{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial 3a - Common aberration analyses" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "nbsphinx-toctree" ] }, "source": [ "### June 2024" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial demonstrates the various aberration plots and analyses that can be performed in Optiland. Namely, we cover:\n", "\n", "- Spot diagrams\n", "- Ray fans\n", "- Y-Ybar plots\n", "- Distortion / Grid distortion plots\n", "- Field curvature plots" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:15:45.855720Z", "iopub.status.busy": "2026-03-24T10:15:45.855253Z", "iopub.status.idle": "2026-03-24T10:15:49.375454Z", "shell.execute_reply": "2026-03-24T10:15:49.372332Z" } }, "outputs": [], "source": [ "from optiland import analysis\n", "from optiland.samples.objectives import CookeTriplet" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:15:49.380106Z", "iopub.status.busy": "2026-03-24T10:15:49.379487Z", "iopub.status.idle": "2026-03-24T10:15:49.821102Z", "shell.execute_reply": "2026-03-24T10:15:49.819860Z" } }, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens = CookeTriplet()\n", "lens.draw()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Spot Diagram" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:15:49.826225Z", "iopub.status.busy": "2026-03-24T10:15:49.825790Z", "iopub.status.idle": "2026-03-24T10:15:52.998451Z", "shell.execute_reply": "2026-03-24T10:15:52.995623Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " [,\n", " ,\n", " ])" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "spot = analysis.SpotDiagram(lens)\n", "spot.view()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:15:53.011937Z", "iopub.status.busy": "2026-03-24T10:15:53.011155Z", "iopub.status.idle": "2026-03-24T10:15:53.019898Z", "shell.execute_reply": "2026-03-24T10:15:53.017557Z" } }, "outputs": [], "source": [ "fields = lens.fields.get_field_coords()\n", "wavelengths = lens.wavelengths.get_wavelengths()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:15:53.026724Z", "iopub.status.busy": "2026-03-24T10:15:53.026110Z", "iopub.status.idle": "2026-03-24T10:15:53.089928Z", "shell.execute_reply": "2026-03-24T10:15:53.088427Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Geometric Spot Radius:\n", "\tField (0.0, 0.0), Wavelength 0.480 µm, Radius: 0.00597 mm\n", "\tField (0.0, 0.0), Wavelength 0.550 µm, Radius: 0.00629 mm\n", "\tField (0.0, 0.0), Wavelength 0.650 µm, Radius: 0.00932 mm\n", "\tField (0.0, 0.7), Wavelength 0.480 µm, Radius: 0.03928 mm\n", "\tField (0.0, 0.7), Wavelength 0.550 µm, Radius: 0.04075 mm\n", "\tField (0.0, 0.7), Wavelength 0.650 µm, Radius: 0.04772 mm\n", "\tField (0.0, 1.0), Wavelength 0.480 µm, Radius: 0.01891 mm\n", "\tField (0.0, 1.0), Wavelength 0.550 µm, Radius: 0.02250 mm\n", "\tField (0.0, 1.0), Wavelength 0.650 µm, Radius: 0.03655 mm\n" ] } ], "source": [ "print(\"Geometric Spot Radius:\")\n", "\n", "geo_spot_radius = spot.geometric_spot_radius()\n", "for i, field in enumerate(fields):\n", " for j, wavelength in enumerate(wavelengths):\n", " print(\n", " f\"\\tField {field}, Wavelength {wavelength:.3f} µm, \"\n", " f\"Radius: {geo_spot_radius[i][j]:.5f} mm\",\n", " )" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:15:53.094602Z", "iopub.status.busy": "2026-03-24T10:15:53.093937Z", "iopub.status.idle": "2026-03-24T10:15:53.143234Z", "shell.execute_reply": "2026-03-24T10:15:53.142081Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RMS Spot Radius:\n", "\tField (0.0, 0.0), Wavelength 0.480 µm, Radius: 0.00379 mm\n", "\tField (0.0, 0.0), Wavelength 0.550 µm, Radius: 0.00429 mm\n", "\tField (0.0, 0.0), Wavelength 0.650 µm, Radius: 0.00620 mm\n", "\tField (0.0, 0.7), Wavelength 0.480 µm, Radius: 0.01582 mm\n", "\tField (0.0, 0.7), Wavelength 0.550 µm, Radius: 0.01692 mm\n", "\tField (0.0, 0.7), Wavelength 0.650 µm, Radius: 0.01922 mm\n", "\tField (0.0, 1.0), Wavelength 0.480 µm, Radius: 0.01324 mm\n", "\tField (0.0, 1.0), Wavelength 0.550 µm, Radius: 0.01212 mm\n", "\tField (0.0, 1.0), Wavelength 0.650 µm, Radius: 0.01365 mm\n" ] } ], "source": [ "print(\"RMS Spot Radius:\")\n", "\n", "rms_spot_radius = spot.rms_spot_radius()\n", "for i, field in enumerate(fields):\n", " for j, wavelength in enumerate(wavelengths):\n", " print(\n", " f\"\\tField {field}, Wavelength {wavelength:.3f} µm, \"\n", " f\"Radius: {rms_spot_radius[i][j]:.5f} mm\",\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ray fans" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:15:53.147552Z", "iopub.status.busy": "2026-03-24T10:15:53.146652Z", "iopub.status.idle": "2026-03-24T10:15:57.937816Z", "shell.execute_reply": "2026-03-24T10:15:57.936736Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " [,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fan = analysis.RayFan(lens)\n", "fan.view()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Y-Ybar plot" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:15:57.942156Z", "iopub.status.busy": "2026-03-24T10:15:57.941880Z", "iopub.status.idle": "2026-03-24T10:15:58.595318Z", "shell.execute_reply": "2026-03-24T10:15:58.591478Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "yybar = analysis.YYbar(lens)\n", "yybar.view()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Distortion" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:15:58.602534Z", "iopub.status.busy": "2026-03-24T10:15:58.601478Z", "iopub.status.idle": "2026-03-24T10:15:59.292412Z", "shell.execute_reply": "2026-03-24T10:15:59.291655Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "distortion = analysis.Distortion(lens)\n", "distortion.view()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Grid distortion" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:15:59.295818Z", "iopub.status.busy": "2026-03-24T10:15:59.295303Z", "iopub.status.idle": "2026-03-24T10:16:00.174691Z", "shell.execute_reply": "2026-03-24T10:16:00.173549Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "grid = analysis.GridDistortion(lens)\n", "grid.view()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Field Curvature" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:16:00.179357Z", "iopub.status.busy": "2026-03-24T10:16:00.178574Z", "iopub.status.idle": "2026-03-24T10:16:00.588792Z", "shell.execute_reply": "2026-03-24T10:16:00.587991Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "field_curv = analysis.FieldCurvature(lens)\n", "field_curv.view()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "RMS Spot Size vs. Field" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:16:00.592377Z", "iopub.status.busy": "2026-03-24T10:16:00.592099Z", "iopub.status.idle": "2026-03-24T10:16:04.749145Z", "shell.execute_reply": "2026-03-24T10:16:04.744292Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAqwAAAG4CAYAAACAbbUgAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvc2/+5QAAAAlwSFlzAAAPYQAAD2EBqD+naQAAsQJJREFUeJzs3QdUFFcXB/A/S+9SREQR7BXFBvbeNZZo7CXGEo3dxNj7lxi7Rk3U2Fsssffee1cs2ECQJr333e/ct+4Kigqyyy5wf+fs2dmZ2ZnH0O6+ue8+HZlMJgNjjDHGGGNaSqLpBjDGGGOMMfY5HLAyxhhjjDGtxgErY4wxxhjTahywMsYYY4wxrcYBK2OMMcYY02ocsDLGGGOMMa3GAStjjDHGGNNqHLAyxhhjjDGtpqfpBuRlUqkU/v7+MDc3h46OjqabwxhjjGUazSsUHR0NBwcHSCTcv8U0iwNWNaJg1dHRUdPNYIwxxr6ar68vihYtqulmsHyOA1Y1op5V4uXlBWtra003J89ITk7GiRMn0KJFC+jr62u6OXkKX1v14WurHnxd1ScsLAzFixdX/i9jTJM4YFUjRRoA/bJbWFhoujl56h+UiYmJuKb8D0q1+NqqD19b9eDrqt5rSziljWkDTkphjDHGGGNajQNWxhhjjDGm1ThgZYwxxhhjWo0DVsYYY4wxptU4YGWMMcYYY1qNA1bGGGOMMabVOGBljDHGGGNajQNWxhhjjDGm1ThgZYwxxhhjWo0DVsYYY4wxptU4YGWMMZYvxCbHwjfaF9FJ0ZDJZJpuDmMsC/SysjNjjDGmzVKkKXgS+gSvo1/DN8pXBKj08In2QVhCmHI/A4kBbIxtYG1kLZ5tjGxQxKwImhRrgtJWpTX6NTDGPsYBK2OMsVxNKpPiVtAtnPI9hVM+p9IFph8y1DVEYmoikqRJCIgNEI+0lt9bjlIFSqF18dZo7dwajhaOOfAVMMa+hANWxhhjuTJIvR98H0deHsHhqMOIPh2t3GZhYIEyVmXgaO6IYhbFUNS8qFimB22LT4kXQW1ofKjyOTQhFA9DHuKS3yW8iHiBZXeXiUclm0poVbyVCGDtTOw0+jUzlp9xwMoYYyzXSEpNwq5nu7Dx0cZ0vaPm+uZo5tQMrZxbwa2wG/Qkn/73ZqxnLG7/0+NDkYmROONzBke9juJ64HV4hHqIx593/sSgyoMwoNIA6Ovqq+3rY4xljANWxhhjWi9Zmoz9L/Zj1YNVCIwNFOtM9U3RqEgjWAdbY3i74TAxMsn2eSwNLdGpdCfxCIkPwcnXJ3Ho5SE8CHmAFfdWiEB2eu3pqFaomgq+KsZYZnHAyhhjTGulSlNxxOsI/rr3F97EvBHr6Nb8j5V/RIdSHSCRSnDkyBG19HraGtuiR7ke6F62uwhU596ci1eRr9DvWD98V+Y7jK4+WqQYMMbUjwNWxhhjWofKTtEAquV3l4sgkdCI/kEug/Bd2e/E4ClFz6u66ejooE2JNqhbpC4W3V6EPc/3iLSEs75nMcFtAlo4tRD7MMbUhwNWxhhjWiUoNggzr87ERb+L4jX1Yv5Q6QfR22min/3b/tlJF5hZZya+KfGNaJ93lDd+Of8Lmjg2wZz6czTaNsbyOp44gDHGmNb0qh54eQCdDnQSwaq+RF/c+j/W+RgGuAzQmoCwhn0N7G6/G0OrDBVtPON7BkNPDRUTEjDG1IMDVsYYYxoXHBeMkWdGYvKlySLwo3JSu77ZheFVh8PcwBzaxkDXAD+5/oR1LdeJCgV33t7BwBMDEZ4QrummMZYnccDKGGNMo72qh14dQsf9HXHuzTlRjmpUtVHY3GYzShYoCW3naueKda3Wifzax6GP0f9YfxF8M8ZUiwNWxhhjGkE1T8ecG4OJFyciKikKFWwqYGe7nRjoMvCzdVS1TTnrcljfar2oXvAy8qWoIuAX46fpZjGWp3DAyhhjLMe9CH+Bnod74rTPaRGcDncdji1ttqC0VWnkRiUsS2Bjq41iMgLfaF/0PdpXWd2AMZZ9HLAyxhjLUaden0KvI73gE+0DB1MHbG2zFT9W+VEMYMrNaApYClopeH0b91akB3iGeWq6WYzlCRywMsYYyxFSmRTL7i4TaQBxKXFws3fD9nbbRSpAXlHItJBIDyhvXR5hCWEYfHKwKNPFGMseDlgZY4ypHY38pyoAqx+sFq97l++NVc1XwcrICnkNDcBa03INylqVFUHrz+d/RnKq+ic4YCwv44CVMcaYWr2KeCXyVc+/OS9mqPq93u8Y7zY+Vw2syiqa7GBxo8Wi5NX94PtihizG2NfjgJUxxpja3Ay8KfJVaVYoe1N7bGy9Ed+U/Ab5gaOFI36r95tY3vJkC455HdN0kxjLtThgZYwxphZUAWDIySGISY5BNbtq2N52OyraVER+0rhYYwyoNEAsT78yXfQ2M8ayjgNWxhhjKrf3+V6MPTcWSdIkNHZsLPJVbYxtkB/RbF00wIwGmokBZ8lxmm4SY7mOVgSsK1asgLOzM4yMjODu7o4bN258dv9du3ahXLlyYn8XFxccOXJEuS05ORnjx48X601NTeHg4IC+ffvC398/3THCwsLQq1cvWFhYoECBAhgwYABiYmLS7fPgwQPUr19fnMfR0RHz5s1T8VfOGGN5b+aqtQ/XYtqVaaIqQKdSnbCo0SIY6Rkhv6Jc3bkN5sLO2E7UZp1xZYa4ToyxXBSw7tixA2PHjsX06dNx584dVKlSBS1btsTbt28z3P/KlSvo0aOHCDDv3r2Ljh07ioeHh4fYHhcXJ44zdepU8bxnzx54enqiffv26Y5DweqjR49w8uRJHDp0CBcuXMDgwYOV26OiotCiRQs4OTnh9u3bmD9/PmbMmIHVq+UjXBljjKVHAerCWwux5M4S8fqHSj9gZp2ZeXpwVWbZGttiQaMF0NPRw1Hvo9j2dJumm8RY7iLTMDc3N9mwYcOUr1NTU2UODg6yOXPmZLh/165dZW3btk23zt3dXfbjjz9+8hw3btygj7Ky169fi9ePHz8Wr2/evKnc5+jRozIdHR2Zn5+feP3XX3/JrKysZImJicp9xo8fLytbtmymv7bIyEhxnpCQkEy/h31ZUlKSbN++feKZqRZfW/XJ69c2KTVJNuniJFmlDZXEY4PHhpw5by67rpsfbRbXx3WTq+xu0F2ZNqP/XfQ/jP6XMaZpGu1hTUpKEr2XzZo1U66TSCTi9dWrVzN8D61Puz+hHtlP7U8iIyOho6Mjbv0rjkHLNWrUUO5Dx6RzX79+XblPgwYNYGBgkO481FsbHh6eja+aMcbylqTUJJGveuDlAejq6OJ/df+HfhX7abpZWqlX+V5o6dwSKdIUTLw4EYmpiZpuEmO5gkbv04SEhCA1NRWFChVKt55eP336NMP3BAYGZrg/rc9IQkKCyGmlNALKV1Ucw87OLt1+enp6sLa2Vh6HnosXL/7ReRTbrKw+LnadmJgoHmnTChR5tfRgqqG4lnxNVY+vrfrk1WtLBfHHXRqHC34XRI3VP+r+gYZFG+bY15kbr+uUmlNwN+gu3sS8wZr7azDY5X06mjbJTdeU5X15OrGIftm6du0qktv//vtvtZ9vzpw5mDlz5kfrz549CxMTE7WfP7+h/GOmHnxt1ScvXdtUWSq2x23Hk+Qn0IMeehj1QOyDWBx58H4gbE7Jbde1sU5j7MAOrHm4BibeJrDWtYa2oTEhjGkLjQastra20NXVRVBQ+nmW6bW9vX2G76H1mdlfEay+fv0aZ86cUfauKo7x4aCulJQUUTlAcZxPnUexLSMTJ04UA8jS9rBSdYHGjRvDxiZ/lnNRB/re0j+n5s2bQ19fX9PNyVP42qpPXru2ydJkTLw8EU8in8BAYoDFDRejduHaOd+OXHpdW8ta49WZV7gZdBO3LW6L66dtQkNDNd0ExrQjYKX80OrVq+P06dNipD+RSqXi9fDhwzN8T+3atcX20aNHK9fRHyta/2Gw+vz5c9G7+WGwSPtGRESI/Fk6P6Ggls5NZbUU+0yePFkcS/FHkM5TtmzZDNMBiKGhoXh8iN6fm/6Q5hZ8XdWHr6365IVrS/mXUy9PxRnfM9CX6GNpk6WoV6SeRtuUG6/rlFpT0PlAZ5z3O4+rQVfRoGgDaJPcdj1Z3qbxslbUI/nPP/9g48aNePLkCYYOHYrY2Fj0799fbKcaqtRzqTBq1CgcO3YMCxcuFHmuVGrq1q1bygCXAswuXbqIdVu3bhU5spRzSg8a5EXKly+PVq1aYdCgQaLm6+XLl8X7u3fvLuq2kp49e4qAmspnUfkrKr+1dOnSdD2ojDGW3ygGC514fUKUq1rSeInGg9XcqkSBEuhToY9YnnN9Dg/AYkybA9Zu3bphwYIFmDZtGlxdXXHv3j0RkCoGOPn4+CAgIEC5f506dbBt2zZRD5Vqtv7333/Yt28fKlWqJLb7+fnhwIEDePPmjThe4cKFlQ+q4apAwSxNPtC0aVO0adMG9erVS1dj1dLSEidOnICXl5fohf35559FG9PWamWMsfwkVZqKyZcm45j3MRGsLm60WOt6BXObH6v8KCYUoAFY6z3Wa7o5jGktHaptpelG5FWUw0qBL1VD4BxW1aFedJrdjD5o8C0r1eJrqz65/drSpACUBkClq6j4PRXBb1qsqaableuvKznqdRS/XvhVVFnY33E/ipgVgbbksNJYEyoNmXYcCGP5soeVMcaYdqN+jQW3FijrrM5rOE8rgtW8opVzK7jZu4mUgLk35mq6OYxpJQ5YGWOMfdZaj7XY/HizWJ5VdxaaOzXXdJPyFJrYZqLbRNFzfdb3LC6+uajpJjGmdThgZYwx9km7n+3G0jtLxfIvNX5B+5LtNd2kPKmUVSkxCxaZc4MHYDH2IQ5YGWOMZei0z2nMujZLLP9Q6QeeblXNhroORUHjgvCN9sWmR5s03RzGtAoHrIwxxj5yM/Amfj3/qxhs1alUJ4yu9r72NVMPU31TjKk+RixveLQBMUkxmm4SY1qDA1bGGGPpPAl9gpFnRiJJmoTGjo0xrfY0kWfJ1K9N8TZwtnBGVFIUdnju0HRzGNMaHLAyxhhT8o3yxdBTQxGTHIPqhapjXoN5ouYqyxm6El0MqjxILG96vAnxKfGabhJjWoEDVsYYY0J4QjiGnBqC0IRQlLUqi2VNlsFIz0jTzcp3WhdvLWqxhiWEYc/zPZpuDmNagQNWxhhjYlQ6pQH4RPuIYGll85UwNzDXdLPyJX2JvhjkRtZ5rENSqnxaccbyMw5YGWMsn6OBVVMuTcG94Hsw1zfHiqYrYGtsq+lm5WsdS3UUU7a+jXuL/S/3a7o5jGkcB6yMMZbPLbu7DMe8j4nC9YsbL0bJAiU13aR8z0DXAP0r9RfLax+uRYo0RdNNYkyjOGBljLF8PjHAmodrxPKMOjPgXthd001i73Qu0xnWRtbwi/HDUa+jmm4OYxrFAStjjOVTV/yuYPa12WJ5SJUh6FCqg6abxNIw1jNG3wp9xfI/D/9BqjRV001iTGM4YGWMsXzoWfgzjD0/FqmyVLQr0Q4/VflJ001iGehWtpsY/OYV6YVTPqc03RzGNIYDVsYYy2eC44Ix7PQwxCbHilqrM+vM5IkBtJSZgRl6l+8tllc/WA2ZTKbpJjGmERywMsZYPpKQkiDKVwXGBooZlZY2XioG+DDt1at8L5jomYhe8fNvzmu6OYxpBAesjDGWT1Dv3LQr0+AR6gFLQ0v81fQv8cy0G32PupfrLpb/efAP97KyfIkDVsYYyyeoGgCNNhflqxothqOFo6abxDKpT4U+MNQ1xIOQB7gacFXTzWEsx3HAyhhj+cAZnzP48+6fYnmi+0TUtK+p6SaxLKCJHDqX7iyWtzzeounmMJbjOGBljLE8zjPMExMuThDLPcr1QNeyXTXdJPYVepbvKZ4v+V2Cf4y/ppvDWI7igJUxxvKw0PhQMcgqPiVeTArwa81fkWdRbmdyPBAfLl/OY5wsnOBu7w4ZZNj9fLemm8NYjtLL2dMxxhjLKcmpyRh7biz8Y/1RzLwYFjZcCD1JLv6zT8Go323g9VXA/44ITPUSotAsIgh6T0cBidGAYgpTA3PApiRgUwqwLS1/Fq9LA4ZmyK26lO2C64HXsff5XjHZg75EX9NNYixH5OK/XIwxxj6FRpL/7/r/cOftHZjrm2NZ02W5ryJAQiTgcx14fRnwoSD1LpCalG4Xqh5rmtF7k6KBgHvyR7o36AKlWwCuPYEyrQC93FXSq6ljUzFda3B8MC74XkBTp6aabhJjOYIDVsYYy4O2Pd2GPc/3QKIjwbyG81DCsgRyBakU8DoP3F4PPD38vsdUwawQUKw2UKwWYOGAFF0TXLn9ELUbt4S+qRVgaA5QL3L4ayD0BRD6/N3zSyDkORAXAjw7Kn8YWwOVu8qDV/vKQC6YPEFfVx+dSnXCWo+12PlsJwesLN/ggJUxxvKYm4E3Mf/mfLE8tvpY1CtSD1ov5i1wbytweyMQ7vV+vXVJwIkC1HcP6xLpAktZcjLCn8YBtmUA/TS3x+3KyR8fCn4mP8/97UBMIHB9pfxRqBJQtQ9Qoz+gZwht1rlMZxGwXvG/At9oXziac3kylvdxwMoYY3lIQEwAfj73M1JlqWhboi36VugLrUUDo7wvAjfXvutNTZavN7QAKncDqn8P2FdS7TkLlgGazwSaTAVenQPubZGfO8gDODYeuLkGaLcYKF4f2ooC1DoOdUTAuvvZboyuPlrTTWJM7ThgZYyxPDTt6qizoxCeGI7y1uUxvfZ06GjrbW7KRz05DfC68H5dkRryHs6KnQCDDDNTVUdXDyjdTP6ICwM8dgPn58lTCDa2A6r0BFr8DzC1gTb6rsx3ImDd+2IvhrkOE6kCjOVlXNaKMcbyyCCrWVdn4UnYE1gZWmFJ4yUw1jOG1gn3Bv4bAKxuJA9WdQ2AGj8AQy4Bg04DVXurP1j9kIk14DYIGH5T3hYaynV/G7C8BnB3i1aWyGro2BAFjQsiLCEMZ3zPaLo5jKkdB6yMMZYHbH2yFQdfHYSuji4WNFwABzMHaBXqxTw2EVhWA/D4T76ObvsPvyW/BW/voukWAsYF5G0ZcFKe0xofBuwfBmxoBwR7arp16VA5q06lO4nlXZ67NN0cxtSOA1bGGMvlbgTcwIJbC8TyzzV+hlthN2iN1BTg8lJgqStw7S95nmqJxsCPF4BvVwNWTtA6jjWBweeA5rMAfRPg9SVgZX3g8X5oE5qqVQc6oi7r66jXmm4OY2rFAStjjOViNEXnL+d/EYOs2pVoh97le0NrvH0CrG0mz1VNjAQKuQC99wB99wGFq0CrUU5o3VHAT9fkAXZqIrCzH3B9NbQF9aIrKkD89+xdrzVjeZTGA9YVK1bA2dkZRkZGcHd3x40bNz67/65du1CuXDmxv4uLC44cOZJu+549e9CiRQvY2NiIwQb37qUvGu3t7S3WZ/SgYytktH379u0q/uoZYyx7g6xGnx2tfYOsqFf14kJgVQP54CojS6DDCnmvaqlcVjeUeoB7/QdU70+ZwsDRcfIAnOrFasngK7L/xX4kfTCpAmN5iUYD1h07dmDs2LGYPn067ty5gypVqqBly5Z4+/ZthvtfuXIFPXr0wIABA3D37l107NhRPDw8PJT7xMbGol69epg7d26Gx3B0dERAQEC6x8yZM2FmZobWrVun23f9+vXp9qNzMcaYtgyymn1tdrpBVkZ6RppuFvD2KbC2OXB6lnxWKppN6qfr8sFUEo33kXx9RQHKbW0yRf6aUhz2/gikaD5ArF+0PgqZFBIfWk69PqXp5jCmNhr967Fo0SIMGjQI/fv3R4UKFbBy5UqYmJhg3bp1Ge6/dOlStGrVCuPGjUP58uUxe/ZsVKtWDcuXL1fu06dPH0ybNg3NmjXL8Bi6urqwt7dP99i7dy+6du0qgta0ChQokG4/6tVljDFtsOvZLhx4eUDMZDW/4XzND7KSpgKXlrzrVb0D0DSwHf8GemwHLAoj16Oe6wbjgA5/yWfSergT2NoFSIjSaLP0JHoil1XxM8FYXqWxgDUpKQm3b99OF1hKJBLx+urVqxm+h9Z/GIhSj+yn9s8MagOlDVCv7YeGDRsGW1tbuLm5iSCaejQYY0zTHgQ/wJwbc8Ty6Gqj4V7YXbMNivQD1rcGTk2X53qWag4Muyaf8lQbUhRUqWovoOcOQN9UPoXs+jZAVIBGm0TVAuiDy62gW3gV8UqjbWEsz00cEBISgtTUVBQqVCjdenr99OnTDN8TGBiY4f60/mutXbtW9NbWqVMn3fpZs2ahSZMmosf3xIkT+OmnnxATE4ORI0d+8liJiYnioRAVJf/knZycLB5MNRTXkq+p6vG11f5rS3U3x54bixRpCpo4NkGvMr00+v3S8b4I3b2DoBMXApmhOVKb/Q+yKu8C1Rxol0Z+Zp0aAn32Q29HT+gEPYRsbQukfH8UMEv//ymn2BjYoL5DfZz3O489z/ZgVNVRKjku/x1g2iRfz3QVHx+Pbdu2YerUqR9tS7uuatWqIjd2/vz5nw1Y58yZI/JhP3T27FkR+DLVOnnypKabkGfxtdXOa0uVADbEbkBQShBsJbaoE1UHR48ehUbIZCj19ggq+O+EDmSINC6GG8VHIM7fCvA/mi9+Zk2cxqP2i7kwi/RBzD/f4HLpiUiVGEITHJLkKSH7nu5DSf+Sosc1u+Li4lTQMsZyecBKt9opnzQoKCjdenpN+aIZofVZ2f9L/vvvP/EL2bfvl+fapgoGlDNLPaiGhhn/QZo4caIYRJa2h5UGeTVu3FhULWBQ2ad++ufUvHlz6OvzdISqxNdWu6/tn/f+hNdjLzGD1cqWK1HCsgQ0IiEKuodGQOJ/WLyUVu4Ok1bz0Ihqlua3n9mwepBtaAWruFdok7AfqZ3XASoIFrOqSUoTHNhzAJEpkXB0c0SVgtkvGxYaGqqStjGWqwNWAwMDVK9eHadPn1aOvpdKpeL18OHDM3xP7dq1xfbRo0cr19EfKlr/tekA7du3R8GCBb+4L+W5WllZfTJYJbQto+30R5T/+aseX1f14WurfdeWRoBveLxBLM+uOxtlbctCI4IeAzt6A2Ev5dOqtp4LSfX+kGg4V1VjP7OFygHdtwGbOkDieQiSc/8DWszO8WbQ196kWBMx29kJ3xOo4VBDJcdkTFtoNCWAeiP79euHGjVqiIFNS5YsEbfeqWoAoZ7PIkWKiFvtZNSoUWjYsCEWLlyItm3birqot27dwurV7ws5h4WFwcfHB/7+/uK1p6d8Oj3FSH+FFy9e4MKFCx/VcSUHDx4UPbe1atUSlQEoKP7999/xyy+/qP2aMMbYh15FvsKUy/KSSv0q9ENL55aaaYjHbmD/cCA5DrAoCnTdBBStrpm2aBOnOvI6s3sGAVf+BGxKAtW/z/FmtC7eWgSsx72P49eav4oKAozlFRr9ae7WrRuCg4NFGSoaOOXq6opjx44pB1ZR4EmVAxRoYBTlnE6ZMgWTJk1C6dKlsW/fPlSqVEm5z4EDB5QBL+nevbt4plqvM2bMUK6nUf9FixYVkwxk9KmSJjQYM2aMqAxQqlQpZQkuxhjLSXHJcRhzdgxik2NRo1ANjK7+/g5TjqEKKTQRwJl3PYc081PntYAppzopVe4KhL0Czs0BDo0FChQDSjbJ0SbUcqiFAoYFxMC8G4E3UMch/WBixnIzHRnXalIbymG1tLQUFRE4h1W1OWvUM96mTRu+ZaVifG2169rSn+fxF8bjqPdR2BnbYcc3O2BrbIsclZoMHB4L3Nkkf117ONB8FiDRhTbQqp9Z+ndKEwo82AEYWgADTgB25XO0CbOvzsbOZzvRsVRHkTqS3RxWGm8SGRkJCwsLlbWRsa+RS6cdYYyxvG/b020iWNXT0cPCRgtzPlhNjAa2dZMHqzSQqM0CoOVvWhOsah3K422/DChWB0iMArZ2BWIynrlRnWkB5PTr0zxVK8tTOGBljDEtdO/tPSy4tUAsj60xFq52rjnbgCh/YF1r4OVpgEb/08AiN06L+iI9Q6D7VsC6JBDpA2zvBaSm5NjpqxWqBjsTO0QnR+OS36UcOy9j6sYBK2OMaRnKQfzl/C9icoAWTi3Qu3zvnG1AoAewphkQ9BAwtQO+PwyUlffcsUwwsQZ67ZJPT/vmBnBpUY6dmuqvtnJuJZaPemmoRi9jasABK2OMaZFUaarIWw2KC4KzhTNm1Z0FnZwsGfXqHLCuFRDlB1DprIGngCLVcu78eQVVCmgr7yHH+bmA/90cO3Wb4m3E8znfc2LQHmN5AQesjDGmRf6+/zeuBVwTkwMsbrQYpjRnfU55ehjY+h2QFA041QMGHAesnHLu/HmNy3dAhY6ANAXY8yOQHJ8jp61gUwHFzIshITUBZ33P5sg5GVM3DlgZY0xLXHhzAaserBLL02pPQymrUjl38ge7gB19ABqoU7490GcPYGyVc+fPi6hnvO0iwKwQEOIJnM6ZCQWoR14x+IrTAlhewQErY4xpAb8YP0y8OFEsdyvbDe1KtMu5k99aLy96L0sFqvQEuqyXDx5i2Ue1aqlyALm2AvC6kKNpAZf9LyMyMTJHzsmYOvE0GIwxpmGJqYkYe24sopKi4GLrImYpyjFXlgEn5LNooeZAoPV8IM2ELTmFas4GRyfCOzQO3qGxeB0aC5+weLHeUE8XhvoSGOrRQ1c8Gxvoomwhc1QqbAatV6alfOar2xuAfT8BQ68ARuqta1qiQAmUtSoLz3BPnHx9El3KdFHr+RhTNw5YGWNMw+bdmIfHoY/FLEULGy6Ega5BzhS5P/cHcP4P+eu6o4FmM+S3sXNAeGwSzj17i3OewfAMjMbr0DjEJ6d+1bHsjHRxPsED1Z2tUa2YFcoUMoeuJAcHqmVGi9/kA9rCvYFjE4COf6n9lK2KtxIB6zGvYxywslyPA1bGGNOgQ68OiZmJdKCDOfXnoLBZ4ZwJVqlX9epy+esmU4EGv6j5lDI8C4rB6adBOPPkLe74hEP6wTyLFGMWsTKGs40pnGxM4GRtCj1dHSSmSJGYLEViSqpYTkhORVRCCh75ReJVSCzeJuhgz11/8SDmhnpo7+qA7+s4o3Qhc2gFQzOg0yp5BYZ7W4GybYDy6k37oDzWpXeWimlag+OCUdCkoFrPx5g6ccDKGGMa8jLiJWZdnSWWB1cejHpF6uVMsHrkF+DmGvnrVnOBWkPUdjqvkFhsvvoaxx8Fwi8i/Sj5cvbmaFreDtWdrESQWtTKBAZ6WUtHeBsZizV7T0OvUGnc94vEPZ8IRCemYOt1H/GoW8oG/Wo7o2n5QprvdS1WC6g7Cri8BDg4CnB0B8zUF0QWMSuCKgWr4H7wfRz3Po7eFXK4ni9jKsQBK2OMaQDVxxxzbgziU+LhXtgdQ6sMzZlg9ej4d8Hqu2lEq/VRw2lkuPIyFOsueeGM51txWkK5p3VL2aJJOTs0LmeHIgWMs30uKxMDVLSSoU2zUtDX10eqVIYbXmHYeMUbJx4H4vKLUPEoamUsAteuNRxhaaIPjWk8CXhxCgjyAA6PBbptVnsvKwWsVC2AA1aWm3HAyhhjOYwCuhlXZsAr0gt2xnaYW38udCW66j4pcHwScIPKZukAHZYDVVUbwNCt+n13/bD+sjc8g6KV6xuXLYie7k6oV8pWDJZSJ+pFrV3SRjzehMdhyzUfbL/pgzfh8fjtyBMsOvkMo5uVxoB6xaGnq4FCOVR9odNKYFVD4MkBeV5riUZqO11L55aYd3MeHoQ8gG+0LxzNHdV2LsbUictaMcZYDtvhuQNHvY9CV0cXCxotgI2xTc7krF57N9Dnm6UqDVZjElOw+OQz1J5zGhP2PBTBqomBLvrVdsKZnxtifX83NK9QSO3B6ocoxWBC63K4NrEp5nZ2ESkINLBrztGn6PTXFTz2j4JG2LsAboPky0cnAKkpajuVrbEtatrXFMunX59W23kYUzcOWBljLAc9Cn0kerzImOpjUNWuqvqD1VMz3g+warcYqN5PJYdOSZXi3xs+aDT/HJaefo7wuGRx631K2/K4OrEpZnaohBIFNV92ykhfF91qFsPRUfUxr3NlmBvp4aFfJNovv4SFJzzFYK4c12gCYGwNBD8Bbq9X66maFmsqns/4nlHreRhTJw5YGWMsh8RJ4/DrpV+RLE1GE8cm6Fuhr/qD1TP/kw/yIW0WADV+UMmhz3m+Rds/L2HinocIiUmEs40JlvesivPjGmNg/RKwNNZgnuhnZoDqWtMRp8c2RKuK9kiRyrDszAu0WXoRt7zDcrYxNItYk8nyZfoexanv/I0dG4vne2/vITQ+VG3nYUydOGBljLEcIJVJsTtuNwJiA0Qe4ex6s0UApVZUZ/XigvfVABS3obPhSUAU+qy9ju/X3xS3/ikwndauAk6MaYh2lR00PxI/E+wsjLCyT3X83asabM0M8TI4Ft+tuooZBx7lbG9r9f5AoUpAQgRw9ne1ncbe1B4VbCpABpmY/pex3IgDVsYYywEbH2+EZ4onDCQGWNRoESwM1DvTES4ufD8pQMvfs126KjohGVP2PUTbPy/i4vMQ6OvqYGC94rgwrjF+qFc8y+WotEFrl8Kit7VrjaKiM3rDFW/0WXsDEXFJOdMAGmjX6t336NZaIOiR2ntZz/hwWgDLnXLfXxjGGMtlbgbexIoHK8Ty+BrjUc66nHpPeOMf4LS8viuazwJqD8vW4S4+D0arJRfFiHsq9t/GxR6nxjbElHYVNFsiSgWo/fO6VMH6/jXFhANUEqvz31fgGxaXMw0oXh+o0AGQSeUlxxQ1wNQUsF4NuCpKqjGW23DAyhhjahQSH4Jx58eJlABXfVd0LNlRvSe8v0M+MQBp8Ku8UH02elUn7nkgeh2p6L+jtTG2DXTHX72qw8nGFHlJ47J22DW0NgpbGokUAaoi8OBNRM6cvPlsQNcQ8L4IPD2kllOUsSojJhJITE0UQStjuQ0HrIwxpiYp0hT8euFXhCaEopRlKbQ3aa/evNWnR4B97yYgcPtRXqT+K51/FoyWiy/g3xu+4jWVqDo2qgHqlLJFXlXO3gJ7f6qL8oUtxECybquu4fSTIPWf2MoJqDtSvnx8MpCcoPJT0M8dpwWw3IwDVsYYU5MV91aIdAATPRPMqz8PBjoG6jvZq/PAru8BWSpQpYc8N/IrguOohGSM/+8B+q27Af/IBBSzNsG/g2qJElWmhnl/rhl7SyPs/LEWGpQpKGq2Dtp0C1uuvVb/ieuNAcwdgIjX70uQqViTYk3EMw28og9TjOUmHLAyxpgaUFCw5iFNgQrMrDMTzhbO6jvZm1vAvz2A1ESgXDug/XJAkvU/7w/fRIpBVTtuyXtVv6/jjGOj64tZo/ITcyN9rO1XQwzGopzdKfs88MfRp2KGMrUxMJXnG5OLi4Aof5Wfgmr+WhpaIiIxQpS4Yiw34YCVMcZUzD/GHxMvThTLPcr1QKvirdR3sqDHwJbOQHIsULwh0HktoJu1nlAKxDZf9X432CheFP/fMbgWZrSvCBODvN+rmhF9XQnmdq6Msc3LiNcrz7/E4lPP1XtSly6AYy359/L0bJUfXk+ih4ZFG4plnkSA5TYcsDLGmAolpSbh53M/IyopCi62LvilxrsBUOoQ5gVs7iiv41mkBtB9G6BvlOVpVUf8exdT9z9CUqoUzcoXwuER9eFeIn/1qn4q73Nk09KY3bGSeP3n6ecisFfjCYFW7+qxPtgOhKg+QFbksZ71OaveHmPGVIwDVsYYU6EFtxbAI9RD1Fld0HABDHTVlLcaEwxs+RaICQLsKgK9dgGGZlmeBKD9sks49CAAehIdTG5THv/0rZ7rS1WpWp9aThjTTN7TOu3AIxx+EKC+kxWpDpRtIy9zRRM/qFgdhzow1DXEm5g3eBHxQuXHZ0xdOGBljDEVOep1FP8+/Vcsz6k/Bw5mDuo5UWI0sLULEPYKKFAM6LMHMLHO9NupZ23HTR90XHEZr0JiRSmnHT/WwqAGJdQ/+1YuNbJpKfSuVUyUSR2z4x6uvAhR38kaydNJ4LFbnvKhQib6JqhVuJZY5moBLDfhgJUxxlTgVcQrTL8yXSwPchmEBkUbqOdEKUnAjj5AwD3AxAbovRcwt8/025NSpJi45yHG736IxBQpGpYpiMMj66O6U+YD3vyIAvmZ7SuJSRModWLw5tvw8ItUz8kKVwbKt6ePFu9nK1NHWoDvWZUfmzF14YCVMcayiWYOGntuLOJT4uFu745hrtmbWeqTpFJg/0/Aq7OAvgnQcxdgWyrTbw+LTULvtdex/aYvJDrALy3KYP33NWFtqsZyW3mIrkQHi7u5onYJG5H7+/36m3gdGqvGXlYd4PF+IOCBSg/d0LEhdKCDR6GPEBgbqNJjM6YuHLAyxlg20O31Wddm4WXkSxQ0Log/GvwBXZojXh1OTgUe7gIkekDXzUDR6pl+6/OgaJECQFOPmhnqYU2/GhjepDQkFLmyTDPU08WqvtVR4d3kAn3X3UBwdKLqT1SoAlDpW/myinNZbY1tUaVgFfmhfc+p9NiMqQsHrIwxlg27nu3C4VeHoauji/kN54tgQC0u//m+oHyHFUDpZpl+6znPt/j2ryvwCYsT06vu+akOmpQrpJ525gMWRvrY8ENNcS1fh8ah/4YbSEhOVU8vq44E8DwM+N1R6aEbF+O0AJa7cMDKGGNf6VHII/xxQ977NbraaFQvlPkezyy5v13eu0qouHyV7pnu/V1/2Qs/bLiJ6MQU1HS2wr6f6qJMIXP1tDMfsTM3wuYf3GFjagAPvyjMOPBI9SexLQ1U7iZfPvuu3JWK81hvBN5AdFK0So/NmNYErD4+Prh48SKOHz+OO3fuIDHx62+HrFixAs7OzjAyMoK7uztu3Ljx2f137dqFcuXKif1dXFxw5MiRdNv37NmDFi1awMbGRiTJ37v38WwejRo1EtvSPoYMGfLR19i2bVuYmJjAzs4O48aNQ0oKT2XHGJOLTIwUeavJ0mQ0cWyCfhX7qedEL88A+9/lxNYaBtR5N+f8FySnSjF5nwdmHnwsZmv6rnpRbBnoDhszQ/W0Mx9ytjXFnz2qivKplBe8+/Yb1Z+kwThARxd4cRLw/fz/x6wobllcPGiK1kt+l1R2XMY0HrB6e3tj/PjxcHJyQvHixdGwYUO0bt0aNWrUgKWlJZo3by6CSSkNCsikHTt2YOzYsZg+fboIfKtUqYKWLVvi7du3Ge5/5coV9OjRAwMGDMDdu3fRsWNH8fDw8FDuExsbi3r16mHu3LmfPfegQYMQEBCgfMybN0+5LTU1VQSrSUlJ4pwbN27Ehg0bMG3atEx/bYyxvEsqk2Lypcnwj/WHo7kjZtebrZ5yUIEPgR19AZr3vVIXoMX/5MXlvyA2MQUDNt7Ctus+YvdJbcphXpfKIv+SqVbdUrYY3VReo3XyvofwDFRxb6VNScC1p3z57G9qm0SAsTwRsI4cOVIEk15eXvjf//6Hx48fIzIyUgR0gYGBopeTgkQK6CpXroybN29m6uSLFi0SgWP//v1RoUIFrFy5UvRorlu3LsP9ly5dilatWonezvLly2P27NmoVq0ali9f/r7Ac58+oh3Nmn0+v4vOY29vr3xYWFgot504cUJ8jVu2bIGrq6sIzOlc1BtMXzNjLH9b57EO59+ch4HEAIsaLRKTBKhcpB+wtStAt2ud6wMd/wIkX/6THRqTiJ7/XMOFZ8Ew0pdgdZ8aGNygJNdXVaMRTUqhfmlbJCRL8dPW2+IDg8p7WSX6wKtzgPdllQesF/0uIjk1WWXHZUwdMjVJtKmpKV69eiVus3+Ibpc3adJEPKin9NixY/D19UXNmjU/e0wK/G7fvo2JEye+j54lEhFoXr16NcP30HrqkU2LemT37duHrNq6dasISClY/eabbzB16lQRxCrOQ+kGhQoVSneeoUOH4tGjR6hatWqGx6TUiLTpEVFRUeI5OTlZPJhqKK4lX1PV42v7ZZTzt+zuMrE8oeYElDQvmanrlaVrmxAFvS2doRPtD5ltWaR03gDIJPTmz77NNzwOP2y8A+/QOFiZ6GN176pwdSyQp7+f2vIzO79zJXT46ypeBsdi/H/3seg7F9V9SDBzgMS1F3TvbID0zGyk9j6QqZ72LylfoDxsjGwQmhCKa37XlBMKKGj6mjKW5YB1zpw5yCzqAc2MkJAQces9bVBI6PXTp08zfA/15ma0P63Pip49e4rUBgcHBzx48ECkOnh6eor818+dR7Htc9dp5syZH60/e/asMhhmqnPy5ElNNyHP4mubsShpFFZErxApAdUMqsHA0wBHPNPn0Wf32upIU1D75QIUjHmCBL0CuFDoR8Sf+XKvml8ssPKJLqKSdWBtKMOQMvHwf3gF/g+RL2jDz2x3R2DZI10cehgI4xg/1LOXqezYRklV0ExHD7o+V3F15wKEmFdUyXGdpE4IRSi2XNmCMOOwdNvi4uJUcg7GcixgzWsGDx6sXKae1MKFC6Np06Z4+fIlSpYs+dXHpd7itD3A1MPq6OiIxo0bZ9g7zb4Ofeqnf06UN62vz3OeqxJf20+jW6aDTg9CrCwWZa3KYnnz5TDSM1LttZXJoHtwOCQxjyEzMIVunz1obF/5i8e+7hWGyVvvISY5BWULmWFt32ooZJH5tuVm2vYza3zZG38ce4Z9Pnro2dIdlYqoMF3E+DFw6x/UTrqI1DbjVHJIQx9D3Ll0B28M3qBNmzbptoWGhqrkHIxpJGClH2DKEaVeQxoc9eEgq7Cw9J/QPsXW1ha6uroICgpKt55e0236jND6rOyfWVSdgLx48UIErHS8D6sVKM77uXMZGhqKx4foj6g2/CHNa/i6qg9f248tursID0IewFzfHIsbLYa5sbnqr+2Z34CHO8SocJ3vNkHf8ctlso48DMDo7ffEdKFuxa3xT98asDTOf987bfmZ/bFhKdz2icTJx0EYufM+Dg2vD0sTFbWr/hjgzgZIfK5AEnAHKCb/35Ud9RzrQU+iB59oH/jH+8PJwkm5TRuuJ2NfXdaKBjXRp9l+/fphwYIFWLx4cbpHZhkYGKB69eo4ffq0ch0Fv/S6du3aGb6H1qfdn1BbPrV/ZilKX1FPq+I8Dx8+TFetgM5DA7NocBhjLH855nUMW55sEcu/1fsNjhaOqj/JnU3AhXfVSr5ZkqmJAf694YNh2+6IYLVVRXts+sEtXwar2oTyVhd8V0VMKuAbFo9x/90X9XBVwrLI+xq8lxap5JBmBmaobif/YHTxzUWVHJMxrehhpfqrly5dElUDsotun1PgS6Wx3NzcsGTJElGWiqoGkL59+6JIkSLKHNpRo0aJcloLFy4UZae2b9+OW7duYfXq1el6eKmGqr+/v3hNualEUQ2Abvtv27ZN3Pqg2/SUwzpmzBg0aNBAVDggVMeVAlMKzqncFeWtTpkyBcOGDcuwB5Uxlne9iniFaVfkJe0GugxUzhCk8lqrB0fLlxv8ClTr+8W3rL3khdmHHovlXu7FMKtDJTHXPdM8+tDwV8/q6Pz3FZx4HIS9d/3wbbWiqjl43dHA3S3As2NAoAdgXynbh6xftD6uB17HhTcX0LtCb5U0kzGN97BS0f74+HiVnLxbt26il5ZSDKh8FPV0UpUBxQAnCjypRqpCnTp1RLBJASoFzP/995+oEFCp0vtf2AMHDohR/BTQku7du4vXVDJL0bN76tQpEZTS1/Lzzz+jc+fOOHjwoPIYlKpw6NAh8Uy9rb179xbB86xZs1TydTPGcofY5FiMPjca8SnxcLd3xzDXdwX8VSnoMbCzHyBLBSp3BxpP+uJblp95rgxWf2xYAv/ryMGqtnEpaolRzUqLZZoFKzAyQTUHti0FVOwoX76U+buaXwpYya2gW4hL5oFWTDvpyLJ4r4JqrE6YMEEEmRQofpjjkraeaX5Hg65oUgWqiMCDrlQ7yIJq/1IvOedYqRZf2/foT+O4C+Nw3Ps47IztsPObnbAxtlHttY0OBNY0AyJ9Aad6QJ89gJ7hZ9s0/7gn/jr3Urwe06wMRjYtla9rrGrzz2xKqlT0st5/E4nGZQti3fc1VfO9CngArKoP6EiAEbcB6xLZOhz9XLXZ0wZvYt5gaeOlaFKsiXLMCo03obrr/L+d5boe1gIFCohAjOquUg1WKysr8aD19MwYY3nB1idbRbCqp6OHhY0WZitYzVBSLPBvd3mwalMK6Lb5i8EqTbOqCFYntykvevDyc7Cq7fR0JSKf1UBPgrOewdilqqlbC1cGSjUHZFLg8tJsH45+hhS9rJQWwFieyGHt1auX+BRLt+bp1j3/sWSM5TW3g25j4a2FYvnnGj/D1c5VtSeQpgK7BwH+dwETG6DXLsDE+pO7p0plmLz3oZivnszuWAl9ar0fzc20V+lC5vi5eRnMOfoUsw8+Rr1StnAoYJz9A9f/GXhxEri3DWg4AbCQDxr+Wg2KNsC/T/8Vs17RhyP+385yfcDq4eGBu3fvomzZsuppEWOMaVBwXDB+Of8LUmQpaO3cGr3K91L9SU5OAzwPA7qGQPdtn72lS7eVf9l1H/vu+YPSVOd1qYIu1VU0gIfliIH1S+DYo0Dc9YnA+N0PRDWHbAeETrWBYrUBn6vA1eVAy9+ydbia9jVhpGuEt3Fv8Sz8Gcpa8/94lstTAmhEP029yhhjeXFygJ/P/4yQ+BCUKlAKM+rMUHlPk+TWOnmAQTr+BRRLPx3mh8Hq6B33RLCqJ9HBnz2qcrCaC9GAOEoNMNST4OLzEGVPuUp6Wcmt9UBc5mqgf4qhriHcC8vrunJaAMsTAeuIESNEeakNGzbg9u3boixU2gdjjOVWC28vxN23d2Gmb4YljZfARF+1UyrbRd6H5MQE+YsmUwGXLl8MVg89CIC+rg7+6lUN7So7qLQ9LOeULGiGcS3lvZb/O/QYb8JVMBq/VDPA3gVIjgVuvC/vmJ20AEJpAYzl+pQAKkVFfvjhB+U66oFQ5LykpqaqtoWMMZYDDr86LAZakd/r/Z5uxh+VCHqEmt4roEMDZVx7v+8d+0SwOoZmSXoXrK7oWQ0tKmZvRj+mef3rFscxj0Dceh0uUgO2DHDPXg8+vbfeWOC//sD1lUDt4YCh2Vcfrn4R+cCr+8H3EZEQ8fXtYkwbeli9vLw+erx69Ur5zBhjuY1nmCdmXJkhlge5DFL95ADRgdDb2RN60gRIqXxVu8XyYOMzwerB+/4crObB1ID531WBkb4El1+EYst1n+wftEIHwLokEB8O3N6QrUMVNiuM0lalIZVJcdn/cvbbxpgmA1YnJ6fPPhhjLDeJSorCmHNjkJCagLoOdVU/OUBSHPBvD+hE+SHasDBSO28A9Aw+GayO5WA1Tytua4rxrcqJ5T+OPEFAZDYn4pHoAvXezZJGudEpidk6nKKXldMCWK5PCSA07SlNz/r27VtIpdJ020aOHKmqtjHGmFpRT9Kki5PgG+0LB1MH/FH/D+hSAKCyE0iBvT8C/ncgM7bC9eJj0dC4wCeD1Z933ceB+/IBVhys5l39ajuLDyV3fCIwff8jrO5bI3sHpBnSzs4Bov2B+/8C1b/PVh7rOo91uOx3GWPLjc1euxjTZMBKg61+/PFHMcUpzd6UNv+GljlgZYzlFqsfrMb5N+dhIDHA4saLUcAo42Dyq52ZDTw5AEj0kdplE2I9wj9ZZ5WC1f3vqgHQACsOVvMuiUQHc76tjLZ/XsSJx0Eir7VVpWx8v6nHvs4I4PhE+XStlCOt+1X9UahSsArMDcwRkRiBx2Hy6X8Zy5UpAVOnThXTstJUbd7e3h/lsjLGWG5w3vc8/rr3l1ieUmsKKthUUO0J7m4BLi2SL7dfBhnVzMyAVCrDr/894GA1nylrb44hDUuK5ekHPBCVkJy9A1bvJ5+EItwbeLT3qw+jJ9ETqTHkWsC17LWJMU0GrHFxcejevTskkiy/lTHGtIJ3pDcmXJwAGWToVrYbOpXupOITXAIOvssrbDAOcO2R4W5UXWXqfg/svvNGDMhZ3rMqB6v5yPAmpUROa1BUIhYc98zewQxMgVo/yZcvLpSno2SzvNXVwKvZaxNjKpTlqHPAgAHYtWuXKtvAGGM5JjY5FqPOjkJMcgyq2VXD+JrjVXuCkBfA9l6ANBmo2AloNOmTwersQ0+w9bqPKBiwqGsVtKqUvek1We5ipK+L3zpWEsubr73G7dcZp4xkWs2BgKEFEPwE8Dzy1YepW6QudKCD5xHPs9cexlQoy0kuc+bMQbt27XDs2DG4uLhAX18/3fZFi97dAmOMMS0cZDX50mS8inwFO2M7LGy0EPq66f+GZQvNNrStK0A1LIvUADr+TQmLGQar8497Yt1lL/F6bufK6OBaRHXtYLlGnVK2Yvay/26/waQ9D3FoZD3o637lHUwa0Oc2SN7DenEBUK7tJ8unfY61kTVcbF1w1/fu17WDMTWQfE3Aevz4cQQFBeHhw4e4e/eu8nHv3j11tJExxlRizcM1OO1zGvoSfTHIytbYVnUHT0kCdvYFwl4Clo5Aj38BfeMMd1125gX+OvdSLM/uUBFdaziqrh0s15ncpjysTQ3gGRSN1ReyORaE0gL0jAH/u8Crs199mPpF5eWtGMu1AevChQuxbt06PHnyBOfOncPZs2eVjzNnzqinlYwxlk00P/ryu8uVg6wqF6ysuoPLZMDhsYD3RcDADOi5AzCzy3DXNZe8sejkM3k72pZHn9rOqmsHy5WsTA0wrZ180N/S08/hFRL79QcztX1f1urCwmznsTKWawNWQ0ND1K0rH0HIGGO5weuo15hwQT7IqmuZrvi29LeqPQEVbL+7GdCRAF3WAYUqZrjbxUAdzD0uD1Z/aVEGA+uXUG07WK7VwdUB9UvbIilFisl7H4q0ka9GJa4k+sDrS4DP1430L2ddDjaGNl/fBsY0HbCOGjUKy5YtU3U7GGNMfYOszoxCdHI0XAu6YoLbBNWe4OkR4MRU+XLL34EyLTPcbfcdP/znJZ+UYHjjUhjepLRq28FyNapj/ltHFzFt65WXoSKn9atZFgFce8qXLyz4qkNIdCSYV3/e17eBMU0Purpx44a49X/o0CFUrFjxo0FXe/bsUWX7GGMs2zNZvYx8iYLGBbGo0SLVDrIKeADsHkg5AUCNHwD3IRnudvRhACbteySWv69dDD+3KKO6NrA8o5iNCUY3K4M/jj7F/w4/QcOyBWFnbvR1B6PpWqnX/8VJwP8e4OCa5UOUseKfU5aLe1gLFCiAb7/9Fg0bNoStrS0sLS3TPRhjTFv8ff9vnPE9oxxkVdCkoOoOHh0I/NsdSI4FSjQCWs/LcET2+WfBGLn9LqQywL2gFJNal003QyBjaQ2sVxyVilggMj5ZTNv61axLAJU6y5cVE1gwlp96WNevX6+eljDGmAqdfH0SK++vFMvTak8TU06qTFIc8G8PIMoPsC0DfLcRyKDn9pZ3GH7cfAvJqTK0rlgILcz9OFhln6WnK8G8zlXQfvklHPUIFL3zrV2+sj5vvbHAw13A4wNAsCdQsKyqm8tYjuHpqhhjeY5nmKeot0p6l++NjqU6qu7gNIPQvqGA/x3A2FpeEYDqX37Awy8S/dffREKyFI3KFsSCLi6QcKzKMqGCgwWGNpJP2zp1/yOExyZ93YEKVQDKtZOnrFxanOW3+4TFfd15GdNUwNqqVStcu/blkYbR0dGYO3cuVqxYoYq2McZYloUnhIuZrOJT4lG7cG38XONn1Z7g3O/A433yUdjdtshvvX7gxdsY9F13A9GJKXBztsbfvarDQI/7B1jWpm0tbWeGkJhEzD70+OsPVH+s/PnBTiBMPlFFZkilMozacf/rz8uYimXqL+h3332Hzp07o0KFChg/fryYmvXy5cu4ffs2Tp06hT///BNdu3ZF4cKFcefOHXzzzTeqbidjjH1RsjQZP5//GX4xfnA0d8T8hvOhJ8ly5tOn3d8BXJgvX/5mKeD8cYk/37A49F5zHWGxSXApYom139eAsYG8OgBjmWWop4u5XSqLtOg9d/1w9unbrztQkepAySaALBU4PSvTbzvxOAjeofFfd07G1CBTf8kHDBiA3r17i0B1x44dWL16NSIjI8U2yseiQLZly5a4efMmypcvr452MsbYF829MRc3A2/CVN8Uy5osg6WhCgeCUj3LA8Ply/XGAFV7fbRLcHQi+qy9jsCoBJSyM8PGH9xgbqTCqgQsX6lWzAo/1C2OtZe8MGnvQ5wY0+Drfp6azQRengUe7ZFXsijm/tndqQbs3+flM7FpilQqRVLSV6ZCsFyDKk3p6mbuA71eViYMoKCVHoQC1vj4eNjY2HxU2ooxxnLarme7sMNzB3Sggz/q/4GSBeQ5gCpBt1K39wRSk+Q5gU2mfbQLjeqmNADv0DgUtTLGlgHuYrpNxrLjlxZlcfJxkMgnpXJXv3VyyfpBClcGqvUB7mwCjk8EBpwCJJ++wXrtVRju+0ZoLI2FAlUvLy8RtLK8r0CBArC3t//igNSvvlfGZawYY9riVuAt/H7td7E8ouoINHJspLqDJ0TKy1fFhQKFqwDfrv7on318UioGbryJJwFRsDUzFMGqveVX1s9kLA1KJ/mjswt6/nMdW6/7oF1lB9Qu+RUzUDWeAnjsAfxuyysHVOn2yV0VvaudXAvj66Yd+HrUuxsQECB63RwdHSH5TGDNcjf6XsfFxeHtW3m6C6WVfo4Kk7sYYyzn+Ub5Ysy5MUiRpaCVcysMdKFC/iqSmgLs6g8EPwXMCwM9tgMGpul2SU6VYti2O7jpHQ5zIz1s+sENzrbp92EsO+qUtEUPt2L494YPJux5gGOjGmQ9L9q8kHwAFuWxnp4JlP8GMDDJsLrFhWfB0JXooHctxxwPWFNSUkQQ4+DgABOTj9vH8hZjY2PxTEGrnZ3dZ9MD+KMLYyzXik6KxvAzwxGRGIFKNpUwu+5s1dY5pdunL08D+ibyYNXC4aOR1ON23ceZp2/FlJrrvq8pShIxpmoT25SDvYURXofGYdbXVg2oNQywLCavH3wl4ynWV77rXf2mcmEULZDzAWNqaqp4NjDgdJr8wuTdB5Pk5OTP7scBK2MsV0qRpmDc+XF4FfkKdiZ2+LPJnzDSU+Ft+OurgRur5cuUBvDB1JZ0O4sCh333/KEn0RGlq2o6W6vu/IylYWGkr6waQD2t2677ZP0g+kZA85ny5ctLgCj/dJu9Q2Jx5GGAWB7yrg6spvAEG/mHTia/1xywMsZypfk35+Oy/2UY6xljeZPlqp129flJ4Nh4+XKzGfLbpx9Yevo5NlzxFgHEwq5V0LicnerOz1gGGpYpKAZhkekHPMRMallWsRPgWAtIjvuozNXqi6/EFMJNytmhnD3fKWDa5asC1oiICKxZswYTJ05EWJj8F4bqr/r5+WX5WDTJgLOzM4yMjODu7o4bN258dn8qrVWuXDmxv4uLC44cOZJu+549e9CiRQtRvYCi9nv37qXbTu0dMWIEypYtK3InihUrhpEjRyrLdCnQez98bN++PctfH2NM9XY83YFtT7eJ5d/r/Y7yNiospxf0WJ63KpMCVXsDdUd/tMvGK95Ycuq5WJ7ZviI6uBZR3fkZ+4yfGpVEW5fCYrrfIVvuIDAyIWsHoE9YreQDFHH/X8Dvjlh8G5WA/269EcuKWbaYeuOZtCi+oDijY8f0s/LFxMRg+PDhKFq0qIhZqIzoypXyKacVEhISMGzYMBH3mJmZibr5QUFB6fbx8fFB27Ztxe13yhUdN26cyBfO0wHrgwcPUKZMGTGj1YIFC0TwqggUKYDNCqrpOnbsWEyfPl0EvFWqVBH1XBUjxj505coV9OjRQ9SFvXv3rvjG0sPDw0O5T2xsLOrVqyfalxF/f3/xoLbT+zZs2IBjx46JY35o/fr1YrSi4vHhDxJjLOdd9b+KOTfmiOVR1UahmVMz1R085i2wrRuQFA041wfaLpb/g09j/z0/TD/wSCyPaVYGfWs7q+78jH0BBTXzv6uMcvbmYhasHzffQkKyPO8zS5MJVO4uXz4+ifJbsO6yN5JSpajhZMWpLV8hq/FMWt7e3vjll19Qv379j7bRMSlG2bJlC548eYLRo0eLAPbAgQPKfcaMGYODBw+KDr3z58+LGOfbb79NlxdMwSqVC6M4auPGjSL2mTbt4/J8Wk2WRU2bNpWNGzdOLJuZmclevnwpli9fvixzcnLK0rHc3Nxkw4YNU75OTU2VOTg4yObMmZPh/l27dpW1bds23Tp3d3fZjz/++NG+Xl5eMvry7t69+8V27Ny5U2ZgYCBLTk5WrqP37t27V5YdkZGR4jghISHZOg5LLykpSbZv3z7xzPLXtX0V8UpWe1ttWaUNlWQTL0yUSaVS1R08KU4mW91EJptuIZMtrSqTxYZ+tMs5z7eykhMPy5zGH5JN2/cwS+fX9mubW+XX6+oTGiurMvO4+Fkcu+Ne1n8XIt7IZLMLiZ/32Lv/ySpNOyaOdfJRoHIX+t9F/8Pof1lOiY+Plz1+/Fg85yZZjWcUUlJSZHXq1JGtWbNG1q9fP1mHDh3Sba9YsaJs1qxZ6dZVq1ZNNnnyZLEcEREh09fXl+3atUu5/cmTJ+L7dvXqVfH6yJEjMolEIgsMfP+9/fvvv2UWFhayxMTEDNt19uxZcYzw8HDlOoqnaB3FV2T9+vUyS0tL2cGDB2VlypSRGRsbyzp37iyLjY2VbdiwQcSEBQoUkI0YMUJ8ndn9nme5rBXNZrVq1aqP1hcpUgSBgYGZPg5F+jS1a9peWaq31qxZM1y9ejXD99B6+rSRFn2C2bdvH7KD0gEsLCygp5f+clAX+8CBA1GiRAkMGTIE/fv3/2xycGJiongoREVFKUe+fWn0G8s8xbXka5q/ri1VAhh+erioDFDFtgom15ysultaMil09w2BxO8WZEYFkNJtG6BvThdCucs93wgM2XwLKVIZ2rnYY1KrMlk6vzZf29wsv15Xe3N9LO1aGf033sbuO29Q3t4U/Wo7Zf4AJnaQ1B4O3YvzkXJ0CmSJs1DariDql7TKt9f0a31NPKMwa9YscYue7vJevHjxo+116tQRvak//PCDKPV17tw5PHv2DIsXLxbb6bz0faJzKVDaJKU70rlr1aolnimFslChQulip6FDh+LRo0eoWrXqV3/tVILszz//FCkN0dHRome3U6dOYjIAStl89eqVSFGoW7cuunX7dO3fzMhywEozXikCsbToAhYsmPlBDyEhIaKbOu0FJPT66dOnGb6HAuKM9s9KoJxRO2bPno3Bgwd/9EPUpEkTke9x4sQJ/PTTTyKXhPJdP2XOnDmYOfPdCMw0zp49y/Xk1ODkyZOabkKepW3Xlmqsro9ZD59UHxTQKYDWSa1x6vgplR2/XMBulA3cD6mOLq4UHYrQa54A6CEXGAcsfaSL+BQdlLOUorHJGxw7Js/3y+3XNq/Ir9e1fTEd7Huti9+PPEWE92OUtqROsMzRTS2DJvrWsEj0xxaDOThkNg7Hjh1NF4xoGt3wjM9qyoOKGOvrZmoE+9fEM+TSpUtYu3btR2Nt0lq2bJmIT4oWLSo61SgQ/ueff9CgQQOxneIfKgFGAeKnYqNPxU6KbdlBwfLff/+NkiXlec9dunTB5s2bRQ4t5dNSzm3jxo1FHJTjAWv79u1FMLdz507xmr6ZlMw7fvx4EUXnJhR4U14HXdAZM2ak2zZ16lTlMn36oNzY+fPnfzZgpU9XaXuA6fg0Uwd9sygZmqkG/YLQP6fmzZvztMD54NrSP6wpV6bgdeRrmOmb4Z/m/6h02lWdhzuhd3e/WJa2XQz3Kj3TbfePiEe3f24gLiURVYpaYlP/6jAx0MsT1zYvyO/XtTVlsO32wL77AdjqbYQ1faqhctHMz0J5zNgUda8NhqvkJSqnLEdqw/8AU1uxLTQ0FJpGwWqFacc1cu7Hs1p+1e96ZlBvZJ8+fUTwaWsrv96fClivXbsmelmdnJxw4cIFcfeXelvT9qpqCnXGKYJVRSBMA88oWE27LjO5vF+S5e/EwoULRQRNXdjx8fFo2LChiNBr166N3377LdPHoW8QzWjw4Ug2ek1zymaE1mdl/y/9sLRq1Qrm5ubYu3fvF//Q0Yg/6omlW/7Uy5wRWp/RNjp2fvxDqm58XfPHtV12dxmOvj4KPR09LGq0COUKllPdwV9fBQ6/qwJQdzT0avRLtzksNgk/bLqDwKhElLIzw4b+brA0Ncgz1zYvyc/X9Y8uVfAqNA4P3kSiy+rr6FrdEeNalRXTBH8KDdhafuYFtl7XQXHpVOw3nwfjtx6QbO0I9N0PmNvn2+uZVV8Tz7x8+VIMtvrmm/cl86RSqXimnlRPT08RlE6aNEnEKG3bthXbKleuLHpkaeA4Bax0fEpJoAHwaXtZ056bnj+sWKBoa1biJ8WkDml9+DNCnZgZrVN8bTkasFpaWopPs9SVTRUD6DZ5tWrVshzpUxd29erVcfr0aeXoe/qC6DWNgMsIBcW0nUbJKVBbaH1WUM8n5W9QcEmfWqgExZfQD4iVldUng1XGmOrtfb4Xqx/Ii/dPqz0NtR2y9rv+WaEvge09gdQkeZ3VptPTbY5NTEH/DTfxMjgWDpZGYspVq2wGq4ypg5G+LtZ/XxO/HX6CPXf9sOOWL454BGC0qGLhBH3d9wWBYhJTsObiK/xz4RVik+QBiGO56pC0OgJs7SSfhnh9a6AvjULXfCob3Zannk5NnVtd8QzlmT58+DDduilTpojOtKVLl4q7s1Suiu4gUBpAWhQcKwJAOi8FiHQuxV1uCnbpzrciNlJ0KCqmP1XETjR2h+4wfw4FtopAmPJRNSnLAStdBOrepdJR9Eh7287X11ck+mYW3T7v168fatSoATc3NyxZskTceqfBTaRv375iMBflhpJRo0aJHl3q5aVPG5Tke+vWLaxevTpdnVVqI5V1UHzjFJ8i6EHBKtVppdwcKhNBrxU5uZSDSz8IVB6CvkmUrEzBLH1jf//9d1F2gjGWM64FXMOsq/LC5oNcBqFT6U6qO3hcGLCtKxAfBjhUBTqtplESys1JKVIM2XIb930jYGWij00D3OFQQD7nNWPayMbMEIu6uaKnezHMOPgIHn5RmH3osZgVa8Y3FeFW3Brbrr/GsjMvEBqbJN7jUsQSE1qXQ91S725J9z8CbGoPhL0C1rcB2m/U7Bf1rndOXbflVelL8cyHMQ3FFpUqVUp3DEVgqFhPgTDFPFQz1djYWKQEUNmqTZs2YdGiRcpORBqwRee3trYWQSjVmqcglWIYQjEPBaaUgjBv3jxxV5yCY0ot+FIn3IQJE0R7w8PDlWN0KO6i3t+cluWfAspNKF++vOiZTJu3QJF78eLFM+wy/hRKwA0ODha1wOgCurq6inpjimRgCjzTfrKg0XLbtm0TF5q6yUuXLi0qBKT9plO70v6AdO8urzVHtdEoT5Xqo12/fl2sK1WqVLr2eHl5ia+PPq1QAWCqbUaBOO1HPxyDBg3K6uVijH2FlxEvMfbsWDHYqrVzawyvmnEvxVdJSQJ29AFCXwCWjkCPHYDB+54kqVSGn3fdx8XnITAx0MX6/m4iHYCx3KCGszX2D6uHnbd8Mf+4J168jUHvtdfFB6/wOPmof2cbE/zSsizaVCoMiSTNoCLr4kD/o8CmDuL3Q+/frpr7QnKZL