{ "cells": [ { "cell_type": "markdown", "id": "2e8a7f97-24b4-455e-b768-57cdee820012", "metadata": {}, "source": [ "# Create perturbed FY files with ad-hoc covariance matrix (all energies)" ] }, { "cell_type": "markdown", "id": "0d8161e9-50c6-4ef3-ac54-01f296e41f7f", "metadata": {}, "source": [ "This notebook follows the procedure to generate ad-hoc covariance matrices for independent fission yields from chain yield evaluations, as described in:\n", "- [Fiorito et al., Generation of fission yield covariances to correct discrepancies in the nuclear data libraries, Annals of Nuclear Energy, Vol. 88, 2016](https://doi.org/10.1016/j.anucene.2015.10.027)\n", "- [Fission yield covariance generation and uncertainty propagation through fission pulse decay heat calculation, Annals of Nuclear Energy, Vol. 69, 2014](https://doi.org/10.1016/j.anucene.2014.01.038)" ] }, { "cell_type": "code", "execution_count": 1, "id": "06dad8ae-478b-44fe-a0cc-8cd37bd4acc3", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:47:57.526569Z", "iopub.status.busy": "2024-09-27T09:47:57.526391Z", "iopub.status.idle": "2024-09-27T09:47:58.336648Z", "shell.execute_reply": "2024-09-27T09:47:58.336126Z" } }, "outputs": [], "source": [ "import sandy\n", "import pandas as pd\n", "from os.path import join\n", "import numpy as np\n", "import random, sys\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns" ] }, { "cell_type": "markdown", "id": "db66e7a6-e7a9-46a2-abea-6cfc699122b3", "metadata": {}, "source": [ "## Extract FYs and covariance data for U235 fission" ] }, { "cell_type": "code", "execution_count": 2, "id": "3096afe7-8921-4dfe-94b4-1e3443954424", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:47:58.338991Z", "iopub.status.busy": "2024-09-27T09:47:58.338439Z", "iopub.status.idle": "2024-09-27T09:47:59.500790Z", "shell.execute_reply": "2024-09-27T09:47:59.500230Z" } }, "outputs": [], "source": [ "za = 92235\n", "tape = sandy.get_endf6_file(\"jeff_33\", \"nfpy\", za * 10)\n", "fy = sandy.Fy.from_endf6(tape)" ] }, { "cell_type": "code", "execution_count": 3, "id": "133e6d50-19b1-41bf-99a0-36d22e21e392", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:47:59.502663Z", "iopub.status.busy": "2024-09-27T09:47:59.502472Z", "iopub.status.idle": "2024-09-27T09:47:59.505458Z", "shell.execute_reply": "2024-09-27T09:47:59.505006Z" } }, "outputs": [], "source": [ "energies = fy.data.E.unique()" ] }, { "cell_type": "markdown", "id": "891967d7-eb66-424f-a8a4-14f625f133cf", "metadata": {}, "source": [ "## Generate perturbation coefficients for all energies and write them to file" ] }, { "cell_type": "markdown", "id": "c47c053d-6022-4cf2-a9c9-d347adc3a9dd", "metadata": {}, "source": [ "Use normalization to chain yields as a constraint to create a covariance matrix. " ] }, { "cell_type": "code", "execution_count": 4, "id": "be23c97c-a32d-4343-b152-8adbe98beed5", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:47:59.507277Z", "iopub.status.busy": "2024-09-27T09:47:59.506956Z", "iopub.status.idle": "2024-09-27T09:48:45.956241Z", "shell.execute_reply": "2024-09-27T09:48:45.955698Z" } }, "outputs": [], "source": [ "tape_rdd = sandy.get_endf6_file(\"jeff_33\", \"decay\", \"all\")\n", "rdd = sandy.DecayData.from_endf6(tape_rdd) # this can take a while" ] }, { "cell_type": "code", "execution_count": 5, "id": "31935394-ef64-4a24-a4d0-9051a09755e1", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:48:45.958186Z", "iopub.status.busy": "2024-09-27T09:48:45.957998Z", "iopub.status.idle": "2024-09-27T09:48:46.306743Z", "shell.execute_reply": "2024-09-27T09:48:46.306201Z" } }, "outputs": [ { "data": { "text/plain": [ "{(902270, 'thermal'),\n", " (902290, 'thermal'),\n", " (902320, 'fast'),\n", " (902320, 'high energy'),\n", " (912310, 'fast'),\n", " (922320, 'thermal'),\n", " (922330, 'fast'),\n", " (922330, 'high energy'),\n", " (922330, 'thermal'),\n", " (922340, 'fast'),\n", " (922340, 'high energy'),\n", " (922350, 'fast'),\n", " (922350, 'high energy'),\n", " (922350, 'thermal'),\n", " (922360, 'fast'),\n", " (922360, 'high energy'),\n", " (922370, 'fast'),\n", " (922380, 'fast'),\n", " (922380, 'high energy'),\n", " (922380, 'spontaneous fission'),\n", " (932370, 'fast'),\n", " (932370, 'high energy'),\n", " (932370, 'thermal'),\n", " (932380, 'fast'),\n", " (942380, 'fast'),\n", " (942390, 'fast'),\n", " (942390, 'high energy'),\n", " (942390, 'thermal'),\n", " (942400, 'fast'),\n", " (942400, 'high energy'),\n", " (942400, 'thermal'),\n", " (942410, 'fast'),\n", " (942410, 'thermal'),\n", " (942420, 'fast'),\n", " (942420, 'high energy'),\n", " (942420, 'thermal'),\n", " (952410, 'fast'),\n", " (952410, 'high energy'),\n", " (952410, 'thermal'),\n", " (952421, 'thermal'),\n", " (952430, 'fast'),\n", " (962420, 'fast'),\n", " (962430, 'fast'),\n", " (962430, 'thermal'),\n", " (962440, 'fast'),\n", " (962440, 'spontaneous fission'),\n", " (962450, 'thermal'),\n", " (962460, 'fast'),\n", " (962460, 'spontaneous fission'),\n", " (962480, 'fast'),\n", " (962480, 'spontaneous fission'),\n", " (982490, 'thermal'),\n", " (982500, 'spontaneous fission'),\n", " (982510, 'thermal'),\n", " (982520, 'spontaneous fission'),\n", " (992530, 'spontaneous fission'),\n", " (992540, 'thermal'),\n", " (1002540, 'spontaneous fission'),\n", " (1002550, 'thermal'),\n", " (1002560, 'spontaneous fission')}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sensitivity = rdd.get_chain_yield_sensitivity()\n", "chfy = sandy.fy.get_chain_yields()\n", "set([(row.ZAM, row.E) for i, row in chfy.iterrows()])" ] }, { "cell_type": "markdown", "id": "628a6721-634c-45ab-9832-dbf733e19c6c", "metadata": {}, "source": [ "Choose among the above fissioning systems for which chain yields are available from [England & Rider, 1993](https://www-nds.iaea.org/endf349/la-ur-94-3106.pdf)." ] }, { "cell_type": "code", "execution_count": 6, "id": "445c5092-df42-437a-b68a-ce81dc41638b", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:48:46.308570Z", "iopub.status.busy": "2024-09-27T09:48:46.308379Z", "iopub.status.idle": "2024-09-27T09:48:46.313518Z", "shell.execute_reply": "2024-09-27T09:48:46.313051Z" } }, "outputs": [], "source": [ "def gls_update(fy, zam, energy, s, y_extra, Vy_extra):\n", " mask = f\"ZAM=={zam} & E=={energy} & MT==454\"\n", " fy_data = fy.data.query(mask)\n", " fy_post = fy.data.copy()\n", " \n", " s_ = np.array(s.reindex(index=y_extra.index, columns=fy_data.ZAP).fillna(0))\n", " \n", " # Put data in a appropiate format\n", " x_prior_ = np.array(fy_data.FY)\n", " Vx_prior_ = np.diag(fy_data.DFY**2)\n", " y_extra_ = np.array(y_extra)\n", " Vy_extra_ = np.array(Vy_extra.data)\n", " \n", " G = s_ @ Vx_prior_ @ s_.T + Vy_extra_\n", " G_inv = np.linalg.pinv(G)\n", " \n", " # GlS update values\n", " x_post = x_prior_ + Vx_prior_ @ s_.T @ G_inv @ (y_extra_ - s_ @ x_prior_)\n", " \n", " # GlS update covariance\n", " Vx_post = Vx_prior_ - Vx_prior_ @ s_.T @ G_inv @ s_ @ Vx_prior_\n", " \n", " Vx_post = sandy.CategoryCov(Vx_post, index=fy_data.ZAP, columns=fy_data.ZAP)\n", " fy_post.loc[fy_data.index, \"FY\"] = x_post\n", " fy_post.loc[fy_data.index, \"DFY\"] = Vx_post.get_std().values\n", " return fy.__class__(fy_post), Vx_post" ] }, { "cell_type": "code", "execution_count": 7, "id": "8c40f3f4-65bc-4f32-9934-991c841fd612", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:48:46.315200Z", "iopub.status.busy": "2024-09-27T09:48:46.314872Z", "iopub.status.idle": "2024-09-27T09:48:53.922564Z", "shell.execute_reply": "2024-09-27T09:48:53.922052Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Condition COV + 1 > 0 for Lognormal sampling is not respected\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "sampling IFY for energy 2.530e-02 eV...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Condition COV + 1 > 0 for Lognormal sampling is not respected\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "sampling IFY for energy 4.000e+05 eV...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "sampling IFY for energy 1.400e+07 eV...\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABKAAAAGMCAYAAADtD9pWAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdeXwTdfrA8c/kaNqkSXpflJYq4IEoiKIoAiqnF5cHoOu9nnj82BVvUDxwRV1ZwVXX2wVE5PICZFEEbwFREZUiUCilN83VNk0y8/sjbWiatLTcx/N+vfqCzExmvjNNJzPPfL/Po2iapiGEEEIIIYQQQgghxH6iO9gNEEIIIYQQQgghhBBHNglACSGEEEIIIYQQQoj9SgJQQgghhBBCCCGEEGK/kgCUEEIIIYQQQgghhNivJAAlhBBCCCGEEEIIIfYrCUAJIYQQQgghhBBCiP1KAlBCCCGEEEIIIYQQYr+SAJQQQgghhBBCCCGE2K8kACWEEEIIIYQQQggh9isJQAkhhBBCCCGEEEKI/UoCUEIIIcRuKIqy259HHnkk4n1VVVXExsaiKAq//fZb1HVfe+21KIqCzWajpqYmYn5+fn5oG88888w+2Z/Vq1czePBgbDYbVquVgQMHsnbt2rBlqqurmT59OgMHDiQzMxOr1Ur37t3597//TSAQCFv2999/Z/z48XTr1g2r1UpmZiYXXnghq1atitj2/PnzGTRoEFlZWZhMJrKzs7n00ktZt25dxLIdOnSIeqxvueWWiGWrqqq46aabSE1NxWKxcO6557JmzZq9O1BRNPy+ov3Exsbu9frdbjcTJ05k8ODBJCUloSgKb7755h6v769//SuKonDRRRdFnf/BBx9w6qmnEhsbS05ODhMnTsTv90csd6COb2t8/fXX9O7dG7PZTEZGBnfeeSdutztsmZZ+T4qisH379r1uxyWXXILZbMblcjW7zJVXXklMTAwVFRV7vT0hhBDicGc42A0QQgghDnXvvPNOs/MeeeQR/vzzT84444yIeXPmzEFRFDIyMpgxYwaPP/541HUYDAaqq6v58MMPufzyy8PmzZgxg9jYWGpra/duJ+qtWbOG3r170759eyZOnIiqqrz44ov07duX77//nuOOOw6ATZs2cccdd3D++eczbtw4bDYbS5Ys4bbbbuPbb7/lrbfeCq3z1Vdf5bXXXmPkyJHcdtttOBwOXn75Zc4880wWL15M//79Q8v+8ssvJCYmctddd5GSkkJxcTGvv/46PXv25JtvvuGUU04Ja2+3bt3429/+Fjatc+fOYa9VVeXCCy/kp59+4p577iElJYUXX3yRfv36sXr1ajp16rRPjl0Dk8nEq6++GjFdr9fv9brLy8uZNGkSOTk5nHLKKSxfvnyP17Vq1SrefPPNZgNjixYtYtiwYfTr148XXniBX375hccff5zS0lL+/e9/h5Y70Me3JWvXruX888/nhBNO4LnnnqOwsJBnnnmG/Px8Fi1aFFru5ptvDvvcAWiaxi233EKHDh1o167dXrflyiuv5MMPP2T+/PlcffXVEfOrq6tZuHAhgwcPJjk5ea+3J4QQQhz2NCGEEELskf/85z8aoN1xxx1R5/fp00cbMWKE9n//939aXl5e1GWuueYazWKxaAMHDtSGDRsWMb9Tp07ayJEjNUCbMmXKXrf5ggsu0BITE7Xy8vLQtKKiIi0+Pl4bMWJEaFpZWZm2bt26iPdfd911GqDl5+eHpq1atUpzuVxhy5WXl2upqana2Wefvds2FRcXawaDQbv55pvDpufm5moXXnjhbt8/e/ZsDdDmzJkTmlZaWqolJCRoo0eP3u3726Lh97W/1NbWajt27NA0TdN++OEHDdDeeOONNq9HVVWtV69e2vXXX9/scTzxxBO1U045RfP5fKFpDz74oKYoivbbb7+Fph2I47t582YN0D7//PMWlxsyZIiWmZmpORyO0LSGv8MlS5a0+N6VK1dqgPbEE0/siyZr1dXVmtVq1QYNGhR1/syZMzVAe/fdd/fJ9oQQQojDnQzBE0IIIfbAr7/+yp133kn37t2ZMmVKxPytW7eycuVKRo0axahRo9i8eTNff/11s+sbM2YMixYtoqqqKjTthx9+ID8/nzFjxuyzdq9cuZL+/fuH9cjIzMykb9++fPTRR6GhTCkpKXTp0iXi/cOHDwcIG1LYo0cP4uPjw5ZLTk7mnHPOaXboYWNpaWmYzeawfW+srq4Oj8fT7Pvff/990tPTGTFiRGhaamoql19+OQsXLsTr9e62DYcKk8lERkbGXq/nnXfeYd26dTzxxBNR569fv57169dz0003YTDs6hB/2223oWka77//fmhaW46vqqo8//zzdOnShdjYWNLT07n55pvZuXPnXu+T0+lk6dKlXHXVVdhsttD0q6++mvj4eN57770W3z9z5kwURWn139N3333H4MGDsdvtmM1m+vbty1dffRWaHxcXx4gRI1i2bBmlpaVRt2e1WrnkkktauYdCCCHEkU0CUEIIIUQbVVdXc/nll6PX63n33XcxmUwRy8yaNQuLxcJFF11Ez549OfbYY5kxY0az6xwxYgSKojBv3rzQtJkzZ3L88cdz6qmnRiyvqirl5eWt+vH5fKH3eb1e4uLiItZnNpupq6uLmoupseLiYiAYoNqd4uLiZperqqqirKyMX375hRtvvBGn08n5558fsdxnn32G2WwmPj6eDh06MHXq1IhlfvzxR0499VR0uvDLmp49e1JdXc2GDRt229a2inacnU5naP6e/n72BZfLxb333ssDDzzQbDDrxx9/BOC0004Lm56VlUV2dnZofsOyrT2+N998M/fccw9nn302U6dO5brrrmPGjBkMGjRor/fzl19+we/3R7Q5JiaGbt26hbW5KZ/Px3vvvcdZZ51Fhw4ddrutzz77jD59+uB0Opk4cSJPPvkkVVVVnHfeeXz//feh5a688kr8fn9E8KuyspIlS5YwfPjwqH9vQgghxNFIckAJIYQQbXTHHXewfv163nrrrYh8RA1mzJjB0KFDQzefV1xxBa+88gpTp04N63HSwGq1ctFFFzFz5kyuv/56VFXl3Xff5dZbb426/q1bt5KXl9eq9n7++ef069cPgOOOO45vv/2WQCAQyllUV1fHd999B9Bicua6ujqef/558vLyOP3001vc5sqVK/nmm2946KGHos4/88wz+eOPPwCIj4/noYce4oYbbghb5uSTT6Z3794cd9xxVFRU8Oabb3L33XdTVFTEP/7xj9ByO3bsoE+fPhHbyMzMBKCoqIiuXbu22N628Hg8pKamRkwfNGgQixcvBvb897MvTJo0ibi4OP7v//6v2WV27NgB7DpGjWVmZlJUVBS2bGuO75dffsmrr77KjBkzwnoZnXvuuQwePJg5c+bsVW++3bV55cqVzb53yZIlVFRUcOWVV+52O1p9rqhzzz2XRYsWoSgKEAyudenShYceeohPP/0UgPPOO4/MzExmzpzJ2LFjQ+uYM2cOPp+vVdsTQgghjhYSgBJCCCHaYObMmbz++uv85S9/iZp4GODnn3/ml19+YfLkyaFpo0eP5sknn2TJkiVceOGFUd83ZswYLrvsMoqLi1m3bh3FxcXN3rBnZGSwdOnSVrW5cWLv2267jVtvvZUbbriB8ePHo6oqjz/+eOjmPlolvgZjx45l/fr1fPzxx1GDaA1KS0sZM2YMeXl5jB8/Puoyb7zxBk6nk02bNvHGG29QU1NDIBAI62XzwQcfhL3nuuuuY8iQITz33HPccccdZGdnh9ocrRdaQ/LtlvZpT8TGxvLhhx9GTG/c22tPfz97a8OGDUydOpVZs2ZFPSYNGo5Jc8etcW+u1h7fOXPmYLfbGTBgAOXl5aHlGoZofv7556HPs9vtDkus3zBEz+FwhL3XaDRit9tb1eaWfs8zZ87EaDRGJPmPZu3ateTn5/PQQw9FVK87//zzeeedd1BVFZ1Oh16vZ9SoUfzzn/9ky5Ytod5VM2fOJD09PWqvPiGEEOJoJQEoIYQQopXy8/O55ZZb6Ny5My+++GKzy/33v//FYrFwzDHHsHHjRiB4g9yhQwdmzJjRbADqggsuwGq1Mnv2bNauXcvpp59Ox44d2bJlS8SysbGxEVW+WuOWW25h27ZtTJkyJVTJ7rTTTmP8+PE88cQTEbmcGkyZMoX//Oc/PPbYY1xwwQXNrt/j8XDRRRfhcrn48ssvm11fr169Qv8fNWoUJ5xwAgDPPPNMs+tWFIX/+7//Y8mSJSxfvpyrrroKCObiiZbnqSHA0dIQKIfDERa4iImJISkpqdnlIVjtbnfHfk9/P3vrrrvu4qyzzmLkyJEtLtdwTJo7bo2PWWuPb35+Pg6Hg7S0tKjbbJwnaezYsWGVFBsMGzYs7HXfvn1DlQDb0ubG3G43CxcuZNCgQa2qRpefnw/ANddc0+wyDoeDxMREIDgM75///CczZ87kgQceoLCwkJUrV3LnnXfuk8qIQgghxJFCAlBCCCFEK3i9Xq644grq6up49913mw2saJrGrFmz8Hg8nHjiiRHzS0tLcbvdUd9vMpkYMWIEb731Fps2beKRRx5ptj2BQICysrJWtT0pKYmYmJjQ6yeeeIK///3v/Prrr9jtdrp27coDDzwAEHVI4Ztvvsm9997LLbfc0uyQOggO0RsxYgQ///wzS5Ys4aSTTmpV+xITEznvvPOYMWNGiwEogPbt2wPBHDsNMjMzQz24GmuYlpWV1ez67rrrrrBASOOAx97Ym9/Pnvrss89YvHgx8+bNCwta+v1+ampq2LJlC0lJSdhsttAwth07doSOaYMdO3bQs2fP0OvWHl9VVUlLS2s211njYYvjx48PBRABSkpKuOqqq3jmmWfCeoQ1BHka2tF4u03b0tzvecGCBVRXV7d6OJyqqkAw6NqtW7eoyzT+++3RowfHH388s2bN4oEHHmDWrFlomibD74QQQogmJAAlhBBCtMLf//53fvzxR6ZOnUr37t2bXe6LL76gsLCQSZMmhXr1NNi5cyc33XQTCxYsCLv5bmzMmDG8/vrr6HQ6Ro0a1ex2tm3btlc5hhITE+ndu3fo9f/+9z+ys7M5/vjjw5ZbuHAhN954IyNGjGD69OnNbkNVVa6++mqWLVvGe++9R9++fVvVtgY1NTU4HI7dLrdp0yYgPJjRrVs3Vq5cGRoW1eC7777DbDY3m6cLIgMhjQMee2Nvfz97YuvWrQBh1eoabN++nby8PP75z39y9913hwIrq1atCgs2FRUVUVhYyE033RSa1trje+yxx/K///2Ps88+e7eJt0888cSwAG1DwKxHjx7NHouTTjoJg8HAqlWrwobS1dXVsXbt2maH182YMYP4+PhWV6M79thjAbDZbK3uxXbllVfy8MMP8/PPPzNz5kw6deq02zxpQgghxNFGAlBCCCHEbsyfP59p06ZxySWXcOedd7a4bMPwu3vuuSeUI6exKVOmMGPGjGYDUOeeey6PPfYYycnJzVYwg32bY2j27Nn88MMPPPPMM2EBhhUrVjBq1Cj69OnDjBkzIqqgNXbHHXcwe/ZsXn755agBkAalpaURQ7S2bNnCsmXLwqqbVVZWYrfbw4Yw+Xw+nnrqKWJiYjj33HND0y+99FLef/995s2bx6WXXgoEq9TNmTOHiy++uMVcSE0DIfvKgcgBtWPHDhwOB8ceeyxGo5HzzjuP+fPnRyx30003kZuby4MPPhhKxt6lSxeOP/54XnnlFW6++ebQcf73v/+Noiih4witP76XX345L774Io899hhPPvlkWBv8fj9ut5uEhIQ92lcAu91O//79+e9//8vDDz+M1WoF4J133sHtdnPZZZdFvKesrIz//e9/jB49GrPZ3Krt9OjRg2OPPZZnnnmGMWPGRPRWLCsri0hC3xCAmjBhAmvXrm2x96IQQghxtJIAlBBCCNGCHTt2cMMNN6DX6zn//PP573//G3W5Y489llNPPZW5c+cyYMCAqMEngEsuuYSpU6dGDcQA6HS6Foe5NdjTHEMrVqxg0qRJDBw4kOTkZL799lveeOMNBg8ezF133RVarqCggEsuuSQUjJgzZ07Yek4++WROPvlkAJ5//nlefPFFevXqhdlsjjhGw4cPx2KxANC1a1fOP/98unXrRmJiIvn5+bz22muh4FKDDz74gMcff5xLL72UvLw8KisrmTlzJuvWrePJJ58MC85deumlnHnmmVx33XWsX7+elJQUXnzxRQKBAI8++mibj9Hu+P3+Zj8HDfu6Nzmgpk2bRlVVVagS3YcffkhhYSEQDPQ1JOW+//77eeutt9i8eTMdOnQgJyeHnJyciPXdfffdpKenR+RXmjJlCpdccgkDBw5k1KhRrFu3jmnTpnHjjTeG9d5r7fHt27cvN998M5MnT2bt2rUMHDgQo9FIfn4+c+bMYerUqWGBrT3xxBNPcNZZZ9G3b19uuukmCgsLefbZZxk4cCCDBw+OWH727Nn4/f42DYfT6XS8+uqrDBkyhC5dunDdddfRrl07tm/fzueff47NZotIQp+Xl8dZZ53FwoULAWT4nRBCCBGNJoQQQohmff755xqw259rrrlGmzt3rgZor732WrPrW758uQZoU6dO1TRN06655hrNYrG02IbNmzdrgDZlypS93p+NGzdqAwcO1FJSUjSTyaQdf/zx2uTJkzWv19um/Z44cWJo2WuuuabFZTdv3hxaduLEidppp52mJSYmagaDQcvKytJGjRql/fzzz2HbX7VqlXbxxRdr7dq102JiYrT4+Hitd+/e2nvvvRd1vyorK7UbbrhBS05O1sxms9a3b1/thx9+2Ovj1VRb9nVP5ebmtmr9DW3Z3TZzc3O1Cy+8MOq8+fPna926ddNMJpOWnZ2tPfTQQ1pdXV3Ecm05vq+88orWo0cPLS4uTrNarVrXrl218ePHa0VFRc22seEz/vnnn7e4L5qmaStXrtTOOussLTY2VktNTdVuv/12zel0Rl32zDPP1NLS0jS/37/b9Tb1448/aiNGjNCSk5M1k8mk5ebmapdffrm2bNmyqMtPnz5dA7SePXu2eVtCCCHE0UDRNE3bX8EtIYQQQgghhBBCCCGaT+YghBBCCCGEEEIIIcQ+IAEoIYQQQgghhBBCCLFfSQBKCCGEEEIIIYQQQuxXEoASQgghhBBCCCGEEPuVBKCEEEIIIYQQQgghxH4lASghhBBCCCGEEEIIsV9JAEoIIYQQQgghhBBC7FcSgBJCCCGEEEIIIYQQ+5UEoIQQQgghhBBCCCHEfiUBKCGEEEIIIYQQQgixX0kASgghhBBCCCGEEELsVxKAEkIIIYQQQgghhBD7lQSghBBCCCGEEEIIIcR+JQEoIYQQQgghhBBCCLFfSQBKCCGEEEIIIYQQQuxXEoASQgghhBBCCCGEEPuVBKCEEEIIIYQQQgghxH4lASghhBBCCCGEEEIIsV9JAEoIIYQQQgghhBBC7FcSgBJCCCGEEEIIIYQQ+5UEoIQQQgghhBBCCCHEfiUBKCGEEEIIIYQQQgixX0kASgghhBBCCCGEEELsVxKAEkIIIYQQQgghhBD7lQSghBBCCCGEEEIIIcR+JQEoIYQQQgghhBBCCLFfSQBKCCGEEEIIIYQQ4hC1YsUKLr74YrKyslAUhQULFuz2PcuXL+fUU0/FZDLRsWNH3nzzzYhlpk+fTocOHYiNjeWMM87g+++/3/eNb0QCUEIIIYQQQgghhBCHKI/HwymnnML06dNbtfzmzZu58MILOffcc1m7di133303N954I0uWLAktM3v2bMaNG8fEiRNZs2YNp5xyCoMGDaK0tHR/7QaKpmnaflu7EEIIIYQQQgghhNgnFEVh/vz5DBs2rNll7r33Xj7++GPWrVsXmjZq1CiqqqpYvHgxAGeccQann34606ZNA0BVVdq3b88dd9zBfffdt1/abtgvaz0KqKpKUVERVqsVRVEOdnOEEKLNNE3D5XKRlZWFTicdYltLzv9CiMOdnP9bx+v14vV6w6aZTCZMJtNBapEQ4kiyP88x33zzDf379w+bNmjQIO6++24A6urqWL16Nffff39ovk6no3///nzzzTd7vf3mSABqDxUVFdG+ffuD3QwhhNhr27ZtIzs7+2A347Ah538hxJFCzv8tmzx5Mo8++mjYtIkTJvDII48cnAYJIfa9vX2YuBfvnzxxYuQ5ZuLEfXKOKS4uJj09PWxaeno6TqeTmpoadu7cSSAQiLrM77//vtfbb44EoPaQ1WoFgl/cNpvtILdGCCHazul00r59+9D5TLSOnP+FEIc7Of+3zv3338+4cePCppliYg5Sa4QQh6S96EUa9RxzhPewlADUHmoYdmGz2eQGRAhxWJNhZG0j538hxJFCzv8tizoURtLnCiEa24sA1P4c0puRkUFJSUnYtJKSEmw2G3Fxcej1evR6fdRlMjIy9kubQKrgCSGEEEIIIYQQQrSdTrfnP/tRr169WLZsWdi0pUuX0qtXLwBiYmLo0aNH2DKqqrJs2bLQMvuD9IASQgghhBBCCCGEaKsDVMjB7XazcePG0OvNmzezdu1akpKSyMnJ4f7772f79u28/fbbANxyyy1MmzaN8ePHc/311/PZZ5/x3nvv8fHHH4fWMW7cOK655hpOO+00evbsyfPPP4/H4+G6667bb/shASghhBBCCCGEEEKItjpAAahVq1Zx7rnnhl435I665pprePPNN9mxYwdbt24Nzc/Ly+Pjjz/m//7v/5g6dSrZ2dm8+uqrDBo0KLTMFVdcQVlZGRMmTKC4uJhu3bqxePHiiMTk+5KiaTKQeU84nU7sdjsOh0NygAghDktyHtszctyEEIc7OY/thWi3TjodqOqBb4sQYu/tbS48i2XP3+vx7N22D0PSA0oIIYQQQggh9pQEn4Q4eh2gHlBHCglACSGEEEIIIYQQQrSVBKDaRAJQQhxMfh+4nWzymSiorKZDsoU8Qy3E28BgPNitE0IIIURb1VZDaRFf1NhYW1jFqTmJnGNyQFoWxJoPduuEEELsSxKAahMJQAlxsPh9+KY9RmV+PleZh1Kkt5IVcDG/eiFJnTpjHPvQkROEkkCbEEe3Jjfkp6caOatiHe8bj2Ptnzu4wFhOiRrDh1UWeufZuL7qO1619WTltmouTq6lW00hbykdMagBrvb/xv8MOXxcGUu/dkbuLv2cSda+fF/k4gprFR1w866/A91PaMeN1WuYl3gaK8oCnNM+npHe3/kysQs/ltZyeqqRbF0tf+rs5GQmyznpSNLoO2drmZNjYlU0TWOzV09ukpm8unI2GZMpcProYI8Jvd5W7uJYzck2XwyrKvyclmqk147VvKR04ZvNlVyQrnKSzsWXhgy6dGpP70ARm2w5FFRrdLDoyHMU8KUvkVOm3UkcfubHn8+nMR0Z5PqDXr7lONExInEMgyxuLqGAt83d6NT1uLDPaZ+sWEa4fmKu5WRWFns5+9gULosrhdyOEG8/2EdWCCFEUxKAahNJQr6HJHmj2GtVFZQ8OJZ0704KdDbGWQfwnGspuaqTElMi6U9Mg4Tkg93K1mkaYGp0Qb91Zw3dP3oB/+aNDLcMY6shgayAi4We+SR07Izxzglyw3eQyHlsz8hxa6Paavz3XQ9uJ5fZR7BJl8APO1/HiIoDHVZUGi7d6gAjoAAqsBM9yQSg/nXjS7xy9KTUz4s2PwDo66f3sV3JJ6452LQ66oCvjTmcEKggWfWwUzEz2jaMmbWLjrzg/9Go0cOdy+Iu4uHqLznRX46mafxuSCFW83Omv4hvjO242XoBrzg/5kz/dr7TZ9FZrSRRq6WCWH5TkumjFaIATnTUKSaStFp0aKjAryTTlQoqiGVQwmg+rZpJEl5+I5YTqEUBNMAFWCH0Wqv/f4PGn9PzrKP4n2s2BjTqgPNsVzKibgPjan/Ar+j58OpnGJFUvU+CUXIe2wutuXWSpORCHD72Ngl5auqev7esbO+2fRiSHlBCHCSbfCaujbuImXXzyVWdzHXMBaBQiWdM3EW8Vasnr6ri0O815Pfhe2ESVfkbuMoynDKdmdedH9LeV8h2QzsmxPdjSdUv2PGzpGom19ou4VnXUlI1N7W/r8VYXgqxsYf+fgoh9kxpEbidGFB5zzGXd0xdMKKiAHaCN2gNl34x9f8qBINJyQRC83SN5gEk1gefGm7sdY3maQRv6hvWM8W9DJtWh1K/jR6+YmzUAZCkVfOOayHpqoeS/A2ku52HT/BfRHI7qczPJ927k5l18zEoGhlqsMpQjC9AErUY0DjTV8iFtRs4y1+IDjgjsD30mUmnhoT64JMC2FDRtJrQZ1AHdKUCBUimljG1v5CEFwU4gdpQU4LvDdewToj8nD7vWooBLfQ5XeGcEfpcG7QAm2fPQKtdhaY3oHt2hvSIOpRJ8EkIIaKSAJQQ+1szuSAKK3U8XP0lBkULXoXWMygaEzwrifvPj1QUFXBV/MjQ8LwP3XOxdeyM8a5HDp3gjKMS9be1pKo+5vjnMsFyDr18hRjQONtfyBm+7RjrbxTjCDDbOT/01gotBusbU6kp3HbkD0MU4ij1RY2N5+0jeM8xFyMa13vXheY1feaoNPP/aK8bLmCa9iiJtp6z1OKw1w3Bp4b1ZKkeCnQ2RpuHMsMfS17LuyQOYZt8Jq4yD2WWbx65qjPs+zWNGgB8KBjRmFL9eWhe0wtiU6P/Nw4aEeX/f6tdFXVeU7v7nHanIuy1vv7/GvA/Qw7jalcF3xPwQ8FG6NKjha2JfcHr9eL1esOmmWJiMJlMzbxDCHHUkSF4bSJHS4j9qX7oiX/SnTz/ygf8c2k+z720EP+kOznztXvp4i8NPZltkKF66OIrJrXgV5J9LuZVzaGHr4h5VXNI9rnQ/bYGKkoP0g5FKqjwoNY/6WununjN9QmG+it+HTDF8zkGNJp2WPejsE1vx1NQQLp3J7Mc8+jhK2KWYx7p3p1UbvgD3M4DuzNCiH1ubWEVPxozmWjpEza9Zh9dgrR0w9/0vBOIulTQOOsAivRWtlR4WlhKHOoKKqsp0lsZZx3Q7DJNP4staUuein2V06LpehRggH9rqLffT4Y03ncn7aOtiZZMnjwZu90e9jN58uSD3SwhxKFEp9vzn6PQ0bnXQhwoTYae3OBexXuO9zGgotS4SFKro74tgdrQBWiG5mGuYy4ZWvCmSAMKS3YemPa3wpoiNxVK3G6Xi+y9oJHtd1CABT9KaBhirurEh8IGzcrmWn3UdQkhDh/dshPo7tvBo54VYdNj2f9DVJqed1o6ozznWkpWwEWHZMv+bJLYz3KTzGQFXDznWtrsMk0/i/sqcLSXWURatR4FSFZrmLdiPSvzy2DrxmBPa7Ff3H///TgcjrCf+++//2A3SwhxKJEAVJscnXstxAGywm1mjSEdDTCi8XDtNxgJXuyuV1IwNnPZa0Th9viB+JtchvpRuMw+kgXlh0DXb78Pqir42anjDtvgiLa25oI+BpVc1RHqMdXAiEZOwEHR9kOnp5c4snz00Uccd9xxdOrUiVdfffVgN+eI1jfOyRzHPIxo+FCYEXN81GFz+1JDsufm5jlD2abADxTpLOSqTuZXLwzmoBOHrWOMXuZXLyRXdVKoxFOs2xVQLCUOf/3wOx8K4yzn40dp07C5g00DMlQXv5bWhHpUB+67XoJQ+4nJZMJms4X97NHwu6P0RlOIo4IEoNrk6NxrIQ6QPzZtJ131RM37kKdVNfsHWK6Y2a6342p0kwTBm6YSXTxrt1WxudwDVRXBQNCBVl9lqOTBsaz64numuZZEBJEUggGz++L6NnsjmEQNRtUfMd2Hwt3Wgai2xH3fdnHU8/v9jBs3js8++4wff/yRKVOmUFFRsfs3ij2TloUSb8OPjsvtI3k1rvt+3Vxrgt+/GFIp1lnwAZWKmb9Yh1JiSiSpU+dgAQRx+Iq3kdSpMyWmRMbYh/OLIY3tOiuFSjy/GNJwKCY04EdDBquMmQSa+Sb2suuzpNFyUPNAUgjmq3rK9T/ec8zFgIrmdgZ7XItDlyQlF+LIJQGoNpEk5ELsR7a0dCabz+Lf7sURQSgbkYGXBpqm8abjAxIJT3yZhJcFO2dz4a+juXLdnwcvWXejKkP/9n5MSn1i16b86PjdmIy3Rk9slOwrBiClyT5CsAfUVOcStjn7AHtR2lSIKL7//nu6dOlCu3btABgyZAiffvopo0ePPsgtO0LFmtE/9TqUFjHOa2fBqi18vjyH7oFiEhslA99XGp9rm/a08gPfG7JYPvA29Hk2/Hovfyo2Xs1MJt1woVTfPBIYjBjHPkS628lb/lgKSs8lEBu8+Y8rd+J7cxJKXS0Zqofj/eWhIhk+QEXBVB9mahxsavgcNa5eBwevd5QCDPFvAYIPbC63j2Cc1845B6k9QgghRGsdnWE3IQ6QYzzbeTFK8Kmxpk9UNSAeL8n1pZw14F+xPULLpVJDP+/mXcm68zcc8GTdm3wmhpuHUqCzkY0HU30uFx9ws3UIhZhDbR9ySjblxLZp/RqQrnnISpaeCCLSihUruPjii8nKykJRFBYsWBCxzPTp0+nQoQOxsbGcccYZfP/996F5RUVFoeATQLt27di+ffuBaPrRK9YMOR05p1Mqt/c/gUesffEoMbt/XytpwL/iekSE9RWgQGdjpH0kBTobBqCjvoYHz+vAmd07kX3ySfTtmkNeigUSkiX4dKQwGCEhmbwUC/1OzCLnmGxyjskmIy+HEZZhFOhs5KhOXnEvRkfwu+ty+6UMSLiKHUpwyF4sDT15gxfLTSvWHSpD8yZa+vCjMZM1Ww+d3JBCCHFUkR5QbXJ07rUQB0haegrabi5Tow3PsxIIVbv5jQResJzBg+a+oaewUzyfh/JbXBZ3EXM2Vh/QRKTNVRkaax3CZzF5bDEk4QdWGTKZ+quXzcakFvp7BWnAS7HdQvsYg0qeR4ICIpLH4+GUU05h+vTpUefPnj2bcePGMXHiRNasWcMpp5zCoEGDKC3ds5xiXq8Xp9MZ9iP23DFGL3NqPiJbc1OIhbo2XopEC9o7iOEbQzZNz6ga8LilN6uNWYy2j6DElEiiDLM7ajX33XWL9QJ+NGay1ZDAWNvgsHkTLH2bXd/BGJLXdJuPelbQ3beDU3NkyLoQQhwUEoBqk6Nzr4XYn+qTc28qc7OmtIYdRK8Q50LZ7cWrApxAFRfW/M7D1V9FBKtiNR8PV3/J7JmLDmgi0uaqDD3g+YqTfCX0CBRjAI4JVHFCoJyOvrLdjvdVgFtq14YCb1WYeGlbzMHNdSUOSUOGDOHxxx9n+PDhUec/99xz/PWvf+W6667jxBNP5KWXXsJsNvP6668DkJWVFdbjafv27WRlZTW7vaZluNu3b79vd+ho0yhHz8Px/TC0sRpetKB9AB3vuD7AgIYfhUfjeuOrn/dv12LeuyCNGfdeTPoT0w78kGVxyGjuu2uC50uyAq6o85pWzGusIdfh24bjD1gwquE78jXTyfjqE6rPcczjHJPjALVACCFEGAlAtcnRudfAtm3b6NevHyeeeCInn3wyc+bMOdhNEoerRgGn5euLcPzzEcoeuI1r/7GQ8Yu2sNmYHNH7p5IYvjPm8os+tVVBqOerPyMuSh+iFLycVredd53z938i0kb7uWNrEfPqqwxtVax8b8jEh0Ku6uQF52J0WvCGsp3mZq5jLpn1wwlVoK4VAxcUwIOB1z77jSv/8SElD47FN+1xCUKJ3aqrq2P16tX0798/NE2n09G/f3+++eYbAHr27Mm6devYvn07brebRYsWMWjQoGbX2bQM97Zt2/b7fhzRGnL0PDGNR28eHDoHlipm7ovrF5b4uXFoSiU8KfQzcaeHqm8mUotituBHx2X2kbxh6c7l9kvxo0OJt9GzZxcZZifCKuQ1HpqZqzpZ6JnPQs/80LwbrBeEAjw+qO+XHFTRqIathsYKU4fQvACR+aOaJjNvbt4TcWeGvumbLluMKSyT4szYk7jcPjL0GSet+SC6EEKI/UgCUG1y1CYhNxgMPP/883Tr1o3i4mJ69OjBBRdcgMVi2f2bhWhQXw2uMj+fq8xD8Sk6FlT9QTvVzeK6WVxnu5g8X2XEH1q1zsQkSzBd6PyqOaF8T3uiIYmvH4VRtmHctT8Skfp9+P71KFUb87nKMpwynZnX1XhSqKJIF0+W6gmVtS7TW0gPeKKuRgX0jS6pa9FTi44EIgNLMYpGJ18Fz7iWkk41RX/8ztZftnBmshK80I417+u9FEeA8vJyAoEA6enpYdPT09P5/fffgeD5/9lnn+Xcc89FVVXGjx9PcnJys+s0mUx7VnZbNK8+R09OvA3fiadRtXEDwywjqFJM3FP7LUlaLat1aTiVWE4OlJJALTsxoUchkVpW6dJ52Xw6X8XkMscxFyXehv6RF8G5k3FeO2u27uTUnJ4YTP3kfCF2aeh9l7+B0eahFOmtjLaPCBb0OLYjKFCycSOjzUMp05n51phNL992vtdn0lmtJFGrpYw41sWk82ZMV95yf4A/zkaPgX0oW1NIbOGfXGa5hPtqvuEkfxmapvK7ksKZ2g6MqPxKIulUk4QXHcEHMr8pyZyilVOBifdiT6KPfzu9fIV8r2RQpzfQJVCOFz2/GVOZEtuTOZ4P8GZ3ZNgZp9EtL1U+40IIcbAdpYGkPXXUBqAyMzPJzMwEICMjg5SUFCorKyUAJdqmUTW4Wb55jI8/nyQ1OATOjJ/ZzvmhRWvQ8as+lVMCJWSrLmY65qNXNJKppRodPgzYmvQPalrBKQDom2mKgxhurv2RtZt7c06nfVw5rqqSwG9rSdX8vOd7n7tsg+oDaxqnqGWMtg1lqmspuaqT7oHSqG3XCD/h+FF4PvY07q39Luom07RqZroWAsEEsX9iY+o7n/Ouc0HwZvOp1+WCW+yxSy65hEsuueRgN0MYjBjvnEiy28kMfyxbKjw4LeeQ7CigVp/Fr1t3Yk41kl1frS4n0UySowCvPoux212cmtMr/AY8IZlzoNE5UKpoikYaVchr+Lx1SLaQbhgQygvWeF62vQ+GunKyYlJYX+bkWM1JYcDE72U+bslLxWAaiCEti1tjzTCoK7idvOSPpaB0EDX1lffUWh3bzTrySn7jdzrw9sZi+ieppOvr+Npnp+uxmSiBIlz2XJ73qGTb+2OoKyczJoWCyurQeoy1Ol5Os2M3XALxNu4I9eSTz7gQQojDxyEbgFqxYgVTpkxh9erV7Nixg/nz5zNs2LCwZaZPn86UKVMoLi7mlFNO4YUXXqBnz55t3tbq1asJBAKS10O02SafiWvjLmJmXbDbfuOAUySNLoFyjASr6pQoZk5UywFQ0IiPMjit6evmgk8AyXg5qa6Ybb5qNpd7yDPU7rOS4gWVHtK0YM+l7PphdSGaRqUSxyRLb15zfdJs25u+NqBxX33wqWmwqikjcKKvlHd984M5XhqGGuZ03NNdEkeolJQU9Ho9JSUlYdNLSkrIyMg4SK0SLWqoWAbBYXIA2Sn0BnofnxlaLDv0n6bz5AZctEG0zxuNHj5GzEsIvs5IAIKfwzNDCzf67EVdL+Q0/KdDBpcCl56RF5p3Suh/mcH37WpE2DbD1oM8KBVCiEOK9IBqk0P2aO2LKkfdunXjpJNOivgpKtqVI6eyspKrr76aV155Zb/vkzjybC1z8nD1lxiU3acfrcZIlS4WCEZ+e6ilxNVnOKnG2Owfowa8bDq52RwSjaVTwwfLfuTOybMpfeA2Sp56iM3FVXudxHtNkZsKJXoy9Qpiedr9GS+5Fu3x+hWgGgNjrEOpbeZIJOPFUD/M7zL7CFZ67Xu8PXHkiomJoUePHixbtiw0TVVVli1bRq9evQ5iy4QQQohmyA2sEIcvyQHVJodsD6ghQ4YwZMiQZuc3rnIE8NJLL/Hxxx/z+uuvc9999wGwdu3aFrfh9XoZNmwY9913H2edddZul/V6vaHXUoZbAOSZAhj85WSo0XMeNZZEHS8aT+I275qI3j61GPDhx4gaMWytDnjb1JXrvb9gQGuxp5ACTPJ8wYmBCgxoVG/5lbFPz+bF2s+IyevIjxfeTm6avc29o7YFYnnbNpg5jvfDThoa8H7sCdxeuxojGhrgRiG+vp0a8Ii5NxOqvwrL/RSNDhUDAQy7WW6ipQ8/GjNZs3Xnvh9qKA4LbrebjRs3hl5v3ryZtWvXkpSURE5ODuPGjeOaa67htNNOo2fPnjz//PN4PJ7Q94UQQgjRGk2v/wFMMTH7Pi+g2rZqoEKIQ8hRGkjaU4fl0WpNlaPd0TSNa6+9lvPOO4+//OUvu11eynCL5mituGhoGGJ2e5Tgkx+FdlQT0yT4RP17KhQLZwR27Db41LD8yYHyUBDHjZ63nR+SWufAteEP7nnzS655agFlD9yG45+PsHx9EZvLPbt6SDWqdPf5H6XB3lNbNxLvruQF5+KIiLUC3FW7ikLiQ/tobdROLzry9cnUteJUY0Cj0zHtWGPIaDEE9ahnBd19Ozg1J3G36xRHplWrVtG9e3e6d+8OwLhx4+jevTsTJkwA4IorruCZZ55hwoQJdOvWjbVr17J48eKIxORCCCFES5pe/9vtdiZPnnywmyWEOJRID6g2UTRN2/3YoYNMUZSwHFBFRUW0a9eOr7/+OmxIxfjx4/niiy/47rvoSY0b+/LLL+nTpw8nn3xyaNo777xD165doy4frQdU+/btcTgc2Gy2Pdwzcbj74petnPivu0jSanfbw6e1inUW7oofyJvOD4gLK7q8+1xJLSnSxfN/8QN4w/khZvwUKvEMT7wco6buqgCkqVT9uZGh9ZXu3nB8wJn+7azWpXOyWhbRnpZES0LeXNs1YJU+g7tsg5hTNZd2mjtimQpisOML5oBCh2HCvyQH1F5yOp3Y7XY5j7WRHDchxOFOzmOtc8B6QAkhDh5lT++u6vXosefvXb1677Z9GDpkh+Dtb71790ZtQ3dXKcMtoulg8hOv1UUNPmnAzJgujKn7NSLwogEPWPpxl+d7MqgOn6dBHToqdWbaqa6weXt6etSALNUdliRdURSO8e/kWddS0jU3JRt+JyFQQ6rmZ47vfSZZzuEsfyE64HS1mMYZpGrR40ZPCnXNbjNaby4fkK9P5oRARdh8BegaKKODv4pkrZqmfMBvhjSeN/fkXed8lHhbsOqVEEII4feB28kmn4mCymo6JFv2rBDHvlqPOGJEvf4/9J/dCyHEIeuwDEBJlSNxqNDXeDA00ytIAa6s+zX0WgU8GInHV5+raTlq/dC0APCTPp2TAyVkah5mOBfyqKU3T3mW73HQqWlbGivWWWinukIBqUIlnlstQ/iP82My8NNOc/Oye1dScR3Q+PKrnFjq0JEcpXJfczTgqbhe3F/zbdT3xBJgpmth6LUf+FWXShe1DCNwqn8HfkXBYYzH1v5Y9HIzIMTRQYILoiV+H75pj1GZn89V5qEU6a3k+KuYW/1B63IfNnwuanSYX/8HFBVwZ+wA/jCkkKpWB3sId+qMcexD8jkRB45OJ3mhhDhcHKVD6fbUYRmAalzlqGFYXkOVo7Fjxx7cxomjylfVZrKM7enl2xb2x+Qn/I8rANwcP4SH3Sux4kMjGIyy1fcrUoHsgDP0Hh0qT3i+aFVwxw/oaVvvKIMaHjSz4MOqeknQaiKWjTaU7ltDJiP9G9u0TQX4W813+FF2m2gcoIpY0qkOHZMYAkx3LSFZdVOyaRPpbickJLehBUKIw06T4EKZzszx/nL+U7MU2uVSc8N95MUGogcWaquhtIgvamz8XFDO5avexlC4ib/GXcSfxmSyAi4JLhwJ3E4q8/NJ9+5klm8e4+PP3zXUfMMf3F/6BSlqTfTPDIQ+X3fFDmCaaxO5qpP53jn8aMggQ/WQrjopyd8g3zniwFJVCUIJcbiQAFSbHLIBKKlyJA4Hqt7Ig5Z+vO+YS1qjoWP6pssBDl0cW42JtPN5MKCRUB980gAjkMau4E8samheS3mU/AQDNfHUErubttai53rrRbzu+pAUasPmJWresN5HjUUbSnepf2O0RXdLAX4wZHGcvyJsfwNEHrMUaqHRdZcBaKe6KVTiGRN3EW/5Y8nbo1YIsWemT5/O9OnTCQRanwtN7KXGwYW6uZTo4+nuL8aIRkFBgDumzOO12qWRQaTaavz3XQ9uJ8/bR1Cot3FZVT7JqodP62ZxtfUSnvR8LsGFI8Amn4mrzEOZ5ZtHruoMH2oOTHV92vxn5i+3hT5f03yLedJyNtNcizGi0dO/A4ACnY3R5qHMkO8ccaBJ8EmIw4MEoNrkkD1aUuVIHA7OSlaY5VwQFnyC4EWvBmzQJYYCTDOd8+jsr4jo/dNSL6Jg3iSFG6wXUog5yrIK/4zriaEVfZGcxNAu4MDUKLj1TkyXfZQ6ndA6/fX/RlOpmHnWcgZ1uvDYd9PgU0sMisbD1V9SUOrYw1YKsWduv/121q9fzw8//HCwm3LU2OQzMdw8lAKdjVzNRU//Doxo+FB40nI2012LSffupDJ/A7idu95YWgRuJwZU3nPMZYD3T5JVDwB6NGa4FpKrOinQ2RhuHspm/+5C+OJQVVBZTZHeyjjrgLDpxToL7TR3i5+Zgqq6XZ8v1cnLrkUYm3yDjbMOoEhvZUuF50DulhBCiMPFAayCN336dDp06EBsbCxnnHEG33//fbPL9uvXD0VRIn4uvPDC0DLXXnttxPzBgwfv0WForUM2ANWvXz80TYv4efPNN0PLjB07loKCArxeL9999x1nnHHGwWuwOCrl2mNIru9NVKjEM8Y6NJQRyouCuT7fkwa4MUXNW9lSAEgDbrMO4WdjOoouGKapxsAdlgH4AAMaT9SswIC220BSGjVMqd6VU0oB/hIlQXpz7Viuz97tNhSghDh+1qVGLBsgeIz+5VpKturCj8JPSkqok5MPuMF6ITswt7iNDNXDif5yjomVJ4NCHOmaCy4Y0XjZtYhc1UkRZoabh/LoimJW5pfB1o2sdMRwmX0EPhSMaDzp+QIjwQB5YxJcOPzlJpnJCrh4zrU0fEaTL9zGn5mGwOM3FVrUz1djz7mWkhVw0SHZsj+aL4QQ4nB3gAJQs2fPZty4cUycOJE1a9ZwyimnMGjQIEpLS6MuP2/ePHbs2BH6WbduHXq9nssuuyxsucGDB4ctN2vWrD0+FK1xyAaghDik+X1QVcEmXwxVOSdQGmPnFtsF/BDTjgH2MVQaLJRmd2GMbTgFOhsKkIg3ouId7KoOV0pc1HkPuVdyS+/2xB97DJUGCxfZL+cS30aqlLiIZZsqI5baKH/mben11DDsr1+gsFXBqmRqyNGcEdP1wGlqMeVKXCgPVCdtJ6v1GfiBbw3Z/GZIQWlFKVRNuqULcVRoNrjQSBo1pKtu3vh6C8+9tBD/pDvp9tLf+EOfzERLn7BlHUp4TycJLhz+jjF6mV+9q0fbSPtICpV4MqJUVG3QEHjUIOrny4fCzdYhoZ5R86sXBpOYC3GwyBAfIY56zz33HH/961+57rrrOPHEE3nppZcwm828/vrrUZdPSkoiIyMj9LN06VLMZnNEAMpkMoUtl5iYuF/3Q85mQrRVfVLckgfHctVzSzjP2Yu/m/rwn5pP+SRmBZP+OoCkB/7B5pF3stWQEPFk1R8ljBNAwUQgIjCkAfH4OK9LeyxFm7H5PXRQHZzoLyc1SsJwP/CTLjX0lN+CD6diilguWojH0WhwoAa8YTopIudUa5iABM0b6vk1I+bE0Hr1wKmBktCWKpU4nrCcjcNo5eRjUnl2ZBcSqANgO2Z2KqYoPakUTIrKZo8EoYQ40jUNLtxsHVLfr3QXAxpzHHMZU/Mz7znmYkAl1uthYN1GHvWsCFs2WaulWGdhpH2kBBeOFPE2kjp1psSUyGj7CLbq7aEHGdUYuC1+UMRnpiHweHaKbtfnS7HyvSEz1GvuAc9X3G4dTIkpkaROnUNJy4U4KOTBmxCHrr3oAeX1enE6nWE/Xq83YhN1dXWsXr2a/v37N9qsjv79+/PNN9+0qpmvvfYao0aNwmIJf+i2fPly0tLSOO6447j11lupqKjYu+OxGxKAEqKtGifFrZrLW86FvO76iMy6KmJKtvLMKx9RMfl+jv9gOjn+qognqwY0tuuswae0BE8