5ZdZTVh4oBuP+SRCSS1hkNOqw7zPwD8wGY2W8m3h7eLTugC4TtFdU4gSilB+HK1tXL8KITQqIo4nSazvt9JRJVgyaKoaGhdY99fX0RBKHetuPRaDSEhoYSGhrK7Nmz+e677/j111/rhJBMJqs7Nzw8nGnTpvHAAw9QUVGBj8/Zrzbq9XrWr1/PP//8w9ChrjqUmJgY+vTpc9bXdNN4Xl15mE2HC5hqzAZg1PixhMQnMgOostjZlqljY3oZG9O1HCysILWkitSSKuZvzEIQoFO4LwMSAxiQEEjvWD/UHqd+O3CazWjnzEU7Zw6i1QpyOQG33Ubg3XchUasbPXZVx47EfrOInNvvwJqdTfbkyUTNnYMyKelsfx1u3LRZjDuKMR/S4QR2Gu0MjnJPvtycH6qrMzCb/0IQQC6beOI8JWMt2IzgEwlhXes2izYb5YsXU/bxJzhqFkBV3bsT/OijqHt0ByC1uJL3VqeyfJ9rgVciwOS+0YztHHZ+nlwjsTvtPLvxWRyig0tjLmVE9IiWHtIFQ2utD4KLUAg5nSb+Wdv5vN932NB9SKWNnzA2FLlcjkwmw2aznXR/UVERP/30E1KpFKn03PLOvby88PLy4pdffqFfv34o3AXv553F23KZtz6TJGMmMtGOX1g4wXEJdfu9FDKGpwQzPMVVjFpebWVLppYNaVo2ppeRXlrNvnwD+/INfLY2A7lUoFuUhv4JgQxMCKBbtAaFzPU6qVq7lqKXXsZWk1bpOaA/IU8/jSL+3HqbeMTGEvPtN+ROnYolNY3sm24mavanqLt3P6frunHTlrCXm9EvywDgsMVBpRMCwlvfZMHNhUlG5rsIgoi2LJL27QedeEBtWlzyZSAIrtToP1dR+s47WLNdi3AesbEEzXi4LjMgs6ya91cfZemeAkQRBAEu7xLOgyPakRjcuupDjufrg19zUHsQbw9vnur7VEsP54JiS41jXGurD4KLUAhdiFgsFt58800qKioYMeLYCsa+ffvw8vLC6XRiMrmiYA888ACenuf2ISuTyZg/fz7Tpk1j9uzZ9OjRg6FDhzJp0iS6dOlyTtd2c2a2Z+mY+cs+AEYrXSttyQOGnjbi6OfpwZhOYYzp5FqJK64wsyldy4Y0V8QoX29iW1Y527LK+WBNKkq5hJF+Dq7f8iOBezYDIAsOJuTJJ/AeM6bJilzlISHELFxI7t33YNq9m5zb7yDyg/fxGjz4zCe7cdPGEZ0i5UuOIlocSMI8ST2kR66Q4u1/6jo7N26aiorK/ZSUrEAUISu7GyNH/ic92emAIytdj1PGYdy5k5I33sS0ezcA0oAAgu6/D8211yLI5eTqjHywJpWfduXjcLr6xY3uGML0S5NICW3dNW+5Fbl8vPtjAB7p9QiBKnd6alNhdTrZWeGOCLUaJBIVw4bua5H7NjU33HADUqkUk8mEr68vb731FpdddqxvTHJyMr/++isWi4WlS5eyZMkSXn755Sa59zXXXMO4ceNYt24dmzZt4vfff+eNN95g7ty5dYYObpqefL2Ju7/egc0hMi7JB8nqIziBlAFDGnWdEB8lV3aP4MruEYiiSK7OxMb0Mjaka9l2tJBhu//k+qNrUDps2AUJK5KHkjX2Bvr4RDKguIqkEK8mE0NSjYboL+aR9+BDVK9bR+499xL+2mv4Xt7wfhVu3LRFqjYVYMkwIMglGLsGwSE9/uGeCK20fsLNhUVGxjsAlJbGIjrD8fPzq39A3naoLsVi1lD67o9UrnbVCgkqFQG33Yr/7Xcg9fKk0GDio78Os3h7LjaHSwBdkhLMw5cm0SnC97w+p7NBFEWe3/w8ZoeZvqF9uSrxqpYe0gXF3koTZqeIv1xKorr1ZRBddEJIEIRmTVE7n7z77ruMHDkSHx8fgoNP9OP38PAgMTERcBknpKamcs8997Bw4cJTXtPb2xuDwXDCdr1ej69v/Tc0pVLJpZdeyqWXXsqsWbOYOnUqzz77rFsINRNGq51pX22nrMpK+zAfbouoZK3DQVBMHAGRUWd9XUEQiA5QEx0QzeXWXIrmf4CtJuUhNzqF9zpO4KAiCDIqWJnhchYK9PKgX7yrvmhgYgDR/upzEkYStZqojz+i4MmnqFi+nIJHH8Wh1+N/45SzvqYbN60ZW6kRw8osAHzHxpFX6io0d6fFuTkflOu3odWuBaRkZ3UlMjLihPdw+7YfKd3uiz5DDc41IJGgueYaAu+/H3lIMCWVZj759QDfbM3BancCMLhdINMvTaJHdH1RJYoiOyuMaG12+mu88Ja1Hmv4RYcWsaVwCwqpgln9Z7VaW++2yma9yza7r2/TLaA2JRedELqQCA0NrRM6DeGZZ54hKSmJ6dOn06NHj5Mek5KSwrZt27jlllvqtomiyI4dO+pFm05Ghw4dTmq97ebccTpFHlmyh4OFFQR4ejDn5p5s/PAlAFKaoHGqrbCQ4ldfo/LPPwGQBgUS8tjjpFw+jhEiHCgwsDFdy8Z0LdsydZRVWfltbyG/7XWl5kVoVPRPCGBAgkschfo2PrVH8PAg/M03kGo0lC9aRPFLL+HQ6Qj83/2t8s3TjZuzRXSIlC8+CnYnikQNnn3D0H7mylTwD299OfRu6mM0ZqLVrsXHpxu+vt1aejiNRhRF0tPfAsBq6Y3Z7ENExLG0OKfRiPbLL9HNXobT5hLmXsOHEzzjYRSJiWirLHy24hALNmVhtrkEUJ84f2ZcmkTf+IB699LZ7Cwp0vF1gZZUowUAmeCaFI8M8GFEgA/t1IoWe48/oD3A2zveBmB6z+lE+0S3yDguZGrrg1pjWhy4hdBFRXx8PBMmTGDWrFn89ttv5OfnM2LECBYsWFDn+PbII49wyy23kJKSwqhRozCZTHz++ed19tsAWq2WiRMncvvtt9OlSxe8vb3Zvn07b7zxBhMmTGjJp3jB8sFfqazYV4RcKvDZTT3RiCZyD7omTo1Nizse0WpF+9VXlH3yKaLJBFIp/jdOIfD++5F6u5yrpAJ0idTQJVLD3UMTsNqd7M7V1znS7copJ19v4ocdefywIw+A+CBPBiQEMDAhkH7xAfh5NswuU5BICHl6JlJ/P8o+/IiyTz7BoS8n5OmnESTutmduLgwq/83FmluJoJTid20SgkRAW+CaLAREtM7JghvQG3aQkzOX0tJVgCsFTKPpS2zM3fj7D24zCzZa3VoMhu1IJB5kZ3cGzERERCDa7eh/+onSDz/EUVoGgNLfRvDrc/AcPByD0caHfxzhyw2ZVFsdAHSP1jDj0mQGJgbUPX9RFNmor+LrAi3LSw1YRdfvSiWREKKQkWWyskFfxQZ9Fc+nFxCl9GBEgA8j/L0Z6OeNWnp+3uurrFU8uvZR7E47l0RdwuSUyeflvhcTTlFkW60QaoVGCeAWQhcdM2bMYODAgWzZsoWQkBCOHDmC0Wis23/dddchiiJvvfUWM2fORKlU0r17d9atW0dMjKujtJeXF3379uXdd98lPT0dm81GVFQU06ZN46mn3E4rTc3KfYW8tzoVgJev7EyvWH92rlgKokh4Unt8gk5Mi2wI1Zs3U/TiS1jT0wFQ9ehB6KxnUKaknPY8D5mEPnH+9Inz56GRrpS97VnlbEzXsim9jH35BjJKq8korebrzTkIAtw7LIFHRiU3aKIgCAJB992HzN+fohdepPybb3Ho9YS/9hqCR+vqP+DGTWOxFlRRsToHAM34BGQaBTaLg4oyl6GNOyLUuhBFB6Vlq8nJmYvBsLNuu49PVyorD6DXb2G3fgveXh2JibmL4OAxCELrSfv6L6LoJCPdVRsUGjqZtf+4UjJ9MzLJmP5w3eeBPNCb4KRsvIcNoKr3IN5fncrc9RlUmu0AdIrwYcalyQxLDqp7Xy+z2llcpGNRgZZ0k6Xunl28VNwYHsBVIX54y6RkGC38patgjbaCjfoqcs1W5ueXMT+/DKVEYIDGixEBPowM8CFG1Tw1JaIo8sLmF8itzCXMM4wXBr7QZoRsW+JItRm93YFaKqGzV9PXyjcFgijWSPU2SkVFBb6+vhgMhhN645jNZjIzM4mLi0N5mm73blovF/vf8ECBgWs/3YTJ5uC2gbE8O74jAN/MnEFh2hGG33oXPS4b36hr2opLKHn9dSpWrABA6u9P8KOP4jvhiiaJuhhMNrZkaGuEkZYjxZUA3DYwllmXd2jUh03FihXkP/4E2Gx4DhxI5IcfnFXfIjduWgOi3UnJR7uwFRlRdggg4Kb2CIJAcVYFP7y2HZW3nNvfdDsmtgYcDjOFRT+RkzMPkykLAEHwIDR0AtFRt+PllYTZXEBO7hfk539X159QpYohJnoaYWFXI5G0vsLw4pIV7N//P6RSLyLC57No0VK8bDbG/fgTAFJfXwLvvQeNaQGSou2sbfckD6b3QG90teZIDvHm4VFJjOoQgiAIOEWRDeVVLCzUsrLUgK1mSukplXBNiB9TwgPo6n3q9+xqh4MN5VWs1rqEUb6lfguQRLWCEf4uUdRX44lHE2UG/JT6E89ufBapIGX+mPl0C+7WJNd1U58v88t48mgeQ/y8WNyt4aUc58rptMF/cUeE3LhppZRVWbhzwQ5MNgeD2wUyc2x7APTFRRSmHUEQJCT3P0nfh1Mg2mzovl5E2Ycf4jQaQSLBb9Ikgh58AKlv0zn7+KrkjOoYyqiOrma+X2/O5ulf9vPlhiwcTpHnr+jYYDHkM3YsEh9f8v73P6o3bCD7ttuImj0b2X/djdy4aQNUrM7GVmRE4inH7+rEuv8Dbb6rmNgdDWp5rFYdeflfk5e3EJvN1ShUJvMhImIKUZE3o1Aci8ArleEktXua2Jh7yctbSG7eAkymbA4feZqMzA+IjrqNiIgbkMlaR4Ncp9NORsa7AET4XsvRed+DUolfQSGChwf+t9xMwLRp2BxVCO8/CMCj+yLRYyMhyJOHRiYxrnMYEolAicXG9zW1P9lma909unmruSk8gCuDNXg2wBDBUyplVKAvowJ9EUWRI0Yza7SVrNFWsNVQRZrRQpqxlM/ySvGUShji582IAB8u8fcmXHl2GQJp5Wm8uuVVAO7vfr9bBDUjW48zSmituIWQGzetEKvdyd0Ld5CvNxEf6MlHN/RAVpM3fWTjvwBEdeqCp6ZhgsC4bRtFL7yIJdWVYqfs2oXQWbNQdezYPE/gOG7sF4NMIvDkz/tYsCkbu1PkpQmdkDTQIthr0EBivvyC3LvuxrxnL9k33kT0vLnIQ0ObeeRu3DQdluwKKte6auj8rkpE6nVsEqdz1we1OEZjFjm5X1JY+ANOpytdTKmMICrqNsLDrkMmO/XfxsPDn/j4B4mOnkpB4WJycuZisRSRlv46WdmfEBlxI1FRt+Lh0bK9aYqKfsFozEBqU2CdupiCbn0hMpKI8HASXn4JZ3AIi7blkrf6U55CZLczHlVABO+MaMeEbhEIAqzVVfJ1oZY/ygzYa/KJvKUSrgn158YwfzqdJvpzJgRBIMVTRYqnivuig6mwO1irc4miNboKSq12VpYZWFnmcrbt6KVkhL/LcKGnjyeyBnymmOwmHv33UcwOMwPCB3B7p9vPerxuTo8oiseMEjSt973NLYTcuGlliKLIM7/sZ3t2Od5KGXNu6YWvWl63//CGtQCkDDyzSYK9rIySN9/EsPRXwNWzJ2jGw2iuuea8mg9M6hONTCrh0R/28M2WHBwOkVev7txgMaTq1o2YRV+Tc8dUrOnpZE2eTPTceSji45p55G7cnDtOq4PyxUdABHX3YFSd6k+IayNCAe6IUB3mQ4fQL/kBeXQUfpMnI2mm+kCDYRfZOXMoLf2TWgMEb++OREdPIzjoMiSShk+TZDJPoqNuIzJiCkXFv5Kd/TlGYzpZ2Z+Sk/sF4WHXER19ByrV2bc7OFvsxgrS9r0McvD81Y5QJaILczXYTpo6lR/y7Hy0YC35ehPz5FtACpKUcay+fihau4MPc4pZVKgj97joTy8fNTeGBzA+WIOntOnronxkUsYHaxgfrMEpiuyvMrFGW8FqbQU7K4wcqDJzoMrMBzkl+MqkDPP3ZmSAD8P9fQj0OPnf7fWtr5OmTyNQFcjLg15GIrhNeJqLXLOVAosNmQA9fNxCyI0bNw3kyw1ZfL89F4kAH97QnYSgY5OjspwsynKzkUhltOs94JTXEO12yr/9jtL338dZVQWCgGbiRIKmP9RiaWXX9oxEJhF4ePFuvt+ei83p5M1ruyJtoBhSJCYS+80ilxjKyiJ7yhSi5sxB1an5o1pu3Jwtjmob5UuOYteakfp4oLki4YRjaiNC/hd5REh0OKj6+290Xy3AuG1b3fbyb78l5PEn8Bo+rEkK2kXRSVnZGrJz5mAw7KjbHhAwlOjoafhp+p1bXzSJB+Fh1xIWejWlZavIzppNReVe8vIXkl/wDSHBlxMTcxdeXsnn/FzOhOhwYPh1GRmbXsI2pgKJHvyK2uP50QOY1q8DQeD2xWlklbvMDWK9nQxzHMDhlFDSdxLvHMxilbaCmj6p+MqkXBvix43hAbQ/j8XvEkGgi7eaLt5qpseGorXa+UdXwRpdJX9rKyi3O1haomdpiR4BV4reiBp77q7eKiSCwO+Zv/Nj6o8ICLw6+FUCVS0bobvQqY0GdfFWnzcnwLPBLYTcuGlF/Hu0lJeWu5qWPjW2PcOS6zvCHd64DoC47j1Rep189di4a5crDe7QIQCUHTsS+uwsVF26NOPIG8aV3SOQSgQe+n43P+3Mx+EUeXti17q0vzMhj4gg5ptF5E67E/OBA+TcfDORn3yMZ79+zTxyN24aj+mIjvIfjuKstIFUwG9iEhJV/Y9dU5UVY4Vrld0/7OIUQo6qKgw//ohu4dfY8lzpg0ileF8yHOPu3diyc8i79148Bw4k5MknUDSif169+zjMFBX9TE7uPIzGTAAEQX6cAULTChNBkBAcNJqgwFGU6zeTnTUbXfl6ioqXUlS8lICA4cTG3I1G06tJ71tL1br1lLz1Fqaswxied5kQRCmvJe77V/j6z80A6BxKssotBHp5cM+wREZ47ePdXTfwbfgE8nPsQAXg6gFzY3gAlwdpULWCSW2Ah4xrQv25JtQfhyiyq8LoSqHTVrC3ysSuSiO7Ko28lVVEoFxGXx8pW9OW4RTU3NVpCv3C3J8Zzc0WfevuH1SLWwi5cdNKyCit4v5vduIUXdGTOwbVT/sSRZHDG2vS4k7SO8iu01Hy9tsYatx/JD4+BE9/CM111yE0Q9rC2TK+azhSicAD3+5i6e4CHE6Rd6/vhryBH64yf3+iv/qKvPvvx7h5M7nT7iT87bfwGTWqmUfuxk3DcFodGFZmUr3J1XBYFqzC//oUPCJOXLzQ5bsmCz6BSjyUF9dHsjU7G93XizD8+KPLwAWXa5nmuuvwmzIZeWgojqpqtJ9/ju7LL6nesIGMCVfid8MNBN1/H1KNpkH3sdnKycv7mty8BccZIHgfZ4AQ0lxPEXDVvvj79cffrz8VFfvIzvmckpKVaLV/o9X+ja9vL2Jj7iYgoGkiXuZDhyh58y2qN24EwHiFDKePDaUiirSg+7nvww14aQ/SWQYVEh8eHZ1MVIo/S0r1PFMWiTPWVTfjJ5NyXag/k8MDSPZsva6tUkGgl68nvXw9eTw+jCKLrc6ee62ukjKbneVaO/hNQ9DcwRq8ELKLGRngQ4qn0m2b3UxsMbhSfvu10v5Btbjts920ai6Wv6HBZOOqTzaQUVpNj2gN397ZD8V/HHcK047wzcwZyBQK7v18EfKa34focKBfsoSSd9/DaXAVkfpefTXBj8xA5u9/3p9LQ/njQBH3f7MTm0Pksk6hvD+pOx6yhq80Oi0WCh55lMpVq0AiIfS5Z/G77rpmHLEbN2fGml+F7rvD2EtddspeA8LxvSwWQX7yxYi9f+ey7vtUYrsEMu7elo/aNjeiKGLcshXdggVU/f031ExBPBIS8L/5ZnyvGI9EdWLKlTU3l5I33qBy1Wqgxub5wQfwu+46BNnJBaTRmE1u7pcUFC45ZoCgCCcq+nbCwyYik7XcBM1ozCQ7Zw6FhT8jiq6IoJdnMjExdxMcPLZRtUm1mI8cQfvZZ1Ss/N31e5XL8bnpalL7/IzDWcWK3Lv48ZArlXis8ggqhQ3LoJGslygpsh6zrR6g38VNSR24LKU3ylYQ/TkXrE4nM7bM47eSEhzqHlhlYfX2hyvkNc1cfRjq790qol0XAmVWO5027Afg4KBO+MvP7yKP2z7bjZs2hMMp8sC3u8gorSbMV8nsm3qeIILgmFtcQs++dSLIfPAghc89j3nvXgAUKSmEznoGdY8e5+8JnCWjO4Yy+8ae3PP1TlbuL8L+zU4+ntyjwWJIolAQ8d67FD33HPolP1A061kcegMB06a6V/iaGNEp4ig3Y9easevMyMM9UUSf/sPlYkN0ilSuzaNiVTY4RSTeHvhPTEKZdPqaPG2tY1x4604fOVecFgsVv/2GbsFCLEeO1G33HDIY/5tvwXPggNP+33pERRH54YdUb9pE8SuvYklNpfiFF9F/+x0hM5+qlx5rMOwmJ2cuJaV/AE4AvL06Eh09leDgy5BI5Ke4y/lDrY6jfcorxMc9WNOL6Fuqqo9w4OB00jPerulFdC1S6ZkXAE179lA2+zOXsKzBZ9w4Ah98gI3FX+KsrCK3MpyfDrVHrZAyeGAkO6rkZGuCwC4ANvzlUq5XGZmy+g4SBSNMSIXzaKjTXGzKX8c/Rz/AC/ig+wASgtrzV40T3frySgosNhYWaFlYoCVSKeezDrH0bOWpXG2BrTXRoGRP5XkXQY2ldY/OjZuLgFdXHGLt0VKUcglzbu5FsPeJH3xOp4MjNfVBKQOH4qiqovSDDyj/ehE4nUg8PQl68EH8Jt9wytXR1siI9iF8dnNP7lq4g1UHi7nn6x18cmOPkwrBkyFIpYS+8AJSP3+0n39O6Tvv4NDpCH7s0fPqinchIDpFHAYL9jITdq0Je5n52GOdmbpq6RpUXQLxHRuHTHPhRmobil1nRrf4CNYsVz2FqlMAmqvaIfU884RbV9tD6AI1SrCVlKD/7jvKv/seh86VliaoVGiuuhK/G29EER9/0vO2Zen4enM23koZk3pH0ynC1evMs39/4n7+ifLFiyl7/wMsqank3HobXpeOQHbvIAqMv6A3HDNaCPAf4jJA8OvfKhdIFIoQ2iU+6epFlP81ubnzMZvzOHL02eN6EU1BLq+/8CCKIsZt29DOnk31xk2ujYKA95jRBN51F3s8gnjqj61cH/stCin8kD+RjpfEkqUWWGqzg5+r/nSQxoubIgIYE+iL4o+nwJQL3aaApPWkU58tRdVFzNwwE4Ab29/I8OjhANwaoeDWiEDMDieb9FWs0VXwW4mBPLONCbtSeTI+nHuigpC0wtdLW6HONrsNiEp3apybVs2F/jdcsj2XR39wRXM+ntyDcV3CTnpc7oG9LH7hKRSenky5+ibK3ngTe0kJAD5jLyP48SeQhwSf9Ny2wL9HS5m2YDsWu5OhSUF8dlNPlKdIJToV2i/nU/L66wD4TphA2EsvIshbfuW3sYiiiDUjA5xOPBITm3TyJjpFHJVWl8D5r+DRmahrDHIyZAIyfxVSbzmWDAOIIMgleA+NxHto5ClTvy5kRFHEuLME/a/piBYHgkKK5ooE1D2CG/R3E0WROdP/xWZ2MOmZPgScpIaorWI6cIDyBQswrFgJNlfalSwsDP8bp6C59tpTNnHemqnjvdVH2Ziurbe9W5SGG/vFcHmXsLr3BodeT/HH71OQ9S3Vw23Ya1qLCYKM0JAriI6eel6c2ZoSh8NEQeEP5OTMwWzOB0Aq9SIyYjJRUbfh4RFE9bp1lM3+DNPOndQcgO/48fhNncpWpw9z/s1gfVoZ16f8hG+0hVXiBA5J2tXdQyOIxGWnconExqM3TXFtFEV4rwsYcmDSN5Ay7nw/9SbF7rRzxx93sLNkJ+392/P12K/xkJ7agr3C7uDRI7ksLdEDcIm/Nx+0jzmlDbeb0zNm+1F2Vxr5uH0014Se/xR9d2rcBcCwYcPo1q0b7733Xr3tv/zyC1dddRWiKDJ//nxuu+22un2enp4kJyczc+ZMrr766nrXWrt27Qn3uOuuu5g9ezZAvQ9tT09PEhISmD59Orfeeuspx/jcc8/xyy+/sHv37nrb9Xo9fn5+/P333wwbNgyAH3/8kTfeeIPDhw/jdDqJjo5mzJgxvP322w38jVx47MjWMfNnVw7tA5cknlIEARze4EqLC7c6KXrkUQDk0dGEzpqF16CBzT/YZmZIUhBf3tqbO77aztqjpUz9ajtzbu6FyqPhk+uA225F6qehcObTGJYuxWEwEPHeu0hauYB2Wq2YDxzAtHMnxh07Me3ciUOvB8AjNhafsWPxuXzcKVfO/4soijjrxI4Zm9YlehxaE3atGdHmPPXJUgGZvxJZgApZoApZ4LHHUl8FQo3VubWgCv2ydKyZFVSszqF6ezG+4+JQdQpslavuzYGj2ob+51RM+10Tdo8YH/yvT0bm3/DXW6XOjM3sQCIR0IScfSPK1oLocFC5Zg26BQswbT9mS63q3h3/W27Ge+TIU0ast2RoeX9Nap0AkksFru0ZSZXFwe/7C9mdq2d3rp4XfzvItT0jmdTTB5llKXlDV2Dt7xJaggk810nw2RtI2J0D8Uxpd9J7tWakUhVRkTcRET6J4pLlZGfPpro6leycz8nJ/gKvA76ollQgKxUQ5HJ8r70G41U38HWBk58WZ1FUYcaplqLsKOeniJupFHxBAAEY5u/NlLAA7FvXszvzIF0HHNeCoXi/SwTJVBA/vMWef1Mxe89sdpbsxFPuyVtD3zqtCAJXz6LZHWIY7OfN06l5/KWrZOS2I3zSIYYBfhfOAsX5oNruYF+Vy/ykbys3SgC3EGrz+Pj4cKQm37qyspIvv/yS6667jgMHDpCcfGwlbNq0abzwwgv1zlWr63/wfvnll4wZM4bq6mq+//57brvtNsLCwhg9evQ5jXH16tVMmjSJV155hSuuuAJBEDh48CBr1qw5p+u2ZQr0Ju5auBOrw8nojiE8NDLplMfajEYOr3X9roIOpyPI5QTceScBd05DolCcryE3OwMSA/nytt7cPn8b69PKuH3+Nubd2gt1I1bkNFdeidTHl/zp06n65x9ypk4l6pNPkJ5hReh84qiowLRrF8YdOzHu3IF57z5Eq7XeMYJSCaKINSuLsk8+oeyTT1C0b4/P2MvwHTsWWXg4zipbTUSnJqqjPRblEa2nETuSWrGjrBE7qvpiR3pmIeMR7kXQnV0w7SvDsDwTh96CbtFhFPG++I5PwOMCt4E2Hy1Ht+QozkorSAR8Lo1xRcUa2BOrltr+QZpQNdJGGIW0NhwVFeh/+JHyRYuw5buiGMhk+Fx2Gf4334Sqc+dTnrs5Q8v7q1PZlHFMAE3sFcW9wxKI9HN9RpVWdmDx9ly+2ZKDxZKHqexbUvdvRiF1/d8oFGFERd6Kb3oYZTs/wJaTQ+ETT1L+zbeEznwKVdeuzfsLaAYkEjmhIRPw0ozhwN+zOWpYjS5YTlUnbyo7emMzRVOo7Mv+Ki+0h3WIHhLo6gsefogyCbXvKP5CFTdHJ3BDmD8xKtfnxWc1f6OIiIhjNzy8wvU9YTh4tG1RvqVwC5/v/RyAWf1mEe0T3aDzBEHgxvAAevqoufNAFqlGC9fuTmNGbCgPxYYgvUgWec6VHRVGHCJEKOREKpunEXJTctEJIVEUMTpPM0loJtQSSbOslAqCQGioKx8gNDSUl156ibfeeou9e/fWE0JqtbruuFOh0Wjqjnnqqad4++23+fPPP89ZCP32228MGjSIRx99tG5bUlISV1555Tldt61isjqYtmA7ZVUWUkK9eee6bkhOMYGq3ryZ3S89j9VTiofNTnTnroTOmoUiLu6kx7d1+sUH8NXtfbj1i61sytBy65fb+OLW3ngpGv5W5X3JcKLnzSX37nswbd9B9s23ED3nc2RBQc048lNjKyioEz2mHTuxpKbWOWXVIvX3R92zB6oePVH37IGyfXscZguVq/6havVmzOlFiARQubaS6h1/I/EJQ5Cc5gNGAKlfjdA5TvDIA1RI/RQITeCMJAgC6i5BKFP8qVybR+XaPCwZBko+2Iln3zB8Lo1pUI1MW0K0OTCszKJqYwEAsiAV/tcn4xHpfVbX09bUB7VVowRrVha6hV+j//lnxFr7a40GzaTr8bth8mnTdTdnaHlv9VE2Z7jqhuRSget6RXHv8EQiNPVd44K8FdzU08jgwJ8pLf2dWgOEnIoIfs+6hGxjf67rFcsNfaOJ/+1SyhcsoOyTTzHv3UvW9ZPwnXAFQQ/PaNH0YYcoorc5KLfbKbc5KLfZ0dmOPS63O+r/bLOjs1ixChJQDnN91SIAtS8ZX/jvVE4Auoo7Gc4q7ujxOIG+x7INbDYbxcXFwH+F0G+u78ljm/aJn2e0Ji1PrHsCEZGr213N2PjGP5/2Xip+75XEzKP5fFek482sIjbqq/ikQwwhigvrPa052NxGbLNrueiEkNHpJOHffef9vulDOuPZzL1cHA4HCxYsAKDHObiGORwOfvzxR3Q6HfImqLEIDQ3lm2++Yf/+/XTq1Omcr9eWEUWRR37Yw4GCCgI8PZh7Sy88TzLJt5eVUfz6G1QsW0ZOVDB4epPYqTvRz79ywace9Y71Z+HUvtwybytbM3Xc8sVW5t/WG29lw1+L6l69iFm4gJxpd2I5fJisKTcSPW8uHlFRzThyV2qQJTUV4w6X6DHu2oW9sPCE4zxiY1H17IG6RvjIY2Lq/q6OSiu6H9MxHy5HNPsi+IxG1f0k9xKdiKZyBJkZeYQfqi4JeET6uUSPnxLhPEUYJB5SfC+NwbNXCIYVmZj2lVG9uRDT3lJ8Lo3Bs09Yg6JMrR1rfhW6749gL3FN+D37h+F7WRySRqRv/pfaiJB/G6oNEkUR4+bN6L5aQNXatXWiXtGuHX4334Tv+PGnTUfdlK7l/TX1BdD1vaO4Z9iJAkgUnWi1/5CdMwe9fmvddn//waj9bmLn4XDSq/Ioq7LywV9pfPR3GiPah3DjkAn0H38FZe+/j+GnnzAs/ZWKVasJvPNO/G+7tUki6VqrnSKrrUbQHBMv5TYHOvvxgsb1XW930OiCbMH1Pyyz21Hb7VgcUqwWJ2pnNbGqbOLUmfhQiReVBKuDSAodRWxgX8rSZ2LS/kpQ0CgCfbvVu2RRURFOpxNPT098a+u09LlQtNd1v+TLzvl301I4RSdPrX+KMlMZCb4JPNHnibO+lqdUynvtoxno58XjR/PYoK/ikm1H+Kh9NMMDWk+GQWukrTRSreWiE0IXGgaDAS8v14eoyWRCLpfz+eefk5CQUO+4Tz75hLlz59bb9vHHH3PLLbfU/XzDDTcglUoxm804HA78/f2ZOnXqOY/xf//7H+vWraNz587ExMTQr18/Ro0axZQpU1BcQKldDeHDv9JYvrcQuVTg0xt71qV+1CI6HOgXL6bknXdxVlbikEgoCfQFp5OuN958wYugWnpE+/H11L7cNG8LO7LLuWneVr66vQ++qoaLIWX79sR+s4ic2+/AlpND1uTJRM+dizK56YqnnSYTpn37jtX37NqFs6qq/kEyGcoOHVD36FEjfnogCwg44VqiKGLaW4Z+aRpOo71uu9RX4arVqUlhQ2bFsn8zlX/9hnn3rrrjyuVyvAYPxmfcWLyHD0eQnd/0FpmfkoAp7TGn6zEsS8dWZES/NJ3qLYX4jk9AmaA5r+NpKkSnSOW/NbbYDhGJtxz/a5NQJp97AbA2v+1YZzvNZgzLllG+YKErqlmD17Bh+N9yM+p+/U77/rQp3RUB2pLpEkAeUkmNAEog/DgBZLPpKS/fQnn5JrS6tZhMOYDLACEkZDzR0VPx9koB4NEYeHBEMn8cKOLrzdlsydSx6mAxqw4WExOgZvLo27nyymswvfMmpt27KX3vPfRLlhD8+GN4X3rpWb2faq12Xkwv4LsiXaPPBfCSSvCTy/CTS/GXyfD3kOEnk6IRnSj27EL29194FRXiU12FWipjZ3xfvlC1xypTIACBShlXdA3n2i7dSQ6sICf3CwoLf8dptELGYrRFcZiMmYBAfNz0E+6ff1xaXN3zP7LS9T2qL3gGntXzag18uf9LNhZsRCFV8ObQN1HJTuxH1VgmhvrT3UfNXQeyOFBl5oa9GfwvOpjH4sKQNzIV9mLA6nSys6JGCLkjQq0TtURC+pBT5ys3532bA29vb3bWOMcYjUZWr17NXXfdRUBAAOPHj687bsqUKcycObPeucHB9dME3n33XUaOHElubi4PP/ww06dPJzEx8ZzH6OnpyfLly0lPT+fvv/9m8+bNzJgxg/fff59NmzadUKt0ofL7/kLeWXUUgBcndKJPXP2JlOnAAYqeex7zPlfEUtmxI9XXX439x2/wCQomrF3KeR9zS9I1SsM30/oxZe4WdufquWneFhbe3hdfdcPFkEd0NDHfLCJ36jQsR4+SfeNNRM3+FHXPnmc1JrtOV8/UwHTwYJ0jVi0ST09U3brVRXxUXTojOcNr3FFlRf9LWl3hvTzME82EBDwivE7qxuY9IJ7AOydjzc2lYvkKKpYvx5KaStVff1H1118IKhXew4fjc/k4PAcNQuJx/vK0lQkaFP/rQfXWQipWZWMrMlI2Zx+qzjV2236t27zieOzlNbbYmS5bbGXHAPyubpgt9plwOJyUF9UIoVYcEbIVl1D+7Tfov/u+zsRDUKvRXHUVfjdOOW2ariiKbMrQ8t7qVLaeQgA5HEa02rXoyjdRXr6RysqDcFzsRCr1IiLiBqIib0GpPNFQxkMmYXzXcMZ3DSetpJKvN+fw4848srVGXl15mLelEsZOeJRbRh/Fa/5sbPn55D/wIOq+fQl56skGL4w4RZFvCnW8nF5Aud0BQIBchr9cWids/GQ1Akcuw79223GiRyOX4vGfuYBDr0e3YCG6r7/GWeF6nVVqgliUMIwV4T2xSWUIAgxODGRiryhGdQg5zlHTj5Tk54mL+x+5ufPJy1uI0ZgJQGjoBLy8Tqw9zT9ZfdCR5a7vbTgtbnfJbj7c9SEAT/R5gnZ+TWeUkahWsrxHEs+lFzA/v4wPc0rYpK9idsfYNlEDcz7ZV2nC5BTxl0tJUreNhe6LTggJgtDsKWpNgY+PDwaD4YTter2+nhWgRCKpJ1a6dOnCn3/+yeuvv15PCPn6+p5R1ISGhpKYmEhiYiJLliyhe/fu9OrViw4dOjR6jLX3PJ6EhAQSEhKYOnUqM2fOJCkpqc6U4ULnYEEF07/fA8CtA2KZ1OdY8aajqorS9z+gfFFNTyAvL4Ieegi/Gyax7D2XHXTygCEXTTToeDpF+PLttH5MmbuZvXkGJs/dzNd39MXPs+EfPvLgYGIWLiD3nnsx7dxJzu13EPH+e3jXOBqeClEUseXk1KvvsWZmnnCcLDgYda+edfU9iqQkhEa8xxj3lrqiQNV2kAh4D4/CZ3hUg1LbPKKiCLz7LgLvvgvz0aNUrFhBxfIV2HJzXY9XrEDi44P3pSPxHTcOdd++jRrb2SJIBbz6h6PqEkTFqmyqtxRi2leG6ZCuzm77XFLKmhtRFDHuKkG/tMYW20OK5op41D1Dmuz/0FBswukQkSmkeDfCae58Ydq3D92ChVSsXAl2V4RSHh6O3403orn2mtMakIii6IoArakvgCb1ieLuIdGohCOU6z5nR/omDBW7EcX6iwlqdSL+fv3x8++Pv98AZLKG1WAlBnvz3BUdeWxMMsv2FPD15hz25Rv4ZU8hv+BNl8tn8mDpZsL/+BHjli1kXnU1muuvI+iBB5D5nbrx7YEqE48fyWV7hSstsoOnkteTo+h9Dqk/9tJStPPno//2O5w19VVFviF8nTCcfyK745BIiQv05NqekVzdI4Iw31NHNxQegSQmPEJszF3k539DVdUREhNOnhZ2ghAy6SFrvetxG7XMNlgMPPbvYzhEB2Nix3BNu2ua/B5KqYTXkiIZqPHi4cM5bK8wMnLbEd5LiWZM0Mmt4C9GavsH9fH1bDNzlotOCLUVUlJSWLly5Qnbt23bVs8E4WRIpVJMJtM53T8xMZFrrrmGJ598kqVLl55yjHl5eRQVFdUzYti2bdsJAu2/xMbGolarqa6uPqdxtgXKqixMW7Adk83BoMRAnh7XHnBNFip//53iV17FXloKgM/YsQQ/8Tjy4GAsxmoydrkaA6YMGNJi429pOoT78O2d/ZgyZwsHCiq4Yc5mFk3tS4BXw1ebpL6+RM+bS/5D06lau5a8++4n/JWX8Z0woe4Y0WbDfPgIpp07asTPThxlZSdcS9EusU70qHr0RB4RflZv+I5qG/qlaZj2uu4hD1XjNzEZj7OMDiiTklAmJRH04IOY9+1zRYpWrsReUoLhx58w/PgT0sBAfEaPxmfcOFTduzX7B5XUU47flYl49g3DsCwdS4aByjU5GGvttju3Prttp9FG+S/H/i4eMT74X5fkSktsQrQFx4wSGus211yIdjuVq1ej+2oBpl3H0i5VvXrif9PNeI+45LQNm+sE0OpUtma5BJBCClP72RiTlI/d9D1H9mzH6az/+aRUhOPnPwA/v/74+/VHoQg5p+eh9pBxfe9oru8dzZ5cPV9vzmbZ3gL2aq3cIelB7MgEHs9ZRey+zei//Y6K5SsIuv9+/G6YVK/3WJXdwZuZRczNL8UhgqdUwmNxodwREYTsLP9mtoICtPO+QP/DD4gWCwDpPuF8lzyCjeGdUSs9mNgljGt7RtIzxq9R/x8ymTcxMXedcr/RaERX09Q2PDzctTF1FTjtEJQCAQmnPLe1Iooiz258lsLqQqK8o3i2/7PN+p4yPlhDF28Vdx3IZnelkVv3ZzItMpCnE8JRuJt4s6XGKKGPb+uNcv8XtxBqpdx777189NFH3Hfffdx5552oVCpWrVrFvHnzWLhwYd1xoihSVFQEuGqEVq1axR9//MGsWbPqXc9oNNYdV4tCocDvNKtgM2bMoGvXrmzfvp1evXrx5JNPkp+fX2fIMGrUKNq3b8+kSZN4+eWXCQ8PZ+/evTzyyCPcfffdeHu7VvGee+45jEYjY8eOJSYmBr1ezwcffIDNZuPSSy9tkt9Xa8Vqd3Lv1zvJ15uIDVDz0eTuyKQSrNnZFL3wItUbNgAgj6npCTTwWE+gtG2bcdhs+EdEERRzYbrENZSUUB++u7MfN8zZwuGiyhox1I8g74aLIYlKReRHH1L49NMYlv5KweNPYMnKQhAkGHfuxLRnD+J/FhAEuRxlly6oe3RH1aMH6u7dkWo05/x8TPvLKP8lDWeVDSTgPSwKn0uim8TgQBAEVF26oOrSheDHHsW4fQcVy5dT+ccfOMrKKF+0iPJFi5CHh+Mz9jJ8xo1DkZLSrJMHjzBPAqd1xrT/OLvtbw7jEeeDZnwCHuGt40PTnFpO+ZKjOCpqbLFHROM9LKpZzB7qjBJaQX2Qw2BA/8MP6BYtwl5QY+4hl+M79jL8broZVaeOpz1fFEU21tQAbcvSEaou4dKYo4xMyCVEcRCHo4KS/GPHy+X+daLHz28AKlV0s73+ukZp6Bql4elxHfhxZx6LtmSTXgr3JFxLZ9/uTD/8G2FluRS/8grl339PyJNP4jlwAL+VGngmNZ8iqytadXmQLy8kRhB+lqlQ1qwsyj6fg37pUgSHK7XukF8M3yaPYFtIewYkBvJ2r0hGdwxtVMuAxlAbDfL39z+Wkt7G0+K+O/Ida3LWIJPIeHPIm3h5NP97SYxKwa89Enklo5DZuaXMyStji76azzrGEtdG0sGaA6cosrXGKKFfGzFKgGYWQv/++y9vvvkmO3bsoLCwkJ9//rmeZbIoijz//PN8/vnnlJeX07dvXz7++GM6djz9m+7FQGxsLOvWrWPmzJmMGjUKs9lMUlIS8+fPZ+LEiXXHVVRUEBbmyptWKBTExMTwwgsv8Pjjj9e73pw5c5gzZ069baNHj+b3338/5Rg6d+7MyJEjmTVrFitWrKCwsJCcnJy6/TKZjD///JOnnnqKKVOmUFJSQkxMDFOnTuWxxx6rO27o0KF8/PHH3HzzzRQXF+Pn50f37t35888/zxjdasuIosispfvZmqXDWyFj7i298ZFB6ccfo/3sc0Sr9bQ9gQ5vdDVRTblI0+L+S7sQb767sx+T52zmaHEVN8zZzDdT+xLs0/C0IkEuJ+zVV5FqNOi+WoD209n19kt8fVF37+6q7+nZE2XHjk3aq8lRbUP/azqmPa4IoCxEjf/EpLO2Xz4TglSKZ98+ePbtQ+gzT1O9cSOG5cupWr3GtTI9dx7aufPwiI93NW4dN7bZrNkFQUDdOQjVcXbb1swKSj7chWefUHxGxbaY3bZoc2L4I4uq9a6JoixQhf+ks7fFbgjHrLPPvwgU7XYsR49i3LUL067dVK5ZU7cIIPXzw++GSWgmTUIefHq7aVEU2ZCmZd7ajViN2+jqf5RJQ1PRKI6lTDscrjofP02fuqiPl2cSgnB+V8991XJuHxTHbQNj2ZShZdHmHP44IDA14H+Mzt7KrYdW4pOezuYnnuLje2ewKcyVvhyj9ODVpEguOUunMPPRo+R99CnWVX8iiE4EYHdgAt8lj0SX1Jlre0bzbs+IE4xzmoMT0uLsFldECCDl8ma/f1NzWHeYN7e9CcDDPR+mY+D5mzt6SCQ8lxjBAI0XDx7KYW+ViUu3H+Gt5CiuDDn1AvOFzFGjmXK7A5VEQmfvtlP7LYii2GhHx4aycuVKNmzYQI8ePbjmmmtOEEKvv/46L7/8MvPnzycpKYmXXnqJf//9lyNHjtRFE85ERUUFvr6+GAyGerUzAGazmczMTOLi4lC28u7ybk5OW/4bzt+QyXPLDiII8MWtvemjS6fo+RewZmUB4DmgPyHPPHPSiaexwsDsu25CdDq5/b3P8AuLOOGYi5XMsmomz9lMocFMfKAn30zrR6hv414boiii++JLDL/8jKJ9+zoba4+EBIRmSm8wHdBS/nOqKwokgPfQKHxGNk0UqLE4zWaq/llLxfLlVK1dW6+hq7JDB3zGjcVn7FjkYScWpzcVdr3ZZbddk4ImqGT4jozGs1/4ebXbthbU2GIX19hi9wvDd+y52WI3hIXPbKKi1MQVD3UjKuXcHehOh728HNOePZh27ca0ezemffvq+v7UokhOxv/mm/G5fNwZxb/FUsbmw6vZk76aQPl+QjxL6+2XSDzw9e1ZE/UZgLd3ZySS1peAUlJpZvG2XL7dmkt5mY52Gh07+3TDJvdAbrNxW0kOj11xKV5n0ZDZsHsPR9/+EK9tG+q2bQlpzy8dR5E4vD/X9oykT6z/KXvINQeLFi0iNTWVMWPG0K9fP0hdDYuuAa9QePgQtKHULqPNyPW/XU9WRRbDIofxwSUftNiCYYHZyr0Hs9lcUx9zU3gALyRGoGqCfm1tia/yy3j8aB6DNF780P3cjbbOhdNpg//SrO9Ml112GZdddnJPelEUee+995g5cyZXX301AF999RUhISF888033HXXyfNcLRYLlpq8WnA9WTduWhvrU8t4cfkhAGYNCCFpzpvk/OZqWCcNCiTkiSfwGTv2lG/cRzdvQHQ6CYlPdIug/xAX6Mn3d/bnhjmbySir5vrPN/HttH71LHjPhCAIBNxxOwF33N6MI3XhNLqiQMbdNVGg4JooUFTzRRvOhESpxGfMaHzGjMZRWUnlmjVULF9B9caNmA8exHzwICVvvoWqZ0+XKBo9+qSW3+eCTKMkYHJ7LP306JdlYCusRr8sg6qtRWjGJ6BM1DTp/f6L6BSpWp+P4Y8sly22lxy/a5NQNbMoAbBZHFSUuSIwTR0REp1OLGlpLsFTI3xOZvIh8fZG1bUrqu7d8OzXD1WPHqd8P7LbK9Hrt6HTbSSveB2iLQ2Ajpqae4oS1F6dCQkcgJ/fAHx9eyCVtv6Fq2BvJfdf0o6OXUOYfiCbLTUpa+3S03lmwUdElRSR9v6b+D3wENFTrjvjIokoiuxZ8Q9lsz8jInUPXoATgQ3hnTkw/CoGXTaQRZ3DTto7rrkRRfHEiFBdWtxlbUoEAby0+SWyKrIIUYfw4sAXWzRrIlzpwQ/dEnk7q4j3sotZWKBlm8GVKpfs2fr/D5qKWqOEvpq2kxYHLVgjlJmZSVFREaNGjarbplAoGDp0KBs3bjylEHr11Vd5/vnnz9cw3bhpNJll1dy7aAeiw8HT9kMMeOF5KiorQRDwmzyZoIceRHqGiOfhDWuBi9sk4XREB6hraoY2k6011omh85Fe0hhMB2uiQJU1UaAhkfiMjEGQt55Jh9TbG82VV6K58krsOh2Vf/5JxW/LMW7fjmnHDkw7dlD88it49uuHz7hxeI8ccVrHsMaiiNcQ/L/uVG8touLPLOzFRsrm7kPVMQDfcfHImsFRza43U774KJYMVwqXskMAflcnIvU6P1a4usJqEEHlLUftc273dFRWYtqzt0b47MK0dy/OysoTjvOIj3fZunfvhrpbt9NGPx0OC4aKnZTrNqIr30Rl5V5E0VHvmPyqcFD0on/7UcSFD2qws1troshi47m0fH4p0QMQ4iHjgdAgSswKvuswgRuMPxFZWYrx5edZO28BiumP0Hf88BOiOMUGE/988xvq7xeQWJRGBOAQJGyJ74V90s2MGduPOwNadnKo1+sxGo1IJBKXuZHTCYdXuHa2Mbe4pWlLWZaxDIkg4fUhr6NRalp6SMgkAo/Hh9Ff48V9h7I5XG1mzPajvJoUwfWh/hdFevsWvSvdt18bMkqAFhRCtYX7ISH13WFCQkLIzs4+5XlPPvkkDz/8cN3PFRUVRDVzt3g3bhpKhdnG1K+2EVyUxdsHfyGyJAsnrp5Aoc89h6pzpzNfo6yU/MMHAEjqP7iZR9x2ifJX8/1d/ZlcK4Y+28y30/oRHdDyYshptKH/LQPjzhIAZEEq/CYmoYhu3R3JZf7++E2ahN+kSdiKiqhYsZKK5csxHzhA9YYNVG/YQNGzcryGDcP3ygl4DR6M0AQ9igSJgFe/MNRdAqlYnUPV5gJMB7SYjujwHhKJ97CoJktVM+4uofyXNESzA8FDgmZ8AupeTWeLfSpstvIaMSFQmleCRF6Nf6QfdntVTb2MBBBqxiGp2SbUG5coilizso6luO3ahSUtDf6T4S6o1S7DjG5dXTVvXbue1uTD6bRTWbmf8nKX8DEYduB0WuodU2wM5LAuiTR9Mp3jLuGOYT0aVZ/XmrA7ReYXlPFaRiFVDicS4PbIQB6LC8NHJoWEECyXJvH77iv5/fP5DN64lJCiTHj8Pr7+rBfinfcz5pKu7MjUsuv7ZXT660e66PMAsEmkpPYYRsTdd3LbgM7nNfXtdNRGg0JCQpDL5ZC3A6qKwMML4trOgluGIYOXt7wMwL1d76VnyNn1hGsuhvh781fvZO47mM2/5VU8dDiX9eVVvJYUiZes9bYMOFfyzFbyLTZkAvTwbfnP4MbQ4km7//3wEUXxtB9ICoUCRRMWL7tx01Q4nCKPzN/ApWsWMT5zAxJRdPUEmv4QfpMmNbh/y9FN6wCISOmIT2BQcw65zROhUdWlyWUelyYXG9hyq6+mwzrKf0rFWWEFAbwGR+J7afRJG6O2ZuShoQTcfhsBt9+GNSsLQ02PImt6OpWrVlG5ahVSjQafcePwvfJKlJ06nrOYkKjlaK5IwLNPKPpl6VjSDVT+lYtxRzG+Y+NQdQk663s4jTbKlx4zqvCI9sb/umRkgU1ri/1fHA4zBw89SknJinrbk65yfV/775muILj6izpxCR4nCCqgH9AXEEEQJAhSGYJUjiCXI8jkCMJRIBVB+AkOShAQQBDqRFed0ELAZM7H4aiqf1tJIEfKk9iQG8thXRJV9kBu7BfDe1fGt1kBBLCzoprHj+Sxr8qVmtjdW83ryZF0+U9xt0ImZUKvWOj1HIcP3Ubqq28Sv/UvemdsxzxzGl/E9KNrWSpXV7gWda0yDwwjxtH54XvpEhN5vp/WGTllWlziSJC1jTmV2W7m0bWPYrKb6Bval6mdp7b0kE5KkIec77om8GF2CW9kFfJDcTm7Kox81jGGTm3IRKAx1EaDOnup20SvzuNpMSFU23emqKiozvUMoKSk5IQo0bnSjH4QbpqZtvK3E0WRr1+dy81L5hJgdtWt+YwbR/Djj53Reem/1LnFDRza5OO8EAn1VfJ9TZpceqlLDH0zrR8JQec3PO802V1RoB3FgMt5zG9iEoqYxkWByqutbMrQ4hRFLkkJbjYr3cbgERtL0L33EnjPPViOHMGw9FcMvy3DUXrMjtsjIQHfCRPwHX/5OZssyEM9CZzaGfMBLfrlGTjKLei+PYLHpkKX3XYjey2Z0/WULz6Cw2AFCfhcEo338OhmN2Ww2crZs2cahopdZz74lIggANJ6W/5zhBOwur5qHzYSmcwHP00/ymydWLgziL/T1YCAUi7hxr4x3Dk0nmDvtiuA9DY7r2QUsrBAiwj4yqTMjA9jSngA0jOI65T2MaQs+Ijy3ftIm/UCXkf3c2WGa8HKplSjvPY6Ot4ztcnr6JqSWiEUGVkj0g7XCKE2lBb31va3OFp+FH+lP68OfhWppPVOuCWCwIOxIfTTeHLPwWzSTRbG7UzlucQIbg0PuOBS5eoaqbax+iBoQSEUFxdHaGgoq1atonv37gBYrVbWrl3L66+/3iT3kNc0RjMajahUzbvq5+bscTpFHBYLjqoql5OR1YpELkOQy6m0WnFUVmLdvgMhNARZaChSr9aVf2rNzmbPIzPps2+H6+ewCBJffgHPAQMafa3ywnyKM9IQJBKS+g088wluAAj2UfLdna40udSSKiZ9vplvp/UlMfj81C2Yj+go/zHV1X9GAK+BEfiOjmlQFMhid7AzW8+61FLWp5WxL99Ql+nk6SFlfNdwJvaKoke0psU/PAVBQJmSgjIlheAZD1O9aROGn3+hcs0arOnplL7zDqXvvou6X198J0zA59JLkXie3QejIAioOgWiTPaj8t98Kv/JxZpVQclHDbfbFu3H2WKLNeL0uvOTomgy5bJ7z+0YjRnIZL507fI5Gk0vRFFk/uPrMFaaGXuFF16F+zHt3Y1x3x4cWq1L9NR8iQLIQkNQduqAslNHlB07oEiIB7kMcCKKTkBEFJ0uMSSKdT//dz+Idcf8d79M5sv2ggBmrclgd64e4IIRQKIosqS4nOfTCtDa7ABMDPVjVkI4QR6Ns2v369aZXksXU7FyJaXffIdP/34E3HRjk9bMNQcOh4PCQld/qIiICNCmQ+lhkMigXdvo5bcqexXfH/kegFcGvUKQum1kS/TVeLG6dzIPHsphlbaCJ4/msb68kneSo/CVt/wiV1OxuQ32D6qlWf8KVVVVpKWl1f2cmZnJ7t278ff3Jzo6moceeohXXnmFdu3a0a5dO1555RXUajWTJ09ukvtLpVI0Gg0lJa48fbVa3eITiQsNURQRRXCIokvQiCLO2sdOcCLicLp+dh73s8RuQ26z4mGzoLBbkf6nEFc0gVkUKSvXI65cSf7SpXX7JJ6eyEJDkYe4hJE8NARZSO1315dU0/yTRqfVinbOHEpnf46XzYpVIiNr9LWMf+2Js+49c3iDKxoU06U7ah/fphzuBU+Qt4Lv7uzHlLmupquTPnc1XU0ObT4x5DTXRIG210SBApSuKFDsqf92oiiSWlLFutQy1qWWsiVDh8lW//WfFOKFxe4kW2vku225fLctl8RgL67rFclV3SMb1Ui2uRBkMrwGD8Zr8GCX89wff2D4ZSnG7dsxbtqMcdNmip5/AZ9Rl+I7YQLqvn0bnB5a7z5yKT4jolH3DMGwMhPTnlKqtxRh3FOGz6XRePULQziJTa2tqBrdd4exFdXYYvcNxXdcfLPbYgNUVO5nz547sFrLUCrC6dbtSzyqvKn4/Xf02/djrOgByKh65F7MjmO1OBK5B8oO7VF364aqe3dU3bohr8meaGqcTpGMsmp25+pZuDmbPbmu2lylXMJN/WK4c0hCq3idnQtHqs08cTSXTTWTtHZqBa8nRTHA7+wX0wRBwHfsWHzHtp0GpKWlpdhsNjw8PAgICIDN37l2xAwEVevveZNXmcezG54F4PZOtzMwom0tEvrLZSzoHMecvFJeTC9keamBvZUmPusYQw+fticc/ovOZueo0QxAnzZmlADN3Efon3/+Yfjw4Sdsv+WWW5g/f35dQ9XPPvusXkPVTp3OXFBey5m8wkVRpKioCL1efy5P5YLGWSNmnKKIU3T9zmofn7DPKeKkZptTrEtbPxMy0YHcYcfDacPDYUfyn+QOEbBJZNilcuwSKTgdiDYbxdv2YVy5mkBTBYFmA95W48lv8B8EhQJZaAjykND630ND60ST1N//rHvGVG/c6OoJVGPssTMoiT3XTOO1B8addXGsKIrMf/gedAV5jLl3Oh2Hjjir67Q0os2BXW/BUftVZUUe6okiXoNE0fyTUF21lRvnbuFgYQX+nh58fUdfOoQ3/YqtObWc8h9ScRgsrijQgHB8RseedKJdWmlhQ1oZ61LLWJ9WSnFF/UL0QC8PBiUGMqhdEIMSAwn1VSKKIlszdSzenseKfYV1YkkmERieEsz1vaIYlhyErJX1qrDm5WH49VcMS5diyz6uAXNoKL7jx+M74QoUiWffY8KSaUD/azq2QtfkVhasRjM+HmU714ROdIpUbcjH8HuWyxbbU47fNe1QdTg/aUta7b/s238/Dkc1KnsYERt6YVu/H1tNalK5ph27uj2E0lTG4PQPUXfvVuPm1h1lhw5ImqFfmiiKFBjM7M3VsyfPwN48PfvyDFRa7HXHKOUSbu4fy7TB8W1eABkdTt7NKuLT3BLsIqgkAg/HhnJXVBAebcwmuinYsWMHzMcf8wAA0AZJREFUy5YtIy4ujltuuQW+uAxyNsJlb0Dfkzv0thZsThu3rryVvWV76RrUlS/HfIlc0jKNl5uCXRVG7jqQRY7ZikyAmfHh3BUVhKQNL9L/Xmrg1v2ZtFMrWNe3fUsPB2hcH6FmFULng4Y+WYfDgc1mO48ja70cKarg3dVHKdSbqbbaGyRkzoQggJdChpdCjpdCQoRJT5w2m8iiTILy01FW1+/3JMrlkNgOj46d8ezaBZ9OHZArj334aqssHCiqZndeBbtz9ezNM1BlsaOwWwg0VxBo0hNoMhArVtFOMBFhr0RTXY6HTouzXNewQcvlyIOCThJVqvkeGoosMBBBdixwai8tpfi116lY7sqvNqh9+aTDeEp6DuLHeweeU3+IkqwMFj7+AFK5nHs+X4RC3fqKKkVRxGm0uwROufk4wXPssbPqFP9nUgGPaB+USRqU7fyQh3shNJOjkt5o5aZ5W9mXb0CjlvP1HX3pFNE0ETanxY5heSbVW11F0lJ/Jf7XJqGIP3Z9s83B1kwd62vEz6HC+q9/hUxCnzh/BrcL/D975xkeR3m14Xt7165677Lce8XdYHoPnYRQQg8kIYFQEmoCIR8EUmgJJCQBAqGbFoqxMe69F1m997K9zsz3Y6SV5IaLZEn23Nc11+zOzM68u1pJ7zPnnOcwuyCRESm2QwpodyDMJ9vqeXtDNZurOqLbE20GvjcpncsmZ1KQNLjuxEmShH/LFpyLFuH67H+IPXq+GceMkVPnzj0HbdyR9+2RRAnvetluW/TKk3njqHhsc9NxfVVJsLTTFntEHLGXDENj619bbEmSCJWWUr3jb1Ra3we1hH6Piri/aVEHOn+uajWGEcOpKzibra58soZZOO/n0/olct3qCbKtxsnWGvlv57aaDlo8+xcOGXVqRqfZOSUvnutm5ZBgHdoCCODLFicPFNdQE5D/Dp0RH8Nvh6WTZRr67+1o+eijj9i0aROzZ89m4SkT4OlhIInwsx3gGNyuu89seIZXd76KTW/j3fPfJc2aNtBDOmZcEYFf7Knm4+YOABbGx/CnEVnED4J60KPhkZJaXqpu5pq0eJ4aPji+T4oQUjgoLZ4g5/15BQ2uQK/tOo2KGKOOGJOOGKO2c63DFn0sr21GbY/jdMSYtFgNWnR11fjXrce3bh3e9esQmlt6nV+l12OaMAHztGmYp03FNH78EaWPCaJEabOHLVUdbKnpYEtVB0WNbgSx99dXrYKRcUZm2EXGG0MUqHwkBpwITU1EGhoINzYSaWgg0tx8eKEstRptYqIcTUpKwrt6DaLHA2o126Ys5NHEORgddhb9eBaZcccmXL79zz9Zv+hdhk2byQW/eOCYznW0SIKI4AwhdASJdASiUZ1Ip/AROoJIYfE7z6PSq9E4jGgcBjRmLcEqN0Jb7++c2qzFUCCLIkNhLFp7305UnP4wP/zHOrZWdxBj1PL6jdMZl+E4pnMGSjqjQB1yRMc6M42Ys3JAq2Z3g0uO+BS3sK6ijVCk9+c0KjWGOYUJzClIZEpOLMYD1A9JkkTljlY2fVFJW50Xg1mLwazDaNFisOgwmHX4JJFdrR421jtpDoYJqCGgkijMtHPh1AzOmZiGzTi47piKwSCeb5bhXLQIz7ffQqQzEqHVYp07F/uFF2JdMB/1EVpxi74wrq+r8Kyuk00COlHp1NjPy8MyLaVfhIYkCAT37sW3fj2+9RvwbliPc1or7gvlqJ1pnZrYt4yYRo/HPGUK5qlTMU2YgMZqYekbe9i1vI7JZ2Uz46L8Yx6LOxBme60zKni2Vjup7fDvd5xWrWJ4io1xGQ7GZ9gZl+GgMNk66CKKR0t1IMSvi2v4okUW3OkGHU8UZnBmgpJi/OKLL9LY2MgVV1zByMBGWPRjSBkHty4f6KEdkuU1y7n969sBeHb+syzMXjjAI+o7JEnitbpWHiypJShKpBp0vDAqm1Mcg+uG1uFw9oa9bHb7eG5kFpem9H9D6sNBEUIKB0QQJa79xzpWlLSQl2jhxe9PJtYsixqDVn3YEwZJkgiVV+Bbt67fhM/h4AtF2FHrYkt1O1urnWyp7jjgBMCs1zAm3c7ETAcTMh1MyHKQYtYSaWkh3NBApLFRXjc0Em6U15HGRsJNTd0Tth4Yx4zh2/Nu4OE9Ilq1ijdunM70vGNLu5EkiVfu/BGu5ibOv+s+CmfMPqbzHQwxGEFo7xQ2nUIn0t4d1RFcof0tqQ6A2qpDE2tE6zDIYsdhQNspfLSxBlQm7X7fp0irn0BxO4G9HQRLO5CCvetitEmmqCgy5Nr7pJbDFQhz3T/WsamqA5tRy79vmMbErCPPiReDAs7/leNdIxcca2INSGfnsDIUZHlxCytLWmj19r7jnhJjZPawBOYMS2BWQcIh77ZLkkTFthbWf1pBc9X+zTCPhAgS6NXYYgw47AYMFh1Gc5eQ0mK06DBYOgWWuXub3qw9Lj1PIm1tuD75FOeiRQR27oxuV9vtxJxzNo4LL8Q4fvwRCZhwo5eOj8sIlnSgy7QRd8VwdH1oiy2FwwR27ZLrn9atx7dpU7RpqaSScF4h4JsrK7HElinkZd2FecKEA6a5vfd/G2goc3H6j0ZROPXI6n8CYYHd9S62dkbJt9Z0UNbiPeA9nfxEC+MzHIzLsDMu08Go1JgDiu+hTkgU+Wt1M89UNOIXRbQquDUzibtykoecjW9/EAqF+N3vfockSfz85z8n5tNbZevs+ffD/PsGengHpcnXxKUfXUp7sJ0rh1/Jr2b8aqCH1C/s8vi5eWcFJb4gauCe3BR+kp38nU6GgwWvIDB8+XYiEqw/ZRSZxuPTlPq7UISQwgF55ssi/rykBJNOw6I7ZlGYfHhF5INF+BwOTa4AW6o7oktXSt2+JMcYGJ8hi6IJmQ7GZTiw7pPWJokiQmsr4YZGIo0NhOsb0CbEszp9HLf8ZwsAT1w8lqunZx3zuOv27ubNB+9BZzRx28uvo9Mf+WcniRKiJ9wdyWnfJ6rTHkQK7P9Z7IdG1SlsDNGojtZhQBMrP9faDah0x3YXWRJEQtVuAsUdBIvbCVW7ewswjQpDTgyGYbFyGl2q5ajT6DzBCDe8up51FW1YDVr+ef1UpuQc/l2rQGkH7e/uRWiXo0C7Ugz8KeJnZ0vvvitmvYYZefHMLkhgbmEC+YnW75zMS6JE+dYW1n9WTku1fD6tXs3YeRkUTk8mHBQJ+sIEvWEC3ghBX5iAL9K5LULAGyboi+D3hAj6IoclYg+F3qSVo089BJKhU0QZzbKAMpp1pOTbMccc+z+8YHGxXE/00cdEGhu7x5Gdjf2iC4k5/wL0GemHdS5JkhDag2gchmNOuRSDQQLbt0cjPr4tW2RHyx6oLRYM08bTfHYtLmsxoKJw2INkZl57yDG+fNe3hAMCVz44jfhD2IBHBJHiJo8c5emM9uypdxMR9/8hpztMsuDJcDA+087YdPugiwr2B6vaPdy3tyZaqD3DbuHJ4RmMsCgusV1UVlby6quvYrPZ+MWdt8H/5UHED7eugJSxAz28AyKIAjd/dTPrGtYxIm4Er5/zOgbNiZva6I0I3F9cw9sN7QDMibXy/MhskgyD/3d4RbubS7eUkm7QsXHm6IEeThRFCCnsx9KiJq5/dT0Af7pyAhdOOPjkYigJn+9C7Eyp29wljg6SUqdSQWGSjQmZDsZ3Ro4OlDayu97FJS+uwhcSuPaUbB698PCNPQ7Fklf/yubPP2bknAWcc8cvjui1oRo3HYtKCdV5QPjuX2eVSds7khNr7BXVUVt1/Va7czBEX5hAqZNgcTuBve3R1LMu1BYdhmFyGp1xmANNzJF913yhCDf8cz1rytow6zW8et3U74zihQMRKt7bi2l7KwANiDyBn03IkSy1CsZmOJhTkMDsYQlMyopFrz08gSiJEqWbm9nwWQWttbIA0hk0jJ2fwYSFmZiOoqZFkiRCgQgb9rby2aZa1hW1oAqJGCUVZlQUxloYFmsmXq8j1FNM+cKEA8J3X6AHeqOGeVcPp3Ba3ziaSYKAb+1auZ7oy6+Q/N2RXfPUqdgvuhDbmWf2m3W+6PPh37IlGvHxb9uGFOod4dPY7ZimTME8dQrmKVNR5yeybeftuFybUav1jB71LElJZx3yOq5WP6/9ajVqtYqb/zwPTef3RZIkKlp90dS2bTUd7Kxz7ecmCBBv0fcSPeMyHCdEbc+R0BwK81hpHe90ThzjdVoeLkjjsuRYxRl2H1atWsWXX37JiBEjuHKCDd66GuxZ8LNt8j++QciLW1/khS0vYNKaePu8t8mx5wz0kI4L/61v4769NfhFkQSdludHZTMv7vi0gDhani5v4OmKBi5OcvDi6JyBHk4URQgp9KKm3cd5f1lBhy/MD2Zk8duLet8FOpGEz+HgDwnsqHPK9UadAulAKXUmnYaxGd0pdTkJFm781wZqO/zMKojnX9dP65P8elEQ+Ott1+JzdnDxfQ+TN3HqYb1OEiTc31Tj+roKuoSdCjQxnSIndp+oTqwBjd2A2ji4CzIlSSLS4idY3EGguJ1gqRMptE8aXbIZY6EcLTLkxhxWvx5/SODGf69nZUkrJp2Gv183hZn5Cb2OqW7zsby4hcqtDSws95MqyT/fDwnxPAHiY03MGZbInGEJzMyPx2E+wpoWUaJ0YxPrP6ugvdP1TG/UMO7UTMafmonRqiMQbKC6+lV8vgpMpkxMpmzMpixMpiyMxnTU6sO7picY4bNOg4UNle3R7QlWPRdPTOfyKZkM64wKC4JIyNcdYepaB33dkahg57qjyU9HoxwdKZyWzNyrhmMw9d13SvR6cX31Fc5Fi/CtWRut5VMZjdgWLsR+4YVYZp5yVFbcXQhuN/5Nm6IRH//OnfulwWoSEjpFj1zjYygoiLpMyj2CrsfnK+/VI+i7qNjewqfPbyMmxUzipTls62Fm4DpAtNZq0DI23c64THs0zS3dYTppJ/uiJPF6XStPlNXTERFQAdekxXN/XiqxJ1BPlr7knXfeYefOnZx22mnMaX0LtrwO02+Fs/umX2Nfs75hPTd+eSOiJPLE7Cc4P//8gR7ScaXYG+DmnRXs9gZQAT/JTuaenBS0x/nm5OFy2ZYSlrd7eLIwg+vSE777BccJRQgpRAlGBC5/aTVba5yMy7Dzzq2nYNBqCFVW4l295qQQPodDkzvAlqoOttZ0ptRV97aW7Ul2vJlFP551xJPgg1G5bQvvPv5rjFYbt/71NTTa7/6HHmnx0/Z2EaHOehLT2ATsZ+agiTUcsKfKUEaKiISq3HJ9UXE74VpP7xQwrQpDrl0WRcNi0aUcvF9YICxw82sb+XZvM0admj9fORFRghUlzawobqGh1cctGLgM+bvehMiX2UbSJ6YwpyCB7Pij60UmCiLFG5rY+L8K2jv72hjMWsadmsm4BRkYLToCgToqKv9KXd3bSNL+Dl8yaozGNEymLMymbEymLEzRdRZa7YF7UpQ2e3h7QzXvbaylxdMdbZuY5eDyKZmcNy71sFOpREFk4+eVrP+0AkmUsMUZOf2GUaQWOI7kIzkswvX1OD/+BOeHHxIqK4tu1yYmEnP++dgvvBDj8MLvPE+kvR3fhg34N2zAt34DgT17QOxtZqFNTZWFz9SpmKdMQZ+Tc8Cf9YF6BFksh7YDL2328Nm2ehrWNpFWFWS3LsInlt7uinqtmtFpMd11PRkO8hIsx6Vuayiw3e3jl0U1bHbLvz9jrCb+rzCDSUOwgePx5Nlnn8XpdPLDa35A3ntngK8VfvgR5M0b6KHtR3ugnUs/upQmfxMX5F/A47MfH+ghDQh+QeThklr+XSdnI0yzW7gkORabVoNVo8aq0WDTqrFpNVg0amwaDQa16rjfIAmLEoXLt+MXRZZOHc5I6+BJSVWEkEKUhxbt4N+rK7GbdHxy52wy48x0vPc+9b/+dS/XtJNN+HwX+6bUba3uYE+DG5tRyzu3nBK9k94XfPHSn9mx9EvGnXYWp998xyGPlSQJ77oGnJ+UIYVFVEYNsRcWYJqQeNLcJRa8YYKlHQT2thMsbkdw9hYNapsOY4FsumAscOxnnRwIC9z+xiaW7GnqtX0cGh7ARAaykPSNjCXn0kL0lqMXvKIgsnddIxv+V4GzSY46GsxaJizMZOyCTAwmLX5/NRWVL1Jf/z6SJE+O7fYpJCWdRTBQj89fid9fhd9fhSgGDnU5dLp4OXpkzo4KpK5okk4XT0SUWFbUzNsbqlmypylab2LUqTlnbCpXTMlkWm7cYX2XGsqcfPWPnbhaAqhUMPmcHKaek4O6H4S4JEkEduzA+eEiXJ9+itCjL5xh5EjsF16A/bzz0CbIdyTDTU2y6NmwAd/69QSLS/Y7py47Kyp6zFOmHlYtUs8eQVbrSCaM/zsGQ/JBj99Q0cZLy8pYvFuufzrXq2NUWMsKU5j2bJMsejqjPcNTbOhOsJsYfYE7IvD78nr+UdOCCFg1au7LS+W6tIRBe5d8sODxeHj66acBuO/7CzC+cQEYHXBPCWgGV/2JJEncseQOvq35llx7Lm+d+xZm3eBrIXE8WdTUzt17qnEL3+3UqlOpsGnVWDQabBp1p2jSYNXKQmn/dfdxls61TaPGqtUctlHDJpeXczYW49Bq2DV7zKDqhaQIIQUAFm2p5advbQHg1eumsmBEEsGyMsq/dwlSIIBp4kQss2Ypwucw8XemZ5n6sDN9JBzmpVt+QNDr5fKHniBz9LiDHiu4Q7S/V0xgj9wnyZBnJ/byQrSOvm/AOFSQJIlIs+xGF9zbTrDMuZ+9ty7VIouiYQ4M2XZUOjXBiMBP3tzMFzsbGRFv4ad6M2Pqg6gAjV1P7CWFGAuPvuO6IIgUrWlg4/8qcLXI4sVo0THh9EzGzstAb9Li81VQUfkiDQ0fIEnydyvWMYPc3DtxOKbvJ0YkSSIUasLnr8LfQxx1LeFw+37j6IlGY+2VahdRpbG+2sQH22FzrQGpUwDmxJu5bEoml0zKIMV+6O9WyB9h+X/3smeN3FMpOTeG028YhT2x/yYwUiiEZ/lynB8uwv3NN9DVH06jwTxlCpGGhmij454YhhVgmjIFy9SpmCZPQZecdETXra9/j917HkCSIsTGzmTc2BfQave/ISKIEl/tauRv35ayqbPnk0oFC4YnMWVPEKkjxMKbRjN88sEFlIJ8t/mjpnYeK62jMSRH5y9McvBoQTopQ6CIfDBQVFTEm2++SUJCAncMq4fVz8G4K+B7fxvooe3Hv3b+i6c3PI1erec/5/6H4XHDB3pIg4IKf5CXqptpCoZxCwKeiIhHEHBHRNyCgPcwRNKRYlKr5YhTp3DqikDJazkqZdNq2Onxs6ipgzPiY/j3uLw+H8exoAghBYob3Vz4/Ep8IYE7FhRw95nDkUIhKq68isCuXVhmnkLmK69Ec94VBoaSDWtZ9NRvsMbGcdMLr6JWH1hk+Xe20P5+sdw8UqPCflYO1lnpx93UYLAjRUSClS7ZdKG4Q06j64FKp0YfTaOz43GGCH1cRqRFjtaYpyTjOC/vqOuohIjIntX1bPy8EnerLIBMNh0TTs9izNx09EYtXm8pFRUv0ND4EV3Nb+Li5pCbc8dh1ZkcjHDYtZ9A6oomBYMNHNpSTotXSKSiI5YGbwJNvnha/AnkJBdy5rhJnDYq65BGEMUbGvnmjSJC/gg6g4a5VxYyfEb/9PDpSaS9Hffnn+P8cBH+rVu7d6hUGEaOkEXPlCmYJ08+qsat0NnbqfJFSsv+AEBK8oWMHPnkfrVagbDAe5tqeGV5OeUtnfVfWjWXTErnxjl55MSZ+dtPlyFGJK757SnE9KG994nEbo+ftxraeK+hnZawLIByTXqeLMwc9IXjg40lS5bw7bffMn78eC6uehTay+Gyf8HoiwZ6aL3Y0bKDa/53DRExwoMzHuTy4ZcP9JCGDKIk4RVE3BEBtyDiiQh4os9l4dRbQB38uNBRyoEH89P4cdaR3Vjqb45EGyjVhScg3mCE297YhC8kMKsgnrtOl3Pom//yFwK7dqGx20n93ZOKCBoE7Fm5DIDhM+ccUASJgQgdH5fh2yin1uhSLXKPlBQlL/5AqLRqjPkOjPkO7GeB4AkRLOkg0Gm8ILpCcuRob+/oiTpGT+z3hmEacXSTZSEssntVHRs/r8TTabNtitEz6YwsRs9JR2fQ4PHsZe+O52ls+pQuURIfP5/cnDuw2yce0/sG0Oli0OnGEhOzvyWuIAQJBGrw+yt7pdrJSw2SFMKiqWd0fD2j9zXTa4GPv4pFpU0nNb6A1Lh8YuNmYY8ZHz1k2JRkUvLsLH51F3XFHXz9r91U7mhl3tXDMVr67+69NjaW2KuuIvaqqwiWl+NduQpdRjrmSZPQ9MGNMUkSKNr7CLW1/wEgO+sW8vPvRqXq/tvZ7g3x2ppK/rWqItpLym7Scc2MbK6dmUOiTY60t9V5ESMSWoMGW9zJG8U9EM5whA+aOnirvo0t7m6b8kS9lhvSE7gtMwmjkjZ4xNTW1gKQbtfIIkhjgILTBnhUvXGH3Ny97G4iYoTTs0/nssLLBnpIQwq1SiWntWmPPVMlKIq9BFOXUPLsJ7S6I1ImtZqrUwdHE9WjRRFCJxiSJHHf+9spafKQHGPgT1dORKNW4V2zltZX/g5Aym9/c8RpIQp9TzgQoHTjWgCGz5y73/5guZO2t4vk/jUqsM3NIOb0bFSHadGsABqrHvOEJMwTkuQ0uiYfgb2dbnRlToiImCclyVEg85FP2CNhgV0r6tj0RRXeTstvi13PxDOzGT07Da1eg9u9m917n6O5+fPo6xISFpKb82NiYg6eCtmXaDQGLJZ8LJb8/fZJkkAw2CgLJF+3SOpwl+P3V6FR+XAY2oF2fB07KO0Ayv6AxTaD4QXdaXy2OCMX3jWRzV9Wsu6jcko2NtFQ5mThdaNIH370aYaHiyE3F0Nubp+dTxD87Nj5M1paFgMqCgsfIjPjh9H91W0+XllextsbaqI21+kOEz+ancsVUzOx7NOXrLVOjk7Gpx19T6wTCVGSWNHu4c36Vv7X4iTQWa+mVcHp8XauSo1jQVwMOuWzOiokSeoWQr7d8sa8eWAYPFE1SZJ4dPWj1HpqSbem88jMR06aWtfBiEGtxqBXE3+SSYOT692eBLy2ppKPt9ahVat4/upJJFgNCB0d1N17L0gSjssuJeb00wd6mApA6ca1RIJBHMmppOR3O19JERHX4krcy2pAAk2sgbjLh2PItQ/gaIc+KpUKXbIFXbIF25x0pLCIGIygsR65GUI4JLBreR2bvqzE12nWYI01MOnMbEbOSkWr0+Bybad8z3OdE2mZxMSzyM35MTbbqD57X8eKSqXBaEzDaEyD2FN67ZMkiUCwldV7t7N67zYa20tJs9QyMWkbXvcaNm1eQ1A1msKCO8nPWIharWLyWTlkjozjy7/vxNnk58M/bmbSGdlMOz832jdnsBMKtbF12809egT9kaSkMwHYXuPkr9+W8tn2+qhr/ei0GG6em8e5Y1MPaqnfVieny8WlndzR3Ep/kP82tPHf+jZqg93OecMtRq5KieOSlFgS9UoN0NHy7t53eWHLC6Sr08kP5IMatjZ8hEevI2vY6QymhMx3i9/li4ov0Kq0PDX3KWL0SnmDwvFHEUInEJur2vnNJ7sAuO/sEUzJiUOSJOofeZRIYyP67GyS77tvgEep0MWeVd8CcjSo6y5YuMFL23+LCHf2mDFPTsZx/tHXrCgcHJVOjUZ3ZCIoHBTYsayWzV9V4nfLkzhrnIHJZ+Uw8pRUNDo1TucWyiueo7V1adeVSE46l5yc27Fah1YBsEqlwmRM4NRxCzh13AJaPUE+3FLHf3ZtI13/AXPTV2PQ7KSy+FY2bM9FZb2OeeO/R0p2DJc/MJWV7xSza2U9m76opHp3G6ffMIrYQZ7W6fdXsXnL9fj9FdEeQXb7ZJYWNfG3ZWWsLmuNHju3MJFb5uYxMz/+O+9kdzXOjU/rn6awgxmfIPJps5z6trKju24vRqvm4qRYrkyNZ4Lt5O2P1Je8sfsNmv3NGD1G8smnVdfKvToXpKfC7r+QVvUeOfYccmJyoutcey7J5uTj+vnvbd/L79fJvYx+OumnjE3cP6VXQeF4oMyuThDavSF+/MYmwoLE2WNS+NFsOUXE+eEi3J9/DlotaU8/hdoyuCchJwsBj4fyzRsBGDFrLpIo4VlZh/OLcohIqC1aYi8ehmnM4GlQdjITCkQ6BVAVAY8sgGISjEw+K4fhM1LQaNV0dGygvOI52tqWd75KTUryBeTk3H7AlLShSLzVwI9m5/Kj2bnUdZzBF9t20Nr4L0Y5vibRWA6Rh/nim5fY7bmY4dkXcvYFuWSNiWfp63tornLz9hPrmX3ZMEbNThuUk16Xaztbtv6IcLgVoyGN0WP/zuJiMy9/u5yiRrlnl1at4oLxadw0N4+RqYd/B7u1KyKUfnL8DZYkiU0uH281tPFhY3vUAlgFzIm1clVqPGcl2DEptT99RnugnZIO2Sr+vPjzaGpuItamYlwgSIXBiEslUeeto85bx6q6Vb1ea9KayI7J7iWQcuw55Mbk9rmNtS/s455l9xAUgsxOn80PR//wu1+koNBPKELoBEAUJX723y3UOQPkJlj4v0vHoVKpCFVV0fib3wCQeOedmMYqd1wGC8XrViEKERIys3HYkml5ZbtcswIYR8QRe8mw/frfKBx/Qv4I276pYcviKoJe2cEqJtHElLNzKJyejFqtoqNjLeXlf6G9Yw0gp5qlpFxMTvatmM19V7My2EhzmLh+7lRgKlUtdazf8SKm8Adk2OrJsL1AQ/s7/OJfZxDWLeTMM1NJ3OaiucTJN28UUbmjlQXXjMB0FGmJ/UVr67LOHkE+zOYR7Ao+zC+eq6bBJbv/WfQarpqWxQ2zc0lzHFmCUTgo4Op0JjzRI0JNwTDvNLbzVn0rxb7u5r1ZRj1XpsZxeUocGcbB83M/kdjUtAmAfHs++hb5M75U42VcfSPSqQ/RPu16KpwVVLgqqHBWUO4qp8JZQY27Bn/Ez562Pexp27PfeZPMSeTG5O4XSUq1pKI5iNPpoXhy3ZOUOctIMiXx+OzHUasUMawwcChC6ATguaUlLNvbjFGn5oXvT8Jm1CGFw9Tecw+iz4d5yhTib/zRQA9ToQddaXETh59J4x83IQUEVDo19vPysEzrf9thhUMT9IXZtrSGrV9XE/TJAsiRbGbK2dkMm5qMSq2ivX0V5eV/ocO5HgCVSkdq6vfIyb4VkylrIId/3MlKSCNr/m8Ih+9hd+k/aKj7JymWZm4Y8wYt/v/xv72nsaJ1BuenxlHQGKF8awuNFetYeO0oMkcNvONQXf277NnzKyQpglMYz71f/pAWXzMASTYD18/K5erpWdhNR1e70lbvBUm2UjfHnHgiICSKLG518VZ9G1+3uRA6a6dMahXnJjq4MjWOmQ7roGq4eCKysVHOMpicNJn67fUApDd9A4Bq5HnEGeOIM8YxKXlSr9eFxTC17tqoQKpwVVDuLKfCVUFboI0mXxNNvibWNqzt9Tq9Wk9WTBa59tz9IkkHq/f5tOxTPij5ALVKzZNznyTOOPC//wonN4oQGuIsL27m2cV7AfjtRWOjqRotL75EYOs21DYbaf/3e1SavmsCqnBseDvaady1l1MSLyCuNBYJAX2mjdgrhqNTeosMKAFvmK1Lqtm2pIaQXxZAsSlmppybQ8HkZFQqaG1bRnn5c7hcmwFQqfSkpV1OTvYtsuHASYxOF8O4ET9jVMFN1Nb9h/KKl0kwtXLNqHc4P+8LPq84jf/4ZnGm2wbOEB/9eQsFc1JZePlwNLrjf1dYkiQqKl+grOwZANbWT+HvO65GkLQMS7Jy09w8LpyQhuEYrWm76oPiTrBo0G6Pn7fq23i3sZ3Wzp4/AJNjzFyVGs8FSQ5i+sDWV+Hw6BJCI/Uj2SHswKjTEBdugfgCSCg86Ot0ap0sYuw5kNl7nzPo7CWQutaVrkpCYoiSjpJoOl5P4oxxUYHUtTbrzDy2+jEAbhl3C1NTpvbZe1dQOFoUITSEqXf6+elbW5AkuHJqJpdOzgDAt2kTLS+9BEDKIw+jSzu5J2eDjbJP13BG2nWYtTZQQ8xp2djmZ6LSKHdLBwq/J8TWxdVs+6aGcEC2Qo5LszDlnBzyJyWhUkFL6xLKy/+C270dALXaQFralWRn34zRkDKQwx90aLUWsrNuIiP9Gurq36Gy8q84qOfKER/gL1jM5+XzqCs6lbE+GyXL69m8voG4hamcNzv7iNPOjhZBCLN84/0Ing8A+Kx8Ie8Xn8fU3ARunZfH/MIk1H1g3ex3h6jaIRssxA9SxzhJkg47Ct3V8+fN+la2uv3R7Ul6LZcmx3FlahyFFqVP0vHGE/JE09piA7JdfbrBiyoMDD8HjjIaZzfYGZ84nvGJ43ttF0SBOm/dfgKpwllBk7+JtkAbbYG2qDjryZTkKdwy7pajGo+CQl+jCKEhSigi8uM3NtHmDTE6LYZHLhgNgOB2U3fPL0EUsV94AfZzzx3gkSp0IYYEXJ9XELvdClqImATSbpiMPnPw9HU42fC7Q2xZXMW2b2qJBGUBFJ9uZeq5OeRNSASVRHPzl5RXPIfHIzsyqtVGMtK/T1bWjRgMSj+uQ6HRGMnMuIb0tCtoaPiQisoXwV/FxcM+QRz2DXtqTyO8YR62gA3fJ7Xc/nUF6gIr54xL45yxqf0iiiKCyOc7Kqir+CX5ts2Ikoo391yC0XE5H/w4nwmZjmO+ht8donRzM6Wbmqjd24HU6bOdmDU4ftc9Hg9lZWWUlpZSVlaGx+PBYDBgMpkwGo0YjcZejw1GE0U6E0slHSuDEqHO82hVcHpcDFelxXNqXAxapefPgLGleQuiJJJpy8TdIht7pPs7631G9P08QKPWkGnLJNOWyRzm9NrnCXmodFVGa5C6BFKlq5JYYyxPznnyqGqLFBT6A5UkSdJAD+JYcLlc2O12nE4nMX3QSXyo8NjHu/jHynJsRi2f3jmHrHjZ1aXu3ntxLvoIXUYGuR9+gMZ6YqViDFVCNW7a/ltEpFm+g1rs2sSUh6/Glpw4wCM7sYiEBYLeCAFfmKA3QtAXJtC5DvoiBLzyOugNE/CGaav3EgnJblaJWTamnJND7rgEUIk0NX1OecVzeL1y6qlGYyYj/Rqysm5Ar1fc/I4GUYzQ1PQp5RUv4PPJ6TQqlZnW6gW0blqAELBTqhX43BzCp4aJWQ7OHZvK2WNTST9GUeQLRXhnQw3/WbOVS3L+TL6jgpCgY2/wF1x0ytVkxx9btMbnClG2pZmSjU3U7W2n53/WxCwbw6YkM+7UjAHppRQOh6msrIyKn8bGxsN6nctopigli6LkLDzGbuewOI+T4Q1VFDZVYwqH0Ol0BxVR3/VYp9MpNZF9wJ82/YlXtr/CRQUXkbIlhebmZq5iEcMtbvhFEQwC4SFKIipUys9bod85Em2gRISGIJ9uq+cfK8sBeObyCVER5PzkU5yLPgK1mrT/+z9FBA0CJEHC/U01rq+rQJQQdAIrqt9Dl2dTRNBBkESJoH8fEdND1AR83WImKm46H0fC4hFfLynbxtRzc8keG48kCTQ2fdRroq7RWMnM+CGZmdej1yuFvceCWq0lJeVCkpPP74y0PY/Hs4u4jE+Jy/iK9pLZaHefSaYvjo+NQTZXdbC5qoPffrqbCZldoiiFjNjDt/Nt8QT596oK/r2mEq1Uz12TXiTF0kxEsjJqzEucnXrKd5/kIHyX+CmYnET+pETsiX1rP/xdiKJIQ0NDVPhUVVUhCEKvY1JSUsjLyyM/P5/ExESCwSB+v58On5+vXH7+5xfZIXaLNpMoMN7Txti2emI7Wgn4/YTCcmwoHA4TDodxuVxHPFa1Wn1IsaTValGr1Wg0GtRqda9l322Hc8zhbBuKE/UNDRsAmBA7ge3NcvpuOg1QeMmgEEGA4g6nMChRhNAQo7TZwy/f3QrArfPyOX1UMgDh2loaHn0UgITbbsM8aeKAjVFBJtLip+3tIkJVcpqCaWwCX2x9hQZ/OafPumOAR3d8ECIizmY/AU8oKmp6ipueoibQJW78ETiGOLVKBQaLDoNZi7FzbTDroo+NFh0Gi7zN6jCQkGlFkiI0NLxPecUL+P0VAGi1MWRmXk9mxrXodPa++UAUAFCp1CQlnUVi4pm0tn5DecXzuFybiS1YgiNvGc7ymVy552xIyWepIcSaqna2VHewpbqDxz87PFFU3uLl5eVlvLexhmBEJNtWxc+n/BWrzo3BkM6MCf/AYik44rF3i59G6vZ2HET8JGFPPL7GJ06nM5rqVlZWhs/n67U/JiYmKnxyc3Ox9rhRJkkSeyUNb7UG+LApiEcAUKMC5sbauDI17oA9fwRBiAqoQCBAIBA4oseSJCGKIl6vF6/X2/8f0mGiUqkOS2jpdLrootVqez0/1HKoYzUazRELMX/Ez47WHQBkSBlsZzt2lRer5OuXtDgFhRMJRQgNIXyhCLe9vhFvSGB6bhx3nyG7wEiCQO299yK63ZjGjyfhtlsHeKQnN5Ik4V3fgPOTMqSQiMqgwXFRAf6EAPUfFaHWaBg2beZAD7NPkSQJT3uQ1lpP5+KltdZDR4MPUTw6VaM1aDBGRYy2W9yYu4WMcV/BY9GhN2hQHWatgiiGqKt/m4qKFwkEquXrah1kZ/2IjIxr0GoHR03HiYpKpSIhYQHx8fNpb19NRcXztHeswZG/HHvuSlxV07i49RIevW4ea9rcfLqtnnUVbb1E0fhMB+eOTeHsMalkxpnZVNXO35aV8cWuhqhIuWBEFRdkPY8KP1brKCaM//sR1Xf5XCHKNjdRsqlpP/GTlG0jf9LxFz+BQICKiopo1Ke1tbXXfr1eT05ODvn5+eTl5ZGQkLDfBDskirxW18o/a1t69fzJNuq54jB6/mg0GsxmM2bzkUe8JEkiFAp9p1iKRCKIooggCIii2Gs51m0HqwyQJAlBEPaLoh0PVCrVEQknnU5HY6CR3PZczAYzNXtqAEiXakFnhrz5x/09KCgMJRQhNESQJIlff7CDvY0eEm0G/nL1RLSdd+daX34F/4aNqM1m0p5+CpVW+bEOFII7RPt7xQT2tAFgyLMTe3khWoeRLW+/AUDO+EmYbEO3ni0UiNBWJwud1hoPLbUe2uq80X47+6IzarDYDT0iM/uLGnndW9T0Zy2FKIapr3+XiooXCATr5HHq4sjOupH09O+j1SpppccTlUpFXNxM4uJm0tGxgYrKF2htXYY9Zw1S9lp2rZ3M6PRbueam+TR7g3yxo4FPt9ezrryNrdUdbK3u4InP9pDuMFHb0e1kdtqIJK6fuItQ27NIkkBc7CzGjn3+sARuVPxsbKKueODFjyAI1NXVUVpaSmlpKbW1tYhidyqoSqUiPT09GvXJyMhAc5C2CZIk8Wmzk8fL6ij3y+ltJrWK85IcXJkSxynHoeePSqXCYDBgMBj69TqHoisidTDBdChRJQgCkUiEcDgcXR9q+a5jukRZl0AMhULfMfrejGMcANvre6TF5Z8KOqUlg4LCoVBmzEOEN9dV8/7mWjRqFX+5aiJJNtme1L99O83PPQdA8oMPos/MPNRpFPoR/84W2t8vRvRGQKPCflYO1lnpqNQqJEmiaNUyAEbMnDvAIz08REFOa+uK7nQtrpbAAY9XqVXEppiJT7MQn2ElPs1KfIYVa6xh0OTci2KEhsYPKS9/LhoB0usTyc66ifT0q9Bojm8th8L+OBxTmOD4By7XdkpLnqOtYzG2jA10cCNffjSF8dN+wTWnTOOaU3Jodgf5fGcDn22rZ215K7UdfnQaFRdNSOemObno/P+mrPxZAFKSL2LkyN+hVh88wuF1BinrdHs7oPiZnETBpCRijkO/L0mSaGtri6a7lZeXEwwGex0TFxcXFT45OTmYTN89rk1OL4+U1rHOKaeiJeq13JWdzGUpcdhOsp4/KpUKjUZzUMF4SDqqISKB3iZHXvQW0Bxdw92uCNTRCqrF5Ytp9bYyJnYMyYZk9NUrmRDcBSNuPKrxKCicTCiucUOA7TVOLnlxFSFB5L6zR3DrvHwARK+X8u9dQqiyEtvZZ5H+zDODZsJ5MiEGI3R8XIZvg+zEpEuxEHflcHQp3S5UjWUlvH7/z9DqDdz28uvojYPrLp3PFeoldlprvbTVexEOYj5gtutJSLcSl24lId1CXLqVuBTLgDTFPBwkSaSx8RPKK/6Mzycbjeh08eTk3EZ62lVoNErfk8GK213Etg1/wC8uQaWS/12ZdNMYOeYuYmOnRY9rdgfZUt3BuAw7iVYtRXsfpq7uLQCys28lP+/uA/597BI/JRubqCvp6FWfdrzFj8/ni9b4lJaW4nQ6e+03Go1R4ZOXl0dsbOxhn7vSH+SJsnoWNXUAcgTo1swkfpyVhPUkE0DHRMgLn94NW/+z/z61DvRm0Fk616YejzvFUq915/boY8s+665jTfLjA3x/w0KYmW/OJCAEWHThIvIkNfxpPKjUcHcJWOKPw4eioDC4UFzjTiCcvjC3vbGRkCBy+qhkbpmbF93X+OSThCor0aakkPrII4oIGgCCFU7a3t6L0BYAFVjnZmA/PRvVPmldu1fK0aC8ydMGVARFQgJt9d5edTyttR787vABj9fq1cSlWYlPtxCfbu1cLJisB7+rPpiQJLkPUFn5s3i9xQDodLFys8+Ma5QI0BDAZhvOrAV/o65iJ5vX/AFDwgr84XVs2nwVMTGTycu9g7i4OSTaDJw+KhlB8LN9x+20tHwNqCgsfJjMjGt6nfOQ4icnhoJJsttbf4ufSCRCdXV1NOpTV1fXa79arSYrKysqflJTU1Grj+xmQ0c4wrOVjfyjpoWwJKECrkiJ4968FFINQ+P3eNDQtBvevhZaigAVGGyyMJI6a4nEMASc8tIfHEA07dSpCagCxKIld+nT4O78DmXNVESQgsJhoAihQYwoSvz87S3UtPvJijPz9GXjo2LH9eWXdLzzLqhUpP3+92jsiqvV8USKiLgWV+JeVgMSaBwG4i4fjiFv/5+DJIoUrV4OwIiZc/bb3y/jEyVcrYH9ojzOJh8HjAGrwJ5o6iV24tOt2BNMh208MJiQJInW1qWUlf0Rt2cnAFqtjazMG8nMvFYxQThK/H4/zc3NxMbGYrMd388wLWc0yemvsOqTVTQ2v4o9dwUu10a2bL0em20suTk/xm6fyNZtt+BybUGtNjB69LMkJZ4JDA7xI0kSTU1NUeFTWVlJONz7JkRSUlJU+GRnZ6PXH51YCYoi/6xt4dmKRjoi8kR9bqyVhwvSGW0dXBHpQY8kwZY35EhQxA/WFLj075AzW94nhGRBFPZByCevo4+9+6z9PR779nmdV97f8/hId81b9Lw9DAE32GMgzsFkrwtV+RvdO0aed/w+HwWFIYwihAYxLy4r5es9Tei1al74/iTsJjn/ONzYSMODDwEQf+ONWKZPO9RpFPqYcKOXtreKCNfLOfbmyck4zs9DbTzwr1Nt0S48rS3oTWZyJ0zp8/FIkkRTpZvGchetdbKBQVudl3DwwI5HRouO+AxLtIYnPt1KXKoFnWHop8dIkkRb+0rKyp7F5doCgEZjITPzOrIyf6TYYB8BHo+H+vr6XktHRwcgu4VNnTqVOXPmYLEcWyPSI0GjUzPn4tlU7x7F0jdXYkr9FEf+Mtzu7WzbfitqtR5RDKHV2hk/7m/oVGPZtrRGrvnZR/wk58Z0Gh4kEhPfv8KgoqKCTZs2UVZWhsfj6bXParWSl5cXXY41xVuSJD5udvJ4aR2VAbngfoTFyEP5aSyIsymZA0dK0AOf/gK2yWmW5J8KF/8NrJ194FQq0BrkhX7oMyaK3QKop9DqFFAbd/0NXCVMyT0TxhbI+7RGmHx9349FQeEERBFCg5RVpS384csiAB67YDRj0uUJnCSK1N13H4LTiXHUKBLvPDn60QwGJFHCs7IO5xflEJFQm7XEfm8YpjEJh3zdnpXfAjBs2ky0R3l390AEPGH2rKln18p62uv378Gh1qqIS+0UPF1Rngwr5hj9CTkZam9fR1nZM3Q41wOgVhvJyLiG7KyblUaoh0CSJDo6OmhoaOglevadsHdhNpvx+XysWbOGzZs3M3PmTGbMmHFc3b8yR8Zx+S/PYunrOZR+ejaxwxYTP3wpIn70+jQsod+x5BUV9aUrB0z8AFRXV7NkyRLKy8uj27RaLTk5OdGoT1JSUp/9Pq53enm0pJYNLjlkkKTXcm9uKlemxqE5AX/n+53GnfDOddCyV665OfXXMOsuOML0xGNCrQaDVV72QRAFNm+U+wdOnv4TiBtx/MaloHCCoAihQUijK8BP3tyMKMGlkzO4Ymq3E1zbP/+Fb/UaVEYjaU8/jaoPJ9YnM5IkIQUFBFcIwRXsXIcQXSEEdwjBGUTokLcDGIfHEntpIRrboT9/IRJh75oVAIyYdexucZIoUbu3nV0r6ijd0owYkWd5Wp2a9BGxJERT26zYk01oNIPTvKAvcTo3U1b2LG3tKwFQq/Wkp11NdvatGAyJAzy6wYUoirS2tlJfX99L+AQCB3YCTEhIICUlhdTUVFJTU0lJScFkMlFaWsrixYtpaGhg6dKlrFu3jnnz5jFp0iS0x8m+32jVcdYtY9i9Kp7l/7XTVnQGMZk7cdeORAiGAPl3NTk3Jtrk1BZ3fEwx6urqWLp0KcXFcl2aWq1m0qRJjB49mszMzD7/jCr8QX5bWscnzXJtikmt5vasRG7PTMKiGCEcOZIEm/4N//slRAJgS5NT4bIHV/+3ovYivGEvNp2NYY5hAz0cBYUhiSKEBhlhQeSO/2yixRNiRIqN31w4Jnq3MLB7N03PylawyfffjyEvdyCHOmSQwkJU2HQvPcSOW34uhQ7skNYTlU6N/bw8LNNSDusubtWOrfjdLkwxdrLGjD/q9+B1BtmzWo7+uJq7c8YTMq2Mnp3GsGkpGEwn16+zy72DsrI/0tq6FACVSkda2mXkZN+O0Zg6wKMbeCKRCM3NzVGx09DQQENDw341KSBP1JOSkqJiJzU1leTk5INGeQoKCsjLy2Pnzp0sWbKE9vZ2PvvsM1avXs2CBQsYM2bMERf1Hw0qlYpRs9JIK3Dw1T920lQmp+kNhPgBaGxs5JtvvmH37t3R8U2YMIF58+bhcDj6/Hrt4QjPVjTyam23EcJVqXH8MjeVFMPRWTmf9ATd8MldsP0d+XnBQrj4r2A5dOR/INjYuBGAickT0agVwaugcDScXDOnIcBTXxSxvqIdm0HLiz+YjEkv/3ET/X5q774HwmGsp52G4/LLBnikA48kiAjuMIIrKEdueoocd/dzyX/gRp8HQmXUoonR77MY0MToUcfo0SWaUR+B4ChaJafFFc6YjfoIe1WIokT1rjZ2raijYlsLoihHf3RGDYXTUhg9O43ErJOv6N/jKaKs/I80N38JgEqlISXle+Tm3IHJlDHAoxsYQqEQjY2NvVLbmpqaejXc7EKr1e4X5UlKSjriKIVarWbs2LGMHDmSTZs2sWzZMtrb23n//fdZtWoVp512GgUFBcclDdORbOZ7v5xM9a424tOtx1X8ALS2tvLNN9+wffv26LZx48Yxb9484uP73rkrKIr8o6aFP1Y24uw0QlgQZ+PB/DRGKUYIR0/DdjkVrrUEVBo47UGY+dPjmwp3BGxo2ADA5OTJAzwSBYWhiyKEBhGf72jgb9+WAfDUZePITeguQm566mlCpaVoEhNI/e1vTsgajy4kUUL0hg8SueneJnrDvfL/D4VKp46KGU2MAY2tU+TY9Whs3UJHre+7u2qRUIjidauBI0uLc7cF2L2qnt2r6vC0dTdQTMmLYdTsNAomJ58QxgZHitdbRnn5n2hs+hT5B68iJfkCcnPvxGw+eaKjfr9/v9S21tZWDtQSzmg09hI9qampxMfH92m0RqvVMm3aNMaPH8/atWtZuXIlDQ0NvPHGG+Tk5LBw4UIyMvpfoGo0anLGHt+79u3t7Xz77bds2bIl+vmPGjWK+fPnk5SU1OfXkySJRU0dPFFWT1WnEcIoi5GHCtKYH3di9tE7LkgSbPwn/O9eEIIQkw6X/gOyZgz0yA6KKIlsatoEKEJIQeFYUITQIKGixcs972wF4MbZuZw1pju1x710Ke3/kZu3pf3uSbRH0ERvoJFECSkQQfBFEH1hRG8Y0RfpXnduE3xhRG/nc18YvjtLTUatkkWNXY/G1kPo7BPRURk1x108lm/eQMjvwxafSHrhyEMeKwgildtb2bWijqqdrVGLa4NZy/AZKYyalUZ8+v7FsicDfn8V5eV/ob7hQ7q+GEmJZ5Ob+xOs1sIBHVt/43a7e6W29XRu2xer1bqf6HE4HMfte28wGJg7dy6TJ09mxYoVrFu3joqKCl555RVGjBjBaaedRmLiiVGz5XK5WL58ORs3boxG3QoLC1mwYAGpqf2Tlrm2w8OjpXVs6jRCSNZruS8vlctTFCOEYyLggk9+Bjvek58POxMufgnMg9tgpayjjI5gByatiVHxowZ6OAoKQxZFCA0CAmGB297YhDsYYUp2LPee3e38Emlpof5XvwYg7tprsc6eNVDDlCM1/gMLGqHntn0eH27UphcqUFt0aOw9ojcx+wsdtVk3aPvc7Olsojp85hxUB7kD72z2sWtFPXtW1+PrNGIASC90MGp2GnkTE9HqTr7oD0AgUEd5xXPU17+HJMnpjQkJC8nL/Sk224n3j19u/tpMeXk55eXl1NTUHNS5zeFw9EptS01NPe59fQ6GxWLhzDPPZPr06XzzzTds3bqVPXv2UFRUxIQJE5g/fz72Idr3zOPxsGLFCtavX48gyClpeXl5LFiwgMzMzO949dFR5gvyeFkdn3YaIZg1au7ISuKWzEQsR5huq7AP9VvlVLi2MlBr4bSH4ZQ7Bm0qXE+66oPGJ45Hp1bqwRQUjhZFCA0CHlq0g931LhKsep67ehK6TqcvSZKoe+ABhLY2DIWFJP78rj67piRIiP6eYkaOyAi+7sf7ChrRHzk6UQOo9BrUFi1qsw61RYfarEVjltfy8x6PLTo0Vh2qIex4FvL7KNsk2ziPmNk7LU4Ii5RtaWbnijpqi9qj2002HSNOSWXUrDQcyebjOt7BRDDYREXlC9TW/hdJksVhXNwc8vLuwh5z9IYTgw1Jkmhvb48Kn/Lycrze/W3QExIS9hM9JtPgrwNxOBxcdNFFzJw5k6+//pqioiI2b97Mtm3bmD59OrNnz8ZsHhrfc5/Px6pVq1i7dm3UbCIrK4tTTz2VnJycfrlmayjCs5UN/LO2hYgEauD7afHck5NCkmKEcGxIEmz4O3z+QGcqXAZc9ipkDp2efF1CSEmLU1A4NhQhNMC8vb6atzfUoFbBn66cSIq9u8i3/Y3/4P12OSq9nrSnn0LdR306fNubaX+3GOkgDTe/C5VRExU0GrO2t4gx66KCR9MpeNRmHSrt0BU1R0PJhrVEwiFiU9NJys0HoK3ey64VdRStaSDg7XTuUkHWyDhGzU4jZ1wCmpPsc+pJKNRKZeVfqal9HVGUa6NiHTPIy7sLh6PvG9EOBC6Xq5fwcTqdvfZrtVqysrLIzc0lOzublJQU9EPcIj8pKYmrrrqKqqoqFi9eTFVVFatWrWLjxo3Mnj2b6dOnD9r3GAgEWLNmDatXryYYlL+TaWlpnHrqqeTn5/dL2mFAEPl7bQt/qmzAFZHT7k6Li+HBglRGWAa/AB70BJzw0U9g14fy88Kz4aIXBn0qXE8kSVKEkIJCH6EIoQFkZ52TBxftAODnpxcyq6C70DdYXEzTU08BkHTPPRgL+6YWIlDSQdtbRSBIcvqZqYeQ6RGt6R216RY3arN2SEdqjhddaXHDZsyhaE0Du1bUUV/aPem1OAyMnJnKyJmpxCSc3JObcLiDyqpXqKn5F4Ig1z/Y7ZPIy72LuLjB1bfjSPH5fFRUVESFT0tLS6/9arWajIwMcnNzyc3NJSMj47j14TneZGVlcf3111NcXMzXX39NY2MjX3/9NWvXro32INIMklSvUCjEunXrWLlyJX6/bFefnJzMggULGD58eL8IILHTCOHxsjpqAvKNktFWIw/npzM3bnCkPQ556rbIqXDt5XIq3OmPwYzbYYjVWNW4a2jyN6FT6xibMHagh6OgMKQ5Mf/jDgGc/jC3v7GJYERkwfBEbp9fEN0nhkLU3n0PUjCIZc4cYn/w/T65ZqjOQ+tru0CQMI1NIO7K4Yqo6Qf8bhcVWzcDsHOFBeGbzp4iahXZY+IZPTuNrNFxqE/yzz4ScVNV/SpVVX9HEORaGJttLPl5dxEXN3dIOiMGg0EqKyujwqehoWG/Y1JTU8nLyyM3N5fMzMwD9uqJiBLN4TA2jQaLRj0kP4sDoVKpKCwspKCggB07drBkyRI6Ojr49NNPWb16NaeeeiqjRo06Lj2IDkQ4HGbjxo0sX748mqaYkJDA/Pnz+3Vcqzs8PFpSxxa3fCMg1aDjvtxULk2JVYwQ+gJJgnUvw5e/AiEE9iw5FS5jaEaaNzTKttljE8Zi1B5fq3gFhRMNRQgNAJIkcc87W6ls9ZHuMPHsFRNQ9yj4b37mWYJFRWji4kh74vE+mQRF2gK0vLoDKSigz7UTd7kigvqaUCBC8fpG1n34MZIooNIkIkTsxCQYGTkrjZGnpGJx9E1641AmEvFSU/MalVV/IxKRo2RW6wjycn9GQsLCITXpD4fDVFdXR4VPbW3tfjbWiYmJ0YhPTk7OIet7uuyRHympoyEkRwXUgE2rwaZVY9NoiNFqsGk71xp19LlNqyFGo47ui9FqsPbYP5gm1Gq1mnHjxjFq1Cg2btzIsmXLaGtr49133yU1NZWFCxeSn59/3MYTiUTYvHkz3377LW63G4DY2Fjmz5/P2LFj+00AlfoC/La0nv+1yL8HFo2aO7OSuDkzCbPy97lvCDhh0R2w+yP5+fBz4aLnwTR03Ff3pUsIKWlxCgrHjiKEBoCXl5fx5a5G9Bo1L/5gEg5zd368Z+VK2v75TwBSH/8t2j6wmxW8YVr+sQPRHUaXYibhh6NQ6ZR/sn2BJEk0VrjYtaKO4g1NRIICIfcWAJJypzDvBxPIGB47aJ3tjieCEKC29g0qKl8iHG4DwGzOJy/3pyQlnY1KNfi/k4IgUFdXR3l5OWVlZVRXV0fdw7qIjY3tJXwO182t2BvggeIalrf3dooTAWdE6GycGT7qsVu6RJFGQ4xW3UM8ySIrKqh67I+JCi75GH0fCwKtVsv06dOZMGECq1evZtWqVdTX1/Paa6+Rm5vLwoULSU9P79Nr9kQQBLZt28ayZcuituQxMTHMmzePCRMm9FuqXksowjMVDfy7rtsI4Qdp8dyTm0KiXjFC6DNqN8mpcB2VoNbBGb+B6bcOuVS4femqD5qSPDQjWgoKgwlFCB1n1pa18vvPiwB46PxRjMtwRPdF2tupv+9+ABxXXYltwYJjvp4YEmj9504iLX40DgMJ149BbVJ+7MdKwBtm7zq59qe1ttvpyxYXobm9FoALfnYZMYlDpwC3vxDFILV1b1NR8QKhUBMAJlMWubk/JSX5fFSqwVEXciBEUaSxsTEa8amsrCQUCvU6xmq1RlPdcnJyiD3CPl9eQeCPFY28VN1MWJIwqlX8JDuZ2zOTEAF3RMAVEXALAu6IKD/u3OYSBDxd24TObRH5OPl4gYAodV5HxCuI1B+DmDKqVdi0GubF2ni4IK3PJu0Gg4H58+czdepUvv32WzZs2EB5eTkvv/wyo0aN4tRTTyUhoe+apYqiyM6dO/nmm29obW0FZNvvuXPnMmnSJHS6/hEjAUHk5Zpm/lzZiFuQjRBOj4/h1/lpDLcoKU59hiTB2r/Cl78GMQyOLLjsn5A+9CMoDd4Gaj21aFQaxiedOC6aCgoDhTIjPo40uQPc8eZmBFHioglpfH96VnSfJEnUP/ggkeZm9Hl5JP/yl8d8PUmQaPvPHkLVblQmLQk3jEFjV1KzjhZJkqgr7mDXijpKNzUjdDo6aXRqCiYlMWp2GnVFS1lWKpFWOJKYxL7vLD+UEMUIDQ3vU17+FwLBOgCMhjRyc+8kJeVi1IOw94UkSbS0tESFT0VFRbRYvguTyUROTg65ubnk5eURHx9/VOl8kiTxWYuTh4prqQ3K4uT0+Bh+OyydbFP376lZoyb5GOySQ6KIKyLK4qlTHMlCSuwlnjwRMbp/X0Hl7Zy0B0SJQCjCu43tfN3q4jfD0rkkObbP0hktFgtnn302M2bMiPYg2rVrF7t372bSpEnMmzePmJiYoz6/JEns2bOHpUuX0tTUJcpNzJ49m6lTp/abe50oSXzQ2M4TZfXRn/VYq4mHC9KYHasYIfQp/nY5FW7PJ/LzkefDBc+ByTGgw+oruqJBI+NGYtFZBng0CgpDH0UIHScigshP3txMsztIYbKVJ743ttfkoePdd/Es/hp0OtKffgr1MfYJkSSJ9g+KCexpA62ahOtGo0saGj07BguSJNHR6KN2bwd1xfLi7QhG98enWxk1O43CackYLfJEdek/lwMwYtbcA57zZECSRBobP6Gs/I/4/ZUAGPTJ5OTcTlraZajVg0uMd3R0RFPdysvL92tiqtfryc7Ojqa7JScnH3PNSJkvyK+Ka1jaJtejZBh1PD4sgzMTOhuN1myEliKIy4eEYcdk7atXq0nQq0nQH/2fe0GSogKpKhDikZI6dnj83LG7ivcb2/m/4ZlkGPtORMTGxnLxxRdHexDt3buXjRs3snXrVmbMmMGsWbOOqJeSJEmUlJSwZMkS6uvrATkKNXPmTGbMmHFAw4q+Yrvbx317a9joko0Q0gw67s9L5ZLkWNRDPEVr0FGzEd69DjqqQKOHM34L024e8qlwPVFssxUU+hZFCB0nnvlqL2vK2rDoNbzw/cmYe0xKguXlND7xOwCSfvYzjKNGHfP1XF9V4tvQCCqIv3oEhuyjv4t6siCJEm313k7h005dcQd+d+80Iq1BQ+GUJEbNTicpx9ZbzDbU01CyF5VKTeGM2cd7+AOOHE1ZTFnZs3i8cvqnThdHTvZtpKdfjUYzeFJ/nE4nGzZsYMeOHbS3t/fap9Foor18cnNzSUtL67NaEb8g8ufKRp6vaiIkSehVKn6clcSd2clycby7Ab74Fex4t/cLzQmQUCiLooRh3Y8d2aDu/9RCjUqFQ6fFodOSZTLwv8mFvFDVxB8qGljS5mbeuj08mJ/GD9Pi+3Ryn5yczNVXX01lZSWLFy+murqaFStWsGHDhmgPou9KYysvL2fJkiVUV1cDsrCdMWMGp5xySr82pnWGI/y+XG6IKiLXaP00O5mbMhIxKUYIfYskwZoX4KuH5VS42Bw5FS5t4kCPrM9RjBIUFPoWRQgdBxbvauSFb0oBePKScRQkWaP7pFCIurvvQfL7Mc+YQdz11x3z9Txr6nAvkf/pOy4uwDQq/pjPeSIiihKtNR7qijuo3dtOfYmzu9FpJxqdmpTcGNKGOUgb5iA5z45Of+CJ555V3wKQNXY8FsfQdSQ6UiRJoq19JWVlz+BybQVAq7WRlXUTmRnXodUOjvQNSZKorq5m7dq17Nq1K+ruplKp9uvl0x81Il+2OPlVcS3VAbnGaH6sjScKM8gzG0CIwOoXYenvIOQGVJA5HZw14KoBXwtUtUDVqt4n1RggPr9bHMUP6xZLhv5LudKpVfw0J5lzEu38fE81611e7ttbw4eN7fxhRCb55r4VvdnZ2dxwww3s3buXxYsX09zczOLFi1m7di3z588/oLFBVVUVS5cupby8HJCNGaZNm8asWbOwWPrvOylJEu80tvNYSR0t4QgAFyc5eLggnZRjSHFUOAi+Nlj0Yyj6TH4+6kK44C9gtA/suPqBVn8r5c5yVKiYlDxpoIejoHBCoAihfqa6zcfP394CwHUzczh/fFqv/c3PPU9g507Udjtpv38S1TGm3Ph3tNCxSBZdMQuzsE5LPabznUgIgkhzlTua5lZf4iTkj/Q6RqtXk5pvJ21YrCx8cmLQHKbDXlcT1eEz5/T52AcrHc6NlJb+gY6OtQCo1SYyM68jO+smdLrBMRGJRCLs2LGDtWvXRtOiQJ5cT5s2jYKCgn5Njar0B3mwuJYvW12AnBr1WEE65yba5Yhi5Sr49G5o2im/IH0ynPuH7rvZQQ+0lkBLMbQWQ8te+XFLMQhBaNolL/tiS+sRPeoRTYpJ77NUoWEWI4smFfCP2haeKKtnjdPLaeuLuDsnhVszk9D2oVuiSqVi+PDhDBs2jG3btrF06VKcTicff/wxq1at4rTTTmPkyJHU19ezZMkSSkpKANmqe8qUKcyZM+ewHfyOlt0eP/ftrWGtUzZQGWY28LvCDKUOqL+oXg/vXg/OajkV7swnYOqNJ1QqXE82NW0CYFjsMOyGwfH3VUFhqKMIoX4kEBa47Y2NuAIRJmY5eOCckb32e9eto/XllwFIfewxdMnJx3S9YLmT1rf2gASWaSnYTss66LF+dwitXoPOMHgdu44VISzSVOmitkv4lDqJBHtbHeuNGlILHNGIT2K2Dc1RpK00V1XQWlOFRqtl2LSZffUWBi1u905Ky56htfUbAFQqPRnpV5OdcxsGfd+5ex0LbrebDRs2sGHDhmhzTI1Gw7hx45g2bRqpqf17kyAgiLxQ3cSfKxsJiBJaFdySmcTPs5OxaDXgaYKvHoKtb8ovMMXCwkdg4g+h5w0RgxXSJshLT0RBngC27COOWvaCtwncdfJSvqz363QWSCjYRyAVyvVIuiOP5KhVKm7MSOSM+BjuKaphWbub35bV81FTB8+OzGK0tW/Tz9RqNRMmTGDMmDGsX7+eb7/9ltbWVt5++20cDkfUBlulUjFx4kTmzp2Lw+Ho0zHsizsi8HR5A6/UNiNIYFKr+XlOMrdkJh675bgkyT9rMQxCGMSIvBZCndsi++872POD7dOa5HSyuFx5reu/lME+QZJg9XOw+BH5fcTmdqbCTRjggfUvSn2QgkLfowihfuTRj3exo9ZFrFnH81dPQq/t/ocoOJ3U3XsfSBL2S75HzJlnHNO1wg1eWv61CyISxlHxOC4sOKCTU3O1m7WLyqjcIVvGGi06rHEGbHFGbPFGed352BprxGTTDZkGl5GQQGN5l/Bpp6HMhRAWex1jMGujoidtmIOETFuvZrZHS1FnWlzOhCkYLdbvOHro4vWWUFb2R5qa/weASqUhNfVScnPuwGhM+45XHx9qampYu3YtO3fuRBTln7/NZmPatGlMmjSpX9Oiulja6uKB4hrK/XIa3CyHld8VZlBoMcoT17V/hSW/haALUMHka+G0h4/MFEGtkSetsTkw7PTe+/zt0FLSKZD2dkeT2sog7IX6rfLSC5VsM7yvQEooBEvCd95lzzIZeGt8Hv9taOPhkjq2efycuaGIO7OS+VlOMoZ+6EF0yimnMHHiRFatWsXq1aujImjcuHHMmzeP+Pj+TQuWJIkPmzp4pKSWxpAcXT430c6jBemyeYQQgap1UPyV/HkLwUMLl+jjnsccvd35UWNL7fxu5XaKo9xukWSOH9iIi68NPrwN9n4uPx/9PTj/T2A88etgFSGkoND3qKR926APMVwuF3a7HafTeUy2qn3NG2sr+dUHO1Cp4F/XT2NuYXdjVEmSqPvFL3B99j902Vnkvf8+6mOYnEU6gjS/sAXBFUKfHUPijWNQ6XpHejoafaz9uIySDU1HdG6tTo01zoith1iyxnULJkus4agiKH1BKBChscxFbaexQWOFCzHS++tssul6CJ9Y4tMsfd7cVJIk/v7Tm3A2NnDuT3/JiJknnmOc319NWfmfaGhYhNziU0Vy8vnk5f4Eszl3oIdHJBJh9+7drFmzhtra2uj2zMxMpk+fzsiRI/utOWZPagMhHiqp5dNmJwDJei2PFKRzUZJDvqFQvQ4+/Tk0bJdfkDoBzn0GMo7TxEYIQ3tFb4HU9TjgPPjrjI7eJg2pE+QaJv2BnSibgmHuL66Jfg7DzAaeHZHFFHv/iVCPx8POnTvJzc0lKan/rev3egM8sLeGFR2yy2CuSc/jwzI41RCAksWy+CldAoGOfri6CjQ6uUmoRtu51vXYdoB9au1BtuvkurS2cvm7EXQd+tJ6G8Tl9BZHXY9jMuRz9xdVa+HdG+S6OY0BzvodTLnhhE2F64kr5GL2m7ORkFh6+VISTIMj8q6gMBg5Em2gRIT6gVUlLTy8SM73/8Xphb1EEIDro49wffY/0GhIf+qpYxJBoi9Myz92ILhCaJNMJFw7qpcIcrcF2PBpObtXNyB1NlYcNjWZaeflYorR42kL4G4N4G7rXrq2eV0hImGRjkYfHY2+A15fpQKLQxZJ3QLJID/ujDDpjX3zNQv6I9SXdFtZN1e6EcXewsdi15NWGBsVP7Ep5n6PaDWU7MXZ2IDWYCB/0rR+vdbxJhhspLzieerq3kaS5DvTiQmnk5d3F1br8AEenTz53bhxI+vXr4/aXms0GsaMGcP06dNJSzs+UaqQKPLX6maeqWjEL4poVHBjeiJ356Zg02rA2wKLH4bNr8svMDrgtIdg8nXHxfUtikbXXSvEud3bJUke44EEUkeVPJmvWS8vXah1kDEFcmZDzhzInBZNqUoy6Pj7mFw+aerg/uIain1Bzt9UzI0ZCdyXl4qlH0Sp1Wpl+vTpfX7effFGBJ6pbOSv1U1EJLnJ7E/sYW5v+wzju5/vH2kzOqDgNPlzMsQcXJActojR9d93RpLkaGJbObSXd6/bK+TH7jpZNDVs7xbzPVFr5ajiwaJJ+qP8XyeKsPovsPhRkAQ5jfOyf0LquKN/r0OMzY2bkZDIiclRRJCCQh+iCKE+pqzZw21vbCIiSlw4IY0fLyjotT9UXU3DY78BIPHOOzCNO/o/5FJYoOXfu4g0+dDE6Em4YQxqs+xK5HeH2Ph5JTuW1UYbf+aMjWf6hXkkZHQX7hrSrcSnHziVS4iIeNqDskBqDeBp7y2aPG3B6DGe9iCUHviOssGsjaba9Uq/6xRLB0u/C3jDUdFTV9xBS7WbfeOXtjgjaYXdqW72RNNxT+XrMkkomDIDnXHwWEQfC6FQG5WVL1FT+zqiKPdOioubQ37ez4mJGfjJR11dHWvXrmXHjh0Iglz3ZbVamTp1KpMnT8ZqPX7piSva3dy/V57sA0y3W/hdYQajrCa5tmP9K/D1Y90Rl4k/gIWPyulmgwWVCqyJ8pIzq/e+sF9OqesSSM17oGoNuGqharW8fPuUXKyeMVUWRTmzIWMq5yU5mBVr5eGSWt5uaOflmhY+b3Hxh+GZzI0bWgYCkiTxabOTh0u6G+CeESzjN7t/R7Zzb++DUyfI6YoFp8vmF/0ZJelLVCo5PdMcd+AoZdgP7ZWyMOoplNrKoaNSrltqK5OXA2FJ2l8cdT22JB44suNthQ9vheIv5edjLoXz/9ivroiDESUtTkGhfxgif52HBk5fmBv/tQGnP8zELAe/v2Rcr0m5FIlQd88vEb1eTJMnE3/TTUd9LUmUaH2ziFCFC5VRQ8INY9A6jAT9EbZ8VcXWr6sJdxoDpA1zMOOifFLzj8xlRqNVY080YU88cOGsJEr43CE8bd1iyd1DLHnaAgR9kc7FQ0u154Dn0WjV3XVKcUY0WjX1pR201nr3O9aeaJJFT6f4iYkf2KJeURQoWrMCODGaqEYibiqrXqG6+lUEQf787fbJ5Of9gtjY/r/bfigEQWD37t2sXbs22hMGID09nenTpzNq1Ci02uP3J60hGOaRklo+bOoAIEGn5aGCNC5LjpV/72s2ymlw9VvkF6SMhXP+AFkD+zkeMToTJI+Wly4kSZ4AV6yA8uVQsRzc9VC5Ul6WIacuZU4jNmcOf86ZzcVjRnB3cQPVgRCXby3lqtQ4HslPw64b/P+Gyjw+frVjD0v9chpwpr+ex0v/zBmtnXbmRgfkn9opfhaCtf9T8wYEnQmSRsjLvoiiHDHaN4rUJZQCHbKJh7cJqtfu/3q9tbvmrcu4wRAj9wZy14HWCGf/HiZde1Kkwu2LIoQUFPoHpUaojwgLIte9uo6VJa2k2Y0sumM2ibbelrzNzz1Py3PPobZayVv0Ibr09KO6liRJdHxYgndtA2hVJN4wBnWGje3f1LDpi0qCXrloNzHLxoyL8sgcGTdghgehQKSXMHK39Y4weTqCcIhvYGyKuVv4FMRije0/m+OjoWrHNt75zQMYLVZu/dtraLRDs0+IIPiorv43lVV/IxKRIxc222jy8n5OfNy8ATXM8Hq9bNq0ifXr1+NyyfULarWa0aNHM336dDIyMo7reMKixN9rmnmqogGvIKIGrk1P4L7cFHlS72uT3aw2/RuQwGCHU38t1zIMlcjAkSJJchSgYnm3MPI09j5Ga8STNZsnMq/lVTKRUJGs1/JkYQZnJzoGZNiHxNOEr3gJf6lz8bxxIiG1Dr0Y4sfVb/KTqtcxJY8amlGfgcLfvr84aq+QF2cNh/xHEF8Al/0LUsYcn7EOMnxhH7PenEVEivDlJV+SalXaYigoHAqlRug4I0kSj3y0k5UlrZj1Gl65dup+Isi3aTMtL7wAQMrDDx+1CAJwL6mWRZAKHJcVUlzjZf1fd+Bzyg5VsSlmpl+QR97ExAF3fNMbtcQfKv1OEPF2pd91CqRwQCApR25iao7RH+cRHxl7VslpccOmzxySIkgUg9TWvkVF5QuEQi0AmM0F5OfdRWLimcf8/QkIIp+1OEnSaxlnMxOjPfzahoaGBtauXcv27duJRGRxb7FYmDJlClOmTOn3njAHYk2Hh/v21rDHGwBgUoyZJwszGGczy3fEN/5TFkH+dvkF46+C0x87cSMEXahUcmPX+Hy57kmS5N5H5d/KUaOKFeBtwlq2mCfKFnNhzFh+MfxeSsjk+h0VnG8ReGLsKBJNAxjhFQWo3SibHBR/yZchM7/K/wnVZjn6saBjE4+L28mbMBUuuQ9sx9bu4KTDFCsvXf2xehIJyrVoUXHUKZSc1bIpx+mPnnSpcD3Z2ryViBQhzZKmiCAFhT5GEUJ9wL9XV/LG2ipUKvjTlRMZldZbfQoeD3W//CWIIjHnn4/9/POO+lredQ24vqoEIDgukQ/eKcHVIk/KbHFGpp2fS+H0lD6xhD4eaDRqYhJMxCQM8r4VB0CIhClesxKA4UPMKU4UIzQ0vE95+V8IBOsAMBmzyM39CSkpF6BSHXsxtjsicN32clZ2dKdE5pj0jLOZGWc1Md5mZqzNhKNHapQgCBQVFbF27VoqKyuj21NTU5k+fTpjxow5rulvXTSHwjxWWsc7DbLAidNp+FVeGlelxqFWqaBuM3z6C3kiDZA0Sm6Kmn3i95Q6ICpVtynD1B/Jwqhlb1QYTa9YweINN/BMzrU8n3klH3u1rFi+nsfcX3Npoh1V7hy5J4ymn28ueJplh7eSToc3fzuVxhR+XfBTvoqXf3bpkp/HUjScM+caVEPwZseQQGvoYeKhsC9KWpyCQv+hCKFjZNneZh79WHaIu++sEZw+av+7hI2/fZxwTQ26tDRSHnrwqK/l39VK+wfFAFRp1Wxe1jmBjdEz5ewcRs9OQ6MbGCvrk5HKbVsIeD1YHLFkjh470MM5LCRJpLHxE8rK/4TfXwGAQZ9MTu4dpKVehlrdNxO9llCEq7eVss3tx6JRE6vTUBMIU+EPUeEP8VFnXQ1AtlHPaLOeOGcboaJdmBtrMUbCqFQqRo0axfTp08nMzByQ6GZElPhXXQu/L6/HFRFRAT9Ii+f+vFTidFo58rPkt7D+74AkWwsveACm3dT/k/ihhEoFicPlZdpNIEkYm/fwQPlyzqt5k58bZrHDksedcRfzQdMa/m/l1WRIPsia0Wm+MAdSxx97+lnPqE/JV7KA7SSg0vNC3s38OeMKAiotWhXcmpnEXTnJ/eJyp6BwuChCSEGh/1CE0DFQ0uTmjjc2IUpw6eQMbp6bt98xrs8+w/nhh6BWk/bU/6E5ynSeYKWL1jd2gwSVQZEtHWEMZi0Tz8hi3IJMdAblH/XxpsstrvCU2aiPpwXyUSBJEi0tX1NW9gwebxEAOl0cOdm3kp7+fTSavnO7qw2EuGJrKSW+IHE6DW+Oz2e8zUxrKMJ2j4/tbj9b3T62uf1UBUJUdi6gh4IJUDCBRElgUqyN2Dg7ZVYT1oggC4/jyEanl3v31rDD4wdgnM3Ek4UZTIqxyGlwm9+Arx4Cn5xSyNjL4PTfQIySuvKdqFSQNBKSRjJuOvwvIvBi0U7+0BRhSfwM5jn+za/LXuLakkWoSxbLr9HbIPuUble61PGHZyPtaYbSr2XXsc6oTy9Sx7Ok4Gp+ZZhGeVi+kTTbYeWJrga4CgoDSFAIsq15G6AIIQWF/kARQkdJuzfEDf/cgDsYYVpOHI9fPGa/O9bhujrqH3kUgIRbb8E8+ej+iDVsaiLwThFaCRrCIjsFiclnZTPh9CyMFuWu8/FC9hWRUKnUhIMBStavAWDEzHkDO7BDIEkS7e2rKC37Ay6X3N9Eq7WRlXkjmZnXodX2rc10iS/AFVtKqQ2GSTfo+O+EfArM8mQyXq9lflwMcx1WiouLWbN3Pbura2ixOmi2OXAnJNPuiKdeVNGs0vBFh48vOrr7V6UbdIy3mRlnM8npdTYzCfq+/xPWGorweFkd/6lvA8Cu1XB/XirXpMWjUamgfht8dne381XiCDjnacid0+djOVnQaTX8ZPQ4zs4J8PM91ax3wf3D7mJR4Q38oelt8ss+lu3Hi7/stlE2xMiph13CKGWsLIxEAWo3yceVfAV1W+hViG+0yw5vBadTk7mAhxuCcuPXsNwA99GCdC7saoCroDDA7GjZQUgMEW+MJzsme6CHo6BwwqEIoaMgFBG55fWNVLX5yIwz8eIPJmHYpwhcikSou/c+RJcL4/hxJNx22xFfp7XWw8b3S8ipdmFWq2gXJPyTU/j+uTlY7IPLPe1EIhLx4vOX4/N1LWWdSwWC4Eeni0WKmMg6vQ2VaMXN25RXxKPXJ6DXxaPXy4tOF49We/TNco+VDudGSkv/QEeHPGFXq01kZl5HdtaN6HSOPr/eNrePK7eW0hYWGGY28Nb4fNKN3WYXfr+fLVu2sG7dOtrb5bvyJpWK01MTmD59OtnZ2ahUKjrCEXZ4/Gx1+9nm9rHN7aPcH6I2GKY26OSzlu5+VekGXacoMkXXifqjuzkgSBJv1LXyRFk9HRHZev6KlDh+nZ8qnzPghKVPwLq/gSSCzgLz74MZtylpcH3EMIuRRZMKeLW2hcfL6lkj2Dk1+WbunvYgt+kb0HYZL1SugqAT9n4uLyALnNTx0LAD/G29T5wyDoadIbu8pU8hpFLLDXB39miAm5HI3TmdDXAVFAYJXWlxU1KmKOJcQaEfUOyzjxBJkrj3vW28vaEGq0HL+7fPpDDZtt8xDY89Rsebb6E2m8n98AP0WVmHfQ1ns5/1n5RTuq6B2VYtdo2KkF5N3I1jcWQNnEX4iYQkCQQCtXh9ZfsInnKCwYY+u45abYoKI70uHp2+UzB1PtfrO7fp4tHpYlGrj/3ehNu9i9KyZ2htXQqASqUnPf0qcnJux6Dvnyaeq9o9/HB7GR5BZJzNxH/G5UejNc3Nzaxbt44tW7YQDsuNKI1GI5MnT2bq1Kk4HI7vPL8rIrC9M51uW+e61B884LGpBp0sjKyyMBpvM5NkOLRQ2eLycd/eGra45QjUKIuRJwszmOawyoX+2/4LXz4o90ABGH0xnPE42I/e/VHh0FT5g/yyqIZv2t0AjLOaeHZkFqO7GtU2bOu06u4URiF394t7RH0oWNjL4W3fBrgzOhvgjrQOPcMWhROfW766hVV1q3hg+gNcNeKqgR6OgsKQ4Ei0gSKEjpBXlpfx2093o1bB36+byoLh+9vitvztZZqfeQZUKtL/9EdizjjjsM7tdQbZ8GkFu1bUgSgxw6IhUacGs5aUOyaijVPy1Y+UcLgDn6+sU/BURKM7fn8lohg66Ot0ujjM5lzM5jwsnWuzOQ+t1obXVct7T92DWhfklMsvQG+FUKiVcKiVULiVUKiFUKgFUTzwRP3gqNDpYjujSXGdAmqfKFNUQCWg0Vh63SH0ekspK/8jTU2fyWdTaUhNuYTc3DsxGtOO5uM7LL5ocXLzzgqCosRMh5V/jc3FptXQ1tbGkiVL2LFjR/TYpKQkpk+fztixY9Hrj80a3R0R2OHpFkbb3D5KfMEDdiNJ0cviaGynMBpnM5Ni0NEejvC7snpeq2tFAqwaNffmpnJ9egJatQoad8Knd0NVZ+PM+GFwzlOQv+CYxq5weEiSxNsN7TxcUktHRECrgjuzkvlZTjIGdQ9jGCECDVuhfiskjoSMqfsZK9QHQzxaUterAe7DBWlc2tUAV0FhkBERI8x8cyb+iJ/3LniPwtjCgR6SgsKQQOkj1E98vbuRxz/bDcCvzx11QBHk/OgjWQQByffff1giKOANs+mLSrYvrSESFgGYm2IiNhBBZdCQeONYRQQdAlEM4fdXdQqe3tGdcLjtoK9Tq/WYTDkHEDy5h0wdK965DVelkfiMQkaOu/uAkyhJkhAEH+FwK6FQ19LSKZT2FU2thMPtgEQ43HbIMfcevyEaZdJozHR0rAdEQEVy8vnk5f4Eszn3sM51tLzT0MbP9lQhSHBmQgx/HZWDEPDzv6++Zf369Yii/H0ePnw406dPJzc3t88mnTathlMcVk5xdNc5efYTR35KfAEaQmEaWsN82eqKHpuk1xIWJdo70+AuSY7lofw0kg06CLhg2e9hzYsgCaAzw9x74JQ7QDu4e1udSKhUKq5IjWNBnI37i2v4tNnJs5WNfNLcwbMjsphi70w91Wjlpqbp+9dhHqgB7nXpCdzb1QBXQWGQsqdtD/6Inxh9DAWOgoEejoLCCYnyX+Aw2dPg4idvbkaS4KppWVw/K2e/Y7yrV1P3q18DEHf99cT98JpDnjMUiLBtSTWbv6wiFJAnYym5MUxPNcGuNtCoiL9mJPq0vi1oH4pIkkQo1ByN7vh9FZ1RnjICgRokSTjoaw2GlGhEx2zOwdL52GhMO6p+OV1uccNnzjnopF6lUqHVWtBqLZhM350WKUkC4XD7fqIp3PU83NZDNLUiCD5EMUggWBftAwSQkLCQ/LyfY7UOP+L3daS8XN3MgyW1AFyeEsvvcpNZu2I5K1euJBSSo235+fksXLiQ1NTj46Rm1WqY4bAyo4c48goCO91+tnm63eqKvQGaQnKT1kKzkd8VpjMr1ianwW1/F774FXg6UyRHXgBnPgGOzOPyHhT2J8mg4+9jcvmkqYP7i+W0tvM3FXNjRgL35aZiOUhdz+oOD/f3aIA7OcbM77oa4CooDHI2NGwAYFLyJNQqpTWGgkJ/oAihw6DFE+RH/9yANyQwMz+exy4cvd8EOFBURM2dP4FwGNvZZ5F0z90HPV8kLLDz2zo2fl6B3y3XTMSnW5lxUR5xrX5cn1cAEHd5IcaC2H57X4MRSRLxeIrw+Urx+srx+8qjdTyC4Dno6zQaSzSy01vw5KLR9N2kx+fsoGqH7L42YlbfucWpVJrO2qHDq+ERBB+hUFsPwdSO1TaCGNuYPhvTwZAkiacqGnimohGAG9PjOb+jgRf+8jZerxeQG6Cefvrp5OXtbyl/vLFoNExzWOV6n058gsgujx9nRGBurA2dWgVNe2Q3uIrl8kFxeXD2UzBs4QCNXGFfzktyMCvWyiMldfy3oY2Xa1r4vMXF08MzmRfXXavZHArzaEkd7zZ2N8D9dV4aV3Y1wFVQGAJEjRKSpwzwSBQUTlwUIfQdBMICt7y2kdoOPznxZl74/iR0mt53ZsINDVTffAuix4N5yhTSnnwSlXr/uzeiILJnTQPrPynH0y7Xj9gTTUy/II+CyUn4NjfR3imC7OflYR6/f+rdiUx7+zr2Fj+Gx7P7IEeoMZkyeoidXMzmXCzmPPT6pOOS5793zUokUSQ5bxixKf1Xd/NdaDRmTCYzJlPGcb2uKEn8uriWf9TKvXOut6hJ/PwD/tcmp/PFxsZy2mmnMWrUKNQH+B0YLJg16u60qqAHvv0/WP08iBHQGmHO3TDzTtApKamDjVidlj+NzOLiZAd3F1VT3dm36qrUOH6dl8YHTe38vqwet3CABrgKCkMEURLZ2KQIIQWF/kb5z3AIJEnigfe3s7GynRijlr9fNxWHuXd9gOB2U33TzUQaG9Hn55Px/HOoDb2trSVRomRTE+s+LqejUXalsjgMTD03hxEzU9Fo1ASK2mh/rxgA69wMbLNPHjeqQKCOkpLf09j0CSBP8q3WEVHB01W7YzJlolYPrG34nlVyWtyIWXMHdBwDQViU+NmeKt5rbEcFnNtUgWH3FtoBi8XCvHnzmDRpElrtEPmzIkmwaxF88QC45BQ/hp8DZz0JsUq/jsHO/LgYlk0dwRNl9fyjtoU369t4p6GNSKdbRq8GuAoKQ4zi9mLcITdmrZnhcf2f6qygcLIyRGYsA8OLy0p5f3MtGrWKF74/mfzE3rU6UihEzR13EiwuRpuYSNbf/orGbu/eL0lU7WxjzaJSWqrltC6jVcfks7IZMy8drU7Oaw9Vu2l9YzeIEuYJidjPyjlu73EgEYQgVVUvU1H5EqLoB1Skp19FXu5d6PVxAz28/XC1NFG7ZxeoVAw/5eRqnukTRG7eWcHiVhdqSWLB7g1kNNei0+mYNWsWp5xyCgbDIOxtJUngroe2st5La+c6LKfy4ciGs/8Php81sONVOCIsWg2PF2ZwYZKDnxdVU+IL7t8AV0FhCNKVFjcxaSLaPmiroKCgcGCU366D8PmOBv7v8yIAHrlgNLOH9a7dkESRul/9Gt/atajNZjL/9ld06d1RnIZyJ6veK6G+RG7+qDNqmHh6FuNPzURv6v7Ywy1+Wv65EykkYhjmIPbSQlTq/v3n7RdE2sMRkg26AZkoSJJES8tX7C1+gkCgGgC7fQrDCx/CZht93MdzuLz30YsApA0fiS2+f/rxDEac4QhXby5mozeIVohw+q715HY0M3nqVObNm4fVOsBmHqII7roeIqe083G5vI74D/5arQlm/RRm/wx0Sh+Zoco0h5XFU4bzTZubKXZLtIeVgsJQpUsITU7e3wlRQUGh71D+WxyAHbVO7vrvFgCuPSWba2bsnybT/OwfcX38MWi1pP/5zxhHjgTA1eJnzYelFG+QGy9qdGrGzs9g0plZmKz7ptWFaPnHDkRvGF26lfgfjESlPbq6ClGSaA1HaA5FaAqFaQzKa3npfNy5zS3IlsY2jZrJMRamOSxMs1uYGGPGounfrupebwl79/6GtvYVgOzoVpB/L8nJ5w/aXh6etlZefff3dKzYhhktK2OKmeOuIcN2fOtzBoJKp4vLNhRRpdahj4Q5e/tqFmamcur3Lyc+Pv74DUQU5PS1qMjpIXTayyESOPhrVRpwZEF8vmyA0HNxZCt22CcIRo2asxLt332ggsIgR5IkNjTKjnGKEFJQ6F8UIbQPTa4AN/17A/6wwJxhCTx43qj9jmn7z39offllAFIfewzr7FkEfWE2/q+SrUurESMSqGDEKalMPz8Xa+z+BddiMELLP3citAXQxBlJuG40asP+Pw6fINIcCtMY7CFoeq47tzeHwwhH0BpXBbgFkW/a3dHO7RoVjLGamGa3MNVuZZrdQopBd/gnPQThsIvyij9TU/MakhRBpdKTnXUjOTm3dbu6tVfA4kegai3kzoUJV0HOXBiAovugz8vetSvZs+IbqnZsA8CMFp9RYE1MNVd8cgVPznmSORknZopcKBTi4zXreMCjwmmyYAoFuLm1kh9ecQnp6f1UvyZEwFm9fxpbW5n83RAO3gAXtRZic/YROvkQlyuLIE3ffI8VFBQU+psKVwVtgTb0aj1jEvrfCVRB4WRGEUI9CIQFbvr3BuqdAfITLTx39SS0+zjEuZcsofG3jwOQ8JM7sV14IduWVrP+kwoCXtkKO2NELDMvKSAx07bfNQCEsEDxf3ZR5/LRlm4gfFYmLW3tNDXIoqYxGI5GdrqiN4dLvE5Lkl5Lsl5HokFeJ+m1JOl18mKQH1s0anZ7/Kxzelnv9LLO6aU2GGar289Wt5+Xa2RXsCyjnml2S6c4sjDcYjwi+1lJEqmvf5eS0qeijUITEhYyrOABzObOSFvQDcufkV27BNlNj21vyUtMBoy/AsZfDQn921AuEg5Tvmk9u1d+Q9mm9QjhcHRfY2yAnOnTufSc69m94SG2t2znx1//mNsm3MYt4245YXo8CILAli1beHfNet7OH4/XZMIRCvBSVhzzzph+7FE7IQwdVQcRO5Ughg/+Wo3+AGKnc7Fnyk01FRQUFIY4XWlx4xLHodcoEWsFhf5EJUnSEcQRBh8ulwu73Y7T6SQmJuaozyNJEne+uZlPttXjMOv48PZZ5CT0dhvyb91K5bXXIQUC2C+9FP8ld7L6g1KcTXINQmyqhZnfyyd7TDwS8Emzk10efzRVrbkzVa05GEE4gvmkUa0iSa+TRY2hS9T0WBvkdYJOJ/dDOUpqAyHWO72s7RRHuzx+9pVhdq2GyTFmptutTLVbmBBjxqw5sAhwOjdRtPcx3O7tAJjN+RQOe5D4+M4oiijC1v/A14+BR+5JQ+5cmHYLlCyGne9DwNl9woypMP4qGPM9MPVNfyVJFKnetYPdK76heO1Kgj5vdJ86wcb6uCrK03z8aPaPuXHsjQCEhBC/X/d73t77NgBzM+byxOwnsBuGblqOJEns2bOHr7/+mp3BCJ+NnUlQpydbA+9PHUm66SiMECQJqtfKzmzNRbLY6aiCQzS/RWOQozhd0ZwuoROfDzHpoO7f1E0FBQWFgeb+5ffzSdkn3Dr+Vn484ccDPRwFhSHHkWgDRQh18sfFe/nj4mK0ahWv3zidGXm96x9ClZVUXHkVQns74XkXUVJwCfWlLgBMNh3Tzs9j1KxU1Bo1zaEwP91dxZI290Gvp5Ik4jQakk36XpGafaM3yXodVo16QOpn3BGBjS45WrSuw8smtw/fPhEqrQrG2cxM7YwaTbNbiJHaKSn9PQ0NHwKg0VjJy/0pGRnXoFZ3pihVroLP74N6uTkpsblw5uMw/BxESZJ70IQDUPQZbH0TSr7unkBrDDD8bJhwNeSfdsSRAEmSaKooY8/KZexZuQxPW2t0nzUunhGz5rEnuY3nav8FKvjJxJ9w07ib9jvPhyUf8ts1vyUoBMmwZvDHBX8ckjanlZWVLF68mOrqamocCXwxZgZhjZYJNhP/GZ9/5P1X3I3yz2zz69BavP9+ralT4OwjdOLywJY2IKmQCgoKCoOFM949g3pvPS+f8TIzUmcM9HAUFIYcihA6Qj7eWsedb24G4PeXjOWKqVm99kfa2qi48ipcjR4qJ15DnbEQkI0QJizMZNKZ2eiN8mTx2zY3d+yupCkUwahWcVlKHGkGOZpjLXZiWllPQlAi94ICHJNTjuGdH38iosROr591Hd5oSl1DaP9UphQaGCbtZjh7mJWYzYLCmzAaEuWd7ZXw1UOw60P5uSEG5v0S/7gfsmP3XjZv3kxdXR1Go5GYmBhsNpu8NqiJce7BVr+CmI6d2PBgxo/akghjL5friVLGHnL8zqYGdq9Yxu4V39BWWx3dbrBYKJw+i5Gz55Mxcgyv7vonz258FoA7J97JzeNuPug5d7fu5q5v7qLWU4tRY+ShUx7i/Pzzj+yDHSCampr4+uuvKSqS3RErkzL4asRkIioVc2Kt/HNMLhbtYUZghAgUfymLn72fd4tWnQVGXwRZM7pFjzVFETsKCgoKB6DOU8eZ752JVqVl5VUrMevMAz0kBYUhhyKEjoCt1R1c/tfVBCMiN83J5Vfn9jZHEP1+Sq67mSJ3OjUZpyKqtaCC4dNTmHFhXtQIISxK/L68nuermpCA4RYjL43KZqRVtuT1bWmi7S15wmk/OwfbvMxje+ODAEmSqOpMp/u2sZg17W1Ui8lI+9TLxGo1TLUZmNq6gWk7XmZ8xw6MRBAnXktFwbVs3l3G7t27iUQiR3R9NQI2PMTglddmI7aMkcQMm4ktMZ2YmBg0kkTZhtXsWbGMur27o6/V6HTkT5rGiNnzyJ04Fa1OjlS9uuNVntn4DAB3TLiDW8bf8p3jcAad3Lv8XlbWrgTgyuFX8supv0Q3SAv0nU4n33zzDVu2bEGSJFQqFb5pc3jNGIcInJto54VR2RgOR6y0FMPm12DrW93pjQAZ02DSNTD6YjAcuFZOQUFBQaE3H5d+zAMrHmBc4jjeOOeNgR6OgsKQRBFCh0m908+Fz62kyR3k1BFJvPzDKWh61NhEQmFW/fQv7AnmE9bLk7n04Q5mXTKMxKzuyV2lP8itOyvZ7PYB8MO0eB4pSI/WzgRK2ml5dScIEtZZadjPyxu0VtFHis9Xzt7ix2ltXQpAWJeFO+WXFKvHs97lZYvLh1/s/RXTSRFyxTCxrc3ENtWR7GzDFAmRlJTExIkTGTlyJKFQCJfLhdvtPuDa6/UeaDgHJhJBHQmhioSx2WykZmaRPWIksfEJ0aiT2Wzmtd2v8fSGpwG4fcLt3Db+tsO+hCAKvLTtJV7a+hIA4xPH84d5fyDZknz44+xn/H4/K1asYO3atVHROXLkSKrHTeXpBjnN8+rUOP6vMBPtoWrNgh45orfpNahe073dkgjjr4SJ10Di0EsRVFBQUBhoHl71MO8Xv8/1Y67n55N/PtDDUVAYkihC6DDwhSJc9tJqdta5GJ5s493bTsFmlO/gS5JE+dZmlr+8Do8gh6XtDjWzrx5D9tj4XiLmw8Z27imqxi2I2LUa/jA8k/OSHNH9oVoPzX/bhhQUMI1LIO7KEf3eMPV4EIl4qKh4nqrqV5GkMCqVjszM68jN+TFabadIrFxN6PNfscPjY7V9HEvi5rHVNgzPAfq2ZOs0zIq3M9VhYVKMhXSDDush0rIEQcDtdkeFkbO5jtptq2iob8Yp6BG0eiSt7vCL61Xg1Xjxa/ykx6czMWtid1pej7VOd+goz7LqZdy/4n7cITdxxjienvc0U1OmHt4Y+olwOMy6detYvnw5gYDcbycrK4uFCxfyeljLn6vknle3ZybxYH7qgUW6JEHNetj0b9j5AYQ88naVGoadIYufwjMVm2oFBQWFY+C8D86j0lXJ86c9z9yMuQM9HAWFIYkihL4DUZS4/Y1NfL6zgXiLng9/PIvMOFnwNFW6WPluCXXFHQDoQm4mTjUz+ebTUPdwR/MKAr/aW8tbDbIl9DS7hedHZZNp7J7kR9oCNL2wBdETxpBnJ+GGMUfdMHWwIEkiDQ2LKCn9PaFQMwDx8fMoHPYgZnOufFBHFXz1ENLOD6gnic3qCWxXjyEQkZAAl9FCpGA4nrQsStQGiv3BA17LrFH3dsfrdM5L7DKW0GmQaitpWr2M4tUr8Lu6HebsNgMjbPXkGmvQGbS4sOC25ONKnobbmo8rIBxVdMloNGKz2bBarQddO3Fy76p7KWovQqPScNfku/jhqB8e9yigKIps3bqVpUuX4nLJEZ/ExEQWLlxI/rBhPFBcy7/rZKOIX+Wlcmf2AaJXniY57W3z69BS1L09Lh8m/kB28YtJPR5vR0FBQeGEptnXzKnvnIoKFSuvWolNr6QVKygcDUeiDU7Kxht/+KqIz3c2oNeo+es1k8mMM+NuC7BmUSl718p1DmohRGbNUqZeNpbkGy7s9fodbh+37qqkxBdEBfwsO5lf5KRE04kkSSKwu42OT8oQPWF0KRbifzhqyIsgl2sbe/c+htMlG0uYTNkUDnuQhIQF8gFBD6x4Ft/Kv7FNzGMzP6CRRBABUcJutzNhwgQmTJhAbGy3/XVbOMIGZ7cBww6PH68g4hNEKvwhKvyHaKQJqLKnY0oegy3oJ8WgJyshnuyEeNBpaO0oJrn8S5KKP2GYfw3WsqWACvLmwYyreU2l5alNr2EUjFyVcxVnpJxx0HS8SCRCIBAgEAjQ3Nx8yDFN1E1ktHY0LWIL3zZ+S9GqIhYWLiTOHtdLOJlMpj4XSJIkUVxczOLFi2lqkqM9MTExLFiwgPHjxxMBbt9dxUdNHaiAp4Zn8oO0Hi6JQgRKvuo2PhA7a7d0Zhh1kVz7k3UKnCDpnQoKCgqDgY1Ncv+gEXEjFBGkoHCcOOmE0Aeba3h+aSkAT14ylnHJMaz+sJStX1cjhGVr6JSm9eSVLiLt6otIvuEH0ddKksTfa1t4rKSOkCSRatDx3MgsZsXKf7AkUSKwqxXX11WE6+Uog8ZhIOGG0aiNQ/ejDoVaKC39A3X17wASGo2ZnJw7yMq8DrXaAKKIuPVNSr94mc2BNIq4FqHzq6XRaBg5ciQTJ04kNzdXtsXehzidljMS7JyR0N2HxxsRaOpsKtsUilDV3kFRRTnlTc20iBJekw2v2YbPZEFSq/GZbfjMNhqBrT4BOtO9wAox34PJ3wPALAZJCjaTFGojUNrMXq0Ptf08pjqyGDvmCkSjgVy9jgS9Fk2Pib4kSQQCgWg6nsfjOeg6FAoRDodRhVUkkghBwAvf1n6733vXaDRYrdZDRphsNhsWi+WAn92+VFdXs3jxYiorKwE5gjVnzhymTZuGTqfDKwjcuKOCpW1udCoVz4/K5oKuVM6Wkk7jgzd7Gx+kT+k0PvgeGI/eol5BQUFB4eBsbJCF0OTkyQM8EgWFk4ehOzs/CjZWtnPvu3Jzz9vn5lHohtcfWo3fLVtAp2ToyfryaaxNRdjOPouke+6OvrY1FOFne6r4qlVOMTozIYZnhmcRr9ciiRL+HS24l1QRbpANE1R6DdaZqVjnZKCxDM26CVEMU1P7OuXlfyISkXsipaRcREH+LzEY5DSq1h1fs+Xz19niicPN/OhrU1NTmThxImPGjMFsPnL7T4tWQ2rQj2fzKgIrviGwczvZkkQ2oNZoyBk/iZGz55MzeSRutZbGoCyYGkNhmjsFVHcTW3m7VxDxqQ1UmDKoMGX0ut6nwKc7KqPP1UC8Xtu7r5NeS7bJwJSUNMaajagPEhEJBoO9hNGe+j38b8//EIMiFtFClj4LKSjh9/sRBAGn04nT6TzgubpQqVRYLJaDCiWDwcD69evZvVt2xtNoNMyYMYPZs2djMsnOhR3hCD/YVsYGlw+TWs2rY3OYb9XA5jfk6E/Vqu4LmhM6jQ9+AEkjj/jnp6CgoKBwZHRFhBQhpKBw/DhpaoRq2n1c9PxKWtwhLkmNY1K7io5GWbQ4ks1MWxCP9PBNCI2NmKdMIfPvr6A2GABY0e7mjl1VNITCGNQqHspP44b0BJDAv60Z15JqIk2dAsigwTorDeus9CErgABa21awd+9v8PlKALDZxlBY+BAO+2RCoRC7Nixn84qvqPQZo68x6VSMmzCZCZMmk5p65HUjkiThdzmp3bOL3Su+oWzzeoRwd5+itOGjGDl7PoUzZmGOsR/iTAemK8r0RvFn/LvoY0SNg3Fxk8gK6WjyumnWxtCoj6dF70BUHdpkwa7VMCXGwnSHhal2CxNsZkyag0dsWvwt3LPsHjY0bgDg+jHXc/vY2wn4At8ZYfJ6vRzur6lKpWLChAnMnz8fu737M2oMhrlyaym7vQEcWg2vJweZsuffsON9CHU2/lWpoeB0WfwUngUHMLVQUFBQUOh7OgIdzPnvHACWXbGMOGPcAI9IQWHootQI7YMnGOHGf21A3RHmetFMwh4/HYDRqmPaebkMn2Cj5oc/JNjYiD4/n4zn/oLaYCAiSjxd0cCfKhuRgGFmAy+NzmGUyYhvcxPuJdVEWvwAqIwarLPSsc1KQ23WEQr4qd6yDYCYpBRiEpOivWoGM35/FcXFT9Dc8hUAOl0c+fl3k5pyCbW19Xy79H12bN9GSAAwAhIFMWEmzjuP4eOnodV+91cqHArSUV9HW10t7fW1tNfV0FYvPw7uY1wQn5HFyNnzGTFrHvakY7Oitmg1rCl5m/9ueQID8KMxP+Knk74v1+iEfFD0GWx5HqFsGW1aG436eJpMKTRlz6cpbSaNtiz2eIP/3959hzdVNm4c/6Z7L+ikLZQpQ/Yqe4mAC/XnfB34uhBQQVmKLFkynCiovG7cW0RRZpE9y5ZVoAVaSgfdMzm/PyLVCrJsm7a5P9fVC3pyktynEMid5znPYVtmLhnFZpanZbI8zTpC6Gwy0dzbnXa+nrT3tZajQJc//7xrutdkQd8FvLL1FT7Y+wHv7X6PPSl7mNVtFhF+F76mlMViIScn54KFKScnh5CQEHr27ElwcOmf07G8Am6PPcyx/EKCKeCz/S/QePmKP3cIqPuXhQ/C/tXPWERELt+25G0A1PWtqxIkUoGq/YiQ2WIwdMEmTLszaFrkiAkTjk4OtOgdTut+dXBxtBD/yKPkbtiAY2BNoj77DOdatYjPK2DI3mNsybSO9PwnNIDn64bBzhQyVyZgTrUuQ2xyd8K7Sy08ooNJSYzn2M7tHN25jZP7f8di/ssFQk0mvPwD8A0KwTco+I+vEHwDg/EJCsYrIACHS13quRyYzbkcPfYm8fELsFgKMZkcCQ+/j6DA/7JnzxG2b99OSkpKyf7+nKGVXzYtrnsI3wYdz3k8w2IhKzWFtJPH/yw8iSdIO3mcrJQLLDRgMuEXHEL9dtE07tKDwNpRZbaYwGe/f8a0jdMA64jMiNYjzv/YmSdh5xfWc2VO//7ndq8QaNiXIs9g9rhFsMkphE2GH5sLXThlPvdx6rq70v4vxai+hysmk4lfjv7C+LXjySvOI9gjmJd6vETzwOZlcox/ty8zmzu37+eUxZHaeSf5YudT1M5PBCd3aDrQWoBqd9bCByIiNjR782w+3PshtzW8jQnRE2wdR6RK0/LZfyjML2buG9twPJiFM9Y3eg3bB9Phprr41HDHMAxOjh5D5qJFOHh4UHvhR7g1acIPyWcYuT+ezGIL3o4OzG4QTp+EArJWJmBOty717ODhhHMbP5KcEzi6dzvxu2LJz84q9fy+QcE4u7qRkXyKooL8Cx6Hg6MTPoGBpcrRXwuTu7dPuSy/bBgGp5J/5NChFygoSALAzy8aF+f72L07lQMHDpRMy3KiiKYcpJVXCpEDhuPQ+Abyc3JKCo51dOcEaYknOJN4kuKif17tzc3TC/+wWgSEheMfWsv6+9Ba+IaE4uziWubH+cX+L5iyYQoADzR9gBFt/qEE/ZVhwMnt1kK06yvISzv/bkC8WyibfK5ms19zNvq1YL975Dn7BVBEO+d82rmbCHfOZsGBucTnxOPk4MQz7Z/htoa3ld2fcephtmxfzH+M1mQ4edE4+zCf7RpJcGCU9Zo/zW4Bt8ufXigiImXvzh/vZE/qHmZ2ncmAugNsHUekSrP7ImQxW9i7NpHV3xzCyDcD4Brqzg33NyW4zp8/kOSXXib17bfByYmIN9/EITqaCQdPsDDRem2VNt4ezCn0wG/1ScxnrAXIcIUUn1PsOr6K0yePlsri4u5BZLMW1G7eijrNW+EXYj1PxjAM8rIyyUhOIiP5FBmnksg4fYqM5FNkJp8iMyUZi9l8weN0dnPHNzDoz4IU+NeRpWBc3C9/QYKsrH0cODCZMxmbrc/hHEp+/o3siIWcnNyS/WoZiTQsPkBgcSrZYb1Id44k/VQSaSdPlLp2z985ODrhFxJKQFgt/MPC8Q8NIyA0HP+wWuVW7M7nryXo/ib383Tbpy//uYsL4eCvkLQTctOspSg31fr73D9+X5xXsvsZJy+2+DRlk29zNvk0I9a7MfmOpQuei6UQ3/zDZBcdwrnwIDdkH2aayRs39xrgUQM8Aqy/uv/xa8m2AHD1hb+vIleYA3t/gO0fsTKzkP82nUKeoztts39nofM+/FrdAcFNruhnKCIi5SOnKIdOn3bCYlhY+n9LCfEMsXUkkSrNbouQt7c3x3ansu7rQ6T/sXpbmoMF7/aBPHl/81JvftM//ZSkyc8DEDp9Oif79uPRPUc5+Me1gQY7ejBobTqOGdZRjULy2Zu+nkMZ2zAb1ilvJpMDIQ0aUqd5K2o3b01o/YY4OF7+9DaLxUx2Wqq1JCWfLUh/lqXstNSLPoa7tw++QcH4nJ16F/hnSfIJDMLR6c/zVYqK0jkc9zInTnyK9SI/LqSndWTv3lpYLNZzfJwx45uVgFNaKrm5Fgz+uTh4+QfgHxZuLTwlozvh+AQGXdHPoyx9eeBLnl9v/XO+r8l9jGw7svwKWGHuHwXpj2JU8vs0CnPT2VXoYJ1K5xjMRrcoUp3PfXG6Fxzn2vQd9Dyzg/YZu6mTf+L8P3mTwx8F6Y+S5OoNx9ZDYRbfB/Zk2FXjKHJwpqdLHv9r2wpPV7fzPYqIiNjY2hNrGbxsMOFe4fx868+2jiNS5dllETq85zi7fk3m+O/pAOQ7GKxxLSKsTSBz726Ng8OfbyezVqzg+LDHwWKhxuPD+PGm25l8+CQFFoNAAybuyKHjKes1hXKLs9h3ZgNHsndiNorxDQ75o/i0IqJpc9w8vcr9GIsLC8lMSf5LUUoiM/lUSVHKz86i5A/RZAJMYDJhmKy/YjLh4R+AV0AAAfVP4R66BZODdapeSnJt4o60oaDAEwwDp+wzOJ1JxSk7A9Ofj4qzm7t1ROdvU9n8w2rh4uZe7j+DK/HVga+YvH4yAPc2uZdRbUdV2CjUxRiGwZG8QjalpbMp7Qyrz2Rw3HzulMBASy7tC47RLns/7c/E0iw1FpeC9H983I/qDWJ0+CAMTNwU5MfcxpG4XML1h6TyMAyDrw9+TVJOEg80ewBPZ09bRxKRcvTqtlf5367/cVO9m5jaZaqt44hUeXa5atw3L27D3dkTB0cTv/vAEnMeV0X68uIdLUuVoLydOznx1NNgsWDceRcjO/fl14MnAIhOLuD53UX4FxnkFGew78wGThQfIrzZ1fRs8Qi1r/5zutuF5Ofnc+LECU6cOEFeXh4WiwWLxYLZbC75/fm+v7xtJizeQVg8a5ZsuxAn3yT86y3Hw+sMANnZ/sQdbkdGRjAOBXm4nknAOSMFf4ds/F3yCAh1wr/1APxb9ycgLBxP/4BKUyIuxTcHvykpQfc0vqdSlSCwLnNd18OVuh4h3BlunQax78xJntjwJocKXCh2aYjFrT6nHTxY7N6Yxe6NIXAg7o1MtPR2p727ifbO+bTlDL4FqRi56bzu3IRp6dYydV9YDWY0DC91UVip/CyGhVmbZ/Hxvo8B+DHuR6Z0nkK7kHY2TiYi5WXrKV0/SMRWKsWI0Lx585g9ezaJiYk0bdqUV155ha5du17Sfc+2vtkP/MDVnaL4siibZcdSCfFx4/thnQn2+XNKUOGxYxy5627S8nLY1Oca5ve6mTNuHjibDZ44UMCd8UXkFJ0h0e0ors0DqN3y4tPdLBYLqampHD9+nISEBI4fP05ycvK//pmUFTe3HKLqbqNmzaMAFBe5kHCsJckn6+Pn7k69ID+iMtZS49Ry/FzycXT1hG4jocNj4Fw1p1N9e/BbJq6biIHBPY3vYXS70ZWqBF1IobmQmZtm8sWBLzBwpmmtm2hXdxA7s81sycwhraj0uWQmoJGnG2GuzqxIsy7WMbx2MGOiQqrMMYtVkaWI8WvHszhuMWBdcj0lLwUTJu5pcg9PtHoCN6eq+ZoUkfPLL84n+tNoii3F/HTzT0T4XPhyCiJycVVqatznn3/Ovffey7x58+jcuTNvvfUW//vf/9i7dy+RkeeuvPV3Zw/2wI54Pj6ayfvrjuLu7MiXg6NpVsu6KlZmSjJx69aw773/ccrRxJoOfVnbuhuGg4nIHAvTd+RRNz8PrnYjtF8L3H28//H5zo72/LX45OefuyKcn58f4eHh+Pr64uDgUOrL0dHxotsuZZ8L3c8wCjl+/B2Oxb+FxZIPOFCr1t3UqzscZ2d/64n1a1+Fta/9cZK/ybqUcq/x4P3vrtdjS38tQXdfdTdj24+tkoXgu0PfMXXDVArMBYR7hfNyz5dp5N+IQ7kFbMrIYVNGDpszcojLKyh1v0n1whgcGWSj1HKl8orzeHrV0/x24jecTE5M6TKFnhE9mb15Nl8f/BqAKN8oZnSZQdOaTW2cVkTKyuakzfz3l/8S5BHEsv9bViX/vxKpbKpUEerQoQOtW7dm/vz5JdsaN27MwIEDmTFjxjn7FxQUUFDw55u/zMxMIiIieHvZLqYtPQbAG7c14SqSObYzlqM7t5N+8jgAud6BLL3mXg4EWS9WdsOJIkYnmgnrHYVHiyBMjqX/AbrU0R4nJyfCwsIIDw8nIiKC8PBwvL3/uUyVJ8MwOH36Vw4emkZ+vnXKn59fexo2mIC35Y8T6o+thf0/Q7Z1uWxqd4Zrp0NYS5tkLivfHfqOCWsnYGBw11V38Uz7Z6r0fyr7UvcxYtUITmSfwNXRlYnRE7mh3g2l9jldWMTmjBy2ZebSyseD6wL9bBNWrlhGQQaPr3ic7cnbcXN048UeL9ItvFvJ7auPr2bSukmczjuNo8mRh5s/zCPNH8HZofJfoFlELmz+jvnMi51H/6j+zOo2y9ZxRKqFKlOECgsL8fDw4Msvv+Tmm28u2f7kk08SGxtLTEzMOfeZNGkSkydPPmd72yFvUNucQie3VEzJR0stR+3q4EZew34s6NSaTBcHPIsNxh23cGerCNybB2L64xyis6M9Z0vPxUZ7zpaekJAQHG28OhpAdvYBDhycQnr6OgBcnWvSwKk7QYlnMMWvhzPxpe/gFwl9p0LjG6v8BTW/P/Q949eOx8DgjkZ3MK7DuCpdgs7KKMhg7G9jWXNiDQB3NLqDMe3G4OyoN8HVwenc0zy67FEOph/E28WbN3q/QaugVufsdyb/DNM3Tufno9YVpRoHNGZal2k08G9Q0ZFFpAw99OtDbEzcyPiO47m90e22jiNSLVSZInTy5Elq1arF2rVr6dSpU8n26dOn88EHH7B///5z7vNPI0JTb+6Lm/Ofbw79gkOJatKGGkedePuqpnxd27qyWdMcg9drhdCoeTCpaZc+2nO29NhytOefFBVlEBf3CidOLMTAgoNhIjLRoE5cCo5/XUPB5Aihza0jQJHRUL9PlT0P6K9+OPwDz615rtqVoLMshoU3d7zJ/B3WUdPmgc15qftLBHtW3SmMAgmZCTy89GFOZJ+gpntN3uzzJo0CGl3wPkuOLmHqhqlkFGTg7ODM460e574m9+HoYPsPYkTk8hSZi+j0aSfyzfl8d9N31POrZ+tIItVClVs17u9vWg3D+Mc3sq6urri6nrvMcLGjK3Xbtqduy9ZE1L0ah/1F7Nh2giGdPDjsbX2TcKdhcL1nBlv37OH7X6rWaM85igsxTmzl5NF3OFz4G0WO1msbBaYU0CAuB/d8Czi6Qu221tJTuxNEtLdeb6YaWXR4UUkJur3h7Tzb4dlqVYIAHEwODGk5hGY1mzH2t7HsPL2T23+8nTnd52g1sSpqf9p+Hl36KKn5qYR7hfN237eJ8L74SdL96vSjTVAbJq2fxOrjq3lp60usSljF1M5TdZK1SBWzJ3UP+eZ8/F39qetb19ZxROySTYtQzZo1cXR0JCkpqdT25ORkgoMv79Pu/7z4NlF+/mTFHCfzvWN8HGpmXkdvihwd8CwsoMfvW/BLP82av9ynKoz2lCjMgeOb4dg6OLaOMxnbOFDHmSxvJ3AEj5xiGh2zEODbHjp1so76hLWqFiM+/+THuB95bq21BN3W8DbGdRyHg6n6XjOnW3g3Pr/uc0asGsH+9P08/OvDjGgzgvua3Fftyl91tvXUVh5f/jhZRVk08m/Em9e8SU33mpd8/0CPQF7v9TrfHvqWmZtmsi15G7cuupWRbUdyW8Pb9HdBpIo4u2x26+DWet2K2IhNi5CLiwtt2rRh6dKlpc4RWrp0KTfddNNlPVbSklj2JiRzzCmHz5vX4VCg9Xo/EWmn6Pn7NjyKCvDz8yspPREREQQHB1fO0R6AvHSI32Bd2ODYekiMBUsxBS4OHIryIOlq61Q/J4sjUa7dCG/9KA4DWoFjpRjkK3eL4xYzbs04LIaFWxvcynMdn6vWJeisCJ8IPhrwEVPWT2FR3CLmbJnDjtM7mNJ5ii68WQWsSljFyJiRFJgLaB3Umrm95+LjcuFh+/MxmUzc0uAWOoR2YPza8WxO2syUDVNYEb+CyZ0ma9qkSBVwtgi1DW5r4yQi9svmq8adXT77zTffJDo6mrfffpsFCxawZ88eateufdH7n50HOHbsWNICQ1neuC3Zbh44WCz0ObyL/9QJJdLGK7ldksxEiF/3x6pu6yB5L/DnH43FBPH1QjgaamA2mQETYaG3Ua/e07i4XPqnydXBT3E/8cyaZ0pK0IToCXZRgv7KMAw+3/85MzfPpNhSTJRvFNM6T6NZzWb6ZLGS+uHwD0xYOwGzYaZ7eHdmd5+Nu5P7v35ci2Hhk32f8Mq2VygwF+Dt4s0z7Z/h+rrX6++CSCVltpjp8lkXsouy+eL6L2hco7GtI4lUG1VmsYSz5s2bx6xZs0hMTKRZs2a8/PLLdOvW7eJ35M+DvXHeB2xqdDWGyURIajLT1vxC/5nTcTjP+UQ2ZxiQfuTP0hO/DtLizt2vRgOM2h1JDa3JgcLl5BWcBMDXpxUNG07Ex+fqCg5uez8f+Zmxv43FYli4pcEtTIyeaHcl6K9ik2N5etXTJOdZF/oI8Qyhe3h3ekT0oF1IO1wdK+Hffzv04Z4Pmb1lNgA31ruRSZ0mlfny13EZcYz7bRy7U3cD0CeyD+OjxxPgFlCmzyMi/96+1H3c/uPteDl7sebONVrwRKQMVbki9G+cPdjARb/h4OnFNRt/Y9SGlTR9/10c/fxsHc/KYoHTv1unucX/UX6yEv+2kwlCmlnP7andCSKjyTFlc/DQVFJTrcuIu7gEUb/+GEKCb7LLT3qXHFnCmN/GYDEs3Fz/ZiZ1mmTXJeislLwUZm6ayaqEVeSb/1wAxN3JnejQaHpE9KBreNfLOg9FyoZhGMzdPpcFuxYAcG+TexnZdmS5/b0tthTzzq53eHPHmxQbxQS4BTAxeiK9InuVy/OJyJVZuHchMzfPpGutrszrM8/WcUSqFbssQpHfLOepbz+l/5HfifrsM5xr1bJtsKI82L4QDq+wlp+89NK3OzhDrdZ/lJ4/VnRz9wOguDiLI0dfJyHhfQyjGJPJmciI/1KnzhCcnLwq/lgqgV+O/sKY1WMwG2ZuqncTz3d+XiXob/KL89mUtIlVCauISYgpGSUCMGHi6ppX0z2iO93Du9PQv6FdlumKZLaYmbpxKl8d+AqAJ1s/yYPNHqyQn/u+1H08u+ZZDp05BFhHoca2H4u3SyWeHixiR4avHM7y+OUMbz2cB69+0NZxRKoVuyxC33bsQuOCXGov/Ai3Jk1sF8hcZC1AMTNLj/o4e1jLTmQna/mp1QZcPErd1TAsJCV9y6HDsygsTAGgRo2eNGwwDg+PqIo8ikrlryXoxno38nyn5zWN4CIMw2Bf2j5iEmJYdXwVe1P3lro91DOU7uHd6R7RnfYh7XFxdLFR0uqp0FzI2N/GsvTYUkyYGB89ntsa3lbhGV6PfZ33d7+PgUGIZwhTOk+hY2jHCs0hIqUZhkG3z7txpuAMH/X/iJZBLW0dSaRascsitKnRVTResACvrl1sE8Rigb3fwoppkHbYus03Ato9CHW6QmgLcPzncwIyM3ey/8BkMjNjAXB3r0PDBs9Rs2bPCghfeS09tpRRMaNUgv6l5NxkYo7HsDphNRsSN5wzha5TWCe6h3enW3g3arjXsGHSqi+nKIcnVz7JxsSNODs480LXF+hbp6/N8mxP3s64NeNIyEoA4K6r7mJEmxFlslCDiFy+w2cOM/D7gbg5urHurnU4X+C9gYhcPrssQsc+/IjIe++p+ACGAYeWw/LJkLTTus2jJnQbBW0fAKcLn6xeUJjC4cOzSUy0Tp9xdPQkqs4wIiIG4eBg35/SLzu2jFExoyg2irmh7g1M6TxFJagM5BXnsSlxE6uOr2J1wupzp9AFXk2P8B50j+hOA78GmkJ3GdLz0xmybAi7U3fj7uTOqz1fJTos2taxyC3K5aWtL/H5/s8BqO1Tm6mdp+qTaBEb+GL/F0zZMIUOoR34X9//2TqOSLVjl0XoUg62zCVsgmWT4dgfl2l18YZOj0P0EHC98Fx8i6WQ48c/Iu7Ia5jN2QCEhNxM/XqjcXUNKu/kld7yY8sZGTOSYqOY6+tez9TOU1WCyoFhGOxN22udQpewin1p+0rdHuYZRrfwbiWr0GkK3T9LyknikaWPcCTjCH6ufszrPY+rAyvXyo7rTqxj/LrxJOcm42By4IGmDzCk5RD9uYpUoNGrR/PzkZ8Z0nIIj7V4zNZxRKodFaHydmovrJgC+3+yfu/oCu0fhi5PgefFpxWlpq7mwMGp5OZap9B5e19No4YT8fVtVZ6pq4zl8csZucpaggZEDWB6l+kqQRXkVM4p6xS649YpdAXmgpLbPJw8rFPoIqxT6LQs85/iMuJ4dOmjJOUkEewRzNvXvE1dv7q2jnVemYWZvLDxBRbFLQKgoX9DpneZTqOARjZOJlL9GYZBn6/6kJybzLvXvku7kHa2jiRS7agIlZf0o7ByBuz8HDDA5AAt/wM9xoJv+EXvnpt7jIOHppOSsgwAZ+cA6tcbTWjorZi0AhpgPSdodMxoio1i+kf1Z3qX6Tg5ONk6ll3KK85jY+JGViWsYvXx1ZzOO11ymwkTzQOb0yOiB93Du1Pfr77dTqHbnbKbx5Y9xpmCM9TxqcPb17xNqFeorWNd1LJjy5iyYQpp+Wk4OTgxpMUQHmj2gF5vIuUoITOBAd8OwMnBifV3rcfNyc3WkUSqHRWhspadDKtnw5b3wFJk3dbkJuj5HAQ2vOjdi4tzOHZsPsfi38EwCjGZnAgPv4+oOo/j7FzB0/kqKcMw+GjvR8zZMgcDg/51+jO9q0pQZWExLOxL3ceq49aluf8+ha6WVy3rFLrwHrQNaWs3U602JG7gyRVPklucS9MaTZnXZ16VGilLzUvl+fXPsyJhBQDNA5szrfM06vjWsW0wkWrq24PfMmHdBFoFteLD/h/aOo5ItWSXRSgl5Sg+Pn5/jKyY/vj17O9NgMNfbrvET67zM2Dta7BhPhTlWLfV7Qm9J1ivAXQRhmFw6tQiDh16gYLCUwAE+HehYcPxeHrWv4KjrZ6KLcXM3DSTz/Z/BsDtDW/nmQ7PqARVYkk5Saw+vppVCavYmLiRQkthyW0eTh50rtWZ7uHd6RretUoVg8ux9NhSxqweQ5GliA4hHXi116t4OnvaOtZlMwyDRXGLmLFxBtlF2bg5ujG8zXDuuuouXatLpIw9t+Y5vj/8PQ9d/RBPtn7S1nFEqiW7LELf/1AHT89L/U/7YkXJAYoLMRXlgWFgAnBwxuTqA05uJfc1YQLTn49VuoSZMJtzyMuLB8DNLYKGDcZRs2Yfu51CdD65RbmMWj2K1cdXY8LE022f5r4m9+lnVIXkFuWyMXEjMcdjiDkeQ0peSsltJky0CGxB3zp96VenH4EegTZMWna+OvAVUzZMwWJY6BPZh5ndZlb5UbCknCTGrx3PhsQNAHQI6cDznZ8nzCvMxslEqo/+X/fnePZx3uzzJp1rdbZ1HJFqSUWoEnFwcKdOnceIjHgIR8cLL6Vtb07lnGLYimH8nvY7ro6uzOg6g2tqX2PrWPIvWAwLe1P3siphFTHHY/g97feS2xxMDrQPac+AqAH0qd0Hb5cLr6xYGRmGwTu73+HVba8CcGuDWxnfcXy1WczDYlj4Yv8XvLT1JfKK8/B09mRMuzEMrD9QH06I/EtJOUlc89U1OJgcWHfXuio5gixSFdhlETpzJg1vby/AgvWQzverxforgGHBwGL91WKGg7/AutcxMo6BCQzvUIz2D0PDfuDg8Od9DQtg/PkrFjCs3xdbConLiGNv6h72pe7hWMZRXD3qM6HLHOr7ayrcX+1P28+Q5UNIzk0mwC2Aub3m0jywua1jSRlLykliRfwKfjryEztO7yjZ7uLgQveI7lwXdR1dw7tWidEUi2FhzpY5fLT3IwAeuvohnmj1RLUsCMcyj/HcmueIPR0LQI+IHkyMnkhN95q2DSZShf0U9xNjfhtD0xpN+ez6z2wdR6TasssidEWLJRgGHF5uvRZQqYuhjoS2/73oxVANw+BIxhHWJ65n/cn1bE7aTG5x7jn7uTm68WyHZ/Wp6h/WnFjD06ueJrc4lyjfKOb1nke498VX3ZOqLSErgZ+P/MziuMXEZcSVbPd29uaaOtdwXdR1tAluUylHV4osRUxaN4kfDv8AwMi2I7m/6f02TlW+zBYz7+95nzdi36DIUoSfqx/jO46nb52+to4mUiVNWT+FLw58wX1N7mNUu1G2jiNSbakIXYqEzbB8Mhz9zfr9JV4MNSUvhY2JG1l/cj3rE9eTnJtc6nZ/V386hnakY1hHmtRowktbXmJ94noArq97PeM7jsfD2eOyj7O6+GL/F0zfOB2zYaZ9SHte6vESvq6+to4lFcgwDPan72dx3GJ+OvJTqddQkEcQ/ev057q613FVwFWV4oOD/OJ8RsWMYtXxVTiaHHm+8/PcWO9GW8eqMAfSD/Dsb8+yP30/AAOiBvBsh2f1uhW5TDd9dxNxGXG82vNVekX2snUckWpLRehCTu2FFVNh/2Lr9xe5GGpecR7bTm0rKT4H0g+Uut3FwYXWwa2JDosmOjSaRgGNSq20ZDEsvLv7XV7f/jpmw0wdnzrM6T7H7i5eaDEsvLz1Zd7f8z4AN9a7kUnRk3B2dLZtMLEpi2Fh66mtLI5bzK/HfiWrMKvktijfKK6Luo4BUQOI8ImwSb6swiyGLR/GtuRtuDq6Mqf7HHpE9LBJFlsqMhcxf8d83tn9DhbDgp+rHw9f/TB3XnVnlZjWKGJrqXmp9PiiBwC/3fEbfm5+Ns0jUp2pCJ1P+jFYNQN2fMaFLoZqtpj5Pe131ieuZ8PJDWxL3kbR2WsH/aFxQGM6hnUkOjSaVkGtLumCaNtObWPU6lEk5ybj4uDCmPZjuK3hbZXiE+/yll+cz7NrnmXpsaUADG05lEebP2oXxy6XrtBcyG8nfuOnuJ+IOR5Dgbmg5Lbmgc0ZEDWAfnX6UcP93A8sykNKXgqDlw5mf/p+vJy9mNtrLm1D2lbIc1dWO0/vZMLaCRzOOAxAmGcYw1oNY0DUgEo5pVGkslh2bBkjVo2ggX8DvrnxG1vHEanWVIT+KjsZVs+BLe/+48VQj2cdZ0PiBtafXM/GpI1kFGSUeogQzxCiQ6OJDoumQ2iHK74uSnp+Os+tfY7Vx1cDcG2da5kYPbFKrp51qVLzUnlixRPsTNmJs4Mzz3d+nuvrXm/rWFLJZRdmszx+OYvjFrMxaSMWwwKAo8mRjqEdua7udfSK7FVuqy4dzzrOI0sfISErgQC3AN665i2uCriqXJ6rqim2FPP9oe+ZFzuP5DzrtMaG/g15svWTdK3VVR9wiJzHzE0zWbhvIXc2upNxHcfZOo5ItaYiBNaLoa6bC+vnnXMx1MzA+mxK3FQy3S0hK6HUY3o5e9EupB3RYdF0DO1IHZ86Zfafu8Ww8NHej3hl6ysUG8WEe4Uzp/scmtZsWiaPX5nEnYljyPIhnMg+gY+LD6/2fNXuP1GXy5eSl8KSI0tYHLeY3am7S7a7ObrRI6IH19W9js5hnctsmuWB9AMMXjqY03mnqeVVi7eveZtIn8gyeezqJK84j0/2fcI7u94hq8g6pbFtcFtGtBmhFSBF/ub2RbezL20fs7vPpl+dfraOI1Kt2XcRKsqDTQtgzUuQlw5AUa3WxLb5D+uxXvhxd+rukk+Ywfopc/PA5iWjPs1qNsPJwalcc+88vZNRMaM4mXMSJwcnRrYdyd1X3V1tPk3dlLiJ4auGk1WYRbhXOPP6zCPKN8rWsaSKO5Z5jJ/ifmLxkcUcyzxWst3X1Ze+tftyXd3raBXUqtR5epcjNjmWIcuHkFWYRX2/+rx1zVsEeQSVVfxqKaMgg3d2vcPH+z6m0FIIQJ/IPjzR+gm95kWwnmvY+dPOGBisuG1FtbmwtEhlZZ9FKC0Vn7gfYNVMjKyTHHJ2ZkPNSNYH12VLTjx5xXml7hflG1VSfNoGt8XLxavCs2cUZDBx3USWxy8HoFdEL57v/HyVX43p+0PfM2n9JIotxbQMbMmrvV694umEIudjGAZ7U/ey+MhilhxZwum80yW3hXqG0j+qPwOiBlzWoiSrj6/m6VVPk2/Op2VgS17v/XqVfy1WpKScJN6IfYMfDv+AxbDgaHLk5gY381iLx1Qmxa6tPr6aocuHUtunNj/e/KOt44hUe3ZZhA7Pas4eUzLr3dzZ4OnBaYfSIysBbgF0CO1QUn5CPENslLg0wzD49PdPmbNlDkWWIkI9Q5ndfTYtAlvYOtplMwyDeTvm8eaONwHrOVDTukzD1fHC12MS+TfMFjObT21mcdxilh1bRnZRdslt9f3qc11d68pzYV5h//gYi+MW89ya5yg2iulSqwsvdn/Rrpe5/zcOpR/i1e2vsiphFWCdwnhPk3t4oNkD+Lhc5rXeRKqBl7a+xHu73+OWBrcwudNkW8cRqfbssgg1nt8YR/c/Vy1ydXSlTXAbokOj6RjWkYb+Da94ukxF2JO6h1Exo0jISsDJ5MQTrZ/g/qb3V+rMf1VoLmTiuon8GGf9tOuhqx/i8VaPV5n8Uj3kF+fz24nfWBy3mNXHV5da8bF1UGsGRA2gb52++Lv5l2z/eN/HvLDpBcB6jZypXabi7KBl3f+tbae28fLWl4k9HQtYpy+eXXJbH46IPfnPT/9h5+mdTOsyza6uQSZiK3ZZhJrMb0zTsCZE1+pMdJh1Weuq9p9tdmE2k9dPZsnRJQB0rdWVaV2mlXrTVhllFGTw5Mon2XpqK44mR8Z3HM+tDW+1dSyxc5mFmSw7toyf4n5iU9ImDKz/1DmZnOhUqxPXRV1HXEYcb+18C4C7rrqLse3HqryXIcMwWJWwile3vVqy5HaIZwjDWg7j+rrX28WS20k5SSyPX05CVgIPNntQ54fYmdyiXDp/2plio5hfbv3lgiPTIlI27LIIHT11lNpBtW0d518zDIOvDn7FzE0zKTAXEOQRxKxus2gT3MbW0c4rITOBIcuHcDTzKF7OXrzY40U6hXWydSyRUk7lnGLJUevKc/vS9p1z+5CWQxjcfHC1Wayksim2FLPo8CLeiH2DU7mnAOu0xeGth9MtvFu1+7nHnYljefxylscvZ0/qnpLttbxqMb/PfC0iYUc2JG7g4V8fJtQzlF//71dbxxGxC3ZZhC7lYKuS/Wn7GRkzkqOZR3EwOTC05VAebPZgpfoENTY5lidWPEF6QTohniHM6z2PBv4NbB1L5ILiMuKsK8/FLSYpJ4nR7Udz11V32TqWXcgvzufT3z9lwa4FZBVal9xuHdSaEW1G0DKopW3D/QuGYbAndQ/L45ez7NgyjmYeLbnNhIlWQa04nXeahKwEfF19eb3X61X6eOXSvRH7Bm/ueJPr617PjK4zbB1HxC6oCFUTuUW5TN0wlUVxiwDoGNqRGV1nUNO9po2TwZKjSxj32zgKLYU0qdGE13u9rikfUqUYhkG+OR93J3dbR7E7GQUZvLv7XT7e9zEF5gLAumrmk62fpK5fXRunuzTFlmK2ndrGsvhlrIhfUTLSBeDk4ETH0I70juxNj4ge1HSvSVp+GsOWD2NXyi5cHV2Z1W0WvSJ72fAIpCI8sOQBtpzawsToifxfw/+zdRwRu6AiVM18d+g7pm+cTl5xHjXcavBCtxfoGNrRJlkMw+Dd3e/yyrZXAOgR0YOZXWdqhS0RuWxJOUnM3zGf7w59h8Ww4GByYGD9gTzW4rFKs7LnX+UX57P+5HqWxy8n5ngMZwrOlNzm7uRO11pd6R3Zm67hXfF28T7n/rlFuYxePZqY4zE4mBwY12Ectze6vQKPQCpSobmQ6E+iKbQU8sPAHzQlUqSCqAhVQ4fPHGZkzEgOnTmECROPtniUwc0HV+hUuSJLEdM2TOPrg18DcE/jexjZdmSlmq4nIlVP3Jk4Xt32KisSVgDWVT//0/g//LfZf21+LaeswixWH1/N8vjlrDmxptQ16fxc/egR0YM+kX3oGNbxkhboKbYUM3XD1JJ/Rx9p/gjDWg6rdudJiXXlxPuX3E8NtxqsvH2l/oxFKoiKUDWVV5zHzE0zS/4DbRvclpndZlbIxQqzCrMYGTOSdSfX4WByYHS70fyn8X/K/XlFxH7EJsfy8taX2Za8DQAfFx8euvoh7rrqLtyc3CosR0peCisTVrI8fjkbEzdSbCkuuS3EM4ReEb3oU7sPrYJa4eTgdNmPbxgGb+54k3k75gEwsP5AJkRP0LLt1cyCnQt4bftr9K3dlxd7vGjrOCJ2Q0Womlsct5jn1z9PbnEu/q7+TO86nS61upTb8yVmJzJk+RAOnTmEu5M7s7rNokdEj3J7PhGxX4ZhsPr4al7Z9gqHzhwCINgjmKEth3JjvRvLbQT6eNbxkpXeYpNjS5ZbB4jyjaJPZB96R/amSY0mZfbJ/tcHvmbKhimYDbMu5FsNDV46mLUn1/JM+2e4u/Hdto4jYjdUhOzA0YyjjFo9it/Tfgfgv83+y7BWw8r8E8U9qXsYtnwYKXkpBLoH8nrv12lSo0mZPoeIyN+ZLWZ+jPuR12NfJyknCYB6vvV4svWT9Ijo8a/LiGEYHEg/wIr4FSyPX87+9P2lbm9Woxm9a/emV2Qv6vqW3wIOMQkxjIwZSb45n6Y1mvJG7zeo4V6j3J5PKkaxpZjOn3YmtziXr274ikYBjWwdScRuqAjZiQJzAbM3z+bz/Z8D0DKwJbO6zSLUK7RMHn9VwipGrx5NXnEeDfwb8EavN8rssUVELkWBuYDPfv+MBbsWkFGQAUCroFaMaDOCVkGtLuuxLIaFnad3loz8JGQllNzmaHKkTXAbekX2ondk7wpdrGHn6Z0MWz6M9IJ0IrwjeLPPm0T6RFbY80vZ25OyhzsX34m3izdr7lyjCzWLVCAVITvz69FfmbhuItlF2fi4+DC181R6Rvb8V4/58b6PmbV5FhbDQqewTrzY/UW8XLzKKLGIyOXJLMzkvd3vsXDvQvLN+YB11conWz1Jff/6/3i/InMRm5M2szx+OSsTVnI673TJbS4OLnQK60SvyF70iOiBv5t/uR/HPzmacZTBywZzIvsEAW4BvN7rda4OvNpmeeTf+WDPB8zZMoce4T2Y23uureOI2BUVITuUkJXA6JjR7E7dDcC9Te5lROsRODte3lQ5s8XM7C2z+XjfxwDc2uBWxnUcp5N4RaRSSM5NZv6O+Xx78FvMhhkHkwM31ruRoS2Hlozi5Bblsu7kOusy1wkxZBVlldzfy9mLruFd6RPZhy61ulSqc3JS8lIYsmwI+9L24e7kzpzuc+gW3s3WseQKPL7icVYlrOLpNk8zqNkgW8cRsSsqQnaqyFzEy9te5qO9HwHWOe6zu88m3Dv8ku6fW5TLmN/GsCphFQAj2ozggaYPaMlPEal0jmQcYe72uSw9thSwju7c0uAWTuWeYv3J9SWjRgABbgH0jOhJn9p9aB/SHhdHF1vFvqicohyeXvU0a0+uxdHkyMToidzc4GZbx5LLYDEsdP2sK5mFmXwy4BON7IlUMBUhO7cyfiXPrX2OzMJMvJ29mdRpEn3r9L3gfU7nnmbYimHsTd2Li4ML07tO59o611ZQYhGRK7Pj9A5e2foKW05tKbW9llctekf2pndkb1oEtqhS1zsrshQxad0kfjj8AwBDWw7l0eaP6kOpKuJA+gFu/eFW3J3cWXfXuitaYl1ErpyKkJCYncjo1aOJPR0LwB2N7mBUu1HnveDfwfSDDF0+lMScRPxd/Xmt12u0DGpZsYFFRK6QYRisObGGRXGLqO1Tm96RvWnk36hKFwfDMJi7fS4Ldi0A4P8a/h/jOozTm+oq4NPfP2X6xul0CuvEW9e8Zes4InbncrqB/kWtpkK9Qnm337u8sf0N3tn9Dp/v/5wdp3cwp/scavvULtlv3Yl1PB3zNNlF2dTxqcO83vOI8ImwYXIRkctjMpnoGt6VruFdbR2lzJhMJp5o/QRBHkFM3zidrw58RUpuCrO6z8Ldyd3W8eQCtp7aCkCb4DY2TiIiF6P1HKsxZwdnhrcZzvw+8/F39ef3tN+5fdHt/BT3E2C9mN+Q5UPILsqmbXBbFg5YqBIkIlKJ3HnVnbzc42VcHV1ZdXwVD/36EOn56baOJf/AMAy2JFmnaaoIiVR+mhpnJ5JzkxmzekzJPPqWgS1Lps3dUPcGJnWaVKlPIBYRsWfbk7czbPkwMgszqeNTh/l95l/yQjhScY5mHOWG727AxcGFdXevO+90dBEpX5fTDTQiZCeCPIJY0HcBg1sMxoSppAQNaTGEaV2mqQSJiFRirYJa8VH/jwj1DOVo5lHu/fle9qXus3Us+Zuz0+KuDrxaJUikClARsiNODk4MbTmUt/u+TeewzszsOpPHWj5WpU8oFhGxF3X96rJwwEIa+jckJS+FQUsGse7kOlvHkr84W4TaBre1cRIRuRQqQnaoY2hH3rzmTQbUHWDrKCIichmCPIJ4v9/7tA9pT25xLkOXDWXR4UW2jiV/0EIJIlWLipCIiEgV4u3izfw+8+kf1Z9io5hn1zzLO7veoYqf8lvlncw+ycmckziZnGgR2MLWcUTkEqgIiYiIVDEuji680PUFBjUdBMAr215hxqYZmC1m2wazY2dHg5rUaIKHs4eN04jIpVAREhERqYIcTA483fZpRrcbjQkTn/7+KaNWj6LAXGDraHZJ0+JEqh4VIRERkSrs3ib3Mqv7LJwdnFl6bCmP/PoIGQUZto5ld1SERKoeFSEREZEqrl+dfrx1zVt4O3uzLXkb9/98P4nZibaOZTdS8lI4mnkUEyZaBbeydRwRuUQqQiIiItVAu5B2vN//fYI8gjiccZh7frqH/Wn7bR3LLpwdDWoU0AgfF13cXaSqUBESERGpJhr6N+TjAR9Tz7ceyXnJDFoyiE2Jm2wdq9rTtDiRqklFSEREpBoJ8Qzhg/4f0DqoNdlF2QxeNpglR5bYOla1piIkUjWpCImIiFQzvq6+vN33ba6pfQ1FliJGrR7Fh3s+tHWsaimjIIOD6QcBaB3U2sZpRORyqAiJiIhUQ66OrszuNpu7r7obgNlbZjN782wshsXGyaqXbae2YWAQ5RtFDfcato4jIpdBRUhERKSacnRwZGz7sTzV5ikAPtz7IWNXj6XQXGjjZNWHpsWJVF0qQiIiItWYyWTigWYPML3LdJxMTvx89GceW/YYWYVZto5WLZwtQm2D29o4iYhcLhUhERERO3BDvRt4o88beDh5sClpE/cvuZ9TOadsHatKyynKYV/aPkAjQiJVkYqQiIiInegU1on3+71PTfeaHEw/yD0/38PhM4dtHavK2pG8A7NhppZXLUI8Q2wdR0Quk4qQiIiIHWlcozEf9f+IOj51SMpJ4r6f72PX6V22jlUlbTm1BdBokEhVpSIkIiJiZ8K9w/mw/4c0D2xOZmEmDy99uORcF7l0Oj9IpGpTERIREbFD/m7+LLhmAe1C2pFTlMPgpYNZf3K9rWNVGfnF+exKsY6kaURIpGpSERIREbFTHs4ezOs9j861OpNvzmfY8mHEJMTYOlaVsCtlF0WWIoLcg4jwjrB1HBG5AipCIiIidszNyY3Xer5G78jeFFoKGb5yOL8c/cXWsSq9v14/yGQy2TiNiFwJFSERERE75+Lowuzus+kf1Z9io5jRq0ez6PAiW8eq1HQhVZGqT0VIREREcHZwZkaXGdzS4BYshoVxa8bx5YEvbR2rUiqyFLHj9A5ARUikKlMREhEREQAcHRyZGD2Ru6+6GwOD59c/z0d7P7J1rEpnb+pe8orz8HP1o65fXVvHEZErpCIkIiIiJRxMDoxtP5YHmj0AwKzNs3h759s2TlW5nJ0W1zqoNQ4mvZUSqar06hUREZFSTCYTI1qPYEjLIQDM3T6X17a9hmEYNk5WOej8IJHqQUVIREREzmEymXisxWM83eZpABbsWsCszbPsvgyZLWa2n9oOQNsQXUhVpCpTERIREZF/NKjZIMZ1GAfAwn0LeX7D81gMi41T2c7BMwfJKsrC09mTRv6NbB1HRP4FFSERERG5oDuvupPnOz2Pg8mBrw58xXNrnqPYUmzrWBVud8punvntGQBaBbXC0cHRxolE5N9wsnUAERERqfxubnAzbk5uPPPbMyyKW0S+OZ+ZXWfi7Ohs62jlLr84n3k75vHBng+wGBYC3AIY0mKIrWOJyL+kIiQiIiKXpH9Uf1wcXRgVM4qlx5ZSYC7gpR4v4eroauto5WZ78nYmrJ3A0cyjAFxX9zrGtBuDv5u/bYOJyL+mqXEiIiJyyXpH9mZur7m4Orqy+vhqhi0fRm5Rrq1jlbncolxe2PQC9/98P0czjxLoHshrPV/jha4vqASJVBMqQiIiInJZOtfqzPw+83F3cmdD4gYeW/YY2YXZto5VZjYmbuSWH27h430fY2Bwc/2b+W7gd/SM7GnraCJShlSERERE5LK1C2nHgr4L8Hb2ZlvyNh7+9WEyCjJsHetfyS7M5vn1z/PQrw9xIvsEoZ6hvNXnLZ7v/Dw+Lj62jiciZUxFSERERK5Ii8AW/O/a/+Hn6sfu1N3895f/kpqXautYV+S3478x8PuBfHngSwDuaHQH3970LZ1qdbJxMhEpLypCIiIicsWa1GjCe9e+Rw23GhxIP8ADvzzAqZxTto51yTIKMhi3ZhxDlg/hVO4pIrwjePfad3mu43N4OnvaOp6IlCMVIREREflX6vvX5/1+7xPsEcyRjCMMWjKIE9knbB3ropbHL2fg9wP54fAPmDBxX5P7+PrGr2kX0s7W0USkAqgIiYiIyL9Wx7cOH/T/gHCvcI5nH2fQkkEcyzxm61jnlZafxqiYUQxfOZyUvBSifKP4sP+HjGo3Cncnd1vHE5EKoiIkIiIiZaKWVy3e7/c+Ub5RJOUkMWjJIA6lH7J1rBKGYfDzkZ8Z+N1AlhxdgqPJkYevfpgvb/iSlkEtbR1PRCqYipCIiIiUmWDPYN679j0a+jckJS+FB355gH2p+2wdi9O5p3ly5ZOMXj2a9IJ0Gvo35JPrPuGJ1k9U6wvCisg/UxESERGRMlXDvQbvXvsuTWs05UzBGR785UF2nN5hkyyGYfDdoe+46fubWJmwEicHJ4a0HMJn131GkxpNbJJJRCoHFSEREREpc76uvizou4BWQa3IKsrikV8fYXPS5grNkJidyGPLHmP82vFkFWbRtEZTPr/+cx5r8RjOjs4VmkVEKh8VIRERESkX3i7evNnnTTqEdiC3OJfHlj3G2hNry/15LYaFL/Z/wcDvB7L25FpcHFwY0WYECwcspKF/w3J/fhGpGlSEREREpNx4OHvwRu836BbejQJzAY+veJwV8SvK7fkSshJ4+NeHmbJhCrnFubQMbMlXN37Ff5v9FycHp3J7XhGpelSEREREpFy5OrrySo9XuKb2NRRZinhq1VMsObKkTJ/DbDGzcO9Cbv3hVjYlbcLdyZ2x7ceWrGInIvJ3KkIiIiJS7pwdnZnVbRY31L0Bs2FmzG9j+O7Qd2Xy2HEZcQxaMoiZm2eSV5xH+5D2fH3j1/yn8X9wdHAsk+cQkepHY8QiIiJSIZwcnJjaZSquTq58deArxq8dT35xPndedecVPV6xpZgP9nzAvNh5FFoK8XT25Kk2T/F/Df8PB5M+6xWRC1MREhERkQrjYHJgQscJuDm6sXDfQqZtnEZ+cT6Dmg26rMc5kH6A8WvHszd1LwCda3VmYseJhHqFlkNqEamOVIRERESkQplMJka3G427kzsLdi3gxa0vkmfOY3DzwZhMpgvet8hcxP92/Y+3d71NsaUYbxdvxrQbw431brzofUVE/kpFSERERCqcyWTiidZP4Obkxtztc5kXO4/84nyGtx7+j4VmT+oeJqydwIH0AwD0jOjJ+I7jCfQIrMjoIlJNlOsE2mnTptGpUyc8PDzw8/M77z7x8fHccMMNeHp6UrNmTZ544gkKCwvLM5aIiIhUEo80f4TR7UYD8O7ud3lh0wtYDEupfQrMBby67VX+s/g/HEg/gL+rP7O7zebVnq+qBInIFSvXEaHCwkJuu+02oqOjeeedd8653Ww2c9111xEYGMiaNWtITU3l/vvvxzAM5s6dW57RREREpJK4t8m9uDq6MmXDFD75/RPyzflM6DgBRwdHYpNjmbBuAkcyjgDQv05/xnYYS4BbgI1Ti0hVV65FaPLkyQC8//775739119/Ze/evSQkJBAWFgbAiy++yKBBg5g2bRo+Pj7n3KegoICCgoKS7zMzM8s+uIiIiFSo2xvdjpuTG+PXjuebg9+QX5xPDfcaLNy7EAODmu41ea7jc/SO7G3rqCJSTdh0bcn169fTrFmzkhIEcO2111JQUMDWrVvPe58ZM2bg6+tb8hUREVFRcUVERKQc3VjvRmZ1m4WTyYmfjvzER3s/wsDgpno38d1N36kEiUiZsmkRSkpKIjg4uNQ2f39/XFxcSEpKOu99nnnmGTIyMkq+EhISKiKqiIiIVIBr61zLyz1fxs3RjRDPEOb3mc/ULlPxdfW1dTQRqWYuuwhNmjQJk8l0wa8tW7Zc8uOdb2UYwzD+ccUYV1dXfHx8Sn2JiIhI9dEjogfLb1/OT7f8RJdaXWwdR0Sqqcs+R2jYsGHceeeFrwBdp06dS3qskJAQNm7cWGpbeno6RUVF54wUiYiIiP3wcdEHnSJSvi67CNWsWZOaNWuWyZNHR0czbdo0EhMTCQ21Xgn6119/xdXVlTZt2pTJc4iIiIiIiPxdua4aFx8fT1paGvHx8ZjNZmJjYwGoX78+Xl5e9O3blyZNmnDvvfcye/Zs0tLSGDlyJA8//LCmvImIiIiISLkp1yI0YcIEPvjgg5LvW7VqBcDKlSvp0aMHjo6OLF68mCFDhtC5c2fc3d25++67mTNnTnnGEhERERERO2cyDMOwdYh/IzMzE19fXzIyMjSKJCIiIiJixy6nG9h0+WwRERERERFbUBESERERERG7oyIkIiIiIiJ2R0VIRERERETsjoqQiIiIiIjYHRUhERERERGxOypCIiIiIiJid1SERERERETE7qgIiYiIiIiI3VEREhERERERu6MiJCIiIiIidkdFSERERERE7I6KkIiIiIiI2B0nWwf4twzDACAzM9PGSURERERExJbOdoKzHeFCqnwRSk1NBSAiIsLGSUREREREpDJITU3F19f3gvtU+SIUEBAAQHx8/EUP1hbatWvH5s2bbR3jvCprtsqaC5TtSlXWbJU1FyjblaqM2TIzM4mIiCAhIQEfHx9bxzlHZfyZnaVsl6+y5gJlu1KVNVtlzZWRkUFkZGRJR7iQKl+EHByspzn5+vpWyv9gHB0dK2UuqLzZKmsuULYrVVmzVdZcoGxXqjJn8/HxqZTZKvPPTNkuX2XNBcp2pSprtsqa66yzHeGC+1RADrs2dOhQW0f4R5U1W2XNBcp2pSprtsqaC5TtSlXmbJVVZf6ZKdvlq6y5QNmuVGXNVllzXQ6TcSlnElVimZmZ+Pr6kpGRUalbqYiI2Cf9PyUiUnEu59/cKj8i5OrqysSJE3F1dbV1FBERkXPo/ykRkYpzOf/mVvkRIRERERERkctV5UeERERERERELpeKkIiIiIiI2B0VIRERERERsTsqQlLhZsyYQbt27fD29iYoKIiBAweyf//+ktuLiooYM2YMV199NZ6enoSFhXHfffdx8uRJG6YWKVsXex0AnDp1ikGDBhEWFoaHhwf9+vXj4MGDNkosUn7mzZtHVFQUbm5utGnTht9++63ktkGDBmEymUp9dezY0YZpRcrW6tWrueGGGwgLC8NkMvHdd9+V3Kb3ROVLRUgqXExMDEOHDmXDhg0sXbqU4uJi+vbtS05ODgC5ubls27aN8ePHs23bNr755hsOHDjAjTfeaOPkImXnYq8DwzAYOHAgcXFxfP/992zfvp3atWvTp0+fkn1EqoPPP/+c4cOHM27cOLZv307Xrl3p378/8fHxJfv069ePxMTEkq+ffvrJholFylZOTg4tWrTg9ddfP+c2vScqX1o1Tmzu9OnTBAUFERMTQ7du3c67z+bNm2nfvj3Hjh0jMjKyghOKlL+/vw4OHDhAo0aN2L17N02bNgXAbDYTFBTEzJkzeeihh2ycWKRsdOjQgdatWzN//vySbY0bN2bgwIHMmDGDQYMGcebMmVKfkotUVyaTiW+//ZaBAwf+4z56T1R2NCIkNpeRkQFAQEDABfcxmUz4+flVUCqRivX310FBQQEAbm5uJfs4Ojri4uLCmjVrKj6gSDkoLCxk69at9O3bt9T2vn37sm7dupLvV61aRVBQEA0bNuThhx8mOTm5oqOKVBp6T1R2VITEpgzD4KmnnqJLly40a9bsvPvk5+czduxY7r77bl2VXaql870OrrrqKmrXrs0zzzxDeno6hYWFvPDCCyQlJZGYmGjjxCJlIyUlBbPZTHBwcKntwcHBJCUlAdC/f38+/vhjVqxYwYsvvsjmzZvp1atXyYcFIvZE74nKlpOtA4h9GzZsGDt37vzHT7iLioq48847sVgszJs3r4LTiVSM870OnJ2d+frrr3nwwQcJCAjA0dGRPn360L9/fxsmFSkfJpOp1PeGYZRsu+OOO0q2N2vWjLZt21K7dm0WL17MLbfcUqE5RWxJ74nKnoqQ2Mzjjz/ODz/8wOrVqwkPDz/n9qKiIm6//XaOHDnCihUr9MmHVEsXeh20adOG2NhYMjIyKCwsJDAwkA4dOtC2bVsbpRUpWzVr1sTR0bFk9Oes5OTkc0aJzgoNDaV27dpaQVHsit4TlQ9NjZMKZxgGw4YN45tvvmHFihVERUWds8/ZF/zBgwdZtmwZNWrUsEFSkfJzKa+Ds3x9fQkMDOTgwYNs2bKFm266qQKTipQfFxcX2rRpw9KlS0ttX7p0KZ06dTrvfVJTU0lISCA0NLQiIorYnN4TlR+NCEmFGzp0KJ988gnff/893t7eJZ8E+vr64u7uTnFxMf/3f//Htm3b+PHHHzGbzSX7BAQE4OLiYsv4ImXiYq8DgC+//JLAwEAiIyPZtWsXTz75JAMHDjznxHKRquypp57i3nvvpW3btkRHR/P2228THx/P4MGDyc7OZtKkSdx6662EhoZy9OhRnn32WWrWrMnNN99s6+giZSI7O5tDhw6VfH/kyBFiY2MJCAggLCxM74nKkyFSwYDzfr333nuGYRjGkSNH/nGflStX2jS7SFm52OvAMAzj1VdfNcLDww1nZ2cjMjLSeO6554yCggLbhRYpJ2+88YZRu3Ztw8XFxWjdurURExNjGIZh5ObmGn379jUCAwNLXgf333+/ER8fb+PEImVn5cqV5/3/4P7779d7onKm6wiJiIiIiIjd0TlCIiIiIiJid1SERERERETE7qgIiYiIiIiI3VEREhERERERu6MiJCIiIiIidkdFSERERERE7I6KkIiIiIiI2B0VIRERERERsTsqQiIiIiIiYndUhERERERExO6oCImIiIiIiN1RERIREREREbujIiQiIiIiInZHRUhEREREROyOipCIiIiIiNgdFSEREREREbE7KkIiIiIiImJ3VIRERERERMTuqAiJiIiIiIjdURESERERERG7oyIkIiIiIiJ2R0VIRERERETsjoqQiIhIBTOZTHz33Xe2jiEiYtdUhERERK7AoEGDMJlM53wdOnTI1tFEROQSONk6gIiISFXVr18/3nvvvVLbAgMDbZRGREQuh0aERERErpCrqyshISGlvhwdHVm0aBFt2rTBzc2NunXrMnnyZIqLi0vdNzExkf79++Pu7k5UVBRffvmljY5CRMQ+qQiJiIiUoV9++YV77rmHJ554gr179/LWW2/x/vvvM23atFL7jR8/nltvvZUdO3Zwzz33cNddd7Fv3z4bpRYRsT8mwzAMW4cQERGpagYNGsTChQtxc3Mr2da/f39OnTpF//79eeaZZ0q2L1y4kNGjR3Py5EnAuljC4MGDmT9/fsk+HTt2pHXr1sybN6/iDkJExI7pHCEREZEr1LNnz1JlxtPTk/r167N58+ZSI0Bms5n8/Hxyc3Px8PAAIDo6utRjRUdHExsbWyG5RURERUhEROSKnS0+f2WxWJg8eTK33HLLOfv/dfTofEwmU5nmExGRf6YiJCIiUoZat27N/v37zylIf7dhwwbuu+++Ut+3atWqvOOJiMgfVIRERETK0IQJE7j++uuJiIjgtttuw8HBgZ07d7Jr1y6mTp1ast+XX35J27Zt6dKlCx9//DGbNm3inXfesWFyERH7olXjREREytC1117Ljz/+yNKlS2nXrh0dO3bkpZdeonbt2qX2mzx5Mp999hnNmzfngw8+4OOPP6ZJkyY2Si0iYn+0apyIiIiIiNgdjQiJiIiIiIjdURESERERERG7oyIkIiIiIiJ2R0VIRERERETsjoqQiIiIiIjYHRUhERGRi5gxYwbt2rXD29uboKAgBg4cyP79+0vtYxgGkyZNIiwsDHd3d3r06MGePXtKbk9LS+Pxxx+nUaNGeHh4EBkZyRNPPEFGRsZ5n7OgoICWLVtiMpmIjY0tz8MTEbFLKkIiIiIXERMTw9ChQ9mwYQNLly6luLiYvn37kpOTU7LPrFmzeOmll3j99dfZvHkzISEhXHPNNWRlZQFw8uRJTp48yZw5c9i1axfvv/8+S5Ys4cEHHzzvc44ePZqwsLAKOT4REXuk6wiJiIhcptOnTxMUFERMTAzdunXDMAzCwsIYPnw4Y8aMAawjOsHBwcycOZNHH330vI/z5Zdfcs8995CTk4OTk1PJ9p9//pmnnnqKr7/+mqZNm7J9+3ZatmxZEYcmImI3NCIkIiJymc5OZwsICADgyJEjJCUl0bdv35J9XF1d6d69O+vWrbvg4/j4+JQqQadOneLhhx/mo48+wsPDo5yOQEREVIREREQug2EYPPXUU3Tp0oVmzZoBkJSUBEBwcHCpfYODg0tu+7vU1FSmTJlSarTIMAwGDRrE4MGDadu2bTkdgYiIADhdfBcRERE5a9iwYezcuZM1a9acc5vJZCr1vWEY52wDyMzM5LrrrqNJkyZMnDixZPvcuXPJzMzkmWeeKfvgIiJSikaERERELtHjjz/ODz/8wMqVKwkPDy/ZHhISAnDO6E9ycvI5o0RZWVn069cPLy8vvv32W5ydnUtuW7FiBRs2bMDV1RUnJyfq168PQNu2bbn//vvL67BEROySipCIiMhFGIbBsGHD+Oabb1ixYgVRUVGlbo+KiiIkJISlS5eWbCssLCQmJoZOnTqVbMvMzKRv3764uLjwww8/4ObmVupxXnvtNXbs2EFsbCyxsbH89NNPAHz++edMmzatHI9QRMT+aGqciIjIRQwdOpRPPvmE77//Hm9v75KRH19fX9zd3TGZTAwfPpzp06fToEEDGjRowPTp0/Hw8ODuu+8GrCNBffv2JTc3l4ULF5KZmUlmZiYAgYGBODo6EhkZWep5vby8AKhXr16pESgREfn3VIREREQuYv78+QD06NGj1Pb33nuPQYMGAdbr/uTl5TFkyBDS09Pp0KEDv/76K97e3gBs3bqVjRs3ApRMeTvryJEj1KlTp1yPQUREStN1hERERERExO7oHCEREREREbE7KkIiIiIiImJ3VIRERERERMTuqAiJiIiIiIjdURESERERERG7oyIkIiIiIiJ2R0VIRERERETsjoqQiIiIiIjYHRUhERGpEnr06MHw4cNtHUNERKoJFSEREal2Vq1ahclk4syZM7aOIiIilZSKkIiIiIiI2B0VIRERqXRycnK477778PLyIjQ0lBdffLHU7QsXLqRt27Z4e3sTEhLC3XffTXJyMgBHjx6lZ8+eAPj7+2MymRg0aBAAhmEwa9Ys6tati7u7Oy1atOCrr76q0GMTEZHKQUVIREQqnVGjRrFy5Uq+/fZbfv31V1atWsXWrVtLbi8sLGTKlCns2LGD7777jiNHjpSUnYiICL7++msA9u/fT2JiIq+++ioAzz33HO+99x7z589nz549jBgxgnvuuYeYmJgKP0YREbEtk2EYhq1DiIiInJWdnU2NGjX48MMPueOOOwBIS0sjPDycRx55hFdeeeWc+2zevJn27duTlZWFl5cXq1atomfPnqSnp+Pn5wdYR5lq1qzJihUriI6OLrnvQw89RG5uLp988klFHJ6IiFQSTrYOICIi8leHDx+msLCwVFkJCAigUaNGJd9v376dSZMmERsbS1paGhaLBYD4+HiaNGly3sfdu3cv+fn5XHPNNaW2FxYW0qpVq3I4EhERqcxUhEREpFK52ESFnJwc+vbtS9++fVm4cCGBgYHEx8dz7bXXUlhY+I/3O1uWFi9eTK1atUrd5urq+u+Di4hIlaIiJCIilUr9+vVxdnZmw4YNREZGApCens6BAwfo3r07v//+OykpKbzwwgtEREQAsGXLllKP4eLiAoDZbC7Z1qRJE1xdXYmPj6d79+4VdDQiIlJZqQiJiEil4uXlxYMPPsioUaOoUaMGwcHBjBs3DgcH6/o+kZGRuLi4MHfuXAYPHszu3buZMmVKqceoXbs2JpOJH3/8kQEDBuDu7o63tzcjR45kxIgRWCwWunTpQmZmJuvWrcPLy4v777/fFocrIiI2olXjRESk0pk9ezbdunXjxhtvpE+fPnTp0oU2bdoAEBgYyPvvv8+XX35JkyZNeOGFF5gzZ06p+9eqVYvJkyczduxYgoODGTZsGABTpkxhwoQJzJgxg8aNG3PttdeyaNEioqKiKvwYRUTEtrRqnIiIiIiI2B2NCImIiIiIiN1RERIREREREbujIiQiIiIiInZHRUhEREREROyOipCIiIiIiNgdFSEREREREbE7KkIiIiIiImJ3VIRERERERMTuqAiJiIiIiIjdURESERERERG7oyIkIiIiIiJ25/8ByOMx8LPy07UAAAAASUVORK5CYII=", | |
"text/plain": [ | |
"<Figure size 1000x600 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"df = df.sort([\"symbol\", \"date\"]).with_columns([\n", | |
" ((1 + pl.col(\"daily_return_pct\")).cum_prod().over(\"symbol\") - 1).alias(\"cum_daily_returns\")\n", | |