8UzGcU0mUEdczQ+plevXqJDjoJW6i2lykUKVDGAjks9rJS2SHeQ//rrL+V26og7dOiQqApAgaypqakIrmk80pdQCgK9h4Jnqm9PFQGo85CC4JymQ7WtsvIGuihUtoBGfNHAq6ZNm4r11CNZuHBhleQp5BXUc0uffmgEIQ+6Uh26RULlMtq0acM5Vnnw2obEh6DX4V7wj/VHVbuq+KfFPzDUVVEqDv252zdUPsOPgTkw4ARQ6P0tMfpzOPPgYzHlqr6uDtb2q4kGZQrmmWubF/F1/bTIuGQsPvUMm6+9RqpUhoLmhhjVtDS61XRMlybwkeggEbRGvXkMyz+ilaUfcwLdBqfOI+oAy0y6HlMPKp9FA8apZ/XDCgSa+p7rfU33PEXuW7duFbflqXtZMXI+M+UfGGPsU+KS4zDi9AgRrBYzL4aljZeqLlglFxbIg1UdXaDrhnTBKllx9oUIVulP2YLvqqgsWGVMEyxN9DGjfUX0ci+G+28i0cbFPnO3180LAd8fhmwVDfSR35FkTNOyHLAqOmTpdjklDdNUqZQ4nOum+GKMaZUUaQp+Of8LPEI9YGloib+a/QUrIyvVneDhf8DZ/8mX28wHSqUfKLrtug8WnHgmlqe3q4AOrkVUd27GNKh0IXPxyBJTG6R0+xf4uYS6msVYlmQrk7l169ZiXlqqzfphyQTGGMvKB2EaYHXR7yKMdI2wvMlyOFlkYdaeL/G5Duz7Sb5cezhQc0C6zcc8AjBln3zE7ogmpfB93eKqOzdjuZVRzqQBMO3TqFEjZQeltsha9i8gRqxR8q0CjTyjQUyU46BtXxxjLHdYcW8F9r7YC4mOBPMazIOrnavqDk4jnrf3AFITgXLtgObpBxpcfRmKkf/eg1QG9HArhrHNy6ju3IwxxjTTw0qDrT5EA4qo1AJjjGXVTs+dWPVglVieUmsKGhdrrNryVVu/A+JCgcKuwLdUvup9bcVH/pEYvOkWklKlaFmxEP7XsRLn4jPGWG4NWGm0u2KEoKJm6afk1EhCxljud9rnNH67Lp8hb0iVIfiuzHeqO3hygnxiAEX5qp5UvspUudk7JBb91t1AdGIK3ItbY2n3qtBNW+KHMcZY7gpYaYangIAAMUMC3frPqAeC0gFofVbqsDLG8q97b+9h/IXxkMqk6Fy6M36q8i7HVBWovN7+nwCfq4ChBdBrl5hqUuFtVAL6rruBkJgkVChsgX/61RCzBTHGGMvFAeuZM2fEDAqfSglgjLGseBX5CsPPDEdiaiIaFG0gUgFUeiueqgF47AYkekC3zYBdeeWmqIRk9Ft/Ez5hcXCyMcHGH9xgYcT1OxljLNcHrDTQKqNlxhjLqsDYQAw5OQSRiZFwsXXB/AbzoUeBparc3ghcXChf/uZPoEQj5aaE5FQM3HgLTwKiYGtmiM0/uIti6owxxrRbpqsE0GxNr1+/Trfu0aNHYhrUrl27iilTGWPsc8ITwjH45GAExAbA2cIZy5suh4n++2lRs+3FKeDQGPlyw/FA1V7KTSmpUoz89y5ueIXB3FAPG3+oiWI2Kjw3Y4wxzQesI0aMEHPIKrx9+xb169fHzZs3xdy133//PTZv3qyudjLGcrnY5FgMPTUUXpFeKGRSCKubr4a1kTzVSCUCHwI7vwdkqUDl7kCjiely7Cfv9cCJx0Ew0JOInNWKDpaqOzdjLN9bsWIFnJ2dxfSi7u7uX6xPv2HDBpEKlfbx4dSkFFt9uE+rVq3S7RMWFoZevXqJQe80zmjAgAGIiYlJt8+DBw9EzEbHd3R0FLOU5tmA9dq1a2KCAIVNmzaJvNZ79+5h//79+P3338U3izHGPkS5qiPPjMSj0EewMrTC6harUdissOpOEOkHbO0KJEUDzvWB9stormjl5vnHPbHjli+oCMCyHlVRq4SN6s7NGMv3duzYgbFjx2L69Om4c+cOqlSpgpYtW4rOvc+hIJMGtSseH97JJhSgBqTZ599//023nYJVuuN98uRJHDp0CBcuXMDgwYOV26m6U4sWLeDk5ITbt29j/vz5mDFjBlavXo08GbAGBgaKTw5pB2J9++230NOT555RMPv8+XP1tJIxlqunXP31/K+4EXgDJnom+LvZ3yhhqcLpHhMi5bVWo/0B27LyQVZ67yc3WXPxFf4691Isz/nWBS0rvq8WwBhjqrBo0SIMGjRIpEnShEorV66EiYkJ1q1b99n3UY+pvb298lGoUKGP9jE0NEy3D1VuUnjy5AmOHTuGNWvWiF7devXqYdmyZdi+fTv8/f3FPlu3bkVSUpJoS8WKFdG9e3eMHDlStPlzvb/UW5vWvn370g2OpaDX1dVVHLdYsWIwMzPDTz/9JKpFUQ8utZWqS/32m7x0YY4FrPQpICIiQvmaurrp4ijQF0GpAYwxpkAlq2ZcmYEzvmdgIDHAsibLUNG2oupOkJIE7OgNvH0EmBWSl68yfv/HfPftN/jf4SdieVzLsuhWs5jqzs0YY4AIBqnnslmzZsp1EolEvL569epn30u37qnnk27Td+jQQfSUfujcuXMi8CtbtiyGDh2K0NBQ5TY6PgWWNWrUUK6j89L5aRZSxT4NGjRIN0sp9f56enoiPDw8W1/7y5cvcfToURE0U8/v2rVr0bZtW7x580ZMKDV37lxMmTJF2ZbsyPTQ3Fq1aokc1n/++Qd79uxBdHQ0mjRpotz+7NkzccEZY0yRN7rw1kLsf7kfujq6mN9wPtwKu6nyBMD+YYDXBcDATB6sWjkpN596HIRfdz8QywPrFcdPjUqq7tyMsZxBv+fJcZo5Nw0IzUS5PRqUTr2KH/aO0uunT59+8n0UgFLvZOXKlREZGYkFCxagTp06ImgtWrSoMh2A7mYXL15cBIeTJk1C69atRRCqq6sr7n5TMJsW3fmmlE3aRuiZ3v9h2xTb0vbYZpVUKhVfg7m5uehZbty4sQiEjxw5IoJm+hopaKWSqGk7OdUasM6ePRtNmzbFli1bkJKSIi5a2i+Sup+55BVjTOGfh/9g0+NNYnlmnZloUuz9B1yVOD0LeLhTXmu160agcBXlJqoEMGzbHaRKZfi2WhFMalOep1xlLDeiYPV3B82ce5J/utnxVK127drioUDBavny5bFq1SoRcxG6fa/g4uIigtuSJUuKXleKyTSNUkUpWE0bCFMgTcFq2nVfyuVVacBKF4lyJS5fvizyEj6MlOmiUnTNGGMbH23EsrvLxPKvNX9Fh1IdVHuCm2uAS4ve11ot9f5W3GP/KAzYeBOJKVI0K2+HuZ0rQ8JTrjLG1MTW1lYEaUFBQenW02uKlzJLX18fVatWxYsXLz65T4kSJcT5aB8KWOn4HwaD1KlIlQMU56bnjNqm2JZZGc1kSm1OizoGMlpHPbHZlaVq3XSRKMciI5SzwBhj259ux4JbC8TyT64/oU+FPqo9wdPDwJFx8uXGk9PVWn0dGiumXI1OSIGbszWW96wGfd1Mp+ozxrQN3Zannk5NnTsTKDe0evXqOH36NDp27CjWUYBGr4cPH56lgPDhw4do06bNJ/d58+aNyGEtXFheZYV6aGl8EeXQUhsUg+Lp/IqORdpn8uTJSE5OVgaTVFGAbtd/Lh2AUj/j4+NhbGwsXr969QqaxH/JGWMqs/f5Xvx2XT4idKDLQAypPES1J/C9Cfw3AJBJgWp9gQbj3teGjkpAn7U3EBKTiPKFLUStVSN9XdWenzGWsyiVh27La+KRhTQiKmlFY3w2btwo7kbT4KjY2FhRNUChb9++mDjxfX3oWbNm4cSJEyIQpFJYvXv3FmWtBg4cqByQNW7cOFFW1NvbWwTA1GlYqlQpMWiKUAoB5blShQIaDE93wSlIprveDg7yVIqePXuKoJrqs1J+LJXgWrp0qWjz51DQS/tQby4FuEuWLBHrr1y5Ak1Q4XyIjLH87NCrQ5h+ZbpY7l2+N0ZWHanavNGQF8C/3YCUeKB0C6DtYuU/lMj4ZNGz6hMWBycbEzGLlaVx+ttSjDGmLt26dUNwcDCmTZsmBjJRuScaOZ92IJaPj0+63E4aoU+BpmLgE/WQUjCoSK+kNAMq+E9BcEREhAhAqZ4q5bdSqSsFKltFQSqlCNDxO3funG6iJ0tLSxEYDxs2TJyD7pZTO9PWas0IvY9KVdHXYmNjI8pgjR8/Hj/++KPoCc5pOjIaysvUgor10jecRhDSN5upBt3WoBGIdNvkw1wZpplre8L7BH698CtSZanoVrYbJrtPVm2wGh0IrG0ORPgAhV2B7w8DhmZiU1xSiuhZvf06HAXNDbF7SB2tnHKVf27Vg6+r+tCtZwpuaAQ7lbbMCQkJCfDy8hKj2j+c9YnlHKrDOnr06HTlTDX9PeeUAMZYtpzzPYfxF8aLYLVjqY6Y5D5JtcEqTQywpYs8WLUuAfT6TxmsJqVIMXTLHRGsWhjpYdMPbloZrDLGGMueLAes1EWdUXkC+iRG2xhj+cdlv8sYe24sUmQpaFO8DWbUngGJjgo/BycnANt7AUEPAVM7oPcewKyg2EQlq8buvIfzz4JhrK+L9f1ritxVxhhjeU+W/7N8KoOAZrlKO4sCYyxvu+R3CSPPjESyNBnNnZrjt3q/QVeiwg+t0lRg72DA+yJgYA70/g+wLq78OzR1vwcOPQiAvq4OVvapjupO1qo7N2OM5WPff/99jqQDqGXQlSKBl2710Zy1lIibthTDhQsXUK5cOfW0kjGmVS68uYDRZ0eLYLWJYxPMrT8XelTAX1Xog/HR8cDj/YCuAdB9a7qJAeYf98S26z5izNWSblXRsIy815UxxljelOn/MIsXL1b2bKxcuTLd7X/qWaXZDmg9Yyzv56yOOTcGKdIUNCvWDPMazoO+RMWDXS4uAG7+Qx+RgU6rgBLvZ9Fbdf4l/jr3Uiz/3skFbSvL6xEyxhjLuzIdsNIILkLzxO7Zsydbc88yxnKnMz5n8PP5n0Ww2sKpBf5o8Ifqg9U7m4Az/5Mvt54LVPpWuWn7DR/MOSqfm3tC63Lo4VZMtedmjDGmlbJ8D+/s2bMf5bPyHN2M5X2nXp/CuPPjxACrVs6tMKf+HNWmAZAnB4GDo+TL9X8G3H9Ubjr8IACT9spr//3YsASGNCyp2nMzxhjTWl81nHfTpk1wcXER03XRo3Llyti8ebPqW8cY0wpUZ/WX878oqwGoJVh9dR747wf5LFZVewNNpio3nX36FqN33IVUBvRwc8SEVpwvzxhj+UmW/+PQTAdTp04VsyrUrVtXrLt06RKGDBkiCuSPGTNGHe1kjGnIUa+jmHhxoqiz+k2JbzC77mzVVgMgfreB7T2B1CSg/DdAu6XKWayuvQrFkC23kZwqwzdVHPC/ji58V4cxxvKZLAesy5Ytw99//y3mxFVo3749KlasiBkzZnDAylgesuvZLsy+OhsyyNC+ZHvMqjNL9cFqsKd8YoCkGKB4Q6DzWkBX/qfpvm8EBm68hcQUKZqWs8OirlWgK+FglTHG8psspwQEBASgTp06H62ndbQtq1asWCEqDNB0XO7u7rhx48Zn99+1a5con0X7U1oCTcmXFg0Io7l2aSpU6oW5d+9ehtOA0Zy6tA+V56J5d4OCgtLtQ3P+tm3bFiYmJrCzs8O4ceOQkpKS5a+Psdxqvcd6zLo6SwSrNN2qWnpWI3yBzZ2A+DDAoZq8fJWefI5sz8Bo9Ft/AzGJKahdwgYrelWDvi5PzscY005ZjWcI1TqleKRw4cIwNDREmTJl0sU11BFIsYxOmseHJUTzS0yT5b/+pUqVws6dOz9av2PHDpQuXTpLx6L3jB07FtOnT8edO3dQpUoVtGzZMsOZtMiVK1fQo0cPDBgwAHfv3kXHjh3Fw8PDQ7lPbGws6tWrh7lz537yvNQLfPDgQRH8nj9/Hv7+/vj222/T1ZWlb2xSUpI458aNG8W8utOmTcvS18dYbkSDKVfcX4FFtxeJ1wMqDcBk98mqncGKxAQDmzsCUX6AbVmg927A0Fxs8g6JRe+11xERlwxXxwL4p18NGOnzTHqMMe2U1XiGUIzRvHlzeHt747///oOnpyf++ecfFClSJN1+dAc7ICBA+aA0zHwZ08iy6L///pPp6urKWrZsKZs1a5Z40LKenp5sz549WTqWm5ubbNiwYcrXqampMgcHB9mcOXMy3L9r166ytm3bplvn7u4u+/HHHz/a18vLi0oYyO7evZtufUREhExfX1+2a9cu5bonT56Ifa9evSpeHzlyRCaRSGSBgYHKff7++2+ZhYWFLDExMdNfX2RkpDhuSEhIpt/DviwpKUm2b98+8cxUKyExQTZw20BZpQ2VxOOfB/+o50TxETLZ3/VksukWMtmiijJZxBvlJv+IOFmdOadlTuMPyVouPi8Lj83875w2459b9eDrqj70v4v+h9H/spwSHx8ve/z4sXjOTbIazyjiihIlSnz2Z3f69OmyKlWqfHK7umKas2fPimOEh4cr11E8ResoviLr16+XWVpayg4ePCgrU6aMzNjYWNa5c2dZbGysbMOGDTInJydZgQIFZCNGjJClpKRk+3ue5S4T6mq+fv06bG1tsW/fPvGgZer67tSpU6aPQ5H+7du30axZM+U6iUQiXl+9ejXD99D6tPsT+gTzqf0zQudMTk5OdxzqXi9WrJjyOPRM6QaFChVKd56oqCg8evQo0+diLDeh2qrTr07HtaRr0IEOprhPwUCXgao/UVIc8G8PIPABYGIL9NkHWMp7FEJiEtFrzXX4RcSjuK0pNg1wQwETnvKZsfx8xycuOU4jj09NRa+KeIYcOHAAtWvXFrfzKd6oVKkSfv/9d9Ejmtbz58/h4OCAEiVKoFevXuL2vrbENHFxcWIm1O3bt+PYsWM4d+6ciAUprYEeVEFq1apVogc5u76qLk316tWxZcuWbJ2YKgrQNyXtBST0+ulTeWHwDwUGBma4P63PLNqXZuYqUKDAJ4/zqfMotn1KYmKieCjQDwOhHyZ6MNVQXEu+pqqTlJqEiZcn4uybs5BAgulu0/FNyW9Uf41TEqG7qy8kry9DZmiOlB47AUsn+mYiPC4JfdbdwqvgWBS2NMKGftVgZaSbZ77P/HOrHnxd1Ucbrml8Sjzct7lr5NzXe16Hib6JWuIZ8urVK5w5c0YEoRTcvXjxAj/99JO47pRaQCgXlm7fly1bVqQDzJw5E/Xr1xepkObm5mqNaTKD2koD8UuWlNfF7tKliwhSKYeW8mkrVKggJpyiGv7dunXL+YCVvjF79+7FkydPxGtqUIcOHaCnp+K6jLnMnDlzxA/Th+gbRYnOTLVOnjyp6SbkCfHSeGyL2wavFC/oQQ/dTbtD95kujjxLP6Axu3RkqajhtRwOkbeRIjHA1WIjEXbnDYA3iE8BVjzWhW+sDiz0ZfiheAzuXTmLj4dM5n78c6sefF1Vj3rPmPpIpVIxAGr16tViunvqDPTz88P8+fOVAWvr1q2V+1euXFkEsE5OTmIsEY3n0TSKbRTBqiIQpoFnFKymXfe5XN7MynKESd3HVMaKonKK+AkNcCpYsKBI+qUu7cygNAL6Bn04ko1e29vbZ/geWp+V/T91DOq+p5F5aT+RpD0OPX84uk9x3s+da+LEiSLpOm0Pq6Ojo/h0QaP3mGrQJzr650TJ6vr6Kp4WNJ8JigvCiLMjRLBqqmeKeXXnIfx+uOqvrTQVugd+giTyNmS6hkC3bahFJaxooGRiCn7YdAe+sRGwMtHH1gE1Udru/R+7vIJ/btWDr6v6hIaGaroJMNYzFj2dmjq3uuIZQpUB6GeW3qtQvnx5EV9RnEI9px8qUKCAqCRAvbHqjmk+9GGqAvnwd46qGGS0joLzHA9YBw4cKEas3bp1C1ZWVmJdeHg4vv/+ewwePFiMQMsM+kbQp4nTp0+Lkf6EviB6TZMSZIRyPWj76NGjlevoDxWtzyw6J11MOg7l4xIamUc5IYrj0PNvv/0mPhHQpx/FeSwsLERv8qdQSQp6fIjOx39IVY+va/a8CH+BIaeGiKC1oHFB/N3sb5QwL4Ej94+o9tpSHtjBn4FHuwGJHnS6boReGXm+VUJyKoZuu487PhGwMNLDloHuqOBgibyMf27Vg6+r6mnD9aRgJzO35TXpa+IZQpMvbdu2TexLOa/k2bNnIpDNKFglMTExePnyJfr06aP2mEYR2CoCYUph0KQsB6xU1zRtsEpomS5GzZo1s3Qs6o3s168fatSoATc3NyxZskSUperfv7/YTpMTUHkHutVORo0ahYYNG2LhwoWiRAMl+VJbqDtdISwsTHyjqKyD4hun+BRBD0tLS9GNTue2trYW37ARI0aIb2itWrXEvlTHlb6J9AMxb9488WlnypQpIjE6o4CUsdzmVuAtjDw7EtFJ0ShuWRwrm62Eg5mD6nPWKFg9Pgm4sxGgsljfrgbKym9xJaak4sfNt3H1VSjMDPWwaYA7KubxYJUxljd9KZ7JKKYZOnQoli9fLmIbikNocBUNuho5cqTyPb/88gu++eYbkQZAcQ2lClCPLJX4JOqOaSZMmCDaSx2TipRHirtoEJjWB6zUFU0RN/WypkWRO9VozQpKwA0ODha1wOgCurq6ilFmimRgCjwVnzoUkxPQpxG60JMmTRJ1X6lKQdo0BBp1l/YHpHv37uKZvslUgJcsXrxYHJc+jdAgKRot99dffynfQz8Mhw4dEj9M9E03NTUVP4izZs3K6uViTOuc8D6BCRcnIFmajKp2VbGsyTJYGqopUDz7O3Dt3e9W+2VAJXkPQHKqFCO23cX5Z8Ew1tfFuu9rinqrjDGWG30pnskopqGUwePHj4s6qpSfSsEsBa/jx49X7vPmzRsRnIaGhorUS6ozf+3aNbGsoM6YhtpF76EeX0r/pIoA1EYKgnOaDtW2ysobaCTbr7/+KoI/RfROF4++8D/++ENcTAWK9PMzymGlTz80gpBzWFWHegHp57BNmzZaccsqN9n6ZCvm3pgrZq9qWqwp/qj/B4z0jNRzbS8tBk7JPySizQLAbZBYTEmVYszO+zh43x8GehKs61cT9UrbIq/jn1v14OuqPhQkUX5mZGRkjv0/p1mbvLy8ULx4cTFjFNOMc+fOifE31LP6YQUCTX3Ps9zD2q5dO/HctWtXkVtCFDEvdVsrXtO2jBJ0GWOaqbG68NZCbHkiL0dHU61OdJuo+qlWFa4sex+sNpupDFZTpTL8skserOpJdLCyd7V8EawyxhjLniwHrFSiiTGWe1Ce6q8XfsUlP/l0fqOqjRLTrSo+cKrctb+BE1Pky40mAvVGK4PVcf/dx757/tCV6GB5z2poUi59bUDGGGNMJQErDXpijOUOb6LfYPjp4XgZ+RJGukb4vf7vaO7UXH0nvL4aODZBvtzgV6CRfFkqlWHingfYc8dPBKvLelRFq0qZL6fCGGMs5zRq1CjTM33llExPzUp5mK9fv/6oJisNcKL0ABoMxRjTHneC7qDn4Z4iWLUztsOG1hvUG6zeXAMcHSdfrjcWaDxJGaxO3vcQO2+9gUQHWNLNFW1cCquvHYwxxvKcTAesVCaBRoelrQpA04PdvHlTjEqjOqw0HRdjTPMOvDyAgScGIjwxHOWty2Nb222oaJO+sodK3d4AHP5ZvlxnJNB0GhVQFJ/Qpx3wwL83fEWwuribK76pkvPlUBhjjOWTgJUqAdAMVwqbNm0SNb+oLuv+/ftF7bAVK1aoq52MsUyQyqRYemcpJl+aLMpWNSvWDBtabUAhUzXmit7ZDBwcJV+uNQxoPksZrM48+BhbrvnQS8zvUgUdXIuorx2MsTxD225HM81/rzMdsFJdMZofVuHMmTP49ttvoacnT4OlYJaK3jLGNCMyMVLkq655uEa8HuQyCAsbLVTvLDH3tgEHRsiX3X4EWv6mDFZnH3qCDVe8xaa5nSujc/Wi6msHYyxPUExTStONsvwhLi5OPH+pLF2mB11RDTaaq5ZmWyA0Ly3NrqBAI44pNYAxlvM8wzwx+uxovIl5A0NdQ0yvPR3flJSXmVObO5uAAzQjiwyoORBoPTddz6oiWJ3zrQu61nBUb1sYY3kCdYKZmJiIIvwUwKQttM/yFvpfQcEqpZhSrVfFh5VsB6w0SQDlsP7zzz/Ys2cPoqOj0aRJE+V2mv+WZm1gjOWsw68OY8aVGUhITUARsyJY3GgxytuUV+9Jb64FDo+VL9ccBLSepwxWpx94hE1XXyuD1R5uxdTbFsZYnkGdX4ULFxaF5D8c6M3yJgpW7e2/XDUm0wHr7Nmz0bRpU2zZsgUpKSlialQrKyvl9u3bt3PJK8ZyEOWoLrq1SDkZQF2HumLmqgJGap7i9Poq4Oiv8uVaPwEtfxfBKlUDmLrfA1uvy3NW535bGV1r8odYxljW0DSgNPU6pwXkffr6+l/sWc1ywErzyT558gSXL18WkbC7u3u67d27d0eFChWy3lrGWJaFxIfgl/O/4HbQbWW+6jDXYeqbuUrhynLgxGT5ct1R8lms3gWrVLqKqgEoBlh14ZxVxthXolQAnpqVffXEATSncIcOHTLc1rZt26wcijH2lW4G3sSECxPwNv4tTPVN8Vvd39DUqan6T3xxEXB6pny5/i9AkynKYHXinofYcUteumrBd1XwbTUOVhljjGlwpivGmGakSlOx+sFqrHywUpSvKm5ZHEsaL0EJyxLqP/n5ecDZ3+TLjSYBjca/a5MM43c/wH+33yjrrHLpKsYYY6rGAStjucDbuLeYcHGC6F0lHUp2wCT3SeotWUWoPt6Z2cDFhfLXTaYCDX4RiympUoz77wH23pVPt0rBanueFIAxxpgacMDKmJa7+OaimAiAZq0y1jPG1FpT1V+yikil8sFVN/+Rv24+G6hLZayApBQpRm2/i6MegSJYXdrdFe0qc7DKGGNMPThgZUxLJacm48+7f2LDow3idTnrcpjfYD6cLd9P4KE20hTg4HDgwXYqNAO0XSCvtQogITkVP229gzNP38JAV4LlPauiRcUvlyRhjDHG1B6wUimr1NRUGBoaKtcFBQVh5cqViI2NFTNd1atX76sbwhh7zyvSC5MuToJHqId43aNcD/xc42cxKYC6SaRJ0N39A/DsCKCjC3RaCVTuKrbFJaVg0KZbuPwiFIZ6EqzuWwMNyxRUe5sYY4zlb5kOWAcNGiRqo61atUq8pokDatasiYSEBFHkd/Hixdi/fz/atGmjzvYylqfRYKp/n/6LJbeXiIkAzA3MMbvO7JypAkCSYlDr5SJIYh4DFBx/twEoJ/+djkpIxg/rb+LW63CYGuhi7fc1UauETc60izHGWL6W6YCV6q8uX75c+XrTpk2ix/X58+ewtLTE+PHjMX/+fA5YGftKATEBmHp5Kq4HXhevaxeujVl1Z8HeNIdut8eHQ3dbFxSMeQyZvil0evwLlJBPBhIRl4S+627gwZtIWBjpYcMPbqhW7P3EIYwxxphWBKx+fn5i5gmF06dPo3PnziJYJf369cP69evV00rG8jCazvTAywP448YfiEmOEQOrfq7+M7qW7SqmKcwRMW+BzZ0gCfJAkq4pJL32QM+5ltgUHJ2IPmuv42lgNKxNDbDpBzdUKiL/vWeMMca0KmClGSfi4+OVr69duyZ6VNNuj4mJUX0LGcvDQuNDMevqLJzxPSNeVylYBb/V+w1OFk452IiXwJZvgXBvyEztcNlxJOoVqS42+YbFiWDVOzQOBc0NsW2gO0oXMs+5tjHGGGM0viKzO7q6umLz5s1i+eLFi2LAVZMmTZTbX758CQcHLmvDWFZ6VTvu7yiCVT2JHkZVG4WNrTbmbLDqdwdY20IEqyjghJS+BxFlXExseh4Uje9WXhXBapECxtj5Y20OVhljjGl3D+u0adPQunVr7Ny5EwEBAfj+++/FYCuFvXv3om7duupqJ2N5hm+UL2Zdm4VrAdfE6zJWZfB7vd9R1rpszjbkxWlgRx8gORawrwz0+g8wsgbgiftvIjFw8x1ExCWjtJ0ZNg9wh70lz+vNGGNMywPWhg0b4vbt2zhx4gTs7e3x3XfffdQD6+bmpo42MpYnJEuTsfnxZvx9729RAYBKVA2pMgT9KvaDvkQ/ZxvzYCewb6i83mrxhkC3LYCRBZCcDM9IHUxcfwtxSalwdSyA9d/XhJWpQc62jzHGGPvaiQPKly8vHhkZPHhwVg7FWL7yKOQRpl+ZDs9wT/Ha3d4d02pPQzEL+e33HHVlGXBiiny5Uheg49+AnjwgPf4oCKueSJAqS0W9UrZY1ac6TA15fhHGGGOalen/RBcuXMjUfg0aNMhOexjLUyITI/HXvb+w3XO7qLFqaWiJX2r8gg4lO+RcBYC0U62enApcfVeertZPQIvfAIk8lX3nTV9M2PMAUpkOWlUshKU9qsJQTzdn28gYY4xlJ2Bt1KiR8h8sDRjJCG2n2qyM5Xep0lTsebEHf975ExGJEWJd6+KtMb7meNgYa6DYfnI8sHcI8Hif/HXz2UCdEfRLK36fV55/hbnHnopNte2kWNK1MgerjDHGcl/AamVlBXNzczHYqk+fPrC1tVVvyxjLpe6+vYs51+fgSdgT8bqEZQmMdxuPOg51NNOgmGBgew/gzU2AcmU7rACqdBObUqUyzDr4CBuvvhavB9d3RoXkF9CV5HDvL2OMMaaKgJUqA1AlgHXr1mHevHliRqsBAwagVatWOX9rkzEtFBQbhEW3F+GI1xHx2lzfHD+5/oRu5brl/KAqhWBPYOt3QMRrwKgA0H0r4FxPbEpITsXo7fdw7FEgdbRiatsK6ONeFEeOvNBMWxljjLHsBqwGBgbo1q2bePj4+GDDhg0YPnw4EhMTxSxXM2fOhJ4eD85g+U9sciw2PdqE9Y/WIz4lHjrQwbelv8WIqiM0c/tf4dU5YEdfIDESsCoO9NoF2JZWTrU6aNMt3PQOh4GuBIu6VUG7yg5ITk7WXHsZY4yx7E4ckFaxYsVEXdZTp06hTJky+OOPPxAVFfU1h2Is10pOTca2J9vQZk8b/HX/LxGs0kxV/7b7FzPqzNBssHpnM7ClszxYdawFDDytDFb9IuLRZeVVEayaG+lh0wA3EawyxhhjeSZgpR7Vbdu2oVmzZqhUqZLIZT18+DCsrang+NdZsWIFnJ2dxfSu7u7uuHHjxmf337VrF8qVKyf2d3FxwZEj8luwCjSIhAJqmtjA2NhYtPX58+fK7efOnRNpDBk9bt68Kfbx9vbOcDtNScvyNxrtf/jVYbTf1x5zbsxBWEIYipkXw/wG87G59WZUtKmowcZJgdOzgAPD5TVWK3UG+u4HTOXB85OAKHz712W8eBsDewsj/DekDmqV0GBgzRhjjGVCpu/hUxC5fv16bN++XQSX/fv3F7NeZSdQJTt27MDYsWOxcuVKEawuWbIELVu2hKenJ+zs7D7a/8qVK+jRowfmzJmDdu3aieC5Y8eOuHPnjgigCeXY/vnnn9i4cSOKFy+OqVOnimM+fvxYBLl16tQROblp0T6nT59GjRo10q2nXuSKFd8HIDY2/M89v6IPQlf8r2DJnSV4GiYfUW9jZIOhVYbi2zLfai5PVSExWl4J4Okh+esG44BGk5Rlqy49D8HQLbcRnZiCMoXMsKG/GxwKGGu2zYwxxpgqA9ZatWqJVICRI0eievXqYt2lS5c+2q99+/bIikWLFmHQoEEiACYUuFKPLQ3umjBhwkf7L126VAz0GjdunHg9e/ZsnDx5EsuXLxfvpaCCgt4pU6agQ4cOYp9NmzahUKFC2LdvH7p37y7ycWm2LgXK29u/fz9GjBjx0QAyClDT7svyH/qZuux/Gavur8K94HtinZm+GfpX6o/e5XvDRN9E000EwryA7T2Bt48BXQPgm6WAa0/l5n9v+GDKPg9RFcCtuDX+6VMDliYaDrAZY4yxTMrSKCkabEUB4qdktQ5rUlKSmO514sSJynUSiUTcwr969WqG76H11CObFvWeUjBKvLy8EBgYKI6hYGlpKXpv6b0UsH7owIEDCA0NVQbNHwbgCQkJIlf3119/zXJAznJ3oHrW9yxWP1iNR6GPxDoDiQG6l+uOgS4DYWVkBa3w6jywqx8QHw6YFQK6bQUca4pNUqlM1FdddeGVeN3R1QFzu3CNVcYYY3k0YJVSbpyKhYSEiACXej/TotdPn8pvuX6IgtGM9qf1iu2KdZ/a50Nr164VQW/RokWV68zMzLBw4ULUrVtXBNG7d+8WqQcUGH8qaKX8XnooKAaiUQ8uj75WHcW1VNc1pRzV076nscZjDZ5HyHOfjXSN0KV0F/Qp3wcFjQuq9fyZJpNBcmsNJCenQEeWCmnhqkjtsgmwKEyNQ3xSKn7Z/RAnHr8Vu49sXBLDG5eAjkyK5GSpRq5tfsbXVj34uqoPX1OmTVRahyo+Pl4McspN3rx5g+PHj4t83LRoMFnantyaNWvC398f8+fP/2TASnm1VN7rQ2fPnoWJiRbcNs5jKBVElZJlybifdB+XEy8jWBos1hnCEO6G7qhrWBemgaa4GSgflKdpEmkyKvtuhFOYfMpkX6u6uGfXH9JLd2nqAkQlAf881YVPrA50dWToWVKKkgmeOHrUUyPXlr3H11Y9+LqqXlxcnKabwJhqA1bqVaQcUgrmPtWLmREKCnV1dREUFJRuPb3+VN4orf/c/opnWkdVAtLu4+rq+tHxaCAZ5alm5lY/pRV87o8ipTakDXKph9XR0RGNGzfmwVoq/tRP34fmzZtDXz/7eZgh8SHY9XyXeCimUaWi/z3K9hAPS0NLaJWoAOju+QGSsJuQ6UggbTId9u4/odW7/GvPwGgM3nIX/rEJsDLRx4oerqjpbKWRa8ve42urHnxd1YdS5RjLdQErBaUzZswQfxho0BLlc9Itcgr4Jk+eLALPMWPGZOnkdBwawEWj8+lYitQDek2TEmSkdu3aYvvo0aOV66hNtJ5QVQAKWmkfRYBKgeP169cxdOjQj3IUqf19+/bN1B+6e/fupQuCP2RoaCgeH6Jj8x9S1cvudfUM88Smx5tw1OsokqXyW1+FTQujV/leovC/uYE5tA7lq+4eAMQGA4aW0PluHXRLNYMiI/X0kyCM2n4PMYkpKGFrinXf14SzrWmWT8M/s+rD11Y9+LqqHl9PlisDVqprumrVKjGYiUpLfffdd2KQEtUlpZH+9JqC1qyiHkmaKYvKSbm5uYkR/rGxscoBUBRMFilSRNxuJ6NGjULDhg1Ffmnbtm1Fma1bt25h9erVyoFfFMz+73//Q+nSpZVlrRwcHJRBscKZM2fEIK2BAwd+1C4qiUUBddWqVcXrPXv2iMoFa9asyfLXyLRHUmoSzvicwc5nO9Pd3qeC/30q9EHTYk2hJ9HCGdsoh/zyYuDM/wCZFChUCei6CbApqfzw9de5l1hwwpNSW+Fe3Bqr+lRHARMDTbecMcYYy7ZM/2emYv1UHopunXt4eKBy5cpISUnB/fv3PyoFlRU01WtwcLAIiCmdgHpFjx07phw0RZUJaNCTAtVQpdqrVLZq0qRJIiilgVCKGqyEen8p6B08eDAiIiJQr149cUyqwfrhYCs6Hk1CkBGqiPD69Wsx5SztQzVju3Tp8tVfK9OcV5GvsPvZbhx8eRDhieFina6OLpo7NReBauWClaG1aPQ/1Vd9dkz+2rU30HYBoC/PF6fBVb/ufoCD9/3F617uxTD9m4ow0PuqiewYY4wxraMjo66ZTKDeRuqNpN5OQoOraDIBmmmKZYxSEaikFlVD4BxW1eas0exmbdq0+ewtq4SUBJx8fRL/PfsPd97eUa63M7FDp1Kd0Ll0ZxQ2+3SKh1YIuA/s6ANEvAZ0DeWBarW+ys00zergTbfwyD8KehIdzGhfEb1rOan92rKs42urHnxd1ZvDSmNNIiMjYWFhoenmsHwu0z2sVH6KglblG/X0ROknxrRJqjQVt4Ju4YjXEZz0Pono5GixXqIjQYMiDdC5TGfUK1JPO2/7p0WfI+9sAo6MA1ITgQJO8hQAh/cDB296h4mZq0JikmBtaoC/elXjaVYZY4zlSZn+r00dsd9//71yUBEV0x8yZAhMTdMP6KBcT8ZyEv1s0lSph18dFgOo3sbL644qBlHRAKqOpTrC3jSXzFgWHwEcGgM8eve7VKY10OlvwPj9SP/tN3wwdb8HklNlKF/YAqv7VIejNZdOY4wxls8DVhoYlVbv3r3V0R7GMh2kUlH/8/7nRZDqFeml3Eaj+1s4tUDbEm1Rza4adCW5aFYnn+vA7oFApA9AvcBNpgB1RtEUcGJzQnIqZhx4hO03fcXrNi72WPBdFZgYaHmPMWOMMZYNmf4vR+WfGNP07f4HIQ9w0uskDkcfRtiRMOU2mjK1oWNDEaTWL1IfBrq5bHS8NBW4tAg4OweQpcpTALqsA4rWUO7iGxaHoVtvw8MvCjTO8efmZTCscalsDXpkjDHGcgPulmFaLS45DjcCb+Cc7zmc9T2LsIT0QWodhzpo6tRUlKPSyrqpmRHpB+z9EfC+KH9dqQvQbjFg9H6Qw1nPtxi9/R4i45PFZABLu1dFgzLyKWIZY4yxvI4DVqZVpDKpyEe94n8Fl/0u417wPaRIU5TbKSit71Aflm8tMaztMFiaaNksVFn15BBwYLi8dJW+qbwKQJUeVFBYbJZKZVh6+jn+PPNcjMOqUtQSf/WujiIFctcUyIwxxlh2cMDKNJ6L+ib6jRjZfz3wOq76X03Xi0qKmhUVI/ubFGuCGvY1gFSIMjYm+rl4kBENrDo2Ebi/Tf66cBWg8zrAtpRyl/DYJIzecQ/nnwWL171rFcPUdhVgqJeLcnIZY4wxFeCAleV4D+rLiJe4E3QHt4Nui0faUf3ERM8EboXdUNehrng4Wjim256cKp9GNdd6eRbYPwyI8qNSyECdEfLBVXrvp/W9/TocI/+9K+qsGulL8HsnF3xbrahGm80YY4xpCgesTK2ot9QjxAOPQh7hYchD8YhIjEi3j75EHy62LqheqDpqO9SGa0FX6OvmwQLgSbHAyWnAzXfT+1oVBzqtBIrVUu5CKQB/n3+JRSefIVUqg7ONCf7uXV2UrmKMMcbyKw5YmcqExoeKUlNPQ5/CI9RDBKp+MdSLmJ6xnjGqFKwiAlR6ULBqpJd+2tw8x+eafHrV8Hflt2oOBJrPAgze1zF+G52AsTvu49KLEPG6g6sD/texEsyN8mDwzhhjjGUBB6wsy+JT4uEd6S2C02dhz/AsXP4ITQjNcP/ilsVRyaYSKtlWEsFpOZtyolc1X6Be1bO/A1dXUMYuYFEE6LAcKNkk3W4XngVj7M57YtYqY31dzOxQEd9VL8olqxhjjDEOWNmn0Mj8wNhAvI56De8obxGgiucob7E+IzrQQTGLYihjVQYVbCqI4JSec225qex6cUo+Y1WEj/x1lZ5AqzmAcQHlLsmpUiw88Qwrz78Ur8vZm2N5z6ooZZdPrxljjDGWAQ5Y86mElAQExwUjKC4IAbEB4tY9Pfxj/MUzBaWpVMD+EywNLVG6QGkRnCoeJQuUzN0j91UlJhg4PhF4uEv+2tIRaLsQKNMy3W6vgmMwdud93PONUFYBmNK2Aoz0uQoAY4wxlhYHrHlIYmoiwhPCxUAnxbNiOSQ+BG/j3iI4Plg8RyVFffF4dNve0dwRzhbOcLZ0TvdsZfR+Xnv2DhVKvf8vcHySvK6qjgRwHwI0ngwYmqXZTYYt133w++EniE9OhbmRHuZ1rozWLoU12nzGGGNMW3HAmkM5n7HJsaKkk+JBvZd02z0pNQnJ0uR0z/Sg98SlxInntMs08xMFmzFJMYhOin7/SI4W27PCSNcIBU0KwsHUAQ5mDihiVkT5TA/aJqGgi31Z6Ev57X+v8/LXhVyA9kuBItXT7RYUlYBf/3ugrK1at5QN5nepAgeeCIAxxhj7JA5Yc0CLvS2ga5wzt3n1dPRE76fiYW1oLZ5tjG1gZ2Infxjbwc7UDub65jyoJ7sSY4AL8+WDqqTJAFU7aDQBqD0c+KA01+EHAZi87yEi4pJhqCfB+Fbl8H0dZ0gk/D1gjDHGPocDVg2iW+4GugbyZ4mBqD2qWEelnxQPygtVLuuZwMLAQgxkUjzTw8zATOSVchCag7f/H/4HnJwKRAfI15VqBrSZD1iXSLdrZHwypu/3wL57/uJ1pSIWWNLNlQdWMcYYY5nEAWsOONHpBAraFoQEEhFM0m12vtWeiwU8AI7+Cvhclb+2cgZa/QGUaQV88GHh5OMgTNn3EEFRiaCO1GGNS2FEk9Iw0OPvP2OMMZZZHLDmAOoZNdR9P+0my6ViQ4FzvwO31gEyKUAVEeqPBWqPAPTTT3wQEpOIGQce4dADee9rcVtTLPiuCqo78WA1xhhjLKs4YGXsS5LigOt/A5eWAInvqitU/BZoMRuwLJpuV6oAsP+eP2YefITwuGToSnQwuEEJjGpamstVMcYYY1+JA1bGPkWaCtzbCpydA0TL809hXxlo+TtQvP5Hu/tHxGPKPg+cefpWvC5f2EKUq3IpapnTLWeMMcbyFA5YGctoQNWz48Cp6UDwU/k6y2JA06lApS6AJH3+aapUhq3XX2PeMU/EJKbAQFeCUc1Ki55VfV3OVWWMMcayiwNWxtJ6fQU48z/g9WX5a6MCQINxgNsgQO/jPOS7PuGYut8DHn7yVIFqxQpgXpfKXAGAMcYYUyEOWBkj3peBc3MA74vy11RPlWapqjcGMC7w0e7hsUmYd/wptt/0FR2yFkZ6GNeqHHq6FRN5q4wxxhhTHQ5YWf7mfQk498f7QFWiD1TtDTT45aMBVUQqlWHnLV/MPfZUDKoiXaoXxYTW5WBrxpUgGGOMMXXggJXlP9QlSoHq+bnpA9VqfYB6Y4ECjhm+7cGbCEw/8Ah3fSLE63L25pjdsRJqOlvnZOsZY4yxfIcDVpa/Rv0/OQhc+RPwu50mUO0rv/X/iUA1IDIe8495Ys9dP/Ha1EAXY5qXQb86zjyoijHGGMsBHLCyvC8pFri3Dbi6HAj3lq+jiRzo1v9nAtXYxBSsOv8Sqy++QkKyVKz7tmoR/NqqHOwt008UwBhjjDH14YCV5V0xwcCN1cDNf4D4cPk6Yyug5iDAbTBgVjDDt1GZqt2332D+CU8ERyeKdW7O1pjSrjwqF/14ABZjjDHG1IsDVpb38lN9bwA31wCP9wGpSfL1Vs5A7eGAa0/AwPQTb5Xh3LNgUU/1SYC8TFUxaxNMalMOLSvaQ0eHR/8zxhhjmsABK8sbEqOBBzuBW+uAII/364vUAOqMAMp/A0g+PTXqtVehWHDcE7dey3tizY30xHSqfWo7wVCPp1RljDHGNIkDVpa7BT2SB6n3dwBJ0e9rqLp0AWoMAIpU++zb7/tGYMEJT1x8HiJeG+pJ0Le2E4Y2KgVrU4Oc+AoYY4wx9gVaMcR5xYoVcHZ2hpGREdzd3XHjxo3P7r9r1y6UK1dO7O/i4oIjR458dGt32rRpKFy4MIyNjdGsWTM8f/483T50PrrFm/bxxx9/pNvnwYMHqF+/vjiPo6Mj5s2bp8Kvmn212BCUeHscemsaA3/Xkd/+p2DVphTQcg7w81Ogw4rPBqtPA6MwaNMtdFhxWQSrehId9K5VDOfHNcbkthU4WGWMMca0iMZ7WHfs2IGxY8di5cqVIlhdsmQJWrZsCU9PT9jZ2X20/5UrV9CjRw/MmTMH7dq1w7Zt29CxY0fcuXMHlSpVEvtQYPnnn39i48aNKF68OKZOnSqO+fjxYxF8KsyaNQuDBg1SvjY3fz+dZlRUFFq0aCGCXWrbw4cP8cMPP6BAgQIYPHiw2q8L+0BKIvDsOHD/X+g9PwEXacr7slRlWwE1BwLFGwJfyDOlHtW/zr3A8UdB8rfrAJ2qFsXoZqXhaG2SE18JY4wxxnJbwLpo0SIRNPbv31+8puDw8OHDWLduHSZMmPDR/kuXLkWrVq0wbtw48Xr27Nk4efIkli9fLt5LvasU9E6ZMgUdOnQQ+2zatAmFChXCvn370L1793QBqr29fYbt2rp1K5KSkkQ7DAwMULFiRdy7d0+0lwPWHJKaAry+LB889WivcqQ/haThJsVhUe9H6FbpCpjafPYw9DNx7VWYCFQVt/5JW5fCGNO8NErZvf+gwhhjjDHto9GAlQLC27dvY+LEicp1EolE9GpevXo1w/fQeuqRTYt6TykYJV5eXggMDBTHULC0tBS9t/TetAErpQBQwFusWDH07NkTY8aMgZ6e/JLQvg0aNBDBatrzzJ07F+Hh4bCysvqobYmJieKRtpeWJCcniwfLBGkKdF5fhs6T/ZB4HoFO3PsAU2ZmD6lLVySV/xYX7vqguWtz6Ovr0wX+ZKB69lkIVp5/hbu+kWKdrkQH7SvbY1D94ihtZybW8ffmPcW14Guienxt1YOvq/rwNWXaRKMBa0hICFJTU0XvZ1r0+unTpxm+h4LRjPan9YrtinWf2oeMHDkS1apVg7W1tUgzoKA5ICBA9KAqjkPpBB8eQ7Eto4CV0hRmzpz50fqzZ8/CxIRvN3+KrjQRttFPYB95G4UjbsMwNUa5LVHXDAEFqsO/gDuCzSsACRLgro/YRj3rGUlKBW6H6OB8oAQBcfIUAT0dGWrbydDYQQobI188v+WL9FnNLK1PXVuWfXxt1YOvq+rFxcVpugmMaU9KgKak7aWtXLmy6En98ccfRdBpaGj4VcekoDftcamHlQZrNW7cGDY2n79tne9E+EDy4iR06PH6EnRSEpSbZCY2kJZtC1n5DpAUq4Miuvoo8sGnfvrn1Lz5ux7WdwIiE/DvDV9sv/8G4XHyngFTQ130cnPE97WdUND8676v+cmnri3LPr626sHXVX1CQ0M13QTGtCNgtbW1ha6uLoKC5ANgFOj1p3JLaf3n9lc80zqqEpB2H1dX10+2hVIGUlJS4O3tjbJly37yPGnP8SEKdDMKdumPaL7/Q5oUB/heA16eBZ6fAII/6EG3dATKtATKt4eOU13o6n75R5OuKaVw3PGJwPrLXjjmEYgUqUxsK2pljH61ndG1piMsjfP5tf8K/DOrPnxt1YOvq+rx9WTaRKMBK/VqVq9eHadPnxYj/YlUKhWvhw8fnuF7ateuLbaPHj1auY4+XdN6QrfxKaCkfRQBKvV0Xr9+HUOHDv1kW2hAFeXPKioT0PEmT54sPr0rfmnpPBTMZpQOwDIY1f/mFuB1AfC+KJ99SpomH0pHFyhWCyjdQv6wK//FEf5pJaQA22++wc7bfnjoJ89PJe7FrdG/bnE0r1BI5KsyxhhjLPfTeEoA3ULv168fatSoATc3NzHCPzY2Vlk1oG/fvihSpIi4VU9GjRqFhg0bYuHChWjbti22b9+OW7duYfXq1WI71VOlYPZ///sfSpcurSxr5eDgoAyKaUAVBbB0q54qBdBrGnDVu3dvZTBKg7AoH3XAgAEYP348PDw8RIWCxYsXa+xaabX4CMDvFuB7U96T6nMdSIlPv49FUaB4A6B0M6BkE8A4a4E/DaK64xOObddf4+A9XSRJH4v1BnoSdKjigO/rOqOig6UqvyrGGGOMaQGNB6zdunVDcHCwKPRPg5moV/TYsWPKAU4+Pj6i51OhTp06ovYqla2aNGmSCEqpQoCiBiv59ddfRdBL5aciIiJQr149cUxFDVa6bU+B7owZM8SofgpqKWBNm39KlQVOnDiBYcOGiV5gSl+gNnJJq3flpkKeAW9uAm9uyIPUEM+P9zMtKA9Q6eFcH7AukaVeVIWw2CTsufMGO2764vlbxYAsHZSwNUVP92LoVLUIbMw4P5UxxhjLq3Rk1G3F1IJSESjwpWoIuXbQFeWevn0MBNwHAh8CgQ/k06GmGSSlZFUccHQDitaUB6gFy35VgEpiE1Nw8nEQ9t/zE7VTFbmpRvoStKlkD8ckHwzr1jpd2TGWfZQCQzPHtWnThvPXVIyvrXrwdVXvoCvqrImMjISFhYWmm8PyOY33sDItkRQr7zUNfiZ/ph7TYE8g9AUgk368v76pfOpTCk4VQaqpbfaakCLF+WfBIkg99SQICcnvz+tSxBLdajqivasDjHWBI0d8RPoHY4wxxvI+DljzE5opKvw1EO4tf0S8Ww55DkT6fvp9pnZA4cqAvQtgXxkoXEXem5omVeNrJSSnih7UE48CceJxECLj3w/McrYxQQfXIiJILVlQXuSfcDFrxhhjLH/hgDWv5JRSMBoTBEQHAFH+HzwHAJE+QML70fQZMrGV38a3LfP+uVAlwDz9JAzZFR6bhNNP34oglYLV+ORU5TY7c0N8U8UBHVwdRK8q96IyxhhjjANWTaL0YSr/RKPp6TlZ8RwHJEYBidFAwrtn8TpKPho/LgygKUvjQoHYECAhIvPnpN5SK2fAykn+XMAJsCklD1BNrNX0ZcrwNDAaF58H48zTt7jpHY7UdzmppEgBY1GGqkXFQnAvbsPlqBhjjDGWDgesOUDvLzfAUAZIU+X5oPSQpmQ8cCk7TGwAcwfAojBgXhiwcHj/bFkUKFAMMDBFTgiOTsTlFyG48DxY9KLS67TK2ZujRUV7tKhQCBUdLLgnlTHGGGOfxAFrDtCJCwZSvxCQ6UgAPWNAzxDQNwYMLQBDc8Do3bN4WABGlvLAlAY40bPJu2eqaZqJ2aHUJSQmEbe8w3DDKxzXXoXicUBUuu3G+rqoVcIa9UsXFL2pjtYmGmsrY4wxxnIXDlhzQHLfIwCVtaLZnSS68lJPEj1Az+j9Q1f/q0tA5TS6xf8mPB43vcPE47pXGF4Fx360H/WcUoDaoLQtqjtbwVBPVyPtZYwxxljuxgFrTqBpR3NrHVYAb6MT8MA3Eg/8IvHgTQQevolEaGzSR/uVLWSOmsWtUNPZGnVK2qKgORfzZ4wxxlj2ccDKlJJTpfAKiYVnYDSeBUXjSUA0PPwiERj1ca6tnkQHlYpYwq24NdycrVHD2QoFTLiIP2OMMcZUjwPWfCg6IRmvQ+NEcOodEiumO6UA9WVwDJJTP574jAbtl7IzQ+WiBVC5qKV4pkFTRvp8i58xxhhj6scBax4Un5QK/8h4BEQkKJ99wuLgHRqL16GxCIn5+Ha+gpmhHsoUMkNZe3OUtjMXvaiUi2pqyD8qjDHGGNMMjkJyySCn2KRU0TMaHpuM0NhEhMYkiZH5FHyGiudEBEUlIiAyHuFxX54JytbMAE42pnCyMRGBaVl7M5QpZC5qonKJKcYYY4xpEw5Yc8D2m74wNouCVCYTBfNT6TlVhoSUVCQkS8VMTzRFaWKyVDzHJaUiKiEZ0Qkpyue0hfYzw9RAF4ULGKOwpZEIQotaGcPZ1hTO74JUcyN9tX29jDHGGGOqxAFrDph7/DkkhtmvO0oDnQqY6MPG1BC25gbi2cbMALZmhqLHlEblF7Y0hkMBY1gY6XFPKWOMMcbyBA5Yc0Cz8gVhYmYhphzV1dGBRKIjgk8atCR/SMSz8btlYwM9mBvpwcJIH5bGtKwvlmkbB6GMMcYYy284YM0B8zu7wCYX12FljDHGGNMkiUbPzhhjjDHG2BdwwMoYY4wxxrQaB6yMMcYYY0yrccDKGGOMMca0GgesjDHGGGNMq3HAyhhjjDHGtBoHrIwxxhhjTKtxwMoYY4wxxrQaB6yMMcYYY0yrccDKGGOMMca0GgesjDHGGGNMq3HAyhhjjDHGtBoHrIwxxhhjTKtxwMoYY4wxxrQaB6yMMcYYY0yraUXAumLFCjg7O8PIyAju7u64cePGZ/fftWsXypUrJ/Z3cXHBkSNH0m2XyWSYNm0aChcuDGNjYzRr1gzPnz9Xbvf29saAAQNQvHhxsb1kyZKYPn06kpKS0u2jo6Pz0ePatWtquAKMMcYYY0xrA9YdO3Zg7NixImC8c+cOqlSpgpYtW+Lt27cZ7n/lyhX06NFDBJx3795Fx44dxcPDw0O5z7x58/Dnn39i5cqVuH79OkxNTcUxExISxPanT59CKpVi1apVePToERYvXiz2nTRp0kfnO3XqFAICApSP6tWrq/FqMMYYY4wxrQtYFy1ahEGDBqF///6oUKGCCBxNTEywbt26DPdfunQpWrVqhXHjxqF8+fKYPXs2qlWrhuXLlyt7V5csWYIpU6agQ4cOqFy5MjZt2gR/f3/s27dP7EPvX79+PVq0aIESJUqgffv2+OWXX7Bnz56PzmdjYwN7e3vlQ19fX81XhDHGGGOMpaUHDaJb8Ldv38bEiROV6yQSibiFf/Xq1QzfQ+upRzYt6j1VBKNeXl4IDAwUx1CwtLQUqQb03u7du2d43MjISFhbW3+0noJZ6pktU6YMfv31V/H6UxITE8VDISoqSjwnJyeLB1MNxbXka6p6fG3Vh6+tevB1VR++pkybaDRgDQkJQWpqKgoVKpRuPb2m2/YZoWA0o/1pvWK7Yt2n9vnQixcvsGzZMixYsEC5zszMDAsXLkTdunVFEL17926RekCB8aeC1jlz5mDmzJkfrT979qzoNWaqdfLkSU03Ic/ia6s+fG3Vg6+r6sXFxWm6CYxpR8CqDfz8/ESKwHfffSdSExRsbW3T9eTWrFlTpBXMnz//kwEr9RSnfQ/1sDo6OqJx48YitYCp7lM//XNq3rw5p2ioGF9b9eFrqx58XdUnNDRU001gTDsCVgoKdXV1ERQUlG49vaZ80YzQ+s/tr3imdVQlIO0+rq6u6d5HASgFk3Xq1MHq1au/2F5KK/jcp3hDQ0Px+BD9EeU/pKrH11V9+NqqD19b9eDrqnp8PZk20eigKwMDAzHq/vTp08p1NHqfXteuXTvD99D6tPsTCiIV+1OpKgpa0+5DPZ1ULSDtMalntVGjRuL8NACLbvt/yb1799IFwYwxxhhjLB+kBNAt9H79+qFGjRpwc3MTI/xjY2NF1QDSt29fFClSROSHklGjRqFhw4Yiv7Rt27bYvn07bt26pewhpVqpo0ePxv/+9z+ULl1aBLBTp06Fg4ODyEFNG6w6OTmJvNXg4GBlexQ9tBs3bhQBddWqVcVrqiBAlQvWrFmT49eIMcYYYyw/03jA2q1bNxEwUqF/GhRFt+2PHTumHDTl4+OTrveTbt9v27ZNlK2iuqkUlNJAqEqVKin3odH8FPQOHjwYERERqFevnjgmTTSg6JGlgVb0KFq0aLr2UFksBSqZ9fr1a+jp6YmJCqhmbJcuXXLgqjDGGGOMMQUdWdoIjakUpSJQSS2qhsCDrlQ7yIJmN2vTpg3nWKkYX1v14WurHnxd1TvoisaaUNlHCwsLTTeH5XManziAMcYYY4yx/7d3H8BRVH8cwB+kUQSCJQJKERCCiigg9R8QBSKggsokAtJEQIpUQekIaCCJNAURQUAHiSCB0RBDaDFSpQqEEHpTipEighCSvP98fzN7c3ccl5Dc5Zbk+5lZ4+6+3X33u+Xud2/fvnWGCSsRERERmRoTViIiIiIyNSasRERERGRqTFiJiIiIyNSYsBIRERGRqTFhJSIiIiJTY8JKRERERKbGhJWIiIiITI0JKxERERGZGhNWIiIiIjI1JqxEREREZGpMWImIiIjI1JiwEhEREZGpMWElIiIiIlNjwkpEREREpsaElYiIiIhMjQkrEREREZkaE1YiIiIiMjUmrERERERkakxYiYiIiMjUmLASERERkakxYSUiIiIiU2PCSkRERESmxoSViIiIiEyNCSsRERERmRoTViIiIiIyNSasRERERGRqTFiJiIiIyNSYsBIRERGRqTFhJSIiIiJTM0XCOmvWLFWpUiVVpEgRVb9+ffXbb785Lb9s2TIVGBgo5WvWrKliY2Nt1mut1dixY1XZsmVV0aJFVfPmzdXhw4dtyly8eFF16tRJlSxZUvn7+6sePXqof//916bM3r17VVBQkBynfPnyKjw83IWvmoiIiIjuiYT1+++/V0OGDFHjxo1Tu3btUrVq1VLBwcHqwoULDstv3rxZdejQQRLM3bt3q3bt2sm0f/9+SxkkljNnzlRz5sxR27ZtU8WLF5d93rhxw1IGyWpSUpJas2aNiomJUYmJiapXr16W9f/8849q2bKlqlixotq5c6eKiIhQ48ePV3PnznVzRIiIiIjIhvawevXq6X79+lnmMzIydLly5XRYWJjD8iEhIbpNmzY2y+rXr6979+4t/5+ZmanLlCmjIyIiLOsvX76s/fz89JIlS2T+wIEDGi99+/btljI///yzLlSokP7jjz9kfvbs2bp06dL65s2bljIffPCBrl69erZf25UrV+Q4qamp2d6GspaWlqZXrlwpf8m1GFv3YWzdg3F1H3x34TsM32VEnubRFta0tDRpvcQle0PhwoVlfsuWLQ63wXLr8oDWU6P88ePH1blz52zKlCpVSroaGGXwF90A6tataymD8jg2WmSNMk2aNFG+vr42x0lJSVGXLl1yWQyIiIiIyDlv5UGpqakqIyNDPfzwwzbLMX/w4EGH2yAZdVQey431xjJnZQICAmzWe3t7q/vvv9+mzGOPPXbbPox1pUuXvq1uN2/elMlw5coVS39Zcp1bt26p69evq7///lv5+Ph4ujr5CmPrPoytezCu7mN8d+G+EKICnbDmN2FhYeqjjz66bXm1atU8Uh8iIqLcwo8BXKkkKrAJ64MPPqi8vLzU+fPnbZZjvkyZMg63wXJn5Y2/WIZRAqzLPPPMM5Yy9jd1paeny69J6/04Oo71MeyNGDFCbiAzXL58WW7aOnXqFP+xuxBuiMOoDadPn5ZRHsh1GFv3YWzdg3F1H1wlrFChglx9JCrQCSv6h9apU0etW7dO7vSHzMxMme/fv7/DbRo2bCjrBw0aZFmGO/2xHHAZHwklyhgJKj7Q0De1T58+ln0gmUT/WRwf1q9fL8dGX1ejzKhRo+Ryk3GZCcepXr26w+4A4OfnJ5M9JKv8IHU9xJRxdQ/G1n0YW/dgXN0H93cQeZrHz0K0SH711Vdq0aJFKjk5WZLKa9euqe7du8v6Ll26SMulYeDAgSouLk59+umn0s8VQ03t2LHDkuAWKlRIktlJkyapH3/8Ue3bt0/2Ua5cOUtSXKNGDfXSSy+pnj17ypivmzZtku3ffPNNKQcdO3aUhBrDZ2H4Kwy/NWPGDJsWVCIiIiIqAH1YQ0ND1V9//SUD/eNmJrSKIiE1bnDC5XTrX3eNGjVS3333nRo9erQaOXKkevzxx9XKlSvVU089ZSkzfPhwSXoxripaUv/3v//JPvEAAMPixYslSX3xxRdl/2+88YaM3WrdKhofH6/69esnrbDovoA6Wo/VSkRERETuVwhjW+XBcQokjBiAG7HQQuyoqwDlDOPqPoyt+zC27sG4ug9jS2bChJWIiIiITM3jfViJiIiIiJxhwkpEREREpsaElYiIiIhMjQlrLsyaNUtVqlRJRh/A+K0YIsuZZcuWqcDAQClfs2ZNFRsbm2d1zc+xxbBoQUFBMj4upubNm2f5XhRkd3veGqKiomTYOGN4OMp9bDGKCUYiwUNOcFMLnorHz4Xcx3X69OkyZnbRokXloQKDBw9WN27cyLP63isSExPVK6+8IsM54t82RtzJSkJCgqpdu7acr1WrVlULFy7Mk7oS4RnBlANRUVHa19dXf/311zopKUn37NlT+/v76/Pnzzssv2nTJu3l5aXDw8P1gQMH9OjRo7WPj4/et29fntc9v8W2Y8eOetasWXr37t06OTlZd+vWTZcqVUqfOXMmz+ue32JrOH78uH7kkUd0UFCQbtu2bZ7VNz/H9ubNm7pu3bq6devWeuPGjRLjhIQEvWfPnjyve36K6+LFi7Wfn5/8RUxXr16ty5YtqwcPHpzndTe72NhYPWrUKB0dHY2br/WKFSuclj927JguVqyYHjJkiHyPffbZZ/K9FhcXl2d1poKLCWsO1atXT/fr188yn5GRocuVK6fDwsIclg8JCdFt2rSxWVa/fn3du3dvt9c1v8fWXnp6ui5RooRetGiRG2tZcGKLeDZq1EjPmzdPd+3alQmri2L7xRdf6MqVK+u0tLQ8rGX+jyvKvvDCCzbLkGA1btzY7XW9l2UnYR0+fLh+8sknbZaFhobq4OBgN9eOSGt2CciBtLQ0eawrLj0b8PABzG/ZssXhNlhuXR6Cg4PvWL6gykls7V2/fl0eqcvnX7smthMmTFABAQHy1DdyXWzxJD48AhpdAvCgFDz85JNPPlEZGRl5WPP8F1c8XAbbGN0Gjh07Jt0sWrdunWf1zq/4PUYF+klX96LU1FT5UjGexmXAPB4X6wie4uWoPJZT7mJr74MPPpA+WfYfrAVdTmK7ceNGNX/+fLVnz548qmXBiS0SqfXr16tOnTpJQnXkyBHVt29f+bE1bty4PKp5/osrHquN7fCEQzQcpqenq3fffVeejEi5c6fvsX/++Uf9999/0meYyF3Ywkr5yuTJk+XmoBUrVtg8ipfu3tWrV1Xnzp3lpjY8mphcKzMzU1qu586dK49/xmOqR40apebMmePpqt3TcFMQWqpnz56tdu3apaKjo9WqVavUxIkTPV01IsoFtrDmAL68vby81Pnz522WY75MmTIOt8HyuylfUOUktobIyEhJWNeuXauefvppN9c0/8f26NGj6sSJE3IXsXWSBd7e3iolJUVVqVIlD2qeP89bjAzg4+Mj2xlq1KghrVi4FO7r66sKupzEdcyYMfJD65133pF5jMhy7do11atXL/lBgC4FlDN3+h4rWbIkW1fJ7fgvNwfwRYIWkXXr1tl8kWMefdIcwXLr8rBmzZo7li+ochJbCA8PlxaUuLg4Vbdu3Tyqbf6OLYZg27dvn3QHMKZXX31VNWvWTP4fwwVRzs/bxo0bSzcA40cAHDp0SBJZJqs5jyv6sNsnpcaPAj6JPHf4PUYe5em7vu7loVYwdMrChQtleI9evXrJUCvnzp2T9Z07d9YffvihzbBW3t7eOjIyUoZeGjduHIe1clFsJ0+eLMPe/PDDD/rs2bOW6erVqx58FfkjtvY4SoDrYnvq1CkZzaJ///46JSVFx8TE6ICAAD1p0iQPvop7P674bEVclyxZIsMwxcfH6ypVqshILWQLn5EYDhAT0oGpU6fK/588eVLWI66Ir/2wVsOGDZPvMQwnyGGtKK8wYc0FjEFXoUIFSZYw9MrWrVst65o2bSpf7taWLl2qq1WrJuUxNMiqVas8UOv8F9uKFSvKh639hC8uyv15a40Jq2tju3nzZhneDgkZhrj6+OOPZRgxynlcb926pcePHy9JapEiRXT58uV137599aVLlzxUe/PasGGDw89OI574i/jab/PMM8/Ie4FzdsGCBR6qPRU0hfAfz7bxEhERERHdGfuwEhEREZGpMWElIiIiIlNjwkpEREREpsaElYiIiIhMjQkrEREREZkaE1YiIiIiMjUmrERERERkakxYiYiIiMjUmLAS5VMJCQmqUKFC6vLlyzK/cOFC5e/v79ZjduvWTbVr186tx8jN8exj4khexMkdKlWqpKZPn26Zx+tcuXKlR+tEROQqTFiJspEU4ct/8uTJNsuRDGD5vSI0NFQdOnTIY8f/9ttvVfHixdWRI0dslv/555+qdOnS6vPPP3e43fjx4yXO9tPatWvVjBkzJMH0hA0bNqjWrVurBx54QBUrVkw98cQTaujQoeqPP/5QZnD27FnVqlUrl+7z+eefV4MGDXLpPomIsoMJK1E2FClSRE2ZMkVdunTJpftNS0tTeaVo0aIqICBAeUrnzp1VcHCw/ADIzMy0LO/Zs6eqU6eO6tev3x23ffLJJyUBs56aNGmiSpUq5ZHW0C+//FI1b95clSlTRi1fvlwdOHBAzZkzR125ckV9+umnbjtuRkaGTeycQd38/PzcVhciorzEhJUoG4zkJCwszGk5JC9IrpAo4BKtffKCZRMnTlRdunRRJUuWVL169bJcgo6JiVHVq1eX1rr27dur69evq0WLFsk2aIEcMGCAJCzWLZZ169ZVJUqUkLp17NhRXbhwIduXurFfRy2XhtOnT6uQkBDZ5v7771dt27ZVJ06csKxHXYYMGSLr0co4fPhwpbXOMtFDK+/UqVMtddq0aZNasGCB09Zqb29veY3Wk6+v721dApDM4T167LHHJEGvVauW+uGHH5zWCXWoUKGCxP21115Tf//9t9PyZ86ckfcC09dffy2tjoglEuh58+apsWPHZvt8wA8gnAt4f3F8tIgePnzYpm6I748//igtuNjPqVOn5H1+5ZVX5DXitS5evPi2elp3CcD7hvno6GjVrFkzORZis2XLFkt5vO4OHTqoRx55RNbXrFlTLVmyxLIesf7ll1+kVds4V4zzYf/+/VL3++67Tz388MPy4yQ1NdVpHImI7oomIqe6du2q27Ztq6Ojo3WRIkX06dOnZfmKFSuQnVnK7dixQxcuXFhPmDBBp6Sk6AULFuiiRYvKX0PFihV1yZIldWRkpD5y5IhMWO/j46NbtGihd+3apX/55Rf9wAMP6JYtW+qQkBCdlJSkf/rpJ+3r66ujoqIs+5o/f76OjY3VR48e1Vu2bNENGzbUrVq1sqzfsGGD1O/SpUsyj+OUKlXKsv7ChQv67NmzMp05c0Y3aNBABwUFybq0tDRdo0YN/fbbb+u9e/fqAwcO6I4dO+rq1avrmzdvSpkpU6bo0qVL6+XLl8v6Hj166BIlSkisnEHcEMf4+Hjt7++vFy5c6LT8uHHjdK1atZy+N4ZJkybpwMBAHRcXJ3HBa/bz89MJCQkOY7J161Z5z/Ba8J7NmDFD6mQdJ3tTp06Vffz5559O652d8+HVV1+VOCcmJuo9e/bo4OBgXbVqVYk/GOdGo0aN9KZNm/TBgwf1tWvX5H1GTPC+4zhYj31PmzbNsm/UEbGG48ePyzxiExMTI/Vp3769nI+3bt2SMjgHIiIi9O7duyV2M2fO1F5eXnrbtm2y/vLly3KO9ezZ03LepKenSywfeughPWLECJ2cnCznMM7lZs2aOY0PEdHdYMJKlAXrpAhJHZI4RwkrEjp8UVsbNmyYfuKJJyzzSBDatWtnUwZJCfaD5NXQu3dvXaxYMX316lXLMiQzWH4n27dvl/0Y22SVsFobMGCA1A1JLHz77beSnGZmZlrKIFFFUrR69WqZL1u2rA4PD7esR+Lz6KOPZpmwQpcuXSSZy05ZJKwoW7x4ccv03HPP3fbe3LhxQ2K2efNmm+2RSHfo0MFhTLC8devWNuVDQ0OdJqx9+vSRHx1Zyep8OHTokNQFiaghNTVVYrx06VKbcwPJrAHJJpb99ttvlmVIFLEsq4R13rx5lvX4IYRl2PZO2rRpo4cOHWqZb9q0qR44cKBNmYkTJ8qPK2v4UYd9o65ERK7ALgFEdwH9WHGZPjk5+bZ1WNa4cWObZZjHJV7rS/m4jG8Pl2CrVKlimcdlVVxCxiVW62XWl/x37twpl4VxORvdApo2bSrLccn4bsydO1fNnz9fLjs/9NBDsuz333+Xm6OwX9QBE7oF3LhxQx09elT6aqIfaf369W0u2zt6bY6MGTNGLt+PHj06W+XRVWLPnj2WCZfa7aG+6EbRokULS50xffPNN1JnR/CeWb8GaNiwodO6IBfMzs12WZ0PWI+YWR8fXSvwWq3PL3R9ePrpp232i+3Q79cQGBiYrb681vspW7as/DXOKdQJ3VXQFQDvNWK3evXqLM8nnCu4Ac065qgP3CnuRER3y/uutyAqwNBPETcOjRgxQvr05QTulLfn4+NjM4+EyNEy44aba9euST0wof8iEk0kFpi/mxu5kGi899570lfROpn5999/JSFy1DfSSGpzAwmX9d+sIGmrWrWq0zKoM6xatUr6YVpz5c1H1apVsyTsRtLnTuin6qrRKKzPKWOfxjkVEREh/VMxNBaSVpynGBEgq/MJcccPJ/yYs5cX8SGigoEtrER3CcNb/fTTTzY3rECNGjXkBiJrmEeC4+Xl5dI6HDx4UG6SQV2CgoKkRcvZDVeOoEUSN3eNHDlSvf766zbrateuLS2BGFUAiaL1hDvzMSEZ2bZtm2Wb9PR0afX1FOubkuzrXL58eYfb4D2zfg2wdetWp8dBzJBAh4eHO1xvjPGa1fmA9YiZ9fHxnqakpMhruRO81/axxjbOxpbNDtQNN9a99dZbckNW5cqVbxsGDa/b+mqBca4kJSXJFQH7uDv6cUZElBNMWInuElqfOnXqpGbOnGmzHGNwrlu3Ti6r4oseXQcwtuj777/v8jqgGwCSh88++0wdO3ZMLufjuNn133//SavYs88+KyMVnDt3zjIBXt+DDz4oCcyvv/6qjh8/LoPu48543CUPAwcOlIQZd6Ijge7bt2+uk6bcQPcFxHrw4MESe1yO3rVrl8QI847g9cTFxanIyEhJ0PF+Yd4ZJL/Tpk2T1sgePXrInfMnT56UhK93796W9yGr8+Hxxx+X+GJYr40bN8qldSSLaB3G8jtBl4GXXnpJjoVkF4nrO++8Iy2xuYH6rFmzRm3evFm6HWD/58+ftymDpBTHxOgAGAUArbMYjuzixYsywsD27dsl7uhK0L1799uSWyKinGLCSpQDEyZMuG08TLQ0LV26VEVFRamnnnpKhjdCuZx2HXAGl+Ux5NGyZcukNQ6JI5Ku7EIigiQTCVW5cuWktdSYjD61iYmJkhij9RWtgUjO0IcVw3EZCRmGL+ratav0+0TCiGGhPAnJIfrHYmgr1BmJHboIYOgnRxo0aKC++uorST7RqhgfH5+tfrVIzlEWDwnAa0arJ5JGxMZISLNzPmA4L3S9ePnllyWG6B8bGxt7W3cQe9gO7xv6LeP9wY+O3I6xi9eNOqNbCYbqwtBh9k8Rw2tD6zDOOaMbCuqBZB3JacuWLeUHHboSoE9t4cL8iiEi1yiEO69ctC8iIiIiIpfjz18iIiIiMjUmrERERERkakxYiYiIiMjUmLASERERkakxYSUiIiIiU2PCSkRERESmxoSViIiIiEyNCSsRERERmRoTViIiIiIyNSasRERERGRqTFiJiIiIyNSYsBIRERGRMrP/A35zWYOoeqILAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rms_spot_vs_field = analysis.RmsSpotSizeVsField(lens)\n", "rms_spot_vs_field.view()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "RMS Wavefront Error vs. Field" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:16:04.757852Z", "iopub.status.busy": "2026-03-24T10:16:04.757178Z", "iopub.status.idle": "2026-03-24T10:16:09.193953Z", "shell.execute_reply": "2026-03-24T10:16:09.192863Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rms_wavefront_error_vs_field = analysis.RmsWavefrontErrorVsField(lens)\n", "rms_wavefront_error_vs_field.view()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pupil Aberration\n", "\n", "- The pupil abberration is defined as the difference between the paraxial and real ray intersection point at the stop surface of the optic. This is specified as a percentage of the on-axis paraxial stop radius at the primary wavelength." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:16:09.198128Z", "iopub.status.busy": "2026-03-24T10:16:09.197639Z", "iopub.status.idle": "2026-03-24T10:16:12.494281Z", "shell.execute_reply": "2026-03-24T10:16:12.493579Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " array([[,\n", " ],\n", " [,\n", " ],\n", " [,\n", " ]],\n", " dtype=object))" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pupil_ab = analysis.PupilAberration(lens)\n", "pupil_ab.view()" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 2 }