AsWjYqQsFbZ6J64kPBQWwa3XklfyOzhOskvey62PMal3UppVh5m5rf/7PMoByvZnN8e3xaa0LIVWjC+VvUoDrvOtC7WlMA/5p6kG0NMwa4MKAt/5iXwGurFsfdT1+FB6LP4eprk9J9rmo2bIFNNDFBXtIPWbpQ6wWGa7ToxGv1eEorWBzuQeqKoI90oQQR4aGHqZlbpYXeYnLzaMixsbd8QN4wPMVRjT8KPygz6C4fsiuITTMLpjrZ7zlXJ5xfxZ6/bD5nNBw32TVg0cxMto+grIYO0kdO0pw4XBmMGIc+xDpT0xjxr0XM+Xa3sR36kxZjJ0rbUO5t/qb0Ofge0MmWxsFHnNsxl3Bq4SRXGkfzgj7ZRTHJGLKPYYX7hlB+hPTpEqiEEKI5u1FAGry5MnY7fawn8mTJ0dsory8nEAgEJHvOj09neLi4t028fvvv2fdunXceOONYdMHDx7M22+/zbJly/jHP/7BF198wZAhQ/ZrwZ1DtgqeEIeqTT4T18ZdxEzfAnJVF7l+FxAMqDwTdwaznAuJw0/N5l+YpfuTdqobH7BWn0GXQDlm/OjUAEW6eC5PvIx5Ve+FDRVQgL/XBBPK+YDvDFnsrE3mdJ2FDNWDkeBwvqY0YLvOynvOBSRqtYCG5i4iAX+rejKlUocuynLRXt/lXR11fQpgi8iyEuTGiJVdgSJDfT6O4H4q3Bp3PoXzf2dBjUo7NJ7zfIqR6E/8DAR4cdFPOBf/wULPfBI6dsZ45wS5QRDicFffw7QyP5+rzEMp05l5w1HKmX4Xf1O/I1+fhAENnRrAoYvlb9YBzK96j+RG58SJlj58FpOHVqNDUwPcZh3C8pgOXOr9nZMDZajo2KHEY2k4V+3LSgzi4DAYISGZPCAvxQKdHwG3k+dq9Zhe+5PiogJujB3AH4YUUtVq5lcvDPZqSkgKBq/cTmb4Y9lS4aFDsoUMw9BgUFK+U4QQQuzOXgyRvf/++xk3blzYNJMpcvTK3nrttdfo2rUrPXv2DJs+atSo0P+7du3KySefzLHHHsvy5cs5//zz93k7QAJQQrSO3wduJ5t8Jj7+cSsPV39JjBYeaDGg8YJnV28nIypliplM3BiBTNXNGNtQXnQuIknnY7ZlNVe5u+NX9M3eALmJwa8pvLXOyWT7ZXxcNYtELTL4BMHgTze1BAUFff0KE6lDT+uG0QVQUFp5J9aa02zToFfj4FNTRjSed33KOOuAUAvMzQSfAALosKteXnV9RKrmpvb3HzFWVUKKVMEU4rDWuIepbx6TLL05w78dAxpn+Ldzp2UgD3tWkkk1AW0nxwYqsRPeI/RRzwqKdfGU6yxkqk4e8nyJCpwYKEcBdGic5t/BBM9KUlUnJX9uJN3thITkg7LLYj9oFJDi3sfA7eSFRgGmdMOA8ABT4+AVAJITTAghRCvtRQDKZDK1KuCUkpKCXq+npKQkbHpJSQkZGRktvtfj8fDuu+8yadKk3W7nmGOOISUlhY0bN+63AJQMwRNidxrnfHr6I97+3zq6+kpJi5KDKfQWFAxAt0Bp6I9MURT0Cqg6PbGqj7jSbcyr/oBs1UUhcVFDP4nU0TewjcqCLXTxl5LQJPikAfdb+oUqxxkgFHxqeN3aHE4mNPStXLY1FILHYYrptLDcUpPMZ0fkwdKAXNXJXMdcsjV3M32odolFZbZzPtmaO/h+VeO7LZUyHE+Iw9wmn4nh5qGh/EyvuT4JDZ8yovFvzxKyqKZQieeBuD78x/UJBjRU4NG43vjYVe1svLkvhTpr1PW85vo4rBraZn/s7pomDlcNwagUC+cel0ZeQgwAm3Z6+fyPUhnKLVrU2vwsB5wkJRfi0HEAquDFxMTQo0cPli1bFpqmqirLli2jV69eLb53zpw5eL1errrqqt1up7CwkIqKCjIzM1vdtraSs9fB0Ci/hVz8HAYaP5F3zONkXzEpLVTXAXA0SfxdrLPQTnUFAyyqiwKdjSviLsRmBD86ZsV2bXF919T+zCuuT6IOh5vkWc542/lUEdPs+6PlcWrtsi3Z3bJOjHwRmxeWAPaWmh9DSchrUfDX57pqrK1dMyuUOB6b9Q0lD47FN+1x+VsS4jBVUFlNkd4aUbyhaTU7g6Lhb3QJU0Ic5/oL2KmY8QE7lViKFGtET9Wm62mohralwrNvd0QcOhrnFFtfhOOfj1D2wG1c+4+FXPfGD1z5jw9b991RWw1bN/LFH6VMXbaBlfllsHVjcLo4YrU2P8sBJ0nJhTjqjBs3jv/85z+89dZb/Pbbb9x66614PB6uu+46AK6++mruv//+iPe99tprDBs2jOTk8J7ebrebe+65h2+//ZYtW7awbNkyhg4dSseOHRk0aNB+2w8ZgnegNclvUaS3khVwhfIRSKLLQ08o51Pd/NCTdIgcYtZYstakopIWHqoZZx2ASx9LRTVkonK59zfyFTudNEfYOhu2cY3319A0L1CNiYT6VN86FLrUlUQMQ2lsd3mdWjtvd8v6gX/E9eKBmm9QCPbg6lO3LTS0TwHS6oN3OxQLV9hHcFygImpwrZRYbNQR28JQPAgeo+nm05juWky66qQkf4MMpxHiMJWbZCYr4Ioo3tC0ml2G6mGmayEQPFfcYR3MO64PiCNAmRLHPfHnMcO5MKKnatP1POdaymj7CGL8Xvh1NSuUTH4qrOL0VCPZulr+1NnJyUwOVsmTnECHnybXXD5Fx4Kdf9BOc7O4bhbX2S7mafey4HfHhj8ivzsaht+7VDKfvh1jjZs3rUP4MiaXk/yl9HLMQ4m3oX/qdYg1H7z9FPtN1PwsMc0/8BNCHIUOUI/EK664grKyMiZMmEBxcTHdunVj8eLFocTkW7duRdekLX/88Qdffvkln376acT69Ho9P//8M2+99RZVVVVkZWUxcOBAHnvssf2Sh6qBommapN/cA06nE7vdjsPhwGZrQ/WcqgpKHhxLuncnBTob46wDeM61lFzVSYkpkfQnpsmN8yFm+foifNMeo6u/lAy15afk5ZhIoC40JORW6xAedq8MDRVrUKCzMdo+AoBZjnnkqs5Wt6eMWBLxYkBDAzzosKCGKs2pEBpK56//f1uCSgAB4KnYM3mg9tvdvrcWhRqMJNRX8SvQ2XjbdBIP1Xwd9l4/4RHvkfaRbNXbeb/q/aj7X4KJPwxpnOwvIaGF4FpjhUo8Y+zDeeu+YY1yeYjm7PF57Cgnx20/avIdOcnSm5dci+qHz8E6Qzpd/aWhXpQQzF+3Sp/ByYFS4qLU51SBey3n8qRneWg9v+rT6BIoxQgUEI9V8ZOo1bJKl45DH8dJgTKSVQ87FTOjbcOYWbtIHhIdjpp8nsbHn8+bzg8iPic+FL41ZpM9cQp5GQnBiY2CV/fE9OY110cY6793f9Mn0ylQWV+RUYdhwr8gp+MB3729IeexvSC3TkIcWZS23ik1ceGFe/7ejz/eu20fhmQI3gHWNL/FXMdcyUNxiMszBTjRV7bb4BOAVzGyypCJH4Wv9e34xZCGUn9Sq8bAFbbhu373ngX4FF3EUJPdCej0PGTpG+odFd8o+PRo7Nn467NA+QEHMbvpPxSkAet1SaFlFaBMZ252iJ1a/wPBnFM1igGF4EV8ic7CNTU/RwSuPEr4E8PnXEuJU31s1dvDhug1SMXLan16iz27mopBZYJnJQWljla/RwhxCIm3kdSpMyWmREbbR7AipgPfGrPxo2O1IYs01RMWfILgOahHYAfVSvTAUDlxfBmTw4+GDDTASQydA5UYCVYadepMJGq1KMBpagk9/DtCFUeTtGrecS0k3buTyvwN4G79wwJx8DW95prtnB81SGlEIyfgoGh76a6JjYbfP+b5gocbfe+eGKgI5RS7zD6ClV77AdsnIYQQh5gDkAPqSHJ07vVB1Fx+C8lDcQgL+ElqIeF4g1IljvXGVB6w9MNhjOfkY9OZfPXZxHfqTFmMncEJo/kuJpvR9hGUmBIx5x1LnOqLGGqyOxmqh6c8yyNCNg6MrDa1o5i4+nkKBUpC1NpzTQNL5Zi4xXYht8UPRgM0nYH0k7tSSvQhBaWYmR7THY1gr6Zb4gdToLNhRKOnfwc5uCO2YdfqCABXWhsFYD0LOR4HRjQKdDZG2keGEqrrgP/zrgoF1542nR5apw+oi3L6StOqOdu3jWOMh0CCUHHEmT59OieeeCKnn376wW7KkctgxDj2IdKfmMaMey/mlevPJHvilGAPkxvuabbjgYEoQ5/rqTodWaqb9IAbBQgYTDh0wa7lRqCrWhE6nyoQVmnUAGSpHnlIdJhq7pqraSEMHwp3Wwei2hJD05oGr6J970609OFHYyZrtu7cX7sgROscpTeyQhwSJADVJkfnXh9EzeW3eM61lKyAiw7JMmzoUFNU6WpVP6IkrZb5MZ15w/URyT4XNQWb6dvegv3/HiH1yRd5675hvHl1d969tTe1457m175X8l7NR+SqTrZioQ5dm5KFN5WAj9ecH/Kk9Zz6Knwap2qlNNwu+VGYHHdm6AmuRjDwBMHeRu9Vvc9Dni/rez9ZcPoUjIoatU02vIyt+zF0MR6vBCIu8Bu28YHhmNA6dIBdq+Vu60D86EiKUUho1NthtTGLkYmXU0H4uOOn485ggflEausHF/pR0DXzOzEQQFcjgVyx791+++2sX7+eH3744WA35cjWtGpZRgLkdKTWYuc3YyrFSnhgPLI/S7gM1RPsbay58KHwh5LAFbYRFOvCv28dLRRykIdEh6fmrrma9qIzovG861N0zl2BpOaCV4096llBd98OTs1JbHYZIQ4ISUouxMEjAag2OTr3+iA6xuhlfvXC0LC7kfaRoadr86sXBhOdikOLMZZdYZxwfhTusZyHrz7g86J7SeSQyoabqYQYzv70JUzP3sPol77imrkbyVfj8aOjwJjEcNtIypW4sPUrQJHOUt8zKC5i+xrwTkyX0KV0mlbDy65FERfXGsF8VO/EnYJTiUED6lC40j48dBOWQQ3ZmhsfcKtlAOs2biepflhK0zaZCYQCTD/rUilRLEx1hSe3awh0XeLfFFqHCjiUWJ53fYoBlQq/DuPVd4R6O4wb0Jl01R0x7G5czfe0C7hCwxvj0KJWUPAD3xmy+dojyWCFONLkpNp4zNwbv6IPm96WC5mGoVY2zRuRx8XWwnDfqc4l5Pir5CHRYabpNdcVtuHUoI9YzofCVr2drHZpoWnNBa804Om4M/GhYERjjmMe55hk2LcQQgjRGhKAOtCa5LdYbcwKDclK6tQ5WGVHHFKKXbWouugFIyuJZbmpAxMsfcOmT7L0pkhv5YOftrO53ANVFeCoDOWTmOWYx8n+EnL8VRhQOQ4nr9csIVWroVBnZYx1KNX1IRZVU/CiI9pgOgUYWfcH91r6tdhbSgEe8aykl28bZq2uvnoe5AYc6Jo8NTMC05yLOd1buNtjowDHqWV85JhNtupCA3Zioghz5BBBJQY9MMO162ZgmHkom4kP9Xa4s5PCHMdcDPW5NR6w9A1d5M9yzuNYdWdEcC28PcGtSnpQIY48xxi9zKn5iGzVFSziYTmv2WqkfmBnlDC1D3gq7ixecn5CRn1FzgYNQfXGw3v9QIkSR7bm5lPnu+QRXlBCHKL8PqiqYFONDi0zh9IYO7dbB7NNb6NSF3yY0zgvoxGN43Ru8mJ39ac7xuhlQUPwinh2KqbQ522Udz03WS/Ajw4l3gZpWQdnP4UQQhx80gOqTaLfVYv9pyG/hdvJDH8sWyo8dEi2kG4YICWeD1F1png26exkqO769N67WKnj9LrtTPJ8ETb9JdciLteN5J9LYfbiNcyvXkhsh2O4LO4i3vEtDCWgh2DVuL9YLuHD9PWUbNnE5eahFOmtDNaPZm71B1jzOnLzKSfDe/Oitk9BI9+QTIUSS0qjHCh+FO6MH8iz7v8RR4B2qovXXJ8AwZssIxqvuBdFXWc7zc2E2m9adXxMgK/+uCiAFS9qlKEsFq1Jr6b6IS3fbqrYVeI8KRWdXo8W8HObdQhLTcdSprPwiusTFJ2B8ZbzeKO+ElE0ejTO9G+n2FIddb4Q4jDW8AAnfwOjzUPR0PB69MRGGYQXABLwR0w3Ai94FuNXgpc/O3QW7o/rxxuej1EAL6A1CmSr6Agoul1R7b0slCMOgEbV666Nu4gJHgdd/H5e8n3C74YUNusSSFc9rDZksMaYyV9sQ5lb/QGmDsfwxTYPeZU1aJpGgcvHmQYVv1fhb7aBrDekMsi7kac9n5No1LjxxmEYrEOCwadY6XUrhBBHraM0kLSnJAB1MDQMyYJGpeKlW/+h6sxkSPPviAg+AcQR4EX3EiAY8Hks7mweqvkKIxrvOeZyi/UCJnhWkq46Kd60kRrrKYyzDggFnyAYiNlqSODHC2+nX5YpLDCZahgM8TZOLiimUomjnRb59L0KEy86F4cFnyCY4+Ih90qqdLHENangF+0eSq2f3tb7KwXCcmQZgOT6oSx+FCZY+vCo5wuahlZfdH7CGNtwXpjzNQPdc7F17Izx2jspN8STFqjiIc+XOBUTE90rgnmplDie8nzebPBpFw01xrSbZYQQh50mD3A+WlPAl/O/oJuvhBTCC0W0dAbQAT/rU2mvOgloCtfV/cwOxUKW5kHFwL2Wc/mn538Y0IhBJUv1BHum2obxlhZP3n7dSbFH/D5wO9nkM7FjaxEdN2wgva6KmXXzMSgaGVrwO9DgV/Gjw4BGJ52Ht0Z2pMsXM6jbDMOLj+OBF5/EGCgjoClohkTKfT6y0Hjb+QHX2S7m7pofMKKyU9NxdjszJLQ/yDsuRDN0OskLJcSBIgGoNpGjJcRu5BrrMNU/YfcBj8X2ihoC0aPxQM1XVNeHSIxovOb6mFzVGawW5/OS5Pcw1bkk7H0NuUVy0+zhiXdTLJCQDAYjW6o1jKgRz/P9gBGVRIJVm7ZjCQ0TAEigjjdNXVs1JE3HriEo+0IAhVG24XxpbB860QTYlTA4XavhU8dMFux8l2SfC91vaygodTLMPCysZHa25qZQiWdM/MVYNN9u21eHnkJntNp/QojDXqME5Rd2z2GS5RxqlcicPi1RUXg1thsBTSFbc9MJFzfZLqRQZ8WMnxc8SyOG+t5lHchWQ4IkIT8U1fd4KnlwLFc9/RHXvvc7BWocGpCtuclo9AAmQ6smW3NToLMxwjKU7BQbtVs2kVrn4G3HQnr7tpGpesjW3BznKyOdYG9aM35mO+eHvs91dV42u2WwtziESfBJiANHhuC1ydG510K0wabYdL42ZOMjOHzj4dpvovYSCvYE0rBRFzVxt51aPnC+T7bmZodi4QrbcAqxBHOLON5lx6aCXfmi/OEBlA5mhTpNieiyaABq0eHLO4GyGDv3W88jXvOGAknblXjuq/m2Tb2a9tUIExWNu2p+4Oou9rAk5I3pgTSCPbc0YP3mkqhVh2II0M1fTEKjfZthPCEiGOVH4WrbUAKJqftoL4QQh6pQTqj6gMJ9UXLhNX0dINg79BX3otD7Lo0fxjpjOndZBza7LalUewhzO8PyK/ap20J3f3GL32UNQ8C/KlcZbh5Kgc5GNp6w4ZwZobqr4YLf517KNm3e13sihBDicCQBqDY5OvdaiDYocPq4zn4Jt1gv2O2yDUPYot0EPRN3Zn3tOEjVqvm75xuSG4Ivmsrf5/zElf/4kJIHx+Kb9jjUVgeTqJa5WbNtJ0ozJylFp2fnZbeT+uSLXHzFEH40ZIYSpXbSqpptz/7iJxgIMgK9fNvpdmwGV9hGhAJ40S7oNWCNIYOFJXqyAq6IinppWg3PeT4L3VAowJW+3yJuMAxoPOv+X1gpbSHEEapRUY+x1sHcWrMmavC/sabnvoZARLRqZz4UbrYOkUq1h7hNPlMoiJSrOnnN9QlGtBa/5xoCigpQpjMzyXJOq7enAbdZh1BgztjbpgshhBBHHQlACbEbuUlmUtVqJni+DJsemfZ2l2g3QX+v+Y6nYs/ETzBQcnqgmLj6texUYslU3cxyzCPdu5PKDX/ge2ESZQ/cxlVPf8T4RVvYpE8IBbAaFOssrDeksMkXAwnJVJVXkK56om7fh8LEuN7NVo3aVwz1++dD4RtjOxZVxvBDTDsmNqkU2LR97f0Otvz6B3Mcc8lWXVRj4Lb4QfibtLal4x6tlLYQ4gjVkBPqiWmMv3EIW/V2fFHObiowwdwHH5GJL59zLaWrr4Q57gXkqk62KfF8b8gMVd98wPMVt1sHS6XaQ1hBZXXUnrPRvueKFTOFOiu5qpMF1QvplRDgdccHvFxfoKM1FOAhz5dUFRfvXcPFYcHr9eJ0OsN+vF7vwW5W2xylvSyEOGCkB1SbHJ17LUQbHGP0Mr+hFLPOxkj7SEowRe3J0yBajyMjGpNqv4y4AdKALM3DXMfc0DZuiT2fQP6vpNY5mOOYy8n+Ejr5yiMSoasaTI7rhd5ohKoKEpKTedzSO+r2H7L043NTB9T6y/JaWg7mtJYfhZvih1BKXNj0W6wXcL3tYuxWM919O3jUs6LF9aRRQ47fQaIazLlRqcSyVW9npxIbtly0416mxFGos2JEo7PiCiulLYQ4gtXnhDonM4bOigsjGgU6G2OsQ0PB6xLi+D4miwpdcPhcAPChQwNyVSfTnIvYqQazPqVp1dwaP5gR9ssojknElHsML9wzgvQnpmEc+5BUqj1U+H2hHsLFjlpy/FW84FoctkjT70EfkG9I5u74AfjRkWzUyFWdnO0vxICGH6hSdl/AQgNKdBZO6Ji9r/ZGHMImT56M3W4P+5k8efLBblbbqOpRe6MrxAEhAag2kSp4QuxOk9LfHQI7SatP+q3V/zScPhpX6tYApxKDXYvMCdVY03njrAMo1Nsp10xk46Od6gqrmucHfjGk09VfSpbm4SPHe1z5kpfOtZ9xbnIqw1z5UXtAPe75nMtsI6nCRBK1/K6kcLxWEbW6X2v5UfjGmM3vhhR8OkNYkqcJnpWMNqQyItXLbY559b2igiedaMdDX5+XpWG9E+L78pLzE1K1mihLh/Oi5xbrEF6rXSq9FIQ4GsXbSOp8XOg8XaS3MlA3mjnVH6JrfywXdz8V5cffqSjcxGR9D6bUfB46T6uKQpdAeaii56v9U0k47SIyDEOD5xIJOh1a6pOOV+bnc5V5KKCxrGomcQSoQc/d8QOZ7l6EgeBXUgWxpFKLEejkK+f5wFIMqJTUgc/lI7N+tQYgQYves0UDno07nbtqVmFE41R/MQazJKQ/Gtx///2MGzcubJopJuYgtWYvSFJyIfafozSQtKckACVENLXVUFrEFzU21hZW0WPwLfQeUMQMey6FJZXw7w/Q0Hg47hwG+bdwlq8QPVoosKIBP+nTuNM6iPcd75PWiiBKg+dcSxltH8HlCZeyoGp2xHsriSNTdYeqNOnQeMG1hHTVTXGpiosYEvFGBHl0KLQLuLFRiwJ00cr3+gRQTizPxfVklvsD2qkuinQW7rH050nP56GcKelp5xCIt+F3O7naegnT3ItJ0mrD2td0WKABjUmu5aSwK99KMXEkUBeWJBaCQyp+M6ZyzfDepOf0YZMxmYI/d9Ih2RLM1yI3kEIc+RqG47mdzPDHsqXCQ4dkC8mGCyHexu0GI5yTCwUb0X7Vc9M3cbzi+gQFyFOdQPA8dJP1AgamdOKyFAsgCccPSY2Tjvvm8YT5rFClWgMBNMCHHgMBvOj5q/1Cprs+pZ3qIoMaUKFAZ2O0ZRg3lMAgLGQTGUxyosMa6jMMPxnSudw+kjmOeSjxNkjLOnD7LA4ak8mEydSkZ5wmFRCFEI1IAKpNJAAlRFO11fjvuw7cTp63j+RHYybdfTs40zGXnHgbefc/S6nRRprPwV+9PzE+/nyO85WTxq5A0SNxZzPTfAoJWi2qogsbCxDMARWuGj2/GlLp5i8hV3UyyzGPRyznkKSFJ7z1Exyq1rinUSwBslU3hTord5j783Lt/1DqvBTobIyzDmCqcwnZmhs9GtM9S+rXE8xv0hwNWKA7lmHqn1F7K2mAFx0Z1PCCczF/GpPQ6fwoGlxX+xN/sQ1lbvUHJHXsCClp6J96HUqLuKtCo/alz1ACtaFg1T/cy8jW3BHrb3xD4APyjSlMjz2V/7o+CCuR7lf0TI7rxawvXqNi+2auNQ9lqyGBrICLhZ75JHTqjPGOCRKEEuJIVz8cLw/IS2kIHtX/W1uN/6Gbwe1kk30EP5qOZaG3E8Pq8kNvfzm2G0tNx2L5s5zLTmt/wJsvWmeTz8RV5qHM8s0jV3Xyijs49K6h0EVDT9oizIxKGMlWQwJ3WgeG9SSeZOlNkd7K/4p8LLYNYpZzXsT3sq3+i1YjOCT8+HN60adrDgZTv2DwyRAc+r7JZ6KgsloeegghxNFKAlBtIkdLiKaKtqFzOzCgMccxlzE1PzPH8T4GNBS3g0U/bGRY/PBQItPZzvlhwSeAv9b+RKpaTZzqw6aGd+lvmsNIAx4xn0OaWo0RDT8KOzHxH9cnYYEWaDlibNACjK1ehVWv4UfH3daBrDZmcYdtMP4myzrZfffxMkNci/MbTh7J1GBW60hVPWRqHs7yFZKuutFpKtU+P8s3lLHZrYEtkTNPaEfaccdRFmPnUvtlbDAmoyjBEFc1Bm6OH4IPJSLoZQTy/DuZWvM5BjS2KlZ+MGTgRyFbdfG2YyH2zetIrnOypGomZ9QVMscxl9Q6B4Hf1oKjcrf7K8TuTJ8+nRNPPJHTTz/9YDdFNGiUC2j5+iK2biqk4M9tLF9fxOZyD1RVBJcpLQK3AwMq7znmMsm5jKGNgk8AN9euZYD3T5LNMeHvFYeU5pKONy10cYd9SOhhRNMKhy+5PqG7bwdb8rfwjnNhi9+tf7OcxzmJ13BWl/ac0ykVcjqCwYhv2mOUPDiWq57+iOve+CG8iq18boQQQoioJAAlRBPf7FQoVYJPzQ1oPOn5InRxWk4cE1aUBudpTYaC6SxcYRtONQayNTfv75zNTOcCzPjxAb/okkNDzTTgmdieqPWvn6hezkPxfdmus2JAo5taFgo+FSsWRtpHsoPwZNxNZWjVnOAvw+UHAyrPuz6lh6+IF5yLIy6uk2i5gosC3FS3rtncVSqwsz5ZaxwqpwVKQttwY+Bt54ck+1y48vO5580vd12YvziZxt23qpRYNukT8KOw2pDBZ6Y8brMOiZI8VuGe+P7YjOBHx2OW3nTxl2OoL7Udjw9D/RCMOALMds6nneoCoFwzsdUhNwNi791+++2sX7+eH3744WA3RUAoF1DJg2O59h8L8U17DP1T/4f+qf/DN+0xrnlqQSggsNIRwxpDRqggxNV160Pn4iLiQufmV1yf8NvnKySYcAjLTTJHDSo1LXTRUOFwXqMiIjfFD0Yl+FDjPcf7DKnNDw3fa85dNatI0Lx0sMeEgp1f/bSZivphgO865tHDV7Srim3+BnA79/FeC7GPSY8NIfYdSULeJkfnXgvRgiXbfYxIuIwKJTLg49MZyAk4eK/qfTK06rB5mqpRrRhx6oKBmXRqKNFZ6st5g031shMTGvCDIZN5cSdQWl+VSYeCqunQNwlqlSpxjEi4jFIlLpT4vBaFMiV67yRNp+d682AKdDZyVSdzHXNDw9u266yMs5y3FynHGx0H9DwU3y+iZxVAGrXE1c9RFMgJOEIX5lUbN1C1cSOpdcFpJ/tLyPHtxIBGR52bv3bU85Dnyyg9oDSmuP+H06dhQGWiZyVuJTjEQQESqIv6BLuUOMbYh/N1uSTfFOKI0ygX0EzHfLr6S2mnusjW3HT1lTDTuSAUECj4YyPpqidqgQZV0Yed741aQIIJh7CmlWlvsF5Q/z2r4UPhBuuFoe/AV2s+JTmvAyWmREbbR/BjTFboAZMRmFDzdbMPWrzoKNTFB/MZehaQ/d9/hHo8XTknn1tjz8eHQk79d21De4abh7LZ3/IDIyEOOklKLsS+IwGoNjk691qIFiRZjKSrbuxNquFoEKpI1xDU2aFYKK6/mM2kmv84PgzlptQDPfzFobLgf0kYjr/DcVQZ4/l7fH+K9DZutQ7Bj4IejRmuhRFBrbr6AXsP9WuPUh86MqBRpjNHBJKKdRbWG1L4w5ASMTTBj8JY6yA+jD2en/Rpex2EUlCZ5Pq8xWELfhTaqe6wC/OhluEMtQwPC5Dl4saHwm1x/fnPxgAlOkvUHlCbDYlcFj+MQp2VbM0dNbF70/clUcsTnuUogWihMiHE4WyTz8Rw81AKdDayNTcZ6q68cRlaNdmqiyLMXBZ3EWsCSTxu6R1xjtCAR+P7cEnCKEoUMwrwluujsGDCV9ur4dfVrFhfxNRlG1iZXwZbNwaLVYgDr6EybX1QaUVMB741ZuNHx7fGbFbE5DLaPoISUyJJnY/DOPZh0p+Yxox7L+aSszqTb0gi0CTs1PRzUY6JlcYcxtiGB9eTl8fOzVuCic/rezw97/o0IpfiOOsAivRWtlRIhTwhhDhqSACqTSQJuRBNjEjxcptjbkT+paZPSTXgUcs5/GzMYEHVe6Rp1cEKO1qwMlvjYNI46wBqdEbUoq0k+ty841zIOOsAnnMtjdhOsc7C7dbBPOdaGqoktynzUS63jeBd53wMaJwYqIhot19TeMzcm1S1OmJoggGNaa4l3GkdSEogshdAUxowzdSdsd4foy5rQiOT2ihzwrfZWMOFuVELMMlyDq+5Pg7NM6Ix1fUpj1p6092/A4VgQtl1hnRO8pdiRCPHX4VN80YMfWysaVsNaPTyFVJskRtFIY40jXMBNU4w3VgaNTzhWc7T39cy37Uoag+oF12LuDjhCv5h6cVz7mWheU9azqZKMXH883egabXEGjKZZh/OSf5SetVXQtM/9TrEmvffTopIUSoeZtv7YKgrJzsmhVccdXRItpBuGLArIXismTzgpAQdxwSq0O/m+71WF8Mkyzk8cfNA0lMHs6lGx1XPLQklPm/4vDX0vGrQUMW2Q7JUUBRCiKPGURpI2lNytIRoIjsjKXQxWqwE8zrVRgnDKMCL7sX0924iqUnPJZTw5Z9zLSVO9ZGvWfGh7Or9ozojnrz6NYUdOuuuJ7idOrOqws+qmHZMsPQJW7ZCiWWkfWSoB8Dc6g9Y6Jkfeno/0j6SwvoqUKHeW1HKTTemAav06Xxk6hyaFgCutA5lJ6aoy7vYfcWfF5yLOcZXwevOD3nJ9UnEOnJUJ6+5PsFI8KL+ZuuFJAWqQ8MqSvTxvOz8JKKX2O74UFDj4tv0HiHEoa+5XECNNQShs/1OIvu5BKc4MNHRV8GzjYJPANNcixlV8wtJWvAb4HT/Dq6v/pH3HHMxoKK5ncHk5uLAa6h4mGLh3OPSyMtIgJyO5GUkBF8nBAttbNrpDUtOv9NRjU6N/hDD32j4XrbqYk7NR5yTqoOEZAqcvqiJzxt6ODd8Dzc8NMoztPyARgghxBFEekC1ydG51wdDo0o9n/9RKhV2DkUNvyPVTHluFyoMFm60XUgdCjH1Ny4qMMHcJ5T7SAdMql4R0ZUwQ/WwXWcNuyid41lIXqAqost+sLePwq2WQRRhJltzM8e9gOfG9CD93scw3nIvJ+em0N23IyLJqk2rRUXhL7ahlMXYielwDIGsDhSbErndOpjf9ClsNibhjxJAq0HPHZYBEXmcFCBL85BAHTX1QwCLlXgcOhPVuvDqeQ2Je61E/xzXoGeMdSg1GMjSPHzsmEUvXyHG+uTh6/XJUave3WIdwsqYXLYaEkJPmHv6d9CufuhjDQq1jeoJFtfn1mpKI/g7+nhDpfzNCXGEaZwLqFCJp7SZ3HgGNP7tWRI6T5cQFzonKoAOlRc8S0NJySeZzw6ddxpyBDWc6+6v+SYUFL/MPoKVXvt+30/RRi0kp++46FUSminC4UNHvj6RsdbBFMckomXlsrlWD1UV5NqMUYOdPpRQxdnGD42Itx2IPRVCCCEOOzIE70CovxiqzM/nKvNQivRWsgIu5lcvJKlTZ4xjHwo+zRMHj9+H71+PUrUxn2vNlzDB46ZLAP7j+IiN+kTq0BNLIBRwiqZCieU26xDecH6IGT+aprFVb2e0fQTzqxdCu1zuLj+GWc75YUEoDbgjfhAj6/5A0+kp1OL5TUnksRnfM6fmI5I6dabv0DGc7ZiHof7G54m4s3iw5qv6Sj5zcWV1RO/2M6LkBLYaEjg+9jjerF6ENzkTAjsjhsMBuIjh3ppvMRB88vuTPo2MgJt2eGinupntnA9AMXGMtQ7iZc8S2qkuinQW7rH050n3Z+RqrhYPq0MxEYcPY32VIRMaf+iTOT5QgQKhoYQNN3cNJni+ZKwunpyAIyJgB1CBmU2GJDoFKgmgsE1vI8VfFHFCa7i5XPj5z7yzfAMLPfNJ6NQZ4x0T5G9OiMNdQy6g/A2MibuIh6u/pJuvmNRG+eGqiCGButDrciWOMbbh2KhjTv1Q66T6+Rpwk/UClpqOZbvexsuuRaH3vRzbjVtq14ZeT7T04UdjJmu27uScTqn7fVdFGzROTl83H4OihfKDGfxNsz8F+YE1+gz+G7+WmLLt3Bg3gD+cKaQ+u5j51Qtp36EDC6q3kFbfu3icdQDPOT8lV3Px75pl/DnmUbJy24UP+xNCCHF0OEp7Mu0pOVoHQqOLoVlSrvfQVFVJ4Pe1pNY5eLdqLif5S8nUPGRSzemBYnYSE/GWpmERm1ZLnaJncMJoymLsWDsfx5RrezPj3otJf2Iaf/a/mmfd/4vaA+ohz5d0VStop7pAUXg1thvvOBfu+ozExaPE2/CjY4xtOGcHiqjQWfABDmKwF23E7vfwsWM2p/p28B/Xx6T4XGQUb0CvRa90EgD+1CeyXWeljDiqlFi2GBIikrOmUsvfPN/yh5LADp0FVVO41vszky1nR03oe7+lX2jYX4ZWzWuuTzDU93jSASfUB5+aHoNqDFxh25Wg/JWaT3nEcg6+Jkv7gDvsQ1g3chy++6ei3v88fwy6Hn+jHlGN6YHcgIM5jrmk1jkIrP8RHJVRlxVCHEYacgE9MY3HbxrIY+beeJXwMLS9UfAJIFmrYbZjHn/okyOGND8VdyZLTceSFXDxgOersHk3Nwo+ATzqWUF33w5OzUncd/sj9okWk9NTQ2z9A5HGvZQNQGedi7jSbWR4dzLdtZiT/SW7rtU2byaxUTW91cYsRieMpMSUSHLnzpx9Sh55KRZISJbgkxBCHG1kCF6bSA+oA2CTz8RV5qERySsLdDZGm4cywx9L3kFu49GuoNJDmhoMp2RRHRZdiiVAJjURvXQUgj2HHjX3ZkL1SozAHMc8iu98mtScwRBvo1/oQtRCRnsdW/V2slRXWBCqocLbg5Z+vOMMDidp6H0U+owYEsh76nUoLeJvFRrtX/mMDNVDkc7CC6bTebJmeaitDe+F4JDBzfpECBCRO8mOj1dNp/AP9zIyqQa1gkS1JiI5qx6NswLb+YVUUlQPRkBXp3Ju3ZZgCXNggy6J49RKFGCS5wuut13Es67/hVWq213icwcxbDIkhnqM6dOyeHT7yoiAnRF43vUpn3pPIWDLIc9Qi6aB2swWdBDWk0HTNLZW1pCTvJsGCSEOffW5gPpQwZyaj0hXXRTobLxu6sojNV+Fhs+9E9OFv9T9igIkU8ultb/ycHV4kOnvNd+Rb0jmCe9XZNb3dJkadxrPej4LreepuF78veZbjGjMcczDYOoHSA+oA8LvA7eTTT4TW8ucHBOromkam716ctPswbxL8bZWJacvVcxcZh9JlWLiYUtfptR+QWVCFjf7Tuddf5RrNcswZlw1mLzYQCjxeUSic3FE8nq9eL3hwzZNMTGYTJE5MYUQR6mjNJC0p476o1VdXU1ubi5///vf99s2Gl8MNSbleg8da4rcVDSTP6RBtPBGBSYWx3bicvul+NGhxNvIPqY9EEx+2jjf1zExdXRWXOFJSxUrRjSO1ZzU6Iwtf0ZizZDTkbTsTC6LH0aBzkaW6mFyzfLQzVFjfuBy+6XcG38eapOk6H4UzPh5x/0hWVRTqMRzr+VcDERPzqoDTgmUhRKET7acHZpXQhxlipkKYvEDVUosfk1Hkta2JKyqTs+DFxwf6jHmvv4+CvT2iB5QGlCis/DPFYXcOXk2xQ+M5cxV87jHcl7UPFBNVerMrNkuvQ6FOKI0DMer76Ey03wKPxnSQg8Orq4PPmnAOl0yE6q/woiGH4UJ5j74CCaUftn1CXW2ZHbEJPBQfF++MOZSqcSiAT8YMnnd3J3L7SND53vSsg7mXh89Wsjr5Jv2GNc8tYCSB8fim/Z4s/maGkvUqsn1V7F85zu87voIfHVsr6olTfWQpoZfk4W+hx114YnPpcfTUWHy5MnY7fawn8mTJx/sZgkhDiXSA6pNjvoeUE888QRnnnnmft1Gc5V6pFzvoWNbIJa3bYOZ43i/xT+KUsXMrbYh/MuxmHZ4sCt+bjk7h84nHht8Ep6Uiu/VZ6Pn+zq2I0mdOlGycSOjzUMp05nZakignc/Dn4qNRL+HF53h1eFecCziKvuwsM9Ic093nUoMdm3XcBMXJvzomOWcT5bqoRoD19ku5mn3MnLV8ACMQdHwKgZ86COCUH7CTxRGNF7wBD/LPmBCfD+mupdixo8fKFIsvOP6AAMaKnCv5Vwme5ZHzUPVoFhnYb0hhYS0lGD1Inct+rpaOtUH7Ap1Vh4z92aaezFGNLr7dzDDuYCT/KUY0VBLvUzlt932sgqgcFf8APqqLQcbhRCHmYbheG4nM/yxTF22gcvWXModnu+4s3Z1aLEqxcTf4vvzX9eHJGk1lBFH37oC3IqJBM2LixguCZxLD9MO3nB+jC8unuL7ppFcW0KdPoux212cmtMreL5Pywo+GBD7X0t5nXwqM50LSFddlORv4BhfBfOrF5Jen5y+8bKlxJFELUY03nYtQIeCHo10ajH4dvCub17ENYBcqx3d7r//fsaNGxc2zRQTmZbhiKPTgRo9hYMQoomjNJC0p47qo5Wfn8/vv//OkCFD9ut2GlfqkXK9h6b2+lpecC7ebUQ2oMFWvZ2x9iH4UTBa4rlh0MnBJLQ5HcHvbz7f158bMf5lLOlPTGPGvRfz5uXH00nnxoBKnq+CRc7ZpBMcslasmCkhjiyqWeqYRZ6/KtSG5gKajYNPAIl4edOxIHTh3TDEbbL5rIhQUIbqYbZzPnEEIua1FNQxAhM9K/EowSfABuAUtTwUbCpVLHwZk8MaQ0aLvZP8msJj5t7kJpnx/etRyh64jb/8ewW/EMxRpVcDXOb9jb9YLwked6C7vyTUg+Fpcy+ilVhvSo8WHOZYX01PCHEEqR+Ol5diYXi3dpzkL+XW2jVhiyRqXt52f8Td8QMoJY5MqumqlWPV6uoretZxYV0+L7s+wYCKscZNnrEWuvSg9/GZ3HV+513newk+HTAt5nXSqsmuH3o53DyUzTEpod5wY+zDWadPZYfOQqESz08xGYyyDQ99jzQecp6MN3QNUKyzyLWaAMBkMmGz2cJ+jorhdxJ8EkLsJ4dsAGrFihVcfPHFZGVloSgKCxYsiFhm+vTpdOjQgdjYWM444wy+//77Nm3j73//+4HpRttkaICU6z30nJoVT3KjfEXNScDLMf6dPO/6FAMa5XWA2wVVFWwqczNrg4fh5qEU6qyhHBINgcfh5qGs3Bn8k8tLiCEzJ4sRDRfUVIdSaGvA27Enk0zwYldBg5pdAZOmAc17zP1Cl9Aa8O+YbqHXydSFLrBVnY7udUW86F6MQrD3UqkSeQPVNOCkJ9gL6h7LeaHS5Q18KGRr7rCqUw1KlThGJFzGwK7taBdwRQ1klRFHoc5KtuZmTs1H5NUUE/j9J1LrHMx0zOfV2G4oaoBMqjnbt43ba1ZTRfiFnwGN56uXhW4ctuusYcekKRMBTk3aXV8pIcThrG+ckzmOeRjrK4c+bD6HhtupDNXDTNdCsqjGh8IfuqRGQQmNJz1fhN53mX0EK732g7ovovlUBo1NsvSmSG/lg19LKRz1f6Tf+xhv3T2Ik9rZ0BsM3GK7gNusQyjS26gkttn1VCixjLBfJtdqQgghWucADsFrS/zjzTffRFGUsJ/Y2PDvP03TmDBhApmZmcTFxdG/f3/y8/Pb3K62OGSH4Hk8Hk455RSuv/56RowYETF/9uzZjBs3jpdeeokzzjiD559/nkGDBvHHH3+QlpYGQLdu3fD7/RHv/fTTT/nhhx/o3LkznTt35uuvv96/O9NkaIAkrzz05CZZqFUU0KAIMzpFIUMLPmGtRc9OYsikhrhGSb4LlXiujruA+W/8i9otm3YNuQMMWvgwtictZ1Okt3LvK8uCw/E6dWbrwJujDqVTgPE13wLBwM8o2wj6bdZxodUTfAIbGxcqPT7aPJQqxcR91V+TRB2r9Bl00qqoVGJJbpSDyY9CO9XNK+7FoWkVOgvPx53OZM/yiOBQqRLHw5Z+/Nu9CB3BSPV4z9ehnk216KnQxdFObb4nUUNS8FPbxZOseEGDQiwUGWyc6i/GgIYFH3+1XsDLtZ+R1KkzBb4YDMTSDh/ZmjssoXoVJk737whVMIqmYYhdkd5KXbUOE5FP8LzoUePlhlKII1paVrByqNvJ5fYRFOpt3F67JqznDASHFOcEHNQqBhzEkMyuZMMTLX340ZjJmq07g72exEHTXM/fxl5yLeJy3Uj+uRRmL17D/OqFZHfowM4d20irczDdv5hx1gFMdS4hjeYfONm0WtJVN2OG9ODCzomkOzqxQsnkxy82c2pOIueYHDL8UgghxC4HaAhea+IfTdlsNv7444/Qa6VJXuCnn36af/3rX7z11lvk5eXx8MMPM2jQINavXx8RrNpXFE3TWpO396BSFIX58+czbNiw0LQzzjiD008/nWnTpgGgqirt27fnjjvu4L777tvtOu+//37++9//otfrcbvd+Hw+/va3vzFhwoSoyzetguF0Omnfvj0OhwObTZ6KHfb8PnxTH8G5cQPDLcOY4FlJl0AZOjXAr/o0YhSVXv7tYd31i3UW/tAncZziIqOuigKdLXRxm91kiJcPhbHWwTzg+Ypc1UmJKZHacU8z+qWvmOWYF5GTqUGFEsvFCaPCc0l16ozxlnuhtobN/lgKSh2c+uELBLbkc33cIKa5P6Wd6mpxd8uVWFJaSBJeqMQzPPFyOteV8Zb7w7BIdTkxXGkbTo7m4hXXJy0O0StU4lHHP0Pmh69RtXEDQy3DKdOZOd5fzmvVS1Db5VJz4wPkxQYg3sasNTt4Yc7XzHPMCbtRLNZZGG85j9ddH7WYSwqgBj03xV/AG03aDcEAVaUSy/o7p9K3a06L6zkaOJ1O7Ha7nMfaSI7bYaK2GkqLWOm1M29NIVu+X80cx9ywc4gGPGDpx52e74PVQBvxoXC5fSTjbhkqAaiDraqCkgfHku7d2WxeJ0N9r7VbrBcwwbOSXNVJcUwiN8YNYLprccT3bAlxJNe/D4JFRezUYUDDjw7DfU/jn/Y4uJ1cZh/Bj8ZMuvt2MMcxDyXehv6p1w/rIJScx/bCoX/rJIRoC2UvR0ZMnLjHb/U+8EBkpU2TKepQ37bGP958803uvvtuqqqqom5b0zSysrL429/+FirI5nA4SE9P580332TUqFF7vF8tOWSH4LWkrq6O1atX079//9A0nU5H//79+eabb1q1jsmTJ7Nt2za2bNnCM888w1//+tdmg08NyzeugNG+ffu93g9xiNMAFIwE6BSoDAs+QXAYR8fATm6MGxjKEzHXMTcUfNqus3Jb/KBG1ZUWkVufFPUW03koqj9sKN19lshhY8laLfMcc8JzSeVvgNqaUK6TflkmarZuIdHn5gXXEoxaZK+/phJaCD75gM2GREb0zOWfnmUoTUJMydQx2zmfF12LQkP5vKEBhMH8VTt0wWStKYqXnKQ4jLfdT+p9T/DUX89j7MDjGX/LxaTd/wQZf3+EvIyERpWE6o9A04s7TWOLPoFvjNkRwwA1IF+XgK/+dRwB3okSfIJgvg+vppBnOSxPfUKItqivHHpOp1Qu7WgJDZ1uTAEme5aHgk9+FB6w9MVXPxxvjmNesMeLOLgapTIYYx/OL4Y0tuusYXmdGn5nr7k+Dn2vjrAMZZ0xPWLoXrHOwmj7cCqVOPwo7MDMmpis+qGY9RUONcDtxIDKe465jKn5mfccczGgormdUFp0cI6FEAeDJFkWonl7MQSvtZU29zT+4Xa7yc3NpX379gwdOpRff/01NG/z5s0UFxeHrdNut3PGGWe0OqayJw7ZIXgtKS8vJxAIkJ6eHjY9PT2d33//fb9ss2kVjIYeUOIIUVVJ4I+fSVZ9vFs1F51u1xA8e6CImGZ63SSpNVTq4iKG0RXrLIy2BXtSqeig0VCwGALMcC7E+e4Gkjp2pGTjRh6O6c1rro9CZcJ/0yfTKVCBkWCgq2HdhUo8l5uHcucGD2ccE0ueoZZNNTqujbuImb4FZLfQ80kFHjH34eHqFTQd9BnqoeX+klzNRWec1CmVJGk1EYE3BUggmPBcA+6IH8yl3t852V9KolaNDvhL/EXMrPkEQ14nvivy0m3xv6jbvJGHzJew1ZAQ3ptr7EOhYahnJes4p+p9MrTwnggZWjUzHfMZax3EK77ysOETCtBJrQIiK/ZFk0wdZYHdB+mEaGr69OlMnz6dQKD5YaDi0JSZlcpWvZ0sNVhZMxo/CpfZR/KjMZPfDKmhni6kZR3g1ooIjVIZvOWPpaD0XAKxwe/V3zc6WfXZZm6xXsBrro9DbxlnHRDqPdx06J5fU6jVxbDimqc401ZHYcDE72U+7spLxWA6D9Ky+KLAzfP2EbznmBvKDQYNPeNGMM5r55wDdwSEOLgkKbkQzduLAO3948dHVtqM0vtpT+Ifxx13HK+//jonn3wyDoeDZ555hrPOOotff/2V7OxsiouLQ+tous6GefvDYRmA2teuvfba3S7TXFc4cWQocNRhwEQ7fGRR3TheROxuhnylqW7+5fo0bJpfU7BrXrr4yyLyEKXVJ+x279iKccJzpNfVcJMzhtp/L0fxevh7/Ll8GtOR4wIVzHG8H/ZHGlufW+rhuWs53l/OG9WLUBPbMcFTS0wLPZ80gt0dJ1WvCE2rQaFWiSFB82JE4wHXSioNFnL8LvQ+L49+U8H7xLaYK0MBHqj+mvss5/KMaylGwKcz8N/EX6FWYUTJ8Tjf+ZYFVRtop7pYXDeL62wX87R7Gemqk5L8DaSXl0JdDV/U2Nj4+3aurM/BUqSL5w7rIP7lCg4pTKGWl1yLdtOehhBe8zSgcGc1MgBPtNXtt9/O7bffHhq6Ig4fx8SpWJRg8KlAZ+NJy9lMcy0OC0aVEkeJLp7rzurAeSf0xGDqJ7l+DiUNVQ6BvBRLaPKFVjezlv7MBM/KsMWfcy1lrHUw/6ldSkZ9j6hx1gE851oaqmyXftIASEgmGzgz9M7gcMu1hYX8aMxkoqVPKPgEkhtMCCHEvrM/Ywy9evWiV69eoddnnXUWJ5xwAi+//DKPPfbYftlmaxyW/SlTUlLQ6/WUlJSETS8pKSEjI+MgtUoczr4t9bFJnxgxvKuxaGENFzG85FocyrlUrJhDVd1eq17S7Lr8KNwU2x/HOy9S8o+HGf/W1/SLu5SJcb25x7ua1/2f4SQGhxKe/C2FGhbsfJcZjvnMd8whxeeiQ+nvnOwrCQW2GisljkIlPmKvAijcET8Yl2IKhWzs1HGSvxQFsOOli6+MJFouO60BOaozVFFqB2bGWgZQt62A5DonHzre4xj/ThpSzZnxM9s5PzQ8YnTsEOomj8M/6U6ef+UDnvq6lF/0KWhAjOrnN30Kl9lHUhZjR3/siSQqwYF223VWbrYOifh96dEaDaGJdtzheutFBBLlpkGIo0q8jaTOx1FiSgzl42uodPe9IZOtOhtZVDO/eiET+2QEAws5HSX4dBhoWhl2pH1kaFj8qzWfkpzXYY+qEHfLTqC7bwePelaETX/Us4Luvh2cmpO4v3dNCCHE4eAAVMHbF/EPo9FI9+7d2bhxI0DofQc6pnJY9oCKiYmhR48eLFu2LJSYXFVVli1bxtixYw9u48Thw+8Dt5NNPhPbtpVwtn9niwmuo4Wm0qgJ9ZYqVOK5POFSABZ65qNmtufXIjeKX4sYUrbGkEGpPp7qzX+SWVfFLO/72BQfCZo3GBDy+fiE2ZgIEEDhobi+PFkTrFaXRi1p/h1h62suUOTTGXjE3JuX3IvD9k2PxqOeFZTpLLTHGTGszojGvz3NB9DqCJ48mp4206jhAc9XoAZ7ajUEnADKMZHSqMLUOOsAYhQVnccVyrEx0dKHbv4dofa8eVE2qSeeSKphAMTG4fv3ZMryN3BL3CCmuRbXJ4tVWKtLo4taThwBDI2GSjRlAF53fcSnW3tCqk6qUApxtGg0hOtftXpMr22guKiAG2MH8IchhVS1OjQsuKWghDgENeSHqq8MW6S3Mto+IqxoR3ptTZurEPeNc3K2Y14ouflESx8e9awI5QYzmPrR0FtKCCHEUewA5EjbF/GPQCDAL7/8wgUXXABAXl4eGRkZLFu2jG7dugHBNEPfffcdt9566/7YDeAQDkC53e5QdA6CSbLWrl1LUlISOTk5jBs3jmuuuYbTTjuNnj178vzzz+PxeLjuuusOYqvFYcPvwzftMSrz87nKPBSfouNq2pbXpWm+ocfizwnlm9ChYYoxMtl8Fv91Lox4b7DHlMJIyzBm+eur4DXk3wY+NHXiFu9aAHRoePV6SoklPUqgyVD/Lj9KWJCpWGfhT52daZ6lGNDYrovnTusgpjsXk6F5aKd5aBfwRKyvNXUgYpqZrkfj9EBxaD8ar6txeXMIDo8YbR/BZfYRzGkux0Zmh/qhFsHhFsY7JpDazA1ke38V7znmkbKbXlsKGm99sppe86ZE5KASQhzBGg3h4t7HwO3khTYGJcQhqFFwsdkgU6y5ydA9S0trDErLQom34Xc7uby+Cp7kBhOink4neaGEaHCAkvTvLv5x9dVX065du1AS80mTJnHmmWfSsWNHqqqqmDJlCgUFBdx4440AKIrC3XffzeOPP06nTp3Iy8vj4YcfJisrKxTk2h8O2QDUqlWrOPfcc0OvG5JzXXPNNbz55ptcccUVlJWVMWHCBIqLi+nWrRuLFy+OSKIlRFRuJ5X5+aR7dzLLN48nzWeTEmUIW1PVGLjOdjHPOj8lm/DgzXTXYu7UBvJg9dckqy5qN/7Ce4aNJNcnMy/WWUAL9oZqp7qZ757HRdZLIxKYK8Ct9cGnhiDOc+5lAASgUb25cJVKbNgwPL+m8ELc6bzj/jC4rvrYVEvDDPelpltpGOr3qz6F4wIV5KpOZjnmcbt1MA5iwgJUzebYaOYG8vv8ErLenkxCkyBXNG5ieMH1Kemqi9L8DaS5ncEqfEKIo0fUfEKtCEqIQ9P++H3GmtE/9TqUFjHOa2fN1p2cmiO5wYQAJPgkRGMHKAC1u/jH1q1b0TVqy86dO/nrX/9KcXExiYmJ9OjRg6+//poTTzwxtMz48ePxeDzcdNNNVFVV0bt3bxYvXkxsbGzE9vcVRdOa1jsXrdGQhNbhcGCzSXf9w82mMjdXPf0Rsxz1vY/qNe2105gfhVG24RTprSzb+V/iCFCDDhemqImxC7FAZntSijeyUzFxhW0EfkXPe1Xvk6J48XbsysWlXXjHuTCsDY29FNuNW2rXtnq/tuus3GkdGEqyWhyTyFhTP/7lWhJMrt5oX1oabthaLR2vaMow4dXFkK268KHwoyGDHL+DDMKHKAZ7QI3kb3+9kN4ZMWzymSiorKZDsoU8Q+2uITL1QyjLf/uNU9+eEBoqMcncm0erV7aY5M6HwrfGbLInTiEvI6GNe35kkPPYnpHjdphqNOw64nzSll5PtdVQWsQXNTbWFlZxak4i55gcEpQQhxU5j7WO1+vF6w1/uGWKiZHCREIcSZS9fDj/7LN7/t6//W3vtn0YOmR7QAmxPxVUVlOkt0btfVSoxGNQNDLU+p5LxOFX9GRrbqbVfs62y+5EmamABpWKmUnx5zDdtSjsj8mPwh32IayrS+Mkaxdervkf/7X+xLcDb0FN702s3UgsMGfC3aTXJ079d9ypTPYsDwvo3Bwl+OQHHEosyVpwqJkK1KEnlgCaplGkiw9W/qlZiispk1vL1xDTJNhkQKMaHX70WPGFbbM1QaUyJQ6/ppDZJHAUQOFuS3/+4fkcM+FV+XZiZG1MFo+Ze4eCbj0b5bLyozAhLMfGXLQFv1OybTtX1ef1yPFXMbf6A2I6HENNnQo7tnJn7AC26Wwsb1TR77HqlbvdFyMauQEH27aXHrUBKCGOaI0CTlvLnHT/eDp1mzdyrfkSduitHO8v5z81S6FdLjU33EdebCB6MKpRwGndpmKu/+RxYmpcvGS9hG9MOXT37aCXYy5KvD3YY0aCUEIcMSZPnsyjjz4aNm3ihAk88sgjB6dBQghxmJMA1IGyr568in0iN8lMjr+Kqa5Pw6b7Ufh7fH9u8P5EwF+Opmn8ZkzlMXNv/p+98w6Pqkr/+OfO3OkthfSYEAR0bYi9YqVYEAFBcXVX3XV1Fcuya0EFBAuWlRUFe11/iII0UeqiCLrYsbu0QCKEFFKmJ5k79/7+mJmbaQmEXu7nefLAzNxy7s3k3HO+532/78zgB2T36EngyCPp5xrB2+45FCs+XvQuTDm+iMIU7+JINJJvKbmyh5ra3xj+O1dbupcUUo1TxxjP4lXvB2qa2jpdJj3kRvX1aOs5PBz4BBGow8JaMYcjwvV0kf00ChaucVzG/zUvwtG1G3Nav4OtlfzZ0hdPs5El0nTMafytdChYk8QnSC/YVGPGJCiqSbpNaSFA6vdWj8I9gVU8aD2LxwOJYloGIWYZj2Cr3sFUy0k84f9I/UwBRtr7s8jcgzqdjZe8C9DpdNRXbiavtYnpodncbb+A1z3zsSJRtXYNsk5PsexlTstMftLnYFda015LCCjXZdIzej/jz1mts6HYHGmuWEND44Amjc/f3KY1FMk+FrW+zc9iDsdLNRhQqKwIc9uTs3m1eWmqL1xzAOne68Hn4WnXUCQE/hr0oAPe9s5jgnQW9wc/Q0RB9jXB1t+g7Ih9eeUaGhq7kdGjR6s2IDFMxvacMDU0NA5J9lIK3sGCJkDtDZIGwjGjarVCi2aCvNfppvOzxPMOZjmkpq0941lMkeLjDf+HrL7+EcJ5WQAYmnW8mesiTxwAdicVGxqpFDO4w9k/IXoqmSLZq35eoXMywjqIaZI54l8ECcap430K0uOfIAR93Oi4iC8MxbzheZ+Tpa3UY+Z985F8aShiZmA+usMO55dew7G7ZLYo8LnPyAPdC8gxnQ0mM80T7iKvpZGpoUVMtpyEqR1zdRGFX3RdOFbeliLcNKPnRvvFvO6bjwgICPgFkUylBQVoRUdW1G9JQuAW+wDG+1dQoPjpogR5NPBJVPwR+KflVO4Nfo4APO9bxNpARAyKRwD+5VtKo87CA/5PEYAanZ0/W/oxVVpEqexRq+kBKDo9D9nOYop3EQYUeodrI+9Disj0qOVM7gv+N6041Vuq5t2ffqWoi1MThDU0DiaSfP7utl9AlhxJlbYS5mSprVhCo2DmOe8i8mQPNevWkhfvC7f1N3Q+NzpgpnsWT1pOVfsSARgX/FQ9ZQ1WKpp0nLbXLlJDQ2NPYzKZUtPtNPeSVDRTco1DGU2A6hSaALU3SBoIj3L0ZZJ3afrBrsbeIW7sELNBix9OnN4jD7pEDN1K1HcjhqalWVYKw14meZcmHDIEjHRcxBjvihSD8gm2s6jTWdlU748zSKXNODUDePINqK3ihhYXx1c20lp0GkK4Cq+rlKl+ma7ZNrLFS8Bs4c8vPEbDunUMjgmaH/3CnMA8zF27McxyKW+FIiluk6JRRsnCjITA12IBhbIvbcRTvWChUW8mhB6RME5a+bv1Qp7xLUFEISOaXicBw1xD+UnMZaveweuBhYTzi8lsqELyexjhHMzXxiIq9Bk871uEABwRFZ8U4CnLKdwR/BIDYCGsikwVOicjHIPTpklW62wUyd60kWfpRKbrgt/jR8SVJtXQj8ijX7rJ+GK+JghraBxElIdMXGMdxPTQ7BQBOx4B6BUVsNMtFKxqEOiKlQICiCiMDn6e9jj1mBiaOZz+v7VyWu89cEEaGhoa+zOa+KRxKKMJUJ1Cu1t7gfKQicHWQVTonJTKHma5Z1Ea9f0ZbB3ERmnPucxrpKdcsXGxYxhVWClWfMxyz6JY8VGNhYsdw3invIWN2/zQVB9Jn4yjm6GFOYGIwFMhOPhKn08IMAD3+T6lTrSn2Hu/4F3Ia575dHV1ELZttkJJd87ukcMdF/TkrCML4OgTKSvuwnlH5EaEq4xsaA62CZru2ZwYqmK6ezZ5LY0ENm4gJOiYYDs74dBuEs/bIJi5z3YuFfpkWSaasiZmMrTP0dQLFiAiDj3nW5xiXN4gWKkXLDznXcgL3oWEJJkfq4Ncqh+A22Bnapdyhh+bxdDWNeqxYgjAP6LiU6JbFIxy9FUjBZOFvo5WHpM/UQAfBpztpBq6CHFJy1r1/jWsWwu+9IbwGhoaBw7xPn/xdFQFdILtbHWhIMbiLa0MzRxOPYkREMl9jYtW8mQfWXYtNWe/QApBUz3ldT4+XlPb7vNcQ0NDQ0Njl9Hpdv7nEOTQvOq9THsD4dgkO36wq7F3qKzzMDq4Cp0ucTLShWbGB1YyZtZ3/P7x+dTcP5LQlIcTB612Z8S7yZTJiIyhXJ0xhCGu4VQbM7EVFHCsVKumn91nO4cQAgYUTg9toax12y63vSNB80rrQJ7wfcQL3gUJ+2TQmvA6Vwnyf+65HIEbAwoVOidDXUOp0DkxAD0FLxkuK1e7BlObJBwlHifAu+7ZHCvVUiR7KVD8HCPV8ppvAdkhL2yp4PZj7BwlbaOLklopMEaDkGjaO8m7lGNDNcz2z1WvbahrKJsFO/lKasW8e63nINPm+TTKdgESAgLwOxqR2unqBOBJ/8eaIKyhcZDRXqRqR9U/X/AuiCwUmGSoXM8na2pZU+0lT/al9KHJMpYYLZwwuEsLGvuYqO1Bzf0jueaJD7j+9a/af55raGhoaGjsKpoA1SkOzavey7Q3EJ7kXUph2EvXbFs7e2rsKcpMYY6StqmV7mKIKJwe2kyf1orEqJhtteqEZPInG/liwM3k3fIPpt1xIS/dcBrPjL6S/Een4LlxDKsMxaro9Kj/EwwohBBYZShio7HLLre9I0HTSojTQ1vUcz5uOVWdbinAKPsFbNFFTLezhVYyu3WLCGmuIXxjKGSEawg1pkyyeh6BJJp5xL+crGi1PeKO870+ly2CHYACxZ9wH/OVAMWyVxV0NofNappje+QqAbbo7KoIVip7eCWwmByDjISOOx39qNS7EIXIccJAk2BCIVLNbmTga0LR7kyHQI3OzraoqKUDjGw/NFwThDU0Dh4SIlV1Tq50DiaIPmW7SNGHjLiFgt8omXQb0oTbefql92lcu4b33LPQpxGuYn3qViJ9jYBCcW7mHr4yje0Sb3uQFCWsRblqaGhoaGjsWzQBai+QPBCOn2TPCcyLmB9r7HXaE0VEFF71fqj+vkaYL6J14ih1QvKvpet46uUPkf41hpJ/juS8UruaHlcRULjBOZCbHRcnHPNmx8Xc4BxIRUNgl9MCOhI0AxhYZShSJ1P3BL9QK+l9r89lvukIRjr6IyEg2mwY/jqavEemMO2egbx+/clMu2cgeY9MwTDyAU53tHB6aHNKxIAAHB2u417HeVQL7Zcbjwk6X20L8ashJ2XbMAJf6fPVSWGWHGSrzt4mgnXrRr2kQ0Tmae8SukmNOOVIdEEtVnyCAYFISk21zq5KTHoUpnnnka/4U1L74kn+7U/2LKZEatIEYQ2Ng4H4SFXXEMrFTBqi0ZwB9Hyvz1G98XrITapo/70+DyXgQ0RmhnsWFwTXo6PNJ/B+y9lq3xEGvhILGOs4N3IsvQh2+96/Vo0ENNsDDY39gEM0skPjEEWLgOoUmgn53iA2EF63lhFR0+gRriGq6TF2575u4SHHxhY9IUMOYkhOSOmqx0Q2bSkUoxx9MQoyOr9XnZCMs/VhvH8FIgqSzwO1VVDSHYiIQzlygLH+lQnnG+tfybX6LHp/OJWaTeU7Vw1RCoHPg94TYJZ/LgWyh806