{ "cells": [ { "cell_type": "markdown", "id": "ea47f49e", "metadata": { "papermill": { "duration": 0.002059, "end_time": "2025-03-05T12:23:36.977286", "exception": false, "start_time": "2025-03-05T12:23:36.975227", "status": "completed" }, "tags": [] }, "source": [ "# Examples\n", "\n", "This notebook shows an example of how to use Chopchop." ] }, { "cell_type": "code", "execution_count": 1, "id": "c0ff44be", "metadata": { "execution": { "iopub.execute_input": "2025-03-05T12:23:36.984737Z", "iopub.status.busy": "2025-03-05T12:23:36.984158Z", "iopub.status.idle": "2025-03-05T12:23:38.284645Z", "shell.execute_reply": "2025-03-05T12:23:38.283956Z" }, "papermill": { "duration": 1.30562, "end_time": "2025-03-05T12:23:38.285842", "exception": false, "start_time": "2025-03-05T12:23:36.980222", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from chopchop import InstrumentContext, DefaultTelemetryStrategy, simulate_telemetry" ] }, { "cell_type": "markdown", "id": "7342d122", "metadata": { "papermill": { "duration": 0.003063, "end_time": "2025-03-05T12:23:38.290842", "exception": false, "start_time": "2025-03-05T12:23:38.287779", "status": "completed" }, "tags": [] }, "source": [ "## Instrument context\n", "\n", "The instrument context contains the information about the instrument and the\n", "data that will be used in the Chopchop algorithm, such as the data generation\n", "rate, the amount of priority data, or the duration of a telemetry session.\n", "\n", "You can initialize a context with default values, or override them with your\n", "own values to create a custom scenario.\n", "\n", "In the following, we set the data packet loss rate to 10%." ] }, { "cell_type": "code", "execution_count": 2, "id": "f7d8730e", "metadata": { "execution": { "iopub.execute_input": "2025-03-05T12:23:38.297569Z", "iopub.status.busy": "2025-03-05T12:23:38.297317Z", "iopub.status.idle": "2025-03-05T12:23:38.303293Z", "shell.execute_reply": "2025-03-05T12:23:38.302522Z" }, "papermill": { "duration": 0.010525, "end_time": "2025-03-05T12:23:38.304022", "exception": false, "start_time": "2025-03-05T12:23:38.293497", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "InstrumentContext(segment_duration=300.0, session_duration=28800.0, session_interval=86400.0, sc_generation_rate=10980.0, priority_sc_generation_rate=3580.0, generation_rate_margin=0.5, packet_overhead=0.1, downlink_overhead=20000.0, sc2sc_transfer_time=8.3391023799538, sc2ground_transfer_time=166.78204759907604, packet_loss_rate=0.1)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "context = InstrumentContext(packet_loss_rate=0.1)\n", "\n", "context" ] }, { "cell_type": "markdown", "id": "fd58d949", "metadata": { "papermill": { "duration": 0.002972, "end_time": "2025-03-05T12:23:38.309681", "exception": false, "start_time": "2025-03-05T12:23:38.306709", "status": "completed" }, "tags": [] }, "source": [ "We can print a summary of derived parameters, such as the total data volume to\n", "be downloaded during a telemetry session, the required download rate, or the\n", "time to download all archived data since the last telemetry session." ] }, { "cell_type": "code", "execution_count": 3, "id": "fa1948e8", "metadata": { "execution": { "iopub.execute_input": "2025-03-05T12:23:38.316280Z", "iopub.status.busy": "2025-03-05T12:23:38.316094Z", "iopub.status.idle": "2025-03-05T12:23:38.319347Z", "shell.execute_reply": "2025-03-05T12:23:38.318741Z" }, "papermill": { "duration": 0.007905, "end_time": "2025-03-05T12:23:38.320233", "exception": false, "start_time": "2025-03-05T12:23:38.312328", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Volume of archived data to download per telemetry session: 6423.926 Mbits\n", "Necessary download rate to send all live data in a session: 223.1 kbps\n", "Volume of priority-1 data in one segement: 5316.3 kbits\n", "Download time for one priority-1 data segment: 23.8 s\n", "Number of segments that can be downloaded between priority live segments: 11\n", "Time to download all priority-1 archived data: 1.5 h\n" ] } ], "source": [ "context.print_derived_parameters()" ] }, { "cell_type": "markdown", "id": "063bc85d", "metadata": { "papermill": { "duration": 0.002498, "end_time": "2025-03-05T12:23:38.324566", "exception": false, "start_time": "2025-03-05T12:23:38.322068", "status": "completed" }, "tags": [] }, "source": [ "## Strategy\n", "\n", "The strategy is the algorithm that will be used to select the data to download\n", "during a telemetry session. For now, we only have the Chopchop strategy, but\n", "more strategies will be added in the future.\n", "\n", "The default Chopchop strategy is to download the high-priority live data first,\n", "and interleave the archived data packets. Lost packets are retransmitted between\n", "live packets when all archived data has been downloaded." ] }, { "cell_type": "code", "execution_count": 4, "id": "66c6aad4", "metadata": { "execution": { "iopub.execute_input": "2025-03-05T12:23:38.330734Z", "iopub.status.busy": "2025-03-05T12:23:38.330567Z", "iopub.status.idle": "2025-03-05T12:23:38.333812Z", "shell.execute_reply": "2025-03-05T12:23:38.332846Z" }, "papermill": { "duration": 0.007725, "end_time": "2025-03-05T12:23:38.334882", "exception": false, "start_time": "2025-03-05T12:23:38.327157", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "strategy = DefaultTelemetryStrategy()" ] }, { "cell_type": "markdown", "id": "15dd4ebc", "metadata": { "papermill": { "duration": 0.002548, "end_time": "2025-03-05T12:23:38.339246", "exception": false, "start_time": "2025-03-05T12:23:38.336698", "status": "completed" }, "tags": [] }, "source": [ "## Simulating a telemetry session\n", "\n", "We can now simulate a telemetry session to get a list of received packets, the\n", "corresponding data segemnts and reception times, the lost packets, etc.\n", "\n", "The `TelemetrySimulation` instance you get offers many convenience functions to\n", "plot the received packets, and the available data segments." ] }, { "cell_type": "code", "execution_count": 5, "id": "f73a85c0", "metadata": { "execution": { "iopub.execute_input": "2025-03-05T12:23:38.345324Z", "iopub.status.busy": "2025-03-05T12:23:38.345160Z", "iopub.status.idle": "2025-03-05T12:23:38.349137Z", "shell.execute_reply": "2025-03-05T12:23:38.348299Z" }, "papermill": { "duration": 0.008488, "end_time": "2025-03-05T12:23:38.350062", "exception": false, "start_time": "2025-03-05T12:23:38.341574", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of received packets: 287\n", "First lost packet: [(47.66849134510632, DataSegment(-600.0 to -300.0)), (71.50273701765948, DataSegment(-900.0 to -600.0)), (262.17670239808473, DataSegment(-3300.0 to -3000.0))]\n" ] } ], "source": [ "telemetry = simulate_telemetry(strategy, context)\n", "\n", "print(f\"Number of received packets: {len(telemetry.received_packets)}\")\n", "print(\"First lost packet:\", telemetry.lost_packets[:3])" ] }, { "cell_type": "code", "execution_count": 6, "id": "3dacf5ab", "metadata": { "execution": { "iopub.execute_input": "2025-03-05T12:23:38.355124Z", "iopub.status.busy": "2025-03-05T12:23:38.354974Z", "iopub.status.idle": "2025-03-05T12:23:57.511042Z", "shell.execute_reply": "2025-03-05T12:23:57.510290Z" }, "papermill": { "duration": 19.160187, "end_time": "2025-03-05T12:23:57.512081", "exception": false, "start_time": "2025-03-05T12:23:38.351894", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "telemetry.plot_received_segments()\n", "telemetry.plot_accumulated_data()" ] }, { "cell_type": "markdown", "id": "c96fde5f", "metadata": { "papermill": { "duration": 0.004844, "end_time": "2025-03-05T12:23:57.519817", "exception": false, "start_time": "2025-03-05T12:23:57.514973", "status": "completed" }, "tags": [] }, "source": [ "We can compute masks to select the available data from a continous data array." ] }, { "cell_type": "code", "execution_count": 7, "id": "b520eeef", "metadata": { "execution": { "iopub.execute_input": "2025-03-05T12:23:57.527963Z", "iopub.status.busy": "2025-03-05T12:23:57.527372Z", "iopub.status.idle": "2025-03-05T12:24:01.522836Z", "shell.execute_reply": "2025-03-05T12:24:01.522241Z" }, "papermill": { "duration": 4.001123, "end_time": "2025-03-05T12:24:01.524048", "exception": false, "start_time": "2025-03-05T12:23:57.522925", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "data_times = np.arange(-15 * 3600, 10 * 3600) # s\n", "masks = telemetry.compute_masks(data_times)" ] }, { "cell_type": "markdown", "id": "d59deb20", "metadata": { "papermill": { "duration": 0.004777, "end_time": "2025-03-05T12:24:01.531819", "exception": false, "start_time": "2025-03-05T12:24:01.527042", "status": "completed" }, "tags": [] }, "source": [ "As an example, we plot the available data after the 34th, 123th, and 285th\n", "packets have been received." ] }, { "cell_type": "code", "execution_count": 8, "id": "6e184ac8", "metadata": { "execution": { "iopub.execute_input": "2025-03-05T12:24:01.541694Z", "iopub.status.busy": "2025-03-05T12:24:01.541503Z", "iopub.status.idle": "2025-03-05T12:24:06.422761Z", "shell.execute_reply": "2025-03-05T12:24:06.422049Z" }, "papermill": { "duration": 4.887141, "end_time": "2025-03-05T12:24:06.423762", "exception": false, "start_time": "2025-03-05T12:24:01.536621", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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IACAUKFBA6N27t7BlyxaVnpzswsPDBQBKPTiZBg4cKEilUpXn5PHjxwIAYdasWYrb/v77b6FevXqCk5OT0utDIpEotvnss88EqVSq0pOcXUBAgODu7i4AEMaPH69y/5YtW3S+9zJ7bnKqh+nzzz8XAAjr16/Xu/02bdoIderUUVvcwdfXV+jVq5ch4RKRmXEOExGZ7NixY3j58iU2b96sdkL7hg0bFHMSPvroIyxfvhz79+9H165dsXXrVpQvXx7VqlVTbP/nn39i0KBB6Nq1K77++mv4+vrCzs4Os2bNwuPHjw2KLSYmBs2aNYOnpydmzJiBUqVKwdnZGVeuXMH48ePNcvU5s41x48ap7eUAgNKlS5t8HADo1asXzpw5g6+//hrVq1eHu7s75HI52rVrp9djefz4MVq1aoXy5ctj/vz5KFasGBwdHbFv3z4sWLBAZxumHt8Y+q5D4+XlpXNuUo8ePbBy5UqcPHlS5W91/fp1dO7cGZUrV8b27dthb6/8Fbljxw6Eh4ejc+fOSrdnvr5Onz6t6CV0dHTEqlWr8MMPP+DBgwcoVKgQypYti759+0IqlZrt9aCOi4sLTp48iePHj2Pv3r04cOAAtmzZgpYtW+LQoUMay4Xny5cPEokEb968MfrY//33Hzp37oymTZti6dKlKFy4MBwcHLBmzRps3LjRqDYrVaqEmJgY/PHHHxg+fDhKlCihuC/zNTdnzhyNcxuzzoeztOnTp2Pp0qX46aef0L9/f73369GjB4YPH44HDx6gXLlySvfFxMSonQdFRDmHCRMRmWzDhg3w9fXFr7/+qnLfzp07sWvXLvz2229wcXFB06ZNUbhwYWzZsgWNGzfGsWPHVNbF2b59O0qWLImdO3cqDc/JvqaJPk6cOIGoqCjs3LkTTZs2Vdz+5MkTtdu/ePECCQkJcHNzU9z24MEDANBYuS1znRwHBwe0bt3a4BgDAgJw9OhRxMfHK53c3b9/X2m7N2/e4OjRo5g+fTqmTJmiuP3hw4cqbWpa6PTvv/9GSkoK/vrrLxQvXlxxu7oKhNmZ4/iaaNs+swqdLmvWrMGgQYO0bpM5FC770MPHjx+jXbt28PX1xb59+9SeZIeHhwOASnVFQRAgk8mQnp6usk+hQoUUVfVkMhlOnDiBevXqWfwkXiqVolWrVmjVqhXmz5+PH3/8EZMmTcLx48c1vkbt7e1RqlQpje8NuVyO4OBglC1bVnFb9vfGjh074OzsjIMHDyoV4FizZo1SW6VKlYJcLsedO3d0FnEpUKAAtm/fjsaNG6NVq1Y4deoU/P39Fe0AgKenp873nqUX//31118xbdo0jBkzBuPHjzdoX02vy7CwMKSmpmpdB4qILI9zmIjIJElJSdi5cyc6duyIHj16qPwbNWoU3r59qyivLZVK0aNHD/z999/4448/kJ6erlIdKvMKuJClXPH58+dx9uxZg+NT11ZqaqrGxSDT09OxfPlypW2XL1+OggULKipWZefr64vmzZtj+fLlePnypcr9uhYq/eCDD5Cenq5U2lsmk6nMf1D3WACoXfA1M+HLXqpYXRuxsbEqJ7TqmOP4mri5uWmcP2XMHCZNz/nq1ashkUiUKsG9evUKbdu2hVQqxcGDBzVWTstMFLL3ov71119ISEjQWcVs7ty5ePnyJb766iul2x8/fmxwz6k20dHRKrdlJiWZFfw0adCgAS5duqTx/iVLlih+FgQBS5YsgYODA1q1agUg4zUikUiUksqQkBDs3r1bqZ2uXbtCKpVixowZKj2T2V9fAFC0aFEcOXIESUlJaNOmjaKMfa1atVCqVCnMnTsX8fHxKvtlfR0Y+po0xJYtW/C///0P/fr1w/z58zVuFxERoXJbWloa1q9fDxcXF1SsWFHpvsx5kw0bNjRvwERkEPYwEZFJ/vrrL7x9+1ZlmFKm+vXro2DBgtiwYYMiMerduzd++eUXTJ06FVWqVFG5etqxY0fs3LkT3bp1Q4cOHfDkyRP89ttvqFixotqTIm0aNmwIHx8fDBw4EP/73/8gkUjwxx9/qD0pAwB/f3/8/PPPCAkJQdmyZbFlyxZcu3YNK1asgIODg8bj/Prrr2jcuDGqVKmCYcOGoWTJkggPD8fZs2fx/PlzXL9+XeO+nTp1QqNGjTBhwgSEhISgYsWK2Llzp0oC4enpiaZNm2L27NlIS0tDkSJFcOjQIbU9ApnJ3aRJk/DRRx/BwcEBnTp1Qtu2beHo6IhOnTph+PDhiI+Px8qVK+Hr66s22TP38bP23GXffsuWLRg7dizq1KkDd3d3dOrUCQCM6rX74YcfcPr0abRr1w7FixdHdHQ0duzYgYsXL2L06NFKQ+LatWuH4OBgfPPNNzh16hROnTqluK9QoUJo06YNgIy/U6VKlTBjxgyEhoaifv36ePToEZYsWYLChQtjyJAhiv3+/PNP7NixA02bNoW7uzuOHDmCrVu3YujQoejevbtSrJnJRtY1gUJDQ/HHH38AgCKBySyjHRAQoHW414wZM3Dy5El06NABAQEBiIiIwNKlS1G0aFE0btxY6/PWpUsX/PHHH3jw4IFSTxIAODs748CBAxg4cCDq1auH/fv3Y+/evfj2228VSWaHDh0wf/58tGvXDn379kVERAR+/fVXlC5dGjdu3FC0Vbp0aUyaNAkzZ85EkyZN8OGHH8LJyQkXL16Ev78/Zs2apRJb6dKlcejQITRv3hxBQUE4duwYPD09sWrVKrRv3x6VKlXC4MGDUaRIEYSFheH48ePw9PTE33//DcDw12RsbKziokVmSfYlS5bA29sb3t7eigIYFy5cwIABA5A/f360atVKaf05IOMzKLMXevjw4YiLi0PTpk1RpEgRvHr1Chs2bMC9e/cwb948lZ7Hw4cPo3jx4iwpTiQ20WZPEVGu0KlTJ8HZ2VlISEjQuM2gQYMEBwcHITIyUhCEjFLAxYoVEwAI33//vcr2crlc+PHHH4WAgADByclJqFGjhvDPP/8IAwcOVCkMAD2KPpw+fVqoX7++4OLiIvj7+wvffPONosT58ePHFds1a9ZMqFSpknDp0iWhQYMGgrOzsxAQECAsWbJE6ZjqyooLQsYE+AEDBgh+fn6Cg4ODUKRIEaFjx47C9u3btT+JQkYxhf79+wuenp6Cl5eX0L9/f+Hq1asqx3n+/LnQrVs3wdvbW/Dy8hJ69uwpvHjxQuV5EARBmDlzplCkSBFF4YHM5+Svv/4SqlatKjg7OwuBgYHCzz//LPz+++96TWo3x/HViY+PF/r27St4e3sLAEwuAHHo0CGhY8eOgr+/v+Dg4CB4eHgIjRo1EtasWaMysR5aCgY0a9ZMadvo6Gjhyy+/FMqWLSs4OTkJBQoUED766CMhODhYabvz588LTZs2FXx8fARnZ2ehWrVqwm+//aZ2Un9AQIDK4z1+/LjeMWV39OhRoUuXLoK/v7/g6Ogo+Pv7C3369FEpka5OSkqKUKBAAZXCDwMHDhTc3NyEx48fC23bthVcXV2FQoUKCVOnTlUpJrF69WqhTJkygpOTk1C+fHlhzZo1wtSpU9UWrvj999+FGjVqCE5OToKPj4/QrFkzxdIEmc9NZlnxTOfPnxc8PDyEpk2bKop3XL16Vfjwww+F/PnzC05OTkJAQIDQq1cv4ejRo0r7GvKazHyfq/uX9e+V+Zmj6V/W9++mTZuE1q1bC4UKFRLs7e0FHx8foXXr1sKePXtUji+TyYTChQsL3333ncYYiShnSARBw2VWIiIiynNmzpyJNWvW4OHDh4phmIMGDcL27dsN7uEl4+3evRt9+/bF48eP9Z7HR0SWwTlMREREpPDll18iPj5ebcVLyjk///wzRo0axWSJyApwDhMREREpuLu7qy1OQDnLmCI3RGQZ7GEiIiIiIiLSgHOYiIiIiIiINGAPExERERERkQZMmIiIiIiIiDTIU0Uf5HI5Xrx4AQ8PD0gkErHDISIiIiIikQiCgLdv38Lf3x9SqeZ+pDyVML148QLFihUTOwwiIiIiIrISz549Q9GiRTXen6cSJg8PDwAZT4qnp6fI0RAREVkPuVyOZ8+eAQCKFSum9WorEVFuEBcXh2LFiilyBE3yVMKUOQzP09OTCRMREVEWCQkJqFq1KgAgPj4ebm5uIkdERJQzdE3V4eUjIiIiIiIiDZgwERERERERacCEiYiIiIiISIM8NYeJiIiIyNIEQUB6ejpkMpnYoRDlaXZ2drC3tzd5OSEmTERERERmkpqaipcvXyIxMVHsUIgIgKurKwoXLgxHR0ej22DCRERERGQGcrkcT548gZ2dHfz9/eHo6GjylW0iMo4gCEhNTcXr16/x5MkTlClTxujlEpgwEREREezt7fH5558rfibDpaamQi6Xo1ixYnB1dRU7HKI8z8XFBQ4ODggNDUVqaiqcnZ2NaoefiERERAQnJyf8+uuvYoeRK3DRXyLrYY73I9/RREREREREGrCHiYiIiCAIAiIjIwEABQoU4NwbIqJ32MNERERESExMhK+vL3x9fVnhjaxW8+bNMWbMGMXvgYGBWLhwoUFtDBo0CF27djVrXJS7MWEiIiIiIjx79gyffPKJosJfQEAAvvjiC0RFRYkdmqhCQkIgkUhw7do1sUMhkTBhIiIiIsrjgoODUbt2bTx8+BCbNm3Co0eP8Ntvv+Ho0aNo0KABoqOjLXr8tLQ0i7ZPZAomTEQ26Oy6Sbi4oBcEuVzsUIiISAtBEJCYmp7j/wRBMCjOkSNHwtHREYcOHUKzZs1QvHhxtG/fHkeOHEFYWBgmTZoEAPj2229Rr149lf2rVauGGTNmKH5ftWoVKlSoAGdnZ5QvXx5Lly5V3JfZY7NlyxY0a9YMzs7O2LBhA6KiotCnTx8UKVIErq6uqFKlCjZt2mTkM59BJpNh7Nix8Pb2Rv78+fHNN9+oPDcHDhxA48aNFdt07NgRjx8/VtxfokQJAECNGjUgkUjQvHlzAMDFixfRpk0bFChQAF5eXmjWrBmuXLliUrxknVj0gcgGNXiyBABw+9wBVGr4gcjREBGRJklpMlSccjDHj3tnRhBcHfU7zYuOjsbBgwfxww8/wMXFRek+Pz8/9OvXD1u2bMHSpUvRr18/zJo1C48fP0apUqUAALdv38aNGzewY8cOAMCGDRswZcoULFmyBDVq1MDVq1cxbNgwuLm5YeDAgYq2J0yYgHnz5qFGjRpwdnZGcnIyatWqhfHjx8PT0xN79+5F//79UapUKdStW9eo52HevHlYu3Ytfv/9d1SoUAHz5s3Drl270LJlS8U2CQkJGDt2LKpWrYr4+HhMmTIF3bp1w7Vr1yCVSnHhwgXUrVsXR44cQaVKleDo6AgAePv2LQYOHIhffvkFgiBg3rx5+OCDD/Dw4UN4eHgYFS9ZJyZMRDYsPSVB7BCIiMjGPXz4EIIgoEKFCmrvr1ChAt68eYPXr1+jUqVKqFatGjZu3IjJkycDyEiQ6tWrh9KlSwMApk6dinnz5uHDDz8EkNFDc+fOHSxfvlwpYRozZoxim0zjxo1T/Dx69GgcPHgQW7duNTphWrhwISZOnKg4zm+//YaDB5UT2O7duyv9/vvvv6NgwYK4c+cOKleujIIFCwIA8ufPDz8/P8V2WZMuAFixYgW8vb3x77//omPHjkbFS9aJCRMRERGRhbg42OHOjCBRjmsofYfx9evXD7///jsmT54MQRCwadMmjB07FkBGb83jx48xZMgQDBs2TLFPeno6vLy8lNqpXbu20u8ymQw//vgjtm7dirCwMKSmpiIlJQWurq4GPxYAiI2NxcuXL5WGENrb26N27dpKj/Xhw4eYMmUKzp8/j8jISMjfDXd/+vQpKleurLH98PBwfPfddzhx4gQiIiIgk8mQmJiIp0+fGhUvWS8mTERERAR7e3vF1X97e54emItEItF7aJxYSpcuDYlEgrt376Jbt24q99+9exc+Pj6KnpY+ffpg/PjxuHLlCpKSkvDs2TP07t0bABAfHw8AWLlypcpcJzs75STOzc1N6fc5c+Zg0aJFWLhwIapUqQI3NzeMGTMGqampZnus6nTq1AkBAQFYuXIl/P39IZfLUblyZZ3HHThwIKKiorBo0SIEBATAyckJDRo0sHi8lPOs+x1MREREOcLJyQlr164VOwwSQf78+dGmTRssXboUX375pdI8plevXmHDhg0YMGCAYjHjokWLolmzZtiwYQOSkpLQpk0b+Pr6AgAKFSoEf39/BAcHo1+/fgbFcfr0aXTp0gUff/wxAEAul+PBgweoWLGiUY/Ly8sLhQsXxvnz59G0aVMAGT1dly9fRs2aNQEAUVFRuH//PlauXIkmTZoAAE6dOqXUTuacJZlMphLv0qVL8cEHGXOJnz17plj8mXIXJkxEREREedySJUvQsGFDBAUF4fvvv0eJEiVw+/ZtfP311yhSpAh++OEHpe379euHqVOnIjU1FQsWLFC6b/r06fjf//4HLy8vtGvXDikpKbh06RLevHmjGLqnTpkyZbB9+3acOXMGPj4+mD9/PsLDw41OmADgiy++wE8//YQyZcqgfPnymD9/PmJiYhT3+/j4IH/+/FixYgUKFy6Mp0+fYsKECUpt+Pr6wsXFBQcOHEDRokXh7OwMLy8vlClTBn/88Qdq166NuLg4fP311ypFMyh3YFlxIiIigiAISEhIQEJCgsElqcn2lSlTBpcuXULJkiXRq1cvlCpVCp9++ilatGiBs2fPIl++fErb9+jRA1FRUUhMTETXrl2V7hs6dChWrVqFNWvWoEqVKmjWrBnWrl2rKM+tyXfffYeaNWsiKCgIzZs3h5+fn0rbhvrqq6/Qv39/DBw4EA0aNICHh4fSsEOpVIrNmzfj8uXLqFy5Mr788kvMmTNHqQ17e3ssXrwYy5cvh7+/P7p06QIAWL16Nd68eYOaNWuif//++N///qfoaaPcRSLkoU/FuLg4eHl5ITY2Fp6enmKHQ2S8aRkTZ683W4VqLXqKHAwR5QYJCQlwd3cHkDEPJfv8EtItOTkZT548QYkSJeDs7Cx2OEQE7e9LfXMD9jARERERERFpwISJiIiIiIhIAyZMREREREREGjBhIiIiIiIi0oAJExERERERkQZMmIiIiIiIiDTgwrVEREQEOzs79OjRQ/EzERFlYMJEREREcHZ2xrZt28QOg4hyMbkgQCqRiB2GwTgkj8iGSWB7HzpEBAhyudghEBHlqNdvU3ArLBZvk9PEDsVgNpsw/fTTT5BIJBgzZozYoRAREent3J9TET6jDF6G3hc7FKIcFRISAolEgmvXrgEATpw4AYlEgpiYGL3baN68uc5zv8DAQCxcuNDoONXJHjsZ7mVsEgDgWXSSyJEYziYTposXL2L58uWoWrWq2KEQEREZpP6jhfBDJF5snyB2KEoSEhIgkUggkUiQkJAgdjgkkrNnz8LOzg4dOnQwe9vFihXDy5cvUblyZbO3bY0GDRqErl27ih0GmYHNJUzx8fHo168fVq5cCR8fH7HDISIiMo7AYXlkfVavXo3Ro0fj5MmTePHihVnbtrOzg5+fH+ztOYWebIvNJUwjR45Ehw4d0Lp1a53bpqSkIC4uTukfERERUY4RBCA1Ief/CYLBocbHx2PLli0YMWIEOnTogLVr1yru69u3L3r37q20fVpaGgoUKID169cDAA4cOIDGjRvD29sb+fPnR8eOHfH48WPF9rqGtUVFRaFPnz4oUqQIXF1dUaVKFWzatEllu/T0dIwaNQpeXl4oUKAAJk+eDEHL442JicHQoUNRsGBBeHp6omXLlrh+/brW5+LChQuoUaMGnJ2dUbt2bVy9elXpfplMhiFDhqBEiRJwcXFBuXLlsGjRIsX906ZNw7p167Bnzx5Fz+2JEycAAOPHj0fZsmXh6uqKkiVLYvLkyUhLs715PXmJTaX4mzdvxpUrV3Dx4kW9tp81axamT59u4aiIiIiINEhLBH70z/njfvsCcHQzaJetW7eifPnyKFeuHD7++GOMGTMGEydOhEQiQb9+/dCzZ0/Ex8fD3d0dAHDw4EEkJiaiW7duADKGdY4dOxZVq1ZFfHw8pkyZgm7duuHatWuQSnVfo09OTkatWrUwfvx4eHp6Yu/evejfvz9KlSqFunXrKrZbt24dhgwZggsXLuDSpUv49NNPUbx4cQwbNkxtuz179oSLiwv2798PLy8vLF++HK1atcKDBw+QL18+le3j4+PRsWNHtGnTBn/++SeePHmCL774QmkbuVyOokWLYtu2bcifPz/OnDmDTz/9FIULF0avXr0wbtw43L17F3FxcVizZg0AKI7l4eGBtWvXwt/fHzdv3sSwYcPg4eGBb775Ro+/EonBZhKmZ8+e4YsvvsDhw4fh7Oys1z4TJ07E2LFjFb/HxcWhWLFilgqRiIiIyGatXr0aH3/8MQCgXbt2iI2Nxb///ovmzZsjKCgIbm5u2LVrF/r37w8A2LhxIzp37gwPDw8AQPfu3ZXa+/3331GwYEHcuXNHr3lLRYoUwbhx4xS/jx49GgcPHsTWrVuVEqZixYphwYIFkEgkKFeuHG7evIkFCxaoTZhOnTqFCxcuICIiAk5OTgCAuXPnYvfu3di+fTs+/fRTlX02btwIuVyO1atXw9nZGZUqVcLz588xYsQIxTYODg5KF+VLlCiBs2fPYuvWrejVqxfc3d3h4uKClJQU+Pn5KbX/3XffKX4ODAzEuHHjsHnzZiZMVsxmEqbLly8jIiICNWvWVNwmk8lw8uRJLFmyBCkpKSoL7Tk5OSneHERkWUmpMvxxLgStKxRCyYLuYodDRGQdHFwzenvEOK4B7t+/jwsXLmDXrl0AAHt7e/Tu3RurV69G8+bNYW9vj169emHDhg3o378/EhISsGfPHmzevFnRxsOHDzFlyhScP38ekZGRkL8rn//06VO9EiaZTIYff/wRW7duRVhYGFJTU5GSkgJXV+XHUr9+fUiyrOXToEEDzJs3DzKZTOVc8Pr164iPj0f+/PmVbk9KSlIaLpjV3bt3UbVqVaUL9A0aNFDZ7tdff8Xvv/+Op0+fIikpCampqahevbrOx7llyxYsXrwYjx8/Rnx8PNLT0+Hp6alzPxKPzSRMrVq1ws2bN5VuGzx4MMqXL4/x48dzVXIikS048gArTgbjx333EPKT+asrERHZJInE4KFxYli9ejXS09Ph7/9++KAgCHBycsKSJUvg5eWFfv36oVmzZoiIiMDhw4fh4uKCdu3aKbbv1KkTAgICsHLlSvj7+0Mul6Ny5cpITU3VK4Y5c+Zg0aJFWLhwIapUqQI3NzeMGTNG7/3ViY+PR+HChRXzh7Ly9vY2ut3Nmzdj3LhxmDdvHho0aAAPDw/MmTMH58+f17rf2bNn0a9fP0yfPh1BQUHw8vLC5s2bMW/ePKNjIcuzmYTJw8ND5eqEm5sb8ufPn2fKUxJZs4sh0WKHQEQmsLOzwwcffKD4mfKO9PR0rF+/HvPmzUPbtm2V7uvatSs2bdqEzz77DA0bNkSxYsWwZcsW7N+/Hz179oSDgwOAjIIN9+/fx8qVK9GkSRMAGcPhDHH69Gl06dJFMSxQLpfjwYMHqFixotJ22ZOSc+fOoUyZMmpftzVr1sSrV69gb2+PwMBAveKoUKEC/vjjDyQnJyt6mc6dO6cSa8OGDfH5558rbsveY+Xo6AiZTKZ025kzZxAQEIBJkyYpbgsNDdUrLhKPzVXJIyIiIvNzdnbG3r17sXfvXr3nClPu8M8//+DNmzcYMmQIKleurPSve/fuWL16tWLbvn374rfffsPhw4fRr18/xe0+Pj7Inz8/VqxYgUePHuHYsWNK88j1UaZMGRw+fBhnzpzB3bt3MXz4cISHh6ts9/TpU4wdOxb379/Hpk2b8Msvv6gUZcjUunVrNGjQAF27dsWhQ4cQEhKCM2fOYNKkSbh06ZLaffr27QuJRIJhw4bhzp072LdvH+bOnasS66VLl3Dw4EE8ePAAkydPVilKFhgYiBs3buD+/fuIjIxEWloaypQpg6dPn2Lz5s14/PgxFi9erBgGSdbLphOmEydOmH0lZyIiIqK8ZPXq1WjdujW8vLxU7uvevTsuXbqEGzduAAD69euHO3fuoEiRImjUqJFiO6lUis2bN+Py5cuoXLkyvvzyS8yZM8egOL777jvUrFkTQUFBaN68Ofz8/NQu/DpgwAAkJSWhbt26GDlyJL744gu1xRsAQCKRYN++fWjatCkGDx6MsmXL4qOPPkJoaCgKFSqkdh93d3f8/fffuHnzJmrUqIFJkybh559/Vtpm+PDh+PDDD9G7d2/Uq1cPUVFRSr1NADBs2DCUK1cOtWvXRsGCBXH69Gl07twZX375JUaNGoXq1avjzJkzmDx5skHPE+U8iaCtcH0uExcXBy8vL8TGxnJyHdm2aRlfajearUbVFj1EDiZDt6WncfVpDABwDpMG6WmpsHdwFDsMEtu79+9l9+aoNW6PyMGQOSUnJ+PJkycoUaIEe+mIsrnxPAYAYC+VoKK/anJuKdrel/rmBjbdw0S2KSlVhrCYJLHDIMpRF3Ythv0PBXHt6GbdG1OeIIF1Xa9MSEiAm5sb3NzckJCQIHY4RAQgTSZHSGQC4pK4sK2YmDBRjmsy+xga/XQMj1/Hix1KrvDq6UM8e3RT94YkqrrXM4ZcVP9vuMiREGmWmJiIxMREscMgondexiQjLjkNIVG8iCEmJkyU4yLjM8qDHr8XIXIkuYBEAr/fa6PYn40RFxMldjSUB8TFROH1ixCxwyAiyhPS3q1lReJiwkSUS0S/fCJ2CJQHeC4siYIrqiE6IkzsUIiIiHIEEyYiMtrB268QzKGVeVLYvQtih0BERJQjbGbhWiKyLicfvMbwPy4DYFU8IiIi0o91lbvRD3uYiMgo15/FiB0CERGJJDVdjviUdLHDEM3b5DREJ6SKHQblEPYwERGRVlHhz+Gd3w929vzKyM2kUimaNWum+BkAbj6Pha+nEwp52saaQnHJadh5+Tk+qFoYvh62EbOtuvcqDgBQqqA73Jzy3mfDk8iMqnUujnZwcbATORqyNPYwkWjOBUeLHQKRxcllMryNtd3X+oMr/yL/skq4O6eV2KGQhbm4uODEiRM4ceIEXFxccP/VW3Racgr1fjwqdmh6+2bbDUz7+w76rjwvdih5RkIe7mUCMtZJotyPCROJ5sjdcLFDILK4uz83h8eCEmKHYbSYk78BACqnXBM3ED3cOLEDt0/vFTuMXONy6BuxQzDY0XsZ3yuPIliMJjcRBAHxKemQydXPfhEEAZ9++iny5csHiUSCS5ev4EH4W7x+m2LysdeuXQtvb2+T2yH1Tpw4AYlEgpiYGLFD0YoJUy6z6cJTDFl7EUmpMrFDoVxEkMsRevcy0lI1f/lIcjAeW1Ip9YbYIeQJMZGvUPXEJ6h0uC9k6Xn7ijflDXINyYOxXr9+jREjRqB48eJwcnKCn58fgoKCcPr0acU2EokEu3fvNsvxQkJCIJFIcO3aNZ3bRiWkIvh1vMaqrAcOHMDatWvxzz//4OXLl/ANKIPkNBlexiYptskNiY85n39r0bBhQ7x8+RJeXl5ih6JV3ht0mstN3HkTAPDHuRB82rSUyNFQbnFp9y+oc2MKbjjXQdUJRwDYZpUbyr3exryG97uf5XIZ7Gzi68263kUJCQkIDAwEkHEyS9YrOiEVz98kooi3C/K7O5mlze7duyM1NRXr1q1DyZIlER4ejqNHjyIqyvyLoqemGlYs4U1ixvZJaeovBj9+/BiFCxdGw4YNAQBhbxIB5M0Lx6mpqXB0dBQ7DL05OjrCz89P7DB0Yg9TLvU2mVdYs9p74yWazD6GW2GxZm03Kj4Ff54LRVxymlnbtTb5b/0OAKiafFHkSMh68OsjN4qMjERkZKTYYeRKCQkJGv8lJyer3fZVVAxeRsYobZuUlITnbxIBAGExSWrbM1RMTAz+++8//Pzzz2jRogUCAgJQt25dTJw4EZ07dwYARTLdrVs3SCQStG9QFQAQEhyMLl26oFChQnB3d0edOnVw5MgRpfYDAwMxc+ZMDBgwAJ6envj0009RokTGUOUaNWpAIpGgefPmGuO7cOYU+nZshdqlCqFw4cKYMGEC0t/1JA8aNAijR4/G06dPIZFIFHFmdeLECQwePBixsbGQSCSQSCSYNm0aACAlJQXjxo1DkSJF4Obmhnr16uHEiRNan689e/agd/tmqFPaD1UrlMP06dMV8QAZPUHLly9Hx44d4erqigoVKuDs2bN49OgRmjdvDjc3NzRs2BCPHz9WabdmzZpwdnZGyZIlldrNfL4zn//Mxzlt2jRUr14dq1atQokSJeDs7Iz169cjf/78SElRHhXStWtX9O/fX+1jSk1NxahRo1C4cGE4OzsjICAAs2bNUtwfExODoUOHomDBgvD09ETLli1x/fp1xf3Xr19HixYt4OHhAU9PT9SqVQuXLl0CAISGhqJTp05oXDkQ9coWQZcW9bFv3z7F3yb7kLwdO3agUqVKcHJyQmBgIObNm6cUa2BgIH788Ud88skn8PDwQPHixbFixQqtfzNT8RuP8oSRG6/gWXSSYt0gcxm89iK+230LX2+7rntjC4vcP0v3RrlUwtsYpKexvCvljOvHt+HJjKp4dP2U2KFYhQdXTiD0/jWN9187uhlX5nZCbJTqvNW45DQcuxeeJybOu7u7a/zXvXt3pW19fX3h7u6OwgV84F/QR2nb9u3bK20bGBio0p6xse3evVvlJDvTxYsZF8zWrFmDly9fYsM/xwAACQnx+OCDD3D06FFcvXoV7dq1Q6dOnfD06VOl/efOnYtq1arh6tWrmDx5Mi5cyFj8+siRI3j58iV27typ9rhhYWEY1rcHKlergW0H/8OyZcuwevVqfP/99wCARYsWYcaMGShatChevnypiDOrhg0bYuHChfD09MTLly/x8uVLjBs3DgAwatQonD17Fps3b8aNGzfQs2dPtGvXDg8fPlQbz3///YcBAwag3yefYdfRc1i45FesXbsWP/zwg9J2mQnitWvXUL58efTt2xfDhw/HxIkTcenSJQiCgFGjRqm0+8UXX+DOnTtYvnw51q5di6UL5gCA4vnOfP6zPs5Hjx5hx44d2LlzJ65du4aePXtCJpPhr7/+UmwTERGBvXv34pNPPlH7uBYvXoy//voLW7duxf3797Fhwwal5LNnz56IiIjA/v37cfnyZdSsWROtWrVCdHRGUaN+/fqhaNGiuHjxIi5fvowJEybAwcEBADBy5EikpKRgzba92HH4NL78dprG1+nly5fRq1cvfPTRR7h58yamTZuGyZMnY+3atUrbzZs3D7Vr18bVq1fx+eefY8SIEbh//77aNs2BCRPlKSnp5v1SvvE8o8fq4G3xC1jUjjuCJ3f06wES5Lnn5CQ2+jXc5gUgbFZNsUPJlSRWNmwMACLCnuDs718j8kWoKMev9u9QlJCHwmvXx6Ic35pEvghF2b+6IGBTM43bVP9vOGrGn8S9jV+r3Ddg9QV8svYSFh55YMkwSQd7e3usXbsW69atg7e3Nxo1aoRvv/0WN268n4NZsGBBAIC3tzf8/PyQL38BAEClKlUxfPhwVK5cGWXKlMHMmTNRqlQppZN1AGjZsiW++uorlCpVCqVKlVK0lz9//oz28uVTG9vSpUvhV6QIJn4/ByVKl0XXrl0xffp0zJs3D3K5HF5eXvDw8ICdnR38/PwU7Wbl6OgILy8vSCQS+Pn5wc/PD+7u7nj69CnWrFmDbdu2oUmTJihVqhTGjRuHxo0bY82aNWrjmT59OiZMmIDOPfugaEAgWrVqjZkzZ2L58uVK2w0ePBi9evVC2bJl8dnoLxESEoKuPXojKCgIFSpUwBdffKHUk5XZ7sCBA1GyZEm0adMGM2fOxOb1GSM8Mp/vzOc/6+NMTU3F+vXrUaNGDVStWhUuLi7o27ev0mP4888/Ubx4cY09eU+fPkWZMmXQuHFjBAQEoHHjxujTpw8A4NSpU7hw4QK2bduG2rVro0yZMpg7dy68vb2xfft2xf6tW7dG+fLlUaZMGfTs2RPVqlVT3NeoUSOUqVAJRQMC0bxNOzRt2lRtHPPnz0erVq0wefJklC1bFoMGDcKoUaMwZ84cpe0++OADfP755yhdujTGjx+PAgUK4Pjx42rbNAdbGORNRJoIyiezSXG6x5qf+3MaSj9ag6SP/0Gx0lUsFVmOCb64DzUABMifiR0K5ZCE1V3RQB6Ch78fR4HvLokWh5uQKNqxrUXks/sooOe2jkmvVW679m4B7J1XwvB1UHnzBWaF4uM1V+6zs1NexyciIgJyuYDbLzMuypUr5AFH+4xtpFIpHka97wUy13yz7t27o0OHDvjvv/9w7tw57N+/H7Nnz8aqVaswaNAgjfslxMdj3IzvsHfvXrx8+RLp6elISkpS6WGqXbu2UXHdvXsXNWrXhUTyvrRQo0aNEB8fj+fPn6N48eJGtQsAN2/ehEwmQ9myZZVuT0lJQf78+dXuc/36dZw+fRozv8/oUZJKAJlMhuTkZCQmJsLV1RUAULVqVcU+MueMggb5i5VW3FaoUCEkJycjLi4Onp6einaz9lRltpuUlAgXF1eNjyMgIEAlURw2bBjq1KmDsLAwFClSBGvXrsWgQYOUnsesBg0ahDZt2qBcuXJo164dOnbsiLZt2yoec3x8vMpzkpSUpBhWOHbsWAwdOhR//PEHWrdujZ49e6JUqYy59P/73/8wYsQI7P5nH+o1bo62HTqjkn8jtXHcvXsXXbp0UbqtUaNGWLhwIWQymeK9kvX5zUyEIyIiND5HpmLCJKKYxFSEx6WgnJ+H2KFQHlL/0QIAwPUdX6HY+ENGtyNYX8cD5REl5CEAgDLp6ofM5BRXSQru/NAI7j1/RfGy1VXuv/AkGvtuvsQ37crB1VH/r9t7Fw7D2cMHgRWMO8E0VLpMDjsp61xampubm0HbyuUCXF3TFb9nJkwZUpS2NRdnZ2e0adMGbdq0weTJkzF06FBMnTpVa8I07buJOPXvMcydOxelS5eGi4sLevTooVLYwZxxmkt8fDzs7Oxw+fJllaRV05Cx+Ph4TJ8+HRUbtAYAFM3nAnenjKFnzs7vF0vOHI4GQJGk2Ku5Tf5uxEdmux9++KHS8UKjEuDkpH0RZnXPbY0aNVCtWjWsX78ebdu2xe3bt7F3r+ZlF2rWrIknT55g//79OHLkCHr16oXWrVtj+/btiI+PR+HChdXO7cqsPDht2jT07dsXe/fuxf79+zF16lRs3rwZ3bp1w9ChQxEUFITlf27D2ZPHsfrXBZg/bx5Gjx6t9XFpk/X5BTKeT7kFR88wYRJRre+PQCYX8M/oxqhcxLrLKeYeuewsX8OVIv3ksudCDUEux+V/lqNguQYIKFdd7HBsEzNjrSqm3cKTzQOBKarzGHstPwsAcHG0w/h2+vWeRIQ9Qfl9PTJ+mWbeIjXqJKamo8nPx1GpiBeW9a5k8eORbalYsaJSGWsHBwfIZMrV5y6cP4tBgwahW7duADJO/PXp9cqs5Ja9vewqVKiATVu3QRAERZJx+vRpeHh4oGjRono/FkdHR5Vj1ahRAzKZDBEREWjSpIle7dSsWRP3799Hu76fAgBKFHCDh7ODjr30b7d06dJKt0u84hWLA6t7/rUZOnQoFi5ciLCwMLRu3RrFihXTur2npyd69+6N3r17o0ePHmjXrh2io6NRs2ZNvHr1Cvb29mqLamQqW7YsypYtiy+//BJ9+vTBmjVrFK+LYsWKoVf/T9Cr/ydY/PMMrFy5Um3CVKFCBaVS9kDG37ts2bIqSW1O4hwmEWUuwHb6kXEViZ5FJ2LfzZcQeEJjlaLiU9B/9XnsvfFS731uHN+Oq4f+tGBUecuV/b+j9pUJivkVN45vx/klnyAlWf+hVFzTh3TxkMdovf9plP6vt8hnlpu0rM5/DyMRlZCKkw9eQyqVonbt2qhduzak0rx5ehAZn4JUM891tQVRUVFo2bIl/vzzT9y4cQNPnjzBtm3bMHv2bKXhUYGBgTh69ChevXqFuHdVzUqWKqUoNnD9+nX07dtX65V+uVxAdEIqfPIXgIuLCw4cOIDw8HDExqq/QPD555/jVVgYZk3+Bk8ePcCePXswdepUjB071qDXaWBgIOLj43H06FFERkYiMTERZcuWRb9+/TBgwADs3LkTT548wYULFzBr1iyNvTFTpkzB+vXr8duCn/Ho/l3cv3cXmzdvxnfffad3LNranT59Om7fvo27dzPanT9rhtJjyHz+37zRvbB037598fz5c6xcuVJjsYdM8+fPx6ZNm3Dv3j08ePAA27Ztg5+fH7y9vdG6dWs0aNAAXbt2xaFDhxASEoIzZ85g0qRJuHTpEpKSkjBq1CicOHECoaGhOH36NC5evIgKFSoAAMaMGYODBw/i+dNQ3L15HRdP/6e4L7uvvvoKR48excyZM/HgwQOsW7cOS5YsURTpEEve/ETMJZrMPo7PN1zBnmsvxA6F1Pj5wD389zASIzde0Wv7tNQUVP13CGqcGYmYyFfGHZTJs5K0p8rzW6r+OwT1Infg6vbZeu0fFnwbKTP9cXaF8cMGciuTOjfJKrm4uODixYu4ePEiXFxcxA7HKBITltAOjUpA7e+PIGjhSTNGZBvc3d1Rr149LFiwAE2bNkXlypUxefJkDBs2DEuWLFFsN2/ePBw+fBjFihVD7/YZk/an/zgbPj4+aNiwITp16oSgoCDUrKm5CM/LuGQ8f5OIp29SsHjxYixfvhz+/v4q81YyFSlSBCs3bseta1fQM6gJPvvsMwwZMsTgBKVhw4b47LPP0Lt3bxQsWBCzZ2d8D6xZswYDBgzAV199hXLlyqFr1664ePGixrlRQUFB+Oeff3D25DH069gKLZs1wYIFCxAQEGBQPJraPXToEOrUqYP69etjwYIF8C/6vlco6/Nfo0YNnW16eXmhe/fucHd3R9euXbVu6+HhgdmzZ6N27dqoU6cOQkJCsG/fPkilUkgkEuzbtw9NmzbF4MGDUbZsWXz00UcIDQ1FoUKFYGdnh6ioKAwYMABly5ZFr1690L59e0yfPh1ARi/iyJEj0a1lPYzo3wMBJUth6dKlauOoWbMmtm7dis2bN6Ny5cqYMmUKZsyYoXVYaE7gkDwrtPH8U9x9GYcZXSppnJyX1fknUehao0gORGY9BEHAsPWX4Opoj8V9dH9ovN/PgkFlE51g2NpM6WmpyOzUT4h7A+8C1r+Qm6Fk6em4vGcJCldtgWJlqokXSOxzvTZ7uXsqikhS0ODFegC/WDYmq2V7Sbgpve7JSQm4uX8VAut3QUH/QKX75DIZLv/9G+qYGJ+5ydLT8frFE/gVLwMAOL9tHiT2jqjbjYm+IQ69q3b6JNLwdYwszdLvQicnJ8yaNUtp3R11OnXqhE6dOgEAbjyPAQAUDwjAsWPHlLYbOXKk0u9Zh+jFJWV8N6akyzB06FAMHTpUZ3x1GzbGxn+OAgCqFvVWuX/MmDEYM2aMznaWLVuGZcuWKd3m4OCA6dOnK07usxs0aJDKyXpQUBAKV6oHAHC0l6K8n6fS/dk/g4oUK47rz5R7hJo3b66yXVBQEIKCgpRue/z6/ZC8rM9/pmnTpinWlFInLCwM/fr1g5OT9gWOhw0bhmHDhmm838PDA4sXL8bixYvV3r9p0yaN+/7yS8b3Z+Zrxk4qQf78GVNR1D0P3bt3Vym1n5W6IZ/Xrl3TuL05sIfJCn276yb+OBeKkw+5eKAmz98k4cjdCPx1/QVS0i2zmveRO+G4/cLycwhslWDEV/ilXQtR9+ZUFNugvpwokbFM6VnI6tq6r1HnxhRIVqiWyb6ydwXqXPvWLMcxp5vzOsDv99q4euhPREeEod7tGah7/TskJ1nfiX9ekZouhywXLd9Amsnl1nlR6c2bN9i1axdOnDihksCS4ZgwWbHMqzA56WH4W4zccAUPwt/m+LENIcvyAWWuE6Ws7r6Mw9D1l9BhMRemNCfp8wtih5DrCXI5rs7+AJfndTVXi2ZqJ+clJyXg1VPDKun5R5wAABRAjMp9sqf6rXOmNzM9tdWTzgEAHC8tR3LC+89uucyw+XeJiYkIDAxEYGAgEhMTjbookl1cjO6lDsTyKjYZw/+4hLOPzRujTC7gSWQ8br+IM1ubyWlyzlfOYekyOV7FJiE5zTIXZS2tRo0aGDRoEH7++WeUK1dO7HBsHofkkZI+K88hMj4Vpx9H4tqUtmKHI5pHEZrXy8jtIl+E4tGx31G+3QiDhgVeeRpjsZiSkxJgZ2cPB0ftQwpsxfNHt/Ds+EqU6/IN8vmadzjt65ehqJGYUWEoPu4N3D19zNq+LYmaXQNFhHA8/nA/SlVtKHY4Vk8QBISGhip+NoeUhbX0PLZZDmeQb3bcwMkHr3HwdjhCfupgtnZTZXKYu5ZXaFQC/L1dUMA95z4D02VyyAQBTvbiVSYTU1hMEmKT0hDxNkXtMEBLi01KQ1R8CtJlxr05zLU+F2VgD5ON2H75OY7eDdd7e219LnK5gCFrL2LWvrsq90XGZ6ybEJOY871bOcGar88FX/8vR4/nlaK+sETcqs6o/2ghnq3so3dbF55EmyssFclJCbD7qRhifrTcFbLgW+fxZEY1XDuieQy2OXn82RYNwtbi2e8DdW6bmpJsUNtyue1cDX3x5B4eXrPc676IkPGZGXFhm8WOQdoVhO5KXmJ5/sY6Fh6WyQVEvE1Gio6ejKj4FK33m0ouF5QS5Tsv43D/1VukyfLm0MKkVP0/S+WCgPR3z5Ms2/NorNCoBMSnpFts2gEZhgmTFdD1tnoWnYhx265jyDrzrGh/7kkUjt6LwPKTwWZpj0wXFnwXlQ69T1D0KfahjiEf0oHyp2pvL/luUdAqKfpV9wOAJ5GW65ELe3gdDhKZxhMvwQwfY047+qOEPATVT31mclv68ELG3JKSSbeQnBgPQcNch/NbfoLjrEK4dnRzjsSljsSCl/7919VDmd0d8TI0Z0tp5xWuc4tbLCENvX8NFxb1Q3z4Y4u0b/MMeN+8ikvGq9hk3BdxKHyaTI5bL2IRoqYEviGJQ1714NVb3HkZh8TUdNx+Eau1cEiqlSRAqelyPI1ORGJK7l86wxwJLBMmGxCp51Wly6H6XeXPi2tMZIpOSEVYTJLZ2zW1xHKR9fXNE4gIJJBDbsBCetbIVTD/a0IfHpIkOM8ugqvz1JfTrXc3o2JV2ZP/U7nvRch9PH90y6Lx5ZSI4Btih6BgyQTREi7vXaX1/jK7O1rkuN6bPkDdN/+g9pUJFmlfm9CoBDSdfRx/ngvN8WPr4uDgAEEQIKSn6r2PNZywvknMiPdtcu4cXWJpqe96l55FZ3yXxGv5m957ZR1zxJ+/SURMYioevc79UxASEzMuBDg4GL/AMOcwWYmElHT8eS4U7SobXko68/u9+7Kzem2flxMmAJj+122sGFBb7+0vhkSjTmA+C0aUM2LfRMLJyRnOZmov83W3y3EKCuyPgz3mI92KP1KSkxLM9tjNrWaCYeu+pKelwn9tXQBA4rincHX3skRYAABB09UAcy7EZGNJiiUZ0rscFxOFWhe/smA0mmX2koph6l+38TQ6Ed/tvoWP65u29k1W5nhJ29nZIRHOSI+OhE8+ICnJSeffVJaWCuFdr0Ny8vshuHK5cuIlF6SK+7PennUfY6WlpijazH6M1BQ7JEtUL4pl3p+eKoEhIcjTUhW96vrGruk50iQ9NQVCeppBxzA0zszHL5dKILwrRCUX7CDIVOPMnkDrE5O6pNscf+tMSUnJBv8dTJX1OcuJYwqCgMTERERERMDb2xt2dsbPx7Pes5s85od9d7Hx/FMsOPLA4sf69I/LFj9GUqoMHy47gwYl82NKp4pat/3jXChW/xeMP4bUQ7F8rhaPLdHA4QU9fztr1gnBhpClp8PO3j5jXRWpHep2H6O8gZ4nmvFxb+C1qBSSBEftE9yMUF2aMbSzlOQF7gvqF/qzpNTH+iUb13YvhO324ylLTkqA+7ufY6NeWTRhsrUeFzEUQAzOb/kZdXqMg9TIL+SbJ/cgfzHD5umlJFrHleqcZu0X/ZLtPXDgXhhalZTBKV331fuIuGSkvpvY75j0fsFgQRAQEfP+pNJeKgHiMy77RLx53yuedR9jvU1OQ2xSulJ7mceQxznC2UH1dZ15f4qLPWKd9b9yHx6brKh0q2/sEW+TkZqu/z4xiamIT5EZdAx1caa/i9Mh0Vkl8c18/HYSILMug4OdBGlq/pZZ/176xpR9H33301dElscni3WEs4PU6OkAmmQO53RxzHj9ZD4mqQSwT8i5xbG9vb3h52fa2pZMmKzEueCMsqbJadb9RaCvv6+/wN2Xcbj7Mk5nwjR5d8awohn/3MFKPXt+5h82PrG889J8pV610fdzJz7ujeLkN6vrx7aiwr+f4WL5cah//2cAQELbQXDz8DY4luf3L6M8ABeJ/sNEbMHDqydRP2Kr0m3JSQlwdnFT2VZIzpm/u6W9eHIPoUd+QwNNG2RJcOKiwk2uklcq7pxJ++sj9a3qmnOvnj5EemoKipaubHB7gpDzn6P17v6Ii/94oE6Xzw3e9+75g6hybAAAILb9Vh1bW45EIkHFihUVP5u9fQuW3bny9A1+2HtXMTRKVBIJdtxNwN6Hibj2XUudm89afwmP3w2LOvpVc8XtqekyDNv1fg5aEW8XrB9SAQAwdOcJxe1Z9zHW5gtPsfK/YKX2Mo/xQ7fKqFCigMo+mfd/2rQkelfQ/2LZhOVnFVMN9I199p+XFcud6LPPwiMP8Pf1CIOOkd23K84h4m1Gwjq0SUn0qav8GDMfv6ezPeKSM5LNYvlc8Sw6UeW4Wf9e2mJa9V8wLoe+wYJe1TF0p+r8Q3P8rTNNXH4Wr7NM+WhTsRAmtK9gtvbjU9LQZUlGxda9o5vA2dFO8Ty4Odrjr9GNzXYsbRwcHEzqWcrEhMmKjd50FU72UhT0sL1SyulGLOSmrRLPsXvheBgej0+bloREIsFf118o7jP0ez06wfxJgymnFtELG6lNmKqdHAZIoEiWgIxhBlrlwt4AbZM1ox8qn8w/uX0eJba1xfn8XVFv9DpLhyYK93Ut0AD6VffyX1cPmGba4ss+sHwvhu/1pUCWREOWng6/3zMunsSPDdEr6Qu7sg9FLRbhO7qGVr0wbi5W7H0zrvdmQqLj6uqK27dvmy+WHPTh0jNih6AiOV2As7PugcCRSQLC3mZcic+6vSRdprgdABwc5Yr7s96uzzF0xirYqcSQ+btc6qD2GJn3pwh2BsUQniDHq3f7Ojo6QSrV/ZqNSlb/HGkSny4xaHt1IhLlijbC4tJV2sm8L1EmxZvEzGPJ1R43699LW0xzjz4BAOy9G6myj7b9jBGeKMfLLMdYe/4FpnWrYbb2Y1LeP26JvSOcnR0Uv3s4Scz6WHICiz5YuZwYPmcLPll7CbP238O5YMuVr9ZGLhcwcecNbDyvvrKcKYrLw1RvtMDV3bwgev+PAIB6Ubu1bieBAEEuR1jwbbUV6h7fPIebJ3eZFEt6WipePLlnUhvqeOqZLNkSJ7nyWPa0tPcXBmIi1Lw/sgm5ewn17vxg9PGTkxJw9eA6xL5R7emyZmItZBobpf8SF5QxPEzbMEJDPu6T02T49fgjM0SlTKxrbcP/zF3nOObqmZUZcdFZl2fRidhx+bmi/LklRcWnIMlGF/zVhD1MVsBWOwXC45Ix9+B99G8QoHVRtyeRCQiNSkDzcr5mOaYYjtwNx6YLz7AJz9C3nuXn6Wj6zBUEAaH3ryFA14YW9OzRTRQrXcXia1pFhT9HvoL+Fmv/wtKhqBe5A+fKjEX2mSOldgQBAB7ZlTK43cgXoXgVfB2y07+gWtIFM0RK2ty7dBQxD88hUNtGOj5kr//+P9R7vR13L/2mtrfXZGZ6m54PjoK9nQS1AsQtQvN2STNYbtac7cv65w6PS0a9H4+iiLcLTk/QPTxPl4VHHuK3f22nlPv8Q/dRLJ8retYupvb+w3fCcS44CruuhOHbDhXg5aI6F2rVf8G48dy0nnJTGfN9J5cLevWe5ZSmc45DEDIqIg5tUtJix4mKT0Gt749YrH2xsIeJjPbV1uvYdvk5Or8bo5rpv4ev8e2um4rfW8w9gUFrLuJyqPYFDK05cYxNso5Sq3d3/oCATc1EjUGyoafR+wp6njlePfQn8i+rhIu/9Df6WAAAieaPuHqROwAANR8s1rhNaZnmExNNvREFVlRF5SP9RUuWUhJsca6W8W/+8v98iPr3Z5t09IoRewEAFdLumNSO4fR/3G+T09B7xTl0X3bWYkUPEhMTUalSJVSqVAmJiYk4cEv94tZFhZcWOX5u9O+D1wCgdTkLfb/7QqIStSZL6TK5KBcVJRo+168/i8HiY4/w9fYbWuP6aMU5bLn0DLMPqO+R/37vXbPEaSh9r0dm7VV6FPG+yEeLeScwcqP+6xlaWubr7OzjKIse5+rTGN2xWDQCy2DCZC2s/NXzMPwtPlpxFueD37/RHkaon9vQf7X6E8VbYeJeIbIkS0yQVqfBi/XG7WjGbDQnTpa8z2WcANd984/Fj2WMc8uGw2tRKVw7vFHsUFTYbe2r9HtE2BPLHIjDRs1Gn3dn1os2mYUN9C1ucXH3rxDkcty7cBix0a81xyEIuHPnDu7cuQNBEPDfQ/MOUdT3gom1CotJwuYLT5GSQwuPakpENOm36jzq/XgUl0LEGbqeXebaTgBQ78ej+Pvd3GNBwyv+abRtDjfWNC86NCoRe2/k7MWFiLfJOHDrVY4Mu8trmDDlAjnRMzNs/SWcC45G7xXqK2bJLTDeVkyWPhd89vA60nQVcCCzKh+qKbkx/LVbP3wzACDf2e9NiEi7N6+N+6ItKij3CoTdPq1hS+uhT/U0QS7HuQ0zcPPknhyISFMQlv+cUzpJnuaFc78ZXnUvuzrXvsWFpUNQfl8PpC3Wfw06axAalYCYRPGqe/51/QXaLvgXj1/Ho+38fzFh500sOaZ9DpEh3x9R8Slmq9x6/klGorTxgvnn2prD4qMPLdZ2UqoMpx5Gai0eZQprHgGTVbuF/+GzPy9j/VnrW9TZ1jFhyq3MfMYfHqf95H7nVd0Ts3URAMQmWsfQN0MZMkHzyv41KLahKe7Pa4vzSwar3UaiZSiZ0nZnlyj9LsBCXxai9iaof27PbZiO/Pc3692KDzSflGi7TwyxbyLh82t5scOwKrdO7UH9h/MU5bdzwuV53fD0wTWj9o2Pe4M/HH5EX7ujJsVQ/9UGk/bPVC9yJ4CMNaNsRVhMEprNOYHqMw5b5gB6fGz/b9NVPAiPx7ht15Hwbk2Zk2bseev5m34Lzhvi2rMYxfo3xvhoxVnsv6n/BZvsXw8bzodi9KarSJflXJbx2Z+X8fHq85h78L5B+yWnybDqv2A8iRRvIWZzyuztOnYvQuRIch8mTFbCRi5eaJQ5TlubZzq6208+eI1qMw7pnOuUE7JfTdLn7xOh59hxp6u/AwAqp1xTnMQYq0qKnuOjbXj4lLpKYK+ePkT9h/O1zjHSV/Zn5vyWn0xu01Rh9y+JHYLZhN6/hquz2+PhNdU1RTJl9jBd/7kNMM0LL4NvqWyTFGHa0MIbx7fj6pwOkMu0n0hm7e2q9fYYHDf2MOp4N3f8hCZ2t/Cjw2qj9jeOrX+TKLv6VP13gRhX+01JQLQJNtOJetbPyeDXCei7yrD107IOkzsXHI0RGwybe7PwyAMsO5HxeTxp1y38ff0Fhq5X/zlm6FBDfWSeg/x5zrCelQVHHuD7vXfRYu4Js8eUFyXnssp4WTFhsgFGzY+x4DfK4TvhWHva8JOXaD2HVaw+FazxvnVnQ3DvlXJvgLWkAs+1TOrNlfR8jcVGhePcxu8RFf7cbK/LpPgYs7QDAHbZeuXq3Z2l975qS8KTEqdNPVAj8QzK7O6odbuXofcVhTKct/UzexxV/x2CGgmncGNeBwAZQ/ySEnSvMeWH1zi37DPc/HenQRceJCnv245LStNeAtzIhXbVtWno14W1DTVKTpNpnBOSLpNrLZ6QG7ww4vFN3HkTTWYfV7pNn4n3WZnyOnj9NgULjzzEzwfu5dj8Ll30XW/xUojmC7RZ30ua5l2ZIiVdhqdR4s3bMve5094bL1F+8gGsOxui9n6xlkEwFyZMpNGbhFTFKtdZDVt/CdP+vqMyTC81XY4uv1p2vsTVpzFot1D9lerQqAR8/88dvIoVp/R4dtaSyIktdGUf1H8wB9Eru5rcVmJ8LF6EGDbkQp0EI68Wx0aF4+zqcSYf31gJb2NUbpPrOWY/4W0MHt84o3bdqUyrTz3BF5uvmnUNED+8731OSElXO9/RF9FITXp/pb0wdPdYa6Pti7l64lkkxsfi2tyOcJlTFGHBuhdqrR++CVWOqx8+m+3Iam/972EkRm+6qsf+ud/9S8dwdvU4pKao/5wuP/kAas48jMev41XuG7z2Ihr9dAxngy1b5UtMDX86ZvA+my48xfM34iWSKVmqNppyTmzOIiP7bqqv8GhNuiw5jaZzjuPCE+so0pHVmceR6LX8LB5pKO6lsv2jSEVFQE1/x8+yrLlli8kTEyYrIEAw6cWj7spHxFv1c44MmRBZY+Zh1P3hKBJS0nVeXXmTkIrdV8Nw/VmM3u2bW7M5J7Dq1BPUn2XanAFjHbz1Cs/fWGmVHxE/nKomZ3xIlkk3fcJv4tyq8F9bF9FPrpvUTqiRV/Ue/z4EDZ6tVLrtzrkDeDa9gskL3erjzqphKrc5rW+n177R8xug1M72uH5U87yvmf/cwZ5rL3Dwtu6TDVlKEmTp6XodO1P1qXvRa7n552xkd//s39luUX79u84tjhqJGRd3nh361eLxAMCLm//iwsI+iNZjIV6xSCQSBAQEICAgwGKVP8v90w0Nnq3Ela0/Kt2e/Tum0y+nVPY15wl1ukyuMhwuPkX/1/PhO+F6vU9yg5z++ohNSsOuq8+RYMDfw9aERCbg3quMZGSXGeaAA8DtF+arRNx35XlceBKN4X/ot7Bw31XndW5z8LZtL3jNhMkGGJNMbb74TOW2lHQZ6v1oeDLxMlb3latTjyLxzY4bWrexxLhlbY7cCUf9H4/inIarkYmpxn0YP34dr7Zq0/KTwWj883E1exghh+YcaVpLKDuJEa/Bt7HRGcOYzChzwrr8wUG9tjfXhPlMJRJUE7WKB3qjmPACVY4NMuux1KkWo/r+zXxO0lJTcPXQnxr3LSZklPSV3dim8zhzD+nuxat2chie/1hN53ZZ/eSwApc0zFGUy8xX8KXayeFma8tcdjpNQ92YfXiyXnvVO4OG/qh5X5pychv/Jhx/fVYae36fDVdXVwCAE1LRQnpVr+GLhpBGab+Akpgqs9h3xqz9d1FxqvJnSNnv9mPhEc0xZX1ek1NlGLb+Eob/cRkbz6tWpIvScziYLjnxNfD8TSJOPzI8EdU1J9kUn/1xGV9uuY7xOs4p1ElIlenVQx78Oh7tFp7UOmc669/clPeVusQvOFK1B1Uf2S/KrvovGD/szVg/rsNi1YsM6hjyUCLjxatQaW2YMFmB1HQ5QkwYx5qSLtcrqboVFqv3uN6sHkUkIDnNPNXXzhjxwWysoesv4VVcMj5SUwr96tM3qDjlICZlWWBXqyxPb6t5/2qt2jRs/SWExyXjlQgLCBr6qX53x4+6NwJQUh6i9Pvj1/FYrKO07stfgvQcxqSDhS9vSiVWODTAiMd8acMU1DgzUrUpWRpC7xk2gTv4tX4T0QPkzxGbmIafD9zDg3DdJ9Td7TR/oadpGKKV23gnaS/5nHhqmd5tZV+HqVLqTby49a9RcQFA2IbPUTX5IqqdfN+TOdN+DdY4zsHdpX2Mbtcc1A3RM5RcLiA2MQ3L/w1WWfzXkMWAs87T+XbXTZVhS99sN/xEXyyNfz6OfqvO46KWtZs+33BF5cLp19tN6+XXJnPI5T9GrmHUVY+pAeN33FD08FiaMeddmjT++TjWnQlR/P793rtY+d8T3LfwY0lKlWH+ofu5ej1NXZgwWYEtanqDstI2KREA9lx7gRIT95kzJCVZx52aauAa9Yva5rRF79aD2KDm6qCpDt8JR70fj+LG85z/YEkMfwy5TIboiDBc2LFQ7ZyXrASZ9nLxn2+4jBvPVdvovVx3Baay6Q90bmMsY3q8lPbPZdXEAMDv2X61t9c8PwYBm1tY7LgTFyzFshOP0XbBSYsdI2cZ/9pwSAzH5bldcOfcAcN2TH2fDNR6q18v9fNHtxB6aovK7bUvfW3YsbNwS1W9oNXLPiMBq5mgucphprPrJhl9bF3+MMO6MoPXXkS1GYfMEI2ylwbMm30Q/haBE/aixdwTFqu8Zwxt5xkp6XKVJDDKiJ6HnCrWelOPk/r4FN3PvZjFZbUdevaBeyq3GTtiRl+Ljj7E4mOP0FHNUNm8ggmTFdB19eGHfXdzKBLLS9NjXYZ9N1/hUC4aGz7C7i+cW/utQfu8XdvbqGPVvTkNVxb2xJvlHVH35lS1c14Mse/mK3Reonq1LjLeuEV3xV3PyTSJ8bnvypogl+sss63L0rQpRu1n6MK8tjBJuNbb46gVfwIVD+j3/s1M3MuE7Tb4WEX/bIT6D+cZvJ82yWly1FkZjzor45GUpH4o9rmNMzXu3+DJEoQF6/99pSthMHfFNX2Wv9DEXFXSMueEPIlMQIUpBibWItK3qMRP+1VP5jM9CI/HeBvqfbNlxr5ep/99W6USMQCtiyt/svaixeKxJkyYRJL1iyDFgKEAtsyQN8ynWSYa6jOHylq5IxHjHTajfsivOLfsMzx7qN8whjIy7cPdtKn99ihKyTJKs1eKeTc8x4YTFUPo23PkITF8CKzr3OIWXeA2OdH0IUeGujEnCCE/1ER6Ws6PU09a2izHj2kqwUJzaqQGLjj99TbLDIeSCwIuvZDj0gs5Qu9fU7tN/QdztbZRZH19jfdlfX+GZEsY3iarXiGf+c8dHRFbn2AdQwf1vdgkCIJRvThZRcWnYNb+u2YZzqivtVmGi6mz5dIzJGlZq8fSCdWkXTcxbP0ltRdgBEFA7+VnMXSd7nXwDCkQYg1O6nmxYM3pEI2ViNVJl8mNWiTXFtMnJkwi2XPthcWP0WzOcWy7pH24n7V7EP4WDWYZXmbVVObKL+zx/ouhfvgmFPlTpJNEG7g6n5O0zaURy6u5DXLkOLXeHkNaasZJW7WkCygpD0HwzTNmaVsuk+Hcb5/j8t5VOrf1F7JXTBLvNZr1fSrGcE1dHzfn/pyGN4ubwh0Zif7+W5bvgc+/pbPJbYTe1TycO3vymZgqQ1yycuGPN4nmKwSSU1rOyzaHLMvLyZB5Ul9svmZyxdevt9/A8n+D0WGx/ifAxjD0+zI2SfPfdYue5ywyuXHVhTecf4rDd8LVzl8KjUrE+SfROHI3XOffqtZMzfOYrUH2ginGfmaY61wop4t+WQITJpHkxGrIoVGJ+DrL1Rqxz5mNecMc0ONNbqnyt1mZqzs5o8AAkxcAeHDlX72r9KnKfc9hoDxjPt2j66dQ/oDhE+yl0P8z5crO+Qa3r49lK39F/VcbUOviVxq3cUEynsyoapHjZ3VpfnfFz16vtc/DdJG8v5LvKORsb9uFHQt09lzWf7QAVYSHGGKnfp6aJbhKjBt2m1XEXcMuTKw8qXnRcmMlpcqw6MhD3NUypEgf5vj+XHtG/wXf/7pu+kXVK08z5iVlLdqUnCbD1kvPEG7GokQ5fTKcnCZDw5+OYsDv+s2JlssFbLv0DD/qmN6Q9U8skSg/ruzJmakjg84Ha197KV1Lpb+EVBkEQbCaRYLzCnuxAyDSZM8149cmeGPGqjSA+MmmpTR4+Seu/fwI1cfrV6ZbX69fhKCgjm3K/tUZkfAGpmmfzG0Lc1fMqfDO7loq96k/Mbk070PUlj/X+xjCG9Mn0Kvz/FkI4KB9mx52J1FCbpnjZ1U77oji54qpelbDhPYeJodk81b5dE8JR5mb0/Te3kliGz0ucTFReP1LaxSR61dtMVOCHhPxDfXLsYdYeuIxFhyxXBEafd0Ms9yQXn0tPPIQv/37GAU9nHBxUmu997Om/oGzwVEIj0tBeJx+Sf13e26pLf+uzdPoRDzNVjpdLhcglZrnmVie5eLApgtPMevDKkr3T/9b+3DUL7dcw24DRiqJnVzJc8H3OHuY8ricPBk1tCPoi83XjD7WNTWV3fT1LDoRu820kJw67unaqx6a27mN36P8vh4a76+edA7JSQk4di8cTyINO8FRp6H0FgquUL8+T/bXW+YaQvSem0TblV/179fab00buqPuralunRVTC0QAysPfshLk1jGXU9trUt8KdvpykeVMWWN9mWs44u1ds1FKFqwy7LJ6ouUXLc7qXHAUlp54bJa2tD0z2haED4ky/TPVHK48fYNn0Yk4/m6+yetsi9vb2pwcQxiaLAEZy4dkteH8U1SdfkjRa2eIJrPN+7kBwKBkCQB2Xnl/TmNI8pKiZUkZmVzQewhlre+tewijPpgw5XFbbXyOk7G05W5NZh/Hkbu6JzG+TdZ9tbeQRPXDNcCAngBTuUpSUP/BHJ3bnbzxCJ+svYQWc08YfaxykozHpW3YkLpKSzeOb9fabtm/1MylyAVXqwwVFf4cjhLLXSVccVL5xFLdkKDkpJwvTEHmp2/xGaPJcnZY41MN6xiqW4PPWI8iNL/2v//nLuQahlBlTdh0FYQwt5gsc8A+XHoGTWYfx/0s66XdNGLpizsv4jBozQU81PJ8mJM+i9DmhHS5gPiUdIwx4UKuNqZevDZkasKJ+69x92WcXvskpckQOGGvUnyv3pXR33bpGSbtuqXXMa3kz2gSJkw2Sp9FIvWx6r+MMdUxialWtSaEIQ7ceoUPFhk2qfX4fePLy2aqMk33eh4/O6w0+Tg5oe3+pvCEaVdCFzsuAQC0srtq0H7yC8rPUXpaao4M2bKEyFfmX9cLyEh8gzeOtUjbmX7cp1wOeM7B+xY9Hom3Hph8U1+N9xVwlaCAqzgDsNKN6GU8fj8CTeeY/wq+IYIjE7Djiu4LYbdfxKmtBiiWhxGGn0f0Xn4WJ8zw/amvoIW5ZX037Ub8adji4qbSNZ9Lm0//yKgieO1ZjNFt2OI1TyZMNmreIf1PZjLXRdBUmSY2KQ3VZxxGlWnmnceSU0ZuvKK6RoCZ34zGNucviTJrHJZUSRoidggAgIvrxuvcRq8TzWleZojGMKnJppXAv3dJ89C6OrGWe39aYtJ27JtIg4bw5YZ1OgxVRKVSYM4oLFNfTMfV0Q6vv/bA66894OZo2aRJ3V97vRGL0/5phgVtzeH2C/HnJ1lScGQCzgdH4a2aoXuWrLukrWcvNzlg4tqTF59oLyJhqv8evp+/ecOInsncgAmTjdJnAdhMv/2bMSTghZrVyGWCgHHv1vTQVpXFUg7q+JC4GGLZDwHSxbDXRCEY/veSQMCj66eQnJTRw1Xl2Sazx2Uryv/zodghmI3XolK4+3Nzs7UnpFroxEmwjrlTZDvE+K60Br01DHEUs7dg/03DFsDOrc4FK1+ctfQFqF+OPsTmi3lrSgcTJhtlzEJh6gS/TsDhO+Jc5QTer3quSdarGpYikwuYte8ujt4V73mwBlPt10OSbQHNSfYbDGrjvPMorfer+2KtlnQepXd1gPPP/gYdi8zJMl+ulVLNswjljePbUf+hZUqh51VJqTK8ik3WUT0rbyYGuqibi0niGLHBfEPZDFknK6+bd1j8qpM5jWXFKVcy5OrKzivPsfxkMJafDEbITx0sGJV1Ky99hlZS5flHw+z34Yf0j0WKSAtbHABtxUwdUlMQb/AaPuYJRo18J7+zWNt5VYUpB1RuS06To/m6jJ7e/f1c8ZX9NuMaz8H3pyWPdO9V7h5mZ+paQplyYClEJZaaB9Z+Ud6YL2UNknJgLVJzYw8T5Xkv1QxVzKuKS8zTc2lpteJPiB2CjTPvaeYSx18AmLZWy9vn93RvRBYll8vxb6gM/4bKIBeA0fa7jWqnVNge8wamxZtEy1XkG/T7RYu1bQ1sdcj70uOPLNJubhppmdOLCecFTJhEomvujjZiL0CWFxl7wdRXEmPWOCxtpJEnSGR70tPen2i+CdY+NFaXypKMapvT7Nca3Uada9+qvf3lrRNGt6kPiUy/xS/Nx7SzsibSG9jg8IOZYjHMpb+W6bWdrx5zGetJDavSpakX4+rTGIPaMcSrOHEupm2+YJlqm9llXZvHFDl9ap69h8lWK/yak7r3R4yWiwkcpGE4JkwiiEtOw+lHxldPO/nA8Hk9+qwZlJv8sNf4kpl5mTsMO0FwQs6ut2L1bORbSCJLRcwPZRS/1745wyztWmKdqDrXJsFNsNzin/Uid1qsbXW8ZMYvXC2BgD8cf0Iju9smxSBoOMXVVX2y9pUJJh03qxLSvD1nVJsJO2+KHYJBxO6ZUTe81FLeJNjGd96pR5GoPuMwVv0XrPH+uDx2XmgqJkwiSEwx7aTCmAXO4pLTRT+ZO5UDBRwyPX5tHaur53aT7f8QO4RsbCNhEZtPzC0UQIwox9Z0sq6ND2xvLolrjPohhmI977pUkzxCKdkTscOwGnO5Dpnetl7KO9XS3qakI0KknkdjfK/l4rE1rQlmC5gwUY4Ra3iDLhzpa7zedicM2r6nvfZJtXExpq1b5Z5s2loWpjJ1tXbrIeBzuz0qa1lJJOq/MtwkKWCyqqxqsmnDHHPaHqcpYodgVZZYaJ5MbhSvZm2m3OxssO2sr0jmw4Qpj2j00zGezpBRKkpCcuxYj879bdL+ZdPFLXX6Ys9UUY+vr0Q1Y/798P4kYKr9enzjsMWgNrtJT5kcF5Et+3Efh4LnhLCY3FnWfeqeW0bve+SubRRssmVMmPKQa89ixA7BZllr71hOMHQtJpMIAtwltvtlWCf2oNghGO2c82hscZwBCeQYbG/442hnl7sriuUmTpI0uEH9+8zVIeOftYlLsu5eDLkgYMVJ9fNFiPSx7myoRdoNjeIUBXNgwpSH5JrRQhY0+4D6eQeLjz7M4UjyJr5GxVVPeg+dpWfEDiPXKSsxzxwPX4nxBSOym2a/TuU2N0cJEr71RMK3nnBztK7ByjuuPBc7BK342UXWqu/K82KHkCswYcpDcs/8CvPKWo5z6YnH4gViBQx9hfAVlfuUlr4QO4Rcx1zLC3S3M9+wx0Z2xg//ISLbkVuHMOY0Jkw2JiElHbuummftBCJTWaKMNFmeFHKxQyCRZe0/ymeDVQiJyLb9fd22Ls7ZTMI0a9Ys1KlTBx4eHvD19UXXrl1x/37eK/tZaepB7L8lbiUw0lfu6H/JHY+CsqoqZfloeq+/3WEAQHK6gA4bE9FhYyKS0/nON0RyGi8eERni+Rvb6vmymYTp33//xciRI3Hu3DkcPnwYaWlpaNu2LRISOJlNX7de8CoiWTd1q5UTkfmpW6RWJgf2PUzHvofpkLET0iDbLlv3HCsiMo292AHo68AB5ZWc165dC19fX1y+fBlNmzYVKSrb8igiXuwQrNKOKxziaKhBdgfwl6yh2dtNieDaJ0RERGRdbCZhyi42NhYAkC9fPo3bpKSkICUlRfF7XJx19LDEJKWKHQJl8SSSvZTaCGqW9p3msB6d7cxfTa3BkyVmb5MM4wXN74fHV4+jsob71PVYqKPu9UQ5T9+/FxEpO8eFa/MkmxmSl5VcLseYMWPQqFEjVK6s6es7Y96Tl5eX4l+xYsVyMErNnkXb1rhNInVqStkblBs1lN7WeF/lI/1zMBLK7QohWuwQiAy26YJ5lgkg22KTCdPIkSNx69YtbN68Wet2EydORGxsrOLfs2d8kRMRWYK+PUdlJXlvroc19uZYQz9fb7sTYodARKQXm0uYRo0ahX/++QfHjx9H0aJFtW7r5OQET09PpX9EpJmzJE3ltiZcryVPcYTqa8Cc+tkftWj7ZDsG2B8SOwQiIr3YzBwmQRAwevRo7Nq1CydOnECJEiXEDomIKNcpLn0tdgiUA6yh16uAxDrmFRMR6WIzCdPIkSOxceNG7NmzBx4eHnj1KmMtIi8vL7i4uIgcHRERkW3KHE7p5iiBMJUjMYiIsrOZIXnLli1DbGwsmjdvjsKFCyv+bdmyRezQiIiINKogCRU7BDXE72EiorwrzcYWe7OZHiZB4Ic7EZG1soYhXtbqW4dNYodARGRVElNlYodgEJvpYcpNrKE6ERER5V3qvoeS0wX03JaIntsSkZzOBJiILEewsYtsTJiIiIgIMjmw/U46tt9Jh42NliEisigmTCKQsIuJiIhExCGURCQqG/sIYsJEREQm03fhWiIiIlvDhEkErF9BRERERGQbmDARERHlYY3tboodAhHlMbbWd8CEiYiITMY5MbYlv+St4ue60vsiRkJEZP2YMImARR+IiIiIKK+ytfVVbWbhWiIiIrIcVwcgfqKH4mciIsrAhImIiExmBy7cY+skEgncHMWOgojI+nBIHhERmayB9I7YIRAREVkEEyYiIjKZHWRih0AmSkkXMGh3EgbtTkJKum3NLyAi2yK3sY8YJkxEFsKqYZS3sJqNLcqa6KbLgXXX07DuehrSOcKSiEiBCRMREVEelQ9xYodARHmQjRXJY8IkBpYVJ6Lcx8a+/QgAUFASK3YIRERWjwmTCGwtqyYi0sVJki52CGSEAkyYiEgEgo1dZGPCRERElEcVABMmIsp5cUm2dZGNCRMREVEexR4mIhLDjivPxQ7BIEyYiIiI8qgCEhZ9ICLSxV7sAIiIiEgcBSUxip9dHYCIce6Kn4mIKAMTJhEkp3GBCyIiEl/WOUwSiQQF3VjGlYgoOw7JE8HzN4lih0BERMQ5TEREemDCRERElEdlTZhS0gWM3JuEkXuTkJJuWyV/iYgsiQmTCLhwLRERiU0KOfLhreL3dDmw9FIall5KQzpHjhMRKTBhIiIiyoPy4S3sJOxJIiLShQkTERFRHsT5S0RE+mHCRERElAdlLSlORESaMWEiIiLKg7KWFCciIs2YMBEREeVBHJJHRKQfJkxERER5EBMmIiL92IsdABEREeW87AmTiwPw5At3xc9ERJSBCRORhTghTewQiIg0KphtDpNUIkGgNxcKJCLKjkPyiCxECq5vQkTWqyCH5BER6YUJExERUR6UfUheqkzA14eS8fWhZKTKeMGHiCgTEyYiIqI8KB/ilH5PkwFzz6Zi7tlUpMlECoqIyAoxYRKBBBwjnhdIOCSPiKyYnUSAXOD3ERGRLkyYRCDh9xMREVmBN3AXOwQiIqvHhImIiCiPihS8xA6BiMjqMWESgcCRWkREZAWYMBER6caEiYiIKI+KBBMmIiJdmDARERHlUexhIiLSzV7sAIiIiEgcWRMmFwfg1gg3xc9ERJSBCZMIWCWPiIiswessQ/KkEgkq+dqJGA0RkXXikDwiIqI8ikPyiIh0Yw8TERFRHvU6S8KUKhPw438pAIBvmzjB0Y7DIYiIACZMREREeVbWHqY0GTD931QAwNcNneDI0XlERAA4JI+IiCjPioKn2CEQEVk9JkxERER50BvBHekcaEJEpBMTJiIiojyIBR+IiPTDhEkEEtYVJyIikb1mwkREpBcmTERERHlQJJgwERHpgwkTERFRHsQheURE+uFsTyIiojwoe8LkbA9cGOqm+JmIiDLwI5GIiCgPep1tSJ6dVII6Rbj4EhFRdhySR0RElAdxSB4RkX7Yw0RERJQHZU+YUmUCFp1LBQB8Ud8Rjnas6EpEBDBhEgW/goiISGzZy4qnyYBvjqQAAD6v4whHjs4jIgJgYsKUmJiIp0+fIjU1Ven2qlWrmhQUERERWVYUy4oTEenFqITp9evXGDx4MPbv36/2fplMZlJQRLmBBILYIRARaZTGQSZERHoxqujDmDFjEBMTg/Pnz8PFxQUHDhzAunXrUKZMGfz111/mjpGIiIiIiEgURl1eOnbsGPbs2YPatWtDKpUiICAAbdq0gaenJ2bNmoUOHTqYO04iIiIiIqIcZ1QPU0JCAnx9fQEAPj4+eP36NQCgSpUquHLlivmiy6U4UIuIiIiIyDYYlTCVK1cO9+/fBwBUq1YNy5cvR1hYGH777TcULlzYrAHmRp5cQp2IiIiIyCYYdeb+xRdf4OXLlwCAqVOnol27dtiwYQMcHR2xdu1ac8aXK3k4O4gdAhERkRJne+D4QFfFz0RElMGoj8SPP/5Y8XOtWrUQGhqKe/fuoXjx4ihQoIDZgsutJFyIiYiIrIydVILmgcyUiIiyM2pI3owZM5CYmKj43dXVFTVr1oSbmxtmzJhhtuByK+ZLRERERES2waiEafr06YiPj1e5PTExEdOnTzc5KCIiIspZaTIBv15Ixa8XUpEmY3kiIqJMRvW9C4IAiZpxZdevX0e+fPlMDoqIiIhyVqoMGLU/GQAwqLoDHOxEDoiIyEoY1MPk4+ODfPnyQSKRoGzZssiXL5/in5eXF9q0aYNevXpZKlYAwK+//orAwEA4OzujXr16uHDhgkWPR0REREREeZdBPUwLFy6EIAj45JNPMH36dHh5eSnuc3R0RGBgIBo0aGD2IDNt2bIFY8eOxW+//YZ69eph4cKFCAoKwv379xXrQhEREREREZmLQQnTwIEDAQAlSpRAw4YN4eCQs+Wx58+fj2HDhmHw4MEAgN9++w179+7F77//jgkTJuRoLERERERElPsZNYepWbNmip+Tk5ORmpqqdL+np6dpUamRmpqKy5cvY+LEiYrbpFIpWrdujbNnz6rdJyUlBSkpKYrf4+LizB4XERERERHlXkZVyUtMTMSoUaPg6+sLNzc3+Pj4KP2zhMjISMhkMhQqVEjp9kKFCuHVq1dq95k1axa8vLwU/4oVK2aR2IiIiIiIKHcyKmH6+uuvcezYMSxbtgxOTk5YtWoVpk+fDn9/f6xfv97cMRpt4sSJiI2NVfx79uyZ2CEBAFislYiIiIjINhg1JO/vv//G+vXr0bx5cwwePBhNmjRB6dKlERAQgA0bNqBfv37mjhMFChSAnZ0dwsPDlW4PDw+Hn5+f2n2cnJzg5ORk9liIiIhyGyd74J8+LoqfiYgog1E9TNHR0ShZsiSAjPlK0dHRAIDGjRvj5MmT5osuC0dHR9SqVQtHjx5V3CaXy3H06FGLVuYjIiLKC+ylEnQo64AOZR1gL1Vda5GIKK8yKmEqWbIknjx5AgAoX748tm7dCiCj58nb29tswWU3duxYrFy5EuvWrcPdu3cxYsQIJCQkKKrmERERERERmZNRne6DBw/G9evX0axZM0yYMAGdOnXCkiVLkJaWhvnz55s7RoXevXvj9evXmDJlCl69eoXq1avjwIEDKoUgiIiIyDBpMgEbbqYBAPpVcYCDHXuZiIgAIxOmL7/8UvFz69atce/ePVy+fBmlS5dG1apVzRacOqNGjcKoUaMsegwiIqK8JlUGDN6TDADoWdEBDnYiB0REZCUMTpjkcjnWrl2LnTt3IiQkBBKJBCVKlECPHj1QpUoVS8SY6/CaHRERERGRbTBoDpMgCOjcuTOGDh2KsLAwVKlSBZUqVUJoaCgGDRqEbt26WSpOIiIiIiKiHGdQD9PatWtx8uRJHD16FC1atFC679ixY+jatSvWr1+PAQMGmDVIIlvEnkQiIiIi22dQD9OmTZvw7bffqiRLANCyZUtMmDABGzZsMFtwREREREREYjIoYbpx4wbatWun8f727dvj+vXrJgdFRERERERkDQxKmKKjo7WW8C5UqBDevHljclBERERERETWwKA5TDKZDPb2mnexs7NDenq6yUERERFRznKyB7b2cFH8TEREGQz6SBQEAYMGDYKTk5Pa+1NSUswSFBEREeUse6kEPSs5iB0GEZHVMShhGjhwoM5tWCGPiIiIiIhyC4MSpjVr1lgqDiIiIhJRulzArrsZw+q7VbCHvZSLIxARAQYmTERERJQ7paQDvbYnAQDiJ3rA3lHkgIiIrIRBVfKIiIiIiIjyEiZMREREREREGjBhIiIiIiIi0oAJExERERERkQZMmEQgkbDyEBERERGRLWDCREREREREpAHLiotAEASxQyAiIlLiaAes6eKs+JmIiDIwYSIiIiI42EkwqDoXXyIiyo5D8oiIiIiIiDRgDxMREREhXS7g4KN0AEBQaXvYS1mgiIgIYMJEREREAFLSgY6bkgAA8RM9YM/ReUREADgkj4iIiIiISCMmTERERERERBowYSKyEBaPJyIiIrJ9TJiILITTpYmIiIhsHxMmEUgkPJUmIiIiIrIFTJiIiIiIiIg0YFlxERTydBI7BCIiIiWOdsCS9s6Kn4mIKAMTJhGU8/MQOwQiIiIlDnYSjKzLxZeIiLLjkDwiIiIiIiIN2MNEREREkMkF/PdUBgBoUtwOdlIWKCIiApgwEREREYDkdKDFukQAQPxED7hxdB4REQAOySMiIiIiItKICRMREREREZEGTJiIiIiIiIg0YMJERERERESkARMmIiIiIiIiDZgwERERERFRjqlSxEvsEAzCsuJEREQEBztgdmsnxc9ERJbySeNAsUMwCBMmIiIigqOdBF83chI7DCLKA6QS21oYm0PyRCAIYkdARERERET6YA8TERERQSYXcOWlHABQs7AUdlLbugJMRLYjML+b2CEYhAkTERERITkdqLsqAQAQP9EDbo4iB0REuVZFf0+xQzAIh+QRERERERFpwISJiCiPeSHkEzsEIiIim8GEiYgoj4kV3MUOgYiIyGYwYSIiIiIiItKACRORhUjA+vFEREREto4JExERERERkQYsK05ERERwsAOmNnNU/ExERBmYMBER5TkcLkqqHO0kmNbcWewwiIisDofkERER5TGL0j8UOwQiysPsJBKxQzAIEyYiMtohWS2xQyAiI7wSfFRukwsCbkfIcDtCBrnAXkgishyp1LYSJg7JIyKjxQpuYodAREYQoHqykpQGVF6WAACIn+gBN8ecjoqIyDqxh4mIjPYWrmKHQERERGRRTJhEwJEOlFuou0pNRERElJswYSIioyXASewQyMwuycuKHQIREZFVYcJEREZjD1PuEy+4iB0CWZEL8nJih0BEJDomTERkAjUTxwXOFLdlEq7RlCfoe7Ejme9nIiImTERkXjzhJiIiotyEZcVFIPCEknIJvpKJcg8HO2BcA0fFz0RElIEJExERKUTCU+wQKAeou9jhaCfBnLbOOR4LEZG145A8IjJajOCuchsLQVg/bX+hULlfjsVB4uH7lIhIf0yYiMhoG2WtVG7jiRiRbZILAkJi5AiJkUPOBQOJiBQ4JI+IjJYKB7FDICIzSUoDSiyKBwDET/SAGwvkEREBYA+TKBzt+LQTEeUVh2U1xQ7BaPvk9cQOgYhIdDZx5h4SEoIhQ4agRIkScHFxQalSpTB16lSkpqaKHZpR7JkwEZGVYll4S7DdYaqvBB+LtT0tbYDF2iYiMiebGJJ37949yOVyLF++HKVLl8atW7cwbNgwJCQkYO7cuWKHR5SrvRDywV8SLXYYlEMkEiZMlCFNsIMlk70IwdtibRMRmZNNJEzt2rVDu3btFL+XLFkS9+/fx7Jly5gwEVlYtOBpUMLE020iZdb4ntCnOEuZlPVoLr2eA9EQEVk3m0iY1ImNjUW+fPm0bpOSkoKUlBTF73FxcZYOi4jI6v0rr4ry0mdih0FWz3aHEhIRmZNNTqZ59OgRfvnlFwwfPlzrdrNmzYKXl5fiX7FixXIoQiLAOq8rE3EoFHGuGhGRIURNmCZMmACJRKL1371795T2CQsLQ7t27dCzZ08MGzZMa/sTJ05EbGys4t+zZ7yiSmQonlZp9kLiK3YIRkmEs9ghkBWylwKf13bA57UdYP/u7IDrqhERiTwk76uvvsKgQYO0blOyZEnFzy9evECLFi3QsGFDrFixQmf7Tk5OcHJyMjVMojzjqrw0akgfiR0GWdgOWVPMclgtdhh5hjmTjvFpw/Czw0qT21EXk5O9BL92cHl/QzqQLHAxJiIiUROmggULomDBgnptGxYWhhYtWqBWrVpYs2YNpFKbHE1IZNVSbXdao0hs8+q7tgWHEwXLXmTaI2uILnZnLHqM3Cyne3zZw0ykmaezPeKS08UOg3KATWQdYWFhaN68OYoXL465c+fi9evXePXqFV69eiV2aES5yi5ZY5Pb4BAe22bpv98uWSOLtp/bmeuvIwiqLQmCgNcJcrxOkEMQLJ8q8bOC6L1/Rpv+/UuWYxOXkw8fPoxHjx7h0aNHKFq0qNJ9OfGhTpRXbJE1hxwSzDbDkB8idQTbuE5nVveE4gjCJbHDUKLumzMxDfCdGw8AiJ/okQMxMGEi22bOM1CphO8Ha2YT31yDBg2CIAhq/xGR+QiQ4vP+/ZRuuygvb7b2Eyw83Cun8ROI9PF7ejvdG+WwBD0LfzCpsV7ffmC+z+a8zNdD/feSptuV8Esgz7CJhImIco5UqnyCNCe9F94I7nrtmybYab3/seBvdFxk+4JSfhI7BFGkWeFgjmjBU+wQCMCHNYsYvW/v2sXNGEneVaqg+u83b1cHLOhdTeu+zJfyDiZMNmhsm7Jih0B5SBKcsTK9g17bavvyiBbcebX6Hbma+SO5Qahcc5n1u/JiuC/wBI/IUgq4G1/R8NT4FmaMxLYMaBCg8T5vl5yrEskRedaNCZOV+7i+6gnGZ81KWfy45f0sP36dcqfcnhRFwcvkNqQS670