{ "cells": [ { "cell_type": "markdown", "id": "3c579838-fc52-4949-999a-0f7b0aa70449", "metadata": {}, "source": [ "# Seasonal variation of the simulated ionospheric potential\n", "The source code of Figures 2.1, 2.2, 2.S2 and 2.S3" ] }, { "cell_type": "markdown", "id": "2a991079-f69f-4b4e-85e9-dd0eb6817d17", "metadata": {}, "source": [ "### Importing libraries" ] }, { "cell_type": "code", "execution_count": 1, "id": "e6e8b28e-203f-4c4b-907f-fe6183e5d331", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "\n", "import datetime as dt\n", "\n", "import numpy as np" ] }, { "cell_type": "markdown", "id": "83163834-de47-4f28-8add-768c7b76e1d3", "metadata": {}, "source": [ "### Helper functions, variables and classes" ] }, { "cell_type": "code", "execution_count": 2, "id": "42ca4c03-8fbf-451c-bd17-607e42450130", "metadata": {}, "outputs": [], "source": [ "def std_error(avg_val, avg_sqr, counter):\n", " \"\"\"\n", " Estimate the standard error from the average value\n", " and the average value of the square.\n", " \n", " :param avg_val: the average value\n", " :param avg_sqr: the average square value\n", " :param counter: the size of the sample\n", " \n", " :return: the standard error\n", " \"\"\"\n", "\n", " return np.sqrt((avg_sqr - avg_val**2) / (counter - 1))" ] }, { "cell_type": "code", "execution_count": 3, "id": "b0f00594-bdde-4af4-8336-6b93cbe8c227", "metadata": {}, "outputs": [], "source": [ "# a helper function to show the peak-to-peak amplitude\n", "def draw_arrows(ax=None, miny=0, maxy=1, exty=1,\n", " arrow_pos=12, text_pos=12.2, ampl=0, inward=False):\n", " arrow_props = {\n", " \"patchA\": None, \"patchB\": None,\n", " \"shrinkA\": 0.0, \"shrinkB\": 0.0,\n", " \"connectionstyle\": \"arc3,rad=0.\", \"fc\": \"black\",\n", " \"linewidth\": 0.5\n", " }\n", " coords = {\n", " \"xycoords\": \"data\",\n", " \"textcoords\": \"data\",\n", " \"annotation_clip\": False\n", " }\n", "\n", " if inward:\n", " ax.annotate(\"\", xy=(arrow_pos, miny), xytext=(arrow_pos, maxy),\n", " arrowprops={\"arrowstyle\": \"-\", **arrow_props}, **coords)\n", " \n", " for y, yt in zip([maxy + exty, miny - exty], [maxy, miny]):\n", " ax.annotate(\"\", xy=(arrow_pos, y), xytext=(arrow_pos, yt),\n", " arrowprops={\n", " \"arrowstyle\": \"<|-,head_length=0.8,head_width=0.3\",\n", " **arrow_props\n", " }, **coords)\n", " else:\n", " ax.annotate(\"\", xy=(arrow_pos, miny), xytext=(arrow_pos, maxy),\n", " arrowprops={\n", " \"arrowstyle\": \"<|-|>,head_length=0.8,head_width=0.3\",\n", " **arrow_props\n", " }, **coords)\n", "\n", " ax.text(\n", " text_pos, (miny + maxy) / 2,\n", " f\"{ampl * 100:.0f}%\",\n", " fontsize=\"large\", ha=\"left\", va=\"center\", rotation=270\n", " )" ] }, { "cell_type": "code", "execution_count": 4, "id": "61405aa1-0b4d-4a8a-85a5-3097d37c644e", "metadata": {}, "outputs": [], "source": [ "month_name = [\"J\", \"F\", \"M\", \"A\", \"M\", \"J\", \"J\", \"A\", \"S\", \"O\", \"N\", \"D\"]" ] }, { "cell_type": "markdown", "id": "d00db06e-dd79-4422-b62b-f10ca8a81f9a", "metadata": {}, "source": [ "### Loading precalculated arrays" ] }, { "cell_type": "code", "execution_count": 5, "id": "2dd01e73-6586-4e1b-b519-4f3e84ae8940", "metadata": {}, "outputs": [], "source": [ "# the number of simulated days used for analysis\n", "wrf_N_days = 4992\n", "inm_N_days = 41 * 365" ] }, { "cell_type": "code", "execution_count": 6, "id": "2cdc7a8e-8835-4ec6-8f55-bbd3e3e87ab7", "metadata": {}, "outputs": [], "source": [ "# dates corresponding to the indices (0 axis) of the data arrays\n", "# note: in the case of the WRF the dates correspond to real dates\n", "# note: in the case of the INMCM there are 41 365-day years\n", "wrf_dt_indices = np.array(\n", " [dt.date(1980, 1, 1) + dt.timedelta(i * 3) for i in range(wrf_N_days)]\n", ")\n", "inm_dt_indices = np.array(\n", " [dt.date(2022, 1, 1) + dt.timedelta(i % 365) for i in range(inm_N_days)]\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "id": "69602993-2005-4fed-b425-69575f9fd2cf", "metadata": {}, "outputs": [], "source": [ "# dictionaries where the processed data are saved\n", "# dictionary keys represent CAPE threshold values in J/kg\n", "# 500 J/kg corresponds to WRF simulations with a temperature threshold of 25 °C\n", "# 600, 800, 1000, 1200 J/kg correspond to usual WRF and INMCM simulations\n", "\n", "# a dictionary containing arrays with the dimensions (4992, 24)\n", "# axis 0 indicates the index of the day (see `wrf_dt_indices`)\n", "wrf_hourly_total_ip = {\n", " key: np.load(f\"./data/WRF/WRF_HOURLY_TOTAL_IP_{parameters}.npy\")[:wrf_N_days]\n", " for key, parameters in zip([500, 600, 800, 1000, 1200],\n", " [\"500_T2_25\", \"600\", \"800\", \"1000\", \"1200\"])\n", "}\n", "\n", "# a dictionary containing arrays with the dimensions (41 × 365, 24)\n", "# axis 0 indicates the index of the day (see `inm_dt_indices`)\n", "inm_hourly_total_ip = {\n", " key: np.load(f\"./data/INMCM/INMCM_HOURLY_TOTAL_IP_{parameters}.npy\")[:inm_N_days]\n", " for key, parameters in zip([600, 800, 1000, 1200],\n", " [\"600\", \"800\", \"1000\", \"1200\"])\n", "}" ] }, { "cell_type": "markdown", "id": "ae294872-6a91-44d9-8f26-17ab169a9c30", "metadata": {}, "source": [ "### Figure 2.2\n", "Seasonal variation of the IP and Vostok PG" ] }, { "cell_type": "code", "execution_count": 8, "id": "b57ba36b-077d-4fd0-8d7b-f0755d3c9b45", "metadata": {}, "outputs": [], "source": [ "# calculating seasonal variation parameters for different parameterisations\n", "# 10 sets for different subplots, each set contains 12 monthly values\n", "\n", "# monthly mean values of the IP or PG\n", "data = np.zeros((10, 12))\n", "\n", "# monthly counts of days\n", "data_counter = np.zeros((10, 12), dtype=int)\n", "\n", "# monthly mean values of the IP or PG square\n", "data_sqr = np.zeros((10, 12))\n", "\n", "for j, cape_thres in enumerate([600, 800, 1000, 1200]):\n", " for m in range(12):\n", "\n", " # the index `ax_idx` (0 to 6) corresponds to the subplot:\n", " # 0: WRF, 1980–2020, CAPE=600,\n", " # 1: INMCM, 41 years (1980–2020), CAPE=600,\n", " # 2: WRF, 1980–2020, CAPE=8000,\n", " # 3: INMCM, 41 years (1980–2020), CAPE=8000,\n", " # 4: WRF, 1980–2020, CAPE=1000,\n", " # 5: INMCM, 41 years (1980–2020), CAPE=1000,\n", " # 6: WRF, 1980–2020, CAPE=1200,\n", " # 7: INMCM, 41 years (1980–2020), CAPE=1200,\n", " # 8: Vostok station, 2006–2020 (fair-weather PG values),\n", " # 9: Vostok station, 2006–2020 (adjusted fair-weather PG values)\n", "\n", " # axes indices for WRF-based subplots (0, 2, 4, 6)\n", " ax_idx = j * 2\n", "\n", " # selecting the days belonging to the specific month\n", " wrf_inds = [i for i, date in enumerate(wrf_dt_indices)\n", " if date.month == m + 1]\n", "\n", " # selecting IP values for specific CAPE value and month\n", " ip = wrf_hourly_total_ip[cape_thres][wrf_inds]\n", "\n", " # calculating seasonal variation parameters\n", " data[ax_idx, m] = ip.mean()\n", " data_counter[ax_idx, m] = len(ip)\n", " data_sqr[ax_idx, m] = np.sum(ip.mean(axis=-1) ** 2) / len(ip)\n", "\n", " # axes indices for INMCM-based subplots (1, 3, 5, 7)\n", " ax_idx = j * 2 + 1\n", "\n", " # selecting the days belonging to the specific month\n", " inmcm_inds =[i for i, date in enumerate(inm_dt_indices)\n", " if date.month == m + 1]\n", "\n", " # selecting IP values for specific CAPE value and month\n", " ip = inm_hourly_total_ip[cape_thres][inmcm_inds]\n", "\n", " # calculating seasonal variation parameters\n", " data[ax_idx, m] = ip.mean()\n", " data_counter[ax_idx, m] = len(ip)\n", " data_sqr[ax_idx, m] = np.sum(ip.mean(axis=-1) ** 2) / len(ip)\n", "\n", "# the last two sets are loaded from the processed PG data\n", "# from the Vostok station generated in script #2\n", "# the data are loaded as dictionaries with the keys `mean`, `counter`, `sqr`\n", "# index 0: 2006–2020, index 1: 2006–2012, index 2: 2013–2020\n", "vostok_results = np.load(\n", " \"./data/Vostok/vostok_2006_2020_results.npz\"\n", ")\n", "vostok_results_adjusted = np.load(\n", " \"./data/Vostok/vostok_2006_2020_results_adjusted.npz\"\n", ")\n", "\n", "data[-2] = vostok_results[\"mean\"][0]\n", "data_counter[-2] = vostok_results[\"counter\"][0]\n", "data_sqr[-2] = vostok_results[\"sqr\"][0]\n", "data[-1] = vostok_results_adjusted[\"mean\"][0]\n", "data_counter[-1] = vostok_results_adjusted[\"counter\"][0]\n", "data_sqr[-1] = vostok_results_adjusted[\"sqr\"][0]" ] }, { "cell_type": "code", "execution_count": 9, "id": "a2da339e-fd7a-4a90-a79b-b7f81e563d94", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 14), constrained_layout=False)\n", "ax = [None for _ in range(10)]\n", "for n in range(10):\n", " ax[n] = fig.add_subplot(5, 4, (2*n + 1, 2*n + 2))\n", "\n", "low = [200e3] * 8 + [100] * 2\n", "high = [280e3] * 8 + [180] * 2\n", "step = [20e3] * 8 + [20] * 2\n", "coeff = [1e3] * 8 + [1] * 2\n", "caption = [\"WRF, 1980–2020, $\\\\varepsilon_0 = 0.6$ kJ/kg\",\n", " \"INMCM, 41 years, $\\\\varepsilon_0 = 0.6$ kJ/kg\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 0.8$ kJ/kg\",\n", " \"INMCM, 41 years, $\\\\varepsilon_0 = 0.8$ kJ/kg\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"INMCM, 41 years, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 1980–2020, $\\\\varepsilon_0 = 1.2$ kJ/kg\",\n", " \"INMCM, 41 years, $\\\\varepsilon_0 = 1.2$ kJ/kg\",\n", " \"Vostok station, 2006–2020\",\n", " \"Vostok station, 2006–2020 (adjusted)\"]\n", "\n", "col = [\"royalblue\"] * 8 + [\"orangered\"] * 2\n", "\n", "for n in range(10):\n", " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", " ax[n].spines[axis].set_linewidth(0.5)\n", " ax[n].tick_params(length=6, width=0.5, axis=\"y\")\n", " ax[n].tick_params(length=0, width=0.5, axis=\"x\")\n", " ax[n].grid(color=\"0.\", linewidth=0.5, axis=\"y\")\n", "\n", " ax[n].set_xlim((-0.5, 11.5))\n", " ax[n].set_xticks(np.arange(12))\n", " ax[n].set_xticklabels(month_name, fontsize=\"large\", va=\"top\")\n", "\n", " ax[n].set_ylim((low[n], high[n]))\n", " ax[n].set_yticks(np.arange(low[n], high[n] + step[n] / 2, step[n]))\n", " ax[n].set_yticklabels((np.arange(low[n], high[n] + step[n] / 2,\n", " step[n]) / coeff[n]).astype(int),\n", " fontsize=\"large\")\n", " if n < 8:\n", " ax[n].set_ylabel(\"Monthly mean\\nionosph. potential, kV\",\n", " fontsize=\"large\")\n", " else:\n", " ax[n].set_ylabel(\"Monthly mean fair-w.\\npotential gradient, V/m\",\n", " fontsize=\"large\")\n", "\n", " ax[n].set_title(caption[n], fontsize=\"large\")\n", "\n", " ampl = (np.max(data[n]) - np.min(data[n])) / \\\n", " np.average(data[n], weights=data_counter[n])\n", " draw_arrows(ax=ax[n],\n", " miny=np.min(data[n]),\n", " maxy=np.max(data[n]),\n", " arrow_pos=12,\n", " text_pos=12.2,\n", " ampl=ampl)\n", "\n", "fig.align_ylabels([ax[2*i] for i in range(5)])\n", "fig.align_ylabels([ax[2*i+1] for i in range(5)])\n", "\n", "for n in range(10):\n", " ax[n].bar(np.arange(12), data[n],\n", " yerr=std_error(data[n],\n", " data_sqr[n],\n", " data_counter[n]),\n", " width=0.8, color=col[n])\n", "\n", "for n in range(8):\n", " ax[n].text(-0.3, 1.05, chr(ord(\"a\") + 4 * (n % 2) + n // 2),\n", " fontsize=\"x-large\",\n", " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", " transform=ax[n].transAxes)\n", "\n", "for n in range(8, 10):\n", " ax[n].text(-0.3, 1.05, chr(ord(\"a\") + n),\n", " fontsize=\"x-large\",\n", " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", " transform=ax[n].transAxes)\n", "\n", "fig.subplots_adjust(hspace=0.4, wspace=1.6)\n", "\n", "for n in range(8, 10):\n", " for m in range(12):\n", " ax[n].annotate(f\"{data_counter[n, m]}\",\n", " xy=(m-0.15, ax[n].get_ylim()[0] + 3),\n", " rotation=270, ha=\"center\", va=\"bottom\",\n", " fontsize=\"large\", color=\"0.\")\n", "\n", "fig.savefig(\"figures/ip_pg_total.eps\", bbox_inches=\"tight\")" ] }, { "cell_type": "markdown", "id": "c9b5ac42-69d7-4bd0-83d3-185cf6948130", "metadata": {}, "source": [ "### Figure 2.1\n", "Diurnal variation of the IP and Vostok PG" ] }, { "cell_type": "code", "execution_count": 10, "id": "2f194dc6-b509-4bd1-9953-e89d282f08a0", "metadata": {}, "outputs": [], "source": [ "vostok_diurnal = np.load(\n", " \"./data/Vostok/vostok_diurnal_2006_2020.npy\"\n", ")\n", "vostok_diurnal_adjusted = np.load(\n", " \"./data/Vostok/vostok_diurnal_2006_2020_adjusted.npy\"\n", ")" ] }, { "cell_type": "code", "execution_count": 11, "id": "458f41ef-ffb1-4f18-be27-d01dc0f927db", "metadata": {}, "outputs": [], "source": [ "wrf_diurnal = {\n", " cape_thres: wrf_hourly_total_ip[cape_thres].mean(axis=0) / 240e3\n", " for cape_thres in [600, 800, 1000, 1200]\n", "}\n", "inm_diurnal = {\n", " cape_thres: inm_hourly_total_ip[cape_thres].mean(axis=0) / 240e3\n", " for cape_thres in [600, 800, 1000, 1200]\n", "}\n", "vostok_diurnal /= vostok_diurnal.mean()\n", "vostok_diurnal_adjusted /= vostok_diurnal_adjusted.mean()" ] }, { "cell_type": "code", "execution_count": 12, "id": "5a09c4a4-19ee-4722-abec-401526c17345", "metadata": {}, "outputs": [], "source": [ "# making cycles\n", "vostok_diurnal = [\n", " (vostok_diurnal[0] + vostok_diurnal[-1]) / 2,\n", " *vostok_diurnal,\n", " (vostok_diurnal[0] + vostok_diurnal[-1]) / 2]\n", "vostok_diurnal_adjusted = [\n", " (vostok_diurnal_adjusted[0] + vostok_diurnal_adjusted[-1]) / 2,\n", " *vostok_diurnal_adjusted,\n", " (vostok_diurnal_adjusted[0] + vostok_diurnal_adjusted[-1]) / 2]\n", "for cape_thres in [600, 800, 1000, 1200]:\n", " wrf_diurnal[cape_thres] = [\n", " *wrf_diurnal[cape_thres],\n", " wrf_diurnal[cape_thres][0]\n", " ]\n", " inm_diurnal[cape_thres] = [\n", " *inm_diurnal[cape_thres],\n", " inm_diurnal[cape_thres][0]\n", " ]" ] }, { "cell_type": "code", "execution_count": 13, "id": "4a1f7ff3-cb34-4e86-ac0a-2e130b65e952", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 16), constrained_layout=False)\n", "ax = [None for _ in range(4)]\n", "\n", "for n in range(4):\n", " ax[n] = fig.add_subplot(4, 4, (2*n + 1, 2*n + 2))\n", "\n", "low = [0.8] * 4\n", "high = [1.2] * 4\n", "step = [0.1] * 4\n", "coeff = [1] * 4\n", "\n", "caption = [\"WRF, 1980–2020\",\n", " \"INMCM, 41 years\",\n", " \"Vostok station, 2006–2020\",\n", " \"Vostok station, 2006–2020 (adjusted)\"]\n", "\n", "for n in range(4):\n", " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", " ax[n].spines[axis].set_linewidth(0.5)\n", " ax[n].tick_params(length=6, width=0.5)\n", " ax[n].grid(color=\"0.\", linewidth=0.5)\n", "\n", " ax[n].set_xlim((0, 24))\n", " ax[n].set_xticks(np.arange(0, 25, 2))\n", " ax[n].set_xticklabels(np.arange(0, 25, 2), fontsize=\"large\")\n", " ax[n].set_xlabel(\"UTC, hours\", fontsize=\"large\")\n", "\n", " ax[n].set_ylim((low[n], high[n]))\n", " ax[n].set_yticks(np.arange(low[n], high[n] + step[n] / 2, step[n]))\n", " ax[n].set_yticklabels([f\"{x:.1f}\" for x in\n", " np.arange(low[n], high[n] + step[n] / 2,\n", " step[n]) / coeff[n]],\n", " fontsize=\"large\")\n", " if n > 1:\n", " ax[n].set_ylabel(\"Fair-weather pot. gradient\\n\"\n", " \"as a fraction of the mean\",\n", " fontsize=\"large\")\n", " else:\n", " ax[n].set_ylabel(\"Ionospheric potential\\nas a fraction of the mean\",\n", " fontsize=\"large\")\n", "\n", " ax[n].set_title(caption[n], fontsize=\"large\")\n", "\n", "fig.align_ylabels([ax[0], ax[2]])\n", "fig.align_ylabels([ax[1], ax[3]])\n", "\n", "for cape_thres, col, lab in zip(\n", " [600, 800, 1000, 1200],\n", " [\"blue\", \"darkgreen\", \"red\", \"brown\"],\n", " [\"0.6 kJ/kg\", \"0.8 kJ/kg\", \"1 kJ/kg\", \"1.2 kJ/kg\"]\n", "):\n", " ax[0].plot(np.arange(0, 25),\n", " wrf_diurnal[cape_thres],\n", " linewidth=1.5, color=col, clip_on=False,\n", " zorder=4, label=lab)\n", " ax[1].plot(np.arange(0, 25),\n", " inm_diurnal[cape_thres],\n", " linewidth=1.5, color=col, clip_on=False,\n", " zorder=4, label=lab)\n", "\n", "ax[2].plot(np.append(np.insert(np.arange(0.5, 24, 1), 0, 0), 24),\n", " vostok_diurnal,\n", " linewidth=1.5, color=\"purple\", clip_on=False,\n", " zorder=4)\n", "ax[3].plot(np.append(np.insert(np.arange(0.5, 24, 1), 0, 0), 24),\n", " vostok_diurnal_adjusted,\n", " linewidth=1.5, color=\"purple\", clip_on=False,\n", " zorder=4)\n", "\n", "for n in range(4):\n", " ax[n].text(-0.28, 1.05, chr(ord(\"a\") + n), fontsize=\"x-large\",\n", " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", " transform=ax[n].transAxes)\n", "\n", "fig.subplots_adjust(hspace=0.65, wspace=1.)\n", "\n", "leg_width_rel = (ax[1].get_position().x1 - ax[0].get_position().x0) \\\n", " / (ax[0].get_position().x1 - ax[0].get_position().x0)\n", "\n", "leg = ax[0].legend(bbox_to_anchor=(0., -0.45, leg_width_rel, 1./6), ncols=4,\n", " loc=\"lower center\", borderaxespad=0.,\n", " mode=\"expand\", fontsize=\"large\",\n", " framealpha=1, edgecolor=\"0.\",\n", " handlelength=3., handletextpad=0.5)\n", "leg.get_frame().set_linewidth(0.5)\n", "\n", "fig.savefig(\"figures/ip_pg_diurnal.eps\", bbox_inches=\"tight\")" ] }, { "cell_type": "markdown", "id": "6d2b0559-ca51-4dd7-98e8-af08fb402886", "metadata": {}, "source": [ "### Figures 2.S2 and 2.S3\n", "Seasonal variation of the IP and Vostok PG for smaller time periods" ] }, { "cell_type": "code", "execution_count": 14, "id": "5c2a949e-1c6c-409f-9a62-6012fe5900a0", "metadata": {}, "outputs": [], "source": [ "# calculating seasonal variation parameters for different ranges of years\n", "# 8 sets for different subplots, each set contains 12 monthly values\n", "\n", "# monthly mean values of the IP or PG\n", "data = np.zeros((8, 12))\n", "\n", "# monthly counts of days\n", "data_counter = np.zeros((8, 12), dtype=int)\n", "\n", "# monthly mean values of the IP or PG square\n", "data_sqr = np.zeros((8, 12))\n", "\n", "# to construct this figure, we divide the datasets into equal ranges of years\n", "# the dictionary keys below denote the subplot number in the figure\n", "wrf_ranges = {\n", " 0: range(1981, 1990 + 1),\n", " 2: range(1991, 2000 + 1),\n", " 4: range(2001, 2010 + 1),\n", " 6: range(2011, 2020 + 1)\n", "}\n", "\n", "inm_ranges = {\n", " 1: range(1, 11),\n", " 3: range(11, 21),\n", " 5: range(21, 31),\n", " 7: range(31, 41)\n", "}\n", "\n", "for m in range(12):\n", " for ax_idx in range(8):\n", " if ax_idx in wrf_ranges.keys():\n", "\n", " # selecting the days belonging to the specific month\n", " wrf_inds = [i for i, date in enumerate(wrf_dt_indices)\n", " if date.month == m + 1\n", " and date.year in wrf_ranges[ax_idx]\n", " ]\n", "\n", " # selecting IP values for CAPE = 1000 J/kg and selected month\n", " ip = wrf_hourly_total_ip[1000][wrf_inds]\n", "\n", " # calculating seasonal variation parameters\n", " data[ax_idx, m] = ip.mean()\n", " data_counter[ax_idx, m] = len(ip)\n", " data_sqr[ax_idx, m] = np.sum(ip.mean(axis=-1) ** 2) / len(ip)\n", "\n", " else:\n", "\n", " # selecting the days belonging to the specific month\n", " inmcm_inds = [i for i, date in enumerate(inm_dt_indices) \n", " if date.month == m + 1\n", " and i//365 in inm_ranges[ax_idx]\n", " ]\n", "\n", " # selecting IP values for CAPE = 1000 J/kg and selected month\n", " ip = inm_hourly_total_ip[1000][inmcm_inds]\n", "\n", " # calculating seasonal variation parameters\n", " data[ax_idx, m] = ip.mean()\n", " data_counter[ax_idx, m] = len(ip)\n", " data_sqr[ax_idx, m] = np.sum(ip.mean(axis=-1) ** 2) / len(ip)" ] }, { "cell_type": "code", "execution_count": 15, "id": "97cc13ff-e014-4626-90ec-1c65a60bdcac", "metadata": {}, "outputs": [ { "data": { "image/png": 