B3+3X8gTvmURo93AfIbYB3GUVMercWl4ApClNHOcVMMkT8RIvLpFYMOaGgpLiygTmyk7PLpy72umvLGFH7aF6I8eMY2ME0KPVzAiCfpUJSfKJO9SRriG0KtrDg9Yz+Jtz9xE83cUXrf04j7fpxTjRxB0/HNYLwq6lZIn9qU8qOOaSYtTTIRDwC2ui6nR2ZnpnkWR7OUkuSZtGzrq4CLiFdzkuITxvk8oVnws8UzHzIXEDOc1NDQOUOKqjE6TzFTUurF/+D11G9cz1HoZW/UOLm/+lSf9H6u73Oy4iBXGrhwj1TLDPQsDCne1fA1Euq6/OC7mN72TcFBAREEHnNdayZjASgQgHJbRNdSB3bVPLlkjQnyUcHwBi/go14RiIBoaGrsfzZRc41DiEBWSdhZNgNobJA2EN9X76ZptI0/sq5V930eU5Dj5s+V0/i80L+F9F4n+HZM9i7naNZhhriHqhORR/ydAxHtouGsIo1pcxCy/Y9FuedHV1ljFw1LZw6zA+7RuhLxWd+erIUohQs9OoGndWq61XsYYMpF1YfSKzI3B1VzrHMTM4AdYu3bDUCMz1v9pwu4hBEqiK8Gx13+1XsjqmesoDH8bEcEO7w4CNKxfzzXWQdTprOTo8zgtvCUhcWUbFn7VZ/FCcBn5spfNgh1RUNQ0vGrBiiTo1Qi/PPNJzAx+QF40Le9x6+lM9i3GADznWwxAFVaucg3lFuwUNAfBXcGCLZa0kwgD8LR3CaMcfdEr4cTbhJASsbUNE3YkzES2bQZMRAQoHSAiR1L7FDDIYQhr/iAaGgcFsSqjEBEcut0PtVXcWmPkxXeW8zf/FwmbP+RdzjWuy/lJzOWfllMTKt49az6B5caunHR4Dlf9bzDveOYgojAhsAKI9D1XOS/nyloTw5z12rN9H9JRlPAI1xAtylVDQ0NDY/eiCVCdQrtbe4vYQLiLLbGimTZA3Sd0E/ws8M6kUPGzWbDzF/sAZCKKrAzc5LiIzYKdYsXHYvd0qnU2xtn6JBxjnK0Pqw0FfFvZ2PZmUtpHvK+Ssaw7vzcPoAprQlpAFVZGmC/qOC3A3UD41+/IaXUz3TOXV8zHo1NkChQ/Z0lb+L+bziDvkSm4bridmcEPUtI9DUmijAGFp71LErwxmtavpWndWtU344TQVk4Ib01xTXERRAdYu0b8o652DeZHMZctOgebBTs/GvL4g2MgdUYX5q7d+MRtxNy1G3VGF9c6B7HA3JORjosSjqnTCUiCngnvfYNz/J9R/nU/p8x+khKpianeRQnbhhDU+5dsSJ7OYDiDFv6nz1arX8noaIn+Xwe86F2oimetCFR6Okrc09DQOCCRQoReeIyax8fw3tsLWeKeTiEBQsCXYgHVWCkkwFL328xsmsm9ceITwG3N3zLNPYdSm8BNzatTKot6MXBT82qefWeFZna9j9FsDzQ0NDQ09ipaCl6n0CKgNA4tomlsFQ1+8qIeUHpBQUzygzLKEoa46JpjpFom+FckbDPev4JfxRxOKDml7c0Oot1WbHLzf1P/QRaJ1eByCfKOZy6/bj233bSAiqZW9IqJYkIUyV41HQ0iET7oIwInUigl3fNORz81eku9DXEiDsBmnYOrrZchCXpmSLMSUt5i24+Nph4aUDg1vAVx2F04M3N4UzJTUXseYXMk3Nrol5mz6EVaN8LAmqOonPYjJdJRzGI9M7N+ZFjDsdzn/yzh+vJlPzPds3jKcjJZSjMCcLK0lXnuGWQqLdE2QK3ORmGScXy1zsYd9n684XkfC4kRUQqRTu74cK16nbfZ+zHFt4Qi2Ztynxt0Nr7d4qGkR9pfg4aGxoFKnDH15JZFqq+TAThcasAVrXInAL3Cdap33ovm47mp+Tu1T7JZa8lqrUlI1QbIpJXerVW8Lc0lT/amj2ptDkBtFZ8EnXy3uYkTSjI52+SG3EIwt++np9FJNNsDDY39C51OS8nTOLg5RIWknUUToDQOHaKlmRvWreNay6U8os/ndGkLBbKf5/yRVDCFSFTMs/5I6H4NFkbbzuMl70JEFBRgguUs7gt+hgGFme7ZiOJZ0KSjPGSioiFA12wbZSKUZRjjBCUb3YQqspRgSpSOiEKWEiTwWyUbC7Ijq7NJ6Rv/rZd5NuMKZjfNSIj6qRasDM+4gtu3yZR0I0UAq6rYwuGv/R8GFCp1Tu6yX8DrnvexJgk1ZrmVsf6VPGo9A6OcGAGkRNsYSz2M3aONsp2y+PSWKCVN9dRsKiev1c1b0jw11TBH9lC3eSOz2UiXuBTFyZ7FFCs+imQvk/wfqecQQBWfQsBw1xUAzHTPSriHkiIQEAw0CBaKFB8BRK53DlR9seK5w9GP1YZCRjr6px4HgZGO/pwvW1K+OhoaGgc25SET11gHqZ5y8cTEJAmBG2yX8LJ/AUZkBODm5u+ASJ/Uio5fA3ouT1pEiNGFFpBbIsUrrIOYJpkpi33YHEC69wbweXjaNYTVhgJ6h7Zyuns2gt2J/rHXNBFqd6HZHmho7F/IsiZCaWhoqGhyncahQ9wK+NvuOfSQG9NWeIsnm2ZKwm61BLcErDIVM9w1FAkBweYgNOctau4fyTVPfMD1r3/F7x+fnzYF4zfJRB3pxY16TIxdXtXuvmrLhKQWRl8nXEVcuueZvcrIjqYEXuUaQqXemfaPvgstnB2qYIH7XXKTJlfJ90SI/jStW9v2phRSq/tNX+tnsHUQm3WOlApEV1ouwWkACR13OvrxjaGQ25wDUmzOXzQfn/B6kuVUNuudTPEuRkQhgMjVjkFqmuRLgcU4u0XS/AZkjOALYzF3OvoRSmr9JO9Sjg3VqMdJuG0oTPEu5jBd+smlhsbUqVM56qijOPnkk/d1UzQ6SbwxdXuMtfXhV1MuNTp72n5vm2Bl8upG3IKpvdoLQKLZdaxv3LxmA/g8iMjMdM/iD4HvmeGehYiMEitmobH70GwPNDT2LzTxSeNgRkvB6xRaBNTeIpr6lRglkxrporHnSFkBTzODiEXexBBReDD4mfrZLY6L+Z+YQ2HYi9tgx1lQSuOG8ohvUsxY3LOEPMVL9dq1lH+7juJMK7qAl7e+czPYmIe5dQuZ0XSPGA4kukmNPOFbltaU/IxsgT7uWapXUYxY6lo487SIAJTm+xW/Evzrl6sRZ6cfBESmVJHIqLaUu09I/nYqwL2283BI+fRuqgezhdALj9Gwbl1bdT9ATDIIn2A7C6/eTJ0fipB51ruYv9sv5Cnv0pSO6KZo1EGMu4Nf4BVMZMoRcahBMLPOkM3wjCuYE5hHlx49Mdx8D47mIG+mifz6W5wZ/Kv+RTjlAOnIkgOcUKSlZ2ik59Zbb+XWW2/F4/HgcmmVzg4k2jOmjieWVn1HmrRliKRr5ypBgoouRaCKRzW7dhnVqNvh1kHkuYaokZcx8/J0xSw0NDT2H1paWmhpSUy5NRmNmEymfdQiDQ2N/Y5DVEjaWTQBam8Ql/qlTtDDXtWPwDDyAU2E2gtUNASo01mZYDuLV70L0m4jEJkQ3Oy4mCe8/0nw+RCAB/yf0qCzMMm7lGzZS3Xlb/zZ0pepoUUJnkohBG4zn8dNrz9DTmgzBsKMMBTzjvFILmzdmHBOBbAiqZ5LavpGs56yqKhUXe/lBCUivmwR7Nzu7K+mrmUrQfRzX6BmU0X7369oqtyXmYWsMhRzemhzWsPuWHviU+7S3aNbgt9w68c51CxcSlbXrjRu2pQgwk32LE4xCH/Bu5DhrqEMcwxmpnsWxUleVlt0Dp6ynMxT/o9U/5XnTCdwS8u3CMDD0QnbZsHO8IwruGvwSZyWZ6RZOZPPWvSU+pS21MeMMkJRD5Crkj1ASkqQ1/8MSuSctzv68Yw34gklCAIlWVoKnobGwUZ8hdIqrOTSlg5djwkXrdG06lnU6qwp4hNEBP/4ipxbBRuCQPsVQFtPoiYadRvrG90YE54r8cUszu6Rs4fvwgHO7lrIiztOZZ2HbmYZRVHY2KKnNNelLQ5qJDBx4kTGjx+f8N64sWN58MEH902DNDQ09j80AapTaALU3iAu9UuNkvEuTRvporHnKHUaeLNpLqeE2091UIDVYj4tig5XksmsAgkiU4XOyQjbIDWtI35iYkDhX94lGAljiSaYnR76jbNCv6kr540YcRBKEYJGOfpSp7NieWUidVWbuMY2mDqdldf1+ZwmbaZcn8EPYh7DM65gnn8OGaVdadxUsUPfL1mv537bubzX9F5Kql2M5JX95KiwmBfKc95F5MkeqssV/mztlyLCQUTgGWs7mxe8CzCgMMM9i5sdF6NPio6qFawMcw2lSTBxf+C/ZCnNfKXP52n7aWwWnUz0L1e3vcPZnzqdlT4fvYRQVcHgqMBUIjUxK/A+xrLurL7kVkqv+htlrduYZuxCRUOAbmaZZuVM/htQ6L3wBXyb1jPCOohKMYNhrqGRe9mjJ7iy0t4XDQ2NA5g4Y+przBfxjmcuWUqQOiz8ZMzjRXNv3vHMRbba2djqIEcOJBVuSBww1QpWfu8cxOjgKsLSNhRF4VdDDk+aT2F6cAEUlfLQtz4WWgfxXmhmSt8YI20xC41UdtdCXtxxrrNcypjAp+ijv7+QIYc/Ws9iZvADbXFQQ2X06NGMGjUq4T2T0djO1ho7hOYHpXGwoQlQnUIToPYCyalfCQJGslGpxh6jm7uCsnAVApHJhAcTWVGRSQFqMJFPC2VSI2/55iMQSUibaDmDe4P/Tfljifl8pEvrCCFQrPgS3kuYvGDh8swrOVqq5SXvggSBZ5J3KXfa+5JR8QtmJcRM6T1ud/SnLNyECJws1/Dm0O4UdCslR+xLeVDHNZMW79D364xsHWe757QrPqUjFo20WWenWPYhAD3kJvU61+FgjdglRYSLmXr/JObys5hLL6kWAwqvej9MOUemEiBP9lFlcDDMOYT3/PPIz+9Cgc/LzcFvE7ad5F3KSMcAqGoT3e62X8DrnvlYkdi8dg131X2KQZGZE5hH8eHdKRagYf16VazqFjqSmco6Zmb9yIyT/sDxZTnkmE6KVKPSJhwaGgcfccbUr0pmft16LocrHjaHTfyvLsSdJZmI4ROpEJwcPmUMBhQ26xzcbTufV70fpFTYzFQCjA+spOb3dxEujJiHmzytfPD6aHQhH1dt68bXn2+ht+wjNyl1Ormq6Ez3bETTuYAWAdUuSQt5d9sv4CnvUvIUH1vXriFUWROJXt1e5FK8F2TrHERBUSPYxJDM254OqhhqHJKYTKbUdDulIxc4je2imZJrHGxoAlSn0O7WXqA989MEo1KNPU5VnVv9vwiq+BTDhowCGGgz/9YBtwe/Snu8yZ7FHBuq4T3fXEplD5t1Dq50DqZC50ybvhHPX10XExJ0PNj8XwSgUnDwpVhACIFS2cOz3sW4o5JVkexjlnsWRVFBa5tioriLUzVVrfCEdvj7VZphpIsQue6tWGlGn7Z9MnCn9QJiQ4NtGBEQUqKjDCiUhN0cIW1LEeFipt59WjdxtFSX1jOlFgsSAgZghnsWF7SU87r3A7IkP5ba35gVeF81MB/qGkqFzkmp7OHl4FL+bO6rvn7XMwdrNNJMEARKwm6mu2eT19JI0/q1uNetjUxc3LM5tXUzH7hnkB3yIm1cz7//8xP3vLSMmsfHEHrh8STzdw0NjYOGOGPqc44tofi4Yzitdw9uO78Hpy56nprn/sm1r33Jj2SyRecAReG24FcYoj2hDIy19iEU7bNOD23hiiKZkiwLkiMDs6cend+LiMJ0zxyuDv7ADPd7KYsXdVhYbiyLFrPQIdidEfFbo13KQyYGWwcl9PnFio/Ngp2htsu56vlP2yngQbtFMooVX4KvYr4SoFj2UqFzMtg6iI2SeS9fpYbGIYQmPmloHLJoAtReoD3z00nepRSGvXTNtrWzp8bu5NV6Fz/oclKkIQWoxI49WjPNRZi3xSPV1DMnIXUCUSNYudI5mAB6ihUfz7s/ZL3iYKtgQy+HuTG4mr/bL0Tq0KIWnvEuwSKHEA/rSp3RxR2OfuTJfgwohBCo0juQ0ohD1YKV4RlX8N9tbQ/u7X2/RJ0ATfWRQbgrC/3vjqfO6GJo5nCucQ5KaasC3G89h7nWo/iD/TIkIuHmd9nOT6kqF0JgvO1sXg4uSRCKNgt2AIpkL69G0++S73sIuMl1CcNcQ6MTukh0lHoc62UYy7pTY8pkhGsI3xgKudY5iDqji5a8w9Soq4T7o7NRJHvVynubBTtXWi6B1hY1hTJerMpX/PyutY4ZTe+R19LItrVrqKysabtfGhoaBydxosRn32+kPhoV83+eebxiPh5FUShWfJTi52uxAAkBHTAhsELtpz8XC/G8+zr1o2/mmic+YPiCWkba+0UXMiI+erFYnGrBxtWOQVRhpYAAM31zueeacxDHPoP+sdfAbN2HN2P/p72FPFFQKJC96oJDw7q14PO0bRBNuYtVqh09+8fIfklp4PFoi4MaGhoaGp1Cq4LXKbQUvL1AvPlphc6pevSoRqViX0ATofY0TXUNZCvBtOW1S4lEF8VEp99L/0vZv14wMzhjOAqKGguUTZBqQuQoAUQUXKHfOCZch4hCAD0+jGq6mwSE0WFCpkj28rZnLjfJ/XhV2cAL2eu5WriUN73zKZa9nCJtBSCMgD5euhEi59W3NkPlej4JOlm7roJZ/rkUyB4qBQfVeju9pWpKZQ/T3bO543kvRzb/p80bacTfKWvdxr3rvPR6d2KKB5VAZJJVq7czNrASEWiWdTzp/yglssuAwjjfCvSHlVBTIzAimuJ2tWtwis9UavQUPO1dwhUZV3Cz4+KE1LxRjr5UihmsvuRWzi00MU0yU1HrpveHU2ndCNd6e5EjBHjGuyTxoElh8aKgUCx7cdGSVhLUo/Bv33wgam5uuxye/1QrEKChcTCTxk+ot/kCZrTMoiQqUkM0jdkR8eAb2LyGSf5l6iFudlzERp2LpevfQY/C7KaZ3OHox9O+pSl9TRhYJ2bxlbGIKzKHMycwj9wePSk6tqvWv+wg7S20xBvDp7U1SOPBma5IRjxqFUNtcVBDQ0NDY0c4RIWknUUToPYGceanI5IrcvXoGfEs0NjjHF3gxKxIHW7TUdySU2kmT/Zx9mlH07DUQpHsxYLMSVK1uo0fAy65GYAGzJSLWTikrRgI840uj+PkOiCSyrFVsDHVt5hs2Ufzxp950NCQsiqrTxJ88mU/MxtnkvPuLKSgn6ddQ/hJzKWXbCGfJmxKK/lxkVS1gpW3PfPSeiOdU9qVn3QOimRvgggVW72PCUIVOifX2gfxiH85ebIvQYQKIVApZlB8w2jK7ALTJDNfrquh8N8TyaI5oe3JZuYhBCr1LixyiPH+FQnbxiYApbkuyLBRBpSJzdRsKiev1c3boUTvjmrBioJAgZK4Yp0v+5noX84/Ladyb/DzFDP1+NdmJMqkRh71f6wVCNDQOJhppzBIssD+qO3MiDgV2srj/o8SPhvvW8F99vPUPfIVf0JVz3j0QPdQPaP7FHLeqb+LLDppVdY6RbqFvKmehQlCUnzkUlmXiHjUngcn7EAVQ21xUENj76D5QWkc6GgCVKfQ7tbeIGZ++sgUpt0zkNevP5lp9wwk75EpWoTFXuQEXQPZSaJIMunS8942HqV6fsx0z+ZIW5hhrqFU61IHpjk0YyFMCLjNdRF/cg3kaucgmkQ7udkOGgQLEPnDOzlcTZEcibxqwEh3qSHtqqwE/MlxiZrWlk0zuqAPEZkZ7lkMa/6Z3tJWNV3wfvs5qg/VyeHqVG+kplnktTTSWr6ek8I1iChs1dm40jmYLTpHigg3ytGXoM5AD8GLASXBj8mAwhE6H2XmiHCmKAploXpOD21BjIpgEy2nqWKPAvyk76Km3JVJjbzrmU2x7CWAqHpoxSYAZWLb7yveAyTeu2OzYOdG56XIQqQ7ix0nPg1wdJL4BKliYxelmWneeWoKoOYBoqFxcJLsJxRL2U1OMZ7iXcSw4E/McM9SRf2/2C8igEix4uNR38fc6LiY8HZSrgFyCNLvMLPq3ac99ztJbCEvmpK9VecgLCSmqaezNWgvda9aZ+NK1xB+FHPZonOwWbDzoyGPq52XU2PK1BYHNTT2Jpr4pHGgo6XgdYpD86r3BXHmp+cdkasNQvcBzqOOJYSQVmQKkRoRQ/T1Va2/cK/tPNUs1u+MVirqoApKLL3sOKmGp31L6SJ5MTXVcZPzYqqFRK+PasHKTa42ASWZbYKNHwx5DM+4gjqjC3fZ0VzlHKyKODGfEQW4xTGAzw2HMdVyUsIxwght3kiKFwXYIpsJRy8hR/bzD/8q9HKqL8Yk71IscghL2eEJfkzXOy6l3uBAKTyMdZMfZ+t9tzJu4pvcOL+Cb8U8NZIqJv4owHf6XJxKqzqZ26qz45IjpugNgplyMVP1eTJ37cbyqhY2bvNDUz2VdZ60E4k7nP35n9gFqaiMOqOLARkj+MJYzNWuwdRiafd3RLRNr5h6pXwnNA8QDY2Dl/ZEiZjAfpPjIrV/fdL/sdpfDXcNZbWxgEZdpF/JUpqxKFKKw11yfyIh0CBY2CBogsZOE7eQ985fz2KWfy5Fsjeh+Ee6hYv2UvckRUAS9DReexfhe/+FPPppDCPH8Oa9l2uLgxoaGhoanUMToDqFloKncXAhhcDnoTxkoqIhQNdsW2QwanfSza6jWdAjKBKbsVElOjlBqo5G6kTU2HQ14RTg/IHnI/YcArmFnLKlnhlN73XoIRGrZpfgTWG/PPKhICTOUAQBt2DiF7ELeklOqMqzDTM/GnLp07uMy0/qSo7pJKb+HODrT35jnK0Pj/o/aTsM8IBvJbfqvqZXuDahPcmpfAJwtFzHGOu5PBxYjkgkIivGFp2d2x39Va+ymcEPcF3/NC5RZJpkpnJrPae/che6kI+b64oYE/iMAtnDv1vn04QJr2BMEfP+bjuf+eYjyZEDTHdH0iFi59ws2BmecQV3DT6J/itfQdqkMLDmKCr/vZrCsJd5/jn07no43UJHMtmzOOG4kz2Ludo1GPmm+8gxh3lzO2mAG3FQhhcheh/+3PJ9yu9P8wDR0Dh4aU+UUICHbWex3NiVJy2ncV9wlfrZPbbz+EnM5fdndmPYyqHMcM+iWPbynG8xyST3fQ2YuMp5Oeds9KIz13G2yR2peqcZj3eO6EJeiT1EqOcR1Kxby/Dt2Bps14Pzd33VNOsSdS+t39fQ0NDQ0NhTaAKUxsFDGmPZwrC3zVB6xI2q+CPodDxlPY2nvUsoUPwI6KnDRD6polK1YOPYbvlQUgxAaYaXZqEFlFQPiWb01OssampdjFGOvoQEHXObZiYITBDZd7pnLrfa+zHFmziZyaCFF829+fr7WlZ9u4E5gXlcUVTKx63dUnyTFKBU8VIa9qqvnzKfwqjmL9OGOhqAxwLLU69XZ2OY64rUQX1GFoiGiB9TYCtStNz4875FTLKcwt3BLxCATFrIVFrUCIIYdwS/5nNjiRp5EO/FMc7ehyq9A29tLab1P+KSQ0yX5nC7oz/PeJeQI3tpXvs9C4UfMCkSmwU7dzj7M9mzmGLFxxLPO5jFCyEjL9o+GUlNA4RmDGqVw8Pw8bDldB4IrkqYKIaB2+z9uSewSvMA0dA4iOlmaGGOf64qSkywncUL3gUYgOe8C1ir78JR4W0J+zzu/5jBrevYmjOaN/QO7nD0S+jDwsATltNUrzkFGGc+k7HNn5FLM9Pcs7jsUzPffbKK092zEOxO9I+9rolQHdHBgpJh5APk+TxMk8xsqvfTNduW3lvL7iSre3fq1q1lhG0wVXoH1zsu5T3/PCgs4dkvazi+TNZEQQ0NDQ2NnecQjWTaWbS7pXHwEG8s657NiaGqhNLMFT6Ffs6r2Bw13n7XM4cCxc9mnYNLXFfyozGPbUJiyla1zsYvhlzKm+P+VFxZ6H93PHVGV4KHxFbBxqeGw7jD3i/FS2SSdynFkptsJVIVbrNgZ6hrKJuj4ka2HOSl4FKKFR+bdQ5uskdSQEQUpnvmcEFLuXot4m8beMczR00Luc92DiG1Ll8bAvCPdsSnjpCUyJEeG3Jsu15lnwSdDHMNUUWme6LiUzzJflGlsofZ/nkcE6pJiTx4wbuQ3qGtvPBZJU2KEYAi2ccs9yyK5Iig1oCx7dqE2L9xZ437b7ngwi0Yo2mA4Ij+RhTAI5j4RcxFTmqxAmyNim6aB4iGxkGM2UK2ESR03OnoxwpjV37R56r9xdHhbWp/sU6XofZzp4e2cIbVT4nUlBKJCdComBJeuwWjGlWbTwuDg78w0z0LEQWdzw2b1kJTPeV1Pj5eU6umGyOF9vANOACILijV3D+Sa574gOtf/4rfPz6fmvtHEprycGSbHbU1iEuXt8qtzPTMJlPyU1FZwzPL1jPphXlIE24nfO8N0Nx+ZLOGhsZeQpvMaxxoaCl4neLQvGqNg5L2jGVjhtKr6hUqxQzucPRL2G+K5UTKDdnMMh6hCkQxJEXgIetZ6A2GtomBaMBw21hyHn2ON++9HMPIMYTv/Reh0ZOxXn87U1oiniGVSeLLC83L0Pc8mjqji+EZV/CDmMdGQxYSAl/r8/iBLLboHKAoXNH6P0bE+Ty96v1QvZZh1oHINicSOoa7hvK25ThucVyU4jsSTzrfq4TrROAmx0WqwfecwDyu6mmjzC6Ap5FPNjQyedlaVq6rg8r1/FRezWpDAeNsfdo9ZwiBOx39+MZQqIo62WVdea15qXotf3JcrF7jDPcsjgvVIKUx9K3FzBWZV/J7x2VICAni1Gadg37Oq9io2NXtt9Y24sOQVpRrUQTe8r6fkpYoAjPds3h2UHfNA0RD42CmOUhDSEBE5mnvEs5v2cix4dq0/UUPuQkDChICq8RCZJOZJe7pFCs+qrEQq6uqB55o/iThGJeEyhOOdV/wc7XiqATUv/N6+wLLoS5CpVtQihbQqF+7ls++37hjgp3PQ8OGDeS0upnuns2AlnVkKc0IRNLObwisZoZ7FiIyis8DtVV77RI1NDTaQTMl1zjQ2IsC1NSpU+natStms5lTTz2VL7/8st1tX375Zc4++2wyMzPJzMzkwgsvTNn+uuuuQxCEhJ8BAwZ0ul2dQROgNA4a2jOWjRlKKxBZufYuSfh8on859/hW8rxvUUqltmLFx1vuuTz1/Fzq7rsF978eZPkvVWxsagWgLMPIuUcVUtKtmJJuxZxxQg+yo5V6roqadasRNT2PwHDbOHIefY5p9wzkjeFH0lOIpLGVKF5etvRGURSKFR9HKw1UiBnc7Lg45VrKDdms+vOTiGOfYdTNg7j/rFwmtPwXAaiMM9CNZ3sV4EQUxvhWcqtjQFv0jygi3XsD0oTbefql9/nX0nXqSvENCx7m9JbKtGmAo23nUiE4MKDwfHAZ04b1YNrfB5B3z0P8dtUo5MJSqk2Z3OoYwApjV4a7hiYIbcWKL0WEyqKFY6UanvL9R53AxbjD0Y9KMSPBMFyyZ3Cns3/KfQghMMHWR313K1audA6mJmpWLgA5XTLQ0NA4eCkPmbg8brHiRd/C7Q6GmjDRIoh8/PMWDEq0WIOg4wHbuWkFfgHoJ1Woz5R4JOAmxyUEq6vbjdjF59kNV3rgknZBSfESQuCvlgv4/cx1OyTYJR9nkv8j9XciAKODq9Ro4mGuIaxsce3Ny9Q4AGhpacHj8ST8tLS07OtmaWho7E/sJQHq3XffZdSoUYwbN45vv/2WXr160b9/f2pra9Nuv3z5ckaMGMHHH3/MqlWrOOyww+jXrx9btmxJ2G7AgAFs3bpV/Zk+ffpO34odQROgNA58pBA01aODtMaysdLMZ2aGWeJ5h2LZyxadg3ujEwcB+Gvzd+qg9BHLGTiildoUwKm08LZnHjmtbrxr13DXG5+2P/CNq9Qz7Z6BvH79yYlpbGarmjZQUJjDWiWSHFYie3jXM4dixUcIgQ04scghxvpXpr2WkoJsKOnO2T1yuHHA8XTpeQQ1UVHnPv9n6oD6K30+wbTW6hG/qqsdg9gqRNIAu9DCczef19bWhjrweRCRmeGexdXBH9SVYkPQw1ve96PngV/02eq9nOD/hAcc50Yinnr25Myjiyl+ZxI1j4/hmmeWcbbnDG409+WV4FIWGFfwk5ibIrQli0wiCi96F1Iqe1LEKbX0tsuoprOsXVfB094lCR5UEK3KF/gv9cVHUG9wcGXGUP7c/B2STqQGM8vFEq555QstCkFD40Ah2v93Jo2tvcWKjuhCM0eHapm+ahN1mAHIV/w85l+eJmazYwQEGnUWhjsGtxuxu1Eyd/KoBxcdVSp82rtkhwW79o7zovn4hNfjbH1YbSjg28rG3XodGgc+EydOxOVyJfxMnDhxXzdLQ0Njf2IvCVCTJk3ixhtv5Prrr+eoo47ihRdewGq18tprr6Xdftq0adxyyy0cf/zxHHnkkbzyyivIssyyZcsStjOZTOTn56s/mZmZO30rdgTNhFzjwCbOePyf5r5M9y6iVPYQQmC1mE++7I8zlD5erYmmKArrxGyaMJJJq3o4Abi25ScetZ3JFO8iDCiJnwsCJWE3k7xLyZM91KxbS57Po1bRAdRKPWUQ8aUA0hlZb62qoyTsTiuSlEmNzPQnVe7xLFF9lDZUnAAUpRiyPtOsx/TqWqqrKvizuS8NOgszm2ZRpPgIIPJnxyW84v0QKxLbMLPOkM3QjGHM888ho0dPSsqK1bSzT4JOnnYNYYZ7FgYUteJeCIE/OAbxmvQRBH0Mdw3hJzGXs1sreMm7EMliZ8KoK8mzXxXxUIpPpQjNVqsQ5cseqIcjLNtShDaAaqxUii5OkLYmdFQiCgFErncO5Anfssjv1z+XrP/7npqNm7jGOog6nZVeOhslsidhchhCoFLMoPjPD1BmF/i/hiCGf86nIJrK95L1BN7yzGv/d6uhobH/sL3CE+2k0ZZmWdNGw26PHIKUSG5cdBz9sL2IUz0KM92zuDTjSibYzuZV74fqZ7GI3U31/rjnx6FHe5UK01aYtQ5immSmrBPHuan5u4TX4/0r+FXM4YSSU3bnZWgcBIwePZpRo0YlvGcyGtvZWkNDQ6NztLS0pERVmkwmTKZEX8nW1la++eYbRo8erb6n0+m48MILWbVqFTtCIBAgFAqRlZWV8P7y5cvJzc0lMzOT888/n4cffpjs7D03/9EioDQObOLEjSmehdTobGo6V57s55a4lLJyc17EhFywU6xEPITixSWIVpKTPbzoXZgiDFXrbBTJ3t22Ui3ZM7jTkWpYHkLgb45+tBR0pc7o4lrnIH4Q8/hN70JCYJ1i57oZ/+P3j8+n7r5bCD0zIbJjRjZl+Rnk3/MQ+Y9M4dnRV/Lo9edg73kEdUYXAzJG8F9TCQMyRlBndOE44kievO4spt0zkJxHn8Nw29iEydp3m5vS+jyNs/VhlekwXrv4ATUNcGS/I7n+lqsQxz6D5ck3KCvuohrCduTNdaOlL68El6ivr3QOJhCN2JJROCzsSauSuzFSLma2pTeWldG4cZOaztKndRO9pa0I0fv5J8clVOicGFDoKXgj3lYZ2UiODIbaLo94X0WN6bUoBA2NA4TtFJ5oLyqmm86fEA07ynZ+hx56EKlyJ6Lwkm8hFtL7k0ikptvFUIgUn4h9rkfhxObNvOhdkLDds95FHB6qp2v2oSs+QaRS4dzAPLU/jvkpJj+X4wW7BKKRcXpPI7N9kX59s87BXdbz1GhdBZhoOV0dM8x0z45Uw9PQiMNkMuF0OhN+kieGGhoahzi7EAG1o1GW27ZtIxwOk5eXl/B+Xl4e1dXVO9TMe+65h8LCQi688EL1vQEDBvDvf/+bZcuW8fjjj/PJJ59w0UUXEQ6Hd+2edIAWAaVxQFMeMnGNdRDTQ7MplT2USpGKaRU6JyNcQ3jiT+eQZ+1DuSGb+b/UUSlmMM5+TsKKs4TAWFsfxvtXpAxuE1DaH/juzEq16GtqN03sn77/cDt9eZkK5uf9wi9nXUnv16oRUegmNXKcVMNkz2JyFB/N/1uNoakBuiR2SIqioOhFGq69i7LWbbxp7MImdytds23kiAPA7uRcVXBKbf/xxRn0Dm1N8XmKrRTnZR0FhCmyi0jFGRRnWkHUpUQcxKdAxJctH+XoywZ9Ji69rFajWm0o4I/OQUz3zCHTrKexlbQzOlmn5/6Lj6TXMYeTJ/alPKjjmkmL1e/Bq9FJXQiB4a6hrDYU8KuYo0ZGxKrbVTQEaBJMTLaezCRfWzjqZOvJNAmmQz4KQUNjfya5/0+Oinm8TuZs6iN/7/H9UlyfoigKwR0YCu3Iap2eiAglkhj1pEBkqUMQEJTI6xDwcPOnCMSKQFzMI/7lFMp+lrinow+fT7p++ZDBbCHLoCC1tD0bHradxUveBQn3dpJ3KSNcQxIFu7jIuBtN/Zgf8kUqHMohBrSW48GIk1ZaEXjHfDRfGouY6Z6NYHdCbuHevlINDQ0NjQOdXahmlzbKcg+I3I899hjvvPMOy5cvx2xuW2C/6qqr1P8fe+yxHHfccRx++OEsX76cCy64YLe3AzQBSuMApyNxo05npfusydRUVajpGb1DW3khacW5HhPLjWU8gI7H/B+npGyNdAxgjG8lxYovYb+0A99OUFCYQ6XeRaHsTRChFKBJMPOMbyk5soeaTeUcdoGMEhXAiqLRW+r2skJlY4CSLnSYklLcoydlakrK9tt8jsXDme7ZiFGfp3W6LH4nN0Qr1r3HD6+vRJJq2SIW8RfXZeTIgbSpL+2lu0z2LuE2ez88YR150WpUoxx9+WfUaHybpGed3oUOhXy5bXW7WmfjF7ELGbldouKQjYqa2rTfg5sdF7HaUMDf+vbgsl5F5Il9VfGJpnrE1mZWNLxJtpqcGeEp3zLu4zO8trO3/4vU0NDYJ7TX/z9qO5MqvYN7XlqWtk8qV2xc57yKt90R373n/e2n4slExKQd8XlqQaAFA86kyFqByGCrQTBThBcBiE/g0aFQFPaSHe3nBBQIJD5vDjmag9S3oj4bJtjO4jnvQjWq9WbHxYz1r4xLse+L+lyLi4x7o2U+esIIQB7NiFI1NloRiIiKd52aRWmvcxBN50bEJ7N1X12xhoaGhsaByi4IUOnS7dLRpUsX9Ho9NTU1Ce/X1NSQn5/f4b7//Oc/eeyxx/jPf/7Dcccd1+G23bp1o0uXLqxfv36PCVCHdArexo0bOe+88zjqqKM49thj8fv9299JY7+iPX+HSd6lHCltg6oKNT3jgpYNqp9RCKiNGsnm0czcxnd5JGomGwJWi3lqWP4Y30r0QkT8CSBypbPNOHZOYF7Eh2kn6GaR6YkHAwoVOie32PsTIjJZ6RWupUT2sFmwM8xyKYurJOoFS9rj1AsWvtkSifzaoZSUjkx74z77xG1EtjmQEBhp60/XqJ+SAvgx0kuqRUThTGkz57dubDf1JTndZahrKFt0DoplL9N973Oz5YK06XlDHIMZYzsHSUmc+kmKwEPWsyjNsqptrXY3Uxj2pohcY/2fUhj2ctnRuZSJzZSHTCxfW4f7Xw9Sd98tzH75HbJpVq9ro86ppmdk00yZu2KnfrcaGhp7nvb6/yneRfRvWd9un1TREKBSzOAOZ//tnkPHjolPElBOBs6ouJGMHjguXJf2Mx0wIbACA5Hnz5XOIayUDm3vufKQicHR9OhYVGusuMZw11CWmbq1pWDHRbXG9h1muZTNOgeFBBJWWrNpQaQtOra017Gc3SMHSrpr4pOGhoaGxs6xF0zIjUYjJ554YoKBeMxQ/PTTT293vyeeeIKHHnqIRYsWcdJJJ233PJs3b6a+vp6CgoIdbltnOaQjoK677joefvhhzj77bBoaGrSc7gOQboaWyOpnVLS4234BT3mXRnycAku42XoBz4UWJaRlScAI5xCq9E5mumdRJHvJJQi0DUp/EnM5UtrGy8GliIWHYTWK1G3awFDrZVSKGYxwDUlJ50qLFAKfh/KQiYqGAF1dRspat1FuyOa3bX5ON4IUErjHdj5/avkej2AmW2kTtERBYUzgUxZ7j+AD5wBmut9L+KOVgNucA7hAjohT20tJmdasp/iNdkx7D+8OAjSsX69+1lM/gHfED7jXvonGoBmr7EMAMuJW+HXAi96FieeJN4RNSndJ/rdaZ08bwRYSdMzyz6VA8bUZsUd/tzMD88n69/fUb9rENbYhhAQdc93vUST7CCJyXZxB+Vz/XDLjDMpDgo65TWspkr080voJ/9Nnc2S4HgEokz1qk78SC2jVF3LW9r6EGhoa+4Tk/j++eESsT9os2BluHcTta/2c2s1MmdhMqdOQVrjqiJgw3R4i0AU/MrRTd3THjjvOdg5fGYv4trIxIozsSZoDUFvFJ0En321u4oSSzIgH0n4QCdRedFu7Ua1xKZaVdR7GBD5FVNr3r4iverfH77OGhoaGxsHNLkRAdYZRo0bxxz/+kZNOOolTTjmFp59+Gr/fz/XXXw/AH/7wB4qKilQPqccff5yxY8fy9ttv07VrV9Urym63Y7fb8fl8jB8/nqFDh5Kfn8+GDRu4++676d69O/37b3+Rbmc5ZAWon3/+GYPBwNlnR1Jskt3gNQ4Q7E6yDu9O3fq1XGu9jLH+SLTSVsXKr4qLu3yfkysnRrbpgbv9/+X3GUOYYjmRif7l6mfJg9t8cVCbwOTz8KZkZlO9n67ZtpR0rhSRSXBh/fdTUFXB7ea+lOszedG7gMNCW9hiKGK0/XxmBsMUofCadz5+wZggPgHky37C0ja+89Vyp2dRyh+sCDzrWcRXukjlno5SEqv0Dqq21GJNU5EuT/ZQt34tAHmtbqaHZnO3/QJe98zHikSgdgs3OS/mdc98cpSgetwGTGTFVYSaYDuLOp01wTspOd0l1q7Ngp2rXYMRENJGsF3rHIS17HBqNpUzIiqIXescxKzA+1iKCtGt/ZFsFOaGZvB32wXky5GUFSMSW3U27nT0Y6Z7FtmiTP3GjeS1NKnXHBPArIT5Xbg+5Wv1qulYJtnOoN/31RR1carVBtNV1NLQ0NhH2J1k9ehJzbq1ah8xkgGq+AQRER/g3tk/qmL7YV27Mjewidy4hYs3PHOxdOABmE58UoB/mk7mby1fIQI5tPKNkMuRSj122sSPMO2LUsnHjXnsnVh0QuJzJdvWfj+UvNDR0bYxmgNI914PPg9PR33yTm7dwume2chWJ6tu/CclDiNlNb8yUy7ls0o3Zx7ehWGWWijtDnZXu/dqd9BedNt43wp+FXPJcyQViIi7B4212zg5VEe+Emj3+FrVOw0NDQ2NA40rr7ySuro6xo4dS3V1NccffzyLFi1SjckrKyvRxYlhzz//PK2trVxxxRUJxxk3bhwPPvgger2eH374gTfffJOmpiYKCwvp168fDz300B4NzNlvBagVK1bw5JNP8s0337B161bmzJnD5ZdfnrDN1KlTefLJJ6murqZXr148++yznHLKjg0m1q1bh91uZ+DAgWzZsoUrrriC++67bw9cicYeJzqCz5YDnBHajBUJCYEuYT/HKttS8kwF4ORwNaN8q7i5ZXXCZ2P9n/KrmMtlvYpUfyGVjGzKIM6U2pbiuVSns/KaZz6HhbZQK+ZTKPsokT3MaZnJT/ocjgnXIaJwWmgzv5O2qb7mVsJY44SdeHRymE/+t5Xb2vk8WwlyYpED6DglcYRrCGFHJoPbi5CyDUZUwrwdilQMetczp+2eCVAke8lMakNmUjnyF7wL+dxQTLGrrXJefLpLvCh2h7M/QZ2Bed7ZFMoeKnVO/hYf5RT8ANf1T+MSRaZJZipq3fT+cCqtG+HOuq68yC/ogVwlwFu++W33CzhJ2srfA18iotAcDHCTcxBPh5YmXHO1YG13gvKnlh85Saph2LdX8OXXa7Zb1l1DQ2MvkSy2XHEbZe4K/ubN5F+zvuQ+/2cJm+fLfma6Z3G7o58qttdsVMgq60rdRpkRtsFEpCQdECYYTb3ekcFRGLix9QdVXAoDLqEVW1LkjR5oRscmXQZHyA0popMMPGI+g3ub/xutxvYe7nd+pL52KzdaLmWDIbstUrVHTww33wPNQcpDJirrPPT+YArSpvVcZx1EpZhBYdjLPP8cMnr0TKluqvJbOXqfGwGY6Z7FeOtZjA+sRAcoAQ8vv/I+r/kXoCDTU9eF+zKH4/98JVd4F6DoRXRPTdujIlS66ObXPfMpVnzMaHqPwe/pMChy2ujdkKBjfsztPYlGjDgIqVXvRNO5gBYBpaFxwKHTgZy+IqmGxl5nL0VAAYwcOZKRI0em/Wz58uUJrzdt2tThsSwWC4sXL95NLdtx9lsPKL/fT69evZg6dWraz999911GjRrFuHHj+Pbbb+nVqxf9+/entrZW3eb444/nmGOOSfmpqqpCkiRWrlzJc889x6pVq1i6dClLl7Yfjt/S0oLH40n40dgP8HloWL+enFY3z3oWoYuWxxZR6JVGfIohAH9tWa16//yiz6ZScFAqe5jtn0dVxZZEb6QOzt8Y57nUp3UTp4U2IyJzorSVZy0nqV5SvcO1qoeFAYVXvR9SrPioFjpOdXDRSonkwRhdUQ8Bf3JcwmbBHrkWQaAkM3KM2KA9oXR13HWtWbuJKr2DCUnm2jHT9jGBT9WIgRgKUCT7eNG7MGVSlq6U9emhLZS1blO3aU8Um+xZjEUOsQEHEjoq9C5+EPMSfT0ysiLCXxcb5xaaaN5UTk6rm3GBTxljOzdtvIIATPIto0iO+GJtw8xmvYtRjr5JGyZOAxVglqGnmhLTK1zL74M/7FBZd41Dg6lTp3LUUUdx8skn7+umHJpEBf+a+0dyzRMf8JfXPmfzI6OR/jWGw954mHfcEWE9hMCXYgFbon1kkexN8JcbZh1IIM5bTlTCav8qoCBHbMATSPdaBDKUFrUfnGvoQXe5SX39XrQ/ATAh0yON+BQ71i0t36KLnjeMgLS5kuxWD0vc0zmzpbKtH1rzv4R7cN/rn2Bc+z3ZrR4WN73Nqa2bmemeRU6rG/nX76CmCirX88maWiYvW8vKdXVQuZ5vfmtCil0/Cg9FxacYZ4Q3Y0BGAI6TtzHe+5FagU4IS1CxvjO/uc4Ti24zZTLCNYRyMZNGXSTVPEtpppvUqN6TpvVraVq3Vn0Od5Maccqp3owNGPnGUMhVzsFI6LSqdxoaBzKa+KSxP7EXPKAOJgRFUdqPOd9PEAQhJQLq1FNP5eSTT2bKlClAxITrsMMO47bbbuPee+/d7jFXrVrFgw8+qKp+Tz75JAB33XVX2u0ffPBBxo8fn/K+2+3G6ezAA0hj9xO3Av7FxgaenflfZrhnURwVHHaGCsFBtd7OiVI1qwzF3OAcSI4caFtF/utodcU5PsWh3Cuz5dH7OC20OaWSXXt+IffZzuFR/yfq62qdLaHKW8KlIiDGHTcEDHddwWpDQdsqd/eeGG6PrnJLIUJTHqZh3VoGx0VknR7awipDETc4B3KMVKuasavXr3My0jGAF7wLVeGmI6qxkEELZhIHACGESATUuCcpy8+IvNlUT839I8lraWSzYEcU2qraVQtWJHQRIc6YyYY/jaewtCht+kh5nY9rnviA6dFJZjqSU12qBStDMoYDpN1vCzZshHAlGQcn//4qdE5GuIYw7Z6BcRFwBz4ejweXy6X1Y51Eu2/7iLi+pELnZILtLF7wLlQLS/wk5nGMVKsWdrjVMYBXPB8kRDoOdQ2lUu/ifd9sClqb4o6zgN0V25jcfyhAI3oyo9XY0m0vI6CP9sktgIHUFUIJ+EZfQJEQoFhyUyNYecxyGk8FPkq72BJEQG+xowv6GeYawmpDAb1DW5npno3fYOVm8wW85Z3XqVB4BfiL42L6/X4ww046rBN77gTRZ/1Gyczn5fVpn/WxvhlS+/jk34OEwOdiEdXX388VBeHd73W1M6mQ+xCtH9sF9v+pk4aGRmcQ2pu17SCrV29/m/bo3XvXzn0Ast+m4HVEa2sr33zzDaNHj1bf0+l0XHjhhaxatWqHjnHyySdTW1tLY2MjLpeLFStWcNNNN7W7/ejRoxk1apT62uPxcNhhe3jwpZFKUspbld5BIXRoNppuMpD8eqrlRMYHP0VEoVu4keOkGp7xLiFH9tL8y2p4dgINmypSjLvtuYWUht0JYg50bFY73r8i4XW+7GerYEMQSBRmBH2KqHaz4+IEj6qcZANW0YBh5APk+TxMk8xUVWzh8NemIyJTGnbTp3VT3IQtsZT1q4HFhJXtryiFgL+6LqFesDC7aSZdaFtpvtlxMSuMpbzkbqUsVhE0zqdluHUQgGr+HpsYRlIABzGtNE3qY5T2/K3iSfZZ0aGQLQd4wb+YItnDZp2Du23n84r3Q6xIKILAYOdQLmtZz9+av1L3m23oztBQ2wr/a6ZjaRJMvP/9lkh65n48qdDQOFhJLrIQKyyhRplKkdLE8aKEJOgTwpdi6chDbZczXZqdUqBidwyKkvt/NwbW6bM5MVyTsKAQv70+7v32XBdEoFe4mhGuIbzoWUieEuBfgY/abYcbM12CPkQUZrhnMc7Wh/H+FYgoWEN+8kw+BDVeK0KqaJN4T140H89S0+HYNmzb8wKUaFBT3zfV+6nSO7jD0S+tv2Hs//GfRaraCup1G1A4TapCzG0BZw7lXpmKitodF4o6KCpS2RiMpoiv57posZKEtEktfVtDQ0Pj4OUQjWTaWQ7Iu7Vt2zbC4bBquBUjLy9PdXffHqIo8uijj9KnTx+OO+44evTowaWXXtru9iaTCafTmfCjsQ/weWiIS3k7MVTFjKb3OjQbTZ4MpHv9SGA5nuj6d5EcMcqORQI1KEYaN25MOGcs9D9cs4VxtrMJkZrOFU8Igbts56kTpRACf7FfpBaIDiuwRp/NFp2DzYKdHw153Gnvm3Lcsf5PKQx72zyqMrJTB7WxQXsXGwUlhQyxDqJC56RkO6Ws5aJSfhZztpsSaAAme5fgVFpo1iWee6x/JTlyZOU3vj2GkQ+Q98gUbh92BlV6B7c7+iXsN8F2FlV6B+9/337qY3upfAow1XxC2nS8XCXIy+4PWC+42KJzgKJwfcsPXOoaTp3RhaFrNx7yr2Rk89cJ+w0JJaaXPBj8jM8a3uDfC1cz7pE32HrfrawbP5pP/7cVKtdHqklpaGjsUeJF6HjG2fokvFaraPrmUCx7U9KR3/POQUFhgi2xxqVXaN9wM13/0oyeycb0fU88GYToEa7na7GAZIm/s3EUJhSu9P1ETtIzL/m4EpGFguvslyIBBhQe9X+CAQUJGGc5m3/6PkoQviD1+Zgs6t/U/B19WzbQM9ex/RT13UhH/oaFYW+7z4b46w4h8LlYiHvmv9UUxutf/4rfPz6fmvtHEprycKQvb6qnvM7Hx2tq255HzYGU9M8tD/4DacJtbJlwN/e9/gm+dWvJaXWzqGk6p7Zu1tK3NTQ0NA4VtBS8TnFARkDtLi666CIuuuiifd0MjU6QvAIev9pZg5lcmttNcXjAcjYTgitTBtQK4BHMXO0czHTPHHLjjLarBStXxFK4pFTj7pGWfmrZ73giK6+JKSEjA1/zjVjASVI1nxuK+NhUxgBxBLMC7+Mo6w4DbiJsi3REtm0eprz5EAaUFHPuOYF5kQp8aaKEkulMKevyoI4JTy3gbc/chFlRuogxm9zCq8El5EUnd6O2176oKHZKmSntROEF70KG64byr6Xw7qJv064aJ5jSYsdJKxnR1LlBzWtoRY+JMGHgdlt/JvuXIKKQS4AJpt9xn/8zihUfekTeuPV8crIugcZtZD/yN8To5ORN0zH8qeVHNSbgA8PhXBragABk0MLypv/DHpUFK2pkXn3xPU7zLkSwO9E/9to+L12uoXEw025ltKSo0knepVzvuJRsI0ghHXc6+vGTmEuN3k6J5MUoNfNP7384VapK2C9TSSyqsD0MhLm99dsOI17VYxNCCcvbXRDZHgJwVXhNyvvJQ1gReN79AZm0pDzz9MC44Ar1fQXYgJPD8aRtnwJsFhwUK14E4CXvAv42t4W6mV9jLOvO6ktupTTXtUcjQ5NNyeOfOfP8kYIZOfGfeZZQqqRGEP8qdmHWpnkUtLZVRZ3kWUKe4qV6zRp0T4xBrqnidnNf1ohdyJEDkedR1640btqkVpB9xHoGZ0ib0QGnhX7jd9I2dHIkEtuKpBbxqNA5GWEdxDTJTNluvysae4OWlhZaWhL7BpPRuEcrRGnsBJopuYbGAcMBKbt16dIFvV5PTU1Nwvs1NTXk5+e3s5fGwUB7K+DVOhu3Oi5KWQWOJyzoVF1FBr4TcwlFExB8ikiJ7CZLSTIujeYEpzvnKEdf/id2oVLvShsBtVos4PfOyxniGka1MRNT18PJe+AJxLHPUDzuSV664TTevPdych59DtffHuScY0so6VZMSbdizjihB9lRA9arXEP4xlDItc5B1BldmLt2Y3lVyw6ZpLc3YUsXSdXNIjMz+IEaMTDKdr4qPsUbjQuAixaySopVg9hvDIWJ5uH29BGCySbpf3JcrEaFzXDP4oKW8vZXjeNNaTOv4Mys6/mjYyBbjRkE80txlx5Jo2iln+tqPrT0ZJhrKBICOuA532KKFV8kEsJ2OWFnJmRkU27OZZWhSG3Dn+PEJwEYGBWfYq8d0d+0ArxrOoqXvAsQkVF8HqitSrleDQ2N3UdH/UcIgT85LqFC54xU8Qx+iCcEIjJPe5fQp3UTvaVqtf86TapS0+Ea4pYQFKAhTRKcKkrry9Rt9ey4gCQApyvVnRactodE+1FUuTRjREkrKhmTXh9OonfSYqEk4bgmJPUehBCY6F9OTqsb39o1jH79E26f+C7bRt9MzcT72Vjd1P6zSQolRhhVN0Hlesq3NiZGHCXvm2RKHv/Myejek4zDD6fe6FQ/u9PZP9riNsb6VwICQ22Xq9+TWe5ZlCpeQgjcZz6T4ObfyG9pZI57JtPcc3gn+jyq37iJG8x91f1e8i1SB9AG4FXvhxSQGgkbSxHcVJ/e51Fj/2fixIm4XK6En4kTJ+7rZmkko4lPGvsSLQKqUxyQEVBGo5ETTzyRZcuWqcbksiyzbNmydssSahwclGZZKZGamOxJLBkpy5FBdgsiVrW2TxsC8FggYvwtIXCzfQBjAp+pE5cGvZWXvQtS/DliJbxvclyUNvR/pGMAPQSvanobv/JaIgR5+cqjKSwtIl8cFLcy3IUyaPNIShfJlOTlVFHrjvpLwMCao6j89+od8pfoaNU4JVIpzqtpRNTA/KqWXzlZ2ooAjA5G/NVUo/Fr7qXMLjBNMrOp3k/XbFvkeB2tgCedo0rvYLhuqGqK/qr3Q6CdVeOkexI7Z4F4FZgthJ6fSJPOQFAXmVrV6Ow0COaEiLb4yUBZFxsVnhC3Oi5mQOt6JvmWJXxf4kn3+u7g5+r9GO4awqgWF2ejoaGxx0jTR31uKOb00BY+NxSxwljKCDGHOYF5mLt2Y2DNUbwlzUvweYqkZcX+FyGLkPrO97ocesqNQORZ8Z0ul2PlOkzRinCXhjd2utnJUaQyMMbSh4eCK3Z5FTB+EBcmUvUzL+rL19Gx2+vjYm3tr1SqrxsQ0Suy+pkxWqsPIF/xMcW7mF5SxN8qXPEjVz7xLlNblqc+m5I8HGNFMg4LbWGLoYi/RIt/pH2uJfX/lVvrOVzxUB46gdnVPq5bOBFXq5dSUyMhQcfz3oWR9iDwB8dlPOr/OCI4+edymX1ISlSwAYVx/pU8ajuTqdGo5lOkrUCbR2G6aOJ6wUx23MJVcuGQmOdYQlq6xgFFsgcsRCKgNDQ0NFQOUSFpZ9lvBSifz8f69W0+LBs3buS7774jKyuLkpISRo0axR//+EdOOukkTjnlFJ5++mn8fj/XX3/9Pmy1xp6mm+BniecdzEqIzYKdO5z9meyJRLf82zefv9kvYIpvScIAMNlE9W7beXxiKuMXQ55aNad3uFb9vFqwcatzgHrcbCXIG8HFdEkj4rwSXEJWtzJqNm5SBZURGUOZE5hHdo+e5Pcqiw6gd2LwGWfAWiY2U7OpnLxWN29J89Q25MkeatatJc/nifhBJZNG8BnhGqIO8BMilZIG+O9/v4XfLxnMwOY1TPK3iTM3Oy5ihbErL/llyopzI+1TK8Nt5zrTnONfSyOpETHxCdqEoopad6TaYEJVISjLMCaes6mehvXryWt1M12KpFVM9ixOEJ8gdTJQ6jTwoncBp4U2J2y3PeP6eMbZ+rDaUMC3lY2cXZZxQFVB0tA4oEgjQhe7+iC2bqPY2IWXGwJ0M8s0K2cyY4OXrcvWM9l6coficjx/t13AIlN35plW4qrfwg2W/qwRu3CY1MQc90xctEXlyHQs8CjAO4bfcVXo17Riz++DP9KMHks7lfF2BgHwYWg3FX1HjxGPD5FyXTbHy7Vpj6kHTpTavDcFFJ71LSFP9lOzdk3k2WS2QG0Vq+pkStesoTDk5r3QTB6xnMVpoc2IKJwW2kyf1grGej8hDx/Va9Ywf9F3HHlEV842udsq1mVkU9Yc4LBX7wafh9tcQwgKIjc2exGBt73zeNh8BrnRgh4yCi3o+KflVO5v/YJqay4WOcRznoUJ1yEhUCp7eNGb+D60PY/SRRO7kqKmRRS26CI+hzuTNq+x/2EymVLT7bQqeBoaGvFoAlSnEBRl/+xFly9fznnnnZfy/h//+EfeeOMNAKZMmcKTTz5JdXU1xx9/PM888wynnnrqXmmfVr52H1FfQ/PoP2OWQ+og7xnvEopkL82I1OvMFMm+Dg8hIfCFWMh1rkEcJ9UkrGbWChYuz7iSOp2VI6VtvBpYjFx4GFaTkZZNGxiarrrNzfdAc5CNcVE5u1t0KK/zcc0TH6SUmY5Ve5p2z8A4QSb5gttKWXemfbt0zt1wXdc6BzE/7xeaN5UzOKn6YPLqeHvHAVImAzWmTPIemRIR7CrXI024HRGZEAIvmnpxa8t37fqITTGdwMiWRM+XmKH732+8hFMXPU/DunXbbe/+gtaP7Rydvm8HWHn2A5K46JrB0eiaae45agRnjI7EZLVvu+NCyuQmVjQ7ef+bCoZ/8lzKcXaV2MBLSPr//kgYeMR0GmNaPt/hNkrAV2IR00/8A499PwVTs48bbQN4wv8x2UkCWTrB/3t9Lle7BnNaaDMveRcQMtup/tu/KGuu4Zu6EL3+70FEIs/zJ40nc2/rlylti6QLgoKAEYVtmPhVzOF34XpylCAKUCdYye2giAnAZp2D2+z9eL7lI/JbGqnQOZlgO4sXvAtI99e7FSuXZV2FQZG1/v9gZf+cOmloaOwswi4+gdet2/l9e/TYtXMfgOy3AtT+jvbg3jeU1/m47vF5vO2ZS7HcZjBaJdi4xjmI8YGVnBbanGIKrgDjrH0YG1iJiIIC/NXWjwcC/6VYaROsqrByjetyXnf+hKn2N/4cNSItCHuZFXh/rxmuJvPxmlquf/0rTgxVJQhmQ11D+cZQyOvXn8x5R+Tu2MHiJsOVdR66mWUURWFjiz7xunweau4fSV50wB0f+ZUg4uwKTfXtnqPO6AIgp9W93fO3d3+qdTaGuIa1KwaVb21ky4S7035nkgkTmcjEvj+/6rPpEW6IVpXSIf7tIWqe++eevV+7Ga0f2zk6dd+ShJEDQZg8IEnqSyZbTuIp/0eqwPOs+URua/4mrYBSLViRBD3FspcaYwZZ3cpo2LiJwdZBdA03Ms0zTz3OXLE7l0vr91uxaE+wswKZAtxmuYBng8vU+yeTWlmvvX3X6TLpITciRPfzCCZcSgvf6PI4XG4ig5bttim57W70OKNRZwrwN9sF3OtfRX6Sf5OEwO32ftzv+5Qi/DQjsjWnDGtTDf+wnEOV4OAD97tYCBNEz3XOy5jkXUqR4qNZZ+DbPz9OQbfS/Vpo1vr/XUCbOu3/aKbkGp1hVwWoDRt2ft/DD9+1cx+AaPFiGgcUFQ0BKsUM7nD0S3hfRMGGREmoMSoICPxMZsLgc0JghZqapwCT/csoVnxsFuwMdQ1ls2CnkAAL3O9iq6kgv6WRqd5FHCfV8JZnHjmtbpo3lXNuoUk17t7lQWWyIWs7BqzbK0G9w/4S0clwzf0jue7xeYSmPIT+sb+hf+xvhKY8xB8fm9tWjtpsadf0tSOj8U7RgbGssaw7Q62XJZrFRtMgB1sHsVEyb/f+SErkgfLYkGOZds9A8h6ZkjDhr/CEuME5kJsd26+GKQMhoxUJHTc4LmFQxpUMdw1FQodgd1LuLGGwddAOtVfjEMLnoWHdukj1LPdsTgxVaeXZ9wDlIVPC39+kOPFJAG6Pik/J08YQsE7M5mrn5ZG+rayMxo2b1N8XCmpxCwEYHCc+hYlF2BzcCOx8dNaI4M8Jx0knPqW7fwLQMyo+QeQ+u5SI4HSiXINzB8Sn2HHit3PFpTy2omeT3kUGqdUPRRQm+ZaQT8w8PMzmxiCCFOI1z3ymu+fwnZiHhMDXYgHfGgoYlnEFdUYX+t8dzxkn9Nh94wQNDY3Oo4lPGhr7LfutB5SGRjraExpylQAvu+djEmQUJTJ4LMPLE+ZTuLs5MTRfAkZZLmRy8D8AGKPTi9i/JsJcbzqXx6SPVSEBkoyxdzSKqKOBZ5Iha0eREZ0yE++IuMnw261zEAWF/KhXhhiSedszlzzZG/GVag6mNf3ertF4Z2jHWDxP7MvyqhYq/706xfQ12Uh8h+5Pz76QYUu5R6VZVnLkAGP9nya8n5wSIgGNgpU1f5rI2Tk6bmhxcXxlIycWnYwY7k25s4T5axup0juYYDs7rZ9VfHs1Dh3KQyausQ5iemh2+/3JPm7jwUB8hdT4/uIxy2mMjhYMgMjfdaXOyV32C3jKu5RixUd3PPzfLeeQlzWA8qCOG/85n7dCEfPyt73zAGjASBat6nEaMfEXx8VM8v+Hw+KicTXaEIAzqd6h7bZHzIEn1jfvSBTV9nBjIENuwRg1VI8RO4c5ThoTUTgqvE01HM8iiBSORMT20Pl5Y/iRFJYWkbM7n48aGhoaGgcGmgdUp9AEKI0DimShId6HIZ9gwlKqDwN/aPk5ZXDrFsw0iRYkItWQcpVAwoRFAhr1lnaFj4paN8X/9wIN69ZxneVSxgQ+RS9tQ1EUQoYc/mg9i5nBD7afXhMfGRGa3bGxeGfMxJOJE8u+2OjneculvNM6O5J6GHe/8pUAKEkT43gj9B01Gu8s7ZyjJORrN+orpaqQ3UlW9+7UrVvLCNtg9f7M888hq3v3du9POuFqsnshxUnpGLU6G9c6BvFKaRF0sXE2cHZZRiSaLE5A7B3aygvRalsdtlfjkKGiIUCdzpoiTE6wnU2dzqoJk7uJ9hYn/hH8IuF1CIE7HP1YbShgeMYVzAnMo0uPnhhK8kA08NtvlUz3zCUryRcoM058AvALBmr0djbpM8iXfdtN4dXYPezO1MccmpnkX5aSCpB8jlhlu/hqdyJQqATUCnnTSouif8fa37KGhobGIYcmQHUKTYDSOLCwO8k6vDt169uEhuG6K5jpfi/ly5ybJEjFyFaaecL/EX9xXMLL3g8T9pOA4a4r8AhmXvSkFxK6meUdjyJqrzodnYyM6CBSqMPV1nRlr/3LOzRd3V8idjod9dWeJ0NH88IkYS8k6BB0epAhgMj1zoE84f0PpbKXacGFbKg4DSiKRLiFpQQBMSKGLsSAQgiBmx0XM9a/UquCdIhT6jTwmmd+SqXFF7wL+NxQTLGrzz5q2cFF+sWJpL9H3wpKFS/PB5ex4erxFJYWtfWhUgiqKgj+Vk2mEkh5nsTS9/5uv4A7Al9F+uzA+4CCAYUKnZO77Rfwhud9LEkRNQDNgJHOp7MpwBKhhH5K5SHlO7U3EICsqKiUXC03HjdGstOk6cH+87zU0NDQ0NiHaAJUp9DulsaBR5pRuLCdoXkIuM92jlpEO1ai2S0k+vK4BTMSOmZ656j+PUNdQ6kQHJTKHmb75/FNZQODrYPYrHNQrPhU8QkiUUTFsneHfH/iU0biiR/QJhCLFOpi47wjcnfMXyLJf6ZP6yZOj5a9bo9O+0rtCDvodZVAB/5QKVFfPg8NGzaQ0+pO8NnJaXXTsGF9+z47MWHvkSlMu2cgT153FvYePakzuhiQMYJvDQVUihlI6Fin2Lluxv/4/ePzqbl/JO7XnmGY5VLVc+ZV7wJ1sjvcNZRlpm673zNL44CjW6ie00Nb1O9GpB8SMKBwemgLZa3b9nUTDw6S+osVxq58bihGQsfnhmJWGEsZkTGUGlMm2T17cmavsrY+VAoh3XsD0oTbmbF0NfW69H1fnWBhpbFU/bvO6N6TjJ5HqOcsFzNpECxARMC+2jGImJTVhBk5+qRSgF/J2G7MVOzzlcbihPfa26+jzzQ6JnksEELgJsdFbMXarvgEe+h5qaGhsfvRBAKNPYlOt/M/hyBaBJTGgYXPQ8P69eS1upkuRaJOXvQuRN/BsFsB/mk5nbctxxFGx2P+jwF43PdxQkg9RKKjXvZ8gL6kGzXVOkZEo4YqxQyKQn7WKXbuXriJHEBUUle5Y+zIqmhHxuK7K2UrOcrq1aT0sHhqsdCqE3d/xE4nvK4S6ETU1y757CSnAPZ8EHwe3pTMVFVs4fDXpiMiUxp2c5xUo6ZJbt24gZDtmJTUqnts5/OTmMvf+vbgsl5Fu9czS+OAo9yQTZVYyGlSRIR61P8JEEnr+VwspMjYRfOA2h2k6S+KXX0QW7dRbOzCS+7W9qNGa6vA50FE5kXvh6zTZ5OHP2FZowET3xvy6dO7jJHn9SCv9STKDdlUNgbpNkjmHWCjX8ax8DvqN61nsHUQlWIGA/QjmOOfi7W0jNCWTRD0caPjIpoEE7M8sxOM0WPnk2mLlFKAfLmtUmsLbZFUyexotbpkj7v9kZ2tvLezZCvNVAtWKvUuekvVGFAY5/2EHIJA5HfSJJgTIqZqdTYtwlVD40BBMyXX2JMcokLSzqIJUBoHFB0JKrVYkHU6NSKpGQETCgJwb3AVAP8Ifo5ApHpRl2gaWggYZzuH8f5PVE8o3YjroEsB09oRISZ7Fkc8k9phR0Sk3WYs3gHtGfPWC+YE8a0WM98b83kozr9qt0XsdMbrKpkd9KBq7zp3Kj0i7pyKUsiQdoSta60DecL3UUpq1eP+jxjcupbio/toniAaVDYGkQSRBsFMrhJU328QzDQLIhUNAcryM/ZdAw8m0vYXGZHX+bGNUv8ePwk6edo1hBnuWRhQOCpcn7KNgxZeMvfmjt7FFL8zKcH7LSaon3F4d9ALtCAgCRGbbEnQIws6LEYThoeehy2buCiQw5of16D8NyIx1WIgJxqfKxARO/wYcdGKAIwM/aC2owkLIgqZNCcYcUtERDIjMi5C2xWoYtFS++uQeW8ITzLwkOUsxgQ/RQdkKwH+bLsEAYGXg0vRFRQhb/sNye/hGscg/tTyPcdKtWTLfhoFK9c6BvF280ItwlVDQ0NDQ6MTaAKUxgFFe0JDrWDhCtcVjAl8Sljahk4O87Mhl/dMR/K8bxECMDoqQoUQ+INjEK+FlmFo9jHcNZTVhgJ+FXOY6Z6FYHNCcTcwWzsUIQC2CjYEAVX0qhasSIJ+x0SkXTEW30Hai7JyKYkpBa06Aw9Zz+KRm/qRlzNgt0bs7I0qYHsqmqyiIUCTYGKy5SQm+T9S359sOYls2c/poS2I0dSqcbY+jPevUFOrxNZtQMYuXJXGwUCZKYwYrk8QnwBylSC/C9cTNmursnuNuIIMFQ0BumbbKBOb+aFiG6sNBYyz9VEj1ADCCIyJ+7ue7pmLGD6RmnYE9br1awEiqcBS22c5soea9evIevkJmjZu4umof+EvjkG85Z1LHm2pyFVYucZ1Oc06IwuappOR1FeHdSKPWE7jX/7Evg7gdscA6nQ2FrqnY0wTFRwv6rQSiaRqu9aIGLUrkVX7ivbal1rNVOA+89k82rwSEYUaLHxg6clPhlyme+ag2JzcdV1fSgqyyRcHtXmD1VZxa4uL7zb2wZFjQNK3sEFw8kpBNnniJVqEq4aGhsahjhYB1Sk0AUrjgKI9oUFSIivOn/e7GUeplWJ9C0t+9LLoxwYeC7tV8QlgnK0Pq0yH8Vq/Mdx6tJVRLS6+rWzkhJJTEE3nQm5hZDDZVE95yMT8H6qo0jtSUq2qdTaudA5RRS9FUfjVkLPjUUQ7ayzeCXbImDdqlD0z+EFEfGovGmkn2a3RSe2w3WgyzoOm5pSJ5/buc6lVYGXjm2raRYyn/B/RgIkvxAJOkaoSUqtCCHxuKKJYS63SiKK0Y5Df3vsae4AOUoGHF5XySWs3xvtXJOwio/CrmMNw11Bmumcj2J2UO0vaF9RtgwGYLqV+dqf5AqavnUeOIjEj9B53OPvzpHdpyiBsjOM8fhMzyJEDSTFOEQGlSPbybFR8CiEwxtqHRwOfIAJveedxq/0iwuggjRF6DA8GnHGiVx0mxljP5bnA4nYFKCHu/zF2VZCKTzXcUdKlD7a3fyzS62d9F44I12NA4dbW77jKcTkvNv8H3WGH84eTjuH4shxE0/mQW8g5Zmt07+gzSTRASfdI5dMeOeqx21y5tAjXg52WlhZaWhKFYJPRiMlk2kct0thldDotJU9j96IJUJ1CE6A0DiiShYa77Rfwumc+hQSY0fQeg/87nIWfycwJzOPvRaWUt3bjH8HPE44x3r+CX8UcepWdAE4jRSETkqxQnGkFMdKBJE9Ueoe28kKSf1JM9Gq89i7CeZG1ZEOzjjdzXeSJOxhFtIMpZjtNUpRVnc7K54ZiTg9t4XNDUcSYV8zZrVFXyewNr6sOo8kO707orSk0rF/fOQ8qoJunEkVpVicyL5uO48aWHyLVk2jhBcsJzJKPZJJ/mbrPzY6LWGHsykvu1ri0H41DlY0tekKGHMSQnJC2Wy1Y+dWQg6FZR8k+bN8hQwepwPW/SbwT+l6NZnzEcgb3Bz/DAMxwz+aH6yYglpwLuYVUVPg6FNQNSjhlsWKC7Wxq9HbqBQtFipdixZewbzwveBfwjVjAYWFPSpp3cvGIidYzWC3mq+8agJd8C7d7Kxxx4hPAza5L+VXfBXfASEY07S+GAnjR4URWX0829mZk62p2dYlkZ4br2xOr6gQLIx0DeNPzPmbCyMDt9r7YCPNycCmmolKe/NOVZJuvALuT29S+P6ejw2ocwkycOJHx48cnvDdu7FgefPDBfdMgjV1HE580djeaANUpBEVbgt0pPB4PLpcLt9uN06nl/u81pBChKQ/TsG4tg62DCAk65jbNpEj2EkDkeudAnvAto1T2UG9w4Ar50qZISQgo3Y+m4bctDE4WJbp2pXHTJnJbGrcbNVRjyiTvkSm7PWpol0hOM3EZKWvdxkZjFza5W1Nfx0cDQdoUlV2KyGqqp+b+keRF72d8dNJuvX/R694YF01WJjZDWKJm7J07df6VP1ZyzDO3kaG0pEzKmgQTt9gH8Jb3/YSJYYXOyQjXEKbdM3C/L8u9u/sxRVGor69HEASys/ejv4ndTGfuW3mdj+sen8fbnrkUy171/c06B1c7L+fNey/f778nBwPldT6ueeIDprsj0UkxKnROrndcyiLpQ3R+L8NcQ1htKKB3aKsa9aR/7DWIRsZ0dJxrnYN4xL88pdJoJCqymPtt5zLDMzuhcipEIpvGJjyfQBZEjIrEFp2Du2zn85Z3XlI8VKQfasSIg9a0YlByapoE6EkVcSp0TsbYzuE173zEaHvjn5ch4H7rOTwS+CTlPB2l5ynAK4aj+XPo5+0KRw2CmadMp/Bw84qdTgNUgHtt5/Gu5RhObt3CdM9sZIuDVX95ipKC7F1/lh1kaOPYHUOLgNLQOAQQdjGmt7Fx5/fNzNy1cx+AaBFQGgcWSWlrn5fXM2ymzAz3LIplL+965gDRSYU1MqmQ/F6GRycVEZ+n2QhWOw2/bSavpSllNbx6I/zZ0pepoUUJRuchhAS/qD0ZNbTTdJBmUtyjJ2VqtE8aY96drVa3PfaC1xXQbjRZeZ1vpz2o/ldRQ6lgIjPJh0UAQopOFZ9k4K+Oi7jP/9khWRWpurqau+++m/fffx+vNyKyOJ1OBg8ezMSJE8nLy9vHLdx3dDO0RNJbZW+KADoz+EEkWvIQ+Z7sSzpKBS43ZLPquic5x9W63ZTsrZVVzA7MI1/2UCk4qNbb6S1VUyp7eKdpFrkE1T7hQWsfxgRWYkDhtNAWSuUmSFrzU4hENsWn8H4hFnFcWQ7uinKG2QbTNdyoRgspQBARCxICkEkrbxuP4OrWNSki+RPmU+kf2kivcC0CiQO+FnT8wTlIXbB5snkFgs2J5PelPC+bTTY+MB+JKJDgkQXQgBERBWca43MZqNM7SQq4SotTaaZIbtr+hh0gAI/5PyYk6Bjl/wIRaG4Ock6BCbSCEIcUsizz5JNP8v7779Pa2soFF1zAuHHjsFgsnT6WyWRKFZu0tXsNDY14tAioTqEJUBoHHnFCw6Z6P1V6B3c4+qWdVHxx9UOcLW3hQn8x5vXbOLvHEYjWwynv0p3rnl/B26G5CaLEZp2Dq62XUilmpExUbnZcxGpDAX/r24PLehXtVq+m3cauVJzblX07Yi94XXXE9jyoKmrdlInNKRFj5YZsqmQrD9nO4iXvgpTJVS5tptKt6PhRzGWEawjz/HPI6t59/xIm9yAej4czzjgDn8/H9ddfz5FHHomiKPzyyy9Mnz6dTz/9lG+//Ra73b6vm7pv2FsCrEaHbC8VuKQgG7rYkrx+clKE+TqdlddkO11wR0R62adGx27RO8kMtyBGXZgmBCKeUiEEvhHzecz7cUpaXXK/EkvhfXngSZxbaGKaZObDbyv5avaXnCxtRQCsSEBEZPpNsKeIT7Hj/r7lZ4ZlDOWv/q/5Q+vP6mdeDFyScRXbdFbG2M7h8ZaV+LKL2TDsVs4IbuIf9u58XR1URbjv3EaOeGNJikeWAmTT2u491wP3Na9q9/N4ROCW1h/a/TzegypZaIOI2BWL7prka0uJrhcshD0hSrrsUDM0DhIeeeQRHnzwQS688EIsFguTJ0+mtraW1157bV83TUNDQ+OQRxOgNA484lLMqt3NlEhNPOtdlLDJZO8SbrBfzKn//jeS38t/oiu6zWt+5i/u2RSYbTwYzkJUEo1aRSXMmMCnPGQ9K2WiMtb/Kb+KuVzWqygaYbP/rabuSsW5PVqtbk97XXVARxPPa52D6P3hVGo2lbdNLj3zOSy0hS2GIr62nsYc78Ltpo80YiYk6DEoUV+BQ2hxdPLkyej1en7++WdychJ9VB544AHOPPNMnnnmGe6777591MJ9zD4WYDUibLdQQXsRi2mE+RKpCRGZUl2AG20DmOqNRMueHK4GoBZLgkB9s+Mi1umzWOJ+F4AtOge3O/ox1bOIfCUxHW+s/1NGiLmU5rogw0YZENbr+b1rMDcEvmV0nKehAJQovnavuYsSpE9rBdfGiU8AdkIcG6phYui/WFsD3Oi4iE9bSznmzWXMdM/mNLuTMx+LTtRr3Vgaa5jhnq2mrz9iOZP7gp9h6ERH5xaMuJQ2sUoB1ugyOVxuTEnrk2nfHyrmx1eBnVJ86uuHLGcyJvhZQppitc7GMNdQbtsmU9Jth5uqcRDw73//m+eee46bbroJgP/85z9ccsklvPLKK+i0SAWNZDRTco1dRetXOoV2tzQOLKKr0TX3j+SaJz7g2ZmfsbjpbQplP0H0XOkczBadg2LZy/ue99D5PYhEUvSuDv7ADPcsRGQMzT6OlmpTVqPzlQBHt9bwXuB9SqMTlaGuoVTonOpEpUxsjohgTfWU1/n4eE0tG7f5oak+8v4+JD7aJ574inMJxF1HfLW/Hdr3ACE28Uz3+5wVeJ/Wjesjk0v3bPq0buK00G+IyJwW2kyx5GFH1CRBJ1ASdjPdPZucVjcNG9aDz7Pd/Q4GPvzwQ+67774U8QkgNzeX0aNHM3/+/H3Qsv2ImADbxcZ5R+RGRNiMbE182pvEItFMmYxwDeEbQyEjXEOoMWV2GIlWHjIx2Dqorc9wz6JUiaRTDrVdzk+GvJT+Vk4aiI73rQAE6gqPYJvBwU2Oi9iqsxMWItsFEbnSOTj1ORPl+OIMjpFq+Ufwiw4vMQT8os9WeywjYR7zL1dFmldMvdQIoin+Jdha/YjIvORdwLDmn5nhfg8RGcXn4etPv6X1nuuRJtzGv2Z/RaNgjngnovDX5m/5m+3CTunsViUxUmobJv7ivJR/Wk5POc72BH8B6BoVnyCSTrhFdKa2J5omtavV+jQOPCorK7n44ovV1xdeeCGCIFBVVbUPW6Wx36KJTxq7ik638z+HIIfmVWscuMSvRrtnc0yoBlO03LRIGLvSqpY2VwSBmx0DCCFgiHpsxFIl/uK4GElIHwCoCDosh5W2P1ExWxJEsOtf/4rfPz6fmvtHEpryMDQH9pk41VG0T2HYm1hxLknM+9fSdWmr/aXd90AizcTzWucg6owu5OIyhlovUyd+r3oXYCAyWTOg8Lx/sRomGkRHLen9I/Jlf2RiGhW5BlsHsVEy760r3KesXbuWM844o93PzzjjDNasWbMXW6ShkYZYJNojU5h2z0Bev/5kpt0zkLxHpnTob9eeqD/Bdpbqk5fc3+bLfrboHFzpHEwAkWLFx9tNs9lY4yYkybzgWcAE3yds1LmQEPhazOdbQ0G7gtg5Fg8z3e+pz6/nTMeniC0K8LjlDGxKSBWc3OjV7Wox86LtRP7iuBgFkHV6/ui4NOn5GNnvr44BPLBofXQBR+Et3/u8aDoeBQUDkKkEGdf6OQJQKTj4QZ+TVowKoucm+0XRc0QEsloi/WIOLcxumsm9wVVqe58xn6gKZAoQjpOO6jFFEw8TCRPx2nrOuzAlpD9fiVTHPaOLNtQ91JAkCbM58RlsMBgIhfbtIqGGhsZBiiZAdYpOpeBVVVVRWFi4p9qiobFdykMmrrNcqno3veSLpN5JREpQx0pfbxbsXO0aTKWYwTi5T4Jx6jhbH1YaS/mlpQt6SU6oSFSts/GLmIPx0pGcc5gtfcpMR15Ja9eQNeUhGjZu2r1G3jtIp9JMkq6jo2p/2zXVTq68tzuq5+0uklKgKmrd9P5wKq0bYVjDsWzVO5hqOYkn/B+pu6RbMW/ERFYHficx4iPGDoXqZh6Ph4yMjHY/z8jIwOM5NKLBNPZzdiIVuD1R/wXvQm7iYsZF+8gQAt/p8zg6vA0rEoqi4NaZaNRZsMpesmhGDDeoKXeiJCOhQ0Shh87PG8OPpLC0HW9BowU9EVFmluEIbmz5XhVpICLCiMA9wc+5wXkJD/s+oVT2kBldnFGABxznU6ezsU1nJQw0i2a+NRQyzpb4fBSAB/yfMsrRlzosFBBAB4xp/i8Q8bO62jmYqdkbqNuyiVst/ZnqXYRApJrfd7pcjpLrsSLRIFj4wZDL54ZiTg9t4XNDEffbzmW6Zy5FspcuNKvtu9d2HrPNv6OP9Bu9pFpaAY9gJlNppg4LPxnz+Egs4dHAJwn9sx54LLBcfV2ts3GrYwDPeJdEziG0YHbtwjNof362abSLoihcd911Cebhzc3N3HzzzdhsbX/zs2fP3hfN09DQONg4RIWknaVTAtTRRx/N1KlTufrqq/dUezQ0OqSyzsOYwKcp3k1uTGTTVqnsDmd/KsUMeoe2phinjvev4Fcxh4esZ/G2e07CZ7Ks8JD1LG4JwkbJTJnYTNnhmdGBZmTQ0pFX0khLP17euJT83W3kvaN0wvA4+Tp2utrfnqqetzuJn3iKzdRsKiev1c1bobk06iz0CtcmbJ7O6PYNcy/ubP5afd2EkRZE8klM44yZGh+wEWOdRFGUDj01BEFQoxI1NPYoyWJBXEGBCk8o9fUOiAnJon68UP+i90N+EvMolL0YUMhVAlztHMTLzf/BUdad68/qw7DZZrVKqzXO7ymW/l2hczLCNohppR14C1asBSJ90pWh/9GCHjEaH6QAk8ynMKr5aySLnW/EwpSCCwLwnHch4+Q+jPevQARMrUEualnL+KSqdgokPNfqk56t42x9+M6Qjzv4PzIAt2BijZiNXlLQyWGa9BYudQzn3eCH2Mu6M/GScyi2nodY8yvLt2axdVUFY2191MWiWPtuDX7DejGLzHAQAWgyZlB+7X0cZtOxOWxi4w/reGjlsx2m09UKVoa4hlGldzDMNZR5/jlk9OgJrqwO9uqAA+HZppGWP/7xjynvXXPNNfugJRoaGocEmgDVKTolQD3yyCPcdNNNzJkzhxdffJGsrJ18qGto7CRlpjD6UF2Kd1P8ABkiIsAY2zm85v0QMRrRM84WGXwbUJjpnoXb6CBb8VGhc3K3/QJe98ynkABvu+cw+D0DBkVOO9DsqKraj4Y8huj2kJH3jtAJw+P2rqPT1f72VPW83UncxPSLjX6etQ5iRmgWpbKX0rAXiEy8njOfwC3N36atKDW6+XPWCRn0UJoQABetbBNEUCCAyPXOgWpJ8+1GjB1EKIpCz549EYT0U0NNfNLYK6SrVhdXUOBWx8W86F2gvv6LcyA5cmD7YkIaUX+4bigz3LMwoNBbqgGifbxrCI//5QJycoaA3UnuhkbqdFbGJQku8bQbMRnXZ03ZlInBdh6P+T9GAMxxkU332s5DPmsA4ql/oFJwkfHMspRorVhKcSzSKYTAaOs5POn/GB2R1LhxtnMYH03DiycjKepzvH8F1To7dm8VOa1u3pLmcbf9Ap7yLqWAAAhNvHHr+eRkXQJ2J+dKIaR7b0DyefjBeTmvBb/i9NDmlPaVJD8vbZczrcfhFHexUQycVmAlvDKy/VasPOg4h6neRYhxyX+tUVeJx4Ycy6ndssnZVaP/A+HZppGW119/fV83QeNARjMl19iPmTp1Kk8++STV1dX06tWLZ599llNOOaXd7WfOnMmYMWPYtGkTPXr04PHHH0/wyFMUhXHjxvHyyy/T1NTEmWeeyfPPP0+PHj322DV0SoC65ZZbuOiii/jTn/7EUUcdxcsvv8zAgQP3VNs0NNIiCEJaX2gJgVvsA9S0sScCnyBbbUgBHyOcg/naWMSvYg4z3bMRbA6cpT2o2bCBEdZBhARdW6qE0kw3qZEnfMvSDjS3V867PXGqSu/g8/L6PR++v4NpJu1dR2er/e3R6nm7AylE6NkJNK1byzW2wZFVbMCoJDqKCMCtzd8CqRFQsc97Kk3q6xostOSWUN9YxXDLpWwwZLcbbXYwow30NfYL0qQUnxbajIjCaaHNDGhZn/C6T2sFY/0rty8mJIn673+/hX8thZsdFyeISrE+XpKVtmeF08BrnvmcliS4xJM2YjJd5I2xFL9fj5226N95xu68azmG0xsDUNKLbk317aZgxzPO1ocvDUUogUgMVb3OxgZ9FmFIEaD0KMhEfJbGBFZiQOEl7wKud17Kw1Ik1e9dTySSWBWOnJmQEb2eqgrwRYqBvO2ZjQ7USnWRHlhIEJGgzV/r/e+3RJ5DYjNkZCL/7gSa1q/lL9aLmBIVnyQEvtPnkqsEKYmJ/z37Rs+/EwsA7S5W7IfPNo2dQlEUFi1axKuvvsp77723r5ujsT+iiU8anWUvRUC9++67jBo1ihdeeIFTTz2Vp59+mv79+7NmzRpyc3NTtv/vf//LiBEjmDhxIpdeeilvv/02l19+Od9++y3HHHMMAE888QTPPPMMb775JmVlZYwZM4b+/fvzyy+/pHjp7S4EZSeXp6dMmcLf/vY3fve73yGKiTrWt99+u1satz/j8XhwuVy43W6czkNjork/sPyXKkJTHuJYqTbBu0kBvtbn49aZOSZcR7bsp1GwcqNtAK83L8ZXcDiTew7jtB75DLPUQml3MFvB52GjZObz8nqenflfNVUiRmxVe9o9A9vEnKZ6au4fSV5LY8ogv9qYyZ8tfdWy3DE2C3aGZ1wBsP+E73dwHTWmTPIembJDq7sfr6nl+te/4sRQVYLoNtQ1lG8Mhbx+/cmcd0Rqp7jHiU4kKmrd5D15B2YlxFadjTvt/ZjsXZJS/jyZtqi51KiARoxcknk1ohJmVuB9jGXdWX3JrZTmug4of5Dd0Y+tWLGCM844I+U5cDCj9f/7H+V1Pq554gOmu2cn9L0xk+32Xqft43fiPGmPU7keacLtiMiEiHgaZSsR3yOJSMpYoRKg2pjJhj+Np7A0KraEJWrG3pnQN7/g/oCcpEjfWARU6eVDueW87lHh6mEa1q1lcFS46tuygZe8CxIE9ViatQcjb3nnUSgn9oVhBB4zncJ9LV+oaX6DnUM4ItzIY/6PURA4OeM6uiqetH3+k5f2YFimlxVCAXN+rGHTl98w0z0rRWiKv4507VttKEhMebv5HmgOsrFZj+XVx6Cqgj+b+7JG7LJj0WzbI074GxyXcje7aUZC1PU+f7btJg61fmzjxo289tprvPHGG9TV1XHhhRfywQcf7NzBtMheDY2Di3ai+HeYXegTWlpbaWlJfL6bTKYED7sYp556KieffDJTpkwBQJZlDjvsMG677TbuvffelO2vvPJK/H5/Ql932mmncfzxx/PCCy+gKAqFhYX8/e9/5x//+AcAbrebvLw83njjDa666qqdvq6O2Cm5rqKigtmzZ5OZmcmgQYNSfjQ09hQlOU4esp6FpCR2FAJQLHs4RqojX/ZjAGRF5h3f+2RJfvSby1mxeiP/evczap77J6FXJkV2jJZGz3eZqdI7uMPRL+G48ekRKh2U884u68przRERZ7Ngp1oXmYgUKz5mN81ghnsWeS2NNKxbC759bMzc2bLkUihtdb9Sp2HHK+/tLeIq/I18cTnbiHTiBbKfdz1zVPFJQuAu2/mEkuKd4lNWYpWh4smglXNaN/GWZx45rW6aN5VzbqEpMvHMyD4gxKfdxXnnnUdDQ8O+bobGIU571erG2fp0+DptH98BMU+oWMXLoa6hahXNOYF5EQEpSrkhm1WGIrUKXEx8CgGfi8WU67OQ0LFOsXPdjP+p1VTdrz3DMMul6nFnuWep4pMCzDV2V0Wbx/wfc4v1t8gJkyr9zbg4l+ejBuEhBO6znaMKcDPdszEIMrc5BqRcox6F+6PiU4y+rRt52L8cAZBROEreltLnT/YspluonvPfvBvlX/djfuZ+Pvg22rZ2xCdoq3o3znqW2r4Z7llc0FLOdPfstmdmczDyzM7PIP+eh8h/ZArPjr6Sl244bYcqGm6XpCq7J4aqmNH0XkrK/wFfGfYQoqWlhWnTpnH++edzxBFH8OijjzJq1Chqa2t3XnzS0NDQSEJB2OmfiRMn4nK5En4mTpyYco7W1la++eYbLrzwQvU9nU7HhRdeyKpVq9K2a9WqVQnbA/Tv31/dfuPGjVRXVyds43K5OPXUU9s95u6g00vWL7/8Mn//+9+58MIL+fnnn8nJydkT7dLQkuXPcgAAr3RJREFUSEs3Qwszgx+QF/VuGuXoy2TPYooVHwVJg8R82iYCWUpwl9LqEgaaHfksmS1kvvA4NevWMtwaEWNnumdRJHsjg1hlPwrf74RfVEdmrId17crcwCZyd6Ty3t4ibiIxJbSIh+xnMzWpTLeEwF8ckSpWscp/q8V88sM+ShRvwuHSpeNN9C8H9qPf5z7iUPJ4mjp1KlOnTiUcDm9/Y429Snt9eLoiFPHsUNEAnxsq1vOuP4cvN9RwR95hNG4N8Rfrxawx5LSbelvhCfEX50D6tG5SizxAJH3vVzGH93zzEJEpDbs5TqpR/YW2btxA0N4rJZU7FvH0ruUYVgV/4jH/x4AARxzX1tb4FOxTjiY824nk8zDcNUQtLDHTPRvZ5iCk6NL6RSUXYIikJ68GIv3mbbZ+PNG8koLoQosoKOTLfooVHzPcs8miGQE4WdrKDYHV/CO4qsPBpgLcZz2H6dbj+MGQz8yov1YsxbGjPnaH+p8drGTXXjo5wBadg9sd/dqebf65h4zP34HIN998w6uvvsr06dPp3r071157LdOnT6e4uJj+/ft3KuKrpaUlNTrBaEwbnaChoXFositZm6NHj2bUqFEJ76XrX7Zt20Y4HCYvLy/h/by8PP73v/+lPXZ1dXXa7aurq9XPY++1t82eoFMC1IABA/jyyy+ZMmUKf/jDH/ZUmzQ0EokbPFbWtdC7azfqNq7nWutlVIoZDM+4IiVEPhkL4USfiqTBbHKlo+2KKB34LMVEndvX+rl39o/c7uiX1g8qxXR2X7CjZck7MmPdqJDVrYyajWy38t7eInki8aJ3Yco2DYKZ9fos/F2KqXZvVVM5jpFqVYPheGqx8FfXxbzo/oAucakwCb/PDOMhWbK7PQPyg41bb72VW2+9VU1d0dh/6KhaXQiBe2zn87j/I/X1zY6LVb/ADoVynxv5779HCEv8x3ExS02H428u5PnQDyzwvcdnf32Gw4rz0gr3pVlWcuQAY/2fJhxyrP9TRriGcIX9cjWVL9mA26DIKeJQHWZWGkvpfZiL0qOGIlhPiYhP7aVKm63oH3sNaqsY1eLi28pGTig5BdF0LpjMvD3hroRnXmwxp2MUxvtX4M0vpa5BYbhtMNC20NIluvATE65GB9tWUCVARoeRxJG6AIwNfMpyU1dqdHYaBDO5SlD9PNbHVtS6KRObKQ/qsL72OFRVcPv2UvDSLJ6USE1pU6cr61rSejhKCIx09Ge1oYA7Hf2Y6Z5NFyNgtmznXmnsK0499VRuu+02Pv/8c4444ohdOtbEiRMZP358wnvjxo7lwQcf3KXjahxAaKbkGtthV74e7aXbHcx0SoAKh8N89913lJSU7Kn2aGgkknbweBSzWM/8vF9YdNafmDz7SyRB326Ev0TiFz2tAJRU6ahOZ2WkYwAvB5dCYSkbm/WUNdXvmJAQFXVOKTPteFTVfk6HRuO2y5l2zQDKzOHtR1LtJdqr8BdPrhJkumcu4VETybfC3c0u1qzdxKUL3saAQqXOyV32C3jdMw8rMq2Cnhb0tOiMILcJUOrv02U8ZEt2X3fdddt9eM6ePXsvtUbjkCRNH/65oZjTQ1v43FDEIlN3BreuVV+vMJYyQszZvlBesR4hLCEAL3kX8GLoeG5q/g4B0IUl+hgaoUs30olXHS1szPLP5TL7kLQFK0KCjvd9sylob0Hk9zF/vu7bvy9mK5R052zg7B6xiPUckEIJ9ysk6DAqqZF9ydKyCGQSRK+XVRmpSu9ggu2sBKH/RfPx3Nz8nfo6jMBf7QN41rckbTNNhDlOqmWMb2WC+ASRPvZa5yB+N/cZ6jZv5O/mC5nsK4+YjrfMjESuyn7yZA+169aSG28on7R4Eqt4a0Vi89o13FX3qVrxtnfXbpRIR6U8s0UUpngXqxFQIjK1IYHc5mDk/mrsd1xwwQW8+uqr1NbWcu2119K/f/+dXihJG51gNO6OZmocKGjik8Z+QJcuXdDr9dTU1CS8X1NTQ35+ftp98vPzO9w+9m9NTQ0FBQUJ2xx//PG7sfWJdEqA+uijjxLc0K+88kqeeeaZlLAtDY3dRjuRNzmyh5pN5Vx5pcy5gXnkyd6EVIB4kr/k202rizc4tfRljacLOU8t6rSQ0Omoqn3BDqYmtCfoqGKeu5Wy/NztR1LtpWupdjdTGPYy2Zs42QkBIx0XMca3kmLFR7YSRD//FWo2VXBvdNJ6pOIgBw8VehffGgq41HUVMwPzMRWU8NLWxRTKXqp0Nu6yXcij/o/bfp+tJ1FziJbsdjgcWCxaNIDGPiRNSnGxqw9i6zaKjV2Y6m6l2HWe+vold+sOCeXv+nP4j+Ni1cg7JqoowF8cFyN8I3OtsY6zTW7ILUwUJJJEsSbBxBjbOTzespLGjEIsrSGe9S5KOF9MbLGWHU7NpvI9F1UqGjD8eRR5Feu5w5/Db999R5cvI8KPhMBz5t7c1vxtigAFEVEqXLOVXMnLO9JsHrGdyZSk67gpTnyCiG+UXWlFT/r0VR0kCFhbBDtb9A56S9WUyh7eds9B9ijkyX6mtc5lnT6Lw4h49Z0ibQUiPldrZDv+Zr0a3Zy8eBKLhIZI5GZJ2K3203Ub1zOL9eSkiQorkr1aFbwDiMWLF/Pbb7/x+uuv89e//pVgMMiVV14JdD5iN210wiGUeq6hobF99oZGaTQaOfHEE1m2bBmXX3559Lwyy5YtY+TIkWn3Of3001m2bBl33nmn+t7SpUs5/fTTASgrKyM/P59ly5apgpPH4+GLL77gr3/96x67lk4JUMm59gsWLEhrkqWhsbvoMPLGOohpxi4URwf4V1su5RH/crr8P3vnHR5Vlf7xz52SmUxNAikkISGh6Lqrgp2liIsgokhTVl1ddW2o2Njfrm1FxV7WtcAu9rWhgjQbCDZQV1ZXwbYsEBISQkiBJNOSTKbc3x9TMj0zSSABzud58jzM3Dv3nntnOPec73nf7+ttiaq204qSS03n8Ij9487T6pr3UVdTSa6ziYWuNT4hwbqWXNlG7bZt7Pi+oqNaUaIIn8DkY9tW5qRP5Ed1LheYZ7DcsYp+gwb1fvh+Al+nSKEtJY+s3iDiWlySgpX+lJAWlGxR9udYTx1q4HbHl8w2TeblltWYikto2lkZJhoVuZtR4WWoZOflmUP45frXaa9Q8FvLsdwmtSArvMiyzKXOH7jYNJWlre+RNXQY5ep+iX+rh/Bk5amnnopZ/lUgOKDETCnO8L0OLg5Gvk7cd31VsY91msE84wqP6PECexU6fvp5D+5NGxlpW40r3UDtLX+nxCAFnw1BUcwuk/fwtahb7VxpPJOtrv4st75NnteBB4nfG88JCtpLW9/DfPFjmNtbeajNxKZdzRxXlEmu5gSfyNUTkZRtLbj/cjXYrbxpnsFWZT8ulzRkyE6spPGy9lgudv5MhuwME6E8QKOkY77mFJ52r6MoJMXZhcSD6SO5s/VfQWPxh9JH8n+tG1Ej86jjY6ySFpPcFuHHFz4YrVXomW2czALbmmDKZI3SSIHH582nw8OxnoaoS1IjU+SxUL27npK8DCD+4kmtQh8lKl2sO4d3c/8bJvzFSvHvU2n0grgMHDiQefPmMW/ePNatW8dLL72ESqVi6tSpnHvuucycOZPjjz++t5spEAgOAQ5UkNzcuXO55JJLOOGEEzjppJN44okncDgcXHbZZQD8/ve/p6CgIKjP3HjjjZx66qn89a9/5ayzzuLNN9/kP//5D88++yzgE+Rvuukm7rvvPoYOHUpJSQl33nkn+fn5QZFrf9ClKngCwYEiXmWj+frR1CiNvPNzPdXn30zuLffy2tW/ZghWVMhUK4xcaJxKi39Yuw8t5apMLjZNpSHNjHZQKet3Oagqr6Zyxy4++29NsKpbeauC6bqpYRWIimUbLiSuSR/P75ZuD1Yrci24zxd5EwuVGvXsW8gqLeG5Nl/VnBqlkSvSJ9C0cyeuRQ/H/2xPEqd6HZbGqIo/YRWHQqr0pVL5qVeIqF5U6m4i0+tbzW9Ei0NKo0HSUy0Z2KbqF/xdNHrg3IhqU8WyjUqFiRn6qRT2N+HcWU52u4WXbO/xvHY4sixTKNs5Wm7itWtPDVZeqrS6Yv5WU62ydbBxuPg/CQ5PRpb0Y4JzR1REjxJ42/I2q5rf4gXb+6jwomq1Me/xt8KfDQFRzNuMutWOCi/P2j5gvLOcHH+0rheZfcr0jiqkg4fgemMRdQ/fya3PfcLf1m3nlmc/pu7hO3vuuVFfA3YrKrwssSxjmvN/GPxikxEX5x9h4FrDmVHxSgrgHfUQ/ub4KCo6ao5xEm+mH02jpEUGvlHm8aJuBLPMM3GjwKs3c7FxCvWKSNEm/EhuWWKfQscF5hlUKkzBKKcC2U6tFD/lzYXETcaJeE2ZweeeAmIunkRGsMw1TqBKlcGms64LVhF8cMbRvvZIyrB9RRW8g48JEyawePFiampquP7661m9ejUnn3xybzdLIBAcIni9Xf9Lhd/+9rc89thjzJs3j+HDh7N582bWrFkTzEarqqpiz549wf1//etfs3jxYp599lmOPfZY3n77bVauXMmvfvWr4D5//vOfuf7667nqqqs48cQTsdvtrFmzJizrraeR5BRKGCmVSmpra4OV74xGIz/88AMlJYfqun58Aia0FoslpWoagtQob7Bz6cOrWGxdSaG3ozKZG4nzTdP5T1pBR9TO4CEgQWNZGdNjmI1unnQ1w1f/A3dFGefppnBb61cc5d6LwuvhZ3UOD+h+zVut79OSW8zpLaM5xl0X5R8UmUpXp8kk9/4F8VOrmvdRd8cccp1NqX+2JwiJDJoeEeWkHVTKlLqjeNXqE5ZCr/EC8wxev2VKh6l2iOnrFZ2ZvvYC5Q12LnrkvaChb4BqycA1psk807KWfFcz1Qojf9b/hudt7/s8QCQD0zNncZxrT1j6x+XGyXysGczlpxQw7sOFjHRVh0XVuZDYqC6k8K5Hgyvt8doQdj/72Gp5T/RjCoWC2trawyoCSvT/hxE/f4v8tzuCET3PaDs8oEKRgdv145jd+l3M/n391nqeePadqAIHLmCW+VwmTBrF2YONyLLM7n02Sl++lzxnE1UKEzfvh+dG/PZIzDLP5C/Th3PsP+ehwosLiec0x3KNM/y6IyvmVUsGZmWci9bbztuOVbgGDmbJiZcyvCTbl6Ko0VI3/0/B52GkUXyoMfyetAzOMcygyGOJilyKTLMPpVJhYvcVd3Piv96kcft2rtBOYIFtDcVea7DSaYHHRkGE2XrMfrq3n9/7mUO5Hxs/fjzXXXcdM2bMiLm9oaGBwYMHY7VaY27vFJGCd3gjTMkPPbq5mGqzdb5PPIzGbp36oCTlFLxQs9m2tjZmz56NXh8+qRJms4KeolThYK3lDbSym90KI/P0Y3jGthoVMkusy7nGeCa327/wpceVlVF+6Z0UTjXxJlDepqA4x0y2ahIYTJza3Ehb2U+YvS5es6xEoZCCA9lMVxXvW3aRjofq6nKOMB3JU1H+QVLKqVWdphCGfjZJP6aUSFC9Ll6p70B02XvfVfL771+nvaKMS3XnsEf5a47UDuP51nVQUEzr5beSq+09o/FQ4qVZ3Gg6gx/VuWHVphbbVgW3S5LEca49Uf4li2yrmaWYyTv/cvAHT3NUSmesVI+DwvNrP3Dffffx9ddfc/bZZwffe+WVV7jrrrtwOBxMmzaNp59++rCr8CE4RCgegiwpQPZylb8K3rfq/KAnVAAJeNDxGRC7f99c3cwm9QDu0o/lAcf64Ofu0p/KT6ocHtnwApqVu4MLBSO041niXEbRfkrnjd+esWxSD2CjLY3hBhNuu5VZ5hlsUg9AIUnMbtsUds2h3ouFsp3lzUtwS0qyvA7qanZx/Um5fpEm2vg80ig+1BheN6iU9DpXVORSntfBbslAg1LHse76sO/AhUSV0kxxZnrwubegfTV1SgP5XhtqZPI9NhSSDDK0oOIy05T4qfkRHl59ocKrIDk+/fRT1q9fzx133BFVwQ58vikOx6EZlSw4AAjxSRCB+EmkRkoC1CWXXBL2+qKLLurRxggEUbjcqP2VeRReD82KdPahIZe2MNPSQHrcpuUVwQifUcHIHN9gstLSjgotBbjIp4XQStDakBdKZJ63vR8Up2olHW5JGRaBBcn5QHRq3h34bAp+TKnQWfW6WKW+A+LLKx85mNG8jQKvjTXtbwQH6nleK3U1UKL19JnV3848qhJ5gIT+hm7Xj+MBx2eokVliWcZs42QU3mjT3ECqx1xTZsebh+lkZcOGDSiVyqAA9eOPP3L55Zdz6aWX8otf/IJHH32U/Px8UbJacHCiUuPVGZEcVvYqfOlfWd7WhB+J9WwYXpjBCNce7nFsCNv3HscGahUGDLZqctubwxYK1ESnifWU91D89qxniyqbHdYCNl75KKPsZUxq7g9r/83lEWmIMnCPYSw/q3JY6vfcy5NbQI4jlnViFB9mDO9xs3TeTUFB/zb9abxiewcVMirZQ3+3IxiV1owGm0JDkdfKMKy0KVRMD3nuFbt9z+5Khcnn25f1Iw3VFczUnUOVKiN+Px2jvb1d4VWQPP/4xz/4v//7P3744Qdee+21qMVygUAgEPQOKQlQL7300v5qh0AQk0qHF5VCT4HXzgBaolLiAqiRecK2Nrzy2LatYZXH/rVP5mnzTJZblsYN4a9V6BngdRAY9wdSCnK99qhUhWQMuJM2704QqdSdCmqJBLDIUt+h6RAB8SWQoavDHawe1BdNtRNFHy13rOKK9AmdeoDMMU7iQ80QylT9gt/1C7b3Y54v8Hurto4F/KXND9PJyvfff899990XfP3mm29y8skn89xzzwE+I9i77rpLCFCCvkWyEaf1NeCwofT3i/8IqQ4nAy9pjuYy549hkTixng2nplsZZVmOyp9udpd+LPc4NqBG5lnbai4zncV97vVhCwUupJSfOcle9+C2Opb62+NG4kHtSP7S9i/UwBLL20z5RkXF125OtizninQdl7c6Itq+HjXwd9tqpmT8lhuMExMvsgRIyiheHxUt5ZIU1El6CmQ7Rpw4JTWy7IvCskpp3K0fw3O21fTXSHzRIsd97lWpMtgy7QbG5Wt4OZl+OmZ7hZBxMDB16lRGjx7N1KlTOeWUU1i1ahWlpaW93SyBQHAIIiKgUkOYkAv6NP/aJ3Ox8Rz2El4xzhPhwCFDh4m03+thm2zky90tUFVG+Z4mttb6VkEVcoJeIkKUuNF0Bi5JwcKWj1AjU5WiAXey5t3lLk208bn/M9N1U6lwd80ILpEAlu51+Up9azK5wDyDjzWDmWWeGZz0vGB7n8IYpq990lQ7EH3kv5Zv1flBQ99+JYN4sW1d2HdQLRnCqhqBrzpevsfGJvUAZhsnh21zR/zeAqke+blZ4Qbvze0AlGSkcdoROb4JS0a/Q1Z8AmhqagqaHwKsX7+eM888M/j6xBNPZNeuXb3RNIEgNv6I07o75nDRI+9x2UvfxC0ssb7VxHnmGcF+8YYQ8en+9F8z3lUZfN2Ehqp4z4acfCSDCTcKZplnsjj9mKA5tyvdwLeq/KgCBmrk2M8N7OH9Tm1z8DkXVmgi0qw85Lp//8omGiUtbiQaSOd0987gc1UFjHRWs8TyNiq8eFvttKq0uFBwr24UH6uKsUsaZMBGGi5ZwcKINOZuG3UHBH2/Ifjcc0/hvIxzqVYY0eEl02+Y7kLiAcNo7nZ8jgov+1wSg3RS3OdevsdGcY7ZJyr11x82/fThyi9+8Qu++eYbBg4cyIknnshHH33U200SCASHIAfKhPxQIaUIKIHgQKNqb2WpdTlZhIs8SmQ8SNygn8gTjrVRqQpqZIrczex5+i7c7lp2qwtYa/gNy5vfJkeOTp+oJx2PpGCAHC6qPG5bx8WmqSgHDqKhuoKL/CH7F5umsqzlHbSDSvmsxkmx29Gxeg7BlfWqBicjBpXSUFHGxQnC/ZNO1UuRRJFBS1vfw3zZE5hVKl53a3nn+938bR3MNk4Oj/yRJEJvb4+swvcEkREM599MSfteXk/rz87QVA5tOpmLHg5bSZf81xTpARKIlprn+DzsVCpkdiuM3GCcGLx/w7CS9eZfqavY2aNpkwcbubm5VFRUMHDgQNrb2/nuu+/CPDdsNhtq9aF/HwQHESlEnMbzSnpaexwv64ZzRtpe0loV/Fk7hm9V+WTIzvD+PaSf2nX5IwyWrdzi0fBNg4vhJSeh0oyjSjLT/8m1PGn9MKyZbiT+aDg9KKgHim24Xl1AY1kZF/l9lF60vstA1252qwu4yjSFAR5bsPjGprOuozjH7Hs+edzB637J9R43GSbwmG0d+bTgQc2Vxsk8Z/sAFTJ3tX4B+Lr+x9JH8mr6Mfy29SfuafmCO/kSCdlfMc/JEuty+slt/jZDvULfde+7OJFplQYVNUojN0ZEWqmRg2nUgejcNyWJlS2ryInx3FvZsoqcQ9SPTxAbs9nM+++/z2233cbkyZN5+OGHufDCC3u7WQKB4BDicBWSusphLUD97W9/4/nnn0eWZU4//XSefPJJUVK8jzFKsZcsuS2q4hCAApkmpZZrjWdGGcLKwOvaX/Gn1o2okDnFVc0oZxU5foHJDfyoyuVodz0qZAy0Y5W0flFCyc+qbIa76yj2WnnVuoqrvRN4jgrezf2vr5remmdor4ApdUdR9cqmmJX4LgpW4juKZZTxbu5/g5OByHD/pFP1UqUzX6KMLFCpKQGmHJPPW2u+ixJf8ryOKPGl1021E3hmFQ4dRklQ/PG1LzQ1rrLeguH972moKIvyAOk3aBAv7lwXnLj82TCel6zvosONLMtUKc0d92/QIJoqdvZ42uTBxuTJk7n11lt5+OGHWblyJTqdjjFjxgS3//DDDwwePLgXWygQhJNKcYh4XknXtG3iU00pzitvY0BeGvNjpXNB3H7q+KHDUP/mL6DKpnRvHWutb6KVXVRLBm40ncGTljUU4uA127t8d+XDDCgtDnoj1c27KdjvzNeP5hR/lc5TXNWc5qzgCfs6X5XPbVv5U8MXqGVvsPLpeeln86prVVhBhkqFiQuM06lRGpnnDRfaJODW1q/IlFuD1f9UyNhRY8CFGoLikwzYJA0XG6eyuG116t53Cfr1EYNKKXIfFZ1KHUJgwabC4WWUWsbtVHCTcSKb1AO4yTiRpZbl9FPLoA2PqN4vBUAEvUrkWF6SJB566CGGDx/OFVdcwSeffNJLLRMIBIciQoBKjcNWgGpoaGDBggX8/PPPqNVqxo4dy8aNGxk5cmRvN00QQpUqkywktBERTgBOJE44spCZ/3k1SqCSgNtbvwJ8q8hqZB5t+TT4+nzTdL5X53Gkey8vtH6IPKAInUZNw84dXKU9nSfs64KloesUep6yryPba6VuZzmnmtup21lObruFV92rwoSHhrJtAOS2W8JEicBnx+VrIENPpHCz3yqopeBLFNmGhOJLZxOL/T2gT9UzK9LHY9jdYLdGe4BEREvVKI1MyriAZS3vYCwZwqNnjQ4KiOWtCi56/MPkKhwewtx7773MmDGDU089FYPBwMsvv0xaWlpw+4svvsjEiRN7sYUCQTjxIk4DFUDf+X435xxbQImqjVPTmuJ6Ny21LEelGwcZA2J7BDXvS66fCnmABSbOkkLhK5Qhwa8H94N+vudGeYM9TDx7wfYB0OEX9ax9ddixijyWTiufBoSbWEKb7GsCs/0G5DIwP30Ut7f+K+Zz1yC3c+7wXHKnLEi9v4/o1/9sGM9fbevIle3UlW/nbamMHK+VKoWJ+/WjWGBbE9Mjq0SvYF875OIN84ZU4aWuHXLbWkHrTy3fTwVABL2LLEePGQHOP/98jjzySKZNm3ZgGyQQCA5phACVGoetAAXgdrtpa/Ot3LlcLnJycnq5RYIgfgHj4+oWBkta1HIrypDNHsAmaXFmZfu8ePwllmNhkTTBFVqARrRc3baJ/026nrOPG0+OampY6tzN9V4ueM7IGxbfAP8k9x6gQ1h4qM3MrXEry00H4A13iqJEdyuodSb4JGOiGqMN8cSXhBOLAzCgTyWCISYJ7kkswS5bNQkMJsYF262nsq4+6UnsobyS3r9/fzZs2IDFYsFgMKBUKsO2L126FIPB0EutEwiiiRdxGqgA+rd18Naa73x9VmkpCoMJt93KLPMMNqkHsEWVzVLLciSDCXLy456n036qTUlJ8z7W75W403Q+i60rKfTagvtVK4xcaJrGy7Ih2J/FE88iUwQDVT6TqXz6uG0dd+pP5UXb+zGFtlCe0Q7nJf1xtCjSeMjxaVTk8V/04yguHNyl6M/I+xUofFEtGbhQP5X7HZ+RhY0ahYE7HF8GF4k2qfLI8zqCCzZt8iim66fFfg7rp4U/H/ZTARBB7/Lpp5+SlZUVc9vw4cP59ttvef/92EVGInE6nTidzrD3NGlpaDSabrdTIBAIDkf6rAC1YcMGHn30Ub799lv27NnDihUrolYsFi5cyKOPPkptbS3HHnssTz/9NCeddFJSx8/Ozub//u//KCoqQqVSMXv2bJEm0lcIETA2aidwOQqUEbsoAQ8KBkmtDJNsQYPwWKuioeITQA6t/MLVwBFDTBT1j4hGyuiHJ46wEFgl3rSrKeH2wL9T8nLqTgW1nhJ84rQhlviSkAMwoN9fnllA0oJdcZaOIndzlG/LM7bVnC9ND5/EHgYr6WazOeb78SYBAkFvERntGasC6DzH574+q7yc3Dv/Cu2tzHWa+a6qieOKfN5N5OR3RNLEIFE/1aDQkf7CQ9TVVHKbbio1qgzu1Y8O+hkB3GicSJUqI6w/iyeeRUYuRRbUCFQ+fde+nLwYkbaPtW1A0htwO+xBoc3obefW1q/CRKar2zZTJ+m5I04E1H2Oz1jacBw0Z6YcAVvZ2EKzpOHJ9BN43NGRIqXFzUCPlSJ3Myq8DJJaUBQOpLauhiu0E9iq6k+2tyXY137pVCb9fOj2YoagT3Lqqacm3N6vXz9+//vfJ3WsBx98MMzXEOCuefNEZVeBQBBEREClRp8VoBwOB8ceeyx/+MMfmDFjRtT2t956i7lz57Jo0SJOPvlknnjiCc444wy2bt0ajGQaPnw4brc76rNr164lPT2d9957j507d5Kens6ZZ57Jhg0bGDt2bMz2RK6AWK3WHrpSQRQhAsYzzvfoT0vM3frJDl7/VzmFspF+WKNWRX9SZnO0pwFVjMioRF5fnfkxjRiYmXB74N+xtiX0cupqueeeFHx6oOT0fh3Q+yO9FNCznlmJIsggxFTeSqnWiyzL1NU3sdbyBlrZzW7JwDzDWJ7xG/gusS7nGuOZ3O740vc9bNsqVtIFgr5CjGjPWYqZLLEsC1YAhZA+S5VBSV4BY4AxQ7P9B8mOe/gAiZ4lc4yToKYy2G8/4F88idwvsj9LJJ65kJhtnMw99vUUyvaoY11mPJsstYy7PYY3kkZCefffwdrEXKeZ+n9/xYzPvgpW+JPxlU2WgHmtX8a8Xl9VPDWnb1tH3foXQ3wQm2ObokcIUsU6ic+bXiYrYtGov9zG66F+VYZpvH7VJEq0Hp6OsWBT1ORM+vmwXxczBIcEt912G3Pnzg17TxOSZi4QRKFQCEXiMEN83anRZwWoM888M6yUdySPP/44V155JZdddhkAixYt4v333+fFF1/k1ltvBWDz5s1xP7906VKGDBkSXJ0/66yz2LhxY1wBKtYKiGD/UO7ScIX2TF5zriQ/jvgEoEDC7G2nyNWECi/FkoPW7AHsafJVJPpBmcsC+4eM9Bu0BqhV6Pmvqj/qNgVFoQf0ixBKawvLHCsZ4LVSrTDyR8PpwSppK1pWkas9Ia5f0yqHL2Ugu6e9nDq5X31pBXe/DehDIr0e007gDdsair3WmCkYKd3nRBFkIabyl6afzZ0tX6B070WWZVzKjKDPRJbcSitq3ChR4UEBwUgGFxLbZCMtbUqxki4Q9AUioj3jVQDdn1VIn2tdxxXpE1jo8vVjof3FHOMkbnd8Gbs/ixDPGhQ6NqoLGenazUZ1AVtU/eNW+Xyr9X0sskx2PG8kgKIhjAEYcCrez58Fj5trDJP4Q9v3nOjeg0SYZRVe4G7dWO5s+Rw1MibasdTspF+7NejjFPASjDRFj4wMLbVWIfuLjsj40v0CxudR34mlnZK8nJiLJaVqa9KeivutAIjgkEGj0USn28XxmBIIAJ8aIUSowwrxVaeGorcb0BXa29v59ttvOf3004PvKRQKTj/9dL766qukjjFw4ED+9a9/0dbWhsfj4bPPPuOII46Iu/9tt92GxWIJ/u3atavb1yGIza7aRt60riSH1rj7uAElMq/bVlGMHTcS16eP5wz3eK5Kn8hf2zbwrn4j96X/mr2SNuyzXhkeTB9JcU5IypBfhKi7Yw4X/2MDP5HJboURZJkr2jZzsWkqdZpMnx9TTr5vAqDJ5ALzjGCJ7DpNJhlDhpERZ1vW0GG+6jvN+yhvsPPp1noq9jqgeZ9P/OoioYJPKKGTp/2C2xXzWopN6rgD+nyPjUHmtK7dg5BIrwXW1dQp9EHj3Vyvg2uNkzruczKeWf42fPl9Bfv8x33TspyT26tZ0vw2uc4mGrdvpWn7NnKdTSy2rOBodz0FXhuFsp1hnkaa8Q1K0/Gw2LYKLZ6oU6mRKfZYqNldn9LtFQgE+5FAtGd/PVOOySffY4uqABrss7pbhTTG84CCYraq+kf123OMk/hQMyT8uRHanwXEs/sX8PotU3j2D6dQeNejqOY9ReFdj/LAZadiGDqMhjQzkzIu4N9phcFjpZUMYaZ+KpUKU3Cxotgv0kzXT6PCHfKsNJhR/PV1pJvvx/jLY8j1OmJWo61Dx2rtEGaZZ+JGgVdvZlb62cFzvGVdgQ5fJHrAFP0Ny3J//7oN7B3R5BukAXyjGhBmfB55zqS+kwT3PfJ+BkTCwH2YaZ4ZbPuKllW+SC2BQCBIFaFIHFZ4vV3/OxzpsxFQidi7dy8ej4fc3Nyw93Nzc/nf//6X1DFOOeUUJk+ezIgRI1AoFIwfP55zzjkn7v4xV0AE+4XBXgtZcmvM1Dk34EaBlvD/sSpkXrWu4lLTOTxu/4gcr422ajvvSP9DI7vZrTByg3EiT9nWUuC18YFtKVrpDIKryiHixquuVcHqO4WyHSUqXrv2VHKzJgVTBhL6NUHsbdp0XIse6nFz7m6t4Ha1Wl2CqKGBgwaxsmUnObFWnx0ryXrte+oqdqZ8DyIjvYrdNsAf6WWewcNXjSc3e2rKbW9Q6BiT9muecX5AUYjx7W7JwHmGGeR67SxpX+ZLaQn5SebJvui8WkkX/Dd0VI0KfW30OqNLfwsEgj5Bb1QhLW9VkP34h1H99u2OL/lRlevvzxJ7AAYrfanUoM2kxKCnJC8jbpXPz2qcVL2yKfnoVIMZfnk8JziquO+/o3nW9kFU3zbPOI4Rvyrh4pGDUGnGsd6Sxo7Xf4w6R0xT9IgI3U177CwwT+cPLZu4rbVjMbFJ0jDbOJlHbB8FnyNllccBcYo8pOKp2N0CIAKBQCA47DlchaSuclAKUD3F/fffz/3339/bzRBEsMutQUU6eTHS76ykYSJ2pEw6nqB4ANBIGv38+wYG6mGleUP+Ga/6TrBqjikTMkIG5p15JcXalmxJ7hTp8uSpO+bliXynKmSySkuoqyB6QD9oEE0VO7t0DzpL7XN75fj3L0Ro21NVw+Dt28lzNvFm+zJqlQZGuGujqj31k1sZ6LHwiP3juBUWAfCnuwRfRm4GMnCi27Udfjkw/nEEAkHv0JMiRExRH0oy0sKeB6XsS9xvZ0+I3Z/F6LdjeyxFn7PIZe/SYkVJWx1/t62O2bf93baaTYNGctLQbCCbgQ2xzxHLFL1GaaSy3kKJqo1ylwYJiV+56/lT68awfQ2yEy8SdUoDRW4byvY2rnzrZzLkBEUekvUz7E4BEIFAIBAIBClzUApQ/fv3R6lUUldXF/Z+XV0deXl5vdQqQU/xXX0bgyVwy9E/0CzakzpGraTj3IxZqGQPiy0rKJTtHaWtJQMXmqbzMp2Xtk7KAyTJKKL95tXU1clTMublBlPMaytvVcS/Fv00Xr/IZxAba9X/osc/7NI96HKkV4wJ2wjteJY4l1Ek2yjyR1JFRi5pQwRNN1LMiDyAPK+D3Qojcw2n87J1JdqI/WTge2UOOzJLGBHn2gQCQS/SUyJEKqJ+D/XbKXksdXGxon/JIKyShiy/P1MAGbBKGrJLO3rtWOd40vphTFP0i01TGfH+Qup2lnORbiomuY33LMtQIeMFmtGQhRM18IZ1OSAhAWacjHRVd1Qq7G511R4oviEQCARxEX5Qhzzi602Ng1KASktL4/jjj+fjjz9m2rRpAHi9Xj7++GPmzJnTu40TdJvjcrR4ZDnhj3OfpKVfSKUcD6AM3cFf5a5KlcGNpjPCRKUbTWckXdo6KG4EfIsiRaYU0ur2mzm3So169i3k1tfwUJuZTbuaOL7ASK5nKOWmIip3NMUUxToVxNqUFP4z9mRKl19Mg+LX8a8ljkFsZV19l+9BlyO94ghtkVFNkROr0NcqZFpRYJHSyZN9nlptgBrf707h9WBRaGiWdMHtocfNkttoatgLwoZcIOib9IQIkUpF0i6KXvGidcHnsVTqbuKvtnXkynb2bNuKq6qOoqx03zG7KHqVGhXUqTRIrraovtet0lBiCOktI87hkhRxTdGXtbxDewXktlt4w7Wc2/SnBQ9Th44rzWfzvO198rwO/3hADvr+RVUqPMDFNgQCgSBphCn5IY/4alOjzwpQdrudsrKy4OuKigo2b95MVlYWRUVFzJ07l0suuYQTTjiBk046iSeeeAKHwxGsiic4eBmocpJNYuNPs+wMe62M2J7ndbDUsoyrjWcmJSrtqaphecsq8rxWqhQmbk7Wt2jQIJp2JpdStt+q7bhdQRHsVr+n0YvWd3G7drNbXcBVpilke1uiRLHOBLGa3fXo4kymanfDEenDUr6Wbt2DLk6e4gltgYlMLGKZ7arxUqvQ09/jmwypgAZ05NGCmXayPK1kyNG/Wxmf/8kvhhTGvzaBQHDQk3KUayLRK05kbVWDM2a/HfBYCghS1ZKBWfpp8I8vwvr+LkV6GUxkHXFkcn1vhLBWWW/B8P73NFSUMVN3DlWqjOBntYNKmVJ3FK+6fSbgi22rAKhBx7mZs6hRGrnOOCnsOu/Sj+UBx/rg624v4AgEAsGBQCgUhzTi602NPitA/ec//+G00zpWw+bOnQvAJZdcwj//+U9++9vf0tDQwLx586itrWX48OGsWbMmyphccPCxQ2EmTUqPMiKXAQtp6HGh9q+E3q4bx8Mtn6IAXMBs41ncY19PoWynn9zKP1s/pH8SZtgNCh0veg30x0Kl0swPqtykfItqKwgrpZ1owrHfjG4jVt3n60dziqsaFTKnuKoZ214ZM1Uhnhj0pPVDZmWcy3fNEn/STWWJa1nUtc1Jn8DzbevIS/FaunUPuhgxEE9oUyNTqTDxgH4UC2yr6SzJRgUM93RUsqtTGPiL/lSes32ADndw8gS+lL15+rHc49iAGpnj3LWodPupGqFAINi/JJlm3a0o17YWqK9hfauJHyr3Mus/r6CqLufK9LPZoe4XXPQYMaiUIvdRnXosqSSZAV5b7AWRVCO9VGrUV8wlt7KMG1uy+ap8H6MG9yc3fSgUD4nue90usDZR1Wri+z12VFPmMNpTw8vmYnY6vJ2aol9vPjO40BN5nfc4NoS97vYCjkAgEAgE3UQIUKnRZwWocePGhRtGx2DOnDki5e4QZGBeFuebpvGaZSX5IUbk9Wi52DSVO1v/xUhXNRtVBbyvHcbU9u2c4t7NRnUhG9KKmZVxLqscK8gYPASzQkFdWVlSZthF7mZUeBkq2fnnrCPJLy7o3LdIPzXmhGO+fjQ1SiPvfL+bc44tCKbrZQ0eQkPZNi7QTw+2Z5VjBVmDh3S52k7kqvsLtg8AOk1ViBSDAl4ihbKdJc1vM/1DBWpAJXvCzjfXOIH/qfpDfjF1NTGMxhP5l3TX7LcLaTLxhDYXEvfox3CX43PU/teblbn80rM3WDY8QGSKpxuJ+fox3O34PMobyg2cZ57JJvUAtqiyWWpZhqQ3QU5+4msTCAR9jxR8nboc4dnWgvvWP4DdyhPmGVQrTZzXvJ1+Xgdr29/g98ZzeMDxKbleKw0VZSyjjOxOPJbyvI4w38NZuqncsM3ByaXa5CqdRrbvL1eD3cqb5hlsUg+g8utvmW5ZjmQwoXzoRdDqYl7LJvUARrj2cIplOUUGEyXBfRObos8xTuK5kEWO+frRLLKtDi4+zTZOZp7j8+4v4AgEAoFA0E2EAJUafVaAEhy+lKqdvNm2mhxaqJSM1Cv0DPfUkksbz9tXc4NhAi/QzDEl2fz97JMpyDoNVfteCtP686ylnUH99GQHomIgbgnsRKLS68UFfoHD51vUoNAxXz8mKOYAzNePoUERe8KxyLaaWYqZ/G0dvLXGX6ln8BAgTg8VK+crSeKtuneaqhDDq6NJkY7OayNLbgt6ieTJ4dUIA5Op1stvjWk0nnBi0wsVh2JGXVnXUizbeKDtSxSFA6mtq+EK7QS2qvpzrKuWN60roqLvwi4DmWdsq4FYqXwdX2adwoAlzYipeChKUU1JIDj4SMHXKW5f47Wy3LGKHZXHAQXRAlB9DditqPCyxLKMu/Rj6ef1RUwqkXndH11ZqTBxse4c3s39L3U7y+N6LD1p+zCs31ZJvv7p1uU/Jl/pNJQY7bvHsQEVMm67FarLIU3L+lYTu378ifMT7VtfA0VD4t8vf0Ts861rw6qpNih0bFQXMtK1m43qAjakFXOBKrtrlQoFAoGgNxF+UILDHCFACfoe2nSy1DJup4J7DGODESoyYPQ6ecq+jn5eG3WVOxmXr4GMDCDDFxUTLIIYshIaI2ImFTPsYpOaF63vcoqrOqyZi2wf8K1qACWKluAAOnSVdollWXCVNtdrpaFsGwDZ7RbecHdMZLK9VurKyshtbgSVqtM0j0jirbp3mqoQIQZtLN/HeUt9k4bCEC8RgN0KIzcYJ4any2kndM20tztmv0mmwoQRK+oqYyYrWlbRb+gw1LNvgbZWnnZrqanczeAX30CFTJXCxD360SyyfZAwPS+Qyhfvu+/ntVK3Y0f3qjQJBIJeISVfp4i+pkGho0qVQYHLwXbZwNVv/cxgzxc817oOCoqDIv4Gu45/GM/hFdtK1MjBhQM34YO0ucYJVKky2HTWdYzL13R4LL23iX0VZUzXT8MtKfFIyjDVPOCJGOjDU60ct77VxBPmGSyxLAtrnwuJ3xvP4cUn56NutQcjnn7Un8pDjk+j9p1lnsFcp5kxce5XZESsevYt5La1BhcrCs1joxab9ufihUAgEOwXhPh0yCG+0tQQApSgbxDif7FteyVnO2UG4OVux+fcrx/FAtsa1Mhk4iTT6+x25ZtUUiVKXfsocu1G5Q/9vyvE2+cE9x7kIb+kbpcUHEDPUswMDtTD0t/00wF4wx09kbk4/WzeffFJ2nfu4CJ/el6+x+ZLJRw6DPX18+IOsCNXkVNKVQgRg3buc1CjNHKjcWKYKFcv6TjPPJMGhY45xkm80PohDCiiok1JSfO+Azf4T6XEeSjJRF1pdT5BLKMEl39CdL5uKiDjRokaD60o+aPhdJ6yrw2LjnIhcZNxIpvUA+J/96JKk0BwUJKSr1NEX9MhaHspdjfzT+s7jHDX+kTrSg/XP7qcF9rWMSAjj6fsO1EgEaocRRbXCDyfinPMkKH391lpuNQqmiUFZtnJAusaCrw23EhsUuaS77VTINsp8NqC7a9Bx7m6qZyxoZbf/MLLGI3FlyIcSKOLYHN1M5vUA6Kiau/Sj6VJqUVls0dFPEUG9d6lH8sm9QC+q2pizNDsmPdr5z4Hg8xp5LafQLm6H5WV9uAiQ8ngTH//nmCxSSDYDzidTpzO8MI3mrQ0NBpNL7VIIBD0NYQAlRqK3m6AQBDwjHDPv4Ennn2H+7+oZ552FDJQ5LXyjF9MCSV08N8VAqJNsV+0mWmeSaXCFBRpSlQd1czK1f34Sl0QTLV6wLE+KO58pS6k+qJbyb1/Aa/fMoWbJwzlJ1UOtxh+E3a+QLpeYCITeS1uSYFm+49kt1tYalnG8a4allqWkd1uwbNlM1ga419MYBVZk8kF5hlsSBvERnUhbhRBX6wLzDOo02QmTFWIJ8plyi0UeKz83baaRbbVeNpd/LjbwiWPvU/dHXNwLbjPF5m0P3C7fJUKG+x8+X0F+/ypMG9alnO8q4Y3LMvJdTbRuH0b2K1xP/vpjiYq3D7vk9MGZ/omjBn9ogWrwITI/30+cNmpuIYdy740ExeapnFLy1e+VBIkvlHmUSUZUSPzj9aPuWN0DpvUA5htnBx2yMBvdWP5Pmjet//ulUAg6HGKs3QMdu3jaduasPeftq1hsGtftK9TQNTvr2dAUT4zdFOpVJgokm2c5N4TfHY8oB/FQtsacp1NZOzbRZbchjLiOReQo+Yaxsd9PmG30lhWRna7hQXW1dQp9LiQUCGTI7dwtWkytVK4sJRDK7leOy/9ayePL1qFe/4NeG79g28hKAbDCzMY4doTFVV7j2MD6bKbWeYZUc/HyLTlexwbGOHaw3FFmXHv12mDMyl883HqHr6Tix7/kMte+obfPfzu/n/OCAQJePDBBzGbzWF/Dz74YG83SyAQ9CG83q7/HY6ICChB71NfA3YLKn/qUrwV1FCSrnwTL2VLm560GXal1cVVpimMbd8ZNPgGuEV/Gu9qj2TO1sag0fiUYZkc93bsdL2N6kLu0I+La7i6Fw2FuMJWqgH2yhq8FhdF8TIlYqwih6YqPNfYQqnWS5s8ii+dSoqb2ylRWaMilxJFUi22LqeJdHJoBUBy17PYupJcr426bVu7l16W4DtyLXooLOJphHY8S5zLKOosFaazaCl/2l3cVL7QFMFh94DdyuNtSjQv7KC2pjLoF5XtbQmm8o0/fggvrd/BPMfnYZcXqCr49NJ/8ZtUvVcEAkGvUuptZq3lDZTI1Cr0XGecxELbGvK9Dt/7nt8QLwonUQXOgIdcpcLEnemn8oLt3aiIJ/Cl4f1XlR33+RSZIljstgWPe4F5BkZvtLClQmapZVmwUmcsf6ZQTk23MsqyPGYU8BLLcqZkzIqKjpIgat+llrdRacYB2bFvdgp+WwLBgeK2224LVuIOoElL66XWCASCvsjhKiR1FSFACXqdDXYdWlUeJ/pXhwODWJlwb243EjcYJnJLy1fJVb5JQoQI9ZcIC/3f0RQUJYpNarK9LcxzfBF2+Icdn1KhyuJv65RBo/GBhQVx0/VGuqpZ6VhJltcWZbj6bMtarjRN5nnre2HmsbWSjlkZ53LDXi9FpeHXFi3a+NIxOnyVMihxuyh883Eat29nemdpazH8OEJTygLiE+Bro+ybYGyTjbS0KbuWXpboOxo0iKadO6MmI4mi4YLXnmgis20rWQvupbFiZ3KpfCGCFLfcC3YrT8dI5Su1W1nZsoocr5VqyYBKksnzOiiU7SxvXoJbUvoEOzGREggOHlrsSP4+p5/XwRHuvUGDcAkZWuxxPxovqjSUucYJbFH2p0nSkSW3hA3K3ECTpOOYEUdwzRnHxPQ7SpQimO5tZ43lTSR8qdTXmM7kOct7ZOFE1Zk/Uyg5+UgGE267lVl+nydfhc/luNMNZHpao6KjZOBZzQgWpx+DBwUPOT5FiQSmzFhnAFL02+oOXfESFBy2aDSa6HS7Tqp0CwQpIUzJD3rE15caQoAS9Dpby3cz0euIinjyraDCT6pcjnbXo0LmMfvHXGieyjNtn3Re+SaWCGFdS65so3bbNnb8XE1+sS9yqaTYgGvRQ9TFEEIGDhrEypad5CRhNF5bJbNTlcfxEWKaC4mvlfmcqLbjdimCnkE3GSey1LIck9JDKyrwVzPquAm+uxI21EnFCymVFeWISKp3vt/N39bBbOPksOp/oaiRKfJYqN5dT0leRnJfeGffkb99tRVwRfoEFrrWhE1GIqvOxYqGSzSRmZM+kecq1pGX7Cp7nMlKyWD/RMreRnmTk121DkYqPbiBm4wTqVfoedvyNjlya1Cwq5YMXJh+Ni8LPyiB4KBgfXsWC0wzWGxdjhpC+nS40DSDG9z9Yos2REeVPhDiZxgg0H/daJjAq7Z3iHgAcKNhAteeNCRYlTWSRH6Gf9OeGHydLbcwwbmDTJyRh4jtzxSKVofyoRehvoa5TjPfVTVxXNFJqDTjUDnbePXhPwcXXf6hHcH1bd8hAdc6v8OjkLim1ffaDaisTXHF95T8troqInXVS1AgEAj2F0K9EBxmCAFK0OuYcnK5Tz+aZ20fRIlQVknLQ7pf84RtLQNkBwpJ4qkrx5GrO60jUsmcRkn7Xt9rqys4EC1vVcQUIVxIXJM+np+W/I8j3b6KRIrcfOS63eS2N/Omazk3h4oSFXJYOeiERuOGaTQodFHperONZ7JFlc0y+0oG4OUJ29qg8KHCS6Nb4rX2VeR5wz2tAtWLPP1Hd7yZgqiU8opySLTPlGPyeWvNd1EpZaEEDLjnJljVTkTC9umnxk1fiYwgi4yGSzSR+VGdywxFgnviN1cvd2moarAy4v2FtFeUcanuHPYojRzp3uurYpU/kPQ0Fe07d3Cp7hxckoJPWhykAa9aV/KTKod+cohXC75y6He2fEFl/WkhkWoCgaCvsrm6mW/SCrhLf2qEAfepfJNWEF+0gbCo0jnaCUHxyYXEJlUeeR47xV4r79iWkeG2B/3l5uvGcGfL56iRedX2LirNBOKlrUWKXKH94p9d33KLbhwPt3yGBMxu2wxERxff49jAFlU2xxWdFP9GaHVQNIQxEHK92dDWEhUdtVtp5iHHp0jADa3fAoEoq5nRUVYhQlKtpY18j40nbWvDTh21yJCqiBRyjj1VNQzevp08Z1P0s15EpwoEAoGgCwgNMTWECbmg1ylpq+PvttUxPZ/6yW28ZV3BANlBtcLIZNN5mN/9Z9Ck9KoXN7L77v/DPf96ds//M9e98CU3PPgW9bdfi3fhvTQodMzXh69Pq5F5wvohr1tWsNyylLz2Jlp37+JWzShcSEF/oYBB+XT9NKovuiXMaDyR2XSsdD3fa4mZhulBM9nQc1ytm0Cm7FuZrpYMzDTPpFoy+O4BbRSZOgbT5S4N0/3GtpHHma6bSoVbG9w3VIiJ1dZEJu6hRu3VkoFaRbRgokbmCdtaFNamuMdJRGfti7WyHxC9vlXnxzVXTxQVkO+xxT1ng0JH+gsPUXfHHC565D3+9M8vsG/fRna7hTXNi1lsWR78zbgry2kp2+rf9gbHuOpR43sCpePlRHdtlPdKntfBUe69lGrFk0ogOBhIZMAd01Q7lJCiBk/9aQaa4lJqNZlMN5/HpaZzqFRl4EbBVtlEk6TFjUQD6Yxx7+IC03TcKJAMJl+FunhEFKEI7Rf3mvL4UDOEt9OGhX0k4M90u/7UYETpUstyXzW8VPFHR6nmPcXc2VMZWZrFW+m/4un048N2eyz9ZDapB7Dsu2oq9jp8BRnaWnAtuDfY3z7+9kaWWpZR6LXRgorfmqaHm69jh+Z9VFbWsnfbNnKdTSyxLOPk9ur4BSn8YlXgHL9bup1rtONjP+sjnp8CgUAgECRDXzQhb2xs5He/+x0mk4mMjAwuv/xy7Pb4tgGNjY1cf/31HHHEEaSnp1NUVMQNN9yAxRI+NpAkKervzTffTKltIgJK0Ov0LxmEVdKQJbeFiVCRq7Q3GidiU2ppqdjBgPZm3nAt5wHdKH7trkYBjHTt4nXrymC6nqHWwThjMX+PqF7kQqJYtgXNWgMVie52fB7fX8jSTkleTsLIoICZ+HNt68iLsRq9zLGScwwzYkbl/KTKpbn4KJQ1lczST/dFWWWcyyrHCjKGDIOMrOD+qaQpJBJiOjVxD1m9vzD9bO53fEZ/bwuqkHvkQqJKaaYwN8tXcS7FdIhE7Yt5L61rKZZt/KP1Y3ZceA/5xQUxfVESRQUsd6ziivQJcc9JTWVYdJns93rQ4eFEd23wuu81jOFO2wb/NjfP2H2mwh6kKOEpFFl4RwgEBw2JDLiXWpYnNtWGuB5yNZW7GfziElR4GSjbuNEwkcds68inBa/cxP9dfBqqfr/xiU9aXcLjq2ffQm59DQ+1mdi0q5njijLJ1ZzAl2UtrF/8F8y0h31EBlpR8qG6lFa9ikccn9Km0fODTcOoqrKOc7a1QH0N61tNbK72HXeMxhLdppDoKK9Xpm3rz1zT+l3YOW9t3Ui5KouVm+Dr/2yN6fP3Z8N4Mr0+r8FGSUu5KrPDfH3wEFyvLqCxrIwLdFNBP42lbp9Y9ZZ1BRAnsjdOxHBSXoICgUAgECRBX4yA+t3vfseePXtYt24dLpeLyy67jKuuuorFixfH3L+mpoaamhoee+wxjjrqKCorK5k9ezY1NTW8/fbbYfu+9NJLTJo0Kfg6IyMjpbZJspgNdQmr1YrZbMZisWAyJfAhEnRO8z7qb7+OnPbmoFjwpPVDCuVwlTZQ1QdgiX+VNBF70ZLhN1t1IQW9moq91rififQXCpzz4avGMyZb4RM67Fbq7phDrrMpStyoS8sgq7SExoqdUabf2kGlTKk7iletq8LaEDjH63+cRInWQ0WIwXUsEae8wc5Fj7zHG5blYceplgzMyjiXm2acxCm5aciyzO59Nkpfvpc8ZxNVClMw3aDYa6VOk0nu/QsSpxv4UxeqGltJe+z/yGtvplph5I+G03nE/jHFXiv1aRlkxrnmTj01mvdF30u/yFSrzkAxoABvXU1U1blOj+t24VpwH43bt0W3yT/pyYnx/dWmZfp8p2xrwu5traQLM4cPOxVEGQfHU/brSecHdS6q6+cx7qgEUQ0HCNGPdQ1x3w4j2lrw3PoHZLuV8/wpZiNce1hqWY5kMKG87xlwu1MW3+P148HnwS1TkhNCQtLRovq6TBOq2kokfKLT56oCxrh3B187VRpUbhf/ZziNtWlDOMKzr+O67l6I++7rIN51P/RibGGsqgz3/BtQ4cWFxGPpJ3Nr68bgOf+sP40bW76hULZTo87gKt1EFtlWhz3PA8+yG877NSeX9vPdT4+bunk3hT0rFlpXh/XLM80z+Vadz0uXnchpR+QkvM/xnvVJ3/dDANGPdQMxdRLsT4Qp+YFHSlR7vXPWr+98n3iccooTpzPcnzFm8YMU2LJlC0cddRTffPMNJ5xwAgBr1qxh8uTJVFdXk5+f3Bxk6dKlXHTRRTgcDlQq3+xGkiRWrFjBtGnTutw+EQEl6H0MJjKHHRGsvuaSFEh+M+4WlPysyma4u45ir5U3LMu50TCBNK877BBNaKLMVfvj898JeE9sUg+gUZEe9G6KhRqZSslIndLACHet75zNy7huUQvD2tYFq+dlDR5CQ9k2LvBHK11gnsEqxwqyhgxFfe1t4dX1ApXSPG6WzrspZlTOipZV5GonBFfKOwbA0QPhyOiePxvG85L1XQplO0ualrLjlU9QepqQZZkWVX/KZD39sVCpNPODKje8nLc2PXHkkn/1vsjgwuX/jmb5JznB4wwaRFNFdLW6pDw1IirvNSh0VKkyKHA52I6Rq+2jGaxt4vnWdVBQTOvlt/ruU2dGsxGG6mHfgzadzEUPh1X7C1wL+cVstfaPii6LMocPPVUnr0PJog2N7KYwK0FEg0Ag2P9EmlhrvJTUbWGpt5gvqyyMGtyf89LroXhIXANusrJxPf/XLhlap2S4nYgEnoB7Gtz0R0KFjASMde8GfF2ZC1C521Eh86j9E3R6N/c4Nvh8qOxW2PoD2K2o8LLEsiwY+RXcXl8DRUOi2xOjYl65Kivo8fio41PALzIZpgGQJoc/z280nUGN0kiuWRs0Xy9vsMf0CwwlVmRvvPucjJegQCAQ9ApCfDro6M5X9uCDD3LPPfeEvXfXXXdx9913d/mYX331FRkZGUHxCeD0009HoVDw73//m+nTpyd1nMACRUB8CnDddddxxRVXUFpayuzZs7nssst8c/ckEQKUoPcImQBUTbya0nO8vAlUOLwY1nxPQ0UZV2lP5wn7uqBxa72k4w3rStLxhB0qI0ZlnwC36H/DT6oc7hidw5TVr6FGpkph4v4YFYlk4GndiVzf+h/UyMiASW7n79bVwep55T/s5JduDwpkVHJ4O5Dwiza6aCHJ7QoTW8JEnM4q+oUSIdq4JAVNinR0XhtZtKFy7yNP9nk7qdxe3ChQ4WWoZOefs47sSFvTpuNa9FByk6cEgk55q4KLHv+wa6WzI47rS0t5AxVeij0WfuHZy+M2XxpeXQ2UaD3JG8SGpL6UZKR1TDbr7Aw6/2ZK2vfyelp/dlraw64l+/EPo9Lz8rwOdiuMzNePjvrNxMINSCGpeE4UKJFRITPSXYOqfS+Qkdx1CASCniXCxNqBim+aXkTGy1BlDrdnnItj4+eca/sAWalC8dfXYxtwN++LFn8sH5KLnT3btvLems0cecSgmGlrxVk6itzNPGn9MKxpT1o/5ELz9MTp0SEkLORgmoEDFde3fM0Vzh+Cn3lBcwxP606i1NscXJAJre43yzyD0spMys0zWBq1XWKWeUa0mXiAiIp5y76rZuUm+KM8nsftHwd30+BhgNfGQusacuTWsEOkIiTVKvRcZ5wUV0SKl+Yd8BLcpB7QteewQCAQCAQ9wG233cbcuXPD3utO9BNAbW0tOTk5Ye+pVCqysrKora1N6hh79+7l3nvv5aqrrgp7f/78+fzmN79Bp9Oxdu1arr32Wux2OzfccEPS7RMClKB3iJgANCh0wepiRxQU03jJ/1HibWauQ88FLxqD4fMnejr+07iReDQkvD8eDzs+YXr7NgqHP0i/Mp9wc11ERaKflNn8ytOAGpkHHZ9yu/40HnB8ihqZTJxkys5g9bzqt39iZfN2Crw21rS/wWWmKTxi/5hsr5W6srL4ET+xRBxzGrntJ3RU9EsmfSPiOBvL93HeUm8wLVEndxiLB9ITqiUDF+rO5uXigo5y3rEmT4kil0IFnRBhrbKuvnsr+SHHleV8ZqRStS8ZElRMKhw6jJKg0KanlH0xo8t0uJG8Hu50fBH8zWxW5vJLz150hK/ee5DYqCoA4BT3blTIaPzm5C4kNqoLKEzrn/p1CASCniEiauhFzdGo8SIBx3rqudO2novbf/Y9VzxuqCyDXx4fdZh44o8MzNP8mnVf1DPi0+8ZGSNtrVRysNb6JlrZRbVk4EbTGcHU87XWN9FyOslE4nQWSTXCtYdLnD+GfeYS54+8rx3GJvUA7tKPDavuZ5W01CkMbPpuN/kKAxbS6BeywHOXfiyb1AMSV/8L8YQqyEjn6/9s5caWb8J2yZZbw9rrRuLqkDT5FS2ryOU0aG5LWCHPLUvsUcRYzPEvcCmtLSxzrGSA19qRPm77KCkvQYFAIBAIkqE7EVCppNvdeuutPPzwwwn32bJlS9cb48dqtXLWWWdx1FFHRUVi3XnnncF/jxgxAofDwaOPPioEKMFBQOgEoH0Z9Qo9wz21qIHKSg/X/+0dXmr9kKH5xTQoRkcNrt3+tILbWjcG32sDVP73oSPqRI3MSNduVN5m8As3T7Up0bywjdqayqC/0K/c9cHV4Ecdn0Q1OVDxLdyY2p3YADWSiKgc14J7qetC+kbocXbuc1CjNHKjcWLMtAQAlSRzZ8sXVNafFhSDyl0aLk0/m8WulWGTp2qFkQvTz+blJMWepIzOI9Nd4ghtPZaWEkqCFJUooS0iuqxGaWRSxgUsa3kH/aBSWtu91O6pCv5mhrtqWWxdTui3tA8NtxtOY4/SyNj2nbxg+yC4bbbxTDakDeJZSzslealdhkAg6BkihaN7Wr8EOgpf/L795+Drq4yTmdiaw3kxjhOvv5KAv9tWc5c3QdpayKpJIGxdCk31jVxVCTEE/6FyLydmqylUtLHXpokpzDxuW8ed+lN50fZ+TAP1JZbl/MlwWlR1v35yG8stS7nOOIkFlvfDxCeAexzrqVBkclzRSYlvsp/IlPEH9KNYaFsd4ZsncZ4/TX6LKjvKdPwif6TvSssyCvwV8q4wnsUj9o8plO0sc6zEdfND5Gp8izlV2xoY8f5C2ivKuCz9LG4jE6/CA7LMFW2budg8jaWt79Fv6DDyji0JLkAIBAKBQNAVDlTW5B//+EcuvfTShPuUlpaSl5dHfX192Ptut5vGxkby8hJPQGw2G5MmTcJoNLJixQrU6sQLMyeffDL33nsvTqczaSFNCFCCXiFyAlDsCVSkgwf0o1hk/YBs2U5b5RZ+aRoaJW40oiWHjrD9vaQzyzyde1o+Z6SrOn7USZyKRO98v5u/rVMy2ziZF2zvx2yzCylMqIk0pu5J745OvZNCiCcAhZLndeBx78Wj7eghqxqs3NnyRVQaoUr2RIlViUhUcS6wiu1asDCpVL9uVe2LFLnMaZS072WDXcetyUZVxUk1zFZNAoMJM0RUsXoDNVClMHGr/jResb1DDm281byMa8xn8qD9s7Am3uP4nAuV/ZJOrxEIBD1PPOFoVdoQprWXBV8/ox3OOs1g9Dv2ct4JA6OOE6+/kqHTtLVyr55LTeez2LqSQq8tfAHANI2XZUNHv9TWgvvWy8BuZYFpOle3fkepu54suYXfoGWUQkW+104LqmBEbrHXyqNtG5D0BtwOe9CPaYsqm6WW5SjSdTxm/yRCnFqPGt/zInzBB+bpTw1uX2xbiSSNJmH1vwARoj5Ak5ROdkjaXaM/6urSXw/ikl8PCnomBkzHOyrktQT3367uF6wU23/wYHjvBepCxarmbRR4bbzXvsQnVrl8YpUSFa9deyq5WZNExJNAIDg4EKbkfZ4D9fVkZ2eTnd35s3fkyJE0Nzfz7bffcvzxvgjuTz75BK/Xy8knnxz3c1arlTPOOAONRsM777yDVqvt9FybN28mMzMzpbRBRdJ7CgQ9SOgEIBQ18IxtdbACXhNpLGrxiRnVCiO/NU2nWjKEiU8AbZKSNkUafzBN4WrjmWHbZhvP5A+mKey0hJeiDkYR9dcz5Zh88j025jk+D9vFhcTVxjOpVJiifX8izNYet60j32NLybtjum4qlQpTUBgp9os403VTqXB3/p8eOgSgYq+VaslAvZQec7/IgpclGg+/cDVEVXfLk1v4hauBUq3XJ+o076O8wc6nW+up2OuA5n2+9wMEJhgaX8nsb9X5XGCeQZ0m05cOIdEhtFmWc7yrhjcsy8l1NtG4fRvYOyoThV5LpcLETPPM4P1Z0bKKEuyx29PW4osmu2MOFz3yHle9uJHqe/6Ee/4NSE/fRYNCxwP6UWHXGSoYhhHyuzjtiByfCJfRL8yUvaS/nlHHltDPf93nm2fQqOy477m0sMSyghz/vXUDdaRT6LWx1vome8orY99LgUCw34knHE0NEZ8Arm7bzATnDkYN7h/zOPH6q8jgpdC0tQCVjS1UqTK40TgxbN8bjROpUmWE90t7dqGwW1Ah84Z1OWNdVeTILaiATNro5/U9DyVkdilNHf3vEUeivP85VPOeYu7sqdw8YShzZ09FNe8plPc+g6TV4wZmmWeyOP0YZpnPjUgoDuCP0Aq9smSLgAVE/fsX8PgFx7PUsixMfALIkVtZalnGH35lDva35V592PPxLesKdHhwI3G9aRINipDnrMdNU1lZ8BlT5LGERSkvtq2iULb7viP9NDymzI4+XSAQCPo6Qnzq83i9Xf/bH/ziF79g0qRJXHnllXz99dd8+eWXzJkzh/PPPz9YAW/37t0ceeSRfP3114BPfJo4cSIOh4MXXngBq9VKbW0ttbW1eDy+YIV3332X559/np9++omysjL+8Y9/8MADD3D99den1D4RASXoFZKJ2nEDNxjP4Kq2TXgUMkqvh+tavvHpPjJRq73LHau4In0C8xxfhB1nnuMLLlDlJBSGwqJ4JGNISqDM7Y4vuVs/hudsHwTT+6DDmPoG48QuVdHpsXSzkBXmC9PP5s6WLxjuqg0b5NdKOraos1G3KSgK+agUp7qbJEngccf1TgqLXEpUcc5gorzJGd8kNzICKUYKXNDbIyIlI6w9gwbRtLOjEt98/WhO8UfCneKqZlrb/3jAX30pQFJRVYmIuO53v6/hvA/cLLUsQ4VMmj8CTwbu1o3ljhZ/mo/Xwx+Xfo/ED8mlWwoEgh4lMmrzRc3R3N36Jf5HC6+rf8HvXFuQgGdtH7DHdQI066IjZmL0V/fpRwcrvgW4x7GBLarssLS1VKI9v2qUGISOAbT4B20dI1YFPkNvgH1SOrdMOoIRJTm0yaP40qmkuE1FiSmTMQZTlIG6os0ncg1z72OTegCj2ipRRtwrGVCFRHO5kbjYeA5z2s2MqipjfauJzdXNHFeUGdNsHQgK96cUuWnzV6eN9L3qRxtaU+fp2KqQVPjHbevI9lqp3VnFFekTWOha07NRygIB4HTGKJGeltZtk2CBQHDo0Bc1wtdff505c+Ywfvx4FAoFM2fO5Kmnngpud7lcbN26lZYW33Pyu+++49///jcAQ4aEV7mtqKhg0KBBqNVqFi5cyM0334wsywwZMoTHH3+cK6+8MqW2CQFK0Csk4wuhAp62fchcw+k83r6WPFrJcDtxFB3BvtpqZqWfzQ51v6BA0W/QIF7cuY6ceKlgiYShkInExelnM8/xOXtlPR5ZYqfSzH2O9aiQg94Tz9veR4cbWZapUprjV9FJ4H3U6QTEnOaL9unENylUCLmv3stfnoXF1pVhwpJbUnKvbjQv55iD71U4lbhU/VG6veR5O1bbaxV6/qvqj76pBU2yKYJxDMoBKhubkhfaEolZMVIy/mpbR65sp6Zc5irdRBa5VlPstQZ9l1xIYZ5eLiTmGCdxu+PLnim7HWqgjswm9QDmRZj6SsB9LaE+KxJFHiuP2D/23cttW5NOtxT0LgsXLmThwoXBlSDBQUqEcORAxR2tX6HGyw+KbPJopUHSkS230I6Sy97exittT3daHbThv//luFcWIkGU59JSy3JUqtHQrKDcpWFPVQ3LW1aR57VSpTBxc4Ln1Ye72/kkYyYrm98ii/aYl1Qr6bjQPJ1Xv3gTzfJdTO/MV3DrD4CMBDzk+JTftO1goqcqKML9Nf0kLnL+HPZsAJinH8v36jyO+ftc3E4HT/hT+0a49sQ0Ww8jIwvlkcNpKNvGLP10apTGYBpdxpBhkJEV3DVR9bqohQz91JjPGCIWWLq96JCkl6Hg0CJmifR587pVIl0gEAj2N1lZWSxevDju9kGDBoVlx4wbNy4qWyaSSZMmMWnSpG63TQhQgt4hZAIwRzuBf1g/iPljzJMdLLatCr5uVOi4rvkXPMduludtZdNZ11GcY/YN1rXpZC56OHb0TERlnFgDyMBE4rXGVtSPvcsAr4NqhZFntMfxvN8XKuA9ETCmNpYM4dGzRne0IXQgmqD6WtbQYZRefG187yTHSrJe+566ip3JGZT7hZCx7GNp63vkem1Rx1za+h65qkkEJjVF2SYu1Y1msWVF2D13yxL36kZzX0Y205ONXOqO0BY5GYgjZpU32MMiqQLm79WSgVmGab6PRvhZRVZ4mmOcxIeaIfyoyu2Zstsh1y0hMcK1h/kRpr6RpOMJtt2FxDbZSEubUlTFOwi47rrruO6667BarZjN5s4/IOibxBC6d2tGU1K3hV0tmQx/60Fy5BbqJB1/NvyGZ20fJFcd9KRf4lluwm23RnkuSXojrhWv0rijPFj59UWvgf5YqFSa+UGVG3cho79WyWP2j8iMIz4BIEmYZSfq2ipyXc2dLhossBeyS38aDzk+RQLO8FQFD+UFGhXp9IsQn8AXzdWKinSnAxW+6qsBoS2m2Xrkfb9hHtlRHnvRFegSeQuGEljIiPWM6W6UchidPM9FFOuhS8wS6WlpvdQawWGP8IPqk4ivJDWEACXoHUImAAsbrPR/xDch36PQc5NhIk/a1pInhw9+3UjM14/mSbsv7L5uZznj8jWQoScwmEyUCgZ0PoDM6IfbZed8/TTecPuEjoAAVi0ZmJVxLn889xROLu0XNKYeFxx0RgxoOzMZl4mfbjZoEE0VO1M3KE+UwhYxqSlVO32ilN8bI1KsKrOdmFzkUneEth5IWVRJMgO8Np60fhjlZxVZ4el2x5f8qMrl4avGk5vdzbLbbheup+6huWw7F+mnY5LbeM+ffucFntccy5XO76P8YEJRI1PssbBrdz0leRlda4dAIEidWEL3oDyOarAz64PpvGHx9f8v294DkqxyqtX5on/qa5jrNPNdVRPHFZ2ESjMONFr2zv9TWJ9e5G5GhZehkp1/zjqS/OKC6IUMYIahkQHuPQn7kjyvg0W21VxlPJOFtjWdLhp8uWMvX6X/ipGuXWHG6zKghDDh3osvjfjOls9RI/OI41P+z3Aaj9o/6dRsPan7Hqv/j/Esu8k4MVipNsDjtnXMMU7iubZ15PmfMX82jOcl67vJRSknSw8VDREcfMQskd5JlIBAsN/weoUI1QcRX0dqCAFK0Ou4DRk0Fx+FomYnV6afwVZVf64xnclSy9sRKXkyz9hWAxED6jjRNyWDM8PLKzfvS2oAGU/ouNF0BjVKI7lmrX/g7D9unPOXtyoSex9hoCSOYFbequCixz9MLvoolE78mDrzLwkdpA/Izybf813cyCWVQvKZaHvcXRfaUpgMxIukiqzYtFthZJ5+DItsq1H7KzzNNk5mnuPzDtEre0LXJgsh33VtRRXHbdlMtuxmqett/mQYj+SfGLUjMdm1I+GEEXyTvVqFHllvTL0tAoGgx0nZm6+tBeprIryQYMxAfZjnUmQEZ2QK2evFBeHPlRBcmTl4iD1gcwN7/V5HWXIr+xTpSbV91OD+FP28Icp4PVafVYeO1doh/KjOYallGU6NjrVpQ9Dp3WFCVajZese1d5GIZ5mv6uhrqJGjUhafb11LVmkJdRUEnzFJRSmnQGTl3qSfyQKBQNDTCLWjzyG+ktQQApSgd4iImmlQjOLI9CN4vnUd7v55SI27Ev44AwPqynoLha8tSiosPtkBZEopYzGif4rczSxreQdlbjENitGdTwZirAZX1tV33aA8coXZ7QJ7G+VNTiobm2KmHcYSq0rt1jBj9jqlgRHuWoq9Vt6wLOe6RS0Ma1uHdlAp56WfzauuVSkLbalMBmKlZCy0rg6LeqpV6DnPPJMGhY6N6kJGunazUV3AhrRiLlBld28FPOK7dkkK3pU05MluCmR7WKroPklPDQbycIQZ10ciASPctWyqr4YjB6TeJoFA0KOk1P+3teC+9Q9gt3bqhdSdohMVsp4yVTHHumvpT4cZciNpbFIN4B7DWJa1vEPaoFLU9d6k2j7HUI3sT7+TgVVpQ5jaXhYlQMnAP9OPpUGhp9BjBWSUwLGu2qgI01hm690i9FmWUYLLv5BxfoyFDPXsW8hta41I7eskSjkFeqxoiEAgEAgOOYQAlRpCgBL0DhHh7AFD6TzZTl29mwx/pZzdCgPz9WNYaFsTNpEPDKhLtd6kw+KTHUAm8p6IShmLcR2B0P/q6nKOMB3JU7a1YZeejBFqyr5J8UjGtyJeOkSET9cC25pgRFGdQs/fbWvI9VrZU7GDVsOxXRLaUiIiYgvAIynDzdZl3/Tp3pnDKSwai6p9L4Vp/XnW0p686BXPzypGpFfgfKHUKvTcqJ/AW7aVKJF9rw0TecW6Ek2EGCUDm1R5tOcUpnYvBALBfiGl/r++BuzWpLyQutOnF2WbuNQw1ldcwtshQLUoNNxjGMv9V08kO3sSeNwsnXcTuV5rsMpcoO2rHCvI5rSOth9xDCAhI3Or/jS+V+cypX0Hyog+SgJubf0KPe1c0/qdb9DotPOq8x1U/udBlNm6ZhwQJwKqq0beyUT3anXde8YkoMeeyQKBQCA45BACVGooersBgsOTcpeG6bqpVCpMQUPpQtlOtWTgPMM0vlHm4UZil8LEHY4vfQN6JL5R5lHl/8yKllXIshx2nGWWZRT7Jw7TdVOpcGuD50w0gMz32DoGkAGhQ5PJBeYZfKvO5wLzDOo0mVHRM7GuQ4cbACUyz9vep8BrA3xViqoVxmDbS1Rtce9PYBIUuJaZ5pnBc6xoWUUJdl+FvAY7n26tp2Kvw5cO53aFHyhUILMs53hXDW9YlpPrbKJx+zawW2M3ADoG/Pcv4E9XT+EC8wwqFSbUyJzk3kNRoG36aajl2KvuYfe1u4S0581rRrPMsZICr41qhZHfmqZTqTBRKNtZ0bKK84fpfZ5KRUMoycvgtCNygiJYZ+KTa8G91N0xh4seeY/LXvqG3z38LnV3zMHy4lOcl3522G+tULb7v+0QZBmj3B5Mx+vndTDctYe0GJFQEpDnsSM5bD1zjwQCQfdIof9f32riPPOMYLXNBxzrgyL9eeYZfO7sMKrvtE/v5HmwtPU9Cv3FJQKfLfTaWNr6HmOyFb6+zZxF1uAhtCnUSJLEHoUvSqhaMmB0t+B6dQHYLVBVxvo6D89OvYf/TrmO48aeRM6APJqlSIncJ5JLwA2t3wav7WLjNFzpRtwomGWeyeL0Y5hlnokbBZLBBDn5sS8kQf/qWnBf9PMrkkBEVH998n16D9Gd708gEAgEAkEHIgJK0CskMpTOllsY6LGgQmaQ1IKicCC1dTVcoZ3AVlV/sr0twQieL53KpMPik17ZTmal1b+K++8Ke8zz1yr0DPA6gtE5AQNzILk0sET+TIOH4Hp1AY1lZT2WdhgX/4DfkyAl0CUpeMe+nAHdNBlPCn97igwuXMOOoG77NmZ1w1cqigRGs/EivSI70Ty5hXvtn/GDIptjvQ2ogdtaNwIdk7kAMqDHRX5uFgKBoA+Qgo/e5upmNqkHRFXbjOmFlEKBiCiS/axKjfqSOTTfeQMF7RbesPj6MCQJrddF3bZt9L/jSmSHPSRlsI6lln9wrs7APlUakqstYdW5u/Rj+UozkBcn/oXrfqmLNlvPyQ+mHUZxMBt5d+f7EwgEgv2JMCXvdcTtTw0hQAl6hWQMpSsVJi4wTOP1qyZRovXwdIzJQFGTM/mw+FQGkIkq9YSktT2tm0o+RKXZRVZICRiYPzjjaHKHJZEGlmgS5HFTN++mHk077IxE0WMXm6aiKxlM3c7yAzcwT8VsvTNCUkL+XeHgad1UlriWxTAKjh3pBQTT7P5pfZd03PSjhX7e1ig/lYDfyqPpp3Bz679RI2OWnfTzNgP9u3gzBAJBj5JkpbbhhRmMcO1JzgupO31WCp8t9+q5SD89WMU1tA+7UzuWF23vx04ZbLGROeSX1O3aHezH79OP5lnbB2H9WODahhcdAzjxepOvBnZQG3n35DNHIBAIehKhfvQ64itIDSFACXqFZAylgyKJpZ2SvJyYk4FStTV5v46eGkCGrOIuaX8blSST53UAvjQ7GYkBsiPsIwFB7JTSfpCRZDRQnElQwmpKEYP4nvKtSBQ9trT1PcyXPYFZperafe2GJ0i3faVieWQBKtkTtlusSK9Qvy+3LGFRaGhUpFPgtSEjxTUfl4A/h0RENaPBpsjouxMvgUAQk1PTrYyyLE/ZC0nuSgn3JPu7RIsO36rzOU8xgyWWZcGUQQAXErPMM/njtLMYnZfG624tDf/9L8e9shDJv/3+9F9zR+uXqJFZYnkb799X43a2sMh4Dl9piuKaryfbtoPCyLsnnjkCgUAgOOQQAlRqCA8oQe9gMJE1eAgNaWYuMM9gj8LoM5QOISkPoRT8OoAe8ZAI9X0qlO1B8alaMnCl6Wy8ku+/VQuqoDdRT/pEhA7iQwkdxAfoMd+Kzu5zRlbX7mt3PUG6SwyPrCXNb4cJoeD7LaZ7Xb5IL/89+HdaIZMyLqAhzYxx2BFcNnMs55lnUq0wosMb0/MpEglwSGpq6hr30wUKBIL9Rk4+ksGUnBfSAerrOvM6DKQMhhJIGfx2ty3Yj5900i+D1/Z741SubduEhIQLsKJF6WxBhcxi2youc2xiiWUZKrzIAfP1LrRNGHkLBAKB4GDE6+363+GIiIAS9B7+uP5+3hYW2tZQ4LXhRmKTMpdcuYVir5WVLavISeQh1Ath8fFWcW80ncH/VP1xF5TQUFfJTN05VKkyejwdLaWopp7yrdhf97mXPUGCKSHt4Sl3AHsUem4yTOQR+8cJI70Cpb5zdjRRozRyo3Fi2HES4Ubij8YJ3GjK3F+XKBAI9hdanS/ap76mcy+kVPu6LkaGJopWXeZYye2aUcmlDIZc2/9VNZP5z3eCxUAWpJ/A7a1fAL7H+F3+f/siqWYw12lmTIptC0Ysu9O6FhErEAgEAkEvcbgKSV1FCFCC3sFupbGsjNx2CwvaP8AouZABFTI5cgvzdaNYZF9DhsrL+l0Oitza+IPQAxwW35kA5L36drK1Hl7eT4JYSmXCe1I42g/3udc8QUJM5BsUOuqUBordHZXoGqR0PLLEFW2budg0laWt73VEeqnUMe9BvN9FIlTIvGJ9h81No4lbtlwgEPRdtDooGsIY6DAcj/F/OaW+LlZqcJxCE1EkWHToX1jAcztWJ58y6L82e2s9s8wdqXsBwclN+CAypvl6km3LGjoMtOldv26BQCAQCAQHBUKAEvQKkYPxQLaSC4mHdSN5yr4OFTLVDjf/9+pG1LK3YxA6+xZoa+21FdJOBSDthP0riKUa1dSHfSt6xRMkwkT+SG8Lx7lrw3bJkFtRAwpZxWvXnkpu1qSO+9q8L+ZvL/R3UUM6A4g2IY+FBBRmxqkaJRAIDglS6uu6Gy11/s2UtO/l9bT+7LS0dyw6qFR4/nI1bruVWf4qeFtU2Sz1ezeFpQyGEK/anxQsq+AjZiRVKJ0tiBzMVfIEhyxOpxOn0xn2niYtDY1G00stEggEfQ0RAZUaQoAS9ArxBuNqZP5u/zD4WlIoKPJYOgah27aSteBeGit2dm2FtKuG16H0djnmA5l22BP3KwE9ZZKeEjFM5CMNw9X4xNCrdBN52pTpM47vLCph9i3B38Vf1CN53v5BUgLUPjTU2F0UNe8TaSYCwSFKKn1dd6OlitzNLGt5h6ySIVSedV3HyVJJGQwhXrU/pT8lb16S5utAwgWRg7pKnuCQ5cEHH+See+4Je++uefO4++67e6dBAoGgzyEEqNQQApSgV0gmXalWoafAawsbhM5Jn8hzFevI68oKaXfSGkLpC+WYD0RUU0/drwSklE7YQ8SLvqsnnRxag/ttUuWxVdW/IzKhs9X5ttbg72LMhu043/mQdDxxWhE4p5YtaTnc+/rXrHCsxDRkGOob7xYilEBwiJFKX9edaKnQ6pzV27byp4YvwiOI5/wlqZTBUCKr/d2f/mvuav3SH/8k8516ALPMMzuNpOqMg75KnuCQ5LbbbmPu3Llh72nS0nqpNQKBoC8iBKjUOCyq4E2fPp3MzEzOPffcqG3vvfceRxxxBEOHDuX555/vhdYdnkRWZ7vaeCauyHiRiFLVc40T+FGdywzdVKoVxuAKaeAY03VTqXBr4580RsWzNyzLyXU20bh9G9ityV9AaDW9wZmUqNood2n4dEcTFXsd0Lxv/1dw29/05P2KR6pVDHuAeFUEvYrw7jDP6yDb2xKMTAitfhj3t+f/Xeiyc/hWNQB3xLkj6+Jl0cY76iEssSynn8uGYst3sK++h69YIBD0Oin0dalUi4vsl96yrkDn73kkSaLIY+l+v52VjUKpQAauNZ7JP/XHcaPudGRAUqgYcewQLrzgDFQ334vyvmfiRlJ1hqiSJ+iLaDQaTCZT2J9IvxMIBKGIKnipcVhEQN1444384Q9/4OWXXw573+12M3fuXD799FPMZjPHH38806dPp18/4TGw3wlJY5ujncAC2xrU/tXVTao8Cjw2CmR72EeetH7IrAyfiKiSwyNLklkh7TS8v01JSRx/n7gRKQcgSqi3OCDpEL0QTRZvkpPndbBbYeQG48SYkQmprM6fkqNG5W2O6mAlfMa9Sv+/VcDTjnUh22Wqa/ZSmFvQ49ctEAh6kRT6up6IlooVQdzlftvtpkGhJ9dj4S+OL7BKGh5q+QwJqPWm8dGPNaz/oZqxXXnuhaR576mqYXnLKvK8VqoUJv5kGM9fQyr4uayjQVTEEwgEgtRQKA5fpeMAIW5vahwWEVDjxo3DaDRGvf/111/zy1/+koKCAgwGA2eeeSZr167thRYehgQG4/cv4Kk/zUBTXEqtJpPp5vO4yTgRJF80VAtKaiXfQLtQtrO8eQnLmpeSJ7eEHS6ZFdJ4kS9zjRNoUOhIf+Eh6u6Yw0WPvMdlL33D7x5+l7o75uBacF/8aKYDESXUSyS6XwHBpUcIjSY7Iscn4mT0iz3BcLt8JuANdj7dWt+laLPI6LvfmqbT4peKZFmmSmmOGZmQyup8sTmNfvhMS6slA1cbziTwbFJAdLSfn3YUfLSrNeY2gUBwkJOor7Nb4OdveevrKv64uhxn7kCa1AauMk7uUrRUrAjirvbb5S4N0w3TY0dZKZRdj7LyL+AEnruXLvkf270G3CioUpi4snUTkiRRLRn4iUwu+vv6zp/JAoFAIAhHqCOCPkavC1AbNmxgypQp5OfnI0kSK1eujNpn4cKFDBo0CK1Wy8knn8zXX3/dI+euqamhoKAj0qCgoIDdu3f3yLEFSRAYjOdlkHfLveTdv4Cnb/stD1x2Koahw2hIMzMp40JmZJzHboVPQMyTWxgg+wbQuxVGZppnUin50vGWO1ZRU7k7riiRSEA40r0XaipTFpKSSss6SOlz6RARk5WkRcJIDCayBg+hIc0nNP07rZBJGRewT23EOHQoj146mtdvmULu/Qt8K/kAzftQWptY5lhJsddKtcLIb00dE7IVLat80XIBMrJQHjmchjQzszLO5UPtEC40TsWNhAJIi0rG859GSqeiub1790kgEBxc2C14//g75L/dwUdvrGTZ9/U80JhPhsvOB/a3eeX8X4T3STGipQLPnZnmmVRLhi4t0sQj3mJEaJRVl557EQs4x7jrKHI3o8LLMMnG0TRS4LWBJPG8djivWlcdEos7AoFAIDi0ECl4qdHrApTD4eDYY49l4cKFMbe/9dZbzJ07l7vuuovvvvuOY489ljPOOIP6+g6flOHDh/OrX/0q6q+mpqbH2ul0OrFarWF/gh4kZGV43FH5mG++m+wH/s61s8ZQo/SlRYVSq9BznnkmP6hyqVJl4EbBdtnAlW/9zA0PvkXt7XOoffhOKmqbg2JUrMiXaslAsdfKMy1ruUI7IWVvqQMWJdQLxJrYxBVcDgQ9GW0WEYDklpR4JQU6tYpxw7I7IhMgKHpd/I8N/ESmTwyVZa5o28zFpqmx/apUatTX3kb2rffz0JXjmXlsDpc7f6BZSuwboZA9ZKSL1BKB4LCisgzJ40YCnrV9wK32z/mHfQ0SoPC4GatuCo+WCokE/azGiXZQKQ1pZi42TaVKaUYKRhCrEgvlSdLtKKs4kavlrYroBRzZRqXCxDTDdKYbZlCpMFHotfGWdcUhs7gjEAgEgkMLIUClRq97QJ155pmceeaZcbc//vjjXHnllVx22WUALFq0iPfff58XX3yRW2+9FYDNmzd36dz5+flhEU+7d+/mpJNOirlvrDKsgv3PALM25sDXLfsG2I+eOYihS+2o8FLsbuaf1ncY4a5FjUxlpYc/PfwWz7R9hHvgYN4ecSHnFhSzr9rDVdoz+b+2r33h/RjYImVilTQpe0ulUlr7oMNgImvIEBq2b+MC/XRqlEYuMM9glWMFWUOG7BeD8ET0mCeV3UpjWRm57RbecHdUs8v2WqkrKwuvpBgier3qWsWf/Z4khbIdJSpeu/ZUcrMmRXuSuF24Fj1E4/bt3KqbiktS8CdXHf3lxJO/bNr4haYl4T4CgeDQ4i1HNh8ZJ/Os7QMkYHbbZsBXtOAq42QmtuZwXmDnGL6DRe6jWEYZ7+b+l82Trsaw5nsaKsqYqTuHKlUGF5hnBH0J0ab7xJ8UvA5jeVI9af2QwgifxpjPvQQ+ibr8YhoUv47rqxf4t6iIJxAIBIK+zOEqJHWVXo+ASkR7ezvffvstp59+evA9hULB6aefzldffdXt45900kn89NNP7N69G7vdzurVqznjjDNi7nvbbbdhsViCf7t27er2+QVxCEm1euzZ93jD4hMcXEh8rRpAlcJEoWxnRcsqRgzMZIZ/BbVItnGSe0/QzPyx9JN507aSfi4b3vJt/PPT/zFnbynmdhvvuj7gaDk8vH+xZUXKaQt9LkooVTrzVJJjp4rFySDbr/RUtFkqaZOxKkwVynbfd62fhseUGduvKiJa67j2PeTIyQlLv8o3J7WfQCA4CEjCt+6rin2s0wzmGe3wsI8+ox3OOs1gvtyxt+PNGJGgr1pXkd1uoW1nOacO1AcjiF++dRr//P0I3rxmNG1zH+Ff4y/H8vT9NNx+LZc+vCr5NOaICn4pRVkliFxldyVHuPfGTfPuUyngAoFAcKig6NPT/4MSEQGVGr0eAZWIvXv34vF4yM3NDXs/NzeX//3vf0kf5/TTT+f777/H4XBQWFjI0qVLGTlyJCqVir/+9a+cdtppeL1e/vznP8etgKfRaETZ1QNFyIB1Qftq6pQG8r021Mjkeh1ca5zEC23ryBo6jC+dypgVgNTIYdXFsmllgnMH9zg2oELG3ergT6azuM+zPigsBEhUCS2KkGp+F/hXd8NWmw9wlFBKdFbB7+JradyxI3ak0I6ISKEDQLeizUIqLb37Qw01SiPz9WN4wfZ+cJdYK+upVL4LJTJa6xn76qSusQ0F31oUuPY6Oq/AKBAI+jZJVkkdWdIPx8bPudof+RTg6rbNfKvOZ9TgY4LvJRUJGkhpd7sofG0Rjdu3M90fibmyeRsFXhtr2t/gMtMUHrF/TK7XSt32bfH79IgKfpX1FgzvJ4iyCnnuJWrvnPQJPN+2jrwY1f5WOXzP5Ox4lQA5DZrbUqtaKxAIBILDV/XYj4hbmhp9WoDqKT766KO428455xzOOeecA9gaQWdEDliL3TbAP8A2z+Dhq8aTmz0VDCaKmpyxvSlCcCOhQuYBx3oAXMAs8ww2qQcw15gWVbr6PPNMGhQ65hgn8VzrOsgvpqJNSUnzvujBbQqltfscoSvTrg6BKTAZaWtu54KeSHnrIVIpTR6G24XrqXtoLtvORf5UwhGuPTxj+yBst1hCVldFr3jClZv4na4Hif+o8vm/tdVkr9nGKscKMoYOQ339vL79OxIIBLHppI8NCD6/1Tcwy59+J+OLfLq6bXPQE0pKHwUMBFIUxWOcX/ZHtepwBxdekurTA6IW+I4/7G6wW3m5k+deovb+T9Uf8oupqyF6AWfwEJCgrqws5jbXqwtoLCtLKOx1iZDFCiFsCQQCgUDQ8/RpAap///4olUrq6urC3q+rqyMvL6+XWiXYL6QQoeL2ysFV2lK1NUyUeFg3kiftHxI6TLShJpOOymJWSUudwkC+x8ZTtrXhzZAlVLKHj3RfoKnfxRXpE9hq7U/2X9fEH9xGDsyBmEJIH6OzlfQb9sldiv7Zb3Q12qy5Ec//vifb62KJ623uMozlGdtqVMh4gWuMZ3K748uYQlZXRa94wlWiDleJzFBPE8e463jKtpZsr422LZtRWxqhX26CTwoEgr5I0r51xUOQlSrwuLnKOJl1msF8q87nWdsHyEoVUvGQ4DFTEcXjnb9W0oWlmyfVp7e1QH0N61tNbK5u5riiTMZoLJTk5FOSkdkh2uxoChNtOmtv6+W3UqL1xF7AgdiLOx43dfNu6lTYS5kkI9YEAoFAIAhFREClRp8WoNLS0jj++OP5+OOPmTZtGgBer5ePP/6YOXPm9G7jBD1HjEHfCNceFiURoRIqStyk+Q2vW1ehxhfltEk1gEHuJnII92HqJ7exsvktvJKCPK/PN6hW0uGWlBR6bSxreQdaILvdwkLXmu4NbvvwampnK+ky9C2D9S5Gm1Va2lGhpQAXhbKdF0J+V/WSnu/UA+ILWV0UvSKFqz8bxvNP6zukE25yLwP/VfRjmHcfaiBPdoR9F3tlDV6Li6IDl+koEAh6iKSjlQxmFH99HSrLmNiag37HXkYNPgYpfZRPfDJ0+MKlIorHOz+SFObj12mf3taC+9Y/gN3KE/7o4RGuPYy0LEfSG/EWD6FxR3lM0ab04msTt1c7IfECToxt5Q32nilIEUmSEWsCgUAgEIQiBKjU6HUBym63U1ZWFnxdUVHB5s2bycrKoqioiLlz53LJJZdwwgkncNJJJ/HEE0/gcDiCVfEEhwARg775+tEssq0OmonPNk5mnuPz2FEnIaLEkw1WFI+8AzLsVehZmnYkj7g/BXxj7UfTT+Hm1o2ogRy5NTgAr5YMzMo4F4AVLavQDiplSt1RvOpe1b3BbR9fTe1sZXpUfwXjW1aRE2PisLJlFTnxUt56kpgCHpRkpCUdbfavfTJPm2ey3LI0KDgC1EvpzMg4j7NG/5JLfj0otpDV1RRLg4mswUNoKPNVEHRJChrRUoCDFpT8rMpmuLsONTIGr5OrjGfxnO39sA65VtIxK+Ncbtjrpai0a7dPIBCEsD8WBBIcM6UUXoMZfnk85wHnnTDQ/+ZAokhBFI93/jyvIzWvw/oasFtR4WWJZRl36cd2+Ck6rFjLtpPbbo0t2sj0uE9iV735OqPHKq0KDimcTidOpzPsPU1amvCFFRw6KBRCQekm4valRq8LUP/5z3847bTTgq/nzp0LwCWXXMI///lPfvvb39LQ0MC8efOora1l+PDhrFmzJsqYXHAQ4h+4r6/zcFvIoC8QoeJCYpZ5JpvUA9iiyo4/YPWnwLldGiaaz2exdSWFXhuPtnSIT9cYJrFGO5Sv0gpZank77Id/o+kMapRGHpxxNLnDJvBZjZOqVzZ1f3Dbx1dTO11J143BrZZxOxXcZJzIJvUAbjJOZKllOf3Usq+c9/6kuwKe//fVYPNHwEVW9PO/lDprR1dTLEMO7ECNVvIgy/CTMptLTVM5xVXNs7bVZKZBlcJMo6QLr5TnrzLVCwUHBYJDj/2xINDJMTuN/umKiJ+CKB4rEvMl67vocCPLMlVKc1Ji0PpWE0+YZ7DEsgx1mJ+i7xldpzDwhjuOaIOBktm3kFtfw0NtZjbtauK4okxyNSdATn6XhL9uFaRIwP4StgQHNw8++CD33HNP2Ht3zZvH3Xff3TsNEgh6GqGedJu+eAsbGxu5/vrreffdd1EoFMycOZMnn3wSg8EQ9zPjxo1j/fr1Ye9dffXVLFq0KPi6qqqKa665hk8//RSDwcAll1zCgw8+iEqVvKzU6wLUuHHjgqaY8ZgzZ45IuTvUCBm43+YfuD+gH8Uzto5qYbONZ7JJPYCbJwzlnGML4ked+IWGf1fYqVJlcKNxYtjg8Y/637BGO5TTf5HDf3+yUa/Qkx8SCRMYtJ5S2g8y9BS57D0yuO3zq6mdraSrVexrh1y8PGFbG5w8qfBS1w65ba2g1e2/9nVHwAv5fa3TTmCJ9YMwzxOAHFpZ1rSEc75Q8OHnP/ZsZJrdSmNZWbCC4Hz9aEyyEwkY4aljpKuaeY7PUeHFKSt4zbYqXHzCF6Ww1LIMT//R3WuLQCDYPwsCnR1zP0T/AMmL4jH6+EkZF7Cs5R2MJUN49KzRFOeYO43o3FzdzCb1AO7Sjw2KTwB36ceyST0AIK5oU1lvCVbiuzWW8Df7FmhrTSkqrcsFKTphfwlbgoOb2267Lbg4HkCTltZLrREIBH2RvihA/e53v2PPnj2sW7cOl8vFZZddxlVXXcXixYsTfu7KK69k/vz5wdc6Xcdcz+PxcNZZZ5GXl8e//vUv9uzZw+9//3vUajUPPPBA0m3rdQFKcJgSMXB/QD+KBbY1YbvMc3zBFlUO5xxb4B9kx6lw5hcantZNJR+ijMVvbP0PG9OKmDfmWDRfP06u15Fw0NrtwW2IINanV1M7WUkvb3JykX5a7JVt/bT9LqB1S8AL+X39w/k+/UN8wOpJJ4s2VMjk0sJxrj3c7vgy/kS0C2k75S4Nl6afzeL2FWFRfW4k1MhBc/1qhZGbteN51faO77Vk4EbTGTxp/ZBC2U4/uQWtSZjeCgTdZX8sCHR6TAyUJIpWAmjeF7tvcbtimn6Tk5+88B+nj89WTQKDiXHB/ivxc2h4YQYjXHu4x7Eh7P17HBvYosqmTmGIK9qUar3xRbptW8lacC+NFTtjR6XFE6e06ftF2Ntfwpbg4Eaj0USn23WycC4QCAS9yZYtW1izZg3ffPMNJ5xwAgBPP/00kydP5rHHHiM/Pz/uZ3U6Xdxib2vXruW///0vH330Ebm5uQwfPpx7772XW265hbvvvpu0JMV5IUAJeoXIgXsg8smFxBzjpLhVyaIIERqWtL+NSpKjjMWDxzGdhiuZQWtXq61BUoJYn1pNTbCSXtnY1KsCWnfSISJ/XwECfl+5XjtLLctQIQd/ezEnol1M26lqsHJnyxeoJDkihy580JrmdXOt4z+oFCB74R7DWL5V53OPYSzP2j4gTSGBVtuV2ycQCELYH+lVSR8zVh+bqG8pLUXaVQZ2W7Tpt8GE8qEXUxKhulul9dR0K6Msy1H5fRkDHlBqZJZalmFJM9IvjmjTJo9iehyRbk76RJ6rWEdeF8Wp3LbW1Lz5OqM7z36BQCAQHLZ0JwIqps9cLOE7Bb766isyMjKC4hPA6aefjkKh4N///jfTp0+P+9nXX3+d1157jby8PKZMmcKdd94ZjIL66quvOProo8OskM444wyuueYafv75Z0aMGJFU+4QAJegV4g3c5xgn8aFmCFuU/VnW8g7aQaV8VuOk2O3oWBmGYETKvyscPK2byhLXMgq9trjG4llDh0FGVnLeGV01nva3K2lBrI+vpvZ2OkLK5w+JVHr3hxpqlEbm68cEo42gw++rRmnkz4bf8Lj94+C20JSRElUb5S4Ne6pqGLx9O3nOJt50LefmJNN2SjQeVO69YabnEN3h5tCK0VsN+Cyj/m5bzV1e3+ROwhfqqmhsCKuCJRAIUmd/9GfdOmaC9L19Zdswu+yokKNNv+1Wnyl40ZCU29tlcvKRDCbcdiuz/ILYFlU2S/1V8EzFQ6nbsSOmaPOlUxlXpPtRncsMRRfEqe3bfCng3RTWoujOs18gEAgOFYQpecp053bF9Jm7665u+czV1taSk5MT9p5KpSIrK4va2tq4n7vwwgspLi4mPz+fH374gVtuuYWtW7eyfPny4HEjfbgDrxMdNxIhQAl6hXgD99sdX7JF2Z+lWT9CC0ypO4qqVzZ1rHwOHgISNJaVdayKAio5vLx9pLF42OAxmUFrF1eNoyJvEglifXw1tbfTEVI6f4xoghGuPSzyp74FeNL6YTAC6mH7J2HbHret42LTVEa8v5C6nR0lxUdox7PEuYyiZNJ2/CJYTXMrRUmG6KuR+a+yP0d79oYZ/MrAd6o82lv0CBcogaB77I/+rDvHTJi+Z5hBrtcex/R7BnOdZsZ052akilbni7qqr2Gu08x3VU0cV3QSKs04yMlHqVLHFW2KmpwJRbquiFP71UOxByLGBAKB4KBGiE8p051b9pe/xPCZixP9dOutt/Lwww8nPN6WLVu63Jarrroq+O+jjz6aAQMGMH78eHbs2MHgwYO7fNxIFD12JIEgBQID92L/wH2meSaVCpNvoNnyDorqCrLbLbxqXcXxrhresCwn19lEc9k2mrdv860aW5ZzvKuGJc1vRxlMP25bR77H5jcW73fAVi5DI7tCCQhi15/3a3LvX9AzRtf7m0A6giaTC8wz+FadzwXmGdRpMg+MgJbK+UOjCSzLGe/cEZy8uYB6yRc6WijbWdn0FkuD2yQuN54V9ttrrygL+309Yf0QdUTq3Hz9aBoUOnbuC4lw8otgdXfM4Y7FG1HjxR1xSZGSlBuJ/6jyyZDbo6rxSUCu18GWsupu3ESBQADsn/6sG8eM96wIRGIGTL9DCZh+f1fVlHpbu4tWB0VDGDM0mxvHD2PM0GxfFJZW1yHa9Ndz2hE5wbRDVOqEz/rljlX8ylUXU5zK99gS3p+wvlcgEAgEgl7E6+36n0ajwWQyhf3FE6D++Mc/smXLloR/paWl5OXlUV9fH/ZZt9tNY2NjXH+nWJx88skAlJWVAZCXl0ddXV3YPoHXqRxXREAJDhwhKVJVDU5GDCqloaKMi3XnUKXKCIbtaweVMqXuKF51r4phfu3LWY00xgbYrTByg3Fir5qGdpaSEai0d1DQ2+kIKZw/MpogYPodWiZ8qWUZBV4bObSGbQukkyT67ckQJhAtsq1mo7qQQnPIBDFEBHul/R2QvVEdbKTI1IiWPxvGc4RnH8/aPgjbLgP36UczMYUOXSAQxGF/9GfdOGZnz4pcrz2u6fdxRSel3tbeIoGvUr9Bg3hx5zpyYkSQLXes4or0CaIinUAgEAj6PAcqaCw7O5vs7OxO9xs5ciTNzc18++23HH/88QB88skneL3eoKiUDJs3bwZgwIABwePef//91NfXB1P81q1bh8lk4qijjkr6uJIsi1IOXcFqtWI2m7FYLJhMfTuVqk8QkiI13T8ILXI3s6zlHdJKhrDprOsozjFTomrjsxonl76yieNdNWEC00zzTL5V+1z7I7fVKvTMMJ/XIyWeu0XzPurumEOusylqQF2nyST3/gWpl/oWdMqnW+u57KVvon4Xlxsn87HGFzIab9vNE4b6Ki0m+O0BUea7bhSo5j0V9GIpb7Bz0SPv8YYl3Pi8M2pJp7+/Kl8kLiTemvQnRo07eb/8bkU/1jXEfRN0mwTPin1qY9ADqrN+56DAv/hUESLSBarZuRY9TOP2bcFxQfD5PWgQTTt3kiOepfsN0Y91AzF1EggOLaTIJeLUuO22rn/2wQe7deq4nHnmmdTV1bFo0SJcLheXXXYZJ5xwAosXLwZg9+7djB8/nldeeYWTTjqJHTt2sHjxYiZPnky/fv344YcfuPnmmyksLGT9ep8VgMfjYfjw4eTn5/PII49QW1vLxRdfzBVXXMEDDzyQdNtEBJTgwBDHcDXba6VuZznj8jX+yCA9RS57wpXhwL9Dccu+juOhGUdzcmk/3wq0Nh3XoodSrmDWLUQVnV4hXjTBPMcXbFH5FPp42875ZU6H6bjdQb7HxpMRlQtliPJi2aguoFCRQYm/jHo84/NIWlFylWEyj9k/IpdWzDixSWlkyM6oCCg7aTzwtYWMf7+7f3+3AoHgwJLoWVFairRrR2zTb4MJcuKXT+6TJPBVihtBpk0nc9HD4lkqEAgEvY0wJe+Uvnh7Xn/9debMmcP48eNRKBTMnDmTp556Krjd5XKxdetWWlp8NjZpaWl89NFHPPHEEzgcDgYOHMjMmTP5y1/+EvyMUqnkvffe45prrmHkyJHo9XouueQS5s+fn1LbRARUFxErR6kRLzqkUmHiAvMMXr9lSsfANGJl+M+G8fzVto5C2U6d2oQkSeS0W6hSmIJVyWKuivZWNFK81V5RRWf/keC7bkjzVZDLbrdE/w7SMsgqLaGxYifTdVNxSQpWNi+lwGujBRWXmabwiO0jimVb2OkuN57FV+pCPjH/G6mmMrh6P8K1J+g9FQs3EpcYpvA3x0dkya3sQ8tWVT+OcO8jl1Y8SNygn8gTjg9R4xO6ZhsnM8/xebC9uQ8s7LHfrejHuoa4b4IeIdGzwu2C+ho+D5p+ZzJGY/GJT1pdb7f8wCCepfsV0Y91AzF1EggOLboZAfWnP3X9s48+2q1TH5QIE3LBAaEzw9UwQ9EQY9eLTVO5om0zkiRRLRn4kSy2eY24UVCpNPODKjeu6Wu5S8N03dQOg2nLsqAR6nTdVCrc2v1zsQkMWQX7iQRmwBlDhpERzyi4pISmioqg6Xipu4lMr88jqknSUq7K5CbTGbgi3JvmOT5nsKcJb/VOcp1NvJnA+BygVtJRLRlQIfNk26dkya2okOlHG+tVRUFfKi8ylSoTP6tyglFXL9jep9hrxYXENtlIRZvyQN1VgUCwP0n0rEhk+t3XcbugeR/lDXY+3VpPxV4HNO/zvZ8K4lkqEAgEgoOA7piQH46IFDzBAaEzw9UwQ9EQY9fXGltRP/YuA7w2qhVGnksfwSO2j1DhZahk55+zjiS/uCCm6Wuo6BVZ4jkgenWkAwgOajozA4aY28ptXnY/cDuZWCj2WnnLugIAF1CuyuTOM4Zy0vJHUCNThQGj5CJDdlLstbLAtoa/pp/AY65PKIowPr/QNJ2r2jZxlHsvsiyzRZ3NvbrRLG19DwqKOX9vKW9YV6BG5s62fwUvY59CT67XwS/dDVGG5Wpkij0Wdu2upyQv4wDcVIFAIEiREL/HA5b6LhAIBAJBL3K4CkldRQhQggNCoBRzboxqNzGr1flXPt0uO+frpwWr3gUEAl9FvKm8XlzgF5GihaSURC/BwU8CnxEg5rY9O7ZR5LFEpcypgSKPBaVRQz+/T8tf0kbzgu09JHz+TA5JzUOOT6OEotnGM/kmrYCxk0ZzxBCf+KVuU/Byjplc1SSe/rqO/3xSwV36sUFPKQAPEnleR1DIiqy8J+Mz25f1xm7cJIFAINiPxPF7zPVaqdu+jVy7VZiHCw4qnE4nTqcz7D1NWlrcMukCwSGN8IOKibglqSFS8AQHhgQpUokMRVNK3YsgIHoF0u5mmmcG0/FWtKzyeUkIDmvchgxuMk6MSrFzIXGTcSKezGxfZNX9CzjrwinMMs/EhYQEHOXZhxo5yu1pnuML8j02zj6umKLSQopKCxl3VH4wfeSY4v6c0L6b+REl1pURR4oUtiRghLuWtPrqHrl2gUAg6BFCUu7e2OZgum4q1QrjgU19Fwj2Ew8++CBmszns78H9VbZKIOjreL0+EUog6AYiAkpwYOgsRSpOSH63ophERTpBJ6jszTxhWxsjAkrmCdtaqq1jQZUNGf2ote5jk3pAVOSSBMlF9fkNdQc7drPEuhwFPlPy+boxzGvZENUZx4qA2qTKoz2nsEfvgUAg2I/4/9+XuzRUNrYcekbasVLuAJXsCdtNpL4LDlZuu+025s6dG/aeJi2tl1ojEPQBRLhPFOKWpIYQoAQHjs5SpGJQqnaywrEyPHXPupZir5Xl9pXsqDwOKIg9oO+i6CU4fBiQn02V0ky+1xYmQrmQqFKaKSzICb43vDCDEa493BMRuSQD9+lHB6P6YgqcIZO0P6nH8nrwszLTnf/zx1R1HgGV53Wwy2EDBnT30gUCwf7mcPBDsltp3LqVXJclmHL3pPVD8uSWsN1E6rvgYEWj0USn24kqeAKBIAQhQKWGEKAEfYN4q8QqFf3SwN2u4CbjRH5S5VCnNFDktqFytXHlWz+TIX8Xf0DfBdErpfYJIeugpjTdi17yiU+RUUzDJBu52o5V/FPTrYyyLEeFjAuJu/RjucexHjXwD9savpt+D9lHjQszPqd5H+UuDXuqahi8bRt57c082v4x+9CQjRM1MMJTH7NtkRFQLiQqI0QxgUDQhzkM/JDKbV7MbicyBFPuAniQ+L3xHB5wfBo/MlQgEAgEgoMcIUClhhCgBL1HQNRpVaB78WGoqeQG7QS2qvqT7W3xiUqDBtHkghy8PGFby3z9aEa4a5EAM05GuqqZ5/h8/w7oD4dV7MMVg4msYUckl6aZk49kMOG2W5llnsEm9QC2qLJZalmOZDBx0km/9JdI10f9ZhoUOl73ppNLM4WyPW5zWlFyk2EiC+yrUeMTnWYbJzPP8XlMUUwgEPRdyl0aLtJN5Q3X8jBxplJh4gLdVF53aynp5TZ2l70VOxkoO6MiNgG8yOxTpnOxaSrLWt5BO6iUz2qcFLsdHQs4IBZ3BAKB4GBFmJID4hakihCgBL1DyAT9Ru0EFtjKfSukzqVsUuWR53WQ67VSWwFXpE9koWsNxWGl7n0+PS/Y3gegWjJwYfrZvJzKgD7ZqKbDYBX7sCWVNE2tDuVDL0J9DXOdZr6rauK4opNQacZBTr5ffPIT8ZsJFU4TYSONH9Q5bFIN4ET3Hixo+EpdKLzLBIKDkNAiGqGRQYeSH1KFNpfnjGfyrO2DKM+6a42TGTNmBHO2LaG9AqbUHUXVK5s6FnAGDwEJGsvKxOKOQCAQHIwETMkPcwXmML/8lBEClKB3CJmgL3Ct4QH9KBbY1qBG5iT3HsC/SqyfGnMAb5W09JM7qtil4eHOli9477sRnH1ccecrqClENR0Oq9iHNamkaWp1UDSEMcCYodn+N7Ojdov8zQSE08i0ukiyaOMo915y3VYkoF2l4dxfZXH0UaXkpg+F4iFiQiYQHCR0q4jGQYK1vo6/OL6I6Vn3F8cXfO76FW07y8ltt/Cqe1XYAk5D2TYActstYnFHIBAIDlaE+iJIEVFHUdArlLs0TNdNpVJhothr5Rnb6qhKZIFV4lgD+FDxCSBHbuVoVz2vfPQTv3v4XRpuvxbXU/N9UU6xCI1QsSzneFcNb1iWk+tsonH7NrBbg7uGrmLHat/OfY5u3AnBASGkTPinW+up2OuA5n3xfx/dJN5vprMIKJU/qq8YBzIwXzuSV/5rZ/EbH+L+2514/nI1tLV0chSBQNAXKFU7WdGyimJ/EY2Z5pnBZ96KllW+hZKDnCNKC6hT6Im0ZJaBOoUe7cBBYc/6ZZZlwfsxVT+dqfrpMbdN102lwq3tjUsSCAQCgSAlvN6u/x2OCAFKcOAIEQHe/aGGGqWR+foxcXd/3LaOo111LA8ZwF9unEw8yaC/7GBE+x7eblpCdrsF95ZNVFXsjik0RApgiQa+iVax8z22Q2IV+5DGH+1Wd8ccLnrkPS576Rt+9/C71N0xB9eC+/aLCBXvN5Oobk7kNgn4u30Nl9u/ZYnlbVR48dqtfPuf/0JVmRCiBIK+jsFE1tBh1GkyucA8I1gps06Tecik0441tHCcuw4Jn2fd7fpTcfnreh7nrqPIuS/hAo5Y3BEIBALBwY4QoFJDpOAJDgwxUt5GuPawyJ+aFMCFxBzjJG53fEmx18rzrWvJKi2hrgIu8Js5b1QPZKRrV9SPVwU8a18dfN0opXPtok94oW1dVFpdKt4cgVXsXL9ANdc4gcetayn2WlnuWMWOyuOAAmGceqDpwx5ekb+Z+3W/ZpF9DQp8/mUKJJR+ycmJRBpyzOgoBXBn27/A/7lZ5hmwYnPQ+Fz50Ivh3lMCgaDvkIrH3MFKJ8UZ+pcMIt+zI24aYuDfsbaJxR2BQCA4yDhM/aAOw0vuFkKAEhwYYpgyL/Kn3bmAn1S5/MpdjxqZ2x1fcp1xUodwNPsWcttaed2tZWP5Pu5YYuNN63LyvR2ro56QCT2AG4n5+tEstK2JKTSk5M0RWMX2V0prUOioUmVQ4HKwXTbwhyX/I9v7nTBOPZD0dQ+viN8MyDhRko4HNwq2KftxjKcBCdAkjIvqQIHEL9wN3OPYgAoZt90K9TVQNKSnWy8QCHqKVDzmDkY6Kc5Q2tYavYBjW0ex18oqxwoAsmNsW9GyyifUHUr3SiAQCA51DlMl5jC97C4jBCjBASGeKbMLiVnmmfykyuFI916ea12HpqCYpy+fQa52ascqsVbnG8Cr2vhN63vkeh3BAeuT1g+jSturkHnG5ouGiiU0xIxqijfwjVjFrqnczeAX30CFl2KPhWPcdcI49UCTQlRTr1SiivjNbCzfxxlLvEHh9FhPQ9RHmtCQiTP4OtKwXInMA471gC8a6kLTNG5wmomfxCoQCAQHgETFGVTqMDG+RmnsqOrpr4JXV1YWvW3oMNCm+9L2O4tyFQgEAoGgFxECVGoIAUpwQIgnAsw2nskm9QBunjCUc44tIE81NfHgMiKyxCUpUHUSQRJTaIg4TtTAN9KbI2QVW5bzmSGq4vUqqUQ19VolqpDfzM59DvYojdypH8cLtvdj7m6kPey1BHiArcp+/MKzL0yMskparmrbxOaK0SETPoFAIOhjdJaGCLG3adNxLXooqShXgUAgEAgEBw9CgBIcEOKJAPMcX7BFlcM5xxb4xaFOxICIweye8koynn8VZNitMDBfP4aFtjVholRMoaEb3hy9ElEjCKPbHl4HOM2j2KTmRcs7jHTvDntfBrZIWRwpN/rS6pB4SHsyd7RtRMLnATXQY43yh+ont3G0qx5jtpiACQQHLcn62B3sdJaGGGtb874D7t0nEMTC6XTidDrD3tOkpaHRaHqpRQKBoK8hIqBSQ1TBExwQerQcdWAw21/Pr48bivIXw2lIMzPbOJnbHV8GJ/LfKPOoSnSOkOOcdkSOb/Cb0a/Tgb+oitf7pPQddLcSVUj1xk+31lOx1xGzsmIiSlvrGeWu9v824b/KfsEUuyPlxqBc6kbix7QB7PWvDUiAMU7dxxzZQSGiSpRAcFDSC9U5DyZSqVQrEOxPHnzwQcxmc9jfgw8+2NvNEggEfQhRBS81RASU4MCQaspbsivDKjXq6+eRbbfyVJsSzfNbqa/ZyR/Sz2Crqj/Z3hZWOVaQNWSI77OJjgtJnbMvRNQc7nTHwyulSlQpmJ0notKdRg4q0nGjAo7y7Atuc6LEImnJkx1o8fKWdUVS98CLxK42BYVJ7S0QCPoUvVCd82BCRBoL+gq33XYbc+fODXtPk5bWS60RCAR9kcNVSOoqQoASHBhSEQFSnfQHIpncLlw6Nc1Ao0KHS1J27CP7jxvPU8JvhtpYVtb5OVMV0wQ9Tzc8vFKqRNVDk8R/NSv5R8YFvG15mxy5Nfh+vZTOueZzcUtKlluWkudNLqLJjcRFxnO4rv+ApPYXCAR9i16pznkQ0WvefQJBBBqNJjrdTk6ueq1AIDg8EAJUaggBSnDgSFYE6Oqk326lcccOctstvOHu+Fy210rdjjJy62viHrehbBuA77OdnbM7ETWCnuEAfQc9N0mUcUtKvBFuTl4k3AGhNIUBrQqZRxyfsss6nmC1KYFA0PeIE3Vb1eAUET4JEJHGAoFAIDhYEAJUaggBStDn6Oqkv7PPPdRm5tZ42/XTAXjDneQ5uxpRI+g5DsB30K00kJCJp7bFwpLmt8mTW8J2yZNbeLtpCZIkRW1LhAzo5Xbyc7O6clkCgeBAkCCad8SgUorcR4kIn3iISGOBQCAQCA5JhAm5oM8ROukPJXTS35XPbdrVlHB7V84pOLTpsuF8hMHwo+//TD9/6l0rSn5rms5uhRGALJxk4auws1thZKZ5JrWkRx1SBv6mPREXEhJglp2UeJt76lIFAkFPExrNa1nO8a4a3rAsJ9fZRHtFGcta3umZwhyHIoEo1/sX8PotU3jpshN5/ZYp5N6/IGnvPYFAIBAIDgTChDw1hAAl6HN0ddLf2edGDMxMuF1UthNE0uXqjRETz4EeK7I//W6flE65KpPzzDNpSDOj/MVwFP5KjueZZ1KlNONR+IJTW1DyvTI7WDHv5rZvUCPjAr5SF7Jkt6JLVfkEAsH+J1Elt5m6c0grGdL16pyHA12sVCsQCAQCwYFECFCpIVLwBH2Orno/dPo57Qlxt69y+CqPZQu/CUEoXUwDiUwHDVS2q5YMzMo4lz+eewonl/YjO+BZBWT7/awq6y0Y3v+ehooyZurOYa9CxwWtP3Fn65fB41ukdO7WjWHHqi3ke75OuSqfQCDY/yRK4a1SZbDprOsYl68RXoICgUAgEBzEHK5CUlc5LASo6dOn89lnnzF+/Hjefvvt4Pu7du3i4osvpr6+HpVKxZ133sl5553Xiy0VAF33fojxuYtNU1nW8g7aQaWst6QxfND/t3fvQVHf97/HX7tcFkVYJCK4x1usSTXTOSGjI9FmzmAkEe0k3uKtGjU6OtPISVJMO5rTekuUprYOY360tBlR29HENonaRIeKJh3PMYwa5sdMpqEEG0QNghoKyyUsy7Lnj8QN6yKwwO53gedj5vvHfr6Xfe/Xrx/gvZ/P+zNBt8ov69mhT+tqeNx31/12Fbzqy5epN4Hv9LDY+b3+8HwxdrYqw2KUaI36tnZUu6Rm+3pWE/6PdLNS/7vSrKRDWXrUed3r+iPcX+uDuqNaE/u0ft1wlqXbgRDU1Upu40ZapbhoagkCANCPkYDyz6BIQL344otau3atDh065NUeHh6u7OxsJScnq6qqSlOmTNHcuXMVHc0vgIbq6Qpnd51XcbNOj5zMUUu59FT1Q7p6+FONbX1I7+qy3k/8TP/9o40aN9L63XUlVraDrx4UO+/VEuKtTjlzf6WasjK9H/mY9juvKULf1IAqCbtPD7i+UoSkIXJ5RlaxdDsQeljJDQCAgY8ElH8GRQ2o1NRUxcTE+LSPGjVKycnJkqSkpCSNGDFCNTU1QY4OHepp7Yd256XaLGq+8oUSWur0Z/sJTXFW6s/2E0poqVPzlS+UarN4X5d6E+gjPa4dJXnVj3q1/iM1mSI9NaAe+jb55L7rFIrlAyHozqhc6jwBAABICoEE1Llz5/TUU0/JZrPJZDLp+PHjPsfk5ORo/PjxioqKUkpKii5evNjncRQVFcnlcmnMmDF9fm0Yo7MCsAuGzlN5a1T3L9bqlGq/0he3GvRR6U0KP6NzvfjD0+u5VYOs7pZvy5d/5+7XFMsHQhAruQEA0Dmz4emIXgvFIuQ1NTVasWKFYmNjFRcXp3Xr1qmhoeGex1+5ckUmk6nD7a9//avnuI72v/32237FZvgUvMbGRj388MNau3atFi5c6LP/6NGjyszMVG5urlJSUpSdna3Zs2ertLRUI0eOlCQlJyertbXV59zTp0/LZrN1GUNNTY1WrVqlN998857HOBwOORwOz2u73d6djwcDdVYA9s5oke+mVHWi1Snnf72qmrIyrfy2PpTNVU/hZ9xbT6eR6t7P7d2qzNHaGJPOlB4glPVgCi8AAIPGAJi/FoofYcWKFbpx44YKCgrkdDr13HPPacOGDTpy5EiHx48ZM0Y3btzwavvjH/+oPXv2aM6cOV7tBw4cUHp6uud1XFycX7EZnoCaM2eOz4dqb+/evVq/fr2ee+45SVJubq5OnjypvLw8bd68WZJUXFzc4/d3OByaP3++Nm/erBkzZtzzuKysLO3YsaPH74Pg61UdnvbaTYl6y/mep44HhZ/RqR7+4Xmv5/ZurW6TroZZKZYPAECA3P0FtCRZIiNlsVgMighAqOlNAqrDPsZi6VUfU1JSovz8fF26dElTp06VJL3xxhuaO3eufvOb33Q4QCcsLExJSUlebceOHdOSJUs0bNgwr/a4uDifY/0R0mPeWlpaVFRUpLS0NE+b2WxWWlqaCgsLe319t9utNWvW6PHHH9ezzz7b6bFbtmxRXV2dZ7t27Vqv3x+B1as6PO306VQ+oAtez60pRsVhI31qPjkllYcP188WTGVKDwAAAZKVlSWr1eq1ZWVlGR0WgBDSmyl4gehjCgsLFRcX50k+SVJaWprMZrMuXLjQrWsUFRWpuLhY69at89m3ceNGjRgxQtOmTVNeXp7c7rv/UulcSCegbt++LZfLpcTERK/2xMREVVVVdfs6aWlpWrx4sU6dOqXRo0d7klfnz5/X0aNHdfz4cSUnJys5OVmffvpph9ewWCyKjY312hDi+qgAbPspUe1R+Bl+6W4dsXbPbUbsHMW7m2WS5JRJF8NH6ao5VhGSvm+u15LJVorl99CCBQs0fPhwPfPMM0aHAgAIUXd/AV1XV6ctW7YYHRaAENKbBFQg+piqqipPqaI7wsPDFR8f3+0cyv79+zV58mSfGWI7d+7UX/7yFxUUFGjRokV6/vnn9cYbb/gVn+FT8ILhzJkzHbY/9thjagvFSZvoG72ow9Nen03lw+DlTx2xds/tvga3El7PV+vXZm2ImaP/FzlOP2i9qb/Wvaf7IiRFDTH0Y/VnL774otauXatDhw4ZHQoAIER1OBXGz2/7AfjBbA7NokoB4s90u82bN+v111/v9JiSkpJex/T111/ryJEj+uUvf+mzr33bI488osbGRu3Zs0cvvPBCt68f0iOgRowYobCwMFVXV3u1V1dX92reIQaRO3V4RkRr5vdH9mi0SF9N5cMg1mBXzeeff1NHrO49TXFW6q2695To+I9qPi+VGu5a1ODOczvMJLvLrHC1aXvj/9X/bK1Wdv1phatNt1skNX9tyMcZCFJTUxUTE2N0GAAAALijHyafgrUK3qZNm1RSUtLpNmHCBCUlJenmzZte57a2tqqmpqZbOZR33nlHTU1NWrVqVZfHpqSk6Pr16z51rDoT0gmoyMhITZkyRWfPnvW0tbW16ezZs5o+fbqBkWFQ6aOpfBi8vvjarM/dMXLK5FVHzCmTPnfHqLw5rOPznBYtiJ7fcf2x6PkDtv7YuXPn9NRTT8lms8lkMun48eM+x+Tk5Gj8+PGKiopSSkqKLl68GPxAAQAAMKgFKwGVkJCgSZMmdbpFRkZq+vTpqq2tVVFRkefcDz/8UG1tbUpJSenyffbv36+nn35aCQkJXR5bXFys4cOH+1U03fApeA0NDbp8+bLndXl5uYqLixUfH6+xY8cqMzNTq1ev1tSpUzVt2jRlZ2ersbHRsyoeEHB9NJUPg9eNylsa66pTxF3lxCPk1lhXna5/eVP3J8X5nNe+/ti7de962tvXH/tuhb2Bo7GxUQ8//LDWrl2rhQsX+uw/evSoMjMzlZubq5SUFGVnZ2v27NkqLS31zHlPTk5Wa2urz7mnT5/ucPUPAAAAwF+hNmhr8uTJSk9P1/r165Wbmyun06mMjAwtW7bM8zvwl19+qVmzZulPf/qTpk2b5jn38uXLOnfunE6dOuVz3ffff1/V1dV69NFHFRUVpYKCAu3evVsvv/yyX/EZnoD65JNPNHPmTM/rzMxMSdLq1at18OBBLV26VLdu3dLWrVtVVVWl5ORk5efn+xQmBwLqzpQoqd0f/APvD38ERuuwOL0U86T+UveuVxLKKZNeinlSmbHDOzxvsNYfmzNnjubMmXPP/Xv37tX69es9X0Tk5ubq5MmTysvL0+bNmyV9841MX7l7iVy73d7J0QAAAOi1flIPKhRDPHz4sDIyMjRr1iyZzWYtWrRI+/bt8+x3Op0qLS1VU1OT13l5eXkaPXq0nnzySZ9rRkREKCcnRz/96U/ldrs1ceJEz+/k/jA8AZWamtrl0n0ZGRnKyMgIUkQA0LfCG2qVXX+6wxFQ2fWndd3+vyT5DnO9U38s8dtpd5kxT2hvfYGn/lhi+BMabInQlpYWFRUVea0QYjablZaW5lnhtK9lZWVpx44dAbk2AAAAOtDW1i+SUKEYXnx8vI4cOXLP/ePHj+8wB7N7927t3r27w3PS09OVnp7e69hCugYUAAwEo2wJuhpmlVMmr3anTLoaZpXtf4zs+MQO6o89GztPtyKtiho/Qf+odKj8dqNU+5XU6gzCJzHe7du35XK5fEbBJiYmdntpWUlKS0vT4sWLderUKY0ePbrT5NXdS+Reu3atx/EDAACgm0Ixu4NeMXwEFAAMdBOGtGmYuUERcvuMZPq+uUEjo1wdn3hX/bGKm3V65GSOWsqlp6of0tU//bdsrnodazqh+AceVETGL6hJ1k1nzpzp9rH+LJELAACAwYMcmX8YAQUAgTYsVsPvsZLi8K5WUrxTf2xEtFJtFjVf+UIJLXX6s/2Epjgr9Vbde0p0/Ec1ZZ9LDQO/NtGIESMUFham6upqr/bq6upuLS0LAAAA9JVgrYI3UDACCgACrY9WUvzCadHKofP0lvM9jWuze1bGqzDHavnQeTrcGqX7A/k5QkBkZKSmTJmis2fPav78+ZKktrY2nT17llqBAAAAA1WI1oMKwZBCGgkoAAiGPlhJsaKmSZVhMcqMecKTfJKkzJgnVBkWoytfNba7dv/V0NCgy5cve16Xl5eruLhY8fHxGjt2rDIzM7V69WpNnTpV06ZNU3Z2thobGz2r4gEAAGCACdGi5CEWTsgjAQUA/cS4+KGyueq1t77Aq31vfYGWWxdq/H39P/kkSZ988olmzpzpeZ2ZmSlJWr16tQ4ePKilS5fq1q1b2rp1q6qqqpScnKz8/HyfwuQAAPSGw+GQw+HwarNERlIXEDBKCGZ7QjCkkEYNKADoJyZEOHSs6YTGtdlVYY7VIusiVZhjNa7NrmNNJ3R/eLPRIfaJ1NRUud1un+3gwYOeYzIyMlRRUSGHw6ELFy4oJSXFuIABAANSVlaWrFar15aVlWV0WADQbzECCgD6i2Gxin/gQVWXfa7lQ+epMixGy60LPavgdVrMHAAA+GXLli2eUbh3WCIjDYoGQChiBJR/SEABQH/RR8XMAQBA1ywWi+90O7fbmGAAeAuRelAhEEK/QgIKAPqTPihmDgAAAPRrIZL5CZEw+g0SUAAAdENOTo5ycnLkcrmMDgUAAAAhgASUfyhCDgBAN2zcuFGfffaZLl26ZHQoAAAACAFtbT3fBiMSUAAAAAAAAAgopuABQDC0OqUGu75wWlRR06Tx90Xr/vBmiocPNjwHAAAAfc+gouSDdSRTT5GAAoBAa3XK+V+vqqasTCuHzlNlWIxsrnodazqh+AceVETGL0g+DAY8BwAAAIFhUCaIBJR/mIIHAIHWYFdNWZkSHf/RW3XvaYqzUm/VvadEx39UU/a51GA3OkIEA88BAADAgEINKP+QgAKAAPvCadGCofNUYY7VuDa73q17V+Pa7Kowx2rB0Hkqb40yOkQEAc8BAADAwEICyj8koAAgwCpqmlQZFqPMmCe82jNjnlBlWIyufNVoUGQIJp4DAACAgYUElH9IQAFAgI2LHyqbq1576wu82vfWF8jmqtf4+6INigzBxHMAAAAQJGZSHaGIfxUACLAJEQ4dazrhmW61yLrIMw3rWNOJb1ZBw4DHcwAAABAkQRpixAgo/5CAAoBAGxar+AceVLVluJZbF6oowqbl1oWqtgxX/AMPSsNijY4QwcBzAAD9isPhkN1u99ocDofRYQEIISSg/BNudAAAMOCFRygi4xdKbLDrcGuUrnzVqPH3RSsx/Ilvkg7hEUZHiGDgOQCAfiUrK0s7duzwatu2dau2b99uTEAAQs5gTST1lMntdruNDqI/stvtslqtqqurU2ws31oD6H/ox3qG+wagv6Mf6x6Hw+Ez4skSGSmLxWJQRAD6nMnUq9NjYnp+bn19r966X2IEFAAA3ZCTk6OcnBy5XC6jQwEABIHFYvFNNvHdPdA/mc0BGa7ECCj/UAMKAIBu2Lhxoz777DNdunTJ6FAAAADgDzJFIYERUAAAAAAAAH4ir+UfElAAAAAAAAB+IgHlH6bgAQAAAAAA+KmtredboOzatUszZszQ0KFDFRcX161z3G63tm7dqlGjRmnIkCFKS0tTWVmZ1zE1NTVasWKFYmNjFRcXp3Xr1qmhocGv2EhAAQAAAAAA+CkUE1AtLS1avHixfvKTn3T7nF//+tfat2+fcnNzdeHCBUVHR2v27Nlqbm72HLNixQr985//VEFBgT744AOdO3dOGzZs8Cs2k9vNUg49wfK1APo7+rGe4b4B6O/ox3qBP52AgcVkMuz0QHcnBw8e1EsvvaTa2tou4nDLZrNp06ZNevnllyVJdXV1SkxM1MGDB7Vs2TKVlJTooYce0qVLlzR16lRJUn5+vubOnavr16/LZrN1KyZqQPXQnbyd3W43OBIA6Jk7/RffQ/iH/h9Af0f/DwDGczgccjgcXm0Wi0UWiyWocZSXl6uqqkppaWmeNqvVqpSUFBUWFmrZsmUqLCxUXFycJ/kkSWlpaTKbzbpw4YIWLFjQvTdzo0euXbvmlsTGxsbW77dr164Z3aX2K/T/bGxsA2Wj//dPc3Oze9u2be7m5mbDrkEMxEAMgYnBCNu2bfPpl7dt29Zn1z9w4IDbarV2edz58+fdktyVlZVe7YsXL3YvWbLE7Xa73bt27XI/+OCDPucmJCS4f/e733U7Jqbg9VBbW5sqKysVExMjUyfj7ux2u8aMGaNr164xxLkD3J+ucY86x/3pXGf3x+12q76+XjabTWYzJQG7i/6/b3B/usY96hz3p3P0/32vL6Yu9vYaxEAMxBCYGIzgzwiozZs36/XXX+/0eiUlJZo0aZLndXen4H388cf64Q9/qMrKSo0aNcrTvmTJEplMJh09elS7d+/WoUOHVFpa6nXuyJEjtWPHjm7Xm2IKXg+ZzWaNHj2628fHxsb2q/8Mwcb96Rr3qHPcn87d6/5YrVYDounf6P/7Fvena9yjznF/Okf/DwChyZ/pdps2bdKaNWs6PWbChAk9iiMpKUmSVF1d7ZWAqq6uVnJysueYmzdvep3X2tqqmpoaz/ndQQIKAAAAAAAgRCUkJCghISEg177//vuVlJSks2fPehJOdrtdFy5c8Ixsmj59umpra1VUVKQpU6ZIkj788EO1tbUpJSWl2+/FmFsAAAAAAIAB4OrVqyouLtbVq1flcrlUXFys4uJiNTQ0eI6ZNGmSjh07JkkymUx66aWX9Nprr+lvf/ubPv30U61atUo2m03z58+XJE2ePFnp6elav369Ll68qPPnzysjI0PLli3r9gp4EiOgAs5isWjbtm1Br2TfX3B/usY96hz3p3PcH+Nw7zvH/eka96hz3J/OcX/6Xl/c095egxiIgRgCE8NAsnXrVh06dMjz+pFHHpEkffTRR0pNTZUklZaWqq6uznPMz3/+czU2NmrDhg2qra3VY489pvz8fEVFRXmOOXz4sDIyMjRr1iyZzWYtWrRI+/bt8ys2ipADAAAAAAAgoJiCBwAAAAAAgIAiAQUAAAAAAICAIgEFAAAAAACAgCIBBQAAAAAAgIAiAQUAAAAAAICAIgEFBMk//vEPmUyme24zZ870On727NkKCwvTpUuXfK61Zs0az3mRkZGaOHGidu7cqdbW1mB9HABAN9H/A4Cx6IeB0EACCgiSGTNm6MaNGz7bH/7wB5lMJj3//POeY69evaqPP/5YGRkZysvL6/B66enpunHjhsrKyrRp0yZt375de/bsCdbHAQB0E/0/ABiLfhgIDSa32+02OghgsCopKVFKSopeeOEFvfbaa572HTt26F//+pe2bdumRx99VDdu3NCQIUM8+9esWaPa2lodP37c0/bkk0+qvr5ehYWFwfwIAIAeoP8HAGPRDwPBxwgowCC1tbWaN2+eUlNT9eqrr3ra3W63Dhw4oJUrV2rSpEmaOHGi3nnnnS6vN2TIELW0tAQyZABAH6D/BwBj0Q8DxiABBRigra1NP/7xjxUeHq7Dhw/LZDJ59p05c0ZNTU2aPXu2JGnlypXav3//Pa/ldrt15swZ/f3vf9fjjz8e8NgBAD1H/w8AxqIfBowTbnQAwGD0yiuvqLCwUBcvXlRMTIzXvry8PC1dulTh4d/891y+fLl+9rOf6d///re+973veY774IMPNGzYMDmdTs8P0u3btwfzYwAA/ET/DwDGoh8GjEMNKCDI3n77ba1cuVInT570fLtyR01NjWw2m5xOp9e3MS6XS6+88op27dol6Zu5519++aV+//vfKzIyUjabzfODEgAQmuj/AcBY9MOAsfifAgRRcXGx1q1bp1/96lc+P/Qk6fDhwxo9erRXUUNJOn36tH77299q586dCgsLkyRFR0dr4sSJwQgbANBL9P8AYCz6YcB4JKCAILl9+7bmz5+v1NRUrVy5UlVVVV77w8LCtH//fj3zzDP6wQ9+4LVvzJgx2rJli/Lz8/WjH/0omGEDAHqJ/h8AjEU/DIQGElBAkJw8eVIVFRWqqKjQqFGjfPYPGzZMDQ0NevPNN332Wa1WzZo1S/v37+cHHwD0M/T/AGAs+mEgNFADCgAAAAAAAAFlNjoAAAAAAAAADGwkoAAAAAAAABBQJKAAAAAAAAAQUCSgAAAAAAAAEFAkoAAAAAAAABBQJKAAAAAAAAAQUCSgAAAAAAAAEFAkoAAAAAAAABBQJKAAAAAAAAAQUCSgAAAAAAAAEFAkoAAAAAAAABBQ/x8Ed0iDIvwjvgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nsmp = 1000 # sample size\n", "smp = {}\n", "acovs = {}\n", "rcovs = {}\n", "acovs_post = {}\n", "rcovs_post = {}\n", "for e, etext in zip(energies, [\"thermal\", \"fast\", \"high_energy\"]): # change this for the nuclide you choose\n", "\n", " # Run GLS update algorithm to create covariance matrix\n", " mask = f\"E=={e} & MT==454\"\n", " ify = fy.data.query(mask).set_index(\"ZAP\")\n", " absolute_cov = sandy.CategoryCov.from_stdev(ify.DFY)\n", " relative_cov = sandy.CategoryCov.from_stdev((ify.DFY / ify.FY).fillna(0))\n", "\n", " acovs[e] = absolute_cov\n", " rcovs[e] = relative_cov\n", "\n", " \n", " extra = chfy.query(f\"E=='{etext}' & ZAM=={za*10}\").set_index(\"A\")\n", " y_extra = extra.CHY\n", " Vy_extra = sandy.CategoryCov.from_stdev(extra.DCHY)\n", "\n", " fy_post, cov_post = gls_update(fy, za*10, e, sensitivity, y_extra, Vy_extra)\n", "\n", " ify_post = fy_post.data.query(mask).set_index(\"ZAP\")\n", " absolute_cov_post = cov_post\n", " relative_cov_post = cov_post.data / (ify_post.FY.values.reshape(-1, 1) @ ify_post.FY.values.reshape(1, -1))\n", " # Symmetrize the resulting matrix\n", " relative_cov_post = sandy.CategoryCov((relative_cov_post + relative_cov_post.T).fillna(0) / 2)\n", "\n", " acovs_post[e] = absolute_cov_post\n", " rcovs_post[e] = relative_cov_post\n", "\n", "\n", " # Plot the generated covariance data and compare to original data \n", " fig, axs = plt.subplots(1, 3, figsize=(12, 4))\n", "\n", " ax = axs[0]\n", " ify.reset_index().plot(x=\"ZAP\", y=\"FY\", ax=ax, kind=\"scatter\")\n", " ify_post.reset_index().plot(x=\"ZAP\", y=\"FY\",ax=ax, kind=\"scatter\", color=\"tomato\", marker=\"x\")\n", " ax.tick_params(labelbottom=False)\n", " ax.set(yscale=\"log\")\n", " \n", " ax = axs[1]\n", " relative_cov.get_std().reset_index().plot(x=\"ZAP\", y=\"STD\", kind=\"scatter\", ax=ax)\n", " relative_cov_post.get_std().reset_index().plot(x=\"ZAP\", y=\"STD\", kind=\"scatter\", color=\"tomato\", marker=\"x\", ax=ax)\n", " ax.tick_params(labelbottom=False)\n", " ax.set(yscale=\"log\")\n", "\n", " ax = axs[2]\n", " sns.heatmap(relative_cov_post.get_corr().data, vmin=-1, vmax=1., cmap=\"bwr\", ax=ax)\n", " ax.tick_params(labelbottom=False, labelleft=False)\n", " \n", " fig.suptitle(f\"ZAM={za*10} - E={e:.3e} eV\")\n", " fig.tight_layout()\n", "\n", "\n", " # Draw random sample from the new covariance data\n", " seed = random.randrange(2**32 - 1) # create a seed, need to change it for the different energies\n", " print(f\"sampling IFY for energy {e:.3e} eV...\")\n", " smp[e] = relative_cov_post.sampling(nsmp, seed=seed) # sample from posterior covariance matrix" ] }, { "cell_type": "code", "execution_count": 8, "id": "2e1d5605-e932-406f-a4da-667478fb1d34", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:48:53.924499Z", "iopub.status.busy": "2024-09-27T09:48:53.924175Z", "iopub.status.idle": "2024-09-27T09:49:41.437502Z", "shell.execute_reply": "2024-09-27T09:49:41.437017Z" } }, "outputs": [], "source": [ "with pd.ExcelWriter(f'PERT_{za}_MF8_MT454_COV.xlsx') as writer:\n", " for e, s in smp.items():\n", " s.data.to_excel(writer, sheet_name=f'{e:.3e}')" ] }, { "cell_type": "markdown", "id": "c9d980cd-c181-465a-a499-acfaf0777027", "metadata": {}, "source": [ "## Read coefficients from perturbation file and generate random FY ENDF-6 files" ] }, { "cell_type": "markdown", "id": "57c30635-895e-4ded-8b0d-ae9933f6cbf6", "metadata": {}, "source": [ "Skip the part above if you already have the file of perturbations." ] }, { "cell_type": "code", "execution_count": 9, "id": "e2eec6f2-8129-4395-a921-fdb13ca043ed", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:49:41.439629Z", "iopub.status.busy": "2024-09-27T09:49:41.439263Z", "iopub.status.idle": "2024-09-27T09:50:06.887093Z", "shell.execute_reply": "2024-09-27T09:50:06.886447Z" } }, "outputs": [], "source": [ "smp = pd.read_excel(f'PERT_{za}_MF8_MT454_COV.xlsx', sheet_name=None, index_col=0)\n", "smp = {float(k): v for k, v in smp.items()}" ] }, { "cell_type": "markdown", "id": "a3aaf92d-2cba-4e66-ab08-c681a43ce6ea", "metadata": {}, "source": [ "Compare convergence of relative perturbation coefficients in EXCEL file." ] }, { "cell_type": "code", "execution_count": 10, "id": "740c0c7d-8c4e-4251-868f-4752e14ff641", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:50:06.889287Z", "iopub.status.busy": "2024-09-27T09:50:06.888966Z", "iopub.status.idle": "2024-09-27T09:50:07.215787Z", "shell.execute_reply": "2024-09-27T09:50:07.215281Z" } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnYAAAHWCAYAAAD6oMSKAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdeXxcZb348c85Z/Y9+9I1XegGtCCldqGsUgpyr4K/e0EUuCguFxdQFEFRES+o93pduRZFQFAEBRcEqrJDSylp6ULbdEm3tM2+zT5z1t8fp5lm2iRt0qRpk+f9oiQ5c2bOM5PJOd95nu/zfSTLsiwEQRAEQRCEU5483A0QBEEQBEEQBocI7ARBEARBEEYIEdgJgiAIgiCMECKwEwRBEARBGCFEYCcIgiAIgjBCiMBOEARBEARhhBCBnSAIgiAIwgghAjtBEARBEIQRQgR2giAIgiAII4QI7ARBEARBEEaIUzKwe+ONN7jyyiuprKxEkiT+8pe/5N1uWRbf/OY3qaiowOv1cskll7Bjx468fdrb27nuuusIhUJEIhE+8YlPkEgkTuCzEARBEARBGFynZGCXTCaZPXs2DzzwQI+3/+AHP+CnP/0py5YtY/Xq1fj9fpYsWUImk8ntc91117F582ZefPFFnnvuOd544w0+9alPnainIAiCIAiCMOgky7Ks4W7E8ZAkiT//+c986EMfAuzeusrKSr785S9z++23AxCNRikrK+PRRx/lmmuuoaamhpkzZ1JdXc0555wDwN///ncuv/xy9u/fT2Vl5XA9HUEQBEEQhAFzDHcDBtvu3btpbGzkkksuyW0Lh8PMmzePVatWcc0117Bq1SoikUguqAO45JJLkGWZ1atX8+EPf/iIx81ms2Sz2dzPpmnS3t5OUVERkiQN7ZMSBEEQBGHUsiyLeDxOZWUlstz3YOuIC+waGxsBKCsry9teVlaWu62xsZHS0tK82x0OB4WFhbl9Dnf//fdzzz33DEGLBUEQBEEQjm7fvn2MHTu2z31GXGA3VO68806+9KUv5X6ORqOMHz+effv2EQqFhrFlgnDy6szAV1+ElfsPbVs4Fv77AxD2DF+7BEEQTiWxWIxx48YRDAaPuu+IC+zKy8sBaGpqoqKiIre9qamJOXPm5PZpbm7Ou5+u67S3t+fufzi3243b7T5ieygUEoGdIPTicy/DO20gdwvi3mmDr6+Ex47MeBAEQRD6cCypX6fkrNi+VFVVUV5ezssvv5zbFovFWL16NfPnzwdg/vz5dHZ2snbt2tw+r7zyCqZpMm/evBPeZkEYiXZ1wOt1YBw2Pcuw7O27O4anXYIgCCPZKdljl0gkqK2tzf28e/du1q9fT2FhIePHj+fWW2/lu9/9LlOnTqWqqoq7776bysrK3MzZGTNmcNlll3HzzTezbNkyNE3jc5/7HNdcc42YESsIg2RvtO/b90ShquDEtEUQhHx76zpoaoxSVhFhwrjIcDdHGESnZGC3Zs0aLrzwwtzPXblvN9xwA48++ihf/epXSSaTfOpTn6Kzs5NFixbx97//HY/n0HjQ7373Oz73uc9x8cUXI8syV199NT/96U9P+HMRhJFqQrjv2yce5XZBEAZfZzTDcw+9QNn+DfjMDNtlD2+Onc2VN19OOCQSX0eCU76O3XCJxWKEw2Gi0WifOXaGYaBp2glsmXCqcDqdKIoy3M0YUtf/GVbsyx+OVSRYNE7k2AnCcPjtD//E9L0raHWEict+gmaSYj3K1gmL+NiXrxru5gm9ONaYA07RHrtTgWVZNDY20tnZOdxNEU5ikUiE8vLyEVsL8WdL4fPL7Zy6LovG2dsFQTix9tZ1ULZ/A62OMG2OCABtsv21dP9G9u67SAzLjgAisBsiXUFdaWkpPp9vxF64hYGxLItUKpWbnd19BvdIEvbYPXO7O+ycuolhkVcnCMOlqTGKz8xQ7yzJ2x6X/VRqLTQ1dIrAbgQQgd0QMAwjF9QVFRUNd3OEk5TX6wWgubmZ0tLSET0sW1UgAjpBGG5l5WG2yx6CZjLXUwcQNJMkZS/TKiK93lc4dYy4cicng66cOp/PN8wtEU52Xe8RkYcpCMJQmzC+gKaxsynWoxTpnbhMjSK9k2I9SvPYM0Vv3QghArshJIZfhaMR7xFBEE6kK2++nK0TFiFbFpVaC7JlsXXCIq68+fLhbpowSMRQrCAIgiCMEuGQh499+Sr27ruIpoZOplVEuFT01I0oIrATBEEQhFFmwjhRmHikEkOxQp4bb7wRSZKO+HfZZZf1+7Fee+01/vVf/5WKigr8fj9z5szhd7/73VHv19Pxn3zyydztK1asYOHChRQVFeH1epk+fTo/+tGP+t2+nmzcuJHzzjsPj8fDuHHj+MEPfpB3+69+9SvOO+88CgoKKCgo4JJLLuGdd94ZlGMLgiAIwvESPXbCES677DIeeeSRvG1ut7vfj/PWW29x5plncscdd1BWVsZzzz3H9ddfTzgc5oMf/GCf933kkUfygslIJJL73u/387nPfY4zzzwTv9/PihUr+PSnP43f7+dTn/pUv9vZJRaLcemll3LJJZewbNky3nvvPW666SYikUjucV977TWuvfZaFixYgMfj4fvf/z6XXnopmzdvZsyYMQM+tiAIgiAMBrHyxAD1VQU6k8mwe/duqqqq8pYxG6hdHfa6myeiBtiNN95IZ2cnf/nLX4bk8a+44grKysp4+OGHe91HkiT+/Oc/59b2PRZXXXUVfr+fxx9/HADTNPn+97/PL3/5SxobGznttNO4++67+chHPtLrY/ziF7/g61//Oo2NjbhcLgC+9rWv8Ze//IWtW7f2eB/DMCgoKODnP/85119//TG3t8tgv1cEQRCEkac/K0+IodiTWGfGXpLpwsfgxr/CBY/ZP0czw9empUuXEggEev03a9asPu8fjUYpLCw86nFuueUWiouLOffcc3n44Yfp6/PHunXreOuttzj//PNz2+6//34ee+wxli1bxubNm7ntttv42Mc+xuuvv97r46xatYrFixfngjqAJUuWsG3bNjo6Onq8TyqVQtO0Y3pOgiAIgjDUxFDsSewLy+11Nrtbsc9eomko19l87rnnCAQCedvuuusu7rrrLh566CHS6XSv93U6nb3e9oc//IHq6moefPDBPo//ne98h4suugifz8c///lP/vM//5NEIsEXvvCFvP3Gjh1LS0sLuq7z7W9/m09+8pMAZLNZ7rvvPl566SXmz58PwKRJk1ixYgUPPvhgXgDYXWNjI1VVVXnbysrKcrcVFBzZXXrHHXdQWVnJJZdc0udzEgRBEIQTQQR2J6ldHfnra3YxLHv77o6hG5a98MIL+cUvfpG3ratHaqB5ZK+++ir/8R//wa9+9auj9urdfffdue/POusskskk//3f/31EYPfmm2+SSCR4++23+drXvsaUKVO49tprqa2tJZVK8YEPfCBvf1VVOeusswCYNWsWe/fuBeC8885j+fLl/X5O3/ve93jyySd57bXXxDCqIAiCcFIQgd1Jam+079v3RIcusPP7/UyZMqXH25YuXcqbb77Z630nTJjA5s2b87a9/vrrXHnllfzoRz8aUB7avHnzuPfee8lms3mTOLp618444wyampr49re/zbXXXksikQDg+eefPyIQ7br/Cy+8kFvtoWtpr/LycpqamvL27/q5vLw8b/v//M//8L3vfY+XXnqJM888s9/PSRAEQRCGggjsTlITwn3fPvEotw+V/g7Fvvbaa3zwgx/k+9///oBnrK5fv56CgoI+Z+aapkk2mwVg5syZuN1u6urqeh12nTBhwhHb5s+fz9e//nU0Tcs9jxdffJFp06blDcP+4Ac/4L/+67/4xz/+wTnnnDOg5yQIgiAIQ0EEdiepSQVw/ng7p87oNm9AkWDRuKGdHZvNZmlsbMzb5nA4KC4u7tdQ7KuvvsoHP/hBvvjFL3L11VfnHtPlcuWGdv/85z9z55135mad/u1vf6OpqYn3v//9eDweXnzxRe677z5uv/323OM+8MADjB8/nunTpwPwxhtv8D//8z+5odpgMMjtt9/ObbfdhmmaLFq0iGg0ysqVKwmFQtxwww09tvejH/0o99xzD5/4xCe444472LRpEz/5yU/yauR9//vf55vf/CZPPPEEEydOzD2nrskjgiAIgjCsLGFAotGoBVjRaPSI29LptLVlyxYrnU4f1zE605b18T9Z1vgfH/r38T/Z24fKDTfcYAFH/Js2bdqgPdb555+f2+eRRx6xur8Nly9fbs2ZM8cKBAKW3++3Zs+ebS1btswyDCO3z09/+lNr1qxZls/ns0KhkHXWWWdZ//d//5e3j2ma1o9//GNr2rRpltPptEpKSqwlS5ZYr7/+ep9t3rBhg7Vo0SLL7XZbY8aMsb73ve/l3T5hwoQen9O3vvWtfr8+ljV47xVBEARh5Oor5jicqGM3QCeyjt3uDjun7kTUsRNOLFHHThAEQTia/tSxE0Oxp4CqAhHQCYIgCIJwdCKwEwRBEIQR6kSuXCScHERgJwiCIAgjTGfGLnLfvR7q+ePhZ0shLLI+RjSxpJggCIIgjDB9rVwkjGwisBMEQRCEEaRr5SLjsKmR3VcuEkYuEdgJgiAIwghyLCsXCSOXCOwEQRAEYQQ5WVcuEk4MEdgJgiAIwgjStXKRIuVvVyR7u5gdO7KJwE4QBEEQRpifLbWXn+xu0Th7uzCyiXIngiAIgjDChD3w2IfFykWjkeixE/LceOONSJJ0xL/LLrvsuB63traWYDBIJBI56r51dXVcccUV+Hw+SktL+cpXvoKu63n7vPbaa5x99tm43W6mTJnCo48+elztOxZ//OMfmT59Oh6PhzPOOIMXXngh7/aeXrvjfd0EQRCOR1UBXDhRBHWjiQjshCNcdtllNDQ05P37/e9/P+DH0zSNa6+9lvPOO++o+xqGwRVXXIGqqrz11lv85je/4dFHH+Wb3/xmbp/du3dzxRVXcOGFF7J+/XpuvfVWPvnJT/KPf/xjwG187bXXmDhxYq+3v/XWW1x77bV84hOfYN26dXzoQx/iQx/6EJs2bcrb7/DX7nheN0EQBEHoLxHYnQqiHXBgD8Q6T8jh3G435eXlef8KCgb+ce8b3/gG06dP59/+7d+Ouu8///lPtmzZwm9/+1vmzJnD0qVLuffee3nggQdQVRWAZcuWUVVVxQ9/+ENmzJjB5z73OT7ykY/wox/9KPc4pmly//33U1VVhdfrZfbs2Tz99NMDfg4/+clPuOyyy/jKV77CjBkzuPfeezn77LP5+c9/nrff4a/d8bxugiAIgtBfIrA7mWUz8OKf4LEfw+9/Ab/5kf1zNjNsTVq6dCmBQKDXf7Nmzcrb/5VXXuGPf/wjDzzwwDE9/qpVqzjjjDMoKyvLbVuyZAmxWIzNmzfn9rnkkkvy7rdkyRJWrVqV+/n+++/nscceY9myZWzevJnbbruNj33sY7z++usDet7Hckywe/5KS0uZNm0an/3sZ2lraxvQ8QRBEPpjVwe8ukcUHxbE5ImT2xsvwJoVEAxDQQmkk/bPAB+4asgO+9xzzxEIBPK23XXXXdx111089NBDpNPpXu/rdDpz37e1tXHjjTfy29/+llAodEzHbmxszAvqgNzPjY2Nfe4Ti8VIp9PIssx9993HSy+9xPz58wGYNGkSK1as4MEHH+T8888/prYcS7u62gT2MOxVV11FVVUVO3fu5K677mLp0qWsWrUKRVH6fUxBEISjEWvCCocTgd3JKtoBWzfYQV0oYm9zHvy6dSPMu+jQ9kF24YUX8otf/CJvW2FhIQBjxow55se5+eab+ehHP8rixYsHtX1HU1tbSyqV4gMf+EDedlVVOeuss3I/dw9eDcMgm83mbfvYxz7GsmXLjvm411xzTe77M844gzPPPJPJkyfz2muvcfHFFw/kqQiCIPSprzVhH/vw8LRJGF4isDtZJaL2kGtBSf52rx86WiDeOWSBnd/vZ8qUKT3etnTpUt58881e7zthwoTckOkrr7zCs88+y//8z/8AYFkWpmnicDj45S9/yU033XTE/cvLy3nnnXfytjU1NeVu6/rata37PqFQCK/XSyKRAOD5558/IhB1u92579evX5/7fvXq1dxxxx289tpruW3dexl7O2ZXm3oyadIkiouLqa2tFYGdIAiDrmtN2MN1XxNWzIYdfURgd7IKhMHtsYdfu3rqwP7Z7YVgpLd7Dqn+DMWuWrUKwzByP//1r3/l+9//Pm+99VavPX/z58/nv/7rv2hubqa0tBSAF198kVAoxMyZM3P7HF5q5MUXX8wNu86cORO3201dXV2fw67dg9f9+/fjcDh6DWjnz5/Pyy+/zK233trjMXuyf/9+2traqKio6HUfQRCEgTqWNWFFYDf6iMDuZBUugOmzD+XUef12UBePwjmLhqy3DiCbzebljgE4HA6Ki4v7NRQ7Y8aMvJ/XrFmDLMucfvrpuW1//vOfufPOO9m6dSsAl156KTNnzuTjH/84P/jBD2hsbOQb3/gGt9xyS6637TOf+Qw///nP+epXv8pNN93EK6+8wh/+8Aeef/55AILBILfffju33XYbpmmyaNEiotEoK1euJBQKccMNN/T7NfniF7/I+eefzw9/+EOuuOIKnnzySdasWcMvf/lLABKJBPfccw9XX3015eXl7Ny5k69+9atMmTKFJUuW9Pt4giAIRyPWhBV6IgK7k9niy+2vWzfaw69urx3UdW0fIn//+9+P6GWaNm1aLvgaTNFolG3btuV+VhSF5557js9+9rPMnz8fv9/PDTfcwHe+853cPlVVVTz//PPcdttt/OQnP2Hs2LE89NBDeQHUvffeS0lJCffffz+7du0iEolw9tlnc9dddw2onQsWLOCJJ57gG9/4BnfddRdTp07lL3/5Sy5IVRSFjRs38pvf/IbOzk4qKyu59NJLuffee/OGfwVBEAZL15qwK/bZw69dFMlePkz01o1OkmVZ1tF3Ew4Xi8UIh8NEo9EjZnxmMhl2795NVVUVHs8gTEuKddo5dcHIkPbUCSfeoL9XBEEYVaIZe6LEYM6K3dVhD/OKZchOHn3FHIcTPXanglBEBHSCIAjCEQZzTVhROmVkEAWKBUEQBOEUNxhrwvZVOkU4dYjAThAEQRBGua7SKcZhyVndS6cIp4YRGdhNnDgRSZKO+HfLLbcAcMEFFxxx22c+85lhbrUgCIIgDI9jKZ0inBpGZI5ddXV1Xv20TZs28YEPfID/9//+X27bzTffnDfT0ufzndA2CoIgCMLJQpROGTlGZGBXUpK/WsP3vvc9Jk+enFes1ufz9blqgCAIgiCMFqJ0ysgxIodiu1NVld/+9rfcdNNNSJKU2/673/2O4uJiTj/9dO68805SqVSfj5PNZonFYnn/BEEQBGGk+NlSO4jrbtE4e7tw6hiRPXbd/eUvf6Gzs5Mbb7wxt+2jH/0oEyZMoLKyko0bN3LHHXewbds2/vSnP/X6OPfffz/33HPPCWixIAiCIJx4g1k6RRg+I75A8ZIlS3C5XPztb3/rdZ9XXnmFiy++mNraWiZPntzjPtlslmw2m/s5Fosxbty4E1OgWBixxHtFEARBOBpRoPigvXv38tJLL/XZEwcwb948gD4DO7fbLZaGEgRBEAThpDaic+weeeQRSktLueKKK/rcb/369QBHrI86Gt144409loq57LLL+v1YmUyGG2+8kTPOOAOHw8GHPvShft0/m80yZ84cJEnK/Y66bNy4kfPOOw+Px8O4ceP4wQ9+0O/29ddrr73G2WefjdvtZsqUKTz66KN5tx+tzI4gCMIJF+2AA3vspSmFUWHE9tiZpskjjzzCDTfcgMNx6Gnu3LmTJ554gssvv5yioiI2btzIbbfdxuLFiznzzDOHscUnj8suu4xHHnkkb9tAeisNw8Dr9fKFL3yBZ555pt/3/+pXv0plZSUbNmzI2x6Lxbj00ku55JJLWLZsGe+99x433XQTkUiET33qU/0+DsCePXuoqqqit8yE3bt3c8UVV/CZz3yG3/3ud7z88st88pOfpKKigiVLlgDHVmZHEAThhMhm4I0XYOsG+3u3B6bPhsWX298LI9aIDexeeukl6urquOmmm/K2u1wuXnrpJX784x+TTCYZN24cV199Nd/4xjeGqaVHl0wmSSaT+P1+/H7/kB/P7XYPSikYv9/PL37xCwBWrlxJZ2fnMd93+fLl/POf/+SZZ55h+fL89Wx+97vfoaoqDz/8MC6Xi1mzZrF+/Xr+93//Ny+we+ihh/jhD3/I7t27mThxIl/4whf4z//8zwE9l2XLllFVVcUPf/hDAGbMmMGKFSv40Y9+lAvsjqXMzmglFhUXhBPsjRdgzQoIhqGgBNJJ+2eAD1w1vG0ThtSIDewuvfTSHntfxo0bx+uvvz4MLeo/TdOorq6mpqYmF9jNmDGDuXPn4nQ6h6VNS5cu5c033+z19gkTJrB58+bjOkZTUxM333wzf/nLX3osHL1q1SoWL16My+XKbVuyZAnf//736ejooKCggN/97nd885vf5Oc//zlnnXUW69at4+abb8bv93PDDTf0u02rVq3ikksuydu2ZMkSbr311h737yqz86UvfSmvzM5oIxYVF4RhEO2we+qCYQhF7G3Og1+3boR5Fx3aLow4IzawGwmqq6tZuXIlJSUlVFZWkkgkWLlyJQALFiwYsuM+99xzBAKBvG133XUXd911Fw