"])\n", | |
"\n", | |
"# Get per symbol the last row by date\n", | |
"df_last = df.group_by(\"symbol\").tail(1).sort(\"date\")\n", | |
"# Get the top by cum_pct_change\n", | |
"df_last = df_last.top_k(10, by=[\"cum_daily_returns\"])\n", | |
"top_symbols = tuple(df_last.select(pl.col(\"symbol\")).to_series().to_list())\n", | |
"\n", | |
"print(top_symbols)\n", | |
"\n", | |
"\n", | |
"df = df.with_columns([(pl.col(\"cum_daily_returns\") * 100).alias(\"cum_daily_returns\")])\n", | |
"print(df.filter(pl.col(\"symbol\")==\"AMD.US\").select([\"symbol\", \"daily_return\", \"daily_return_pct\", \"cum_daily_returns\"]))\n", | |
"\n", | |
"\n", | |
"top_pc_df_pivot = df.filter(pl.col(\"symbol\").is_in(top_symbols)).to_pandas().pivot(index=\"date\", columns=\"symbol\", values=\"cum_daily_returns\")\n", | |
"top_pc_df_pivot.plot(figsize=(10, 6), subplots=False)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 116, | |
"id": "9af78985-58c1-4199-9646-692f8fe67095", | |
"metadata": { | |
"tags": [] | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"shape: (21, 4)\n", | |
"┌────────┬──────────────┬──────────────────┬───────────────────┐\n", | |
"│ symbol ┆ daily_return ┆ daily_return_pct ┆ cum_daily_returns │\n", | |
"│ --- ┆ --- ┆ --- ┆ --- │\n", | |
"│ str ┆ f64 ┆ f64 ┆ f64 │\n", | |
"╞════════╪══════════════╪══════════════════╪═══════════════════╡\n", | |
"│ AMD.US ┆ 1.43 ┆ 0.009008 ┆ 0.900844 │\n", | |
"│ AMD.US ┆ 2.5 ┆ 0.015608 ┆ 2.475747 │\n", | |
"│ AMD.US ┆ 11.56 ┆ 0.071064 ┆ 9.758095 │\n", | |
"│ AMD.US ┆ -6.05 ┆ -0.034724 ┆ 5.946831 │\n", | |
"│ AMD.US ┆ 0.24 ┆ 0.001427 ┆ 6.098022 │\n", | |
"│ … ┆ … ┆ … ┆ … │\n", | |
"│ AMD.US ┆ -1.59 ┆ -0.009302 ┆ 6.683886 │\n", | |
"│ AMD.US ┆ 3.13 ┆ 0.018482 ┆ 8.655663 │\n", | |
"│ AMD.US ┆ -0.57 ┆ -0.003305 ┆ 8.296586 │\n", | |
"│ AMD.US ┆ -0.37 ┆ -0.002152 ┆ 8.0635 │\n", | |
"│ AMD.US ┆ 7.16 ┆ 0.04174 ┆ 12.57402 │\n", | |
"└────────┴──────────────┴──────────────────┴───────────────────┘\n", | |
"('NVDA.US', 'RL.US', 'META.US', 'UBER.US', 'TPR.US', 'AMAT.US', 'ENPH.US', 'NFLX.US', 'LRCX.US', 'DIS.US')\n" | |
] | |
}, | |
{ | |
"data": { | |
"text/plain": [ | |
"<Axes: xlabel='date'>" | |
] | |
}, | |
"execution_count": 116, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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eCsBvf/tbysrKeOONNwBvcLruuut49tlnmTp1amevla+vb+f4ykceeYSpU6cybNgwrFYrzz33HNnZ2fz973/vzbcihBBCnLY8HpX6cu/aMsfqeeqg0ymcc3UaBqOeHStLWflWHm6nyrhzE3qzqeI4Ve5vYv1He2mxOg8EIbfaHni8X3c3HPSaosP3wSg6BUuQiYD2MOUNVT4EhJrbP/tgthh6tMiC5lKpfTMHx56GQ15TjDrv0DeT3tvrYtKDSUexu4Ysax5lLQeCQFJoHJOGZpAck4j+4KF0PwhEGHQ92v4jvi9NQ3OpB4KT8zBBy+Eh0OEhwTmCs1qdFNQVsqOugPK2Gor1tRTra/HHhxFKHMOdMVg87aO+3Bqq2w12by/b4UqQezwe9u7dS1ZWFnl5eaiqN0AaDAZGjhxJZmYmycnJxzVMcF9WDUtf343b4SEgzIcFt43t1s2fY+nV8LRo0SLq6up49NFHqaioYMyYMSxZsoSkpCQAKioqKC4u7tz+5Zdfxu12c8cdd3DHHXd0Pn/99dfz+uuvA9DY2Mgtt9xCZWUlQUFBZGZmsmrVKiZPntybb0UIIYQ4bTVWtuBxq5h89ASGdX9dRUWnMHPRMAxGHVlLi1n9Xj5ul4cJ5yX3XmNFt5XsrmfJP7bjdqrH3vggeoMOvUFBb9Sh07d/bdChM+gOvNb+tU7v3U5v0KHXt29n1KFv3+/APj/Yr/1rTdWwNzporndga2ijub4NW4MDe4MDVdWwNTiwNTiO2FaDUdfZU3VwyApo78nyD/HBaO5eOWzNrVL339049jSgGHWEXj0SU5y/tzfIqO/Sg9JRBGLdujXU1NQA3qkmY8aMYfr06T1WBELTNNwuFVebB5fDjbPNg9vhISTGgs8xCi8cTFGU9rCnh26ucx3BCKYxj5qaGrZu3Up2dja21la2aHvZatrH8GHDyEzPICU2GcWtoTo8oGqY4gNQDN4QVFdXR1ZWFtu2baO5+UBIjo2NJTMzkzFjxuDr63t83xNVY9OSQjZ97p0bFTcihHk3jz5soZsT0avrPA1Uss6TEEII0X15GypZ9tpuYlKDuOSXE457f03T2PTFgYuZiQuSmbxwSJ/cUReHV7ClmqX/3oXq0UgYFcr4eUlHDDAHhyCdThkQ/26qqtFqddLc0IbtB8HKVt9Gc4ODVquzW8cyWwztwcqHgI4erIN6ryxBJhQN6v6bQ1tuPYpRR9hPRuMzNPiQY7W2trJ582Y2bNjQWQTCZDIxceJEpkyZQkBAIC6HB1ebG5fDg7PNc/THDk97MDryNoe7kjea9WTOTWTcuQmdRRF6W0dRhy1btnQptf7DSn0Oh4Pdu3eTlZXVpRPFz8+PsWPHkpmZecz6CEfibHOz/PUc9mV7A+vYWfHMuDT1mMM7jycbSHiS8CSEEEIc1Zr388leVkL6OfGcuWj4CR9n69dFrPtoLwDjZicw49LUAXEhfrrZ9X0ZK9/OAw1SJ0Qy+4ZR6A19P3eot7ldni69Vh2hytYesprr23C1eY55HJ0CU4OMRACqAjXDQzEmB2I0G7whxuGmqamJfZW7KW/ci9peBMKo+BCsJGNxxqA6dLjaPLhdx9fLdzwMZj1Gsx5FgZYmb3D0DTQx+YIhjJwRg74P54cd3Bt1cKW+xMREKioqcDqdnc+lpqaSmZnJ8OHDMRhOPOg11bSw5KUd1Jfb0RkUzr5qBCOnx3ZrXwlPxyDhSQghhOi+T57JojS3gXOuTWPUjO5djBxJR8lzgDFnxnHmj4efcNUrcfwODrCjZ8Zy5pUj0J3G339Hq9sbqg7qteoIVraGNuwNDsabdcSadHg0jQ12DzXuA5fOLkMzrZZSHD41dNRJ0Lss+NnjMbdFoHD4wKLTKRh9vGHH6GPAaNZj6nysx2g2YOr8Wt/+uuGg13/w2HRg2KCmahRsrWb9x3ux1rYBEBzlx7SLhzIkI7xPb1gcqTcqNDSUzMxMxo0b1yPX4iU59Xz96k4cLW78gkzM/1k60SndX49KwtMxSHgSQgghukfTNP71y+9x2N1c8btJRCR2c0LEUexeXc6Kt3JBg7Rp0Zxz7cjT+gK+L2iaxroP95K11DtMasJ5SUy5KEV6/o5C82jULc6hbWcd6BScM+KwmvU017dRVllMmTWXZndt5/ZhATGkxo0hLirRG2x+GHLag47JbEBn6P3hjx63yq7vy9j0RSFtNhcA0SlBTL9kKDGpwb167sOpqalh7969xMTEkJiY2CPvX9M0tn9bypr389E0iEwOZMGt6ViCj2+JogGxzpMQQgghBj9bgwOH3Y1OpxAS49cjxxx1Rix6o47l/8khd10lbpfqHTrWD2WnTweqqrHyrVxy1lQAMP3SVDLnJPZzqwY2zaNR/26uNzjpFcKuHYVvWijFxcVkLV9DUb23F6WjCMS0adOIiRlYa5npDTrGnpNA2tQYtn5TxLZlJVTua+LDv2xlyLhwpv1oKCHRlj5rT0REBBERET12PLfLw3dv5ZG73ludO21qNGddPQKDsXsFQE6UhCchhBBCHFFtqXfSe0iMX49elIyYEo3BqOObf+2iYHM1HpfKvJvGoDdKgOpJHpfK0n/vYm9WDYoCZ19z8kMvT3WaqlH/Xh6t22u9wenqkTQGOfjwrbfIz88HQK/XM2nSJKZNm9a5nM5AZfI1MPWioaSfFc/Gz/eTs6ac/dtqKdxRx8gZMUy+YAiWoOPrqelvtgYHX768g+pCK4pOYcalqYydFd8nPakybE+G7QkhhBBHtOmL/Wz8bD8jpkQz+4ZRPX78wh21fPXyTjxulcTRoZz3s3SMpt69c3y6cLa5+fIfOyjNbUBnUJh742iGZp7cAqGnOk3VaHhvDy1Z1aBTUC6MZm1JFrt27QK8BQ7Gjx/PmWeeOeBD05HUl9tZ9/FeCrd7hxwaTDoyZieSOTexzyrznYzKfU18+Y8dtFidmP0MzLt5DAkjQ0/qmDLn6RgkPAkhhBDd8+XLO9iXVcOMy1LJmN07Q71KcutZ8qJ3vaG44cEsuH3soLiIG8jabC4+e2Eb1YVWDGY9C25LJyHt5C4wT3WaqtHwQT4tW6qw6drYPbyBHUU5dFwqp6enc/bZZxMWFtbPLe0Z5fmNrP2wgKr9VgB8A4xMXDCE0TNjB2z1xZy15ax8Ow/VrREaa2HBbekERZz8cGIJT8cg4UkIIYTonjcfXIu1to2L7skgvhcvvssLGvn8hW242jxEpwRywc8zMPtKgDoRtgYHnz6XTUOFHR+LkQvuHEfUELneORpN1Wj4MJ+6zSVkGwvJNZbhUb1lxYcPH86sWbN6bGHbgUTTNPZl1bDu4700VXtLigdG+DLt4qEMHR8xYAqKeDwqa98vYPuKUgBSMiI49ycje+wmi4SnY5DwJIQQQhybo9XNP3+xCoAb/zITH39jr56vqtDKZ89l42hxE5EYwIV3ZfT6OU81jVUtfPpsNs31bViCzVx4VwahsX1XFGAw0lSNqg92s37bJnbqS3Ar3rWfkpOTOffcc0lISOjnFvY+j0clZ3U5Gz/fT2uztzJfZHIg0y8ZStzwkH5tW6vNydev7qQsrxGASRcMYdKC5B5d4kDC0zFIeBJCCCGOrTy/kY+e3op/iJnrn5jRJ+esLW3mk2eyabO5CI21cNE9mfgFmvrk3INdTUkznz2XTWuzi6BIXy68O4PAMN/+btaA5nA4WPX6V2wu34FD8S5uGxsby7nnnktKyulXyt3Z5iZ7aTFZy0pwO9pDZHoYU380lLBY/z5vT22pjSUvbae5rg2jWc/sG0aRktFzFfs6SHg6BglPQgghxLFtX1HC9+/mkzw2nPNvH9tn560vt/PJs1m0NDkJjvLjonsy8A/x6bPzD0blBY188fftOFvdhCf4s/DnGRI6j8LtdrNlyxa+W7qCFrd3IdnwgBDOXTCXtLS00y40/ZC9ycHmLwrZtbocTdVQFEibFsPkhUP67Hdx79Zqlr2+G7dTJTDchwW3jSUsrncCnISnY5DwJIQQQhzbt2/kkLO2gokLkplyYUqfnruxuoVPnsnCVu8gMNyHi+7JJDBcelEOp3BHLV+/shO3SyUmNYjz7xgn88WOQFVVtm/fzsqVK2lsbAQgQPNhZuZ0Jl54BjrdwCyU0F8aKu2s/2Qf+7JqANAbdYw7N4Hx85J67WdMUzU2fr6fzUsKAYhPC2HezWPwsfTeEF4JT8cg4UkIIYQ4tv/9aRM1xc3M/1k6KZk9P1TmWKx1rXzyTDbWmlb8Q8xcdE8mwVE9s1DvqWLPxkqWv56DqmokpYcx7+YxUur9MDRNIycnh2+//ZbaWm+Jbj/NRIZ7CFMvPJPAKXH93MKBrWJvE+s+LKBibxMAPhYjExckM+bMuB5dm83Z6mbpa7s7y6iPOzeB6ZcMRdfLC2hLeDoGCU9CCCHE0Xk8Kq/c/R2qW+Pax6b1W6+PvdHBJ89k0VDZgl+giQvvyeiXuRcD0Y6Vpax6dw9oMHxyFLOuH4m+ly8yBxtN09i7dy/Lly+noqICAB+9mbFtCYzyxBP+oxH4T4np51YODpqmsX9bLes/3ktDZQsAgeE+TLkohWETok66gENjdQtLXtpBQ4UdvUHH2VePIG1a3/zbSHg6BglPQgghxNHVldl4548bMfnouelvZ/brHJAWq5NPn82mrsyGj8XIhXdnEJEY0G/t6W+aprF5SSEbP9sPQPo58cy8fFiPVh87FRQXF7N8+XKKiooAMJlMZEaMZMTeYEwYCL54KP5TY/u5lYOP6lHJWVvBxs/202J1AhCRGMC0S4ae8Fpixbvq+OZfu3C0uLEEmZh/69g+La8v4ekYJDwJIYQQR5e3voJlr+cQOyyYH903vr+bQ5vdxWfPZVNd1IzJ18DCn48jOiWov5vV5zRVY/X7+Wz/1rvezaTzk5l0wZDTvsDBwSoqKvj222/Jz88HQK/XM3nyZMa6k/B87527E3zhUPynS3A6GS6Hh23Li9n6TTGuNm9lvsTRoUz7USrh8d3rHdY0jexlJaz7sABNg6ghgcy/NR1LkLk3m34ICU/HIOFJCCGEOLrV7+ezbVkJY8+JZ+ai4f3dHMA7H+Lzv2+joqAJo1nPBXeOJXZY/65B05dUj8q3b+aSt74SgDOuGMa4Waf+GkTdVVtby4oVK9i1axcAiqKQmZnJWWedhbKpEeuyYgCCLkgh4AyZ49RTWpudbFpSyK7vylBVDRQYMSWaKRemEBB65Mp8bqeHFW/lsmdDFQBp02M4+8oRPTqHqrskPB2DhCchhBDi6D7+21bK8hqZdV0aIwfQHXqXw8MXL26nLK8Bg1HHgtvGkjDqxIYKDSZul4evX91F4fZaFJ3CudelMWKqzNUBaGpq4rvvviMrK4uOy9oxY8ZwzjnnEBYWhnV5Mdal3qF7QecPIWBmfH8295TVWN3Chk/2UbClGgC9QcfYc+IZf17SIZXybA1tfPmPHVQXNaPoFM64PJX0s+P7rQdVwtMxSHgSQgghjkzTNP513/c4Wtxc8btJA25+kdvp4atXdlK0sw6dQeG8W9IZMja8v5vVa5ytbr54cTvl+Y3oDTrm3TLmlH6/3WWz2Vi9ejWbNm3C4/EOGxs+fDizZs0iOjoaAOuKEqxfFwIQND+ZgLOkp663Ve23svbDAsrzGwEw+xmYcF4y6efEYTDqqSho5MtXdtJqdeJjMTLv5tHEn+BcqZ4i4ekYJDwJIYQQR9Zc38Ybv1uLTqdwy7Nn9cswmmPxuFW++dcu9mXVoNMpzLlxNKkTIvu7WT2utdnJZ89vo6a4GZOPngW3jyVu+OkzVPFwWltbWbduHevWrcPlcgGQlJTEueeeS2JiYud2zd+V0vSlt6hG4LxkAs+R4NRXNE2jaGcd6z7aS325HQD/UDOp4yPZvqIU1aMRFmdhwW1jB8T6bceTDWQFNSGEEEJ0UVvSDEBIjGVABifwDgmad9Nolr2eQ/6mKr755048rpGn1FC25vo2Pn02m8aqFnwDjCz8+eldZdDpdLJx40ZWr15NW1sbALGxsZx77rmkpKR0GfLV/P1BwWlOkgSnPqYoCsnp4SSODiNvfQUbPt2Prd5B9rISAIZmRjDr+pGYfAZfFBl8LRZCCCFEr6ottQEQnjCw11PS6XXMvmEUBpOOnDUVLPtPDq02F6NnxmE0D+6FYhsq7Xz6bDa2Bgf+oWYuuvv0XSDY7XazdetWVq1ahc3m/dmMiIhg1qxZpKWlHTJPpnl1GU1feINTwLmJBJ6beMgxRd/Q6RRGTo8ldWIU278tIXddJSOmRjPhvKRBWyFSwpMQQgghuqgtaQ9P3Sw33J90OoVzrk7DYNSzY2Upa94vYP3H+4gbEUJyehhJ6WEEhvX/sKDjUV1k5bPnt9FmcxES7cfCuzKOWrXsVKWqKtu3b2flypU0NjYCEBwczDnnnEN6ejo63aG9ora15TR9vg+AgFkJBM6W4DQQGE16JpyXzITzkvu7KSdNwpMQQgghuqgt9Q7bC08YHEPEFJ3CzEXD8A81s/O7Mprr2ijeVUfxrjp4B8LiLCSlh5OcHk7UkEB0A3gx2bK8Br54aTuuNg+RSQFc8PNx+Pqb+rtZ/WLFihV8//33APj7+3PmmWcyfvx4DIbDX77a1pfT+OleAALOjidwzuDt3RADl4QnIYQQQnRytLiw1nrnkwyGnqcOiqIwfm4SmXMSqa+wU7SjjsIdtVTubaKuzE5dmZ2tXxXhYzGSNMbbI5U4KhSzn/HYB+8j+7fV8PWru/C4VeJGBLPgtrGDck5IT9m5cycAM2bM4KyzzsJkOnKItG2ooPFjb3DyPzOewHnJEpxErzh9fyOFEEIIcYi6Mu+QPf9Q8yFrswwGiqIQFutPWKw/4+cl0WZzUby7jsId3p6oNruLvA2V5G2oRNEpxKYGtfdKhREc5ddvF9y56yv49o1cNFVjyLhw5t40GoNxcM/bOhk2m42GhgYAzjjjjKMGJ/umSho/KgDA/4w4guZLcBK9R8KTEEIIITrVdM53GhxD9o7Fx9/I8MnRDJ8cjepRqdzXROF2b69UQ2ULZXsaKdvTyNoPCgiK8CU5PZyksWHEpgajN/RNpcFty0tY/V4+AGnTojnnmjR0+oFZ5bCvlJaWAt7CEL6+R56zZt9cRcOH3u+d/4xYgs4fIsFJ9CoJT0IIIYTo1FFpL2KAV9o7ETq9jthhIcQOC2H6pak01bRQuKOOop11lO1poKmmlW3flrDt2xKMPnoSR4V2llv2C+z5eUeaprHxs/1sXlIIwLjZCcy4JBVlAM/J6islJd6S1gkJRy4xbt9aRcMHe0ADy7QYgi5IkeAkTsi6huZubyvhSQghhBCdOtZ4GizFIk5GUIQf42b5MW5WAs42N6U5DRTuqKVwZx2tVid7t9awd2sNKBCVHNhevS+c8Hj/k75I11SNVe/uYed3ZQBMuSilz8s3a5qGbXUZzStKUHwMGGMsmGL9McZaMMb6ow809VsY6eh5io+PP+zrLdnVNLzXHpymRBN84VAJTuKEvVFe1+1tJTwJIYQQAgCPW6W+wg4MrmIRPcHkYyAlM4KUzAg0VaO6uJnCHbUU7aijpriZqv1WqvZb2fDpfvxDzCSNCSM5PZy4tBCMpuObm+TxqCxvX9wXBc768XDGnHX4kNBbVIebhvfzad1R632ixY2nvo22XQcuInUWA8YYf4yx/pjaA5Uh3LfXe8Y8Hg9lZd5Qebiep5ZtNdS/m+cNTpOjCb4oVYKTOGGqprGxyd7t7SU8CSGEEAKAhsoWVLeGyddAQNjpt65QB0WnEJUcSFRyIFMWpmBvdFC00ztPqiSnHluDg13fl7Pr+3L0Rh3xaSHeuVJjwo65HpPL6eHrV3ZStLMOnU5h9g2jGDYpqo/eWXsbqluo++9u3NWtoFcIXjAEQ7QFV7kdV7kNZ7kNd00Lqt2No6ARR0Fj576KUYcxxuL9iPX39lRF+6H0YHGLyspK3G43Pj4+hIWFdXmtZXsN9e/mggZ+E6MIvliGOYqTs9vWSpPb0+3tJTwJIYQQAjhofaceGJZ2KrEEmxl1RiyjzojF7fJQtqeRou217N9Ri63eQdGOOop2eHtswuL9SR4TRvLYcCKTu64p5Whx8cWL26koaMJg1HHerekkjQ470ml7RcuOWhre24Pm9KALNBF29UjMSYEA+AwN7txOc6m4quw4y22docpVYUdzqTiLm3EWHzRHRAeGCD9M7YGqo6dKd4Jl4A8esnfwQritO2upfycXVPAbH0nIJcMkOImTtqbRdlzbS3gSQgghBAC1xe2V9k7BYhE9xWDUkzQ6jKTRYcz88XDqy+2dw/sq9zVRV2qjrtTGlq+K8PE3dg7vC4/356tXd1JXasPsZ+D828cSkxrcZ+3WPBpNX+/Htso7HM6cEkTolWnoAw5fCEMx6jDFB2A6qOqipmq461rbe6faA1W5HdXuwl3VgruqBbJrOrfXB5u9YapjLlWcBX2Q+ZjB/HDFIlp31VH3dntwyowk5LLhEpxEj1jTIOFJCCGEECfgQM/TqV8soicoikJYnD9hcf5MOC+ZNpuLol11FO2opWhXPW02F3nrK8lbX9m5j2+giQvvyujTOWWeZid1b+fi3N8EeBeRDZqXjKI/vvCh6BSMEX4YI/zwG+d9TtM0VKsTZ4UdV5nNG6wq7Hjq2/A0OvA0OmjbfdA8Kj9D+7A/f4xx3h4qQ7hfl7Z09Dx1hKfW3XXUvZ0DqobvuAhCLpfgJHqGR9NY3yThSQghhBDHSdO0zjLl0vN0Ynz8jYyYEs2IKdF4PCqVe5u8pdDb15QKDPdh4V0ZBEf69VmbHEVW6t7KQbU6Ucx6Qi4bjl96eI8dX1EU9EFmfIPM+KaFdj6vtrkP6aFyVbegtrhx7G3CsbfpwEEMOozRfphi/XGEKjQ2NqIoCnFxcbTm1lP3Vg54NHzHhhN6xQgJTqLH7LS1YnWrBOh11Bx7c0DCkxBCCCGA5vo2HC1udHqF0BhLfzdn0NPrdcQNDyFueAgzLk2lub4NH4sRo7nnCiscjaZp2NdV0Pj5PlA1DJF+hF07EmNE3wQ3nY8Bc0ow5pTgA21yq7iqWjqLUrjK7d55VE4PrlIbrlIb+3XVYIIQj4WGF3bgbmjzBqf0cEIXpR13b5kQR9MxZG9ikIV93dxHwpMQQgghqC3xXkSExFjQG3TH2Focr2NV4etJqtND44f5tLTPP/IdG07IpcPR9VFwOxLFoMMU548pzp+OeK6pGu76tvbeKRt1u0qgGSLVINw1rQD4jA4j9McjJDiJHre2vVjE1CB//tfNfSQ8CSGEEKJzyF7Eaba+06nGVdtK3Zu7vcUbdBC0IAX/GbEDtnqiolMwhvtiDPeFsRHUlX0LzTD8gvGEhQxBa3HjOzYcRS+BXvQst6qxvj08TQnufm+7hCchhBBCUFvSXiwiQYpFDFatu+qo/18emsODLsBI2FUjMQ8J6u9mdZvb7aa8vByApGHJ+IaFHmMPIU7cdlsLNo9KkEHPSH/fbu8n4UkIIYQQB4pFSM/ToKOpGtZvimhe6S3xbUoOJOyqkegDD1+GfKCqrKzE4/Hg5+dHaKgEJ9G7OuY7TQu2oD+OnlkJT0IIIcRpztHiormuDfAu8jpYNX9Xiqu6Bf+pMZhOkx40j81J/Tt5OAoaAfCfEUvQgiGDcphbx/pO8fHxA3aYoTh1dMx3mhF8fH8rJDwJIYQQp7mOXqeAMB98LMZ+bs2JsWdV0/TlfgBatlRhTgki4Kx4zMNDTtkLcWdJM3X/zcHT5EAx6Qi5dBh+4yL7u1kn7HCL4wrRG1yqxoYmOwDTQ/xBdXV7XwlPQgghxGmuo9LeYB2y56ppofGjfABMCQE4y2w49jXh2NeEMcZCwFnx+KZHnDLV2jRNw76xksZP94JHwxDu6y1DHjW4S8x3LI4bHx/fzy0Rp7ptzS20eFRCjXpGWnywNUt4EkIIIUQ31ZYO3mIRmkul/u1cNKeKOSWI8JvS8Vid2FaXYd9YgavCTv07eei/KiRgZhx+k6LRmfq3ZPfJ0FweGj7eS8uWKqC9jPflw9H5DO5LuqamJqxWa+fiuEL0po4he9OC/dEdZ8/04P5NE0IIIcRJG8zFIhq/2Ierwo7OYvSuBaRTMASbCb4ghcBZCdjWV2BbU46n0UHjZ/uwLi/GMi0W/+mx6AfZEEV3XSt1/83BVWEHBYLOG4L/mXGnxLDEjiF70dHRmEyDq9CFGHw6ikVMDz7+v3m9PpvwxRdfZMiQIfj4+DBhwgS+//77I2774YcfMmfOHCIiIggMDGTatGl8/fXXh2z3wQcfMGrUKMxmM6NGjeKjjz7qzbcghBBCnLI8bpX6cu/Y//CEwRWeWnbUYF9fAUDoohHoA81dXtf5GQmclUjM/ZMIvjgVfZgPaoub5uXFVP7fRho/3Yu7vq0/mn7cWnPrqXo+uzMoht+YTsBZp05hBRmyJ/qKU1XZ2DHfaaCFp3fffZd77rmHBx54gKysLGbOnMn8+fMpLi4+7ParVq1izpw5LFmyhC1btnDOOeewcOFCsrKyOrdZt24dixYt4tprr2Xbtm1ce+21XHHFFWzYsKE334oQQghxSmqotKN6NMx+BgJCffq7Od3mrmul4X3vPKeAs+PxGR5yxG0Vox7/qTFE3zeR0KvSMMb5o7lUbGvLqfzLJureycVZbuurph8XTdVoWlpE3eu70NrcmBICiLwrE5/U4P5uWo+SYhGir2RZW2hVVcKMBtIsx/83T9E0TeuFdgEwZcoUxo8fz0svvdT53MiRI7n44ot54oknunWM0aNHs2jRIv7whz8AsGjRIqxWK19++WXnNueddx4hISEsXry4W8e0Wq0EBQXR1NREYGDgcbwjIYQQ4tSSs7aCb9/IIW54MBffO76/m9Mtmlul+h/bcJXaMCUFEnFL+nGV5tY0DcfeRpq/K8WR39j5vHl4iLdCX0rQgOjRUVtc1L2Th2NPAwCWqTEEX5CCYhh8ZciPxuVy8cQTT6CqKnfffTchIUcOwkKcrL8VVvLk/koWRgTz6phk4PiyQa/NeXI6nWzZsoX777+/y/Nz585l7dq13TqGqqo0Nzd3WSht3bp1/OIXv+iy3bx583jmmWeOeByHw4HD4eh8bLVau3V+IYQQ4lTXWSwifvAUi2j6qhBXqQ3F10DolSOOe00jRVHwSQ3BJzUEZ5mN5lWltG6vwbGnAceeBozx/t4KfaPDUXT9E6KcZTbq/rsbT4MDxagj+EepWMZH9UtbeltFRQWqqmKxWAgODu7v5ohTXOd8p5ATG6bca+GptrYWj8dDVFTXX/SoqCgqKyu7dYynn34au93OFVdc0flcZWXlcR/ziSee4JFHHjmO1gshhBCnh84y5YNkvlPr7jpsq8sACL18OIbgkxtqaIrzJ+zKNNxzk2heXYZ9UxWuUhv1b+ViCPfFf2YclvFRKMa+6+2xb66k4eMCcGvow3wIu2YUppjBXYb8aA4esjcQevzEqcuhqmy2euc7zTiB+U7QBwUjfvhLoGlat34xFi9ezMMPP8y7775LZGTXBd+O95i//e1vaWpq6vzo+CUVQgghTmeaph2otDcIwpO70UHD+3sA8J8Ri++osB47tiHMl5CLUom5fxIBsxJQfA24a1tp/KiAiic3Yl1Rgtrq7rHzHY7mUmn4MN87l8ut4TMylKg7M0/p4AQy30n0nS1NLbSpGpEmA8P8zMfe4TB6recpPDwcvV5/SI9QdXX1IT1HP/Tuu+9y44038t577zF79uwur0VHRx/3Mc1mM2bziX2DhBBCiFNVc10bzlY3Or1CSPTAvkDXPBr1i3NRW9wY4/0Jmj+kV86j9zcRNDeZgLMSsG+qxPZ9GZ4mB9avC2leUYJlSjQBZ8ShD+rZ6wp3Qxt1b+XgKrWBAoFzkgg4O6Hfhg32FU3TpNKe6DMd6ztND/Y/4V7OXut5MplMTJgwgaVLl3Z5funSpUyfPv2I+y1evJif/OQnvP3225x//vmHvD5t2rRDjvnNN98c9ZhCCCGEOFRHr1NorAX9AC9CYF1WhLPIimLWE3ZlWq8XTdCZ9QScEUf0rycSsmgExmg/NKcH2/dlVDy1ifr39uCqbumRc7XtaaD6+SxcpTZ0fgbCbxhD4KzEUz44ATQ2NmKz2dDpdMTGxvZ3c8Qpbk2jd47niZQo79Cri+Tee++9XHvttUycOJFp06bxyiuvUFxczK233gp4h9OVlZXxxhtvAN7gdN111/Hss88yderUzh4mX19fgoKCALj77rs588wzefLJJ7nooov45JNPWLZsGatXr+7NtyKEEEKccmpLOopFDOwhe217Gmhe6R3aFXLpMAxhvn12bkWvw5IZiV9GBG15DTR/V4pzfxMtW6po2VKFz8hQAs5OwJx0/NV7NVWjeWUJ1qVFoIEx3p+wq0diCBk8JeNPVkevU0xMDEbj4Fq0WAwurR6VLU3eGx4zTrBYBPRyeFq0aBF1dXU8+uijVFRUMGbMGJYsWUJSUhLgra5y8JpPL7/8Mm63mzvuuIM77rij8/nrr7+e119/HYDp06fzzjvv8OCDD/L73/+eoUOH8u677zJlypTefCtCCCHEKadzvtMArrTnsTqp/18eaGCZEo3f2Ih+aYeiKPimheKbFoqj2Erzd6W07a6jLaeetpx6TEmBBJwVj09aaLd6jNRWN/X/y6Mtpx4Ay+RoghcO7dPCFANBx3wnGbInetsWqx2nphFtMpLi23XYbZujqtvH6dXwBHD77bdz++23H/a1jkDUYeXKld065mWXXcZll112ki0TQgghTm8DvdKepmrUv5uLanNhjLYQfEFKfzcJAHNiIOZrR+GqacG2qgz71iqcRVbq3tiNIdKPgLPi8RsXccShhc4Ku7cMeV0bGBRCLkrFMim6j9/FwCDFIkRfObhE+cHznRzOWrZvv6Xbx+n18CSEEEKIgafN7qK5vg2A8ISB2fPUvKIEx94mFJOO0KvSUIz6/m5SF8YIP0IuHUbgnERsa8qxra/AXd1Cw3t7sH5TiP8ZcVgmR6MzH7jcsmdV0/hhPppLRR9i9pYhjxuY4bW3OZ3OzikaEp5Eb+soFnFwiXKns56srGtpaSns9nEkPAkhhBCnobr2IXuB4T6YfQfe5YBjXyPWZUUABF+cijHSr59bdGT6QDNB84cQcE4C9g0VNK8ux9PkpOmL/ViXl+A/LQbLlBiavyvBvq4CAPPwEEIXjUBvOX3n+ZSXl6NpGgEBAZ1z24XoDS0ela3WrvOdXC4r2dk/wW7fg5vu//wNvL+WQgghhOh1A3m+k8fmpO4d7zwnvwlRWMYffYmTgULnYyDgrAT8Z8TRklVN86pS3DWtNK8ooXnFgTUmA85NJPDc06Oa3tHIkD3RVzY32XFpGnFmI0k+JtzuZrK33UCzbRdugnh6bwywrVvHkvAkhBBCnIY6K+0NsPlOmqrR8N4eVKsTQ4QvwRcN7e8mHTfFoMMyKRq/CVG07a7zVugraUbxMRD64xH4poX2dxMHhMG8vtP/NpWwKr8GP5MeP5MBi7n9c/tjP7Mei8mAn0mPxWzA19T+2KzHz6jHoD+9CoP0tzXtQ/amBfujqq1kb7sJqzUbtxbAY1svoiHg3W4fS8KTEEIIcRqq6ex5GljhyfZ9GW15DWDQEXb1SHSmgTXP6XgoOgXfMeH4jA7DVW5HH2hCH2Dq72YNCJqmDdqep4LqZu7/cDuqduLHMBt0hwSvwwcxPX7mA6HMYtbja+r6uGNfX6Me3Wnem3kkaxra13cKMrNt+y00NW3GpfrxxIafURf6+XEdS8KTEEIIcZrxuFUaKuzAwCoW4Siy0vR1IQDBF6ZgjLb0b4N6iKIop21RiCOpr6+npaUFvV5PTExMfzfnuPx16R5UDSYlh3D2iEjsDjctTg8tTjd2p4cWh/dzq9OD3emmxdH+2enB0564HG4Vh1ulocXVo23rCGBzRkXyhwtG4zuIbz70FLvbQ3azd75TaNUTNDSuw6X68NSmn1GuNOHjV4zJ2f214yQ8CSGEEKeZ+nI7qkfD7GfAP8R87B36gNrion5xLqgavuMiTtvS3aeLgxfHNRgGz+XojtImluyoRFHgsYvTGRHd/ZsPmqbh9KhdwpTd4W4PWe3hy+H93PKD4NW5TXsw69im43EHb4jzsHhjCTvLrLxy3QRigvpuUemBaGOTHbcGUTorxsbPcasm/rrlFkrtycSPeZ5aB1w58kq2srVbxxs8P61CCCGE6BG1pQfmOx283kl/0TSN+vfz8TQ60If5EPKj1AHRLtF7BuuQvb98kwfAxRlxxxWcwNsDaTboMRv0hFh6bvimqmq0uT3YHd7erj1Vzfz6g+3sKGviwhfW8PK1ExifGNJj5xtsVjdYARjh2YxbNfLM1pspb0nj+nnFvLOvnFCfUC6Oms+v+FW3jiez1YQQQojTTOfiuAOk0p59bTltu+tArxB21Uh0PnJv91Q3GMPTxv31fLenBoNO4Z7Zw/q7OZ10OgU/k4GIADOJYX7MHhXFJ3fMIC06gJpmBz9+ZT0fbi3t72b2C01TWV6RC0CatpsXsn9KlSOdf90whq/L3gTg9tE/Y9kTj3f7mBKehBBCiNNMZ5nyAVBpz1naTOOS/QAELxgic4NOAw6Hg+rqamDwVNrTNI0/f+29CL9iUgJJYQN7Pl5CqB/v3zadOaOicLpV7v3fNp5YktM55+p0oGkaW3IeZo/L2+u2efco6lwTeO/WaWyo/4AGRwNppgSMf/mcusa6bh9XwpMQQghxGtE07UCZ8n7ueVLb3NQtzgWPhs+oMCzTY/u1PaJvlJWVoWkaQUFBBAYG9ndzuuW7PTVsKmzAZNBx16yB0+t0NP5mAy9fM4E7z0kF4OVV+7jpP5uwtvVskYqBSNM09uQ/yneVOaiKHh+HHYdzPO/fNh2Ln403dr/B0HKNn77Rxv5WK2jdD5USnoQQQojTSHNdG842DzqDQki0X7+1Q9M0Gj7Mx1PXhj7YTOhlw2Se02lisA3Z0zStc67T9dOSiA7y6ecWdZ9Op/DLeSN4/spMzAYdK/JquOTFtRTW2vu7ab1G0zQK9v4fpaVvsJsxAAS0mHjv1unEBvvywpbnmbO2lV++byTH31tMY+IZ53b7+BKehBBCiNNIx3yn0BgLekP/XQbYN1XSur0WdAqhV6Wh8zP2W1tE3xpsi+N+tbOSnWVWLCY9t52d2t/NOSELx8Xy/q3TiQ70oaDaxkV/X8Oagtr+blav2Lf/GYqL/wnA920zAbh/8hBCLSZy925k5JMfsWiVQnZSFJpOIXX0KKaO7X5Jd5mRKYQQQpxGajor7fXfkD1nhZ3GT/cBEDQvGXPi4Bi6JU6eqqqd4Wkw9Dx51AO9TjfOTCG0vUpe02ef0bJlC8aoKAzRMRhjojFERWGMjkbnOzBLg6fHB/HpnTO45c0tZJc0ct2/N/L780dy/fTkU6bXt7DwRQoLXwDgP3t+jHW4d77TrIhA7Bs20nzXzWQ0aaxPjcJhNBDq62S+65+0fevu9jkkPAkhxCCmaRp1JUUU7cimxdrE2HPnERQp6+OIIztQaa9/CjOoDg/1b+eAW8VnRAj+M+P6pR2if9TV1dHa2orBYCA6euD/rfooq4y9NXaC/YzcNHMIAK3Z2ZT/+jdHnCejDw7GEB2NMToaQ0w0xugYjNEHhazoaHSmnitVfjwiA31455ap/O6jHXy4tYyHP9tNXlUzj1w4BlM/9kT3hOLif7F339MAvLfnQtwxV4CikeJrwvC3P1H0n3fx12BjShiNFl9MOjcXxWzHZNLTFj8NWNKt80h4EkKIQcbe2EDRjmyKtmdRtCMbe0N952tZX37GGVdeT+a881F0g/s/QtE7OtZ4iuinnqfGTwpw17SiCzQRcvlwFN2pccdbdE9Hr1NsbCx6ffeHSvUHp1vlmWV7ALjtrKEE+hhRnU7KH3gQNA2/SZMwJibgrqjEVen90Fpa8DQ24mlsxJGbe8Rj60ND28NVjLf3qiNktYcrY2QkSi8FLB+jnqcvH0dadABPfJnL4o0l7K2289I14wnzHxiLZh+vkpI3yC/4EwAfF8wnNe4arFHNfGv3Z+zqJdS+/i4KsHRsAC4lGID5ZyURes49MGQmtHng1qBunUvCkxBCDHAuRxtlObsobA9MtcWFXV43mMzEjxyNs62N8rzdrHj9Zfas/565P7uL0NjBMadA9I02uwtbvQOAsH7oebJvqaJlazUoEPbjEej9++fuu+g/g6lYxLubiiltaCUiwMx105IBqH3xRZx796IPDyf++efQBwd3bq9pGmpzM66KStyVFbgqq3BVVnSGK3dHwGprw1Nfj6e+HnbvPvzJFQV9eBjGqOj2QBXjDVvRURhj2r+OiEAxnthcQUVRuOXMoQyLDOCuxVlsLKznwhfW8M/rJzIyZnANoy0te5c9+Y94vy4cwq9bc0nIPo9Zo16E0GGkZ+9GNWq8OsuX2OoI9CpMvWQRqYuuPXCQNmu3zyfhSQghBhhNVaku3NfZu1SWtxuPq2tp2cghQ0kam0lSegZxI0ZhMJnQVJVty75i1VuvUZa7mzd+/XOmX341Ey/4EboBfodX9I2O9Z0Cw30w+/btJYCruoXGjwu855+dhDkluE/PLwaGwRKeWp0envvW+/N616xUfE162nJyqHvVW4gg+g+/7xKcwBtI9IGB6AMDYcTwwx5X0zQ8jY2dQcpdWekNW1Xezx3PaU4nnppaPDW1tO3cefhG6nQYwsMPOzTQN3M8xqjIY77Pc9Ii+eiO6dz0n80U1rVw6Utr+esVGZw3ZuAPqcTRTOmOv5DX9F9QIKG0lVnFm8ADe/JiyZk+FICJjgb+7+ZoUrf6oFcVhmROZPrlV5/waSU8CSHEAGCtraFoRxZF27Mp3pFNa3PXu2ABYREkjc0gKT2DxPQM/AIPHV6g6HRkzF1AyviJLH3lBQq3beX7t19nz/rVzLv1biKShvTV2xEDVOf6Tn08ZE9zeec5aS4V89AgAs4Z2BfOone0tbVRU1MDDPxKe/9ZV0hNs4P4EF8WTUpEc7kof+AB8HgImDePwLlzT+i4iqJgCAnBEBKCz8iRh91G0zQ8DQ24KioOE67ae7Kqq8Hlwl1djbu6mrZt27uex2gk6NJLCL/5ZoxxR59XmBoZwMd3zODOt7NYXVDLrf/dwn1zhnPnrNSBVUhC06A6BwqWQv5SquybyUvzA0UhrryVlEIXrtCZlH3ZzHeBiWg6HUNabOz4zRwi//0B/q0GgqKiWXDnL09qWLuEJyGE6AfO1hZKdu+gaLu3d6m+vLTL60YfXxJGp5OUnknS2AxCY+O7/Z9YYHgkl/z2EXav+pYV/3mFqn0F/Pe39zD54iuYeskV6A1SEvp01dHz1NfFIho/34ersgWdv5HQH6fJPKfTVMd8p5CQEPz9+6dgSXdY21y8tHIvAPfMHo7JoKP25X/i2J2DPiiI6N8/2KvnVxQFQ2gohtBQGD36sNtoqoqnrs4716qiAndlFa7KShw1xVTGbUAracDz6Ts0vv8BwT+6mLBbbsF0lN6+YD8Tr98wice+yOH1tYU8vXQPuVXN/OWycfia+nHkQpsV9n8H+UuhYDlYvT9DNaEmdo0KAEWhpSIMd9x92ANMVD76OKrdTvY1FwEwZUg0G996iBF1vihGAxf/8kF8TvJnT8KTEEL0AdXjoXJvfmfvUkV+LqrH0/m6ouiITh3WORQvZlgaesOJ/4lWFIXRZ51L0thMlv/rJQo2rWP9B4vJ37CGebfdTUzqiJ54W2KQ6ay014c9Ty3barBvqAQFQheNQB8g85xOV4Nlfad/fr+fplYXqZH+/CgzDse+fdT+/e8ARP3utxjCw/u5hd6RBoaICAwREfimpwPgclnJ3vZTmq11MBbscxQsy9tQv3iPxg8/IujCCwn/2S2YkpMPe0yDXsfDF45mRHQAv/94J19sr6Cozs4r104kNriPyq9rGlTvbg9Ly6B4HagHlRE3+FCROoad4cXodCpbqycxe9LThL35D8rfex8A3wkT2D1rLjjcNO9ewqgCb9vn334v4YnJJ91ECU9CCNFLGqsqKdq+1TsUb9c2HPauK7oHRUWTPDaTpPRMEkaPPem7YYfjHxLKhff9jj3r1/Dta/+grrSYxQ/+igkXXMz0y6/CaPbp8XOKgcnjUmmo8P4M9lXPk7uulYYP8wEIODsBn2EhfXJeMTANhvlOdTYH//reuwbZfXOGo9NUKn73AJrTieXMmQReeGE/t/DwXK4GsrKvp7l5FwZDED4+sdhsOdjmQ8tsBb+lDtSvP6Tpk08IvOB8wm+9FXNKymGPdeXkRFLCLdz21lZ2llm58IU1vHztBCYk9dLvb5sV9q30DscrWA7Wsq6vh6ZA6hwYNofdiofiwnsw6lR21o3noqRfob/3ZzQW7AVFIezWn6G75WfkrPdWOoxb8j0AsedMZeT0M3ukuRKehBCih7TZbBTv2tZZQrypqrLL62aLhcTR47y9S2MzCY7qmwm5iqIwYtoZJI4Zy4r/vErO9yvY/NmHFGxax7yf3U38qDF90g7Rv+or7KiqhtliwD+k98sRa26Vurdz0RweTMmBBM5O6vVzioHrhBbHbbNC+VZInA6GvumxfGnlXuxOD+lxQZw3JpqGN9+kNTsbncVCzCOPDKw5QO2czlqysq/HZsvFaAwlM+MN/P3TqK1dyr79z3lD1AJomaPgt9SDuuxTrJ99TuD8+YTfdivmYcMOOeaUlDA+uWMGN7+xmdzKZq58ZT1/uiSdyyb0QK+hpkHVzgO9SyUbDuldInkmDJsDqbMhzFv4YWv+Sqr234VJ7yK/cSwX2M/HdeuNeBwO9BHhxD31FJZp0/i8uhGAsMZqguyttMSaWXTzb0++3R3N67EjCSHEacbjdlORn+sNS9uzqdybj6apna/r9HpihqV5e5fGZhI1NBWdrv/GjvsGBLLgzvtIm34mS199gcbKCt595H7GzT2fM6+6HpOvX7+1TfS+mo5iEfEBfXIB2PTlflxlNnR+BkKvTEPRD7yLTtF3amtrcTgcGI1GIiOPXQUOgM/uhl0fense5jwKaRdAL/7sVjS18sb6IgDumzscV2kp1X97BoDIX/0KY0xMr537RDkc1WRlX4fdno/JFEFm5pv4W7xhKCJiLuHhs6mtXfaDEKXDb6kLdfkXWJcsIWDePMJvvw2fEV2HcyeE+vHBbdP5xbvZfLO7il++t428Siv3zx+J/njnLTrt3t6lvC+9gam5ouvroUPbw9IcSJ4Bxq7DBNfkrKKx5A58DE6KrSOZ/V08zq+fBMByxhnE/t8TncMp1zR4/9YlluzF5uvmknsf7dGKsxKehBDiONSXl1K4LYui7Vsp2b0TV1trl9dDY+M7e5YSRo0ZkIEkZfwkfvL0i6z672tsX/4V2775gn1bNzL35jtJzpjQ380TvaSzWERC7w/Za91Vi21NOQAhV4zAEDQ4F94UPadjyF5cXFz3Fsd12CD3C+/X9fvg3Wu8vRFzH4PYjF5p4/PfFuB0q0xODuXMYeGU3HgjWmsrfpMnE3zF5b1yzpPR1lbB1qxraG0txGyOZnzmf/Hz61pVVVF0nSGqpnYp+/c/h82We1CI8qAu/4rmr7/Gf/a5hN92G74HFamwmA3845oJ/G3ZHp7/toBXv9/Pniobz1+VSaDPMYoPNVfCnq+8gWnfSnC3HXjN4AtDzmwPTOd6A/IRLN32PW2Vt+NnbKO2cQjTXmnFVbgMDAYi77mb0J/+tEv1vGXFZWDwIb5iH9pFY0hPGH9c39djkfAkhBDH4HG7Kdi0jq1ffkZ5XtcFDX0DAklMz2gvI55JYHhEP7Xy+Jj9LMy55U5GTJ/JNy8/R1N1FR888RCjzzqXs667CV//vi1lLXpfR5nyiF6e7+RuaKP+Pe88J/+Zcfimhfbq+cTgcNzznQqWgscBIUNgzKWw7gUo/B5eORsyroJZv4fAnusJKqy1879N3jb+ct4Imj74gJZ161F8fIh57I8nVdq6N7S2lrI16xra2krw8YljfOZ/8fVNpL6tnl+v+jXDgofxq0m/Qqd4260oOiIj5hERPucIIUpFXb4M27Ll+J99NuG334bv2LEA6HQK980dwfCoAH71/ja+21PDxX9fw7+un8SQcMuBRnWUEs9b4g1MZZu7Njo4EYbPh+HzIGkGGI895/ajjavQ1d+Jv6mV1toIxvxfJVqLB2NcHHFP/wXfjIwu22/etIESg/e4NaE7eGzuf078m3wEEp6EEOIIWqxNbF/2FduWLsFWXwd4h+LFjxzT2bsUmTRkwP2nejwSx4zj+j//ndXvvMHWrz5j13fLKdy2lXNvvI1hk6f3d/NED9FU7aCep94LxppHpX5xLlqbG2NCAEHzknvtXGJwOe5KezmfeT+PuhDO/T1M+AksfxR2/A+y34JdH8GMe2D6z8F08j38zyzbg1vVOHtEBJl+LvY9+RQAEXffjSkx8aSP35NaWgrZmnUNDkcFvr6JjM98Cx+fWDRN47H1j7GhYgMbKjbgb/Lnjow7uuzbJUTVLGV/4cEhSmkPUSuwrVyJZeZMwm+/Db/MTAAWjoslOczCLW9uZl+NnYteWM2LV6ZzhjHfG5bylkBjUdfGxo6HtAUwYgFEjjquYZf/WfUdAfa78Tfb0SotDHmqEV2bQsDcucQ89kfvYsQHqS8v41+fL4Gzf0SAtYxZ5y4gyhJ1Yt/ko5DwJIQQP1C1r4Csrz4nd+13eFwuAPyCghk7ez7jZp+Hf2hYP7ewZxl9fDjnJ7cwfNpMvvnHs9SXl/Lp039i+NQzOPent+IXFNzfTRQnyVrXhqvNg86gEBzde0NJrd8U4SxuRvHRE3ZlGoph8N5YED2npaWF2tpaoJvhye2APd94vx7ZXt0uOAEufRWm/Ay+/p23yMDKP8GW12H2Q5B+BZzgjay8ymY+2eYdZvrLOcOpfOi3qDYbPuPGEnrdtSd0zN5it+9la9Y1OJ3V+PkNZXzmm5jN3oDw5f4vWVq0FJ2iQ9VU/rHtH6QGpzIved4hx1EUHZGR84iIaA9R+5/FZs870BO1TEVdtgr7ld9jmT6N8Ntvx2/iRNLjg/j05nT+88Y/GdbwPWPfzgal5cCB9WZIORtGzIfh551Q76CmaTz/zXfEeO4lyKcZfbmBiL860atmoh66n+Af//iQeZvO1hY++ctj7E/JAMCgz+enY2467nN3h4QnIYTgyEPzolKGMX7BhQyfegYG46m9uGzciJFc++RzrP/wHTZ+8j571q+meNd2Zl1/M2lnnD0gq0yJ7qkt9Q7ZC4v1R6/vnUDTlldP83fti6BeOhxDqJTBF14dvU5hYWFYLJZjbA3s+w6czRAQ6+25OFj8RPjp196ep2UPQWMxfPQz2PAPmPcnSDr+HvOnv8lD02BBejQJWaspX7kSjEZiH3sMpQcLDZwsmy2PrVnX4nLVYbEMJzPzTcwmb5GE6pZqHt/wOAC3jbuNZmczb+x+gwdXP0hiQCIjw0Ye9phdQ9Q33uF89rz2EufG9hC1Fvs16/BLiyd8PIRrW/ml5ob2b02tFsj+kDPImHMVxmGzwNSNf+Mj8Kgaj3+6ghHGXxPq24ShQiHsGQWf6KHE/e2vhxS1AG/Y+uqlZ6gvK6Fo5o8A+FF8Kv6m3hmiLOFJCHFaa7E2sWP512R/80WXoXnDp55B5nkLiRk24rQKDQaTiTN+fB3DJk/n6388S03Rfpa88DS5a1cx+6Y7CAjr/8UhxfE7sDhu71xMeKwO6v+XB4BlWgx+6fJzIg44/iF7n3o/j7zg8L1JigJjLvEOBdvwEqx6Gsqz4LX53p6qOY8ctQDBwbJLGvlmdxU6BX4xMZyq6+8EIOL22w5bwru/NDfvIiv7elyuBgL8R5OR8Tomk3c+oaZpPLz2YaxOK6PCRnFj+o0oKOxt3Mua8jXcteIuFp+/mHDfI/9eekPUeUREzKWm5hv27X8Wu32PN0TNAr/lOtTlJbTkKvhGBBExPQjfWRfwmTOT+9YacVfqmPR9CC8lGQg/waryTrfK797/lkl+vyXctwF9FYQ9ayB0ziVE//5BdH6H7zXf+Mn75G9Yi80SQENwJGgqvxg5+8Qa0Q3Sny6EOC1V7d/LVy8+wyu3/4TV77yBrb4Ov6Bgpl56JTe/8G/Ov+tXxA5PO62C08GiUlK5+k9/Y8aia9EbDOzbuonX77ud7cu/QtO0/m7eKUvTNJrratmfvYWsrz4jb91qqgv34WprO/bOR9E53ym+5+c7aapG3eI8VLsbY4yF4AXdu2gVp4/jKhbhcXvnzgDaiPPxeBxH3tboA2f8Au7Kggk3gKLzBq+/T4FvHoTWxmOe7i9fe0P/JePj8Xv5WTyNjZjT0gi7qXeGfJ2IJus2tmZdg8vVQGDgODIz3+wMTgAfF3zM92XfY9KZeHzG4xh1Rgw6A0+d9RTJgclU2iv5xYpf4PQ4j34iVxtK/jIiN3zFlNX7GLPbisXuRjWDbYFK9Z/cNF+gYreZKP6kjeLXCjg3OIJXr59MgNnApsIGLnphDbvLrcf9Hlucbu54cxlTTb8h3L8efS1EvBJIwoNPEfvEn44YnAq3bWXNO28CsHKyd/hislklohcXgJeeJyHEacM7NG89WV99SlnuD4bmzV/I8GkzT/mhecdDbzAw9ZJFDJs8ja9fepaKgjyWvvICeWtXMeeWu/pskd9TVWuzldqSImpLiqhr/1xbUoTDbj/s9v4hoYTExBEcE0tITJz3IzqWoKjoY/7cdlTa642eJ+vyYpz7m1BMekKvSkMxyn1ZcYCqqpSVlQHdDE/F66ClDnxDKPCsoWTVLcTHX8fQlPvQ630Pv49/BCx8BibfAt88AHu/hbXPQ/bbcPZvvcFKf+gl79q9tawuqMWoV7jDWIZ1yZeg1xPz+GMoA+T/gsbGzWRvuxGPx0ZQ0AQyxv0Lg+HATZByWzlPbvKud/TzzJ+TGpLa+VqgKZDnZj3H1V9cTXZNNo+tf4xHpv9goV97Lez52htY964Al/fvjwJEtVmIbJlJdVQy+z0bsbOX5gVu7HNNWJaBujSL1ptvITk9nQ+u/gm37PGlsL6Vy/6xlr9ekcF5Y7r3f0Rji5M7Xl/KorDfYQm2oWuAmC/SSP73C5iHDDnifk3VlXzx7FNomopzVBj7Y72FPeZF9u56XIp2Gt5CtFqtBAUF0dTUROAPKnUIIU49nUPzli7BVuedtHw6D807EarqIevLz1j9zpu4nQ4MZjMzf3wdGedd0K8L/w4GrrY26kqLqSkpbA9JxdSWFGFvqD/s9opO1xmOWqyNNFSU09Z85Du5iqIjMCKic5/g6FhCY2IJjokjMCICZ4vKv375PQA3/+1MTL49d9+0raCR2n/tAA1CfzwCv4xuLn4qThuVlZX84x//wGQycf/996M7VlGHL38DG/6BbfxFbPBfB3gXHvf1TWbUqKcIDjrGWnSa5l2E9esHoNbbq0T4CJj3OKTO7qz2pmkal760lq3FjdyYEc6P//4r3DU1hN18M5H33XuS77pn1DesY/v2W/B4WggOnsK4sa9iMByYT6RqKrd8cwsbKjeQGZnJa/NeQ3+Yv8drytZw+/LbUTWV+yffz9URkw+UEy/ZAAct7k5ArLfYw4gFkHxGZzlxTVOprvmK/fufw273LkWgc5uwLFOwfKOia1MwpqXx9og5vEYCmqLj3jnD+fms1KP+/1plbeM3z77PVcmPo49zomuClH2XkfDzP6IzHXn8n8vRxuLf/4qaov0EJyXwfNoaauKfxGOM4Y30IcwNDzqu7/XxZAMJTxKehDhlVe3fS9ZXn5G75kDVPN/AIMbNmc+42fNPuap5faGhspylLz9Pye4dAMQMT2Pez+4mLL6ba7ecwjxuFw3lZe09SMXUlhRSW1JEU3WV94LuMAIjoghPSCQ8MZnwhCTCE5IIiY0/pCep1dZMY0U5DZXlNFSU0VBe1v51+SELNR9MbzDgFxyBvckPH/8IZlw2kZCYWIJjYvEPCTupmwYem5OqZ7eiNrvwmxhF6GXDT/hY4tS1adMmvvjiC1JSUrjuuuuOvrGmwd9Gg7WM7DlnUefYRVBgJm2OChyOSkAhMfFGUob8Ar3+GMOyPG7Y8hqs+BO0tt+oGDoL5j4OUaNYnlPFjf/ZjI9Rx5K273B89gmmIUMY8vFH6Mz9v6hzXd0qtu+4FVV1EBo6k7HpLx3S87Y4dzF/2vAnfA2+vL/wfRIDj1BSXfXwn7WP8Ze976PT4KXKaqYfPBQ4eqw3LI2YDzHjjlpOXNNUqqu/ZH/h8weFKDOW5QqWrz3o2hQaY5L4e/yZrIlNZ8HYOP5y+Th8TYeGusJaO88/9AwLx7+OZ4iKzqYw2vIQkecevcKhpml8+cLT5KxeiW9gEDnn+7Hclkd93HPogNyZ6QQaju+mnoSnY5DwJMSpS/V4yN+4jqyvPqMsd1fn81EpqWSet5AR08+UoXknSVNVti//mlVv/Rtnayt6g4Fpl13FxIWXoDec+qPBNVWlqbqqc5hdbUkRtcWFNFSUoXo8h93HLyi4Mxx1BKWw+ARMvidXNlzTNFqaGmkoL6O+oozGjnBVUU5jVUXnTYPDMZp9CI6OOTAEMCbWG6yiY/ENCDxqsNJUjdrXduLIb8QQ6UfknRnoDnNxJMSHH37I9u3bOeusszjnnHOOvnHZFnh1FvVhAWSNNqMoBqZO+QqjMYz8/MeoqPwAAD+/FEaNfIqgoMxjN6C1Eb7/C6z/B6guUHRo46/nyoJzWV+l48EoKzNefhQUhaS3/ovf+PHHPGRvq639lu077kDTnISHzWLMmBfQ67sGuiJrEZd/djmt7lZ+N+V3XJl2ZdeDOGze4Yt5X8Ker9Ba6/l9eCifBPgT4FFZbEgmKe1ibznx4OO/+XWkEOW/XMGvPUQVB0Tx9ojZ1E2cySs/mUxs8IHwt3tfNd/d+2vGzF+Nc5iG0qYnM+2fhKScecxzb13yCSv+8yqKTsfo26/ml/sew2U5g8awnzEuwJevJx5ake9YJDwdg4QnIU49RxqaN2zKDMbPX0jMsNO3+ENvsdbWsOzVF9ifvQWAyOShzLvtbiKTT42CAZqmYW9soLa4sOvcpNJi3I7DT2I3+fp1hqSwzrCUhF/g8Q0h6Qmq6sFWV8fy19dSvGsfUckqJnMzDZXlNFVXoanqEff1sfgfNL8qlpDo2M6AZfL1w7qyBOtXhShGHZF3ZmCMOvHSxOLU9txzz1FfX8/VV1/NsGNVr1v2MNrqv7FpejLNBhvx8dcyYvjDnS/X1q4gJ/d3OJ3VgI6kxJsZMuTuQ4LFYdXvg6UPdVbya9Z8ec21kHnr9qJWVBBy7bVEP/C7E3+jPaS6+it27robTXMTETGPMaOfQafrOnzNo3r4yVc/IbsmmynRU3hl7ivo3E4o3wpFa6FoDRSuhoMLRPgE4xw2h59q5WyzlzAkaAhvLXiLANPJFZHRNA/V1V+yb//ztLQUAKD3mLEs1+H3lRtdm0KJfwSfj53P9Q/exISUCDav3EzdA/fhd3UZzjQNndvE+ElvExRy7DBcsnsH7/3xATRV5azrbuQpdTE59TlEpvyJXe4Ebk+I5A+pscf9PiQ8HYOEJyFOHdWF+8j66jNyVq+UoXn9QNM0cr5fwYrXX6HNbkOn1zPpwsuYeumPB1UPX5vNRm1pEbXFXQs4tNmaD7u93mgkLC6R8IREb0hK9AalgLCIARfSFz+6gfpyO+ffPpbksd5SxR63i6bqahq69FaV0VBRQXNdzVGPFx+WxvTAhSjoqE+uxzA6kKDIaIKjovELCh5w71/0H7vdzp///GcAfvOb3+Dre4SCD+AdsvfCRCp1JewaGYBe78/0acsxmbqW13a5mtiT/yiVlR8DYLEMY9TIpwgMHNutNrn3r2bvm3cxQt1L5ZZAGvL9MUaGkLLkG3T+vVPKv7sqKz9ld84v0TQPUZEXMGrU0+h0h/bmv7bzNf665a9Y9GY+DJ9FbPl2b6/dD6vphQyBtPO9w/ESpoLeQG1rLT/+/MdUtVQxM24mz896/rDzpI7XkUKU33I9lq9c6NoUyi3hNE8+g6S1n2O/sRXHGA0dZjInvHnsuWxAc10t//3tPbQ0NZI24yw8C0bwwJoH8Df6405+lRKHm/+OTWF22PFf20t4OgYJT0IMbqrH07mg7WGH5k2bieEoE01Fz7M3NrD83y+Rv2EtAGHxicz92V3EDk/r03ZomobL0YbDbsdht9HWYj/wtd2Oo8WGw26nzW7rfL6hsrxzja8fUhQdwTGxRHT0JLWHpOCoGHQDaPHMI3G7PLxy9yo0VeP6J6bjH3Ls8r0uRxuNVZWHzK1qrCzH1dzKvLgbsBiCKLTtYkPN5132NZjNBEVEERQVTXBkNEFR0QRFRhMUGUVQZBTGXiwfLAae3Nxc3nnnHSIiIrjjjjuOvnF1LupLU1g3KZQ2Hx0pKfcyJPnI+9TULCM37wGczloURU9S4i0MGfJzdLqj90K9u6mY+z/Yxi9sXzBn2XcAJJ5di2VSJsx7AuKPfRHfGyoqPmB3zm8AjZjoSxg58v9QlIP+xtiqoWgtBfu+4Yq673Ep8GhNHT+yHVSd0xIJSdMgcTqknAURaYedv7SrbhfXf3k9Do+DG8bcwL0Teq5AhqZ5qKpewv79L3SGKJ3HB9M3CsFL3ShOaLjJTVuGhk4xk5HxGiEhU455XLfLxbsP/4bKgj1EJA3hkocf50dLLqXSXsn1437FXxrGolcg74x0/I9zvhMcXzY49QenCyFOGS3WJnZ8+w3bvlnSeXe8Y2he5nkLT+t1mfqbJTiEC+/9HXs2rGH5v16irrSYxX/4FRMWXMiMRdce10Wz2+nE0dIRcNrDTpcQZMPR8bjFTpvN1hmKHC32I847OpaA8IhD5iWFxsYP6iBeX25HUzV8LEYswd2bBG80+xCRmExEYnKX5zVNo/a/u3DsakD10zBOCGVM3Vyaqitpqq6kubYWt8NBXWkxdaXFhz22JTjEG6baQ1VwVHuwiorGPzgU5ViV2MSgclyL4+Z8RmmsD20+OsymKBITfnrUzSMiZhMcPIG8PY9SVfUphUUvUVO7vL0XKv2w+zjcHp5dlo/R4+GMHd4L+6AZw7AkNHqrzv1zFqRfDuc+dELzgE5UWdlicvN+D2jExi4ibfgfURqKvWXbi9Z6P9cV4AIeiI3CZTYzs6WVi43hMO4iSJru/QhNOWqxhw6jw0bz2IzH+NWqX/HaztcYFjyMhUMX9sh7URQ90VELiYpc0B6inqelZS9t86Fithm1DPTJGopiYuy4V7oVnAC+/fdLVBbswcfiz4X3PcD/9r1Ppb2SaEs0MRHzoKGCcQF+JxScjpeEJyHEgNcxNC939Xe4Xd5hCb6BQYybfR5j58wnIPTIq6aLvjV8ygwSRqWz8j+vsvv7FWz54hMKNm9gysVXoKlql+Bz4Gtbl8dHK3LQXTq9HrPFHx+LBbOfBbPF3/vYz4K5y3MWAsMjCU9IxOx36s3b6VwcN8H/pG8stGytxrGrAXQQ9ZMMEhO73p31uF1Ya2toqvKGqcb2z01VVTRVV+JosWNvbMDe2ED5npxDjq83GgmMiCK4PUx1hKzg9p6rky2uIfre8SyO69rzCfsTvf/GKSm/OPKaTgcxGkMYM/pvREaeR27u77Hb97B5y6UkJd3GkOQ7Dpkr9PaGYsqb2rhz37f4VpVhiIwk6m//BWzw7WPedaF2vAc5n8G0O+GMe8Dc8wtLH6yk5D/syX8UgHjjBIbvKEf5YjQ0V/xgS4V/xqWy2+QgUO/Dw5csRokac8LnPW/Ieexp2MOrO17l4bUPkxSYxNiI7g197I4uIarqC/YXvkBLy170yaAoBsam/52w0DO6dazty75ix7ffgKJw/l2/giAf/rn8n4B3bavlVu8c1OnBfTPsUsKTEGJAUj0eCjavJ+vLzyjN2dn5fOSQoYyff6EMzRvAfAMCmX/nfYyYcSZLX/07TVWVfPPyc8d1DEXReUNOe9DxhiD/zsDTGYIs/vhY/NvDkKX9NX8MZrP0QgK1Je3hKf7kLircta00frIXgMA5SZgTDx3WojcYvYUlog8/WbvNZvtBqKqksb3XylpTjcfloqG8lIby0sPu7xsY1D78r6PH6kDvlX9YmKw3NsB4PB7Ky8uBbvQ8NRRRaNqL2+iHxTeFmJhLjutckRHzCA6aRN6eh6mu/oLCwheorV3GqJF/JiBgFAAtTjd/X1HAsIYSFuxeDkD0ww+hDwwEAuHiF72L7H79ABSt9lboy3oTZj0IGVdDT/58uZ1QkU3Rvhco8KwBILGkhdT9X9P5V0tnhNjMzmF4OQEhvLLsVtDggemPEHkSwanDnZl3UtBYwIqSFdyz4h4Wn7+YKEvUSR/3YIqiJzr6QqKizqeq6guqqj4jLu4qwsOPUXmxXfmeXJb/+x8AnLHoWpIzJvDkxidpdjUzImQE5w85n0c35AIwQ8KTEOJ0pKoeti75lK1LPu06NG/ydDLnXyhD8waRlMxJ/OQvL7Lug8VU7cvH7Ne1J8inPfx4w5H/QWHJH5OPjwzh6gG1pd6CF+EJJ373XPOo1L2Ti+b0YBoSRMBZJzacycffHx//VKJSUg95TfV4aK6r6RKsmqq9PVaN1VW0NVtptTbRam2ismDPIfvr9AYCIyIIiowmPDGZ1IlTiB0xUgJVP6qqqsLlcuHj40N4+NFHB7TufouSOG9PU+qw33Wd69NNJlMo6WOeo6r6PPLyHsJmy2XT5h+RnHwHyUm38dqaIhqtLTyx/T0UTSVwwQICZs3qepDYDPjJ55D7BSz9vbdC36c/hw2veBfZTTnruNsFeMuGl246MAyvdDP7Y2Ffsre3O7mohZRyBSXlbO98paTpEDcBTN6eOKfHye8+X4RbczMnaQ7zh8w/sXb8gE7R8cTMJ7hmyTUUNBZwz4p7eO281/Ax9PzcxI4QFR19Ybf3sTc28Nlf/4TqcTNs8nQmX3w5JdYS3sl7B4B7J95LqcNNaZsLgwKTg/pm9ICEJyHEgOF2OvnyhafZs8F7J06G5g1+Zj8/zr72xv5uxmlJU7UDw/ZOoufJuqwYV6kNxcdA6KIRKLqev3mh0+s7e5IOx9Fi94apjt6qjpBVXUlTdTWqx01jZQWNlRUUbc9iy+cf4RcUTOrEqQybPI2EMWPRGwZP9cdTQceQvfj4eHTHuBGyr+5/aP4KIbpEwsLOPqnzRkUuICR4Mrl5D1FT8xX79z9LVdVSPt18MVfs2U58Qzn6kBCiHnzg8AdQFBh5AQybC5tehe+ehKod8MaFMHw+zP0jhA9D9XhQVfXwVUVb6g8EpaK1ULENNO9cTA3Yl+xHYccQRcN0hsy9x7tQrf7wP6MvZr9IQWMBoT6hPDj1wR69gWgxWnhu1nNc9cVV7KzbyUNrH+L/Zv5fv9+k9LjdfPa3/8PWUE9oXALn3X4PiqLwbNazuFU3M2JnMD12OosrvMV+MgMsWPpgvhNIeBJCDBBtNhsf//mPlOXuQm8wcPZ1NzPmnDkyNE+IE2Sta8XV5kFv0BEcfWLzhRz7Gmle6b0IDrk0FUM3i070NLOfhcjklMOuIaaqHmz19e1DAiso3b2TvVs20NLUyPblX7F9+VeY/SykjJ/EsMnTSR43HqOPVP3rbd0tFmGt+p5Kf28PaerwngkGJlM46WNeoKr6c/LyHqalZTf3ZeYSWK5D26MQ9eADGEJDj34Qgwl18q1Yo2fRuOx5GnaupGFVHo3Lf0KDEoW1xYOmaoTExBIeG0WExUM4VUS07iTQuvvQug1BCWiJUymIaqXYud77flPvJynx5qM2Y1vNNl7b9RoAf5j2B0J9jtHuE5AQkMBfz/4rt3xzC0v2L2F4yHBuTO/fm17fvfkvynJ3YfL146JfPoDJ14/tNdv5uvBrFBR+MeEXAKxp8N4gmh7Sd2XmJTwJIfqdtbaGD594iLrS4vY/lA+SOKbnJq4KcTrqmO8UFmdBrz/+IZBqi4v6d/NAA7+JUfilR/R0E3uETqcnMDyCwPAIEkalk37OXDxuNyW7d1CwcS35G9fR0tRIzuqV5KxeicFkJnnceIZNmU7K+En4WPp3bZ9TVXeKRWiaRkHuwwBENfsRGHtuj51fURSioxaiGjN5Z+nPGRexHftCFfeMQBLOPDB0VFU9NNfW0FBZQWNFOQ2V5e1rn3kXk1Y97vYtDw7uB9ZTqi8vpb68lAODScMw6aYR7q8SERVO+NCRhKefQfjISRSVPU1p6RsADB/2BxISrj/qe2h1t/Lg6gdRNZWFKQs5N7Hnvj8/NCl6EvdPvp/HNjzGs1ufJTU4lbMSTnCY4knavepbsr76DID5d95HaGw8mqbx9OanAbhw6IWMCB2BpmmsbfT+neur+U7QB+HpxRdf5M9//jMVFRWMHj2aZ555hpkzZx5224qKCu677z62bNlCfn4+d911F88880yXbV5//XVuuOGGQ/ZtbW3FR+4kCTHo1BQX8uETD2Grr8M/JJRLfvsIEUlD+rtZQgx6JzNkT9M0Gj4qwNPkxBDuS/DCoT3dvF6lNxhIHptJ8thMZv30Vir25JG/aR0FG9fSVF1FwaZ1FGxah06vJ2H0WIZNnk7qpKlYgkP6u+mnhObmZhobGwGIi4s74nb19ato8BSiqBpDQy7tlba8uqaJpv+lMD0gF/vlLhyhVjZuXEhb2Tiqs0NoqqrG43YfcX+90UhwVAzB0bGExMQSom8meN8HhLR4K0bWOizUOvyp0cVT6/CnrsmJUzVQboVyqxXyN8BX64mfWUn4qEY0DYzNF2AvGUKdUkxITNwR14x7butzFFoLifSN5DeTf9Mr35+DLUpbxJ6GPfxvz//4zfe/4a0FbzE0uG9/96v2FbD0lRcAmHrpj0md6C1lvqJkBVurt2LWm7kz804AitqclDtcGBWFiX003wl6OTy9++673HPPPbz44ovMmDGDl19+mfnz57N7924SExMP2d7hcBAREcEDDzzA3/72tyMeNzAwkLy8vC7PSXASYvAp2bWdT/7yOI4WO6FxCVz6u0cIDI/s72YJcUqoLTnxYhEtm6to3VELOoXQH49AZx68hRd0Oj1xaaOISxvFWdf8lJqi/eRvXEvBxnXUlhRRtD2Lou1ZLPvXi8SNGNkepKYRFNmzVccGMpfTgU6n67F5YR1D9iIjI494faZpHgry/wRAQlkrvudfc1Ln1FSV5vq6zl6jxqoKKopLUHfmkaBrYk3rUAzvu0iYWUlQsg2f+K2EmXywr4gFm4WgqBhCYmK9ISn6QFgKCA0/tHiNeifs/AAaCgmIn8iQ+Mlg9t6k8LjdNJSXUlNcSE1xIbXF+1AilxKY3IimQvF3MTTs2Qs8BXjDWVhcIuGJSUQkJhOeNISIxGR2txXw35z/AvDIjEcIMged1Penu+6fcj/7mvaxuWozP//25yw+f3GfnbvF2sSnf/0TbpeTIZkTmX7ZVQC4VBd/2+LNBdeOupZoi3duZMeQvfGBfvidQO/6ierV8PTXv/6VG2+8kZtuugmAZ555hq+//pqXXnqJJ5544pDtk5OTefbZZwH497//fcTjKopCdPThJ5UejsPhwOFwdD62Wq3d3lcI0Tvy1n3Ply88jcftJnbEKC7+9e/x9e/d9TSEOJ2caM+Tq6aFxk/by5LPTcIUf+r8XiqK0jl3asYV11BfXkbBpnXkb1xLZcEeynJ3U5a7m5Vv/JPI5KEMmzyNYVOmExqX0O8T6HuCx+2ivqyU2uJCakqKqC0upLa4qEtlU4PJjNFsxmj2wWA2YzSZvZ/NZgxmH4wmM0Yf82G3M/r4YDCZ2ZXnHcQWERJMY2VF5/NGs7mzl6Wi4iNsLQUYXCrJLQkQfmgVxh/SNA1bQ91Bw+sqvEGpspzGqkrcTsch+wQCqk5BAQKCk1FqpqEE1kPIt1giWxn141JShtxDUtJN3a/yp9PD2CsO+5LeYPAusp2YzAjVxe7dv6SquhrQExtyD2EzEqhJKOz83rscbVQX7qW6cG+X4zjNGnP9IwlPTCZ4TytVjgJC4xMwmnp33qFRZ+SvZ/+VK7+4kpLmEu777j5emv0SRl3vFlxRPR6+eO7PWGuqCY6KYcGdv+wMrR/lf0ShtZAQcwg/HXNg8eQ17UP2+mp9pw69Fp6cTidbtmzh/vvv7/L83LlzWbt27Ukd22azkZSUhMfjISMjgz/+8Y9kZmYecfsnnniCRx555KTOKYToOVuXfMKKN/4JmsawydOZ//P7ev0/BCFOJ602J7YG74Vk2HGEJ82tUv9OHppLxZwSRMCZx1ifZ5ALjY1j8kWXMfmiy7DW1lCwaT0Fm9ZRuntn5wXtmv/9l5DYeIZNmsqwydOJGjpswAcpTdOw1lRTW+K9QPf2gBTSUFGG6vEccT/V48HZ2oKzteWkzt+SNAL8Ati74muKP367y2t6gwGjn4HUi3Zh8IO67BDeK0vB+NiD3oBm8gYyb1gzo6mqtxhIRTkNVRW4HYcGpA7eqo1RBEfHoguKYMPK7czfuwk/dIz54AN8kpI6t21zVJKb+wB1dSvZu+8pamqXMmrkU1gshxYlORGq6mTnrnuoqfkaRTEyZvSzREbO67KN971VUVNSSG1RITXF+6ktLqK+ogyTQyHW4Qt1VXyd5e1YUBQdwTGxRCQme3upEpOJSEomMDyyR5d2CPEJ4blZz3HNkmvYULGBv2z6C7+d8tseO/7hrH7nDYp3ZGMwm7nolw/g4+/9u2V32fl79t8BuHXcrQSYvDdzNE1jTYO3d31GHxaLgF4MT7W1tXg8HqKiunZ7R0VFUVlZecLHTUtL4/XXXyc9PR2r1cqzzz7LjBkz2LZtG8OGDTvsPr/97W+59957Ox9brdZurXYthOhZmqqy6u3X2fzZhwBkzDufc35yi6zFIkQP6+h1CorwxeTT/f/qrUuLcJXZ0PkZCOmlsuQDVWB4BOPnL2T8/IW0WJvYu2UDBRvXUbQ9i4byUjZ+8j4bP3mfgLAIUid7g1Rc2qh+//vVamtu78VoD0olhdSVFOFsbT3s9mY/C+GJSYQnJLf3kCQRFpeAotPhcrThdjhwtX+4HQ5cTscPnm/D7ex4ve3Ado629m0dFBi9F7MWvQ7NxxeXow00DfAOawtLqcTg58TZbKRwWzSaxwZV2d16v4pOR1BEFMEx3gWZO+ciRccSGBHZ2bP1238s5bJdr+LndhD1wANdghOAjzmacWP/SUXFB+zJ/yNWaxYbN13A0JT7SEj4yQmtNdXB43GwY+cd1NWtQFFMjE3/O+Hhsw7ZTtHpCI6OITg6hmGTpgGwumw1d359O8HNRu5L+hn+jXQOAWxrtnYuJL1n/erO45h8fQlLSGoPVUO8/76JySdVDGV4yHCemPkE96y4h7dz32ZYyDAuG37ZCR/vaPLWrWbTpx8AcN5t9xCemNz52ms7X6O+rZ7EgEQuH3555/P7Wh1UOd2YdQoTA/tuvhP0QcGIH96d0TTtpO7YTJ06lalTp3Y+njFjBuPHj+f555/nuecOv4K92WzGbJa72kL0J4/bxdcvPUvO6pUAnPHj65h88eUD/g6uEINRR6W98ITuXzy1FTTSvMo7VyXkkmEYgk7f/zf9AoNIP2cu6efMxdHSwv7szeRvXMf+rZtorqsh68vPyPryM3wDgxg6YQrDpkwjcUzG4df86SFup5O60mJqS7w9SXXtw+5sDfWH3V6nNxAWF985hKwjMAWEhR/x725PVB4sLS2l4J//xNfXlztf/DeKoqBpGh6XC5fTQYutgu25l6KqkLSvlZHDa3AteLYzqHUJb842NFXz9iZ1BqQo9IajX77uLmti5Nt/x8/tQBszlpCrrzrsdoqiEBt7GaGh08nJ/R319d+TX/Anqmu+ZtTIJ/HzO/7iRR5PK9t33EZ9/ffodGbGpr9MWNjhC6X9UJOjiYfWPoRHrzF/2hUsnHxL52uapmFvbKC2aH9nT2JNcSF1pSU4W1up2JNLxZ7cLsfzDwsnPCGpy8fxDP07N/Fc7sy4kxeyX+DxDY8zJGgIE6ImdP+b0Q21xYV8/dIzAExceAkjph34XlW3VPPGbm91wnsm3IPxoHWwDp7v5NOH852gF8NTeHg4er3+kF6m6urqQ3qjToZOp2PSpEnk5+f32DGFED3L0dLCp08/TvHObej0eub+7C5Gn9V7JVeFON11Fovo5nwlj91F/f+8Zcktk6PxHSOLUncw+/mRNv1M0qaficvpoHhHNvkb1rF3ywZarU3sXPENO1d8g8nXl5Txk0mdNI0hmRMw+fie0Pk0VaWxurKzJ6ljflJjRTmaph52n8CIqAMFBxK8vQ4hMXHHDBm94eAS5R0hTVEUDCYTBpOJ4vK/oqotBLgDGNm0H2XaNTB5eo+24cu//psF1Xm49UaGP/V/xxzS5uMTS8a41yiv+B/5+X+iqWkLGzZewNChvyQh/noUpXsX5263nW3bb6axcQM6nS/jxr1KaMi0brf7yY1PUt1STVJgEneNv6vLa4qi4B8Sin9IKMkZBwKMx+2moaLMG6iK9nvDdVEhzXU12OpqsdXVUpi95aDj6AiOjiYs3vtz0hGqQmJiD1v175axt1DQWMBXhV9x78p7WXz+YmL9Y7v9no6mzW7jk6cfx+VoI3HMOGZe2bV0+4vZL9LqbiUjIoPZibO7vLams0R538/J7LXfKpPJxIQJE1i6dCk/+tGPOp9funQpF110UY+dR9M0srOzSU9P77FjCiF6jq2hng+feIiaov0YzT4svPe3DMno2TtXQoiuOotFdKPnSdM0Gj7MR7U6MUT4EnRBz8z5OBUZTWaGTpjC0AlTUD0eSnN2dlbuszXUk7vmO3LXfIfeaPSuJTV5OikTJh+xGE5LU2N7L0JR+/ykQmpLi484r8fHP6CzBymiszcpCZPviS2C3BuOtjhuS0shZWXeOVCpBQ0oAGkX9Oj5t2QVMPObNwEw33QL5pTu9R4pikJc7CJCQ84gJ/d+GhrWkp//GDXVXzNy5JP4+SUddX+3u5nsbTfS1LQFvd6fjHH/Ijh4Yrfbvbx4OZ/t+wydouOxGY/ha+he+NYbDJ0BiBkH1mVqs9uoK/H2VNaWFFFXUkRNSZF36F+FtyJhwaZ1XY4TGuvtqQw7qKcqMCKSR2c8SpG1iJz6HO769i7emP8GfsaT+5nTVJUvX3iaxsoKAsIjOP/uX3cJbwUNBXxU8BEA9028r0tvaZf1nfp4vhP08rC9e++9l2uvvZaJEycybdo0XnnlFYqLi7n11lsB71yksrIy3njjjc59srOzAW9RiJqaGrKzszGZTIwaNQqARx55hKlTpzJs2DCsVivPPfcc2dnZ/P3vf+/NtyKEOAF1ZSV8+MRDWGuq8QsK5pL7HyYq5dgVlYQQJ87t9NBQ6Z3w352eJ/vGStp21YFeIfTHaehMMgexO3R6PYljxpE4ZhyzfvIzKgr2dAapxqoK9m7ewN7NG1B0OhJGpZM6eRoGk6mzN6m2pIiWpsbDHttgNBEan9ClJyk8MRlLcMiAH+p8tMVx9+57Gk1zE+YzhtDqlWCJhITJPXZuTdMo/P3DjHK1Uhs7hDN+futxH8PXN47MjDcoK19MQcETNDZtYsPG80lN/TXxcdccthfK5Woie9sNWK3bMBgCych4naDAcd0+Z31bPY+uexSAG0bfQEZkxnG3+4d8LP6dJfo7aJpGS1Nje1jv+CikrqQYl6Otc27VwUy+voTFJ3JVzAQ+bqynrLaIPxju56n5z6DrZo/c4az7YDH7tm5CbzRy0X0P4BfYtRz6X7f8FVVTmZ04+5DvR36LgxqnGx+dwvjAvr9x0KvhadGiRdTV1fHoo49SUVHBmDFjWLJkCUntk/YqKiooLi7uss/BVfO2bNnC22+/TVJSEoWFhQA0NjZyyy23UFlZSVBQEJmZmaxatYrJk3vul08IcfLK8nL4+KlHabM1Exwdw6W/+yPBUd1fYkAIcWLqK+xoqoaPvxFLsOmo27qqW2j6fB8AQfOSMcX1/V3cU4Gi0xE7PI3Y4WmcefUN1JYUkb9hLQUb11JTXEjxzm0U79x2mB0VgqOiO4s3RLRP9A+Ojun3QhQnoqmpCavV2j6XKPYHr2VTXb0EUEhtaB8Wmna+t+x3D9n0n/cZVbAFt6Ij6cknUE5w2KKiKMTHXUVY6Exycu6noXE9e/Y8QnX1V4wa+SS+vgeCodNZT3b2T2i27cJoDCEj43UCA8Z0+1yapvHY+seob6snNTiV2zNuP6E2d4eiKFiCQ7AEh5A0NuNAG1QVa221N0wdFKzqy0q986ny8yA/j3R8SMcHNu7jb+9dRsKQtM7ez/CEJMLikzD7HTvM7N2ygXXvLwZgzs13HnJTdUPFBr4v+x6DYuCeCfccsn/HkL2JgRbMPVhlsLt6fTDs7bffzu23H/4H4fXXXz/kOa29GsuR/O1vfzvqArpCiP5XsHkDXzzzJG6Xk+jU4fzoNw8dcldJCNE7OotFxPsftZfCW5Y811uWPDUY/zPi+qqJpzRFUTpLSU+//CoaKyvI3+QtNqHodJ3FGyISkgmLT8R4hEVkB6OOIXtRUVFdCnVpmkZ+gXd9z5joS/D/wjsci5ELe+zc7voGePbPAOSdewmXTep+z8+R+PomkJn5JmVlb5Nf8H80Nm5gw8YFpA69n7i4K3G66snKuha7fQ9GYxjjM9/E33/EcZ3jy/1fsrRoKQbFwONnPI5Jf/QbHr1B0ekIiowmKDKaoROmdD7vcbtprCw/0EtVXEjhvt246ppQWpyU7NpOya7tXY4VGBHpDVIHF6mIjcdg8r6v+vIyljz/NOCtuPvD+c+qpvL0Zu/rl4+4nKTAQ4dL9leJ8g59P5NQCHFK27b0S5b/6yU0TWVI5kQW3nP/KXVxIMRA11ksIuHoQ/aavi7EVW5H52cg9Irhp1VZ8r4UHB3DpIWXMGnhJf3dlF53pCF7tbXLaGrajE7nQ4rPWWB/GcxBkNy9KnTdkf3bhwhobaYkMIozH/l1jx1XUXTEx19DaOhMcnLvp7FxI3l7/kB1zVc4HFW0tOzFZIpkfOZ/sViGHtexa1pqeHzD4wDcMu4WRoWNOsYefUtvMBAWn0hYfGKXKnhPrX2CJZvfJ9Ju4cfhC9FqmqktKcJWX4e1phprTTX7tm7q3F7R6QiJjiU8IYma4v04W1uIHTGKs6+76ZBzLtm/hJz6HCxGC7eOO3TYZZf5Tn28OG4HCU9CiB6haRpr33uL9R+8A8CYc+Yw5+Y7D1u9RwjRezqLRRxlcdy2/AZs35cBEHLZcPSBp29ZctFzOsLTwcUiVNVNwd6nAEhMuAGf/LXeF0acB4ae6WVpWrESy3dL8aBQdOO9zA3r+Qpsfn5JjM98i9LSNyjY+2caGrzvw2yOYXzmf/HzSz6u42maxsPrHsbqtDIqbBQ3pR8aJAaqe6f+ir32QtaWr+UflqUsvmYxYb5htNls3sIn7YUqOsrpt9lt1JeXUl/u7Zm0hIRy4b2/RW/oWtrf4XHw/NbnAbhxzI2E+oQecu5cexv1Lg++Oh0Z/TDfCSQ8CSF6gMftZtk//87OFUsBmHrplUy//KoBP7FZiFONpmrHrLTnsTmp/98eACxTY/AdFdZn7ROnLpfLRUVFBdC156m84n+0tOzDaAwlKfEW+OwM7ws9NGTPY7NR9MAfMAJfjjiLW66d3yPHPRxF0ZGQ8BPCws4ib88juFyNpI95AV/fQysLHsvHBR+zqnQVRp2Rx2c8jlHXe2uE9TSDzsBTZz7F1UuupshaxL0r7+Wfc/+Jj78/8SPHED/ywJyvzvWp2oukNFVXMfbceViCQw457uKcxZTby4n0i+SaUdcc9twd850mB1kw9cN8J5DwJIQ4Sa62Nj575v/Yn7UZRdEx+6bbGTv7vP5ulhCnpabaVlwOD3qjjpCoQ+/KappGwwf5qM1ODJG+BC04/kVAhTiciooKVFXFYrEQEuK9MHa7bezf/ywAQ5LvxFBbCI1FYPCFoT2z1l/lU3/GWF9DuSUM/9vvIMiv90OIn98QMjNeP+H9y23lPLnpSQB+nvlzUkMGXxXaIHMQz816jmu+uIat1Vt5fMPjPDTtoUNumnZZn2rc+CMer8nRxCs7XgHgzow7j1iqfW1D/5Uo79A/kU0IcUpoaWrkf4/+lv1ZmzGYzFz4ywckOAnRjzqKRYTFWtDpD/0v3r6hgraceilLLnrcwUP2Oi6gi4v/hdNZi69vEnFxV0LOZ96NU88F08kPubJv2Ij1f/8D4LVpV3H9OWknfczepmoqf1jzB+wuOxkRGVw36rr+btIJSwlK4ckzn0Sn6Pgg/wMW5y4+4WO9vP1lmp3NDAsZxoVDLzzsNqqmsa6f5zuBhCchxAlqrKxg8R9+ReXefHwCArn894+ROnHKsXcUQvSa2tIjF4twVdlp/Hw/AEHzh2CKlbLkoud0VNrrGLLncFRTXPJPAIYO/RU6nelAeBp5+Ivj46G2tlL+4IMAfJE8lXOvnI+faeAPqHo37102VG7AR+/DY2c8hn4QlqQ/2Mz4mdw74V4Antr0FOsr1h/3MUqbSzuD130T7jvi9yTH3kaD24OfXsfYgP5bGFrCkxDiuFXuzeft3/+SxsoKAiMiufLRp4gdPrK/myXEae9IxSI0l0r94jxwq5iHh+A/PfZwuwtxQjRNO6TS3v79z+HxtBAYmEFkxHlQWwA1OaAzwPB5J33Ommefw11SQo1vEEumXcpVUxJP+pi9rdhazN/+n72zDm/qftv458STSpq6O+5ugzFhGzLfYDC2sR9zd3d3d38nTNnGjA0ZMNxdSt09adK4nfePUwpF20JpC/lcV66kJ0e+SZOT732e57mf9VK7nTsH3XlQG+7OyJU9r+S8jPPwiT7uXnw3RZaiI2+0D29teAuv38uIuBGMShh1yPX2WJQP0wehbEd30IB4ChAgQIvI37SeH558EIfFTFRqOlOffoXw+JYXywYIEODY09jjab/Ik/nvfDwVNmRBSsIvDdiSBzi2mM1mrFYrMpmM+Ph4bLYcysqldLrMzAekNL5dDVGntDGgDTuq4zk2bcL45ZcAvNX/Em6Y0A+1omNHcHx+H48sfwSH18Gw2GFc1v2y9h7SMUMQBB4b8Rh9o/picVu49d9bsbqtzdp2W8025hbMRUDgrsF3HXbd9rYo30NAPAUIEKDZbF+ykF9fegqPy0lyn/5MefwFgg0HWokGCBDg+OOod2Orc4EAEQlBjcudWUasy8sAMFzaFXnI8W/CGeDEZk/UKTY2FqVSSU7uy4iij8jIMzGEDZFWakzZOzqXPb/bTdnDj4Dfz4KkQRh7DeaigR2/wfNXO75iY9VGgpRBPDXqKWTCiTUFV8vVvDH2DaJ10eSZ87h/6f34/L7DbiOKYmND3HMzzqV7+KFr1nyiyMo6GwAj29EsAgLiKUCAAM1AFEVW//IDf7/3On6fjx6njOWiBx5HrWu/nOMAAQI0ZU/Knj5Ki0oj1X74rG6MPzbYko+IQ9s9cLEjwLFn35Q9k2kNNTULEAQ5mRkNzWrNpVC6HhCg28SjOlbN++/jzs2lTh3MR33O485xXVEcxBylI5Fbl8vbG6X+RfcNuY/44BMzbTZKF8Vbp72FWq7mv5L/eGvjW4ddf0nJEtZVrkMlU3HrgFsPu+52qwOz10ewXEbf4Pade3TsT1uAAAHaHb/fx8LPPmDZd1KKxJDzLmb8zXcd0NwuQIAA7Ut1cYNZRKKUsieKIqYfd+O3elDE6AgL2JIHaCP2mEUkJCSQk/sCAPHxUwgKypBW2PWndJ88HEJiWn0c565d1H4smVC82/dCElPimNgnrvUDPw54/B4eXvYwbr+b0QmjuTDzwvYeUpvSK7IXT418CoDPtn3GH3l/HHQ9r9/La+tfA2B6z+nEBsUedr/LGyzKh4cFo2jntOOAeAoQIMAh8bhd/P7a82ye9ycIAqfNuI4xl1+N0E6N6QIECHBo9tY7SSktthVlOLNMoBCImNodQdmxa0ICdE7cbjcVFRUABIfswmLZjFyuIy31tr0r7fxNuu8+qdXHEb1eyh96GLxeVib0YVlCP+49uyuyDl6/9+nWT9leu51QVShPjHzipGgePyF9Atf0uQaAx5c/zraabQes83P2z+Sb8wlThzWuezg6Sr0TBMRTgAABDoHDWs9PTz9CztpVyBUKJt1+PwPHH729bIAAAdqGfZ32PBU26uZKtuRh49NQxgYdbtMAAVpNWVkZfr+f0FAd5eXvAZCcfB1qdZS0gq0WCpdLj3u0XjzVfvY5zh07cGmDeLvPhQxMDuO0btFHO/w2ZWftTj7c/CEADw17iGhdxx7vseTWAbcyNnEsbr+b2/+9nSp7VeNzdo+d9zZJn5Ub+t1AiOrA1gr74vWLrGoQT+1d7wQB8RQgQICDYKmu4rtH76Vs907UuiAufvhpuo04pb2HFSBAgEPgdfuoq5CKqSNjg6j9dhd4RTTdDAQFbMkDtCF7UvYyMktxOotRqaJITvrf3hV2zwXRD7F9wZDaqmO48vKoeecdAN7rdR4mTSj3nt29Q0dx3D43Dy17CK/oZVzKOCakTWjvIR1XZIKM50c/T2ZYJlWOKu5YdAcunwuAL7Z/Qa2zlqSQJCZ3nXzEfW21Oqj3+dEr5PQO1rb10I9IQDwFCBCgCdWF+Xz76D0Yy0oIDo/gsidfJKlnn/YeVoAAAQ5DbZkNUQRtiBLPilK8lXZkwUoMl3bt0BPMAJ2f4uJi5HI3wcGLAUhPux2FYp9I51G67Ik+H+UPP4LodlOc2Y95CQMZ3SWSERkRRznytuX9ze+TU5dDuCacR4Y/clJ+D4NVwbx12lvo1Xq21mzliRVPUG2v5ovtXwBw+8DbUcqPXD+9p7/T8LAg5B3gfQyIpwABAjRStG0z3z1+P1aTkYjEZKY+/QqRyanH7fiiKGKZO5fciZMoueNO/DbbcTt2gACdmZoGs4j0SA22leUAhF/aFXlwwJY8QNuxpzluUtI2wIpOl0lc3KV7V3DVQ+6/0uNWiifTN7NwbNwIWh2PZkwCQeCes7od/eDbkM3Vm/ls22cAPDr8UcI1J6/LZVJoEq+e+ipyQc4feX8w4+8ZOLwO+kb25ayUs5q1j45U7wQB8RQgQIAGdi1fwuznHsftsJPYozeXPfkSoZFRx+34zqwsiq68itI778Kdm0v9339TOONqvEbjcRtDgACdlZoSK2oB0urdAASPikfT7eSdsAU4PphMJry+auITdgGQmXkfMpli7wrZ88DnhohMiDp0D59D4S4poer11wFYNHYylVoDZ/WMoV9S2LEYfpvg8Dp4ZNkj+EU/k9IncWbKme09pHZnWNwwHhj6AABF9UUA3D347mZF4zx+kdXmhv5OAfEUIECAjsK6P37hz7dexu/z0mXYSC5+6Ck0wcfnJOWrq6Pi6WfIv/Ai7GvXIqjVhF91FfKwMJxbt1IwdSruhh4iAQIEODg1RfUM0MmRe/0oY4PQnxOwJQ/Q9hQXF5OSshm53EdY2FAiI05vusLOBpvqHudCC9Kt/C4XtZ9/QcEllyI6HIh9B/CyqieCAHd38KjTWxveosBSQLQ2ulEwBIAp3aZwaVcpKnlm8pkMjBnYrO221Nux+fwYFHJ6doB6JwDFkVcJECDAiYro97Pk609Z/+ccAPqfPYnTZlyLTNb2lsaiz0fdjz9R/cYb+OrqAAg5+2xi7rsXZUICYVOmUHzttXgKiyiYOo2kDz9A26tXm48rQIDOhugXCa60EaOSgVwgfGo3BGXg2miAtqekZBUxMbkAZGY+0DSS4HFKkSeA7s1L2RO9XsxzfqP6nXfwlkvpp6qMDN4acTliJVzYP4FusYd3ZmtP1las5eudXwPwxMgn0Kv17TyijoMgCDw87GHGpYyjX1S/Zm+3J2VvRFgwsg5Q7wQB8RQgwEmLze7kn/dfJ3+NZCE7etoMhpx38XEparVv2EDFM8/g2rETAHWXTGIefpig4cMb11Gnp5Hy7SyKr7se165dFF1xJYnvvE3QyJFtPr4AAToTxh21dFdK31v9xHSUMQFb8gDHB5//BwQBNOpT0IfuNyHOWwxuK4QmQPyAw+5HFEXqFyyg+o03cedKYkwRG0vULTezu/8Y5nyyFoVM4I4zu7TRKzl6bB4bjy5/FICLu1zM6MTR7TyijodcJmdE/IgWbbOnOW5HsCjfQ0A8BQhwElJrdfH83Q8QV5eDX5BhG3oxFakjqa53ER2qabPjeiorqXrlVSy/S+5LspAQom69FcPUyxCUBzruKKOjSfnqS0puvQ37qlUUXX8D8c89h/7c1vcKCRDgRMLv9mGbk4tcEDAqZCSMiGvvIQU4SaioXERQUAF+v4wuXe47cIU9LnvdJ8FhGqvbVq+h6rVXcW7eAoBcryfi+usxTJuKoFbz8ocrAZg8JImUiI57YeDVda9Sai0lITiBe4fc297DOSFw+/2N9U4dxSwCAuIpQICTDpfXx+0fzWdAXQ5+BH6LnkBxVSRffLsRgPSoIIanR0i3tPBjIqb8bjfG//s/at7/ANFuB0Eg7JKLibrzThThhy9ql4eEkPTRh5Q/8ACWv+ZSdu+9eGtqiLh6xlGPK0CAzo75r3xk9W6cfpG6LoaT0g45wPFHFP1kZz8PQG1tb6Kj90up9nkh6y/p8SFc9pw7dlD12uvYli0DQNBqCb/qSiJmzkQeIqXm/b2tnLUFJlQKGbed3nGjTstLl/Pj7h8BeGrkUwQpO67I60xssthx+P2EK+V0C2q7C7stJSCeAgQ4iRBFkUd+2YZz9wYAIrr25vGpF7Iqr5aVebXsKLeQV20jr9rGrNWSI84eMTUiPYJh6eFEh7TsBFa/eDGVzz+Pp1Dan7ZfP2IeeQRtn97N3odMpSL+lVeQR0Zi+vIrql58EW9VFdH33oNwmCuaAQKcyDh21GJbJdWFbLD76Jka2s4jCnCyUFH5G253Ll6vEoX8/ANXKFoBDiNowyG5aZqWu7CQ6jffwvJXg7hSKDBMvpTIG29EESU5vG4tMfPmwt0s2FkFwFUjUojVd5zJ875Y3BYeW/EYAJf3uJyhcUPbeUQnDnvqnUZ2oHonCIinAAFOKj5emseP60uYZs0BYOjpp9O7Zwxn9owBwGz3sKbAyKq8WlYdQkxl7BOZOpyYchcUUPn8C1iXLAFAHhVJ9N13oz/vvFYJHkEmI+bBB1HGxFD18isYP/8cb3U18c89i6AK9LIJcHLhs7gw/bQbgEIRqr0ikUkdt5A+wImDz+ciL/dVAIqLe9O710EsyBtT9iaAXJpqeqqqqHn/fep+/Am8XgBCJ00i6rZbUSUnA7ClpI43F2SzcJckmmQCXNA/gTvO7NrGr6r1vLjmRarsVaSEpnD7wNvbezgnFMv3EU8diYB4ChDgJGHhzkqen7uLcLeRCI8RmVxB5pCmVwT1OiXjesYwbj8xtTJXElM7KyzkVtvIrbbxzX5iakRGBMPSIoiQean54ANqv/g/8HhAqST8yiuIvPFG5Edpfy4IAhEzZ6KIjKTs4Uew/PEHPmMtCW+9jTw4kCYR4ORA9IsYf9iN3+5FHqNjS5YZBAiPD3wHArQ9JSX/h9NVhtsdRFlpd845O7HpCn7/Phbl5+GzWKj95FOMX36J6HQCEDRmNNF33ommRw8ANhfX8ebCbP7dTzTdcnom6VEda+K8LwuLFvJb7m/IBBnPjHoGraJjWGmfCLj8ftbuqXcydKwLQwHxFCDAScCuCgu3fbsRUYQLw6qhFFL7DzxiL6f9xVSd3c2afCOr8owHiqlVhZxWspHrdv5JmN0MgHL4SJIeewR1+rHtOaM//3zk4RGU3H47thUrKbrySpI++hBFZOQxPU6AAB0R67JSXDl1CEoZnuFx+LPMhEXrUGkCP+kB2haPx0RB4XsA5Of3QybTEBsb23Slso1QX4ZfFoxpcQE1nz6O3yz9Jmj79SPq7rsIGiqltm0qruPNBbtZlFUNdB7RBGB0Gnlq5VMAzOg1g/7R/dt3QCcYGy12nH6RKJWCrjp1ew+nCYEzbYAAJzg1Vhczv1iHze1jZHo48TuyqAO6j2i5jWqYTsVZvWI5q5f0Y7lHTO1cupbM7z4kvUKymC3XRfBhn/NYHdOTzF+LGJ5uZUR6JMPSw4kMPjYnweDRp5Dyf/9H8fXX49yxg4Kp00j++CNUqanHZP8BAnRE3KVWzP8UAKCflM7uOjcAkYkde6IZ4MSgoOB9vN565PIUqirTSE6OR6FoOpUUt/1KXa6OmqxIvJY3AFBlZhB9550En346giCwscjEmwuzWbyvaBqQwK2ndyEtsuNHUEVR5JlVz2B0GskMy+Tm/je395BOOBotysOCO5wRTkA8BQhwAuPy+rjhq/WU1jlIjdDx1GgDcxaWolCqyBg87Kj3H+yy0eeHD0j64QcQRQSNBtNFl7O89xlYiq1QbiGnykpOlZWvV0lpfl2ig5vUTB2NmNL26U3qt7MouuZaPMXFFEy7XGqm26fPUb+2AAE6Gn63D+N3u8AnoukVQdDQWGo+2wFAZFJAPHV0nM4y5PIglMrO2TjV4SimuOQrAGy2cwA7iYl7U/ZEUaT+n3+ofmI27rowwI0iLo6oW29Ff/55CHI5G4pMvLkgmyW7JdEklwmNkab9RVOt28vsSiPbrU4Ghuo4LTyEZG3HiED8uPtH5hfORyEoePaUZ1HJA3W3x5qOWu8EAfEUIMAJiyiKPPjzVtYVmgjRKPh0xhBK5/8EQNrAwai0utbv2+vF9P33VL/1dmM6RuiECUTfew/KuDj2VFKZbO4mNVO7KurJrrKSXWXlq1WFwF4xNSIjgqFpLRdTqpQUUhua6Tp37KDwqhkkvvkGwaMDDQoDnFiY/8jDW+1AFqrCcFEXBEGgprgegMjEjlUTEEBCFP3U1i6msOgT6upWI5OpiYu7mOSkmeh0qe09vBaRm/cqougm3HAKK1cGA3aSkpIAsK1cSdWrr+Hctg0AudpP5G13Ezb9KmRqNesLpUjTf/uIpgsHJHDLaZmk7iOa/KLIf6Z6ZpUb+bvajFsUAfi+wghAF52a08JDOS08hOFhwWjlx99tNcuYxYtrXgTg9oG30zOi53Efw4mO0+dnvWVPvVNAPAUIEOA48eF/efy8oRS5TOC9yweSHhnEvyuWAtBtxJhW79e2Zg2Vzz6HKysLAHW3bsQ+8jC6IUMOWNcQpOLsXrGc3ZDmZ7K5WZ2/183vYGKqa4wkpi4dlESfxOZdoVVERpL85ZeU3nYbthUrKL7xJuKffQb9+Qex0A0QoBPi2FaDbU2FZAwxuSvyICUet4+6SjsQiDx1NHw+B+UVv1Bc/Bl2e37jcr/fRWnpLEpLvyU66hxSUq4jNLRvO460eVgsW6is/B0QSEq6gzlz5gAQZbNT9L+Z2FasAEBQK4jINBE+aTjyq69jfaGRNxZsYml2DSCJposGSJGmfRveljjdfFdu5LuKWkqcnsblfUO0jDGEsM5sY63FRrbdRba9mo9KqtHKBEaEBXN6hCSm0rXqNk/vsnvs3LPkHtx+N6MTRnNlryvb9HgnK+stNlx+kRiVgowOEm3cl4B4ChDgBGTe9gpe/HsXAI+f25PRXaIoz87CUl2JUq0hfeDgFu/TU15O1csvY/lrLgAyvZ6o22/DMHkygqJ5pxJDkIpzesdyTm9JTBltewwo9oqp3ZVWdlda+W5tMR9OH8Rp3aObtW95cBBJH7wvufD9/jtl9z+At7qa8JkzO1y+dIAALcFndmH6ORuA4DGJaDINABhLbYgiaEOU6EIDaUMdAZermpLSrygtnYXHYwJAoQghIX4qiYlX4HAUU1j0EbW1i6mqnktV9VzCwoaRknIdEeGndshzlSiKZOe8AEBs7PmYzVI/sRCfn+rp06WVlEoMU6YQqfsThaWI/MRxPPbp6iai6eKBCdxyWheSI6SsB7ffzz81FmaV17LYWI/YcDy9Qs7FMQamxYXTO2RvhoTZ42Wpycoio4V/jfWUuzz8a6znX6MUfU3WqDg9IpTTw0MYFRZMkEJ+zN+Hp1c9TYGlgGhdNM+e8iwyIdBnsC3YN2WvI34nAuIpQIATjB1lFu74fhOiCFcMT+HKEakAZK38D4CMwcNQqpvfbNDvcmH8/HNqPvwI0eEAQSBsymSibr8dhcFwVGMNP6iYquWb1UUsza7huq/W8c60gY2RqyMhqFTEv/gCiqgojJ99RtUrr+KpqiLmgQcCzXQDdEpEv4jx+yz8di/KhGD041Ian6spaUjZSwrpkBOMkwmrNYuiok+pqPwdUZRMPDSaJJKTZhAXdwkKRXDDsngMhmEN639CReVv1NWtpq5uNcFB3UhOvpaYmEnIZMr2fDlNqK1d3JByqCI55AoWf/wlyAQMxcUgCOjPO5fIW29FFeSFN1/Ch4yLFoZiogaFTODigYncfFpmo2jKsjmZVV7LjxVGjB5f43FOCQtmWnwE4yP1B03H0ysVTIoOY1J0GKIossvmZJGxnkVGC6vrbBQ53XxRWsMXpTUoBYFh+iBOaxBT3YM0R/0dmZM7hz/y/kAuyHlpzEsYNEf3+xfg0KxoMIvoaBblewiIpwABTiCq611c++U67G4fp2RG8ti5Ui626PeTtXIZAN1GNi9lTxRFrP/+S+XzL+ApKQFAO2gQsQ8/hKZn2+R4S2IqjjN6xHDHd5v4c2s5N3+zgTcvG8DEvnHN2ocgkxFz370ooqKoevFFTF9+JTXTffFFZIFmugE6GfX/leDKMyMoZYRf1g1BsXdSWVMsTTCiAil77YIoihiN/1FU9BlG07LG5Xr9QJKTZhIVNQ5BOHj0Izi4Gz17vkx6+p0UF39Badl3WG1Z7Nh5D7l5r5Kc9D/i4yc3iq72wu/3kpMr1feEl/Wk9PYZlA4fBnFxJIQbSPv1FzTdurEm38juL55nOrDK14N6mZ7LBkmiKSlch83rY1ZZLd+U17LeYm/cf6xKyWVx4VwWF05qC9KzBEGgR7CWHsFabkqOxub1sbzOKkWiai0UOd0sq7OyrM7K07kQp1ZyWngIp4WHMsYQjF7Zsulvbl0uz61+DoCb+9/MoJhBLdo+QPOx+/yNn5FRHdAsAgLiKUCAEwanx8f1X62jtM5BemQQ704biLLh6l1p1g6sxlrUuiBS+w084r5ceXlUPvc8tmXShEARHU30ffcROnHCcbnCrZTLePOy/ijlAr9uKuPWbzfg8fXnggEJzd5HxNUzUERFUfbgg9TP/Ztio4nEd95GHtIxr2QFCLA/7pJ6LPOkWsCw8zJQRjU1eWmMPAXMIhpx5eeDz4c6M7PNjuHzuaisnENR8WfYbNkNS2VER59DctL/0OsHNHtfGk08Xbo8RGrqLZSWzqK45HNcrnKyc54lv+BtEhMuJzHxKtTqqLZ5MUegrOg7bLZsZDYBxcvb8bsEaqOlVOo+99zDZqeaNz9exYrcWn5ULQYZ1CaNY9ElY0k0aNlgsfP6riJ+rarD7vMDoBBgXISeqXHhnB4eikJ29L8pQQo5Z0XqOStSjyiK5Dvc/Gu08G+thRV1VspdHmaVG5lVbkQuwODQIElMRYTSJ1iL7DC/aw6vg3uW3IPD62BE3Ahm9pl51OMNcGjWm214RJF4tZJUbce84BkQTwECnADscdbbUFRHqEbBJ1cNRq/bm/axq8EoInPICBTKQ6eD+KxWat59D+NXX4HXi6BUEn711URefx2yoOPbe0Mhl/Hq5P4o5DJ+Wl/CnT9swu3zM3lwUrP3oZ80EUW4gZJbbsW+ejWFV0jNdJXRzaujChCgvfA7vRi/ywK/iLZ3BLrBMU2f94vUlEpuVCe7WYTo82FdtAjj199gX7UKgOAzziDm3nuOad83t7uGktJZlJR8hccjub/J5cHEx08mKfEqtNrEI+zh0CiVoaSm3kBS0tVUVP5KUdHH2O35FBS+T1Hxp8TGXkRK8jXodMe24fihED0eamd/R47mKQiF4LkytIldEa6/Ds+6dcgVCu7+vYCV+VJdV7y8jkEySUiOuvgafrJZ+Sa7iN12Z+M+M7RqpsaFMzk2nGh126UlCoJAuk5Nui6KaxKjcPj8rDZbWVRbz79GC9l2F6vNNlabbbyQX0GEUsFp4SGcHhHKGEMIkaqmU+MX1rxATl0OkdpInhv9XKDOqY3p6PVOEBBPAQKcELy3OJdfNkrOeu9PH9SkM7vf5yN79XIAuo08uH236PdjnvMbVa++iq9GKvANHjuWmAcfQJWSctBtjgdymcBLF/dFpZAxa3UR9/20BY/Pz+XDmj+moJEjSfn6K4quux7Xrl0UXjaVpE8+QZ1+fCYhAQK0FFehBeMPWfhqncj1e23J98VS7cDr8qFQytBHt77tQGfGZzZT99NsTLNm4SktlRbKZCAIWBcuxPrff4RPn07kjTcgDw1t9XGstmyKiz+nouIX/P6GeiZ1PElJMxpS645d5E8uV5MQP4X4uEupqVlAQeFHWCwbKSv7jrKy74mKGkdK8nUtim61BNHvp/7vv6l6802MPfLxnedHYVKQefZzhE26gJ/mS78lJS4tK/NNKOUClw5O4i5DEUs2D+ab9Cv4Z6sRT4PFuFYmcG50GNPiIhimD2qXybBWLmNseChjw0N5kgSKHC4WG+tZZKznP1M9tR4vP1Wa+KnShAD0C9E1iqmymkX8nP0zAgIvjH6BSG3kcR//yUZjc9wOaFG+B0EURfHIq51YWCwW9Ho9ZrOZ0KM4oQYI0BH4e1sFN3y9HoBnLujN9OFNhUXhlk389OwjaEJCueGDL5Hv54zn2LqNymeewbF5MyD1TYp56EGCTz31+LyAZiCKIk/+voMvVhQA8MS5PZkxqmXix11cTPE11+IuLEQeFiY10+3Xrw1GGyBA6xC9fiwLi6hfXAwiyPVqIq7ogeogaXnZ6yqZ98l2YtJCueT+lrtndmZc2dkYv/4G82+/SSY2gFyvJ2zypRimTsXvcFD54ovY/pMi7nKDgajbbyPskkua7QwqiiIm0wqKij+ltnZJ4/LQkL4kJ88kKuocZLK2v/4siiJm83oKiz6ipmZh4/Iw/RDJoS9iLMIxiISIooht+QqqX3sN544d+IJFqp72IqpFenR9hQLXaN5ckI28eD1dFTVs88XRbeBILhyVwiKbje9ydlOq2Ntaol+IlsvjIrggxkDoMXa9O5a4/X7Wmm2NxhPbrc4mz8v8NpSOrZwVFcHT/S8gtg0jZgHA5vPRbelWvCKsHt6DlONoU94SbRAQTwHxFKATs63UzKUfrMTh8XHViBSePL/3AevM+/Attv47j75nnMO4625pXO6traXq9dcxz/4ZRBGZTkfkTTcSfuWVCB3QWEEURZ6fu4uP/ssD4KEJ3bluTEaL9uE1Gim+/gacW7ciaDQkvPE6IWPHtsFoAwRoGZ5KG8bvs/CUSal4ugHRhJ2XgUx78An6yl9z2fB3Ib1GxzP28u7Hc6jtgujzYV28GONXXzem5oHUZy78iumETpqETNPURdT6339UvvgS7txcad0uXYh+4H6CR4065HH8fheVlX9QVPwZVuuuhqUCUVHjSE6aiV4/qN1Siay2bMnRr+JXRFHqhRQU1IXk5GuIjTkPmazl521RFHGsW0f1u+81vq8ynQ7HQynUhm9GUPXgg+0Psia/DoAL1VsJlrnRn3MB69RBLDHttRgP81i4ODaCaenp9ArWHouXfNypcHlYZLSwsLaOuVVV+ISmr6NnkKaxr9QQfRCqgIvrMWWx0cJlm/NIUCtZN6Lncf2uBcTTEQiIpwAnAlX1Ts5/ZznlZieju0Ty+YwhKPazd/V5PXxw3RU4bVYuffRZknv3Q/T5qPvhB6pefwO/xQJA6HnnEn33PShjOnYtkCiKvDZ/N2//mwPAPWd15ZbTu7RoH36bjZI775SuSsvlxD31JGEXX9wWww0Q4IiIfhHrijLMf+eDV0SmUxB2YSa6Poc3CPj97c0Uba/l1Gnd6D2m+UYqnQ2f2Uzd7J8xffNNk9S8kDPPxDD9cnRDhhx2giV6PJi+/4Gat9/GZzYDEHzaaUTfdy/qtL3Ra4/H1FjP5HZXAyCX64iLu4SkxBnodO2Xvrw/TlcFJcX/R0npLHw+KcVJrY4lKWkGCfGXNSuNUBRFrEuWUPvhRzg2bgRAUCoxTJuK5qqzWbfrMsDHS2tvJcvUBZVcxrjBMey25pEdk4RTuTciMFphY9qWVxkvq0Zz49I2ec3Hm2dWPcN3WT+iC+7P+D6PstriZ3O9nX0nzEFyGeMj9TyRmXBAnVSA1vFsbhlvF1UxOdbAWz2O73euJdog8N8OEKAT4vT4uO7L9ZSbnaRHBfHOtIEHCCeAwq2bcNqs6PRhJPbsjWPbdiqefBLn1q0AqHv2IPaRR9ANPLIDX0dAEATuPqsbSrmM1+bv5pV5u3H7RO4888CakEMhCwoi6d13KX/0Mcy//kr5w4/gra4m4vrrO2xxamfB7/TirXHgrXXird333oFMqyR0XDLa3pGB97kBb50L049ZuHKlSb26q4HwS7oib0bD271Oex23LuBoOGxq3mWXoUw4uGDcWGSizuFhVEYkKoVMMr2Zfjn6SROpfu89TLO+xbpoEdalSwm//HJ0/5tAad1PlJfPxu+XUrbUqhgSk64iIf4ylEr9QY/TnmjUsWRm3k9q6k2Uln5LUfHnuFwV5OS8QH7+OyQmXE5S0lWo1TEHbCv6fFj+/pvajz7GlZUFSKJJf9FFRFx7DWscGnauvZn0EB+bqnuRZ+vO0DHxmCJUzLY7IUxyMYxTK7ksVrIYT5nzP6heCKfef1zfh7ZiXsE8vs/6HgF4ffh1jEqQXnON28sSo6UhxW9vrdRSUz3v9kzhlA7ak6gzsccsYlRYx34vA5GnQOQpQCdDFEXu+H4TczaVodcqmXPzKFIjD+6EN/fd19jx37/0O+0seleZMX37rZSiFxxM1B13YJh6GYK84+ajH44PluTywlwpreaGUzO4/5xuLZqUi6JI9etvUPvRRwAYpk0l5uGHO+37IYoiosfT5r2s/HbPXlFU01Qg+W3eI26vTtejn5SOKv7EnPQ3B1EUcWyqxjQnB9HpQ1DK0E9MJ2hYbLM+w3aLm8/vWwYCXPfGqSjVnfMzuz+iz4d1yRKMX32FfWXT1DzD9MvRT5qETHtgOpgoiqzMq+XNBdmszpdc8CKDVUwenMTUockkhe811HDl5VP50osYSxdhPcOHq7cIDdedQoJ7kZw8k+jo8a1KgWsv/H4XFRW/U1j0MXa7FJUXBCWxsReQknwNQUGZ+N1uzL/+Su0nn+IpKgKk9LywqZcRfuVVrLIIvLkgG1Pdeh4c9ga7xW7M9j1MnjoYh1+aJspFkeSaciZoZTw06WzkggBuG7yUAV4HXL8U4vq22/twLCiuL2by75OxeqzM7D2TOwbdcdD1/KLIWrONe7KKyba7EIA7U2O4KyX2mFivn4xYvT66LduKT4S1I3qSpDm+38FA5ClAgBOYdxflMGdTGQqZwPvTBx5SOHndbnLWrgQg+PvZmMqrAAidNIno++7t9HbdN5yagVIu4+k/dvDBklxcXh+PTWp+jrQgCETfdSeKqCgqn3sO06xv8VbXEP/Ky8jUx69ItbX43W6c27fj2LAR+8YNODZuwmc0ohsyhNAJEwg5+ywUBkOL9yuKIn6bp2n0qMbR+Fh0HF4gyYKVKCK0KCI00n2kBkW4FscuI/VLpIavVW9vJGhoLKFnpSIPOrkKsP12D6Zfc3BskVwtlUkhhE/uekAPp8NRUyxFncKidSeEcGpMzZs1q7EhNzIZIWecgeGK6YdMzRNFkeU5tby1MJs1BZJoUsllhGqV1FhdvLc4l/eX5DKmSxSXD0tmbFcDJt0WKmaWUV+/93Os3iIQtiuJlGn3EhJ7cEfSjoxMpiY+/hLi4i6ipnYRhYUfYTavo7z8R8rLfyTU3hXttybk66UIp1yvx3DlFbgmXcyPufXM/moH+TU2RKXA2OF13McblMmSJFHpF8nUqZkaF4G4ZD41udmcM3GiJJwAchZKwiksBWL7tN+bcAzw+Dzcu+RerB4r/aP6c/OAmw+5rkwQGBYWzN+Du/Lw7lK+qzDyWkElK0xW3uuZQvxxnvifCKw22/CJkKxRHXfh1FIC4ilAgE7E3K3lvDJvNwBPnt+LkRmHtk3N/udP3A4HGreX0PIqVGlpxD7+GEHDhx+v4bY5M09JQ6WQ8eiv2/h8eQEen5+nzuuNrAVX/sKvmI4iKpKye++jfv58imdeQ+K77yDXd6x0Ha/JhGPjJhwbN2DfsBHn1q2IbvcB69nXrMG+Zg0VTz9N0IgRkpA684wmVs2iKOKv9zRGjPYXSqLLd9ixyEJV+4ijfYRShAaZ+uA/K6qkEIIGx2Cem49jSw221RXYN9cQemYywSPiEA6Sdnqi4dxtwvjjbvz1bpBB6BkphIxNQpC37Ep1TYmU2tLZ+zu5cnIwfv015jktS80TRZGl2TW8uTCb9YVSnyGVQsbUIUncMDaDyGA1C3dW8c3qQpZm17A2rxCt+1usRf+hV9cBIJNpiIu5EP3WaOq/+xZfXQUli68j6NQxxNx/P+r09OPyHhxLBEFGVOQZREWegbFkCbnrnsUSnItFt5uamUpc54Sj1pzLlrjzWVBsY9cfOxEVMsQIObLkCHyRKv4RzgUki/Hzog1MiwtnqD4IURR5oVhq2JyUtE+vvZ2/S/c9zoVOno772vrX2F67Hb1az8unvoxSduQLO0FyOW/0SGa0IZj7dpewymzjzHVZvNE9mbMiO9ZvSEdnj0X5qA5sUb6HgHgKEKCTsK3UzJ0/bALg6lGph+x15LfbqXn/AzbO/x30QcRZHUTfeSfhV89o85Su9uCK4Smo5AIP/LyVr1cV4fGKPHdRH+QtEFCh55yD3BBOyc03Y1+3jsLp00n6+GOUsbFtOPJDI4oi7vyCBqG0AceGjbjz8w9YTx4ejnbAAHQDB6AdMBBFRDj1CxZg+Wsuzu07sK/bhnNXFTWf/IO620CU8ZmgCMVnciG6/Ycdg1yvlqJGEdq9kaRILfJwDTJV66IdCoOGiGk9cA03U/d7Lp5yG+Y/8rCtKSdsUgaari2PlHUG/G4f5rn52FaWA6CI0hI+pdtBLcibw57IU2esd5JS8/7D9PVX2FasbFyu7toVwxXTD5maB9L3YvHuat5amM3GojppO4WMqUOTueHUDGL1e932zukdy5h0Fzty/sBY/TNyQapnqnOFsrh4DKLufC6N70PXSyKJPmcGNe+9j/Hrr7Et+Y+8ZcsxTJtG1M03IQ8La7P3ojWIoojV58fo8WL0+DB5vNLN68Po8VJrqaciO4+a2losmhsxi8FYQkJwyjWwp4evxw2xSojd+33bc7kkXczmkggf1/a6lJB9LMYrKytxu92oVCqi92QteN2w+x/pcY/z2v7FtyGLihbx9c6vAXhm1DPEBrXs3H9xbDgDQoO4YXsBW6wOrtyaz3WJUTySERdw5Gsmy+uk89qosI5/Xmvzmqf33nuPl19+mfLycnr16sUbb7zB6NEHD4uXl5dz9913s379erKzs7ntttt44403Dlhv9uzZPProo+Tm5pKRkcGzzz7LhRde2OwxBWqeAnQ2qixOzntnORUWJ2O6RvHZVYMPahBRv3AhFc8+i7OigoU9U/HJZUy+/QGSRp7SDqM+vvy8oYR7ftyMX4SLBiTw0iV9D/oeHQ5nVhbF11yLt7oaRWwsyZ98jDozs41GvBe/241z2zYcG6SokmPjRnwm0wHrqdLT0Q4cgG7AQLQDB6BKTW1MZ/JU2LBtqNqbYlfjAN/hTu8i8jANiiht0zS7CA2KcA2Csm3TwUS/iG1tBZZ5BY21Upoe4egnpqOM7Jw2xwfDXVyP8fss6f8BBI+MJ/Sc1FYLUIBZT6zCVGFn0q39SOkVcayG2qb4LJa9rnn7p+ZNn45u6KFd80RRZFFWFW8uzGFzcR0AGqWMy4elcP2YdKJDNU3WNZvXU1T8GdXV86DBH00X1A0jF/HV5q6syqtvXD8pXMu0oSlcOjiRkOoyql5+Beu//0rD0+uJuuUWDJdNQVAe+/RSr1/E5PViahRBPoz7/G307PvY17CuF28rZ22C6CeYekKol+4FF3HB8STqu6ByZRFX/RIZynpGjliEQtF0Art27Vr+/PNP0tLSuOqqq6SFOQvg64shOAbu2iU1KO6ElFnLuPT3S7G4LVzZ80ruHXJvq/fl8vt5JreMj0uktNy+IVo+6pVK6nHsV9QZsXh9dF+6FT+wYUTPdkl77DA1T99//z133HEH7733HqNGjeLDDz9k/Pjx7Nixg+Tk5APWd7lcREVF8fDDD/P6668fdJ8rV65kypQpPP3001x44YX88ssvTJ48mWXLljFs2LC2fDkBArQLTo+Pa79cR4XFSWZ0MO9MG3CAKHCXlFL57LNYFy0CoDYtEZ9chj4mlsQRh+5pciJx0cBElHIZd3y/iZ83luL2+Xl9Sn+ULRBQmm7dSP3uW4quuRZ3fj4Fl08n6f33jrkboddoxLFxY2NUybltG6LH02QdQa1G06d3o1DS9u9/0Bom0eenfnEJln+LDhRLMinaI2j8+EwluHZvxFO8G7+tCtFWg0ynIeTMM9CMH0/wsJHHtb+XIBMIHhaHrm8UloVFWFeU4dxpxLnbRPCoBEJPT0Km6bzJEaLPj+XfYuoXFYFfSnUMv7Qrmi5HF13zuHyYKu1A54g8uXJyMH7zDeZf5zSm5sn0egyXXoJh6tRDpuaBJIQW7KzirYXZbC2V6nU0ShlXDE/h2jHpRIdIosnjMVNXtxqjaQVG4wrs9tzGfUREnEpy0kwMhpEIgsDEYZBdWc+sNUXMXl9CsdHBi3/v4rX5WZzdK5bL736KPtMvp+qFF3Ht3k3ls89i+vZbYh64n+AxY1r9PhQ5XLxaUMlum7NRMJm9h0+PPRxamYBBqUDv8xJcUY6uqAB9fT16Wz0aXRDZEZksd+kRvH7w+NEhMKlHDJcMSCNWOY+SEsmhj3qQ24MRBAEv9aSnPXmAcAIoaRC8B03Z6z6x0wonj9/Dff/dh8VtoXdEb+4YeMdR7U8tk/F0l0ROMYRwx84ittQ7OHNtFq90S+KCmBMzsn4sWFVnxQ+kaVWdol6sTSNPw4YNY+DAgbz//vuNy3r06MEFF1zA888/f9htx44dS//+/Q+IPE2ZMgWLxcLcuXMbl51zzjkYDAa+/fbbZo0rEHkK0FkQRZFbv93IH1vKCdNJznopEXsNIvxuN8bPPqfmgw8QnU5QKIi4+mpWeq3kbFjD0AsuZfTUq9rxFRx//t5Wwa3fbsDjEzm7VwxvTx2IStGyH3avyUTJDTfi2LwZQa0m4dVXCDnzzFaNR0rBy98bVdqwAXdBwQHrySMiGtPvdAMHoOnZ84hixlNhw/jjbjylUq64pns4mq6GvSl2YeomtUSiKOLcsQPLX39hmTsXb1l543MyvZ7Qs8YROmGCVKCvOL7CxVNlp+6PPFy7pYibLFiJ/uxUdINiEDqZe5Wn2i41vG2oTdL2i8JwfgYy3dFHLyryzcx+cT3aUBX/e6ljRpQPmZrXpYuUmnfuuYdMzQPpczpvRyVvLcxme5nUi06rlHPlCEk0GbQ+6urWYTKtxGhaQX39dtinA49MpiI25gKSkq4mOLjrIY/jcPv4Y0sZ36wuYlNDRAsgPSqIy4ckMr5wDdb338VnlMwogk45hZj770Pdpfm95Vx+Px8UVfNGYUWja93+6BVyDEo5BoUCg1JOuFJBuFJ6bGi4D9/nOYNSAVu3UPPRx41RMoCSLv34MHE060JTGuuPRqRHcMmgRM7pHUvQPvWIfr+byso/KCz6CJstGwCdLo1hQ+ciO0itz1tvvYXRaOTyyy+nS5cu4PfBq93AVg1X/AIZpzf7PelIvLb+NT7f9jkhyhB+OPcHEkMSj7xRMyl1urlpRyGrzVLj62lx4TzTJRHdSVDf2VIezynlw+JqpsdF8Er3pCNv0AZ0iMiT2+1m/fr1PPDAA02Wn3XWWaxYsaLV+125ciV33nlnk2Vnn332QdP79uByuXC5XI1/WxoagwYI0NF5a2EOf2wpRyET+GD6oCbCybZqFRVPPtVYC6MbOpTYxx6F+Hjyr7scgG4jOp9z1NFyTu9YPpg+iBu/3sA/2yu58ev1vHv5QDQtSENTGAwkf/E5pXfehXXxYkpuu53Yxx7DcNmUI27rd7lwbt3amH7n2LgRX13dAeupMjMaokqSWFImJzfbKXD/aJNMpyDsvAy0/aIOuw9BEND26oW2Vy+i774bx6bNWObOxfL3XHzVNdT9+BN1P/6EPCKC0LPPJnTiBLQDBiAch6vKymgdUf/rjWOXEfMfeXhrHJhmZ2NdVU7YeRmoUzr+hS5RFLGtKsf8Vz6ix4+gUWC4MANdv2PnbFlTLAmyqA5oFuGzWKj7+WdM38zCU1wsLZTJCDnjdAzTrzhsah6A3y/yz/YK3vo3h53l0u90kErOVSMTmNLXgs85j4KsFWyxbEYUm0ZqdbpMwg0jMBhGYDAMb1Z/Jq1KzqWDk7h0cBLbSs3MWlPErxtLyau28fRfWbykMHDhDa8wLXshyl+/x7ZsGXkrV2KYMoXIW285opvlMlM9D+wuIccuzT9GhQUzMzGSiEZxpCBMIW+2tbUoithWrKDqo4+xr14tLRMENqT05/PUU8kNkyb+yeE6LhmUyIUDEprYtO+LTKYiLu4iYmMvpLZ2MdXV80hMnH5Q4WSz2TA2CMjExAZxUbxGEk4aPaR2zt+ZpSVL+Xzb5wA8OerJYyqcABI0Kmb3z+TVggreKKxkVrmRdWY7H/ZKoUfwiZOafCxY2YnMIqANxVNNTQ0+n4+YmKZN2mJiYqioqGj1fisqKlq8z+eff54nn3yy1ccMEKA9+HNLOa8vkJz1nrmgN8PTpdoGb3U1lS++hOWPPwApYhHzwP2ETpqEIAjs+O9ffB4P4fGJRKWktdv425MzesTwyVWDufbLdSzcVcW1X67j4ysHt0hAybRaEt95m/InnsD802wqnngCb3U1kbfc3GQC6K2tbUy/c2zYgGPHDjhICp62Tx+0A6UUPF3//q0uRD8g2tQzAsOFmchDWpbqIMhk6AZKZhMxD9yPfe06LHPnUv/PP/hqazHNmoVp1iwUsbGEnnMOoRMnoOndu80b3Gq7h6PJDMO6sgzLgiI8pVaq39+Mtn8U+vFpKPQds3bAZ3Fh/Cm7MXKm7hKG4ZKux3y8jU57rTSbaAtcubmYvvmGul/nINqllEKZXk/YJRdjmDoNVeKhU/NAEk1zt1Xw9r/Z7KqoR8BPz8gyLutXRffwbGz168nZ5WyyjUaTgMEwskEwDT9oQ9iW0DtBz3MX9uHB8d2Zs0mKRu0st/DdDiPfMYDRl/bgxqy/MKxfgWnWLMx//EHUzTdhmDr1gAhxpcvDk7ll/FwpfRaiVAqezEzgwuiwVn1/RL+f+oULqf3wI5zbtgHgk8lZmDiQH7qcRmlINEEqOVP6xnPxoESGpBpa1LIhMvI0IiNPO+Q6e1L2IiMj0e6JGO5J2es6HuSdr91Apa2Sh5c9DMBl3S5jXMq4NjmOQiZwf3ocowzB3LSjkN12J+PX7+aZLolcHhceaBgO1Hm8bLVKKb0jO4FZBBwHt739PxiiKB71h6Wl+3zwwQe56667Gv+2WCxN83YDBOhgbCmp4+4fNwGSHfdlQ5MRfT5M335H9Rtv4LdaQRAwTJ1K1B23N7Ghzlq5FIBuI0ef1CfmMV2j+HzGEGb+3zqWZtdw9edr+XTGYHSq5p/2BIWCuKefRhkdTc1771Pz7rt4KivQ9u3b2F/JU1h0wHbyyEh0AwY0RpU0PXocdT2R6PNTv6QEy0Ip2iRoFRjOP3K0qTkIcjlBw4cRNHwYsY88jG3VKix/zaV+/ny8FRUYv/gC4xdfoExKInT8eEInTkDdtWubfb4EhYyQ0Yno+kdjmVeIbV0Fjk3VOLfXEjI2iZAxCW1uaNES7FuqMf2SI/XAUsgIG59K0Ij4Nkk3bHTaa+fIk+j3Y12yBNNXX2PbJ5ukual5AD6/yJ9by3l74W5sthx6ROzmnIHZ9IzIRS5IqU71UqkTSmWEJJTCJcGk0SS1yecvRKNk+vAULh+WzMbiOr5ZVcQfW8pYatewNOkihob05/asPwkvL6Ty+Rcwffsd0fffR/DYsfhE+KKshhfzyqn3+ZEBVydEcl9aLHply6dboseD+c8/qf3oY9x5eQC45Ermpgzj58xTqQkyMDIjgnsGJXJ2r9gWndtaQnFDFLFx3iSKTS3KOxlev5f7l96PyWWiR3gP7hlyT5sf8xRDCAuHdOO2nUUsMtZzT1Yx/5nqeaVbEqGKjnMuaw9W1dkQgUydmhh15xDibSaeIiMjkcvlB0SEqqqqDogctYTY2NgW71OtVqPuBE0vAwQAqDA7ufbLdTg9fk7rFsVDE3rg2LKF8ieewLVjJwCa3r2JfeIJtL17NdnWYa2nYPMGALqNaH1x84nCyMxI/u9/Q7n68zWszKtlxmdr+ezqIQQfohfRwRAEgajbbkMRFUXFU09j/mk25p9mN1lH3SUTbYOxg27gQJRJx3Zid6yiTc1BUCoJHj2a4NGj8T/xOLZly7D8+Rf1ixbhKS6m9qOPqP3oI1QZGYROGE/o+Amo09smwikPUWG4uAtBw+Oo+z0Xd4EFy/xCbGsr0E9IQ9snsl0vEPgdXurm5GDfVA2AMiGY8CndUEY3v+Fti47nF6kt3RN5Ov7iyVNVhWPTJhwbN1G/cCGeooYLBzIZwaefRvj0K9ANG3rE/4nX5+evTetZsnUuEcqt3NgjG726vsk6CkUIYWHDCDeMxGAYQVBQl+P6vxYEgYHJBgYmG3h0Ug9mbyhl1upC1pDOFUNvZlzhWmZm/U1IQQElN95E/nkX8up5U9jukeqa+ofoeLFbIv1CWv5Z8Dud1M2eTdXHnyJWSHWJVoWG39NHMSdjNIb4aK4alMiFAxNJCGv79K89kafGlL3yzWAuAqWuU9Y6fbD5A9ZXrken0PHyqS+jlh+f+WGUSsk3fdN5v7ia5/PK+K2qjs0WOx/0SmVAaNucMzoDeyzKO0vUCdpQPKlUKgYNGsT8+fOb2IjPnz+f888/v9X7HTFiBPPnz29S9zRv3jxGjhx5VOMNEKAj4HBLznqVFhddooN5Y0I6VU8+Sd0PP4AoIgsJIfquOwmbPBlBfuDVqpw1K/H7fEQlpxKRGIiuAgxNC+era4Zx1WdrWFNg5IpPV/PF1UPRa1t2hcswdSryyEiqXnwJZVxcY1RJ279/mzXUFX0i9UuKm0abzstA2//oo03NQaZWE3LGGYSccQZ+ux3rkiVY/voL65L/cOfmUvP2O9S8/Q7qHj0ahNR4VInHtm4AQJUQTNT1fXFsqcH8Vz6+OhfGWbtQpYUSdm4Gqvjj/6PrzDFh+nE3PrPU8DbktGRCT09q02a/5io7XrcfhUqGvo0E2h5Ejwdn1u4GsbQRx6ZNeEpLm6wjCw0l7NJLmpWa53JVUlO7gi15C7HXryFMXcuEfUx3ZTINYWFDMBhGEG4YQUhILwShY1yRD9OpmHlKGv8blcrqfCPfrC7ib4WcpQn9OK9oOdV9Evhr1GmIHpEQj5uHUmO4sksy8hZ+R3319VR+9Q21X/wfCksdACZ1ML9kjGFJt9GcPjidTwclMiil+Wl5R4vP56O04f/eGHnaJaWMk3kGqDrXpH9l2Uo+2vIRAI+PeJyU0IP3S2wrZILAzcnRDNcHccOOQgqdbs7dsJuH0+O5PikK2UmYLbKirnPVO0Ebp+3dddddXHHFFQwePJgRI0bw0UcfUVRUxA033ABI6XSlpaV8+eWXjdts2rQJAKvVSnV1NZs2bUKlUtGzZ08Abr/9dsaMGcOLL77I+eefz5w5c1iwYAHLli1ry5cSIECb4/eL3PPjZraWmjFoFXwQVUHlhQ81Oj3pzz+f6HvvQREZech97FrxHwDdRgaiTvsyMNnArGuGM/3T1WwsqmP6J6v5auZQwnQti9yEjhtH6Li2yY3fnwOiTT3CMVzYBXlo+9i4ynQ6KWVv/Hh8VivWhQsx//UXtuUrcO3cSfXOnVS/+hqafn3RT5hAyDnnoDyKLIP9EQQBXb8oND3Csf5XQv2SEtz5Fqre3kjQ0FhCx6UgD27790b0+DD/XYB1eRkAiggNhindUCe3vaHFnnqniIRgZMc4JdBrMuHYuFcoObZulRw890UmQ92lC9oB/dENGkTIGWcg0x188uzx1GEyrW5wxFuO3S6lnakAlRq8fjluWQ8yE08lNuoU9Pp+yGQdO0NEEASGp0cwPD2C6voePLKugK88afiUkmA+e+USrv9lFqE+HzU33Uj0lVc0K13XXV3Dtrc/QvbbbNROOwqgUmtgdtexWE8bz/nD0nmqVyzao+gN1loqKyvxeDyo1Woi9/z2NKbsda7GuDWOGh5c+iAiIhd3uZgJ6RPabSyD9EEsGNyVu7KK+bPazJO5ZSwzWXmzRzKRbZR+2RExerxst0rnmc4UeTouTXJfeuklysvL6d27N6+//jpjGnolzJgxg4KCAhYvXrx3QAdR3SkpKRTsY+37008/8cgjj5CXl9fYJPeiiy5q9pgCVuUBOiKvz9/NmwuzybBW8Eb5fBTbNwOSK1vsY48RNHToYbe3m+v44PorEUU/M9/6hLCYlnVIPxnYUWZh+qerMdrc9IgL5euZQ4kI7lgTNtEnUv9fMZYFe6NNYedloDtO0aaW4jWZqF+wAMtff2FfvQb8fukJQUA3aBChEycQctZZKCKObTNXb50T81/5OLZIzSgFjZzQM1MIHhHXZtEfd6kV4/e78FZJxc1Bw+PQT0g7qoa3LWHlL7ls+KeQXmMSGDutW6v3I/p8uHJymogld2HhAevJQkPR9usniaX+/dH07Ys8+OATHK/XRp15LSbTSkzGldRbd7CvfbhfFCiyJJJf34PMpFO5cNgE9LrO+fu70+rggd0ljRbUiQoFKWVOPAtXcu3mOWSapUiNNTKO8LvvJv2CCQf97uZvz2XXW+8Tt2weap9kMlMUEs2igeNJvvQCLhicQvxxSMs7HGvWrOGvv/4iIyODK664Amqy4Z3BIFPCvTmgDWvX8TUXn9/H9QuuZ3X5ajLDMpk1cRZaRfs73omiyJdltTyWU4rLLxKrUvJuz2RGGTqOIUxb8md1HTO3FdBVp+G/Yd3bdSwt0QZtLp46IgHxFKCj8dvmMu77ahWX75rHxXlLEfx+BK2WqJtvIvzKK5t19XLTP3+y8LP3iUnvwvTnD95kOgDsrqxn2serqbFKqZHfXDussdlme+OpbIg2lXSMaFNL8dbUYPnnHyx/zcWxfv3eJ+RygoYPR3/B+YeNVrQGV76Zut9z8ZRJE1lFlJawSelouoUfs2M0pk8uKAK/iCxEieGSrmiP4TEOhtttxOezAQIgsPCLnZTurmP4BV3oPjwOBBnSlFzWMDkX9nssIAgyfPX1OLdsw7F5C85Nm3Fs3oLfZgMRBPZO6lUZGWj795PMTvr3R5Wefkibep/PhcWyEaNpJSbTSiyWzYiit8k6VY44tlZ3YWdtV6pdPZg+qg9XDE9p0m+oM2Hz+niloIKPSqrxiaCVybgnLZbrEqNQygTKzQ6+X11AyXezuXD9b4S7pFqOguQeqG67izHjR+Ly+lnwzxps//c5fXesQCFKFxtyDEkUT5jCsOkXMDC147iwzZ49m61btzJ27