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eHh6c2EZLZsyYgQEDBgAA/v33X7i4uKB3796oUqUKUlJScPnyZZw4cQIpKSm4ffu2WgceSLscHR0xZMgQBAcHY+bMmSoHWu/r378/Jk2ahMjISHTv3h2RkZEqz0Dm3IJRkDNCmrSjLYXdxw8dOhSLFi3Crl27MHLkSADAzp07kZmZCT8/PwBvDyDv3r0b/fv3hxBC4ftkt27dsGPHDpw/fx7t2rVT2AdmZGQgJSUFzs7OKFeuHM6fP6808Bw7dqxSn8qVK4ezZ8/i4cOHGg3gnz9/jjJlyigdSFLl6tWrCAwMhKurK/z9/dVuQ9vKly+PtLQ0vHr1SunscH6YzYpyy+X86ivN2azRwLNMmTL47LPP5EeFEhMT5dMHV6tWDV27di2102uXRjKZDG5ubjh58iSys7MRHR2NSpUqyc+Cu7m5Ye3atQAgv6xD1cAzZzCZnJyMTZs24eTJk7nO1Ne6dWu0bNlSS1uk2tixY3H//n0EBQVh69atAICWLVti+vTpWLBggUIA7dixA6NHj8a1a9fkA+c+ffogOzsbM2bMgK+vb76XGmuTutuiyTabmZmpvKc7Z1ZiVTvk/Dg5OSE4OBiBgYHYuHEjgLdf4N89Evj06VMMGzYMJ06cQPXq1bFu3Tp8+OGHKusrX768yrPlxcHLywuVK1fGoUOH1PryArz9cnX48GEsWrRIo/qePHmCtLQ0+f+T71K1jKTRv39/XLlyBV9++SWEELh3757aZ9Go+MyZMwfbtm3D4sWL1Xq/KlasiC5dumD79u149eoVsrKylM7EAZB/4UxNTS1Qv9RtR1sKu4+vV68eWrVqhdDQUPnAMzQ0FG3btpXvh54+fYqkpCQEBwcjODhYZT1PnjwB8Hagu2jRImzevBkPHjxQuOpJ1WWbqs5OLl26FP7+/qhRowZatGiBHj16YOjQoXB0dMxzW9T1+PFjeHp6wtraWn6PrK7I+XsV5D5CZvP/5JXL+dVXmrNZ44ulp02bhg0bNqB+/fowMjJCxYoVMXjwYJw9e7bILvsg3dG+fXskJyfjn3/+kd/fmcPNzQ13797FgwcPcOrUKdjZ2ancqbdu3RpdunRB3759ERERgYYNG2LQoEEKE9gUtwULFiA+Ph5RUVG4ePEiYmNj5RMnvXsGdt26dWjWrJnS2Vpvb2+8evUKFy5c0KjdEydO5Pr80pUrV2p1W9QtV7VqVfmZ0HflLCvIfuHbb7/F5MmTMX36dERERODw4cNKZ7oDAwNRpUoVPH36FEFBQejfvz8SEhJU1vfmzRs8fvxYrR9tP1exb9++uHnzJkJDQ9V+zalTp5CSkoIePXpIUh9p39y5c/HHH39gxIgRqF27NszMzFCmTBlUrFgR7du3x8yZMxETE6P1S8dIfY6OjvDz80NwcLDKfZoqgwYNwsGDB+WPAytXrpxSGSsrK9jZ2Wn8SA1N29EWKfbxQ4cOlT8C5ubNmzhz5oz8bCcAebb4+fnh8OHDKn9yJiacMGECFixYgP79++Onn37Cb7/9hsOHD8PW1lZhQsMcqgbG/fv3x61bt7BmzRrY2dkhKCgILi4u+T4K0NbWFpmZmXkeREhOToaHhweSkpLw66+/Kvx9tJHpmkpMTIS5uXmBDgozm/8nr1wuSH2lhUZnPHOMHj1aYXazHFu2bNHKQ1tJd717n2d0dLT85n/g7expJiYmOHHiBM6ePZvr/5zvMjQ0xKJFi9CpUyesXbsWM2fO1FbXNfbujHgAcOTIEVSvXl3h+bXx8fEqL5vLyMgAAGRmZmrUZsuWLXMdrFarVk2jut6lzraoW65p06Y4fvw4UlJSFC4lybkftGnTphr1LS4uDpMnT8b69evlR8ff9+LFC+zduxe3bt2Cubk5vL290ahRI4SHh2P48OFK5U+fPq0z95EEBQWhTJkyCAgIQNmyZdWamXL//v1o0KCByn7lVV+lSpVgamqKGzduKL1O1TKSVsuWLfHDDz8UdzdIA3PmzEFISAiWLFmiVvnevXtjzJgxOHPmDHbu3JlruZ49eyI4OBgxMTEFuq9X3Xa0QYp9/MCBA/Hpp58iLCwMaWlpMDIykl+ODrw9q1u2bFlkZWXlewZs165d8Pf3V7g/Mz09XX4bmLqqVq2KgIAABAQE4MmTJ2jevDkWLFiQ52RgOdl3+/Zt+cSJ70pPT4eXlxeuXbuGI0eOKE0epq1M18Tt27cLdB8hs1lRXrmcX32lOZsLNPAkypEzDXTODfTvnvE0MTFB8+bN8e233+Lly5cqL7NVpWPHjmjdujVWrlyJSZMmye8j0SU7d+5EbGwsli1bpjDLWp06dfDbb7/h2rVrCkcBw8LCYGBgoDKo8mJpaanxwE1TuW2LuuX69euHZcuWITg4GFOnTgXwdvbczZs3o02bNhrPaPv3338jIyMDTk5OuZa5fv06LC0tFc4sN2rUCJcvX1ZZXpfuI5HJZAgODkZqair8/f1haWkJb2/vPF9z4MABlZNt5VefoaEhunTpgr179yrcy3Tjxo18j+wTlUZOTk7w8/PDhg0bYG9vjzJl8v6aZGlpifXr1+POnTvw8vLKtdz06dMRGhqKjz/+GMeOHVN65NbNmzcRGRmp8pEqmrSjDVLs4ytUqAAPDw+EhIQgPT0d3bt3V5gt1NDQEH379sX27dtx6dIlNGzYUOH1T58+lc/2aWhoqDSp4Jo1a9Q+I5aVlYUXL17IJzoC3g4E7Ozs8n0UYM5Bg3PnzinleVZWFgYMGICYmBiEh4erPMBQFJmen/Pnz2Pw4MEav47ZrCivXM6vvtKczRx4UqEYGxujVatWiIqKgomJCVq0aKGw3s3NTX5UUt2BJ/D2km4fHx9s2bJF5cQAeZHJZHB3d8eJEyfyLbt27VokJSXJZ+Xbt28f4uLiALy9nMfa2honT57E/Pnz8dFHH8HW1hZnzpzB5s2b0b17d6UvCdOmTcPBgwfxwQcfYPz48bC1tUVkZCQOHjyIjz/+WOGSG3XaVpe6dam7LZpsc5s2beDj44NZs2bhyZMncHZ2xtatW3Hnzh2VZ3vye3/q1asHIyMjDBkyBKNHj0a1atXw9OlTnDx5EgsXLkSTJk3w4sULpRv/rays8Pz5c5V1SnUfiVTvmYGBAUJCQvB///d/6N+/Pw4cOJDrrHi3b9/GlStXsH79+gLVN2/ePPz2229o164dxo0bh6ysLKxduxYNGzbEX3/9pcHWE5UOs2fPxrZt2/Dff/+p9RgMdSaOcXJywvbt2zFgwADUr18fQ4cORcOGDfHmzRucPn0aP//8M4YNG1bodgDpM1DTfXxuhg4dKr839auvvlJav3jxYhw/fhxt2rTBqFGj0KBBAyQkJOD8+fM4cuSI/HLNnj17Ytu2bbC2tkaDBg0QExODI0eOqD1/QmpqKqpXr45+/fqhSZMmsLS0xJEjRxAbG6twFlUVR0dHNGzYEEeOHFGapX/KlCmIiIiAl5cXEhISEBISorD+3UuL1aFu3miSS3/++ScSEhKUZlhW5zPDbP4fdXI5v/pKbTYLokKaNWuWACDc3NyU1u3Zs0cAEGXLlhWZmZkK6zZv3iwAiNjYWKXXZWVlCScnJ+Hk5CQyMzPzLPuu1NRUAUAMHDhQrb7b29sLACp/bt++LYQQ4saNG+Kjjz4SFSpUECYmJqJevXpi0aJF4vXr1yrrPHv2rPDw8BBVqlQRRkZGok6dOmLBggUiIyND47bVpW5d6m6LptuclpYmpk6dKqpUqSJMTExEq1atxK+//qpUTt33JyIiQrRt21aYm5sLExMT4eTkJAYPHizS0tKEEEKcP39elC9fXuE148ePF1OmTFHnz1VghXnP5s6dKwCIp0+fype9evVKuLu7C0tLS3HmzBkhhBCbNm0SAMT58+eFEEKsXbtWWFtbK31+1K1PCCGOHj0qmjVrJoyNjYWTk5PYuHGjmDJlijA1NS3sn4RIb7yfI3nlir+/vwAgXFxc8qwjN/b29sLT01Np+bVr18SoUaOEg4ODMDY2FmXLlhXt2rUTa9asEenp6YVuRxsZKIT6+/i8vH79WpQvX15YW1vL9+Xvi4+PF4GBgaJGjRrCyMhIVKlSRXz44YciODhYXiYxMVEMHz5cVKhQQVhaWopu3bqJq1evCnt7e+Hv7y8vp2ofmdOPadOmiSZNmoiyZcsKCwsL0aRJE7Fu3Tq1tmPFihXC0tJSvHr1SmG5u7t7rn/LgnzdVve90SSXZsyYIWrWrCmys7PlyzT5zDCb32ZzbrmsSX1ClM5s1smBZ4sWLcTKlSvFo0ePirsrpGf2798vZDKZuHjxYnF3hVSQ6v1JTU0VRkZGIi4uTr6sY8eOYtOmTYXtYrFbtWqVACBu3LghhBDCw8ND+Pj4SN5Or169hLOzs+T1UtFgTpIqupyBGRkZomLFimLEiBHF3ZVCSUpKEjY2NmLjxo3F3RWNpKeniypVqoiVK1cqLJfyM1NasllbuSxEyc9mjWe1LQrx8fGYPHkyatSogW7duuHHH3/UqRlOSXcdP34cAwcORKNGjYq7K6SCVO+PpaUlevXqhblz5yItLQ2RkZG4ePFigR/QrktiY2NhYWEBe3t7AG/veZ48eXKh6nz/OXvXr1/HgQMH0LFjx0LVS8WHOUmq6HIG7t27F0+fPsXQoUOLuyuFYm1tjenTpyMoKEjlLLq6avPmzTAyMlK6fUnKz0xpyWYpchkopdlc3CPf3Jw4cUKMHj1a2NraCplMJszNzcWAAQNERESEylPbmvrjjz9EYGCgaNCggTA3Nxc1atQQPj4+4r///lMqu3PnTtGmTRthbW0tbGxsRIcOHURkZKRSuaysLLFkyRLh4OAgTExMRKNGjcT27dsL3VciUvbkyRPh4eEhzMzMRO3atcXhw4eLu0uFsmvXLjF+/Hghk8nEqFGjJK27SpUqYubMmSI4OFjMnj1b2NjYCAsLC3Ht2jVJ26Gipc2cZEaSVM6cOSOCg4NFjRo1RLNmzYq7O6RlzGb1lcZs1tmBZ46MjAwREREhBg4cKCwsLISBgYGwtbUVY8eOFSdPnixwvX379hVVqlQREyZMEN9//7346quvROXKlYWFhYX4559/5OVWr14tAAhPT0+xfv168c0334gmTZoIAGL37t0Kdc6cOVMAEKNGjRLBwcHC09NTABBhYWEF7icRlQ4ODg7C1tZWfPzxx+LFixeS1j1s2DBhb28vTExMhJWVlejWrZv4888/JW2Dio82cpIZSVLx9/cXhoaGokWLFgqfHSJ9wGyWls4PPN/18uVLERISInr06CGMjY2FgYGBsLe3F7NmzdK4rujoaKWJUq5duyZMTEzE4MGD5ctq164tWrVqpXAjdnJysrC0tBTe3t7yZXFxccLIyEgEBgbKl2VnZ4sPPvhAVK9eXWliHSIiIqlJlZPMSCIikppO3uOZG3NzcwwePBj79+/H/fv34e3tjXv37qn9oOd3ubm5wdjYWGFZ7dq14eLigitXrsiXpaSkoFKlSpDJZPJlVlZWsLS0hJmZmXxZeHg4MjIyEBAQIF8mk8kwbtw4xMXFISYmRuM+EhERaUKqnGRGEhGR1PRq4AkAZ86cwcSJE9GkSROEh4fD1NRU/lyowhJCID4+XuGhxh07dsSvv/6KNWvW4M6dO7h69SoCAwORnJys8DzDCxcuwMLCAvXr11eos3Xr1vL1RERE2qatnGRGEhFRYZQp7g6o48qVKwgNDcWOHTtw+/ZtyGQydOrUCYsWLULfvn1RtmxZSdoJDQ3FgwcPMH/+fPmy1atX49mzZ5g4cSImTpwIAKhQoQKOHj0KV1dXeblHjx6hcuXKCkd9AaBq1aoAIH+oLRERkdSKIieZkUREVBg6O/C8f/8+wsLCsH37dvzzzz8QQqBZs2YICgqCr6+vPKykknOU1tXVFf7+/vLl5ubmqFu3LqpXr46ePXsiNTUV33zzDfr06YOoqCg4OzsDeDslsomJiVK9pqam8vW5CQsLQ1hYWK7rjx07BktLy4JuGhGRXrG1tcXly5eLuxs6ryhzsjgzEmBOEhG9S19zUicHnh06dMDp06eRnZ0NBwcHzJo1C4MHD1a6REcqjx8/hqenJ6ytrbFr1y4YGhrK1/n4+KBMmTLYt2+ffFmvXr1Qu3ZtzJ49Gzt37gQAmJmZ4fXr10p1p6eny9fnxtfXF76+vrmu9/b2RkREhMbbRUSkj7y9vYu7CzqvKHOyuDMSYE4SEb1LX3NSJweeV65cwejRozF48GC0a9dOq20lJyfDw8MDSUlJiIqKgp2dnXzdrVu38OuvvyI4OFjhNTY2Nmjfvj2io6Ply6pWrYrjx49DCKFwKdGjR48AQKFeIiKiwiiqnGRGEhGRVHRycqFHjx5h3bp1aNeuHZ4+fZpv+djY2AK1k56eDi8vL1y7dg2RkZFo0KCBwvr4+HgAQFZWltJrMzIykJmZKf+9adOmePXqlcJsfwBw9uxZ+XoiIiIpFEVOMiOJiEhKOjnwLFPmfydiP/zwQyQmJuZa9vjx4+jSpYvGbWRlZWHAgAGIiYnBzz//rDAJQg5nZ2cYGBhg586dEELIl8fFxSEqKgrNmjWTL+vVqxeMjIywbt06+TIhBL777jtUq1YNbm5uGveRiIhIFW3nJDOSiIikppOX2r7r1atX6Nq1K44ePQpra2uFdZGRkfDx8VEZiPmZMmUKIiIi4OXlhYSEBISEhCis9/PzQ8WKFTFixAhs3LgRH374Ifr06YPU1FSsW7cOaWlpmDVrlrx89erVMWnSJAQFBSEjIwOtWrXC3r17ERUVhdDQUIV7YoiIiKSijZxkRhIRkeSEjrtz546oWbOmaNu2rUhNTZUvDwsLE0ZGRsLT01OkpaVpXK+7u7sAkOtPjoyMDLFmzRrRtGlTYWlpKSwtLUWnTp3EsWPHlOrMysoSCxcuFPb29sLY2Fi4uLiIkJCQgm34O7y8vApdBxGRvuA+TzPayEl9ykgh+JkhotJFX/d5MiHeuT5GR928eRPu7u5wdHTEr7/+ipCQEAQEBKBfv34ICQlRuOSoJOJsfURUmnCfpznmJD8zRFR66Os+Ty+SyMnJCUeOHEHHjh3RtGlT3Lx5EyNGjEBwcLDSw6iJiIhKG+YkERHpOp0beCYkJKhcXqlSJezcuRNeXl7w9/fH4sWLFSZTsLGxKaouEhERFRvmJBER6SOdG3hWqFAhz6OzQghs3boVW7duVViuajp3IiKikoY5SURE+kjnBp5ffPEFLwsiIiLKBXOSiIj0kc4NPOfNm1fcXSAiItJZzEkiItJHBsXdASIiIiIiIirZOPAkIiIiIiIireLAk4iIiIiIiLSKA08iIiIiIiLSKg48iYiIiIiISKs48CQiIiIiIiKt0vuB571795CSklLc3SAiItJJzEkiItIFej/wdHBwgJ2dHWbOnImEhITi7g4REZFOYU4SEZEu0PuB59ChQ+Hh4YEtW7bA0dGxuLtDRESkU5iTRESkC8oUdwcKa8uWLfJ///vvv8XXESIiIh3EnCQiIl2g92c839WgQYPi7gIREZHOYk4SEVFxkfyMZ1ZWFg4dOoRbt24hMTERQgiF9TKZDJ9//rnUzRIREekF5iQREZVGkg48z507h759+yIuLk4pSHPkF6i1atWCTCbTqF2ZTIabN29q9BoiIqKixpwkIqLSStKBZ0BAANLS0rB371588MEHKFeunMZ1uLu7axyoRERE+oA5SUREpZWkA8+LFy9iwYIF8PLyKnAd706CQEREVJIwJ4mIqLSSdHKh6tWr53rpEBERUWnHnCQiotJK0jOeM2bMwLJlyzB69GhYWVlJWTUyMjJw9epVJCcnIzs7W2l9hw4dJG2PiIhIasxJIiIqrSQdeKampsLS0hLOzs4YOHAgatSoAUNDQ4UyMpkMkydPVrvO7OxszJo1C+vWrcOrV69yLZeVlVXgfhMRERUF5iQREZVWkg48p06dKv/32rVrVZbRNFAXLlyIoKAgjBkzBu3bt8eQIUOwZMkSlCtXDuvWrYNMJsPSpUsL3XciIiJtY04SEVFpJenA8/bt21JWB+DtJAr9+/fH+vXr8fz5cwBAixYt0LlzZ/j7+8PV1RXHjh1Dly5dJG+biIhISsxJIiIqrSQdeNrb20tZHQAgLi4O06dPBwCYmJgAANLT0wEAxsbG8PPzw4oVK7Bw4ULJ2yYiIpISc5KIiEorSWe11QZbW1u8ePECAGBpaQkrKyvcunVLoUxiYmJxdI2IiKjYMSeJiEgfSD7wvHjxIkaNGoUWLVrA2dkZjo6OCj9OTk4a1desWTPExsbKf+/UqRNWrlyJ6OhoREVFYfXq1WjSpInG/YyNjcX48ePh4uICCwsL1KxZE/3798e1a9eUymZnZ2P9+vVo2rQpzMzMYGtri86dO+Pvv/9WKrd06VLUqlULpqamaNy4McLCwjTuGxERlVz6kJPMSCIikpqkA88TJ06gdevWiIyMhJ2dHW7dugVHR0fY2dnh7t27sLS01Hg699GjR+P169d4/fo1AGDBggVISkpChw4d4O7ujpSUFCxfvlzjvi5ZsgS7d+/Ghx9+iFWrVmH06NE4efIkmjdvjkuXLimUHTFiBCZOnIgWLVpgzZo1+OKLL1CzZk08efJEodzs2bMxY8YMdO3aFWvWrEHNmjUxaNAg7NixQ+P+ERFRyaMvOcmMJCIiyQkJffDBB6J+/foiOTlZPH36VMhkMnH06FEhhBBnzpwR5cuXFwcOHCh0O0lJSWLv3r1i37594vnz5wWqIzo6Wrx+/Vph2bVr14SJiYkYPHiwfNnOnTsFALFnz54864uLixNGRkYiMDBQviw7O1t88MEHonr16iIzM7NA/RRCCC8vrwK/lohI35TkfZ6+5KQ+ZaQQJfszQ0T0Pn3d50l6xvP8+fMYOXIkrKys5M8ly3luWJs2bTBmzBh8/vnnhW7H2toavXr1Qs+ePWFjY1OgOtzc3GBsbKywrHbt2nBxccGVK1fky1asWIHWrVujd+/eyM7OxsuXL1XWFx4ejoyMDAQEBMiXyWQyjBs3DnFxcYiJiSlQP4mIqOTQl5xkRhIRkdQkHXiWKVMGZcuWBQCUK1cORkZGCpfaODo64t9//82zjnv37uHevXtKv+f3IwUhBOLj41GhQgUAQEpKCv744w+0atUKn332GaytrWFpaQlHR0f89NNPCq+9cOECLCwsUL9+fYXlrVu3lq8nIqLSTZ9zkhlJRESFIenjVJydnXH9+nUAb49k1qtXD7/88gsGDx4MANi/fz+qVKmSZx0ODg6QyWRIS0uDsbGx/Pf85BwxLozQ0FA8ePAA8+fPBwDcvHkTQgjs2LEDZcqUwdKlS2FtbY1Vq1Zh4MCBsLKyQvfu3QEAjx49QuXKlZX6WrVqVQDAw4cPC90/IiLSb/qck8xIIiIqDEkHnj169MCmTZuwaNEilClTBp9++imGDx+O2rVrA3gbUosWLcqzjk2bNkEmk8HIyEjhd227evUqAgMD4erqCn9/fwCQT0///PlznDlzBm3atAEAeHt7o1atWvj666/loZqWliZ/ftq7TE1N5etzExYWlufMfjExMfD29i7YhhERkc7Q15wszowEmJNERCWBTAghpKosIyMDKSkpsLGxkYdgSEgIdu/eDUNDQ/Ts2RPDhg2TqjnJPH78GO3atUNGRgbOnDkDOzs7AMC5c+fQqlUr1KpVS+mZaCNGjEBISAhevXqFMmXKoGfPnrhy5Qpu3rypUO7Vq1ewsLDAzJkz8/0ykRtvb29EREQUbOOIiPRMSd7n6WNO6npGAiX7M0NE9D593edJeo+nkZERbG1tFY68+vn54ZdffsGuXbsKFKYjRozA2bNnc13/xx9/YMSIEQXpLgAgOTkZHh4eSEpKwq+//ioPVADyf1euXFnpdZUqVUJGRoZ8IoWqVavi8ePHeH8c/+jRI4W6iADg5cuXkMlkkMlkuU7GQUQlj77lJDOSiIikIunAM8fr168RExOD8PBwPHv2rFB1bdmyRekI6btu376NrVu3Fqju9PR0eHl54dq1a4iMjESDBg0U1tvZ2aFKlSp48OCB0msfPnwIU1NT+SQRTZs2xatXrxRm+wMg/zLQtGnTAvWRiIhKHn3ISWYkkbR40JlKO8kHnqtXr0bVqlXRvn179OnTBxcvXgQAPHv2DBUqVMCmTZskbe/hw4cwMzPT+HVZWVkYMGAAYmJi8PPPP8PV1VVluQEDBuD+/fs4fPiwfNmzZ88QHh6Ozp07w8Dg7Z+wV69eMDIywrp16+TlhBD47rvvUK1aNbi5uWncRyIiKnn0ISeZkUREJDVJJxfavHkzJk2ahIEDB+Kjjz5SuLSnQoUK6Ny5M3bs2JHvJT/h4eEIDw+X/x4cHIwjR44olUtKSsKRI0fQqlUrjfs6ZcoUREREwMvLCwkJCQgJCVFY7+fnBwCYNWsWfvrpJ/Tt2xeffvoprK2t8d133yEjIwMLFy6Ul69evTomTZqEoKAgZGRkoFWrVti7dy+ioqIQGhoqf14bERGVXvqSk8xIIs10Dsj/kUVZGa/k/+4x6T4MjczzLH9sXc1C94sIeHu2fcKECZIf2NSUpAPP5cuXo1evXti+fTueP3+utL5FixZYvXp1vvX8+++/+PnnnwG8nW7+7Nmz+PPPPxXKyGQyWFhYoEOHDlixYoXGff3rr78AAPv27cO+ffuU1ueEauXKlXHq1ClMnToV33zzDTIyMuDq6oqQkBA0adJE4TWLFy9G+fLlsWHDBmzZsgW1a9dGSEgIBg0apHH/iIio5NGXnGRGEknP0MgcncbdLe5uUCkUFhaGH3/8EatXr4alpWWx9UPSgeeNGzcwceLEXNfb2NioDNr3zZo1C7NmzQIAGBgY4IcffpA8mE6cOKF2WUdHR+zZsyffcgYGBgp9J/3z8uVL+f+QL168gIWFhcZ1aOOoJ8Ajn0Qlgb7kJDOSiKjkWL9+PbKzs7F9+3aMHj262Poh6cCzXLlyeU6S8O+//+b7YOz3ZWdnF7ZbRERUgj179gyNGzfGw4cPi7sr+WJOEhFRUYqLi8PDhw8hhMD69euLdeAp6eRCPXr0QHBwMJKSkpTWXb58Gd9//32hHvD84sUL3L9/H/fu3VP6ISKi0ik4OBjx8fG4fPlycXclX8xJIiIqSmvWrMHjx48BvH0u8507d4qtL5IOPL/++mtkZWWhYcOGmDNnDmQyGbZu3Qo/Pz+0bNkSlSpVwhdffKFRnenp6Zg1axYqVaoEa2trODg4oFatWko/RERUOv3444/Izs7GsmXLirsr+WJOEpG28bEtlEMIgd27d8t/f/z4MVatWlVs/ZH0Uls7Ozv8+eef+Oyzz7Bz504IIbBt2zaULVsWvr6+WLx4MSpUqKBRnQEBAdi6dSv+7//+Dx988AHKly8vZZeJiEiP/f333/J7Io8fP47MzEyUKSNptEmKOUlEREUlJiYGCQkJCsvCw8OxfPly+eOuipLk6VypUiVs3LgRGzduxNOnT5GdnY2KFSsWeOP27NmDjz/+GBs2bJC4p1TacKpzopInKChIfs/k8+fPcfDgQXh5eRVzr/LGnCSiwsjv+wwnMKQcS5cuRWJiosKyxMREnDx5Eh07dizy/mj1sHDFihULXYdMJkPz5s0l6A2R7uCU6kSFl5GRgaioKPnvL168wPLly3V+4Pku5iQRSY3fMQgA0tLScP78eaXlSUlJCAoKKhkDz5cvX2L37t24desWEhMTIYRQWC+TyTS6trhXr144cuQIxowZI3VXiYhIj0VERCg9euTGjRtISEiAjY1NMfUqf8xJIiLStp07d+Lp06cq1128eBEvXrwo8md6SjrwPHr0KHx8fFTO1pdD00D9/PPP0b9/f4wePRpjxoxBzZo1YWhoqFROl79kEBGR9L755huliTPi4+Pxww8/YNq0acXUq7wxJ4mIqCisXbsW6enpKtc9efKkWJ7pKenAMzAwEBYWFti5cyfatGkDKyurQtdZu3ZtAMCFCxfwww8/5FouKyur0G0REZF+ePr0KW7fvq20PDMzE1u2bNHZgSdzkoiItO3Jkye4fv26wu0cKSkp8szJzs7Ghg0b9Hvgee/ePSxZsgRdu3aVrM4vvvgCMplMsvqIiEj/ff/99/Lnkr3v2bNnuHz5MlxcXIq4V/ljThIRkbZVqFABZ8+eld/K8ebNG0ybNk3hahopDnxqStKBZ+PGjZGcnCxllZg3b56k9RHlhTfkE+mHnGd3qvLkyRMsX74cmzZtKuJe5Y85SURE2mZgYIB69erJf3/z5g2srKxQv359ydvKyMjAw4cPUaFCBVhYWOTdLykbXrJkCdatW4dz585JWa2C5ORkXi5ERFSKpaSkIDs7G/Xq1ZP/WFpaKvz+4MGD4u6mSsxJIiLSB7Vq1cK3336bb7nExETUqlULS5cuzbespGc83d3dsXLlSri6uqJ+/fqoUaOG0gQHMpkM4eHhGtV77tw5zJkzBydPnsSbN2/w22+/oXPnznj27BlGjhyJyZMnF8uUwEREVPSsrKxw7do1hWW9evXSOFuKA3OSiIj0wb179/KcCC9HpUqVYG9vjz/++CPfspIOPHfv3g0/Pz9kZWUhLi4OqampSmU0vQ/l9OnT6Ny5M6pVqwY/Pz9s3LhRvq5ChQpITk7Ghg0bGKhERKTzmJNERKQvHjx4gD///DPfco6OjkU/8Jw5cybq1q2L3bt3o06dOpLU+dlnn6F+/fo4c+YMUlNTFQIVADp16oStW7dK0hYREZE2MSeJiEhffPfdd/juu+/yLSeTyZSeSa2KpAPPhw8fIigoSLIwBYDY2FgsWrQIJiYmePHihdL6atWq5TqzIRERkS5hThIRkb7o06cPvL29JatP0oFnq1atcO/ePSmrhJGRUa4zFwJvTwFbWlpK2iYREVEOTWbsyw9zkoiI9EWzZs0wdOhQyeqTdFbbNWvWYMeOHfjpp58kq7Nt27bYtWuXynUvX77E5s2b4e7uLll7RERUOmhjxr78MCeJiKi0kvSM5+DBg5GZmQlfX1+MGjUK1atXVzlb399//612nV9++SXc3d3h6ekJX19fAMDff/+NW7duYdmyZXj69Ck+//xzKTeDiIhKAW3M2Jcf5iSRbnn58qX8ioAXL14U+qoGopLi9u3bKF++vKR1SjrwtLGxga2tLWrXri1ZnW3atMGBAwcwbtw4+aneKVOmAACcnJxw4MABNG7cWLL2iIio9JB6xr78MCeJiEgfCCHUmmU9IyMDb968gbm5eb7lJR14njhxQsrq5Dp37oz//vsPf/31F65fv47s7Gw4OTmhRYsWGk87T0RElEPqGfvyw5wkKlqdA/K+pzor45X83z0m3YehkXm+dR5bV7PQ/SLSdY6OjqhWrRoOHTqE+vXr51ruzz//hJubGzZt2oRhw4blWaekA09t+PHHH9GhQwc4ODigadOmaNq0qcL6O3fu4OTJk5Le+EpERKWD1DP2FQfmJFHBGRqZo9O4u8XdDSKd9OjRI3To0AGRkZFo06aNyjJt27aFq6srfvnlF/0feA4fPhzbtm2Dg4ODyvVnz57F8OHDGahERKQxqWfsKw7MSSIi0oaFCxciJCQEXbp0wZ49e9C1a1eV5Xr27In169fnW5+ks9pqQ36XNr18+RJlyuj8+JmIiEgrmJNERKQNdnZ2OHnyJJo1awYvLy/s3LlTZblKlSohISEh3/p0MokuXryIv/76S/57VFQUMjMzlcolJSXhu+++k/RB3EREVDpoY8a+osKcJCKiomBtbY3Dhw9jwIABGDRoEG7evInPPvtMoUxMTAxq1aqVb106OfD85Zdf8OWXXwJ4O6HDhg0bsGHDBpVly5Urhx9//LEou0dEpLf46ID/qVnz7QQhf/31F1atWoUaNWpg2rRpKFu2bDH3LH/MSSLSBcyU0sHExAR79uzBuHHj8Pnnn+P48eOYPn06qlatil9++QVbtmyRZ1JedHLgOXr0aPTs2RNCCLRu3Rrz58+Hh4eHQhmZTAYLCws4OTnxEiIiIiqwe/fu4ccff0T58uXx/fffY+HChRg+fHhxdytPzEki0rb8ZgQGNJ8VmDMC6y8DAwNs2LABLVq0wIwZM9CtWzcAb7OmY8eOmDp1av51SNmh+vXrY+HChbh7t3Czg1WtWhUtWrRAy5Ytcfz4cYwePRotWrRQ+GnevDnq1q1b4DCNjY3F+PHj4eLiAgsLC9SsWRP9+/fHtWvXcn1NRkYGGjRoAJlMhmXLlimtz87OxtKlS1GrVi2YmpqicePGCAsLK1D/iIio6AghcOrUKYwbNw4TJkxAmzZtJHlu5/v0JSeZkUREpZu/vz+cnJyUlo8ePRp3795FWFgY1qxZg8OHD+Po0aMwMTHJt05JB541atTA3Llz4eTkhA4dOmDjxo1ITk4uVJ3u7u6oVKkSAODff//FwYMHcfDgQfz777+FqnfJkiXYvXs3PvzwQ6xatQqjR4/GyZMn0bx5c1y6dEnla9asWYN793I/+jN79mzMmDEDXbt2xZo1a1CzZk0MGjQIO3bsKFRfiYj0zcuXLyGTySCTyfDy5cvi7o5azMzM8MUXX+DatWuoU6cO3NzcMGLECDx58kSyNvQlJ5mRRKSOnMfRdBp3V61noJL+2LRpE9q2batynZWVFQYMGIDAwEB07txZ7TolHXj+9ttviIuLQ1BQENLS0jB69GhUqVIF/fr1Q3h4ODIyMgpUb3h4OJycnNCoUSP07NkTPXv2RKNGjeDs7IyIiIgC1fnpp5/i7t27WL16NT7++GPMmTNHPjnD4sWLlco/efIE8+fPx4wZM1TW9+DBAyxfvhyBgYEIDg7GqFGjsG/fPnzwwQeYNm0asrKyCtRPIiIqWnZ2dti2bRtOnz6Nq1evom7dulixYoXKyXs0pS85yYwkIl2ijwczSZnkN31UrlwZkydPxuTJk/Hff/8hJCQEYWFh+OWXX1CuXDkMGDAAfn5+cHNzU6u+AwcOoG/fvrC3t8fChQtRv359AMCVK1cQHByMPn36IDIyEt27d9eon6rar127NlxcXHDlyhWldTNnzkTdunXh5+eHL774Qml9zheGgIAA+TKZTIZx48Zh0KBBiImJQfv27TXqIxERaU/O5a45ZzTv37+vsL5y5crYvn07QkNDMXfuXGzcuLHQV9vk1KvrOcmMJKKioo17SQHeT6pNDx48wLx58xAbGwszMzN4enpi+vTpMDY2zvN1Wp1toG7duvjqq68QGBiITz75BD///DO+++47bNiwAY6Ojpg0aRLGjRsHA4PcT7x+9dVXaNy4MaKiohRmyvL29sb48ePRvn17fPnllxoPPFURQiA+Ph4uLi4Ky//44w9s3boVp06dgkwmU/naCxcuwMLCQh74OVq3bi1fz1AlIm3iRBCacXR0lD8DUyaToUOHDrmWlclkuHr1quR90KecZEYSUXHJuaSXil9WVpZ8MrsxY8YgKSkJy5YtQ3x8PNasWZPna7U28Hz58iV++eUXhISE4NixYwCAnj17YujQoTA2NkZwcDAmTpyIixcv5joFPPD2WWULFy5UOT2zhYUFhg0bpvQsmYIKDQ3FgwcPMH/+fPkyIQQmTJiAAQMGwNXVFXfu3FH52kePHqFy5cpKoVu1alUAwMOHD3NtNywsLM8JFmJiYuDt7a3BlpQsmZmZOHjwIADAw8OjwBNKXbyYJmW3AADe3mZF0k5ubVHJUJSfcZH9v0saLx0KgMzAMM/yBf3cvXtZqo+Pj07OqhoUFAQAuHz5MjZv3ozZs2cX6XM99S0niysjAeYkFZw+Z39u+9+Stk383qSbnjx5Ip8/4F2XL1/GpUuXcPHiRTRs2BAAYGpqiiVLlhTtwDMrKwuHDh1CSEgIIiIi8OrVK7Ro0QLLly+Hr68vKlSoIC/r7e2Nzz77DN9++22egWpqaoqEhIRc1yckJMDU1LTQfb969SoCAwPh6uoKf39/+fItW7bgn3/+wa5du/J8fVpamsrZnHL6lpaW+/9Uvr6+8PX1zXW9t7d3ge9lLQnefUbUzz//XOBnRKlzNkhTESrOBmmjndzaopKhKD/jWRmvcHLj27NODbuty/eMZ0E/d4XZpqIaQHz66acAgH379mHLli34+OOPYW9vr9U29TUnizMjAeYkFZw+Z39u+9+Stk383qS5osjJOnXqYPbs2Zg0aRKMjIzky42NjSGTyZCamipflpKSotastpIOPKtUqYKEhARUq1YNEyZMwNChQ5Uuq3lX48aNFTqtSufOnbFq1Sp0794drq6uCuvOnj2L1atX46OPPipUvx8/fgxPT09YW1tj165dMDR8ewYgJSUFs2bNwrRp01CjRo086zAzM8Pr16+Vlqenp8vXExGVBCXtfpyOHTviwoULsLOz03pb+piTJS0j+cB7ItIFur4v2r59Oz799FNs3LgRy5cvR8+ePQEA9erVQ4cOHdC3b1/4+voiISEBYWFh+Pzzz/OtU9KBp6enJ4YMGYLOnTvnep/HuwYOHIiBAwfmWWbp0qVwdXVF+/bt0bp1a9StWxcA8N9//+GPP/5ApUqVsGTJkgL3OTk5GR4eHkhKSkJUVJTCF49ly5bhzZs3GDBggPzyobi4OABAYmIi7ty5Azs7OxgbG6Nq1ao4fvw4hBAK2/7o0SMAKJIvNETv0/WdGpEuKFu2LBo3blwkbelbTjIjC4f7YCLSVz169MBHH32E1atXY8iQIWjbti2++eYb1KtXD/v378fq1atx9uxZmJubY+vWrRgwYEC+dUo68NyyZYuU1QEAatWqhYsXL2LRokU4ePAgdu7cCQCwt7fHJ598gpkzZ6q8/lgd6enp8PLywrVr13DkyBE0aNBAYf29e/eQmJioNJECACxcuBALFy7EhQsX0LRpUzRt2hQbN27ElStXFOo5e/YsAKBp06YF6iMRkZQ4QYN6Ll26hMmTJyvM2Ld8+XJYW1sXql59ykl9zcj8zsjr09l4ItJPJWWyvzJlyuDTTz+Fv78/PvvsMzRr1gzjxo3D3LlzMXPmTM3rK0xn8npQdF5q1tTsD1epUiV88803+OabbwrUnipZWVkYMGAAYmJiEB4ernR5EgBMnDgR//d//6ew7MmTJxgzZgyGDRuGXr16oVatWgCAXr16YfLkyVi3bh3Wrl0L4O2kC9999x2qVaum9rT4RFTy8Iuwfnnz5g08PT3h5OSE0NBQJCUlYebMmUhLS0NoaKhGdelrTpbkjJTq4EtJ+WJJRP9TlFcp6NOBYFtbW2zYsAEBAQGYOHEi6tSpg6+//hoff/yxWlfv5CjUwNPBwUGjxnIU9EHRT548kV/O4+DgUOAznQAwZcoUREREwMvLCwkJCQgJCVFY7+fnh+bNm6N58+YKy3Pad3FxUQjc6tWrY9KkSQgKCkJGRgZatWqFvXv3IioqCqGhofJ7YoiISDdcunRJPiPf+8vv37+Po0ePwtnZGQCQlJSk1v0r79PXnGRGSkOfvlgSlQY8EKyZp0+f4sCBA4iPj0fVqlXRs2dP/P7779i1axemTZuGDRs2YOXKlWo/DqtQA89NmzYVKFA1dfToUcyYMQMXLlxQWN6sWTMsXrwYXbp00bjOv/76C8Db2Qz37duntN7Pz0/jOhcvXozy5ctjw4YN2LJlC2rXro2QkBAMGjRI47pKE+4EiKg4tGrVCiNGjMDXX3+t8BiVcuXKQSaT4ebNm/KB5/Xr1wv0qBV9zUlmJBFR6fbbb7+hT58+sLS0hLOzMx49eoQJEyYgMjIS/fr1g5eXF5YtW4YePXrA09MTQUFBqF69ep51FmrgOWzYsMK8XC2//PILfHx8ULlyZUyfPh116tQB8HbShG3btsHDwwM//fQTevfurVG9J06cKFB/HBwc5A8cf5+BgQFmzZqFWbNmFahuIqKSQh/O9Pzxxx/45JNPULt2bcybNw8BAQEwMDCAo6Mj+vXrhz59+qB79+5ISEhAVFQUgoODNW5DX3OSGUlEpZE+ZFdRmTx5Mjw9PREWFgYDAwMAbyezmzp1Ks6cOQMTExPMnj0bI0aMwPTp01G/fv18Z2HXvSd6v2fOnDlo2LAhoqKiULZsWYV1n332Gdq3b485c+ZoPPAsqTiDXunCs8UlA4OueDRq1AjHjh3Dnj17MHXqVAQHB2PlypXo3Lkzdu7ciR07duDs2bOoV68eFi1ahLZt2xZ3l1ViThIRkdQeP36MUaNGyQedwNvHj+Xcp5+jatWq2LZtG2JiYvKtU/KBZ2JiIsLCwnDr1i0kJiYqHfmUyWT44Ycf1K7v1q1bWLx4sVKYAoCVlRVGjhzJo6dERFRgffr0Qc+ePbF8+XL83//9H7p06YLly5er9SiTgmBOEhGRruvVqxe+/vprAECDBg3w8OFDLF26NNeDmKomoXufpAPPQ4cOoV+/fnj58iWsrKxU3g+j6b0u9erVw5MnT3JdHx8fL7+siIiIqCCMjY0xa9YsDB8+HDNnzkTDhg0xadIkzJ49G+bm+V8poC7mJBER6YN169ahSpUqWLNmDR4/foxq1aph8ODBmD17doHrlHTgOWXKFFSpUgV79uxBo0aNJKlz6dKlGDhwIFq3bo1evXoprPvll1+wYcMG+TPLiIiINHHp0iXs3r0b8fHxsLOzg4+PD7Zs2YLAwEBMnDgRP/74IxYtWlSgyXRUYU4SEZG2paWlISIiQn5FTWZmJu7fv48dO3bIy1SpUgUdO3bMtQ5TU1P5M5mlIunA88aNGwgKCpIsTAFgzZo1qFixIvr06QM7Ozv5DIM3btzAw4cPUadOHaxevRqrV6+Wv0YmkyE8PFyyPhBR/nh/Membbdu2YdiwYWjWrBnq1auHq1ev4quvvkJYWBj69OmDmJgYhIaGYubMmVi/fj1WrVqFli1bFqpN5iQREWnbmzdvMGbMGCQnJyss9/X1lf/b1dUVp0+fLtJ+STrwrF27dr6zGWnq4sWLkMlk8odp5zwjrEyZMqhZsybS09Pxzz//KLymKKaup6LDiVeISBvmzZuHMWPGYN26dfJlP/74I+bPn48+ffoAAAYPHozevXtj0aJFcHd3x8uXLwvVJnOSiIi0zdraGs2bN8fx48dVrrewsMD06dOLuFcSDzy//vprBAYGYtCgQXBwcJCkzpwApbc4iylpgoN2otylpqbKB2s57O3tlQaG5ubm+Oqrr/Dxxx8Xuk3mJBERFYWpU6fi3LlzKg922trawtPTs8j7VKiB58SJE5WWVaxYEfXr10fXrl1Ro0YNGBoaKqyXyWRYtWpVYZolIiIqtGHDhmH+/Pl4/PixfMa+DRs2ICAgQGV5e3t7jdtgThIRUXHo1q0bbGxsVA48O3bsCCMjoyLvU6EGnu8/x+VdkZGRKpczUImISBcsWbIEzs7O2LlzJw4fPoxq1aph8eLF8Pf3l6wN5iRRwXDeAKLCMTQ0RNeuXbFx40aF5RUrVsTUqVOLpU+FGnhmZ2dL1Q8i0mH5XeINaH6ZNy/xpuImk8kwevRojB49WmttMCeJlGkjUwDmCtH7pkyZgoiICIVHbtna2ko6wZ0mDKSs7N69e0hLS8t1fVpaGu7dy39nQ0SkC16+fAmZTAaZTFboSWWIAOYkEREVnXr16qFChQry3w0NDSW9qkdTkg48a9WqhV9++SXX9REREahVq5aUTRIREekN5iSRenImx+s07q5aZzuJSLWPP/5YPpdA5cqVMWrUqGLri6QDz5yHlOYmIyMDBgaSNknv4Y6aiEh3MSdJG3h1BhHlZvjw4ahcuTIAwNHREba2tsXWl0I/TiUlJQVJSUny358/f67yMqGkpCTs2LEDVatWLWyTRERUiqWkpKBnz54Kl6xev34drVq1kv/u4uKCLVu2FEPvlDEnqbD4KDUiKqhy5cqhdu3aiI+Px5QpU4q1L4UeeH7zzTeYP38+gLcTNUyaNAmTJk1SWVYIga+//rqwTco9fvwYn332GWQyGX744QfJ6iWiko8TJumvsmXL4sGDB7h165bC8nPnzsn/XaNGjaLuVq6Yk0REVJw+/fRTREdHF8uzO99V6IHnRx99BEtLSwghMH36dPj6+qJ58+YKZWQyGSwsLNCiRQu0bNmysE3KJScnY8uWLQxUIh2Qc5k3kbbJZDL06dMHy5YtU7nexsYG06dPL+Je5Y45SdpWlPtfPuaESP/06NEDK1asKJZnd76r0ANPV1dXuLq6Ani7M+rbty8aNmxY6I6pw8nJCbdv3y6StoiISHdMmDABISEhePz4sdI6GxsbtGnTphh6pRpzkvQFrwQhKpnKlCmDCRMmFHc3Cj/wfNfcuXOlrC5fZcqUgb29fZG2SURExa9mzZqws7NTGnjKZDL4+PhAJpMVU8/yxpwkIqLSStKBJwAkJiYiLCwMt27dQmJiotIMfrzch4iIpBAYGIiAgAC8fv1avqxKlSoIDAwsxl7ljzlJ+oy3VRBRQUk68Dx06BD69euHly9fwsrKCuXLl1cqU5Cj0FeuXMHmzZvzDOmjR48WuN9UMLzPg4pDUX7u+AVLtw0cOBBz585FXFycfFm1atVQrVq1YuxV3piTRERUWkk68JwyZQqqVKmCPXv2oFGjRpLUuW3bNgwfPhxGRkaoW7euypDO77loRERU8pibm6Np06bygaepqSkmTpxYzL3KG3OSiIhKK0kHnjdu3EBQUJBkYQoA8+bNQ7NmzXDw4EFUqFBBsnqJiEj/zZgxA9HR0UhMTETFihXh4+NT3F3KE3OSiIhKKwMpK6tduzZSU1OlrBIPHz7EiBEjGKZERKSkXbt28jN8LVu2hKmpaTH3KG/MSSIiKq0kHXh+/fXXWLduHe7cuSNZnY0bN8bDhw8lq4+IiEqOnGd6GhgY6NSzO3PDnCQiotJK0kttjx49iooVK6J+/fro2rUratSoAUNDQ4UyMpkMq1atUrvOFStWwMfHBx4eHnBzc5Oyu0REVAJMmDAB69ev16lnd+aGOUlERKWVpAPPtWvXyv8dGRmpskx+gert7a20zNraGh988AEaNGiAmjVrqgzp8PDwAvaaiHRJfg8w1/Th5QAfYF7S1axZE48ePdLZZ3e+izlJRESllaQDz+zs7ELXcfHiRZVfHmrWrIkXL17g33//VVqnD1829E1+X/4BzQcA/PJPRNpStmzZ4u6CWpiTRERUWkk68JSClPe95CY2NhZbt27F8ePHcefOHdja2qJt27b4+uuvUadOHQBvvxz8+OOP2LNnDy5cuICEhATUqlULAwcOxNSpU1VOYPHDDz9g2bJluH37NmrUqIGJEydiwoQJWt8eIiIqPZiTRESkj7Qy8Lx9+zYOHjyIu3ffPnjd3t4eHh4eqFWrljaa09iSJUsQHR0NHx8fNG7cGI8fP8batWvRvHlznDlzBg0bNsSrV68wfPhwtG3bFmPHjkWlSpUQExODuXPn4ujRozh27JjCEeQNGzZg7Nix6Nu3Lz799FNERUVh4sSJePXqFWbMmFGMW0tERLqGOcmcJCIqbSQfeE6ZMgWrVq1SupzIwMAAkyZNwrJlywpUb2RkJA4cOCA/0uvg4IAePXqgZ8+eGtf16aefYvv27TA2NpYvGzBgABo1aoTFixcjJCQExsbGiI6OVpioYdSoUXBwcJCHapcuXQAAaWlpmD17Njw9PbFr1y552ezsbHz11VcYPXq0ygd6ExFR6cOcZE4SEZVGkj5OZfny5fjmm2/Qp08fxMTEICkpCUlJSYiJiUG/fv3wzTff4JtvvtGozqSkJHTq1Am9evXCxo0bcfnyZVy+fBkbN25Er1690LFjRyQlJWlUp5ubm0KYAm+frebi4oIrV64AAIyNjVXODti7d28AkJcDgOPHj+P58+cICAhQKBsYGIiXL19i//79GvWPiHJnaGSOTuPuotO4u2pNLESkS5iTzEkiotJK0oHn999/D29vb/z0009o06YNrKysYGVlhTZt2mDHjh3w8vLChg0bNKrzk08+QVRUFJYsWYLExETcvXsXd+/eRWJiIhYvXoxTp07hk08+KXTfhRCIj4/P9wHcjx8/BgCFchcuXADw9uHl72rRogUMDAzk64mIqHRjTjIniYhKK0kvtb1z506e4datWzf8+uuvGtW5d+9eBAQEYOrUqQrLLSwsMG3aNNy7dw8//vhjgfr7rtDQUDx48ADz58/Ps9zSpUthZWUFDw8P+bJHjx7B0NAQlSpVUihrbGwMW1vbfB/sHRYWhrCwsFzXx8TEyKfPv3gxLb9N0Zi3t5nSMnXaEdlZ8n9fOhQAmYFhHqVVt6NuW5oq6DbpajtF2VZxtlOUbXGbdKud3NoqaZiTpSsnpWinKNvS53aKsi1+HnS/naJsq7g/D/pE0oFnpUqV8Pfff+e6/u+//0bFihU1qtPIyAh169bNdX29evVgZGSkUZ3vu3r1KgIDA+Hq6gp/f/9cyy1cuBBHjhzBunXrUK5cOfnytLQ0pUuScpiamiItLe8Pn6+vL3x9fXNd7+3tjYiICADqPeZEUxEqHnNSVO0UZVv63E5RtsXPg7TtFGVb+tzOu22pek5lScGcVMaczLudomxLn9spyrb4edD9doqyreJoR19zUtJLbX18fLBx40YsXrwYL1++lC9/+fIllixZgo0bN2LAgAEa1dm3b1/8/PPPyMrKUlqXmZmJn376CT4+PgXu8+PHj+Hp6Qlra2vs2rVL6aHbOXbu3Ik5c+Zg5MiRGDdunMI6MzMzvHnzRuXr0tPTYWam/0coiIio8JiTypiTRESlg6RnPL/66iv89ddf+Oyzz/DFF1/Azs4OAPDw4UNkZmaiU6dO+V6i8z4/Pz+MHz8ebm5uGD16NJydnQEA169fR3BwMN68eYPBgwfj/PnzCq9r3rx5vnUnJyfDw8MDSUlJiIqKkvf3fYcPH8bQoUPh6emJ7777Tml91apVkZWVhSdPnihcRvTmzRs8f/4813qJiKh0YU4yJ4mISitJB57m5uY4evQowsPDFZ5P1r17d/To0QNeXl4Kz/RSh7u7u/zfsbGx8tcLIVSWEUJAJpOpPPL7rvT0dHh5eeHatWs4cuQIGjRooLLc2bNn0bt3b7Rs2RI//fQTypRR/pM1bdoUAHDu3Dn06NFDvvzcuXPIzs6WryciotKNOcmcJCIqrSR/jicA9OrVC7169ZKkrs2bN0tSz7uysrIwYMAAxMTEIDw8HK6urirLXblyBZ6ennBwcEBkZGSulwJ17twZNjY2WL9+vUKgrl+/Hubm5vD09JR8G4iISH8xJ99iThIRlR5aGXhKKa9JDApqypQpiIiIgJeXFxISEhASEqKw3s/PD6mpqejWrRsSExMxbdo0pWeMOTk5yYPYzMwMX331FQIDA+Hj44Nu3bohKioKISEhWLBgAWxsbCTfBiIiIoA5SURE+qHQA09NZ1WSyWQIDw8vbLO4desWXr9+jfr162v82r/++gsAsG/fPuzbt09pvZ+fH54/f4779+8DAGbOnKlUxt/fX+EIcEBAAIyMjLB8+XJERESgRo0a+OabbyR5dhoREekv5uRbzEkiotKt0APPyMhImJqaokqVKgr3k+RG03tXVq9ejdOnT2PHjh3yZcOHD5c/k6xZs2Y4cOCA0rPB8nLixIl8yzg4OKi1Pe8aNWoURo0apdFriIioZGNO/g9zkoio9Cr0wLNatWp48OABKlSogEGDBmHgwIGoUqWKFH0DAGzcuBGdOnWS/37o0CFs3boVY8aMQaNGjTBnzhx8+eWX+PbbbyVrk4iISCrMSSIiIgme43n//n0cP34czZo1w1dffYUaNWqgS5cu2Lx5M1JTUwvdwbt37ypcJvTTTz+hVq1aWL9+PQICAjB+/HgcOHCg0O0QERFpA3OSiIhIgoEn8Haa9g0bNuDx48fYtWsXbG1tMX78eFSqVAl9+vTBrl278Pr16wLV/f5lPL/99hs8PDzkvzs4OODx48eF6j8REZE2MSeJiKi0k2TgmcPIyAi9evXCzp07ER8fLw/ZAQMGYOnSpQWqs06dOvjll18AvL186OHDhwqBGhcXh3LlyknRfSIiIq1iThIRUWmllcepvH79GocOHUJ4eDguXLgAU1NTODg4FKiuqVOnYtCgQShfvjxevnyJ+vXro1u3bvL1x44d44OniYhIrzAniYiotJFs4JmdnY3Dhw8jLCwMe/fuxatXr9ClSxd8//336N27NywsLApU78CBA2Fra4sDBw6gXLlyCAgIQJkyb7udkJAAGxsbDBkyRKrNICIi0grmJBERlWaFHniePn0a27dvx88//4znz5+jbdu2WLhwIfr3748KFSpI0Ud07doVXbt2VVpuY2ODPXv2SNIGERGRNjAniYiIJBh4tm/fHmZmZujRowd8fX3llwrdu3cP9+7dU/ma5s2ba9zOy5cv8fvvv+Pu3bsAAHt7e7i7uxf4CDEREVFRYE4SERFJdKltWloadu/ene9RVSEEZDIZsrKyNKp/zZo1mDNnDl68eKEwe1/ZsmWxYMECjB8/vkD9JiIiKgrMSSIiKu0KPfDcvHmzFP3I1Y8//ohPPvkErq6umDhxovxZZVeuXMGaNWvwySefwNramvevEBGRTmJOEhERSTDw9Pf3l6IfuVqxYgU6dOiAo0ePwtDQUL68cePG6NevHz788EMsX76cgUpERDqJOUlERCTxczy14b///oOPj49CmOYwNDSEj48P/vvvv2LoGRERUfFjThIRkT7Q+YGntbU17ty5k+v6O3fuwMrKqug6REREpEOYk0REpA90fuDp6emJNWvWYMeOHUrrdu7cibVr18LLy6sYekZERFT8mJNERKQPJJnVVpsWL16MmJgYDB48GFOmTEHt2rUBANevX8fjx49Rr149LF68uJh7SUREVDyYk0REpA90/oxnxYoVcf78eaxYsQKNGjVCfHw84uPj0ahRI3zzzTf4888/JXsANxERkb5hThIRkT7Q+TOeAGBqaopPPvkEn3zySXF3hYiISOcwJ4mISNfp/BlPIiIiIiIi0m96ccbz0KFD+OGHH3Dr1i0kJiZCCKGwXiaT4ebNm8XUOyIiouLFnCQiIl2n8wPPoKAgzJw5E5UrV0br1q3RqFGj4u4SERGRzmBOEhGRPtD5geeqVavQuXNnHDhwAEZGRsXdHSIiIp3CnCQiIn2g8/d4JiYmol+/fgxTIiIiFZiTRESkD3R+4Nm6dWv8999/xd0NIiIincScJCIifaDzA89169Zhz5492L59e3F3hYiISOcwJ4mISB/o/D2eAwYMQGZmJoYMGYJx48ahevXqMDQ0VCgjk8nw999/F1MPiYiIig9zkoiI9IHODzxtbGxga2uL2rVrF3dXiIiIdA5zkoiI9IHODzxPnDhR3F0gIiLSWcxJIiLSBzp/j6e2xMbGYvz48XBxcYGFhQVq1qyJ/v3749q1a0plr1y5gu7du8PS0hI2NjYYMmQInj59qlQuOzsbS5cuRa1atWBqaorGjRsjLCysKDaHiIhIMsxIIiKSms6f8QSArKwshISEYP/+/bh79y4AwN7eHj179sTgwYOV7mVRx5IlSxAdHQ0fHx80btwYjx8/xtq1a9G8eXOcOXMGDRs2BADExcWhQ4cOsLa2xsKFC/HixQssW7YM//zzD/744w8YGxvL65w9ezYWL16MUaNGoVWrVggPD8egQYMgk8kwcOBAaf4YRERE75E6J5mRREQkNZ0feCYnJ6Nbt26IjY1F2bJl4ejoCAA4fPgwdu/ejfXr1+PQoUOwsrLSqN5PP/0U27dvVwjFAQMGoFGjRli8eDFCQkIAAAsXLsTLly/x559/ombNmgDeTl3ftWtXbNmyBaNHjwYAPHjwAMuXL0dgYCDWrl0LAPj444/h7u6OadOmwcfHp0ADZCIiorxoIyeZkUREJDWdv9R29uzZ+PPPP7FmzRo8ffoU58+fx/nz5/HkyROsXbsW586dw+zZszWu183NTSFQAaB27dpwcXHBlStX5Mt2796Nnj17ygMVALp06YI6dergp59+ki8LDw9HRkYGAgIC5MtkMhnGjRuHuLg4xMTEaNxHIiKi/GgjJ5mRREQkNZ0feP7yyy8ICAhAQEAAjIyM5MuNjIwwbtw4jBs3Drt375akLSEE4uPjUaFCBQBvj9A+efIELVu2VCrbunVrXLhwQf77hQsXYGFhgfr16yuVy1lPREQktaLKSWYkEREVhs5favv8+XPUrVs31/X16tVDQkKCJG2FhobiwYMHmD9/PgDg0aNHAICqVasqla1atSoSEhLw+vVrmJiY4NGjR6hcuTJkMplSOQB4+PBhru2GhYXlOcHC+fPn4e3tDQCw1GyT1PL/q1ZQVO0UZVv63E5RtsXPg7TtFGVb+tzOu23dvHlTSy2UTEWVk8WVkQBzsqRtE3Oy4O0UZVv63E5RtlUc7ehrTur8wNPZ2RkREREKl+e8KyIiAk5OToVu5+rVqwgMDISrqyv8/f0BAGlpaQAAExMTpfKmpqbyMiYmJvL/5lUuN76+vvD19S30NhARUelTFDlZnBkJMCeJiEoCnb/UNiAgAL/99ht69OiB3377DXfu3MGdO3dw6NAheHp64vDhwxg/fnyh2nj8+DE8PT1hbW2NXbt2ySc4MDMzAwC8fv1a6TXp6ekKZczMzNQqR0REJCVt5yQzkoiIpKDzZzwDAgLw5MkTLF68GIcOHVJYZ2RkhC+++ALjxo0rcP3Jycnw8PBAUlISoqKiYGdnJ1+XcwlQzuVE73r06BFsbGzkR3CrVq2K48ePQwihcClRzmvfrZeIiEgq2sxJZiQREUlF5weeADBv3jyMHz8eR44cUXg+WZcuXeSTHBREeno6vLy8cO3aNRw5cgQNGjRQWF+tWjVUrFgR586dU3rtH3/8gaZNm8p/b9q0KTZu3IgrV64o1HP27Fn5eiIiIm3QRk4yI4mISFKilMrMzBTe3t6iTJkyYv/+/bmWGzt2rDAzMxP37t2TLzty5IgAINavXy9fdv/+fWFkZCQCAwPly7Kzs8UHH3wgqlWrJjIzM7WzIURERBJjRhIRkdR07h7Pe/fu4d69e0q/5/ejqSlTpiAiIgIeHh5ISEhASEiIwk+Ozz77DObm5ujUqRPWrFmDRYsWwcfHB40aNcLw4cPl5apXr45Jkybh22+/xZgxY7Bx40Z4eXkhKioKS5cuLdIHY2/ZsgUymUzlUWip21D1M3PmTEnrP3XqlNJ6IQRq1KgBmUyGnj17Frq9HOvWrYNMJkObNm0kqxMovu15t21tfh6Kui1tvU/v+ueff9CvXz/Y29vD1NQU1apVQ9euXbFmzRpJ27l8+TL8/PxQrVo1mJiYwM7ODoMHD8bly5clayPnfTE1NcWDBw+U1nfs2BENGzaUrJ2cH1NTU9jZ2aFbt25YvXo1UlNTC90GFU1OluSMBJiThcGc1P12AOakppiTRUPnLrV1cHCATCZDWloajI2N5b/nJysrS6N2/vrrLwDAvn37sG/fPqX1fn5+AIAaNWrg999/x6effoqZM2fC2NgYnp6eWL58udIMfYsXL0b58uWxYcMGbNmyBbVr10ZISAgGDRqkUd/0yfz581GrVi2FZVL8j5nD1NQU27dvR/v27RWW//7774iLi1M5S2JhhIaGwsHBAX/88Qdu3LgBZ2dnSesv6u0pqbT9Pp0+fRqdOnVCzZo1MWrUKFSpUgX379/HmTNnsGrVKkyYMEGSdvbs2QNfX1/Y2Nhg5MiRqFWrFu7cuYMffvgBu3btwo4dO9C7d29J2gLeTgKzePFiyb8UvC9nv5CRkYHHjx/jxIkTmDRpElasWIGIiAg0btxYq+2XdEWRk8xI6TAnNcOclAZzsmCYk9qlcwPPTZs2QSaTyR+CnfO71E6cOKF2WRcXF6UJG1QxMDDArFmzMGvWrEL0TL94eHiofHi4VHr06IGff/4Zq1evRpky//u4bt++HS1atMCzZ88ka+v27ds4ffo09uzZgzFjxiA0NBRz586VrH6gaLenpCqK92nBggWwtrZGbGwsypUrp7DuyZMnkrRx8+ZNDBkyBI6Ojjh58iQqVqwoX/fJJ5/ggw8+wJAhQ3Dx4kU4OjpK0mbTpk3x/fffY9asWVqdzOX9/cKsWbNw7Ngx9OzZE97e3rhy5QpnMS2EoshJZqR0mJOaYU4WHnOy4JiT2qVzl9oOGzYM/v7+8hDN+T2/HyqZfH198fz5cxw+fFi+7M2bN9i1a5fkR8lDQ0NRvnx5eHp6ol+/fggNDZW0fqBot6ekKor36ebNm3BxcVEKUwCoVKmSJG0EBQXh1atXCA4OVghTAKhQoQI2bNiAly9fYunSpZK0B7y9LDIrKwuLFy+WrE51de7cGZ9//jnu3r2rcKkmaY45Se9iTtL7mJMFx5zULp0beJJ+SU5OxrNnzxR+pOTg4ABXV1eEhYXJlx08eBDJyckYOHCgpG2FhoaiT58+MDY2hq+vL65fv47Y2FhJ2yjK7SmpiuJ9sre3x59//olLly5JWu+79u3bBwcHB3zwwQcq13fo0AEODg7Yv3+/ZG3WqlULQ4cOxffff4+HDx9KVq+6hgwZAgD47bffirxtouLCnNQMc7LwmJMFx5zULg48qVC6dOmCihUrKvxIbdCgQdi7dy/S0tIAvN2huru7S3oJxJ9//omrV6/KQ619+/aoXr26Vo4SFsX2lFRF9T5NnToVr169QtOmTeHm5oYZM2bgt99+Q0ZGhiT1Jycn4+HDh2jSpEme5Ro3boy4uDhJJxuYPXs2MjMzsWTJEsnqVFf16tVhbW2NmzdvFnnbRMWFOak55mTBMScLjzmpPRx4UqF8++23OHz4sMKP1Pr374+0tDRERkYiNTUVkZGRWrl8qHLlyujUqRMAQCaTYcCAAdixY4fGE1flpyi2p6Qqqvepa9euiImJgbe3N/7++28sXboU3bp1Q7Vq1RAREVHo+nMCsmzZsnmWy1mfkpJS6DZzODo6YsiQIQgODsajR48kq1ddlpaWJX7WPqJ3MSc1x5wsOOZk4TEntYcDTyqU1q1bo0uXLgo/UqtYsSK6dOmC7du3Y8+ePcjKykK/fv0kqz8rKws7duxAp06dcPv2bdy4cQM3btxAmzZtEB8fj6NHj0rWFqD97Smpivp9atWqFfbs2YPExET88ccfmDVrFlJTU9GvXz/8+++/hao7JyjzCxZ1g1dTc+bMQWZmZrHcw/LixQvJt4dIlzEnNcecLBjmpHSYk9qhc7PaEqkyaNAgjBo1Co8fP4aHh4fKm9kL6tixY3j06BF27NiBHTt2KK0PDQ3FRx99JFl7gHa3p6QqjvcJAIyNjdGqVSu0atUKderUwfDhw/Hzzz8XaoZAa2trVK1aFRcvXsyz3MWLF1GtWjVYWVkVuC1VHB0d4efnh+DgYEmeJ6iuuLg4JCcnSz6tPxExJ4k5KSXmpHZw4El6oXfv3hgzZgzOnDmDnTt3Slp3aGgoKlWqhG+//VZp3Z49e/DLL7/gu+++k3Raa21uT0lVHO/T+3KmPpfi0puePXvi+++/x6lTp5SeVwcAUVFRuHPnDsaMGVPotlSZM2cOQkJCivQelm3btgEAunXrVmRtEpUWzEliTkqLOSk9DjxJL1haWmL9+vW4c+cOvLy8JKs3LS0Ne/bsgY+Pj8rLeOzs7BAWFoaIiAgMGDBAsna1tT0lVVG/T8ePH0fHjh2Vno144MABAEDdunUL3ca0adMQEhKCMWPG4OTJk7C1tZWvS0hIwNixY2Fubo5p06YVui1VnJyc4Ofnhw0bNsDe3l7heXnacOzYMXz11VeoVasWBg8erNW2iEoj5mTpxpyUHnNSehx4kt7QxnPoIiIikJqaCm9vb5Xr27Zti4oVKyI0NFTSQAW0sz0lVVG/TxMmTMCrV6/Qu3dv1KtXD2/evMHp06exc+dOODg4YPjw4YVuo3bt2ti6dSsGDx6MRo0aYeTIkahVqxbu3LmDH374Ac+ePUNYWBicnJwK3VZuZs+ejW3btuG///6Di4uLZPUePHgQV69eRWZmJuLj43Hs2DEcPnwY9vb2iIiIgKmpqWRtEdH/MCdLL+akdjAnpcWBZwkkhAAAGBoaFnNPdF9oaChMTU3RtWtXlesNDAzg6emJ0NBQPH/+XOFom74oys+Dttoq6vdp2bJl+Pnnn3HgwAEEBwfjzZs3qFmzJgICAjBnzhzJ7jXy8fFBvXr1sGjRInmI2traolOnTvjss8/QsGFDSdrJjbOzM/z8/LB161ZJ6/3iiy8AvL3vx8bGBo0aNcLKlSsxfPjwEjthAukX5qT6mJP60Q5zUjuYk9KSiZz/C6jEWL16NT755BPcuHFDq0eBSD8U5eeBnz0i0gfcV9G7iurzwM8dlXZ8nEoJFBsbCwsLC9jb2xd3V0gHFOXngZ89ItIH3FfRu4rq88DPHZV2vNS2BNm9ezdOnDiB0NBQfPzxx1q/CZp0W1F+HvjZIyJ9wH0VvauoPg/83BG9xUttS5BatWohNTUVvXv3xsqVK2FhYVHcXaJiVJSfB372iEgfcF9F7yqqzwM/d0RvceBJREREREREWsV7PImIiIiIiEirOPAkIiIiIiIireLAk4iIiIiIiLSKA08iIiIiIiLSKg48iYiIiIiISKs48CQiIiIiIiKt4sCTiIiIiIiItIoDTyIiIiIiItIqDjyJiIiIiIhIqzjwJCIiIiIiIq3iwJOIiIiIiIi0igNPIiIiIiIi0ioOPImIiIiIiEirOPAkIiIiIiIireLAk4iIiIiIiLRK44Hnli1bIJPJ5D937tzRQreIiIj01/r169GiRQtYWFjI89LBwaG4u0VERFRsyhR3B4iIiEqSzZs3IyAgoLi7QUREpFM48CQiIpLQtm3b5P+2sbFBYGAgrKysYG1tXYy9IiIiKl4ceBIREUno3VtQevTogfnz5xdfZ4iIiHREoScXEkJgw4YNaNKkCczMzFCpUiUMHz4cDx8+lKJ/REREemHYsGGQyWS4ffu2fFlISIj8Hs9hw4YVX+eIiIiKWaEHnhMnTsTYsWNx8eJFpKen4+nTp9iyZQvatm2LBw8eSNFHIiK9N2/ePMhkMjx79kwn6yMiImVLly5FvXr1kJ2dXdxdkdx3332HmjVr4vXr18XdFZ3DzNaOQg88IyMj0bNnT3zxxRf44IMP5Mvv37+PCRMmFLZ60lE//fQTZDIZfvnlF6V1TZo0gUwmw/Hjx5XW1axZE25ubgCUZ0guU6YMqlWrhmHDhikdtHi/7Ls/M2fOLNA2vHjxAnPnzkX37t1hY2MDmUyGLVu2qCz7559/onv37rCyskLZsmXx0Ucf4a+//ipwWU3azk9sbCzGjx8PFxcXWFhYoGbNmujfvz+uXbumsvzr168xY8YM2NnZwczMDG3atMHhw4cLXE7TsvpKyvcsLzmf9XPnzimty87ORsWKFbF06VLJ26XCGzhwIIKCglC+fHn5spYtWyIoKAhBQUEYOHBgMfaudHn//6Oc301NTVUeFO/YsSMaNmyosg6ZTIZTp04pvUYIgRo1akAmk6Fnz55K62/evIkxY8bA0dERpqamsLKyQrt27bBq1SqkpaVJ1o46NNl/lYb9ubpSUlKwZMkSzJgxAwYG//vKrO7fU9N8zosmdanbv2HDhuHNmzfYsGGDxv3RdUWR2cxrzRV64DlixAjs27cPX375JU6cOIGOHTvK1+3duxePHz8ubBOkg9q3bw8ASiGZkpKCS5cuoUyZMoiOjlZYd//+fdy/f1/+2hzz58/Htm3b8N1338HDwwMhISFwd3dHenq6Urs5Zd/9KeiXuWfPnmH+/Pm4cuUKmjRpkmu58+fPo3379rh16xbmzp2LL774AtevX4e7uzv++++/ApVVt211LFmyBLt378aHH36IVatWYfTo0Th58iSaN2+OS5cuKZUfNmwYVqxYgcGDB2PVqlUwNDREjx49lN5LdctpWlZfSfmeFdQff/yBZ8+ewdPTs1jap7x1794dU6dOhZWVlXyZi4sLpk6diqlTp6J79+7F2DsC3g6qFi9erNFrTE1NsX37dqXlv//+O+Li4mBiYqK0bv/+/WjUqBF++ukneHl5Yc2aNVi0aBFq1qyJadOm4ZNPPpGkHXVpsv8qDftzdW3atAmZmZnw9fVVWK7u31PTfM6LJnWp2z9TU1P4+/tjxYoVEEJo1B9dV9yZzbzOhdDQ5s2bBQD5z++//66w/ocfflBYv3//fk2bID1Rq1Yt0bp1a4Vlv/76q5DJZMLX11d069ZNYd327dsFABEeHi6E+N9nKTY2VqHcjBkzBACxc+dO+bLcyhZGenq6ePTokRBCiNjYWAFAbN68Walcjx49RPny5cWzZ8/kyx4+fCgsLS1Fnz59ClRW3bbVER0dLV6/fq2w7Nq1a8LExEQMHjxYYfnZs2cFABEUFCRflpaWJpycnISrq6vG5TQtq88K+57NnTtXABBPnz7Ns1xen/XPP/9c2Nvba1QfFT17e3t5Bvr7+xd3d0ql9/8/yvm9adOmwsTERDx48EChvLu7u3BxcVFZR58+fUSFChVERkaGwvpRo0aJFi1aCHt7e+Hp6SlffuvWLWFpaSnq1asnHj58qNS369evi5UrVxa6HU2ou/8qSfvzFy9eFLqOxo0bCz8/P6Xl6v49Ncnn/GhSlyZ5de7cOQFAHD16VKP+6LqiyGx181rd+kqDQp/xrFy5cp6/JyYmFrYJ0lHt27fHhQsXFC4Zio6OhouLCzw8PHDmzBmFeyKio6Mhk8nQrl27POvNuWT75s2b2un4/2diYoIqVarkWy4qKgpdunSBra2tfFnVqlXh7u6OyMhIvHjxQuOy6ratDjc3NxgbGyssq127NlxcXHDlyhWF5bt27YKhoSFGjx4tX2ZqaoqRI0ciJiYG9+/f16icpmU1kZqaijlz5qBOnTowMzODjY0NXF1dERMTU6D6CkvK9yzH3bt34ezsjIYNGyI+Pj7f8vv378/z6Glu9Z04cQItW7aEqakpnJycsGHDBvn9JkSlyWeffYasrCyNznr6+vri+fPnCpebvnnzBrt27cKgQYOUyi9duhQvXrzADz/8gKpVqyqtd3Z2VnnGU9N2NKHu/qsw+/Pjx4/negvO9u3bIZPJFPbfDx48wIgRI1C5cmWYmJjAxcUFmzZtUnjd3bt3ERAQgLp168LMzAy2trbw8fFRmDka+N/9c//++y8GDRqE8uXLy6+uSk1NxaRJk+Dg4AATExNUqlQJXbt2xfnz5/P8W9y+fRsXL15Ely5dlNap+/fUJJ+lrEuTvGrRogVsbGwQHh6uUX/epWt5DRR/ZueX17nVV9LzutCPU4mPj0fdunUVfn9XuXLlCtsE6aj27dtj27ZtOHv2rPwS6+joaLi5ucHNzQ3Jycm4dOkSGjduLF9Xr149hUGZKjmB8u59UjmSk5OVbsyuUKFC4TcmD69fv4aZmZnScnNzc7x58waXLl1C27ZtNS6rTUIIxMfHw8XFRWH5hQsXUKdOHYVLAQGgdevWAIC//voLNWrUULucJnVq2v+PPvoIly9fxrhx41C3bl0kJibi3LlzKFu2rEZ1AUBGRgaSk5PVKmtjY6NwL4+23Lx5E507d4aNjQ0OHz6c7+f48ePHuHDhQq6P5sitvgsXLqB79+6oWrUqvvzyS2RlZWH+/PmoWLGi5NtEpOtq1aqFoUOH4vvvv8fMmTNhZ2eX72scHBzg6uqKsLAweHh4AAAOHjyI5ORkDBw4EKtXr1Yov2/fPjg6OsrnM1CXpu1oQ2H25x07dkSNGjUQGhqK3r17K6wLDQ2Fk5MTXF1dAbz9rti2bVvIZDKMHz8eFStWxMGDBzFy5EikpKRg0qRJAN7e13j69GkMHDgQ1atXx507d7B+/Xp07NgR//77L8zNzRXa8fHxQe3atbFw4UL5paNjx47Frl27MH78eDRo0ADPnz/HqVOncOXKFTRv3jzXv8Xp06cBIM8yBZFbPhdnXc2bN1e6PUqTPpT0vAY0y+z88jq3+kpDXhd64Ll161Z06NABwNsbad99cLZMJkOLFi0K2wTpqHfv8+zYsSMyMzNx9uxZ+Pv7w8nJCZUrV8apU6fQuHFjpKam4p9//sGIESOU6skZTKanp+Ps2bP48ssvYWJionISBVVHHoWW70uoW7cuzpw5g6ysLBgaGgJ4exT67NmzAKAwUYUmZbUpNDQUDx48UNrpPXr0SOUR+JxlOY9BUrecpmXVdf78eZw5cwa7d+9Gnz59NH79+6Kjo9GpUye1yt6+fRsODg6FbjMvV69exYcffohq1arh0KFDKg+yvO/AgQMwNTVF586dNapv7ty5MDQ0RHR0tPxLdv/+/VG/fn3pNohIj8yePRs//vgjlixZglWrVqn1mkGDBmHWrFlIS0uDmZkZQkND4e7urjRwTUlJwYMHD9CrV68C9U3ddrSlMPtzmUwGPz8/rFixAsnJybC2tgYAPH36FL/99htmz54tLzt79mxkZWXhn3/+kR+MHjt2LHx9fTFv3jyMGTMGZmZm8PT0RL9+/RTa8fLygqurK3bv3o0hQ4YorGvSpInSfbL79+/HqFGjsHz5cvmy6dOn5/u3uHr1KoC3ByuklFs+F2ddjo6OCt/fNVHS8xrQPLPzyuu86isNeV3ogeemTZvw5MkTtGjRAsePH8fJkyfl67y9vSU/zU26o379+rC1tZVPOPD333/j5cuX8qO8bm5uiI6ORkBAAGJiYpCVlaU0sRCgPJh0cHBASEgIqlevrlT222+/RZ06dbSwNbkLCAjAuHHjMHLkSEyfPh3Z2dn4+uuv8ejRIwBQuNRYk7LacvXqVQQGBsLV1RX+/v4K69LS0lROUGFqaqrQP3XLaVpWXeXKlYOBgQEOHjyIJk2awNraGtbW1jAyMtK4LuDtlxF1Z2XU9j7r0qVLGDBgAJydnXHw4EGlMwu5OXDgADp16qR0Rj2v+rKysnDkyBH07t1b4Yurs7MzPDw8sG/fPmk2ikiPODo6YsiQIQgODsbMmTNVDrTe179/f0yaNAmRkZHo3r07IiMjVZ6BTElJAYACnenRpB1tKez+fOjQoVi0aBF27dqFkSNHAgB27tyJzMxM+Pn5AXh7sHj37t3o378/hBAKVzF169YNO3bswPnz59GuXTuF/V1GRgZSUlLg7OyMcuXK4fz580oDz7Fjxyr1qVy5cjh79iwePnyo0QD++fPnKFOmDCwtLdV+TX7yyufirKt8+fJIS0vDq1evlM4i56ck5zVQsMzOLa/zqq+05HWhB56dOnVCZGQkIiMjFZZXq1YNa9asKWz1pMNkMhnc3Nxw8uRJZGdnIzo6GpUqVYKzszOAtwPPtWvXAoD8Eg5VA8+cwWRycjI2bdqEkydP5jp7X+vWrdGyZUstbZFqY8eOxf379xEUFIStW7cCePuIhOnTp2PBggUKoaRJWW14/PgxPD09YW1tLb9X511mZmYqn9eVM4Nwzk5S3XKallWXk5MTgoODERgYiI0bNwIA/v33X4Wjfk+fPsWwYcNw4sQJVK9eHevWrcOHH36osr7y5curPFteHLy8vFC5cmUcOnRI7c9DRkYGDh8+jEWLFmlU35MnT5CWlib/f/JdqpYRlRZz5szBtm3bsHjxYrXOelasWBFdunTB9u3b8erVK2RlZSmdiQMg/xKZmppaoH6p2462FHZ/Xq9ePbRq1QqhoaHygWdoaCjatm0r3+c8ffoUSUlJCA4ORnBwsMp6njx5AuDtQHfRokXYvHkzHjx4oHCFk6rLMVWdnVy6dCn8/f1Ro0YNtGjRAj169MDQoUPh6OiY57ZILb98Lq66gP9dOVaQ+whLcl4Dmmd2XnmdV32lJa8LfWH0xo0bsXr1ajRs2BAmJiaoUKEC/P39cfbsWY3v6yL90759eyQnJ+Off/6R39+Zw83NDXfv3sWDBw9w6tQp2NnZqdzRt27dGl26dEHfvn0RERGBhg0bYtCgQQqT9hS3BQsWID4+HlFRUbh48SJiY2PlEye9fwZWk7L5OXHiRK7PL125cqVC2eTkZHh4eCApKQm//vqryiO7VatWlZ99fVfOspzXqFtO07Lq+vbbbzF58mRMnz4dEREROHz4sNLfLjAwEFWqVMHTp08RFBSE/v37IyEhQWV9b968wePHj9X6ycrK0ri/mujbty9u3ryJ0NBQtV9z6tQppKSkoEePHpLUR1TaOTo6ws/PD8HBwSr3X6oMGjQIBw8elD/6S9UcFlZWVrCzs9P4URmatqMtUuzPhw4dKn8EzM2bN3HmzBn52U4A8jz08/PD4cOHVf7kTEI4YcIELFiwAP3798dPP/2E3377DYcPH4atra3C5IU5VA2M+/fvj1u3bmHNmjWws7NDUFAQXFxccPDgwTy3w9bWFpmZmQU+iPCu/PJZ6qzXVGJiIszNzQt0oLgk5zWgecbmldcFqa+k0fiM57BhwzBs2DCFZRMmTMCECROk6hPpkXfv84yOjpZPCAC8nSnNxMQEJ06cwNmzZ3P9n/BdhoaGWLRoETp16oS1a9di5syZ2uq6xt6dJQ8Ajhw5gurVq6NevXqFKpuXli1b4sKFCyrXVatWTf7v9PR0eHl54dq1azhy5AgaNGig8jVNmzbF8ePHkZKSonC5SM49qE2bNtWonKZl1REXF4fJkydj/fr18iPm73vx4gX27t2LW7duwdzcHN7e3mjUqBHCw8MxfPhwpfKnT5/WmXtGgoKCUKZMGQQEBKBs2bJqzVa5f/9+NGjQQGW/8qqvUqVKMDU1xY0bN5Rep2oZSeP9GTdJN82ZMwchISFYsmSJWuV79+6NMWPG4MyZM9i5c2eu5Xr27Ing4GDExMTIJ9PRhLrtaIMU+/OBAwfi008/RVhYGNLS0mBkZIQBAwbI11esWBFly5ZFVlZWvme2du3aBX9/f4X7M9PT05GUlKTRdlWtWhUBAQEICAjAkydP0Lx5cyxYsEA+iZMqOXl9+/Zt+SSJBaFOPkud9Zq6fft2ge4jLOl5DWie2XnldV71lZa8LvSltlS65Uz5nHOD+7tnPE1MTNC8eXN8++23ePnypcrLbFXp2LEjWrdujZUrV2LSpEnye0t0yc6dOxEbG4tly5blO6OaJmXfZ2lpmW/QZ2VlYcCAAYiJiUF4eHieX3T69euHZcuWITg4GFOnTgXwdibezZs3o02bNvKrFNQtp2lZdfz999/IyMiAk5NTrmWuX78OS0tLhfuAGzVqhMuXL6ssr0v3jMhkMgQHByM1NRX+/v6wtLSEt7d3nq85cOCAysm28qvP0NAQXbp0wd69exXub7px40a+R/uJSjonJyf4+flhw4YNsLe3R5kyeX8lsrS0xPr163Hnzh14eXnlWm769OkIDQ3Fxx9/jGPHjik9Zu7mzZuIjIxU+UgVTdrRBin25xUqVICHhwdCQkKQnp6O7t27K8wAamhoiL59+2L79u24dOkSGjZsqPD6p0+fymfxNDQ0VJpAcM2aNWqf6crKysKLFy/kEx0Bb7/g29nZqbyk+F05WXru3LkCDzzVzWeps15T58+fx+DBgzV+XUnPa0DzzM4rr/Oqr7TkNQeeVCjGxsZo1aoVoqKiYGJiojSLsZubm/xIpboDTwCYNm0afHx8sGXLFpWTBeRFJpPB3d0dJ06cyLfs2rVrkZSUJJ+pb9++fYiLiwPw9ky+tbU1Tp48ifnz5+Ojjz6Cra0tzpw5g82bN6N79+5KXxw0KatO2+qYMmUKIiIi4OXlhYSEBISEhCisf/cSpzZt2sDHxwezZs3CkydP4OzsjK1bt+LOnTv44YcfNC6naVkg//enXr16MDIywpAhQzB69GhUq1YNT58+xcmTJ7Fw4UI0adIEL168ULrB38rKCs+fP1dZp1T3jEj1nhkYGCAkJAT/93//h/79++PAgQO5zn53+/ZtXLlyBevXry9QffPmzcNvv/2Gdu3aYdy4ccjKysLatWvRsGFD/PXXXxpsPVHJM3v2bGzbtg3//fefWo+kUGcSFycnJ2zfvh0DBgxA/fr1MXToUDRs2BBv3rzB6dOn8fPPPytdOVaQdgDp807T/Xluhg4dKr839auvvlJav3jxYhw/fhxt2rTBqFGj0KBBAyQkJOD8+fM4cuSI/DLMnj17Ytu2bbC2tkaDBg0QExODI0eO5PtYthypqamoXr06+vXrhyZNmsDS0hJHjhxBbGyswllUVRwdHdGwYUMcOXJE5Yz86vw9Ncnn/Ghal7p59eeffyIhIUHlTMz6nNdA0We2OnmdV32lIq8FUSHNmjVLABBubm5K6/bs2SMAiLJly4rMzEyFdZs3bxYARGxsrNLrsrKyhJOTk3BychKZmZl5ln1XamqqACAGDhyoVt/t7e0FAJU/t2/fFkIIcePGDfHRRx+JChUqCBMTE1GvXj2xaNEi8fr1a6X6NCmrTtvqcHd3z7UeVf+Lp6WlialTp4oqVaoIExMT0apVK/Hrr78WuJwmZdV9fyIiIkTbtm2Fubm5MDExEU5OTmLw4MEiLS1NCCHE+fPnRfny5RVeM378eDFlypQ86y2swrxnc+fOFQDE06dP5ctevXol3N3dhaWlpThz5owQQohNmzYJAOL8+fNCCCHWrl0rrK2tRUZGRoHqE0KIo0ePimbNmgljY2Ph5OQkNm7cKKZMmSJMTU0L+ych0knvZ0ZeGeLv7y8ACBcXlzzryI29vb3w9PRUWn7t2jUxatQo4eDgIIyNjUXZsmVFu3btxJo1a0R6enqh29FG3gmh2b4/N69fvxbly5cX1tbW8v32++Lj40VgYKCoUaOGMDIyElWqVBEffvihCA4OlpdJTEwUw4cPFxUqVBCWlpaiW7du4urVq8Le3l74+/vLy6naH+b0Y9q0aaJJkyaibNmywsLCQjRp0kSsW7dOre1YsWKFsLS0FK9evVJap87fU9N8zoumdan7fs+YMUPUrFlTZGdnK7xe3/NaCO1ntrp5rW59QpT8vNbJgWeLFi3EypUrxaNHj4q7K6Rn9u/fL2Qymbh48WJxd4VUkOr9SU1NFUZGRiIuLk6+rGPHjmLTpk2F7WKxW7VqlQAgbty4IYQQwsPDQ/j4+EjeTq9evYSzs7Pk9VLRYE6SLuddRkaGqFixohgxYkRxd6VQkpKShI2Njdi4cWNxd0Ur0tPTRZUqVcTKlSuV1jGv88e81lyhZ7XVhvj4eEyePBk1atRAt27d8OOPP+rUDKeku44fP46BAweiUaNGxd0VUkGq98fS0hK9evXC3LlzkZaWhsjISFy8eLHAD23XJbGxsbCwsIC9vT2At/c8T548uVB1vv/svevXr+PAgQPo2LFjoeql4sOcJF3Ou7179+Lp06cYOnRocXelUKytrTF9+nQEBQWpnEVX323evBlGRkYqb2liXuePeV0AxT3yzc2JEyfE6NGjha2trZDJZMLc3FwMGDBAREREqDyFrak//vhDBAYGigYNGghzc3NRo0YN4ePjI/777z+lsjt37hRt2rQR1tbWwsbGRnTo0EFERkYqlcvKyhJLliwRDg4OwsTERDRq1Ehs37690H0lImVPnjwRHh4ewszMTNSuXVscPny4uLtUKLt27RLjx48XMplMjBo1StK6q1SpImbOnCmCg4PF7NmzhY2NjbCwsBDXrl2TtB0qWtrMSWYkFcSZM2dEcHCwqFGjhmjWrFlxd4d0BPNafSU9r3V24JkjIyNDREREiIEDBwoLCwthYGAgbG1txdixY8XJkycLXG/fvn1FlSpVxIQJE8T3338vvvrqK1G5cmVhYWEh/vnnH3m51atXCwDC09NTrF+/XnzzzTeiSZMmAoDYvXu3Qp0zZ84UAMSoUaNEcHCw8PT0FABEWFhYgftJRKWDg4ODsLW1FR9//LF48eKFpHUPGzZM2NvbCxMTE2FlZSW6desm/vzzT0nboOKjjZxkRlJB+Pv7C0NDQ9GiRQuFzwlRScK8LjidH3i+6+XLlyIkJET06NFDGBsbCwMDA2Fvby9mzZqlcV3R0dFKE75cu3ZNmJiYiMGDB8uX1a5dW7Rq1Urhpuvk5GRhaWkpvL295cvi4uKEkZGRCAwMlC/Lzs4WH3zwgahevbrSxDpERERSkyonmZFERCQ1nbzHMzfm5uYYPHgw9u/fj/v378Pb2xv37t1T++HP73Jzc4OxsbHCstq1a8PFxQVXrlyRL0tJSUGlSpUgk8nky6ysrGBpaQkzMzP5svDwcGRkZCAgIEC+TCaTYdy4cYiLi0NMTIzGfSQiItKEVDnJjCQiIqnp1cATAM6cOYOJEyeiSZMmCA8Ph6mpqfxZUYUlhEB8fLzCg447duyIX3/9FWvWrMGdO3dw9epVBAYGIjk5WeG5jBcuXICFhQXq16+vUGfr1q3l64mIiLRNWznJjCQiosIoU9wdUMeVK1cQGhqKHTt24Pbt25DJZOjUqRMWLVqEvn37omzZspK0ExoaigcPHmD+/PnyZatXr8azZ88wceJETJw4EQBQoUIFHD16FK6urvJyjx49QuXKlRWO+gJA1apVAUD+8FpVwsLCEBYWluv6Y8eOwdLSskDbRESkb2xtbXH58uXi7oZeKYqcLK6MBJiTRETv0tec1NmB5/379xEWFobt27fjn3/+gRACzZo1Q1BQEHx9feVhJZWco7Surq7w9/eXLzc3N0fdunVRvXp19OzZE6mpqfjmm2/Qp08fREVFwdnZGcDb6Y9NTEyU6jU1NZWvz42vry98fX1zXe/t7Y2IiIiCbhoRkV7x9vYu7i7ohaLMyeLMSIA5SUT0Ln3NSZ0ceHbo0AGnT59GdnY2HBwcMGvWLAwePFjpEh2pPH78GJ6enrC2tsauXbtgaGgoX+fj44MyZcpg37598mW9evVC7dq1MXv2bOzcuRMAYGZmhtevXyvVnZ6eLl9PREQkhaLMSWYkERFJQScHnleuXMHo0aMxePBgtGvXTqttJScnw8PDA0lJSYiKioKdnZ183a1bt/Drr78iODhY4TU2NjZo3749oqOj5cuqVq2K48ePQwihcCnRo0ePAEChXiIiosIoqpxkRhIRkVR0cnKhR48eYd26dWjXrh2ePn2ab/nY2NgCtZOeng4vLy9cu3YNkZGRaNCggcL6+Ph4AEBWVpbSazMyMpCZmSn/vWnTpnj16pXCbH8AcPbsWfl6IiIiKRRFTjIjiYhISjo58CxT5n8nYj/88EMkJibmWvb48ePo0qWLxm1kZWVhwIABiImJwc8//6wwCUIOZ2dnGBgYYOfOnRBCyJfHxcUhKioKzZo1ky/r1asXjIyMsG7dOvkyIQS+++47VKtWDW5ubhr3kYiISBVt5yQzkoiIpKaTl9q+69WrV+jatSuOHj0Ka2trhXWRkZHw8fFRGYj5mTJlCiIiIuDl5YWEhASEhIQorPfz80PFihUxYsQIbNy4ER9++CH69OmD1NRUrFu3DmlpaZg1a5a8fPXq1TFp0iQEBQUhIyMDrVq1wt69exEVFYXQ0FCFe2KIiIikoo2cZEYSEZHkhI67c+eOqFmzpmjbtq1ITU2VLw8LCxNGRkbC09NTpKWlaVyvu7u7AJDrT46MjAyxZs0a0bRpU2FpaSksLS1Fp06dxLFjx5TqzMrKEgsXLhT29vbC2NhYuLi4iJCQkIJt+Du8vLwKXQcRkb7gPk8z2shJfcpIIfiZIaLSRV/3eTIh3rk+RkfdvHkT7u7ucHR0xK+//oqQkBAEBASgX79+CAkJUbjkqCTiNPFEVJpwn6c55iQ/M0RUeujrPk8vksjJyQlHjhxBx44d0bRpU9y8eRMjRoxAcHCw0sOoiYiIShvmJBER6TqdG3gmJCSoXF6pUiXs3LkTXl5e8Pf3x+LFixUmU7CxsSmqLhIRERUb5iQREekjnRt4VqhQIc+js0IIbN26FVu3blVYrmo6dyIiopKGOUlERPpI5waeX3zxBS8LIiIiygVzkoiI9JHODTznzZtX3F0gIiLSWcxJIiLSRwbF3QEiIiIiIiIq2TjwJCIiIiIiIq3iwJOIiIiIiIi0igNPIiIiIiIi0ioOPImIiIiIiEirOPAkIiIiIiIirdL7gee9e/eQkpJS3N0gIiLSScxJIiLSBXo/8HRwcICdnR1mzpyJhISE4u4OERGRTmFOEhGRLtD7gefQoUPh4eGBLVu2wNHRsbi7Q0REpFOYk0REpAvKFHcHCmvLli3yf//777/F1xEiIiIdxJwkIiJdoPdnPN/VoEGD4u4CERGRzmJOEhFRcZH8jGdWVhYOHTqEW7duITExEUIIhfUymQyff/651M0SERHpBeYkERGVRpIOPM+dO4e+ffsiLi5OKUhz5BeotWrVgkwm06hdmUyGmzdvavQaIiKiosacJCKi0krSgWdAQADS0tKwd+9efPDBByhXrpzGdbi7u2scqERERPqAOUlERKWVpAPPixcvYsGCBfDy8ipwHe9OgkBERFSSMCeJiKi0knRyoerVq+d66RAREVFpx5wkIqLSStIznjNmzMCyZcswevRoWFlZSVk1MjIycPXqVSQnJyM7O1tpfYcOHSRtj4iISGrMSSIiKq0kHXimpqbC0tISzs7OGDhwIGrUqAFDQ0OFMjKZDJMnT1a7zuzsbMyaNQvr1q3Dq1evci2XlZVV4H4TEREVBeYkERGVVpIOPKdOnSr/99q1a1WW0TRQFy5ciKCgIIwZMwbt27fHkCFDsGTJEpQrVw7r1q2DTCbD0qVLC913IiIibWNOEhFRaSXpwPP27dtSVgfg7SQK/fv3x/r16/H8+XMAQIsWLdC5c2f4+/vD1dUVx44dQ5cuXSRvm4iISErMSSIiKq0kHXja29tLWR0AIC4uDtOnTwcAmJiYAADS09MBAMbGxvDz88OKFSuwcOFCydsmIiKSEnOSiIhKK0lntdUGW1tbvHjxAgBgaWkJKysr3Lp1S6FMYmJicXSNiIio2DEniYhIH0g+8Lx48SJGjRqFFi1awNnZGY6Ojgo/Tk5OGtXXrFkzxMbGyn/v1KkTVq5ciejoaERFRWH16tVo0qSJxv2MjY3F+PHj4eLiAgsLC9SsWRP9+/fHtWvXlMpmZ2dj/fr1aNq0KczMzGBra4vOnTvj77//Viq3dOlS/D/27jsqquNxG/iz0gVBqYJKFRuKveBXRY1JVAQjiohgjSVi7BVrokZR7BoVY40gamxgi93EgiWWEKNGo2JDsFBEBEG47x++7M/NUnbhLuzC8zmHE/be2Zm5QvZhbplxcHCAvr4+XF1dERERoXTfiIio7NKEnGRGEhGR2EQdeJ45cwYtWrTAwYMHYWNjgwcPHsDR0RE2NjZ49OgRjIyMlJ7OfdiwYXj//j3ev38PAPjhhx+QnJyMdu3awd3dHW/evMGSJUuU7uvChQuxZ88efPbZZ1ixYgWGDRuG33//HU2aNMHNmzdlyg4ePBijR49G06ZNsWrVKsyaNQu2trZ48eKFTLnp06djypQp+Pzzz7Fq1SrY2tqib9++2LFjh9L9IyKiskdTcpIZSUREohNE1LZtW6Fu3bpCSkqK8PLlS0EikQgnT54UBEEQLl68KFSpUkU4fPhwsdtJTk4W9u/fLxw4cEB4/fp1keo4f/688P79e5ltd+/eFfT09AR/f3/ptp07dwoAhL179xZY39OnTwUdHR1h5MiR0m05OTlC27ZtherVqwsfPnwoUj8FQRA8PT2L/F4iIk1Tlj/zNCUnNSkjBaFs/84QEf2Xpn7miXrF89q1a/j6669hbGwsXZcsd92wli1bYvjw4Zg5c2ax2zExMUH37t3RrVs3mJqaFqmO1q1bQ1dXV2abs7MzXFxccPv2bem2pUuXokWLFujRowdycnKQlpaWZ32RkZHIyspCYGCgdJtEIsGIESPw9OlTREdHF6mfRERUdmhKTjIjiYhIbKIOPLW1tVGpUiUAQOXKlaGjoyNzq42joyNu3bpVYB2PHz/G48eP5V4X9iUGQRCQkJAAc3NzAMCbN29w+fJlNG/eHNOmTYOJiQmMjIzg6OiIXbt2ybz3+vXrMDQ0RN26dWW2t2jRQrqfiIjKN03OSWYkEREVh6jLqdSsWRP37t0D8PFMZp06dbBv3z74+/sDAA4dOoSqVasWWIe9vT0kEgnS09Ohq6srfV2Y3DPGxREeHo5nz55hzpw5AID79+9DEATs2LED2traWLRoEUxMTLBixQr06dMHxsbG6Ny5MwDg+fPnsLKykuurtbU1ACAuLi7fdiMiIgqcYCE6OhpeXl7FPTwiIiplmpyTpZWRAHOSiKgsEHXg2bVrV2zatAkLFiyAtrY2xo8fj0GDBsHZ2RnAx5BasGBBgXVs2rQJEokEOjo6Mq9V7c6dOxg5ciTc3NwwYMAAAJBOT//69WtcvHgRLVu2BAB4eXnBwcEB8+bNk4Zqenq6dP20T+nr60v358fPzw9+fn757vfy8kJUVFTRDoyISMOU5QGEpuZkaWYkwJwkIvqUpuakqAPPmTNnYsyYMdLnVgYMGAAtLS3s2bMHWlpamD59OgYOHFhgHf/dX1h5McTHx8PDwwMmJibYvXu3tP8GBgYAAAcHB2mgAh/XSfP09ERYWBg+fPgAbW1tGBgYSGcU/FTuIt65dRERUfmliTnJjCQSR1paGoyMjAB8PHFjaGhYyj0iKlmiDjx1dHRgZmYmsy0gIAABAQFFrnPw4MEYPny4TKh96vLly1i3bh02bdpUpPpTUlLQpUsXJCcn4+zZs7CxsZHuy/3eyspK7n2WlpbIyspCWloaTExMYG1tjdOnT0MQBJkzz8+fP5epi4iIyi9Ny0lmJJFiOgYW/hx1dtY76fddxz6Blk7FAsufWmNb7H4R5YqPjy/0UQ5VE3VyoVzv379HdHQ0IiMj8erVq2LVtWXLFty/fz/f/Q8fPsTWrVuLVHdGRgY8PT1x9+5dHDx4EPXq1ZPZb2Njg6pVq+LZs2dy742Li4O+vr50kohGjRrh3bt3MrP9AcClS5ek+4mIiADNyElmJJG4tHQqosOIR+gw4lGhg04iMd24cQM1a9Ys7W6IP/BcuXIlrK2t0aZNG3h7eyMmJgYA8OrVK5ibmxf5ymR+4uLiinSLTnZ2Nnx9fREdHY1ffvkFbm5ueZbz9fXFkydPcPz4cem2V69eITIyEh07dkSFCh//Cbt37w4dHR2sWbNGWk4QBKxbtw7VqlVD69atle4jERGVPZqQk8xIIqKyY+nSpcjIyCj1GcRFvdV28+bNGDt2LPr06YMvvvgCgwcPlu4zNzdHx44dsWPHDpnteYmMjERkZKT09fr163HixAm5csnJyThx4gSaN2+udF8nTJiAqKgoeHp6IjExEWFhYTL7c297CgoKwq5du9CzZ0+MHz8eJiYmWLduHbKysjB//nxp+erVq2Ps2LEICQlBVlYWmjdvjv379+Ps2bMIDw+XPhNDRETll6bkJDOSiKhs+PDhA3777TdkZ2cjJCQE27dvL7W+iDrwXLJkCbp3747t27fj9evXcvubNm2KlStXFlrPrVu38MsvvwD4ON38pUuXcPXqVZkyEokEhoaGaNeuHZYuXap0X2/cuAEAOHDgAA4cOCC3PzdUrayscO7cOUycOBHLli1DVlYW3NzcEBYWhoYNG8q8Jzg4GFWqVEFoaCi2bNkCZ2dnhIWFoW/fvkr3j4iIyh5NyUlmJBFR2XDo0CEkJiYCAM6fP4/MzEzo6uqWSl9EHXj++++/GD16dL77TU1N8wza/woKCkJQUBAAoEKFCti4caPowXTmzBmFyzo6OmLv3r2FlqtQoYJM34mIiD6lKTnJjCTSXJw9lz61dOlS6fJXuY9C+Pj4lEpfRB14Vq5cucBJEm7duqX0bEo5OTnF7RYREZFaYE4SEVFJef36tczkc+/evcPy5cvLxsCza9euWL9+PQIDA+X2/f333/jpp58KfW6lIG/fvkVSUhIEQZDbZ2vLKaeJiEi9MSeJqLgKW7pF2WVbAC7dUlZt3LgR8fHxMttiY2Px4sULWFpalnh/RB14zps3Dy1btkT9+vXh6ekJiUSCrVu3YtOmTdizZw+sra0xa9YsperMyMjA999/j40bNxZ4+1F2dnZxu09ERKRSzEkiUrXcZVuItmzZIvfZHx8fj9DQUMycObPE+yPqwNPGxgZXr17FtGnTsHPnTgiCgG3btqFSpUrw8/NDcHAwzM3NlaozMDAQW7duxVdffYW2bduiSpUqYnaZiIioxDAniYioJNy8eTPPRztycnIQFham+QNPALC0tMSGDRuwYcMGvHz5Ejk5ObCwsJCu5aWsvXv3YsiQIQgNDRW5p0Ty+EA+Eakac5KIiFRt8eLFePnyZZ77Xr9+jevXr6Nx48Yl2qeipZyCLCwsYGVlVeQwBT5OB9+kSRMRe0VERKQemJNERCS2Dx8+4OTJk/nuf/36NUJCQkRpKysrC48ePUJaWlqhZUW/4pmWloY9e/bgwYMHeU5wIJFIsGLFCoXr6969O06cOIHhw4eL3VUiIqISx5wkIiJVSk5ORr169VCzZk0AH2+vvXXrFurXry8tY21tXWAdDg4OmDhxIkaOHFlguaSkJDg4OGDmzJn4/vvvCywr6sDz5MmT8PHxQXJycr5llA3UmTNnonfv3hg2bBiGDx8OW1tbaGlpyZUzNTUtSpeJiIhKDHOSiIhUzdzcHEePHpW+zszMRN++fbF7926F63j8+HGBWZXL0tISdnZ2uHz5cqFlRR14jhw5EoaGhti5cydatmwJY2PjYtfp7OwMALh+/To2btyYbznO1keFKWz6cUD5Kcg5/TiRenj37h0qVix8yYDSxpwkIiJN8ezZM1y9erXQco6OjiU/8Hz8+DEWLlyIzz//XLQ6Z82aBYlEIlp9RERUtjx9+hR169bFmzdv1D4vmJNERKQp1q1bh3Xr1hVaTiKR5Ll+9H+JOvB0dXVFSkqKmFXiu+++E7U+IiIqW1atWoV3797hypUraNGiRWl3p0DMSSIi0hTe3t7w8vISrT5RB54LFy6En58fOnfujGbNmolZtVRKSgqMjIzyfH6FiIjKF0EQsGfPHuTk5GDRokVKPb9SGpiTRESkKRo3boz+/fuLVp+oA093d3csX74cbm5uqFu3LmrUqCEXfBKJBJGRkUrV+8cff2DGjBn4/fffkZmZiWPHjqFjx4549eoVvv76a4wbNw7t27cX8UiIiEgTREdHIzExEQBw+fJlZGRkQF9fv5R7lT/mJBERlVeiDjz37NmDgIAAZGdn4+nTp0hNTZUro+xzKBcuXEDHjh1RrVo1BAQEYMOGDdJ95ubmSElJQWhoKAOVRKGlUxEdRjwq7W4QkYIWLVqEpKQkAMDLly+xZ88e+Pv7l3Kv8secJFIvaWlpMDIyAgC8ffsWhoaGpdwjIvXw8OFDVKlSRdQ6RR14Tp06FbVr18aePXtQq1YtUeqcNm0a6tati4sXLyI1NVUmUAGgQ4cO2Lp1qyhtERGR5khPT8e1a9ekrzMyMrBy5Uq1HngyJ4lKVmEz2is7mz3AGe2pfBAEQaEToVlZWcjMzETFihULLV9BrM4BQFxcHEaMGCFamALAlStXMGjQIOjp6eV5MNWqVUN8fLxo7RERkWbYuXMnXr58KbPtyZMneP78eSn1qHDMSSIi0gSOjo6oV68ebt++XWC5q1evolKlSgqd4BR14Nm8eXM8flz4WonK0NHRQU5OTr77nz17Jr1FgoiIyo/Vq1cjIyNDZlt8fDzWrFlTSj0qHHOSSL3kPmLTYcQjha52EpUnz58/R7t27XDp0qV8y7Rq1Qpubm7Yt29fofWJOvBctWoVduzYgV27dolWZ6tWrfKdpTAtLQ2bN2+Gu7u7aO0REZH6e/r0KeLi4uS2C4KAnTt3KrSeWGlgThIRkaaYP38+bGxs0KlTJxw/fjzfct26dcP169cLrU/Ugae/vz8+fPgAPz8/mJiYwMXFBa6urjJfDRs2VKrO77//Hn/88Qc8PDxw5MgRAMCff/6JDRs2oGnTpnj58iVmzpwp5mEQqVxaWhokEgkkEgnS0tJKuztEGmfVqlX53lKbmJiIK1eulHCPFMOcJCIiTWFjY4Pff/8djRs3hqenJ3bu3JlnOUtLS+kM8wURdXIhU1NTmJmZwdnZWbQ6W7ZsicOHD2PEiBHSdWQmTJgAAHBycsLhw4fh6uoqWntERKTectfuzM/r16/Vdk1P5iQREWkSExMTHD9+HL6+vujbty/u37+PadOmyZSJjo6Gg4NDoXWJOvA8c+aMmNVJdezYEf/88w9u3LiBe/fuIScnB05OTmjatKnS084TEZFmS01NhaWlJUxMTKTb7t+/DycnJ+lrAwOD0uhaoZiTRESkafT09LB3716MGDECM2fOxOnTpzF58mRYW1tj37592LJlC77//vtC6xF14KkKP//8M9q1awd7e3s0atQIjRo1ktkfGxuL33//XXqWl6i0FTZ1O8Dp24mKw9jYGBcuXJDZ1r17d0RGRpZSj0oXc5KIiFStQoUKCA0NRdOmTTFlyhR8+eWXAD6uPd2+fXtMnDix8DpU3cniGjRokNwfGJ+6dOkSBg0aVII9IiIiUh/MSSIiEtuAAQNk7iTKNWzYMDx69AgRERFYtWoVjh8/jpMnT0JPT6/QOtX+imdhMxOmpaVBW1vtD4OIiEglmJNERCS2TZs25bvP2NgYvr6+SteplkkUExODGzduSF+fPXsWHz58kCuXnJyMdevWiboQNxER0aeysrIQFxcHc3NzGBoalnZ3ADAniYhI86jlwHPfvn3SB1QlEglCQ0MRGhqaZ9nKlSvj559/LsnuERVb7oLVRFR6HBwcMHHiRIwcObLAcklJSXBwcMDMmTMVmjyhJDAniYiotDx79gzfffcdrly5AgMDA3h4eGDy5MnQ1dUt8H1qOfAcNmwYunXrBkEQ0KJFC8yZMwddunSRKSORSGBoaAgnJyfeQkREREp7/PgxkpOTCy1naWkJOzs7XL58WfWdUhBzkoiISkN2drY0b4YPH47k5GQsXrwYCQkJWLVqVYHvFTWJ6tati379+sHf3x92dnZFrsfa2hrW1tYAgNOnT6Nu3bqwtLQUq5sAgCtXrmDr1q04ffo0YmNjYWZmhlatWmHevHn53pKUlZWFhg0b4vbt2wgJCZGbvSknJweLFy/G2rVr8fz5c9SqVQtBQUHw8/MTte9ERCSOZ8+e4erVq4WWc3R0FGXgqSk5yYwkIirfXrx4kWeu/P3337h58yZiYmJQv359AIC+vj4WLlxYsgPPGjVqYPbs2Zg1axZat26N/v37w8fHR2atNWW5u7tLv7916xYePfp4e6KdnR3q1atX5HoXLlyI8+fPw8fHB66uroiPj8fq1avRpEkTXLx4UfoP+alVq1bh8eP8l8qYPn06goODMXToUDRv3hyRkZHo27cvJBIJ+vTpU+S+EhGRaqxbtw7r1q0rtJxEIil0Eh9FaEpOMiOJSBFpaWkwMjICALx9+1ZtnoOn4qtVqxamT5+OsWPHQkdHR7pdV1cXEokEqamp0m1v3rwp+Vltjx07hoSEBGzfvh3bt2/HsGHDMGrUKHh4eKBfv37o2rWrTMcVFRkZifHjxyM2NlZmu4ODA5YuXQovLy+l6xw/fjy2b98ucy+yr68vGjRogODgYISFhcmUf/HiBebMmYMpU6Zg1qxZcvU9e/YMS5YswciRI7F69WoAwJAhQ+Du7o5JkybBx8cHWlpaSveTiIhUx9vbu0gZUlSakpPMSCJSxbrkXJNcc2zfvh3jx4/Hhg0bsGTJEnTr1g0AUKdOHbRr1w49e/aEn58fEhMTERERgZkzZxZap+gPfVhZWWHcuHEYN24c/vnnH4SFhSEiIgL79u1D5cqV4evri4CAALRu3Vqh+g4fPoyePXvCzs4O8+fPR926dQEAt2/fxvr16+Ht7Y2DBw+ic+fOSvUzr/adnZ3h4uKC27dvy+2bOnUqateujYCAgDxDNTIyEllZWQgMDJRuk0gkGDFiBPr27Yvo6Gi0adNGqT4SEZFqNW7cGP379y/RNjUhJ5mRRKQITpZYdnXt2hVffPEFVq5ciX79+qFVq1ZYtmwZ6tSpg0OHDmHlypW4dOkSKlasiK1btyq0vEoFVXa4du3amDt3Ls6dO4devXohKSkJ69atQ9u2beHs7Iwff/wROTk5BdYxd+5cuLq6IiYmBlOmTIGXlxe8vLwwZcoUxMTEoEGDBqLNMigIAhISEmBubi6z/fLly9i6dSuWL18OiUSS53uvX78OQ0NDaeDnatGihXQ/ERHRpzQpJ5mRRETli7a2NsaPH49///0Xtra2aNy4McaPH4+srCxMnToV+/btQ3h4uMJreqpsmru0tDTs27cPYWFhOHXqFACgW7du6N+/P3R1dbF+/XqMHj0aMTEx+U4BD3xcq2z+/Pl53jNuaGiIgQMHYtq0aaL0OTw8HM+ePcOcOXOk2wRBwKhRo+Dr6ws3Nze525hyPX/+HFZWVnKhmzv5Q1xcXL7tRkREICIiIt/90dHRJXorWFkVE5Muep1eXgYl0k5+bRFR0T18+BBVqlQptfY1LSdLKyMB5iQVnSZnf365XxaPqTAfPnzAkSNHAABdunThTN0lzMzMDKGhoQgMDMTo0aNRq1YtzJs3D0OGDMn3hGNeRP2pZWdn4+jRowgLC0NUVBTevXuHpk2bYsmSJfDz85M5S+rl5YVp06bhxx9/LDBQ9fX1kZiYmO/+xMRE6OvrF7vvd+7cwciRI+Hm5oYBAwZIt2/ZsgV//fUXdu/eXeD709PT83yoNrdv6en5/8/r5+dX4Kx+Xl5eiIqKKuwQqBCKPKugrKg8nlVQRTv5tUVUFpXUAMLW9uP/Uzdu3MCKFStQo0YNTJo0CZUqVVJZm5qak6WZkQBzkopOk7M/v9wva8ek+LOkHweeadWWFvosKVC2nyctqZx8+fIlDh8+jISEBFhbW6Nbt2747bffsHv3bkyaNAmhoaFYvny5wo9KiDrwrFq1KhITE1GtWjWMGjUK/fv3l7ut5lOurq4yMyLlpWPHjlixYgU6d+4MNzc3mX2XLl3CypUr8cUXXxSr3/Hx8fDw8ICJiQl2794tneDgzZs3CAoKwqRJk1CjRo0C6zAwMMD79+/ltmdkZEj3ExGR+nn8+DF+/vlnVKlSBT/99BPmz5+PQYMGqaQtTczJspaRnIWTiKhwx44dg7e3N4yMjFCzZk08f/4co0aNwsGDB9GrVy94enpi8eLF6Nq1Kzw8PBASEoLq1asXWKeoz3h6eHjg2LFjePToERYsWFBgmAJAnz59Cn12ZdGiRdDX10ebNm3g5uaGgQMHYuDAgXBzc0Pr1q2l68YUVUpKCrp06YLk5GT8+uuvsLGxke5bvHgxMjMz4evri9jYWMTGxuLp06cAgKSkJMTGxiIzMxPAx9uF4uPj5abbf/78OQDI1EtEROpFEAScO3cOI0aMwKhRo9CyZUtR1u38L03LSWYkEamD3EmMOox4pNDVTiq+cePGwcPDA3FxcTh37hzu37+PadOmSddo1tPTw/Tp0/HPP/9AW1u70DwDRL7iuWXLFjGrA/BxKviYmBgsWLAAR44cwc6dOwF8XJ9szJgxmDp1apEXzc7IyICnpyfu3r2LEydOyK139vjxYyQlJcHFxUXuvfPnz8f8+fNx/fp1NGrUCI0aNcKGDRtw+/ZtmXouXboEAGjUqFGR+khERCXDwMAAs2bNwpAhQzBlyhTpOpvBwcFFzpn/0qSc1NSMLOy2PWWXfwDK9i17RER5iY+Px9ChQ1Ghwv9dp2zfvr10Saxc1tbW2LZtG6Kjowuts1gDz4IWii5I7nM1irK0tMSyZcuwbNmyIrWXl+zsbPj6+iI6OhqRkZFytycBwOjRo/HVV1/JbHvx4gWGDx+OgQMHonv37nBwcAAAdO/eHePGjcOaNWukPxBBELBu3TpUq1ZN4WnxiYiodNnY2GDbtm0YNWoUxo4di9q1a2PmzJkYPXq00hNaaGpOluWMLMnlH3hbLxFpqu7du2PevHkAgHr16iEuLg6LFi1Cjx498iyfV078V7EGnvb29krNZJQrOzu7SO29ePFCOmOevb19sc5AT5gwAVFRUfD09ERiYqLcYtgBAQFo0qQJmjRpIrM9t30XFxeZwK1evTrGjh2LkJAQZGVloXnz5ti/fz/Onj2L8PBwLoxNRKRmHj36OPh48eIFAODJkycy+62srLB9+3aEh4dj9uzZ2LBhA27duqVUG5qak8xIIiqPysrJohcvXqBTp07SxxsEQcCTJ0/QoEEDaZn69esXOFv4mjVrULVqVaxatQrx8fGoVq0a/P39MX369CL3q1gDz02bNhUpUJV18uRJTJkyRW6dr8aNGyM4OBidOnVSus4bN24AAA4cOIADBw7I7Q8ICFC6zuDgYFSpUgWhoaHYsmULnJ2dERYWhr59+ypdFxERqZajo6M0lCUSCdq1a5dvWYlEgjt37ijdhqbmJDOycIrPxPmRIrf18pZeItVSp1vxVTnINTc3x9u3b/Hw4UOZ7Tdv3pR+X9hMtPr6+tLHJsRSrIHnwIEDRepG/vbt2wcfHx9YWVlh8uTJqFWrFgDgn3/+wbZt29ClSxfs2rUr38u++Tlz5kyR+mNvby83OUKuChUqICgoCEFBQUWqm4iISk5ISAgA4O+//8bmzZsxffp00df11NScZEYSUXlUkrfiq1KFChXg5eWFFStW5LnfysoK48ePL+FeiTy5kCrMmDED9evXx9mzZ+XWVps2bRratGmDGTNmKD3wJCKi8i03dA8cOIAtW7ZgyJAhsLOzK+VeKY85qb7Kyh+xRKQcdbgjYsyYMdi5cyfi4+Pl9llYWMDZ2Vmp+sQg+sAzKSkJERERePDgAZKSkuTOfEokEmzcuFHh+h48eIDg4OA8F/Q2NjbG119/zbOnRKTRysozJZqqffv2uH79eokt6cGcJCIiVXNwcICVlZXcwFNHRwfDhg0rlT6JOvA8evQoevXqhbS0NBgbG+d5y5Kyz7rUqVNHOvFDXhISEqS3FRERESmrUqVKcHV1LZG2mJNERASUzB0RI0aMwOjRo6VrKgMfb7Pt37+/StvNT4XCiyhuwoQJqFq1Kv78808kJyfj4cOHcl8PHjxQqs5FixZh3bp1iIyMlNu3b98+hIaGYvHixWIdAhEREW7evInPP/8clStXhrW1NYYMGYKUlJRi18ucJCKikuLv7y83u3mdOnVgYmJSKv0R9Yrnv//+i5CQEJmpeotr1apVsLCwgLe3N2xsbFCzZk1pW3FxcahVqxZWrlyJlStXSt8jkUjyDGAiovKOt/UWLjMzEx4eHnByckJ4eDiSk5MxdepUpKenIzw8vFh1MyeJiKikGBkZoX79+nj69CmAj49fTJw4sdT6I+rA09nZGampqWJWiZiYGEgkEuli2rlrhGlra8PW1hYZGRn466+/ZN5TElPXE2kCDjKI8nfz5k3Ur18/z+1PnjzByZMnpYO45ORkzJw5s9htMieJiKgkTZ48GdHR0UhJSYGpqWmRlqEUi6gDz3nz5mHkyJHo27cv7O3tRakzN0Cp/OLgiTSdOq0bRv+nefPmGDx4MObNmyfzrGXlypUhkUhw//596cDz3r17oiy1wpwkUgyzn0gc7u7uqFKlClJSUtC5c2doaWmVWl+KNfAcPXq03DYLCwvUrVsXn3/+OWrUqCF3cBKJJN81ZYiIiErK5cuXMWbMGDg7O+O7775DYGAgKlSoAEdHR/Tq1Qve3t7o3LkzEhMTcfbsWaxfv17pNpiTRPJUsdQEwBNyRHmpUKECunXrhrVr15bK2p2fKtbAc/Xq1fnuO3jwYJ7bGahERKQOGjRogFOnTmHv3r2YOHEi1q9fj+XLl6Njx47YuXMnduzYgUuXLqFOnTpYsGABWrVqpXQbzEkqCSV5dbCk2uIaqETiGTVqFHbu3Fkqa3d+qlgDz5ycHLH6QURExaQOC1bn0qTb5Ly9vdGtWzcsWbIEX331FTp16oQlS5agT58+6NOnT7HqZk4SEVFpq1WrFhISEkq7G+I+4/n48WNYWFjAwMAgz/3p6el4+fKldAIEIioePjtIJA5dXV0EBQVh0KBBmDp1KurXr4+xY8di+vTpqFix8P9vFMWcpKIoqc96dTp5RUTiUodJ5URdx9PBwQH79u3Ld39UVBQcHBzEbJKIiKjIbt68ie+//x6BgYGYN28eUlJSsGXLFpw5cwanTp1C7dq1ERYWJlp7zElShdzbUjuMeKTQoFNT2iKiskXUK56CIBS4PysrCxUqiDrWpTKAV+3KBk26tVLd8Fmm0rFt2zYMHDgQjRs3Rp06dXDnzh3MnTsXERER8Pb2RnR0NMLDwzF16lSsXbsWK1asQLNmzYrVJnOSiIjKq2IPPN+8eYPk5GTp69evX+PxY/mBRHJyMnbs2AFra+viNklERFRs3333HYYPH441a9ZIt/3888+YM2cOvL29AQD+/v7o0aMHFixYAHd3d6SlpSndDnOSiIhIhIHnsmXLMGfOHAAf7x0eO3Ysxo4dm2dZQRAwb9684jYpFR8fj2nTpkEikWDjxo2i1UtEVFbx6ur/SU1NlXuW0s7ODqmpqTLbKlasiLlz52LIkCFFaoc5SUREJMLA84svvoCRkREEQcDkyZPh5+eHJk2ayJSRSCQwNDRE06ZNi32b0qdyn8VhoBLljYMMUoWysgbfwIEDMWfOHMTHx6NevXqIi4tDaGgoAgMD8yxvZ2dXpHaYk0RERCIMPN3c3ODm5gbg4zNePXv2RP369YvdMUU4OTnh4cOHJdIWERGVLQsXLkTNmjWxc+dOHD9+HNWqVUNwcDAGDBggajvMSSIiIpEnF5o9e7aY1RVKW1u7yGegiUhxnGKfyiKJRIJhw4Zh2LBhJdYmc5KIiMorUQeeAJCUlISIiAg8ePAASUlJcjP48XYfUhZvFyWisoQ5SURE5ZGoA8+jR4+iV69eSEtLg7GxMapUqSJXpiiLl96+fRubN28uMKRPnjxZ5H4TERGVBOYkERGVV6IOPCdMmICqVati7969aNCggSh1btu2DYMGDYKOjg5q166dZ0gXti4aERGVLFXeqfDu3TtMmzYNmZmZ0m1//vmnzKRADg4OmDRpkkraLw7mJBERlVeiDjz//fdfhISEiBamwMd11ho3bowjR47A3NxctHqJiEgz6ejoYMeOHUhISJDZvnbtWun37dq1U8uBJ3OSiIjKqwpiVubs7Cy3/llxxcXFYfDgwQxTIjWXe4Wrw4hHCi2dQVRUOjo6+PLLL/PdX6lSJUyePLkEe6Q45iQREZVXog48582bhzVr1iA2Nla0Ol1dXREXFydafUREpPkmTpwICwuLPPeZmZmhc+fOJdwjxTAniYiovBL1VtuTJ0/CwsICdevWxeeff44aNWpAS0tLpoxEIsGKFSsUrnPp0qXw8fFBly5d0Lp1azG7S0RUoLS0NBgZGQEA3r59C0NDw1LuEeVq0KABzMzM8PLlS7l9n332mVz2qAvmJBERlVeiDjxXr14t/f7gwYN5liksUL28vOS2mZiYoG3btqhXrx5sbW3zDOnIyMgi9rpsKck/lPlHORGVpgEDBmDGjBnIzs6WbrO0tMSECRNKsVcFY04SEVF5Jeqttjk5OYV+ffoHQl5iYmLw119/yXxlZGTA1tYWb9++xa1bt+T2//XXX0r188qVK/j222/h4uICQ0ND2Nraonfv3rh7967MsWzZsgVeXl6oUaMGDA0NUb9+fcybNw8ZGRl51rtx40bUrVsX+vr6cHZ2xqpVq5TqFxERKW7o0KGwsrKS2ZZ7NVFdMSeZk0RE5ZWoVzzFIOZzL/lZuHAhzp8/Dx8fH7i6uiI+Ph6rV69GkyZNcPHiRdSvXx/v3r3DoEGD0KpVK3zzzTewtLREdHQ0Zs+ejZMnT+LUqVMya62Fhobim2++Qc+ePTF+/HicPXsWo0ePxrt37zBlyhSVHxMRUXljZmYGJycn6fON2traGDx4cCn3SvWYk0REpIlUMvB8+PAhjhw5gkePPq7hZmdnhy5dusDBwUEVzSlt/Pjx2L59O3R1daXbfH190aBBAwQHByMsLAy6uro4f/68zPMyQ4cOhb29vTRUO3XqBABIT0/H9OnT4eHhgd27d0vL5uTkYO7cuRg2bFie66oREVHxjB8/HtevX8fbt29hZWWFQYMGlXaXFMKcZE4SEZU3og88J0yYgBUrViAnJ0dme4UKFTB27FgsXry4SPUePHgQhw8flp7ptbe3R9euXdGtWzel68pr8gVnZ2e4uLjg9u3bAABdXd08y/Xo0QOzZ8/G7du3pYF6+vRpvH79WmbxcgAYOXIkwsPDcejQIQQEBCjdTyKSJ9azxR0DHxdaJjvrnfT7rmOfFLpMzKk1tkXqCxWdh4cHzMzM8PbtWzg7O2vE4IU5+X+Yk0RE5YeoA88lS5Zg2bJl6NWrFyZMmCB9zub27dtYtmwZli1bhmrVqmHcuHEK15mcnIwePXrg999/h5aWFqytrQEAJ06cQGhoKNq2bYv9+/ejcuXKxeq7IAhISEiAi4tLgeXi4+MBQGa9tOvXrwMAmjVrJlO2adOmqFChAq5fv65xgco/yolIE+jo6KBdu3YIDw9X60mFcjEny05OEhGRckQdeP7000/w8vLCrl27ZLa3bNkSO3bsQEZGBkJDQ5UK1DFjxuDs2bNYuHAhRowYIb26kZaWhjVr1iAoKAhjxozB1q1bi9X38PBwPHv2DHPmzCmw3KJFi2BsbIwuXbpItz1//hxaWlqwtLSUKaurqwszMzNR11crbECo7GAQ4ICQiDTbxIkTsWPHDrVdu/NTzEnV5yQREaknUQeesbGxGDNmTL77v/zyS/z6669K1bl//34EBgZi4sSJMtsNDQ0xadIkPH78GD///HOR+pvrzp07GDlyJNzc3DBgwIB8y82fPx8nTpzAmjVrZM4cp6enyzwH8yl9fX2kp6cX2H5ERAQiIiLy3R8dHS2dPj8mpuC6hJz/mw3x5tFASCoUvpadl5eB3LbC2ilKW3m1o2hbyirqMalrOyXZVmm2o4gPHz5Iv/fx8YG2dtE+xvg7rl7t5NeWIlxdXXHq1Kki/y6UJOakvJLOyaIo7c/FsnZMzMmit1OSbWlyOyXZVmn/PmgSUVPa0tISf/75Z777//zzT1hYWChVp46ODmrXrp3v/jp16kBHR0epOj8VHx8PDw8PmJiYYPfu3fkuOr5z507MmDEDX3/9NUaMGCGzz8DAAJmZmXm+LyMjAwYGBf+i+Pn5wc/PL9/9Xl5eiIqKAqDYFc/fN3y8dav+l2sUuuIZlccVT0VvtVWmrbzaUbQtZRX1mNS1nZJsqzTbUaStj1f1jwAA0qotLfJVfXU6JrHa0uR2Pm0rr3UqC9OmTRuxu6MSzEl5JZ2TRaHun4titaXJ7ZRkW/x9UP92SrKt0minKDmpDkRdx9PHxwcbNmxAcHAw0tLSpNvT0tKwcOFCbNiwAb6+vkrV2bNnT/zyyy95rmv24cMH7Nq1Cz4+PkXqb0pKCrp06YLk5GT8+uuvsLGxybPc8ePH0b9/f3h4eGDdunVy+62trZGdnY0XL17IbM/MzMTr16/zrZeIiMoX5iRzkoiovBL1iufcuXNx48YNTJs2DbNmzZIGSVxcHD58+IAOHToU+mzIfwUEBODbb79F69atMWzYMNSsWRMAcO/ePaxfvx6ZmZnw9/fHtWvXZN7XpEmTAuvNyMiAp6cn7t69ixMnTqBevXp5lrt06RJ69OiBZs2aYdeuXXneytWoUSMAwB9//IGuXbtKt//xxx/IycmR7iciovKNOcmcJCIqr0QdeFasWBEnT55EZGSkzPpknTt3RteuXeHp6SmzmLQi3N3dpd9fuXJF+n5BEPIsIwgCJBJJnmd+c2VnZ8PX1xfR0dGIjIyEm5tbnuVu374NDw8P2Nvb4+DBg/neCtSxY0eYmppi7dq1MoG6du1aVKxYER4eHoodrIbR0qmIDiMelXY3iIg0BnOyfOUkERH9H5XMxNC9e3d0795dlLo2b94sSj2fmjBhAqKiouDp6YnExESEhYXJ7A8ICEBqaiq+/PJLJCUlYdKkSTh06JBMGScnJ2kQGxgYYO7cuRg5ciR8fHzw5Zdf4uzZswgLC8MPP/wAU1NT0Y+BqLziCQ8qC5iTzEkiovJG7acALGj2vKK6ceMGAODAgQM4cOCA3P6AgAC8fv0aT548AQBMnTo1z359egY4MDAQOjo6WLJkCaKiolCjRg0sW7aswNkLVYF/lBMRlS/MSSIi0gTFHngqO6uSRCJBZGRkcZvFgwcP8P79e+ni28o4c+ZMoWXs7e1lblNSxNChQzF06FCl+0NERGUXc/L/MCeJiMqvYg88Dx48CH19fVStWlWhAFL22ZWVK1fiwoUL2LFjh3TboEGDpGuSNW7cGIcPH5ZblJqIiEgdMCeJiIhEGHhWq1YNz549g7m5Ofr27Ys+ffqgatWqYvQNALBhwwZ06NBB+vro0aPYunUrhg8fjgYNGmDGjBn4/vvv8eOPP4rWJhERkViYk0RERCKs4/nkyROcPn0ajRs3xty5c1GjRg106tQJmzdvRmpqarE7+OjRI5nbhHbt2gUHBwesXbsWgYGB+Pbbb3H48OFit0NERKQKzEkiIiIRBp7Ax2naQ0NDER8fj927d8PMzAzffvstLC0t4e3tjd27d+P9+/dFqvu/tyUdO3YMXbp0kb62t7dHfHx8sfpPRESkSsxJIiIq70QZeObS0dFB9+7dsXPnTiQkJEhD1tfXF4sWLSpSnbVq1cK+ffsAfLx9KC4uTiZQnz59isqVK4vRfSIiIpViThIRUXmlkuVU3r9/j6NHjyIyMhLXr1+Hvr4+7O3ti1TXxIkT0bdvX1SpUgVpaWmoW7cuvvzyS+n+U6dOoVGjRuJ0nIiIqAQwJ4mIqLwRbeCZk5OD48ePIyIiAvv378e7d+/QqVMn/PTTT+jRowcMDQ2LVG+fPn1gZmaGw4cPo3LlyggMDIS29sduJyYmwtTUFP369RPrMIiIiFSCOUlEROVZsQeeFy5cwPbt2/HLL7/g9evXaNWqFebPn4/evXvD3NxcjD7i888/x+effy633dTUFHv37hWlDSIiIlVgThIREYkw8GzTpg0MDAzQtWtX+Pn5SW8Vevz4MR4/fpzne5o0aaJ0O2lpafjtt9/w6NEjAICdnR3c3d2LfIaYiIioJDAniYiIRLrVNj09HXv27Cn0rKogCJBIJMjOzlaq/lWrVmHGjBl4+/atzOx9lSpVwg8//IBvv/22SP0mIiIqCcxJIiIq74o98Ny8ebMY/cjXzz//jDFjxsDNzQ2jR4+WrlV2+/ZtrFq1CmPGjIGJiQmfXyEiIrXEnCQiIhJh4DlgwAAx+pGvpUuXol27djh58iS0tLSk211dXdGrVy989tlnWLJkCQOViIjUEnOSiIhI5HU8VeGff/6Bj4+PTJjm0tLSgo+PD/75559S6BkREVHpY04SEZEmUPuBp4mJCWJjY/PdHxsbC2Nj45LrEBERkRphThIRkSZQ+4Gnh4cHVq1ahR07dsjt27lzJ1avXg1PT89S6BkREVHpY04SEZEmEGVWW1UKDg5GdHQ0/P39MWHCBDg7OwMA7t27h/j4eNSpUwfBwcGl3EsiIqLSwZwkIiJNoPZXPC0sLHDt2jUsXboUDRo0QEJCAhISEtCgQQMsW7YMV69eFW0BbiIiIk3DnCQiIk2g9lc8AUBfXx9jxozBmDFjSrsrREREaoc5SURE6k7tr3gSERERERGRZtOIK55Hjx7Fxo0b8eDBAyQlJUEQBJn9EokE9+/fL6XeERERlS7mJBERqTu1H3iGhIRg6tSpsLKyQosWLdCgQYPS7hIREZHaYE4SEZEmUPuB54oVK9CxY0ccPnwYOjo6pd0dIiIitcKcJCIiTaD2z3gmJSWhV69eDFMiIqI8MCeJiEgTqP3As0WLFvjnn39KuxtERERqiTlJRESaQO0HnmvWrMHevXuxffv20u4KERGR2mFOEhGRJlD7Zzx9fX3x4cMH9OvXDyNGjED16tWhpaUlU0YikeDPP/8spR4SERGVHuYkERFpArUfeJqamsLMzAzOzs6l3RUiIiK1w5wkIiJNoPYDzzNnzqik3itXrmDr1q04ffo0YmNjYWZmhlatWmHevHmoVauWTNnbt29j3LhxOHfuHHR1deHh4YGlS5fCwsJCplxOTg4WL16MtWvX4vnz56hVqxaCgoLg5+enkmMgIiJSRU4yI4mISGxqP/BUlYULF+L8+fPw8fGBq6sr4uPjsXr1ajRp0gQXL15E/fr1AQBPnz5Fu3btYGJigvnz5+Pt27dYvHgx/vrrL1y+fBm6urrSOqdPn47g4GAMHToUzZs3R2RkJPr27QuJRII+ffqU1qESEREphRlJRERi04iBZ3Z2NsLCwnDo0CE8evQIAGBnZ4du3brB399f7lkWRYwfPx7bt2+XCUVfX180aNAAwcHBCAsLAwDMnz8faWlpuHr1KmxtbQF8nEHw888/x5YtWzBs2DAAwLNnz7BkyRKMHDkSq1evBgAMGTIE7u7umDRpEnx8fIrUTyIiosKInZPMSCIiEpvaz2qbkpKC//3vfxg8eDCOHTuGrKwsZGVl4fjx4xg0aBDatGmDN2/eKF1v69atZQIVAJydneHi4oLbt29Lt+3ZswfdunWTBioAdOrUCbVq1cKuXbuk2yIjI5GVlYXAwEDpNolEghEjRuDp06eIjo5Wuo9ERESFUUVOMiOJiEhsaj/wnD59Oq5evYpVq1bh5cuXuHbtGq5du4YXL15g9erV+OOPPzB9+nRR2hIEAQkJCTA3Nwfw8Qztixcv0KxZM7myLVq0wPXr16Wvr1+/DkNDQ9StW1euXO5+IiIisZVUTjIjiYioONR+4Llv3z4EBgYiMDAQOjo60u06OjoYMWIERowYgT179ojSVnh4OJ49ewZfX18AwPPnzwEA1tbWcmWtra2RmJiI9+/fS8taWVlBIpHIlQOAuLg4UfpIRET0qZLKSWYkEREVh9o/4/n69WvUrl073/116tRBYmJisdu5c+cORo4cCTc3NwwYMAAAkJ6eDgDQ09OTK6+vry8to6enJ/1vQeXyExERgYiIiHz3X7t2DV5eXgAAIwWPRxn/v2oZJdVOSbalye2UZFv8fRC3nZJsS5Pb+bSt+/fvq6iFsqkkcrI0MxJgTpa1Y2JOFr2dkmxLk9spybZKox1NzUm1H3jWrFkTUVFRMs+FfCoqKgpOTk7FaiM+Ph4eHh4wMTHB7t27pRMcGBgYAID0jO2nMjIyZMoYGBgoVC4vfn5+nE6eiIiKRNU5WdoZCTAniYjKArW/1TYwMBDHjh1D165dcezYMcTGxiI2NhZHjx6Fh4cHjh8/jm+//bbI9aekpKBLly5ITk7Gr7/+ChsbG+m+3FuAcm8n+tTz589hamoqPYNrbW2N+Ph4CIIgVw6ATL1ERERiUWVOMiOJiEgsan/FMzAwEC9evEBwcDCOHj0qs09HRwezZs3CiBEjilR3RkYGPD09cffuXZw4cQL16tWT2V+tWjVYWFjgjz/+kHvv5cuX0ahRI+nrRo0aYcOGDbh9+7ZMPZcuXZLuJyIiEpuqcpIZSUREYpII/z39qKZevXqFEydOyKxP1qlTJ+nsesrKzs6Gt7c3Dh8+jMjISHTt2jXPciNGjMDWrVvxzz//oEaNGgCAkydPolOnTli7di2++eYbAB8X0XZ0dMSwYcOka5QJggB3d3c8ePAAjx494hplRESkMmLmJDOSiIjEpjEDT7GNHTsWK1asgKenJ3r37i23PyAgAADw5MkTNG7cGJUrV8aYMWPw9u1bhISEoHr16rhy5YrMZAmTJ09GSEgIhg0bhubNm2P//v04dOgQwsPD0bdv3xI7NiIiouJgRhIRkegENfPo0SPh0aNHcq8L+1KWu7u7ACDfr0/dvHlT+OKLL4SKFSsKlStXFvz9/YX4+Hi5OrOzs4X58+cLdnZ2gq6uruDi4iKEhYUp/49QTJs3bxYACFeuXFF5G3l9TZkyRdT6z549K7c/JydHqF69ugBA8PDwKHZ7uX788UcBgNCiRQvR6hSE0jueT9tW5e9DSbelqp/Tp2JiYoSePXsKtra2gp6enmBjYyN06tRJWLlypajt3Lx5U/D39xdsbGwEXV1dwdraWujbt69w8+ZN0drI/bno6ekJT58+ldvv7u4uuLi4iNZO7peenp5gbW0tfPHFF8KKFSuEN2/eFLsNKpmcLMsZKQjMyeJgTqp/O4LAnFQWc7JkqN0znvb29pBIJEhPT4eurq70dWGys7OVaufMmTMKl3VxcZF7biYvFSpUQFBQEIKCgpTqiyabM2cOHBwcZLbVr19ftPr19fWxfft2tGnTRmb7b7/9hqdPn+Y5PX9xhIeHw97eHpcvX8a///6LmjVrilp/SR9PWaXqn9OFCxfQoUMH2NraYujQoahatSqePHmCixcvYsWKFRg1apQo7ezduxd+fn4wNTXF119/DQcHB8TGxmLjxo3YvXs3duzYgR49eojSFvBx9tHg4GCsWrVKtDrzkvu5kJWVhfj4eJw5cwZjx47F0qVLERUVBVdXV5W2X9aVRE4yI8XDnFQOc1IczMmiYU6qltoNPDdt2gSJRCJdBDv3NamnLl26oFmzZiqrv2vXrvjll1+wcuVKaGv/36/r9u3b0bRpU7x69Uq0th4+fIgLFy5g7969GD58OMLDwzF79mzR6gdK9njKqpL4Of3www8wMTHBlStXULlyZZl9L168EKWN+/fvo1+/fnB0dMTvv/8OCwsL6b4xY8agbdu26NevH2JiYuDo6ChKm40aNcJPP/2EoKAglc4i+t/PhaCgIJw6dQrdunWDl5cXbt++XejyGZQ/5qRmYU4qhzlZfMzJomNOqpbaLacycOBADBgwQBqiua8L+6Kyyc/PD69fv8bx48el2zIzM7F7927RnwkKDw9HlSpV4OHhgV69eiE8PFzU+oGSPZ6yqiR+Tvfv34eLi4tcmAKApaWlKG2EhITg3bt3WL9+vUyYAoC5uTlCQ0ORlpaGRYsWidIeAEybNg3Z2dkIDg4WrU5FdezYETNnzsSjR48QFhZW4u2XJcxJ+hRzkv6LOVl0zEnVUruBJ2mWlJQUvHr1SuZLTPb29nBzc0NERIR025EjR5CSkoI+ffqI2lZ4eDi8vb2hq6sLPz8/3Lt3D1euXBG1jZI8nrKqJH5OdnZ2uHr1Km7evClqvZ86cOAA7O3t0bZt2zz3t2vXDvb29jh06JBobTo4OKB///746aefEBcXJ1q9iurXrx8A4NixYyXeNlFpYU4qhzlZfMzJomNOqhYHnlQsnTp1goWFhcyX2Pr27Yv9+/cjPT0dwMcPVHd3d1Fvgbh69Sru3LkjDbU2bdqgevXqKjlLWBLHU1aV1M9p4sSJePfuHRo1aoTWrVtjypQpOHbsGLKyskSpPyUlBXFxcWjYsGGB5VxdXfH06VOkpqaK0i4ATJ8+HR8+fMDChQtFq1NR1atXh4mJCe7fv1/ibROVFuak8piTRcecLD7mpOpw4EnF8uOPP+L48eMyX2Lr3bs30tPTcfDgQaSmpuLgwYMquX3IysoKHTp0AABIJBL4+vpix44dSk9cVZiSOJ6yqqR+Tp9//jmio6Ph5eWFP//8E4sWLcKXX36JatWqISoqqtj15wZkpUqVCiyXu//NmzfFbjOXo6Mj+vXrh/Xr1+P58+ei1asoIyMjUf9AIFJ3zEnlMSeLjjlZfMxJ1eHAk4qlRYsW6NSpk8yX2CwsLNCpUyds374de/fuRXZ2Nnr16iVa/dnZ2dixYwc6dOiAhw8f4t9//8W///6Lli1bIiEhASdPnhStLUD1x1NWlfTPqXnz5ti7dy+SkpJw+fJlBAUFITU1Fb169cKtW7eKVXduUBYWLIoGr7JmzJiBDx8+lMozLG/fvhX9eIjUGXNSeczJomFOioc5qRpqN6stUV769u2LoUOHIj4+Hl26dMnzYfaiOnXqFJ4/f44dO3Zgx44dcvvDw8PxxRdfiNYeoNrjKatK4+cEALq6umjevDmaN2+OWrVqYdCgQfjll1+KNUOgiYkJrK2tERMTU2C5mJgYVKtWDcbGxkVuKy+Ojo4ICAjA+vXrMXXqVFHrLsjTp0+RkpIi+rT+RMScJOakmJiTqsGBJ2mEHj16YPjw4bh48SJ27twpat3h4eGwtLTEjz/+KLdv79692LdvH9atWyfqtNaqPJ6yqjR+Tv+VO/W5GLfedOvWDT/99BPOnTsnt14dAJw9exaxsbEYPnx4sdvKy4wZMxAWFlaiz7Bs27YNAPDll1+WWJtE5QVzkpiT4mJOio8DT9IIRkZGWLt2LWJjY+Hp6Slavenp6di7dy98fHzyvI3HxsYGERERiIqKgq+vr2jtqup4yqqS/jmdPn0a7du3l1sb8fDhwwCA2rVrF7uNSZMmISwsDMOHD8fvv/8OMzMz6b7ExER88803qFixIiZNmlTstvLi5OSEgIAAhIaGws7OTma9PFU4deoU5s6dCwcHB/j7+6u0LaLyiDlZvjEnxcecFB8HnqQxVLEOXVRUFFJTU+Hl5ZXn/latWsHCwgLh4eGiBiqgmuMpq0r65zRq1Ci8e/cOPXr0QJ06dZCZmYkLFy5g586dsLe3x6BBg4rdhrOzM7Zu3Qp/f380aNAAX3/9NRwcHBAbG4uNGzfi1atXiIiIgJOTU7Hbys/06dOxbds2/PPPP3BxcRGt3iNHjuDOnTv48OEDEhIScOrUKRw/fhx2dnaIioqCvr6+aG0R0f9hTpZfzEnVYE6KiwPPMkgQBACAlpZWKfdE/YWHh0NfXx+ff/55nvsrVKgADw8PhIeH4/Xr1zJn2zRFSf4+qKqtkv45LV68GL/88gsOHz6M9evXIzMzE7a2tggMDMSMGTNEe9bIx8cHderUwYIFC6QhamZmhg4dOmDatGmoX7++KO3kp2bNmggICMDWrVtFrXfWrFkAPj73Y2pqigYNGmD58uUYNGhQmZ0wgTQLc1JxzEnNaIc5qRrMSXFJhNz/C6jMWLlyJcaMGYN///1XpWeBSDOU5O8Df/eISBPws4o+VVK/D/y9o/KOy6mUQVeuXIGhoSHs7OxKuyukBkry94G/e0SkCfhZRZ8qqd8H/t5RecdbbcuQPXv24MyZMwgPD8eQIUNU/hA0qbeS/H3g7x4RaQJ+VtGnSur3gb93RB/xVtsyxMHBAampqejRoweWL18OQ0PD0u4SlaKS/H3g7x4RaQJ+VtGnSur3gb93RB9x4ElEREREREQqxWc8iYiIiIiISKU48CQiIiIiIiKV4sCTiIiIiIiIVIoDTyIiIiIiIlIpDjyJiIiIiIhIpTjwJCIiIiIiIpXiwJOIiIiIiIhUigNPIiIiIiIiUikOPImIiIiIiEilOPAkIiIiIiIileLAk4iIiIiIiFSKA08iIiIiIiJSKQ48iYiIiIiISKU48CQiIiIiIiKV4sCTiIiIiIiIVIoDTyIiIiIiIlIpDjyJiIiIiIhIpTjwJCIiIiIiIpUq8sAzJiYG33zzDerWrYtKlSrBwMAA9vb28Pb2xokTJ8TsIxERkUbJzMzE3LlzUbNmTejp6cHe3h5TpkxBWloa7O3tIZFIIJFIMHDgwNLuKhERUYko0sBz8eLFaNKkCUJDQ3Hnzh28ffsWGRkZePToEfbt24eDBw+K3U8iIo323XffQSKR4NWrV2pZH4knOzsb3bt3x6xZs3D//n1kZmbi0aNHWLRoET777DNkZGSUdheJSEGLFi1CnTp1kJOTU9pdEd26detga2uL9+/fl3ZX1A4zWzWUHnju378fkyZNQnZ2NgBAW1sbfn5++P777/HNN9/A2dlZ9E6S+tm1axckEgn27dsnt69hw4aQSCQ4ffq03D5bW1u0bt0aALBlyxbpWX+JRAJtbW1Uq1YNAwcOxLNnz2Te99+yn35NnTq1SMdw5coVfPvtt3BxcYGhoSFsbW3Ru3dv3L17V67s+/fvMWXKFNjY2MDAwAAtW7bE8ePH86xXkbJv377F7Nmz0blzZ5iamkIikWDLli0qPw5V9U+Zfx9NJebPrCC5v+t//PGH3L6cnBxYWFhg0aJFordL4lmzZg1+/fVX6Wt7e3sEBQVhyJAhuHr1KhISEkqxd+XDf/8/yn2tr68vly8A0L59e9SvXz/POiQSCc6dOyf3HkEQUKNGDUgkEnTr1k1u//379zF8+HA4OjpCX18fxsbG+N///ocVK1YgPT1dtHYUocznV3n4PFfUmzdvsHDhQkyZMgUVKvzfn8yK5q6y+VyQv//+Gz4+PnB0dETFihVhbm6Odu3a4cCBA3JlFf15Dxw4EJmZmQgNDVW6P+quJDKbea08bWXf8MMPP0i/19LSwm+//SYdSAAf/6EfP34sTu9IbbVp0wYAcO7cOfTo0UO6/c2bN7h58ya0tbVx/vx5dOjQQbrvyZMnePLkCfr06SNT15w5c+Dg4ICMjAxcvHgRW7Zswblz53Dz5k3o6+vnWfZT//1jQVELFy7E+fPn4ePjA1dXV8THx2P16tVo0qQJLl68KFPvwIEDsXv3bowdOxbOzs7YsmULunbtitOnT0v/LZQp++rVK8yZMwe2trZo2LAhzpw5U6RjUPY4VNU/Zf59NJWYP7Oiunz5Ml69egUPDw/88ssvJd4+KWbt2rXS742NjXH58mVYWFgAAFq1aoUhQ4aUVtfKvffv3yM4OBirVq1S+D36+vrYvn273GfZb7/9hqdPn0JPT0/uPYcOHYKPjw/09PTQv39/1K9fH5mZmTh37hwmTZqEv//+G+vXry92O4pS5vOrPHyeK2rTpk348OED/Pz8ZLYrmrvK5nNBHj16hNTUVAwYMAA2NjZ49+4d9uzZAy8vL4SGhmLYsGHSsor+vPX19TFgwAAsXboUo0aNgkQiUf4fSU2VdmZ/mtf0CUEJaWlpgkQiEQAIAISvvvpKmbdTGePg4CC0aNFCZtuvv/4qSCQSwc/PT/jyyy9l9m3fvl0AIERGRgqCIAibN28WAAhXrlyRKTdlyhQBgLBz507ptvzKFsf58+eF9+/fy2y7e/euoKenJ/j7+0u3Xbp0SQAghISESLelp6cLTk5Ogpubm8z7FS2bkZEhPH/+XBAEQbhy5YoAQNi8ebNKj0NV/VPm30eTFfdnNnv2bAGA8PLlywLLFfS7PnPmTMHOzk6p+qhkpaamSjMSgNz/g5mZmYK2trZ0/4ABA0qno2Xcf/8/yn3dqFEjQU9PT3j27JlMeXd3d8HFxSXPOry9vQVzc3MhKytLZv/QoUOFpk2bCnZ2doKHh4d0+4MHDwQjIyOhTp06QlxcnFzf7t27JyxfvrzY7ShD0c+vsvR5/vbt22LX4erqKgQEBMhtVzR3lcnnovjw4YPQsGFDoXbt2jLblcmrP/74QwAgnDx5stj9USclkdmK5rWi9ZUHSt1qm5SUBEEQpK//e+WJypc2bdrg+vXrMrcMnT9/Hi4uLujSpQsuXrwo80zE+fPnIZFI8L///a/Aetu2bQvg421KqtS6dWvo6urKbHN2doaLiwtu374t3bZ7925oaWnJnE3U19fH119/jejoaDx58kTpsnp6eqhatWqJHoeq+qfMv48yUlNTMWPGDNSqVQsGBgYwNTWFm5sboqOji1RfcYn5M8v16NEj1KxZE/Xr11fo9stDhw4VePY0v/rOnDmDZs2aQV9fH05OTggNDZU+b0LiSklJkXltbW0t81pHRwdmZmYl2SX6xLRp05CdnY3g4GCF3+Pn54fXr1/L3G6amZmJ3bt3o2/fvnLlFy1ahLdv32Ljxo1yP38AqFmzJsaMGVPsdpSh6OdXcT7PT58+ne8jONu3b4dEIpH5/H727BkGDx4MKysr6OnpwcXFBZs2bZJ536NHjxAYGIjatWvDwMAAZmZm8PHxQWxsrEy53M+zW7duoW/fvqhSpYr06mxqairGjh0Le3t76OnpwdLSEp9//jmuXbtW4L/Fw4cPERMTg06dOsntUzR3lcnnotDS0kKNGjWQnJwss12ZvGratClMTU0RGRlZ5H6oW14DpZ/ZheV1fvWV9bxW6lbbKlWqQCKRSAefDx8+VEmnSDO0adMG27Ztw6VLl9C+fXsAHweXrVu3RuvWrZGSkoKbN2/C1dVVuq9OnTqF/tGVGyhVqlSR25eSkiL3YLa5uXnxD+b/EwQBCQkJcHFxkW67fv06atWqBWNjY5myLVq0AADcuHEDNWrUULqsKuV1HKrqnyrqFAQBX3zxBf7++2+MGDECtWvXRlJSEv744w9UqlRJqboAICsrS25AkB9TU1OZZ3lU5f79++jYsSNMTU1x/PjxQn+P4+Pjcf36dcyZM0ep+q5fv47OnTvD2toa33//PbKzszFnzhzprZ8kLhMTE5nXL168kHmdlZWF169fl2SX6BMODg7o378/fvrpJ0ydOhU2NjaFvsfe3h5ubm6IiIhAly5dAABHjhxBSkoK+vTpg5UrV8qUP3DgABwdHWUeQ1KEsu2oQnE+z9u3b48aNWogPDxc5hEcAAgPD4eTkxPc3NwAAAkJCWjVqhUkEgm+/fZbWFhY4MiRI/j666/x5s0bjB07FsDHZyQvXLiAPn36oHr16oiNjcXatWvRvn173Lp1CxUrVpRpx8fHB87Ozpg/f770b9VvvvkGu3fvxrfffot69erh9evXOHfuHG7fvo0mTZrk+29x4cIFACiwzKfyy92ilstPWloa0tPTkZKSgqioKBw5cgS+vr5FqitXkyZNcP78+SK9tzzkNaBcZheW1/nVVx7yWqmBZ8WKFdG0aVPpQ7QHDx7EpUuX0LJlS2kZQRDw+PFj2NnZidtTUjufPufZvn17fPjwAZcuXcKAAQPg5OQEKysrnDt3Dq6urkhNTcVff/2FwYMHy9WTO5jMyMjApUuX8P3330NPTy/PSRTyOvP46VX44goPD8ezZ89kPiyeP3+e51nr3G1xcXFFKqtKeR2HqvqnijqvXbuGixcvYs+ePfD29lb6/f/13+eNC/Lw4UPY29sXu82C3LlzB5999hmqVauGo0eP5nmS5b8OHz4MfX19dOzYUan6Zs+eDS0tLZw/f176R3bv3r1Rt25d8Q6IpIyMjFCvXj3cunULwMez3ikpKdIB6c8//4wPHz6UZhfLvenTp+Pnn3/GwoULsWLFCoXe07dvXwQFBSE9PR0GBgYIDw+Hu7u73MD1zZs3ePbsGbp3716kvinajqoU5/NcIpEgICAAS5culfmdf/nyJY4dO4bp06dLy06fPh3Z2dn466+/pCejv/nmG/j5+eG7777D8OHDYWBgAA8PD/Tq1UumHU9PT7i5uWHPnj3o16+fzL6GDRti+/btMtsOHTqEoUOHYsmSJdJtkydPLvTf4s6dOwAUv7svv9wtarn8TJgwQToZUIUKFeDt7Y3Vq1cXqa5cjo6O2LZtW5HeW9bzGlA+swvK64LqKw95rfTkQtOnT5eeyfrw4QPatm0LHx8f1KlTBy9evMDp06fRqVMnLF++XOy+kpqpW7cuzMzMpLPw/fnnn0hLS5Oe5W3dujXOnz+PwMBAREdHIzs7O8+JCf47mLS3t0dYWBiqV68uV/bHH39ErVq1VHA0Hz8IRo4cCTc3NwwYMEC6PT09Pc9JHXInPvr0VmNlyqpKfsehqv6pos7KlSujQoUKOHLkCBo2bAgTExOYmJhAR0dH6bqAj3+MKDoro9i35vzXzZs34evri5o1a+LIkSNyVxbyc/jwYXTo0AEGBgYK15ednY0TJ06gR48eMn+41qxZE126dMlzNkQqvm+++QajR48GALx+/RrNmzeHj48PXrx4oZKZkEk5jo6O6NevH9avX4+pU6fmOdD6r969e2Ps2LE4ePAgOnfujIMHD+Z5BfLNmzcAUKQrPcq0oyrF/Tzv378/FixYgN27d+Prr78GAOzcuRMfPnxAQEAAgI8ni/fs2YPevXtDEASZu5i+/PJL7NixA9euXcP//vc/mc+7rKwsvHnzBjVr1kTlypVx7do1uYHnN998I9enypUr49KlS4iLi1NqAP/69Wtoa2vDyMio0LIF5W5RyhVk7Nix6NWrF+Li4rBr1y5kZ2cjMzOzSHXlqlKlCtLT0/Hu3Tu5q8iFKct5DRQts/PL64LqKy95rfTA86uvvsKiRYsQFBSE7OxsZGVlyZ1dyuuqFJU9EokErVu3xu+//46cnBycP38elpaWqFmzJoCPA8/cs3C5t3DkNfDMHUympKRg06ZN+P333/Odva9FixZo1qyZ6McSHx8PDw8PmJiYSJ9xyWVgYJDnGle5a/F9+sGiTFlVKOg4VNU/VdTp5OSE9evXY+TIkdiwYQMA4NatWzJn/V6+fImBAwfizJkzqF69OtasWYPPPvssz/qqVKmiNp9Lnp6esLKywtGjRxX6gwb4+AfX8ePHsWDBAqXqe/HiBdLT06X/T34qr20kjsDAQBw6dAhHjx4FANy7dw/z588HADRr1gxPnjyRPs9TUreJkawZM2Zg27ZtCA4OVuiqp4WFBTp16oTt27fj3bt3yM7OlrsSB0D6R2RqamqR+qVoO6pS3M/zOnXqoHnz5ggPD5cOPMPDw9GqVSvpZ87Lly+RnJyM9evXy83smyv3FvX09HQsWLAAmzdvxrNnz2TucMrrdsy8rk4uWrQIAwYMQI0aNdC0aVN07doV/fv3h6OjY4HHoqjCclfZcoWpU6cO6tSpA+DjQP+LL76Ap6cnLl26VOTnAHP/XYvy/rKc14DymV1QXhdUX3nJ6yIl3qRJk3D16lUMGzYMtWvXRsWKFaGnp4dq1arB09OTUweXI23atEFKSgr++usv6fOduVq3bo1Hjx7h2bNnOHfuHGxsbPL8oG/RogU6deqEnj17IioqCvXr10ffvn3x9u3bEjmGlJQUdOnSBcnJyfj111/lzohaW1vj+fPncu/L3fZpeWXKKuLMmTP5rl/637sKCjsOVfRPVXX++OOPGDduHCZPnoyoqCgcP35c7kr3yJEjUbVqVbx8+RIhISHo3bs3EhMT86wvMzMT8fHxCn3lrlGsKj179sT9+/cRHh6u8HvOnTuHN2/eoGvXrqLUR6qlpaWFyMhIfP/993B0dISOjg5q1KiB8ePH48SJE9KrYkDez7KT6jk6OiIgIADr16/P8/MrL3379sWRI0ewbt06dOnSBZUrV5YrY2xsDBsbG9y8ebPIfVOkHVUR4/O8f//+0iVg7t+/j4sXL0qvdgKQTjoYEBCA48eP5/mVOwnhqFGj8MMPP6B3797YtWsXjh07huPHj8PMzExm8sJceQ2Me/fujQcPHmDVqlWwsbFBSEgIXFxccOTIkQKPw8zMDB8+fCjwJIIiuatIOWWy/r969eqFK1euFGlt0FxJSUmoWLFikU4Ul+W8BpTP2ILyuij1lTVKX/HM1bBhwzK54Cwp59PnPM+fPy+dEAD4OFOanp4ezpw5g0uXLuX7P+GntLS0sGDBAnTo0AGrV6/G1KlTVdV1AB/P4np6euLu3bs4ceIE6tWrJ1emUaNGOH36NN68eSNzi8WlS5ek+4tSVhHNmjXD9evX89xXrVo1pY5DFf1TRZ1Pnz7FuHHjsHbtWukZ8/96+/Yt9u/fjwcPHqBixYrw8vJCgwYNEBkZiUGDBsmVv3Dhgto8MxISEgJtbW0EBgaiUqVKCs1WeejQIdSrVy/PfhVUn6WlJfT19fHvv//KvS+vbSSenJwczJo1C7NmzZLZvm/fPpnbFXMnbaGSN2PGDISFhWHhwoUKle/RoweGDx+OixcvYufOnfmW69atG9avX4/o6GjpZDrKULQdVRDj87xPnz4YP348IiIikJ6eDh0dHZnJbywsLFCpUiVkZ2cXemVr9+7dGDBggMzzmRkZGXKzuBbG2toagYGBCAwMxIsXL9CkSRP88MMP0kmc8pJ7VfHhw4fSSRI/pWjuKlJO0azPS+7niaIT8uTl4cOHRXqOsKznNaB8ZheU1wXVV17yusgDTyIA0imfcx+W//SKp56eHpo0aYIff/wRaWlpCi883b59e7Ro0QLLly/H2LFjpc+WiC07Oxu+vr6Ijo5GZGRkvn8g9OrVC4sXL8b69esxceJEAB8XId+8eTNatmwpM8OfMmUVYWRkVGjQK3ocquifKur8888/kZWVBScnp3zL3Lt3D0ZGRjLPATdo0AB///13nuXV6ZkRiUSC9evXSxcCNzIygpeXV4HvOXz4cJ6TbRVWn5aWFjp16oT9+/fLPN/077//Fnq2n4rnyy+/hLm5OTp27AhbW1u8e/cOly5dkrm10NHREV999VXpdbKcc3JyQkBAAEJDQ2FnZwdt7YL/JDIyMsLatWsRGxsLT0/PfMtNnjwZ4eHhGDJkCE6dOgUrKyuZ/ffv38fBgwfzXFJFmXZUQYzPc3Nzc3Tp0gVhYWHIyMhA586dZWYA1dLSQs+ePbF9+3bcvHkT9evXl3n/y5cvpbN4amlpyU0guGrVKoWvdGVnZ+Pt27cys01bWlrCxsYmz1uKP5WbpX/88YfcwFPR3FW0nCJZ/+LFC1haWspsy8rKws8//wwDA4N8B76KuHbtGvz9/ZV+X1nPa0D5zC4orwuqr7zkNQeeVCy6urpo3rw5zp49Cz09PTRt2lRmf+vWraVnKhUdeAIfb+f28fHBli1b8pwsoCASiQTu7u44c+ZMgeUmTJiAqKgoeHp6IjExEWFhYTL7c28NatmyJXx8fBAUFIQXL16gZs2a2Lp1K2JjY7Fx40aZ9yhTdvXq1UhOTpbOEnjgwAE8ffoUwMfbi/67LENxj0NV/VOmTqDwn0+dOnWgo6ODfv36YdiwYahWrRpevnyJ33//HfPnz0fDhg3x9u1buQf8jY2N812mQqxnRsT6mVWoUAFhYWH46quv0Lt3bxw+fDjf2e8ePnyI27dvY+3atUWq77vvvsOxY8fwv//9DyNGjEB2djZWr16N+vXr48aNG0ocPSkjMzMT+/bty3NNQwCwtbVFVFRUvs+zU8mYPn06tm3bhn/++Ueh5S0UmRDGyckJ27dvh6+vL+rWrYv+/fujfv36yMzMxIULF/DLL79g4MCBxW4HUDzvAMU+v5T9PM9P//79pc+mzp07V25/cHAwTp8+jZYtW2Lo0KGoV68eEhMTce3aNZw4cUJ6G2a3bt2wbds2mJiYoF69eoiOjsaJEycUXgs3NTUV1atXR69evdCwYUMYGRnhxIkTuHLlisxV1Lw4Ojqifv36OHHihNyM/IrmrjL5XJjhw4fjzZs3aNeuHapVq4b4+HiEh4fjzp07WLJkidzzh4rm1dWrV5GYmJjnTMyanNdAyWe2InldUH3lIq8FomIKCgoSAAitW7eW27d3714BgFCpUiXhw4cPMvs2b94sABCuXLki977s7GzByclJcHJyEj58+FBg2U+lpqYKAIQ+ffoU2m93d3cBQL5fn0pPTxcmTpwoVK1aVdDT0xOaN28u/Prrr3nWq2hZOzu7fNt++PBhof0vynGoqn+K1qnozycqKkpo1aqVULFiRUFPT09wcnIS/P39hfT0dEEQBOHatWtClSpVZN7z7bffChMmTCjsn6tYivMzmz17tgBAePnypXTbu3fvBHd3d8HIyEi4ePGiIAiCsGnTJgGAcO3aNUEQBGH16tWCiYmJkJWVVaT6BEEQTp48KTRu3FjQ1dUVnJychA0bNggTJkwQ9PX1i/tPQvnYunWr0K1bN6FGjRpCxYoVBR0dHcHCwkLo0KGDsHTpUiE1NbW0u1im/TczCsqQAQMGCAAEFxeXAuvIj52dneDh4SG3/e7du8LQoUMFe3t7QVdXV6hUqZLwv//9T1i1apWQkZFR7HaUybvc9yvy+aVM3uXn/fv3QpUqVQQTExPp5/Z/JSQkCCNHjhRq1Kgh6OjoCFWrVhU+++wzYf369dIySUlJwqBBgwRzc3PByMhI+PLLL4U7d+4IdnZ2woABA6Tl8vo8zO3HpEmThIYNGwqVKlUSDA0NhYYNGwpr1qxR6DiWLl0qGBkZCe/evZPZrmjuKpvPBYmIiBA6deokWFlZCdra2kKVKlWETp06CZGRkXmWV/TnPWXKFMHW1lbIycmReb+m57UgqD6zFc1rResThLKf1xx4Uply6NAhQSKRCDExMaXdFcqDWD+f1NRUQUdHR3j69Kl0W/v27YVNmzYVt4ulbsWKFQIA4d9//xUEQRC6dOki+Pj4iN5O9+7dhZo1a4peLxGVDHXOu6ysLMHCwkIYPHhwaXelWJKTkwVTU1Nhw4YNpd0VlcjIyBCqVq0qLF++XG4f87pwzGvlqeU87s2aNcOKFSsQHx9f2l0hDXP69Gn06dMHDRo0KO2uUB7E+vkYGRmhe/fumD17NtLT03Hw4EHExMQUedF2dXLlyhUYGhrCzs4OwMdnnseNG1esOv+79t69e/dw+PBhtG/fvlj1UulhTpI6593+/fvx8uVL9O/fv7S7UiwmJiaYPHkyQkJC8pxFV9Nt3rwZOjo6eT7SxLwuHPNaeRJB+M9T22qgRo0aePbsGbS0tNCxY0f4+/vD29tb4TXviKjse/nyJQYMGCCzLpg6rf2lrD179uDMmTP48ccfMWTIkHzXtysKa2trDBw4EI6Ojnj06BHWrl2L9+/f4/r163B2dhatHSo5zElSR5cuXUJMTAzmzp0Lc3NzXLt2rbS7RGqAea24Mp/XpX3JNT9nzpwRhg0bJpiZmQkSiUSoWLGi4OvrK0RFReV577SyLl++LIwcOVKoV6+eULFiRaFGjRqCj4+P8M8//8iV3blzp9CyZUvBxMREMDU1Fdq1ayccPHhQrlx2drawcOFCwd7eXtDT0xMaNGggbN++vdh9JaKyz97eXjAzMxOGDBkivH37VtS6Bw4cKNjZ2Ql6enqCsbGx8OWXXwpXr14VtQ0qearMSWYkFcWAAQMELS0toWnTpsJff/1V2t0hUgnmddGp5RXPT3348AFHjhzB9u3bceDAAaSnp6NKlSrw8fFB37590bZt2yLV26tXL5w/fx4+Pj5wdXVFfHw8Vq9ejbdv3+LixYvS6b1XrVqF0aNHw8PDA926dUNGRga2bNmCP//8E3v27IG3t7e0zqCgIAQHB2Po0KFo3rw5IiMjcejQIURERKBPnz6i/HsQERF9ShU5yYwkIiLRlfbIVxlpaWlCWFiY0LVrV0FXV1eoUKGCYGdnJwQFBSld1/nz54X379/LbLt7966gp6cn+Pv7S7c5OzsLzZs3l5ntKyUlRTAyMhK8vLyk254+fSro6OgII0eOlG7LyckR2rZtK1SvXl1uRlciIiKxiZWTzEgiIhKbWk4ulJ+KFSvC398fhw4dwpMnT+Dl5YXHjx9j4cKFStfVunVr6OrqymxzdnaGi4sLbt++Ld325s0bWFpaQiKRSLcZGxvDyMgIBgYG0m2RkZHIyspCYGCgdJtEIsGIESPw9OlTREdHK91HIiIiZYiVk8xIIiISm0YNPAHg4sWLGD16NBo2bIjIyEjo6+tLFykuLkEQkJCQAHNzc+m29u3b49dff8WqVasQGxuLO3fuYOTIkUhJScGYMWOk5a5fvw5DQ0PUrVtXps4WLVpI9xMREamaqnKSGUlERMWhXdodUMTt27cRHh6OHTt24OHDh5BIJOjQoQMWLFiAnj17olKlSqK0Ex4ejmfPnmHOnDnSbStXrsSrV68wevRojB49GgBgbm6OkydPws3NTVru+fPnsLKykjnrC3ycnQoA4uLi8m03IiICERER+e4/deoUZyokonLDzMwMf//9d2l3Q6OURE6WVkYCzEkiok9pak6q7cDzyZMniIiIwPbt2/HXX39BEAQ0btwYISEh8PPzk4aVWHLP0rq5uWHAgAHS7RUrVkTt2rVRvXp1dOvWDampqVi2bBm8vb1x9uxZ1KxZE8DHdXf09PTk6tXX15fuz4+fnx/8/Pzy3e/l5YWoqKiiHhoRkUbx8vIq7S5ohJLMydLMSIA5SUT0KU3NSbUceLZr1w4XLlxATk4O7O3tERQUBH9/f7lbdMQSHx8PDw8PmJiYYPfu3dDS0pLu8/Hxgba2Ng4cOCDd1r17dzg7O2P69OnYuXMnAMDAwADv37+XqzsjI0O6n4iISAwlmZPMSCIiEoNaDjxv376NYcOGwd/fH//73/9U2lZKSgq6dOmC5ORknD17FjY2NtJ9Dx48wK+//iq3MKypqSnatGmD8+fPS7dZW1vj9OnTEARB5lai58+fA4BMvURERMVRUjnJjCQiIrGo5eRCz58/x5o1a/C///0PL1++LLT8lStXitRORkYGPD09cffuXRw8eBD16tWT2Z+QkAAAyM7OlntvVlYWPnz4IH3dqFEjvHv3Tma2PwC4dOmSdD8REZEYSiInmZFERCQmtRx4amv/34XYzz77DElJSfmWPX36NDp16qR0G9nZ2fD19UV0dDR++eUXmUkQctWsWRMVKlTAzp07IQiCdPvTp09x9uxZNG7cWLqte/fu0NHRwZo1a6TbBEHAunXrUK1aNbRu3VrpPhIREeVF1TnJjCQiIrGp5a22n3r37h0+//xznDx5EiYmJjL7Dh48CB8fnzwDsTATJkxAVFQUPD09kZiYiLCwMJn9AQEBsLCwwODBg7FhwwZ89tln8Pb2RmpqKtasWYP09HQEBQVJy1evXh1jx45FSEgIsrKy0Lx5c+zfvx9nz55FeHi4zDMxREREYlFFTjIjiYhIdIKai42NFWxtbYVWrVoJqamp0u0RERGCjo6O4OHhIaSnpytdr7u7uwAg369cWVlZwqpVq4RGjRoJRkZGgpGRkdChQwfh1KlTcnVmZ2cL8+fPF+zs7ARdXV3BxcVFCAsLK9qBf8LT07PYdRARaQp+5ilHFTmpSRkpCPydIaLyRVM/8ySC8Mn9MWrq/v37cHd3h6OjI3799VeEhYUhMDAQvXr1QlhYmMwtR2URp4knovKEn3nKY07yd4aIyg9N/czTiCRycnLCiRMn0L59ezRq1Aj379/H4MGDsX79ernFqImIiMob5iQREak7tRt4JiYm5rnd0tISO3fuhKenJwYMGIDg4GCZyRRMTU1LqotERESlhjlJRESaSO0Gnubm5gWenRUEAVu3bsXWrVtltuc1nTsREVFZw5wkIiJNpHYDz1mzZvG2ICIionwwJ4mISBOp3cDzu+++K+0uEBERqS3mJBERaaIKpd0BIiIiIiIiKts48CQiIiIiIiKV4sCTiIiIiIiIVIoDTyIiIiIiIlIpDjyJiIiIiIhIpTjwJCIiIiIiIpXS+IHn48eP8ebNm9LuBhERkVpiThIRkTrQ+IGnvb09bGxsMHXqVCQmJpZ2d4iIiNQKc5KIiNSBxg88+/fvjy5dumDLli1wdHQs7e4QERGpFeYkERGpA+3S7kBxbdmyRfr9rVu3Sq8jVCakpaXByMgIAPD27VsYGhqWco+IiIqHOUlEROpA4694fqpevXql3QUiIiK1xZwkIqLSIvoVz+zsbBw9ehQPHjxAUlISBEGQ2S+RSDBz5kyxmyUiItIIzEkiIiqPRB14/vHHH+jZsyeePn0qF6S5CgtUBwcHSCQSpdqVSCS4f/++Uu8hIiIqacxJIiIqr0QdeAYGBiI9PR379+9H27ZtUblyZaXrcHd3VzpQiYiINAFzkoiIyitRB54xMTH44Ycf4OnpWeQ6Pp0EgUhMHQMfF1omO+ud9PuuY59AS6digeVPrbEtdr+IqPxgThIRUXkl6uRC1atXz/fWISIiIlVISUlBnTp1SrsbCmFOEhFReSXqFc8pU6Zg8eLFGDZsGIyNjcWsGllZWbhz5w5SUlKQk5Mjt79du3aitkdERJphy5YtuHfvHu7fvw8nJ6fS7k6BmJNERFReiTrwTE1NhZGREWrWrIk+ffqgRo0a0NLSkikjkUgwbtw4hevMyclBUFAQ1qxZg3fv3uVbLjs7u8j9JiIizbVhwwbk5ORg+fLlWLVqVWl3p0DMSSIiKq9EHXhOnDhR+v3q1avzLKNsoM6fPx8hISEYPnw42rRpg379+mHhwoWoXLky1qxZA4lEgkWLFhW770REpHnu3r2LFy9eAAAOHTqEFStWoEIF9V2imjlJRETllagDz4cPH4pZHYCPt1D17t0ba9euxevXrwEATZs2RceOHTFgwAC4ubnh1KlT6NSpk+htExGRelu6dKl04JmYmIjTp0/js88+K+Ve5Y85SURE5ZWoA087OzsxqwMAPH36FJMnTwYA6OnpAQAyMjIAALq6uggICMDSpUsxf/580dum8kdLpyI6jHhU2t0gIgVkZ2fj6NGj0tcpKSlYtGiRWg88mZNERFReqe/9SP+fmZkZ3r59CwAwMjKCsbExHjx4IFMmKSlJ6XqvXLmCb7/9Fi4uLjA0NIStrS169+6Nu3fvypXNycnB2rVr0ahRIxgYGMDMzAwdO3bEn3/+KVdu0aJFcHBwgL6+PlxdXREREaF034iIqHDHjx9HYmKizLZbt24hNTW1lHpUOlSRk8xIIiISm6hXPIGPa5StWrUK165dy3NmPYlEgvv37ytcX+PGjXHlyhXp6w4dOmD58uVo3LgxcnJysHLlSjRs2FDpfi5cuBDnz5+Hj48PXF1dER8fj9WrV6NJkya4ePEi6tevLy07ePBghIeHo3///vj222+RlpaG69evS2/vyjV9+nQEBwdj6NChaN68OSIjI9G3b19IJBL06dNH6T4SEVH+Fi9ejDdv3shsS0hIwLZt2xAYGFhKvSqcJuQkM5KIiMQmEURcUOzMmTPo3LkzqlSpgmbNmuHQoUPo2LEjMjIyEB0dDRcXFzRt2hSbN29WuM6oqChs2bIFERER0NPTw61bt9CuXTskJSVBEARUqVIFhw4dQqtWrZTq64ULF9CsWTPo6upKt927dw8NGjRAr169EBYWBgDYtWsXfH19sXfvXvTo0SPf+p49ewYHBwcMGzZMOmGEIAhwd3fHw4cPERsbKzdzoaK8vLwQFRVVpPfS/+kY+Fj0Ok+tsRW9TqLyTpHPvJSUFLi4uODZs2dy+1xdXeWutqkLTclJTcpIgDlJROWLpn7miXqr7axZs+Do6Ih//vlHGprTpk3DuXPncOHCBTx9+hS9e/dWqk4vLy/s3btX+txKvXr1cP/+fezduxdRUVG4d++e0oNOAGjdurVMoAKAs7MzXFxccPv2bem2pUuXokWLFujRowdycnKQlpaWZ32RkZHIysqSOcsukUgwYsQIPH36FNHR0Ur3kYiI8rZlyxa5K2q5EhIS5G41VReakpPMSCIiEpuoA89r167h66+/hrGxsfTMZe66YS1btsTw4cMxc+bMYrdjYmKC7t27o1u3bjA1NS12fbkEQUBCQgLMzc0BAG/evMHly5fRvHlzTJs2DSYmJjAyMoKjoyN27dol897r16/D0NAQdevWldneokUL6X4iIhLHhg0bkJWVlee+hIQELF++vGQ7pCBNzklmJBERFYeoz3hqa2ujUqVKAIDKlStDR0dH5oy0o6Mjbt26VWAdjx9/vB3S1tZW5nVhcssXR3h4OJ49e4Y5c+YAAO7fvw9BELBjxw5oa2tj0aJFMDExwYoVK9CnTx8YGxujc+fOAIDnz5/DysoKEolEpk5ra2sAQFxcXLH7R0REHwc8L1++hIODg3RbQkICrKysAHwcIF26dKm0ulcgTc5JZiQRERWHqAPPmjVr4t69ewA+3kJTp04d7Nu3D/7+/gA+Lu5dtWrVAuuwt7eHRCJBeno6dHV1pa8Lk3vGuKju3LmDkSNHws3NDQMGDAAA6SyBr1+/xsWLF9GyZUsAH29rcnBwwLx586Shmp6eLr3N6VP6+vrS/fmJiIgocGa/6OhoeHl5Fe3ASComJv+fQVF5eRmIXicRFczY2Bjx8fEy27p3747IyMhS6pHiNDUnSzMjAeYkEVFZIOrAs2vXrti0aRMWLFgAbW1tjB8/HoMGDYKzszOAj2dHFyxYUGAdmzZtgkQigY6OjsxrVYqPj4eHhwdMTEywe/du6e1PBgYfBxUODg7SQAU+Tlfv6emJsLAwfPjwAdra2jAwMMD79+/l6s5dSy23rrz4+fnBz88v3/2a+gCxulHF5EJRnFyISHRleQChiTlZ2hkJMCeJiD6lqTkp6sBz5syZGDNmjDSUBgwYAC0tLezZswdaWlqYPn06Bg4cWGAd/91fWPniSklJQZcuXZCcnIyzZ8/CxsZGui/3+9zbtz5laWmJrKwspKWlwcTEBNbW1jh9+jQEQZD5A+D58+cydRERUfmlaTnJjCQiIrGIOrmQjo4OzMzMZEIlICAA+/btw+7du4sUjoMHDy7wWZ3Lly9j8ODBRekuMjIy4Onpibt37+LgwYOoV6+ezH4bGxtUrVo1z+n64+LioK+vL31Wp1GjRnj37p3MbH8ApH1v1KhRkfpIRERlhyblJDOSiIjEJOrAM9f79+8RHR2NyMhIvHr1qlh1bdmypcCFtB8+fIitW7cqXW92djZ8fX0RHR2NX375BW5ubnmW8/X1xZMnT3D8+HHptlevXiEyMhIdO3ZEhQof/wm7d+8OHR0drFmzRlpOEASsW7cO1apVQ+vWrZXuIxERlU3qnpPMSCIiEpuot9oCwMqVK/Hdd98hJSUFAHD8+HF07NgRr169Qp06dbBo0aIiX6HMS1xcXKHPhuRlwoQJiIqKgqenJxITE6WLYecKCAgAAAQFBWHXrl3o2bMnxo8fDxMTE6xbtw5ZWVmYP3++tHz16tUxduxYhISEICsrC82bN8f+/ftx9uxZhIeHF2thbCIiKjs0ISeZkUREJDZRB56bN2/G2LFj0adPH3zxxRcywWlubo6OHTtix44dhQZqZGSkzOyE69evx4kTJ+TKJScn48SJE2jevLnSfb1x4wYA4MCBAzhw4IDc/txQtbKywrlz5zBx4kQsW7YMWVlZcHNzQ1hYGBo2bCjznuDgYFSpUgWhoaHYsmULnJ2dERYWhr59+yrdPyIiKns0JSeZkUREJDZRB55LlixB9+7dsX37drx+/Vpuf9OmTbFy5cpC67l16xZ++eUXAB+nm7906RKuXr0qU0YikcDQ0BDt2rXD0qVLle7rmTNnFC7r6OiIvXv3FlquQoUKCAoKQlBQkNL9ISKisk9TcpIZSSS+tLQ0GBkZAfi4HJGhoWEp94ioZIk68Pz3338xevTofPebmprmGbT/9WkwVahQARs3buQZUSIi0njMSaKySZEl27Kz3km/7zr2CbR0KhZY/hSXbCORZGZmIiQkBNOnTy/Vfog68KxcuXKBkyTcunWr0IWx/ysnJ6e43SIiIlILzEmi8ktLpyI6jHhU2t2gcigqKgqzZ8/GpEmToKurW2r9EHVW265du2L9+vVITk6W2/f333/jp59+KtaCp2/fvsWTJ0/w+PFjuS8iIk2VlpYGiUQCiUSCtLS00u4OqRBzkoiIStry5cshCAL2799fqv0Q9YrnvHnz0LJlS9SvXx+enp6QSCTYunUrNm3ahD179sDa2hqzZs1Sqs6MjAx8//332LhxY4G3H2VnZxe3+0RERCrFnCQiopL0+vVrPHz4EDk5OVi+fDl69+5dan0RdeBpY2ODq1evYtq0adi5cycEQcC2bdtQqVIl+Pn5ITg4GObm5krVGRgYiK1bt+Krr75C27ZtUaVKFTG7TFSmcSIDouLLyspCXFwczM3Ni/3/EHOSiFSN2U+f+umnn5CQkAAAePToERISEmBlZVUqfRF9HU9LS0ts2LABGzZswMuXL5GTkwMLCwvpItLK2rt3L4YMGYLQ0FCRe0pEROWZg4MDJk6ciJEjRxZYLikpCQ4ODpg5cya+//77YrfLnCSi4ihsIiNlJzECOJFRWbZ161bpHS/x8fEIDQ1V+s4asYj6jOd/WVhYwMrKqshhCnycDr5JkyYi9oqIiAh4/Phxns9a/pelpSXs7Oxw+fJl0fvAnCQiIlX566+/ZB7ByMnJQXh4OARBKJX+iH7FMy0tDXv27MGDBw+QlJQkd2ASiQQrVqxQuL7u3bvjxIkTGD58uNhdJSIqEep0dpq3YMl69uyZ3PqXeXF0dBRt4MmcJCJV4uy5lGvx4sV4+fKlzLbXr1/j+vXrpXLCUtSB58mTJ+Hj41PgGWRlA3XmzJno3bs3hg0bhuHDh8PW1hZaWlpy5UxNTYvSZSKNpk4DGiJNtG7dOqxbt67QchKJRJQzxMxJIiIqCVlZWThz5ozc9tevXyMkJAQREREl3idRB54jR46EoaEhdu7ciZYtW8LY2LjYdTo7OwMArl+/jo0bN+ZbjrP1ERGRsry9vYu1fImymJNERFQSDh06lO9M5+fPn0dmZmaJr+kp6sDz8ePHWLhwIT7//HPR6pw1axYkEolo9RGpA97uSKQeGjdujP79+5dYe8xJIiIqCUuWLMl3bfDXr19j//79Jb60iqgDT1dXV6SkpIhZJb777jtR6yMi4Fr59QAAmt9JREFUUjd8Hqf8YE4SEZGqJSUlISYmBnp6etJtWVlZ0NHRAQB8+PABS5cuFWXgqcySY6IOPBcuXAg/Pz907twZzZo1E7NqqZSUFBgZGeX5/AoRyeKApnwp7JlfQPnnfsvyM78PHz4s8TUvmZNERKRqFStWREREhHRugqysLISEhGDatGnSMhYWFgXWoYolx0QdeLq7u2P58uVwc3ND3bp1UaNGDbngk0gkiIyMVKreP/74AzNmzMDvv/+OzMxMHDt2DB07dsSrV6/w9ddfY9y4cWjfvr2IR0JExFuiyzpb25IfVDMniYhI1fT09NC1a1fp68zMTISFhcHDw0PhOlSx5JioA889e/YgICAA2dnZePr0KVJTU+XKKPscyoULF9CxY0dUq1YNAQEB2LBhg3Sfubk5UlJSEBoaykAlIiKV2b59OwICApCTk1OsepiTRESkKcReckzUgefUqVNRu3Zt7NmzB7Vq1RKlzmnTpqFu3bq4ePEiUlNTZQIVADp06ICtW7eK0haRGFRxuyNQtm95JCoNd+/eFS2rFMWcJCIiTSH2kmOiDjzj4uIQEhIiapBfuXIFCxYsgJ6eHt6+fSu3v1q1aoiPjxetPSIiKh/q1q2Lxo0bw9/fH35+fqhatarK22ROEhGRphB7yTFRB57NmzfH48eFX+1Rho6OToG3Nj179kz6DBYRlR4+D6kZOOHU/5kwYQIiIiIwceJETJo0Ce3bt4e/vz969eqFSpUqqaRN5iSRemF2EeVP7CXHRB14rlq1Cp6enmjSpIlo68K0atUKu3fvxtixY+X2paWlYfPmzXB3dxelLSIqPzgDLC1atAiLFi3Cb7/9hvDwcOzevRunT5/GyJEj0bVrV/j7+8PDw0PUBbaZk0REVF6JOvD09/fHhw8f4Ofnh6FDh6J69ep5ztb3559/Klzn999/D3d3d3h4eMDPzw8A8Oeff+LBgwdYvHgxXr58iZkzZ4p5GKRmeDaSiFTJ3d0d7u7u+PHHH3Ho0CGEh4fj0KFD2Lt3LypXrgxvb2/RroAyJ4lKVmEnGTnnAlHeVLHkmKgDT1NTU5iZmcHZ2Vm0Olu2bInDhw9jxIgR0ku9EyZMAAA4OTnh8OHDcHV1Fa09opLA2x2J1I+Ojg6++uorfPXVV3jz5g327NmD8PBwbNmyRaFJExTBnCRSL8xjorypYskxUQeeZ86cEbM6qY4dO+Kff/7BjRs3cO/ePeTk5MDJyQlNmzZVetp5IiKiwhgbG2PQoEEYNGgQ4uLisGPHDhw9erTY9TIniYhIE/z2229wcHAodAD68uVLrFmzBl27dkXz5s0LLCvqwFMVfv75Z7Rr1w729vZo1KgRGjVqJLM/NjYWv//+u6gPvhKRrPL6PCTPhBMA2NjYYPz48Rg/fnxpdyVPzEkiIhJbhw4dMHfuXEyfPr3AcsbGxliwYAESEhIKHXhWELODqjBo0CBcuHAh3/2XLl3CoEGDSrBHRERE6oM5SUREYlP0bhk9PT24urri8uXLhZZV+yuehT1Xk5aWBm1ttT8MKgAf/CcidXPz5k2MGzcOV65cgYGBATw8PLBkyRKYmJiUdtfkMCeJiEgVDh48qNA60Kmpqbh//36h5dQyiWJiYnDjxg3p67Nnz+LDhw9y5ZKTk7Fu3TpRF+ImIqLyLTMzEx4eHnByckJ4eDiSk5MxdepUpKenIzw8vLS7B4A5SUREqnf58mWFrmQqSi0Hnvv27cP3338P4ONl3tDQUISGhuZZtnLlyvj5559LsntEVIq4vA6J5ebNm6hfv36e2588eYKTJ0+iZs2aAD4O4NRpSRLmJBGpA2Zy2TZnzpxCn/FUhloOPIcNG4Zu3bpBEAS0aNECc+bMQZcuXWTKSCQSGBoawsnJqUi3EF25cgVbt27F6dOnERsbCzMzM7Rq1Qrz5s3L98xwVlYWGjZsiNu3byMkJAQTJ06U2Z+Tk4PFixdj7dq1eP78OWrVqoWgoCDpumpEZRkn4iFN07x5cwwePBjz5s2TWauscuXKkEgkuH//vnTgee/ePdHXMysOVeckM5KIyuvEgqQ6og4869ati379+sHf3x92dnZFrsfa2hrW1tYAgNOnT6Nu3bqwtLQUq5sAgIULF+L8+fPw8fGBq6sr4uPjsXr1ajRp0gQXL17M8yz4qlWr8Phx/v8TTp8+HcHBwRg6dCiaN2+OyMhI9O3bFxKJBH369BG1/0REVDyXL1/GmDFj4OzsjO+++w6BgYGoUKECHB0d0atXL3h7e6Nz585ITEzE2bNnsX79+mK3qSk5yYwkIkXwpHPZ5e7uXqycyouos9rWqFEDs2fPhpOTE9q1a4cNGzYgJSWlWHW6u7tLw/TWrVs4cuQIjhw5glu3bhWr3vHjx+PRo0dYuXIlhgwZghkzZkifkQkODpYr/+LFC8yZMwdTpkzJs75nz55hyZIlGDlyJNavX4+hQ4fiwIEDaNu2LSZNmoTs7Oxi9ZeISJOkpaVBIpFAIpEgLS2ttLuTpwYNGuDUqVNYv349li5dikaNGuHUqVMAgJ07d2Ljxo2wtbVF69atce7cOQwePLjYbWpKTjIjiYjKt1OnTiEgIEDUOkW94nns2DEkJCRg+/bt2L59O4YNG4ZRo0bBw8MD/fr1Q9euXaGjo6N0vZGRkRg/fjxiY2Nltjs4OGDp0qXw8vJSus7WrVvLbXN2doaLiwtu374tt2/q1KmoXbs2AgICMGvWrDz7mJWVhcDAQOk2iUSCESNGoG/fvoiOjkabNm2U7ifxbFp5w1mOqaR5e3ujW7duWLJkCb766it06tQJS5YsQZ8+fUS/EqcpOcmMJCIisYm+jqeVlZV0Cvrbt29j4sSJuHHjBry9vVG1alUEBgYWuN7Yfx0+fBg9e/YEAMyfPx/79u3Dvn37MH/+fAiCAG9vb/z666+i9F0QBCQkJMDc3Fxm++XLl7F161YsX7483zVtrl+/DkNDQ9StW1dme4sWLaT7iYhIPenq6iIoKAh3796FsbEx6tevj+nTp+Pdu3eFv1lJmpqTzEgiIgI+3sUydOhQNGrUCG5ubpg3bx4yMzMLfZ/oA89P1a5dG3PnzsW5c+fQq1cvJCUlYd26dWjbti2cnZ3x448/Iicnp8A65s6dC1dXV8TExGDKlCnw8vKCl5cXpkyZgpiYGDRo0EA6s19xhYeH49mzZ/D19ZVuEwQBo0aNgq+vL9zc3PJ97/Pnz2FlZSUXurnP4MTFxYnSRyIiEs/Nmzfx/fffIzAwEPPmzUNKSgq2bNmCM2fO4NSpU6hduzbCwsJU1r4m5SQzkoiIsrOz0aVLF1y6dAlDhw6V3jE0YcKEQt+rsllt09LSsG/fPoSFhUmfmenWrRv69+8PXV1drF+/HqNHj0ZMTEy+U8ADH9cqmz9/fp7TMxsaGmLgwIGYNm1asft7584djBw5Em5ubhgwYIB0+5YtW/DXX39h9+7dBb4/PT0denp6ctv19fWl+/MTERGBiIiIfPdHR0cX6XZiTRETk/+/TVF5eRmUqXZKsq3SbEeRtoSc/3sW7ObRQEgqaBWpLXU6JrHaKsljKsyna0r6+PgUafZxVdu2bRsGDhyIxo0bo06dOrhz5w7mzp2LiIgIeHt7Izo6GuHh4Zg6dSrWrl2LFStWoFmzZqK1r0k5WZoZCTAnqejK4udvWTwmUj8vXrzIc9K6v//+Gzdv3kRMTIx0ojl9fX0sXLgQq1atKrBOUf8SyM7OxtGjRxEWFoaoqCi8e/cOTZs2xZIlS+Dn5ydze46XlxemTZuGH3/8scBA1dfXR2JiYr77ExMTpcFVVPHx8fDw8ICJiQl2794NLa2Pf8i+efMGQUFBmDRpEmrUqFFgHQYGBnj//r3c9oyMDOn+/Pj5+RU4nbyXlxeioqIUORSNpMh03cqKyuOZPk1upyTbKs12FGkrO+sdft/w8Xa9+l+uUegZT3U/JrHaUqd2Pj6LewQAkFZtqVLP4pbUAOK7777D8OHDsWbNGum2n3/+GXPmzIG3tzcAwN/fHz169MCCBQvg7u5e7ImSNDEnSzsjAeYkFZ06fS6K0U5JtlWSx0TKKYmcrFWrFqZPn46xY8fKzD2gq6sLiUSC1NRU6bY3b97keXLxv0QdeFatWhWJiYmoVq0aRo0ahf79+8s9z/EpV1dXmU7npWPHjlixYgU6d+4sdxvPpUuXsHLlSnzxxRdF7nNKSgq6dOmC5ORknD17FjY2NtJ9ixcvRmZmJnx9faUTNjx9+hQAkJSUhNjYWNjY2EBXVxfW1tY4ffo0BEGQuZXo+fPnACBTLxEVHSebIrGkpqbC1lb2jyA7Ozu5XKpYsSLmzp2LIUOGFLtNTctJZiQRqYO0tDQYGRkBAN6+fZvnHR4kru3bt2P8+PHYsGEDlixZgm7dugEA6tSpg3bt2qFnz57w8/NDYmIiIiIiMHPmzELrFHXgmTsrX8eOHfOdYOBTiswYuGjRIri5uaFNmzZo0aIFateuDQD4559/cPnyZVhaWmLhwoVF6m9GRgY8PT1x9+5dnDhxAvXq1ZPZ//jxYyQlJcHFxUXuvfPnz8f8+fNx/fp1NGrUCI0aNcKGDRtw+/ZtmXouXboEAGjUqFGR+khERKoxcOBAzJkzB/Hx8ahXrx7i4uIQGhoqM/Pqp8RYz0yTcrKsZiT/gCUiKlzXrl3xxRdfYOXKlejXrx9atWqFZcuWoU6dOjh06BBWrlyJS5cuoWLFiti6davM8//5EXXguWXLFjGrA/BxKviYmBgsWLAAR44cwc6dOwF8/ANgzJgxmDp1apEWzc7Ozoavry+io6MRGRmZ56QIo0ePxldffSWz7cWLFxg+fDgGDhyI7t27w8HBAQDQvXt3jBs3DmvWrMHq1asBfJx0Yd26dahWrVqeU9MTEVHpWbhwIWrWrImdO3fi+PHjqFatGoKDg2WeYRSbpuQkM5KISorij298xKXUSo62tjbGjx+PAQMGYNq0aWjcuDFGjBiB2bNnY+rUqcrXV5zOPH5ctHu//3trU2EsLS2xbNkyLFu2rEjt5WXChAmIioqCp6cnEhMT5WYtDAgIQJMmTdCkSROZ7bm3E7m4uMgEbvXq1TF27FiEhIQgKysLzZs3x/79+3H27FmEh4dLn4khIiL1IJFIMGzYMAwbNkxlbWhqTmpyRnItYKKyh4/ZlC4zMzPpHUGjR49GrVq1MG/ePAwZMkShu3dyFWvgaW9vr1RjubKzswsvlIcXL15IQ83e3r5IVzpz3bhxAwBw4MABHDhwQG5/QECA0nUGBwejSpUqCA0NxZYtW+Ds7IywsDD07du3yP0kIiLNpak5WZYzkn/AEhEp5uXLlzh8+DASEhJgbW2Nbt264bfffsPu3bsxadIkhIaGYvny5WjTpo1C9RVr4Llp06YiBaqyTp48iSlTpsgtMN24cWMEBwejU6dOStd55syZIvXF3t4egiDkua9ChQoICgpCUFBQkeomIior+Mf9R5qak8xIIqLy7dixY/D29oaRkRFq1qyJ58+fY9SoUTh48CB69eoFT09PLF68GF27doWHhwdCQkJQvXr1Auss1sBz4MCBxXm7Qvbt2wcfHx9YWVlh8uTJqFWrFoCPkyZs27YNXbp0wa5du9CjRw+V90UTcNIEIiL1wZws35jJRJqF/8/+n3HjxsHDwwMRERGoUKECgI+T2U2cOBEXL16Enp4epk+fjsGDB2Py5MmoW7duobOwq9+K3v8xY8YM1K9fH2fPnkWlSpVk9k2bNg1t2rTBjBkzGKhERFQuMSeJiDSPug9y4+PjMXToUOmgEwDat28vnSAul7W1NbZt24bo6OhC6xR94JmUlISIiAg8ePAASUlJcrfcSCQSbNy4UeH6Hjx4gODgYLkwBQBjY2N8/fXXvG2HiIg0BnOybFDFTJycxIhItcrL5GOvX7/GgAEDkJmZCeDjLOIxMTEyazo3atQIixYtyreO7t27Y968eQAgXXJs0aJF+Z7EzGv28/8SdeB59OhR9OrVC2lpaTA2NkaVKlXkyij7rEudOnXw4sWLfPcnJCRIbysiIiJSZ8zJ8oXPOhNpFrH+ny3tE1PGxsa4ceMGnj17JrP9+PHj0u9NTU0LrGPNmjWoWrUqVq1ahfj4eFSrVg3+/v6YPn26wv34L1EHnhMmTEDVqlWxd+9eNGjQQJQ6Fy1ahD59+qBFixbo3r27zL59+/YhNDRUumYZERGROmNOEhERoNoTUzo6OujYsSO2bduW534zMzNMmjSpwDr09fUxf/58zJ8/X7R+iTrw/PfffxESEiJamALAqlWrYGFhAW9vb9jY2KBmzZrStuLi4lCrVi2sXLkSK1eulL5HIpEgMjJStD6ok/JyiwARUVnEnCQiopIwceJE/Prrr3j58qXcPjMzM7l1mEuCqANPZ2fnQmczUlZMTAwkEol0Me3c9cm0tbVha2uLjIwM/PXXXzLvKYmp64mIiJTFnCRSjLpPvEKk7lxdXWFmZiY38KxQoQL8/PxKJQdEHXjOmzcPI0eORN++fWFvby9KnbkBSkREpOmYk0Sqef4N4B1cRP/Vv39/zJw5E9nZ2dJtVatWxYgRI0qlP8UaeI4ePVpum4WFBerWrYvPP/8cNWrUgJaWlsx+iUSCFStWFKdZIiIijcCcpLKGVyKJNMfQoUOxevVqxMXFSbfZ2trCysqqVPpTrIHnf9dx+dTBgwfz3M5AVS3OoEdEpD6Yk6RJSnsmzk/x7xmi4jM3N4eDg4N04FmxYkWMHTu21PpTrIFnTk6OWP0gIiJSyJs3b1CnTh0YGBhIt8XHx8PJyUn62tLSUqHFrFWNOUlERKVpwoQJuHHjBtLS0mBubp7vOpwlQdRnPB8/fgwLCwuZPwY+lZ6ejpcvX0onQCAiIlKWsbExTE1N8ffff8tsf/DggfT7Ll26lHS3FMKcJE3HK5FEmqVbt24wNTVFWloa3NzcoKurW2p9qSBmZQ4ODti3b1+++6OiouDg4CBmk0REVA4NGTIE2tp5nzu1srLCuHHjSrhHimFOEhFRSdLR0YG7uzu0tLQwefLkUu2LqANPQRAK3J+VlYUKFURtkoiIyqGBAwfmOzmClZWVzG236oQ5SaqQlpYGiUQCiUSCtLS00u4OEamZcePGQV9fH40bNy7VfhT7Vts3b94gOTlZ+vr169d4/Fj+4fTk5GTs2LED1tbWxW2SiIjKucqVK6N27dp49uyZzHYdHR0MGzaslHqVN+YkERGVpiZNmuDOnTulvoZzsQeey5Ytw5w5cwB8nIlv7Nix+c6WJAgC5s2bV9wmpeLj4zFt2jRIJBJs3LhRtHqJiEj9TZw4EVeuXEFqaqp0m5WVFfr371+KvZLHnKTiKmy2Wa55SUSFqV69eml3ofgDzy+++AJGRkYQBAGTJ0+Gn58fmjRpIlNGIpHA0NAQTZs2RbNmzYrbpFRKSgq2bNnCQCUiKoe++OILmJqaygw869Wrh0qVKpVir+QxJ0nVOOEPEWmCYg883dzc4ObmBuDjMwY9e/ZE/fr1i90xRTg5OeHhw4cl0hbJ4yLSRFSatLS08OWXX2L9+vUAABMTE0yaNKmUeyWPOUlERCTyciqzZ88Ws7pCaWtrw87OrkTbJCIi9TF+/Hjs378fL168gKmpKTp27FjaXSoQc5KIiMorUQeeAJCUlISIiAg8ePAASUlJcjP48XYfIiISS+3atWFhYYEXL16ga9euGjEjLHOSiIjKI1EHnkePHkWvXr2QlpYGY2NjVKlSRa5MUWZTun37NjZv3lxgSJ88ebLI/SYiIs01ZMgQTJgwQW3X7vwUc5KIiMorUQeeEyZMQNWqVbF37140aNBAlDq3bduGQYMGQUdHB7Vr184zpAtbF42IiMqugQMHYs2aNWq7duenmJNERFReiTrw/PfffxESEiJamALAd999h8aNG+PIkSMwNzcXrV4iIiobKleujLt375Z2NxTCnCQiovJK1IGns7OzzLT2YoiLi8PEiRMZpiWssDXDAOXXDeOaYURU3jEniYiovBJ1FoZ58+ZhzZo1iI2NFa1OV1dXxMXFiVYfERFRaWFOEhFReSXqFc+TJ0/CwsICdevWxeeff44aNWpAS0tLpoxEIsGKFSsUrnPp0qXw8fFBly5d0Lp1azG7S0REVKKYk0REVF6JOvBcvXq19PuDBw/mWaawQPXy8pLbZmJigrZt26JevXqwtbXNM6QjIyOL2GsiIqKSwZwkIqLyStSBZ05OTrHriImJyXMqeVtbW7x9+xa3bt2S26fs1PNXrlzB1q1bcfr0acTGxsLMzAytWrXCvHnzUKtWLQAfj+Xnn3/G3r17cf36dSQmJsLBwQF9+vTBxIkToa+vL1fvxo0bsXjxYjx8+BA1atTA6NGjMWrUKKX6RkREZRdzkjlJRFReiTrwFIOYz73kZ+HChTh//jx8fHzg6uqK+Ph4rF69Gk2aNMHFixdRv359vHv3DoMGDUKrVq3wzTffwNLSEtHR0Zg9ezZOnjyJU6dOyQR5aGgovvnmG/Ts2fP/tXffUVFcj9vAnxVpgqAgKFhodsTeMEYsGIMIfi2IKLYkYsTeolhSNEHssSv2SLEr2GI3NlQs0WgwVmwUC4hIEYR5//Blf65LW5hdduH5nMPRnXv33jvuug93duYOJk6ciLNnz2Ls2LFITU3F1KlTlb5PJUFLuwI6jXxc0sMgIipTmJNERKSJlDLxfPToEQ4fPozHjz9OSqysrODi4gIbGxtldKewiRMnIiQkBDo6OtJtnp6ecHBwQEBAAIKCgqCjo4Pz58/LXC8zfPhwWFtbS0PV2dkZAJCWloYZM2bA1dUVu3btktbNzs7GnDlz4OPjk+t91YiIqGxiTjIniYjKGtEnnpMmTcLSpUvlTicqV64cxo8fj4ULFxap3QMHDuDQoUPSI73W1tbo3r07evTooXBbuS2+UKdOHdjb2yMqKgoAoKOjk2u9Xr164aeffkJUVJQ0UE+dOoXXr1/D19dXpu6oUaMQHByMgwcPwtvbW+FxEhFR6cOc/D/MSSKiskPU26ksWrQIS5YsQe/evREREYE3b97gzZs3iIiIQN++fbFkyRIsWbJEoTbfvHmDTp06oWfPnli/fj1u376N27dvY/369ejZsyc6duyIN2/eFHvsgiAgPj6+wPugxcXFAYBMvevXrwMAWrZsKVO3RYsWKFeunLSciIjKNuYkc5KIqKwSdeK5bt06uLu7Y8eOHWjTpg2MjIxgZGSENm3aYNu2bXBzc8PatWsVanPcuHE4e/Ys5s2bh8TERDx+/BiPHz9GYmIiAgICcO7cOYwbN67YYw8ODsbz58/h6emZb7358+fDyMgILi4u0m2xsbHQ0tKCubm5TF0dHR2Ympry/mpERASAOcmcJCIqu0Q91TY6OjrfcOvWrRv+/PNPhdrct28ffH19MXnyZJntBgYGmDJlCp48eYI//vijSOPNcefOHYwaNQqOjo4YMmRInvX8/f1x/PhxrFq1CpUqVZJuT0tLk7kO5lN6enpIS0vLt//Q0FCEhobmWR4RESFdPv/mzfzbKgp3d325barqR5V9aXI/quyL7wdx+1FlX5rcT159lTbMSXnMyfz7UWVfmtyPKvvi+0H9+1FlXyX9ftAkok48zc3NcePGjTzLb9y4ATMzM4Xa1NbWRr169fIsr1+/PrS1tRVq81NxcXFwdXWFsbExdu3aJXfvsxzbt2/HzJkz8e2332LkyJEyZfr6+sjIyMj1eenp6dDXz/+N4uXlBS8vrzzL3d3dER4eDgDo7Psk37aKInxVLbltqupHlX1pcj+q7IvvB3H7UWVfmtzPp33ldp/K0oI5KY85mX8/quxLk/tRZV98P6h/P6rsqyT60dScFPVUWw8PD6xfvx4BAQFISUmRbk9JScG8efOwfv36Ak/R+VyfPn2wc+dOZGVlyZV9+PABO3bsgIeHR5HGm5SUBBcXF7x58wZ//vknLC0tc6137NgxDB48GK6urlizZo1cuYWFBbKysvDixQuZ7RkZGXj9+nWe7RIRUdnCnGROEhGVVaJ+4zlnzhz8/fffmD59On788UdpkMTExODDhw/o1KkTZs+erVCb3t7eGD16NNq1awcfHx/Url0bAHDv3j0EBgYiIyMDAwcOxLVr12Se17x583zbTU9Ph5ubG+7evYvjx4+jYcOGuda7dOkSevXqhZYtW2LHjh0oX17+n6xp06YAgCtXrqB79+7S7VeuXEF2dra0nIiIyjbmJHOSiKisEnXiWaFCBZw4cQJhYWEy9yf7+uuv0b17d7i5ucncTLownJycpH+PjIyUPl8QhFzrCIIAiUSS65HfHFlZWfD09ERERATCwsLg6OiYa72oqCi4urrC2toaBw4cyPNUoM6dO8PExASrV6+WCdTVq1ejQoUKcHV1LdzOEhFRqcacZE4SEZVVot/HEwB69uyJnj17itLWpk2bRGnnU5MmTUJ4eDjc3NyQkJCAoKAgmXJvb28kJyejW7duSExMxJQpU3Dw4EGZOnZ2dtIg1tfXx5w5czBq1Ch4eHigW7duOHv2LIKCgvDbb7/BxMRE9H0gIiLNxZxkThIRlTVKmXiKKb/V84rq77//BgDs378f+/fvlyv39vbG69ev8fTpUwDAtGnTch3Xp0eAfX19oa2tjUWLFiE8PBw1a9bEkiVLRFnCnoiIKC/MSSIi0gTFnngquqqSRCJBWFhYcbvFw4cP8f79ezRo0EDh554+fbrAOtbW1jKnKRXG8OHDMXz4cIXHQ0REpRdz8v8wJ4mIyq5iTzwPHDgAPT09VKtWrVABpOi1K8uWLcOFCxewbds26bZhw4ZJ70nWrFkzHDp0SO6m1EREROqAOUlERCTCxLN69ep4/vw5qlSpggEDBqB///6oVq2aGGMDAKxfvx6dOnWSPj5y5Ai2bNmCESNGwMHBATNnzsQvv/yClStXitYnERGRWJiTREREItzH8+nTpzh16hSaNWuGOXPmoGbNmnB2dsamTZuQnJxc7AE+fvxY5jShHTt2wMbGBqtXr4avry9Gjx6NQ4cOFbsfIiIiZWBOEhERiTDxBD4u07527VrExcVh165dMDU1xejRo2Fubo7evXtj165deP/+fZHa/vy0pKNHj8LFxUX62NraGnFxccUaPxERkTIxJ4mIqKwTZeKZQ1tbGz179sT27dsRHx8vDVlPT0/Mnz+/SG3WrVsXe/fuBfDx9KGYmBiZQH327BkqVaokxvCJiIiUijlJRERllVJup/L+/XscOXIEYWFhuH79OvT09GBtbV2ktiZPnowBAwagcuXKSElJQYMGDdCtWzdp+cmTJ9G0aVNxBk5ERKQCzEkiIiprRJt4Zmdn49ixYwgNDcW+ffuQmpoKZ2dnrFu3Dr169YKBgUGR2u3fvz9MTU1x6NAhVKpUCb6+vihf/uOwExISYGJigkGDBom1G0RERErBnCQiorKs2BPPCxcuICQkBDt37sTr16/Rtm1b+Pv7o1+/fqhSpYoYY0TXrl3RtWtXue0mJibYs2ePKH0QEREpA3OSiIhIhIln+/btoa+vj+7du8PLy0t6qtCTJ0/w5MmTXJ/TvHlzhftJSUnBX3/9hcePHwMArKys4OTkVOQjxERERKrAnCQiIhLpVNu0tDTs3r27wKOqgiBAIpEgKytLofaXL1+OmTNn4t27dzKr91WsWBG//fYbRo8eXaRxExERqQJzkoiIyrpiTzw3bdokxjjy9Mcff2DcuHFwdHTE2LFjpfcqi4qKwvLlyzFu3DgYGxvz+hUiIlJLzEkiIiIRJp5DhgwRYxx5Wrx4MTp06IATJ05AS0tLur1x48bo27cvunTpgkWLFjFQiYhILTEniYiIRL6PpzL8999/8PDwkAnTHFpaWvDw8MB///1XAiMjIiIqecxJIiLSBGo/8TQ2NkZ0dHSe5dHR0TAyMlLdgIiIiNQIc5KIiDSB2k88XV1dsXz5cmzbtk2ubPv27VixYgXc3NxKYGREREQljzlJRESaQJRVbZUpICAAERERGDhwICZNmoQ6deoAAO7du4e4uDjUr18fAQEBJTxKIiKiksGcJCIiTaD233iamZnh2rVrWLx4MRwcHBAfH4/4+Hg4ODhgyZIluHr1qmg34CYiItI0zEkiItIEav+NJwDo6elh3LhxGDduXEkPhYiISO0wJ4mISN2p/TeeREREREREpNk04hvPI0eOYMOGDXj48CESExMhCIJMuUQiwYMHD0podERERCWLOUlEROpO7SeeCxYswLRp01C1alW0bt0aDg4OJT0kIiIitcGcJCIiTaD2E8+lS5eic+fOOHToELS1tUt6OERERGqFOUlERJpA7a/xTExMRN++fRmmREREuWBOEhGRJlD7iWfr1q3x33//lfQwiIiI1BJzkoiINIHaTzxXrVqFPXv2ICQkpKSHQkREpHaYk0REpAnU/hpPT09PfPjwAYMGDcLIkSNRo0YNaGlpydSRSCS4ceNGCY2QiIio5DAniYhIE6j9xNPExASmpqaoU6dOSQ+FiIhI7TAniYhIE6j9xPP06dNKaTcyMhJbtmzBqVOnEB0dDVNTU7Rt2xa//vor6tatK1M3KioKEyZMwLlz56CjowNXV1csXrwYZmZmMvWys7OxcOFCrF69GrGxsahbty78/Pzg5eWllH0gIiJSRk4yI4mISGxqP/FUlnnz5uH8+fPw8PBA48aNERcXhxUrVqB58+a4ePEiGjVqBAB49uwZOnToAGNjY/j7++Pdu3dYuHAh/vnnH1y+fBk6OjrSNmfMmIGAgAAMHz4crVq1QlhYGAYMGACJRIL+/fuX1K4SEREphBlJRERi04iJZ1ZWFoKCgnDw4EE8fvwYAGBlZYUePXpg4MCBcteyFMbEiRMREhIiE4qenp5wcHBAQEAAgoKCAAD+/v5ISUnB1atXUatWLQAfVxDs2rUrNm/eDB8fHwDA8+fPsWjRIowaNQorVqwAAHz33XdwcnLClClT4OHhUaRxEhERFUTsnGRGEhGR2NR+VdukpCR88cUX+Oabb3D06FFkZmYiMzMTx44dw7Bhw9C+fXu8fftW4XbbtWsnE6gAUKdOHdjb2yMqKkq6bffu3ejRo4c0UAHA2dkZdevWxY4dO6TbwsLCkJmZCV9fX+k2iUSCkSNH4tmzZ4iIiFB4jERERAVRRk4yI4mISGxqP/GcMWMGrl69iuXLl+Ply5e4du0arl27hhcvXmDFihW4cuUKZsyYIUpfgiAgPj4eVapUAfDxCO2LFy/QsmVLubqtW7fG9evXpY+vX78OAwMDNGjQQK5eTjkREZHYVJWTzEgiIioOtT/Vdu/evfD19ZU5SgoA2traGDlyJKKiorBr1y4sX7682H0FBwfj+fPnmD17NgAgNjYWAGBhYSFX18LCAgkJCXj//j10dXURGxuLqlWrQiKRyNUDgJiYmDz7DQ0NRWhoaJ7l165dg7u7OwDAULFdKpT/37QMVfWjyr40uR9V9sX3g7j9qLIvTe7n074ePHigpB5KJ1XlZEllJMCcLG37xJwsej+q7EuT+1FlXyXRj6bmpNpPPF+/fo169erlWV6/fn0kJCQUu587d+5g1KhRcHR0xJAhQwAAaWlpAABdXV25+np6etI6urq60j/zq5cXLy8vrupHRERFooqcLMmMBJiTRESlgdqfalu7dm2Eh4fnWR4eHg47O7ti9REXFwdXV1cYGxtj165d0gUO9PX1AQDv37+Xe056erpMHX19/ULVIyIiEpOyc5IZSUREYlD7iaevry+OHj2K7t274+jRo4iOjkZ0dDSOHDkCV1dXHDt2DKNHjy5y+0lJSXBxccGbN2/w559/wtLSUlqWcwpQzulEn4qNjYWJiYn0CK6FhQXi4uIgCIJcPQAy7RIREYlFmTnJjCQiIrGo/am2vr6+ePHiBQICAnDkyBGZMm1tbfz4448YOXJkkdpOT0+Hm5sb7t69i+PHj6Nhw4Yy5dWrV4eZmRmuXLki99zLly+jadOm0sdNmzbF+vXrERUVJdPOpUuXpOVERERiU1ZOMiOJiEhMEuHzw49q6tWrVzh+/LjM/cmcnZ2lq+spKisrC71798ahQ4cQFhaG7t2751pv5MiR2LJlC/777z/UrFkTAHDixAk4Oztj9erV+P777wF8vIm2ra0tfHx8pPcoEwQBTk5OePjwIR4/fsx7lBERkdKImZPMSCIiEpvGTDzFNn78eCxduhRubm7o16+fXLm3tzcA4OnTp2jWrBkqVaqEcePG4d27d1iwYAFq1KiByMhImcUSfvjhByxYsAA+Pj5o1aoV9u3bh4MHDyI4OBgDBgxQ2b4REREVBzOSiIhEJ6iZx48fC48fP5Z7XNCPopycnAQAef586tatW8JXX30lVKhQQahUqZIwcOBAIS4uTq7NrKwswd/fX7CyshJ0dHQEe3t7ISgoSPF/hGLatGmTAECIjIxUeh+5/UydOlXU9s+ePStXnp2dLdSoUUMAILi6uha7vxwrV64UAAitW7cWrU1BKLn9+bRvZb4fVN2Xsl6nT928eVPo06ePUKtWLUFXV1ewtLQUnJ2dhWXLlonaz61bt4SBAwcKlpaWgo6OjmBhYSEMGDBAuHXrlmh95Lwuurq6wrNnz+TKnZycBHt7e9H6yfnR1dUVLCwshK+++kpYunSp8Pbt22L3QarJydKckYLAnCwO5qT69yMIzElFMSdVQ+2u8bS2toZEIkFaWhp0dHSkjwuSlZWlUD+nT58udF17e3u562ZyU65cOfj5+cHPz0+hsWiy2bNnw8bGRmZbo0aNRGtfT08PISEhaN++vcz2v/76C8+ePct1ef7iCA4OhrW1NS5fvoz79++jdu3aorav6v0prZT9Ol24cAGdOnVCrVq1MHz4cFSrVg1Pnz7FxYsXsXTpUowZM0aUfvbs2QMvLy+YmJjg22+/hY2NDaKjo7Fhwwbs2rUL27ZtQ69evUTpC/i4+mhAQIAo9z3OT87nQmZmJuLi4nD69GmMHz8eixcvRnh4OBo3bqzU/ks7VeQkM1I8zEnFMCfFwZwsGuakcqndxHPjxo2QSCTQ1taWeUzqycXFBS1btlRa+927d8fOnTuxbNkylC//f2/XkJAQtGjRAq9evRKtr0ePHuHChQvYs2cPRowYgeDgYPz000+itQ+odn9KK1W8Tr/99huMjY0RGRmJSpUqyZS9ePFClD4ePHiAQYMGwdbWFmfOnIGZmZm0bNy4cfjyyy8xaNAg3Lx5E7a2tqL02bRpU6xbtw5+fn5KXUX0888FPz8/nDx5Ej169IC7uzuioqJ4+4xiYE5qFuakYpiTxcecLDrmpHKp3e1Uhg4diiFDhkhDNOdxQT9UOnl5eeH169c4duyYdFtGRgZ27dol+jVBwcHBqFy5MlxdXdG3b18EBweL2j6g2v0prVTxOj148AD29vZyYQoA5ubmovSxYMECpKamIjAwUCZMAaBKlSpYu3YtUlJSMH/+fFH6A4Dp06cjKysLAQEBorVZWJ07d8asWbPw+PFjBAUFqbz/0oQ5SZ9iTtLnmJNFx5xULrWbeJJmSUpKwqtXr2R+xGRtbQ1HR0eEhoZKtx0+fBhJSUno37+/qH0FBwejd+/e0NHRgZeXF+7du4fIyEhR+1Dl/pRWqnidrKyscPXqVdy6dUvUdj+1f/9+WFtb48svv8y1vEOHDrC2tsbBgwdF69PGxgaDBw/GunXrEBMTI1q7hTVo0CAAwNGjR1XeN1FJYU4qhjlZfMzJomNOKhcnnlQszs7OMDMzk/kR24ABA7Bv3z6kpaUB+PiB6uTkJOopEFevXsWdO3ekoda+fXvUqFFDKUcJVbE/pZWqXqfJkycjNTUVTZs2Rbt27TB16lQcPXoUmZmZorSflJSEmJgYNGnSJN96jRs3xrNnz5CcnCxKvwAwY8YMfPjwAfPmzROtzcKqUaMGjI2N8eDBA5X3TVRSmJOKY04WHXOy+JiTysOJJxXLypUrcezYMZkfsfXr1w9paWk4cOAAkpOTceDAAaWcPlS1alV06tQJACCRSODp6Ylt27YpvHBVQVSxP6WVql6nrl27IiIiAu7u7rhx4wbmz5+Pbt26oXr16ggPDy92+zkBWbFixXzr5ZS/ffu22H3msLW1xaBBgxAYGIjY2FjR2i0sQ0NDUX9BIFJ3zEnFMSeLjjlZfMxJ5eHEk4qldevWcHZ2lvkRm5mZGZydnRESEoI9e/YgKysLffv2Fa39rKwsbNu2DZ06dcKjR49w//593L9/H23atEF8fDxOnDghWl+A8ventFL169SqVSvs2bMHiYmJuHz5Mvz8/JCcnIy+ffvi33//LVbbOUFZULAUNngVNXPmTHz48KFErmF59+6d6PtDpM6Yk4pjThYNc1I8zEnlULtVbYlyM2DAAAwfPhxxcXFwcXHJ9WL2ojp58iRiY2Oxbds2bNu2Ta48ODgYX331lWj9Acrdn9KqJF4nANDR0UGrVq3QqlUr1K1bF8OGDcPOnTuLtUKgsbExLCwscPPmzXzr3bx5E9WrV4eRkVGR+8qNra0tvL29ERgYiGnTponadn6ePXuGpKQk0Zf1JyLmJDEnxcScVA5OPEkj9OrVCyNGjMDFixexfft2UdsODg6Gubk5Vq5cKVe2Z88e7N27F2vWrBF1WWtl7k9pVRKv0+dylj4X49SbHj16YN26dTh37pzc/eoA4OzZs4iOjsaIESOK3VduZs6ciaCgIJVew7J161YAQLdu3VTWJ1FZwZwk5qS4mJPi48STNIKhoSFWr16N6OhouLm5idZuWloa9uzZAw8Pj1xP47G0tERoaCjCw8Ph6ekpWr/K2p/SStWv06lTp9CxY0e5eyMeOnQIAFCvXr1i9zFlyhQEBQVhxIgROHPmDExNTaVlCQkJ+P7771GhQgVMmTKl2H3lxs7ODt7e3li7di2srKxk7penDCdPnsScOXNgY2ODgQMHKrUvorKIOVm2MSfFx5wUHyeepDGUcR+68PBwJCcnw93dPdfytm3bwszMDMHBwaIGKqCc/SmtVP06jRkzBqmpqejVqxfq16+PjIwMXLhwAdu3b4e1tTWGDRtW7D7q1KmDLVu2YODAgXBwcMC3334LGxsbREdHY8OGDXj16hVCQ0NhZ2dX7L7yMmPGDGzduhX//fcf7O3tRWv38OHDuHPnDj58+ID4+HicPHkSx44dg5WVFcLDw6GnpydaX0T0f5iTZRdzUjmYk+LixLMUEgQBAKClpVXCI1F/wcHB0NPTQ9euXXMtL1euHFxdXREcHIzXr1/LHG3TFKp8PyirL1W/TgsXLsTOnTtx6NAhBAYGIiMjA7Vq1YKvry9mzpwp2rVGHh4eqF+/PubOnSsNUVNTU3Tq1AnTp09Ho0aNROknL7Vr14a3tze2bNkiars//vgjgI/X/ZiYmMDBwQG///47hg0bVmoXTCDNwpwsPOakZvTDnFQO5qS4JELO/wIqNZYtW4Zx48bh/v37Sj0KRJpBle8HvveISBPws4o+par3A993VNbxdiqlUGRkJAwMDGBlZVXSQyE1oMr3A997RKQJ+FlFn1LV+4HvOyrreKptKbJ7926cPn0awcHB+O6775R+ETSpN1W+H/jeIyJNwM8q+pSq3g983xF9xFNtSxEbGxskJyejV69e+P3332FgYFDSQ6ISpMr3A997RKQJ+FlFn1LV+4HvO6KPOPEkIiIiIiIipeI1nkRERERERKRUnHgSERERERGRUnHiSURERERERErFiScREREREREpFSeeREREREREpFSceBIREREREZFSceJJRERERERESsWJJxERERERESkVJ55ERERERESkVJx4EhERERERkVJx4klERERERERKxYknERERERERKRUnnkRERERERKRUnHgSERERERGRUok+8bS2toZEIoFEIsHQoUPFbp6IiEitbd68WZqDEokE0dHRJT0kIiKiEsdvPImIiIiIiEipOPEkIiIiIiIipeLEk4iIiIiIiJSqSBPP9+/f45dffoGdnR10dXVhbW2NadOmISUlRezxERERaTRBELBx40Y0b94c+vr6qFKlCgYMGICYmJiSHhoREZHKKDzxzMrKQo8ePfDzzz/j4cOHyMjIwOPHjzFv3jx07twZ6enpyhgnEZFG+/nnnyGRSPDq1Su1bI+Ux9fXF99++y2uX7+O9PR0vH79GqGhoejSpQvev39f0sMjonzMnz8f9evXR3Z2dkkPRXRr1qxBrVq1+DmUC2a2cig88VyxYgWOHz8ufWxnZwc/Pz/4+Pjg+vXriI+PF3WApJ527NgBiUSCvXv3ypU1adIEEokEp06dkiurVasW2rVrB0B+5cfy5cujevXqGDp0KJ4/fy7zvM/rfvozbdq0Iu1DZGQkRo8eDXt7exgYGKBWrVro168f7t69K1f3/fv3mDp1KiwtLaGvr482bdrg2LFjcvXevXuHn376CV9//TVMTEwgkUiwefPmItcTez8Kuy/KaFPTifma5SfnvX7lyhW5suzsbJiZmWH+/Pmi90vK8+eff6JLly6YNWsWHBwcpNvv3LmDffv2ldzASrHP/x/lPNbT05PLFwDo2LEjGjVqlGsbEokE586dk3uOIAioWbMmJBIJevToIVf+4MEDjBgxAra2ttDT04ORkRG++OILLF26FGlpaaL1UxiKfH6Vhc/zwnr79i3mzZuHqVOnoly5//uV+fbt2/Dw8ICtrS0qVKiAKlWqoEOHDti/f7/M8xXNUkX89ttvkEgkcu9boPCv99ChQ5GRkYG1a9cWezzqRhWZzbxWnMITzzVr1kj/XqlSJVy+fBn+/v5Yu3YtNmzYIOrgSH21b98eAORC8u3bt7h16xbKly+P8+fPy5Q9ffoUT58+lT43x+zZs7F161asWbMGLi4uCAoKgpOTU67fnufU/fSnf//+RdqHefPmYffu3ejSpQuWLl0KHx8fnDlzBs2bN8etW7dk6g4dOhSLFy/GwIEDsXTpUmhpaaF79+5y+//q1SvMnj0bUVFRaNKkSZ59F7ae2PtR2H1RRpuaTszXrKguX76MV69ewdXVtUT6p6Lp1asXjh07htmzZ+P06dPQ0tKSll2+fLkER1b2vH//HgEBAQo9R09PDyEhIXLb//rrLzx79gy6urpyZQcPHoSDgwN27NgBNzc3LF++HHPnzkWtWrUwZcoUjBs3TpR+CkuRz6+y8HleWBs3bsSHDx/g5eUls/3x48dITk7GkCFDsHTpUsyaNQsA4O7ujsDAQGk9RbO0sJ49ewZ/f38YGBjkWl7Y11tPTw9DhgzB4sWLIQhCkcejjko6s5nXeRAUkJycLACQ/gwaNEim/MOHD4K2tra0fMiQIYo0TxrGxsZGaN26tcy2P//8U5BIJIKXl5fQrVs3mbKQkBABgBAWFiYIgiBs2rRJACBERkbK1Js6daoAQNi+fbt0W151i+P8+fPC+/fvZbbdvXtX0NXVFQYOHCjddunSJQGAsGDBAum2tLQ0wc7OTnB0dJR5fnp6uhAbGysIgiBERkYKAIRNmzbJ9V3YemLuhyL7oow2NV1xX7OffvpJACC8fPky33r5vddnzZolWFlZKdQeqV7Oa5jzc/ToUZnyqlWrSsuGDRtWQqMs3T7/f5TzuGnTpoKurq7w/PlzmfpOTk6Cvb19rm307t1bqFKlipCZmSlTPnz4cKFFixaClZWV4OrqKt3+8OFDwdDQUKhfv74QExMjN7Z79+4Jv//+e7H7UURhP79K0+f5u3fvit1G48aNBW9v70LV/fDhg9CkSROhXr160m2KZKkiPD09hc6dO+f6vhUExfLqypUrAgDhxIkTRR6POlJFZhc2rwvbXlmg0Deeb968kXlctWpVmcdaWlowNTVVpEnSYO3bt8f169dlThk6f/487O3t4eLigosXL8pcE3H+/HlIJBJ88cUX+bb75ZdfAvh4mpIytWvXDjo6OjLb6tSpA3t7e0RFRUm37dq1C1paWvDx8ZFu09PTw7fffouIiAg8ffpUul1XVxfVqlUrsO/C1iuMwu4HUPh9UUabikpOTsbMmTNRt25d6Ovrw8TEBI6OjoiIiChSe8Ul5muW4/Hjx6hduzYaNWpUqMsUDh48mO/R07zaO336NFq2bAk9PT3Y2dlh7dq10utNSPmsra1lHn/6zVVpvG5MnU2fPh1ZWVkKfevp5eWF169fy5xumpGRgV27dmHAgAFy9efPn493795hw4YNsLCwkCuvXbt2rt94KtqPIgr7+VWcz/NTp07leQlOSEgIJBKJzOf38+fP8c0336Bq1arQ1dWFvb09Nm7cKPO8x48fw9fXF/Xq1YO+vj5MTU3h4eGB6OhomXo5n2f//vsvBgwYgMqVK0vPrkpOTsb48eNhbW0NXV1dmJubo2vXrrh27Vq+/xaPHj3CzZs34ezsnG+9HFpaWqhZs6bM78qKZGlhnTlzBrt27cLvv/+eZx1F8qpFixYwMTFBWFhYkcYDqF9eAyWf2QXldV7tlfa8Lq9IZWNjY5nHn/+jZ2Vl4fXr18UfFWmE9u3bY+vWrbh06RI6duwI4OPksl27dmjXrh2SkpJw69YtNG7cWFpWv379Ag9O5ARK5cqV5cqSkpLkLsyuUqVK8Xfm/xMEAfHx8bC3t5duu379OurWrQsjIyOZuq1btwYA/P3336hZs6ZoYxBDbvsBFG9flNFmfuP/6quvcPv2bYwcORL16tVDYmIirly5gooVKyrUFgBkZmYiKSmpUHVNTExkruVRlgcPHqBz584wMTHBsWPHCnwfx8XF4fr165g9e7ZC7V2/fh1ff/01LCws8MsvvyArKwuzZ8+GmZmZ6PtEudPW1pZ5XFp+gdBENjY2GDx4MNatW4dp06bB0tKywOdYW1vD0dERoaGhcHFxAQAcPnwYSUlJ6N+/P5YtWyZTf//+/bC1tZWuZ1BYivajDMX5PO/YsSNq1qyJ4OBg9OrVS6YsODgYdnZ2cHR0BPDx98e2bdtCIpFg9OjRMDMzw+HDh/Htt9/i7du3GD9+PICP10heuHAB/fv3R40aNRAdHY3Vq1ejY8eO+Pfff1GhQgWZfjw8PFCnTh34+/tLTx39/vvvsWvXLowePRoNGzbE69evce7cOURFRaF58+Z5/ltcuHABAPKtk5KSgrS0NCQlJSE8PByHDx+Gp6dnnvWBvLO0MLKysjBmzBh89913MteLF1fz5s3lLo8qrLKQ14BimV1QXufVXlnIa4UmnhUrVkT9+vVx584dAMCBAweQkJAAExMTAB+PaGVmZoo/SlJLn17n2bFjR3z48AGXLl3CkCFDYGdnh6pVq+LcuXNo3LgxkpOT8c8//+Cbb76RaydnMpmeno5Lly7hl19+ga6ubq6LKOR25FEQ8bqE4OBgPH/+XObDIjY2Ntej1jnb1PGWCLntB1C8fVFGm3m5du0aLl68iN27d6N3794KP/9z58+fR6dOnQpV99GjR3LfUIntzp076NKlC6pXr44jR47kepDlc4cOHYKenh46d+6sUHs//fQTtLS0cP78eekv2f369UODBg3E2yEiDTJjxgz88ccfmDdvHpYuXVqo5wwYMAB+fn5IS0uDvr4+goOD4eTkJDdxffv2LZ4/f46ePXsWaWyF7UdZivN5LpFI4O3tjcWLFyMpKUn6ZcXLly9x9OhRzJgxQ1p3xowZyMrKwj///CM9GP3999/Dy8sLP//8M0aMGAF9fX24urqib9++Mv24ubnB0dERu3fvxqBBg2TKmjRpIned7MGDBzF8+HAsWrRIuu2HH34o8N8i53ddGxubPOtMmjRJujBPuXLl0Lt3b6xYsSLfdvPK0sJYs2YNHj9+LLPIpxhsbW2xdevWIj23tOc1oHhm55fX+bVXFvJaoYknAPj4+GDixIkAgMTERLRu3Rqenp549eoVNm3aJPoASX01aNAApqam0gUHbty4gZSUFOlR3nbt2uH8+fPw9fVFREQEsrKy5BYWAuQnk9bW1ggKCkKNGjXk6q5cuRJ169ZVwt58/CAYNWoUHB0dMWTIEOn2tLS0XBd10NPTk5ark7z2Ayj6viijzfxUqlQJ5cqVw+HDh9GkSRMYGxvD2NhY7pujwmrSpEmhV2UU+9Scz926dQuenp6oXbs2Dh8+LPfNQl4OHTqETp06QV9fv9DtZWVl4fjx4+jVq5fML661a9eGi4uL3AqMRGWBra0tBg0ahMDAQEybNi3Xidbn+vXrh/Hjx+PAgQP4+uuvceDAgVy/gXz79i0AFOmbHkX6UZbifp4PHjwYc+fOxa5du/Dtt98CALZv344PHz7A29sbwMeDxbt370a/fv0gCILMWUzdunXDtm3bcO3aNXzxxRcyn3eZmZl4+/YtateujUqVKuHatWtyE8/vv/9ebkyVKlXCpUuXEBMTo9AE/vXr1yhfvjwMDQ3zrDN+/Hj07dsXMTEx2LFjB7KyspCRkZFn/fyytDDj+fHHHzFr1izRvwGrXLky0tLSkJqaKvctckFKc14DRcvsvPI6v/bKSl4rPPEcM2YMDhw4gJMnTwL4+FWxv78/AMDBwQGxsbFl/h41ZYVEIkG7du1w5swZZGdn4/z58zA3N0ft2rUBfJx45hz5yzmFI7eJZ85kMikpCRs3bsSZM2fyXL2vdevWaNmypej7EhcXB1dXVxgbG0uvccmhr6+f6z2uclbdze2DpaTktx9A0fZFGW0WxM7ODoGBgRg1ahTWr18PAPj3339ljvq9fPkSQ4cOxenTp1GjRg2sWrUKXbp0ybW9ypUrF/o6HWVzc3ND1apVceTIkXx/oflUZmYmjh07hrlz5yrU3osXL5CWlib9P/mp3LYRlRUzZ87E1q1bERAQUKhvPc3MzODs7IyQkBCkpqYiKytL7ps4ANJfIpOTk4s0rsL2oyzF/TyvX78+WrVqheDgYOnEMzg4GG3btpV+5rx8+RJv3rxBYGCgzAqwn3rx4gWAjxPduXPnYtOmTXj+/LnMGU65nY6Z27eT8+fPx5AhQ1CzZk20aNEC3bt3x+DBg2Fra5vvvhRG/fr1Ub9+fQAfJ91fffUV3NzccOnSJblT6gvK0oLMnDkTJiYmGDNmTLHH/bmcf9eiXAZQmvMaUDyz88vr/NorK3mt8InR5cuXx8GDB/Hjjz/CxsYG2traqFmzJiZMmICzZ8/mubQzlU7t27dHUlIS/vnnH+n1nTnatWuHx48f4/nz5zh37hwsLS1z/aBv3bo1nJ2d0adPH4SHh6NRo0YYMGAA3r17p5J9SEpKgouLC968eYM///xT7oiohYUFYmNj5Z6Xs02Zp0CdPn06z/uXfr6wQEH7ASi+L8poszBWrlyJCRMm4IcffkB4eDiOHTsm9033qFGjUK1aNbx8+RILFixAv379kJCQkGt7GRkZiIuLK9RPVlaWwuNVRJ8+ffDgwQMEBwcX+jnnzp3D27dv0b17d1HaIyrrbG1t4e3tjcDAwFw/v3IzYMAAHD58WHrrr0qVKsnVMTIygqWlZbFulVGYfpRFjM/zwYMHS28B8+DBA1y8eFH6bSfwfwtqeXt749ixY7n+5CxCOGbMGPz222/o168fduzYgaNHj+LYsWMwNTXNdWGu3CbG/fr1w8OHD7F8+XJYWlpiwYIFsLe3x+HDh/PdD1NTU3z48EGhgwh9+/ZFZGSk3H06C8rSgrL+3r17CAwMxNixYxETE4Po6GhER0cjPT0dmZmZiI6OzjP/CiMxMREVKlQo0oHi0pzXgOIZm19eF6W90kbhbzyBj6dc/PLLL/jll1/kyj5faYxKt0+v8zx//rx0QQDg40ppurq6OH36NC5dupTnf8JPaWlpYe7cuejUqRNWrFiBadOmKWvoAD4exXVzc8Pdu3dx/PhxNGzYUK5O06ZNcerUKbx9+1bmFItLly5Jy5WlZcuWuH79eq5l1atXl/69MPsBKLYvymizMJ49e4YJEyZg9erV0iPmn3v37h327duHhw8fokKFCnB3d4eDgwPCwsIwbNgwufoXLlxQm2tGFixYgPLly8PX1xcVK1Ys1GqVBw8eRMOGDXMdV37tmZubQ09PD/fv35d7Xm7bSBxDhw7F0KFD8yxnTqqHmTNnIigoCPPmzStU/V69emHEiBG4ePEitm/fnme9Hj16IDAwEBEREdLFdBRR2H6UQYzP8/79+2PixIkIDQ1FWloatLW1ZRbcMTMzQ8WKFZGVlVXgN1u7du3CkCFDZK7PTE9Pl7vLQkEsLCzg6+sLX19fvHjxAs2bN8dvv/0mXcQpNznfZD569Ei6SGJBck5F/vTb2MJkaUFZf/v2bWRnZ2Ps2LEYO3asXB0bGxuMGzcu35Vu8/Po0aMiXUdY2vMaUDyz88vr/NorK3ldpIknUY6cJZ9zLpb/9BtPXV1dNG/eHCtXrkRKSkqup9nmpmPHjmjdujV+//13jB8/XnptidiysrLg6emJiIgIhIWF5fkLQt++fbFw4UIEBgZi8uTJAD7ehHzTpk1o06aNUle0NTQ0LDDoC7sfQOH3RRltFtaNGzeQmZkJOzu7POvcu3cPhoaGMtcBOzg44Pbt27nWV6drRiQSCQIDA6U3Hzc0NIS7u3u+zzl06FCui20V1J6WlhacnZ2xb98+meub7t+/X+DRfqLSzs7ODt7e3li7di2srKxQvnz+vxIZGhpi9erViI6OhpubW571fvjhBwQHB+O7777DyZMn5W499+DBAxw4cCDXW6oo0o8yiPF5XqVKFbi4uCAoKAjp6en4+uuvZVYA1dLSQp8+fRASEoJbt26hUaNGMs9/+fKl9BpGLS0tuQUEly9fXuhvurKysvDu3TuZuzKYm5vD0tIy11OKP5WTe1euXJGbeL548QLm5uYy2zIzM/HHH39AX19fOrksbJYWlPWNGjXK9TY1M2fORHJyMpYuXZpvZhbk2rVrGDhwoMLPK+15DSie2fnldX7tlZW85sSTikVHRwetWrXC2bNnoaurixYtWsiUt2vXTnqksrATTwCYMmUKPDw8sHnz5lwXC8iPRCKBk5MTTp8+nW+9SZMmITw8HG5ubkhISEBQUJBMec6pQW3atIGHhwf8/Pzw4sUL1K5dG1u2bEF0dDQ2bNgg1+6KFSvw5s0b6ep/+/fvx7NnzwB8PG0oJwALW68ghd0PRfZFGW3mKOj1qV+/PrS1tTFo0CD4+PigevXqePnyJc6cOQN/f380adIE7969k7vA38jIKM/bOYl1zYhYr1m5cuUQFBSE//3vf+jXrx8OHTqU5+p3jx49QlRUFFavXl2k9n7++WccPXoUX3zxBUaOHImsrCysWLECjRo1wt9//63A3hOVPjNmzMDWrVvx33//Fer2FoVZEMbOzg4hISHw9PREgwYNMHjwYDRq1AgZGRm4cOECdu7cme834oXtByh83gGF+/xS9PM8L4MHD5Zemzpnzhy58oCAAJw6dQpt2rTB8OHD0bBhQyQkJODatWs4fvy49DTMHj16YOvWrTA2NkbDhg0RERGB48ePF/qe8cnJyahRowb69u2LJk2awNDQEMePH0dkZKTMt6i5sbW1RaNGjXD8+HG5FflHjBiBt2/fokOHDqhevTri4uIQHByMO3fuYNGiRdJr9xTJ0vxUqVIF//vf/+S253zDmVtZYfPq6tWrSEhIyHUlZk3Oa0D1mV2YvM6vvTKR1wJRMfn5+QkAhHbt2smV7dmzRwAgVKxYUfjw4YNM2aZNmwQAQmRkpNzzsrKyBDs7O8HOzk748OFDvnU/lZycLAAQ+vfvX+C4nZycBAB5/nwqLS1NmDx5slCtWjVBV1dXaNWqlfDnn3/m2q6VlVWebT569EjhemLuR2H3RRltCkLhX5/w8HChbdu2QoUKFQRdXV3Bzs5OGDhwoJCWliYIgiBcu3ZNqFy5ssxzRo8eLUyaNKnAf6/iKM5r9tNPPwkAhJcvX0q3paamCk5OToKhoaFw8eJFQRAEYePGjQIA4dq1a4IgCMKKFSsEY2NjITMzs0jtCYIgnDhxQmjWrJmgo6Mj2NnZCevXrxcmTZok6OnpFfefhEgtfZ4Z+WXIkCFDBACCvb19vm3kxcrKSnB1dZXbfvfuXWH48OGCtbW1oKOjI1SsWFH44osvhOXLlwvp6enF7keRvMt5fmE+vxTJu7y8f/9eqFy5smBsbCz93P5cfHy8MGrUKKFmzZqCtra2UK1aNaFLly5CYGCgtE5iYqIwbNgwoUqVKoKhoaHQrVs34c6dO4KVlZUwZMgQab3cPg9zxjFlyhShSZMmQsWKFQUDAwOhSZMmwqpVqwq1H4sXLxYMDQ2F1NRUme2hoaGCs7OzULVqVaF8+fJC5cqVBWdnZyEsLEymnqJZqignJye5922Owr7eU6dOFWrVqiVkZ2fLPF/T81oQlJ/Zhc3rwrYnCKU/r9Vy4tmiRQvh999/F2JjY0t6KKRhDh48KEgkEuHmzZslPRTKhVivT3JysqCtrS08e/ZMuq1jx47Cxo0bizvEErd06VIBgHD//n1BEATBxcVF8PDwEL2fnj17CrVr1xa9XVIN5iSpc95lZmYKZmZmwjfffFPSQymWN2/eCCYmJsL69etLeihKkZ6eLlSrVk34/fff5cqY1wVjXitO4VVtVSE+Ph4TJkxAzZo10a1bN/zxxx8qW+GUNNupU6fQv39/ODg4lPRQKBdivT6Ghobo2bMnfvrpJ6SlpeHAgQO4efNmkW/ark4iIyNhYGAAKysrAB+veZ4wYUKx2vz83nv37t3DoUOH0LFjx2K1SyWHOUnqnHf79u3Dy5cvMXjw4JIeSrEYGxvjhx9+wIIFC3JdRVfTbdq0Cdra2rle0sS8LhjzughKeuabl9OnTws+Pj6CqampIJFIhAoVKgienp5CeHh4rl9hK+ry5cvCqFGjhIYNGwoVKlQQatasKXh4eAj//fefXN3t27cLbdq0EYyNjQUTExOhQ4cOwoEDB+TqZWVlCfPmzROsra0FXV1dwcHBQQgJCSn2WIlI3osXLwQXFxdBX19fqFOnjnDs2LGSHlKx7Nq1Sxg9erQgkUiE4cOHi9p2tWrVhGnTpgmBgYHCjBkzBBMTE8HAwEC4e/euqP2QaikzJ5mRVBQXL14UAgMDhZo1awrNmjUr6eGQmmBeF15pz2u1nXjmyMzMFMLDw4X+/fsLBgYGQrly5QRTU1Ph+++/F86cOVPkdvv06SNUq1ZNGDNmjLBu3Tphzpw5QtWqVQUDAwPhn3/+kdZbtmyZAEBwdXUVVq9eLSxZskRo0qSJAEDYvXu3TJvTpk0TAAjDhw8XAgMDBVdXVwGAEBoaWuRxElHZYG1tLZiamgrfffed8O7dO1HbHjp0qGBlZSXo6uoKRkZGQrdu3YSrV6+K2geVHGXkJDOSimLIkCGClpaW0KJFC5n3CVFpwrwuOrWfeH4qJSVFCAoKErp37y7o6OgI5cqVE6ysrAQ/Pz+F2zp//rzw/v17mW13794VdHV1hYEDB0q31alTR2jVqpXMRddJSUmCoaGh4O7uLt327NkzQVtbWxg1apR0W3Z2tvDll18KNWrUkFtYh4iISGxi5SQzkoiIxKaW13jmpUKFChg4cCAOHjyIp0+fwt3dHU+ePCn0zZ8/1a5dO+jo6Mhsq1OnDuzt7REVFSXd9vbtW5ibm0MikUi3GRkZwdDQEPr6+tJtYWFhyMzMhK+vr3SbRCLByJEj8ezZM0RERCg8RiIiIkWIlZPMSCIiEptGTTwB4OLFixg7diyaNGmCsLAw6OnpSe8VVVyCICA+Pl7mRscdO3bEn3/+ieXLlyM6Ohp37tzBqFGjkJSUJHPz5+vXr8PAwAANGjSQabN169bSciIiImVTVk4yI4mIqDjKl/QACiMqKgrBwcHYtm0bHj16BIlEgk6dOmHu3Lno06cPKlasKEo/wcHBeP78OWbPni3dtmzZMrx69Qpjx47F2LFjAXy8ke+JEyfg6OgorRcbG4uqVavKHPUFAAsLCwCQ3ryWiIhIbKrISWYkEREVh9pOPJ8+fYrQ0FCEhITgn3/+gSAIaNasGRYsWAAvLy9pWIkl5yito6MjhgwZIt1eoUIF1KtXDzVq1ECPHj2QnJyMJUuWoHfv3jh79ixq164N4OPyx7q6unLt6unpScvzEhoaitDQ0DzLT548CUNDw6LuGhGRRjE1NcXt27dLehhqT5U5WZIZCTAniYg+pak5qZYTzw4dOuDChQvIzs6GtbU1/Pz8MHDgQLlTdMQSFxcHV1dXGBsbY9euXdDS0pKWeXh4oHz58ti/f790W8+ePVGnTh3MmDED27dvBwDo6+vj/fv3cm2np6dLy/Pi5eUFLy+vPMvd3d0RHh6u8H4REWkid3f3kh6C2lNlTpZ0RgLMSSKiT2lqTqrlxDMqKgo+Pj4YOHAgvvjiC6X2lZSUBBcXF7x58wZnz56FpaWltOzhw4f4888/ERgYKPMcExMTtG/fHufPn5dus7CwwKlTpyAIgsypRLGxsQAg0y4REVFxqConmZFERCQWtVxcKDY2FqtWrcIXX3yBly9fFlg/MjKySP2kp6fDzc0Nd+/exYEDB9CwYUOZ8vj4eABAVlaW3HMzMzPx4cMH6eOmTZsiNTVVZrU/ALh06ZK0nIiISAyqyElmJBERiUktJ57ly//fF7FdunRBYmJinnVPnToFZ2dnhfvIysqCp6cnIiIisHPnTplFEHLUrl0b5cqVw/bt2yEIgnT7s2fPcPbsWTRr1ky6rWfPntDW1saqVauk2wRBwJo1a1C9enW0a9dO4TESERHlRtk5yYwkIiKxqeWptp9KTU1F165dceLECRgbG8uUHThwAB4eHrkGYkEmTZqE8PBwuLm5ISEhAUFBQTLl3t7eMDMzwzfffIP169ejS5cu6N27N5KTk7Fq1SqkpaXBz89PWr9GjRoYP348FixYgMzMTLRq1Qr79u3D2bNnERwcLHNNDBERkViUkZPMSCIiEp2g5qKjo4VatWoJbdu2FZKTk6XbQ0NDBW1tbcHV1VVIS0tTuF0nJycBQJ4/OTIzM4Xly5cLTZs2FQwNDQVDQ0OhU6dOwsmTJ+XazMrKEvz9/QUrKytBR0dHsLe3F4KCgoq2459wc3MrdhtERJqCn3mKUUZOalJGCgLfM0RUtmjqZ55EED45P0ZNPXjwAE5OTrC1tcWff/6JoKAg+Pr6om/fvggKCpI55ag04mp9RFSW8DNPccxJvmeIqOzQ1M88jUgiOzs7HD9+HB07dkTTpk3x4MEDfPPNNwgMDJS7GTUREVFZw5wkIiJ1p3YTz4SEhFy3m5ubY/v27XBzc8OQIUMQEBAgs5iCiYmJqoZIRERUYpiTRESkidRu4lmlSpV8j84KgoAtW7Zgy5YtMttzW86diIiotGFOEhGRJlK7ieePP/7I04KIiIjywJwkIiJNpHYTz59//rmkh0BERKS2mJNERKSJypX0AIiIiIiIiKh048STiIiIiIiIlIoTTyIiIiIiIlIqTjyJiIiIiIhIqTjxJCIiIiIiIqXixJOIiIiIiIiUSuMnnk+ePMHbt29LehhERERqiTlJRETqQOMnntbW1rC0tMS0adOQkJBQ0sMhIiJSK8xJIiJSBxo/8Rw8eDBcXFywefNm2NralvRwiIiI1ApzkoiI1EH5kh5AcW3evFn693///bfkBkJERKSGmJNERKQONP4bz081bNiwpIdARESktpiTRERUUkT/xjMrKwtHjhzBw4cPkZiYCEEQZMolEglmzZoldrdEREQagTlJRERlkagTzytXrqBPnz549uyZXJDmKChQbWxsIJFIFOpXIpHgwYMHCj2HiIhI1ZiTRERUVok68fT19UVaWhr27duHL7/8EpUqVVK4DScnJ4UDlYiISBMwJ4mIqKwSdeJ58+ZN/Pbbb3BzcytyG58ugkBERFSaMCeJiKisEnVxoRo1auR56hAREVFZx5wkIqKyStRvPKdOnYqFCxfCx8cHRkZGYjaNzMxM3LlzB0lJScjOzpYr79Chg6j9ESlTSkoKDA0NAQDv3r2DgYFBCY+IiFSBOUlERGWVqBPP5ORkGBoaonbt2ujfvz9q1qwJLS0tmToSiQQTJkwodJvZ2dnw8/PDqlWrkJqamme9rKysIo+biIhIFZiTRERUVok68Zw8ebL07ytWrMi1jqKB6u/vjwULFmDEiBFo3749Bg0ahHnz5qFSpUpYtWoVJBIJ5s+fX+yxExERKRtzkoiIyipRJ56PHj0SszkAHxdR6NevH1avXo3Xr18DAFq0aIHOnTtjyJAhcHR0xMmTJ+Hs7Cx630RERGJiThIRUVkl6sTTyspKzOYAAM+ePcMPP/wAANDV1QUApKenAwB0dHTg7e2NxYsXw9/fX/S+qewR49rLzr5PCqyTlfl/p8N1H/8UWtoVCnzOyVW1FB4LEakX5iQREZVVoq5qqwympqZ49+4dAMDQ0BBGRkZ4+PChTJ3ExMSSGBoREamB169fo2bNmiU9jBLDnCQiIk0g+sTz5s2bGD58OFq0aIHatWvD1tZW5sfOzk6h9po1a4bIyEjp406dOuH333/H+fPncfbsWSxbtgxNmjRReJyRkZEYPXo07O3tYWBggFq1aqFfv364e/euXN3s7GysXr0aTZs2hb6+PkxNTdG5c2fcuHFDrt78+fNhY2MDPT09NG7cGKGhoQqPjYiICm/9+vWIiYlBVFRUSQ+lUDQhJ5mRREQkNlEnnqdPn0br1q1x4MABWFpa4uHDh7C1tYWlpSUeP34MQ0NDhZdz9/Hxwfv37/H+/XsAwG+//YY3b96gQ4cOcHJywtu3b7Fo0SKFxzpv3jzs3r0bXbp0wdKlS+Hj44MzZ86gefPmuHXrlkzdb775BmPHjkWLFi2wfPly/Pjjj6hVqxZevHghU2/GjBmYOnUqunbtiuXLl6NWrVoYMGAAtm3bpvD4iIiocDZv3ozs7OwiZYGqaUpOMiOJiEhsEkHEO1l36NABr169wsWLF5GRkQFzc3McP34cnTt3xqVLl+Di4oLg4GC4uLgUq5+kpCScPn0aWlpaaNeuHUxMTBRu48KFC2jZsiV0dHSk2+7duwcHBwf07dsXQUFBAIAdO3bA09MTe/bsQa9evfJs7/nz57CxsYGPj490pUJBEODk5IRHjx4hOjpabsn8wnJ3d0d4eHiRnkuKUeU1nmfWNwAAdPguitd4En1Ckc+8f/75B126dMHLly9hZWWFBw8eFPmzVhU0JSc1KSMB5iQRlS2a+pkn6uJC165dwy+//AIjIyPp9SQ59w1r06YNRowYgVmzZhU7UI2NjdGzZ89itdGuXTu5bXXq1IG9vb3M6VqLFy9G69at0atXL2RnZyMtLS3XyUhYWBgyMzPh6+sr3SaRSDBy5EgMGDAAERERaN++fbHGTMWjjEV/ijoZ1NKugE4jHxfpuUTFIcbBFXWycOFCvHz5EgCQkJCAP//8E66uriU8qrxpSk4yI4nEV9o+f4kUJeqptuXLl0fFihUBAJUqVYK2trbMqTa2trb4999/823jyZMnePLkidzjgn7EIAgC4uPjUaVKFQDA27dvcfnyZbRq1QrTp0+HsbExDA0NYWtrix07dsg89/r16zAwMECDBg1ktrdu3VpaTkRE4snMzMTp06elj5OTk7Fw4cKSG1AhaHJOMiOJiKg4RP3Gs3bt2rh37x6Aj0cy69evj71792LgwIEAgIMHD6JatWr5tmFtbQ2JRIK0tDTo6OhIHxck54hxcQQHB+P58+eYPXs2AODBgwcQBAHbtm1D+fLlMX/+fBgbG2Pp0qXo378/jIyM8PXXXwMAYmNjUbVqVbmxWlhYAABiYmKKPT4iIvo/Bw8eREJCgsy2e/fuITExEZUrVy6hUeVPk3OSGUmUN3U6q4roc1lZWdi3bx/69OlTouMQdeLZvXt3bNy4EXPnzkX58uUxceJEDBs2DHXq1AHwMaTmzp2bbxsbN26ERCKBtra2zGNlu3PnDkaNGgVHR0cMGTIEAKTL079+/RoXL15EmzZtAHw8r9rGxga//vqrNFTT0tKk90/7lJ6enrQ8L6Ghofmu7BcREQF3d/ei7RhJ3byZ92uQQ8j+v1/Mbh3xhaRc/tccubvrF6mfositLyJFffjwQfp3Dw8PlC8vagyo1JIlS6Sf0zni4uKwefNmTJgwoYRGlT9NzcmSzEiAOUnqr7DZb2rlDAC4fWxMgXWZ+ySWU6dOwcvLC+np6ShXruTupinq4kKZmZl4+/YtTExMpCEYFBSE3bt3Q0tLCz169MDQoUPF6k40cXFx+OKLL5CZmYmLFy/C0tISAHDlyhW0atUKNjY2cvdE++abbxAUFITU1FSUL18ePXr0QFRUFB48eCBTLzU1FQYGBpg2bVqBv0zkRVMvIFY3ylj0J7ejkYXppyh45JPEoAnXGBXmM+/169do0qQJnj9/Lldmb28vt/KqutDEnFT3jASYk1TylJH9zH3Ki6KfeV9//TWOHz+OQ4cO4auvvlLiyPIn6qFubW1tmJqaymzz9vaGt7d3kdv85ptvMGLECOmR1M9dvnwZa9aswcaNG4vUflJSElxcXPDmzRucPXtWGqgApH+vWrWq3PPMzc2RmZmJlJQUGBsbw8LCAqdOnYIgCDJHnmNjY2XaIvXGRX9Ik5WlU702bNiAuLi4XMtevnyJO3fuoH79+ioeVcE0LSeZkUREmu3du3e4desWsrKysGDBghKdeCrlu9b3798jIiICYWFhePXqVbHa2rx5s9wR0k89evQIW7ZsKVLb6enpcHNzw927d3HgwAE0bNhQptzS0hLVqlXL9Yh6TEwM9PT0pItENG3aFKmpqXI3ML906ZK0nIiIxLF58+Y8r1l88eKF2t/TUxNykhlJRKT5goODpau/37lzB0lJSSU2FtEnnsuWLYOFhQXat2+P3r174+bNmwCAV69eoUqVKkX+ZjIvMTEx0NdX/Bz4rKwseHp6IiIiAjt37oSjo2Ou9Tw9PfH06VMcO3ZMuu3Vq1cICwtD586dpedJ9+zZE9ra2li1apW0niAIWLNmDapXr57r0vRERKS4t2/fIj09HXXr1pX+GBgYyDzObyJW0jQhJ5mRRESlw+rVq5GRkQEAiI+Pxx9//FFiYxH1VNtNmzZh/Pjx6N+/P7766it888030rIqVaqgc+fO2LZtm8z23ISFhSEsLEz6ODAwEMePH5er9+bNGxw/fhytWrVSeKyTJk1CeHg43NzckJCQIL0Zdo6c0578/PywY8cO9OnTBxMnToSxsTHWrFmDzMxM+Pv7S+vXqFED48ePx4IFC5CZmYlWrVph3759OHv2LIKDg9X6huZERJrEyMhI7prCnj17yuSGutKUnGRGEhFpvkePHiE+Pl76ODMzE4GBgRgzpuDFrZRB1InnokWL0LNnT4SEhOD169dy5S1atMCyZcsKbOfff//Fzp07AXxcbv7SpUu4evWqTB2JRAIDAwN06NABixcvVnisf//9NwBg//792L9/v1x5TqhWrVoV586dw+TJk7FkyRJkZmbC0dERQUFBaNKkicxzAgICULlyZaxduxabN29GnTp1EBQUhAEDBig8PiIiZeB1zCVLU3KSGUlEpPmWLl0qtx7Cy5cvce/ePelq6qok6sTz/v37GDt2bJ7lJiYmuQbt5/z8/ODn5wcAKFeuHDZs2CB6MH160/GC2NraYs+ePQXWK1eunMzYiYiIPqUpOcmMJCLSbNnZ2bmufBsfH4/Fixdj9erVKh+TqBPPSpUq5btIwr///lvgjbE/l52dXdxhERERqQXmJBERqcJff/2FhISEXMsOHz6MrKwslV/mIOriQt27d0dgYCDevHkjV3b79m2sW7euWDd4fvfuHZ4+fYonT57I/RAREak75iQREanC/Pnz81zBNjExMdd1AZRN1G88f/31V7Rp0waNGjWCm5sbJBIJtmzZgo0bN2L37t2wsLDAjz/+qFCb6enp+OWXX7Bhw4Z8Tz/Ka1l9IiJ1l5KSAkNDQwAfJw4GBgYlPCJSFuYkEREp27t373D58uU8y9++fYt58+ahW7duKhyVyBNPS0tLXL16FdOnT8f27dshCAK2bt2KihUrwsvLCwEBAahSpYpCbfr6+mLLli343//+hy+//BKVK1cWc8hEREQqw5wkIiJVmDhxovRSjA8fPmDXrl3o37+/tNzW1laUfjIzMxETE4MqVaoUeOBc1IknAJibm2P9+vVYv349Xr58iezsbJiZmUnv5aWoPXv24LvvvsPatWtFHikREZHqMSeJiEiZDA0NMWPGDOnjjIwM3L59G7NmzSp0GzY2Npg8eTJGjRqVb73ExETY2Nhg1qxZ+OWXX/KtK/rE81NmZmbFbkMikaB58+YijIaIiEi9MCeJiEgdPXnyJNf1CD5nbm4OKyurfE/tzSH6xDMlJQW7d+/Gw4cPkZiYCEEQZMolEgmWLl1a6PZ69uyJ48ePY8SIEWIPlYiISOWYk0SkTFw3gMTy/PlzuXtE58bW1lb1E88TJ07Aw8Mj39mxooE6a9Ys9OvXDz4+PhgxYgRq1aqV69K/JiYmRRkyEZHSdfbNf0XRrMxU6d+7j38KLe0KBbZ5clWtYo+LCkeR61cKwpwkouJippCqrFmzBmvWrCmwnkQikTuImhtRJ56jRo2CgYEBtm/fjjZt2sDIyKjYbdapUwcAcP36dWzYsCHPelytj4iIFKGM61cKwpwkIiJN0bt372Ld4utzok48nzx5gnnz5qFr166itfnjjz9CIpGI1h4RERGgnOtXCtMnc5KIlElLuwI6jXxc0sOgUqBZs2YYPHiwaO2JOvFs3LhxnjcqLaqff/5Z1PaIiIhyiH39SkGYk0REVFaJOvGcN28evLy88PXXX6Nly5ZiNi2VlJQEQ0PDXK9fISLSRDw6XXLEvn6lIMxJIiLSBI8ePRL9vtCiTjydnJzw+++/w9HREQ0aNEDNmjXlgk8ikSAsLEyhdq9cuYKZM2fizJkzyMjIwNGjR9G5c2e8evUK3377LSZMmICOHTuKuCdERFwZsCwQ+/qVgjAniYhIEwiCUKjLODIzM5GRkYEKFSoUWF/Uiefu3bvh7e2NrKwsPHv2DMnJyXJ1FL0O5cKFC+jcuTOqV68Ob29vrF+/XlpWpUoVJCUlYe3atQxUolxw4kSUP7GvXykIc5JIvTAniXJna2uL6tWr48iRI2jQoEGe9a5evYp27dph48aNGDp0aL5tlhNzgNOmTUO9evVw584dJCQk4NGjR3I/Dx8+VKjN6dOno0GDBvj333/h7+8vV96pUydcunRJrF0gIiIRpKSkQCKRQCKRICUlpaSHozaYk0REpCliY2PRoUOHfDOkbdu2cHR0xN69ewtsT9RvPGNiYrBgwQLUrVtXtDYjIyMxd+5c6Orq4t27d3Ll1atXR1xcnGj9EVHR8KgxaRplXL9SEOYkkWrxnpdERefv74+goCA4Oztjz549ea7I3qNHD6xevbrA9kSdeLZq1QpPnuT/H1xR2trayM7OzrP8+fPn0l92iYgKq6BfRgDFfyHhLyOapVYt2dcrNjYWMTExSEtLg6GhIezs7FCxYkVR+2ROEhGRprC0tMSZM2fg5uYGNzc3bNmyBZ6ennL1zM3NkZCQUGB7op5qu3z5cmzbtg07duwQrc22bdti165duZalpKRg06ZNcHJyEq0/Uj88ZY+IlOXFixeYMGECLC0tUb16dbRq1QodOnRA8+bNUalSJTg6OoqaacxJIvWSs6p4p5GPC/VtJ1FZY2xsjGPHjuHrr7/GgAEDcr2kIyIiAjY2NgW2Jeo3ngMHDsSHDx/g5eWF4cOHo0aNGrmu1nfjxo1Ct/nLL7/AyckJrq6u8PLyAgDcuHEDDx8+xMKFC/Hy5UvMmjVLzN0gIqIyIDo6Gl988QXi4uJQs2ZNODo6Ij4+Ho8ePYKJiQm8vLwQGRmJ/v3749ChQ9i0aZPCC/98jjlJRESaRldXF3v27MHIkSMxa9YsnDp1Cj/88AMsLCywd+9ebN68Gb/88kuB7Yg68TQxMYGpqSnq1KkjWptt2rTBoUOHMHLkSOnKg5MmTQIA2NnZ4dChQ2jcuLFo/RFpEl67QiVBGacpA6p/702ePBkpKSk4evQounTpIt1+5coVuLu7o2LFioiIiEB4eDg8PDzQpk0bjBw5slh9MieJiEgTlStXDmvXrkWLFi0wdepUdOvWDcDHg6UdO3bE5MmTC2xD1Inn6dOnxWxOqnPnzvjvv//w999/4969e8jOzoadnR1atGhR7KPPRER5yTkFi0qnEydOYMKECTKTTgBo2bIlfv75Z0yePBm//vor3N3dMXjwYAQGBhZ74smcJCIiTTBkyBDY2dnJbffx8UH//v1x+PBhvHr1Cg0aNEDnzp0L1aaoE09l+OOPP9ChQwdYW1ujadOmaNq0qUx5dHQ0zpw5o9L7sBGVNVyIh0qjzMxMGBkZ5VpmZGSEd+/eIS0tDRUqVICjoyOCg4NVPMLCYU4SEZHYNm7cmGeZkZFRrosMFUTUxYWUYdiwYbhw4UKe5ZcuXcKwYcNUOCIiIioN2rVrh7Vr1+LVq1cy21NSUrB06VLY2NigQoUK0m05f1c3zEkiItIEav+NpyAI+ZanpKSgfHm13w3KB69TJKKSEBAQgA4dOqB27dpwd3dH9erV8eLFC+zfvx+vX7/Gtm3bpHWvX7+OJk2alOBo88acJCIiVXr+/Dl+/vlnREZGQl9fH66urvjhhx+go6OT7/PUMolu3ryJv//+W/r47Nmz+PDhg1y9N2/eYM2aNaLeiJuIiMqG5s2b4+LFi5g+fTp2796N9PR0aGtro3Xr1pg5cya++uorad2BAwfC3Ny8BEcrizlJREQlISsrCy4uLgCAESNG4M2bN1i4cCHi4+OxfPnyfJ+rlhPPvXv3SpfklUgkWLt2LdauXZtr3UqVKuGPP/5Q5fCINEZpXBwnJSUFhoaGAIB3797BwMCghEdEudGU916jRo0QHh4OAEhOToaBgQHKlZO/CuXzBYhKGnOSiIiU6cWLF7kecL19+zZu3bqFmzdvolGjRgAAPT09zJs3TzMnnj4+PujRowcEQUDr1q0xe/Zs6cw6h0QigYGBAezs7HgKEZEa0JSJBlFeKlasWNJDKDTmJBGpAx4MLr3q1q2LGTNmYPz48dDW1pZu19HRgUQiQXJysnTb27dvoaurW2CboiZRgwYNMGjQIAwcOBBWVlZFbsfCwgIWFhYAgFOnTqFBgwain+IUGRmJLVu24NSpU4iOjoapqSnatm2LX3/9Nc9TkjIzM9GkSRNERUVhwYIFcveryc7OxsKFC7F69WrExsaibt268PPzk97Qm4iINMOtW7cwYcIEmetXFi1aBGNj42K1qyk5yYwkIq5oX7aFhIRg4sSJWL9+PRYtWoQePXoAAOrXr48OHTqgT58+8PLyQkJCAkJDQzFr1qwC2xR1VduaNWvip59+gp2dHTp06ID169cjKSmpWG06OTlJw/Tff//F4cOHcfjwYfz777/FanfevHnYvXs3unTpgqVLl8LHxwdnzpxB8+bNcevWrVyfs3z5cjx5kvd/whkzZmDq1Kno2rUrli9fjlq1amHAgAEyC1QQEZF6y8jIgKurK7KyshAcHIyFCxfiyJEj8PX1LXbbmpKTzEgiKoycs506jXxcqMUfSXN0794dt27dwogRIzBo0CC4uLjgzp07AICDBw9i7NixePjwITIyMrBlyxbMmDGjwDZF/cbz6NGjiI+PR0hICEJCQuDj44MxY8bA1dUVgwYNQvfu3WW+qi2ssLAwTJw4EdHR0TLbbWxssHjxYri7uyvc5sSJExESEiKz+pKnpyccHBwQEBCAoKAgmfovXrzA7NmzMXXqVPz4449y7T1//hyLFi3CqFGjsGLFCgDAd999BycnJ0yZMgUeHh7Q0tJSeJzEUzjLGq5yTKpy69Yt6fUpn29/+vQpTpw4gdq1awP4uEhPYY7mFkRTcpIZSURE5cuXx8SJEzFkyBBMnz4dzZo1w8iRI/HTTz9h2rRpCrcn+n08q1atKj09KSoqCpMnT8bff/+N3r17o1q1avD19c33fmOfO3ToEPr06QMA8Pf3x969e7F37174+/tDEAT07t0bf/75p8LjbNeundySv3Xq1IG9vT2ioqLk6k+bNg316tWDt7d3ru2FhYUhMzNT5oi4RCLByJEj8ezZM0RERCg8RiIiUp5WrVph1KhRSExMlNleqVIlSCQSPHjwQLrt3r17qFy5sij9akJOMiOJiCiHqakp1q5di4sXL+Lq1auoW7cu1q1bV+DtvD4n+sTzU/Xq1cOcOXNw7tw59O3bF4mJiVizZg2+/PJL1KlTBytXrkR2dna+bcyZMweNGzfGzZs3MXXqVLi7u8Pd3R1Tp07FzZs34eDgIF3Zr7gEQUB8fDyqVKkis/3y5cvYsmULfv/9d0gkklyfe/36dRgYGKBBgwYy21u3bi0tJyIi9XH58mVERUWhTp06WLFihTSPbG1t0bdvX/Tu3Rt9+vRBp06dsGLFikKdRqQoTcpJZiQRUdny8uVLbNmyBfPnz8fWrVtRq1Yt/PXXX1i5ciX8/f3RqlUrnDt3rtDtKW2Zu5SUFOzduxdBQUE4efIkAKBHjx4YPHgwdHR0EBgYiLFjx+LmzZt5LgEPfLxXmb+/f66rZBkYGGDo0KGYPn26KGMODg7G8+fPMXv2bOk2QRAwZswYeHp6wtHRUe40phyxsbGoWrWqXOjmLP4QExOTZ7+hoaEIDQ3NszwiIqJIpxNrips300Rv091dv1T1o8q+SrKfwvQlZGdJ/37riC8k5Qo+PU/d90msvjS5n7z6UiYHBwecPHkSe/bsweTJkxEYGIjff/8dnTt3xvbt27Ft2zZcunQJ9evXx9y5c9G2bVtR+9e0nCypjASYk1R0mvy5WFYyhdTT0aNH0bt3bxgaGqJ27dqIjY3FmDFjcODAAfTt2xdubm5YuHAhunfvDldXVyxYsAA1atTIt01RJ55ZWVk4cuQIgoKCEB4ejtTUVLRo0QKLFi2Cl5eXzFFSd3d3TJ8+HStXrsw3UPX09JCQkJBneUJCAvT09Io99jt37mDUqFFwdHTEkCFDpNs3b96Mf/75B7t27cr3+WlpabkuI5wztrS0vP/zenl55buqn7u7u/Q+c6VRYVZNU1R4Ltf0aXI/quyrJPspTF9Zmak4s/7jtyaNuq0q1DWe6r5PYvWlyf182peqJxC9e/dGjx49sGjRIvzvf/+Ds7MzFi1ahP79+6N///6i9qWpOVmSGQkwJ6noNPlzsaxkCilOFTk5YcIEuLq6IjQ0VHp/6/nz52Py5Mm4ePEidHV1MWPGDHzzzTf44Ycf0KBBA5lbrORG1FNtq1WrBjc3N5w7dw5jxozB7du3ERkZiTFjxsidmgMAjRs3LnCAnTt3xtKlS3O9/uPSpUtYtmwZnJ2dizXuuLg4uLq6wtjYGLt27ZIucPD27Vv4+flhypQpqFmzZr5t6Ovr4/3793Lb09PTpeVEVHxcQY+UQUdHB35+frh79y6MjIzQqFEjzJgxA6mpqQU/WQGamJPMSCKisicuLg6Ojo7SSScAdOzYUe4MFQsLC2zduhVHjx4tsE1Rv/HMWZWvc+fOeV7n8anCHE2eP38+HB0d0b59e7Ru3Rr16tUDAPz333+4fPkyzM3NMW/evCKPOSkpCS4uLnjz5g3Onj0LS0tLadnChQuRkZEBT09P6elDz549AwAkJiYiOjoalpaW0NHRgYWFBU6dOgVBEGT2PTY2FgBk2iUiIvVw69Yt7N69G/Hx8bC0tISHhwc2b96MUaNGYezYsfjjjz8wd+7cPBfNUZSm5WRpzEje8J6IqGA9e/bEr7/+CgBo2LAhYmJiMH/+fPTq1SvX+o6OjgW2Keo3nps3b0aXLl0KFaaFZWNjg5s3b2Ls2LFITEzE9u3bsX37diQmJmLcuHG4ceMGrK2ti9R2eno63NzccPfuXRw4cAANGzaUKX/y5AkSExNhb28PGxsb2NjY4MsvvwTwceVAGxsb6X3SmjZtitTUVLnV/i5duiQtJyIi9bF161Y0adIE+/fvx9u3b3Hy5Ek0btwYe/bsQatWrRAREYGAgAD4+fnhiy++wJUrV4rdpyblJDOSiKjsWrVqFXx8fLB8+XL06tUL/v7+8PT0xKJFi4rcZrG+8czvRtH5qVVLsfO7zc3NsWTJEixZsqRI/eUmKysLnp6eiIiIQFhYWK6z9LFjx+J///ufzLYXL15gxIgRGDp0KHr27AkbGxsAH48KTJgwAatWrZLeo0wQBKxZswbVq1dHu3btRBs7EREV388//4wRI0Zg1apV0m1//PEHZs+ejd69ewMABg4ciF69emHu3LlwcnJCSkqKQn1oak5qckbyXsBEVNYlJCRgxIgRyMjIAABkZ2fj6tWr6Nmzp7RO48aNMWfOnDzb0NPTg7+/P/z9/UUbV7EmntbW1kU6apuVlVVwpVy8ePFCejqPtbU1zM3Ni9QOAEyaNAnh4eFwc3NDQkKC3M2wvb290bx5czRv3lxme07/9vb2MoFbo0YNjB8/HgsWLEBmZiZatWqFffv24ezZswgODuaNsYmI1ExycrLcBM/KykrumsoKFSpgzpw5+O677xTuQ1NzkhlJRKS5DA0Ncf78eenlDDk+XYRNW1tb1cMq3sRz48aNop4ulJcTJ05g6tSpcvf5atasGQICAoq0aMLff/8NANi/fz/2798vV16U63kCAgJQuXJlrF27Fps3b0adOnUQFBSEAQMGKNwWEREp19ChQzF79mzExcVJr19Zu3YtfH19c61vZWWlcB+ampOlOSNzFihTBV5PSiQO/l9SjI6ODjp27JjnbahMTEzwww8/qHhUxZx4Dh06VKRh5G3v3r3w8PBA1apV8cMPP6Bu3boAPi6asHXrVri4uGDHjh15Xuial9OnTxdpPNbW1hAEIdeycuXKwc/PD35+fkVqm4iIVGfevHmoXbs2tm/fjmPHjqF69eoICAiQuV1IcWlqTjIjC1aYW00oelovT+mlskgZ/5eAov1/Kk0T3ClTpuDYsWN49eqVXJmJiQlatWql8jGJuqqtMsycORONGjXC2bNnUbFiRZmy6dOno3379pg5c6bCE08iIirbJBIJfHx84OPjU9JDKRbmJBGVdqo8U6G0aNasGUxMTOQmnhKJBP3791fJ2TifE33imZiYiNDQUDx8+BCJiYlyRz4lEgk2bNhQ6PYePnyIgIAAuTAFACMjI3z77bel5ugpERGVfszJsoO/LBOpF3VafEwV3656e3vj559/RnZ2tnRbtWrV8rykRNlEnXgeOXIEffv2RUpKCoyMjFC5cmW5OorOruvXr48XL17kWR4fHy89rYiIiEidMSeJiNSXWAeL1OVU/BEjRmDNmjWIiYmRbqtRowYsLCwUbksMok48J02ahGrVqmHPnj1wcHAQpc358+ejf//+aN26tcwSwMDH61rWrl2L7du3i9IXERGRMjEniYhIVczNzWFlZSWdeOrr62PcuHElNh5RJ57379/HggULRAtTAFi+fDnMzMzQu3dvWFpaonbt2tK+YmJiULduXSxbtgzLli2TPkcikSAsLEy0MRAREYmBOUlUOKVpkRei3KjqVPwJEybgxo0bSE1NRZUqVdCnTx+l95kXUSeederUkbv/WXHdvHkTEolEeq+1nHuElS9fHrVq1UJ6ejr++ecfmeeUxMWyREREBWFOEhGRKvXs2ROmpqZITU1F69atoaenV2JjEXXi+euvv2LUqFEYMGAArK2tRWkzJ0CJiIg0HXOSSL1un0FU2uno6OCLL77Azp07MXXq1BIdS7EmnmPHjpXbZmZmhgYNGqBr166oWbMmtLS0ZMolEgmWLl1anG6JiIg0AnOSVKE0npbKFYGJxDNx4kSEhYWhZcuWJTqOYk08V6xYkWfZgQMHct3OQCUiorKCOUliKGu3gCAicbVq1Up6WUZJKtbE89N7whAREalCamoqfvrpJ2RkZEi3/fPPPzIr9dnY2GD8+PElMDpZzElShdJ2CwgiEl/OwnMlSdRrPJ88eQIzMzPo6+vnWp6WloaXL19KF0AgIiJSlLa2NrZu3Yr4+HiZ7Z+u2vrll1+qxcTzc8xJ0nQ8BZaIiqqcmI3Z2Nhg7969eZaHh4fDxsZGzC6JiKiM0dbWxldffZVnuaGhIX744QcVjqjwmJNERFRWiTrxFAQh3/LMzEyUKydql/SZlJQUSCQSSCQSpKSklPRwiIiUYvLkyahSpUquZaampvj6669VPKLCYU4SEVFZVexTbd++fYs3b95IH79+/RpPnshfI/DmzRts27YNFhYWxe2SiIjKuMaNG8PU1BSvXr2SK+vcuTPKlxf1SpJiYU4SERGJMPFcsmQJZs+eDeDjSnzjx4/P87oaQRDw66+/FrdLqbi4OEyfPh0SiQQbNmwQrV0iIlJ/gwcPxqxZs2QW8DEzM8OkSZNKcFTymJNEREQiTDy/+uorGBoaQhAE/PDDD/Dy8kLz5s1l6kgkEhgYGKBFixai3j8mKSkJmzdvZqASEZVBPj4+WLlyJWJiYqTbqlSpAnt7+xIclTzmJBERkQgTT0dHRzg6OgL4eH1hnz590KhRo2IPrDDs7Ozw6NEjlfRF8ngvLyIqSVWqVIGNjY104lm+fHkMGzashEcljzlJREQk8u1UfvrpJzGbK1D58uVhZWWl0j5LmjrdRJqIqKRNnDgRf//9N1JSUlC1alV8++23JT2kfDEniYiorBJ99YXExESEhobi4cOHSExMlFvBj6f7EBGRWNzc3GBqaoqUlBTUrl0bJiYmJT2kAjEniYioLBJ14nnkyBH07dsXKSkpMDIyQuXKleXqSCQShduNiorCpk2b8g3pEydOFHncRESkmbS1tdGhQweEhISo3aJCuWFOEhFRWSXqxHPSpEmoVq0a9uzZAwcHB1Ha3Lp1K4YNGwZtbW3Uq1cv15Au6L5oRERUek2ZMgXbtm2Di4tLSQ+lQMxJIiIqq0SdeN6/fx8LFiwQLUwB4Oeff0azZs1w+PDhPG8WTkREZVfjxo1x5MgRtbp3Z16Yk0REVFaJmtJ16tRBcnKymE0iJiYGkydPZpgWkpZ2BXQa+bjY7RS0iBGg+EJGXMSIiJSlc+fOJT2EQmFOEhFRWVVOzMZ+/fVXrFq1CtHR0aK12bhxY5l7tBEREWkq5iQREZVVon7jeeLECZiZmaFBgwbo2rUratasCS0tLZk6EokES5cuLXSbixcvhoeHB1xcXNCuXTsxh0tERKRSzEkiIiqrRJ14rlixQvr3AwcO5FqnoEB1d3eX22ZsbIwvv/wSDRs2RK1atXIN6bCwsCKOmoiISDWYk0REVFaJOvHMzs4udhs3b97MdSn5WrVq4d27d/j333/lyoqy9DwREZGqMSeJiKisUrslAMW87iUvkZGR2LJlC06dOoXo6GiYmpqibdu2+PXXX1G3bl0AH385+OOPP7Bnzx5cv34dCQkJsLGxQf/+/TF58mTo6enJtbthwwYsXLgQjx49Qs2aNTF27FiMGTNG6ftDRERlB3OSiIg0kVImno8ePcLhw4fx+PHH1VWtrKzg4uICGxsbZXSnsHnz5uH8+fPw8PBA48aNERcXhxUrVqB58+a4ePEiGjVqhNTUVAwbNgxt27bF999/D3Nzc0REROCnn37CiRMncPLkSZkjyGvXrsX333+PPn36YOLEiTh79izGjh2L1NRUTJ06tQT3VnnEWkGXiKisYU6WjZwkIqL/I/rEc9KkSVi6dKnc6UTlypXD+PHjsXDhwiK1e+DAARw6dEh6pNfa2hrdu3dHjx49FG5r4sSJCAkJgY6OjnSbp6cnHBwcEBAQgKCgIOjo6OD8+fMyCzUMHz4c1tbW0lB1dnYGAKSlpWHGjBlwdXXFrl27pHWzs7MxZ84c+Pj45HpDbyIiKnuYk8xJIqKySNTbqSxatAhLlixB7969ERERgTdv3uDNmzeIiIhA3759sWTJEixZskShNt+8eYNOnTqhZ8+eWL9+PW7fvo3bt29j/fr16NmzJzp27Ig3b94o1Ga7du1kwhT4eG81e3t7REVFAQB0dHRyXR2wV69eACCtBwCnTp3C69ev4evrK1N31KhRSElJwcGDBxUaHxERlU7MSeYkEVFZJerEc926dXB3d8eOHTvQpk0bGBkZwcjICG3atMG2bdvg5uaGtWvXKtTmuHHjcPbsWcybNw+JiYl4/PgxHj9+jMTERAQEBODcuXMYN25csccuCALi4+MLvAF3XFwcAMjUu379OgCgZcuWMnVbtGiBcuXKScuJiKhsY04yJ4mIyipRT7WNjo7ON9y6deuGP//8U6E29+3bB19fX0yePFlmu4GBAaZMmYInT57gjz/+KNJ4PxUcHIznz59j9uzZ+dabP38+jIyM4OLiIt0WGxsLLS0tmJuby9TV0dGBqalpgTf2Dg0NRWhoaJ7lERER0uXzb95MK2hXFOburi+3TVX9qLIvTe5HlX3x/SBuP6rsS5P7yauv0oY5yZxUtB9V9qXJ/aiyL74f1L8fVfZV0u8HTSLqxNPc3Bw3btzIs/zGjRswMzNTqE1tbW3Uq1cvz/L69etDW1tboTY/d+fOHYwaNQqOjo4YMmRInvX8/f1x/PhxrFq1CpUqVZJuT0tLkzslKYeenh7S0vJ/83l5ecHLyyvPcnd3d4SHhwMAOvs+ybetoghfVUtum6r6UWVfmtyPKvvi+0HcflTZlyb382lfud2nsrRgTspjTubfjyr70uR+VNkX3w/q348q+yqJfjQ1J0U91dbDwwPr169HQEAAUlJSpNtTUlIwb948rF+/Hp6engq12adPH+zcuRNZWVlyZR8+fMCOHTvg4eFR5DHHxcXB1dUVxsbG2LVrl9xNt3Ns374dM2fOxLfffouRI0fKlOnr6yMjIyPX56Wnp0NfX/OPUBARUfExJ+UxJ4mIygZRv/GcM2cO/v77b0yfPh0//vgjLC0tAQAxMTH48OEDOnXqVOApOp/z9vbG6NGj0a5dO/j4+KB27doAgHv37iEwMBAZGRkYOHAgrl27JvO85s2bF9h2UlISXFxc8ObNG5w9e1Y63s8dO3YMgwcPhqurK9asWSNXbmFhgaysLLx48ULmNKKMjAy8fv06z3aJiKhsYU4yJ4mIyipRJ54VKlTAiRMnEBYWJnN/sq+//hrdu3eHm5ubzD29CsPJyUn698jISOnzBUHItY4gCJBIJLke+f1Ueno63NzccPfuXRw/fhwNGzbMtd6lS5fQq1cvtGzZEjt27ED58vL/ZE2bNgUAXLlyBd27d5duv3LlCrKzs6XlRERUtjEnmZNERGWV6PfxBICePXuiZ8+eorS1adMmUdr5VFZWFjw9PREREYGwsDA4OjrmWi8qKgqurq6wtrbGgQMH8jwVqHPnzjAxMcHq1atlAnX16tWoUKECXF1dRd8HIiLSXMzJj5iTRERlh1ImnmLKbxGDopo0aRLCw8Ph5uaGhIQEBAUFyZR7e3sjOTkZ3bp1Q2JiIqZMmSJ3jzE7OztpEOvr62POnDkYNWoUPDw80K1bN5w9exZBQUH47bffYGJiIvo+EBERAcxJIiLSDMWeeCq6qpJEIkFYWFhxu8XDhw/x/v17NGjQQOHn/v333wCA/fv3Y//+/XLl3t7eeP36NZ4+fQoAmDZtmlydIUOGyBwB9vX1hba2NhYtWoTw8HDUrFkTS5YsEeXeaUREpLmYkx8xJ4mIyrZiTzwPHDgAPT09VKtWTeZ6krwoeu3KsmXLcOHCBWzbtk26bdiwYdJ7kjVr1gyHDh2SuzdYfk6fPl1gHWtr60Ltz6eGDx+O4cOHK/QcIiIq3ZiT/4c5SURUdhV74lm9enU8f/4cVapUwYABA9C/f39Uq1ZNjLEBANavX49OnTpJHx85cgRbtmzBiBEj4ODggJkzZ+KXX37BypUrReuTiIhILMxJIiIiEe7j+fTpU5w6dQrNmjXDnDlzULNmTTg7O2PTpk1ITk4u9gAfP34sc5rQjh07YGNjg9WrV8PX1xejR4/GoUOHit0PERGRMjAniYiIRJh4Ah+XaV+7di3i4uKwa9cumJqaYvTo0TA3N0fv3r2xa9cuvH//vkhtf34az9GjR+Hi4iJ9bG1tjbi4uGKNn4iISJmYk0REVNaJMvHMoa2tjZ49e2L79u2Ij4+Xhqynpyfmz59fpDbr1q2LvXv3Avh4+lBMTIxMoD579gyVKlUSY/hERERKxZwkIqKySim3U3n//j2OHDmCsLAwXL9+HXp6erC2ti5SW5MnT8aAAQNQuXJlpKSkoEGDBujWrZu0/OTJk7zxNBERaRTmJBERlTWiTTyzs7Nx7NgxhIaGYt++fUhNTYWzszPWrVuHXr16wcDAoEjt9u/fH6ampjh06BAqVaoEX19flC//cdgJCQkwMTHBoEGDxNoNIiIipWBOEhFRWVbsieeFCxcQEhKCnTt34vXr12jbti38/f3Rr18/VKlSRYwxomvXrujatavcdhMTE+zZs0eUPoiIiJSBOUlERCTCxLN9+/bQ19dH9+7d4eXlJT1V6MmTJ3jy5Emuz2nevLnC/aSkpOCvv/7C48ePAQBWVlZwcnIq8hFiIiIiVWBOEhERiXSqbVpaGnbv3l3gUVVBECCRSJCVlaVQ+8uXL8fMmTPx7t07mdX7KlasiN9++w2jR48u0riJiIhUgTlJRERlXbEnnps2bRJjHHn6448/MG7cODg6OmLs2LHSe5VFRUVh+fLlGDduHIyNjXn9ChERqSXmJBERkQgTzyFDhogxjjwtXrwYHTp0wIkTJ6ClpSXd3rhxY/Tt2xddunTBokWLGKhERKSWmJNEREQi38dTGf777z94eHjIhGkOLS0teHh44L///iuBkREREZU85iQREWkCtZ94GhsbIzo6Os/y6OhoGBkZqW5AREREaoQ5SUREmkDtJ56urq5Yvnw5tm3bJle2fft2rFixAm5ubiUwMiIiopLHnCQiIk0gyqq2yhQQEICIiAgMHDgQkyZNQp06dQAA9+7dQ1xcHOrXr4+AgIASHiUREVHJYE4SEZEmUPtvPM3MzHDt2jUsXrwYDg4OiI+PR3x8PBwcHLBkyRJcvXpVtBtwExERaRrmJBERaQK1/8YTAPT09DBu3DiMGzeupIdCRESkdpiTRESk7tT+G08iIiIiIiLSbBrxjeeRI0ewYcMGPHz4EImJiRAEQaZcIpHgwYMHJTQ6IiKiksWcJCIidaf2E88FCxZg2rRpqFq1Klq3bg0HB4eSHhIREZHaYE4SEZEmUPuJ59KlS9G5c2ccOnQI2traJT0cIiIitcKcJCIiTaD213gmJiaib9++DFMiIqJcMCeJiEgTqP3Es3Xr1vjvv/9KehhERERqiTlJRESaQO0nnqtWrcKePXsQEhJS0kMhIiJSO8xJIiLSBGp/jaenpyc+fPiAQYMGYeTIkahRowa0tLRk6kgkEty4caOERkhERFRymJNERKQJ1H7iaWJiAlNTU9SpU6ekh0JERKR2mJNERKQJ1H7iefr06ZIeAhERkdpiThIRkSZQ+2s8lSUyMhKjR4+Gvb09DAwMUKtWLfTr1w93796VqxsVFYWvv/4ahoaGMDExwaBBg/Dy5Uu5etnZ2Zg/fz5sbGygp6eHxo0bIzQ0VBW7Q0REJBpmJBERiU3tv/EEgKysLAQFBeHgwYN4/PgxAMDKygo9evTAwIED5a5lKYx58+bh/Pnz8PDwQOPGjREXF4cVK1agefPmuHjxIho1agQAePbsGTp06ABjY2P4+/vj3bt3WLhwIf755x9cvnwZOjo60jZnzJiBgIAADB8+HK1atUJYWBgGDBgAiUSC/v37i/OPQURE9Bmxc5IZSUREYlP7iWdSUhK6deuGyMhIVKxYEba2tgCAY8eOYffu3Vi9ejWOHDkCIyMjhdqdOHEiQkJCZELR09MTDg4OCAgIQFBQEADA398fKSkpuHr1KmrVqgXg49L1Xbt2xebNm+Hj4wMAeP78ORYtWoRRo0ZhxYoVAIDvvvsOTk5OmDJlCjw8PIo0QSYiIsqPMnKSGUlERGJT+1NtZ8yYgatXr2L58uV4+fIlrl27hmvXruHFixdYsWIFrly5ghkzZijcbrt27WQCFQDq1KkDe3t7REVFSbft3r0bPXr0kAYqADg7O6Nu3brYsWOHdFtYWBgyMzPh6+sr3SaRSDBy5Eg8e/YMERERCo+RiIioIMrISWYkERGJTe0nnnv37oWvry98fX2hra0t3a6trY2RI0di5MiR2L17tyh9CYKA+Ph4VKlSBcDHI7QvXrxAy5Yt5eq2bt0a169flz6+fv06DAwM0KBBA7l6OeVERERiU1VOMiOJiKg41P5U29evX6NevXp5ltevXx8JCQmi9BUcHIznz59j9uzZAIDY2FgAgIWFhVxdCwsLJCQk4P3799DV1UVsbCyqVq0KiUQiVw8AYmJi8uw3NDQ03wUWrl27Bnd3dwCAoWK7VCj/v2kZqupHlX1pcj+q7IvvB3H7UWVfmtzPp309ePBAST2UTqrKyZLKSIA5Wdr2iTlZ9H5U2Zcm96PKvkqiH03NSbWfeNauXRvh4eEyp+d8Kjw8HHZ2dsXu586dOxg1ahQcHR0xZMgQAEBaWhoAQFdXV66+np6etI6urq70z/zq5cXLywteXl7F3gciIip7VJGTJZmRAHOSiKg0UPtTbX19fXH06FF0794dR48eRXR0NKKjo3HkyBG4urri2LFjGD16dLH6iIuLg6urK4yNjbFr1y7pAgf6+voAgPfv38s9Jz09XaaOvr5+oeoRERGJSdk5yYwkIiIxqP03nr6+vnjx4gUCAgJw5MgRmTJtbW38+OOPGDlyZJHbT0pKgouLC968eYOzZ8/C0tJSWpZzClDO6USfio2NhYmJifQIroWFBU6dOgVBEGROJcp57qftEhERiUWZOcmMJCIisaj9xBMAfv75Z4wePRrHjx+XuT+Zs7OzdJGDokhPT4ebmxvu3r2L48ePo2HDhjLl1atXh5mZGa5cuSL33MuXL6Np06bSx02bNsX69esRFRUl086lS5ek5URERMqgjJxkRhIRkaiEMurDhw+Cu7u7UL58eeHgwYN51vv+++8FfX194cmTJ9Jtx48fFwAIq1evlm57+vSpoK2tLYwaNUq6LTs7W/jyyy+F6tWrCx8+fFDOjhAREYmMGUlERGJTu2s8nzx5gidPnsg9LuhHUZMmTUJ4eDhcXFyQkJCAoKAgmZ8c06dPR4UKFdCpUycsX74cc+fOhYeHBxwcHDBs2DBpvRo1amD8+PFYuXIlRowYgfXr18PNzQ1nz57F/PnzVXpj7M2bN0MikeR6FFrsPnL7mTZtmqjtnzt3Tq5cEATUrFkTEokEPXr0KHZ/OVatWgWJRII2bdqI1iZQcvvzad/KfD+oui9lvU6f+ueff9C3b19YWVlBT08P1atXR9euXbF8+XJR+7l9+za8vb1RvXp16OrqwtLSEgMHDsTt27dF6yPnddHT08Pz58/lyjt27IhGjRqJ1k/Oj56eHiwtLdGtWzcsW7YMycnJxe6DVJOTpTkjAeZkcTAn1b8fgDmpKOakaqjdqbbW1taQSCRIS0uDjo6O9HFBsrKyFOrn77//BgDs378f+/fvlyv39vYGANSsWRN//fUXJk6ciGnTpkFHRweurq5YtGiR3Ap9AQEBqFy5MtauXYvNmzejTp06CAoKwoABAxQamyaZPXs2bGxsZLaJ8R8zh56eHkJCQtC+fXuZ7X/99ReePXuW6yqJxREcHAxra2tcvnwZ9+/fR+3atUVtX9X7U1op+3W6cOECOnXqhFq1amH48OGoVq0anj59iosXL2Lp0qUYM2aMKP3s2bMHXl5eMDExwbfffgsbGxtER0djw4YN2LVrF7Zt24ZevXqJ0hfwcRGYgIAA0X8p+FzO50JmZibi4uJw+vRpjB8/HosXL0Z4eDgaN26s1P5LO1XkJDNSPMxJxTAnxcGcLBrmpHKp3cRz48aNkEgk0ptg5zwW2+nTpwtd197eXm7BhtyUK1cOfn5+8PPzK8bINIuLi0uuNw8XS/fu3bFz504sW7YM5cv/39s1JCQELVq0wKtXr0Tr69GjR7hw4QL27NmDESNGIDg4GD/99JNo7QOq3Z/SShWv02+//QZjY2NERkaiUqVKMmUvXrwQpY8HDx5g0KBBsLW1xZkzZ2BmZiYtGzduHL788ksMGjQIN2/ehK2trSh9Nm3aFOvWrYOfn59SF3P5/HPBz88PJ0+eRI8ePeDu7o6oqCiuYloMqshJZqR4mJOKYU4WH3Oy6JiTyqV2p9oOHToUQ4YMkYZozuOCfqh08vLywuvXr3Hs2DHptoyMDOzatUv0o+TBwcGoXLkyXF1d0bdvXwQHB4vaPqDa/SmtVPE6PXjwAPb29nJhCgDm5uai9LFgwQKkpqYiMDBQJkwBoEqVKli7di1SUlIwf/58UfoDPp4WmZWVhYCAANHaLKzOnTtj1qxZePz4scypmqQ45iR9ijlJn2NOFh1zUrnUbuJJmiUpKQmvXr2S+RGTtbU1HB0dERoaKt12+PBhJCUloX///qL2FRwcjN69e0NHRwdeXl64d+8eIiMjRe1DlftTWqnidbKyssLVq1dx69YtUdv91P79+2FtbY0vv/wy1/IOHTrA2toaBw8eFK1PGxsbDB48GOvWrUNMTIxo7RbWoEGDAABHjx5Ved9EJYU5qRjmZPExJ4uOOalcnHhSsTg7O8PMzEzmR2wDBgzAvn37kJaWBuDjB6qTk5Oop0BcvXoVd+7ckYZa+/btUaNGDaUcJVTF/pRWqnqdJk+ejNTUVDRt2hTt2rXD1KlTcfToUWRmZorSflJSEmJiYtCkSZN86zVu3BjPnj0TdbGBGTNm4MOHD5g3b55obRZWjRo1YGxsjAcPHqi8b6KSwpxUHHOy6JiTxcecVB5OPKlYVq5ciWPHjsn8iK1fv35IS0vDgQMHkJycjAMHDijl9KGqVauiU6dOAACJRAJPT09s27ZN4YWrCqKK/SmtVPU6de3aFREREXB3d8eNGzcwf/58dOvWDdWrV0d4eHix288JyIoVK+ZbL6f87du3xe4zh62tLQYNGoTAwEDExsaK1m5hGRoalvpV+4g+xZxUHHOy6JiTxcecVB5OPKlYWrduDWdnZ5kfsZmZmcHZ2RkhISHYs2cPsrKy0LdvX9Haz8rKwrZt29CpUyc8evQI9+/fx/3799GmTRvEx8fjxIkTovUFKH9/SitVv06tWrXCnj17kJiYiMuXL8PPzw/Jycno27cv/v3332K1nROUBQVLYYNXUTNnzsSHDx9K5BqWd+/eib4/ROqMOak45mTRMCfFw5xUDrVb1ZYoNwMGDMDw4cMRFxcHFxeXXC9mL6qTJ08iNjYW27Ztw7Zt2+TKg4OD8dVXX4nWH6Dc/SmtSuJ1AgAdHR20atUKrVq1Qt26dTFs2DDs3LmzWCsEGhsbw8LCAjdv3sy33s2bN1G9enUYGRkVua/c2NrawtvbG4GBgaLcT7Cwnj17hqSkJNGX9Sci5iQxJ8XEnFQOTjxJI/Tq1QsjRozAxYsXsX37dlHbDg4Ohrm5OVauXClXtmfPHuzduxdr1qwRdVlrZe5PaVUSr9PncpY+F+PUmx49emDdunU4d+6c3P3qAODs2bOIjo7GiBEjit1XbmbOnImgoCCVXsOydetWAEC3bt1U1idRWcGcJOakuJiT4uPEkzSCoaEhVq9ejejoaLi5uYnWblpaGvbs2QMPD49cT+OxtLREaGgowsPD4enpKVq/ytqf0krVr9OpU6fQsWNHuXsjHjp0CABQr169YvcxZcoUBAUFYcSIEThz5gxMTU2lZQkJCfj+++9RoUIFTJkypdh95cbOzg7e3t5Yu3YtrKysZO6XpwwnT57EnDlzYGNjg4EDByq1L6KyiDlZtjEnxcecFB8nnqQxlHEfuvDwcCQnJ8Pd3T3X8rZt28LMzAzBwcGiBiqgnP0prVT9Oo0ZMwapqano1asX6tevj4yMDFy4cAHbt2+HtbU1hg0bVuw+6tSpgy1btmDgwIFwcHDAt99+CxsbG0RHR2PDhg149eoVQkNDYWdnV+y+8jJjxgxs3boV//33H+zt7UVr9/Dhw7hz5w4+fPiA+Ph4nDx5EseOHYOVlRXCw8Ohp6cnWl9E9H+Yk2UXc1I5mJPi4sSzFBIEAQCgpaVVwiNRf8HBwdDT00PXrl1zLS9XrhxcXV0RHByM169fyxxt0xSqfD8oqy9Vv04LFy7Ezp07cejQIQQGBiIjIwO1atWCr68vZs6cKdq1Rh4eHqhfvz7mzp0rDVFTU1N06tQJ06dPR6NGjUTpJy+1a9eGt7c3tmzZImq7P/74I4CP1/2YmJjAwcEBv//+O4YNG1ZqF0wgzcKcLDzmpGb0w5xUDuakuCRCzv8CKjWWLVuGcePG4f79+0o9CkSaQZXvB773iEgT8LOKPqWq9wPfd1TW8XYqpVBkZCQMDAxgZWVV0kMhNaDK9wPfe0SkCfhZRZ9S1fuB7zsq63iqbSmye/dunD59GsHBwfjuu++UfhE0qTdVvh/43iMiTcDPKvqUqt4PfN8RfcRTbUsRGxsbJCcno1evXvj9999hYGBQ0kOiEqTK9wPfe0SkCfhZRZ9S1fuB7zuijzjxJCIiIiIiIqXiNZ5ERERERESkVJx4EhERERERkVJx4klERERERERKxYknERERERERKRUnnkRERERERKRUnHgSERERERGRUnHiSURERERERErFiScREREREREpFSeeREREREREpFT/D/BO/WQbe4QUAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 14), constrained_layout=False)\n", "ax = [None for _ in range(8)]\n", "\n", "for n in range(8):\n", " ax[n] = fig.add_subplot(5, 4, (2*n + 1, 2*n + 2))\n", "\n", "low = [200e3] * 8\n", "high = [280e3] * 8\n", "step = [20e3] * 8\n", "coeff = [1e3] * 8\n", "\n", "caption = [\"WRF, 1981–1990, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"INMCM, 10 years (2–11), $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 1991–2000, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"INMCM, 10 years (12–21), $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 2001–2010, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"INMCM, 10 years (22–31), $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"WRF, 2011–2020, $\\\\varepsilon_0 = 1$ kJ/kg\",\n", " \"INMCM, 10 years (32–41), $\\\\varepsilon_0 = 1$ kJ/kg\"]\n", "\n", "col = [\"royalblue\"] * 8\n", "\n", "for n in range(8):\n", " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", " ax[n].spines[axis].set_linewidth(0.5)\n", " ax[n].tick_params(length=6, width=0.5, axis=\"y\")\n", " ax[n].tick_params(length=0, width=0.5, axis=\"x\")\n", " ax[n].grid(color=\"0.\", linewidth=0.5, axis=\"y\")\n", "\n", " ax[n].set_xlim((-0.5, 11.5))\n", " ax[n].set_xticks(np.arange(12))\n", " ax[n].set_xticklabels(month_name, fontsize=\"large\", va=\"top\")\n", "\n", " ax[n].set_ylim((low[n], high[n]))\n", " ax[n].set_yticks(np.arange(low[n], high[n] + step[n] / 2, step[n]))\n", " ax[n].set_yticklabels((np.arange(low[n], high[n] + step[n] / 2,\n", " step[n]) / coeff[n]).astype(int),\n", " fontsize=\"large\")\n", " ax[n].set_ylabel(\"Monthly mean\\nionosph. potential, kV\",\n", " fontsize=\"large\")\n", "\n", " ax[n].set_title(caption[n], fontsize=\"large\")\n", "\n", " ampl = (np.max(data[n]) - np.min(data[n])) / \\\n", " np.average(data[n], weights=data_counter[n])\n", " draw_arrows(ax=ax[n],\n", " miny=np.min(data[n]),\n", " maxy=np.max(data[n]),\n", " arrow_pos=12,\n", " text_pos=12.2,\n", " ampl=ampl)\n", "\n", "fig.align_ylabels([ax[0], ax[2], ax[4], ax[6]])\n", "fig.align_ylabels([ax[1], ax[3], ax[5], ax[7]])\n", "\n", "for n in range(8):\n", " ax[n].bar(np.arange(12), data[n],\n", " yerr=std_error(data[n],\n", " data_sqr[n],\n", " data_counter[n]),\n", " width=0.8, color=col[n])\n", "\n", "for n in range(8):\n", " ax[n].text(-0.3, 1.05, chr(ord(\"a\") + 4 * (n % 2) + n // 2),\n", " fontsize=\"x-large\",\n", " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", " transform=ax[n].transAxes)\n", "\n", "fig.subplots_adjust(hspace=0.4, wspace=1.6)\n", "\n", "fig.savefig(\"figures/ip_partial.eps\", bbox_inches=\"tight\")" ] }, { "cell_type": "code", "execution_count": 16, "id": "82e72b0a-738b-4050-b907-b421d9ecfe44", "metadata": {}, "outputs": [], "source": [ "# calculating seasonal variation parameters for different ranges of years\n", "# 4 sets for different subplots, each set contains 12 monthly values\n", "\n", "# monthly mean values of the PG\n", "data = np.zeros((4, 12))\n", "\n", "# monthly counts of days\n", "data_counter = np.zeros((4, 12), dtype=int)\n", "\n", "# monthly mean values of the PG square\n", "data_sqr = np.zeros((4, 12))\n", "\n", "# the four sets are loaded from the processed PG data\n", "# from the Vostok station generated in script #2\n", "# the data are loaded as dictionaries with the keys `mean`, `counter`, `sqr`\n", "# index 0: 2006–2020, index 1: 2006–2012, index 2: 2013–2020\n", "vostok_results = np.load(\n", " \"./data/Vostok/vostok_2006_2020_results.npz\"\n", ")\n", "vostok_results_adjusted = np.load(\n", " \"./data/Vostok/vostok_2006_2020_results_adjusted.npz\"\n", ")\n", "\n", "# 2006–2012\n", "data[0] = vostok_results[\"mean\"][1]\n", "data_counter[0] = vostok_results[\"counter\"][1]\n", "data_sqr[0] = vostok_results[\"sqr\"][1]\n", "data[1] = vostok_results_adjusted[\"mean\"][1]\n", "data_counter[1] = vostok_results_adjusted[\"counter\"][1]\n", "data_sqr[1] = vostok_results_adjusted[\"sqr\"][1]\n", "\n", "# 2013–2020\n", "data[2] = vostok_results[\"mean\"][2]\n", "data_counter[2] = vostok_results[\"counter\"][2]\n", "data_sqr[2] = vostok_results[\"sqr\"][2]\n", "data[3] = vostok_results_adjusted[\"mean\"][2]\n", "data_counter[3] = vostok_results_adjusted[\"counter\"][2]\n", "data_sqr[3] = vostok_results_adjusted[\"sqr\"][2]" ] }, { "cell_type": "code", "execution_count": 17, "id": "f1343dd3-d445-49e1-90aa-3e426220e5c9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 14), constrained_layout=False)\n", "ax = [None for _ in range(4)]\n", "\n", "for n in range(4):\n", " ax[n] = fig.add_subplot(4, 4, (2*n + 1, 2*n + 2))\n", "\n", "low = [100] * 4\n", "high = [200] * 4\n", "step = [20] * 4\n", "coeff = [1] * 4\n", "\n", "caption = [\"Vostok station, 2006–2012\",\n", " \"Vostok station, 2006–2012 (adjusted)\",\n", " \"Vostok station, 2013–2020\",\n", " \"Vostok station, 2013–2020 (adjusted)\"]\n", "\n", "col = [\"orangered\"] * 4\n", "\n", "for n in range(4):\n", " for axis in [\"top\", \"bottom\", \"left\", \"right\"]:\n", " ax[n].spines[axis].set_linewidth(0.5)\n", " ax[n].tick_params(length=6, width=0.5, axis=\"y\")\n", " ax[n].tick_params(length=0, width=0.5, axis=\"x\")\n", " ax[n].grid(color=\"0.\", linewidth=0.5, axis=\"y\")\n", "\n", " ax[n].set_xlim((-0.5, 11.5))\n", " ax[n].set_xticks(np.arange(12))\n", " ax[n].set_xticklabels(month_name, fontsize=\"large\", va=\"top\")\n", "\n", " ax[n].set_ylim((low[n], high[n]))\n", " ax[n].set_yticks(np.arange(low[n], high[n] + step[n] / 2, step[n]))\n", " ax[n].set_yticklabels((np.arange(low[n], high[n] + step[n] / 2,\n", " step[n]) / coeff[n]).astype(int),\n", " fontsize=\"large\")\n", " ax[n].set_ylabel(\"Monthly mean fair-weather\\npotential gradient, V/m\",\n", " fontsize=\"large\")\n", "\n", " ax[n].set_title(caption[n], fontsize=\"large\")\n", "\n", " ampl = (np.max(data[n]) - np.min(data[n])) / \\\n", " np.average(data[n], weights=data_counter[n])\n", " draw_arrows(ax=ax[n],\n", " miny=np.min(data[n]),\n", " maxy=np.max(data[n]),\n", " arrow_pos=12,\n", " text_pos=12.2,\n", " ampl=ampl)\n", "\n", "fig.align_ylabels([ax[0], ax[2]])\n", "fig.align_ylabels([ax[1], ax[3]])\n", "\n", "for n in range(4):\n", " ax[n].bar(np.arange(12), data[n],\n", " yerr=std_error(data[n],\n", " data_sqr[n],\n", " data_counter[n]),\n", " width=0.8, color=col[n])\n", "\n", "for n in range(4):\n", " ax[n].text(-0.3, 1.05, chr(ord(\"a\") + 2 * (n % 2) + n // 2),\n", " fontsize=\"x-large\",\n", " fontweight=\"semibold\", ha=\"left\", va=\"bottom\",\n", " transform=ax[n].transAxes)\n", "\n", "fig.subplots_adjust(hspace=0.3, wspace=1.6)\n", "\n", "for n in range(4):\n", " for m in range(12):\n", " ax[n].annotate(f\"{data_counter[n, m]}\",\n", " xy=(m-0.15, ax[n].get_ylim()[0] + 3),\n", " rotation=270, ha=\"center\", va=\"bottom\",\n", " fontsize=\"large\", color=\"0.\")\n", "\n", "fig.savefig(\"figures/pg_partial_corrected.eps\", bbox_inches=\"tight\")" ] }, { "cell_type": "code", "execution_count": null, "id": "7af55182-03fb-4e9f-979b-0df94edbd451", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.11.2" } }, "nbformat": 4, "nbformat_minor": 5 }