899BDpdLrX+x5vwGlZFjfeeCOf+cxnOOecc9izZ88R+zQ2NlJVVZW3raysLHdbQUEB3/rWt/jhD3/IVVfZn0yrqqrYsmULDz744IACu8bGxtwxuh8zFouRTqfxer15t/VUZmc06mtR8cc+PDxtEoQRLxG1h18L8kcR8PqhowXinSKwG8FEYHeSSiaT1NTUUFJSQlFREWAPkVqWRU1NDbNnzx6yYdkLL7wwN4TapbCwEIAxY8YMyTG7/OxnPyMej3PnnXcO+DGSySQ7d+7kE5/4BDfffHNuu67rhMOH1sWZNWsWe/fuBcj17nYPaM8777wjhoGP1a9//WuWLl1KZWXlgO4/EnQtKn647ouKi2FZQRgCgbCdR5dOHuqpA/tntxeCkd7uKYwAIrA7SXXl1R0eGASDQRoaGnJDs0PB7/czZcqUHm8b6qHYV155hVWrVh0xWeOcc87huuuu4ze/+Q3l5eU0NTXl3d71c3l5OYlEAoBf/epXuVI2XRRFyX3/wgsvoGkaAAcOHOCCCy7Im33bvReut2OGQqEjeuuOtczOSHcsi4qLwE4QhkC4wJ4o0ZVT5/XbQV08CucsEr11I5wI7E5SXRMlEolEXpATj8fx+XwnZBJFT4Z6KPanP/0p3/3ud3M/19fXs2TJEp566qlckDZ//ny+/vWvo2la7ngvvvgi06ZNo6DAjhQqKyvZtWsX1113Xa/HmjBhQu77rpnTvQW08+fP54UXXsjb9uKLLzJ//vwj9j3WMjsjnVhUXBCG0eLL7a9bN9rDr26vHdR1bRdGLBHYnaS6JkqsXLkSy7IIBoPE43FaW1tZuHDhkAZ22WyWxsbGvG0Oh4Pi4uJ+D8Vu2bIFVVVpb28nHo/nesTmzJkDwDvvvMP111/Pyy+/zJgxYxg/fnze/buGRidPnszYsWMBe0m4e+65h0984hPccccdbNq0iZ/85Cf86Ec/yt3vnnvu4Qtf+ALhcJjLLruMbDbLmjVr6Ojo4Etf+lK/ngPAZz7zGX7+85/z1a9+lZtuuolXXnmFP/zhDzz//PN5+/VWZmc0EouKC8IwcnvgA1exZ/pFNDd0UlYRYcK4yHC3SjgBRveV5yQ3d+5cAGpqamhoaMDn87Fw4cLc9qHy97///YhizdOmTWPr1q39fqzLL788l8cGcNZZZwGHctpSqRTbtm3LDYkei3A4zD//+U9uueUW3ve+91FcXMw3v/nNvFInn/zkJ/H5fPz3f/83X/nKV/D7/Zxxxhm9zmI9mqqqKp5//nluu+02fvKTnzB27FgeeuihXKmTLr2V2RmtfrbUnijRPdeu+6LiogyKIAyNQzPSI0AEEDPSR4sRv1bsUOlr3bbBXv/zRNexE06c0bJW7OGLiosyKIIwtK7/c++95WJG+qmnP2vFjuglxUYKv99PaWmpCOqEU1ZVAVw48VCvXF9lUARBOD5dM9KNw7ptus9IF0YuEdgJgnBCiYuOIAytY5mRLoxcIrATBOGEEhcdQRhaYkb66CYCO0EQTihx0RGEodU1I105bDVDRbK3i4lKI5sI7ARBOKHERUcQht7PltoTJbrrPiNdGLlEuZMhZJrmcDdBOMmN1vfI0cqgCIJwfMIee/br4TPShZFPBHZDwOVyIcsy9fX1lJSU4HK5kCTp6HcURg3LslBVlZaWFmRZxuVyDXeTTihx0RGEE6OqQPxtjTYisBsCsixTVVVFQ0MD9fX1w90c4STm8/kYP348sjw6syLERUcQBGFwicBuiLhcLsaPH4+u6xiGMdzNEU5CiqLgcDhEb64gCIIwaERgN4QkScLpdOYWqhcEQRAEQRhKo3P8RxAEQRAEYQQSgZ0gCIIgCMIIIQI7QRAEQRCEEUIEdoIgCIIgCCOECOwEQRAEQRBGCBHYCYIgCIIgjBAisBMEQRAEQRghRGAnCIIgCIIwQogCxYIgCIJwqot2QCIKwQiEIsPdGmEYicBOEARBEE5V2Qy88QJs3WB/7/bA9Nmw+HL7e2HUEUOxgiAIgnCqeuMFWLMCJBkKSuyva1bY24VRSQR2giAIgnAqinbYPXXBsD386nTaX4Nh2LoRYp3D3EBhOIjAThAEQRBORYmoPfzq9edv9/ohm4Z457A0SxheIrATBEEQhFNRIGzn0aWT+dvTSXB77YkUwqgjAjtBEARBOBWFC+yJEvGoPeyqafbXeBSmnylmx45SYlasIAiCIJyqFl9uf926ETpa7J66cxYd2i6MOiKwEwRBEIRTldsDH7gK5l1k59SJOnajngjsBEEQBOFUF4qIgE4ARI6dIAiCIAjCiCECO0EQBEEQhBFCBHaCIAiCIAgjhAjsBEEQBEEQRggR2AmCIAiCIIwQIrATBEEQBEEYIUZkYPftb38bSZLy/k2fPj13eyaT4ZZbbqGoqIhAIMDVV19NU1PTMLZYEARBEATh+I3IwA5g1qxZNDQ05P6tWLEid9ttt93G3/72N/74xz/y+uuvU19fz1VXXTWMrRUEQRAEQTh+I7ZAscPhoLy8/Ijt0WiUX//61zzxxBNcdNFFADzyyCPMmDGDt99+m/e///0nuqmCIAiCIAiDYsT22O3YsYPKykomTZrEddddR11dHQBr165F0zQuueSS3L7Tp09n/PjxrFq1ariaKwiCIAiCcNxGZI/dvHnzePTRR5k2bRoNDQ3cc889nHfeeWzatInGxkZcLheRSCTvPmVlZTQ2Nvb6mNlslmw2m/s5FosNVfMFQRAEQRAGZEQGdkuXLs19f+aZZzJv3jwmTJjAH/7wB7xe74Ae8/777+eee+4ZrCYKgiAIgiAMuhE7FNtdJBLhtNNOo7a2lvLyclRVpbOzM2+fpqamHnPyutx5551Eo9Hcv3379g1xqwVBEARBEPpnVAR2iUSCnTt3UlFRwfve9z6cTicvv/xy7vZt27ZRV1fH/Pnze30Mt9tNKBTK+ycIgiAIgnAyGZFDsbfffjtXXnklEyZMoL6+nm9961soisK1115LOBzmE5/4BF/60pcoLCwkFArx+c9/nvnz54sZsYIgCIIgnNJGZGC3f/9+rr32Wtra2igpKWHRokW8/fbblJSUAPCjH/0IWZa5+uqryWazLFmyhP/7v/8b5lYLgiAIgiAcH8myLGu4G3EqisVihMNhotGoGJYVBEEQBGHI9CfmGBU5doIgCIIgCKOBCOwEQRAEQRBGCBHYCYIgCIIgjBAisBMEQRAEQRghRGAnCIIgCIIwQojAThAEQRAEYYQQgZ0gCIIgCMIIIQI7QRAEQRCEEUIEdoIgCIIgCCPEiFxSTBCEY5NMJkkmk/j9fvx+/3A3RxBGl2gHJKIQjEAoMtytEUYIEdgJwiikaRrV1dXU1NTkArsZM2Ywd+5cnE7ncDdPEEa2bAbeeAG2brC/d3tg+mxYfLn9vSAcBzEUKwijUHV1NStXrkRRFCorK1EUhZUrV1JdXT3cTROEke+NF2DNCpBkKCixv65ZYW8XhOMkAjtBGGWSySQ1NTWUlJRQVFSE2+2mqKiI4uLiXA+eIAhDJNph99QFw/bwq9Npfw2GYetGiHUOcwMHVzKZpLm5WZxXTiAxFCsIo0xXXl1lZWXe9mAwSENDQ25oVhCEIZCI2sOvBSX5271+6GiBeOeIyLcT6R7DR/TYCcIo0zVRIpFI5G2Px+P4fD4R1AnCUAqE7Ty69GE9WOkkuL32RIoRQKR7DB8R2AnCKNP1ybmlpYXW1lay2Sytra20trYyY8YMEdgJwlAKF9gTJeJRe9hV0+yv8ShMP3NE9NaJdI/hJQI7QRiF5s6dy8KFCzFNk4aGBkzTZOHChcydO3e4myYII9/iy+GcRWBZ9vCrZdk/L758uFs2KLrSPQKBQN72YDBIKpUSgd0QEzl2gjAKOZ1OFixYwOzZs0UdO0E40dwe+MBVMO8iO6duhNWx657u4Xa7c9tFuseJIQI7QRjFREAnCMMoFBlRAV2XrnSPlStXYlkWwWCQeDxOa2srCxcuFOecISYCO0EQBEEQBlVXWkdNTQ0NDQ34fD6R7nGCiMBOEARBEIRBJdI9ho8I7ARBEARBGBIioDvxxKxYQRAEQRCEEWJQeuxaW1tZvXo1hmEwd+5cKioqBuNhBUEQBEEQhH447sDumWee4ROf+ASnnXYamqaxbds2HnjgAf7jP/5jMNonCIIgCIIgHKN+D8UevgzRPffcwzvvvMM777zDunXr+OMf/8jXv/71QWugIAiCIAiCcGz6Hdi9733v469//WvuZ4fDQXNzc+7npqYmXC7X4LROEARBEARBOGaSZVlWf+6wZ88ebrnlFlwuFw888AA7d+7kmmuuwTAMdF1HlmUeffRRLr98ZCyN0ptYLEY4HCYajRIKhYa7OcII1LUsj5hVJgiCMLr1J+bod47dxIkTef755/n973/P+eefzxe+8AVqa2upra3FMAymT5+Ox+MZcOMFYbTTNI3q6urcYtldVdznzp2L0+kc7uYJgiAIJ7EBlzu59tprqa6uZsOGDVxwwQWYpsmcOXNEUCcIx6m6upqVK1eiKAqVlZUoisLKlSuprq4e7qYJgiAIJ7kBzYp94YUXqKmpYfbs2Tz00EO8/vrrXHfddSxdupTvfOc7eL3ewW6nIIwKyWSSmpoaSkpKKCoqAsDtdmNZVu5v7oQMy0Y7IBEdcYuTC4IgjHT97rH78pe/zH/8x39QXV3Npz/9ae69917OP/983n33XTweD2eddRbLly8firYKwojXlVcXCATytgeDQVKpFMlkcmgbkM3Ai3+Cx34Mv/8F/OZH9s/ZzNAeVxAEQRgU/Q7sHn30UV544QWefPJJqqurefzxxwFwuVzce++9/OlPf+K+++4b9IYKwmjQNVHi8LJC8Xgcn8839L11b7wAa1aAJENBif11zQp7uyAIgnDS63dg5/f72b17NwD79u07Iqdu5syZvPnmm4PTOkEYZbomSrS0tNDa2ko2m6W1tZXW1lZmzJgxtIFdtAO2boBg2B5+dTrtr8EwbN0Isc6hO7YgCIIwKPod2N1///1cf/31VFZWcv7553PvvfcORbsEYdSaO3cuCxcuxDRNGhoaME2ThQsXMnfu3KE9cCJqD7l6DwsevX7IpiHeObTHFwRBEI5bvydPXHfddVx22WXs2rWLqVOnEolEhqBZgjB6OZ1OFixYwOzZs09sHbtAGNweSCeJmRHiKgRdEMomwe21J1IIgjBsRG1L4VgMaFZsUVFRbsaeIAhD44SfvMMFpCbPZv8rK9hlQlz2EzSTTJKjjLtoEV4xO1YQhoWobSn0x4Dr2AmCMPJ8IXU5T3kXIVsWlVoLsmXxlHcRn0+N7JVkBOFkJmpbCv0xoB47QRBGnl0d8OIBDxRfxZ8jF1Gkd9LmiNDmiMAB2N0BVQUDfHBRF08QBuSkqW0pnDJEYCcIAgB7o4e+zwV03eyJDiCwy2bsUilbN9jfuz0wfTYsvtz+XhCEPnXl1VVWVuZtDwaDNDQ05IZmBaFLv4div/nNb7J27dqhaIsgCMNoQrjv2yce5fYeibp4gnBchr22pXDK6Xdgt3//fpYuXcrYsWP57Gc/y/Lly1FVdSjaJgjCCTSpAM4fD4qUv12R7O397q0TdfEE4bgNa21L4ZTU78Du4YcfprGxkd///vcEg0FuvfVWiouLufrqq3nsscdob28finb2y/3338/cuXMJBoOUlpbyoQ99iG3btuXtc8EFFyBJUt6/z3zmM8PUYkE4OfxsKSwal79t0Th7e7+JuniCMCiGrbalcEqSLMuyjvdBampq+Nvf/sZf//pX1q5dy7nnnsu//Mu/cO211zJmzJjBaGe/XHbZZVxzzTXMnTsXXde566672LRpE1u2bMl9urngggs47bTT+M53vpO7n8/nIxQKHdMxYrEY4XCYaDR6zPcRhFPF7g47p25iuB89dYdPkIh22GvOSnL+hIlYJ1gW3HCrmEghCP0g6tiNXv2JOQZl8sSMGTOYMWMGX/3qV2lpaeHZZ5/l2WefBeD2228fjEP0y9///ve8nx999FFKS0tZu3Ytixcvzm33+XyUl5ef6OYJwkmvqqAfAV1fEySmz7Zz6sDuqUsnIR6FcxaJoE4Q+kkEdMKxGJQeu5NdbW0tU6dO5b333uP0008H7B67zZs3Y1kW5eXlXHnlldx99934fL4eHyObzZLNZnM/x2Ixxo0bJ3rsBOHFP8GaFSQ9YaKyn7CZxJ85GLwtvvxg0LfRHn51e2H6mWJWrCAIQj+c8B67k5lpmtx6660sXLgwF9QBfPSjH2XChAlUVlayceNG7rjjDrZt28af/vSnHh/n/vvv55577jlRzRaEU0O0A3XzBjYmwmzriBzcGGGaE2Zv3ohz3kXwgatg3kV2Tt2x1rETde8EQRAGZMT32HXN3F2xYgVjx47tdb9XXnmFiy++mNraWiZPnnzE7aLHThB6cGAPm3/6C7YYJajyoaWNXKbGTKWFWV/4LIyZeOyPJ+reCYIgHKE/PXYjekmxz33uczz33HO8+uqrfQZ1APPmzQPsYdueuN1uQqFQ3j9BGO32GmHqVQ9BM5m3PWgmOaB62WtG+veAou6dIAjCcRmRgZ1lWXzuc5/jz3/+M6+88gpVVVVHvc/69esBqKioGOLWCcKJt6sDXt1jz3Yd1Mc1C3jLP5tiPUqR3onL1CjSOynWo6zyn8kuI3LsDybq3o06Q/W+FITR7Lhy7N58800efPBBdu7cydNPP82YMWN4/PHHqaqqYtGiRYPVxn675ZZbeOKJJ/jrX/9KMBiksbERgHA4jNfrZefOnTzxxBNcfvnlFBUVsXHjRm677TYWL17MmWeeOWztFoTB1pmBLyyH1+sObTt/vF2XLjwII5sTwvBE0eUAzE9upFJrISl7eT60iCeKLuf6/qxW0VX3rqAkf7vXDx0tdo6eyLcbEYb6fSkIo9mAe+yeeeYZlixZgtfrZd26dbn8s2g0yn333TdoDRyIX/ziF0SjUS644AIqKipy/5566ikAXC4XL730EpdeeinTp0/ny1/+MldffTV/+9vfhrXdgjDYvrAcVuzL37ZiH3x++eA8/qQCmDfRw29Kr+JrY2/l25Wf5Wtjb+U3pVcxb6Knf6tVBMJ2Hl06f1iXdNKeTRuM9H3/aAcc2CN69k4BQ/2+FITRbMCTJ8466yxuu+02rr/+eoLBIBs2bGDSpEmsW7eOpUuX5nrJRipRoFg42e3qgAsf6/32164fwDJhPYhm7AvyoPS+HCydQjB8ZN27D1zV833EhItTyol6Xwq2kVTUeCQ9l/46IeVOtm3bllfst0s4HKazs3OgDysIwiDZG+379j3RwbmAhj3w2IcHuFrF4Rbbw7ps3WgPv7q9h+rh9aZrwkUwbA/jppOHiiL3FgwKw+ZEvS9HncNKBGmaRnV1NTU1NblgaMaMGcydOxen03nUhxtOzc3NtLS0UFJSQmlp6Sn9XIbDgAO78vJyamtrmThxYt72FStWMGnSpONtlyAIx2nCUfLbJvYn/+0Y9Gu1it64Pf2re3f4hAsA58GvWzfajyPy8k4qJ/p9OeL10mNd7Spk5TvVlJSUUFlZSSKRYOXKlQAsWLBg0JsxGL1pqVSKxx9/nFWrVhGPxwkGg8yfP5+pU6eydu3aE/ZcTnUDDuxuvvlmvvjFL/Lwww8jSRL19fWsWrWK22+/nbvvvnsw2ygIwgBMKrCHRFfsA6NbwoUiwaJxJ3mvSChybAGZmHBxyjml35cnox56rJNvvUpN1KDkzHMpKioC7JJdlmVRU1PD7NmzB20oczB70x5//HGeffZZKioqmDhxItFolD/96U+UlpZy8cUXD/lzGSkGPHnia1/7Gh/96Ee5+OKLSSQSLF68mE9+8pN8+tOf5vOf//xgtlEQRqVkMklzczPJZPLoO/fiZ0vti2V3i8bZ20eE451wIQyLEf++PFF6KRGUdHlI1u0moEh5uweDQVKp1HGdUw5XXV3NypUrURSFyspKFEVh5cqVVFdX9+txmpubWbVqVW6yo8/no6KigsLCQrZt24ZhGH0+l8E4X44UA+6xkySJr3/963zlK1+htraWRCLBzJkzCQQCg9k+QRh1BvMT8NHy3075ZORwgT1Roiun7vAJF6K37qQ0qHmZo1kvPdb+cAF+2SLR2ow7UpjbHo/H8fl8g/a3nkwmqampoaSk5Lh701paWojH40ekd5WUlLB9+3YaGxspLS094rm4XC7eeustkX/XzYADu/vvv5+ysjJuuukmZs6cmdv+8MMP09LSwh133DEoDRSE0abrE/Bg5pMcnv92PMHjrg47Af6kuRgPZMKF0LeBrNU7gPsMSl7maNa9x7ortxTwmxozxoxhZSKN1dpKMBgkHo/T2trKwoULBzWwSyaTVFZW5m0PBoM0NDTkzi3HoqSkhGAwSDQaxefz5bYnEglKS0tRVZXWHp7Lli1bBv18eaobcGD34IMP8sQTTxyxfdasWVxzzTUisBOEbo61Z2wwPwHnOeyiO5Dg8aQtKtvfCRdC7wZSOkaUmxk+ffRYz710CYTHUlNTQ0NDAz6fj4ULFzJ37twBH+7w81jXv0Qigdvtzu03kJ7B0tJS5s+fz7PPPotpmhQUFNDR0UFTUxNXXnklc+bMOeK5zJw5k2eeeWbwz5enuAEHdo2NjT0uv1VSUkJDQ8NxNUoQRor+9owN5idgoMeLbnLCNGrqo/0+GfZVVPaxDx97k4bMsU64EHo3kNIxotzM8Oqlx9q5+HIWuD3Mnj37uNMt+jqPzZgxg5UrV2JZ1nH3DH784x8HYNWqVezdu5dAIMC//Mu/8PGPfxyfz3fEc+nKqRu08+UIMeDAbty4caxcufKIdVhXrlx5xIssCKNVf3vGBvMTMNDzjLnVb5Ds1Ki8MD9Tva+T4a6O/J66LoZlb9/dIYbUTnkDKR0jys0Mv6P0WA9G/mxf57GuHsDB6Bn0+Xx8+tOf5sMf/nBeHbvensuxnC9P+TziATiucie33normqZx0UUXAfDyyy/z1a9+lS9/+cuD1kBBOFUNZFi165PwoHwC7uWi68+q+He/R6KlCffY8bnd+woeRVHZUWAgpWNEuZmTxxD1WHc/j/n9ftLpNH6/P+88tmDBgkHpGexSWlqaF9D1pq/z5bx589iwYcOonFQx4MDuK1/5Cm1tbfznf/4nqqoC4PF4uOOOO7jzzjsHrYGCcKoa6LDqoH0C7m3GXKSAGYUhVh7Yj+XxHVPwKIrKjgK9JOL3WTpmIPcRTinJZJJYLEYqlaKxsZFsNovb7aa8vDzXIzacPWG9nS91XR+1kyqOq9zJ97//fe6++25qamrwer1MnTo1rztUEEazgQ6rOp3OwfkE3MdFd+6UKph1HjV1+44peBRFZUeBgZSOEeVmRryuXLadO3dSWVlJYWEhmUyGDRs2MHny5GEvN9LT+RLgySefHLWTKgYc2HUJBALHNctGEEaq4x1WPe4hjT4uus5zFrHgA5cyux/5Jz9bak+U6J5rJ4rKjjADKR0jys2MCpIkYVn2p7qurwDvvvvuSbHcV/dz2GifVHFcgd3LL7/Myy+/THNzM6Zp5t328MMPH1fDBGEkGMzE4gE5ykW3P8HjkBSV7aX22WhMeD4pDKR0jCg3M6Ilk0lKS0vx+/00NTXR3t6O2+3mzDPPxOl0smHDhpOuZ+x4J6Gd6uefAQd299xzD9/5znc455xzqKioQJKko99JEEaZ4xlWHZSTywAvun0de1CKyh4sw5LcUE0yEccfCOKfPRdt/geo3vjeqEx4PqkMJBF/BJWbOemKcA8jv99PKBSioKCAadOmkclk8Hg8JBIJOjs7MQzjiBWnhrtnbKCjJYO56s9wGnBgt2zZMh599NFc3RlBEHrXn+BsSE4ux3jRPaZjD2RVgsOP88qzVP/1T9TE0yRN8Mswo3Y3+sYtrDbdwz6sI4xOJ20R7mHUV5B09tlns2fPnsErzzSIBjJaMhSr/gyHAQd2qqqeUk9UEE4VRzu5DOUwQZ/Hft/Zg7PCQLSD6n/+nZWNbfZxPG4SmSyv7m8ksfMfTLvqmpNqWEcYPU72ItwD6UkcjPNFX0GS1+sdtALFg6m/oyVDturPMBhwYPfJT36SJ554grvvvnsw2yMIo1pfNaPee+89MpkMu3fv7ndP3rGc3PNObB43JDpxe/1YxcX2ia11D/7Na457hYFkcwM1B+opKSikKGC3xR1wEA0E2XRgO6frat7+wz2sI4wOJ3MR7oH0JA5mz39fQdKw5xEfxbEGtIO+6s8wGnBgl8lk+OUvf8lLL72US6Ls7n//93+Pu3GCMNr0VTOqubmZ+vp6Kisr8fv9uTpN0PswQX9O7slkkmQ0SmVHPTTtB10Dh5Ng2VgafAUkmzrwh45/hYGk5CBpQqVs5W0vcilIskJrKkuo2/aTYVjnVHCqJ3wPt5O5CPdAehKHYlixp/fWoJVnGiLH+ncx6Kv+DKMBB3YbN25kzpw5AGzatCnvNjGRQhAGpreaUWvXriWVSnHmmWeyadOmXMAXDAZ57733eh0m6M/J3e/3499fS6KuFndRMfjDoGaIb9mIr7QC/7hCu2RKdwNYYcBfMQb/+En2cRwOcHlAzaAlE0yYOpWEbtDa2npSDesci+EKrE72hO+9dR00NUYpq4gwYVxkuJvTq5O1CPdAehKHY1jxZAvojvZ3cfjf66Cu+jPMBhzYvfrqq4PZDkEQujm8ZpSu67S1tbFv3z4KCwtxu92Ypsm+ffvIZDI9DhP09+Tu11VmWBlW6haWAUEs4ga0GhYLnRZ+j3dQVhjw+/3M+Nd/Y+VvH8aKRwk6UsR1i9bCcpZecz0Or++kHdbpyXAHVidrwndnNMNzD71A2f4N+MwM22UPb46dzZU3X044dJSczEGYoNNfJ2sR7oH0JI6kYcXu+vPhqbe/C13XcTgcPf69nuzDysfquAsUC4IweHqrGTVz5kzq6+tpbW0lHo+jaRpOpzOvUGhPj9V1cm9MQHMSyvwQ6X5y19VDF9BElLnlheDxUdPcSkNnDJ/LycIZ05gb8cC4SVC7haQGUdlP2EzizwxshYG5CxaC00XNu2to6GjHV1DIwrPPyQVDgz2sM5TlK4YzsBqOnpljvbg+99ALTN+7glZHmHpnCUEzyfS9K/jbr+BjX+4lJ/NgGZzjnqAzQCdjEe6B9CSOpGFF6P+Hp77+LpYvX04gEGDMmDE9/r2ezMPKx+q4Ars333yTBx98kJ07d/L0008zZswYHn/8caqqqli0aNFgtVEQRo3eakbV19cjSRItLS2UlJQQCARIJBK0tbURDAZ7fSycfv739QQ7ModO7lPccT46zYH/7Zdg77ZDF9CJU3G6vSwYE2T2pPEksyp+twt/Ng2WRXTBlfytrpCxe9YQNtvYLgfZP34RV867nP6OUp2ovJzODHzjLx1s2xulzRGhzREZ1PIVwz2T7kT2zPTn4rq3roOy/RtodYRpc0QAaJPtr6X7N7J330U9D8u+8YI9Iec4J+h015+gfkiKcB+ngfQkDtWw4olKNzj8OP398NTb34XT6WTv3r3Mmzevz7/XUzWg6zLgwO6ZZ57h4x//ONdddx3r1q0jm80CEI1Gue+++3jhhRcGrZGCMFr0dkJub2+nqKgo10uXTqdxu91UVFTgcrl6fawXOmewtW4l+C1kdxAzG2dbcyutkoY/sSP/ArrpXQiG7HU+syrITsimQU3DOYv48lthJnTCuIMptJJksbsTvvxPeOgjAzvpH77voA5rZjM898ALfGj/BrxmhpTs4S3/bJ6yLufzyz2DUr5iuIe8jqVnZrBy3PpzcW1qjOIzM9Q7S/K2x2U/lVoLTQ2dR7Yl2mH31AWPf4IOHF9NuoEU4R7KXuGB9CQO5rDiUKQb9HS+6Ok4EydOpLa2tl8fnrr/XViWlfuA3NbWhmVZFBcXk8lkcttP9SHqww04sPvud7/LsmXLuP7663nyySdz2xcuXMh3v/vdQWmcIIxGPZ2Qzz33XDo6Oujo6MDj8WCaJrIsk8lkcie7w+3qgC3uuTirQG+swYg1IDt9FI87k/dLb5L0hMHtJZnO4Hd78QOamqVaCbF+dTUd8RgFwRBzFiykeMYHGLfsBZbG7KG1ZkchQTPJ0ugKnl2r83RwLNH9/T/p9/bJ3PKVkHJUks0MfFiz9e9HDgVeEbN7fx6WrhqU8hXHElj1GfAOIJcsP4DovWdm9uy5/HnZPwaW43aYo5bCOeziWlYeZrvsIWgmSeLFbapkZBcBM01S9jKtoofnmojavccF+cHgQCbowPHVpOtPkHZcRY2P8fc/kJ7E4+kVb25uzo0OlJaW5v4uQ6HQMc/I701fQWJPHx7eeOMNYrEYCxcuzHucvoIxv9/P1KlTeeqpp0ilUrmcZafTyZgxY6ipqSEajeYmoYVCIcaPHz8igjo4jsBu27ZtLF68+Ijt4XCYzs7O42mTIIxqPZ2QAfbu3cvq1avZuXNn7pPmuHHjmDp1ao8npL1RkBQnnqoFmJWzsdQkksvPeKsF374XeXlvJy3xVpJZDb/byYzSYjLtLTyTdZNyRZBCPiyni807DjDjpTdYkOx5aK1g1z94RZ3AuWeMP+Ycs94+mb+3tZY/15WwI9MVrLqZ4rbwBI4+rJkXQOkq1tae2zs/uZG/FlzEnmik14vjsV7Y+xrymjdvHhs2bOi5l8M07GHH99ZAOgHeAJxxTp+5ZF0BxKs7krnf5YVT/fzvJT33zGxfsZ/T97/dvxy3vl7b3krhFFYeka9pBAuo9s7kYx0v4LYO1SXMSi4eL7yCqYHIkQcJhO3nPggTdLrPJDWzh14v3P4+a9INJEgbUAA5wFzCQVnOrw+pVIrHH3+cVatWEY/HCQaDnH322UiSRGdnJ3V1dcc8I783vfX8ptNp9uzZc0TPXCaTYe/evbS1teX1jB9rvqCmaRiGgaIo+Hw+ANatW0d5eTmRSITOzk527dolAjuA8vJyamtrmThxYt72FStWMGnSpONtl3ASEOslDr2+enMO36YoCq2trYwdOzbXE9Ta2oqiKD2ekLonXctu+6IG0K6prGtpJ5nax5jiAiq9LhK6wavvbWFrUyvZsZOpnDABj8dDJpOhvr4eVj7PdKebuG8MHlPFbapkZRcthpPmtgNMmT29XzlmPfXM1b3xBn94N0Z7yUJQDu27KxXk8bUN/PvVPQ+T9NgDUBzhdC1JXC7P27drKLBI72RiOMKm/Um2NyaZVu5n1lh/r8FT9wv74b+z3oa8uno1ehy6jO6H154HTQUsoAWaDoCuw9J/6/G98rm/abzyVjXOA2vwZNrJeAp5qeEcbtXn8tv/t4ApU6bkelnSGSfJhn8cNcetPwFsr6VwxsWPyNc0SmfjwLDvbHX9T+r6LzeTM++1DBfYwc2aFfbr4nDar0cmdWiCzv7d0FwPZWNhzIRe27s3Cpahka2rRm+swdSSyE4/jvIZuMfPZU/U2ePz7QrSirUOCg07L3PFvkivQVr3ALL7fdockb6LGh/MJUy6vCQVL35Vw3+cuYSHvy+PNnza0xD9448/zrPPPktFRQUTJ04kGo3y7LPPYlkWlZWVFBUV5Uow9TUjv6829paTunHjRgzDOCKmKC4upqCggPr6+lyvm6ZpxOPxXvMFu45TUFCAaZokEgkCgQA+n4/6+npmzZpFOp3OBYezZ8/O3W8kBHcDDuxuvvlmvvjFL/Lwww8jSRL19fWsWrWK22+/XaxGcYoT6yUOvYHM8gKYM2cOsViMbDZLOBxm7NixudsPPyH1lnTdZrnYYrpYYKQoas8CFm4kmuMJtkWTnHV2aW5ChtPppKSkhI6mJrIl5Zye3kHQTOOwdHTJwZ4MbJIsxo8rzTv2EcMk3YackoqTNRtqjuiZG0OGuqa9uDxtOCKHPplrmTg7TR8tqp/8o9h6HL7dsBk62qnyBdmuReh6+kEzSVrxMrHcz2eXvcXqteux0h1I3gLmvW8OwfFzWLlmPdmGQ8HASw0zuEWfyyMfotffWU89rE8++WTPeUFr1zD7wDr86SR4faA4wdDsnqlVL8HCS9llRPICrl0d8MabK5m1+WHmSS0UO3RaUg7eaVvD62qKp0O+vKFwy4owVUvS7Ckno2bJaipup4u4ww5sd9d1cveaSK9/48n6/SRbGvGXVth1Bw+Wwnk1a9ER0ynxptEswy6F09mAf+PbECnK5WuOq3mNf41m2OKdRFL25T4I+M0U56S2MM5s4a23dhz5Wp59Hs5tG2HXVjuoczhg0nSYdQ78/NtHbr/hNjsn7zATwpCtqya7eyWyvwQlVImZTZDdbQfWE8MHe5K7vS93GRHe2ZPhhrYXOKuzGjkbx3QHWReZyxPG5ezu8BwRpO2NgtfMcG3bCyxI2kPeXbmcTxRdzp6ohyr5sOHWaAfa5nepbolSE60/1GMe9jN38zqc8y5ib6fVY15kX3lpb6yp4UB7krGFfs47Zwa6rrN69eojhk8TCZXm99qPGKJ//4fOYdWqVVRUVFBRUQGAz+cjmUzyzjvvUFZWhtvtRlVV3G43TqeT9vb2Hv4ie9dXTmpbWxuKovSY1jB16lR0Xeftt9/OBWnz58/P1dLt6Thbt26ltbWVwsJCxowZk+sRbGlp4aKLLiIUCuVGPiRJEjl2AF/72tcwTZOLL76YVCrF4sWLcbvd3H777Xz+858fzDYKJ9jJvl7iSDCQWV7ZbJazzjorLxn4aCeknpKu5xYnmVaQJaA5yGg6GcPAoygEXA4M00JV85f0siwLXC6mliiMazpADA8p2YPPzDBdSrC5yE3CsHB3u09umMShwIt/IrmhmmQijj8QJDn+NH5fHWUX4/N65ur1YiRfAWa8HsPpyk32MJOtuKsW0qz7mdXD69IVJDYl3QSNTuKKn1LfOAKORj7qaAVgd9ZP0ExSrEfZOmERO+tqqP7nUwRTzQTMFHHZx8qmzShl60FL5gUDqV0redGCv4Zg98be8/+6X2ybm5sPXcCSCcgkweu3A96d20m2t+EPh8B58FWT3WCamNFO7vvDPn6VjOSe4/nj4V+qkszb+Tsu0DdT7paRTItxskRFthl93U9Y7n0/VZXFRDU/EV0n2baZaFMrktJBTWeSrKbhdjqZEfHjL63k6d0RVrRDQXI/4XQjnd4KVuwbw21/jvPJpp9R884qksk0fr+XGefOZ9ol/0JAjjDWFWP//j1szmaJeN0smDSGuX4ZPN68CQ+edIqKpka2M5GgHqfAiNOhhIg6gsxUWmh+7w1Wbt915Gv5zmssSMdIFlUcmpUdj8Gy70Jbiz1M6QuCmoGaDfCbH8Hnvn3E+77MlWSSVkNtoAR8dmCtONwoWEzSaii1psGLr+e9L41xc7muKUNl7bO8EksT0yHkgDNCu/n3qTp7ov92RGA3IQzXtr3AFbEjczmdpsaZG5wkd25ATWZw+T34z5gNU2ZRXbuHlU2dlERCVBaESGSyrNzXhJ5OEfv507hb9uUFXZfd+AG2b3uP9evX09HRQUFBAXPmzGHu3Lm8urKaOx9ZyW6tBNldibk9we/ffpXzy6MEfS7Wb9lFc2eC0kiAiZWFPPnL3/MfJS6S3uK8Ifqnl+0jHo8f0WMWiUSQJIm9e/fS1NSUl682bdq0I177vvSVk1pQUEBVVRVr1649Iq0hFAqRTCaZP38+DocDXdeJxWKsX7++13SPjo6OXP4ckAtEVVUlkUhQWlqKx2P3VLS2tp6SZWB6M6DATtM0LrvsMpYtW8ZXvvIVamtrSSQSzJw5k0AgMNhtFE6gk3m9xJGir/Vgj2WWV1FR0TGfkHpKui5Nq/z2H82sT1m0ZQ0S6QwBr4eAw0mxUyLW1kosFMLr9ZJOp2ltbWXymDGMCTjxUko2GiObjuL2uomUVXJGLMvKfXU0JyxSchCfGUdK22UVXKtf5q2//omaeJqkCX4ZKjftoLi5mG2RQhT/oZO7no3jKp2Oo3gqRvvu3GQPd9VC3OPn9livK5lM8tu3o0xM1HOlthevmSEte1jnnMDjgYlcvaCEc5r2MivZQkLyIk9fhPeM89n0yf/irMbXmO5WCSgSCc1ic6fChpYdOM+4mgLPwSDR46eDYrT963n5LdjQXsL2uB9LTyM5/EwN9Jz/5/f78bucJN5+Dav5AJl0Eo/XT6KkEl+oAL/TgT0o2Z1EQoX3mi2KXflDgXr9AeZ0rKXYa2GhoEsOFMsgKGmEGzew6r2xPLW6EfQsONxMLA0xrr2DiZlWgsESgv4QZGLs2VdPW+FkVjYqXPjefYTrV2GqaWSXl2jlfGRD5fWWV6goKbQ/cMRjrPzH33lle5YPmTHCmWa2qSoZ08IwLLT2NnCF7fy47gIh/IrBRfHVGGqKlK4zzeFAcgXIjp/EK7sPHBGMT3B58be+SsYjsbu1PRfYzSguYK4XnIEgqieAZoDTE8AFdg/egb0wZkLesHqJK8ll45M8rFeSMg81yxcMsnRCA51//xMb3niZmo4EScPAryiM37SDqs4sr7Vn8PgKKPMpxHWDVc1tzFL+gTd1KRDJe5qT5A6uNDfQctiQtwR8LPkynW94eE8N0mp4KVY0ZtavoLClnZr2KCVuR95ayVYqxeodB1hkrSXqK88Lun5892Y6pEbSDfvtDwr+IJs3byYej/PtZ/dTp5eg+A8FsPvaovz+ny8jywodact+q1lQ7LGYq8Q5UHw+xmFD9JNi+1gju4hGo7lcNCAXhMmyjKTrSJYBsoJqWbjd7qMHQ916Rf2hSJ9lWObOnYvH48lLazj77LOPmBUL4HK5+kz3KCgooLW1lVgsljuXAYwfPz5XH/RYhnVPRQMK7JxOJxs3bgTsF3fmzJmD2ihh+JzM6yWOFH2tB9uVO9dTYHc8danykq5TOkZW5ZVde5ElBadDRuuIYVoG88qLUQsixGIx4vE4lmVRUlLC0kXvx1VbzVuak9UNcZqjMUrDIeb5iphV7OMX2Vm89sou3KktZH2lzJq7kJsmTKH6fx5iZWMboUgBfkVGN0zebu6gKpPh3VgdaawjeuZ8kxagZw7luDk9/rx6Xd2Ho5pVP2NbtzMv9R6lboWuXC5n/AB65kxaFtxCaUjD3LkVK53BUzWVDbUxZu3/B6c5EhQ6XYCFW4bJ2QQt7RuZGp/APDWO29TIyk42OcbySibIazUS9QkZI96UC6C2BMt4JBk4Iv/P7/czNdbMUy+/SCydQTdNHLJMyLuFf7/6KvyFxRBtB0k6mEumYWTSNBBhbmIT18V+nzcUuN/0UKzodGoybkkia2i4FYWWjEEskyRTX4sVmgoON5gGu3btollL4Bw3nXNcKdxmkqzXyybfGeglBbx/3Q/x73kF/IXI4UrIxPBuexZVTeObXIU/EiGt6fgjETIGNGx9hz9k29hUvx+nLBFyKrh0NyuyCVwyLEqnwNftPWjoZFIp1re080ZDBwfSGcZ4PSyuKCCS0XnCOYbx0U1cpu/Pvc775QLW795Dk1uiqjBMZUGYRDrDyl11WEUBpo0vJJlRcVo6quTA4/RQasWJ7t7DtY8doHrDoeHzs2ZMJFrvJpVIMMbRSaneRpOjmHpN5tVai0V7Xmdt7R58WLiwyCCxIqMSi6eZWFzJWJpx6gYaCnsdCs2t+8m21EPUyh9WTUSZEcqwzyiBbukOluLAl2jn6Q4Pa+PNuR7TXRE/MzJbSAYKqUy0QSqZW1LPrapEszp7CeQFXRlNZffq58imWqhULDwKZAxo3LqR3yez1HRMx1E4Me9jguXy097aiKS4USJjkRxuLD1LvH0PjY4ECdmPt9v+cdnPGE+KqVNOZ+PGt1BVNXcuam5uZtyYMYQyCYqNFIoFhgmtsgul+5M+XC8TRObO/wDQcxmWniaOJZNJNm/efMTs/6PNip0+fTp1dXW0tbXR3t6O3+9n3LhxVFRUYFkWb775JtFolHA4zOLFi3sd1j0VDXgo9mMf+xi//vWv+d73vjeY7RGG2cm6XuJI4vf3vB7shg0bmDx5cq9BWleS/vr162loaCASieTVpTrWOnJJycHeeBKvrKBKEinVwuWQ8FgyisvJ1R/5CFu3baezpZlIaSlz5i9k7mlTePOV5/n5ymoa4ilUw8ClKLy5fSeXTDuLiOc9ru5YhZ6O4ciGSG7T+N6fHUzZt5+oalB3oIGspuN2OnDLTpxmhvKKyeyJZ47omXtfBazefai9XfW6unKJVq9eTXNzM6WlpWQCM7nKeYBd6Rj7DB+y7MQ0VXQ1xb8V1LN1ZzvRdY+z/q1VxJNpgn4vvvIxFOkdyA4HEoe6c1wyhK0002KbMEuqaHeE8ZoZpkc34gpM4C8tYYzOfQT8EXwuhZShkmjYSG12Mi2qn3T3ZPSQhb5hNY3RGAcSaVTTxCXLjAmo6Fs3wNXXwNsvk0wkSGoafqcTyRNgJ2UUbH+Wf3TEac8aFLoVzi7YzczKWZREfDy5q4m4ZiJjYSIhY6JIYGViKPpOnEYaTfGSMQ06UnFWnL6AzT4fQSNJXPETtZxM2FbD3IZVOPyFSO4AlpoCdwDF5aOlZT8N8SJqO9vIagZup4LP5WdfywGisXYq3QqlXidp3aAxlaLC52VTZ5KzWpvwO512aZJ0kkz9Ad480MR963dxIJ1FNy0cssTyfc3cenqW6c61jNdbSCsemlSdkEujLFPPrlSCsqJSioL2yI87GMDSVLZ0JphR2EIEi5SuU+Bw4HK6iDv9fP4fbbyzcSd0Gz5/99138Tkd/GvT00yz2vBJFilLYptUxLYp/86WPbtoao/SqlpkTAuPLOFFozWZ5syIl4Bi57m6gSmSxbasQvmO10lW1+WGbv2z58KcBdTEPHi0JAlDwcomwB0gSJzqpnZWd7jw+4IUe53EdIN3G5pQskm02WeQSDTgjrVBMgoOFwcCZRguA81dgNotL7IzY6F27qPE7cDvdGMg45dNijJZGt5+GWvqVMxsAtmysPQMksODkWoHE3C6chNWLAkMhxfVSuLIdpJx+XLHKJLtMjTXXvcxDCPKihUrSKVS+Hw+zjrrLMamOzD3JWhUHWSRcGMx2yXhj7f1npfWywQRJ7DgA1f1WYbl8G1HKyl0uK4Pwhs3biSZTKLrOslkEkVRqKioYNu2bciyTDAYRJZlNm7cyJo1a3qs9HEqGnBgp+s6Dz/8MC+99BLve9/7jnhx//d///e4GyeceCfreomnuu5BV5fD14Ptj+7795Y83X0iRvdhKp+msVMFxZTJ6hZZ3cQyZDwOhb2aTFVHPadr7XSSJqK2U5psJClP49dbdrGxrh6ny4nT4SCVydDU3sme9gwXl9dQ6lJQXDKG1kbntmdoSbTwXnOUaCZN0OfDg4WuaTSlopj4MMaeS3H7PhwN69DLTkebtIAFFRr/OeYtXt6znj3RDiaWFnBx2Rx8ylzefPNNHnjgAZoO7EfLqjjdLjQC3BrJ4HR5qW5uJ6Xp+JwO5pYWsLDAwUt//DGr36tGdxeCp5KmzhjOurfxyhatmSymBQ5JQrcsoprG9LAPSTLZm9JRlBSGYRK0LC4vyPJKNEtBdh9T2U1AlkmYJtszCq3WWP750F85Pbotlxe1wR9ixebtdGRUnA4HsmmhyBLtaZW/b9rO2TeXs0VzULNtb27IsXLyTLa27ObVXTtpTKTIZtO43V7q2nxcZkKRpCCbBolshrimE3Q6KHA5yZqgxxqYoDTglECzoNmQ6XQVYakJop4QnYYbSXJgqnHiCRWvmUKNdpJKdqLrGg6HE7cnQGc6y5Z9dYwrL8ftdGCaJjV1ezjQkWKiy6LY60SSHfhcTgw0OjIqRZk0yaqZ7KndQV1jE+PLywh4wvxo0152xFIUuB0UupwkdZ0dsRQPbt3HR2YX84ddO+lIJTBNA1lWCLrdTPM7KXA5iaYyxHWJoMPC53KyP57grYYWGtMqSd3A71CYEfFTUuhi+Y4O8Jcgu/xYWhrZ5cfE4kP1TzFJO8C6thgJTSfgdPD+Uo3LjFW83NhKazqL3+OnwK3YgWpSJZ7N0pnNYgCdmknEKYOlU4rCgZX/ZEVKJWmY+BWFGbW7qYrpPG+cxum7f0tdSzOxrEbI7cQRibAjlmWq06RCyqLoJoYkU69Y1MVh3LjTaWl3ES0eg5lJIXt8dMQ1ihMWLU078/Iiq6Q4kmViWhJpU0IzDZyyjImER8syzSexZV81ZioKlgGSAhIo4TJkbyHoWUw9jiQ7McNjyWoOmupraTB25/IICXlRzr2KQOwAJSUlXHPNNbkSIfHmZmLbNzCtrJTTIhEymo7H6SDR0YkZbcVvaEec4/y6mpsgsr61jo5UmgKflznF4dwEEX8o0usH0MM/pB7PaIXD4cgVdtc0jdWrV6NpGuXl5bkh2oaGBpYvX95jLHMqGnBgt2nTJs4++2wAtm/fnnebJB2eOyKcSk7G9RJPVT3Nfi0vL6eoqAi/P3892DPPPJNAIJA3BNHbsjqlpaW5CRer332P31bH8pKn/7B2JfercNb75vLxn1fnDVPNGhehttVJJJlhnMvE44SMCXVJmYaGGLvfXIMaHE9cLiLYkmTSP1YQr93Huw2t4PEQdCh2MCTLJAyJupYGmv0WjZKLuG4QdCiUuGUiB96ixpKgrY3W5mYyuonHIaPICu4SN8rTHyO6dyuaruF0OJk05Uyu+OoX+d3vXqWhoZVEIk1HwEvjHjuX6LePPcaOdWsod8j4FIlU0mJvYh+/2mdwzpgK5pSX4pBkdMskkUmztqGVfXocw11I2hmweyDcASK+Akq9HWyPpngvGc/1JpV5nFwzuZz9/gBv1O8glkwT8nuZNW0SU0JeFshNlAShLm1SlzUIOiTODzkwjS3M2p9CCRSRkL04LZ3AnrdZ29xBSjco9HhwyRKqadGeybC2uYOXnvodu3fvxhssxRV2kjY13tq2lbV1jaxtaiOhqrki1HUuFw5dZX/QwbutUXbHU2RNC7csMcbvQbNkHFacBk1HNw0cskLY6cLnDdB0YAMcWI+EhIWF5PJhTrsIq/lZGltbKPO68bgVMrrK/pb9pHQdK5liy559GFgoSGi6RkryEXRKZHQTv8s+v3sdDg5k0qiayacfepYtO7eQzqbxur2MKyllRzRJxO0g4HKimSYBlxPTgu3RFOsP7KMzESNrWphYyKaBaSRpU3ysaE6SzKrohoZDceJzufBpWVK6TonHZQ/pmyYrmjqZnJUodO+l2XQjtWxFSbWh+4ooiJRitmyjw6UwvzScC97jmkp5w3u0ZXS8EpQ7dEAj7JCwHJDE4h8H2uhUVUzTQpYlSj1eLqkMs3ZPHQUOByUKJA1Y2dZKJy/QFK+kdscuspralcrGutZO3A43S8oDWJYbHQWHpTNBzrLf8DL7zJks/+NK3njjjVy9uMWLF7PRMY5w3et4vWEcDg9OPUl79ABOSaKmM4VuJdANE4ci45Bkzi0JUOqP8l6sAT3WjGTpWJIDJVCIFCwHy0QJloHsAFPHSLVS55zIagsmkWSSR6JTt3gp4+La6cG83N/cqgx6hu2GxoFkhkqPStDrJp7O0qrqLCyL4MqmeOutt44oN5Sp2cEzO/YTS6XRdR2Hw8Hm/V70dJrFvRSb7q1aQNcw6erVq9mxYwclJSV9rqKRTCbZsWMHc+fOzXsuu3fv5umnn2bOnDl5kyo0TWPv3r00NzdTVVU16NeBE23Agd2rr746mO0QenCi1uU73Mm4XuKpqqfZr+vXryeRSDBt2rS89WATiQSmaeJyuY44Ufa2rE4mk+G/n1pFZ8l8lPCh5Om6pMW3/liD//UM7767Nm+YauPGjQQ763HqaSyXC9NSsDBw6SnCKrQohSiagTNTR9wTYbczzL4V60glEwQLS3AHA3Dw07zrQCPt7e1saI3hcbqwLJNGSaZOlhgfyKC7/Oxsj6Egoch2bo6BRaotSuJgb5bHoaAaGps3r+ZbX/48Dm8xbjWBbJm0SDI1Lj+d0QRb31lFiZYl4nBhGnYaexqd2miSBRUa4z0OZMBEJoHEmo40bRjsSnTS2NlGxjBQnG4mBX2MM0yKPS4sE6KqRtjpoNLnZncyQzLVzLlOEzMkI8sqsb07aXE6mGjF2G8pZCQXBioZyUXUhLPNFkqlMgLxWjQtg9PpYZeaJa7p+J0yDkzSuolblvEqEu2qxrtbthFSPJiZTqJqGq/Li5q1WFl3gKRhIgNIEoau067rrNy1nQ1eH83RJEGXQqFTIW0YbOtMARY+l5uI24lXdpE2TeJqhlCiBU+piltL4tUTpJwBEi4fSOA0VBRMDNMko1kYloWFhWaaWIZFe2crqmbhckqEAiE6nGG8zihRNUtaT2ACaU1HtWRWNbfxZmMtmmUhmWClk+xrawYLCj0OWjMaumXikGRcEuimybqmVlJqlraslhumLnQ72RVNsF+TiISK8PkipDJpki3NjHVJOBQvjR1Jsqb9WgZdDvbFY4Q61pPYtwmXGgXTBFnGUJzUOjVOryqnwu/JBVyujMqeWIyAQyGjZmlJGZgWyAfbpZom0WwGlyLjkCUMCw6kUqxutrhwjIOAbJDRTAKKjKVZbN+xmbaOTRxQHQQDJXgVmbRhEo224Em20xDxUuXLImNiInNAlwi7ZNa/9AdWrFiBasjI3giqYfHcP1+nTprAWb4SIk27cpNaLH8pLqOBvbE4KcPEsiwkSSLoUFgyppC3OxqRZSfhiml4LJ2M5CCdjqPIMoYziJmJ53ryJG8ET6CAf7lmBqk0NDe1M6mskFkei507t6KqKpqm0dTUlMv9LYuEKQ4FmV5WSKNm0tAZw+dysnBcGXPHV1K9Yzcr12/IO8e9Wr2OmupNNLR3IFlW7vdyQJJ4Dov3yU7o4frWW7WATCbDjh07WLNmTS4vzufzMWfOnNyoRPfrZfeyKm63OzfZzO/3YxgGmqblnacP74warmvvYBlwYCcMnaFYl28ghrrK+UjXVzHO7du3c+DAASorK48YWtiyZUufy+p0X+OwU3PS0J7AU+bA0jK5HBvcQWr270GqjyH582fM+ZINjJGSeJwyac0iLetgQpHLwdSAQnbPOySTnaR1Ha/DgbOoDLe7DJfLm1ujVpZlTFVD1zJYWHSkMwR0ze59QaLdskDXkb06JgoO2b60SrJEUlVpTaXwu5wUuBRkScJUFFp0jV31jUwu1FCCBZiSA8XScSTaWP3am3iyHUhuJ9GsmcvxkywT3bJwSwYRM0Fu8oQi8bpnHPG6dezv6CDicVKkOEjoOpvq26kngyLJ7EmmyRombkWmMe2hKaVRFfKSsiwyBngUCDtk9tfX4cTLttZWQm4fYadCUs1SG4sxt9xNe+NOVnXGSOsGXodCyOnGq0jsiaVJG0lMQAa8ikypz0M8mqAx1cCOaJyUbuBzKHhlmYRh2gGILB0cqoeMadGSzpDSDBSXB5fHg4WJyykj63FSmkq5UyLssHsrww4ZFxaJTIIL0psJ6lF7WE93knW0snOvREiRCTmdbIsmyBoGbkWh0usimdWIp6NoSJgWpDVIdsZxBTqQgi7qE+3siafJGCYOWWJ2JEh1awdp3bB/xwcjqKxlp3g1Z3QcioRkQVYyiFkWQUVmfzxJh6rhkCQUIGsY1CU0PIrC9LFn4jATZBKdOFxeAsVTaGragmmalPrcFLodZHST/Yk0cVVDjW3GiNbjcjnwKDIZQ6MzlaDOrRByyGiGTsYw8SgyIadCe0ZljM/JO9EsexJpsoaFW5Go8LhIGiZlHjcGElnTwC8rmJbO1s4E4/0eYrpJxjTxyDIVXhcpPUFTAjzBMiIOCY+Vxe1wIQWCpFpaaYpHicg+gk6FuKYSzxhM8fp57IWX2NGYwnQE0Z0hssgo8X1kYm9TFw6RNuI40dGSadpiOnJHHAkocB26ZBuWxRvNUd7WO5ippKhS9yEZKpbiYrccYovuQymdgbRvNVK8GStYCmPORLNM3qs9gBq1J261tdkTtxwOBwcOHKCpqYny8nIKCwtJp9Ns3LadyZ4gF1QUQSBEUnbiNzX8aprkpBnU1O07Yoa/MxTi3fomgqZBWcCLy+NB1TRakmnePdDA8pWraG5uzivdMnPmzF7Pl4888ggtLS2MHTuW8vLyXOFkgJtuuqnHVWzcbvcReXmKolBWVkYsFsubLdvS0sLkyZMpKCg4svdxGK69x+u4Ars333yTBx98kJ07d/L0008zZswYHn/8caqqqli0aNFgtXHU6W+Ns2MhVpE48foqxllWVsbUqVNpbGzMmxk2c+ZMnnnmmR575nbt2sU777xDOp3OfZpuyrrB4UZr3oaViWOqCWRXANlfgOwtwDINFHd+CaJKl0WlW6HM60U1jVxeWsTtRjaz7Gmpp8zvp9jnJ62pbKuvY3KxyoRps6nZsMpeieIgUzdwKTIZXUc3LWTZ/nCuWwZOGfxAgUvGpThRLQmXZJHRsugmeGUZWSLXY+KWJaJALKuSlOOomo7L6cAjSciZBH4ZtnfE0EwTzTBxKjKKJBF2OvArMindzAVpSd1ksnGAlekUuqkTS5tIUgbLspANi22JNKYk4ZLBIYFqmGzpSLI3kcGQSijxunDLoBmwK6MRPdBiV+N36rRG99Nq6LgVB2P9fvbFEyTUDCUeFyFFQjd1dkXTJFSdpnQ2b95gDBjr91Lf2c761g4ckh3AJVSNtkwmFwDqlmW/MIdiJXTLxC9ZoKdzj+dSIKXZgWDE7cSy7Im2igxRVSXbWU9FyEuJ30VaN9DadzEpHaXJTBDVVMb7XaimhUuWaMlotGRVDCT8inJw+NgkYRiE023s7XSzNZrEMsEpQ5HLye5EkrasvcKE2i0pt+s7DdC6bZcAWbHoVDUsy8Ihy4B9IVIti7imgySjZVMkU3H8Fpi+cqKqRpnHhSxBZ1bD57DbV5dIYySjhJ2gGjppzc5lDDkhpem80diOW3GQNQ3cskLQJTPe72NPZ4o9yTQFuWDQZE/Snr3sdjgIOhRcDhnTsujUTVoyKu+2xRgb8GIgkTEMNnTEKHQ7ceBmQrYBn273zBY7ZHyGRNTj5P1FAZoyKjtTaSIuJxeWBUmYaWq37MZnGbgVGWQFzVtEgyOCktyGS4pSFPLjkmVUUyMe20tDWmVCwIPz4O/EJctgwb5EinJlJwEpyR5LJmtJuCWLgNRMqe5Cie7CmW7GMA2UzD7MTAMHApNYa8JpYyKYpkk2m2XDhg2MGzcOl8vVc77v+Clw1ln4azfhT7WDNwjnLCI5/RxiTz9DMpnM6+VDzZLMqhT6vXidTrBMvC4nHgMOdMR45qnf4wmEcnnGmzdv5tJLL+3xfGkYBtu3b2fy5Mm5enahUAjTNFm1ahVjx45ly5YtedfLd999l1AoREtLS15eXjwe54Mf/CCbN28+cub/0qU9fqg+3mvvcBhwYPfMM8/w8Y9/nOuuu45169aRzWYBiEaj3HfffbzwwguD1sjRpK9enr5q9nQ5PIATq0gMn76KcQaDQS644AKAvC7/vMK23RQXF6OqKuvWrWP8+PG5NQ5b9u3CNIPou1cA8qFVDDDxzv5/ODyhI2bMmYbOpKCHgEPGobhJGxZeRcIwdDKWRKXfgyXLNKWzRFwKhR4XTYko75+3gMa6rcTjCXTdsJOSPUAyhmKBJFkYpoUsSSiWRNowKZIl2rMGdfEMumHgUBR8kokEJDQd3ZLQLTu4yug6FtCaSkA6DQfDHEWCieEgIYfEulQWk4P9cpqBDEwKeNgRTbKmpRPDslAkiZDLydySCK9Ydi6ahAmSZAcWlk7GsnBYFpIsY1p2BpphWXSoOk2pNCldzRVuliSZrGHSXt+Gz0gxK+xCkd0YpkVHNsWGdpUzCoIcSGZzif1uBepTWSRknDJIloUl2c+1MZUhqWvENQOnZAdilgWqbl9QTTgUGR3s+QI7p83Qs6QMKRcMW4aBWwa3JNOUSud6ptyKhFuWCTllLMueGBByKbhlSKVa0ZwKO6MpErqBboJDBix7KNarKGiWSVa3j+GRJNLpBDssDYckk8FA0y0yZhbJsroWDssvt9HH34VuWpiWRcaEtKHn3SYDu7evRjXNgyViWvE37CPshG2xJGvbOu06dgqEXS7G+j2kNRWnIhPpVu4mrRnETZXNnUkmBbwEnAqdWZWdcZ2I00lnJkuR20FcM+nUdJyyTMSjsD+u055RSTscGJaJItkfWlTdYH8iw95EBtOy3+Neh8LCcg9VbpM1Ta1EVR3NtHDKEmGXg/MqCihwO2jKZLstqwYNsThmJo7p8oLTA6aOM95IWGonYWl4JBdJ1aADHRcSCha6aRJXDYp8HgIO0EyIZlUky6Lc7GRvKoPHG8KpKCQMnaZUDCOTRHG5cfpCeBxuDD1Lom0P7vYGmvVS9u3I5GY+R4I+iouLmTBhAgUFBTQ2NuZyf2fPno3f7SKZyUJWJZlI4Zdd+Dk0w3/Xrl04/EWkTDd+3aB973YkQLfsANutSGRVnaRukNY0Yu3tlI0Zl7ds4RtvvMHkyZOPOF82NjaiqioNDQ1s3rw5Fzx2FRheu3Ztbp3X7jVBVVXlfe97H7t378778DxnzhzWr1/P6tWrc0vwzZs3r9cP1cd67T2ZDDiw++53v8uyZcu4/vrrefLJJ3PbFy5cyHe/+91BadxolNfLc3jF+j5WGOgtgEvr8E59/r6v18FnnoffXz3ET2aUO9bZXEcUtu0hGGxtbcXtdnPWWWflrXF4zuyZ1PxzPR2yC5SDRW9le4hyLA2UnTaL6lf/iplN5SKIJkVnQXkBb9W3sKIpSsLQCSgOzi4KUOFz8WZTnD3xBFndwO1QmBgKMsHvw+xsY1LpNFRrF9lsCrfbh+kJsKG5kbRpYqp6LuFedjhwK06SukF9Io1TBrcChqXTqVsoQFIzyBj29wagmfaFz7AsLKvrgm9iAG2pNFrWygUMXUGEBeyKpfC7HHRk9dykggqfG7cUQDY0gk4HxV43hmXhkCQ2t8dywaFlgSSDdTB6MoDd8SQBp4JlSUiSfRGfHApAKkaBww52YlmdoEtBAg4k7Yu9bpHrSUxrBjHdxKXYs1TzeiVVjZSmY2GRMaSD2VcyDgXQu551voAEU0NBNre343VI+Bx2jl3Wkih2K3SoGqZlARZZXcICCl0K69tidGgahmGhKBIFTidzS8LsT6ZozqhoppXL2TItE82wcCrgV5Rcb2pK08jqJi2ZDGnNnlAAErIMun6opb0FczLkeiIB4oZ94TF62NcEmtNZHBLIkkRGN4hmNTpl8DodWNLB0M2AWNagyOXGI0t0ZnVUw8y9x9OagUOSKPO42R5NEdV0wk4H0yI+4prGvkQKRZIp8ci5wDapm2iGQUtGpdBt4VFkErpGh6rbw9KmiUeRcCoyhmmS1A0OpLIUOBV2xVJo3Zfty6hUBb2sbYvjliW8DhndtHi1vp0OVaU84OdAWkfSNFwOJ6qloqc6CDkUElmNungqV/sw7JBwyKDlZtDbr6hmmvgcMuVeNwcyOh3xDjDt4sGKJJHVNbxuPzFNR89kcSgKyDLZWAt7GxTSlst+40sm/kSc8v0NTJ06lbKyMk477bS83F91/dtsqlnN1kSaDtWgwNXAnL37mZlIkMoavLalhWSmEZdpoMoKQYfOWI8LDyYJTSeq2QGqQ9fwyjJjx004YtnChoYG5s+fz+7du4lGo7nJQ5qmoWkaO3bsoLCwMLcObk1NDWVlZQAcOHCgx5qgp59+OvPmzTtiDV0gV1y56zzb1wjLqbbc2IADu23btvVY8yUcDtPZ2Xk8bRrV+qxYP/X0Xt9Yn30O3jqQv62nFSS6vLVfrCJxIvS2QHxvs7l6CwYbGhooKiri3HPPJZ1OE4vFCIVCxONxSqRXyJadie4txTI0JMWJ04gzxbGff53azoFq2KdK9jUPiRIvrGhPsC2WYmrYi8/pIKXp7IilWdPcSdKSKfD6CPkUUprBmuYO2sIawT0dLPRkiU6cSsxSCEkGVqKZdzT7k7hkWV1LvYNh4nU4SUkWMnZysmHaQZSMiUeWUJHsYVXsi74TO66xyFtpDBPoyGRIyhJOCRRJygUKmmnRmNUpSql4FAndMnChENV03mqJUeFzsSeepjmdzdV+M0wD6WA7tYNtRTpU0S6j6aR0M9f751EgrqqUuB