FjGjh0LS1+DhU9C5pkwffYRt+8ofLj5Q97Z9A5ahZbvJn5Helh6ew+pCTusDq7fXkC23YUMuDM1hrtSY1uc+tnZeHh3CZ+W1nB1QiTPdz32Kd8tISCejkBAPAXoSGwqMvH64x8xc9MvRDkka6mQcWcS8+CDKOPjm72f7594gJKd2zh1+v8YfG7zI7EnI7nVVqZ9vIpKi4v0yCBmXTucWH37CSgp2lSCZUGhFG3SKAg7Lx3dgOgOM4lqKZ7ycix//4Plr79wbt3auFym0xFyzjnozz8f3ZDBx6SHlOgXsa+rxPxPAX6bdAVf0z0c/cQ0lFFHJ9S8NQ6MP2ThLpImwtreEYRd2AV5UNu5QomiSF7+GxQUvAf42+w4e9kjumRIgqup+Gq6TBJnPp8Nv9/dZC8aTSImb1/+yIpnRXEqFncokcEqrh+TweXDk9vMDa6tEUWRP6vNPJZTSplL+nxNjNLzVGYCCZoDL2x4fX4WbSyg6J0PGLxmLiq/Fx8C/2UOR+20M7xkC7KGqFxBcg8UV8zglCkT0HbA9+eNN96grq6OK664goyMDPjoNCjbAJPegMFXt/fwmsW6inXMnDcTv+jnmVHPcH5m6+vu2xKbz8fDu0v5rkJK1R+uD+L9XinEqTvHxbPWMHbNLnbZnHzcK5Vzo8PadSwB8XQEAuIpQEehZPtult36IP3KdgCgTEwk5pGHCRk7tkX7qTfW8NFNV4Mocu27nxMaGdUGoz2xKKy1Me3j1ZTWOUiJ0DHr2uHHxblqfw6INnUPx3BRJvLQlqUTmh0eKi1OMqOOfT3M0eIuKsL82++Y58zZ2zwVUMbHE3r+eejPOw912tE79vmdXiwLi6R6JL8IcoHgkfGEnpGMTNOyiakoitjWVGD+Mw/R7UdQywk7P6PNBa3f72VX1iOUl/8IgFyuQxRFEEW8XimyI1cAiIiin31T4443KlUUBsMIQkKHsbw4lXeW2CgzS/ULUSFqrh+TzuXDUtqlVudYUeBw8eDuEhYZJfGcolHxbNdEzoxo3tyhcHsO2U+/QMKm5U2WV/cdRtptN5J0yrBjPuZjhdVq5ZVXXgHggQceQOOshjd6AwLcsxuCj13z57bC6DRy6W+XUuWo4ryM83j2lGfbe0hHZHaFkft2l2Dz+QlXynmzezLjItvGlKg9qXF76b1c6lu2fVRvItr54kFAPB2BgHg6MfBZLNjWrqNu5Wpc27eh1oeijI1BGRuLIiYWZWyMdB8TjSwoqL2H2wS/203Fhx9R88FHKH0evDI5hpkzib/phiP2RjkY6/+cw+IvPya+W0+mPvVSG4z4xKTEZGfqx6soNjpICNPy7bXDSY44Pu5Rok+kfmkJlvn7RJvOTUc3sHmTc4/Pz8aiOpZmV7M0u4YtJXX4RUgO13HpoEQuGZxInL79c/r3RRRFHBs3Yv7lVyx//42/fq89tbZfP/QXnE/o+PGtbiC8B0+1HfOf+Th3SVdwZcFK9GenohsU06zeS756N6bZ2Y3bq9P1GCZ3RRHWttFJn8/Btm23UVP7LyCje/dnSIifAkDh9lr+eHszYRFKJg01Ym+wDHft3o3o9+0JFAEgaDVoevdC268Pmv790PTuhSLcIIkwRMDf8NgvSa8GESY23h+4HrDP835kMjWCIoEf15fw/uJcyhtEU3SImhvHZjB1aHKLmlJ3NJw+P+8WVfFWUSUuv4iqwSXttpQYtK2oqTOvWUv+a2+hiIwk89Yb0XTr2gajPrbs3LmT77//nujoaG666SZY9QH8fT8kj4T/zW3v4R0Rv+jn5oU3s6x0GWn6NL6b+B065dGf38WGCxk+n+8YjPLgFDvcPJ5Tym679L2aEhvO9UlRqI5BpL6j8G+thcdySknXqvmy7/FJo1QqlcgP4lQMAfF0RALiqWMgiiIurx+L04PF4aXe6aHe6cWy597R9G+XqY7wvJ3EF+wgvTSLpNqSxtSHIyELDUUZE4Midh9Rte99bCyy4ODjkiJlXb6ciqeextNQoL0ttitDX3+elAE9W73PWY/cTXl2FqfNuJ6B4ztf08L2pNzsYNrHq8mvsRGn1zDr2uGkRbat2PZU2jD+lI2noeFpc6JNoiiSW21jWYNYWpVXi83d9MdbpZDh9koTXZkgNQqePDiJM3vEoFJ0rB9dv9OJddEi6n79Fduy5dAwERGUSoJPOw39BRcQPPoUBGXr0+McWUbMf+ThrZYMHpQJwYSdm4469dBXcR3bajD9ko3f5gWFgP7sNIJHtU3D231xu41s3nIdFstGZDI1vXu9RUTIKTi3bcO+cSNbNjjYKfYmunIdvXd+3mRbZXw82v790TbUKmm6dzuq9+1IGG1u5mwq5YMluVRaXADEhmq4cWwGU4YkdWrRBLDYaOHB3SXkO6S0xDGGYJ7vmkiGrmPURh4v5s2bx4oVKxg4cCDnnXcefDEJCpbC2c/DiJvae3hH5PNtn/Pa+tdQy9XMmjiLroajF6xut5vy8nLsdvsxGOHhEUURs9dHvU86p6sEgQiVAkUnTeXeH5PHi9XnJ0QuI6wVTaRbgyAIJCYmEnwQ45uAeDoCAfF0bPD5RawN4uZQgueAv/db7vYdOp8/yO2glzGfvtU59K3JJcNcdoBYKg6OYktkBjsjUlH6vEQ6zNLNWUekw0yU04zO4zzEEZoi0+maiCtFbAzKPfexsShiYpCHhbVaYHkqq6h84Xnq5/4NgFEdwmf9LuCGJ69nSFrrncjMVZV8cutMBEHG9R/8H0Fhhlbvqz0RRRHR4cVrcuEzu5CHqlDGB7f5pBWgyuJk2ieryamyEhWi5ttrh5EZfezdjg6MNskJOzfjkNGmWquL5bm1LN1dzbKcmsar+3sID1IxKjOS0ZmRnNIlEoNOxV9by/lhXTGr841N1rtwQAKTByfRLbbjuTh5q6sx//kn5jm/4dq5s3G5PDyc0IkT0V9wPpqePVv13RO9fqwry7EsKER0SQJN2y8K/fg0FGF7xarf6aXu9zzs6ysBUMYFSQ1vY9s+au1wlLBp89XY7XkoCCJ599kIi0twbNsGDal623peTVX0YDIKfqd7WEUTsaSMabv0KavLy9YSM1tK6thSYmZzSR0lJkfj8/F6DTeelsnkwYmoFZ1bNJW73DyeIzUvBYhRKXgyM4Hzo1t/3u/MfPbZZxQVFXH++eczoGsSvNJFilLevgUMx7c/UkvZVLWJGX/PwCf6eHzE41zS9ZKj3qff7yc7Oxu5XE5UVBQqleq4fC7qPV7K3R78onRRLEalRH+cxEZbkmdz4hZFEtRKQo7D6xFFkerqaux2O126dDkgAhUQT0cgIJ5ajs3l5cnft7O52Ey904PF6cXq8h55w2YgCBCsVhAj89LXlE/PqhwySrOIrixEtt/H0x2XiK/vABQDBxM0dAihifGEaBQoZALZVVY2FtWxqdjEpuI6squsiCLoPE4inJKoinaa6aFwkoGNWLeFkHoTQk0VfrO5eWNVq5uKqibiShJe8vDwJkXwoteL6ZtvqH7rbfw2G6IgY07aKL7qcRZPTRvOJYOOzmFmzZyfWDrrC5J69WXyY88d1b7aEtHnx2d246tz4q1z4Wu4SY+d+OpciO6mYloWpECdaUDT1YCmi6FNXedqrC6mf7KaXRX1RASp+ObaYXSPPXbnB0+VXapt2hNt6mbAcFEX5Pq9E3inx8f6QhNLs2tYml3N9jJLk32oFDKGpBo4JTOK0V0i6RkXesj6poIaGz+sK+an9SVU1bsal/dLCmPK4CTO7RdHiKbtohOtxZmVhfnXOZh//x1fTU3jcnWXTPTnn0/ouee1Siz4rG4s8wqxra2QXOaUMkJOTSR4TCKeEivGH7Lw1blAgJBTkwg9MxmhjaN1vro6ajbMYZf7FbwqO3IjhL+jRFmx93+qiIpCO2AA/8omUO9UMvHGXqT2O3b9s/bF6fGxs9zSKJK2lJjJrZbOo/vTNSaYq0amcsmgzi+avH6RT0ureSm/ApvPjwy4JjGKe9NiCenkr621eL1eXnjhBbxeL7fccguRRX/Bb7dCXD+4/r/2Ht5hMbvMXPr7pZTbyhmfOp4Xx7x4TESO0+kkPz+flJQUdMfQMbQ5uP1+Ch1u7A0XnMOVCuI1yk7rxufx+9nR0N+pV7AWxXGq03U4HBQUFJCWloZG0zSSHBBPRyAgnlqGKIrc9cNmftlYetDn1QoZoVolIRoFoZqGe62S0P3+3vu8klCtgmCvE9WOrfg3rMOxdi3OnTv39ohpQJWaim7oUOk2ZEiLJk31Tg9bSsxsKq5rFFU1VvcB6+m1SgbHahka7KO3ykmaaENlqsVbWYGnohJvRQWeykp8tbXNO7BSiTIqqjGK5crNw5WVBYC/Ry/uSjiHrOA4rj81nQfH92j26zkUX91/O1UFuYy79hb6nnnOUe+vNTRGjfaIIrNLiiA1iCJfnQtfvbtZte2yYCXyUBXeWmdjpGAPytgg1F3D0HQxoE7VIyiP7eTWZHMz/dPVbC+zYNAp+WrmMHonHF2hrugXsS4twTy/ELwN0aZJGegGSZ/lXRX1LMuu4b/satYWGHF6mn4HuseGMLpLJKd0iWJoavhBi+/dDi9bFpdQstOIQi1Ho1OiDlKgCVKi1MjJr3ewvMjIqpI6bKKIUxARVHLG941j8uBEhqZ1HGvkPYheL7YVKzD/Oof6hQsRXQ0CUCYjaMSIVtueu0ut1P2ei7tAEqayYKXk0CeCPFxD+OSuh03rOxq8tbXY167Dvm4d9rVrsYi7MF7vQdSColQg4h0FmtBkdEOGNNwGo0xIwOv289EdS0CEq186Bd0xuIjg9fnJrrKypaSOzQ2RpayKejy+A7+kCWFa+ibq6ZsYRr9EPb0T9YR2QOHdGtbUWXlgdwk7bNJEbnCojhe6JtI75PhOjjsaJSUlfPLJJ2i1Wu677z6EWZMhex6c/giMube9h3dIRFHktkW3sbh4MckhyXw/6XuCVcem+eoe8XSwiffxQBRFKtweqhouXKvlAikadatq8Nobk8dLkcONRi6jW9Dxey8P9z9siTbo/HG/AG3Oj+tK+GVjKXKZwMuX9CUjKrhRDIVoFM2+6uirr8e+fj32NWuxr1lD/Y4dB4qllJS9YmnoEJQxrb/CGqJRMiozklGZUld0URQpMTnYVFzXIKhMbCuzYHZ4WJjvYWHjlhrSIrvSv9tQ+p8ZxoDkMLrHhqLwe/FWVUliqqLyAHHlrajAW10NHg+esjI8ZWXsSW6R6fWob7yVS4ujqLZ5OLNHDPedffQN4YxlpVQV5CLIZGQOHXHU+zsUos+Pz+LeJ1rk3C9y5DpA6BwUuYAiTI3coEGuVyMPUzf8rUYepkGhVyE01EuIPj/uwnqc2Sac2SY8pVY8FTY8FTas/5UiKGWo0vRSVKqrAUWU9qgFgCFIxaxrhnPl52vYXFzHtI9X8eXMYfRPCmvV/jxVdkw/7sa9T7TJe1Yyf1dYWPbDZpZm11BjdTXZJjpEzSldIhndRfrsHq4HlcvhZeuiYjYtKMZlP3wkOA1Io2lNlevfGhYsrma+UoYhTE1iTDChevVe8bXfvVqnRBOkRKGStbnYEhQKgseMIXjMGHz19Vj+/hvznDk41q3Htnw5tuXLW2V7rkoIJur6vji21mD+K1+KNgFBQ2LRT0pDdgx7EHkqq7CvXSvd1q3DnZvb+JxjoA/TVT5Qgq4umq5hdxI6ZwzK2AObW9eWWkEEnV7VKuEkiiKFtfbGaNKWkjq2lVpweA78zoYHqeibqKdfYhj9kvT0SQgjKqRjNZI+FtS6vTyTV8a35VJ6q0Eh55GMeKbGhSPrYBcS2oOSkhIAEhMTEVz1kLdYeqJ7x66p/WbnNywuXoxSpuTlU18+ZsKpIyAIAnFqFcFyOUVONy6fSLbdSYJaRbhS3uEugB0OW0MELbgTCj8IiKcAR2BXhYVH50hWknef1ZWLBjY/xcxnteJYvx7b6jXY16zB2cZi6UgIgkBSuI6kcB3n9pP6J7m9fnZVWPaJTtWRX2NrvO2JtqkUMnrHh9I/yUD/5HgGjOxJouHAybro8eCtqcFTUYG3shJPRQX4fCgnnMuUH7KotlnoHhvCG5f1R34MwtRZK6X0iZQ+/dGFtv5qud/p3SuETM4moshX58RnaWbUKEiBPEyzVxSFNYiihseyIGWza5gEuQx1uh51uh792an4rG5cOXU4s+tw7jbhr3fj2m3CtduEGZDr1Wi6GlB3CUOTGYZM17or43qdkq9nDuXqz9eyrtDE9E9W83//G8KglOY3RJWiTaWY5xeAV8SnkrEiRcvnplp2v13YZF2NUsbw9AhOyYxkdJcousYc2bjE5fCy5d9iNi/cK5rCYnT0Oz0RmUKG0+bBZfPisntwNty77N6G5R7cTmnSrEZA7RfABVS6KKl0Heaoe5HJBdRBSjS6PYJKgTpIiVonRbsal+0jvoLD1ShaaSQgDwnBcOmlGC69FHdxMeY5vzXanpt//hnzzz+3yPZcEAR0faPQdA/Hvr4SRaQWTZejrxV0l5RiX9cgltauw1NUdMA66q5dcZwXhCltDQgQHTWenqe+ilx+aIFS02BjH5nYvHq1CrOzQSjtEUtmzA7PAesFqxX0TgilX2IYfRPD6JuoP+h57UTCL4p8W27kmdwyTF7pezAtLpyH0+Pb3Sq5I1Hc0FIgKSlJijj53BDRBaK6tfPIDs32mu28uv5VAO4ZfA89I1pvwtSRCVHI6apTU+x0U+/1U+J0Y/XJSdSoOk0an7XhuxcQTwFOOGwuLzd9swGX18+pXaO4YUzGYddvFEtr1mBfsxbn9u0HiCVlSjJB+6bhHeQq6/FEpZA1TBrCuLIhcFNndzcRU5uK6zA7PGwoqmNDUR00tOuIDFbRPymM/klhDEg20DdRT4hGiTIuDmVcXOMx/H6RG75ez85yC5HBKj65ajDBx+jqdtaKpQB0GzmmRdv53T4sC4pw7TbiNTU/aiQPU6PQ7xFFahRhmoaokRq5Xo2sDfu5yINV6PpHo+sfLVnFVtpx7paiUq58Mz6zC9vaCqmmRQBVUgjqLlJUSpUYgiBv/o9KiEbJ//1vKDP/by2r8oxc8ekaPpsxhOHpRzb2cFXYKP92J4pKKe64Gi8vuB1UZ9cBUo1f73h9QypeJINSDM2O3rrsHrYsKmkimgyxOgZPTCVzUEyz+zv5fX5cDi8umxdTnZNlO6pYtbOasmobGlFA4xcIU8hJCdEQpVIiePw47V5cNg9+n4jfJ+KwuHFYDkyDPRRqnYKxl3cnc9DRmRuokpKIuuVmIm++qYntuaesjNr3P6D2/Q8k2/MLLyD0nHMOa3suU8kJHtH8RtT7IooinsJCbGvX4li3DtvatXjLyvc7gAxNjx7oBg9GN3QI2oEDKTB+QkXhBwAkJlxB166PIgiH///XNEQuI5MOvIpeZ3dLaXfFe9Pv9q1x24NKIaNnXCj99qTfJelJj+x4PcHakm31du7fXcJ6i+SU1iNIw4tdExkaduJEJ44Ve8RTYmIirPtUWtjjXOkE1gGpd9dzz5J78Pq9nJl8JlO7T23vIbUpSpmMNK2aardkJlHn8WH3OUnRqtAdwor7aEhNTeWOO+7gjjvuaPU+nnjiCX799VfWbtiAyy9djQ1qg7EeDwLiKcBBEUWRR37dRl61jdhQDa9N7nfAj6zPasOxYT32NWuwrV7TKcRScwjTqRjbLZqx3aRJniiKFNTa2VhkahRTO8os1FjdLNhZxYKdVYD0m5IZFdwopvonhdE1JpjXF+xm3o5KVHIZH14xiETDscmlrykqoLakCLlCQeaQ4c3ezl1qxfj9LrxVjibLZTrFAZGifUWSLLj5UaO2RhAElLFBKGODCBmTiN/tw51vbhRT3ioH7qJ63EX11C8sQtAo0GTqG8WUwnDkHOsgtYLPZwzluq/WsTS7hhmfr+GTK4dwSpfIA9YtMdlZtrsa98pyTqlwo0LAisjbOPkTDwlhWi5rEEsjMyIJD2pZ6pXL7mHzv5Jocjv2iqYhE9PIGBSN32+nuPgjTKZVqNQx6LTJaLUpaBvulcqm+dsyuQxtsAptsIqwGB1p3cK54sLu5FRZ+XF9MbPXl1JjdYLLCS4YlGJgyuAUJveJRYWAy75fVMvWENWyexpF1r7POWxS5Oufj7dRtCOO0ZO7olQf3Y+mIAjoBg5EN3AgMQ8/1MT23LF5M47Nm6l89rljZnsuiiLu3Ny9aXhr10lpuvuiUKDt1Qvd0CHoBg9GO3Ag8hApWuT3e9i560EqKn4BICP9HlJSbmhWlGdP5Ck0VseafGOTOqXC2gMtk2UCdI0JkSJKSVIKXteYkA5nV3+8qPf6eCm/nE9LavADQXIZ96XFMjMh6rgVqncmLBYLFosFQRBIiImA7PnSEz06ZsqeKIo8vuJxSqwlJAQn8OSoJ0/o6OkeBEEgWq0kSC6j0OnG7RfJsbuIVSmJUik67HtgbUjZ08plnfb7FxBPAQ7KD+uKG+uc3p42gIhgNX6braFmaQ22PZGl/ZrEKZOT0Q0dIgmmIUOaRGA6K4IgkBYZRFpkUGPaotPjY3uZuTE6tbGojtI6B9lVVrKrrPy4XsoX1yrljXUFL1zcp0WpX0cia6UUdUrtPwhN0JGvnDamks0rAJ+ILERJ2MR0lPHBUtToKCez7YlMJUfTLRxNN+n99da5cGWbJDGVU4fo8OLYVotjm2T6oYiS0rTUXQ2o0/WHjJhpVXI+vnIwN369nkVZ1fzv/9by4fRBDE41sDK3lmU5NSzNrsFX4+AhNPRGAQisFXwszdAxrFcyd2dGkhYZ1KofMpfdw+aFxWz+t2SvaIoLYsjEVDIGRuP32ygq+pCi4k/weEyH3I9SaWgUUlpt8j7iKgWVKrJxbJnRwTw4vgf3nNWNRbuq+GFdMYuyqllfaGJ9oYknft/OpL5xTBmSxMBkQ7Nfk8/nZ+3v+az/p5Cdy8spzzFz1sxeRCUfG9t0mUZD6PjxhI4fv9f2/Nc5uHbton7ePOrnzWux7bno9+PKypIMHhpqlnympu+xoFSi6dcX3ZAhBA0ZgrZ//4MaWHi9NrZtu4Va438Igpzu3Z8jPu7w1smiKLK9zMKGQhPmQgsy4MqfN1IrOzB/NjVC15h21y8pjF7xoegCKWiIosicqjoezyml0i19f86NCuOpLvHEqdvOubOzsyfqFBMTg7pkBXhsEJoI8QPaeWQH54esH5hfOB+FoODlMS8Tqjq5jMCCFHK66jSUuNyYPT7KXR6sPj9xaiVyAeSCgAw6jJjq7Cl7EBBPAQ7CrgoLj83ZDkh1TkNSw3Hl51M4/YoDHOeUSUmSWBo27IQRS81Bo5QzKCW8iRiqrnc1RKZMbCySag322LnfODajRfViR0IUxUbx1G3E6COu761zYfohC1eeZMmu6RmB4eIuyINODMes/VGEqVEMiSVoSCyiX8RdUo9rtwlndh3uYgveagfWagfWFWUgF1CnhjbUSxlQxjUVOhqlnA+uGMQtszYyf0cl1365DhGpz5kMmIKKawhCjYBHLmAfHcfEM1O58Cgsjp02D5v/LWbLwuLG+qTw+CAGT0glc2A0Pr+NoqIPKCz6BK+3DgCtNoXEhMvx+uw4HAU4HEU4HEW43TV4PCY8HhMWy+YDjiWX6xqE1b7iKoXR6SmM6zmQ6noPszeU8sO6YvJrbPywroQf1pWQGR3M5MGJXDgg8YiGAnK5jOEXZJDYI5wFn22nrtLOTy+tY8QFGfQ7PemYRjQVUVFEzJhBxIwZOHftkuqjGmzPTV99hemrrw5qey56vTh37pQMbdauxb5hA35LU6t4QaNBO6C/5IQ3eDDafv2QqQ//2t3uWjZvvgZL/RZkMi19er9NZORph1zf5xeZu62cD5fksbXUTLhPYKZfgxsRoyASG6ppFEl9E/X0TQhD38r6vhOZXLuTB3eX8J9JitqlaVU81yWR0yJOrol1a2iSsrfzd2lhj0kdMmVvl3EXL619CYA7Bt1Bn6g+7Tyi48NPP/3Ek08+SU5ODjqdjgEDBvDII48wbtw4/tmZBdGx1DeIlFcffoDtGzbwxd/z+O2br3nxgft4+ZPPePGhBygvKeG0s8/hzU8+5a9ffubVp5/GYjEzedo0Xnz1NZQKBXJBQATMFgtTp03j999+IzQ0lAcffJBbb721cUxFRUXceuutLFy4EJlMxjnnnMPbb79NzH617NZObhYBAfEUYD8OVucker2U3f8AvtpaFNHRBI0+ZW9kKb519QInIlEhasb1jGFcT+lE4fOL5FZbqbW6GZ5+7CJOAFX5uZjKy1Co1GQMHnbYde1bqjH9nIPo9CIoZVJT1iExHeYqVFsjyATUyaGok0MJPTMFv8OLK1cynXDuNuGrc+HKNePKNcPcAmTBSjQN6X3qLmHIg1WoFXLeu3wgd3y3iT+3SnUtI8J03O1VE2ttMF/oaiD2oi5NGq+2FKdNijRt+bepaBoyMY2MAVH4/FYKi96nsOjTfURTKmmptxATcy4y2YGndK/XisNRjMNRiMNRiN1R1PC4CKezDJ/PjtW6C6t114HvnaBEq01khCGZ089NptoRxfICDXN3yimo9vDcX1Ze+juL07tHM2VIEqd2jUJxmB/ExG4GLnt0GP9+tZP8zTUs/ymH4p1Gzriq5zGx394fTffuaLp3J/ruu5rYnruyc6h65VWqXnudoOHDQSbDsWEDfnvTFDhZUBDagQMbbcO1vXohqJo/ToejiI2bZuBwFKJUGujX9xP0+v4HXdfp8fHj+hI+/i+PIqM0Do1SxpiIUKh3ERqrY/Vdo4gOPf4WyZ0Jh8/PW4WVvFtUhVsUUcsEbkuO4ebkaDSdeLJ2PNnjtJeUEA/z/pIWdsCUPZvHxr1L7sXtd3Nq4qlc2fPK9h7ScaG8vJypU6fy0ksvceGFF1JfX8/SpUsZPHgw6enprJr9E5fechsuvx+318uf33/HbU88hV8EnyjisNv54r13ef7TL7BZrdw9fRpXTb6UEH0Yb/w4m9KCAu6+YhqZg4dx9sVShNwjirz8yivMvOseZv13P6sWLuTOO+8kODWd0WecgUyE8847H11QELPnLcDv8/HA7bdy8eTJ/LlgITJBwOP34xfB7RdBkCJmnZWAeArQyKHqnGo+/Bjnli3IQkJI/f67kya6dLTIZQJdY0KgDQwE90Sd0gcMRqXRHnQdv8tL3Zxc7BukmixlYjDhU7qhjDq5+5fItAq0vSPR9o6UjCdqHI1RKVduHX6rB/vGKuwbG963+KDGqNSbl/Zj6uAkUvKtCMvKwOtDUMsJm5SObnDrBeke0bT532I8DaIpIiGIwRP2iqaCovcoKvoUr1eKHup0aaSm3kJM9KSDiqY9KBTBhIT0ICTkwJ5ifr8Lh6O0UUzZG+6lv0sQRTd2ez52e37jNoNDYfAwEBGwegyU1EdQbY/kpyWRzFoSR/+03kzoP5iMQzhnaoKVjL+hD9uWlLJ8dg5F241898wazryqB8m9jmzI0RoOa3u+YkXjejK9Ht2gQZLBw5AhaHp0R1C07mfSUr+NzZtn4nbXoNEkMqD/F+h0B7oA1tndfL2qkC9WFDT2oQvTKblqRCpXjUwla14RG3KLyOwaHhBOh2G3zcm35bX8WGGixiNF/E8LD+G5Lomk6U48q/W2wuv1Ul4uXSBKklWBwwS6SEhuu1YYrUEURZ5e9TQFlgJidDE8M+qZk+aCYHl5OV6vl4suuoiUlBQA+vSRIm4zZ87kiy++4KH77wNgzpw5uB0Obr/icrQ6DavUSrweD++/9x7JGRn4RZElF13Ej7O+YWNhMdqgIAb07s2PY05lw7KlnHvppfgBAeg/bDj/u+seAFIyu7Bh1Uo+ffstBp56Giv/XciubVv5c8sOYhOlLJvHP/iYi4cN5o9lK+k9aBC1Hh8usaHeSSbrNM6AByMgngI0crA6J8f27VS/+x4AsY8+EhBOHYAmKXujDu6y5yq0YPw+C5/RCQKEjE0i9MxkhMCV1yYIgoAySocySkfwqARErx9XgaWxXspTbsNTJt3qF5cgqGRkhqrx1khmG+ouYRgu7trqaJPT6mHTwiK2LCrZRzQFM2RiKun9G0RT4bsUFX/WRDSlpd5KTMykI7q0HQmZTE1QUDpBQekHPCeKPlyuSuz2vSmAe8VVET6flRClkR7hRnqEZzfZtmA77NwcilKdSFx4JsFBqYSG9iUi4lQEQeoR1WdsIvFdwpj36XaMZTZ+f3sz/c5MYsT5GciPcfPjfdnf9rx+3jwEpQrd0CGou3ZtVq+oI2E0LmfL1hvx+WwEB/ekf79PUaubugyW1Tn4dFk+364pwu6W/vcJYVquHZ3G5CFJjTVL1cUNNuUHcdo72bF6ffxWVces8lrWWfZGDRPUSp7MTGBilP6kmVAfK8rLy/H5fOh0OgzFC6SF3caDrGNFCX7N+ZU/8/5ELsh5+dSXCdOEtfeQjhv9+vXjjDPOoE+fPpx99tmcddZZXHLJJRgMBmbMmMEjjzzCqlWrGD58OJ999hmTJ08mrMG4Ri2TodPp6N99r+V8anwcaampdIvcmyGTFh9HvamWHsHSxVmlIDDulFH0CtbiQ8QvwumjRvLu22+RrFXxV14O8YlJ9M1IbYxwDezTm9CwMEpzdjNoyGDkgiTCBAEilJ1bfnTu0Qc4Zuxb53TPWd0YkhqO3+Wi7P77wesl5KyzCD2344XtT0bKs7OwVFeh1GhJGzC4yXOiT8TybxH1i4rAD/IwNeFTuqFOa30PqJMJQSFDkyn1idKPT8NX75as0BsiU36bB2+NQ4o2TUxvdfqj0+ph04IG0eTaRzRNSiW93x7R9E6DaJLqbnS69AbRNPGoRVNzEAQ5Gk08Gk08MLLJc6Io4vHUNgiqIhz2Qmz2QiqMObhdxWjkFrQKC/h2UF29gz2mdEFBXUhNvZmY6AkIgpyIhGAufWAwK2bnsHVJKZsXFFOaZeKsmb0wxAa1+WtUJSURMXPmMd1nRcVv7Nh5H6LowWAYQd8+76NQ7DXG2F1ZzwdLcvltUxneBrve7rEh3Dg2gwl94lDuc4FDFMW9NuXN7PF0oiOKImvNNr6tMDKnqg57Q/2EXIAzwkOZFhfBGRGhKDupi1d709jfKTERIeszaWGP89pxRAeSY8rhudXPAXDLgFsYEN0xjSzaCrlczvz581mxYgXz5s3j7bff5uGHH2b16tWkpaVx7rnn8vnnn5Oens5ff/3F4sWLm2yv3M91VBCEgy7z7+eeLAgCCpmAAum7pZZL0SODUoGuwTlvfyMWQRSJ06joHqwlSqVEI5PRJ7jz95ILiKcATeqcxnaL4vox0lXo6jfexJ2Tizwyktgnn+j0H/YThawVUmPcjEFDUar2Rjy8tQ6M32fhLpImW7r+UYRdkIlME/iatxZ5iIqggTEEDYxB9ItSJKrChjozDIW+5dEmh9XNpgXFbN1XNCUGM3RiGmn9IvH66skvfIfiJqIpo6Gm6fiIpuYgCAIqVSQqVSR6/cDG5XtKtUuM1czdtI51uduQ+UqJ0VUzKGYz2LLZvv0Odu1+g26ZUp2WQqVgzNRuJPUM598vd1FTbOWH59YyekpXeoyM61TnnaKiT8nOkSZ1MdGT6NnzJWQytTThLzDx4ZJcFu6qalx/RHoE15+azqldow76Ou0WN456D4IA4QltLyY7MtVuDz9UmPiuvJZs+94+VhlaNZfFhTM5NpwYdcA4ozVU26t5ee3L6JQ6dNultO4QrQ1vfTkKVQikn9rOI9yL3WPnniX34PQ5GRU/iv/1/l97D6ldEASBUaNGMWrUKB577DFSUlL45ZdfuOuuu7jmmmu47LLLSExMJCMjg1GjRh2TY65ateqAv7t37w5Az549KSoqori4WGqsDOzYsQOz2UyPHk1TxjvTOf1QBGZVJzkH1jn1RyYTsK1Zg/GLLwCIe/opFAZD+w40ACDZJ+9etQyA7g0pe6IoYl9fRd1vuYhuqQbHcGEmuv5H14w0QFMEmYAqIRhVQsvTpxxWN5vmF7NlcQneBtEUmRTMkIlppPXdI5rebhBNDeJXl0la2i2NUZrORGJ4FNeePp6ZY89hdb6RH9YV88TqPEbELuKslMUEUcCOnfewYcdrRMddx8BuU0jrF8WUR0JZ8MUOSrNMLPpqF8U7jIy9vBvqDu4mJ4p+cnJeoKhYaiaalHQ1XTIfQhQF/tlewYdLcqUG20gpK+f0iuX6UzPonxR22P3WNKTshcXoULZhA+qOitcv8q/RwrflRubXmvE2uLRrZTLOiw5jalw4w/StawMQYC/fZX3H3IK5IMKEiglo0fJq5SweS00iRaYjbdmDpIamkqZPI02fRmpoKsGq9kkjfWHNC+Sac4nSRvHsKc8iE06+VPTVq1ezcOFCzjrrLKKjo1m9ejXV1dWNIuXss89Gr9fzzDPP8NRTTx2z4y5fvpyXXnqJCy64gPnz5/Pjjz/y559/AnDmmWfSt29fLr/8ct544w28Xi833XQTp556KoMHDz7CnjsfAfF0krN/nVN4kAqf1Ur5gw+BKBJ26SWEnHZoW90Ax5fSXTuwmoyodUGk9B2I3+7B9EsOjq01AKhSQwmf0q1ZTWADtD2OereUnre49EDR1C8Sr7ee/IK3KC75vFE0BQV1IS31FqKjx3c60bQ/MpnAiIwIRmRE4PT0YXHWCOZunQLW2ZyWtJAQVRmWiif4pfBdLPJpDO99Oefe1o9N84tY81s+OeurqMy3MO5/PYnLDGvvl3NQ/H43O3beT2XlbwBkZj5ATNzV/LiulA//yyW32gaASiHj4oGJXDcmnbTI5kWRakoaUvaSTq6UvVy7k+/KjfxQYWzszwQwMFTHtLgIzo8OI6QTO3V1NDZXSS0MTo8+HW2BFhERm8qERxDIER3kFM4/YJtobTSp+r2CKi1Uuo8JimkzQfN77u/8kvMLMkHGi2NeJELbNgYzHZ3Q0FD+++8/3njjDSwWCykpKbz66quMHz8eAJlMxowZM3juuee48spj50B49913s379ep588klCQkJ49dVXOfvsswEpmvTrr79y6623MmbMmCZW5ScigiiKB3bcO8GxWCzo9XrMZjOhoSdvz4ddFRbOf2c5Lq+f+8/pzo1jMwAoe+QRzD/NRpmQQNqcOciDT+50kY7Egk/eY/P8v+g19kzGjpuB6YcsfBY3yARCxyUTcuqx7ZkToHU46t1snF/E1iV7RVNUcghDJqaS2jcSr9dCcfHnFBV/js8nRRck0XRrg2g6sa+m2t1eFu0sJDv/S1I0cwhVSSKhxhHOmuqJJMZfwikREez6JR9LjRNBgCGT0hg0PhVZB/p8e71Wtm69CaNpOYKgIC3zOebl9eez5flUWqTUshCNgiuGpzBjVCrRIS27qPHPx9vIWV/FiAszGHh2Slu8hA6Dzefjjyoz35bXsspsa1werpRzaWw4U+PC6R50cGfRAK3H5/cx8tuR2L12Xu32Kiv+XkFclIFrqx+jXKUlf9pXFNgryTfnk2/JJ9+cT42j5pD708g1kqhqEFNp+jRS9amkhKagVbT+/5dvzmfKH1NweB3c1O8mbux/Y6v31VqcTif5+fmkpaWh0XTsC5TXXnstlZWV/Pbbb+09lA7F4f6HLdEGgcjTSYr1EHVO9f8uwvzTbBAE4l94PiCcOhB+n4/dq5cjQ05P7TBqPt0KIigitYRf1g1VoKC83bFb3GyaX8TWJSV43VKxbVRyCEMmpZHaJwKv10xe/hsUF3/RVDSl3UZ01DknvGjag06lYGK/DOj3JBb7PSzb8in++q+I1BqZkPwVRufvvL/qTKrCzuRsXQiyIjtrfs+neKeRcf/rRUh4+09cXK5qNm+ZSX39dmQyLTudD3H7J8HUu6R+WTGhamaeksbUocmEaFqXdlhTIn1Gok7QyJMoimy02JlVbuTXKlNj80wZcFp4KFPjwjkrMhTVMXBADHBwcupysHvtBCmD8BqlKF+SyoIMSEg7jYTUcZyy3zb17noKzAWNYmrPrai+CKfPyS7jLnYZD+wbFx8U3yim9hVXkdrIw6ZeOr1O7llyDw6vg6GxQ7mu73XH8B04sTCbzaxdu5ZvvvmGOXPmtPdwTlgC4ukkRBRFHv5l6wF1Tl6jkfJHHwUg/Oqr0Q0Z0s4jDbAvRdu3oHAoODXpKmS7pB+5oKGx6CelIzsJ6yE6EnaLFGnato9oik4JYcjENFIaRdPrFBf/3z6iqWuDaDr7pBFNByNUF8KE4Xfg891AfvF35Od/QLimmst7/ESdcx5zC86gyjiGM2zBlOeYmfXUas68sgcZA9uvps9uz2fjpqtxOotx+0N5dc315NTpAS8ZUUFcf2oGF/RPQKVo/f/V7fRSVyXZb0cknlg25TVuL7MrjcwqN5JlczYuT9GomNpg/hCvOfZNkwMcyOZqKWWvd2RvSgoamuPWb5Ke7D7poNuEqELoE9WHPlF9miz3+r2UWkubCKoCSwF55jzMLjNltjLKbGUsL1veZLtgZXCTmqo9t6SQJFRyFS+vfZndpt2Ea8J5YfQLyDuYbXpH4vzzz2fNmjVcf/31jBs3rr2Hc8ISEE8nId+vLWbOprImdU6iKFLx+OP4amtRd8kk6vbb2nuYAfZBFEWq/97JWfFXoZApkekUGC7uiraNmooGaB52i5uN8wrZ9l9pU9E0KY2U3hF4vXXk5b1GccmXjaIpOKgbaWm3ERV11kktmvZHLteQmTqD9OSplJXPJj//fcIoY2r3X7CkL2BJ3hmE7DqdWKeWvz/aBulBnDO9Bxnxxzf12mLZwroNVyP666iyR/L6+hupckQxKMXADadmcEb36GOSWmgss4EIQXoVutDOLyR8oshiYz2zymuZV2PB01AxoJEJTIoK47K4cEaGBSMLmD8cV/aIp77hfalYVQFAomUNCHKpv1MLUMgUpISmkBKawtiksU2eMzlNTQTVnscl1hKsHivbarexrXZbk21kgoy4oDhKraUICDw/+nmidFGtf7EnAfvbkgdoGwLi6SRjZ7mFx39r2s8JwPLbb9TPXwAKBfEvvohMHejI3lHw1bsx/phFnDEJZCDGK4iZMQj5CTCh6qzYzC42zi9i+5JSvJ4G0ZQaypCJqfuIplcbRJNUvxEc3J201NuIihoXEE2HQSZTk5gwjfi4Syiv+IWCgveAEs7t/ivOLgvZkXUGQbtOR8yDb55Zw840FWOGJDCxTxzJEbo2G5coiiza8hvu6gdRylwUmJN4c+P1DM3I5PpTMxrPpUeD3+enJMtEzroq8jZJzbEiOlA6rs1mIy8vj5ycHKqqqlCr1Wg0GrRa7SHvq2UKfq938XNNPRX7mD/0DdEyLS6CC6PD0HfyhpmdmS3VWwBIJZUN/g0EqwTC3BZIPRV0R/+Z3oNBY8CgMTAwZmCT5W6fmyJLURNBtae+yuaxUWotBeCaPtcwMn7kwXYdIMBxJ3DGOomwurzcfJA6J095ORVPPwNA1C03o+nZsz2HGWAfHDtrMf2Ujd/mwef3stO5mnE33YNcEfjqtiWiX8Tt9OKye3HaPLhsXpx2Dy67F2OZjZ3LyxpFU0xaKEMmppHcKxyPx0Ru3quUNBFNPUhLu5WoyIBoagkymYqE+CnExV5ERcUcCgrfBUcRA3v+ir/HQqp2noEs6zT0uQLzy7J5ce4u+ibpmdQ3jgl94kg0HBsh5fH5+WNLGcs2f8VZiZ+hlPnZXtudUh7lp5t70TXm6MSN3y9Sll1HzrpKcjdW47R6Gp/Tharod3ri0b6EVuPz+SguLiY3N5ecnBzKy8ubtZ1XJiMvMp5dsSmUGfZGCjQeN71MlQy2GUkV/KizNSw6jPDa914ROOcdc+qcdRRYCgDQ2aTvS5K8WmqB2uPc4zIGlVxFpiGTTENmk+WiKFLtqKbAXIDda2dM4pjjMp4AAZpD4Gx0ktBY51TTtM5J9Pspe+gh/FYrmn59ibjmmvYeagDA7/Zh/isf2yppsuJQ2lmS/y3pZ4wICKcW4PP4JdFj8+Kye3Davbhsnn1EUcMyuwenbe9zLruHI/mQxqSFMmRSGsk994imVxpEk1SnEhzck/S0W4mMPDMgmo4CmUxJfPwlxMZeQGXl7xQUvovdnk9sz1+J6Taf2l2nM273GaR5NMwtMvNciZnn/tpF/6SwRiEVH9Zyly+728t3a4r5dFkefcN+55KuvwNQ7R3LJWe+Tryh9emCol+kPM9MzroqcjdUYbe4G5/TBCvJGBhNl0HRxHUJO+7ugkajkZycHHJzc8nPz8ftdjd5PiYmhoyMDJKSkvB6vTgcDpxOJ3aHg91uP0tkGtZrQnHuqUsRRRJN1XSvKCS1phyFKF10KGzhuJRK5UFF1cGWqdVqZDJZ400ulzf5+3DLTqaeUVtqGqJOoalUl0mRzkTHDunJ7hPba1iAZH0drYsmWhfoVxig4xGYhZ0kHKzOCcD0zSzsK1chaDTEv/ACQmBi3u64S60Yv9uFt9oBgG5ELHN+eRSnx0q3kSff1TdRFHE7fU1FT+P9PlEh2z4iyO7BafM01iG1FoVShjpIiVqnQNNwr22Y3Cb1DMfjMZKb+zIlpV/tJ5puaxBNJ89ErK2RyRTExV1IbOx5VFb+SX7Bu9jtOUT2+h1D1wWEZ59Ol6Kz2RwZxj+1dWwqlm7P/LmTQSkGJvaRhFSs/vBOfbVWF/+3spAvVxZgtru4rNsvnJmyBICYuP9xevcHWyWGRVGkssDSKJisJlfjc2qdgvQBUXQZFENCtzBk8uMntl0uF/n5+Y2CyWQyNXlep9ORkZHReAsJaRppM3m8zK408W15Ldute80fEjVKLouNYEpcOPFKOS6Xq1FoHel+/8cAHo8Hj8dDfX19m74fgiC0Wng1Zx2FQoFSqTzgplKpDrtcoVAc8/PJpqpNAPSL7EfJqgazCMogcQiExh/TYwUIcCIRmCmfBByqzsmVl0fVK68AEH3fvajT0tptjAGkq9HWpSWY5xWCT0QWoiL80q4U1+3E6bASEhFFfJdu7T3MNsHj8mEss1FbaqWmxEptqRW7xd0olET/UbSjE6TJqVqnRLOPCFIHKfc+1inRBEn36qC96yiUB3d1crtryc19iZLSrxtFU0hwL9LSbiMy8oyAaGpDBEFObOx5xMRMoqr6bwry38FqyyKy558YuiwgPOd0Lup3BeWJ0fyxvYK1BUbWF5pYX2jiqT92MCR1r5CKDt0rpIpq7XyyLI8f1hXj9PhRCB7uHPwtvcLXAdAl8yGSk2e2aKyiKFJTbCV7XSU566uor90rLlQaOWn9o8gcFE1Sj3DkR+HM1xL8fj/l5eXk5uaSm5tLcXExfv/eiwwymYykpCQyMzPJyMggNjYW2X5W4X5RZKnJyqzyWuZWm3E3hGlVgsD4KD3T4iIYbWhq/qDT6dDpWp5K6ff7WyS8HA4HHo8Hv9+Pz+fD7/c3ue277GCIoojP58Pn87V4rG1Nc8RWc4TYntuOoh1ovVq6qrqSZ8tDhp84qqDH8e+hFCBAZyIgnk5wDlXnJHq9lN3/AKLLRdDIkRimTm3nkZ7ceOtcmH7IwpVnBkDTKwLDRV2QBynZ9cZSALqNHI3QyfudiKJIfa2T2lLrPkLJJlkyH0EfyZUyNA2ipzEStOfxIcSPWqdErVUcs8bBbreRwqKPKCn5Gr9figyGhPQiLe12IiNOD4im44ggyIiJnkB01DlU18wnP+9trLadRPSYi9+7kPCCs3h30t34QwYwd2s5f24tZ22BqfH25B87GJoaztm9YtlYXMefW8rYo9EHJSm5vu/nyD0bEQQlPXu8RGzsec0alyiKGMtskmBaV4W5IYIMoFDLSesbSeagaJJ7hR9SnB9rLBZLo1jKy8vDbrc3eT48PLwxspSWlob6MIZBq+qsPJZdyhbr3tfVK1jD1LgILo4xYDjG5g8ymQytVotWe2wb5Iqi2CiUDiewDrWsNev4fD68Xm9jFG3fm9vtPujyfUXcnmXHilhimcAE8orzAIijCiW+Q1qUBwgQQCIgnk5g9q1zitPvrXMCqPnoI5xbtyILDSXuuWcDk752xL6lGtPPOYhOL4JSRti5GeiGxCAIAh6nk7wNawDoNmJ0O4+0ZXhcPmrLrNSWSLeaUune7Tz4FV1tqIrIhCAiEkOITAgiJELbJF1O0Y69rLxeK0XFn1NU9Emj5XhISG/S024nIuK0wPenHREEGdFRZxMVeRY1tf+ya/vruNmJNv4PNu34hxDVhVw27HZmjBpJudnB3K0V/D97Zx0exfm14Xs92U027i4kwd3dCqXeUm+pUG+pQFtKlVKhXmpUfqX21b1Qwd3dIcTdbZPdrM/3xyRLQoLHgLmva67dnR15V7J5nznnPOfvvfnszK5kS0Y5WzLKXcca3smf+4bqUVY9To3xMAqFjh7dP8bXd+hJx1FRaCRlezGp24uoKDwqTpQqOVHd/YjvG0RUdz9UbfA9ttlsZGdnu4weiouLGz2vVquJjY11CSZf35O7qmXXWngprYBFJZUAeCjkTA725cYQX3p4uJ9zfwMymcyVoteRcTgczYqqk4mu462vf85sNVNVW4XSqUSO+B704CAEdgW/uHZ+1RISHRtJPJ3HNKpzuvFonVPt/gOUzv8YgODnnkMVHNyew7xgcZrtVC5Mw7RTnNiowj3wvSEJlf/RK6xpO7Zgt1jwDgohKDb+eIdqV+qjSfXpdmW5YkSpqrS22WiSXCHDJ0SHf5gHke7wAwAA2MZJREFUfuEertuO2MvG6bSQm/c9mZnzsdnESbaHRxfiYh+TRFMHQyaTEeA/Fv8RY8jLWs7BfW+j0KVgdPzM+vV/EBpyHbFx93HnsBjuHBZDXmUt/+0rYOXhYoL0bkwdFkOMdxm799xOjTkPtdqfXj2/wNOz63HPWVlsInV7Mak7iinLq3GtlytlRHX1I75fINHd/VG7te6/WkEQKCkpcUWXMjMzsdvtjbYJDQ11peKFh4ejUJyaiDPaHbyfXcwnOcVYnAJy4OZQP56MCSZArWqFV3OeYq6CtW+BIQ9UWlDr6m61oNIdc1v3vFqHQqVFodbhptaCzhtaSOz9nPwzL21+iYEhA/l07Kc4f5yCKmUPdH6qRY4v0THZuHEjw4cPZ/z48SxevNi1PjMzk5iYGBQKBVlZWYSFhbmeKygoICIiAofDQUZGBtHR0Y2OedFFF7FixQo2bNjAoEGDXMc6ES+88AKzZ892PZ49ezZ//vknu3fvbrRdZWUlPj4+rFq1ilGjRgHw22+/8cYbb3D48GGcTieRkZFMnDiRt99++4zekzNBEk/nKQ3rnJ6YkEi/ujonp9lM/syZYLfjOXEi+kvb11HnQsWSZaD8p2Qc5WaQgeeoCPTjIpEdUyievKlByl4HmKhbzaJVd2ldNKksT4wo2Y4TTdLq1fiHe+BXL5TCPfAO1qJow4L4M0EQHBQU/kFG+nuYLfkAuLtHExf7GIGBkyT3vA6MTCYjPHo8IRFj2brsd0oN/0Prn0pB0XcUFv1EaOi1REXdR5h3OHcNj+Wu4WIqc1XVLnbsvBubrQJ392h69/oSd/fIJsc3lNaSukMUTCXZR80L5HIZEV18ie8XSEzPADTurfvv1WQykZ6e7hJMBoOh0fOenp6uyFJsbCw6ne60ju8UBH4prODV9HyK6vozDfX2YE6nMLp6tGwK3XlP4X74+VYoTz/7YyndmxdaTYSYFtQex91mT7ZogtJTH4+itgxFxnLx+G1kUS7RPnzxxRdMmzaNzz//nOzsbCIjG//GhYaG8s033zBr1izXuq+//pqwsDCys7ObHC87O5tNmzbx0EMPsWDBAgYNGkRERESjtgZvvfUWixcvZvny5a51Hh4eZzT+5cuXc8MNN/Dqq69y+eWXI5PJOHjwICtWrDij450pkng6D2lY5zQ6MYB76iYHACXvzsOaloYiwJ/gF57vEBPyCwnBIWBYmU31ymwQQOGtwfeGRDTRXk22tZiMZOwSi9Xb2mVPcAoYysxH0+3q6pMMDeo3GiJXyvBtEE3yC/fAL7RjRpNOhCAIlJQuJT39XYzGFAA06iBiYqYREjIZuVy60n6uoFDIGTxxMgVp41j7x6+4h/+OLjCZvPwfyC/4hZDgq4mOvh9390hKS1eyb/80nE4zes8e9Oz5OWq1n+tYNRVml2AqyjgqUmRyGeGJ3sT3CyK2VwBuutb7fjgcDvLy8lypePn5+QgN/PQVCgXR0dEuwRQYGHjGv+9bK2t4LjWPPdXi33uUm5oX4kO52N9L+p9xuuz5ERY9CvZa8IqAgfeC3QxWE9hMYDXW3ZrAZjzOehOuML69VlwoO6th7Q0LAbWKnmvehcVzxZU+0RB0/EirRFMEQaDW1j7mIu6q07PWNxqN/Pzzz2zbto3CwkK++uornn/++Ubb3HbbbXz55ZeNxNNXX33FbbfdxksvvdTkmF9++SWXXnop999/PwMGDGDevHnodDqCG2Q0eXh4oFQqG607U/7++2+GDRvGE0884VqXkJDAlVdeedbHPh0k8XSecWyd09sN6pyMm7dQ/vXXAIS89BJKH5/2HOoFh72slvIfk7HmiFertb0D8b4iDvlxUnpSt23GYbfjGxaBf0RUq43LarZTltfA6S63hrL840eTdF5qVxSpPqLkHdTxo0kno7xiE2lpb2Iw7AFAqfQiOuo+wsOnoFCc2N5aoik1NTUUFBSQn59PQUEBarWaYcOGERjYtn1bQuK8ufLB21nz/WCyVq7Dv8vf6IIPkV/wMwWFv+HnO5Ky8jUIggM/v5F06/oBSqUOY5WFtJ0lpO4ooiC16ugBZRDWSRRMcb0DcPdsvQsElZWVLgvx9PR0LBZLo+cDAgKIi4sjPj6eqKgoVKqzE2+5Zisvp+XzZ3ElINY1PRoVxN0RAWg6eG1Qh8NugcVPwfYvxMdxY+Gaz0F78vqyJggC2GqPI7aMpyjAjq6vtNWQqRbdBntaGxhQ9L8LJHF8WtTaHHR5fkm7nPvgnAlo1ac+jf/pp59ITEwkMTGRW265hWnTpvHcc881EmCXX345n3zyCevXr2fYsGGsX7+e8vJyLrvssibiSRAEvvzySz766COSkpJISEjg559/5o477mix13gswcHBfP/99+zfv59u3bq12nlOhiSezjN+PE6dk6OmhvynxSsJ3tdei2dd7qhE6yMIAqYdRVQuTEewOpC5KfC5Mh5trxNPIpM3rgVEo4iWvtpblGngwLo88pIrMJSam91GoZTjG6rDL0yHf7gnfmE6/MI9cPc4t6JJJ8Ng2Eda2luUV6wHQC53JzLidiIj70GlOvNGqBcS1dXVjYRSfn5+s/149u3bR58+fRg1alSTfkGticZdyfg7u5C8xZe1P3RG6ZFMQPd/0Qbuo7RsJQAhwVcTFT6bwxsrSd2RTP6RykaNkkPivIjvF0hcn0B0Xsd3o2sJSktLWblyJQcPHmy03t3dvZHRg5dX04j1mWB0OPgwq5iPc4oxOwVkwI0hvjwVE0KgRoq2njaVOfDzFMjfCchg1FMw4gmQn6FZiEwmptuptaDzP+vh7c1dCyseJFofjdeze0Wh57SD5sxSqSTODRYsWMAtt9wCwMSJE6mpqWHFihWMGzfOtY1KpeKWW27hiy++YNiwYXzxxRfccsstzV6YWb58OSaTiQkTJgBwyy23sGDBglYVT9OmTWPdunV0796dqKgoBg0axEUXXcTNN998QpfQlkYST+cRB/Obr3MCKHp1Lvb8AlTh4QTOnNleQ7xgEGxOHAYLjiorNZvyqd1XCoA6Ro/vdYkofU4cyaitNpC1bzcg1ju1BDaLg5RtRexfm9eoVgNA561pEEnS4R/miXeQe5s262xrjMZ00tPfobjkPwBkMhVhoTcQHf0gGk1AO4+u42IwGCgoKGgklo7XuNTPz4/Q0FCCg4PJycnh8OHD7Nixg7179zJ06FCGDBmCWt02Ylwmk5E0KITgWC+WLdCSvToeN98MYoZuxMMjidTl41h9eGujnmKB0Xo61QkmT9/Wjz5WV1ezevVqdu7c6UrJa9hzKTQ0tEXd4ZyCwO9FFbySXkCBRYxADPLS8VKnMLp7nn5PJgkgdTn8djfUloO7D1z9OXQad/L92hBXc9yAnqIwU0mR9TPFXaXg4JwJ7XbuUyU5OZmtW7fy+++/A6BUKrn++uv54osvGokngKlTpzJ48GBeffVVfvnlFzZt2tTEgAZEMXb99dejVIpS4sYbb+SJJ54gOTmZxMTW6Ump0+n4559/SEtLY9WqVWzevJkZM2bw3nvvsWnTpjPqJXcmSOLpPKHGYueh73dibabOqXrFCqp+/x1kMkJfm4vC4/QKhyWOIggCQq0dh8GKvcqCs8rqEkkNb52mY35o5DL0F0XhOSL8lHoOpWzdhNPhICAqBr+wiLMac1l+DQfW5pO8ucBlEy5XyojvG0jSwBACIj1x87hwri6bzQVkZLxPQeFvCIIDkBEcdAWxsY80axBwoSIIAtXV1Y2iSQUFBdTU1DS7vb+/P6GhoYSEhLiWY68EZmVlsXTpUvLy8li9ejXbt29nzJgx9OrVq80so70DtVz9RF+2LExn11I4tKjeFaoCgIBIT+L7BhLfNxC9f9sYI9TW1rJhwwY2b97smqR06tSJsWPHtkidQHPsqDLyXGoeOw2irXqEm5oX4kK5JECqazojnE5Y+yasngsIENILrvsGfFov5fpM2VuyF4CegT3beSTnPjKZ7LRS59qLBQsWYLfbG7noCYKASqWioqKi0bbdunUjKSmJG2+8kc6dO9OtW7cmLnjl5eX8+eef2Gw2Pv74Y9d6h8PBF198weuvv35a49Pr9VRVVTVZX1lZCdAkyl4ffb/rrrt45plnSEhI4KeffmrVqFdDOv4nLnFSBEHg6d+br3Oyl5VR8JxYEOg39U60/fq151A7NIJDwFHdQARVWXAYmooj7M13pj8WmUqOQq9G6e+OfnwU6vBTT1NypeydoVGEw+YkbXcxB9bmk59S6VqvD3Cn2/AwkoYEn3fpdyfDZqsgM/NjcvP+D6fTCoC//1jiYmfg4dE6V8nOFQRBwGAwNBFKRqOxybYymQx/f39CQkJcYik4OPiUUiaioqK46667OHDgAMuXL6eyspKFCxeyefNmxo8fT3x8fJtM3BVKOUOujieisy+rvzuMSqN0CSbvoLaLuNhsNrZu3cr69euprRXNGcLDwxk/fjxRUa0z6c4zW3klvYDfi8QJk04h55GoIO4JD8DtPI40tyqmcvj9HkhdJj7uewdMfK1DRnQcTgf7SvcBdZEnifMeu93ON998w9tvv81FF13U6LlrrrmG7777jksvbdwY+c477+SBBx5oJIwa8t133xEeHs6ff/7ZaP2KFSuYO3cur7zyiisidSokJSWRm5tLYWFhowtG27ZtQy6XEx9//FYt0dHRaLXaZv9ftRaSeDoP+HFbDgv3NK1zEgSBwtmzcZSXo+nUCf+HH27nkbYfToujTvzUC6GmoshZY222L1FzyLVKFF4aFHr1cW9l7sozmggaKyvIOSD+czvdxriG0loOrMvn0MZ8aqvFNByZXEZMD3+6jQgjPMnnlCJf5xN2u5GcnC/IatDg1turP3HxT+Dt1bedR9f2CIJAVVVVkxolk8nUZFuZTEZAQEAToXQ2qXYymcx1ZXPr1q2sXbuW4uJivvvuO2JjYxk/fjwhISFn8xJPmYjOvtz68pA2OVdDnE4ne/bsYdWqVS6L8YCAAMaOHUtiYmKrCEiTw8n87GI+yi6itq6u6fpgX2bFhhAk1TWdOfm74KcpUJUNSje49F3odVN7j+q4pFamYrKb0Kl0xHlJzXAvBP7++28qKiqYOnVqkwjO5MmTWbBgQRPxdPfdd3Pttdfi7e3d7DEXLFjA5MmTm5g2REVFMXPmTP755x+uuOKK445p1qxZ5OXl8c033wBir6jOnTtzww038MorrxAaGsrevXt5/PHHue+++1w1srNnz8ZkMjFp0iSioqKorKzk/fffx2azMX78+NN9a84YSTyd45yozqnqr7+oXrYcVCpC33gdeRvVFrQlTqsDp8mGs8ZWJ4iOjRiJwkiwnKKVqFwmCqATiCKFXoNM1XpXaI9s2YAgOAmOT8A76OQpO06nQNb+MvavySP7YJlLAOq81HQZHkaXoaF4+LRdIWVHwem0kJf3AxmZHzVucBs3Az/fkRdEapIgCFRWVjYSSgUFBccVSoGBgY2EUlBQUKvVJCmVSoYMGUKvXr1Yt24dW7duJT09nU8//ZRevXoxevToFjNE6CgIgkBycjIrVqygpKQEENNVRo8eTc+ePVsldVEQBP4oruTltHzy6+qaBnrpmNMpjJ5SXdOZIwiw82v49wlwWMEnBq7/Pwju3t4jOyF7SkQ30e7+3VGcqYGFxDnFggULGDduXLO/p9dccw2vvvoq5eXljdYrlUr8/Zs3J9mxYwd79uzhf//7X5PnPD09ueiii1iwYMEJxVNBQUGjvlFKpZKlS5fy9NNPc/PNN1NcXOzKVHjyySdd240cOZKPPvqIKVOmUFRUhI+PD71792bp0qWtVmfVHDKhYaOICwSDwYCXlxdVVVXo9eeum1aNxc7lH6wnvdTI6MQAFtzW35WuZ8vPJ/3yK3DW1BDw2GP433tPO4/25Ag2J06TDYfRJgoio73u1obTZG+w/uhzgu3UUugAZBoFCi9R/LjE0DGP5TpVu0dmfnxhJnmHDzDy1qn0u/Sq425nrLJwaEM+B9blU1Nx1MI4orMP3UaEE93D77w2fDgeguCgsPAv0jPmYTbnAeDuHkls7HSCAi85bxvcCoJARUVFE6FUnw7WELlc3qxQOlur67OhvLycFStWcOCAeDFIqVQyePBghg4diptbx0t/Ol2ysrJYvnw5OTk5gOicN3z4cPr3799q7/tOg5HnU/LYXlfXFKZR8Xx8KJcHeF8QFw9aDVst/PM47P5WfJw4Ca78GNy923VYp8Iz659hYdpC7ulxD9N6T2vv4ZxTmM1mMjIyiImJOS9+ky5ETvQZno42kCJP5ygnqnMSnE7yn34GZ00N7r164Tf1zrYfn8OJ02THaTxGDNXfb0YMCdYzbDSnkCHXqhpHjOpFUYNbuabjf92ry0rJOyxOHptL2RMEgbzkCvavzSNjdynOOmcwN52KpCEhdB0einfghXk1WRAESkuXkZb+jqvBrVodSEzMNEJDrj0vG9zW1NSQnp7u6gPUnOudXC4nKCiokVAKDAxsV6HUHL6+vlx77bUMHjyYpUuXkp2dzbp169ixYwejR4+mT58+KBTn3pXyoqIili9fTkqK+J2sF4VDhgzB3b11DCkKLFZeSSvg17q6Jne5nIejArkvIhD3C/CCSotSni6m6RXtA5kcxj4PQx6Bc6QPlsssQqp3kpA4Yzr+bFKiWY5X5wRQ8e13mDZvRubuTuhrc5GdRtHeiXAYbdiLTaIgOlYMGW04TEcjRcJxGqyeFDnItSrkOpUoiHRK131xvfhYUb+NTolMfXpdtjsyRzaLvYbCkrrg6Xc0ZG422ji8qYAD6/KpLDqachUc60W3kWHE9QlAeRq2pecbFRWbSU17E4NhNwBKpb5Bg9u2cUxrC6xWK1lZWS7BVFxc3Oh5hULhEkr1YikwMPC0Cnfbm/DwcO644w4OHz7M8uXLKSsr459//nGZSrRWTVBLU1FRwapVq9i7V5ysymQy+vTpw8iRI1st46HW4eTjnGI+yCqm1ilG5a8N9uGZ2FCCpbqmsyf5P/j9XrBUgS4AJn8BMWdm6tMeVJoryTRkApJ4kpA4G86d/6gSLk5U52RJT6f47bcBCHryCdTR0S1yTkt6FaVf7j+tNDlkorFCYzFUJ4COI4ZkbuePEDoTDjdojCsIgtjMdk0eKTuKcdS99yqNgsSBwXQdEYZ/+IXd1NBg2Eda+tuUl68DxAa3ERG3ExV5NyrVuV8v43Q6yc/Pd4mlnJwcnM7Gf4MhISHExsYSGxtLZGRkh4sonQkymYzOnTuTkJDAjh07WL16NWVlZfz4449ERUVx0UUXNbLc7UgYjUbWrVvHtm3bcDjEi0hdunRhzJgxx60hOFsEQeCv4kpeSssnr66uqb9erGvqrb8wI9EtisMOq16B9e+Ij8MHwHVfgz60fcd1muwtFYV8tD4aL825//soIdFetLp4mj9/Pm+++SYFBQV07dqVefPmMXz48R3E1qxZw/Tp0zlw4AChoaE8+eST3Hfffa7nv/rqq2Z93Gtray+IHNQT9XMSbDbyn5yJYLGgGzYM7xtuaJFz2kprKfv2IILNKabFeWuORoN0ddEhVyRIdVQwuSvbvX7oXKKquJDC1CPIZHIE4vj51W2U5hztqeMX7kG3EWEkDAhC7XZhX/cwGtNJz3iX4uJ/AZDJlISG3kBM9INoNIHtPLozRxAEysvLXWIpMzMTs9ncaBsvLy/i4uKIjY0lJiYGne787dumUCgYMGAAPXr0YP369WzevJmsrCz+97//0a1bN8aOHYuPj097DxMAi8XC5s2b2bBhA1araIUfExPDuHHjWlXo7TaYeD41j61Vok1vmEbFs3GhXBko1TW1CDUl8NudkCFe2GLg/TB+DijPPQOmRs1xJSQkzphWnYH99NNPPProo8yfP5+hQ4fy6aefcvHFF3Pw4EEiI5s2o8zIyGDSpEncfffdfPvtt2zYsIEHHniAgIAArrnmGtd2er2e5OTkRvteCMLpRHVOAKWffoZ5/37kej0hr7zcIv84nSYbZV8dwGmyo47wJOCe7sgu4PSw1mTX4hUAyFXhbPqzEBD70cT3C6TbiDCCYvQX/GTIbC4gI/MDCgp+bdDg9nJiYh5Bq+14zShPBaPRSEZGhqtu6dhGgW5ubsTExLiiS76+vs1+D5yCQLbZikYuQ69UoJXLz5vvi5ubG+PGjaN///6sXLmSPXv2sH//fg4dOsTAgQMZPnx4q9UPnQy73c7OnTtZs2aNq89ISEgI48aNIy6u9aygiyw2Xk0v4OfCcgTEuqaHIgO5PzIQrVTX1DLkbIWfb4PqfFDp4PL3ofvk9h7VGSM1x5WQaBlaVTy98847TJ06lbvuuguAefPmsWTJEj7++GPmzp3bZPtPPvmEyMhI5s2bB0Dnzp3Zvn07b731ViPxJJPJWq3rekfmh61H65w+vKlxnVPtvv2U1jUzC37+eVRBQWd9PsHupOzbQ9hLa1F4a/Cb0kUSTi2Mw+YkbVcx+9fmkblzOQAyZQJeAe50HRFG58EhuHmc+2lYZ4vNVkFm1ifk5n5ztMGt3xhi42bg6ZHUzqM7PWw2G9nZ2a7oUmFhYaPn5XI5kZGRLrEUGhp6UgvrXQYTjydnc6DmaJRKIQMvpQJPhUK8VR57K0evVLiWRs8pxHWqDhY59vLy4qqrrmLQoEEsXbqUjIwMNm7cyK5duxgxYgT9+/dvs/oup9PJgQMHWLlyJRUVojGDj48PY8eOpUuXLq1iOw5gdjj5NKeE97KLMDnEFM7JQT48HRtCqNu5Fw3pkAgCbP0MljwNTjv4J8B1/weB59ZvTUOk5rgSEi1Hq/2XsVqt7Nixg6eeeqrR+osuuoiNGzc2u8+mTZuadD+eMGECCxYswGazuXL5a2pqiIqKwuFw0KtXL1566SV69+593LFYLBYslqNWzvVNCc8lDuYbmL1IrHN6ckIifaOO1jk5zWbyZ84EhwPPiyeiv2TSWZ9PEAQq/kzFkl6FTKPA//auKDylf8wtRVWJqa6ZbQHmGhtORzmCowRkci556CriekdKKY/UN7j9kqzs/7ka3Hp59SM+7gm8vfu18+hODafTSWFhoUssZWdnu2ph6gkKCnKJpaioqFPurVRjd/B6RgELcktxAiqZDAEBuwAOAcptDsptZ2jeghjNqBdaDcWV/niLQo5epUBfJ9i0itaJfoWEhDBlyhRSU1NZunQpJSUlLFmyhK1btzJu3Di6dOnSalE3QRBIS0tj+fLlLuGr0+kYNWpUqzoCCoLA3yVVzEnLJ8csXkDoo9fyUnwYfb3O39TNNsdSA4segf2/io+7XgWXfwAaz/Yd11kiNceVkGg5Wk08lZaW4nA4CDomAhIUFNTkSms9hYWFzW5vt9spLS0lJCSEpKQkvvrqK7p3747BYOC9995j6NCh7Nmzh06dOjV73Llz5/Liiy+2zAtrB2osdh6sq3MakxTI3Q3qnABK3n0Xa3o6yoAAgp9/vkUmDdVrcjFtLwIZ+N6UhCpY+ud8tjgdTjL3lXFgbR7ZB482pNN5a/DQF5O1B2J69ia+77mZftaSiA1uf6xrcFsGgIdHEnGxj+PnN6rDp6NVVFS4xFJGRkaTXkuenp6uuqXY2Fg8PE7f+GNZaRVPHcl1GQRMDvJhdnwYfioFJqeTaruTKruDaruj0a2hyeIUbx1H1xnrIhq1Tie1VieF1jN7HxQy0CtE0dXZw40X48OIdm+Zhs0ymYxOnToRGxvL7t27WbVqFRUVFfzyyy+Eh4dz0UUXNZsefjbk5eWxfPlyMjIyAFCr1QwdOpRBgwah0bReI+p91SaeS8ljc11dU4hGxbOxIVwV5IO8g/8tnFOUHIGfb4WSwyBXwviXYND9cB68x1JzXAmJlqPV8xuOneQIgnDCiU9z2zdcP2jQIAYNGuR6fujQofTp04cPPviA999/v9ljzpo1i+nTp7seGwwGIiIiTu+FtBP1dU4Z9XVO1/ZsVOdk3LyF8q+/ASDklZdRtkDxdO3+UgyLMwHwviwO90TfE+8gcUKMlRYObsjn4PrGzWwju/jSdUQYUd18+eZJsdli4pBzx/a2NRAEJ0VFf5OW/jZmcy5Q1+A25jGCgi7tsA1ua2trG9Ut1adx1aNWqxvVLfn7+5+xACy22Hg2NY+FxZUARLqpeSMxnFG+R+2vdQoFOoXijO2p7U6BascJhFb90mCbxkLNiU0QcAhQYXdQYXeQbbayrqKGF+JCmRLq12ICWKFQ0LdvX7p168amTZvYsGEDubm5fPHFF3Tu3Jlx48bh5+d3VucoLS1l5cqVHDx40HXO/v37M3z48FY17Ci22JibUcCPBWJdk5tcxgORgTwYGYjuHOx51aE58Af89RBYa8AjGK79CqIGt/eoWox68dQjoEc7j0RC4tyn1cSTv78/CoWiSZSpuLi4SXSpnuDg4Ga3VyqVx/3nJ5fL6d+/v6sBYXNoNJpWvSrYmhxb5+TToM7JUV1N/tOzAPC+/no8Rpz9xNuaW035T6IZh8eQUDyGnFtWrB0Bh91JUYaB3OQK8pIrKEirQqhvZuuhonNdM1uvANFCuCQ7k/K8HBRKJfH9B53o0Oc15eUbSU17jepqMT1VrQ4gJubhDtng1m63k5OT44ouFRQUuC70gPi7FB4e7hJLYWFhZ53O5RQEvi8oZ05aHga7E4UM7g0PZEZMkDiRrimBnM3gFS7WaKjPfFKvlMvwkSvxUZ3ZvwhBEKh1ClTXCatSm503MwrZWFnDzCO5LC6t4p2kCEI0LZcKrNFoGDVqFH379mXVqlXs2rWLQ4cOkZycTP/+/RkxYsRpCx2DwcCaNWvYuXOn6/Pt2bMno0ePxtvbu8XGfiwOQeDLvFJeSy+gpi4KeFWgN8/EhRIu1TW1LA4bLHsBNn8kPo4eLvZv8jh3XTubQ2qOKyHRcrSaeFKr1fTt25dly5Zx1VVXudYvW7aMK664otl9Bg8ezKJFixqtW7p0Kf369Ttu7xJBENi9ezfdu3dvucF3EE5U5wRQ9Opc7PkFqCIiCHryibM+n73SQunXBxBsTtwSffC6JPbkO0ngdDgpzq4mr14spVZhP6YfVki8F12HhxHfJxCFqnH0JHmj2KMoulc/NNoLLz2ypiaZ1LTXKStbA4BC4UFU1D1ERtyBQtFxetQ4nU6Sk5PZsWMHmZmZ2O32Rs8HBAS4xFJ0dHSLXrBJMZp5IjnHlbbVw9OdtxMj6O6pBacTdnwFS58Xm3fW4x0JAUkQkFh3mySKKrfWadDaEJlMhlYhQ6uQE6RR0Qn4tVccn+eW8Gp6AavKqxm1NZnXEsJb3FLb09OTyy+/nEGDBrFs2TJSUlLYsmULu3fvZvjw4QwcOPCkvbBqa2vZsGEDmzdvdn3OCQkJjB079rgX/1qKQzW1TD+cw65qsRl2L08tL3UKo79U19TyGArg1zsge5P4eOijMOY5UJxfrSCk5rgSt99+O19//TUASqUSX19fevTowY033sjtt9/uMriJjo7m0Ucf5dFHHwVg165dPPfcc2zduhWDwUBwcDADBw7ko48+Om7fumOPUc+8efOYN28emZmZgOg0O2fOHH755Rfy8/Px9PSka9euPP7441x66aWt8j60FK36CzF9+nRuvfVW+vXrx+DBg/nss8/Izs529W2aNWsWeXl5fPONmHZ233338eGHHzJ9+nTuvvtuNm3axIIFC/jhhx9cx3zxxRcZNGgQnTp1wmAw8P7777N7924++uij1nwpbc7J6pyqly+n6o8/QCYj9PXXkJ9l6ojTYqfs6wM4q22ogrX43piETHHu53m3BoJToDS3hrwjFeQmV5CfUonN3Lgo391TRViCD2GJPoQn+eAd2LwIEASB5PrGuEOO3//sfMRsLiA9Yx4FBb8BAjKZkrCwG4mJfgi1unWaiZ4JVquVPXv2sGnTJsrLj9aqeXh4uMRSbGwsen3LixKL08kHWcW8n1WEVRDQKuQ8FRPM1PAAFDIZlKaIxe1ZG8QdvCPBagJTKVRmi0vK0sYH1Yc1EFQNbt1bt1+SXCbjnohARvnqmXYoiz3Vtdx/MIt/S6p4LSEcP3XL/jsKDAzk5ptvJj09naVLl1JYWMjy5cvZtm0bY8eOpVu3bk0c8Ww2G1u3bmXdunWu/loRERGMGzeOqKjWrUWsdTh5N7OQ+TnF2AXwVMh5pi7FUapragUy18Mvd4CxGDR6uPJj6NyxJ2xnitQcVwJg4sSJfPnllzgcDoqKili8eDGPPPIIv/76KwsXLmziVFpcXMy4ceO47LLLWLJkCd7e3mRkZLBw4UJMJtNZj+e+++5j69atfPjhh3Tp0oWysjI2btxIWVnZWR+7tWlV8XT99ddTVlbGnDlzKCgooFu3bvz777+uf0IFBQVkZ2e7to+JieHff//lscce46OPPiI0NJT333+/kU15ZWUl99xzD4WFhXh5edG7d2/Wrl3LgAEDWvOltCknq3Oyl5VR8PwLAPjdNRVtnz5ndz6nQPkPydgKjMg9VPjd3hX5Bd6EtSGCIFBRYBLT8I6Ii8XYOOqg0SoJ7eRNeJIPYQk++IbqTulqenFGGpVFBSjVGuL6nj/f4RNht1eTlfUp2Tlf4nSKE9TAgIuJi5uBVhvTzqM7Sk1NDVu3bmXbtm0uwwc3Nzf69etH9+7dCQwMbFXjis2VNTyRnEOKSayTG+ur57XEcCLc1GC3woZ5sPZNcFhBpYUxz8KAe8Wr5sZSKEkWC98b3tYUgiFPXNJWNj6hR1AzoioJdC0rZBN0bvzdJ4H3s4p4N6uQRSWVbKmq4e3ECMb7t/zELjY2lnvuuYd9+/axYsUKqqqq+P33313urjExMTgcDvbs2cPq1atdbqwBAQGMGzeOhISEVjcoWV9RzRPJOWTUis4ck/y9eCUhrEXTGiXqEATY+D4sfxEEBwR2hev/D/zOXwc6qTluKyIIYDt7IXFGqLSnZWai0WhcbX7CwsLo06cPgwYNYuzYsXz11VeutkL1bNy4EYPBwOeff+4SVjExMYwZM6ZFhr9o0SLee+89Jk0SHaKjo6Pp27dvixy7tWn1GfIDDzzAAw880OxzX331VZN1I0eOZOfOncc93rvvvsu7777bUsPrkJyozkkQBAqefwFHeTmahAT8p0076/NV/ZOO+XA5KOX439YVpff533D4RAiCQFVJrSsNL/dIJbWGxnZjKo2C0E7ehCWIkSW/cI9GAvdUOVwXdYrt0x+1W/s0+WwrnE4reXk/kJH5ITabGMHx8upHp/in8PI6fquBtqakpIRNmzaxZ88el6W4t7c3gwcPplevXq1eP1lls/NyegH/ly9efQtQK3m5UxiXB9Slt+VshYUPQ8khcYf4cXDJO+DTIDKi8xeX6KGND15bITqKHSuqDLlQUyQuGWsb76P1axqlCkgSxdYZigqVXMaMmGDG+euZdjCbIyYzt+7L4KYQX16MD8NT2bJmCHK5nJ49e9KlSxc2b97MunXrKCgo4OuvvyY+Pp7KykpKS0sBsZfU6NGj6dGjR6v1aqqnwmZnTlo+PxSIfw9BaiVzE8KZFODdqudtFqdDrP9x2sTbhved9gaP7aJglyvAO0qsDTpXImPmKvjzATj8t/i4xw1w6bug7jjpwa2B1By3FbGZ4NV2qg1/Ov+salsBxowZQ8+ePfn999+biKfg4GDsdjt//PEHkydPbvGLSMHBwfz7779cffXVeHqeW60ApPBCB+NkdU5Vf/xJzYoVoFIR+sbryE+xH8zxqNmcT82GfAB8r0tAHdH0CywIAhm7S9mxOBObxYGnnzt6Pzc8/d3Q+7nj6eeG3t8NN52qw1tIH4/qcrMolOoEU0NXPACFSk5InJeYhpfoQ0CUJwrF2U2sBEEgeZNY75R0HrvsCYJAccl/pKW9SW2tGGnWamOJj3sSf/9xHeI7IwgCWVlZbNy4kSNHjrjWh4WFMWTIEDp37tzqE+n6Pj7PpORSbBUjmzeH+PJcXCjeKiWYDbBiDmz7HBBA6w8Xvw7drjn1yau7D0QOFJeGmA1iCmDJ4cbCqjILTGViWmB9amA9bl7Niyp92CmPp6enlqX9Engto4BPc0r4vqCcdRU1vJcUyRCf07dvPxkqlYrhw4fTp08f1qxZw/bt20lNTQXA3d2dESNGnLDGtqUQBIG/iit5NiWPUpv4Wd8W6sczcaHolQrxanbRfshYJ7q/NSdkHNamosZZt951/xjB02i7+mNZxfsIJx708VB7gm+MGLnxjQXfuLr7caKA7wB/3wAUHYCfboXyNFCoYeJr0O/OjjO+VkJqjitxMpKSkti7d2+T9YMGDeLpp5/mpptu4r777mPAgAGMGTOGKVOmtEjt52effcbNN9+Mn58fPXv2ZNiwYUyePJmhQ4eefOd2RhJPHQiD2XbCOidbXh5Fr7wCQMC0abglnV23c/ORCioXpgGgnxCFtkdAk22KMgxs+C2FgtSjhegVhc2HqFUahSik/Nzw9K8TWH5HBZabruM4phmrLGIKXnIluckVGEoa9+GRK2QExegJTxTrloJjvJoYPZwtBSmHqS4tQeXmTnTvcyNUfbpUVGwlNe01DAbRJlet9icm5hFCQ65DLm//nx+Hw8HBgwfZtGkT+fn5rvVJSUkMHjyYyMjINhF3eWYrs47ksrRMTBmLc9fwZmLEUQFx+F/4ZwZU142x181w0cugbaE2Am56CO8rLg2xGutE1TEpgBUZ4lX8nC3i0hC1JwQkNBVWXpHQjAB1U8iZHR/GBH8vHj6UTY7ZyjW7U7knIoBZMSG4neVFiubQ6XRMmjSJAQMGsGHDBvR6PYMHD8bNrfWj7rlmK08dyWV53WfdSavh7cQIBnioIHMVJP8HyYvFaGB7I1eBQnX01nVfKQquqlywVkPhXnE5Fo2+TlDFHhVU9bda37YTLnt+EmsD7bXgFQHXft30u36eIjXHbWVUWjEC1F7nbgFO1ELolVdeYfr06axcuZLNmzfzySef8Oqrr7J27dqzNmobMWIE6enpbN68mQ0bNrBy5Uree+89XnzxRZ577rmzOnZr0/6zFwkAnE6BGT/vIaPUSGgzdU6C00n+rKdxGo249+6N39Q7z+p8tiIjZd8dAido+wTiOapx3ytDaS2b/0wjZXsxAEqVnF7jIwnt5E11mRlDWa14W2qmuqwWY5UVm8VBeb6R8nxjs+dUuytd4qphxMrTzx29vxvqVqyzMtfYyEupIO+wmIZXUdB4jDIZBEbrxchSgg/B8V6o1K3bR6U+ZS++/yBU6nPTSv94GI2ppKa9SWnpcgAUCi2RkXcTGTEVpbL9XcMsFgs7d+5k8+bNVFWJFwaUSiW9evVi0KBBx3URamnqLannphdgdDhRyWRMiwrk4cggUTRUF8K/T8ChheIOPjFw2TyIHdUm40Otg9Be4tIQmxnKUpum/5WniZPpvB3i0hA3L9EGOnaUuPjFN5o8D/b2YFX/RF5IzeO7gnI+zSlhZZmBDzpH0UvfOmlV/v7+x3V/bWkcgsAXuaXMzSjA5HCilsl4ONSTacYtaJa8KtagWWuO7qB0h9iR4BncQMQo60SM+uj9kz6nbCB+TuM5ueLk4sZugYpMKE+HsjTx8y9LEx9X5YLFAAW7xeVY3LyaRqrqo1ctdVHAboHFs2D7AvFx3Bi4+nPQnV3fr3MJqTluKyOTnXXqXHtz6NAhYmKOX2/s5+fHtddey7XXXsvcuXPp3bs3b731lsu971j0er3r/2pDKisr8fJqXNdanw0wfPhwnnrqKV5++WXmzJnDzJkzUZ9lZlVrIomnDsLHa9JYdrAItULOx7f0bVTnBFDxf/+HaetWZFotoa+/huwsesY4aqyUfnUAweJAHaPH5+pOrqsOFpONHf9lsWdVDk67ADJIGhjMwCti8fA5/lVZu81BTbkFQ1ltnaBqKLBqqa22Ya21U5ZbQ1luTbPH0OiU6P0aRKz83RtFrlSaU3/N1lo7+SmV5B4R0/BKc2saZ6XIwD/cw5WGFxrvjdq97f4cnE4HRzaLaVCJg88flz2LpZj0jPfIz/8ZcCKTKQgNvZ6Y6IfRaJpGNtsag8HAli1b2L59OxaLmJqp1WoZMGAA/fv3b9WGp8dysKaWGQ0sqQd46XgzMYJEnZtoP779S7H/jKUKZAoYMg1GzuwY9RkqNwjuJi4NsVvFifOxoqosRYxUHf77aL2JPuyokIoZCZ5BeCgVvJ0UyUR/L2bUmWVcsvMIj0YF8WhUMKozqCvsCDT5rGWVvJW9gIQ1f4PQoK2BRzAkToSEi0XhpOrgdZBKTV10MbHpczZznbBKayqsDHni9yF/l7gci5t300iVX10E61RdIStz4Jfbjor4kTPF5QITEPXiSUrZk2iOlStXsm/fPh577LFT2l6tVhMXF4fR2PxFchAzN7Zt29Zk/bZt20hMbOa3ogFdunTBbrdjNpsl8SRxYtallPD2UrEx7YtXdKVnhHej5y2pqRS//Q4AQU8+iToy8ozPJdgclH1zEEeFBaWfG363dEGmlOOwO9m/No9t/2S4nOTCEn0Yek08AZEnL+RTqhR4B2nxDmp+YmezOlxCShRWYsSqPnplNtqwGO2UGKspya5u9hjunipXvVV9xKo+kuXuqaYkq5rcurqlkuxqV2PaenxCdHVpeN6EdfLBzaP90gjzDh3AWFGORqcjumfHMUs4U+z2GrKzPycr+3OcTjEFMsB/PHFxT6DTtX+qSGFhIZs2bWLfvn04neJk1c/PjyFDhtCjR49Wr3FpSK3DyduZhXycU4yjzpL62bhQbq23pC45IqYYZW8UdwjtDZe9DyE92myMZ4xSDYFJ4tIQhx0K9kD6KshYA9mbxQn07u/EBSCgs0tMjY8eyuoBSTx1JJeFxZW8nVnEsjIDH3aOIkF37hja1DqcvJuRz/ycEuzI8HSYeC5tPrcU/I28/mpOcHdInAQJEyGkV7OpjeckKrfmvwsAtloozzhGWKWLwqo6H8yVzUcvAdx9m0aq6tMC3equaqeugN/ugtpyUYhd/T9IuKg1X22Hpd4sokfAOfD7IdGqWCwWCgsLG1mVz507l0svvZQpU6Y02f7vv//mxx9/5IYbbiAhIQFBEFi0aBH//vsvX375pWu7pKQk5s6d6+rpOn36dIYOHcqcOXOYPHkyAL/99huLFy9m48aNrv1GjRrFjTfeSL9+/fDz8+PgwYM8/fTTjB49ulVaf7QkknhqZ/Iqa3n4h104Bbi+XwQ3DmgsjASbjfyZTyFYreiGD8f7+uvO+FyCIFD+awrW7Gpk7krRklyrJH1XCRv/SKWqWJz0+gRrGXJNPFHd/Fqs3kOlVuAbosM3pPkr+1az3SWq6gVWw+iVxWSnttpGbbWN4kzDKZ3TK8CdsCQxDS80wRudV8dJjas3iug0YAgKZcepBTtdnE4b+fk/k57xHjab6A6n1/emU/xTeHv3a9exCYJAWloaGzduJD093bU+KiqKIUOG0KlTp1Y3gTiWteXVPHkkh8w6S+pLArx4pVM4wRpVM/bjOtF+fOC95/7VcoXyaE3ViMfFXlQ5myF9tbgU7BXdA0sOwZaPQa7EN6wvn8WOYlLgWJ4qd2dvdS3jtyfzdGwId4cHdOzeR7UVrD+4kScqdGQovAEZl5Ss4ZXU9wh2VEP8WEi8WBRMXuHtPdq2R+UOQV3E5VisxqbCqjxDvF9TKAqi3HLIbXplG62/6DqZtxMQRDF63TeNnSgvIKTmuBINWbx4MSEhISiVSnx8fOjZsyfvv/8+t912W7P/C7t06YJWq2XGjBnk5OSg0Wjo1KkTn3/+Obfeeqtru+Tk5EZpeoMGDWLJkiXMmTOHefPmAdC1a1eWLFnCwIFHzYomTJjA119/zdNPP43JZCI0NJRLL72U559/vvXehBZCJgjCGVrsnLsYDAa8vLyoqqpqV3Vrtjm47tNN7M2tonuYF7/cNxg3VeNJUskHH1L60UfIvbyIXbgQVVDgGZ+valkW1SuyQS7Df2o3quTyRmYQ7p4qBlwWS5ehIchboUj7bLCYbHXRqqbRK0OpGZvFgYePRows1fVa8vTtmFeonQ4Hn9x7K7XVBq555iWie5x7kSdBECgpXUpa2puYTBkAuLtHER/3JAEBE9rVQc9ut7N//342btxIcbFYsyeTyejSpQtDhgwhLCyszcdUZrUzOy2PXworAAjRqJjbKZyJAXVXypvYj4+HS98Rm95eCJjKRYv0ejFVkdHo6UJtBI91f5FVbmIUc7CXjvc6RxLp3nEuiFCWBkcWU5GymhdVffgx+GIAgi0lzM3+gosDfUTBFDsaNC3vJHhBYKkRo1MuYdVAZBmLG2/b93aY+LoYAbtAWZu7lgdXPEi0PppFVy1q7+Gc85jNZjIyMoiJiWkTcxmJludEn+HpaAMp8tSOvLjoAHtzq/DWqph/c58mwql23z5KP/kEgJAXnj8r4WTcVSwKJ8BtfBRrV+U2MYPofVFkq5o2nA0arYoArYqA41ip2ywOVBpFh7C9PhnZ+/dQW23AXe9FZNdzL5WismoHqamvUVUl9mNTqXyJiXmYsNAbkMvPPopWabPzdEoedkGgt6eW3not3T3d0Z2kzq+2tpYdO3awZcsWqqur68amom/fvgwcOBAfn1OslWhBBEHg16IKXkjNo9zmQAbcGebPU7EhYi8jswFWvAjbFnDG9uPnA1pf6HqluABUZInpfemrIX0NwaYcvt9yJ9+GXMYLcQ+wqQrGbNzDHF0xNyZ2R9YekQWnQ4x+JP8LyYsRSpP5K2AMz8ZPo1QtGh7c5kznmcQw9Bd9e+5HDzsCGg8xfbW5FFaz4aiw8gyBqCFtP74OhtQcV0KideiYM+ULgJ+2ZfPD1hxkMnj/ht5E+DauFXKazeQ/ORMcDvSTJqGv68B8Jlgyq6j4VexdUxWsY9FvqadlBtHRkclkHVb0NUd9yl7CwCHIz8L4o60xmTJITXuTkpIlAMjlbkRGTiUq8m6UypZpcFdhs3P97jT21ogppAuLK8VzAYk6N3rrRTHVy1NLks4dlVxGRUUFmzdvZufOndhsNgA8PT0ZOHAgffv2xd29fYruM2stPJmcw9oK0SCls86NtxMj6ONVl7p6+B/45/HWsx8/l/GJAp8p0GeKaJ5RfABZ+mpuTV/D8N0P8Uj8o2zx6sH02nD+W/EPbxf/RGBkH7FmKnp4672HlmrRFS/5P0hZKvbAAnI1gczs/jorfAcB0Ekj5+0usQzw7tU645Boipu+eWfICxipOa6EROtw7sw4zyP25Vbx3F9iI9wZ4xMYkdDUhaz4nXewZmSgDAgg+Pkz97u3l9VS+s1BcAgUOWHz4Urg9MwgJFoOh91GylaxYDLxHGmMa7GWkpHxAfn5PyAIDkBOaMhkYmIfwU0T3GLnqbDZuW53GvtqavFTKbkzzJ8DNbXsqjZRYLFxyGjmkNHM9wXlAGhkEGqtxbMonwBDOYEKFfE+PgwdMoRu3bqhVLbPz5vNKfBpTjFvZxZS6xTQyGXMiA7m/ohA0S2uve3HzzXkctFUIbg7DJlGtN3K7znb+DTjEK/RiWV+Qxil78LrR97hsu1fADII6XnUyS9y0Nm51lXmwJHFomDKXCfWo9XhcPPhi27Tmasbhgk5apmMR6KCeCgqEM35YvwgcU4iNceVkGg9JPHUxlQYrdz37Q6sdifjOgfywKj4JtsYN2+m4pv/AyDk1VdQeHuf0bkcJhsFn+xFZrJTYXeyrcbRKmYQEqdO5p5dWIxGdD6+hCU1UyzdgXA4TGRnLyAr+384HKItqb/fGOLinsDDI6FFz1VeJ5z21wmnX3vF0dnj6IS3wGJlt8HEziojG4vKOGC2YpYryVC5Q3gcINbC+CgVrJdp6ZVd4opSBajbzpBjl8HE48nZHKgxAzDM24M3EiOI1Wrq7Me/amw/PvRh0T65o1tSdySUahQxQ3kgZiija2p5+GAG+4ze3N11DldXbeHV/XPwru8ttGEeKDSigIodKYqpkF4nTqFzOqFg19FmtUX7Gj/vGwuJkzgYPYkZ1f7sqhajpAPrrObPJTdAifMXqTmuhETrIYmnNsThFHj4x13kVdYS7afl7et6NWqEC+AwGMif9TQA3jdcj8fwM+sBVJhaRdnX+/GyOal1CuyRyRl2U3yHNIM4X3E4ajGZ0rFYilGpfdGoA0jetAqAxEHDkHfQGgin005Bwa+kZ7yH1SrWxXl6dic+fia+PoNb/HxlVjvX7UnlQI0Zf5WSX3vHkaRrLCb85TICslLRb9pE/7Iy+gEGnSeazj0wh0eRbIcDNbVU2B2sKq9mVflRu/swjapOSOno7amlh6c7HsqWfe9r7A5ezyhgQW4pTkQRNzs+jOuCfcSLFE3sx/vA5e+L0RSJM6azhzv/9Evi3cwi3s8u4nevgWwc9R/varIYnfuvWDNVnS/WT2WsgRVzRDvrmBF1kanRohiy1YrPJ/8LR5ZATdHRk8jkEDHI1X+p1ieOd7KK+DinGLtQi6dCznNxodxSbzUvIdEBkJrjSki0HpJ4akPmLT/CupRS3FRyPrm1L17uja+IC4JA4csvYy8oQBUZSdATT5z2OQyltWz+Mw3tgTKiNXLsgoChdxDXXRV3TtUFnUvYbAZMplSMxrrFlIbRmIbZnEvjzryg6QLd4uQodd+xY+dq1Gp/1Gp/NOoA1321pu6+yq9FDBhOFUEQKC1bSWrqG5hMqQC4uUUQFzeDoMBLkMlaXnSXWe1cuzuVg0YzAWolv/aKF5vE1mE0Gtm2bRtbt27FZBIbjGo0Gvr168fAgQMbOeJYnU4O1pjZVW1il8HILoOJVJOFPIuNvJIq/i4RXSVlQILOzWVG0VuvpXNd/dSZsLS0illHcsmziPVW1wT5MDs+VIx42a2w/l1Y99b5Zz/eQVDL5cyMDWG8v55pB7NJq7Vwoy2CKV2e5oVLP0BXmS6KqIw1kLFObM56aJG4AHiGivbXdnODg3pC/Bix/1L8eND5AbC+opontieT0ZzVvIREB0Jqjish0XpIs+k2YtnBIj5YKU5IX7u6B0nBTW0QK777HsPCRSCXE/raa8h1zfdEag6LycaO/7LYsyqHGIWMaHcFAuA1OYHo/i1Xl3KhIggCVmspRmMKRlMaJmMaxjrBZLWWHHc/lcoHjSYYm60Si6UYcKDUOLHac7FW5p70vCqVz1FRpQ6oE1l+qF1iq/7WF5nszCfjVYY9pKa+TmXlFgCUSm9iYh4iPOwm5PLWsYMurRNOh4xmAtVKfusVT6c64VRWVsamTZvYvXs3drvYtNnLy4tBgwbRp08fNJqmY1LL5fTSa+ml13JHmD8A1XYHe6pN7DKY2F1tYrfBRJ7FRrLRTLLRzI+FdfVTchndPNxFMeUpHiPGXXPCSEKRxcazKXksKqkEINJNzesJ4Yz2q/vbzt4Cix6GksPi404XwSVvXzj2421MH72OZf0TeTU9n89zS/kmv4y1FdW8nxTJgIH3wMB76pr17hab9aavgZwtRw07vCLF6FLixRA1TGz4W0eFzc6Lqfmu70uIRsWrncK4OMC77V+ohMQpUC+epOa4EhItjySe2oCMUiPTf9oNwO1Dormyd9M+M8bNmymaOxeAwBkz0PY5td4/DoeTA2vz2PZ3JmajjWCVjK7u4iTa+9JYPCXhdFoIghOzOa9BBCkVU919u/34zXk1mmB02ji0unh0unh02jh0unjUaj/XNovenUvazrX0umQ0PSeMwGItwWotFRdLCVZbKVZLKRZrCTZbGYLgwGarwGarwGhMOcnI5ajVvg0E1VGB1SiqpQ5ApfJ2RZFMpizS0t+muPgf8ShyNRHhdxAVdR8qVev1QCux2rh2dxqHjxFOJpOJVatWsX37dupb0IWGhjJkyBA6d+6M4jTdCT2VCob5eDLM56gxSpHFxu46QVUvqqrsDnYYTOwwmFzbeSkV9GoQnerlqSVIo8IpCHxfUM6ctDwMdicKGdwbHsiMmCDRTl2yH283tAo5L3cKZ6K/F48cyiaz1soVu1J5IDKQJ2OC0SiUEN5PXEY8ITbrzdshuvMFdmny+QiCwF/FlTybkkepzY4MuC3Mn2fqreYlJDogleZKsgxZgBR5kpBoDSTx1MqYrHbu/3YH1RY7faN8eHpS5ybbWHNyyHvkUdGW/PLL8L3zjpMeVxAEMnaXsvGPVKqKxYLliEB3ejscyBwCukEheAwNbemXc97gdNqorc1qlGonRpPScDrNx9lLjrt7hEscaXVx6HSd0GljT2rVbTXXkr5zOw6rgs4DrsbHp6lRSEMEwYnNVuESV0eFVt2tRbxvsZZis5UDTte2cPiEx5bJlKhVfqjUfhiNKQiCDZAREnwVsbGP4ebWut+bEquNybvTSDaaCVIr+a13PDEaFVu3bmXVqlXU1orf506dOjF06FCioqJa1NwkSKNigsaLCf5ig1pBEMiotYqpfnWian9NLVV2B2sqqllTcbR+KlSjQq9UcNgofkd6eLrzdmIE3T3rWg00sR+/BS56SbIfb2OG+XiyakASz6Xk8VNhOR9lF7OyzMAHnSPp5tmgLYRaCzHN15XmmK08lZzLinLxokmC1o23kyLo73XqGQESEu3B3lLRojxaH42XxqudRyMhcf4hiadWRBAEZv2+j8OF1fh7aJh/cx/UysZ1I44aI7kPPIijqgq37t0JmTPnpBPFogwDG35LoSBVrOFw91QxcHwkPtsKcVbb0XTyxvuyOMlND9G0wSWMjKl1qXZp1NZmIQj2ZveRydRotdGNIkhaXTxa9xgUijNLYUvbsRW71YJ3cAiBMSd3PpLJ5HXRIz8g8YTbOp32OqF1VGBZ6iNaDaJbFksJdnslgmDHYi3CYhWL4n19hxMfNxNPz6bCvqUpsdq4ZlcaR0xmgtUqfusdh6wwn0/++4+SEjH9MTAwkIkTJxIbG9vq4wGxT1isVkOsVsM1waLIsTqdHDaaXdGpXdUmjhjN5Fts5FtsaBVynooJ5s6wAJRyGRgK4L8nj7Eff090eJNoF/RKBe91juRify8eT87hkNHMxTtSmBEdxEORQeLn1gwOQWBBbgmvZRRicjgl+3GJcw6pOa6EROsiiadW5OuNmfy1Ox+FXMZHN/UmSN/YwlZwOimY9RSWlBQUAf6Ef/gBcrfj29waSmvZ/Fc6KdvESa9CJafXuAh6jQqn6usD2KqtKAO1+N3cGZniwhJONpsBoymliUgym/M41rShHoVCh1YbWyeS4tHpRKHk5haBXN6yfxrJG8XGuImDR7S4qJXLlWg0AWg0TfuFHYvTacVqLXMJKpXaFy992/yDLbbYuGZ3KikmCyEaFQti/Nm28E8OHxYjZe7u7owZM4Y+ffqcdnpeS6OWy+nhqaWHp5bb6rJsa+wO9lbXkllrYYSvJ+Fu6jr78S9h2WzRflyuhCEPw8gnJfvxDsLEAC/6eemYeSSHf0qqeC2jkKV1Uag4bePf2wM1tcw4nMPuajF9c1Cd/XgnyX5c4hxCao4rcSy33347X3/9dZP1EyZMYPHixURHR5OVlcWmTZsYNGiQ6/lHH32U3bt3s3r1agBmz57Niy++CIBcLic0NJQJEyYwd+5cAgLEOYhMJuOPP/7gyiuvbDKGyspK/vzzz+OOsbnnd+/eTe/evcnIyCA6OhqATz/9lPnz55OamopKpSImJoYbbriBmTNnnv6bcwZI4qmV2J5Zzsv/HAJg1sVJDIz1a7JN6UfzqV62HJlKRcQHH6AKCmr2WBaTjR2Ls9i7MheH3QkySBoYzMArYtF5aSj7v4PY8o3IdSr8b++K/AJy1bPba0hPf5fcvP+ra+DaFJXKB502vi7N7qhQ0mhC2iQ6ZzbWkLl7OwBJQ87Mer6lkMvVuLmF4OYW0qbnLbLYmFwvnNRKZpiK+Ofz33E4HMhkMgYMGMDIkSPRarUnP1g74aFUMMTHgyE+HuKKZu3HP4Dgbu03SIlm8Vcr+bxrNL8VVfB0Si47DSbGbUvm2bhQ7gjzx+IUeCezkPk5xTgE0CtF+/GbQyT7cYlzC6k5rsTxmDhxIl9++WWjdQ3Nl9zc3Jg5cyZr1qw54XG6du3K8uXLcTgc7Nq1i6lTp5KXl8d///3XKuM+lgULFjB9+nTef/99Ro4cicViYe/evRw8eLBNzg+SeGoViqvNPPDdTuxOgUt7hDB1WEyTbQxLllL60UcABL/4Iu69ejXZ5lgzCICwRB+GXhNPQKRYY1P5TzrmQ+WglOE3pQtK3wvnCmlJyXKSj7yAxVII1Js2NBVJDU0b2oO07Vtw2O34hUfiHxndrmNpD4rqIk6pJgsBMrhkxxpSy8UUvdjYWCZOnEhgYGA7j/I0aM5+fOxzMOAeyX68AyOTyZgc7Mtgbw8eO5zN2ooanknJ45+SKgos1kb24692CidIsh+XOAeRmuO2LYIgUGuvbZdzuyvdT+sCsEajITj4+CZi9957Lx9//DH//vsvkyZNOu52SqXSdZywsDAefvhhnn/+eWpra3F3b/2Mi0WLFnHdddcxdepU17quXbu2+nkbIomnFsbmcPLQ97sorrbQKdCD16/p0eTLbU5OJn/WLAB8b5uC99VXNXpeEAQy9pSy8fejZhA+wVqGXBNPVDc/1/FqthRQsy5PPM61CWiiWs8drSNhsRSRfGQOJSWLAXB3iyQx6SX8fIe188ia5/DGtQAktnPUqT0otNi4ZlcqabUWvGwWxu9cg9JswsfHh4kTJ5KQkNCxa/MEAQx5UJoCZanibdpKKKtzP5Tsx885wtzU/Ngzjq/ySnkpLZ+NlTWAaD8+t1M4EwOkAnuJcxepOW7bUmuvZeD3A9vl3Ftu2oJW1XLZGtHR0dx3333MmjWLiRMnIj/FGk93d3ecTqerrUhrExwczJo1a8jKyiIqKqpNznksknhqYV777zBbM8rx0Cj55Na+6DSN32J7RQW5DzyIYDKhGzKYwGMa4RZnGVj/S2MziAGXxdJlaAhyxdEvsjmlgsq/xL5R+nGRaHueQ1fuzxBBcJKX9wOpaW/gcNQgkymIjLybmOiHUCg6Zn2JobKMrL27ALHe6UKiwGLlqh0pZFpseJhNXLJnPf5OOyPGjWPQoEEolR3o58dSI4qjeoFUlnJUMNlMTbfXBcDE1yT78XMUuUzGneEBjPLV83JaPhFuah6PCZbsxyXOeaTmuBLH4++//8bDw6PRupkzZ/Lcc8+5Hj/77LN8+eWXfPfdd9x6660nPebhw4f5+OOPGTBgAJ6eR12Hb7zxxia1yxaLhUsuueQsXwW88MILXH311URHR5OQkMDgwYOZNGkSkydPPmXBd7Z0oNnLuc+iPfksWJ8BwFvX9iQuoPGXVLDZyHvkUWx5eagiIwl75x1kdRPI2horm/9M5+CGfBCOmkH0mRCF+pgaJluxibLvDoETtL0D8Rzbsle9BUGg0u6gyGqjyGKn0GKjyGqj2GojUK1isLcHPT3dUbeh81RNTTKHDz9DlUEUInp9L5KSXsHTI6nNxnC6GK1GZn96L2FOJ/YAdzyDzn+BW092jYnLtx2iEAUeZhOX717PiM4JjB07ttEPbJvidEBVDpSmNhBHKeLjemvx5pApwDcG/DqBfzz4J0LSJZL9+HlArFbDF92bplVLSJyrSOKpbXFXurPlpi3tdu7TYfTo0Xz88ceN1vn6Nv4/FhAQwOOPP87zzz/P9ddf3+xx9u3bh4eHBw6HA4vFwqhRo/jss88abfPuu+8ybty4RutmzpyJw9F8bfrpEBISwqZNm9i/fz9r1qxh48aN3HbbbXz++ecsXry4TQSUJJ5aiCNF1cz8TXS4uX9UHBO7Nc0rLZr7GqatW5FrtUR89CEKb2+cToGD6/PZ/FcaFqMY8kwYGMTgK+Pw8Glav+SosVL61QEEswN1lB6fazqdctqTIAgY7A6KrHaKLDYKrTaXMCqy2Clq8NjibN6hrh53uZz+XloGe3swxNuDXnptq9j4OhxmMjM/JCv7fwiCHYXCg7i4GYSH3YxMVndVw1QO+36F8L5i0X47RwKqy0vZt3oZa/77iTCD+Jnu9s3nnmX3MG/0vPO674YgCKw9cIh7c6uo1LjjWWvknuI0bppyM2FhTZtDtwq1lc1HkMrSwGE5/n5af/DvBH7xdbedxFufaFBI9S8SEhIdm4bNcXsE9Gjn0VwYyGSyFk2da010Oh3x8SfuMQkwffp05s+fz/z585t9PjExkYULF6JQKAgNDW1kOlFPcHBwk3N5enpSWVl53PPq9XqysrKarK/fx8ur8dypW7dudOvWjQcffJD169czfPhw1qxZw+jRo0/yCs8eSTy1AAazjfv+bwcmq4Oh8X7MGJ/QZJuKn3+m4vvvAQh96000nTpRmFHF2h+OUJItNuH0C/NgxI0JhMZ7N3seweak7P8O4Sg3o/B1w+/WzsiUcgRBoMbhbCCEbBQ2EEjFdbdFFhu1JxFFDfFRKgjSqAhWqwjSqAhQK8motbCpsoZym4O1FTWsrRDrBdzkMvrpdQz29mCwtwd99FrcFGcnpsrLN3A4+Tlqa8U/poCAi0jo9PxRpzhBgD0/wNJnwVQmrgvuAX1vh+7Xglvb1YDZbTbSd2xh/6plZO7ZhSA4UQM2hROP3p3ICt5CddF2bv73Zj4a+xFR+vbJ021NioqK+GHZCub7RmFw1+FlqeXDEA/GXXxry9c1OexQmdVUIJWmgLH4+Psp1OAb21Qg+cVLkSQJCYlzGqk5rkRL4OHhwXPPPcfs2bO57LLLmjyvVqtPSYSdLklJSfzwww+YzWbcGrTt2bZtGwEBAfj4+Bx33y5dugBgNBpbfFzNIYmns0QQBB7/eQ/ppUZCvNx4/4beKI8RDaYdOyh86WUAAh55GOWAYaz6v0Mc3FAAgNpNwcArYuk2IqxRXROA0e4QI0RmG2lrs8mnlpIublR39aX4SBbFVjuFVhsmh/OUx+ylVBCkVhGsURKkUdXdb3irJFCtOq74cQoCyUYzmypr2FhZw6ZKI2U2O+sra1hfV3ytkcvooz8ameqr1+F+imLKai0nJfVVCgv/EI+lCSYx4QUCAi46ulFJMvw9HbLWi4+9I6G6CAr3wj/TYelz0P0a6HsHhPZutWhUSVYG+1ct4+D61ZirDa71hb5m0iNqmXb9HEbFjeWiiiM8tOIhsgxZ3Pzvzbw76l36B/dvlTG1NSaTiVWrVrFq3wH+6jGUancdgYKDv4b2IMZTd3YHN5Y1TbErS4HyDHDajr+fR3AzUaR48I6SHPEkJCTOS6TmuBInwmKxUFhY2GidUqnE39+/ybb33HMP7777Lj/88AMDB7aOIcaUKVMICwtj7ty5ANx888289NJL3HrrrcycORMfHx82bdrE3LlzmVVnsgZw//33ExoaypgxYwgPD6egoICXX36ZgIAABg8e3CpjPRZJPJ0ln6xJZ+nBItQKOR/f0hc/j8bhS1t+PrkPPwI2Gx4TJlLQ+TK2PL8Zi0lM50oaFMzgq+PR6tU4BIGPsotZUWaguC6FrqahKPICvOrUuKG6yVg8FfLGIqhOCNVHj4I1KgLVqlMWMcdDLpPR2cOdzh7u3BkegCAIpJgsdUJKFFQlVjubKo1sqjTyDkWoZceIKS8d2mPGIQgChYV/kJL6KjZbBSAjPPwW4mJnoFTW1cnYamHtW7DhPXHyrHSHUU/B4AfBUi1GonZ8BaVHYOc34hLcA/rdAd0mt0g0ymys4fD6NexfvYyi9FTXeg8fX2xd/PleuYpqnZ25w+cyKnYsAAk+CXx/yfc8vPJh9pXu455l9/DC4Be4Mv7Ksx5Pe+FwONi+fTurVq2iWJCzqKconCLVSv7o24UwN/XpH9RuhcN/i59bwW6orTj+tko3URw1F0Vqw6ijhISEREdAao4rcSIWL15MSEjjHo+JiYmuRvUNUalUvPTSS9x0002tNp7s7OxG9UleXl6sW7eOp556iiuvvJLKykpiY2N56aWXuP/++13bjRs3ji+++IKPP/6YsrIy/P39GTx4MCtWrMDPr21a08gEQTj1PK7zBIPBgJeXF1VVVej1Zz7J2pBayq0LtuAU4NWrunPTwMbGDc7aWjJvvhnLwUOYeowitcftlOaKIUX/CA9GXJ9ASF2KXoXNzgMHs1hV3lQU6ZDhZ3QQYHESFuBBWKhnI4EUrFYRqFGiU3SMK+qCIJBWl963sUKMTBVaG0cJVDIZvTy1DPHxYLC3jq6qMnJSn6eiQmw46qFLJCnpVby8eh3dKXU5/DMDKjLFxwkT4eI3cHpFUFhYiFqtRq/Xo1apIHsTbP8SDv51tM5FpTvjaJTgdJJ9YC/7Vy0jdesm7DaxJ4xcoSS+30C6jR7PDvcMXtwyB4CZ/WdyS5dbmhzHbDfz7IZnWZK5BIC7ut/FtN7TkMvaznyjJUhLS2Px4sWUlJRg0Gj5p+8IqlRuRLur+b1XPKGnK5yq8kTRu/NrqClq/Jw+XIwaNRRH/p3E9W1oWiIhISHRUXE4HQz5YQgmu4nfLv+NBJ+m5QMSZ4fZbCYjI4OYmJhGaWUS5w4n+gxPRxtIkaczJK+ylmk/7MIpwLV9w7lxQESj5wVBoOCZZ6lOySG9+53k+/aFXCNqdyUDL4+l24hQV4regZpa7tiXQbbZirtcxlOxIXTzcCdYo8K7yEztgv1gF/AYHob3iNj2eLmnhUwmI17rRrzWjVtD/REEgcxaa6PIVL7FxjaDkW0GI+9lgQI7McKldJF1YnRwAv3jrkSvrvtiVxfC4qfggJjGhz4MLn4dY8Rodu3ezfbtfzQqQnRzc8PLywu9fhT6bhPwMqajL9yIV00K+p0L0e/8DlVwVzEa1f1a0Bzf/a2quIgDa5ZzYM0KDCVHa2n8I6PpPno8ScNGodV7sSJrBS+tEVMz7+5+d7PCCcBN6cYbI94gSh/FZ3s/4/N9n5NlyOKVYa+ctnNOe1BeXs6SJUtITk4GwOrly7Lew6kSZMS6a/itdxwhmlMUToIAGWtg6/8g+T8Q6lx4PILEurWkS0ShpD7L1D8JCQmJ8xypOa6ERNshiaczwGJ38MC3Oyg3WukWpuelK7s1KYgv+exzDu6uIX3gC9iVohNL0pAQBl8Zh1Z/dHL5e1EFMw5nU+sUiHRT80W3aLp5itvby80Uf3sY7AJuXfzwuvjctNSVyWTEaDXEaDXcHOqHIAhkm62sKDjAstzd7LOHUyoLJFWWSCqJLCyEx4sO093DnSG16Qze/xkDS7egl8kRBtxPbsJtbNtzgAO/vuuyvVSrxffUarViNpsxm80UFTWMYPSqW0S0hSb0f29H/886vPyC0Mf0Rh+ehJeXF1p3N4qPHOLQ6uVk79/j2kej1ZE0bBTdR48nMCbO9ZlvK9zGk2ufxCk4uabTNUzrPe2E74dcJmda72lE6aN4YeMLLMtaRkFNAe+PeZ8AbUBLvOUtjsViYe3atWzevBmHw4FcLid6wGDmeYZQYrUT567h11MVTrWVYnrltgVHm80CRA+H/lMh6VLJ3U5CQkLiNJCa40pItB2SeDoDXlx0kD25VXhrVXx8c1/cVI1/qNJ/Wcm6tWpqEkSPfP8ID0bemEhw7FH3G5tT4KW0fD7LLQFgtK8n87tE4aMSPxKn2U7pVwdwGm2oQnX43pCITH5+NON0OGqozX6TqLzvuQsBlcoXXdQLpKoGs6nSyMbKGrLNVnZX17KbEOYnvYBccBKLjYCKMrz+XUVIZRkah4PQ0FD69+9Pt27dUKlUmM1mDAYDVVVVGAyGZu/bbDZMaDGhpVAASoHSQ7DtUKNxyuwgi+6MTutOUHgEkfEJ+Pj6YlaoqKysRK/Xc6TyCNNWTsPqtDI2cizPDnr2lJ3lLo+7nFBdKI+ufpT9Zfu56d+b+HDMhyT6Jrb8m36GOJ1O9uzZw4oVK6ipEc1A4uLi6Dp6HHdnl5NvsRHnruG33vEEa04ieAr2wLbPYe8vYK8V16k9oecNomgK7NzKr0ZCQkLi/ETq7yQh0XZI4uk0+Xl7Dt9vyUYmg3nX9yLC96i/v8lgZf03u0jZD3hGoJLZGHx9V7qOCEPeQPiUWG3ccyCTTZVi/dMjUUE8GROMom7SLTiclH13CHuxCblejf9tXZGrz/0rSYIgUFKyhOQjL2K1iilwISGT6RT/FCqVD32B631UsOoj8vb8wSZ9D1b6DmO97wCKVVpS0ZDqGwq+ocgEgQQ3FSMDfIjw1hGNDB/ElD03NzcCA5tvSCsIAmaz2SWoSg9vIWPPVgoq7dTK3XEq1QgqNcjlCEoVglJFtQDVOXmk5uQ1OZ5FaWGAfAAaDw0ja0eydfNW9Ho9er0eLy8vPDw8mnTZbki/4H58P+l7HlzxIJmGTKb8N4U3R77JiPARLfGWnxU5OTn8999/5OeLDWR9fX2ZMGECqvAoJu9JI99iI16r4bde8QQdTzjZzHDwT1E05W47uj6wqyiYelx3wrRJCQkJCYmTI4knCYm2QxJPp8H+vCqe/XM/AI+NS2BUojhBdzqc7F+bz5a/0rCaxTSyCNsRxr1xK1q/xvUaOw1Gpu7PpMBiw0Mh5/3OkUwK8HY9LwgClQvTsKRUIlPJ8b+tKwqvpg3IzjXM5nySj7xIaelyANzdo0lKehlfnzpbSUEQzR0WP4WjupAq4jAq4gksruRqllKjdqM6LApTdDypai0ZZhvJFjvJuSWu6J2vSuHqSRWiEQ016l0Gg+vW+amUaDRqagtySV61jNTtW3A67MgQ3Qo7+Rrp6p5KgNaMQeaJwac7VWGjMHh2wmA8KrqqDFU4HU40dg0aNFAO27dub/K6ZTIZHh4eLkHl6enZ5H6wZzDfTvqW6auns7VwK9NWTuPJ/k9yc+eb2+rjaYTBYGD58uXs3Ss6N6nVakaOHMnAgQPJtjq4ZncqBRYbneqEU2BzwqkiUzTs2PV/R3twyVXQ5QrofxdEDmr3ZsYSEhIS5wMV5gqpOa6ERBsiiadTpMJo5b5vd2C1OxmbFMhDo8UGYQWplaz58QhluWJKk2d1Np0rVtD7/+ahPEY4fZdfxqwjuVgFgXithi+7xdBJd9TtQ3AIVK/OwbilEGTge0MS6jCPtnuRrYAgOMjJ/Yb09HdxOIzIZCqiou4lOuoBFIo6UViRCf8+QXXKBnbQjR2yK6gW3MEoio+EhAT69+9PbGysy9ayyGJr0GeqhhSThXKbg3Kbg4NG83HHoxAEPEzVaGuq8PCKxGOQNyEaNV1iY+jetRsRek/8inei2/UluoN/EVKxEipW1jn1TYYJd2Dwj+PO/+4ksyyTaHU0T3Z/EsEsNEkRNBgMOJ1Oqqurqa6uJi+vaeSqHjc3N/p49iHcGU6mJZO/lvxF+v50JnefjI+3D56enmi12pZvNtsAm83Gpk2bWLduHTab6I7Yu3dvxo4di4eHB+kmC1fvSqXQaiNB68ZvveMIUDcQTk4HpK4Qo0wpS4E6I099OPS7HXpPAc+gVhu/hISExIXIvtJ9gNQcV0KirZDE0yngcAo88tNucitqifLT8s71vTDX2Nj4eyrJm8WGYyq5nZjDvxJesYOY779F2cBr3uJ08syRPL4tEK/AX+zvxfudI/FUiulcgiBgPlhG1ZJM7MViLYjXxTG4d20bv/rWorr6IIcPP4OhWoxgeHn1JSnpFTx0ncQN7FaEjR+Qufo7tjmTOMxUnChAAK1WS9++fenbty/e3t5Njh2kUXFlkA9XBokdp6tsdvItYm+sAquNIouNAouNgloLWRWVFFpsGNQaHDI5VTo9VbqjNpS7gH8BkvPr1ujQBTxM8LhHCbaUElxxmGBDOsFFpfj9MZuvfdSkOEsJ1Hnx7qR3ifCMOHZ4gFgvZDQaG4mp6urqRrcGgwGbzeYyuZAhIwbRGMRR6eCnAz+5jqdQKBpFrJqLYnl6ep4wTbA5BEHg0KFDLF261OVaGBERwcSJEwkLCwMg1WTmml2pFFntJOrc+LVXA+FkLBMjTNu/gMqsoweOGyNGmTpNAIX0UyMhISHRGkjNcSUk2hZpRnMKvLf8CGuPlOCmkvPRjX3I3FTI1oXprhS9uHArIT89h9pWQ9i8d3HrfLTwPd9s5a4Dmew0mJABT8WEMC0qEHldBMGSXkXV4gys2WJ/J7lWiX5sJLohoW3+OlsKh8NEesZ75OR8iSA4UCo9iYt7krDQG5DV9TMyp6xl718fsq0miBIud+0bGRlJ//796dy5M0rlqX89vVRKvFRKOnu4izbxKYfZv3oZhzeuo5dZFKSCXIlv34H4DhmJMjaRYruTQouNwrqGxIUWO4VWKwa7E6PDSZrDSRre4D1IXI6hHJi4NZdg91KCdV4Ea5SuFMGj6YJuhIR6uETIsQiCgMViaSKuDuUfYk/OHtR2NR5OD1R2FQ6Hg4qKCioqTtA4FtDpdCdME/T09HT1NygsLGTx4sVkZmYCoNfrGT9+PN26HXWQTDGambxbFE5JOjd+6RVHgEoJOdvEKNOBP4720nLzgt63Qr87wU+yy5WQkJBobaTmuBISbYsknk7CikNFvL8yFYDZg+PY/2UyZXliil5ApCcD+8upnXEngs2K3/33oZ840bXvxooa7jmQSanNjrdSwfwuUYzxEyMetkIjVYszMR8uB0CmkuMxLAzPEeHI3c/dj6WsbA2Hk5/HbM4FIDBwEgmdnkOjEevDijKT2fb3F+wpVWCjCwAqhYwevfrQv39/goODz/jcxsoKDq5dyf5VyyjPz3Wt9w4Kodvo8XQZMQZPP/+TH8fhoMhibySsCixWVuTvJttkRFD6IJP7YJerKJO7U2aBAxbDcY/nLpfRV69jiI8HQ7w96K3XoqlLP5TJZM2aXIxkJAdKDzBt5TRKakvwU/vx6oBXCVeFNxFa9ferq6txOBwYjUaMRiMFBQXHHZNarcbT05Py8nIEQUCpVDJ06FCGDh3qsn0HUThdszuVYqudzjo3fukaiv/+H8TeTIV7jx4wpCf0vxu6XQNqbTNnlJCQkJBoaRxOhyttT4o8SUi0DefuLL0NyCw18uhPu9E54Q4PH8oWihNyjVbJoCvj6JSgJPu66xCsVjzGjCFgmtjfRxAEPs8tZXZaHg4Bunq48UW3GKLcNdjLzRiWZWHaXSyWhMhB1z8Y/dhIFPpz1xjCYi0l5chLFBX/DYCbJpTExDn4+4/Gbrezb+9etq3+l+xyMyA2g/V3c9B/2Bh69ht82t26HXY7lYUFlOVlU5abTWHqETJ270BwOgFQajQkDhpGt1HjCevc9bRqhXQKBbFaBbHao5/HvB3zqM5cgJ9Mzruj3mV0eF8qMjZSuG8RhTl7KVR5U6j2p9A9hAL/bhTpIigQVJRa7dQ6BdZX1rC+UhTd7nIZ/bx0DPEWxVSvBmKqIV39u/L9Jd/z0IqHSK5IZtrGabwy7BUmdpvYZFsQ0wRNJlOzqYEN71ssFqxWK2VlYhpp165dGT9+fJP0yCN1wqnEaqeLm5yfy3/E/4MvwFwlbqDQiGKp/10Q1kcygJCQkJBoY6TmuBISbY8kno5DrdXB/f+3nYRKgRFWd5QGM8igy9BQBl0Zi0YlkDVlCvbiYtTxcYS+8ToyuRyTw8kTyTn8ViSmVl0d5MNbiRFoau1ULkqjZnMBOMRCevfu/ugvikIVoMViMpK6aSvpO7dRa6jCKygEn+AQvIND8Q4OwSswCIWy4zUOFQQn+QW/kJr6Gna7AZATEXE7sTGPUlNjY8WKFezcvhVjrZjWJcdBkqaE/mMuJ3rAxScVNXabjYqCPMpysynLzaE8N5uyvBwqCvJw1jXIbUhIQhLdRo0ncfBwNNqWiYB8feBrFuxfAMDswbMZEzkGAN+4YfjGDaOLsUxs+rrjK8hOgeT6wfTE1ucO0uMvZ5NJYGNlDRsraii12VlXUcO6iubFVG+9FnWdmArWBfPNxd/w5NonWZO7hifWPkGWIYt7etzT5L2Ty+V4eHjg4eFBSEjIcV+P1Wp1CSmdTkdQUFMTh2SjmWt2pVBqc9DVWsDPG+7Fz14nmnyiod9U6H0LaH3P/I2VkJCQkDgrpOa4EqfC7bffTmVlJX/++WeT56Kjo8nKEuuV3dzciIqKYurUqTz++OON5hm7du3i1VdfZe3atVRVVREZGcnIkSN54oknSEhI4N9//+XKK69k8+bN9OnTx7XfW2+9xWuvvcb+/fubzS766quvePTRR1011w3x9vZm3rx53H777QCsWrWKOXPmsGfPHsxmM2FhYQwZMoQFCxacVqnH2SKJp2YQBIE5X+5kYIqNAKeYwhQY5cmIGxIJitGLNTWznsa8Zy9yLy8i5s9H4eFBVq2FO/dncKDGjEIGL8SFMjXAF+OqHCrW5SFYxMm+Jt4br4nR1MgN7NmyhPSd28g7fKBZMVCPTCZHHxAgiqmgELzrhJVPcAhegcEoG6RatRVGYxqHk5+lsnIrAJ4eXUlMfJmSEi2//LKQI0eOIAiiUPSkhr7yw/QZOhb9qOdB0VgI2ixmyvPzXOKoXixVFhW4oknHotK44RcegV94JL5hEcT1HYhfePPmDWfKwrSFvLX9LQAe6/sYV3W6qulGOj8Y8hAMfhCyNogi6uBfULAH1T+Pkih/gkSPQG7X+iHo/EnxTGCDNoGN6nA24keZU9lETPU/JjL13uj3eHvH2/zfwf/jw90fkmXIYvaQ2agVp/+5q9Vq/P398fdvPoXxUHEukw/kU4aabtUp/Lx3Or72aki4WIwyxY2BZiJlEhISEhJti9TfSaIlmDNnDnfffTdms5nly5dz//33o9fruffeewH4+++/ueaaa5gwYQLfffcdcXFxFBcX88svv/Dcc8/x008/MWnSJKZMmcKUKVPYsWMHGo2GQ4cO8dxzz/HVV1+dVVkGwIEDB7j44ot5+OGH+eCDD3B3dyclJYVff/0V53Hmia2FJJ6OwVhl4dtP9xCeXgPIUbgpGH5NPJ2Hhroa3VZ88w1Vf/4Jcjlh77yNOjKSVWUG7j+YRaXdgb9KyadJkfQ8UkPR19tx1oi2z8pQHdbOAgcKNpP+1gdUFOQ3OrdvaDixfQfgExxKVXEhlYUFVBTmU1lYgM1ipqq4iKriIrLY1XjQMhmevv54B4fgUxepqhdX3kHBqDSnlxJ3MpxOC5mZn5CZ9QmCYEUudyci4kGKCrvx9derKS8vd20bQzb92UNip04oLpmP1S2AwoyMBgJJFEtVxUVir6dm0Gh1+IZH4BcW6RJLfuERePoFtKp199rctTy/4XkAbutyG3d0vePEO8hkED1MXCa+fjQaVZYChjww5CEDElhJAnAHYubmEW0UG717s9GrFxu9e1Gm9mFtRQ1r68WUYKO/UMYQZRw3h97ED/m/sCh9EXmVacwb+RY+nuFnnzInCJC1kUM7/2Cy7hLK1D50rz7CTykv4ztoKvS9A3yizu4cEhISEhItiiSe2hdBEBBqa9vl3DJ39xabA3l6errEzV133cXHH3/M0qVLuffeezGZTNxxxx1MmjSJP/74w7VPTEwMAwcObBQxevfdd+nevTsvvPACL7/8MlOmTOGyyy7j+uuvP+sxLlu2jJCQEN544w3Xuri4OCZObL6UoTWRxFMdDoeTfaty2bwwHYfViYCAIt6T2+/rjZvH0ShJzYYNFL0ufnBBM59EN2QI72cVMTe9AAHo7anlQ7kn2i+SqSwX+w05tALZymR271yGdYPJdSy5QklE1+7E9ulPbO/+eAc3n2olCAKmqkqXkBKXfCqLCqgoyMdaa6K6rITqshJyDuxtsr+Hj68r/a8+WlUvrNTup5faVlGxlcPJz2IypQGg0w2iqHAsP67Px25fAYBG7qSbfS+xllScMh3FwRM4lKWk7JkXqC4tOe6x3Tw8XcLILzzSJZZ0Pr6tKpKaY1fxLmasnoFDcHB53OVM7zf99MbQMBpVlQvGEjCWgqlUvDWWgKkMmbGERGMpiaad3FGyFMFm4og2ig3evV2CqlztzVpZMGudgDIOTdhoZNYU1lkOccVfD/K/vF0kqj1B5w9af/FWFwBavwb369f7g9rjqNgyG2DvT7BtAYdMFq7p8S7lam96WHL5KVKOz6RtoDx3a/EkJCQkzlek5rjtj1BbS3Kfvu1y7sSdO5C1UHlCPYIgsGbNGg4dOkSnTmJbmSVLllBaWsqTTz7Z7D4N66U9PT354osvmDBhAhkZGeTk5PDff/+1yNiCg4MpKChg7dq1jBgxokWOeaZI4gnIO1LB2h+PUJ5vBKBA4aS2u5637u3faMJszcoib/oMcDrxuuoqlDfdzNT9mfxbKtaC3KjVMX1jNbL8IhyAFTN7y9aSnrEHATGkqPXyJqZ3P+L6DCCqR69TEi8ymQydtw86bx/Ck7o2ek4QBGqrDaKYKiygooGwqiwswFxTTU1FOTUV5eQe2t/k2Fov76OCKigE75BQV/RKoz3a5NdmqyI19TXyC36uG5M3hQUjOXLEE8gGQCezoy9LxVlewRGbiiNEiztn7G1yTpdIahBNctd7tblIao6UihQeXPEgZoeZEeEjmD1kNnLZGaapyWTgHSEup7K51USiqZREYwl3GssQjPkk16Sw0aJko0PPRkUw5QoduHcH9+4c8b6OUaFmelYf4OLynQwp2UXP9DWoBfvxT6LQiIJK5wdlaWCt4YAujmt7zqNc5UUPN/h52ES8VdLPg4SEhERHpd6iXGqOK3G2zJw5k2effRar1YrNZsPNzY2HH34YgJSUFACSkpJO6Vhjxoxh8uTJ/Pjjj/z000/HLRE4Xa699lqWLFnCyJEjCQ4OZtCgQYwdO5YpU6ag1+tPfoAW5IKeHRkrLWz+5QAp24oAsClghdpKbbgbf97Rp9FE3lFTQ84DD+KsqsK9Z0+qZ87i+p0ppJgsqIHHsyxcfVjs1WR1WjhcuYUjhu04BBuB0XHE9u1PbJ/+BMd2QtaC9SIymQyt3gut3ovQhM5Nnq+tqaaqQfpfZWE+FXXCqtZQhamqElNVJXnJBwGZONmXyRBkMtw8PNEHBuETZ0QbvhGZQkwjKyroRHpGb+x2DTidKKvLUVcUI6s1Im4hRuo8fP3qIkh1dUnhEfiFReDu2bZf8tMhryaP+5bdR7W1ml4BvXhr5Fuo5G1o1KHWgjoSvCMBkAFJdcudgFMQOGIys6GihtVl5awuK8Mm17Lbqy+7vcSrX+44GOgsYYgliyE1h+hZuReVsUSMdtlrxZ5MhlxxAfaHjeG6+KcpR0VPT3d+7hmHlySczjn2lexjefZybkq6iSBdUxMQCQmJ8wspZa/9kbm7k7hzR7udu6V44oknuP322ykpKeGZZ55hzJgxDBkyBMBVu36q5Ofns3jxYrRaLevWreO6665rkTEqFAq+/PJLXn75ZVauXMnmzZt55ZVXeP3119m6desJjbJamgt6hvTzq9tQ4gYysES681lFOUp3JX/e2g8PzdG3RnA6yX/iSaxpaSgDA9n3yus8uicdo1PA32znrd0WulU5cQh2Ug07OWLaSXDXRMb0uZeYPv3w9D011W02m8nOzqayshKn04nD4cDhcLjuH3t7qusaPyfH4RWM0zOwbp0dh8PZ7B+HVW0iMG4bugAxsmQy6Uk5MgiDIQiZ1YK6MhdVZSne8hr81CZ8Axz49bkIv6E34hcR1ShydS5QVlvGvcvupbi2mHjveD4c+yHuypb7cWoJ5DIZSTp3knTuTA0PoNZu5uENb7OqtBSrW2cUul7UCmpWy4NZ7R4M7gNxD5Iz0Kuuz5ROQU95DSpTGZhK2Sfz5rpCLRV2B708tfzUM1YSTucg2wu388CKB6i11/JHyh/MHT6XoWFD23tYEhISrYjUHLf9kclkLZ461x74+/sTHx9PfHw8v/32G/Hx8QwaNIhx48aRkJAAwOHDhxk8ePBJj3XXXXfRs2dPXnzxRcaOHcvkyZMZOXLkcbfX6/XU1NTgcDhQKI46RjocDmpqavDyahxVDQsL49Zbb+XWW2/l5ZdfJiEhgU8++YQXX3zxDF/96dPqs6T58+fz5ptvUlBQQNeuXZk3bx7Dhw8/7vZr1qxh+vTpHDhwgNDQUJ588knuu+++Rtv89ttvPPfcc6SlpREXF8crr7zCVVc144J2EmxWB2GJeuR9fZm+/BDI4ZNrexAf6NFou5L336d61SrKvTz57sFH+SNHtCHvXW7ntT1mfC1Ocm2pmBOcxA4cyYiuD6FSn7xOxGg0kpWV5VqKiopOW+G3DgJBwanExOxEpbLidMrIz+1GTlY33GVKeoQEkOBRg3/qP/j656CWO6H7tXDRK+B5bl7xNtqMPLDiAbIMWYTqQvlk3CfnRBqEu9KNz0Y8zcd7PubjPR8glMoYGXk1A2PvZnu1lU2VNZTbHKyuqGZ1hRgZ1SrkDNB708crlC9yS6m0O+ij1/Jjzzj0Ssnq9lxjV/Eul3ByV7pTYang/uX3c3ePu3mg5wOSfbGExHmI1BxXorXw8fFh2rRpPP744+zatYuLLroIf39/3njjjUaGEfVUVla66p4+//xz1q1bx969e4mJieGhhx7izjvvZO/eveh0zV9QT0pKwuFwsGvXLvr16+dav3PnThwOB4mJiScca0hICEaj8exe9GnSquLpp59+4tFHH2X+/PkMHTqUTz/9lIsvvpiDBw8SGRnZZPuMjAwmTZrE3XffzbfffsuGDRt44IEHCAgI4JprrgFg06ZNXH/99bz00ktcddVV/PHHH1x33XWsX7+egQMHntb4RtyQgHf3EK78eCMA946MZWK3o2E/i8nEoa8XcPif38nu3Zk/J95EemAMADdmWnnkiAWblxn1VVEM7DX8pPU6VVVVjcRSaWlpk218fX0JDAxEqVQil8tRKBRNbptbd6bPHbvOas0jLW02lVWbAfD07E7npLl4jqtLCSzPgH+fgJRl4mP/WLjkbdG++hzF6rDyyKpHOFh2EB+ND5+O//ScSnuSyWQ80OsBIvWRPL/heXZk/4ap5iAfjv0Qf/doko1mNlTWsKluOVZM9dVr+UESTucke0r2cP/y+6m11zI4ZDBvjXqL93a8x89HfuazvZ+xq3gXrw9/nQBtQHsPVUJCogWRmuNKnC5VVVXs3r270Tpf3+Z7NT744IO8/vrr/Pbbb0yePJnPP/+ca6+9lssvv5yHH36Y+Ph4SktL+fnnn8nOzubHH38kOzubGTNm8NZbbxETI86VX331Vf755x+eeuopPvjgAwA+/PBD/vjjD1asEE3GunTpwsUXX8ydd97JO++8Q1xcHGlpaUyfPp2LL76YLl26APDpp5+ye/durrrqKuLi4jCbzXzzzTccOHDAdey2Qia0Yqhj4MCB9OnTh48//ti1rnPnzlx55ZXMnTu3yfYzZ85k4cKFHDp0yLXuvvvuY8+ePWzatAmA66+/HoPB0Mi9Y+LEifj4+PDDDz+c0rgMBgNeXl7kFpVy6//tI73EyOBYP/5v6gCqSwpJ37GN9J1byT24H6fTQalfGH9PnEKJpw6NQ+DZA2YuU6jxuTQeTXTz0QlBECgvL28klpprABYYGEhUVJRr8fT0PKXX0NI4nXZycr8kPX0eTqcZudyN2NjHiAi/HTlyKD4AhxbBhvfAbgaFGoZNh2GPgaplrdDbEofTwRNrn2BZ1jK0Si1fTPiCrv5dT75jB2VX8S4eWfkIFZYKArWBfDjmQzr7Ha2FcwpCIzGlkct5PSEcT0k4nXPsL93P3UvvpsZWw4DgAY3STP9N/5cXN72IyW7C182X10e8zqCQQe08YgkJiZbi5+SfeWnzSwwKGcT/Lvpfew/ngsBsNpORkUFMTAxubufWvOf222/n66+/brL+tttuY/Xq1Tz66KM8+uijjZ6755572LhxI3v37kUul7N9+3bmzp3LunXrMBgMREREMGbMGJ544gni4uIYP348CoWCJUuWNDrO+vXrGTVqFCtWrGDkyJHMnj2br776iszMTNc2BoOB2bNns2jRInJzcwkPD+fSSy9l9uzZrrS9Xbt28c4777Bhwwby8/Px8PCga9euPP7441x22WWn9D6c6DOs1wZVVVUnNaBoNfFktVrRarX88ssvjVLqHnnkEXbv3s2aNWua7DNixAh69+7Ne++951pXH1kymUyoVCoiIyN57LHHeOyxx1zbvPvuu8ybN8/VIflYLBYLFovF9bj+Q7/j09WsTquim6Kc++OsFOzfSUV+rms7GTIqOk/km2FDsChkhJmcvJMtMGBkNG6dG9tnO51OiouLyc7OdomlmpqaRuOQyWSEhIS4hFJkZCTaDpArW119iEOHZ1FdLaYA+PgMJinkAbT5qZC+GtLXiBbb9cSMgEveAf9O7TPgFkIQBF7e/DI/H/kZlVzF/HHzz4sJZk51Dg+ueJCMqgzcle68MeINRkWMau9hSbQgB8sOctfSu6i2VtM3qC/zx85Hq2r8W5JRlcGMNTNIqUhBhoz7e97PPT3ukdL4JCTOA55Z/wwL0xZyb497eaj3Q+09nAuCc1k8SYi0lHhqtbS90tJSHA4HQUGN05+CgoIoLCxsdp/CwsJmt7fb7ZSWlhISEnLcbY53TIC5c+c2W0gmrP2RuxxFaJxWDopti5ArFIQndiUk28mvAyfwYycfAIZUOvkgIoTQi4ORyWU4HA4KCgpcQik7Oxuz2dzo+AqFgrCwMJdYioiIQKPpOD1zHA4LmZkfkJX9PwTBjlLmRidzIiFr9yGruLjxxiodRA+FHtdDt2vOvilrB+DjPR/z85GfkSFj7vC554VwAojwjODbSd8yY/UMNhds5uGVDzOj3wymdJnSIazgJc6O5PJk7ll2j8sR8qOxHzURTgAxXjF8P+l7Xtv6Gr+l/Mb8PfPZUbyD14a/hr97y1jHSkhItA+S056ERPvR6oYRx07WBEE44QSuue2PXX+6x5w1axbTp093Pa6PPMWb0tGoVLjrvYjt3Y/YPv0J0ceT/tNOZk0KZKev+PbcL9Myc0IUhcUFrF23lqysLHJycrDZbI3OUx8ZqxdLoaGhqFRtaHN9GlSWbuDQwScx2UXRGVBiITGtDI21LvImU0B4f4gdCbGjIKwfKNXtN+AW5ofDP/DxHjGd9JmBzzAhekI7j6hl0av1zB83n1e3vMqvR37lre1vkWXIYtbAWW1rvS7RoqRUpHD30rupslTRw78HH4/7GJ3q+K6Wbko3Zg+ZTd+gvry0+SW2FGzh2kXX8saIN+gf3L8NRy4hIdFSSM1xJSTal1YTT/7+/igUiiYRoeLi4iaRo3qCg4Ob3V6pVOLn53fCbY53TACNRtNsxKcmYTi333kNIfEJ2AtrMSzJZENhGk8OCqbYTY67w8k9zmqCcnfy5rqfcDgcjfZ3c3NrVK8UHBzcyGaxQ+F0QP5u7OlLSa34jTxP0TFQbXGSmFpDYJkVAjqLQil2FEQNAbeO24/pbFicsZi5W8Sauwd6PcD1Sde384haB5VcxfODnidaH83b29/mlyO/kFudy1uj3kKvPj8/2/OZ9Mp07lp6FxWWCrr6deWT8Z/gofY4+Y7AZXGX0cWvCzNWzyCtKo27lt7Fg70e5K7ud515A2gJCYl2od6iPMYr5pxwhZWQON9oNfGkVqvp27cvy5Yta1TztGzZMq644opm9xk8eDCLFi1qtG7p0qX069fPFcEZPHgwy5Yta1TztHTpUlczr9PhsScexFfmTuXPKZTvyee7cAf/G+CHXS7H21jNhANbsNTWkF23vYeHRyOxFBAQgLwFG962KIIAZWmQvkqsW8pcR6nWxOFOHlg8RYEXWiYnXjUG1cjxYh2TZ3D7jrkN2Ji/kVnrZyEgcEPiDdzX476T73QOI5PJuK3rbUR6RjJz3Uw2FWzi1n9v5cOxHxLhGdHew5M4RTKqMpi6dCrl5nI6+3bm0/Gf4qk+PXOZOO84vr/ke17Z8goL0xbywa4P2Fm0k1eHv4qvW/OOSxISEh2P+pS9Hv5S1ElCoj1o1bS96dOnc+utt9KvXz8GDx7MZ599RnZ2tqtv06xZs8jLy+Obb74BRGe9Dz/8kOnTp3P33XezadMmFixY0MhF75FHHmHEiBG8/vrrXHHFFfz1118sX76c9evXn/b49v+8lpL8EnLllfzdLY5DoaK1YkxJPqOTdxLo6UFUQk+XWPL19e3YNSPVRZCxps7kYTUY8gCwqmQcidNRFCheoXKXeZMU8xS+oyefF7VLp8r+0v08uupR7E47E6MnMmvgrI79ebYgoyNH8/XEr3lo5UOkV6Vz8z838/6Y9+kV2Ku9hyZxErIN2dy15C5Ka0tJ8Engs/GfnfHVZq1KyyvDXqFfUD9e3fIqG/I3cO2ia3lzxJv0CerTwiOXkJBoDaTmuBIS7Uuriqfrr7+esrIy5syZQ0FBAd26dePff/8lKioKgIKCArKzs13bx8TE8O+///LYY4/x0UcfERoayvvvv+/q8QQwZMgQfvzxR5599lmee+454uLi+Omnn067xxPAsuzN2Dy9WNp1AMV6XxAEJh3cwbRBvYmdMK1JV+MOh6UaMjccFUslhxo9LSjUFCYlkeJXjg0zICcy8k5iYx5FoXBvjxG3G+lV6Y364bw67NULLl2ps19nvp/0PdNWTuNQ+SGmLpnKM4Oe4bLYy1AppDqojkhudS5Tl06luLaYeO94/nfR//B28z7r417V6Sq6+Xdj+urpZBoyuXPJnUzrPY07ut1xwf1dSEicS0jNcSUk2p9W7fPUUam3I5z22of813cQ1QoFHsYaZv/yNde/NgdVSMjJD9Ie2K2Qt120Dk9fLd532htsIIOQHhA7itrI7iSb/qasQozIeXgk0TlpLnr9hRfmLzQWMuW/KRQYC+jm143PJ3x+wiL78x2TzcSsdbNYmbMSAE+1J6MjRjMhegKDQgahVpw/xiDnMvk1+dyx+A7yjfnEeMXwxYQvWtwlz2QzMWfzHP5J/weAEeEjeGXoKy0i0CQkJFqe5PJkJi+ajE6lY8MNG6TWA22IZFV+7tPhrcrPBX7t1hOnQkFcTiZzvviAwe+82bGEkyBA8cGjkaXMDWAzNt7GJ+aoyUPMCAR3b3Jz/4+09Dk4HCZkMjWxMdOIjLwb+QXoslZlqeK+ZfdRYCwgWh/NR+M+uqCFE4ipW++Ofpf/7f0fPyb/SGltKQvTFrIwbSGeKk9GRYziouiLGBI6RBJS7UShsZCpS6aSb8wnWh/NgosWtIq9uFalZe6wufQL6sfcLXNZm7uWa/8W0/iklE4JiY5Hfb1Td//uknCSkGgnLmjxZBdg/Nb1PP7t/4h+/lm0fTpAzn9NCRxZLIqljDVgLGn8vNb/qH14zEjwiTq6qzGFwzvuocqwCwAvr350TnoVnS6u7cbfgTDZTDy44kHSqtII1Aby6fhPpcL4OuQyOff2vJe7ut/FruJdLM1ayvKs5ZTUlrAofRGL0hfhofJgVMQoxkeNZ2jYUDSKjtOj7HymyFjE1CVTya3JJcIzgs8v+pwAbUCrnU8mkzE5YTLd/LsxY/UMsquzuWPxHTza91GpN5iERAdD6u8kIdH+XNBpe8/e+wg3rl6C7803E/zcs+07KLsFNn0Ea99qHF1SaUXb8ProUmBXOMbhz+m0kpX1KRmZ8xEEKwqFjvi4JwkLuwnZBVq/YHPaeHjlw6zPW49erefriV8T7xPf3sPq0DgFJ7uLd7M0aynLspZRbCp2PadT6RgZPpKLoi9iaOhQ3JRSykJrUFpbyh2L7yDTkEmYRxhfTviSEI+2i4bXWGuYvWk2SzKXADAqYhQvD31ZskOWkOggXPrHpWQZspg/dj7Dw4e393AuKKS0vXOflkrbuzBn1nVcvuJfdAP/v737jq/x/P84/jrZiQxCJGbEjNirNlEk9rdaapRKi1atGlVFW6tmUUq1RYrSoS1VqyRG7BHUVis2sZMQss/vDz+nTa2QcRJ5Px+P83j0XPd1X/fnjobzOdd1X5/quH802LyBHA+CmTVh3cj7iZN7Oaj3IQSsgsFnodNiqNUHPMo9lDhFRu5jV+j/CDs9FaMxjty5G1Cj+moKFuyUbROnJGMSn279lC0Xt2BnacdXDb9S4pQCFgYLKrtX5qOXPiK4TTALmi6gU+lOuDu4Ex0fzarTq+i3oR/1F9Xnw40fsvbsWmISYswd9gvjxr0bdF3TlTNRZ8iXIx+B/oEZmjgBONo48nm9zxlWfRjWFtaEnA+h3Yp2HLp+KEPjEJGHqTiuPK+AgAAMBoNpt+t/69mzJwaDgYCAgGR9//tq0qQJISEhjzz279e8efMAuHfvHrly5cLV1ZV79+49NcYiRYowderUh9qnTp1KkSJFTO+jo6MZPHgwRYsWxc7ODjc3N3x9fVmxYsXz/GieS7ZetmeVPz8Fpn6BwdpMzwLdDIPVQ+4v0wNwdIfGo6B8u6duIZ6YeJdTYVM4f34eYMTa2pWSJT7B3b1ltl5mYzQa+Tz0c1aErcDKYMUU3yl6duM5WBgsqJi3IhXzVmRQtUEcuHaA4LPBBJ8N5nL0Zf488yd/nvkTeyt76hesT2PPxtQtWBd7q+y1i2NauRVzi+7B3QmLDMPdwZ1Av0AKOBYwSywGg4H23u0p51aOD0I+4MKdC3T+szMfVP2Ajt4ds/XfLyLmpOK4khqFChXi559/5osvvsDe/v6/1TExMfz0008ULlw4Wd8mTZowd+7cZG22trbkyJGDy5cvm9ref/99oqKikvV9sFP14sWLKVu2LEajkSVLlvDGG2+kyX306NGDXbt2MWPGDHx8fLhx4wbbtm3jxo0baTJ+SmTr5KnAlClY5cqV8ReOi4bNk2HbdEiMAwsrqPHe/dkmuydPFQLcuLmFv/8eRkzMBQA83F+hRIlh2NjoeZ7AQ4EsPLoQgFG1R2lZQxr4dyL1QdUPOHj9IEFn7i/tuxR9idVnVrP6zGrsreypW6AufkX8qFugLg7WDuYOPUuIjI2ke1B3Ttw6gZu9G4H+gRRyNn8B4zK5y/BLy1/4dOunrD23lvG7xrPnyh5G1hr5zAV6RST1VBw38zEajSTEJZnl2lY2Fs/0ZVblypUJCwtLlsgsWbKEQoUKUbRo0WR9bW1t8fDweOQ4/263t7cnNjb2kX0DAwPp1KkTRqORwMDANEueli9fzrRp02jWrBlwf8aqSpUqaTJ2SmXr5MmuRAYv5TIa4fASCPrEVMCWog2g6QRwK/XU0+PjIzhxYgyXw5cAYGebn1Leo8mT2zcdg846Fh9fzLS90wD4sNqHtCzW0swRvXgMBgPl3cpT3q08A6sO5PCNwwSdCSLobBAX71wk6Oz9/7aztKNuwbr4efpRr2A9JVKP8SBxOnbrGLntchPoH4ins+fTT8wgTjZOTPGdwo9//8ik3ZMIPhvM0RtHmew7GZ/cPuYOTyRbMW0WoeK4mUZCXBKz3t9olmu/M60+1rbPtuPiW2+9xdy5c02JzHfffcfbb79NSEhImsZ26tQptm/fzpIlSzAajfTr14+wsLCHkrTn4eHhwapVq3j11VdxcjLPF3nZ86EYc7hyGOa3hN/evp845SwM7RZC59+fmjgZjUauXF3F9h1+/584GShY8E2qV/9TidP/W3duHaN2jAKgW7ludPbpbOaIXnwGg+F+odWqA/jz1T/5ucXPvF32bQo6FiQmMYbgs8EM2jSIeovq0X9Df1aFrSL6v1vtZ2O3427TI7gHR28exdXOlUD/QLxcvMwd1kMMBgNvlH6D75t8T/4c+blw5wKdVnXi579/JhvuNyRiFiqOK2mhc+fObNmyhTNnznD27Fm2bt1Kp06dHuq3YsUKHB0dk71Gjx6d4ut89913NG3a1PTMU5MmTfjuu+/S5B5mzZrFtm3byJ07N9WqVaN///5s3bo1TcZOqWw985Qh7kVAyDjYNRuMiWBlB3X6Q+33wfrpz4fExIZz7Nhwrl9fC4CDQ3FKlx5LTpeMnaLMzHZc3sGHGz8kyZjEqyVepW+lvuYOKdsxGAyUyV2GMrnL0K9yP47ePErw2WCCzgRx7vY51p5by9pza7GxsKFOgTo0LtIY34K+ONo4mjt0s4iOj+a9te9x6MYhctrmZLbfbIrlzNwlBcq5leOXlr/w8daPCTkfwpidY9hzZQ/Daw7Ptn+OIhnlZMRJ7iXcI4d1Doq5ZO6/K7ITKxsL3plW32zXflZ58uShefPmzJ8/H6PRSPPmzcmT5+Eagg0aNODrr79O1ubqmrJHQxITE5k/fz7Tpk0ztXXq1In+/fszcuRILC1TV5+sXr16hIWFsWPHDrZu3cr69euZNm0aI0eO5JNPPknV2Cml5Cm9JCXBvoWwdiTcvX6/rXRL8BuTrDbT4xiNSVy6tIgTJ8eTmHgHg8EKT88eeBXpiYWF6u08sPnCZvpt6EdcUhwvF3qZT2p8ogfazcxgMOCT2wef3D70rdSXY7eOmZb2nY06y/rz61l/fj02FjbUKlALP08/fAv5ZpvnaO7G36Xn2p7sv7YfZxtnZvvNpmSukuYOK0VcbF34ssGXfH/ke6bumcrqM6s5evMok+tPppTr05cei8jzUXHczMlgMDzz0jlze/vtt+nduzcAX3311SP75MiRg+LFn+/RljVr1nDx4kXatWuXrD0xMZGgoCCaNm36yPOcnZ2JjIx8qD0iIsK0CcUD1tbW1K1bl7p16/LRRx/x2WefMWrUKAYPHoyNjc1zxf0slDylhwt7YNUHcGnv/fd5SkLTiVCsQYpOv3v3NEf/HkZExE4AnJ0rUNp7HI6O+nDybxvObWDgxoHEJ8XToFADPq//OVYW+l86MzEYDHi7euPt6k2fSn04fuv4/eeizgRxJuoMIedDCDkfgrWFNbXy18KvyP1Eytnm6RunZEUPCjfvvboXJ2snZvnNwtvV29xhPRODwUCXMl2o4FaBQZsGcTbqLB1XdmRI9SG8VuI1fXkhkg5UHFfSSpMmTYiLiwPA398/zccPDAykffv2DBs2LFn7+PHjCQwMfGzy5O3tTWho6EPtoaGhlCr15M+/Pj4+JCQkEBMTo+QpvW3aXJUcOaz/vx7Sg11LLP//vQGDwQIDFmCw+E8fCwyG5P3AAkNSEobblyH6OgY3IK8rBpdC4FwAQ1Qghr/m3h8LAzzqfIMFGI1cv7GepKRYLCzsKVZ0AIUKdcFgyFrfbKS3oDNBDN40mARjAo09GzOh3gSsLcy05bykiMFgoJRrKUq5lqJ3xd6cjDhpSqTCIsPYeGEjGy9sxMrCilr5a9HMqxmNPBtha/lizLTGJMTQd31fdl/ZjaO1I982/pYyucuYO6znVjFvRX5t8StDtwxl88XNjNw+kt1XdvNpjU+1QYhIGlPyJGnF0tKSo0ePmv77UWJjYwkPD0/WZmVl9cglfv927do1li9fzrJlyyhbtmyyY126dKF58+Zcu3YNNzc3vL29GTduHK1btwZgwIAB1K5dm1GjRtGmTRvg/nbnq1evZtu2baZxfH196dChA1WrViV37twcOXKEoUOH0qBBg6cWt00r2Tp5SkqKJykpMW0HtQSc//Uh3ngRIi8+8zCuuWrj7T0Ge3vzb1mc2awMW8mwLcNINCbSzKsZY+qM0YxTFmMwGCiRqwQlcpWgV8VenLx18v4zUmeDOBlxkk0XNrHpwiZcdrnQsmhL2pRsk+mfCXqS2MRY3t/wPjvDd+Jg5cDXjb6mnFs5c4eVajntcjKj4QzmHZ7Hl3u/ZGXYSo7cOMLk+pMpkauEucMTeSGoOK6ktaclGatXryZfvuRF2kuVKsXff//9xPO+//57cuTIQcOGDR861qBBA5ycnFiwYAEDBgzg2LFjyZbp1ahRgzVr1jBq1ChTsdwyZcqwZs0aqlevburn7+/P/PnzGTp0KHfv3iV//vy0aNGCTz/99Gm3nWYMxmy4XVJUVBQuLi5cufI3Tk6OQBJGYyJgxGhMwkgSGJMwGpP+/1jSv44lgtH4z7HL+zDumgWR5zACuBbFWPUtyFMMo9H4z1gPjWk0XdeIkbiEGE5HnuJkxEliDY4EvPQFzrYv5tKl1Pjj5B98svUTjBj5X7H/MbLWSK3/fsGERYSx+sxqlp5cyuXof4rxVcpbiTYl2+Dn6YedlZ0ZI3w2cYlx9NvQj80XN2NvZc83jb6hsntlc4eV5vZe2cugjYO4eu8qdpZ2DK0+lNYlWps7LJEsb+P5jfRe3xsvFy+WvbLM3OFkWzExMZw+fRovLy/s7LLOv0Hyjyf9GT7IDSIjI5+aXGbr5CklP6DHijgPQR/DkaX339u7QqPhUKkzpPDDfHh0OJsubGLD+Q3suryLuKQ407FiLsWY3nA6hZw08/TAb8d/Y9T2URgx0rZkWz6u8TEWBu22/6JKTEpk26Vt/Hb8NzZe2Eii8f4ssZONEy2KtqBNyTaZfqOF+MR4BmwcQMj5EOws7ZjZaCbVPKqZO6x0czPmJkM3D2XrpfvbxrYq1oph1YdpGZ9IKny590tmH5zNK8VfYXTtlG8XLWlLyVPWl1bJk9Y6Pav4GNg2HTZPhoR7YLCAql2hwVBwePI2jkajkSM3j7Dx/EZCzodw9ObRZMcLOhakbsG6rDu7jlORp3hj5RtMbTD1hfyW+ln99PdPjN05FoCO3h356KWP9GD6C87SwpK6BetSt2Bdrt29xtKTS1l8YjEX71zkp79/4qe/f6K8W3nalGiDfxH/TPcBPT4pnkGbBhFyPgRbS1umN5z+QidOAK52rsxsNJM5B+fw1b6vWHZqGYevH2ay7+QsvexSxJwePO+kJXsimYNmnlI682Q0wrE/Yc0QuHXmflvhWtBsIng8/tmFmIQYdoXvIuR8CBvPb+TqvaumYwYMVHCrQP1C9WlQqAFFXYpiMBi4evcqfdb34ciNI1hbWDOi1ghaFWv1/Decxc0/PJ9JuycBEFAmgAFVBihxyqaSjEnsuLSD3078xoZzG0gwJgDgaO1I86LNaVOyTabYvS4hKYHBmwYTdDYIawtrpr88ndoFaps7rAwVGh7Kh5s+5Pq969hb2TOs+jBaFWul312RZ5CYlEjNn2pyL+Eei1stzvSz7S8yzTxlfVq2lwrPnDxdPwmrB8PJ+4VqccoHfp9B2dfgER8Ert+7zqYLmwg5H8KOyzu4l3DPdMzeyp7a+WtTv1B96haoS2773I+85L2EewzbMozgs8EAdC3blb6V+2a7ZWpzDs5h2t77hda6l+tOn0p99OFLgPu/Z3+c/IPFJxZz/vZ5U3uZ3GVoU7INTb2aksM6R4bHlZiUyNAtQ1l1ehVWFlZMazCNegXrZXgcmcH1e9f5aPNH7Lx8v+xCzXw1GVp9KEVcipg3MJEs4tjNY7RZ3oYc1jnY2n6rnvE1IyVPWZ+Sp1RI8Q8o9jZs+hy2z4SkeLCwhlq9oe4HYOto6mY0GjkRccI0u3Tw+kGM/PNjdXdwx7eQL76FfKnmUS3FWy8nGZOY8dcMZh+cDUDDwg0ZW2dspluelB6MRiPf7P+GmftnAtCrYi96VOhh5qgkM0oyJhEaHspvx39j7bm1JCTdn41ysHKgqVdT2pZsi09unwxJuhOTEvl026csO7UMK4MVU3yn0KBwyuq7vagSkxIJPBTIt/u/JS4pDmsLa94q+xbdynXD3sre3OGJZGq/HPuF0TtGUyNfDWb7zTZ3ONmakqesT8lTKjz1B2Q0wsFfIfhTuP3/u32V8IMm4yH3/XX78YnxhF4JNT2/dCn6UrIhyuQuY1qOVypXqVR9cFt+ajnDtw0nPime0q6lmf7ydNxzuD/3eJmd0Wjky7++ZM7BOQD0q9yPruW6mjkqyQpuxtxk+anl/Hb8N85EnTG1l3YtzWslXqNZ0WY42Tily7WTjEmM2DaC30/+jqXBkkn1J9HIs1G6XCsrOhd1jrG7xrL14v3NJAo4FuCjlz7Ct5CveQMTycSGbRnGslPLeLf8u/Su1Nvc4WRrSp6yPiVPqfDEH9DlA/Dnh3Bu+/33ubzuJ02lmhARE8Hmi5sJOR/C1ktbiY6PNp1ma2lLjXw1qF+oPvUL1ievQ940jXnf1X28v+F9bsbcxM3ejekvT6dMnqxbYPNxjEYjk3ZP4vsj3wMwqOog3izzppmjkqzGaDSy+8puFp9YTPCZYNNOlvZW9jQp0oQ2JdtQLk+5NJuNSjImMXrHaH47/hsWBgsm1JtAkyJN0mTsF4nRaGTduXWM3zWeK3evAOBbyJePXvqIAo4FzBydSObT4vcWnI06y8yGM6lbsK65w8nWlDxlfUqeUuGRP6C7N2HDGNj9HRiTwNoB6g7gdJmWhFzeTsj5EPZd20eSMck0Tm673PgW8qV+wfrUyF8j3ZegXLxzkd7renMy4iR2lnaMqTMGvyJ+6XrNjJRkTGL8rvH89PdPAAyrPoz23u3NHJVkdRExESwPuz8bFRYZZmovkasEbUq0oUWxFjjbPH9NNaPRyJidY1h0bBEWBgvG1hlL86LN0yL0F9bd+Lt8c+AbFhxeQIIxATtLO94p/w5dynTBxtLG3OGJZAq3Ym5Rb9H95yW3tN+Ci62LmSPK3pQ8ZX1KnlIh2Q/IMQfsnQ/rRsO9myQAf3k3IqRgWTZe22Oq6v1AyVwl7z+/VNCXMnnKZPgGDnfi7vDhpg/ZfHEzAH0q9aF7ue5ZfhOFJGMSo7aPYvGJxRgwMLzmcF4r+Zq5w5IXiNFoZN+1ffx2/DfWnFlDbGIsAHaWdvgV8aNNyTZUdKv4TL9LRqORiaETWXh0IQYMfFbns2y9M+azOhVxis92fMbuK7sBKOJchGE1hlEjXw0zRyZifiqOm7koecr6lDylgukHdGgdzltGcDv8AFsd7Nng6sEWOxuiEu6a+lpZWPGSx0umGab8jvnNGPl9iUmJTNo9iYVHFwLQvGhzRtYameKNKDKbfz9kb2GwYHTt0foAKukqMjaSlWEr+e3Eb5y4dcLUXsylGK+VfI1WxVo99Vteo9HIlD1TmHd4HgCjao2idYnW6Rn2C8loNLLy9EomhU7iRswNAJoWacoH1T5I8+XPIlmJiuNmLkqesr60Sp6y177X/7Hoj050M16mnmdBBuXNwyqrBKIS7pLTNietirVicv3JbG63mW8bf0sH7w6ZInGC+8VDB780mE9qfIKVwYqVYSvptqYbN+7dMHdozywhKYEhW4aw7NQyLA2WjK87XomTpDsXWxc6lu7I4paLWdhsIa2Lt8beyp5TkaeYGDqRl395mY82f0RoeCiP+n7JaDQybe80U+L0ac1PlTg9J4PBQIuiLVjWehkdvTtiYbDgzzN/0mppKxYcWWDaPVEku1FxXEkrAQEBGAwGxo8fn6x96dKlptUWISEhGAyGh14ff/xxsuMRERGPvEa7du2oXr06iYmJprb4+HgqV65Mp06dHhubr68v/fr1e6j937EBJCYmMm7cOLy9vbG3t8fV1ZUaNWowd+7clP4Y0oxVhl8xE/nCNSeW9vdrJhR1KUr9QvXxLehLBbcKWaKWwuulXqewc2EGhAxg37V9dFzZkekNp2eZInrxifEM3jyY4LPBWFlY8Xm9z7U7mWQog+F+oeoKbhUYVG0Qq8JW8duJ3/j75t+sDFvJyrCVFHEuQpuSbWhVrBW57HIB8NW+rwg8FAjA0OpDaVuyrTlv44XgbOPMkOpD+F/x/zFmxxgOXD/AxNCJLD25lI9rfEylvJXMHaJIhklISuDg9YMAVHCrYOZo5EVgZ2fHhAkTePfdd8mVK9dj+x07dizZzIujo+Nj+/7bzJkzKVOmDOPHj2fYsGEAjB49mvDwcNatW5e64IERI0Ywa9YsZsyYQdWqVYmKimL37t3cunUr1WM/q2ydPFXOWRK/cq/iW8iXws6FzR3Oc6mRrwY/NPuBPuv7cDbqLJ1Xdebz+p9n+qKccYlxDAwZSMiFEKwtrPnC9wvqF6pv7rAkG3OycaKddzteL/U6R24c4dfjv7Lq9CrORJ1h0u5JTNs7jYaFG+Jq58qPf/8IwOBqg+ng3cHMkb9YfHL7sKDZApacWMLUvVM5fus4b/75Jq8Uf4X+Vfrjaudq7hDT3cU7F1kZtpIdl3fQwbsDjT0bmzskyWCnIk5xL+EeOaxzUMylmLnDkccwGo0kxMaa5dpWtrbP9Ixuo0aNOHnyJOPGjWPixImP7Zc3b15y5sz5zPHkzp2bWbNm0bZtW1q2bEl8fDzjxo3jjz/+eGKyllLLly+nZ8+etG37z5eVFSqY54uFbJ08zWz2/VPXNWYFXi5e/NDsBwaEDGBX+C76rO/DwCoD6ezTOVNuJBGTEEO/kH5svbgVW0tbpjWYRu0Ctc0dlghwfzaqTJ4ylMlThkHVBvHn6T/57fhvHL5xmNVnVpv6fVD1Azr5PH4pgjw/C4MFbUq2oWHhhkzdO5UlJ5aw9ORS1p9bz/uV36dNyTYZvllPeouMjWTNmTWsDFvJ3qt7Te17r+xlQr0J+BfxN2N0ktEeLNkrl6dcllgJk10lxMbyZZc2Zrl23/m/Yf0Mz15ZWloyduxYOnbsSN++fSlYsGCax9SqVSvat2/Pm2++SXx8PF26dKFZs2ZpMraHhwfr16+nZ8+euLm5pcmYz+vF+tcnG3OxdeGbRt/wWonXSDIm8fnuzxm1YxTxSfHmDi2Zu/F36b2+N1svbsXeyp6vGn6lxEkyrRzWOWhTsg0/t/iZX1r8QrtS7ciXIx8fVP2ALmW6mDu8F14uu1yMrDWSBU0XUCpXKaLiohi9YzSdVnXi8I3D5g4v1eIS41h7di39NvSjwS8NGL1jNHuv7sWAger5quNbyJdEYyIfbfqIdedSv+xFso4HyZOW7Elaat26NRUrVmT48OGP7VOwYEEcHR1Nrxs3nu15+mnTpnH8+HFu3LjBlClTUhuyyZQpU7h27RoeHh6UL1+eHj168Oeff6bZ+M8iW888vWisLa0ZXnM4RV2KMmn3JH47/hvno84z2XdypqgPER0fTa91vdhzZQ8OVg7MbDSTKu5VzB2WSIqUzl2aj3N/bO4wsqWKeSvyc4ufWXRsEdP/ms7B6wfpuLIjr5d8nT6V+6SqTldGSzImsffKXlaErSDobBC3426bjpXKVYoWRVvQ1Ksp7jncSUxK5OOtH7MibAUfbPyAqb5Ttbw5m1DylDVY2drSd/5vZrv285gwYQIvv/wyAwcOfOTxzZs34+TkZHr/rEvufvzxRwwGA9evX+fvv//mpZdeeq44/8vHx4dDhw6xZ88etmzZwqZNm2jZsiUBAQHMmTMnTa6RUkqeXjAGg4E3y7yJp7MnH276kJ3hO3lj1RvMeHkGRVyKmC2u23G3eW/te+y/th9Ha0e+bvQ1FfNWNFs8IpK1WFlY8UbpN/Dz9GPS7kmsOr2Kn4/9TNDZID6o+gEtirbIlMuUHzgVcYoVYStYGbaSy9GXTe3uDu40L9qc5kWbP7TZj6WFJaNrjyYhKYHVZ1bTP6Q/X778JXUK1Mno8CUD3Yq5ZaoxqZ32MjeDwfBMS+cyg3r16uHv78/QoUMJCAh46LiXl9dzPfMEEBYWxocffsiMGTPYunUrAQEB/PXXX9g+IdFzdnYmMjLyofaIiIiHHq2xsLCgWrVqVKtWjf79+7Nw4UI6d+7MsGHD8PLyeq6Yn4eW7b2g6heqz/dNvydfjnycjTrLG6veYOflnWaJJTI2kneC3mH/tf042zgzx2+OEicReS5uDm5MqDeBOX5z8HLx4mbMTYZuGcpba97i5K2T5g4vmWt3r/H94e95ffnrvPLHK8w5OIfL0ZdxtHakdfHWBPoFEtQmiP5V+j92l1QrCyvG1h1LY8/GxCfF8/7699l+aXsG34lkpAPXDgD3n2fODKtG5MUzfvx4li9fzrZt29JszKSkJN566y18fX156623mDJlCnfu3HniEkEAb29vdu/e/VB7aGgopUqVeuK5Pj4+AERHRz9/4M9BM08vsFKupfix+Y+8v+F9Dlw7QI/gHgyrMYw2JTPu4cZbMbd4J/gd/r75N7lsczHLbxbert4Zdn0ReTFVz1edxS0X8/2R7/n2wLfsubKHtsvb0smnE+9VeA8HawezxHU3/i7rzq1jRdgKdlzeQZIxCQArgxV1CtahRdEW1C9YHzurlH9bbW1hzYS6E4hPiifkfAh91/dlZqOZVPOolk53IeakJXuS3sqVK8cbb7zB9OnTn/ncgwcPJlvWB1CxYkWmTZvGwYMHOXz4/vOozs7OzJkzh+bNm/Pqq6+alu81bNiQ1q1b07t3bwB69uzJjBkz6NWrF++88w729vYEBwcTGBjIggULTNdo06YNtWvXplatWnh4eHD69GmGDBlCyZIl8fbO2M+Vmnl6weWxz8N3/t/R1KspCcYERm4fycTQiSQmJT795FS6fu86b695m79v/k1uu9wE+gcqcRKRNGNtaU3Xcl1Z+r+lvFzoZRKMCcw7PI9WS1sRfDb4kQWO00NCUgKbL2xm8KbB+P7iy9AtQ9l2aRtJxiQqulXk4+ofs/719Ux/eTr+RfyfKXF6wNrSmsn1J1O3QF1iEmPota4Xe6/sffqJkuUoeZKMMHr06Of6O7JevXpUqlQp2ev48eMMGzaMGTNmkC9fPlNfPz8/3nrrLQICAoj9/y3dT506xfXr1019ihQpwubNmzl16hR+fn5Uq1aNefPmMW/evGTbkvv7+7N8+XJatmxJyZIl6dKlC97e3gQFBWFllbFzQQZjRv3rkolERUXh4uJCZGTkC7FVeUoYjUa+PfAtX+37CoB6Besxsd5EcljnSJfrXb17lW5B3TgdeRo3ezfm+M+hqEvRdLmWiAjApgubGLtzLBfvXASgdv7aDK0+NF3q+BmNRo7cOMKKsBWsOr2KmzE3Tcc8nT1pXrQ5LbxaUMi5UJpeNzYxlj7r+rD98nYcrByY5TdLH7JfIAlJCdT6qRb3Eu6xuNXiLFP0PjuIiYnh9OnTeHl5YZfFnnOS+570Z/gsuYGSp2ySPD2w+sxqPt7yMbGJsZTIVYIZL88gv2P+NL1GeHQ4Xdd05dztc3jk8CDQLzDLFiEWkawlJiGGwEOBBB4MJD4pHhsLG94u9zZdy3Z9rhmf/7pw+wIrw1ayImwFZ6LOmNpd7VxpUqQJLYq2oGyesum6ecW9hHv0XtebXeG7cLR2ZI7fHMrkKZNu15OM8/fNv2m7vC05rHOwtf1W1XjKRJQ8ZX1plTxp2V4206RIE+Y1mUce+zycuHWCDis7sO/qvjQb/8LtCwSsDuDc7XMUcCzAvCbzlDiJSIaxs7KjV8Ve/P6/36mdvzZxSXF8s/8bWv/Rmk0XNj3XmJGxkfxy7Bfe/PNNmi5pyox9MzgTdQY7SzuaejXlq4ZfsbbtWoZUH0I5t3LpvuufvZU901+eTuW8lbkTf4fuwd05euNoul5TMsaDzSJUHFck81LylA2VzVOWn5r/hLerNzdjbvL2mrdZEbYi1eOeizrHW2ve4uKdixR2Ksy8JvMo4FggDSIWEXk2ns6efN3oaybXn0xeh7xcuHOBXut60W9DPy7fufzU82MTYwk+G8z769/H9xdfRu8YzV9X/8LCYEHNfDUZU2cMIe1CmFhvIvUK1sPawjoD7uofDtb3a+VVdKvI7bjbdA/uzrGbxzI0Bkl7et5JJPPTsr1stmzv3+7G32XI5iGsP78egHfKv0Ovir2wMDx7Th0WGUa3Nd24du8aXi5ezPGbQ16HvGkdsojIM7sbf5dv9n/DgiMLSDAmYG9lz7vl3+VNnzextvwn6UkyJrHnyh5Whq0k6EwQt+P/KWDr7eptKmCbmf5uux13m3eD3+Xg9YO42rnynf93FMtZzNxhyXNq8XsLzkadZWbDmdQtWNfc4ci/aNle1qdnnlJBydM/koxJTNs7je8OfQdAY8/GjKkzBnsr+xSPceLWCboFdeNmzE2K5yzObL/Z5LHPk14hi4g8l5O3TvLZzs/Yc2UPAEVdijKs+jBy2+dm+anlrDy9kvDocFN/jxweNPe6X8C2RK4S5gr7qaLioui2phtHbx4lt11u5jaZi5dLxhWMlLRxK+YW9RbVA2BL+y2q8ZTJKHnK+pQ8pYKSp4ctPbmUkdtHkpCUQJncZfjy5S9T9O3q3zf/pntQdyJiI/B29WZW41nkssuVARGLiDw7o9HIirAVTNo9KdkOeQ84WTvhV8SP5kWbU8W9ynPNxJtDZGwkXdd05ditY+S1z8vcJnP1vGkWs/H8Rnqv742XixfLXllm7nDkP5Q8ZX3aMELS1CvFX2GO3xxy2ubk8I3DdFjZ4akPIB++fpiua7oSERtB2dxlmeM3R4mTiGRqBoOBlsVasrz1ctqXao+FwQIrCysaFGrAFN8pbGi3gRG1RlDNo1qWSZwAXGxdmOU3i+I5i3P13lXeXvM2F25fMHdY8gz0vJNI1pB1/mWQdFfFvQo/NvuRoi5FuXr3Kl1Wd2Hd2XWP7Lvv6j66BXUjKi6Kim4VmeU3S0sMRCTLcLZxZliNYWx8fSMhr4fw5ctf0tizMbaWtuYO7bm52rky2282Xi5eXLl7ha5runLpziVzhyUppORJJGtQ8iTJFHIuxMJmC6mV/36Rvn4h/Qg8GJisCvXu8N28G/wud+LvUMW9Ct80/gYnGyczRi0i8nxy2uV8ob74yWOfh0C/QDydPbkUfYmua7ome45LMqeEpAQOXj8IQHm38maORkSeRMmTPMTJxomvGn5FB+8OAEzdO5WPt35MXGIcOy7voOe6ntxNuEv1fNWZ2XAmOaxzmDliERF5wM3BjTl+cyjoWJALdy7QLagbV+9eNXdY8gQnI05yL+EeOaxzUMxFuyWKZGbpmjzdunWLzp074+LigouLC507dyYiIuKJ5xiNRkaMGEH+/Pmxt7fH19eXw4cPJ+vj6+uLwWBI9mrfvn063kn2Y2VhxdDqQxlafSiWBkuWnVpGp1Wd6L2uN/cS7lG7QG1mvDwDB2sHc4cqIiL/4ZHDg0D/QPLnyM/ZqLN0C+rG9XvXzR2WPMb+q/eX7Kk4rqSHgIAADAYD48ePT9a+dOlSDAYDixcvxtLSknPnzj3yfG9vb/r27Qsk/wxua2tLgQIFaNmyJUuWLHns9UuVKoWNjQ0XL158aqy+vr7069fvofYHsT6QmJjIuHHj8Pb2xt7eHldXV2rUqMHcuXOfeo3UStfkqWPHjuzbt4/Vq1ezevVq9u3bR+fOnZ94zsSJE5kyZQozZswgNDQUDw8PGjduzO3bt5P16969O5cvXza9vv322/S8lWyrg3cHZjaciaO1I0dvHiU2MRbfQr582eBL7Ky024yISGaV3zE/gf6BuDu4czryNN2Duj9yh0ExvwPXDwB63knSj52dHRMmTODWrVsPHWvVqhW5c+dm/vz5Dx3bunUrx44do2vXrqa2B5/BT548yeLFi/Hx8aF9+/a88847D52/ZcsWYmJiaNu2LfPmzUuz+xkxYgRTp05l9OjRHDlyhA0bNtC9e/dH3l9as0qvgY8ePcrq1avZsWMH1atXB2D27NnUrFmTY8eOUapUqYfOMRqNTJ06lWHDhvHqq68CMH/+fNzd3fnxxx959913TX0dHBzw8PBIUSyxsbHExsaa3kdFRaXm1rKdWgVq8UOzHxixfQTFchZj6EtDkxWWFBGRzKmgU0G+8/+Ot1a/xcmIk3QP6k6gXyA57XKaOzT5F20WkTUZjUaM8UlmubbB2iLZTMzTNGrUiJMnTzJu3DgmTpyY7Ji1tTWdO3dm3rx5fPzxx8nG/e6776hSpQoVKvzz/+a/P4MXKlSIGjVq4O3tzdtvv83rr79Oo0aNTH0DAwPp2LEj9evXp1evXgwdOvSZ4n6c5cuX07NnT9q2bWtq+3eM6Sndkqft27fj4uJiSpwAatSogYuLC9u2bXtk8nT69GnCw8Px8/Mztdna2lK/fn22bduWLHn64YcfWLhwIe7u7jRt2pThw4fj5PToTQvGjRvHyJEj0/Dusp+iOYvyfdPvzR2GiIg8o8LOhZnjP4e3Vr/F8VvHeSf4HWb7zX6hNsrIym7F3OJs1FlAm0VkNcb4JC59us0s184/qhYGm5Qv8bS0tGTs2LF07NiRvn37UrBgwWTHu3btypQpU9i4cSO+vr4AREdH88svvzyUbD1Kly5dGDhwIEuWLDElT7dv3+bXX39l586deHt7Ex0dTUhICA0aNEj5jT6Gh4cH69evp2fPnri5uaV6vGeRbsv2wsPDyZv34SKrefPmJTz80Tv/PGh3d3dP1u7u7p7snDfeeIOffvqJkJAQPvnkExYvXmyaqXqUIUOGEBkZaXqdP3/+eW5JREQkS/Jy8SLQPxBXO1eO3jxKj+Ae3I67/fQTJd0duHZ/yZ6Xi5cSWklXrVu3pmLFigwfPvyhYz4+PlSvXj3ZM0O//PILiYmJdOjQ4aljW1hYULJkSc6cOWNq+/nnnylRogRlypTB0tKS9u3bExgYmCb3MmXKFK5du4aHhwfly5enR48e/Pnnn2ky9tM888zTiBEjnjqLExoaCvDIaTmj0fjU6br/Hv/vOd27dzf9d9myZSlRogRVq1Zl7969VK5c+aHxbG1tsbXNurU7REREUqtYzmLM9ptN1zVdOXTjEO+tfY9vG3+rHVPNTEv2si6DtQX5R9Uy27Wfx4QJE3j55ZcZOHDgQ8e6du1Kv379mDFjBk5OTnz33Xe8+uqr5MyZM0Vj//fzemBgIJ06dTK979SpE/Xq1SMiIiLFYz6Oj48Phw4dYs+ePWzZsoVNmzbRsmVLAgICmDNnTqrGfppn/sn37t2bo0ePPvFVtmxZPDw8uHLlykPnX7t27aGZpQcerJ/878zU1atXH3sOQOXKlbG2tubEiRPPejsiIiLZRslcJZnVeBZONk7sv7afnmt7cjf+rrnDytaUPGVdBoMBCxtLs7ye97mhevXq4e/vz9ChQx861r59ewwGA4sWLeLkyZNs2bIl2UYRT5KYmMiJEyfw8vIC4MiRI+zcuZMPP/wQKysrrKysqFGjBvfu3eOnn3567DjOzs5ERkY+1B4REYGzs3OyNgsLC6pVq0b//v35/fffmTdvHoGBgZw+fTpFMT+vZ555ypMnD3ny5Hlqv5o1axIZGcmuXbt46aWXANi5cyeRkZHUqvXoLN3LywsPDw+Cg4OpVKkSAHFxcWzcuJEJEyY89lqHDx8mPj6efPnyPevtiIiIZCulc5dmduPZdAvqxt6re+mzvg8zGs7A3sre3KFlO/8ujqvkSTLK+PHjqVixIiVLlkzW7uTkRNu2bZk7dy5hYWEULVrU9PzT08yfP59bt27x2muvAfdnnerVq8dXX32VrN+CBQsIDAzkvffee+Q43t7ej1x+Fxoa+sj9Ev7Nx8cHuP+sVnpKt2eeSpcuTZMmTejevTs7duxgx44ddO/enRYtWiS7eW9vb37//Xfgfgbfr18/xo4dy++//86hQ4cICAjAwcGBjh07AnDq1ClGjRrF7t27OXPmDKtWraJt27ZUqlSJ2rVrp9ftiIiIvDDK5CnDN42/IYd1DnaF7+L99e8Tmxj79BMlTf27OG5Rl6LmDkeyiXLlyvHGG28wffr0h4517dqVbdu28fXXX/P2228/cobr7t27hIeHc+HCBXbu3MngwYPp0aMH7733Hg0aNCA+Pp4FCxbQoUMHypYtm+zVrVs39uzZw/7992dcGzZsyIwZM0xj9+zZk1OnTtGrVy/279/P8ePH+eqrrwgMDGTQoEGmfm3atOGLL75g586dnD17lpCQEHr16kXJkiXx9vZOh5/aP9K1ztMPP/xAuXLl8PPzw8/Pj/Lly7NgwYJkfY4dO5Zseu7DDz+kX79+9OzZk6pVq3Lx4kWCgoJMO+nZ2Niwbt06/P39KVWqFH379sXPz4+1a9diaanCciIiIilRwa0CMxvOxN7Knu2Xt9NvQz/iEuPMHVa2ouK4Yi6jR4/GaDQ+1F6nTh1KlSpFVFQUXbp0eeS5s2fPJl++fBQrVozWrVtz5MgRFi1axMyZMwFYtmwZN27coHXr1g+dW6JECcqVK2faOOLUqVNcv/5PAe8iRYqwefNmTp06hZ+fH9WqVWPevHnMmzcv2bbk/v7+LF++nJYtW1KyZEm6dOmCt7c3QUFBWFml22biABiMj/rJveCioqJwcXEhMjLyofWTIiIi2UloeCg91/YkJjEG34K+TPGdolp+GWTo5qEsD1vOu+XfpXel3uYOR54gJiaG06dP4+XlhZ2dnbnDkefwpD/DZ8kN0nXmSURERDK3ah7VmN5wOraWtoRcCOHDTR8SnxRv7rCyhQPX729TruedRLIOJU8iIiLZXI18NZjWYBrWFtasPbeWoZuHkpCUYO6wXmgqjiuSNSl5EhEREWoXqM0Xvl9gZWHF6jOr+XjrxyQmJZo7rBeWiuOKZE1KnkRERASA+oXqM6n+JKwMVqwMW8nwbcNJMiaZO6wXkuo7iWRNSp5ERETEpGHhhkyoNwFLgyV/nPqDUdtHKYFKB0qeRLImJU8iIiKSjF8RP8bWGYuFwYLFJxYzdufYR25rLM9HxXFFsi4lTyIiIvKQZkWbMbr2aAwYWHRsERNDJyqBSiMqjiuSdSl5EhERkUdqVawVI2uNBGDh0YVM2TNFCVQaUHFckaxLyZOIiIg8VusSrfmkxicAzDs8j+l/TVcClUp63kkk61LyJCIiIk/0eqnXGfLSEABmH5zNN/u/MXNEWZuK44pkXUqeRERE5Kk6lu7IoKqDAJi5fyYLjiwwc0RZk4rjSkYLCAjAYDBgMBiwsrKicOHCvPfee9y6dcvUp0iRIkydOjXFYz6u/9SpUylSpIjpfXR0NIMHD6Zo0aLY2dnh5uaGr68vK1asSMUdmZeVuQMQERGRrOHNMm8SlxTHtL3T+Dz0czxyeNDYs7G5w8pSVBxXzKFJkybMnTuXhIQEjhw5wttvv01ERAQ//fRTul63R48e7Nq1ixkzZuDj48ONGzfYtm0bN27cSNfrpiclTyIiIpJiXct2JTw6nEXHFjFk8xDc7N2omLeiucPKMvS804vDaDQSHx9vlmtbW1tjMBhS3N/W1hYPDw8AChYsSLt27Zg3b146RfeP5cuXM23aNJo1awbcn7GqUqVKul83PSl5EhERkRQzGAx89NJHXIm+QsiFEPqs78PCZgvxdPY0d2hZgpKnF0d8fDxjx441y7WHDh2KjY3Nc50bFhbG6tWrsba2TuOoHubh4cGqVat49dVXcXJySvfrZQQ98yQiIiLPxMrCign1JlAmdxkiYiN4b+173Iy5ae6wMj0VxxVzWbFiBY6Ojtjb21OsWDGOHDnC4MGD0/26s2bNYtu2beTOnZtq1arRv39/tm7dmu7XTU+aeRIREZFn5mDtwIyGM+i0qhPnb5+nz7o+zPGfg72VvblDy7QeFMd1tHakWM5i5g5HUsna2pqhQ4ea7drPokGDBnz99dfcvXuXOXPmcPz4cfr06ZNO0f2jXr16hIWFsWPHDrZu3cr69euZNm0aI0eO5JNPPkn366cHzTyJiIjIc8ljn4eZjWbibOPMgesHGLJ5CIlJieYOK9N6UBy3bJ6yWBj0ESyrMxgM2NjYmOX1LM87AeTIkYPixYtTvnx5vvzyS2JjYxk5cuRz37uzszORkZEPtUdERODiknwjFGtra+rWrctHH31EUFAQo0aNYvTo0cTFxT339c1Jv7kiIiLy3Iq6FOXLl7/E2sKadefWMWn3JHOHlGnpeSfJLIYPH86kSZO4dOnSc53v7e1NaGjoQ+2hoaGUKlXqief6+PiQkJBATEzMc13b3JQ8iYiISKpUca/C2Dr3H5xfeHShakA9hpInySx8fX0pU6ZMsg0vLl68yL59+5K9bt68/yyjt7c3v//+u6nvgAED+PPPPxk1ahRHjhzhyJEjjB49mtWrVzNw4MBk1/n222/Zs2cPZ86cYdWqVQwdOpQGDRrg7OyccTechpQ8iYiISKo18WrCgCoDAPg89HOCzwabOaLM5VbMLc7dPgeoOK5kDgMGDGD27NmcP38egEmTJlGpUqVkr2XLlgFw7NixZMv0atSowZo1a1i7di116tShTp06BAUFsWbNGqpXr27q5+/vz/z58/Hz86N06dL06dMHf39/fvnll4y92TRkMBqNRnMHkdGioqJwcXEhMjIyy2a9IiIimY3RaGTMzjEsOrYIW0tb5vjNUQ2o/7fx/EZ6r++Nl4sXy15ZZu5w5BnFxMRw+vRpvLy8sLOzM3c48hye9Gf4LLmBZp5EREQkTTyoAeVb0JfYxFj6rO/D2aiz5g4rU9CSPZEXg5InERERSTOqAfVoSp5EXgxKnkRERCRNPagBVcCxgKkG1L2Ee+YOy2xUHFfkxaHkSURERNKcakDdF5sYy2c7PlNxXJEXhJInERERSRfZvQbU5TuX6fJnFxafWIwBA/0q91NxXJEsTr/BIiIikm6yaw2oHZd30G5FOw7fOIyLrQtfN/qadt7tzB2WiKSSkicRERFJV9mpBpTRaOS7Q9/xbvC73Iq9RWnX0vzc/GdqF6ht7tBEJA0oeRIREZF0F1AmgHal2mHEyJDNQ9h3dZ+5Q0pz0fHRDNw4kC/2fEGSMYlWxVrxfdPvKehU0NyhiUgaUfIkIiIi6e5FrwEVFhlGh5UdCD4bjJWFFR9X/5jPan+GnZUKqoq8SJQ8iYiISIZ4UWtArT27lo4rO3I68jR57fMy138u7bzbYTAYzB2aiKQxJU8iIiKSYV6kGlAJSQl8secL+of0Jzo+mqruVVnUchEV81Y0d2giwP0Z3ye9AgICHurn5ORE1apVWbJkiWmcESNGmI5bWFiQP39+3njjDc6fP//U6y9duvSh9n79+uHr62t6f/XqVd59910KFy6Mra0tHh4e+Pv7s3379rT4MaQpJU8iIiKSoV6EGlA3Y27SY20Pvjv0HQBv+rzJLL9Z5LHPY+bIRP5x+fJl02vq1Kk4Ozsna5s2bZqp79y5c7l8+TKhoaFUqFCBtm3bJkteypQpw+XLl7lw4QKLFi3i4MGDvP7662kS52uvvcb+/fuZP38+x48fZ9myZfj6+nLzZuabmbYydwAiIiKS/TyoAdU9qLupBtTglwabO6wUOXz9MP1C+hEeHY69lT0ja42kqVdTc4clGcxoNJKUZJ5ZUwsL+xQtC/Xw8DD9t4uLCwaDIVnbv+XMmRMPDw88PDz45ptv+Pnnn1m2bBk1a9YEwMrKynRu/vz56d69O3379iUqKgpnZ+fnvpeIiAi2bNlCSEgI9evXB8DT05OXXnrpucdMT0qeRERExCwe1IAatGkQC48uJL9jfjr7dDZ3WE+05MQSxuwYQ1xSHJ7Onnzh+wUlcpUwd1hiBklJ9wjZWM4s1/atfxBLS4d0G9/a2horKyvi4+MfeTw8PJwlS5ZgaWmJpaVlqq7l6OiIo6MjS5cupUaNGtja2qZqvPSmZXsiIiJiNlmlBlRcYhwjto1g+LbhxCXF4VvIl5+a/6TESV44sbGxfPbZZ0RFRdGwYUNT+8GDB3F0dMTBwYF8+fIREhJCr169yJEjR6quZ2Vlxbx585g/fz45c+akdu3aDB06lAMHDqT2VtKFZp5ERETErALKBHDxzkUWHVvEkM1DcLN3y1SbLoRHh9N/Q38O3TiEAQO9K/WmW7luWBj0HXR2ZmFhj2/9g2a7dlrr0KEDlpaW3Lt3DxcXFyZNmkTTpv8sRy1VqhTLli0jNjaWP/74g19//ZUxY8akybVfe+01mjdvzubNm9m+fTurV69m4sSJzJkzx7SpRWah5ElERETM6kENqCvRVwi5EEKf9X1Y2Gwhns6e5g6NnZd3MmjjIG7F3sLZxpkJ9SZQp0Adc4clmYDBYEjXpXMZ7YsvvqBRo0Y4OzuTN2/eh47b2NhQvHhx4P7mESdOnOC9995jwYIFjx3TycmJyMjIh9ojIiJwcXFJ1mZnZ0fjxo1p3Lgxn376Kd26dWP48OGZLnnSVyYiIiJidpmtBpTRaGTuobm8E/wOt2Jv4e3qzaIWi5Q4yQvLw8OD4sWLPzJxepRPPvmEn376ib179z62j7e3N6GhocnajEYje/bsoVSpUk8c38fHh+jo6BTFkpGUPImIiEimkFlqQEXHRzNw40Cm7JlCkjGJVsVasaDpAgo6FczwWEQyq6JFi/K///2PTz/9FICLFy/i7e3Nrl27TH0++OADAgMDmTFjBsePH2f//v307t2bU6dO0atXLwBu3LjByy+/zMKFCzlw4ACnT5/m119/ZeLEifzvf/8zy709iZbtiYiISKbxoAZU51WdTTWgJtefjKVF6nb0SqmwyDD6b+hPWGQYVhZWfFTtI14v9XqKtoUWyW4GDhxI7dq12blzJ+7u7hw7doy7d++ajr/++usYjUYmTZrEsGHDsLOzo1KlSmzevBlPz/vLch0dHalevTpffPEFp06dIj4+nkKFCtG9e3eGDh1qrlt7LIPRaDSaO4iMFhUVhYuLC5GRkanal15ERETSx54re+ge1J34pHg6le6UITWg1p1dx7Ctw4iOjyavfV4m+07OVBtXiPnExMRw+vRpvLy8sLOzM3c48hye9Gf4LLmBlu2JiIhIpvOgBhTAwqMLWXDk8Q+lp1ZiUiJT90ylX0g/ouOjqeJehUUtFylxEpGHKHkSERGRTCkjakDdirlFj7U9CDwUCEBnn87M9ptNHvs8aX4tEcn69MyTiIiIZFrpWQPq8PXD9A/pz+Xoy9hb2TOy1kiaejV9+okikm2l68zTrVu36Ny5My4uLri4uNC5c2ciIiKeeM6SJUvw9/cnT548GAwG9u3b91Cf2NhY+vTpQ548eciRIwetWrXiwoUL6XMTIiIiYjYPakDVL1if2MRY+qzvw9mos6ke9/cTv/Pmn29yOfoyhZ0Ks7DZQiVOIvJU6Zo8dezYkX379rF69WpWr17Nvn376Ny58xPPiY6Opnbt2owfP/6xffr168fvv//Ozz//zJYtW7hz5w4tWrQgMTExrW9BREREzMzKwoqJ9Sbik9sn1TWg4hLjGLl9JJ9u+5S4pDh8C/ryU4ufKJmrZBpHLSIvonTbbe/o0aP4+PiwY8cOqlevDsCOHTuoWbMmf//991MLY505cwYvLy/++usvKlasaGqPjIzEzc2NBQsW0K5dOwAuXbpEoUKFWLVqFf7+/g+NFRsbS2xsrOl9VFQUhQoV0m57IiIiWcj1e9fptKoTF+9cpHye8szxn4O9lX2Kzw+PDmdAyAAOXj+IAQO9Kvaie/nuWBj0CLg8mXbby/oy/W5727dvx8XFxZQ4AdSoUQMXFxe2bdv23OPu2bOH+Ph4/Pz8TG358+enbNmyjx133LhxpqWDLi4uFCpU6LmvLyIiIuaRxz4PMxvOxNnG2VQDKjEpZatOdl3eRbsV7Th4/SDONs7MbDSTdyu8q8RJRJ5Juv2NER4eTt68eR9qz5s3L+Hh4aka18bGhly5ciVrd3d3f+y4Q4YMITIy0vQ6f/78c19fREREzKdozqJMazANawtr1p1bx6Tdk57Y32g0Mu/QPLoHd+dmzE28Xb35ucXP1ClQJ4MiFpEXyTMnTyNGjMBgMDzxtXv3boBHVuM2Go3pUqX7SePa2tri7Oyc7CUiIiJZU1WPqoypMwZ4cg2o6PhoPtj4AZP3TCbJmESrYq34vun3FHLSChQReT7PvFV57969ad++/RP7FClShAMHDnDlypWHjl27dg13d/dnvayJh4cHcXFx3Lp1K9ns09WrV6lVq9ZzjysiIiJZR1OvplyOvswXe77g89DP8cjhQWPPxqbjpyNP029DP8Iiw7CysGJwtcG0K9UuXb7AFZHs45lnnvLkyYO3t/cTX3Z2dtSsWZPIyEh27dplOnfnzp1ERkamKsmpUqUK1tbWBAf/Uyjv8uXLHDp0SMmTiIhINvJWmbdoV6odRowM2TyEfVf3AbDu7Do6rOxAWGQYbvZuzPWfS3vv9kqcJFvy9fWlX79+D7UvXbrU9Dsxb968ZKvIHB0dqVKlCkuWLHlorEetOuvRo4epz3/HqVChAvPmzXtijCNGjEi2QdwDERERGAwGQkJCTG2LFy+mevXquLi44OTkRJkyZRg4cGCKfx6plW5FckuXLk2TJk3o3r073377LQDvvPMOLVq0SLbTnre3N+PGjaN169YA3Lx5k3PnznHp0iUAjh07BtyfcfLw8MDFxYWuXbsycOBAcufOjaurKx988AHlypWjUaNG6XU7IiIiksk8qAEVHh3Oxgsb6bO+D029mvLT3z8BUDlvZSb7TiaPfR4zRyqS+Tk7O5s+d9++fZu5c+fy+uuvc/jw4WSf3bt3786oUaOSnevg4JDs/dy5c2nSpAnR0dEsWrSIt956i3z58j1yV+xnsXbtWtq3b8/YsWNp1aoVBoOBI0eOsG7dulSN+yzSLXkC+OGHH+jbt69pZ7xWrVoxY8aMZH2OHTtGZGSk6f2yZct46623TO8fLBEcPnw4I0aMAOCLL77AysqK119/nXv37tGwYUPmzZuHpaVlet6OiIiIZDIPakC9teYtjtw4YkqcOpXuxICqA7C2sDZzhPKiMhqN3E1KMsu1HSws0nwm1WAw4OHhAdyftPjss8+YNGkSBw4cSJY8OTg4mPo9Ts6cOU19hg4dyuTJkwkKCkp18rRixQrq1KnDoEGDTG0lS5bklVdeSdW4zyJdkydXV1cWLlz4xD7/LTMVEBBAQEDAE8+xs7Nj+vTpTJ8+PbUhioiISBbnYO3AVw2/ImB1AFfvXmVEzRE0K9rM3GHJC+5uUhLFNh00y7VP1StHjnScNEhMTOT7778HoHLlyqkaZ/Hixdy8eRNr69R/keHh4cGPP/7IoUOHKFu2bKrHex7pmjyJiIiIZIQ89nlY0moJCUkJOFg7PP0EEUkmMjISR0dHAO7du4e1tTWzZs2iWLFiyfrNnDmTOXPmJGv76quv6NKli+l9hw4dsLS0JCYmhsTERFxdXenWrVuqY+zTpw+bN2+mXLlyeHp6UqNGDfz8/HjjjTewtbVN9fgpoeRJREREXgg2ljbYWNqYOwzJJhwsLDhVr5zZrp3WnJyc2Lt3LwB3795l7dq1vPvuu+TOnZuWLVua+r3xxhsMGzYs2bn/re36xRdf0KhRI86fP8+AAQPo378/xYsXT3WMOXLkYOXKlZw6dYoNGzawY8cOBg4cyLRp09i+fftDz16lByVPIiIiIiLPyGAwpOvSubTi7OycbH+BByIiIpLVPrWwsEiW4JQvX56goCAmTJiQLHlycXF5aiLk4eFB8eLFKV68OL/++iuVKlWiatWq+Pj4PHOMD675b8WKFaNYsWJ069aNYcOGUbJkSdPGFOkt7dNWERERERHJFLy9vdm9e/dD7aGhock2gngUS0tL7t27l6rrFy9enNdee40hQ4Y8McYLFy4QHh7+UIz/Ter+q0iRIjg4OBAdHZ2qOFNKM08iIiIiIi+onj17MmPGDHr16sU777yDvb09wcHBBAYGsmDBAlM/o9FoSl7u3btHcHAwa9as4dNPP0023t27dx9KcmxtbcmVK9djYxg4cCAVKlRg9+7dVK1alSFDhnDx4kXTphR+fn6ULl2a9u3bM2bMGPLnz8+BAwf44IMP6NGjB05OTsD9elB3796lWbNmeHp6EhERwZdffkl8fDyNGzd+7PXTkpInEREREZEXVJEiRdi8eTPDhg3Dz8+PmJgYSpYsybx582jbtq2pX1RUFPny5QPuJ0Oenp6MGjWKwYMHJxtv9uzZzJ49O1mbv78/q1evfmwMD+qxfvrpp6xatYrLly9z7tw503ErKyuCgoIYOnQob7zxBlevXsXT05Nu3brx4YcfmvrVr1+fr776ijfffJMrV66QK1cuKlWqRFBQ0FNn0dKKwfjfvcKzgaioKFxcXIiMjEy21lNERERE5L9iYmI4ffo0Xl5e2NnZmTsceQ5P+jN8ltxAzzyJiIiIiIikgJInERERERGRFFDyJCIiIiIikgJKnkREREREUiAbbhXwwkirPzslTyIiIiIiT2BtbQ3c36Zbsqa4uDjgfu2q1NBW5SIiIiIiT2BpaUnOnDm5evUqAA4ODhgMBjNHJSmVlJTEtWvXcHBwwMoqdemPkicRERERkafw8PAAMCVQkrVYWFhQuHDhVCe9Sp5ERERERJ7CYDCQL18+8ubNS3x8vLnDkWdkY2ODhUXqn1hS8iQiIiIikkKWlpapfm5Gsi5tGCEiIiIiIpICSp5ERERERERSQMmTiIiIiIhICmTLZ54eFMmKiooycyQiIiIiImJOD3KClBTSzZbJ040bNwAoVKiQmSMREREREZHM4MaNG7i4uDyxT7ZMnlxdXQE4d+7cU39A5lCtWjVCQ0PNHcYjKbZnl1njAsX2vDJrbJk1LlBszyMqKopChQpx/vx5nJ2dzR1OMpn1ZwaK7Xll1tgya1yg2J5XZowtMjKSwoULm3KEJ8mWydODPd5dXFwy3T9IcH8LzMwYFyi255FZ4wLF9rwya2yZNS5QbKnh7Oyc6eLLzD8zxfZ8MmtsmTUuUGzPKzPHlpI6UNowIhPq1auXuUN4LMX27DJrXKDYnldmjS2zxgWK7UWTmX9miu35ZNbYMmtcoNieV2aOLSUMxpQ8GfWCiYqKwsXFhcjIyEyb+YqISPamf6tERDLGs/x9my1nnmxtbRk+fDi2trbmDkVEROSR9G+ViEjGeJa/b7PlzJOIiIiIiMizypYzTyIiIiIiIs9KyZOIiIiIiEgKKHkSERERERFJASVPkmWMGzeOatWq4eTkRN68eXnllVc4duyY6Xh8fDyDBw+mXLly5MiRg/z58/Pmm29y6dIlM0Ytknae9jsAcOXKFQICAsifPz8ODg40adKEEydOmClikfQzc+ZMvLy8sLOzo0qVKmzevNl0LCAgAIPBkOxVo0YNM0YrkvY2bdpEy5YtyZ8/PwaDgaVLl5qO6TNR+lHyJFnGxo0b6dWrFzt27CA4OJiEhAT8/PyIjo4G4O7du+zdu5dPPvmEvXv3smTJEo4fP06rVq3MHLlI2nja74DRaOSVV14hLCyMP/74g7/++gtPT08aNWpk6iPyIli0aBH9+vVj2LBh/PXXX9StW5emTZty7tw5U58mTZpw+fJl02vVqlVmjFgk7UVHR1OhQgVmzJjx0DF9Jko/2m1Psqxr166RN29eNm7cSL169R7ZJzQ0lJdeeomzZ89SuHDhDI5QJH3993fg+PHjlCpVikOHDlGmTBkAEhMTyZs3LxMmTKBbt25mjlgkbVSvXp3KlSvz9ddfm9pKly7NK6+8wrhx4wgICCAiIiLZN/EiLzKDwcDvv//OK6+88tg++kyUNjTzJFlWZGQkAK6urk/sYzAYyJkzZwZFJZJx/vs7EBsbC4CdnZ2pj6WlJTY2NmzZsiXjAxRJB3FxcezZswc/P79k7X5+fmzbts30PiQkhLx581KyZEm6d+/O1atXMzpUkUxFn4nShpInyZKMRiMDBgygTp06lC1b9pF9YmJi+Oijj+jYseNTq0WLZDWP+h3w9vbG09OTIUOGcOvWLeLi4hg/fjzh4eFcvnzZzBGLpI3r16+TmJiIu7t7snZ3d3fCw8MBaNq0KT/88APr169n8uTJhIaG8vLLL5u+YBDJbvSZKO1YmTsAkefRu3dvDhw48Nhv0+Pj42nfvj1JSUnMnDkzg6MTSX+P+h2wtrZm8eLFdO3aFVdXVywtLWnUqBFNmzY1Y6Qi6cNgMCR7bzQaTW3t2rUztZctW5aqVavi6enJypUrefXVVzM0ThFz02eitKXkSbKcPn36sGzZMjZt2kTBggUfOh4fH8/rr7/O6dOnWb9+vb5hkRfOk34HqlSpwr59+4iMjCQuLg43NzeqV69O1apVzRStSNrKkycPlpaWplmmB65evfrQbNQD+fLlw9PTUztPSrajz0RpT8v2JMswGo307t2bJUuWsH79ery8vB7q8+AviRMnTrB27Vpy585thkhF0kdKfgcecHFxwc3NjRMnTrB7927+97//ZWCkIunHxsaGKlWqEBwcnKw9ODiYWrVqPfKcGzducP78efLly5cRIYpkCvpMlD408yRZRq9evfjxxx/5448/cHJyMn3r6OLigr29PQkJCbRp04a9e/eyYsUKEhMTTX1cXV2xsbExZ/giqfa03wGAX3/9FTc3NwoXLszBgwd5//33eeWVVx56uF4kKxswYACdO3ematWq1KxZk1mzZnHu3Dl69OjBnTt3GDFiBK+99hr58uXjzJkzDB06lDx58tC6dWtzhy6SZu7cucPJkydN70+fPs2+fftwdXUlf/78+kyUXowiWQTwyNfcuXONRqPRePr06cf22bBhg1ljF0kLT/sdMBqNxmnTphkLFixotLa2NhYuXNj48ccfG2NjY80XtEg6+eqrr4yenp5GGxsbY+XKlY0bN240Go1G4927d41+fn5GNzc30+9Bly5djOfOnTNzxCJpa8OGDY/8N6FLly76TJSOVOdJREREREQkBfTMk4iIiIiISAooeRIREREREUkBJU8iIiIiIiIpoORJREREREQkBZQ8iYiIiIiIpICSJxERERERkRRQ8iQiIiIiIpICSp5ERERERERSQMmTiIiIiIhICih5EhERERERSQElTyIiIiIiIimg5ElERERERCQFlDyJiIiIiIikgJInERERERGRFFDyJCIiIiIikgJKnkRERERERFJAyZOIiIiIiEgKKHkSERERERFJASVPIiIiIiIiKaDkSUREREREJAWUPImIiIiIiKSAkicREREREZEUUPIkIiKSRRgMBpYuXWruMEREsi0lTyIiIhkoICAAg8Hw0OvkyZPmDk1ERJ7CytwBiIiIZDdNmjRh7ty5ydrc3NzMFI2IiKSUZp5EREQymK2tLR4eHslelpaWLF++nCpVqmBnZ0fRokUZOXIkCQkJyc69fPkyTZs2xd7eHi8vL3799Vcz3YWISPaj5ElERCQTWLNmDZ06daJv374cOXKEb7/9lnnz5jFmzJhk/T755BNee+019u/fT6dOnejQoQNHjx41U9QiItmLwWg0Gs0dhIiISHYREBDAwoULsbOzM7U1bdqUK1eu0LRpU4YMGWJqX7hwIR9++CGXLl0C7m8Y0aNHD77++mtTnxo1alC5cmVmzpyZcTchIpJN6ZknERGRDNagQYNkCVCOHDkoXrw4oaGhyWaaEhMTiYmJ4e7duzg4OABQs2bNZGPVrFmTffv2ZUjcIiLZnZInERGRDPYgWfq3pKQkRo4cyauvvvpQ/3/PUj2KwWBI0/hEROTRlDyJiIhkApUrV+bYsWMPJVX/tWPHDt58881k7ytVqpTe4YmICEqeREREMoVPP/2UFi1aUKhQIdq2bYuFhQUHDhzg4MGDfPbZZ6Z+v/76K1WrVqVOnTr88MMP7Nq1i8DAQDNGLiKSfWi3PRERkUzA39+fFStWEBwcTLVq1ahRowZTpkzB09MzWb+RI0fy888/U758eebPn88PP/yAj4+PmaIWEcletNueiIiIiIhICmjmSUREREREJAWUPImIiIiIiKSAkicREREREZEUUPIkIiIiIiKSAkqeREREREREUkDJk4iISDoYN24c1apVw8nJibx58/LKK69w7NixZH2MRiMjRowgf/782Nvb4+vry+HDh03Hb968SZ8+fShVqhQODg4ULlyYvn37EhkZ+chrxsbGUrFiRQwGA/v27UvP2xMRyZaUPImIiKSDjRs30qtXL3bs2EFwcDAJCQn4+fkRHR1t6jNx4kSmTJnCjBkzCA0NxcPDg8aNG3P79m0ALl26xKVLl5g0aRIHDx5k3rx5rF69mq5duz7ymh9++CH58+fPkPsTEcmOVOdJREQkA1y7do28efOyceNG6tWrh9FoJH/+/PTr14/BgwcD92eO3N3dmTBhAu++++4jx/n111/p1KkT0dHRWFlZmdr//PNPBgwYwOLFiylTpgx//fUXFStWzIhbExHJNjTzJCIikgEeLLVzdXUF4PTp04SHh+Pn52fqY2trS/369dm2bdsTx3F2dk6WOF25coXu3buzYMECHBwc0ukOREREyZOIiEg6MxqNDBgwgDp16lC2bFkAwsPDAXB3d0/W193d3XTsv27cuMHo0aOTzUoZjUYCAgLo0aMHVatWTac7EBERAKundxEREZHU6N27NwcOHGDLli0PHTMYDMneG43Gh9oAoqKiaN68OT4+PgwfPtzUPn36dKKiohgyZEjaBy4iIslo5klERCQd9enTh2XLlrFhwwYKFixoavfw8AB4aJbp6tWrD81G3b59myZNmuDo6Mjvv/+OtbW16dj69evZsWMHtra2WFlZUbx4cQCqVq1Kly5d0uu2RESyJSVPIiIi6cBoNNK7d2+WLFnC+vXr8fLySnbcy8sLDw8PgoODTW1xcXFs3LiRWrVqmdqioqLw8/PDxsaGZcuWYWdnl2ycL7/8kv3797Nv3z727dvHqlWrAFi0aBFjxoxJxzsUEcl+tGxPREQkHfTq1Ysff/yRP/74AycnJ9MMk4uLC/b29hgMBvr168fYsWMpUaIEJUqUYOzYsTg4ONCxY0fg/oyTn58fd+/eZeHChURFRREVFQWAm5sblpaWFC5cONl1HR0dAShWrFiymS4REUk9JU8iIiLp4OuvvwbA19c3WfvcuXMJCAgA7tdlunfvHj179uTWrVtUr16doKAgnJycANizZw87d+4EMC3He+D06dMUKVIkXe9BRESSU50nERERERGRFNAzTyIiIiIiIimg5ElERERERCQFlDyJiIiIiIikgJInERERERGRFFDyJCIiIiIikgJKnkRERERERFJAyZOIiIiIiEgKKHkSERERERFJASVPIiLywvL19aVfv37mDkNERF4QSp5ERESAkJAQDAYDERER5g5FREQyKSVPIiIiIiIiKaDkSUREXgjR0dG8+eabODo6ki9fPiZPnpzs+MKFC6latSpOTk54eHjQsWNHrl69CsCZM2do0KABALly5cJgMBAQEACA0Whk4sSJFC1aFHt7eypUqMBvv/2WofcmIiKZg5InERF5IQwaNIgNGzbw+++/ExQUREhICHv27DEdj4uLY/To0ezfv5+lS5dy+vRpU4JUqFAhFi9eDMCxY8e4fPky06ZNA+Djjz9m7ty5fP311xw+fJj+/fvTqVMnNm7cmOH3KCIi5mUwGo1GcwchIiKSGnfu3CF37tx8//33tGvXDoCbN29SsGBB3nnnHaZOnfrQOaGhobz00kvcvn0bR0dHQkJCaNCgAbdu3SJnzpzA/dmsPHnysH79emrWrGk6t1u3bty9e5cff/wxI25PREQyCStzByAiIpJap06dIi4uLlmC4+rqSqlSpUzv//rrL0aMGMG+ffu4efMmSUlJAJw7dw4fH59HjnvkyBFiYmJo3Lhxsva4uDgqVaqUDnciIiKZmZInERHJ8p62iCI6Oho/Pz/8/PxYuHAhbm5unDt3Dn9/f+Li4h573oMEa+XKlRQoUCDZMVtb29QHLiIiWYqSJxERyfKKFy+OtbU1O3bsoHDhwgDcunWL48ePU79+ff7++2+uX7/O+PHjKVSoEAC7d+9ONoaNjQ0AiYmJpjYfHx9sbW05d+4c9evXz6C7ERGRzErJk4iIZHmOjo507dqVQYMGkTt3btzd3Rk2bBgWFvf3RSpcuDA2NjZMnz6dHj16cOjQIUaPHp1sDE9PTwwGAytWrKBZs2bY29vj5OTEBx98QP/+/UlKSqJOnTpERUWxbds2HB0d6dKlizluV0REzES77YmIyAvh888/p169erRq1YpGjRpRp04dqlSpAoCbmxvz5s3j119/xcfHh/HjxzNp0qRk5xcoUICRI0fy0Ucf4e7uTu/evQEYPXo0n376KePGjaN06dL4+/uzfPlyvLy8MvweRUTEvLTbnoiIiIiISApo5klERERERCQFlDyJiIiIiIikgJInERERERGRFFDyJCIiIiIikgJKnkRERERERFJAyZOIiIiIiEgKKHkSERERERFJASVPIiIiIiIiKaDkSUREREREJAWUPImIiIiIiKSAkicREREREZEU+D9S+dhp9beYkwAAAABJRU5ErkJggg==", | |
"text/plain": [ | |
"<Figure size 1000x600 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"df = df.with_columns([\n", | |
" (pl.col(\"close\") / pl.col(\"prev_close\")).log().round(4).alias(\"daily_returns_log\")\n", | |
"])\n", | |
"\n", | |
"df = df.with_columns([\n", | |
" pl.cum_sum(\"daily_returns_log\").over(\"symbol\").alias(\"cum_returns_log\")\n", | |
"])\n", | |
"\n", | |
"\n", | |
"print(df.filter(pl.col(\"symbol\")==\"AMD.US\").select([\"symbol\", \"daily_return\", \"daily_return_pct\", \"cum_daily_returns\"]))\n", | |
"\n", | |
"\n", | |
"df_last = df.group_by(\"symbol\").tail(1).sort(\"date\")\n", | |
"top_df = df_last.top_k(10, by=[\"cum_returns_log\"])\n", | |
"top_symbols = tuple(top_df.select(pl.col(\"symbol\")).to_series().to_list())\n", | |
"\n", | |
"print(top_symbols)\n", | |
"\n", | |
"top_logs_df = conn.execute(f\"SELECT * FROM screener WHERE symbol IN {top_symbols} AND date > date_add(today(), - INTERVAL {interval})\").df()\n", | |
"top_logs_df_pivot = df.filter(pl.col(\"symbol\").is_in(top_symbols)).to_pandas().pivot(index=\"date\", columns=\"symbol\", values=\"cum_returns_log\")\n", | |
"\n", | |
"top_logs_df_pivot.plot(figsize=(10, 6), subplots=False)" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3 (ipykernel)", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.11.5" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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