uaeyCps+FAtgoa2XmaHIHmRV+1er7V7beV6rlLOlbI+cOZsITLGTb+eP6mk/8dSni7aJ7o1yqfZXCYodANsD6PsVJyfddq+CTRiWUbnO0558tU5MyBcQOwSrFwQ2X68zTeP9juxIa77OkZNj+mi4PCncROwSLMiXdNTbZyu2yJkyXPVqa1BafY8vrWNU2hg5nn8btZK99SLQ2EnZvqBAEoFIR7UNXOZc+7+CZtw0o5Pl+4mEB99w1ad5Uzcrqt45XXnPHtyNqdRiq8f50iTiJy6Z0004Wrc1b+/xih0A2IGvC5BM0QcRIiMgQvh7ai6NYS7rUsap4vWTVinmLduycxITJBljLG5I0K6hPNR0RnCs6ROwQlCSZ0MN00SvIjJGYx1tX5SGzl92bixMImdVZ/4FmbU+AFPMCV+LeB9tRsnI9POj8l1nbNy4m1R4FeykwsJoDBlZzQG4byNCnbu6fP9e9VhG0KJe7LyKW9tWvAFFOsZYOJrHCaFAy71w0zGUfiUTi2Du6MWZ2rWyWtu44mKcdAPCqkrNJhmXnL1n/kJFa4/bgucRP7DBEwaFi2n01qBfK120DAHD1tM6TDCd7CdZ2dcHari5wsrf+95shiudzFTsEtcw1xP7U+Bbw9XDGr/1qmqU9a3RjWlt4uTiIHQZl0aqC5kI/uQ0TJrJpPq7WMSdGIpGghrm6pXNgLHm6VPPzZupYdsudNpun5f2yOmib8rNZ2lJHJtH9hZ5bq+Rpl3ce82O7koqfSyevV7lfkqV0/1W3xjkSE1mnsW3LYseIhnB1NHz+UdZPREe7jNM5V0frK2FvLp7ODihbyPoLUs3tWQ1dqtvGPDjSHxMmUqvcuyp51j5nih9KxnFs/2OOH1OS5X99pAuW+XiaKh+KB0Ix4xtwcjNfMFbmlKySBVsXsvyfu2XtaU3XsQZTmoP51kN6A9NOJgVBQEJqxr/MyeyW7DXOC68FXXw9nFErwAfzempf70enPHI9YqKVLdabvVIhABT2csaij1QrLQ5uFKi1rZyuu5GXhtOZAxMmK2JNyYmLgx3uzmiHMxPEmaS/7pO6em1nbydFVyZNGkk0fIuWqdE0hyMxXFjf4xZpV9Nzoq+q3SfgllN1nK/wrdFtJEH89/qktE/wn6wyIpBPcZsAiUlD63LNOZu99one5uQb9JXR+z6yM36JCXWJUGIa4D7rLdxnvUVimubtiACgfeWcH37s6WyZIXltKxZSuU2fT0J1c5g0zWv6sEZRw4KyMCkzAIPw6bIxOXkFwsXRTrQS5o1K8cqHpZwtPlzjfe0q6f8FeLL6XHOEo1bqxHAElKtumcZNfA+5eXij8sR/Ua/3ePi0HG1UG8kS9QnTbceqpoRmkA2y1uif9i1SJDmXHNiK6r0nm7R/ZInOem/rF1AeZwM+w9mAz/Ta/py8AgD9hnW+hg/OV5iodyxZ7ZBb/0UVsj622msxv3d1o/Yz5PJSlaKmr+FH4mHCZAOspQqLrdswtJ7YIai43WajRdp1r9pR851asm5Nd52SqxaiqNLGvJXEsnJ0suRJvHEZ0/mK3+F605VKt5WuZr75JymCAxJdcm9vqa30U7yQ+MLFzfihbU96HYFHiToG7dNg8M9oMFi/eXUhQmE0S5mPt2Me6dw2TeIIO1cfg2LJVLRMDi7eSrnG+PbWNWQuK20XgN2d7LnGJWnFV0cuN6VjRTz4vj0WfVTdoP3M1ZN1ZKzuq5SVi3iiSZkC+KCKZbv37aWWO2Uz5vk6X+BDVGrUweyxPOz6Dyo31v8Kd1b1NVwdvCGUwq22m/RsxVZOjVWd9R+Ic3791N5Xr9fXqNayl1HtXvD+QL8Nc3gQe3438xVNsZNI0LSs5oWkbaWKnqlD0PIVMqx8tTELX4YKfvDyKYAUO+0llmPtjV/Y26WQ8cP9coOsi6Jb8rvDFD6uDqhZ3Bs1inujoBUN6bdWJQuozj/NOq9o54iGaFU+71R9M4fsRUb8PHPviAUmTLmAurG3WTnaSw2qLGMvleCLVmVNDQsAUNpX93F71iqGP4bUg4eTcWOTbeM0TFXpnjNVbrvtWM3kLsUy1ZsYve/H9QPg7q3+CyOgckOj2zUHuYPliy1U7DEZ9T9bavZ2645RTjafO6u+vx45VdC7vUh4mxoSAGDrZw3M0g6gOyGSWyCRfiGxvpMbe0d9TlzN89Xr/dFyPLDX/Fnt1W+Nxvt0JYZVmnU3Oi5b1q9eRsK7pM/78twbhtbDZ83Ml0D2qGX6XJbtnzWARCLBjhENsXNEQ72qm45pXcbk42blY+IFFycz9ug0Lv0+we1dW/+iPl+2ef/+qVzEC6sHqfYOn/y6heYGbPUEBKbP5wUy1v7KWiHY1Um52uO1KW1MPoa1YMKUC3Qw4wrPw5qUwMMf2sPPK+euEryvxmTZTx5Ty2XrkjXPmdapos7t8xdS/dKsMN4yhQ70ZSeVwKeg8a+np4L25N0UXvU/tljbOa3IINUT2UKfbEC6d6Be+4fUnmSWOEoVdMdL79y7bosY3Dy8IUCeI8cqUrICyn53UfF7rNRb8fP5fJ3hH1jO6LYleXRGeGD+jAszXq7vL+DZSSVmXZy8kr/plRFLFczoXZRIJFq/265MttwJ67i2xr++WpX3xUQDhu/pWrC2VsD7oac/da9ilgq6bu9KvRfPr3kNL3XnLUV8XAw+1oah9UxKYErkt8wFRQ9ne9Qo7q3xfid7O3wdVA5ftSmrdkSRt5Us/WIOefMTkTSa1KGixRMLMXi5OOgc7RRUqZDi6qKpBjUqYdR+UjvD1+KwJj+lf6T1/hPyanguqA4Tumevu3fFI1/uWRC2gJ/qFdACfsVRw8RiA8aoOHhJjhwnc50Yc5Jr+Qq7XGee2Y+XU84W/9So/cLLvh9OaqkhkPFjQxAq1X0F3xp7//KifEb2AukamtahamG1bes7xHT1oDrIp+cwwv++aYG9/9M+X9QlyzpWEokELg6q36VfB6kmeFI1JwZL+9VEeT8PzOtVXWdsWR/u7pGNsGpAbZRQM/QvU9ahnlk1Kl3ApIvGn7cohUENA7H50/pGt6HOn0Pq6ayG6OZkj9Gtyug1osiWMWGyIpbIU8zRZq/apg0fmPSB/kONLEWfL40Fvavjh25VzHbMROTesbwA4KBmOEW4oH2CeQoc0SRlocrttjK/RR8J9t5Kv4dD/6pRzi5ueDXkspkjUlXE2wUr+tcCALh7Kv/NTPnIKNpIc8Kc6Gj+6lkxrTVXarRz1HxV2Nq5lzZs+OuLgedxsfqPqNVde4nya02WK35WNyTPTgq0algDPXr0gJ2Gizfunj6IdDPv0C5r4uWifmh4briM6GAnRbOyBfXadmTL0hrv2/9FEywysqqcMYrlc4WTvfaLif3rB6BWgI+i16qpmsfZqkIhXJ3cBj99+P573t1JdZ20D6oUxoExTXX2amVXvZg3WmeZIlE3MJ/KNusG18VvH9fC3RntDGpbF1dHe0zrXEnjPORM3q6GTX3wcnHQ2PP1cX3zXGC2FUyYbIClh6rpMqK55g9OfQxrWlL3RjlA0xfevJ7VsKB3NbOvkK5rwcqc4OCi5gP/XRb9rN9Jjfudr/idzrbdnezxXQflZPiWoLtnzcFe/OfFkrz7rMqYi/aOYODHrF8xPd5vJl4JOT2hJdoaUEJeX8VKV0EU1JfOTShq/Nw6dR7blUTlRp20zuHJK/xLlEedriNh76D9wpBUqv2952wvwU/jh2Hbtm1wdnaGu5O9SUUwzhUdorTOV3aWmCCuaf5KlSLvX5cLeqtfJLZLdX90q1lE72P5mnGYniatK5g+zHlsm7KoUNgTAxoE6L2PVCLBvZnt1B6/QmFP2Juhx9icSaibkz12jGiI4e/mmmnqFfFxczTbxekvW5eFq6PmRG7lwNoqt0mlErSr7KfUI5aT1PW8ZXdiXHPUCvDBhPblEaiht2xC+/L4vqv5LjDbAiZMZBZDGhs3BE0Tc6eIEknGhE51utcqim5WtqCcuZSsrLl7vlgZzSvLS51UPyTVDdUc2uR9MvxWcIG2vqLMe9R/V73fS/P6MrbxceVfojwqfas5GbVmzwT9rj5rkzxgPy55tMK5Mtl6O969fi7KyyFRcMJDe9N6KTJP5GMqvB+Gdq/jTpPazClZ30uCYPh8py9b65Ekqhkape7iWyFPzSf949oaloxmH6pXf+h8FJzyWOP2Y4cPM6h9UzQuUwDL+tXEkbFN0a1GUcztqfr5t+ijGnAwIBHYZObhT1n9M7ox1gyug2Uf10SxfIbPicnqf63KYP8XTeBh4KKvzg52Wl8fYivgrvkCgSWnFvSoVRRDGpfAF63LYKKWETReLg7wUNODlcmY4ZJVNJzHmFNgATfsGNHQqEInuaEnVhPbOAMhrdpW1H2lWN04XX1lLanqYKe+nckdK5q8YJ05KraoU8DdEYs/qgFnPa6smMJcPYHmHJ5mixO37zhrTuQynSvUJwcisV2GVtG71eZPXPRuj5/SdT+vV+otxJV6CxEHN9xsuVbl/iIlK6H2VzvhHqi6js+qAbWRBGdUS1mJUhPPGxSjPsrXbmX2Ns2hYmHlSf6FA8riplMNXHNtAFd3/U+AxqVlLDr9hbHVziy8qF+cg2rCre4z6KJXOyR/EwYvH+PLnhujfZXCZp1nUaqgO4Y3M/8Iih+6VUblIl5oUc4XDnZSNCqVM8/TD91U19uzZm10VAi2lLk9q2Fyx4zCTqYklJM7ZiRb2gpUeDq/T7iOjG2mdh6WNcmNc+Az2d7ZFKnQ1rWb+dItY+BY3KyKZqn4Yq/lBHxuL90nuupY8iu8admCuDiptcbeJXWmdaqI1hV80b2m/r1O1rpOhznpGu5jjGcSfyQKTrDrNN+g/aoPMmxC/02nLCfvFvpAP1fyfxZp1xiP/DogVdD/AkHlRp1QZ8xmxEH350T5Jh+iZvvB8JjyHFWadjMoLs9380PSYG/GAifWPf9tQe9q+DPbotkSqRRVJp5A9W8OGNTWdlkzg4/vkk/955i6Zy0hVUCdLp9DIpEgISFB4zPrWLu/QTGc8+2Few7vK4cKEimcXY3/TrJ1uj6B+tVTHjrXqVrGCbWzg2VP2bIf11ptGFoPM7tUQs3ixi3KbE7F8xlfna5bjaI4Nb4FFmgpLjEsyyiO0r7uaFKmgNIcLACoHSD+85AXMGHKI6QaTuj1KX+d9YqBe5arHdq6ww2RedHT2FW2nXVMBjX0isegRiWwamAdg+KxltKZ0dBdrlZi5Nve0dH88w1eVBwCp8kvULqa9gpIhlC3SGx8YcsNnclk56l8tTOzFyysrnlKgFubzJ6DzEQxooXmAgx5WbcaRY2uVKaOm95zHzI+WCs2aJ/lNsOH/6mbw1Sl2Yc4U+X9OnKZ85QSS6qfyF7/85UoP+ms2vus/Yq5MRztpOioZbmP7rWKolg+F73nFDUqXQCHvmyKA1/oXgg+L2hUugD6NwgUOwwAGUnMqgG18deoRkbtX9THVXF+pm6UTfbTF4lEgo/qFte6DVkGEyaRlSpo2cU4tSUL16e0xaBGJTBVj6QpU3k/D3zWrBS+DipnUK+NPnrX0X+xuay+altW1HHW+o7zf4P3Q0FU5neYwetPr8P1m7s6t9M4RSiLSq36IUzIj90ywxerfSAYNh/MTs8iEPpuV+d/GxA24IzG+wu9m2geIXgDgMWKBtQbvhQxo+6j1geDzd62pYav6sPeQfm9Vn/ATKRMeIkqzT4UKaK8ZWZXw4ZNZR0Sp2tEXqKg/+eoh//7RMdh5Blcb7oStXVU6Xsf1PvX78gWphUVElsbNUUR/L2dtX73ejg74OTXLTCji/5/y7KFPLQWGDBGYS3rLWZGb8jJuLqqcNpY+kQ/pxKJ1hULoWpRb4u0relity3IOpwwN2DCJDI3LRMCM2X9kjPHgneZMhfmM7RnZ0L78hb5ktP2XGS/WletqBfmvxsC6OvpbBNX3lzG30fs/x4h8rNbqN9vitnbL+gfaLZhLq7uXlhVcw/GpI0yeN9wwbAvTX0VKloKlz1a4oJPBzi7aL7QIJFK4V1Qc6WrWd2qoFnZgrjYagvOBo6AY/dl7+80YgK+1jgKiLd2lLFfs//I62m873rTlXB0Uj3JcnLWp4S37X7xa2NI2Xhr8ExeEGmCHe4JqiWBja2I51OwMKq17KX3RQ19ta6gfi2g5e9K4uekOtmSgcalM+YV1Q7Mh/1fGF4B0pi5HvncHOHqaAd3J3vF8FZr8X3XyjrXAGpRzvSiMobYO9q8lTnF8HH9AJQs4IYRzZULMOhal0qTz9+1o60HNDtDXqpZN734XWv9d7QBuSv9ywMyK/sMahiIDedDcWaC6ZOcC3mYf6jV+HblFV8o5lCy4PtE4KM6xfBT96pma9tcdFVXcnZx03qir8kTaQBKyEONDctoEqny1UxzXa3T9TwluAdqiEeKWl/tMvn4RX1csO6Tuhm/NK2PyFdPTW4zN3kmFMJv6Z3wmf3fKvdVa9lL/4YsXGBA9+HNl/xqkyR1BeRROXIskwkCfqm8BXuuPEUKrGMYsaFm96iqUkQjJ1Qp6oVdnzeEv7cL7KQS+GQZhl0hWzyWeuXb20lxdUobAICdlfU8uDjYWV1vSEUNF5irFfM2uK3HP36AuYfuo2kZA5M+E58ST2cHHBvXXOX2Sv7GjfD5uH4AGpQqgBIF3DD30H2cehSpdP+2zxoY1a466tbOqlciH84/iTbbMXISEyYbU+DdytjTOlfCtM6VzNJmqwq+GN2ytFmH2A1oEKBX71luUt7PAx/WLKIY8mUOjz/cD/9SVYA5uaPsuZ+nM5b0rQGsVb3vbvutiLuwERX6G1YAgtQzpdri7+nt1CZMZP2eSouguDwMLjV6q94pCJBIHcySLAlmTIiblyuIE/dfq7nHuk7Aa1hBkQFdC7jqYuhfTczhv+YwuWNFzPznjtJt5f08sWNEQ/hpGZKYnZ1UgvHtyps7vBwnkUgUC/L+r2UZuDnawcFOiln77wFQ7UnVxNi3/6iWpXF+9QWTCpGJhUPyrIyxQw3qBBr/QS6RSPBV23IIssBCltauYSnzDaeRSCSY36u60ofqV6mfAQAu1Z6jdzvpjccBAC56tUWpqg3h4uaBi15BAIBbTtXNFq8ufeuZdxVviQQ4920r1A7MhyvuzRAHN5RvNVBxf4V6Qag3eh08vU3/m5jzZC4vioAPyiWvxbmyX4sWw1OpvguI2vYJnXrGfzX7jruA0D7/okrTLnrvc6HaTKQIDnjS/BeV+4x9J71y07w+TXZrBtUxqO2iPi6oV8IyQ3/FUvvdiar+RT0sK7cUEtD0fNYK8EERb9PWt7J1Lo52GNWyDMr5ma/Uvi5NyhTEkbHN8Pdo8xV6yilMmKxMUCU/zOxieM/Rlk/Vd6Pawoeeui9kdee7mRNU22lYwVsdbQ9/zaA6WDFAdSVuQ2kbi75D3hR9Cv2F2h0/1bu9Ks0+xJuR91D7iy2K2yp/uhqX68xD8RHmWJhTvxdFaV937Bhhvu75rEetMXY3XCeFwCuffsMb4qDPHBltB7etj7prjZZpvd/BzfJXulPgKOoHSIrE+k5m7rXfptd2RcsZlgCYk7OrOwLKVVd7n6ZhinW7/Q/2k1+hWrMu+OCDD/DBBx/Azsiy76G9j+Fs4Y9RctAKvfcxdD6PRCLB/9u78/CmyrR/4N+TLmmadG/pvhcKLd1oabpY1kIFhk0F9JWluAACshUQZliKAvLiLirOBjozjsu8KqMCv1dEcC2rlFUYBAr6UoqIWCi0SHt+f3SaaWjSNus5Sb6f6+p1NSdnuZueJOc+z/Pcz1tT8nBi5Z343zl9kGlGFyu5CfFRYt+SYuxbMshq+/ztUMtbRGz5EeDorVfWZupr3VJO/L5c697ctLWkLhqbz4tpC451FeEizOkHbK++w62/2Kx9xI729/HcPvjo0TvQt5t1Bo72794FGjt0GxTcTa/gFxASrlfdSqX2Qfawh6zS+mLMD0LbQaC3zwx/wr35C/ioZ1qbdU0hKBSdmtfpWMlb+Jd7N9SMesfsY9VCjZTfzNY99lLb726auTIH/ZfR53YH32Xy/EdA8//3W48U7Oo234SteEHTWnftYANL275G/sFhuDTlEGrnnLZ9UFbi5u4OLy8vbN68GZs3b4aXV/MNKlMLQcT2yEb+1JdtXvBEEAQo3d2QHObTptjAA4XxJldss7aMKNO7uAdrlO3Oq2iquCDbVuE11aSCOADAgO6Gi3mYypknSfV0V2Dj5PZvvPztIS22zi7C6KyOW+Mzo/2xaYZ5pc9N4cT/Eo5hIutRtbpjYIsBqT5eHlYvZe4s9uc+D0vrRv16z+ttlnm66ZckDn74Xez6ZAOSBz9s4dE6JyV/CKA3j4zp6ibvQHhQKM6O+xRQuCG2UxXd5OmQVw60MzeatW29whs9jMyFYxMGmoljAvVf+0rvfGRet2NMNrav13+jpc06OMI2k4Ba+4LkjiT7Vi6zhdZ3qwUBWPbvqTLiFm2WKiRMKoiDm0JAYVIwBj/3uWRx3E7K69nMaH8cWDoIfnas8OeonbP/OaOwTTGR23l5uHW4Tovlw1OMtsR29BpFBXT+O9OZWw2ZMJHVBKo9sXp0GjzcBIdsbnVUewKHI9cKc/24G5iYNi5YjftyY+Cn8oBCISAoNApBt5VEr0EQQvETvmwybX4YW/hVdIOxr+LYHh2nlFKMfTrk1Ru3siahl92PbH9hfl74n2n5upLISdPexO6/lEF76V3s6jIWeRfNb0mUBYW8O23cfn4v/U2K2fPfWVJUxBKmzO3i6+WO2vpbNozGOA83BSYXxktybGuy9qTsAVacxJnsoyQ1FAtKkpEe5YcJf94jdTiSkfenOzmc/9LGYEyOaV/A1r5IjQuyXQvCWhmWM0dE+5faezNX6T0W3IykFEbG+Tx5VxoWDTHeF1584H9RkTALe9JWtB+njTWKAk4NfcuMLaW9IyYUzECvkgltlp907ypBNPpad3k5POAvVtlnTlwguoU2d4vU+AZAO3MDrs8/h7zpf7TK/ls7qzD8WWSo+2kL570/2taDd8TrdUuuq6uDWq2GWq1GXV2dDSvDm/cq390rCoNSOt/Vr7Plo/MSAq0y3sfRtPdfaGkpmNonweh8WK1FBjSPOVQ4c58sM8jl1bCke6YgCJjRPwlFppZUdzJMmMgptP6M/se0Apsc45kxGehmQjWZljuh/Ww0Wd/+3GexO3UZskfNane93qP0J59NGznHqnGExXRF/sQn4KlpHjPwz8bm17/zVc6s4/z4z4yMMXFMgQ9vsmh7a7cAmFJ1zVTeGtO72nZmbE3ArM9wZGDbRK9RcMNBVa6R/TovAU0QO/gLr1+/juvXr9spovYVJumP2XxmbIZNunu/NSUfU/okdryiC1Ir3fGnScbH0vz9IS1WjEhFXkLz/6pnpB96xwVgeEZEh/tmbmV7CSFqfLGwv9Vb9jr6HHFGTJhkyJp39Vzl88hP5YHiHqEY0L0LgjXyaPLfNq8v1t2XhQds1C0jMC4d2jFlcHM3rWet2sffJvG02NaUjVN3bUXQ3K9x0i3JZsc5OeojVESW6h63bql0hrLiQaFR+EFwvVL/1uTrH4SeRbZL9ByNo7wv/jmjEC/cm4kJebYZB0bWU5AUrCvmADSPX/7HtAKsuy/LpP28cG8mQnxML5DkrKz1Vk2P9EN0oOOO25UTJkwydPv7xBbzMsQHy6t6jqUEQcCfJuVgQ2lvvW5EnR0QaQuhvl4YnhEBdzdXe5sJSEwvsHli1jWzCDmT1nYcjYOVFNfnKrc89F0T25YUr4iZKkEkHbuQcNd/HjjhLXNTq+RZQ4S/CiMzIx32s/P2i92J+Y6X+Pl7268wAwCMzIyUzRxUUrHFO23pb1JssFfjnPAjUMcxP41czL25MRjQvYtZ8zMZ8/bUvI5XMqD1e6FlsHC6GeVTDQn3by46oBAAdwu7XXz06B2YNbArZg+0zjiQQLUnBqeGWmVfUroCx5tdm/7DrU9Zh+vUQo3EEQvtEE37LLlDelqV2qZLoWeYsYlQDR8oMNr4xKlX+682NzQ9Rwf9Hb3vXWqVfbXmobTRHFRm/FMco01K3laMsN53t629cn8vrBrd0yatEs5cQU2ugjRstbMWVslzAF4ebthg4kzo7fF0V6CLT9uKaKa6s2c4Pp7bp02pYHMp3d1wdEUJFIJg8bxSPSP9rFqCfO/vim3Sd9618NLLUqkFQztcR73kHHzd3dFoh3jk6NRdW3Ht0g/IMFAVsSJiIrImrEFPlRoHv37J4PZN6Pxd7tTCYWbHaUhF7DS4XzmNnN7FwFbD61hy0WlpN59vNH111RwFB+neZy/vTy/A6Fe+NvicvecLSg71wYmaq9AmmD5v39A04wVRHFFBYvNr4OXB9gGyDBMmJ6fytO2/uKXalbWo7TCRrDlakiU5pUzOPGmfPbm5/eecs+Q1DYjPtEI0ljN1TJscNSrMH4eYmN5O0RcR8FIZ7478IwLQMEq/Wl+D6AGl8KvZ8Zgif/J/637flTQH4affRXTjD1AI8khOsuZtkjoE2cqKCZA6BJ0ts4tw81aTVSfBdVSxQWp8+Vh/q5dH76zp/ZOwZutxjOhEEYzW+PUuP0y5ndTiId0xoHsXk9+kRK4mICQce/2HYI//UPgFmd7t8uy9O3Co75+RlHGHDaIzbp9vsV2PZ6lI7egO19nTcznOKqIQOuY52wThZfwGzwH1HQhedlr3f/xu9GYc7PN7/OCuX5p8T0Bzq1JF1AO2ifHf8savQOyyI7gsWHOy7qZ2n1UoFOjbty/69u0LhYE5pQSZzzN1u4UlzaXCp/ZJkDiS5q7m9uKmEGSRLH306B14flym0eft9ZJEBXjrlc+3p6l9ErB1dhGeHZtht2PO7N9cbGn+4G52O2aLEZnN15xduzhf93/HvxVJBk3tm4ipfY2USZXHzUoi2eg9R3/+pkN9/wxxz+8RceMkQvBzu9vGdu8FdLf/tLOiicUsGgauNGn9vz6YC+w/ZNI2xlx8uBLRkR1Xi8y9Zx6AeQCA7257rs0dV92Cji+79qY/Do+TW5Bx92Ptrtc6IWhJnPZeqUHioWU4osxETwDZM/6CU8f2QJuqbbu9rNqgDYsKMN6FWqVSYefOnXYIIsf2xwCQFuWHEyvvhNJd+uThnan5WLLpCModaDyTpXpG+qGLi1e+EwSh08WnvK2U1JUN7oZ7c6MR6W+jsZDtmFKUgB5hvugloxZXa2HC5ER6RvriyP/V2mzeH3u7KysS7x34P6nDoE5KNTBm7KcQLbpeuP3S13qMlUlufXfc3d30rhjp/e8B+t+D3e+sRcixVTjplgTpp5E1TetL9/rHziO1na5ot8uI9kdR1xDs/sY6CUCXTiRLHbKgj0rvu2YDmG3WtjmjHsWZ7gXolpgGoLnLY7vd/qzsdMAdCP75I5xt6njy0A6JIqb0ScDFq/WdngDWmlXyzt73GWqO7ET2yJkdr2yiYI0nLl27iZJU/b/LWLIU4Wf5OF5T5MQF4v/N6WPXY8qBX6tqe95K0xLXuCBvvZLlzq71OWnJmGlBENq9MXK7ZDOGVvQIM5wEursp0L+7FT6rZIgJkxN5bXIuPjx4HndlRUkdikmKexjuBvXsuEzZJUxsnDNueHo46m82IiPaX7csc+JaYO0bdjl+6/FHah9/VIRPhNB0E3kR5pf07X13GY7HZiI6xfAkp7Z23i8LUVeqLd5Pe+N2bMU7wLGqSgq9JhherlAgPsV6RXdM1fPBV7B7ay/M3G/566n0DYGXhxtWjkqzPDAzxlXFJmciNjnT8mMbsL2sH6ou1XW6amt+YhAWDelu1sWiK9PGB5q0vtLdDbt/OxCCAHiYUCbe39sDOxf0NzU8MkOEvwpbZhXpJbfGbJ1dhG+rnefGvCmYMDmRYI0Sk200SWoLaw9E3LekGMF2LHuZEe2Pg99fkXR+JmclCALG9tYf7+HlLV0/5vyp6yzeh8LNDd21g60QjXl6TH4ZeM6272lbSUzLw66Dc+ERGIu29erkJ3PgvVKHYJC3xg/aMWVw/2478Eu9ruqXKfZlr8Wv1UeRVzi83fXq6uoQFxcHAKiqqpLsBpGH23++aF4dn41H3tiP58ZmtruNn8pD72ZNRwRBwDRj3dZdhDlFbh4dYHpbe6iv4dY8SyvZyr8DrONIiejcNVGPcF+Tr598vNxxtf6WOWHJChMmOXKhcq32TJYA4I8Ts/HWnu91c0g5MpWP8/URtoSx7nmOzMcvEBXhE5Ff/RepQzFL3vhyqUOwLxuWttq5oB+uNzQiQG16F9Oc4Z2f9PfSpUsm79+aMqL99Sqa3dkzDCdXDnHYSWydjTXrfkQHemPb3D6datkwZGhaONZ9ehK5JrZ6kX35KJkwETmcLj5emGWlyWylsj/3WTTeqEVulGvfHQVYWp1ch9LdTaLiBfZ9j5UNalvZS+pkKSHEtJZyc5Jae5HbbaWuFnSJVHm6Ycf8fvwekDm5nXPm4i0biXnJoHqPvS0oSQYAlDrJYM5EE79MLZU99EHk3j3Xrse0hmsCxwqYp/1S0NZUPjwFAd4eWHOXFca42NilkHyLtr/ZveMy5+Ta9i8pxhcL+yOwkwnQxsm9kRsXiBfaKaXt6Dr7WtgLkyWyF7YwSeS5cRl4eccprLk7DQ+9vg+nL9WhJNWxBkmbIsRHiR+vNkAhANP7JWJoWjjigjpfxUWO3ptegMM//OLU/zdrODzgNXh+/iQ8R1s+pojatyv5MeRZsH1pYTwmFcTJ4iLkUlA2ki6eMvp81sQ1Fu0/Z/g0HFD5IuvrGTioyoX9ZklxEjbqAiuDU08nSKOEKSPG+id3Qf9keVcIM/flfem/snDhl3p0N1IdjcjZMWGSyOisKIz+dzW7d6blY8fxi/hNuvNOMvvGQ1qs2Xocc4u7QRAExAfbv2qXtfWKCXD4uQZqHvoGoX9qnkPIN7BzZYZNldZnNNCHd/PtIe++31q8DzkkSwCQPvFp7NoUgbzvnm/z3B7/oci1sPKfoFAga/B4NPS5C+me9i0x7UicpTsNWcYe1ye9YgJQ9dN1mx+H7MtZhhezS54MBGuUGJMTbfOZue/9d6GD2cX2H8PTLdQHG0p7I62TJV/lwJ4zs0slNCoRJ0d9hOND/wd+ga5XJtSxtX+CnnZPAABcFx1z4khvjR/yxq+w+XGUXt56E9Zahl+pROZa7kKT+nbE38xCGGQ7bGFyIatHp+GhoniLxty4QA6hM2tgV3zybQ3u7R0jdSg21TWzSOoQyAbUE9/Enn8+gdBBc2H+TFSu9I4nhUKBnJwc3e9E9uSncu0kQRAE/PXBXNQ1NKKLD1u95YYJkwtRKAQkdeHA+84K9fXCrsUDZdNFicgU4bHJCJ/1N6nDsD1e2FuNSqXC3r17pQ6DyGUVdXW+nh6ik3Ts5TcNUTucLVm6onDsMVeuSHCWDuBWcMK9ucKmT36pblna4Mk4q4jG7uC7JIrKNQkCLx8cXWcnK5VCmJHJbomkwhYmGYoNcvyCCNaSnxCEitM/4e5ekVKH4tCODPobhM+egubuF6UOhchsCQu/wIWa79EjOkm3TKX2QeyyIxZ0O7TcRQSiCy4jLnuQhFHYxmXRcK+E5N7FOPFpMmrVceht55jIOu7uFYU7koKRHSufG2nvTM3Hyzu+QznHM5HMMGGSoaKuwVgxIhU9wuV798de3nhIi7qbt+Dj5dp9my3Vs3A4UDhc6jCszt3dAz8iAGrxOsJiu0sdDtmYh6cSYa2SJbnwX/wtfqm7iiAHL5xy/fp1pKSkAACOHTuGvt2C8QSCMOfmdJQOSEdmq3XdPTyRvGSPJHGSdSgEYJLM5kPMjQ9Ebnyu1GEQtcGESYYEQZDdh5hUFApBVsmSLTroHezzR8R/PgenCtYiywb7d2aCQgH/355AU1MjPJXswkHS8FR6OcX5J4oizp49q/s9qYsPPl/QH4GaEmiUvFwgItMtHtIDc96uxKR8KfsBWI6fgNQpv0kPx0eHqjGlT6LUoTidjAFjIfa7B1kcvG4WD0/HLJtN5AhiHHyCcSKS1qisSBQmBSNY4yl1KBZhwkSdsu6+LDw+sicC1Y59wsuV9eaBIVdVET4e+VIHYUPOVoCFSGq94wKlDoFcRIiP49/YZMJEnSIIApMlIimITR2ucnNxDfJt0SVMwa8IImcVwO90ok7jbW0iIgdnq/Ez6UOn4IwiDrtC77PJ/omIiBwBbx8SEZFBKrUP4pcdRLzUgRAREUmICRMRkUPimB6yLkEQdGXFpRoz5saxakQkQ0yYiIiICN7e3jh69Kgkxy4tiMPJi1ehTQiS5PhERO1hwkRERESSKh+RKnUIRERGsegDERERkQtIDvOROgQih8QWJiIiGYscNAP425uo9M5HptTBSEjk/T2bu379Onr37g0A2Lt3L7y9OWmts5k9sCsEARjSM1zqUIgcChMmIiIJKTUB7T4fnZSGurKzyFD72ikiclWiKOLYsWO638n5qJXuWDykh9RhEDkcJkxERBLY03M5Gi+fQV5mnw7XVfv42z4gIiIiMogJExGRBHLvmSd1CERERNQJDtcpvKGhAZmZmRAEAZWVlVKHQ0RERERETszhEqaFCxciIiJC6jCIiIiIiMgFOFTCtHXrVnz88cd4+umnpQ6FiIiIiIhcgMOMYaqpqcHDDz+MTZs2dbrUaUNDAxoaGnSPa2trbRUeuQg/lYfUIRABAG75RgO/SB0FORNBEBAbG6v7nYiImjlEwiSKIkpLSzFt2jTk5OSgqqqqU9s9+eSTWLFihW2DI5cSF6zG8uEpCFR7Sh0KubjMe5dj94Yf4Z0xCmlSB2MHvIC3PW9v705/vxIRuRJJu+QtWrQIgiC0+3P8+HGsW7cOV69exeLFi03a/+LFi/HLL7/ofr7//nsb/SXkSiYXxmNkZqTUYZCDOazsBQA46NXbKvtTqX2gffR1pPUZbZX9ERERkWGStjCVlZWhtLS03XUSEhLw6aefoqKiAkqlUu+5nJwc3H///Xj99dcNbqtUKttsQ0QkhZhp/8CenX9H9/73Sx0KERERmUDShCkkJAQhISEdrvfiiy9i5cqVusfnz59HSUkJ3n77bWi1WluGSERkFX4BwcgdPUvqMIiMunHjBvr0aZ5I+fPPP4dKpZI4IiIieXCIMUwxMTF6jzUaDQAgMTERUVFRUoRERETkVJqamrBv3z7d70RE1MyhyooTERERERHZk0O0MN0uLi4OoihKHQYRERERETk5tjAREREREREZwYSJiIiIiIjICCZMRERERERERjjkGCYiIiKyvuDgYKlDICKSHSZMREREBLVajR9//FHqMIiIZIdd8oiIiIiIiIxgwkRERERERGQEEyYiIiLCjRs30K9fP/Tr1w83btyQOhwiItngGCYiIpK9qJ53SB2C02tqasJnn32m+52IiJoxYSIiItmqnXMa16/+jLCIOKlDISIiF8WEiYiIZMvXPwi+/kFSh0FERC6MY5iIiIiIiIiMYMJERERERERkBBMmIiIiIiIiIziGiYiIiAAA3t7eUodARCQ7TJiIiIgIarUadXV1UodBRCQ77JJHRERERERkBBMmIiIiIiIiI5gwEREREerr6zFs2DAMGzYM9fX1UodDRCQbHMNEREREaGxsxJYtW3S/ExFRM7YwERERERERGcGEiYiIiIiIyAgmTEREREREREYwYSIiIiIiIjKCCRMREREREZERLlUlTxRFAEBtba3EkRAREclLXV2d7vfa2lpWyiMip9eSE7TkCMa4VMJ09epVAEB0dLTEkRAREclXRESE1CEQEdnN1atX4efnZ/R5QewopXIiTU1NOH/+PHx8fCAIgqSx1NbWIjo6Gt9//z18fX0ljYUcA88ZMhXPGTIVzxkyFc8ZMoXczhdRFHH16lVERERAoTA+UsmlWpgUCgWioqKkDkOPr6+vLE4Ychw8Z8hUPGfIVDxnyFQ8Z8gUcjpf2mtZasGiD0REREREREYwYSIiIiIiIjKCCZNElEolli9fDqVSKXUo5CB4zpCpeM6QqXjOkKl4zpApHPV8camiD0RERERERKZgCxMREREREZERTJiIiIiIiIiMYMJERERERERkBBMmIiIiIiIiI5gwSWDVqlUoKCiAt7c3/P39Da4jCEKbn7feesu+gZJsdOacOXfuHIYNGwZvb2906dIFCxYswK1bt+wbKMlWXFxcm8+UNWvWSB0WycjLL7+MuLg4eHl5QavVYs+ePVKHRDJVXl7e5vOke/fuUodFMvL5559j+PDhiIiIgCAI2LRpk97zoihi2bJlCA8Ph0qlQnFxMU6ePClNsJ3AhEkCN2/exJgxY/DII4+0u97GjRtRXV2t+xk1apR9AiTZ6eicaWxsxLBhw3Dz5k18/fXXeP311/Haa69h2bJldo6U5Ozxxx/X+0x59NFHpQ6JZOLtt9/GvHnzsHz5cnzzzTfIyMhASUkJLl68KHVoJFOpqal6nydffvml1CGRjNTV1SEjIwMvv/yywefXrl2LF198Ea+++ip2794NtVqNkpIS1NfX2znSThJJMhs3bhT9/PwMPgdAfP/99+0aD8mfsXNmy5YtokKhEC9cuKBbtn79etHX11dsaGiwY4QkV7GxseJzzz0ndRgkU7m5ueKMGTN0jxsbG8WIiAjxySeflDAqkqvly5eLGRkZUodBDuL2a9qmpiYxLCxMfOqpp3TLrly5IiqVSvHNN9+UIMKOsYVJxmbMmIHg4GDk5uZiw4YNEDllFhlRUVGBtLQ0hIaG6paVlJSgtrYWR48elTAykpM1a9YgKCgIWVlZeOqpp9hlkwA0t2Dv378fxcXFumUKhQLFxcWoqKiQMDKSs5MnTyIiIgIJCQm4//77ce7cOalDIgdx5swZXLhwQe8zx8/PD1qtVrafOe5SB0CGPf744xgwYAC8vb3x8ccfY/r06bh27RpmzZoldWgkQxcuXNBLlgDoHl+4cEGKkEhmZs2ahV69eiEwMBBff/01Fi9ejOrqajz77LNSh0YSu3TpEhobGw1+hhw/flyiqEjOtFotXnvtNSQnJ6O6uhorVqxAUVERjhw5Ah8fH6nDI5lruS4x9Jkj12sWtjBZyaJFiwwWamj9Y8oXz9KlS1FYWIisrCw89thjWLhwIZ566ikb/gVkb9Y+Z8j1mHIOzZs3D/369UN6ejqmTZuGZ555BuvWrUNDQ4PEfwUROZohQ4ZgzJgxSE9PR0lJCbZs2YIrV67gnXfekTo0IptgC5OVlJWVobS0tN11EhISzN6/VqvFE088gYaGBiiVSrP3Q/JhzXMmLCysTUWrmpoa3XPknCw5h7RaLW7duoWqqiokJyfbIDpyFMHBwXBzc9N9ZrSoqanh5wd1ir+/P7p164bvvvtO6lDIAbR8rtTU1CA8PFy3vKamBpmZmRJF1T4mTFYSEhKCkJAQm+2/srISAQEBTJaciDXPmfz8fKxatQoXL15Ely5dAADbtm2Dr68vUlJSrHIMkh9LzqHKykooFArd+UKuy9PTE9nZ2di+fbuuGmtTUxO2b9+OmTNnShscOYRr167h1KlTmDBhgtShkAOIj49HWFgYtm/frkuQamtrsXv37g4rSEuFCZMEzp07h8uXL+PcuXNobGxEZWUlACApKQkajQYffvghampqkJeXBy8vL2zbtg2rV6/G/PnzpQ2cJNPROTN48GCkpKRgwoQJWLt2LS5cuIAlS5ZgxowZTLIJFRUV2L17N/r37w8fHx9UVFRg7ty5GD9+PAICAqQOj2Rg3rx5mDRpEnJycpCbm4vnn38edXV1mDx5stShkQzNnz8fw4cPR2xsLM6fP4/ly5fDzc0N9913n9ShkUxcu3ZNr8XxzJkzqKysRGBgIGJiYjBnzhysXLkSXbt2RXx8PJYuXYqIiAj5TqEjdZk+VzRp0iQRQJufHTt2iKIoilu3bhUzMzNFjUYjqtVqMSMjQ3z11VfFxsZGaQMnyXR0zoiiKFZVVYlDhgwRVSqVGBwcLJaVlYm//vqrdEGTbOzfv1/UarWin5+f6OXlJfbo0UNcvXq1WF9fL3VoJCPr1q0TY2JiRE9PTzE3N1fctWuX1CGRTI0bN04MDw8XPT09xcjISHHcuHHid999J3VYJCM7duwweN0yadIkURSbS4svXbpUDA0NFZVKpThw4EDxxIkT0gbdDkEUWauaiIiIiIjIEFbJIyIiIiIiMoIJExERERERkRFMmIiIiIiIiIxgwkRERERERGQEEyYiIiIiIiIjmDAREREREREZwYSJiIiIiIjICCZMRERERERERjBhIiIip1ReXo7MzEyTt+vXrx/mzJlj9Xg6Ul5eDkEQIAgCnn/+ed1yQRCwadMmo9tVVVXptjPn7yUiovYxYSIionZduHABs2fPRlJSEry8vBAaGorCwkKsX78e169flzo8s+3cuROCIODKlSt6y9977z088cQTksSUmpqK6upqTJkypdPbREdHo7q6GmVlZTaMjIjIdblLHQAREcnX6dOnUVhYCH9/f6xevRppaWlQKpU4fPgw/vCHPyAyMhIjRowwuO2vv/4KDw8PO0dsucDAQMmO7e7ujrCwMJO2cXNzQ1hYGDQajY2iIiJybWxhIiIio6ZPnw53d3fs27cPY8eORY8ePZCQkICRI0di8+bNGD58uG5dQRCwfv16jBgxAmq1GqtWrQIArF+/HomJifD09ERycjL++te/6rZp6U5WWVmpW3blyhUIgoCdO3cC+E9L0Pbt25GTkwNvb28UFBTgxIkTerGuWbMGoaGh8PHxwYMPPoj6+nqjf1dVVRX69+8PAAgICIAgCCgtLQXQtkteXFwcVq5ciYkTJ0Kj0SA2NhYffPABfvzxR4wcORIajQbp6enYt2+f3jG+/PJLFBUVQaVSITo6GrNmzUJdXV2nX/vWLl26hNGjR8Pb2xtdu3bFBx98YNZ+iIjIdEyYiIjIoJ9++gkff/wxZsyYAbVabXAdQRD0HpeXl2P06NE4fPgwHnjgAbz//vuYPXs2ysrKcOTIEUydOhWTJ0/Gjh07TI7nd7/7HZ555hns27cP7u7ueOCBB3TPvfPOOygvL8fq1auxb98+hIeH45VXXjG6r+joaLz77rsAgBMnTqC6uhovvPCC0fWfe+45FBYW4sCBAxg2bBgmTJiAiRMnYvz48fjmm2+QmJiIiRMnQhRFAMCpU6dw55134u6778ahQ4fw9ttv48svv8TMmTNN/rsBYMWKFRg7diwOHTqEoUOH4v7778fly5fN2hcREZlIJCIiMmDXrl0iAPG9997TWx4UFCSq1WpRrVaLCxcu1C0HIM6ZM0dv3YKCAvHhhx/WWzZmzBhx6NChoiiK4pkzZ0QA4oEDB3TP//zzzyIAcceOHaIoiuKOHTtEAOInn3yiW2fz5s0iAPHGjRuiKIpifn6+OH36dL3jaLVaMSMjw+jf17Lfn3/+WW953759xdmzZ+sex8bGiuPHj9c9rq6uFgGIS5cu1S2rqKgQAYjV1dWiKIrigw8+KE6ZMkVvv1988YWoUCh0Md9u+fLlBuMFIC5ZskT3+Nq1ayIAcevWrZ3anoiILMMWJiIiMsmePXtQWVmJ1NRUNDQ06D2Xk5Oj9/jbb79FYWGh3rLCwkJ8++23Jh83PT1d93t4eDgA4OLFi7rjaLVavfXz8/NNPkZnjh0aGgoASEtLa7OsJZ6DBw/itddeg0aj0f2UlJSgqakJZ86csej4arUavr6+umMREZFtsegDEREZlJSUBEEQ2owVSkhIAACoVKo22xjrumeMQtF83078d1c2oLlYhCGtC0i0dAVsamoy6XjmMnTs9uK5du0apk6dilmzZrXZV0xMjEXHbzmevf52IiJXxxYmIiIyKCgoCIMGDcJLL71kdrGCHj164KuvvtJb9tVXXyElJQUAEBISAgCorq7WPd+6AIQpx9m9e7fesl27drW7jaenJwCgsbHR5ON1pFevXjh27BiSkpLa/LQcl4iIHANbmIiIyKhXXnkFhYWFyMnJQXl5OdLT06FQKLB3714cP34c2dnZ7W6/YMECjB07FllZWSguLsaHH36I9957D5988gmA5laqvLw8rFmzBvHx8bh48SKWLFlicpyzZ89GaWkpcnJyUFhYiDfeeANHjx7VtYYZEhsbC0EQ8NFHH2Ho0KFQqVRWK8392GOPIS8vDzNnzsRDDz0EtVqNY8eOYdu2bXjppZescgwiIrIPtjAREZFRiYmJOHDgAIqLi7F48WJkZGQgJycH69atw/z58zuc4HXUqFF44YUX8PTTTyM1NRW///3vsXHjRvTr10+3zoYNG3Dr1i1kZ2djzpw5WLlypclxjhs3DkuXLsXChQuRnZ2Ns2fP4pFHHml3m8jISKxYsQKLFi1CaGio2RXsDElPT8dnn32Gf/3rXygqKkJWVhaWLVuGiIgIqx2DiIjsQxBbdxwnIiIiSZSXl2PTpk1mdUm0xvZERGQYW5iIiIhk4vDhw9BoNO3OIXW7c+fOQaPRYPXq1TaMjIjIdbGFiYiISAYuX76sm4w2JCQEfn5+ndru1q1bqKqqAgAolUpER0fbKkQiIpfEhImIiIiIiMgIdskjIiIiIiIyggkTERERERGREUyYiIiIiIiIjGDCREREREREZAQTJiIiIiIiIiOYMBERERERERnBhImIiIiIiMgIJkxERERERERG/H9h2pJE0F1g1AAAAABJRU5ErkJggg==", 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evHnYsmULEhMTNT4Wdf777z/MmTMHERERyM7OVqrDzc1N7bGGOL+unp8no6usrCz07t0bGRkZ+Pfff5We54kTJyIyMhJnz56VD6EbNGgQmjRpgkmTJuHkyZNKdUqlUrz++uu4fPkyDhw4AG9vb4X9jo6O8nlKJRXPRSluLBT/r66sunktup5HFXt7eyxYsAAffPABqlevjtDQUPTu3RvDhw+Hl5eXxvMCRUNJ1alfv77C7xKJBPXq1VOYG3X37l3Mnj0be/fuVWqwFb+Wbt++DQBarY8GAH369EH16tVx8OBBpb/zjRs3cP78ebVDQ59/PevDGK+1YnZ2dpg4caK88fT8UEtBEFQ2IonIONhgIiKdHD16FAkJCdiyZYvKVMbh4eHo1q0bgKJFFlesWCFPpbxt2zYEBASgRYsW8vIbN27EyJEj0bdvX0ybNg3VqlWDtbU15s+fj1u3bukUW2pqKjp06IBKlSrh008/Rd26deHg4ICzZ89i+vTp8sneZVFcx9SpU9X2ctSrV6/M5wGKLq5OnDiBadOmITAwEC4uLpDJZOjRo4dWj+XWrVt46aWXEBAQgG+++QY+Pj6ws7PD/v378e2335ZaR1nPr4+HDx9qVc7NzU2pgZCfn4/XXnsN58+fx8GDB5UuvPPz87F69Wp8+OGHCvONbG1t0bNnTyxduhT5+fkKc+4AYMyYMfj9998RHh6Ozp07K8VSo0YNJCQkKG0v3lbcwKpRo4Z8u4+Pj1LZ4rlI6tSoUQN//fWX0sXy8+dRZ/LkyejTpw92796NgwcPYtasWZg/fz6OHj2qdn4SUJTUQNdeqZKkUim6du2KJ0+eYPr06QgICICzszPi4+MxcuRIvV9L/fv3x/r16xEeHq7QUwwUvU+7du2q1OtTrPjGiL6M9Vorqfg18uTJE6V9KSkpSg1VIjIeNpiISCfh4eGoVq0afvzxR6V9O3fuxK5du/DTTz/B0dERL774ImrUqIGtW7eiXbt2OHr0qFK2qx07dqBOnTrYuXOnwkXgnDlzdI7t2LFjSE5Oxs6dO/Hiiy/Kt5fsCSvpwYMHyMrKUuhlun79OgConQRfp04dAEUXPvr0hvj6+uLIkSPIzMxUuCN97do1hXIpKSk4cuQI5s2bh9mzZ8u3P7+uD6B6uBIA/Pbbb8jLy8PevXsVhjipykD4PEOcXx1N5YsbFaVZu3YtRo4cKf9dJpNh+PDhOHLkCLZt24YOHTooHZOcnIzCwkKVGRMLCgogk8mU9k2bNg1r167FkiVL8MYbb6iMJTAwEP/88w9kMpnCxfHJkyfh5OQkvzgvTmASFRWl0Dh68OAB7t+/j3feeUfjYw4MDMTPP/+MK1euoHHjxgrnKVm/JnXr1sUHH3yADz74ADdu3EBgYCAWL16MjRs3qj0mICAA4eHhanskn39NCIKAmzdvypMnXLhwAdevX8f69esxfPhwebnns7wVv7cuXrxY6uMAgIULF8LGxgbjx4+Hq6urQoKEunXrIjMzs9T3qD69NMZ6rT2vuMft+V6ywsJC3Lt3D6+88orOsRORfjiHiYi0lpOTg507d6J3794YMGCA0r+JEyciIyNDnl7bysoKAwYMwG+//YZffvkFhYWFSsPxrK2tASgO+Tl58mSpKZJVUVVXfn4+li1bprJ8YWEhVqxYoVB2xYoV8PT0RKtWrVQeU61aNXTs2BErVqxQ2avw+PFjjTG+/PLLKCwsVEjtLZVK8cMPP5T6WACoXPC1uMH3fGpyVXWkpaUpLbyqiiHOr46zs7PaIX36zmF67733sHXrVixbtkwhvXdJ1apVg7u7O3bt2oX8/Hz59szMTPz2228ICAhQ6LVauHAhFi1ahI8++giTJk1S+3gGDBiAR48eYefOnfJtSUlJ2L59O/r06SOfd9SkSRMEBARg5cqVChfLy5cvh0QiwYABA+Tb0tLScPXqVYXn6dVXX4Wtra3C61kQBPz000+oWbMm2rZtqzbG7OxspXTVdevWhaurq8phfiWFhYVBEAS18/o2bNiglGY9ISEBPXv2BKD6tSQIAr777juFejw9PfHiiy9izZo1uHv3rsI+VUMCJRIJVq5ciQEDBmDEiBEKaf0HDRqEiIgIHDx4UOm41NRUFBYWAoA826Euiz4b+rWm6jMjIyMDS5YsgYeHh9Jn0eXLl5Gbm6vx701EhsUeJiLS2t69e5GRkaH2zmZoaCg8PT0RHh4ubxgNHjwYP/zwA+bMmYNmzZoppUTu3bs3du7ciX79+qFXr16IjY3FTz/9hMaNGyMzM1On+Nq2bYvKlStjxIgReP/99yGRSPDLL7+onX/h7e2NBQsW4M6dO2jQoAG2bt2K6OhorFy5Era2tmrP8+OPP6Jdu3Zo1qwZxowZgzp16uDRo0eIiIjA/fv3ERMTo/bYPn364IUXXsCMGTNw584dNG7cGDt37lRqQFSqVAkvvvgivv76axQUFKBmzZr4888/VfaWFV9Qffzxx3j99ddha2uLPn36oFu3brCzs0OfPn0wduxYZGZmYtWqVahWrZrKxp6hz//8/LCS5bdu3YopU6agdevWcHFxQZ8+fQDoN4dpyZIlWLZsGcLCwuDk5KTUW9KvXz84OzvD2toaU6dOxSeffILQ0FAMHz4cUqkUq1evxv379xWO27VrFz788EPUr18fjRo1Uqqza9euqF69OoCiBlNoaChGjRqFy5cvw8PDA8uWLYNUKsW8efMUjlu4cCFeeeUVdOvWDa+//jouXryIpUuXYvTo0QrvjV27dmHUqFEKPWm1atXC5MmTsXDhQhQUFKB169bYvXs3/vnnH4SHh8sbJqpcv34dL730EgYNGoTGjRvDxsYGu3btwqNHj+Qp/tVp164dqlatisOHD6scklilShW0a9cOo0aNwqNHj7BkyRLUq1cPY8aMAVDUQ1W3bl1MnToV8fHxqFSpEn799VeVw/y+//57tGvXDkFBQXjnnXfg7++PO3fuYN++fYiOjlYqb2VlhY0bN6Jv374YNGgQ9u/fj86dO2PatGnYu3cvevfujZEjR6JVq1bIysrChQsXsGPHDty5c0e+HlLjxo2xdetWNGjQAFWqVEHTpk3VzqMyxmvtxx9/xO7du9GnTx/Url0bCQkJ8kbjL7/8ojRs79ChQ3ByckLXrl01/t2IyIBMnpePiCxWnz59BAcHByErK0ttmZEjRwq2trZCUlKSIAhF6YB9fHwEAMLnn3+uVF4mkwlffvml4OvrK9jb2wstW7YUfv/9d2HEiBFKqaehRVrx//77TwgNDRUcHR0Fb29v4cMPP5SnOP/rr7/k5Tp06CA0adJEiIqKEsLCwgQHBwfB19dXWLp0qcI5VaUVFwRBuHXrljB8+HDBy8tLsLW1FWrWrCn07t1b2LFjh+YnURCE5ORkYdiwYUKlSpUENzc3YdiwYcK5c+eUznP//n2hX79+gru7u+Dm5iYMHDhQePDggco0yJ999plQs2ZNwcrKSuE52bt3r9C8eXPBwcFB8PPzExYsWCCsWbNGqzTghji/KpmZmcKQIUMEd3d3AYDaFOPaGjFihMYU5M/HEh4eLrRp00Zwd3cXHB0dhZCQEKW/W3HqanX/Sr6WBEEQnjx5Irz99ttC1apVBScnJ6FDhw7C6dOnVca7a9cuITAwULC3txdq1aolfPLJJ/I09sWKX9vPv+6kUqn8/WJnZyc0adJE2LhxY6nPUVJSkjBhwgQhICBAcHZ2Ftzc3ISQkBBh27ZtpR4rCILw/vvvC/Xq1VPYVpxWfPPmzcLMmTOFatWqCY6OjkKvXr2U0oJfvnxZ6NKli+Di4iJ4eHgIY8aMEWJiYlQ+xosXL8pfdw4ODkLDhg0VUnaXTCteLDs7W+jQoYPg4uIiREZGCoIgCBkZGcLMmTOFevXqCXZ2doKHh4fQtm1bYdGiRQrP94kTJ4RWrVoJdnZ2paYYN8Zr7c8//xS6du0q/yxxd3cXunXrJhw5ckRlDCEhIcKbb76pNkYiMjyJIGhIfUNEREQV3u3btxEQEIADBw7gpZdeAlA0Z7BTp07Yvn27wnBCMp7o6GgEBQXh7NmzOi/qTUT64xwmIiIi0qhOnTp4++23ldagItP66quvMGDAADaWiEyMc5iIiIioVCUTlZA4VC3lQETGxx4mIiIiIiIiNTiHiYiIiIiISA32MBEREREREanBBhMREREREZEaFSrpg0wmw4MHD+Dq6gqJRCJ2OEREREREJBJBEJCRkQFvb29YWanvR6pQDaYHDx7Ax8dH7DCIiIiIiMhM3Lt3D7Vq1VK7v0I1mFxdXQEUPSmVKlUSORoiIiLzIZPJcO/ePQCAj4+PxrutRETlQXp6Onx8fORtBHUqVIOpeBhepUqV2GAiIiIqISsrC82bNwcAZGZmwtnZWeSIiIhMo7SpOrx9REREREREpAYbTERERERERGqwwURERERERKRGhZrDRERERGRsgiCgsLAQUqlU7FCIKjRra2vY2NiUeTkhNpiIiIiIDCQ/Px8JCQnIzs4WOxQiAuDk5IQaNWrAzs5O7zrYYCIiIiIyAJlMhtjYWFhbW8Pb2xt2dnZlvrNNRPoRBAH5+fl4/PgxYmNjUb9+fb2XS2CDiYiIiGBjY4Px48fLfybd5efnQyaTwcfHB05OTmKHQ1ThOTo6wtbWFnFxccjPz4eDg4Ne9fATkYiIiGBvb48ff/xR7DDKBS76S2Q+DPF+5DuaiIiIiIhIDfYwEREREQRBQFJSEgDAw8ODc2+IiJ5iDxMREREhOzsb1apVQ7Vq1ZjhjcxWx44dMXnyZPnvfn5+WLJkiU51jBw5En379jVoXFS+scFERERERLh37x7eeusteYY/X19fTJo0CcnJyWKHJqo7d+5AIpEgOjpa7FBIJGwwEREREVVwt2/fRnBwMG7cuIHNmzfj5s2b+Omnn3DkyBGEhYXhyZMnRj1/QUGBUesnKgs2mIgsUMT6j3H620EQZDKxQyEiIg0EQUB2fqHJ/wmCoFOcEyZMgJ2dHf7880906NABtWvXRs+ePXH48GHEx8fj448/BgB89NFHCAkJUTq+RYsW+PTTT+W///zzz2jUqBEcHBwQEBCAZcuWyfcV99hs3boVHTp0gIODA8LDw5GcnIw33ngDNWvWhJOTE5o1a4bNmzfr+cwXkUqlmDJlCtzd3VG1alV8+OGHSs/NH3/8gXbt2snL9O7dG7du3ZLv9/f3BwC0bNkSEokEHTt2BACcPn0aXbt2hYeHB9zc3NChQwecPXu2TPGSeWLSByILFBa7FABwKfIPNGn7ssjREBGROjkFUjSefdDk5738aXc42Wl3mffkyRMcPHgQX3zxBRwdHRX2eXl5YejQodi6dSuWLVuGoUOHYv78+bh16xbq1q0LALh06RLOnz+PX3/9FQAQHh6O2bNnY+nSpWjZsiXOnTuHMWPGwNnZGSNGjJDXPWPGDCxevBgtW7aEg4MDcnNz0apVK0yfPh2VKlXCvn37MGzYMNStWxdt2rTR63lYvHgx1q1bhzVr1qBRo0ZYvHgxdu3ahc6dO8vLZGVlYcqUKWjevDkyMzMxe/Zs9OvXD9HR0bCyssKpU6fQpk0bHD58GE2aNIGdnR0AICMjAyNGjMAPP/wAQRCwePFivPzyy7hx4wZcXV31ipfMExtMRBasMC9L7BCIiMjC3bhxA4IgoFGjRir3N2rUCCkpKXj8+DGaNGmCFi1aYNOmTZg1axaAogZSSEgI6tWrBwCYM2cOFi9ejNdeew1AUQ/N5cuXsWLFCoUG0+TJk+Vlik2dOlX+83vvvYeDBw9i27ZtejeYlixZgpkzZ8rP89NPP+HgQcUGbP/+/RV+X7NmDTw9PXH58mU0bdoUnp6eAICqVavCy8tLXq5kowsAVq5cCXd3d/z999/o3bu3XvGSeWKDiYiIiMhIHG2tcfnT7qKcV1faDuMbOnQo1qxZg1mzZkEQBGzevBlTpkwBUNRbc+vWLbz99tsYM2aM/JjCwkK4ubkp1BMcHKzwu1QqxZdffolt27YhPj4e+fn5yMvLg5OTk86PBQDS0tKQkJCgMITQxsYGwcHBCo/1xo0bmD17Nk6ePImkpCTIng53v3v3Lpo2baq2/kePHuGTTz7BsWPHkJiYCKlUiuzsbNy9e1eveMl8scFEREREsLGxkd/9t7Hh5YGhSCQSrYfGiaVevXqQSCS4cuUK+vXrp7T/ypUrqFy5sryn5Y033sD06dNx9uxZ5OTk4N69exg8eDAAIDMzEwCwatUqpblO1taKjThnZ2eF3xcuXIjvvvsOS5YsQbNmzeDs7IzJkycjPz/fYI9VlT59+sDX1xerVq2Ct7c3ZDIZmjZtWup5R4wYgeTkZHz33Xfw9fWFvb09wsLCjB4vmZ55v4OJiIjIJOzt7bFu3TqxwyARVK1aFV27dsWyZcvwv//9T2Ee08OHDxEeHo7hw4fLFzOuVasWOnTogPDwcOTk5KBr166oVq0aAKB69erw9vbG7du3MXToUJ3i+O+///Dqq6/izTffBADIZDJcv34djRs31utxubm5oUaNGjh58iRefPFFAEU9XWfOnEFQUBAAIDk5GdeuXcOqVavQvn17AMC///6rUE/xnCWpVKoU77Jly/Dyy0Vzie/duydf/JnKFzaYiIiIiCq4pUuXom3btujevTs+//xz+Pv749KlS5g2bRpq1qyJL774QqH80KFDMWfOHOTn5+Pbb79V2Ddv3jy8//77cHNzQ48ePZCXl4eoqCikpKTIh+6pUr9+fezYsQMnTpxA5cqV8c033+DRo0d6N5gAYNKkSfjqq69Qv359BAQE4JtvvkFqaqp8f+XKlVG1alWsXLkSNWrUwN27dzFjxgyFOqpVqwZHR0f88ccfqFWrFhwcHODm5ob69evjl19+QXBwMNLT0zFt2jSlpBlUPjCtOBEREUEQBGRlZSErK0vnlNRk+erXr4+oqCjUqVMHgwYNQt26dfHOO++gU6dOiIiIQJUqVRTKDxgwAMnJycjOzkbfvn0V9o0ePRo///wz1q5di2bNmqFDhw5Yt26dPD23Op988gmCgoLQvXt3dOzYEV5eXkp16+qDDz7AsGHDMGLECISFhcHV1VVh2KGVlRW2bNmCM2fOoGnTpvjf//6HhQsXKtRhY2OD77//HitWrIC3tzdeffVVAMDq1auRkpKCoKAgDBs2DO+//768p43KF4lQgT4V09PT4ebmhrS0NFSqVEnscIj0N7do4mxMh5/RotNAkYMhovIgKysLLi4uAIrmoTw/v4RKl5ubi9jYWPj7+8PBwUHscIgImt+X2rYN2MNERERERESkBhtMREREREREarDBREREREREpAYbTERERERERGqwwURERERERKQGG0xERERERERqcOFaIiIigrW1NQYMGCD/mYiIirDBRERERHBwcMD27dvFDoOIyjGZIMBKIhE7DJ1xSB6RBZPA8j50iAgQZDKxQyAiMqnHGXm4GJ+GjNwCsUPRmcU2mL766itIJBJMnjxZ7FCIiIi0FrlxDh59Wh8JcdfEDoXIpO7cuQOJRILo6GgAwLFjxyCRSJCamqp1HR07diz12s/Pzw9LlizRO05Vno+ddJeQlgMAuPckR+RIdGeRDabTp09jxYoVaN68udihEBER6ST05hJ4IQkPdswQOxQFWVlZkEgkkEgkyMrKEjscEklERASsra3Rq1cvg9ft4+ODhIQENG3a1OB1m6ORI0eib9++YodBBmBxDabMzEwMHToUq1atQuXKlcUOh4iISD8Ch+WR+Vm9ejXee+89HD9+HA8ePDBo3dbW1vDy8oKNDafQk2WxuAbThAkT0KtXL3Tp0qXUsnl5eUhPT1f4R0RERGQyggDkZ5n+nyDoHGpmZia2bt2KcePGoVevXli3bp1835AhQzB48GCF8gUFBfDw8MCGDRsAAH/88QfatWsHd3d3VK1aFb1798atW7fk5Usb1pacnIw33ngDNWvWhJOTE5o1a4bNmzcrlSssLMTEiRPh5uYGDw8PzJo1C4KGx5uamorRo0fD09MTlSpVQufOnRETE6PxuTh16hRatmwJBwcHBAcH49y5cwr7pVIp3n77bfj7+8PR0RENGzbEd999J98/d+5crF+/Hnv27JH33B47dgwAMH36dDRo0ABOTk6oU6cOZs2ahYICy5vXU5FYVBN/y5YtOHv2LE6fPq1V+fnz52PevHlGjoqIiIhIjYJs4Etv05/3oweAnbNOh2zbtg0BAQFo2LAh3nzzTUyePBkzZ86ERCLB0KFDMXDgQGRmZsLFxQUAcPDgQWRnZ6Nfv34AioZ1TpkyBc2bN0dmZiZmz56Nfv36ITo6GlZWpd+jz83NRatWrTB9+nRUqlQJ+/btw7Bhw1C3bl20adNGXm79+vV4++23cerUKURFReGdd95B7dq1MWbMGJX1Dhw4EI6Ojjhw4ADc3NywYsUKvPTSS7h+/TqqVKmiVD4zMxO9e/dG165dsXHjRsTGxmLSpEkKZWQyGWrVqoXt27ejatWqOHHiBN555x3UqFEDgwYNwtSpU3HlyhWkp6dj7dq1ACA/l6urK9atWwdvb29cuHABY8aMgaurKz788EMt/kokBotpMN27dw+TJk3CoUOH4ODgoNUxM2fOxJQpU+S/p6enw8fHx1ghEhEREVms1atX48033wQA9OjRA2lpafj777/RsWNHdO/eHc7Ozti1axeGDRsGANi0aRNeeeUVuLq6AgD69++vUN+aNWvg6emJy5cvazVvqWbNmpg6dar89/feew8HDx7Etm3bFBpMPj4++PbbbyGRSNCwYUNcuHAB3377rcoG07///otTp04hMTER9vb2AIBFixZh9+7d2LFjB9555x2lYzZt2gSZTIbVq1fDwcEBTZo0wf379zFu3Dh5GVtbW4Wb8v7+/oiIiMC2bdswaNAguLi4wNHREXl5efDy8lKo/5NPPpH/7Ofnh6lTp2LLli1sMJkxi2kwnTlzBomJiQgKCpJvk0qlOH78OJYuXYq8vDylhfbs7e3lbw4iMq6crAzE7FqEmiGvwad+C7HDISIyD7ZORb09YpxXB9euXcOpU6ewa9cuAICNjQ0GDx6M1atXo2PHjrCxscGgQYMQHh6OYcOGISsrC3v27MGWLVvkddy4cQOzZ8/GyZMnkZSUBNnT9Pl3797VqsEklUrx5ZdfYtu2bYiPj0d+fj7y8vLg5KT4WEJDQyEpsZZPWFgYFi9eDKlUqnQtGBMTg8zMTFStWlVhe05OjsJwwZKuXLmC5s2bK9ygDwsLUyr3448/Ys2aNbh79y5ycnKQn5+PwMDAUh/n1q1b8f333+PWrVvIzMxEYWEhKlWqVOpxJB6LaTC99NJLuHDhgsK2UaNGISAgANOnT+eq5EQii/llOkIfhgM3lwBz08QOh4jIPEgkOg+NE8Pq1atRWFgIb+9nwwcFQYC9vT2WLl0KNzc3DB06FB06dEBiYiIOHToER0dH9OjRQ16+T58+8PX1xapVq+Dt7Q2ZTIamTZsiPz9fqxgWLlyI7777DkuWLEGzZs3g7OyMyZMna328KpmZmahRo4Z8/lBJ7u7uete7ZcsWTJ06FYsXL0ZYWBhcXV2xcOFCnDx5UuNxERERGDp0KObNm4fu3bvDzc0NW7ZsweLFi/WOhYzPYhpMrq6uSncnnJ2dUbVq1QqTnpLInFVOOiN2CERUBtbW1nj55ZflP1PFUVhYiA0bNmDx4sXo1q2bwr6+ffti8+bNePfdd9G2bVv4+Phg69atOHDgAAYOHAhbW1sARQkbrl27hlWrVqF9+/YAiobD6eK///7Dq6++Kh8WKJPJcP36dTRu3Fih3PONksjISNSvX1/l6zYoKAgPHz6EjY0N/Pz8tIqjUaNG+OWXX5CbmyvvZYqMjFSKtW3bthg/frx82/M9VnZ2dpBKpQrbTpw4AV9fX3z88cfybXFxcVrFReKxuCx5REREZHgODg7Yt28f9u3bp/VcYSoffv/9d6SkpODtt99G06ZNFf71798fq1evlpcdMmQIfvrpJxw6dAhDhw6Vb69cuTKqVq2KlStX4ubNmzh69KjCPHJt1K9fH4cOHcKJEydw5coVjB07Fo8ePVIqd/fuXUyZMgXXrl3D5s2b8cMPPyglZSjWpUsXhIWFoW/fvvjzzz9x584dnDhxAh9//DGioqJUHjNkyBBIJBKMGTMGly9fxv79+7Fo0SKlWKOionDw4EFcv34ds2bNUkpK5ufnh/Pnz+PatWtISkpCQUEB6tevj7t372LLli24desWvv/+e/kwSDJfFt1gOnbsmMFXciYiIiKqSFavXo0uXbrAzc1NaV///v0RFRWF8+fPAwCGDh2Ky5cvo2bNmnjhhRfk5aysrLBlyxacOXMGTZs2xf/+9z8sXLhQpzg++eQTBAUFoXv37ujYsSO8vLxULvw6fPhw5OTkoE2bNpgwYQImTZqkMnkDAEgkEuzfvx8vvvgiRo0ahQYNGuD1119HXFwcqlevrvIYFxcX/Pbbb7hw4QJatmyJjz/+GAsWLFAoM3bsWLz22msYPHgwQkJCkJycrNDbBABjxoxBw4YNERwcDE9PT/z333945ZVX8L///Q8TJ05EYGAgTpw4gVmzZun0PJHpSQRNievLmfT0dLi5uSEtLY2T68iyzS36UjvfYTWadxogcjBFrn0egoaFV4t+4RwmlQoL8mFjayd2GCS2p+/fMy4d0WrqHpGDIUPKzc1FbGws/P392UtH9Jzz91MBADZWEjT2Vm6cG4um96W2bQOL7mEiy5STlYGHd2+IHQaRSZ3a9T1svvBE9JEtpRemCkEC87pfmZWVBWdnZzg7OyMrK0vscIgIQIFUhjtJWUjP4cK2YmKDiUwue2ETeK0Jxt3r0WKHUi48vHsD925eKL0giapNTNGQi8B/xoocCZF62dnZyM7OFjsMInoqITUX6bkFuJPMmxhiYoOJTK4qioZrPTi9V+RIygGJBF5rguGzsR3SU5PFjoYqgPTUZDx+cEfsMIiIKoSCp2tZkbjYYCIqJ54kxIodAlUAlZbUgefKFniSGC92KERERCbBBhMR6e3cnxtx70aM2GGQCOKvnhI7BCIiIpNgg4mI9HLh751oeWICfMJfFDsUIiIishDmle5GO2wwEZFeMm+fLL0QERGVSwX5ucjJrLhLSGRnpCIrRXlRXSqf2GAiIiKNkh/dh7SwUOwwyMisrKzQoUMHdOjQAVZWRZcHN6L/sagkH+mpyYjc/CWSHt4VO5RyzzbpChzTb1fYRpNTRiyccx4gLydT7FDIBGzEDoAqLvv4CLFDIDI6mVSKrMw0uIodiJ6un/0bDfa+gov2gWg682+xwyEjcnR0xLFjx+S/x14+jfq7exf9YiGLUd9cNQKhWf8g7sYmeMy+KHY4FYI0NwNwMd0ipOZGWpAPOIodBRkbe5hINC2zT4gdApHRXVnQEa7f+osdht5Sj/8EAGiaFy1uIFo4f+xXXPpvn9hhlBuJl46LHYLOmmYWfa/4yu6JHAkZkiAIyMlMg1SquqdbEAS88847qFKlCiQSCaJOn0beg0vITH5Q5nOvW7cO7u7uZa6HVDt27BgkEglSU1PFDkUjNpjKmVM7vkH0gu7IycoQOxQqRwSZDHFXzqAgP099GUhMGJHlaJJ/XuwQKoTUpIdofuwtNDk0hMMHqUKQSaUGre/x48cYN24cateuDXt7e3h5eaF79+7477//5GUkEgl2795tkPPduXMHEokE0dHRpZbNSnkIx/TbKHh0XeX+P/74A+vWrcPvv/+OhIQE1KtZGfbIh0veszlG5aHhY8jn31y0bdsWCQkJcHMz715KNpjKmTYX5yEwJxIxuxaJHQqVI1G7f4Dv1s648k0vsUMhUikj9bH8Z5nMsBeSxmNeuaKysrLg6ekJT09PZGVliR0OaZCV8ghWj84j88lDg9XZv39/nDt3DuvXr8f169exd+9edOzYEcnJhl8UPT8/X6fyNrkpAAAHqL5pd+vWLdSoUQNt27aFl5cXbKytyxyjpdL1uRWbnZ0dvLy8IJGY901XNpjKKSE3XewQzMqZ/WvxYF4D3Iz516D1PkmMx8ltC5GeavgvFHNS9eIaAEDz3NMiR0Lmg18f5VFSUhKSkpLEDqNcysrKUvsvNzdXZdnHD+PxOOGeQtmcnBw45xQNNXPJTVBZn65SU1Pxzz//YMGCBejUqRN8fX3Rpk0bzJw5E6+88goAwM/PDwDQr18/SCQS+IUU3UC7HXsHr776KqpXrw4XFxe0bt0ahw8fVqjfz88Pn332GYYPH45KlSrhnXfegb9/0VDlli1bQiKRoGPHjmrj+yfiNNr0GgZ7/xDUqFEDM2bMQOHTnuSRI0fivffew927d4viehpnSceOHcOoUaOQlpYGiUQCiUSCuXPnAgDy8vIwdepU1KxZE87OzggJCVGYy6fKnj17ENR9CBzqhKJJ8yDMmzdPHg9Q1BO0YsUK9O7dG05OTmjUqBEiIiJw8+ZNdOzYEc7Ozmjbti1u3bqlXG9QEBwcHFCnTh2FenuGNVd8/p8+zrlz5yIwMBA///wz/P394eDggA0bNqBq1arIy1NsYPbt2xfDhg1T+Zjy8/MxceJE1KhRAw4ODvD19cX8+fPl+1NTUzF69Gh4enqiUqVK6Ny5M2Jinq3DGBMTg06dOsHV1RWVKlVCq1atEBUVBQCIi4tDnz590K6pH0Ia1MSrnUKxf/9++d/m+SF5v/76K5o0aQJ7e3v4+flh8eLFCrH6+fnhyy+/xFtvvQVXV1fUrl0bK1eu1Pg3Kyt+41GF0OrUZHgLj+C8a6RB601e+SpCLn+OW6uGG7RefSQdmF96oXIqKyMVhQWWdVeNLFfMX9sR+2lzg9+AsVTXzx5D3LVotfujj2zB2UV9kJasnII5PTUZMUe3aBzuW164uLio/de/f3+FstWqVYOLiwuq1aiFat61Fcr27NlToayfn59SffrGtnv3bqWL7GKnTxfdMFu7di0SEhJwev9GAEBWVjZefvllHDlyBOfOnUOPHj3Qp08f3L2rmKlw0aJFaNGiBc6dO4dZs2bh1Kmixa8PHz6MhIQE7Ny5U+V54+Pj0XfYOLRu0Rgxh7Zg+fLlWL16NT7//HMAwHfffYdPP/0UtWrVKorrtPKNvbZt22LJkiWoVKkSEhISkJCQgKlTpwIAJk6ciIiICGzZsgXnz5/HwIED0aNHD9y4cUNlPP/88w+GDx+OSW+/gct/7cD3SxZj3bp1+OKLLxTKFTcQo6OjERAQgCFDhmDs2LGYOXMmoqKiIAgCJk6cqFzvpEm4fPkyVqxYgXXr1mHZtwsBAOG/H1V8/ks8zps3b+LXX3/Fzp07ER0djYEDB0IqlWLv3r3yMomJidi3bx/eeustlY/r+++/x969e7Ft2zZcu3YN4eHhCo3PgQMHIjExEQcOHMCZM2cQFBSEl156CU+ePAEADB06FLVq1cLp06dx5swZzJgxA7a2tgCACRMmIC8vD2u378Ovh/7D/z6aq/Z1eubMGQwaNAivv/46Lly4gLlz52LWrFlYt26dQrnFixcjODgY586dw/jx4zFu3Dhcu3ZNZZ2GwAYTVSi2KDBoffULiz5QW2aJf+EUnH4YsZe16wESZDIjR2M6aU8ew3mxL+LnB4kdSrkkMbNhYwCQGB+LiDXTkPQgTpTzt/h7NPxlcXDb9aYo5zcnSQ/i0GDvq/Dd3EFtmcB/xiIo8ziubpqmtC9haU+0OD4WUes/NGaYVAobGxusW7cO69evh7u7O1544QV89NFHOH/+2RxMT09PAIC7uzu8vLzgWbUyAKBZ08YYO3YsmjZtivr16+Ozzz5D3bp1FS7WAaBz58744IMPULduXdStW1deX9WqVeHl5YUqVaqojG3ZsmWo5e2FpV/MQEA9f/Tt2xfz5s3D4sWLIZPJ4ObmBldXV1hbWxfF9bTekuzs7ODm5gaJRAIvLy94eXnBxcUFd+/exdq1a7F9+3a0b98edevWxdSpU9GuXTusXbtWZTzz5s3DjBkzMGJQH9TxrYWXOnfCZ599hhUrViiUGzVqFAYNGoQGDRrgvXdH486dOxjQrw+6d++ORo0aYdKkSQo9WfJ6R4xAnTp10LVrV3z22WfYsqFohEeVqh6Kz3+Jx5mfn48NGzagZcuWaN68ORwdHTFkyBCFx7Bx40bUrl1bbU/e3bt3Ub9+fbRr1w6+vr5o164d3njjDQDAv//+i1OnTmH79u0IDg5G/fr1sWjRIri7u2PHjh3y47t06YKAgADUr18fAwcORIsWLeT7XnjhBdRv1AS1fP3QsWsPvPii6kXvv/nmG7z00kuYNWsWGjRogJEjR2LixIlYuHChQrmXX34Z48ePR7169TB9+nR4eHjgr7/+UlmnITCtOJElExQvZnPSSx8aGLlxLurdXIucN3+HT71mxorMZG6f3o+WYFasiiRrdV+Eye7gxpq/4PFJlGhxOAvZop3bXCTduwYPLcva5TxW2tawsOiOcJ343wB8Z7jAzFBmpvr1eqyfm3OTmJgImVQKq8Si1Oj5VRrAzr4od7WVlRWQclVe9s6dOwaJr3///ujVqxf++ecfREZG4sCBA/j666/x888/Y+TIkWqPy8zMwtyvpmLfvn1ISEhAYWEhcnJylHqYgoOD9YrrypUrCGnVQmGOywsvvIDMzEzcv38ftWvX1qteALhw4QKkUikaNGigsD0vLw9Vq1ZVeUxMTAz+++8/fPH5Z0UbJFaQSqXIzc1FdnY2nJycAADNmzeXH+PvVvRdHVzn2bulevXqyM3NRXp6OipVqvSs3hI9VcX15uRkw9HRSe3j8PX1VWoojhkzBq1bt0Z8fDxq1qyJdevWYeTIkWrnCo0cORJdu3ZFw4YN0aNHD/Tu3RvdunWTP+bMzEyl5yQnJ0c+rHDKlCkYPXo0fvnlF3Tp0gUDBw5E3bp1AQDvv/8+xo0bh92/70dIu47o1usVNPF+QWUcV65cwauvvqqw7YUXXsCSJUsglUrl75WSz29xQzgxMVHtc1RWbDCJKC35EZ48ugv/xq3FDoUqkNCb3wIAYn79AD7T/9S/IsH8eh6oYvCX3QHwrIdXLE6SPFz+4gW4DPwRtRsEKu2/HPkH0s/sQPMRi+Gkwzo1V08dgoNrZfg10u8CU1eFBfmwtublgLE5OzvrVFYmlcLKqaiRZOvsLG8wAQBS9Ku3NA4ODujatSu6du2KWbNmYfTo0ZgzZ47GBtPHcz/HsX9OYNGiRahXrx4cHR0xYMAApeQDhozTUDIzM2FtbY0zZ84oNVrVDRnLzMzEvHnz8NoLDQEAOU414ejqDqDo+StWPBwNgLyRYmtjo7RN9nTEh7ze115TOF9cchbs7R2giarntmXLlmjRogU2bNiAbt264dKlS9i3T/2yC0FBQYiNjcWBAwdw+PBhDBo0CF26dMGOHTuQmZmJGjVqqJzbVZx5cO7cuRgyZAj27duHAwcOYM6cOdiyZQv69euH0aNHo3v37lixcTsijv+F1T9+i28WL8Z7772n8XFpUvL5BYqeT5kRR8/wE1JEzt8HwE0iw81++1GvheqWNhmWOQ4vKpMyZZUpZ8+FCoJMhjO/r4BnwzD4NgwUOxzLxIaxRo0LLiJ2ywhgdozyvj8GAwAiNjki7J0ftKovMT4WAfsHFP1igsViszPTkLuoKe47NEDd9/aWfgBVKI0bN1ZIY21rawvpc+nMI0+dxsiRI9GvXz8ARRf+2vR62dnZAYBSfc9r1KgRdmzdDEEQ5I2M//77D66urqhVq5bWj8XOzk7pXC1btoRUKkViYiLat2+vVT1BQUG4du0a6r3ZFQCQ7eILp0qqhxPqQl5vvXoK2yVumcjKK0r8oOr512T06NFYsmQJ4uPj0aVLF/j4+GgsX6lSJQwePBiDBw/GgAED0KNHDzx58gRBQUF4+PAhbGxsVCbVKNagQQM0aNAA//vf//DGG29g7dq18teFj48PBg17C4OGvYXvF3yKVatWqWwwNWrUSCGVPVD0927QoIFSo9aUOIdJRDaSopZw0vmDeh3/4M41nD2wtlzNRylPniTG4/xXnXFmv+px0Kqc/2sHzv250YhRVSxnD6xB8NkZ8vkV5//agZNL30JervZDqbimD5XGVZaqcb99uvZzrZLuGW/SsirXTvyGKkhH89woWFlZITg4GMHBwUXDviqg5Ef3kZ+XW3rBciY5ORmdO3fGxo0bcf78ecTGxmL79u34+uuvFYZH+fn54ciRI3j48CFSUouy8dat4y9PNhATE4MhQ4ZovNMvk0qRlZKIypXd4ejoiD/++AOPHj1CWprqGwTjx4/H/QcP8d4nC3D1Ziz27NmDOXPmYMqUKTq9Tv38/JCZmYkjR44gKSkJ2dnZaNCgAYYOHYrhw4dj586diI2NxalTpzB//ny1vTGzZ8/Ghg0bMO+bFbh07RauXruGLVu24JNPPtE6Fo31zpuHS5cu4cqVK9iyZQu+mf+pwmOQP/8pKRpqKzJkyBDcv38fq1atUpvsodg333yDzZs34+rVq7h+/Tq2b98OLy8vuLu7o0uXLggLC0Pfvn3x559/4s6dOzhx4gQ+/vhjREVFIScnBxMnTsSxY8cQFxeH//77D6dPn0ajRo0AAJMnT8bBgwdx/24crlyIwen//pHve94HH3yAI0eO4LPPPsP169exfv16LF26VJ6kQywV8xOxnPBe1wZBJyfjzO/GTaVI+rm5aSqa555Bq1OTtSpfkJ+H5n+/jZYnJiA1Sc+1NdgboKDgruL8luZ/v42QpF9xbsfXWh0ff/sS8j7zRsRK/YcNlFdmvmQG6cHR0RGnT5/G6dOn4ejoWPoBZkn/F2b87UuourwJHn3V0oDxWAYXFxeEhITg22+/xYsvvoimTZti1qxZGDNmDJYuXSovt3jxYhw6dAg+Pj5o2b0oIcD8T+egcuXKaNu2Lfr0KUpqEBSkPglPdvJdOOfEwzrlNr7//nusWLEC3t7eSvNWitWsWRO7f1mOU9GX0KLr63j33Xfx9ttv69xAadu2Ld59910MHjwYnp6e+Prrou+BtWvXYvjw4fjggw/QsGFD9O3bF6dPn1Y7N6p79+74/fff8effkWj98jB0eqk7vv32W/j6+uoUj9p6//wTrVu3RmhoKL799lt413rWK6Tw/Lcs/XXq5uaG/v37w8XFBX379tVY1tXVFV9//TWCg4PRunVr3LlzB/v374eVlRUkEgn279+PF198EaNGjUKDBg3w+uuvIy4uDtWrV4e1tTWSk5MxfPhwNGjQAIMGDULPnj0xb948AEW9iBMmTEC/ziEYN2wAfOvUxbJly1TGERQUhG3btmHLli1o2rQpZs+ejU8//VTjsFBT4JA8M3Ry+2Lg0UW0Gb8aEi3unsju/AvgXeMHZkYEmQwxi15GobUTgj9QnYpUFVMOybPNT9WpfGFBPopH5Galp8Ddw8vgMYlNWliIM3uWokbzTvCp30K8QNLua1UsYfcc1JTkIezBBgDaDakqfyyvES6U4cZBbk4WLhz4GX6hr8LT209hn0wqxZnffoK5zTqVFhbi8YNYeNWuD6DoO0RiY4c2/djQ18W9E9tRE4CP8EDsUEzO3t4e8+fPV1h3R5U+ffqgT58+Rb88OAcA8K3tg6NHjyqUmzBhgsLvJYfo2RdmAADsUIDRo0dj9OjRpcbXPqw1Tu37pegXb+WGwuTJkzF58uRS61m+fDmWL1+usM3W1hbz5s2TX9w/b+TIkUoX6927d0f3ZtUAAPmwgZ23YgKl5z+D/Hy8IcSfVdjWsWNHpXLdu3dH9+7dFbbdevxsSJ7C8//U3Llz5WtKqRIfH4+hQ4fC3t5ebRmgKEnEmDFj1O53dXXF999/j++//17l/s2bN6s99ocfir4/z99PBQBYW0lQtWrRvE5Vz0P//v2VUu2XpGrIZ3R0tNryhsAeJjMUculThCTtxIXju8QOxWwlxF1HYHYEgjOO6DS8ShfRhzfj1vkTRqm7fND9ojRq1xK0uTAHPuGq04kS6UtShp6FkqLXT0Pr87MhWamcJvvsvpVoHf2RQc5jSBcW94LXmmCc+3MjniTGI+TSp2gT8wlyc3RfwJQMoyA/r+zDedmLaxGsYJ7TIlJSUrBr1y4cO3ZMqQFLumODyYwVZJU+PtXQ4q6cwdlFr+DOFfFS9WpDJi25orbhX8a3L55E4L/vou7OnqUXJq1Z3T8pdgjlniCT4dzXL+PM4r6GqtFA9Zhebk4WHt7VLZOed+IxAIAHUpX2Se9qt86Z1gz01AbmRAIA7KJWIDcrQ7695OekNrKzs+Hn5wc/Pz9kZ2cbJMD01NKXOhBLYnwszi3shUv/qc8cpg+ptBC2qbdgnXjBYHUW5GaXqeeUdFdYWIDMx3eNdlPW2Fq2bImRI0diwYIFaNiwodjhWDwOySMFLlv7wRdpSN36KjA3XuxwRJMSZ7gvOkuT9CAON4+uQUCPcToNCwwovGK0mHJzsmBtbQNbO81DCizF/ZsXce+vVWj46oeoUq2mQet+nBCHltlFGYYy01PgUqmyQeu3JMlft0RN4RFuvXYAdZu3FTscsycIAuLi4uQ/G0LeklZalRMjg+nDX0ajZW4UcOhf4AXDZSSU5ufB0PejnbPuIlOaD5cqNQxaryaFBfmQyaSK6cwrkLykO3CRZUJITgZqmn5eW1pOAZIz81Ao1e+9Yaj1uagIe5gsxOndSxF9ZIvW5TUNT5FJpYhe0B2RP41X2lcVRV8a7lC/wJ4lM+cRDrdj/jHp+dzyVCeWSP/5FYTeXIJ7q97Quq7LkX8YKiwluTlZsP7KB6lfGu8O2e2LJxH7aQtEH1Y/BtuQXDd2Q1j8OtxbM6LUsrpm7JLJtE85K7YHsVdxI9p4r/uawiMAQOKp7UY7B2nmCdOPlNCWe36C2CEAKOqRykyKR34pPRl2ucbtrZNJpQoNZZvHl2CXfBUF+XlGPa+5spMVffZqk+BGJpOhsKAAQNHf0xA3HOKSs5CZV4i8Qsv5TC/P2GAyB6W8sR7EXkXr6I8R+M9Yg5zucuR+BOZEIvRhuEHqo7KLv30FTf581kBRtxJ3aXT5kPaT3VW5vc7TRUGb5Z1VuV+VzPirpRfSU/yNGNhKpGovvAQDfIzZ/zoM/rI7CPzXNMlT3FA0t6ROzkXkZmeqXRrg5NavYDe/uk43SwxNYsRhQN7rQ1B/d28kxJk2lXZF4bSottEapHHXonHqu6HIfHTLKPVbNkGnhKU5yffhkp8IuyfivQ8K8vNg9eg8ch4qD2EtyOVcuNIUPrwEm8cXkZuVAetHF5D7UP3fMj8vx4SRqZdfKMPdJ9nIziv/S2cYogHLBpMFyEjWLmPP1VOHtConq6B3iwCgMtJ1ntOgDZlQtr6rmhtCDRSJOAQL6tVQxUkQ5wvMVZIDh69r4txi1el0Q64UZaxqcPx9pX0P7lzD/ZsXjRqfqSTePi92CHLGbCAaw5l9P2vcX393b6Oc133zy2iT8juCz84wSv2axN++hPh5DXBy20KTn7s0tra2EAQZsgu0P8amUPw5MnnpSQAAJ4GNI33YoajRIUkrGtLqqOE7xS7ZeDcYdXE/JRup2fm4+bh8jigqqWhOZtH7U1+cw2QmsjJScWH3N/B5YTB0ntHw9Atevjp8KaQFFW9RvpIStkyC14f7tS5/5eRBNArpXnpBM5eWkgR7ewc4GKrCEheWIZc+1VDQPOTmZBnusRtYUNZxncoXFuTDe10bAED21LtwcnEzRlgAAEFdb6chF2KysEaKMenSu5yemoxWpz8wYjTqFfeSiiFp2yS0EB6h5uXPAUwzXMUGeE1bW1tDlp2CRKkdAHc45eSU+jfNK5RBnmAj99n3s0wmhVXhs/dGPmSQFe8vsb3kMfrKKyiETeFzMTz9PS8/H1aqzlG8X1IIGx1iKCgUIFXxeDXGp+Y5Ulu+QAobmW7neF6pcT59/IUQYPO0XD5kEFQdU/jcZ5wWMQmF+Urbcg3wty6Wk5MrH91gyHo1KX5MMiuJSc4pCAKys7ORmJgId3d3WFtb610XG0xm4uK69xGavAc5N5cbfaJNyxPGTy+Zk5WBB9+0x+OqbRA6XvPCuie3fY2aV9bAavhuePsHGD02G6lud/MaHRgEhBhuQrAupIWFsLaxKVpXxcoabfpPViyg5YVmZnoK3L6rixzBzrwncukh/5Z2jY3o3Utg2f14z+TmZMHl6c9pyQ+N2mCytB4XMXggFSe3LkDrAVNhpecX8oXje1DVR7d5ennZGaUXKoesBR26b0QgyX0C97v/ItG3J1BQesKEgtRE2OLpY8qKlW8XBBkkaY/lvxfCBjZZT++Qpz7bXvIYfeVlpsK+MF2xvqfnyHeQwc5BxZDop/vzbPJgn6r996o09TGsIVU8VykK0hJhKyg/R+rkpSfBXpat0zmeJ01NlMcpZNxSXhfz6eOXwUqeWrwQNrB52tukcN6Sfy8tY0pMUe6lsssxXAKOxLRcFD5tVErT7OBga6X3dAB1cvKLnj9Hu6LPxeLHZCUBbLJMl0zE3d0dXl5lW9uSDSYzUSOlKI23o0T5joIlunhwDVpLY1E3MRaA5gZTyOUvAADntv8P3h8e0Kr+h3tmo5aesdXKM68x95npKfKL35Jijm5Do7/fxemAqQi9tgAAkNVtJJxd3XU+x/1rZxAA8V9fhr74vnHuOEITtylsy83JgoOjs1JZITfdoOcWy4PYq4g7/BPC1BUo8RynJz8qc5a8uumRZTpeG/kZSUrbHt69gcL8PNSq11Tn+gTB9OuihFz5Eqd/d0XrV5WT6ZTmysmDaHZ0OAAgree2Ukobj0QiQePGjeU/G7x+I2bCuxp1BDj4CQIk4s/HkACocSMc1W7vRMG0O6WWv7tsCmrL7hX9MvHZkh75eTmw2z9Y/vtDeMJr4tPvyKUDn1UwsezLgETv/g4B939RrO/pOa4Gz4N/o17KBz3dH117BAJe0X6R5OSlo+UJprSN/c7yqfCTxml9TMzGFQhIPazTOZ6XuHQsquEJAOBcrWFo2XeSYoGnjz8NzvIe13iJF2oKD5XPW/LvpSGmn/+5jTNxKfh2UCBG71Sef3jkg466PxA1Zq6IwOPMZ1M0ujaujhk9Gxms/sy8Ary6tChj67732sPBzhqjdx4DADjb2WDve+0Mdi5NbG1ty9SzVIwNJjPW6vQHOGfrAKcq3mKHojNd1/8AACuZ+ruGMUe3ICf+MkKGzoXEygrBGUfk+3T9Yq8Mw184l+Uy4MmSF1Q2mFocHwNIIG8sAUBhafPPymFvgKbJmk9uKF7Mx146Cf/t3XCyal+EvLfe2KGJwmV9J4RBu7u53utDgLll6x2tDOP3YlSLWQaUaGhICwvhtSYYAJA55Y5Wjb74s/v1vomitVI+a6QP9JuLlXbtX72OU6kMDR0nJydcunTJcLGYUMDvr4kdghJraQ6sHUofCGyd9RAO0qcNphLlJZDBPvOe/HcbSSEciveX2A4tzlGq/Ew4ZD4Xw9PfJbKCZ+ctqbh8fqbq/WrYZj6Aw9OGiMzWVqteWeusR3AoVH6O1MpJUX48OiqKs6hnSJISq/wYn9afA1c4PP2ctLES4CC7r3zekn8vDTEtOlLU87TvShLiM5TnBuvyPJfmUbYMCSXOse7kA8ztZ7j06al5kD8GiY0dHBxs5b+72ksM+lhMgUkfzJwphs9ZghbHxyL01ne4HKFdD5ShyaRSnPr+TZzcvtjgddeWqVjvygh3dyuCJwe+BACEJO/WWE4CAYJMhvjbl1RmqLt1IRIXju8qUyyFBfl4EGv4yb2VtGwsWRJ7meJY9oKCZzcGUhNLXw/uzpUoeU+1PnJzsnDu4HqkpSj3dJkzsRYyTUt+JMp5LVVa8iONywMIOoyTzs3JQsT6jwwR1nMxiCNmsXGSkojHMN/dUpnh/yL3nmTj1zP3USg1fg98cmYecgosOxnU89jDZAYstU/g8YM7iN02E5U7jEP9li+qLXfv5gWk3LuG5p20S0qhSU7yvdILGUHMkc1o8+Q34MlvwEDjT7JW114SBAFx16LhW1pBI7p38wJ86jWDsV+5yY/uo4qn8XpXTy0bjZCkXxFZfwqenzlS99eiJB83revqXG/Sgzg8vB0D6X8/oEXOKQNESppcjTqC1BuR8NNUqJSGRcya9xHyeAeuRP2ksre3rHS5INbkcsQBWFnbIKBNV4PUp6+MpR1gvFlz5UCJz+XHD+7Ac2ULJMATNebeLHPV5zbMQFjChjLXYyqRP0+BVVV/tOmneshey+wTuHRiP7JOb0TD4d/DrbKHch3hnyK00PDZbXWj+/edTCrVe06jMby48C8IApCSnY/R7esY7TzJmXlo9flho9UvFjaYSG8P149Em7xzwJ79QMtnw34uHN+lkDXNZ2M7+AC46uKOgNZd1NZnzn0qBVnmsfjilZ1fIOyBuF+WkvCBwBzjpkU99+dGtDwxAacq90aVjrrPCZGTqO9ED0n6FQAQdP17ZEmcVJapJ1U/3y0tJUnll7vHyuZQ3mo6eVmWOFdL/8a3IYZiNU7cB0iARgWXcU9iyiHQ2j/ujLQnaHzwdQBAfotHsLM3/HCW7OxstG7dGgBw+vRpON5SnU20lmAeC75agtiTe+EJoAYeqy2j7dyuWkICamloLBUW5CPl8QN4evvpGGVZqf72vn72b4TeXw3cBx6H9FEbV/EahCc32qocSh16w/AjO7QhSCRavkWfPX5f2bObug8+b4xHzgFoNXWP4YPTQ/F9o4hbyUZtMJ27m1p6LEY7u/FwSJ6ZMPdMVHFXzuDSl+0VhsRVz4tTWbbZ0ZEqt6fdOm2M0MyCoe4gl0bvxpIBX1+muFhyj/waANAm5Xejn0sfkcvHwu27uog+tEnsUJRYbxui8HtifNkzaKnEYaMGo827M7NElq3ihS+1TW5xevePEGQyXD11CGlP1F+4C4KAy5cv4/LlyxAEAc1zz2hVv7ZM9TmpP83xPbx7A6d+/RZ5uaYZFivRcMNHlWsLO8NzZQtcPfmnkSLSTW6JDH+eK1uUumaYY5Y4I0jKSt286FrCQ7TKPGbSWBIzcvHHxYcmGXZX0bDBVC4Yv7FlvW0omuSfl9/hfJ5MWr7Gqhr7YvDejRgUVOAFhMUQEGe4xk3ooy0AgCoRnxuszuelPNavYVqrOEPTU/GX/jNEOEalzR12QSZDZPinuHBcxLu1JrixJSl50T7XDZE/laGH9anW0R/h1LK3EbB/AAq+Dy5zfaYUf/uSCedMKf99o/atwp1Pm+Hu9Wi4rm6HNhfm4uzGjzVXo8P3x5PEeNSV3tY1UJWa5F8AAGSc0NwwEUvVM0uMVndOVgYuHN9jvO9VM7+pXazHkn/w7sYz2BCh+oY26Y8NpnJK7WKTeqoie6Jx/5nflhvgLILGu5/mzEai/d2cswfWwif8RVxb3A0nl45SWUbbO4uSiKUKvwswzl0lQ7+edDy7yq2R4fNQ9doWrWvRlB3RGJkTyyItJQmVfzT+mmSW5OK/exB6Y7E8/bYpnFncD3evR+t1bGa6YYbxhj4MN0g9IUk7ARStGWUpHt69gZob2sLthwZGqV+bkR3Bp6fCT3YXOdvGwllSlLih6kPDZTXMWq5+mLq+qmdcRE6W/tktL33ZHmf/WKf9Ac99P5zcvghnFveDTGq69bJu/NAPzY4Ox5k1/9PpuNzsTESGz8O9mxeMFJlpPckqWjrk6NVEkSMpf9hgIoOwunWk1DJCiuY7Hs1zo+D2fT1cPW0GkwWVvkhL/2JNeqDdHR37c2sAAE3zouUXMfpqlndWu4IWPHxKVSawh3dvIPTGNxrnGOlwBoXfTm79ygB1lk38tbKvq2Iu4q5F49zXPXEjWnlNkWLFPUwxC7oCc92QcPuiUpmcxLINLTz/1w6cW9ir1N7wkr1drTKOwm6TfslqLvwqxuvIMu6Cayv+oupFqcUYwm4nU5/lrix8hAcGqadkts/asnjc/VbHhliJ4Z1N8s8jKHKShsLPkyBizTREbJgFAAi59BlaZRxF4L/v6hZDGTTPLRry3yzhV52OO/fLdITe+AY+G02zJlB5l1vOMuOVxAaTBVBaXVqbY4z4hRJ9aBMiN3+p83HWuZp7qYpl//2d2n2u59ci9tJJhW3GWGBRH0kPyp4ByZJo+xpLS36EyE2fI/nRfRjqgi4nM9Ug9QCA1XMxhVyZr/WxKlPCkwL7zQPQMvsE6u/WnD44Ie6aPKugw/ahBo+j+d9vo2XWvzi/uGgBTkEm0+ouvBceI3L5u7jw906dbjxI8p7VbVuYoTJ9vZyeC+2qupmg68ehWKnJ1cnNyVI7HLWwIB8P74qdLc24Ht7T/Xvk5PfDkPCZYq7PhoW6JuYpw+sg4yHC7q5E2O3vTTa/qzS2edpdb1RO0nTTseSbyfDvk7zcbMTfvmLwerVl6CunfecTEDDrD6yPuKNyv7l91uiKDSZSKzXpIZIe3lXaHvjfOIReWyBfAbtYfl4urn/e2qgxNSy8Cv/t3VTui799CZHL3zXeJHedmUdDTmxxq95A6PWFeLKqb5nrys5Mw4M718pcj232szkR2maoAooafxGrp5b5/PrKykhV2ibTcnJvVkYqbp0/ofHCPXLTZ4j6pj+khbovPK2OV4nsYFkZqSp7eKrhCfJzsuS/a8oopg1NX8yB2RHIzkxD9KLecFxYC/G3S1+oNfTRZjT7S/Xw2efOrHJr89wzOPut+S2sKoZrUUcRsXqq2nWJHBZ4o/KPASqHQl5Z1B1ea4LRJD/GyFGKx2t1K52PCXmyF96CeEOwJNJn84Y03hgohSGTjARlqu6dNCcPvg5DzQ2huBz5h9ihKDlxKwmDVkTgZqJ2QztP3EzChE1Fjc9/bqhez+7djc/+vpbYeGKDyRwIMp0u2pSPVz7WKkv1JFldJkS6L20Ij5+aISsjtdT47PJTELNvBRoUXte6fkOruaEtQh9tRrVVgaKcPzXqVyTElf1i3ihE/HAq/hKsb4B1NLIXNYf3ujZ4Elu2C6agLPXDwzS5teZthN1bpbDtcuQfuDevUZkXutXG5Z/HKG2z39BDq2OffBOGujt7IuaI+nlfodcXITj9MGIO/VJqfdK8HJ0bVs6LfXHtK+MPfbkW8dtzWxRf/06LaqNldlEyjHt//mj0eACgVcZfOLXkDTzRYiFesUgkEvj6+sLX19doPfcNf++HsHurcHab5lEKHuHKN8a0HoKshcKCfKXhcEJeptbHRx/ahHN/bjRYPObM1F8faSlJiNq7XOUNovLi/s2L8JfdAQBknDLMPMVLD9JKL6SlIatO4lTsE4z9RbtG7JCfT5Za5uAly17wmg0mC6DPHRtV6ZjzcrOR+WU9netKii89g0+zvHNofX52KaVM2+MSfXgzEuf649IJ1WuJZGfq9+Fy93q0yqxNoQ/DUWNtG73qVGKiYYZpKarvBD1PnyGeGWlPioYxGVDxhHXZ9YNalTfUhPli/lnKDbXGfwyGj/BAbTp9Q2qRqjxXsPg5KcjP03gBV3xxKD2/vdTzeJxeWHosx8fg/pctSi33vEYFl1VuN+QE8RbHxxqsLkNqk7ofsRs0Z70TdLl5puJ9WZaL28yUR9j7bj3sWfM1nJwU1yYrSxIBVaySNd9AcZLkwViXKBErJkD6ueJ6W3lzPBB2d6WGo549sbayPAT+Nw4tT0zAye3KawTlpxumt8cUw80T4q7h4j+6Z558EGu8tfjuL38NwWdn4OrKkTof6yzJ1epGzr0bMYj9tAUC1HweFSnxZirDG0tVwy/5rvI8TW3cT1Ec8vjzP7fxxb6ix9Dre+2SkejySJIy83UoXb6xwWQOpPllWtvGSpavVaMq9vx/emUDS467BEeJYd40F//da5B6tBH477uohifyRfFKuhZ1FE6LauPkDyO0qqtkg6H2pg4aszad+7onHj+4A5d8EYZI6PihfuVX7eai1Xl6J6zY3evRRQsSapDwQ3cthzGVwgK77stMj8ccFT4bLU9MUK5KWoC4q7rdmdd2bpav7D7SnjxGxMr3cOdK2RJVFKgZolXeuOcoD3MuKftf7TOOPr8OU5P8C3hw8W+94gKA+PDxaJ57Gi2OK/dkXlmm/DlqSvpmKyxJJpUi7cljhCVshL1EsYH+/O+a2ArPvg9DLn2q9P5qEzOrbIGaUI21bdD0yHA4JZxSWybg+EQ8uq+YYCdl87PXiKHX1yoectkq4y+9jr89P6TUMpnbxsl7eIwtLelh6YW01G7BX1h/4o7898/3XcGqf2Jx7aFhb2g8Lydfim/+vIaL8YbrxbI0bDCZgTp3NWd1SbmqeSxucPphSD6tbMiQFARFTDRYXQ0OjTRYXWWRe7iooRCSvNvgdbfMPgHPlS0MMgRNV9mPbkEmleJJYjxO/bqk1CENglTzEM2zi/rgxjnl15/TpldLjcWYwzPNfaFnMXjdO6Bye9DJyfDd0slo5839PgRhDzbAb+tLRjuHaen/2rLNfoQzi17VfU5C/rOhYNpeJN6/eRFx/25V2h4cNU23c5fgnK++x1mbYawR60tZn6gMHhxaWnqhUlxc2B1u3+s+yqI06Ynar3lz50oUMNcN9+Y1MnivXVnUzVHf4+EgKUDiL6MVtjkX6pM23zQjJ+pLS0+cYSfTJjmFePOQNZ356z+Ue/ey8w0371SV747cwPdHb6L3D4ZLqW9p2GAyA26C5l6f0JvfmigS47OTlJ5yMijzeLkbGx657iOdymesG6zXedpcmIuzSwYiZUVvtLkwR+WcF10EZR5H/T19lLZb0louhqLvEE5zJshkZV50ujqS9TpO14V5LWGScKuMv9Aq8xga/6Hd+7d4bmj9+N06n6vWxhcQekN5OFhZ5BbI0HpVJlqvykROTo7KMpGbPlN7fFjsUp2yfpXWYJAVqI5BX8Wpp/VRpnnGJVhvGwagaIis48JaBqnTFNzztesliVmrPh25n+wuTn03xFAhmZSh/v6motPQ3hLm/XYJVx8qX5NeTlB/nfrWutLfV/rGY07YYBJJydSbDjoMBbBs2r9hSg4ten4ogCUKvfMjIpe/i3s3tEtWoM0dMnWCM47IV45vkvp0eI6ZpF43NmN+qTktqm3UBW5zs7WfcG4o5xd2x50vglBYYPpx6jnLOpj8nGVl6KFHxax0XHD6+grjLN4rEwREPZAh6oEMcdeiVZYJvb5IYx01N4Sq3Vfy/dkmdb9Cg8FFyFIqX++c7stXiK20z3g3IVWregSZDCmPy7ZG05PEeESsmGCQ4YzaCnm8Q+P+Nin7YA/1IxuM3aA6+cMInPu6p8pRCoJMhktftsO5r3uWWo+hFqY2lePXtcs8uva/O+ixRPukSIVSmV6L5Fpi84kNJpHEHPjZ6Oe4P68hTu36wejnMaY7V6JQ/ecg05/YCA2M0EebUXOjSBeJFnB3Xizm0pR8uCjMJOdplXFUni2zRc4p1JHdwe0LJwxSt0wqReRP43FmX+mfb97C84lTxHuN2uBZL5sYd5JLew1GbpwL27XPssYFZRk/ZXLVra+UuY64K9qniXaS5CE9VbG3sjLMZ8iatnzCX1T4veSFubpU6qqc+XZAmTO+3ls7CmEJG+EZ3rVM9ZRKx+9LNyg3jou1SdmnVR3SwkK9EmKFJO9Gy+wTSvNyASD+9mU0yb+AltknSv1b2Syur/O5TUny3KfKgYv6zaMy1KXQ8/FYIjaYRCLkG39xt1rCQ7SJ+aTEScW+aNb9DZMQWXpGL4nE+C9jQw0HspIIsMx7K4Z3/ezfWmfpU1b+nkM/WVEygJsx/yLgD90n2FtB+6F1Z3d+89wWw3yZxXzzCkIfhqPV6Q80lov9tLlBzqdJ1Df95T+7PdZ84V4yqY2dYNretlO/fltqz2XozW9NPgy2KEtd2SRe0W2+w6Udn5f5nM/LycpAxJoPcfti6WmPNSv7Z87Z7dovih2coZwRU1e+OUVrjJV8fefmZOHUru/x+MGdMtf/jGkvhnOzM5H8eX1cXKDdvEmZVIpTu35A5E/aZ6iUSJ67dfLcNUBZRwblXNd806NQpv71lpUvhSAIyCss23Bq0o2N2AEQqRP12wq9j01Negh3w4WC8niBDgBhCRsRveAmAqdrl6ZbW48f3IFnKWUa7H0FSXAH5mqeMG0Jc1cMqcbO/k8b1qqovjCJWvwagmX3tT6HkKL9JHVdtMzS7gLZX2ac85cUnH5Y/nPj/AtaH6eph8k2V98GvmoueY9Q/8Jcg9ZpDtJTk/H4hy6oKVPfk6CKJF+38tqIDv8YYQ/WA3f1/z4xFNtH58UOAec2zEBYwgYkxSwu9bPXXF07eQAt8ATV8p5oVf70slEISdYtdXrCnSuo/VwvuEwqhZW1tU71qFNyyYuQJ8rZg+f9pindOfC/rdHYHa39kE2xG1eycvA9zh6mCq4sq3LrTMe+3eAzH+p9qrgL+i1MChStL2F9sfSeLX256JVdSH+Rmz5HwP4BavcH5kQiNycLMUe34N5N7S8sNfFcqXp9HolMMZNPRUweURpniaahIKq/dMp6N1rVei+q1lkpa4IITUz6WaSBptekvmmO1XGUmteQM0MNR7y062vUld5WGnYZmB1hkPq1juPE/qLGkgFo+vaSFarvjStMMo85uFejjuBB7FV4PSqa1/r869xFYtgEG+ZE18YSULR8SElBj3cj+9OauBql+2et9/rS05zrSpfGEgDsPPtsqQhdGi95Beo/l6UyAVuj7mlVT6vPD2l9TnPFBlMFd3rX92KHIA4NjTfv9SFafbFnpGl3d+t5vjr0BJSVkyQPoddLX4T00tHNaHF8LHw2tjNqPK0yjyltO/+X5knCDfaqmEtRDu5W6Sr50X2tskzqK3LjHIXf445vUCqTm2P6xBRkeNomn9Gb1LTDGtVl5lO1Bp++fGXqLwyr/DNP7c2Ekg02t2zT9ui449n7NeD31+C9PkShd/dGtO43Fm9diETMV13gp+H5MCRtFqE1BVuJFC6SHLjuG2eU+st6w0iXRY6PXXuMKwnpWh2TUyCF34x9CiM9HqYV3dTbHnUPH+/SbgFeDSMMLQYbTBaqrItEFqt2qWhydlryI7NaE0IX0X/+gluftdTpmBY56hfp05brt/5lrsNclDbnxJhkp1Yp/F5YkG+SIVvGkPRQ86Kk+nKS5OH2pilGqbtY6M0lCr+Hxf5o1POReKmKZZvVZyLzcJLAw0mcCdoSme7zQmL+2q4xM58p+AgPELV3Wanl6klvoRKMP39ZW6lxuo8oqLajL1qUIT27ru5/GWiyc4np3OKyJ1nRxZf7tU///7x3fim6/oy+l6p3HZZ4z5MNJguV8vuc0gs9FbHiPQBAbqbqHpG0lCS4/dAANl/7GiQ2U2t1arI8jbacod+NlvjutlCn108vtYxWF5pz3QwQjW7yc8s2rEXTcI/WaYadZ6bACFkh01KSdBrCVx7W6dBVTaVMgaZRQ6o6Y5aTnTUeT3PF42mucLYzfaMpJGmnzscIp4yfcVYbsgdG7rUTmY/wAJcjDsBV1dA9Iy5boalnrzzRZmFoTU7H6jfiRVv/3Hg2f/P8/fK3JqE22GCyUFY63IkLSygaWpOXrHz32woy3F5VtJCerRGH+6hT2gK1Lg/L3hNE5k0CATdj/kVuTtGE72b3NmtxlOEurtUnWDC9gN9fEzsEg3H7ri6uLOhosPqEfCMNBxTMY+4UWQ5dMlKWJ40Pvq56h4g3FM/+sU60c5uTyNuKKfmNfQPqhyM3sOV0xWjMFmODyUK1yClritQitWXxaJltmDVY9FFygVpVmuWdNXoM0sJCRP40HtFHthj9XKSsRc5J1NvVCw4LvMUOhQysSb5hsoKd/2sHQm88nwqdyiInKwOJ8bGQmWCJi/LGW9B9oU4yjqDISQarqzBf+3WyKrrFh66LHYLJMa04lVPa3zU+89vyohSfD8OBl9TcQSPzwiGSBqXLhGExVDn+SemFSCeOC2vBEUC1EttyC2TouL6op/fAUCc42ur5ujDh+9OY88BiL51E+ZmpqkwoMFADwcSfHwXZqUapt/bWruazknk5l1Ngeb20bDBRhSdNNV3WOjIMVdn2SBfm1+DMuK+cxpxMSyaT4e+4oguZsmS1qhuvexpnfTkUGG8+hfP28n0DTXIvUuwQ9FLlzFKj1GttRsOzy0rClp/BcUieSJxvH9D72LxcDqEwtYq2eCqVf4UFz1I/P7lt/KGvpWkd/ZHK7QkXjxn1vBKp+jV0jMNyP0ui9i7Xqlw1GGECuppejIaFxmtoG+VxaOHUr9+a5DyGSyRj2otzx+cWRLbUDL+GpOrtkZqtPr0/L2l0xwaTCNJTk9E0L1rv46/8s1vnY/RdM8hSuf/7mdghUEVkId9CEmk+Ur+oL/+9TcwsEaPRrHX0x3AWskovqCd9MrOVhZvUtAtXqyKoucAtbXhb8NkZxgiHntPmwlyxQ9CNyIlTHBfWMtm5KsnSTXausvj3ZhICPz2En/+5rXZ/eq7uafwrMjaYRJCbVbY3nKDHh1NWWrLoF3O+qYZJVKHVuUy4OCyZE8tosIitcupFeCBV7DC0VhmWcZFSklOq6p4Pc37e60pjxQ7BbESsmix2CBaj6aO9YodgMq6SHCQ9sJx1Aj/fp369pYxc81gU2FKwwUQmI9bwBrIc6anJpRfSwCVX9foyplLuhm4+t5aVRMKvDG01zz0jdghUBmHxa8UOwWK4qFqbqRy7c9aIa+KR2eK3XwXhtSYYvPtO5u5m5G9lOr5BobipTh/s0X5BaTGJ/TwRlUeRP40XO4QKoQYeix2CUZxc+pbexx6+wlT3xsYGUwVi9UD8id2WSpb+QOwQKgZBsOi7lYabRE1kPPYS9XMXnGyL/pkb6zzzHpYpEaRFy1MQ6Skk6Vej1BuXbLw5oBUJ04pXIBKuaF+qiJXvI0zF9rB7P5s8loqovI1oI7IkznYSZH1USewwVGqd9ofYIRBZpCGrTDd/vDxjD1OFwqtRlUrk4wx7sF7EQIiIiIgMJz7VckdtmBM2mCxMVkYqhJitYodBRERERAbUUnJD7BBM5rcYy5rqYDENpvnz56N169ZwdXVFtWrV0LdvX1y7dk3ssEzOebEvgrKOix0GERGVM7mFAnptykavTdnILeSIBF1ICnPFDoHKgbdt9osdgsncT7Gsni+LaTD9/fffmDBhAiIjI3Ho0CEUFBSgW7duyMriZDZteWZWvAYmWRZVq5UTkWlIZcD+G4XYf6MQUk551Umb1IpzoUtUEVlM0oc//lCc8Llu3TpUq1YNZ86cwYsvvihSVJbFV3ZP7BDMUq24PWKHQE/lJd4UOwQiIiIiBRbTYHpeWloaAKBKlSpqy+Tl5SEvL0/+e3q6eaQlzUplvnxz4iNY1jja8iwsdqnYIZAGt879haZiB0FEJCLZbU6LqIgsZkheSTKZDJMnT8YLL7yApk3Vf33Pnz8fbm5u8n8+Pj4mjFK9tAe3xA6BiEhnTQ8PEzsEIiJRtXlStgXWNZEwm7HZssgG04QJE3Dx4kVs2bJFY7mZM2ciLS1N/u/ePQ5JIyIiIiIi7VnckLyJEyfi999/x/Hjx1GrVi2NZe3t7WFvb2+iyIiIiIiIqLyxmAaTIAh47733sGvXLhw7dgz+/v5ih0REREREROWcxTSYJkyYgE2bNmHPnj1wdXXFw4cPAQBubm5wdHQUOToiIiLL5mwngTCnkthhEBGZHYuZw7R8+XKkpaWhY8eOqFGjhvzf1q1bxQ6NiIiIiKhMKtJShAUWttibxfQwCQIzhxARERFR+WQLqdghmEx2vmU9VovpYSpXJBXpHgIREVmC3EIBA7dnY+D2bOQW8iYlkal1tT4jdggmI1hYCnU2mIiIiAhSGbDjciF2XC6EhY2WISIyKjaYxMAeJiIiIiKqqCyrg4kNJiIiIiIiInXYYBIDE1gQEREREVkENpiIiIiIiMhkLK3rgA0mIiIiIiIiNdhgEgOTPhARERFRBWVp66tazMK1REREZDxOtkDmTFf5z0REVIQNJiIiIoJEIoGzndhREBGZHw7JIyIiIiIiUoMNJiIiIkJeoYCRu3MwcncO8gota34BEVkWmYV9xLDBRERERCiUAetjCrA+pgCFMrGjISIyH2wwERERERGRyVhYkjw2mMTArOJERERERJaBDSYRWFqrmoiIiIjIUARY1sUwG0xERERERGQy6TmFYoegEzaYiIiIiIjIZH49e1/sEHTCBhMREREREZEaNmIHQEREROJzsgUSp7rIfyYioiJsMIlAmpcjdghEREQKJBIJPJ2ZxpWI6HkckieCguRYsUMgIiIiIiItsMFEREREyCsUMGFfDibsy0FeoWWl/CUiMiY2mMTAlWuJiMjMFMqAZVEFWBZVgEKZ2NEQEZkPNpiIiIiIiIjUYIOJiIiIiIhIDTaYiIiIiIiI1GCDiYiIiIiISA02mIiIiIiIiNRgg4mIiIiIiEgNG7EDICIiIvE52gKxk1zkPxMRURE2mIiIiAhWEgn83LlOIBHR8zgkj4iIiIiISA02mIiIiAj5UgHT/szFtD9zkS8VxA6HiMhssMFEREREKJACiyLysSgiHwVSsaMhIjIfbDCJgmPEiYiIiIgsARtMYpCwwUREREREZAnYYCIiIiIiIlKDDSYxCJxMS0RERERkCdhgIiIiIiIiUoMNJiIiIiIiIjVsxA6AiIiIxOdoC1wc5yz/mYiIirDBJAZmySMiIjNjJZGgSTVrscMgIjI7HJInCjaYiIiIiIgsAXuYiIiICPlSAV/+kwcA+Ki9PeyseXOPiAhgg4mIiIgAFEiBeX/nAwCmtbWHHUfnEREB4JA8IiIiIiIitdhgIiIiIiIiUoMNJiIiIiIiIjXYYBID04oTEREREVkENpiIiIiIiIjUYIOJiIiIiIhIDaYVJyIiIjjYAKdGO8t/JiKiIvxIJCIiIlhbSdC6JhdfIiJ6HofkERERERERqcEeJiIiIkK+VMB3kfkAgEmhdrCzZkZXIiKADSaR8EuIiIjMS4EU+PBwHgBgfGs72HF0HhERgDI2mLKzs3H37l3k5+crbG/evHmZgiIiIiIiIjIHejWYHj9+jFGjRuHAgQMq90ul0jIFRUREREREZA70SvowefJkpKam4uTJk3B0dMQff/yB9evXo379+ti7d6+hYyQiIiIiIhKFXj1MR48exZ49exAcHAwrKyv4+vqia9euqFSpEubPn49evXoZOk4iIiIiIiKT06uHKSsrC9WqVQMAVK5cGY8fPwYANGvWDGfPnjVcdOWWIHYARERERESkBb0aTA0bNsS1a9cAAC1atMCKFSsQHx+Pn376CTVq1DBogOWRlaO72CEQEREREZEW9BqSN2nSJCQkJAAA5syZgx49eiA8PBx2dnZYt26dIeMrl2yc3MUOgYiISIGDDfDXCCf5z0REVESvj8Q333xT/nOrVq0QFxeHq1evonbt2vDw8DBYcOWVRMJ1mIiIyLxYW0nQ0Y8tJSKi5+k1JO/TTz9Fdna2/HcnJycEBQXB2dkZn376qcGCIyIiIiIiEpNeDaZ58+YhMzNTaXt2djbmzZtX5qCIiIjItAqkAn48lY8fT+WjQMrkRERExfTqexcEQeWwspiYGFSpUqXMQREREZFp5UuBiQdyAQAjA21hay1yQEREZkKnHqbKlSujSpUqkEgkaNCgAapUqSL/5+bmhq5du2LQoEHGihUA8OOPP8LPzw8ODg4ICQnBqVOnjHo+IiIiIiKquHTqYVqyZAkEQcBbb72FefPmwc3NTb7Pzs4Ofn5+CAsLM3iQxbZu3YopU6bgp59+QkhICJYsWYLu3bvj2rVr8nWhiIiIiIiIDEWnBtOIESMAAP7+/mjbti1sbW2NEpQ633zzDcaMGYNRo0YBAH766Sfs27cPa9aswYwZM0waCxERERERlX96zWHq0KGD/Ofc3Fzk5+cr7K9UqVLZolIhPz8fZ86cwcyZM+XbrKys0KVLF0RERKg8Ji8vD3l5efLf09PTDR4XERERERGVX3plycvOzsbEiRNRrVo1ODs7o3Llygr/jCEpKQlSqRTVq1dX2F69enU8fPhQ5THz58+Hm5ub/J+Pj49RYiMiIiIiovJJrwbTtGnTcPToUSxfvhz29vb4+eefMW/ePHh7e2PDhg2GjlFvM2fORFpamvzfvXv3xA6JiIiIiIgsiF5D8n777Tds2LABHTt2xKhRo9C+fXvUq1cPvr6+CA8Px9ChQw0dJzw8PGBtbY1Hjx4pbH/06BG8vLxUHmNvbw97e3uDx0JERFTe2NsAv7/hKP+ZiIiK6NXD9OTJE9SpUwdA0XylJ0+eAADatWuH48ePGy66Euzs7NCqVSscOXJEvk0mk+HIkSNGzcxHRERUEdhYSdCrgS16NbCFjZXyWotERBWVXg2mOnXqIDY2FgAQEBCAbdu2ASjqeXJ3dzdYcM+bMmUKVq1ahfXr1+PKlSsYN24csrKy5FnziIiIiIiIDEmvTvdRo0YhJiYGHTp0wIwZM9CnTx8sXboUBQUF+Oabbwwdo9zgwYPx+PFjzJ49Gw8fPkRgYCD++OMPpUQQREREpJsCqYDwCwUAgKHNbGFrzV4mIiIAkAiCIJS1kri4OJw5cwb16tVD8+bNDRGXUaSnp8PNzQ1paWlGSX2urXN/bkTLExNEOz8REdHzsvIFuMzPAABkznSFsx0bTESm5pe7SewQTObOV73EDkHrtoHOPUwymQzr1q3Dzp07cefOHUgkEvj7+2PAgAFo1qxZmYImIiIiIiIyJzrNYRIEAa+88gpGjx6N+Ph4NGvWDE2aNEFcXBxGjhyJfv36GStOIiIiIiIik9Oph2ndunU4fvw4jhw5gk6dOinsO3r0KPr27YsNGzZg+PDhBg2SiIiIiIhIDDr1MG3evBkfffSRUmMJADp37owZM2YgPDzcYMERERERERGJSacG0/nz59GjRw+1+3v27ImYmJgyB0VERERERGQOdGowPXnyRGMK7+rVqyMlJaXMQREREREREZkDneYwSaVS2NioP8Ta2hqFhYVlDoqIiIhMy94G2DbAUf4zEREV0ekjURAEjBw5Evb29ir35+XlGSQoIiIiMi0bKwkGNrEVOwwiIrOjU4NpxIgRpZZhhjwiIiIiIiovdGowrV271lhxEBERkYgKZQJ2XSkaVt+vkQ1srCQiR0REZB44SpmIiIiQVwgM2pEDAMic6QobO5EDIiIyEzplySMiIiIiIqpI2GAiIiIiIiJSgw0mIiIiIiIiNdhgIiIiIiIiUoMNJhFIJHzaiYiIiIgsAa/ciYiIiIiI1GBacREIgkzsEIiIiBTYWQNrX3WQ/0xEREXYYCIiIiLYWkswMpCLLxERPY9D8oiIiIiIiNRgDxMRERGhUCbg4M1CAED3ejawsZKIHBERkXlgg4mIiIiQVwj03pwDAMic6Qobjs4jIgLAIXlERERERERqscFERERERESkBhtMREREREREarDBREREREREpAYbTCKQSPi0ExERERFZAl65ExERERERqcG04iJw9qgldghEREQK7KyBpT0d5D8TEVERNphEULtRMLBH7CiIiIiesbWWYEIbLr5ERPQ8DskjIiIiIiJSgz1MREREBKlMwD93pQCA9rWtYW0lETkiIiLzwAYTERERIbcQ6LQ+GwCQOdMVzhydR0QEgEPyiIiIiIiI1GKDiYiIiIiISA02mIiIiIiIiNRgg4mIiIiIiEgNNpiIiIiIiIjUYIOJiIiIiIhMpllNN7FD0AnTihMRERFsrYGvu9jLfyYiMpa32vmJHYJO2GAiIiIi2FlLMO0Fe7HDIKIKwEpiWQtjc0ieCARBEDsEIiIiIiLSAnuYiIiICFKZgLMJMgBAUA0rWFtZ1h1gIrIcflWdxQ5BJ2wwEREREXILgTY/ZwEAMme6wtlO5ICIqNxq7F1J7BB0wiF5REREREREarDBREREREREpAYbTERERERERGqwwURERERERKQGG0xERERERERqsMFERERERESkBtOKExEREWytgTkd7OQ/ExFRETaYxCAIYkdARESkwM5agrkdHcQOg4jI7HBIHhERERERmYy1RCJ2CDphDxMRERFBJgi48lgGAGjkaQUrC7ugISLLYWVlWZ8vbDARERERcgqApsuzAACZM13hbCdyQEREZoJD8oiIiIiIiNRgg0kEApM+EBERERFZBDaYiIiIiIiI1GCDiYiIiIiISA02mIiIiIiIiNRgg4mIiIiISGTj898XOwRSg2nFRSAIMrFDICIiUmBrDUwNs5P/TESmtV8WKnYIpAYbTERERAQ7awkWdnMQOwwiIrPDIXlERERERERqsIeJiIiIIBME3E0rWiewtpsEVhKJyBEREZkHNpiIiIgIOQWA/3eZAIDMma5wthM5ICIiM8EheSKws3cUOwQiIiIiItKCRTSY7ty5g7fffhv+/v5wdHRE3bp1MWfOHOTn54sdml5sbHnbjoiIiIjIEljEkLyrV69CJpNhxYoVqFevHi5evIgxY8YgKysLixYtEjs8IiIiIiIqpyyiwdSjRw/06NFD/nudOnVw7do1LF++nA0mIiIiIiIyGotoMKmSlpaGKlWqaCyTl5eHvLw8+e/p6enGDouIiIiIiMoRi5jD9LybN2/ihx9+wNixYzWWmz9/Ptzc3OT/fHx8TBQhERERERGVB6I2mGbMmAGJRKLx39WrVxWOiY+PR48ePTBw4ECMGTNGY/0zZ85EWlqa/N+9e/eM+XCIqIJ5IKkmdghEBmNjBYwPtsX4YFvYWOTtVCIi4xB1SN4HH3yAkSNHaixTp04d+c8PHjxAp06d0LZtW6xcubLU+u3t7WFvb1/WMImIiMo9exsJfuzFZS+IiJ4naoPJ09MTnp6eWpWNj49Hp06d0KpVK6xduxZWVrz9RURik4gdABERiSQdzqiELIPU9VHB2waph4zDIlod8fHx6NixI2rXro1Fixbh8ePHePjwIR4+fCh2aEREROWCIAh4nCXD4ywZBEEQOxyiCmXI+Dlih0AaWESWvEOHDuHmzZu4efMmatWqpbCPH+pERERll10AVFuUCQDInOkKZ66xTlQKw12DWkk4YsGcWUQP08iRIyEIgsp/RGRYcYOPih2CxeAnEBGJJbLeZLFDKBceo7JO20uS8Dq0wrCIBhMRmY7E2lrsEIiIKoTTbt31PrbRyxMNGEnFlWhXW+X2LCtXRAV9pfFY9glVHGwwWaAI33fFDoGIykAm8GuWiAwrGW56H5sw6pQBI7EseUFvqd1n61LVZHFwRJ55Y4PJzJ2s2ldpW6sh84x+3lgrP6Ofg8gSleWipJiVhMM4iMzVmTbfmPBsZfgsEGQKv16vPVjvqrx86usfh4UL6jFS7BDIArDBZOZC3luPyGqKH4J29g5GP6+lXM5dsA8SOwSzlA5nnGm9WO3+W9b+JoymfLle41WxQyALdsa1s9ghUClavWwZ6Z2V5nHb6H9tIOFSLSoIqNk4VGMJicVcLVFZ8R1iCVy95D8mwV28OMxQVu1OYodgli5X641WvUar3V8oYforQ8iwMd1wDSofKnefIXYIRKQlDy/V85uKmUuDqXfzGqKdu4WPu2jnNiU2mCwBs7CYPXNtyEbWsow7pdooy+RoY8lwUvwyPePSUZxAyKAivEcYvM7Tbt1w9eUdqNM0BNdf2Wvw+g3BxgoY0cIWI1rYwqacXR2crPKK2CEYXf1uYxDj2EbsMIwqzspH7BDMklhXiWF1Ks5Nw3L2kUgkkneO42Tjjw1S1WXbpgapBwDcmplfI0N/5j8jttXUPbgv8Sq9IFU4rf+3HQFtugIAnCqZ50WGvY0E6/o6Yl1fR9jbmP/7TRcydz+xQ1BJsDJMb3/CqFPw8KqN+hN2GKQ+c5Q++TZyrF3FDoNKeKlRNbFDMBk2mMiiWTubyYWHlRWqNnzBMHWZIFVOoYYvaYnZpuqxjJ5WqcS21DLMkle+3bKuo3G/xOrZ3/+ccztjh0NmrM7g+bja61dkC/Y6H1tyDpOtbdH8JSeXsielMVeV3KsizbWe2GGU6nTgF4iq1EXsMMjA2GAilZ64FH0ometQs2Ite40RO4QSLOOCHgDsen4pdgilKhSM8/GUL5RxnSl7Z8MEQuWWoENvaIFtJYOdNwVlu/suCAKy8ov+cWF40/Dwqo2A1l1wNezrslVkVTFuwjQavkTsEBSomsPkWNUHwVN+VdoeWW2Q5rpM/CesSMPpDIENJjNiTo0TmbUDcqbdR6WZ10Q5//mOa7QqZ2Nrxzs5GkjUXLjVb/miiSPRXfyQv4xUc9m+lZr3n4GL9oE42egjvevIge53k40lEVXEDsH8lCHbmK6qdf9A72NvWtc1YCRAdgHgMj8DLvMzkF1g0KqpHDrrbPrvkUruxrnIP+ekPEJEm28KVQ0mdfcaqrYdrmNUxsXEiLrh00VqOTq7miSFuSqNX+gjynkrgojaY9XuO+vcXut6TjaZZYhwVMqf+Qi+DQONUrcud/9VcXZ1R9OZfyNk8HRU7vyeXnXkSlQ3mC7ZNS9LaHrJk4jzHjdngYPL9tpO8tc+wYCXbwAifN/VeUFybYZ1PkZlnGw0U6d6i5W5J5YqpEt2LcQOQS/13w3X6zhdvk3qB2r//Urmhw0mC8CBEYZx8aUNYoeg5FLXTUap16V5b/U7Nfb7a//x37DTm9oHpCNjNtT1fT+dbPwJYl5cpbCtXgvDzT/JE2yR7ehtsPpIPw8k1eDorP/QtthBh+Hq31qnY8JGLUDYqAU6HZMx+WapZQokdrB2qqxTvcWi643X6ziq2Gx7fCp2CGrlCernl7pUqqxxPxEbTOVcZINpyJ/5CFHBC3U70ECDaeNeL31Y1U3rujjv0ApnXYzbvW9lY7y1h/RJlHDS4zU0eaGXwWO50fd3NG2nXwrdAp+2avdd7LpR35AsRoT3CER6DVW5L2TQNLTorHkMujqn3F/WrqCJB7E/geHmzySiCiL8JxqsPrGUtQeySnXN67YonU/PuUJulT2QZ+2isUyajYdedQOAQ/X6eh9bHpRcFL3ATHvb3KtWx1WbRrhmE4Cq1WqJHY7Zi7euqbSt5Lyie6/tQbSj5oVqSZGTnY3C716Vyu+IBTaYygFVY29LsrN3QBU/7bvJCwRr+PX/rKxhAQB8A4JKLZNcfyCazziKQtuKlS603kDl5/iSXYsyr7tVlm7/4AHT4OKuOk2ob1MDZQHUk8zW+MkWGg+YhdB3lxm83jaTNyv8ft+hgVKZm/aNtK7PUPMdM4f8ZpB6gLI3NPTxQGJ+KW1t7LSZn2aYr17311fguo3ya6mY29C1etfdrEN/vY+1ZCer9gUA1B67Tb7tRo9wRNQw3PyT0+49y1zH1Z7bIbGyQsOPTqDBRxGQaDEhJaL2O2U+b0kFDvr1XhbLNWCPzgX7lvKfT1XW/kZk4yFfyX+u1+IFBE4/qFQmfnik2uPNZeFafaib46yL/q1qomWJhWud7BVvLkTP7lrmc5gLNpjKAWmjVw1WV2T1N2AzJwnVavobrM7SyO+wGjsrk5Hv3pe8UxzZcHqp5atWV74j2Gi6sRIdaMfaxgaVPcVbMVwTt1DjDQE0tZojlS9kq78VjkIt14q5E2yYNb9qNwhEgnvpNzVIe86u7hAgM8m5atZphAafnJb/nmblLv/5ZJVX4O3XUO+6tbkAL4+EykXffW5VPOXbrKysIXE1XONcWr1Zmevwqls031FiZaXxb5Uy4WqZz6VOg9d1G0ZaUrRjKKIDpmhdvrQFazOrBct/bv3eRoMkg8qzcgRQ9D5TT/m6xd1b87ICqlx8aUOZGjD+VY1zQ9HVwQYta7ur3W9vY41p3Rvig64NcHiK8ighdyfjjewxtYr5iUhqhY77qVx+UabBudRhc+ec28nvLpZV6Bv6ZVCzsjbPoR/GdtWm9N4V1yrlZ0FYDy/lL38Pr9poWcZkA/poPGqpSc4TL6lu8DplGr7CzrRebPDzmYq+PQGPGjwbTmqsO9+ZU+6UevEKmGfvX0Wk7w2w0oamnXHpqLJuQabdzYLA6QdhU8mz9IIAHow8Ba8PT2ksI7F1fPazlRVk1spDw9JfUE6AYqXieudsyBLctvKD/cBVSvuUzlvi5+uv7EF0u5/gU099g/i8QyuV25u2fxVCGd6z4zvVxci2ftjyjmGHFG58OwQ9m2r+7nW2t8F7L9VHvWrle5RQ+bsyJkUG6FXRev6FGpH1/lfmGMoqXVL6Yn4Nx21CyHvrTRBN+aDd0CPtWPKwhudl2bgr/P4I2qfBdXB0xsO3zxg4ImUP4YlzbX8EUDTZ2VBqvfC62n1P7JTnD5RVapdFavdZ2zkZ/Hym4lJP/VxCVR6MOInTgV+iVX/NKcqj26/QuN/aCnipbUsMGDAA1mpu3rhUqowk5/I7v0l9kgzLX+dIYmWL8w7aJSRxeOlDtftuD/gTLSZtN1RYpfL2awh7B83v52b9PsBV28aIrDsJAGDTQLmHKfCl15E68RpONZsr36bq8y+o5yjUmR2jc6bWBkEdEdjlDfnvl22bKpVpOu0QzoYtRc60+zrVXRonOxvMfaUJQktZW8ndSbdhkG6Otmp7vt4M1W2+pqVjg8kSCKYZ3qFOjd76rzcDAKFvzjVMIGWk7k1/OvBLRAV9VS5XSLd1VDEp/Gkj+t7Q42qPO9n4k1LrdqlUGZH1tR9SUay8ZyJyf+NnhdS6go4fs14+WqxkX8YbIV5zb6JlN8MPcfSp1wzJUP0+yqpl2JS6t6zroOkLfTTO4akovP0D0LrvBNjYah7+YmVlo3G/g40EX00fg+3bt8PBwQGZgqPG8qWJrPW2xnW+7kkMnxVS3fwVF79nQ7aigr5SWSaqUhcE9tY+vftjGO5mgzrnnHRrPKsS4fsubln7o0m/qVofY2VljdwP41Wev07TkFJfa9owxByaYs6u7gj4OAKhw4qy9LXsPkJlOXcPLxiq8RtReyxyNCzLUHP8HqVtVtbWCOo+rEyZOMvC0bb0USzHpnZEK9/KmNEzAH4eqof6zegZgM/7ln1oqSVhg4kMIrK6+jvL+jD0KvOCRAK/Zqq/eFr3nYDgV8YZ9Hzmok5T9d3zPvXVJwKxslf+kFQ1pDF06BydY1L9l322Vf36MpbxceXtH4AmH6lvjJZ3ucMPIMr1JUTWf66347nXzw2bsvVSFCeZSG30bBja1d47y1SnqZR8Lwl63BDTtJZaiYqVN6l492lq0FwMeF+nuJ4fqhc6+ht4zr6ltnyl9//Rqf6yaPbiqzgb+h3iXv8Lwa+Mw+nAL5TKBE/5FbY69JznDNltwAgV3ey3DzEdfkbTybvxoIzDWcNGLUDdWdFwddNtkWoHJxfkO5rv0Ep1N2cA487BO+3eE5HVX0fYW1/jalP1jVC3yh7I0HDTIUWPLKXNahr/xq6fhzN+HdcW73bQfWFsy++HVc8yrkBIoyadh5RapiwfHtbWz3oE1C1mGDpuRdkXrDNSUoZkuCH/1ZVwcNKcgrfMDNTIM+TwNEucj3bZofTXUWT1N0otU5HpmkXvYteNWmfuOhuyBGdDliAdzrjQeZ3S/pp1miD4g51w8WuptC+63U/yn+vOPKlTjNoICH7J4HUawi1rxUngNXwb4IJ9S0Q7henVsx321tf6BWLkxDrptspzUlR9Bp1264HcD+PhVln/tOf6COoxUqvMrdqq3SAQETUM31N7ssks1GvRDi06DYStnT3uu+u2rldZzmtJblUx7lIk6rSevAWh44qGt9pX0b+X9FZQ0egdTQkqKjk86xU+PKUDpnXXP5GLKeizxIqlsLyrKVKiuWu36MXr21D/L4kavs+GvBRC/ZCOqm+u1vMMxvsSP+8QjCqz7+i0wGhkw+mIdgrDabceWh9jY1O+h5kBMMgQjOfdk3gjW7CHdZ9vdDoucKRuE/pLppw1VvrryDq63Y03pptevdTe3FCl6Qt90HryFq3KBrR/DUE9R8F19n00e7GfTnHZuTwbwmS4BCfmPf8tKugrVHl3v8I2iZUVms08hsAP/zD6+R2raL8+T1a+gNavjodEIkFWVhbUPbd2wcN0iiGy2iBctW0s/12QWBn/BpZZ0/wZFDJQsdfCKahoraAcwbgZx54/r7m6+NIGnGz0EeATInYocK8ZoPexwa+MQ8KoUwiatE1tmTHtn91sqVfNBe3re+Cr1xSHwgX7Gn9oKLHBVGGouzjRJv11yTuE2ZJn3cuausN18vSup2CtXxIBWSnH6drLEvrGRwj88A/IrLX/cnKravgMYPrQZiFSiZ5vezs7wy9I96Dx27Cf9UCnBm1pVCUpyaxh/MUIrSspvgaKe8Hi2xgmBbi5KX5fFTcUEzupT8BQkQW/Ms6gqfqzBG3fh0Wfq43DSvYcGmY+bLMOryn0RhQP68uuo/omU+j4VQj4OELlvgj/CQaJyZzkCzY449pJ7f4mL7+LB5LqOOnxmlb1NW3/Ku4MPoLkYeIuO2EumrZ/FSGDS792MQXfhoGIbvcTbryq35p2NXwbyq/PVM3per7DRiKR4PU2tTWWIeNgg0lkcVbGXZ1bU/do2vs3EfrGR4hsqD4bzvMeONRFRI3hiPSboHLxzbKo2n60XsfVGThf4zh8Y4vw027+Uwqe9QQqze8wgMfvxMDpwyulllM7RaiEJi8NLb2QgVjbaJ6Irmu51u+HI374CbX7k6wUhwEZK2lAyNhlSJ14Da1eHmXwug05WVpXNraKNyhCh3+GvBkJaNZBu4s/KpvLQbrNGyx5w6i0EXnZgvY3rZxrPHvf2E44gZgXVyG4lCx9z4J69voNG/Gl1uc0R5UDlddBTLTyhKZeJFe3Kqgx6ypCJmq/sLBfo2A4OBk2UYDmDJ66f8aoygqnkZGv9NXPhzWswC5voH5L4wwPtLKy3NZQyeGE5QEbTCLLt9ImC9Gzb7l4B8Olcy1emE9io1vPTtjYHxA60vBfcvbO6ntHnr9bd92mAU63nA8A8PD2hd1E1XcvzYnj9GtIe/8mkt69iNChsw1ev6e3n8GGuTi5uCHSc6BB6jKU6rXq4oxrZ5yq3AsOjuoX6ZNYWcHdU30K69xXVuC8Q2ucavE5IvzGwa7/8mc7DZiRUmJl9TQjkziM8TUb8+Iq2Nkr93CUlvK3iOV+8WuiS9p4c6fvcNXKnjXQovMgrW9qaCvaKUzl9uKU+KZUtXEHhd+Lh/kGhHTD7QF/6lyfPvNL3T1rIFuwR6bgCFd3087/Ks3Jxp8gYIbmZDcxjm1MFE2R2AHGH/JqbG+G+qKOhzPGdVRMwLDvff1GZYx/Wk/v5tr3euvSri1Z9PQnZV882JyUr+ZfBVBr1DoAwEnPAWiZuAvp42JQ1o9N+8qGXx8los778GjeDYZq3uW71wUyioYjnKrcG20mhRuoZsOxttXc8HRwdNZ4oa9OrJUv/GVx+oalP4niF7qhJnMWzYMrULs/y8VPTThWaPXBrjKfv1rthnCbcVj+e9LDu2Wus6Jo0XmQ9oWNnGCg9NObZjmGHCsnQJZsknOVmSDgtHtPtE49IHYkejvV4jPUqh8MqO9ENor6ge1xrXAXqnjXgZW1DRpXfXYzpE7TEGBHydLGee3b2NpBOvMOrKF9j7upWNk5md3C63WbhQK/Km/3DAgDLuhWl/STZJxa8z9UatIDTXQ4Tijj92YlB1scndpRaXsTb/2mRLwZ6ouwuh7w93DGoj+v4d+bSQr7t7+r+iaFPuxtlF8PIf5VcDL2icHOYUrm9Y6jUlWtXjSEL2TCagCry9xYAoAWnQcj4s4pONRuBeW8Vvpp3u8DOLu6G6g2y+DfuDVOu3VHoXN1GOoj59ZrB+Bdtxmw0LhDN00lEVXw5OUVCDig3Ht1pec2pJ/ahEbDdEsAQaqVp8WASXt3rWqitiweji0HK+8UBAgSAw0sMWCDOMahNVrknlY+hboeL5EmbTQM7izKeUvSrjdXEx3/boZ6vYgkssFUhF5XnF/p3yQEV7N/hXt1X2g7BsDaxgZh7/xg+ABNTCKRoF61opEo73euD2c7a9haW2H+gasAgNZ+2k1v0PftP7FzPZxcfQr1q1le0hfLfieUQ/oONbhiq8s9D0USKyuEjf7WKAtZmruL9oEGq0tiZYXW/9um8kM1Knih1vUUtivKVHTarRvqNm8LR2dXnHbrDsCw8ZamxkvjDVpfGpxRbW4sAkK64axLB6TDGQEvPVtcsFFId4S8tx6V3Ms+xMnQ63hVVJENpol27rtW2vZ8l8ehfvp/NVebegpxb/yNZi8qz61R51SLz5An2CK2o+EuCB86N9K6bPMPdRvSVqN2fVyyK1+LZtYOLEqJr31SD+MqL+mhrexVX5gHtO4Cr9qGm+JgiRztrDGxc3009DLdIrrt63vi8JQO+O09wyV6MhU2mMxMy25vFqXL1FHDGWoWALSIDz0VCyyquOAtnivg0FyXVMbqH3/Mi6vgN2G3DnWpO4Pmt9EV2yYI7v2O1vU16/AaUiZcRfCkrfJtTd9ZjTOtF6P2OEMszKnda8K3YSCuvryj9IJ6nLXllN1w+viOfB5dadJRxruqFnaXNPqF5Rr32zqbKI2siJ8feRJt5nea1tWe27UqV6uhadbNUcXByQW+DQNV7lM3TLFNv/dhM+shWnR4FS+//DJefvllWOs5vCpu8FFE1HgTdUau1PoYXefzSKys0HjGceTNSEDsoMO4ZmPea9Now8PLB8njLsHqw5sGqzOy3mSD1WUclvW5bGy6ftwWpxN/47mseeauXjUXONia1/BNbfDVao6sFF9IEi1ulptu7HCJd7SBL6ZKy/zl9L8o3Oy3z2DZuFp0HgSXSsa/8JRa6b5GU2XPGgoXEY7OrmjVa7RBel/UuS9RngTq4Kr4/FyzKVpzoqx3dyVWVlqt63S5+xZct2mAR33Vr1NRmnQ4o3HvSfLfHTSuW2YeAruqX4z6pMdrOq9/BBT9fa/YNkZkA13WWrGEGy6mExDSTcVW5efI3cMLSe+cR/rk28YPykCsbWzg4OCAffv2Yd++fXBw0K+nw7dRK4SN/dHoCU8kVlawd3CCf+PW8P1AMd12ZLXBumdsM7ACL90HuFetXquUdRV1Y1/NvHpQJG3GAgBiHA2zflJ56QVTxc7GCmtHab7xsnF0CA5Mao9+LUvvjQ/0ccfuCS8YKjy1yvGfhHOYyHDsHZ91fVsbYSFXV7cqcDXgej3lyZk2S9CqjHUUDFivtM3G9tlFkyAI8BjzKyIPr0HDbmPKeDbtNA7rCSisI6O7rFF/oUbV6ogbfBSwsoZvmecAiOe8Q7BOqYhLyrVyQiM1a+EYhYpeYg8fxZ6AaKcwBGabf4ZLbUUFLUDw0589vH2Ncg5DXyTGubVBNYPWaHqKyXQkCB3/tHdrroHWCtRDq4HTEfmrNbwCu8Pv/+3deXQUZbo/8G91mnTSnX0hO1khhJC9SQcim6IREAQVkMsuCggISJDFIRAUkQvuiDhz7yiOdxacn8h1gTMgghtZ2MIqOwG9hCACBhKIkNTvjwwtId1J71Xd/f2ck3O6q2t5ApXqeup93+ddd59kcbQk3R1tbHpPXEk7irRA03oW2ISTds/+32n5SIlofV5Fr3Yeba5z2+JBXZAZE2Dws7b+haIDTf/OlHLKC3tjwkQ2ExgagbLURRCUnsi1oBocWaY8aBBybTDXj9LAxLTRSV1RFjQYjaoAdPfwQHBYNILvKolejWCEQR5Vwm6KHjCWqsemtJ1SSjH2ab9XN9zKGodshx/Z8dpHxeNI/3/Cyy8IcQCSpvwdZX8phO7ixyhtPxx5FyxvSZQFC0pFO9Ld53dppzno+tB0iaKxTDu16UlQDTTwQ60dozGunacKeSOdf9LqRm/bznEo5VQLZJmC1DA8V5CM9Gh/jPlzudThSEbeV3dyOrphhcgd+ox5G9n4JtVQ1zJb2Zn+gt32bbHI1m+1d2a+1Oy94GEkpTAyzkc340N0n2x8MLj4xL9QkjAD5YEPtR6nnTWIAk4O+IcFW0r7REzoMQ3ZBWNaLD+ulL47zZ2tGQfu/YtN9tlZ9wDiUpraYXz8AqGb/h7q5pxF3tT/ssn+73RGEWNweWvXCNd9PtpS3n8UNeuWXFtbC41GA41Gg9ra2tavzVa1dFm27U7/B5FuxqTalV6dTVrvkGe6E4z3sb1W59369/9v+vAio/Nh3UndPr5pM4XzjU2xL3lcUeKCLX+ILQgCpvVNQs+ODmwZlCEmTOQS7ryx85q8xS7H2Jm5DP5xGSavX4OmC9S1mD52iWd37msoS12EnCEzWl2v25DmT5DTHp5l0zjCO3RE97EvolHV/Mmv6VXObOPc6K+NjDFxTkFPbbBqe1uXFTen6pq51D7md50yZZLVwBlf4+B9LRO9BsHD6CSaztmBxzQCGtt8QFVXV4e6ujoHRdS6+pjmXbC7PbvOLvMPpT7/LfJGL7H5fl2BxjcAmXONTwB7sN+HKOs8H6k9BgAAEtPz8UO7VOz2bbsEuyuPd5GLhFANvp3bF4GatscMm0N06SulYUyY5MimLS7ucUXyCwzFXnUP7PPWIbi9Y2/UjamftAO7u70K7Qj7dMsIikuHblih2TcQjpgf6+QjmxD87A4c90iy2zGOD/kcJVHj9e/v7G7kCmXFg8Oi8ZPA7ivW8AsIRtee9kv0nI2z/F0cG/wpduWsgPYx68raC07y+zqzrvcMhu7xBfr3HkolUv6ww+xJxndpV+IiAmwcnfOy1ambHuWPmCDnHbcrJ0yYZOmuvxQj8whY40ch0ub7tJz1VwZBoUDW3E3ImLe5WXW52kDT5wKxtdDIOOQMfNKkanCuJjG9h90Ts46ZPaEdt6LN9QQnKynenHs88LjbNbFlSfGSDpMliKRt5xPuqNrJR+Y2ERSZAO2gyU577by7dbcsxDaVXR1J4+/Y7lfahybhhgynEnAke1w9ih7qYoe9GufKl0BnvpNwG5lDZmKft86i+ZmM8Z78Lwu3/P2voTGzaaJbW421CI1OANA0FkVpZZW9E0M3oiTmSWSOXmaL0HAZfujcd6RN9iWlK3C+2bXpdx69CttcpwYaJA6e64BoWmfNE9JT3qktbjo9w409/DB8oKAY4w9Lrva1zXXh0P1/Q7fHi2yyrzu1U9npxpEtLpLInfpnqUMw2R7dGyhLLUJkvGnjv8zi1A+vnFOwj0rqEFwGq+Q5AS9vDTLmmTcTemvqxXYICbd+orOsgnGo7JCKmDjbtOKovNSoLTwDhcID3lbOK5WUkY+kDNvNOeC38DQ8lEpU2WyP7og3a9a6PU6gNZqFZ+GnVKLBAfHI0clHNuHaxZ+QYaAqYknkWGSNWY6u3hrs2/G2we0bYfq1JzV/oMVxGlISOwXKK6eg7dYP2GRsLcsf4VqbL+3x6e0W1RwtcfShT5D8ueH50cydmNdapxWxiG88g4RuD5q9bXZ/6yuuyklUdgFwcAmui55w7/YrshYTJhenUNm3vPftale24ojxNZb4fZxQy5sVUaImaFeetM+RPDx+vwxa828aGJ9pg2isZ49B8Y7WoLC8K1Zieg/jH4p3z9nT3M8IRP2Q5tX66sV2UAk3LY7HHN0n/Kf+dWnSLESc+hgxDT9BYcrs5Q6QNXuD1CHIVrL2XuBzqaNo0uH5Pbhefx3+TjBJt71FJaSiakI5fAOlmW3scMJE5J16C7t874M5d0v8epcfto+6qNLEpm58Gf2flDoUIlkLDI3AzoD+KA8YAP/gMLO3P/P4Nuzv/WckOXhS5V1+/Rx6PGtF6Qw/fb9TedfFOKOIRtiw1+0ThJfxG8i9mnsQsuiU/v/xxNAvsK/XH/GTsnlp8vLAplalkugn7BPjv+WNXoLYRQdxSbDl5KuNrX6qUCjQu3dv9O7dGwoDrSKObimxllf/pmkgSsNNL0VuLw0OfLLmoVTCWwbJ0omhG7Er+z+Nr+CgrCAiNrlZ+XxH0o1eglOPbUbmDEumvLDM9L5NxZbmPNDJYce8bXBm0/j4ju1dr/u/8z+KJIPyxhifL8jW5YaJnF23Wc2/zPb3/jPE8j8i8vpxhOJyq9vGds4GOju+o5Jo5niA+vuWmrX+gXvXAueOmLWNMReeqkBMVHyb6+U+NhvAbADAibs+a3FvpV/Q9k3XzvQX0O74RmQ8Oq/V9e5MCG4nTjuvVCNx/yIcVGWiK4CcaX/BycPl0KXqWm7vBEU6Gvw7AFcMf+bt7Y3t27fbP4ho2/ZMMKZjZk/Ud65Cnpf0VcKOD/gIqn89h7p+LyNV6mAcJCkjHxdDo4E9rf/duTJBoUBC15bXCkPUKtvckhc+0AmP58YgKsDxnRAn9UxASrgfsjtIk6Dak3M9LqJWnfBIBADs8+omcSS2sdPfdebUcQfKmKwWy34JNe2LwlLGyiTf+XRcqTS/e1d638eQMW8LTnWZCgB2LY9uL3feut+Yd86k8U+3HVN2QlqvoTZ7AtzehGSpTVbE0u2Rmcic9y+L5nvSDnkGp4d/iU6zmwrleCiVSEzvAYWV4yxNdSrQhi2XooisEUUoCx6C/X3es91+TXRm5NcoT1uCnIfNnNzcBL+g6f9Wlda8jLzKSLLkHWL9OF5zdNY9gPhF+8z6O3QFvkG/V9tT+/iZte1PQgRKk6UvYOMokf5e+tceCsuvd4IgIDpQbXIX8+Qw81sjU8IN/18qPRTo27k9/NXWFe6SI7YwuZDASZ+i9KsPkFIwSepQzBKte9Tg8m7P/hMotmV3FFtg65wxOf0nYmd9HUI698Dt2+PMsSuAFX91yPHv/HLQ+AagJGIshMbfkBcZa/E+uz1aiCOxmYjpYniSU3s755+F6CvWlxppbdyOvagDze/eKCUhe4zh5QoF4rtI9xCq68R3ULYpG7pDxnsNmErlFwovtQ90z3xgfWAWJLCxyZmITc60/tgGKGfuwbHTh5Ce2dOk9VN7PITSUzPgHZ0G06cjp0OeaWa1kKm81Ph50j4ICgVCPE2v2HYFPohefATR5odIZooM8MbGGT1NSnI2zeyJH6pq0CfZsWXn5YAJkwsJDotG8Ej7TJJ6m63ThV+ePoToMMddEo8pO6HTrWM46RGPRIcd1T0ICgW6PTKz2TIvtXT9mLtPXmX1PhQeHuisk66lM2XCauB1G7TOSCAxLQ+l+55Fu6BYtKxXJz+Z9z0udQgGqX38oRtWiOpDqxGGXxCn7W/2PnblrMDNqkPIyx/U6nq1tbWIi4sDAFRWVkKqB0Tt7ph/aU/3t5G54xnsyVne6qB5/8AQ+Af2NvkYgkKBvLEvWhGlKzA/6W28x/zJhEMj4wwuD+/cHSg1e3d3kH8XWGfRJdK01r+UCD+kRJjXUujrpcTVG7csCUtWmDDJkRvNlRHswGQJAIKe/Bglm1YjqeBphx7XHrx9Xa+PsDWMdc9zZr7+QSiJGIvuVX+ROhSL5I0uljoEx7LjIPaA+Qdx5VoNQkLCzd5WO8j0SX8vXrxo9v5t6ZiyEzrdUXwlu2AMbt07AlonncTW1QgethvJERmXjDMjvoImMBQhFmzf9f6x+GnfKpzzz4I0fQDIFL4qJkxETickvANCJrRStccJ7M59DQ3Xa5AbzTYyllYnd6HyUhsdj+NK6nsuaLFMKXGyFJaQZtb6tR5y60p+J9HAK+nEGpgvzVTeGl9EFR1GtJNVb3Q3cjjPbIFnmcRuCu43C3NJ/DQAQFnoYxJHYhuqcNtM3GuqnAETkfvosw49pi1cE6Qvc+ucWi8FbUulyfNwGb5QDjE8qaucXAztbtX2v3Vuu8w5ubdLUw/j3PhyBIZGmLT+vt7/jcPtukL9+Pt2jkw6mgBp5jMyxtlK3ZPzYguTRHZlL0doxWr4Dn8HP/7tccSI53AyuI9FzdLO4CICEIIraBAF5I1Zih9PjURugnMXVz3y0Hr8eqIcufdLP8eHnB24dy08v3kZnkOtH1NErStNnoc8K7bPG/k8xMb5CJTBTcjF4BwkXThp9POsscut2r920BTs9fZD1o5p2Oedy4H/ciGjVuOg9lFmrZ/RdxjQd5idorEVy/59d+e+hpuXf0KegXL6RO6ACZNEtIOfBgY3jaP5ZcoWlO/4BOkPjJc2KDu6NuJj/N+nz0NdUISOCgVikszr4iBHnbX3Adr7pA7DKtVP7kHYfzfNIeQXZP7YCFOk9RoK9OLTfEfIG/m81fuQyxPb9LGvoHRDJPJOvNHis/KAAci1svKfoFAg64HRqO/1CNI9vdregMiN5QyYaPdjVPmlIfpX66uCkry4yvBieXwzurngsGjkDn3G7jNzlwc+BADYE2/6AGBbiUvRImPeZnQ0seSrLJg5MagzCotOxPEhn+PIgP8H/yD3KxPq3Fp/UnxKmQAAqBOds9uv2scfeaOX2P04Ki+1DZNE179mENlLp/FrpA5BNgJccB4jZ8cWJjeinf4XnDm+D7pOmZbvREbdJewt4dEluPCnb3Ay5lFYN1pC3pwqiSWTacb+HeX/+yLC7n8Wls9E5T5/79Q04bNWq9W/JnIk/0BXHZRgGkEQ8OHEXNTWN6C9L1u95YYJkxtReHggtnO21GE4jdDIOIiLTqI9bxzICUXEJiNixv9IHYb98e/TZry9vbFz506pwyByWz07ul5PD9FF6uTxm4aoFXIZz2ErVxScu8nZCK7SAdwGjiqTAQC+3cfrl6U9MAFnFDEoC3lEoqjckyB4SB0CWem8uqPUIRh1SeHerU0kP2xhkiF1eEfgB6mjkIdDnhlI/W0fOvR9QupQnNrB+/8Hwtcr4fPoW1KHQmSxhLnf4nz1j0iJSdIv89b4InbRQSu6HVrvAoLQHpcQl3O/hFE4VnK3fjj6VTJqNLHoJnUwZBEx4z9QdrkXglN6Iant1R3i8IPrcGv7Kwh87HWpQyFqhgmTDHXtOQRlVUfhG5eFLlIHI7GUedtw9dqviPIPkjoUp9Y1fxCQP0jqMGxOqWyHnxEIjViH8NjOUodDdtbOU4XwGLnc2v0uYMEP+LX2KoKdvHBKXV0dunRp+tY5fPgwIrIHAsdeAQBU3PMuMu9YV9nOE8kLyx0fJNmMIAjQPd5yomApdcl7EMh7UOowiFpgwiRDgkIhu4uYVBQeHvCVVbJk+0Hw+3r9F+K/mYWTPVYgy+Z7d22CQoGA54+isbEBnioOkiVpeKq8XOL8E0URZ86c0b+O7ZyN/xtbCv+QcGT6sTsvEZlvQf8UzFpXgXHdpewHYD0mTGSS3b59kXN1G5T3zJI6FJeTce9wiH0eQ5aLjZdylHaezlk2m8gZRCWkSB0CETmxIVlRyE8KQYiPp9ShWIUJE5kk+9n1uPxLNVJDI6QOxSW5WnEJcrySiNEuXf5ecKMpDYgcIT67n9QhkJsI9XX+B5tMmMgkgkKBQCZLRI4nNra5ym8LqtHdHl3CFPyKIHJVASHhUodA5DT4WJuIyMnZa/xM+oBJOK2IQ2nYSLvsn4iIyBnw8SERERnkrfFF/KJ9iJc6ECIiIgkxYSIickoc00O2JQiCvqy4VGPGBAUnxCUi+WHCRERERFCr1Th06JAkxy4LfQyamhNIyRsgyfGJiFrDhImIiIgkpZv2Z6lDICIyikUfiIiIiNxAXUAnqUMgckpMmIiIZCzq/mkAgAq1K8+y1DaRX1d2V1dXh9TUVKSmpqKurk7qcMgO0kYtQ0nEaBwb/L9Sh0LkVNglj4hIQiqfwFY/j0lKQ23hGWRo/BwUEbkrURRx+PBh/WtyPRrfAHSfvFrqMIicDhMmIiIJlHddjIZLp5GX2avNdTW+AfYPiIiIiAxiwkREJIHcx2ZLHQIRERGZwOk6hdfX1yMzMxOCIKCiokLqcIiIiIiIyIU5XcI0d+5cREZGSh0GERERERG5AadKmDZt2oTNmzfjlVdekToUIiIiIiJyA04zhqm6uhpPPfUUNmzYALVabdI29fX1qK+v17+vqamxV3jkJtR+wVKHQAQAuOUXA/wqdRTkSgRBQGxsrP41ERE1cYqESRRFjB8/HlOmTIFWq0VlZaVJ27388stYsmSJfYMjtxKd1BWlyXOh9AmBVupgyK1lPr4YZe/9DHXGEKRJHYwD8Abe/tRqtcnfr0RE7kTSLnnz58+HIAit/hw5cgSrVq3C1atXsWDBArP2v2DBAvz666/6nx9//NFOvwm5k7yRf4B20GSpwyAnc0CVDQDY59XNJvvz1vhC98wHSOs11Cb7IyIiIsMkbWEqLCzE+PHjW10nISEBX331FUpKSqBSqZp9ptVqMWrUKHzwwQcGt1WpVC22ISKSQocp/0T59r+hc99RUodCREREZpA0YQoNDUVoaGib67311ltYunSp/v25c+dQUFCAdevWQafT2TNEIiKb8A8MQe7QGVKHQWTU9evX0atX00TK33zzDby9vSWOiIhIHpxiDFOHDh2avffx8QEAJCYmIjo6WoqQiIiIXEpjYyN27dqlf01ERE2cqqw4ERERERGRIzlFC9Pd4uLiIIqi1GEQEREREZGLYwsTERERERGREUyYiIiIiIiIjGDCREREREREZIRTjmEiIiIi2wsJCZE6BCIi2WHCRERERNBoNPj555+lDoOISHbYJY+IiIiIiMgIJkxERERERERGMGEiIiIiXL9+HX369EGfPn1w/fp1qcMhIpINjmEiIiLZi+56j9QhuLzGxkZ8/fXX+tdERNSECRMREclWzaxTqLt6GeGRcVKHQkREbooJExERyZZfQDD8AoKlDoOIiNwYxzAREREREREZwYSJiIiIiIjICCZMRERERERERnAMExEREQEA1Gq11CEQEckOEyYiIiKCRqNBbW2t1GEQEckOu+QREREREREZwYSJiIiIiIjICCZMREREhBs3bmDgwIEYOHAgbty4IXU4RESywTFMREREhIaGBmzcuFH/moiImrCFiYiIiIiIyAgmTEREREREREYwYSIiIiIiIjKCCRMREREREZERTJiIiIiIiIiMcKsqeaIoAgBqamokjoSIiEheamtr9a9rampYKY+IXN7tnOB2jmCMWyVMV69eBQDExMRIHAkREZF8RUZGSh0CEZHDXL16Ff7+/kY/F8S2UioX0tjYiHPnzsHX1xeCIEgaS01NDWJiYvDjjz/Cz89P0ljIOfCcIXPxnCFz8Zwhc/GcIXPI7XwRRRFXr15FZGQkFArjI5XcqoVJoVAgOjpa6jCa8fPzk8UJQ86D5wyZi+cMmYvnDJmL5wyZQ07nS2stS7ex6AMREREREZERTJiIiIiIiIiMYMIkEZVKhcWLF0OlUkkdCjkJnjNkLp4zZC6eM2QunjNkDmc9X9yq6AMREREREZE52MJERERERERkBBMmIiIiIiIiI5gwERERERERGcGEiYiIiIiIyAgmTBJ46aWX0KNHD6jVagQEBBhcRxCEFj//+Mc/HBsoyYYp58zZs2cxcOBAqNVqtG/fHs899xxu3brl2EBJtuLi4lpcU5YvXy51WCQjq1evRlxcHLy8vKDT6VBeXi51SCRTxcXFLa4nnTt3ljoskpFvvvkGgwYNQmRkJARBwIYNG5p9LooiFi1ahIiICHh7e6Nfv344fvy4NMGagAmTBH777TcMGzYMTz/9dKvrvf/++6iqqtL/DBkyxDEBkuy0dc40NDRg4MCB+O2337Bjxw588MEHWLt2LRYtWuTgSEnOXnjhhWbXlGeeeUbqkEgm1q1bh9mzZ2Px4sXYs2cPMjIyUFBQgAsXLkgdGslUampqs+vJd999J3VIJCO1tbXIyMjA6tWrDX6+YsUKvPXWW3j33XdRVlYGjUaDgoIC3Lhxw8GRmkgkybz//vuiv7+/wc8AiJ988olD4yH5M3bObNy4UVQoFOL58+f1y9asWSP6+fmJ9fX1DoyQ5Co2NlZ8/fXXpQ6DZCo3N1ecNm2a/n1DQ4MYGRkpvvzyyxJGRXK1ePFiMSMjQ+owyEncfU/b2NgohoeHiytXrtQvu3LliqhSqcS///3vEkTYNrYwydi0adMQEhKC3NxcvPfeexA5ZRYZUVJSgrS0NISFhemXFRQUoKamBocOHZIwMpKT5cuXIzg4GFlZWVi5ciW7bBKAphbs3bt3o1+/fvplCoUC/fr1Q0lJiYSRkZwdP34ckZGRSEhIwKhRo3D27FmpQyIncfr0aZw/f77ZNcff3x86nU621xyl1AGQYS+88ALuvfdeqNVqbN68GVOnTsW1a9cwY8YMqUMjGTp//nyzZAmA/v358+elCIlkZsaMGcjOzkZQUBB27NiBBQsWoKqqCq+99prUoZHELl68iIaGBoPXkCNHjkgUFcmZTqfD2rVrkZycjKqqKixZsgQ9e/bEwYMH4evrK3V4JHO370sMXXPkes/CFiYbmT9/vsFCDXf+mPPFU1RUhPz8fGRlZWHevHmYO3cuVq5cacffgBzN1ucMuR9zzqHZs2ejT58+SE9Px5QpU/Dqq69i1apVqK+vl/i3ICJn079/fwwbNgzp6ekoKCjAxo0bceXKFXz00UdSh0ZkF2xhspHCwkKMHz++1XUSEhIs3r9Op8OLL76I+vp6qFQqi/dD8mHLcyY8PLxFRavq6mr9Z+SarDmHdDodbt26hcrKSiQnJ9shOnIWISEh8PDw0F8zbquurub1g0wSEBCATp064cSJE1KHQk7g9nWluroaERER+uXV1dXIzMyUKKrWMWGykdDQUISGhtpt/xUVFQgMDGSy5EJsec50794dL730Ei5cuID27dsDALZs2QI/Pz906dLFJscg+bHmHKqoqIBCodCfL+S+PD09kZOTg61bt+qrsTY2NmLr1q2YPn26tMGRU7h27RpOnjyJMWPGSB0KOYH4+HiEh4dj69at+gSppqYGZWVlbVaQlgoTJgmcPXsWly5dwtmzZ9HQ0ICKigoAQFJSEnx8fPDZZ5+huroaeXl58PLywpYtW7Bs2TLMmTNH2sBJMm2dMw888AC6dOmCMWPGYMWKFTh//jwWLlyIadOmMckmlJSUoKysDH379oWvry9KSkrw7LPPYvTo0QgMDJQ6PJKB2bNnY9y4cdBqtcjNzcUbb7yB2tpaTJgwQerQSIbmzJmDQYMGITY2FufOncPixYvh4eGBkSNHSh0aycS1a9eatTiePn0aFRUVCAoKQocOHTBr1iwsXboUHTt2RHx8PIqKihAZGSnfKXSkLtPnjsaNGycCaPGzbds2URRFcdOmTWJmZqbo4+MjajQaMSMjQ3z33XfFhoYGaQMnybR1zoiiKFZWVor9+/cXvb29xZCQELGwsFC8efOmdEGTbOzevVvU6XSiv7+/6OXlJaakpIjLli0Tb9y4IXVoJCOrVq0SO3ToIHp6eoq5ubliaWmp1CGRTI0YMUKMiIgQPT09xaioKHHEiBHiiRMnpA6LZGTbtm0G71vGjRsnimJTafGioiIxLCxMVKlU4n333ScePXpU2qBbIYgia1UTEREREREZwip5RERERERERjBhIiIiIiIiMoIJExERERERkRFMmIiIiIiIiIxgwkRERERERGQEEyYiIiIiIiIjmDAREREREREZwYSJiIiIiIjICCZMRETkkoqLi5GZmWn2dn369MGsWbNsHk9biouLIQgCBEHAG2+8oV8uCAI2bNhgdLvKykr9dpb8vkRE1DomTERE1Krz589j5syZSEpKgpeXF8LCwpCfn481a9agrq5O6vAstn37dgiCgCtXrjRbvn79erz44ouSxJSamoqqqipMmjTJ5G1iYmJQVVWFwsJCO0ZGROS+lFIHQERE8nXq1Cnk5+cjICAAy5YtQ1paGlQqFQ4cOIA//elPiIqKwuDBgw1ue/PmTbRr187BEVsvKChIsmMrlUqEh4ebtY2HhwfCw8Ph4+Njp6iIiNwbW5iIiMioqVOnQqlUYteuXRg+fDhSUlKQkJCAhx9+GF988QUGDRqkX1cQBKxZswaDBw+GRqPBSy+9BABYs2YNEhMT4enpieTkZHz44Yf6bW53J6uoqNAvu3LlCgRBwPbt2wH83hK0detWaLVaqNVq9OjRA0ePHm0W6/LlyxEWFgZfX19MnDgRN27cMPp7VVZWom/fvgCAwMBACIKA8ePHA2jZJS8uLg5Lly7F2LFj4ePjg9jYWHz66af4+eef8fDDD8PHxwfp6enYtWtXs2N899136NmzJ7y9vRETE4MZM2agtrbW5H/7O128eBFDhw6FWq1Gx44d8emnn1q0HyIiMh8TJiIiMuiXX37B5s2bMW3aNGg0GoPrCILQ7H1xcTGGDh2KAwcO4IknnsAnn3yCmTNnorCwEAcPHsTkyZMxYcIEbNu2zex4/vCHP+DVV1/Frl27oFQq8cQTT+g/++ijj1BcXIxly5Zh165diIiIwDvvvGN0XzExMfj4448BAEePHkVVVRXefPNNo+u//vrryM/Px969ezFw4ECMGTMGY8eOxejRo7Fnzx4kJiZi7NixEEURAHDy5Ek8+OCDePTRR7F//36sW7cO3333HaZPn2727w0AS5YswfDhw7F//34MGDAAo0aNwqVLlyzaFxERmUkkIiIyoLS0VAQgrl+/vtny4OBgUaPRiBqNRpw7d65+OQBx1qxZzdbt0aOH+NRTTzVbNmzYMHHAgAGiKIri6dOnRQDi3r179Z9fvnxZBCBu27ZNFEVR3LZtmwhA/PLLL/XrfPHFFyIA8fr166IoimL37t3FqVOnNjuOTqcTMzIyjP5+t/d7+fLlZst79+4tzpw5U/8+NjZWHD16tP59VVWVCEAsKirSLyspKREBiFVVVaIoiuLEiRPFSZMmNdvvt99+KyoUCn3Md1u8eLHBeAGICxcu1L+/du2aCEDctGmTSdsTEZF12MJERERmKS8vR0VFBVJTU1FfX9/sM61W2+z9Dz/8gPz8/GbL8vPz8cMPP5h93PT0dP3riIgIAMCFCxf0x9HpdM3W7969u9nHMOXYYWFhAIC0tLQWy27Hs2/fPqxduxY+Pj76n4KCAjQ2NuL06dNWHV+j0cDPz09/LCIisi8WfSAiIoOSkpIgCEKLsUIJCQkAAG9v7xbbGOu6Z4xC0fTcTvx3VzagqViEIXcWkLjdFbCxsdGs41nK0LFbi+fatWuYPHkyZsyY0WJfHTp0sOr4t4/nqN+diMjdsYWJiIgMCg4Oxv3334+3337b4mIFKSkp+P7775st+/7779GlSxcAQGhoKACgqqpK//mdBSDMOU5ZWVmzZaWlpa1u4+npCQBoaGgw+3htyc7OxuHDh5GUlNTi5/ZxiYjIObCFiYiIjHrnnXeQn58PrVaL4uJipKenQ6FQYOfOnThy5AhycnJa3f65557D8OHDkZWVhX79+uGzzz7D+vXr8eWXXwJoaqXKy8vD8uXLER8fjwsXLmDhwoVmxzlz5kyMHz8eWq0W+fn5+Otf/4pDhw7pW8MMiY2NhSAI+PzzzzFgwAB4e3vbrDT3vHnzkJeXh+nTp+PJJ5+ERqPB4cOHsWXLFrz99ts2OQYRETkGW5iIiMioxMRE7N27F/369cOCBQuQkZEBrVaLVatWYc6cOW1O8DpkyBC8+eabeOWVV5Camoo//vGPeP/999GnTx/9Ou+99x5u3bqFnJwczJo1C0uXLjU7zhEjRqCoqAhz585FTk4Ozpw5g6effrrVbaKiorBkyRLMnz8fYWFhFlewMyQ9PR1ff/01jh07hp49eyIrKwuLFi1CZGSkzY5BRESOIYh3dhwnIiIiSRQXF2PDhg0WdUm0xfZERGQYW5iIiIhk4sCBA/Dx8Wl1Dqm7nT17Fj4+Pli2bJkdIyMicl9sYSIiIpKBS5cu6SejDQ0Nhb+/v0nb3bp1C5WVlQAAlUqFmJgYe4VIROSWmDAREREREREZwS55RERERERERjBhIiIiIiIiMoIJExERERERkRFMmIiIiIiIiIxgwkRERERERGQEEyYiIiIiIiIjmDAREREREREZwYSJiIiIiIjIiP8PA1u1iTKBLrcAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "overall_data = np.random.randn(len(data_times))\n", "\n", "\n", "def plot_available_data_after_packet(i: int) -> None:\n", " \"\"\"Plot the available data after a given packet index.\"\"\"\n", "\n", " mask = masks[i]\n", " time = telemetry.reception_times[i]\n", "\n", " plt.figure(figsize=(10, 5))\n", " plt.plot(data_times / 3600, overall_data, label=\"Overall data\")\n", " plt.plot(\n", " data_times[mask] / 3600,\n", " overall_data[mask],\n", " label=\"Available data\",\n", " )\n", " plt.axvline(0, color=\"black\", linestyle=\"--\", label=\"Start of telemetry session\")\n", " plt.legend()\n", " plt.xlabel(\"Ground time [h]\")\n", " plt.ylabel(\"Data\")\n", " plt.title(f\"Available data at t={time:.1f} s (packet {i})\")\n", "\n", "\n", "plot_available_data_after_packet(34)\n", "plot_available_data_after_packet(123)\n", "plot_available_data_after_packet(285)" ] } ], "metadata": { "kernelspec": { "display_name": "chopchop-ZeIEk3sG-py3.13", "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": "3.11.11" }, "papermill": { "default_parameters": {}, "duration": 33.453093, "end_time": "2025-03-05T12:24:08.548911", "environment_variables": {}, "exception": null, "input_path": "notebooks/examples.ipynb", "output_path": "docs/examples.ipynb", "parameters": {}, "start_time": "2025-03-05T12:23:35.095818", "version": "2.6.0" } }, "nbformat": 4, "nbformat_minor": 5 }