2sauqkXdVywUDIoZAyTBJRHQspdx/NNMgaJlh2z05XVJPWDTQsdEXBxA40Jcv+3aiHR3PdBNwOLhoTRpcM9sVTJHQTh6IwORLAL+nUdqaIm6Z9nZYhqMi0WwYpA1yKjEuRMSyLpozKrliS9qyGYVooEhhI9lfD7n2zTJOUrud6pgzLQrIgrh0MrE07gJTNXBzaJ7OHr10xkMyhoeau2yVAOTjUqMgShmESNUEyLVyKhHkwSDWAxnSKQreT1qyGqRvdhq3t51bd3EG7qud+L43pDAtKwyR1g6iqo1smqmEPaWPZ7Sl0ycQ1nfaMHaRHHBJtpkSJx+4h7JoI0pRW2ZnIIukqliThwMq9ZiZQ3RxFliRas1puRniRy4EkSZxbWc4rTVFS2TRqRkMGCrweTDVFQzqLUwKXImGYJs1ZE49s52fGuy3355JlqkJ+0pKLgNWJZWYwTBMFGYesENNNOtU06BoWEpJmYeo6GV2HdBLLioOhg+IgoXtZteUA/3H9OHbv3o2VTBB0ysTjUVpb2/HX1/FMUysx1Tg0w7WhmUv1F3i9LkAw2U6lFsOBgY5C2umnyOdH0TO0ZPVcXmKBy4Hb48Dhyg89uoZ/p0yZwjvvvJPLKQ6FQrzvfe/LrVHb1taWG77VNA1Jkmhra2P//v0UFhYSCoUwDCOvJujhEyB6qy7Q1duXSCTyzrG6rp9yy40NOLArLy+ntrb2iHXlVqxYwaRJk463XaNW94r1qayaG6bxubfw72Wl+P3+I4Zbd3UcGdQdi9UH7JOgyL0bOj1VUj/aCaKnYHDx4sVs27aN9evXE41Gc59MDcOgPi6jeV3IigtJcQGgZSXW1+ssqN/Lnf8+l1Taormpg9KyArTOBp765atMDYcY43VjmSZFskzSkea9jnpKPS58DnBK4HNASpZo0J2MVTtpknxIgTBuIAt0xtoxDBMsC4cioSBhYKEbFvGsiluWUGSLWNbAwL7o+BygYeF1KChG10VYwmGZxEw7qHPKcu710E0THVBNC1kCsHvSDEtCxw5G9sSSyJKc6zH0KBJZ3eC8igK2dySojSZyw2TlHjdeyU7wl017WNjqNqSYNi0kyUBCwrBMVBPqU3av3IF0FuvgBAcVezjZMEBRZJwSuV6ujG73NGZNC13Tc7lvlgXeg3lzad3EKVsHS5GYpA82wMnB3kTs/RySHXumNYsvnz6J+niC/ck0Y/1eHA6F+9duIyvZQWaXtG7QqUHEpeA8OLvTKdtD0fuTWTKGQUzVkQ8GUEjYv0fsniHZNJEsMCQLyzDt2w/rkusjDj2qg3NpsLB77uTDbtcPvsZdAThAWjNI6XY7ZM1+f7YrEsVhJwGnQltWO9TL5VRoTmtoGLn7a5bF/pTK640dFLldNKaydM33SGhgHHx/6JYdpBmyZef+mdLB9knE1EM9yV2vWUMya/+eZDnXZtU0aUyrrG+LM8bvIexSyBgW22Ip3LLMosoQcyaNobXlAIaWweWQCTldrN2zA0WycCr271JW7PeghESlz8WBtJqboDM55KOkciZ72urIqilkCzRLwmmBrqtolomsq4R8TiRZwjKhI6NiWBZkYnbahqTYq6hkU3Qg4ysYx8L926lZ+QYNqTQ+n5ezp5zG8sZmth5owtA0TMtElmQUpwNDVXHFvMz0aHiKKkmZMj7ZREu00hpX8Xs9dtFm08SSZdw+H4UeD60NDTi8/vxlCydP5tVXX2XFihVYlkUgEMCyLFauXEksFsPlcpFIJHKBZSAQQJZldu3aRUNDA01NTbhcLiKRiP2+PujwGqK9pTrt2bOHiooKfv3rX9PY2Jg7Tnl5ObfccsvoCOxuvvlmvvjFL/Lwww8jSRL19fWsWrWK22+/nbvvvnsw2zikHnjgAf77v/+bxsZGZs+ezc9+9jPOPffc4WtQtAM2rwFdB1kmVyNC1zHeW8MtT3byXFMkt/v54+H8iQM71EPr4I6XD/18eO6dmHAxeHoL6HqaVt9bMFhbW8u6detyNfCi0Sh7DjSRcBYhZzrA5UF2ejG1NEayhbZgOdGUyeSdm1D21Nqfwv0BWv0R4jhQJS91VghTlpEtE10yScluwv4gGBkSaga3olAeKWCjawJlbic7szphOUrIoRDTDQ50RnHIEgFFRkE6eGGTMGQLyzLoSKfJGgYeRcYhOdAti5hq2D1luoHHoeDGvsAnurqsJAlZcXRVXgNLRzo4VmpY2MVaAZlDwVjGsvAdvBBbWHRqFrWxJD6HzJ54yu4FlCRM02J/MoPfIaHpFlnrUAAFhwIMyaLr6FhAWypLUjNQdRNJOjS0qBl2YOIxTUxF7ur8yz2eSbeAyJ4LgUu2e6LAnnDQdZwuEuBUugVcpomqG0hYbG5rpymlEtU0EppBxrBz9STs1a66D3nqB4+d0Ay7d06WcMsSGdMkqeuYkoxDwn6dJQn1YHvtYWhygbDiUOjI5JeHOF6WJGMd/D12vU5dNOwLk3QwSO4KpVTslSAU2X5eGQuaUyoFbgcdWXsoWkLCtCza0hpdfVvdewUNoDGj2+9308rrcZQA3bBoTGZQc+8LA5cEXqdCVFXZnzRyr0uBy0Ghy8Ue00CR7F7Rrghe1+yeaN20iKo6raZpf1ixIK4abG9pISgdoNLIomMSkhyUBEp527KIuBxkDOvQcdxOoqpGfdYi7HISdMjIskKLprDTNxtv3Vb2JTJ5kx4sy36zWYZFPJ3KvQKmdvBVkRSQXQc3K2BlIRun7c3XuNzdSnjSJLZFNaaFnfjirazbu4/GRNouwWPZBeuxLNKqTnGojKSlkDUVXA4nUV1DMxRi6TSa4iAQDuM9WB4pYVn4FQfhomKam5tzH1BLSkp4//vfzy9+8Qs6OjpwuVy555JIJGhsbCQQCOR65BRFQVVVGhsb8fv9BAIBWltbyWQy7N27l1mzZlFQUMBrr71GY2NjXg3RWCzGuHHj8t6PXcOtGzdupKGhAUVR8Pl86LpOQ0MDW7du5aKLLhrIW31YDDiw+9rXvoZpmlx88cWkUikWL16M2+3m9ttv5/Of//xgtnHIPPXUU3zpS19i2bJlzJs3jx//+McsWbKEbdu2UVpaOixtSu7cxo4DDcwdWwpOHwnVIOBSsLQUm/c10LR1GwWuMYTTjXR6K1ixbwz18YEda2dH/s8r9tmFiX+6tO8JFyLgO35dJW3Wr1+fN+W/t2n1yWQSwzAoLi5m7969uROVu3A8Dr0I1BRWOoaRiYNloQRK8M66Ate+p/nb+pXs6kySUDUCLicVPhcpw0mNWcgcsniNFGnZzS6pEIejBUwdzTrUQ6ZrWcrdWWaOP4Np7XtpbtuFrqmUOd2UhyU2ORUMy7J7pw4W+/XIMoZhkDFNTMtCNU2y2NeRrmDMAvuT/8HeoFzenGWh6mouN8uyIKDISIZJDFCPeHXszz4Jy8zlsmFBPAtrmqNkDz62ZFl0xUuduoVTsnt9ui766sGhxWwPyWKmBVlVR7eO7LkC+4k5ukV0XW08fFcLyBrgV+yeSUs+lH+HaT9fE7uX0qIrwARkGQmTZ/e00JrJHsyFk3DLCqrVe+9ZQjMO9f4ZkJHAp9ivu3ywNI0p2T1SMvbz1wyLjGnmfpc+ue/JEANimn32+OU994MkwJTsXC354G9NBeriWTKGeWjSiXRwiP2gw3P5LKA1a2JJ4LQO5QDapYrt36+rW+9r1gJVNTCx8zV9Dvu90pTRqPB6cMsKCc0ga5qHgvGDbY9qOmnDOPQmQ0JzhZhiamBmaEmrGFi4JIsJSgbLMkgYdhDoVOwe1piqo5sgWQYdGfPgDF8Tv0ehtPEdtnZEUU27x7Ar3UA17dSIorAfTc0enOykIAfCpOJxkBRkRck9d9N0ICGR3rGOO9sTrNq9j2w2gdsd4LTCIPs6E7SrGhZyLidTwkS1YGaln3bJRybRQjaTwOEJgDdEwtiPS8vidDvxyA4MyyKeydDg9RN0uXln+Uv2EoS+EFdffx3hcNgeBrYs9KwBmgYuJ4ZhoKoq6XQaRbLzBzVdI51J59qSyWQoKyvD5XLlJmOsW7cOTdNwuVy5SgKNjY0kEgkKCgqwLCsvj1DXdd577z1mzpyJw+Ggra2NoqIiVFXlnXfe4SMf+QgtLS3U1tYyZcoUZs2alXtPNTc35yZiDFfs0J1k9WMto40bN3L66afndXOqqkptbS2JRIKZM2cSCAT6eISTy7x585g7dy4///nPATBNk3HjxvH5z3+er33ta33eNxaLEQ6HiUajuQrWg6H5rVf53Z1fwu8KYrm6TVtVM7TGY7RWvh8pfiBXvDJaOZ83z/g8WWdw0NpwVjmsazxy+9xKe2hOzLA9fm+88QZPPfUUqVQqlzPi8/n493//d+bPn39E0DdhwgSWL19ObW0tqVTqUFkBp4+16hR8M5aitWzHTLQgB0pwT5jHmIopLHz+Sv60bjMu2R7e1Ex7aLE8XIjT6WK8QyOkSMQMizrNiaLG2R+N4pDs5HjNsGeLLpkyhU+ev4Rz01vYE0uxL5lmnN+Lz6FwwfOr2RtPIx0cJgULy4Jij4u0rtOpmT0myntkyZ7ZeTAvTAJShsXBhQ0Ole6QJGYVBtnaESfeY1TVt64eGziUu6cCIYeES1FyPRCqrhPrqaHdHqd7jxgcCqgc3X6WsYOJ3loqAQVOhahm9Pi6KBzsETnIsCDiVJgR8fJWS+K4hkABfECB10ljWss7fi726EHXcx8sfT1e18earp5UCzvocpA/RK1w6IOC3SN76DHUo7xNut4H3Xczu90mdR344PC5AZR5FFL6oZ60IreLmZEAa1ujNGe1Hl87n2z3O3e9LyTA43AxvyTI+rYoHZqJZYHfITMj7GN3IkVLVscj26V8DMsipdvpAn6nvfRZ1/vV73RQ4vezO5bAsgwk69CHBONgT2eRx4MTIxeka5ZMm2bgUhwolpGrO2kpTkx3mI9OqWTj/r240XHKEpppEdVN6mIJdNNOn3BKMpplktYNwl4Pn5s3jzW1W2hMZXKvjVdxsCdrMsbrotJz6BdTnzGpSRoUmil0yy6L5JAU/A6FqvcvZd2mt3El45S75VyP/Z6ESksmS8DlRDKMXI6j4nChBP2MGTOGaDSKx+PB7XbnhmwLCgrweDzU1dXlzpdVVVW5iSGqquade88991yeeeYZGhoaaGhoQNM0nE4nFRUVFBYW4nA42Lp1K+l0Gq/Xy/vf/37uv/9+li9fzqpVq3LVDubPn8/HP/5xfD5f32/CfupPzNGvHruzzjqLhoYGSktLmTRpEtXV1RQVFTFz5szjavBwUFWVtWvXcuedd+a2ybLMJZdcwqpVq4atXf6JU0nKQVxaEq9DQZccOCydlJakKZPFqN+A7C9C8xTg1NP4a//OecCqeXeRHKTRkp6COoDq+oM9C9109fI99uHBOfZokEwmWb58OS0tLVRWVuZN+V++fDmZTIa//vWvpNOH6pVVV1ezZcsW4vF4rkfPPjm1EHKbGCxFVtxYLj+y4kaRYL57F+/t2Y9PBofDCdj5bg5dI6AnmBYMsb49QUI38Ttk5hWHMDwummPQrqmohn2B88gysXgL5a3v8su6Zl6pb6cjq1HgdrKwLIJPkQ9euKSDF2wJE4uQUyaq9jz7EeyhvoMdVcgHd/JJUOJ1k9ANNMvEKdkrEoz3uVjfOrB+IxP7RGdi98gcehQJn+LIZTtks31PBehp2LCLjt375+RQL2NvLA4Oj9Lz5AHlYO+fJdm9VjL2RIC3uwV1PQVG3f80+3ql0gAZrceerN4MZlB3tMcr9jgOFma2E+7disS+lHbERA0Te2i2+wzn/jCwg7jDX0sDULoNn3e9TtGsvUqF3cNl0WZl2RmzayBCzwF/1sxvlAWYqsqqpg4ypj0sb78fdNa0xQgpMi5JIqGbuWDQxcF8Vs2wh8YPpgJ0qDoZLQrYgWzX8Y1uPbiqlkVyKCiyXbzaMjV8gGnpuBwuFIeCoRtkdZUit5PdTfuRTBWfy4mJjFM2acuouZVT0rpB+uArIkv2xJa2pn00pbNISLgddi5fp6biNg0M3SKlO3EpMqphklazaMkEbbKM36Egy/bycE1pDcfq5QQUNyk1Q6flsCehWBaWoeK0TDwYhH1uexjZMohnVVKxGOnCQkpKSlBVlWw2SzQapbi4mAMHDpBKpSg8eHsymWTjxo00Nzcze/bs3GoTXV8jkQi7du1i3759hMNhwuEwmUyG7du3Y1kWLpeLwsJCKisricVivPjii7nlzSoqKpg4cWJe4eRPf/rT/Xo/DqZ+BXaRSITdu3dTWlrKnv/P3nvH2XXXd97vU285t04vmhmNerEtWZYsq1huuIINNiQBYghslmWTjcnGkAQelmwoT+CB4E2W7C6QxASSEFhCLw6h2NiSZeMmyeptJI1GM5p2ezv1+ePM3OkqY8nSSL/366XX6J5bzu/emXvO53zL53vsGK57ob/urx+Dg4M4jlNtlx6lsbGR/fv3T3l8pVKpevWBr54vBj9MzeNE+12UDn6XRgpENYWs5XCyYFFEI+9qZIeHcS0TSdOJayqNJ59FW9oDRuu0rzmaUqjeZvYH6knHKRzPj+CJDttzp7+/n2PHjtHQ0DCl5f/IkSNkMhmGhoYmDKk+fPgwJ06cQFVVampqqtsLhQIRt5vA4FZOBZeiRRtwK3mah7fRHHfYWigyLxpB14PVOiuzUqInn2NFbYIHOhqrtibpcoVfnc4Q0BRqJBlNlVCRyDsOrwzm+cSLB/n1QJaC7VQ9vl4eyFBxHTojQbK2U3Xxj6gKtgflkZPe+BPo6IlyvLAY/XsMSDA/FsJxwfRcdEkmpCoMTSNEzofpJFtQlpElD9PxowzemUJWZ0EDdMlvHNHx55Ke6aVsJkYSx4uyiKr4F3We3zjh4WFaY8JGnyEyda7CzgOKFzy3euEoWL7foetJ/vtzRpoYJj1uVAzP5lg22pQxWnc3meleszzpMzMdj+O5MqriGzZ77phYHH2Nya/jAWVAcl1AouKOvg/J90UcsVQJq3JV2DkjIm98lFLC/xsqeBOjxZP/hHVZxnE9Kq6FKvuiUVE81ECIvONimTaKIlNjxFgeD9I3mMJxHQZKVvXCajRtbrru2A4kkF0PSXbYn05TG1CxPX+CSEBTiHoK3fkSiuT/PkuOh+u6OJ6L7UFIlgiqit/17PqlGqeKZTY3hXihCN2FcvV4FVFk6oMKmqqBPHIkkSCoaUi2PzXHMAwaGhqqVlCqqpLJZEgkEtTU1ABjRu8nTpzgoYcemmLpMjptQlEUlJHmFUVRcF2XUqlEbW1tVS+EQiEsy2Lv3r3cfffdNDc3AxAOh6vGyQ8++OAlS8uel7B761vfyi233EJzczOSJLF27drqBzCZo0ePXpAFXi58+tOf5uMf//hF389z3fD8yvfzO+UuSj07GC7kCQVC1Dcuprv7CNnMaZp1/4tftPP0Fj0wCyRKvaRnEHYr6mD3wNjtG5rhhd4Lu+5jGSHszpfJVRCjNR/d3d20t7dPGFIdiUSoVCrU1NSg6zqmaVY7wHK5HO+5IUJTc4B0Kk0iaSBLdWzfvgtXlrFdB821MR0I4qccK46LZVt0ZV1ytktUlcEzOV2qEFQUEkHNd8XHr6tOVyz+rWeQouVQHSiPhOU4uBJ+h6vk+20pkoQiSxRGImAajPmPAfIZasIqLiR1jY5oqDpqK2PaHErZZz2BjzvnVE9uM2k1Fd+XrFAa61i1ziJ2pGm2jT4loEgjxruA5BHAP4Gfba2j0abxr63IfgrOdlwkRSakysiofkMV0392EhD0fWXA8yjO3WtuCo6HM864OMDMtirjxd4MpY/V+0YFkYwvxJwzfEbnqnvLQMCdeME7PvrKyL7G13GC/3cu4/nG0CM4I//0kWkqo08atP13WZ1IMum9jd/X5HVXPI+opqLLKqbrUbRtFDzao1F/nBoVdFWnuaaReUGZ/RWTgu0Q1TWCiu/xl66Y4zq0R22TwJY8bFxSFRNNUYhoCmFV8ecI275AnWcEUCQVGw8VibCscFQuoci+HyD4nb+KLFFxwB2p1dUkGVVxkZCxPY9GXafWMMi7cjV9LAc8PMeirqWNVCmPZVmEw2Gam5vp6+tD0zQ0TaNSqaCqKrZtV8vIHMchGAxWZ8hKksSOHTsIBoNEIhFyuRzFYhFVVUkmkxSLxSm1z6PNFbY98a8zmUxy/PhxBgYG5oaw+/KXv8xDDz3E4cOH+cAHPsD73ve+asRhrlFXV4eiKJw+fXrC9tE5eZP5yEc+wqOPPlq9PV1nzYXgpjaI/epJ4k6BXVo9GdckruksooJTTFErg6HHcFAwFIekmaVY9hhW4jO+5t/c6/88NtLwcCwD7/n+hV33/Jl3L5hEQ0MD8+fP993aVXVCy39ra2vVq2k8uq6jaRqBQKD6t+s4DoODg1TKZZJ9x2g4/ioNtgWqRqVxHvW1MWKRWg729+C6+eogciSPhCJxNFvElfwDXT9g2xa261HCQbckSpafbrFc329toGziuaCro6XrHqbnC6KeokmNrhJTFcqOy6lChbimoPnT7CeMDis7YzVHAXmsLm20eaErVyRj2lXjYE2WqQme+VCl4Ke1Rim744QkE73TJCAsQ8Vxq2kr2ZvonTf6uNHnqPjCKe9OTLmN3m86fmPGaJ3X2Wq8ZKj6940XHwAV26lGcUzXxnRkVsQjnCplJnbZTnr/pjvWyTuXmRxBq4z7/6g4gzFBM/r7nS5iOfr7H789AARGUoDnGwWeLt06Ws82+rscL7QkJoq+8X9TDv74vdHt1TWOTEAZbQwY3afHxL9Rj6m1nZPXFpR8M2vX8+ujPc8jU7HoyaRRAxF0TcP1oDfVS42aRJIkLM/v5B29fLM8b6RTW0JXtOqbkB0HXZYouS5l2x2p//Oti0zHJagovHV+M6fKNhnTIq5rJDV4NZ2lYLuURlLLlutRdjzCMpwu+QbGluzbGSmShOz5UfXFiRhDtkzOMolqOg26xECpxHWbNkNAqmYRPc+jsbER0zSxbf9zLJVKqKpKIBAgGo0SCoUm/F5zuRzNzc3E43F0XWfBggXVurzjx49z+vTpqrHxKKPCT1UnHptSqRSRSIT6+nouFecl7Hbt2sVdd93FPffcw0svvcQf/uEfzllhp+s6N9xwA7/4xS94y1veAvjNE7/4xS/4gz/4gymPDwQCEyYBXCzePi/FX3f9G9v7h5CNemKxACWzwgsD3bi2janI5E0LTZUo2b5vUzysc009PO9MPOgrEmxuG4ukjf4829XoTM0TiQDkzDPvQ3B2DMPg3nvv5Zvf/OaUeYUPPPAATz31FEeOHEFRlAkp146ODsLhMOVyudryHw6HqfVslO4uaGwAIw5mmdzeXSzoWMT2pgWYvd24koQk+TYWsu1QkWSytkVjKIQmK1iuQ4/pIHsOWRMGSybeiCALqzJNYR27OHISHXemGl9wDv68T/BNcWuDvmXBqZKFrshVmwp75C9Qk/xU0WgtmTua8qlOEAAkMD2HpKYT5MxRsMo4Mafgp3WtEeE2/oSoSyMRE1lGkz0810OS/Yjb+Gji+O9JU0glqKicLJQnWKTojHRSApJLdVbu6GtMjhjKQFT2I02WO/1jbEamd4y0hVquR0CVaAyo9FbsKd/fKFAbDpC1xlLkiuQxYL6W5PXlicfU49doR2+1XpMxo+vxwpmR/8cC/mkv57jo4+47U3fxKJONs0dfc/ztyeudLOzGP3a6Y7HjeiN//v7vf7xI9YWeX8OK55HUJPKO3/GtS1SbAcojaWFVlgkq8sjcX4+yPfoZutQHQFdVTNsmXbDosxzQDJzSEBXPmdDwoUlQHwpheWCNWLcYIR1ZltHx6KlUiOsqEVUmP2L+vCxucHNzkpCqkrddIqrftftE9yC/6h2m4jpUXP+vPyhLrEhGOViw0DWJGk1DGunxzVs2GdPhdKGAomrokoznlLFsmfmdKwnEgtTV1TF//nyGhobI5/PcdtttRKNRfvjDHxIKhUgmk+RyORzHYcOGDYBfjjV+GtCWLVsYHh7mhz/8Ia7rkkwmGRoaolKpsGDBAoaGhujr66s2MBQKBVasWEG5XKanp4dkMkkqleL06dM88MADl7Q7dtbNE7/61a8wzemMB+YOjz76KL/zO7/D2rVrufHGG/mrv/orCoUC733vey/Zmgr9vajmKQLhGoKhEV+zkEowEsMaVgkZMTzbolguoCoakVgD82pr+b1bLP7k0MSO1c1tfsfqZBYkIRmE1DRnyWQQvvpmvyFicvfr/3s7fPSX57YPwZnZsGEDqqqyY8cO0uk0iUSiancSCoWmiL7m5mZuvvlmtm7dSk9PTzUV21pfzy31QbK2i1e20ewilu2SczyWF1KclAwite3IxUFs20RVdSw9Qj47QJ0r47gO4OK4HgFZpeLJmK6fstAkf7xXwXYZspVqPdJ09XILYkFsd6TgXVVYEg6gKwr1oQAlN0vZsnFd/0IgrkDeGbGSGGdE6+CfQJqNIIvj4Wr9zWDZwtAkwpqCZzsTulPHR0vGyxgZqAtp5CyPvO2nWxUJwqqCAqQsB8lzMZGq1hqMnNhD0kg0hdGookRU0/A8P9Koj0sr257/MyD7EbPR9J4+sh5DlSi7Ho7r+6/FVIWwHiBjuWD6InE02qTjv5ewovq1USMCz8OvOVrfWMfPTvZRHCdgQxKsqo+zviFJf6nMsGlTo6tYnsP/PTowY9p23PSyae+fLEarthjn+JyzoTO9bc34fY5yNrEVVv1ZvuMF1GizTEiRQBqbrasAsYBOxXEI2U5V+MtAwPMYbVeaqV5xslQO4l+DzGTePJ0QDeG/98kdydrIdtsDXfKQR7z+rJH91AY1MpY9It4l6sM6a+pibO/PkrMsGImxIclokjsixnRcPLKWnxpNBnRypktTPIrmmNjlCkFZoiUZIx8MU9LLOJKCKo39kVmuhyTJ6JpOa1CvTtfIWi66HqRJc9AUiazlkDYdAopMRyRIfTiE4/liTsVFRiKgBbh1/RuoPPszugulEesWhTYjRO3Nb2f/U9/FKWQJqaNdsSoZR6ISDpPV48TsAo5dxlE1UqF67v+936O2sZZ9+/ZVI2Xr1q1j3bp1VTuSrVu30t/fTzgc5v777+dP/uRPOHjw4LTTgMY/p7u7u/qc97///fzZn/0Zzz33HL29vQSDQe68884JXbHHjx8nEonwwAMP8K53vWvGv9fXg6u2eQLgt37rtxgYGODP/uzP6OvrY/Xq1fzbv/3blIaK15OCpOLIcFurx7Dsz4BNBKEmFmRbKkAxlMAL1ROVPMqeRNDLccfyNpraW/jaNX4Tw2jKdaYo2tHU9KIO/O3DJb/LdbrXmmm74PwYNSFetGjRFP+jmURfuVzm8OHDhMPhasQuJsMyrUJXxWH70WPkyxUiwQAb5reRUDWGeo9gyApN8QQ6LiYyJ8r+MHokOFY0MW0XXZUxFH/MV300Dp5HxbJAlvE8qEgBNLmE5brY1e5XAL+wvc0wWBAPU7JdQqpMxnTotxXWxfyIwavDeQq2jaGqLE8Y7BzMMDASfRqdyABQH9TZ2Jigv2SRqdgYqsKq2ggZ06YxrHO6aOJWK/w8cD3yIyZ4+rgqO0/yyI849HuehD0ikMqOR0jxBZrlgTqauvS8asovEdBoCQepuH4nYMayyY0Mio+oCkhUT26W5ZD3/OhfVPW7BBVFxnE8Co6f+o5qkh8JlPyTdjQcwcznkDSVxDhT22zFxBpJp5ZdtxoZ0SV/vmzaMvntJe1kKxV6ixWawwFURWXPcJa2SJjrG5KYtoOuKuxPZQG/sHa04H5UmMtAVJXI2N4U0STjjyPz8KoWI7IkIeOSt6eKsVEBFNNkP5o18ndVtlyKZ/j7D6oyiuuNpJb99F1lmkjw2VAAQ1Up2WZVQI2KKRUIqioVx6muNahqhDUF03HQFBnJ9ar7tz0/PDaavh0Vz6M1c/KkfavA4kSIY7kynuuhKXK1XrNsj43K88a91iiBkVKK0YoLZ9x+JUajuWPdtroqsaouRl/JJF2xSAQ0ViQirEgYDFseRzMFLM+tNhxokux7Jcoqiiyjq/53xnQcokGdmKZRX1dTtUEZzuUplAp4jo2iayjquOyUXcE0HcqOy5F8pfpeDFWhYfEWwvnDlPu6sLFRFQddVojoKiEjzpMZj970MHmzQkQPsKKpibf91l1c+8jv86WP/gXSwFG8+gW8///9f6ivr+eV/dsYGJAYVIMorosjy1hakbAkEV+5nFMnT5FPZ4gk4ixdvpTu3m5uv+v2aSf7xONxPvvZz9LV1UV3dzdtbW10dnYCfinW+T7nn//5n9mzZ88UH7v3v//9PPjgg5eVj91V3zzxB3/wB9OmXi8VRnMrRvsC8icO01yr0pwIjnjY5Vi2dAmLw0H25y2GbYka1WV1spZ199wNsQTgC62zia3jmTPfP9oIMdNrncs+BGdm1KB4tBNrdEbsqEHxZNFnGAbf+MY3WLduHYZhjHVz9Z/mye/9C5FAkA0LO1AVBdtxyKbTHHRlIlaKpFtADSQoeRIByaPeG6Ls2Zwuexiygi6Da7t0lx0cJEI1HdTLJq5dwUZhWI5wPF8moqjo+eGRSI+MgktIViAQ4QRhQhWPmCrTW/E4ZgcpLX8rK09+k7zt0BzWKTsqQUWmYDs0GAFkWSJt2jieP3e1TtNYEg9TtH0T1pLtjAxn9zAjraxImiQCBYbLVrWxQpbhcKZESPad/0dPOpbjULJcGoIBRme4eh7omj/sHstvxpBGGj0c16uqSw+wPZewplCxHWzPI6gqVByP2qBOQBmLAGUqFvmSPwvUU2R/Jq7jUXFcPwqkyCiyhDRywleRqTUi6HaJE3l/RqiiKDiuiyb5YjVjOlVboYrj+5zFNH9qhCK5dMYN5scjSHgMFMuoskTJcQgqCsGR43F2ZJyb53nY41LHQWk0muXva7JYkfxfLTp+xFYaUd71QZ1Ctlx9zHgRpQHzI6GRrkiXgCJjeQ4HMzMnzmsCGlnT9iOjIyJZcx3yZ/jOqEz0B9SAmOpPd9AUGVWWq409pu2bSfvea2q1Xs32fMEsAWXXQ5MkApI/d3a0eUYdieyNijnX89PtrSGNYXPMhqfdCLC5pYmhrh7ypo0yrrFAxX+OLvnNMNUIs+Nh4UduzeoFjTvyNztSyyZLSCNWH/KIoZ7jeJzIlzFUlcZwANeFw9ki6xoS3LOgg+8e6hppzPAfr8uwtibO0YrLYLGI57rIskyTYVBnmQyZFrptE9FUMpbNUMWiOWqQMn1BZ5om7shztGCYsudRDsRQKhlcx0ZWVOxIE3sXPEi05ym84yfALON5LpLkkfI0nLLD109kKLkyCkGcosTT+SFOfO/nrHpvE+t/476qTydAfX09t9xyC0899RTFYhFvpMYuaSQpl8t0dXVRW1tLc2szuVyOV199lXK5zNve9jYaGhpmHPnV2dlZFWfjOdN4x5mes3LlygnGxKM0NDRcFoJulKu2eeJyxTAMlr/5N9n2T4/j5TJE1SI522OwpolNv/UwG70863e+SCGfxYjEMFathS33ndc+OuJnvl80Qlx8xg+ibmlpqQ6iBn9W7HQGxaMNO4FAoNrNVYknOG7LrA861MgSZUkiJkvoikSPqjMvIHNsqEx/eQhFlnFcF8mpYCi+AaqnKCD5ES7dsbGBPkelP7oA3bMwJY1CbgA1rCO33ETo6K+QSsN4joWkBPFCNeQW3MlhNUzX8afRclmsQAx34R3EbvoAu7/+PY7nSlWBUzZtipaDrsgsTUQo2i6m46IrMlFNpWJbPNFXIIiN5Pmjrp7Lydg33sM7lSfoPrCPiK4T1fxO25xposoShq5gaCq264vEbAUqpkNMV0dmyI5GPyTSpj/VYnRklev4ydBRA9xa3S8oz5gWuiTTHNIJBcL0FYpYtkna9Kond0kai+RY7uh4MD86qMoSy2sTOJ5E3vJPokldxXbLtCUiKBKkTd88NqCqJAMqBzNFrGracGTurgeeJ9MRCTNQriBLMkFVoWw7pC2bJfEwWVdlsGwR02Sylost6cQ0BcuDoCJVI0klx0PFo2x7U6JIzshtxYOc61TTx0lNpSUUpKfgT7wYfd5odEmRoc0I0hgai/L0FU0OZ8rTRt4CQHM4gOv50bpRWxdLgvwZ6gIjmoIk+RNRdNkX5DIqqiKTUBSQ5argtmSZVMXEcp2R9CTg+rVolivhKBpR1UWVx0ZkqXgMWS4uCgFNQcVPVxcth4DkcX1dEkOTKNouYVVGkhQqskxnPEp3No/ledX9qxJYpoOhqYQ1zTcQlhQKpknOdgjKvqzWZBVVBtt1yFUsLNefHBGSZTTZj9wVbX9kXEhRCGmq/6kr/oXIobzDQ5s3UFHC7Dx1knylQiQQYHljMwFJojEQoqyEyZo2MV0lbOU4NdzHqVKFwUyG3Mhs3cXxGG9cuZBPPLeXMn5npyzLuK7LQCoPnk22dhnhWCMht0xJDpI2S6hHt5PKDuFoDUSiYQzZpeDKmIUh7MFB6ms1krFadFXDtC0G82m+99JLdNU3sOL6a2hoaJhw7Hvzm99MuVyu1rYFAoFq9iIajVbnu9bW1lYdBAqFwhmPtTNNhZhunOO53DcXOO+RYvfccw/AnG+euJxZt3ETaDr7Xn6R3tQw4WQNm9as9YfDaxrG+tsxcmmIJqqRuvNhQdKvmdvaLRohLgWFQmHGQdT79u0jn89PMSjesWMHyWSSZDI5oYlnaGgIp66RYV3i8JFjVMoVAsEATZ0LKSaaqDdCnMqFMG0T13GQJAlV1dA9k2W1cUxJqQ4VD8sRdven6c4N4ngakh7EM8t4lQz6yvtpWXEr8wu7MYeL5E2ZiK6j19TyUuNiiq5HOPYAwUqGciBBUQlhdj1L0SoTVP1IijMSgQioEhnTpiagcUN9uCrsThXK/Lo/z3E1gWsWkV0LV1ZxwgbB9DBHm2+m5uRJhkpFHNdFkWUawhqpcoWc6XvojZqaVkZOni4yuuLheH40zbRdArJCSHFGhrZL1VTcqBFwNBymMRwmKPvdtXnL4vbWBn54coj9p/vQFT+SYLoORdP2o36qjip5VTHqOYBngSehqBpBZBRVwZU8dNdlSSJCazTE6WKFrGUT01QqjsWxXAkdqr2tMhK64qfXFieiHMwo5CyTguVPDUgGgvzm/Do8LcKOTIXTZT8VfndbhIFCjq19qZHPXcbxXIKyxNJ4lBcG01VRNhqB80aaPgquiy7LfiMIkLVcjhf8ucHgIst+3ZoKmI7fwVsX1AmparVmqi7kEJZlKiOdp6NiUAEiukZICxALuCR1FXUkRX00W2RmO2so2i6JoEZE81+3YDqE4wmCskvAc1BwcVwbRVYp2v5s15CmEBgfMfMkipbrlzN4kv+9cD0cWULTQ0Qki4IcpOB6Iy0KMl5AJalUCAd05tfEq+KtL5vD8Txund/Ovx897kcCPf+Cw3IdyJewJYlMxRwRrw6yLI00DPkR0bJt+vOFZZl4NIlZ9NMpnjTS4CP53dgOMm3RKPOjgWqKPmW7PGPX0mis5E2rdBYvuI7efIHmiEG94vCP/RWSiVqaUsdp1DyKUpChuvkslku8KaSwOxPnVLFCSzjAzQ0JOlrr+HJTE4Xjx/1GppFSK02GsqIhR5vRwjFUO4+mRjE1A2vwEJ7rotYupGSVKNplJD2IqgbJ9/axQJEI6f7xKqQHkHSVYwMDLFRj0x773vrWt04pQ4nH43R3d+N5Hrlcrio4ZVlG0zSKxemT/sVikX/8x3/k6aefJpPJEI/H2bJlC29/+9vZs2fPtOMcgTNmUuYKs54V+5WvfOVCrkMwjpmGwFeJJWYl6MbzhXunNkiIRojXh9GrwZaWlgnbo9Eox44dY+fOnQwODk4wKO7t7aVUKhGLxfA8r9rNlc/n0YMh9lUqGPMWY5byWKEIO4sWsldBU4MsiwaIqIFqXd5AqUJfpkRjOISuaaQth4Sm4Dg2HckaTlNPbugIWCZoOmrr9cRu/SP+rPuzfDvXw6upDCXHIaQorFXg/oEfs48akvluPLuCpAZIGfPAO0Yum0FTdGwkXNdBlhVUbFzPomi71Zq8ku2SMx2GTA9PMnGjzbiKBo4F5QyVI7/iiehDbL7mAd5QOYFbySIHYnR5MU7/+ruUimVsz0X2/NOxJEvMi4SoeB6GohDTVD8aonnoioTtSXiSTEDyqsrGReL6+ihrG5t4eThH2naIqgr3ttRx64JFPDW4E1kLYnqe368nSciagmJZmGrY3+45uJKCJINmZjhVKNAUiRLTNUqWxfF8iaW1SdY01LNrKEWzYaDKCrbrsHdomJCqEFGVEZuJEYNY/DqwxbU1LGts5pXhHIVyGSMYZG3CYHO9RkmP09AUpmTZhDSVNqVEkAoV12+8sBwHTVFoM8Lc0NTAS4NpNFlCk0bli4TL6LQDiYCiVu0uyjj0VxxCCijuaCrU8+sKFX/GaFRTWZ4Io8sypuuyL+0RDagolk3Z8aqNIEFFxgkmiDe0M7/Yz9FcgZLjElRkViQinC4NE1IkAoqE6fi/q7LtknfBiCRwXYu846AoOkYyQb55HQ3mKdz+A8SDKkFZo+y65E0TXfYNtpEUpNGQpeeiyS6qolHxLBzZnxXiyjIuMolwELn9ZoqZ07jlLEowRiKSpHl4F04gSLpsVieVWHqQukiY39lwA0bI4NfdJ6u1ZNc2NfKzg4d4qX94glehBNRHon4ZgGcRVBU/BStJzAsqpNwgZcfDdq2xGcJKgIon0R2eR0Bz0e0SphrikFbDES/G36mb6epPUdOzDcnMczoV4XTDOp7UE/xp4jDNMthlUIMeuXgJM+UbYOuKTFhX0Uf85JAk1qxaRa5UYmBgANu2fR+3mlqKWZfW4VepGcjiuRaSrJHRknSrtTjIVGew+QWrWLKOIukEPJuQW8GUNHTPwrbLZAnR1FRHuVyulpREo1F6e3sxTXPKuW90Uk9XVxc9PT3VSJ5hGLS3t1dtRSZH2f7hH/6Bf/qnf6oKwHQ6zVe/+lX279+PaZoTxjnu2bOn+n5nyqRs3Ljxop4XLiTnJeweffRRPvnJT2IYxgRPt+l47LHHXtPCBGeuAXitxIOiEeJSMfp7zefzE6JvuVwO27bp6+ujvr5+gkGxZVkMDw+zdOlSMplMtZvrpptuYmBggCeeeILhdBbLctA0hZpEjOs33IoRDBMtOhzKlv2omiwxP6JTrgTZ1pfyrUVGhrWGNBU9GMULxwksvK160MMuEH/l79l2+EfsGM7QEg5gaAoFy2HHcJZY7iXa6pvwAlEkNYjn2SRT+0hK3bzsOgxVHGKBAEFNp2I7pE2boKwwLxLC8iSKFQdNlokGdD/tqBkoobF6ANs1cQuDRL002xtu5VUsok6BnGLglHIkos/QpmSo2Cb2SGoprAdYUVdLbybFyUKZ0xWTsCxTH9SJhcKsUgOckqMUSnlwbFBUktE471pcx3XzF3JPIU+2VCQWChOM1LCzrHNaTbCq0SZjO9Uop+a5vHy6H0+SkdQA7qhhn22iaQEiwTDgUbH8toNoMIwaa8Rtv5EN6gvsS+co2hZhVeaetiZeGczSW/KtI0ZNZdOmRaMRxm69gTs4zvxYlB7To1WXWBD0I2JhHVYEXEwpgO5ZuBWP61rb+Y+BJDtO9zNcKlMTCnJNUzPPh68lumsfqYqFLUngSbjSWFpWU3SUQBhV8rA9Cc2qULZMDEkmoEqoioQzYsorI7E0GeaW1kb6yxVytk1A1bi5tYUf96QZqLjIkjvSRCCRcyXQEyxavISFfTY3N8eracKegs2vBzOUHRfFkwhpChXHHzQfUhSc9o14wRi6VcDUDEwUgrE6/uDaNn78/W4GS37ZiixJLIiEUT2HjOWA6yJJfpTHdj0iARVPDyJlUiQDKiFFo+Q4ZCsmTrQBWtdiLIyM1IvJKMUBOvUhXK/M/lKOsmkS1HXaYlEWtzbTsn4DH6mN0lW+ge6cSVtUp5Jz+JcDx/FkGXlch5CLRwGdlXGd7tQwmqxgBP0pG/lykbCuUbBAlUMoeDhIWI5NRJHZU1LYU1JRXbBlHUsxiXTMx0mf5MTJ/cQ9h4iqkncdek8f5QY9SGrffiINNUSTSXLZLIN7d2Pg8u2hLKVCEfA4jcThoskDsVpCWphgMEgikah23jtqmER2AHf4KGYkgaqHscwSduYonU0aw/E2Bo7vQTJqkdQgrl3GzQ1QMRrpkqIsM8uElTJFB466EaSmFvIDx3j6xL6qSIvFYrS3t1fPd+PPfYZh0NLSwksvvUQsFiOZTFIqlUilUrS0tJBMJnn22WcnRNkaGxv5wQ9+gGVZNDc3V03dT548yQ9+8ANWrlzJggULJoxz/P73v8/ChQtnzKSsWrUKYE6kaM9L2L3yyitVk75XXnnloixI8PoiGiFef0bD+9u2baNcLleFWy6XY9GiRezcuXOKQbEkSciyzA033EBDQ8OEq9n//olP0nVqCFvSkZQQXskiUxyi9sAu2k2btK0wLx5F8lw8SWbAcim6RYbL/pBrTdGwXIdcoYxECK+1Ez3WXN23m+1BPfRvbO07TV1Ap9nwxWgioGF7HkezRcKBDEGtiO3YqIqKK8vIKZuorlOyyyMdqX5qJ6LKJDWNeDBMIhKr1v51pYYIqypFPBSrUDUvtV0XRQvytuuCbMvnOVSuJatEAGjQ+nFiLdzZFGcwmyVvmUQ0nZZEkhcqUcKhMksDASqOg+W4VFQVNVHLLbpEU209h4aGSBVLJMMhljbNY3F9HVnFIJVsxapRcTybmFvkueBijgdP0aY7rCSH49goiso+O4CTqiAFDGQtzGjJveuU0Vyd1W2tpCoVKpZNQFNpCRucrl3Gh5v/gM+H/4n7Mq/iWCUULcSR6FLuKSj86949lByXsuNHemKaxgNLl/A/5z/C8Z1/gdT3KqZlslfTURqWcU1jI5uiWTSrhOaWQFYZCCTZJ9VyoOEa1ra+jF7OYAbj/Dq5kRe9Jhqjf0/RyeB5nu8jiB8d8jy/Y1WWwPJ8PzxNkjAVneU1EU7kC0iei6xKVBw/DnXXvEbWLlqBZVawrBKaFqLP1bBeOIhfdUi17lDCQ8FjjT1It+MQDxjUhFSKto2rZLm9pZbnBzJkTQfTcpAlmZqgTlu8hmL7Ao7lPCw9AkqAeXUxfn9THW/v28F1a5fw8940PfkSrZEQq2MB/ufOgxzIlLA9F8d1RsoAFEK6TjwRImJFSZsVyo5f87kwESUXT1JuXAqlDK5VRNbCuO3rKHr9WEd+Tl08ihQP4dklBjNZlOb1GA+8E57+CZ37d9EZLUEgxHcCIY5ZOuFIDSHPwnVtZFml4MmYlSI1qkZtfQ0F08LDrxksOBImMi26giVrWEhoeOg4DKpxKoUUnmNWRaKkBbHDDaw+/j3qM/s5bEsUXYmw7NGuDNIa1rnhmsX0mRV68wXCwSBrFnXy0xdeZtCWaGpqJiTLlFyX3qEU/36sh1M1HpZlUdM4D0cJoDgVUv29hN0KYSOKKSmYlgWSgmFEWaDbhBfHeKJfo5DpGSmf0IhFomxcvYgDuThPpwsEPIuKqlG3IMGDS0Ps2bOHpqYmEokE6XSao0ePThB246NvAG1tbcyfP5+uri76+/sJBAJ0dnbS1tbGM888w0svvTQhyvbv//7vdHV10dnZWTUjDoVCRCIRurq60HV9yjjHrq4uIpEI11577YRjbzQa5eTJkzz11FP09fXNiRTteQm7J598ctr/CwSC82P16tW8+uqrbN++nXw+TyQSYcOGDdxyyy289NJLUwyKBwYGWLhw4ZTOq4GBAXYc6MYN1iAHYzCSCnXLGfYcPkljY5yTFZmTZRvFdXBkBdsB04b5dQ0YbgnTttHVIP1ulAMFl3kxjaFx+2hrTJIoZug3bZriOo7nVWvc4pqC5bj05fM0RWOENJ2SZZGt5FG9KDXJFkLKaYqOVz1RGUGVjkSU1pZFVApDmJaJrulc27GcnRkLr1gkWMpXIxYFVFZeu5JbN2+gYe9evJBHUY4SdnNYmTy/PNpEu9bPNcmoP6tSURio2JTLLjfOb2cgnycUDKKoGumKSblYZGFtA3c2hemvjzPkKtTKDg2qzbOhFrZHrmdDYRcRt0RBDvHj2GZ+HLmFa0M/o9yfoScSRw3p2JaJWRiiMWLg1C8gXbQYFXZ1hsrimE1dMMRmMjiOhaJonAjUE1p3PS+Em3l/8s9ZVD7OgspJjgbmIePx/1xXQA2GefHYEbKVMrFAkBs7F/LILddxuLSDT5WX0dSwnGa5TK8bpM/0eESyuD3iQLAeVH/0mJ4p8nRgLY/XP0Rt7X3U2mmG1ARDaoJk4SSNdU0Mlk1UyUN2PVxZwnT9DuSCpJIcmVhQcRwynowdbeSOhY0c6z/JvlSOou1QE5RpDgV5w+KFZLU4A4EYlqSieTYne49iuX5Nn+VVg8L+JARzmGZpHu0dLezLFklZDuGAxs2JFtYnI4QjOQZzWUqWRUjTiMdqaKtpwFxk0NDRQcbWiKsWATfHunm1GMcLoOvURUMomkIyqGNrOjFdI6BU0CWtOsVE8hwCegjVtrh+UQeSHiJXKBE1QpjlEoeGinjNi8kmFuGZBSTdFxYvnVrFyuYhKrluqJRADVBqWEi6/ToKtoNx50Ow/nYYqX02tj+P5zkUIq3Yqo7imjiyjl3Oo1UOkzFtVjQ2g+dfuFi2Rcm26DMlQk1LkXN9VCpFAoEwpZpF7O4dQDYcJEmtNmIgSwSG9hMo7uR4uYIaThAKaFRsi57CEEErw7rOWzGSCQoVEyOg0z+UpvtX26kzwsRUBVQNzbawAiqHijaVQIVUaDHHhvJodgFLDVEXbCKsDjK/cT5F26JimQQ0nfpojDrylCvDrEs4lKhg2w6q6hJKhGmuTVJcfj9DB45TKKVRQgnarl3KguRB4kaAoaEh+vv7MQyjGg1Lp9Ps3bt3QvStqamJQ4cOUVdXR1tbW7W+rlQqceDAAWzbnhJla2howDRNSqUS8fhY9N80zWpqdjye56GqKuFweNpMyunTpykUCrS2ts6JFO15p2LPBUmS+PznPz+rBQkuDkdTvs2JSLleHuzYsYNsNlv1rLNtm2w2y6FDh2acSnHnnXeyc+fOCQe9nlSFkuXimgXkwiCy59d+uYpOUdXpL5nIlSxFq1ydsCBLKqZj0RY1UIONmK4/jitZztOd62Oe3M+brqkjXfGnjRSGU2SKDRR7jnMyX0ZT/PmNqiRRsGxUWaI5EkJV/fomTdVoVMBQJA6238W1w88TyJ+iYlkENA0r3EA8Fqd9wSoKchivkkcKRKhVbO7ODPPDI0cwvbEB4QnZ481LO7jrrrtIJpPs27ePUNFPRS9fspYbTx3kX3fnUZQE8YBCxnbIW/2sTVZYc8NaTry6k+6SScV2iMgedSGN1R1NnCJGyCnR5tlYks4pJYQMfD95O99P3j5BDNVZKR7ujPKjQoJBGyTHxvMkjGiS2xt1Om5exbGhAgOZPPXxCB3NSezDe4mnBrCTNWhaCMsqEc2luCeR45chg1QZDgc7OBzsAKDOSiFFEvzZQ7dyNL+Fk0Mp5tUmWRCRKZQrrFd7ONJez6FyLaOjn5cGBqlbWqbQPh/j+EFfdARCxDdt5olD94FF9T2MUlF1vOa13IDE0UyOkm1hqBoL4lGO6028mi7Sl+tFcfwaNK+plY7lN5KxDnN3W4X1jXGypoPjekQ1hdZly/n30AYaTo6J4RO1S6nY30dTFeLyaHWZR9H1cK0SQUVifWs9ixo8BkoV6kMBkpJHJaORD9ayf2CQQqWEEQgxv6GFWNMyzNtuIzXcTbxY9H/3yzexLhrghe/8A9tOp0hEDOZHDYquw8v9g+Rsl85EHMfzqoIfWSYXamZlwmGwZNIUCtFcF6NkWqQrJgvjBlJIIx8wIOCLOifXj+047Fr0DqJ2HsMcpqDXkFMjHHihl/e+aySyNK72ecmSJSxqSXKkL4sZqUNSw3iOjWZmiAWDqIpGulQgHo5guy5FF1qCOgVZ4cXgYhy3FkVK4YSTlL0YjnkMvfV6lHBypCNdw63kkFKHMb0MkpogpPud8iFdoWgGyJt5KGbp1RKczEBbHORyEYJhpPoWcCpQLoKiItU3gyuzr8+jmQIbwjlkx8RVbI5bAQqaRmdCA6MTy7HRFJWEmyaquuw43UMbFtH2FkquR0iWyGSz7H/lAMcf/ATGjbdWRfIhq8DXd+ziLQtC1ayEJEmEw2FKpRLbtm1j7969E6Jvv/71rzl8+DAtLS0TPGZ7enoYGBigubl5ynjP+fPnU1dXx+DgILIsVy+Q8/k8TU1NmKZJNpudMM5x4cKFrFu3jpdeemlCHfOpU6cAaG1tnTFFe7mlZc87FTuel19+Gdu2Wbp0KQAHDx5EURRuuOGGC7dCwWsiXYYPTDNF4gv3+nV2gtef6bpiwR9zN1Nn2OrVq7Fte0ph774j3XhWGa2cIahIKJKH40qUrRK2UUeuUkHzLOYZYWxkVFyGSkWyts2gBYmRdEQZKJbKtIR1ssNDZPqPEzEMMpkCQ0ND3Lx2A/qRvfz81BAJXSWmKaRNm+GKRV1QoyUcQtb06j4cWyIajqA1LeffAo00yiYNbp5+OcJpV+etCYt50iBZScIKBdC8EjVWlrctX0xUMnnp1ClylkVUU7mhpYWbQgm0UmFqU1F6AOuVeoxYlOdODDJQsFgU11i1chmHjx+j3DCPzrVBao4cBNvElhS02jqG1QRH1TYkXIKuSVnW8ZBpdwZocNLsC8yviiFFgrsaMrzrmnqcYJRfH++jWCkRDoS4saOJZdoQLwU1bl6/aiyt3t/P+qYE6rxa9mUKFE2LcDTCpnmNrKPEj9+Y5o0/TjCUKVRPek48yaolq2DPVhZE4yyob4dSAXIZCguvxe3L8egtEdIWnC5AowEJLUpvb57CTW/AuPW+asSIWIJv3Qj3f2OiGXkyCI9uNPiTl27ipnCUu80enEoOJRDloNZCT2g5axavYP+uX+NkewnEmtmwaQt/uCLF7sd30m8ZGEqQsFwhZVtcu7CdnkKQvw7fjlm/nkSpl3SomcjgHkKSR9a0KSoysizhuh6242IEdAKRCM929bAvV6JguxiqzJJoiBXxKHfVyaxOzp8QSd0aCLHy1rto0CcWyBdOnWR3wSLueSRH6hgDQAaPsqSRi3bQIVeolxzKnsIxoijzlnL3vAz/fuAo2VKFXNn0L57COm+9bgXfXtzCkXEjxK9pMXhht4FbyZM3askH/e+sWxikTJgdQwZ3TbIw6+zs5E333c23vvUtbCmFK+nIsokakXlz5zKa1QDPHjuG6WQJ6QHawwr1AQW3o52n9ryI7cmgaFDIINtFIrqEreig6EiKPwhNQsII60iVMJ5VpmRWqrYijm2jBCP835eOc7jSTdb2Pf9WGBoN85fQq2ootclqKnZgKEVDQxvzBg9iDB2iEq1B0qJ4VolooQcjXkcNJZqMNHIwhltOk0sPs2LNjXQ/9TQHimWckjXO0dmhNlggbWXIRhqqItkFDh7vZ3vqKIvam2htbaVUKrFr1y7a2trQdX1K9C2TyWBZFoVCYYIYsyyLhoaGaaNslmWxadMmXnzxRU6cOFFtHJs3bx73338/XV1dUy6c7733XjZs2EAwGJwwlWL16tUcPHiQSCQy4Xc82vAxPmV8uTDrVOxjjz1GNBrlq1/9atVgMJVK8d73vpebb775wq5SMGs+8IRvazKerd1+R+zXHrw0a7raOVNX7EydYQDf+MY3qmbFpVIJwzBY3NZE2Cnh4aCrQWRZRXFtHLdMjAquGyDjSBSLlWqXo4NMVJUZKhawlWECuk7FNCmUy9yxaDFdTUs4fHg3xZHIyObNm1m7ch16w/cYMk1O5MoMmw4BWWJ1bZSkrlFBYTCTx3QsdEWjNhKlKdnOspvuoHf/KcqnXmSgYlHWogRa1nJw/hKGjv8N1xf3o3s2pqRyKNDOcqmX/7q0gZ72GvpNlwZdpjWkki0c52RPmnmxxMTCZdtECxtsNKKsWtBeTTkZlRKaXeGbB49QtG3ybpRSqUJNbZI33f4Whp/9NVG3wJCaoCL7J4RaO02GEC0tCfaNy0VvboOPbIoT/qbB718f5cHr2+nPmzREdJopYdlJgitvZt+J7upntmnVStbtz6LVNbHKdcfWJcuQGqDBHuB/X7uX7z+zj8PDBRY1Grz52uVErrvTnzm1fxekBiAQgrWbMW64BeO73yOfz9NYG6Bx5BwzOJgjHA77n4c9cS5EWxx2vB+eOQ4v98GaJri5A46mDLzmVTzVleeVxDLiqkzGdsmUSwRa1/CNP95IsbCeA30FljYZrJxnYB07RLytmX15k0ylQliR2dLWzNLWDnbvH4DMLzg5nOaEVUDWDFqUMjVBjYJtjXgF+r20iiLRGNY5HKmn60AX9ZpMi6aSr1TYmsvT5xhc09JMxB2LpHbLITTPoedUms6ViQkn0YKqc9gyWK0VR6r4fGqCGsFIkoHO9TybLqKbOUw9SmNjPe+9rZ1bWkLUKz9hRypH2nJJaDKrk1HWvfFebr83wYfGNZX94KDBK7uWU+naBnjIgShuJYdbGCTQuYl9WYO7pvmef+xjH0OWZZ5++umRcotatmzZwkc3XEP41Rf4xf4YO3v6kByb2oDK/BUr+YlSw02FXWQqMjlLIqr5XdL5UoV+u5dURUHWQrhWiVp3gM03LGXwaCPtQ68y5JYpliqEFY+WcJBDWiPHc1Gu1wssCEqkbY9vZcMcqruBN9YdpCdVpGBJGJpHY309y9fezvLTQzxViZOyPCS7hOd5xCNxtixYSuc1izi592WyqVPEI2E23X0PK259A7965hnsEdsg25FQZQ/LkWiUJeoVi+zkD0aCgulN+bwsy6JYLE4pN6mtraW2tpbGxkYcx2F4eJhAIEBbWxsdHR0sXrx4SpRtcHCQJUuWYFkW8+bNqzZp1NbWsmbNGjZu3DjtOMfpHCkA+vr6pk3RVr97lxmztjv5/Oc/z7//+79XRR34poaf+tSnuOuuu/jgBz94QRYomD1HUxMjdaM4nr+9KyXSspeCM3XFjj9QjBcw/f39ZLNZCoUCp0+frh6osEwaQipeKEG6XMG0LRRZpiVRS21Qo2SaVCQNS1KQ8UdceZ5NS0imIRZlz/AAFatCQAtwfcs8WurmUWiZx91brqle5VYqFbqzg5RljXctXchAqUhfoUyTEaQ+FOa7R08yXCrTYgQw1DAF22GoUqRY28aX3tHED//uZWJ2L3IlhxuokG3r440dJxk4meVAoH1kPJnEPFJE3QIOMjVGhFpjRIi6JhGnyLGBHPOWT/ow40lYtgpe3IoBGCGjGuWifSGVQ308fcShrxjA8wJIGZ2Du6Lca6zijdmt/ucuG0TdAnV2hh/HNvOuzQk+Fp/cLT62n+YoNNeP7Udbu5mNd97FqvF2C7YJJ3ZBqYARS2CM/p6zaQiEeOFQF9t27GR5Yz3rFk6q2ZlUr0UsgQHVhpvJJ7BNN67DePansH8nVMoQCPpr3XIfBILc3OELulEWJOHOTev4pQT53n1ky36TQHjBGm7fuM5/v0lf0I2iJevYuHQhq0ybQiDki9RAgP6+NC8PpDhV2IMXa0eJtfiRrb4DxBWNpnAQWZKxPL8Jw/NckkaQ7lSW+niMWs0fqRYIS1gli6OpFOX2jYQ1jYBrUpF1XCRarAE65DSQmPDrHxo28VyFAUelVfGqf+M5AtQZYVaviBBvXDahLu/GNdeSuGENG6MRVs1g9j6+qWx1EwTafY8zu28fTrYXWQsT6NxEoH0da5qm/57POJ6qUoZIhHuStdycGvIjlteuof+6TZz684+zfPlyIpEIluU3N+VyOQ4cOMCKljAlJ0vByvliLFnP4i1v5jHdxd7zOMu9IQzJoeAp7HZj7FHmQeNKjgUD1S7yVLkMtsmLibdyqvclAsV+yuFGrpm3kd+7pp6hF+soqes5PNBH0SwR1kMsqm/ixtogf5V8D9aiW2hP7eL5mlV8JXQr3wqfBEVDkgKoegJ91GPOS2ErOkPKRLd7zyygRBtYvDCCW+mrirRVq1ahqiqKokwbfevs7CQSiVBbWzuh2ezaa69l3bp1U6Jsa9as4fDhw1Mn9eTzdHV18fa3v33acY6jTO56nfG7t2nTlSXsstksAwMDU7YPDAyQy+Ve06IEF4ZzHR0meH0Z3xV7rgcKwzDo7+/n6NGjNDU1UVNTQ6lUouvIYcIqtDa24UihqkjTJRPDTtOdlQh5FsFwAkXyr6rLxRQl10VyTdqjESpOkICiYpez/Lgvz7Vr2wnV19I/ku6LlgcplUoMG02kBo6Qsj1KDgw7FYxcCVcPcm0iRMWyqDi+tUlLLMqiRg/1V9/hYfNFTrbG6bFqadUKzCs+BS8VSYYVOin5aSNVxXJd5JFZBWG3PGGKg41CsDTl2t9ndPLKuChXYeVaDp3KsFdrI99hELTKvhWDmefwoUP80+q3ALChsIsWa6DaJPH12vt4d3yGbvFp9sPazdXtE08GRlUIAjBOcBZWrmXfie4z2ioY03hVjhqoThlenjkJO56DaByS9f5+Rvd750PTfmT/636NR9SNPHloVTUVfNtiY2YfyxEBbby4FSOggyxDNo2SG+SpQoBSrB3F8N+LogawIs1IeoTWcADXtnFwUZAJ6Bpt9TUUB/tpa2mFsAG2DapKOJ1l4GgX4dIA5cB8yrKfcqy10xTkEE4kMWVZuazN+ijs7i3hYBDWgxRNi2y5wJtbW8kvuR5JSk+syxsxeufOh87J7P2WDqgxNFKdG3Fbxj4vOWCQDE4UzdMxZTxVIOj/Xkb2bYzuu6sL8GvOCo5OxtJJyP7t+vp63vzmN9Pf3z8hylS7aB2P9cAuWWffiWcJFk9TDjdSqVuON3AQJRAhqwSqXeRyQEMpn+CW4nHubjxJoJyiHDTZXuzjb3Yv4K2awdrmKM2N7dUmiVa5hGkWuW37f8c5vQ/TMlms6XhHr+XhgQ+xyFjM4ugBekyboi0RVjxa4wm6YosZcjXGDx31P7cYNY1JrmlqJ5vNEovFsG0b13Xp7OzkpZdemuIWcO+996KqKs8//zwnTpygvr7e/9ufYQQjwJ49e6itrfUtm0Y41w7XyZ54M373RrZfbsxa2D344IO8973v5fOf/zw33ngjAM8//zx//Md/zEMPTX8wEby+iNFhly+zPVCMP0gBBCMxWhJxsrkMuqERDUcolEuUSiluWjqfvtMyNaf3U3bK2JKK4tnEVZUeO0io4rI8aKJqHrZns6+ksttKM9St8e3jY/tYnojypuY8iU2beOKfDtOhONToMsOmw6sVl454iNvWrKQoaeQKFaJGgLBn0dt3nMEXn+f5Yg29cgKAwyRYZBVZVz6OrAfQAkG0cAhsC7fsT9oYTRkzziLDRiZfM2/6D2XciXI0ylUom5z4yjc4mK9HUgPIql9QKksSTraXku3wDw0P8X1rrEkirSXOPHllmv2c0Sh8BiFYWLaWwne/N2MqfqaanWmNy20TvvZTX9SNrkVLjO13/e3TrnHMx9LgWMaY2lSVSUE+M/E9TvN+nGvX0N+TQiMyYXyYGWsjUDePa40iFQ/ytkNEVUjqKk2dC1Ezg+RdiXGj5jntqMhaiDYpz7CdnhJJ1ZwEkzVUc8Sjtc4g6DawK1shXbIJqiprGxu4viGKu3ktNW11M3uPeVNTgtPxw7eP1Csy1lSRDPrbZ80k8d7Q0EDzvPl8+9kjDKnjUq7WAG/dtJB77/VV9+T3sqXN4pfdUJTD5JQEihxG04JIWhi3kkdRxz5lt5LjtvJeHkkPUq/aSAp49jBrTvfwt06ZZ0ci2bpsYukamlcmZhc52HOY7KmjREMG0UgSyyySO/Y8b7E/zV8HN3BTg8EatwfVLGDrBjukFnYY16DpBm6lMEEMKw2LOXXgm/TvHTMIDofD/NZv/RZr167l0KFDU9wCVqxYwbe//W2ee+45hoeHqampqda/wdRpEfPnz6/WKWcymQl+eaP1etN1uI6Oc5xu8sQZhwZcZsxa2H3xi1/kQx/6EO985zur3naqqvK7v/u7fO5zn7tgCxTMHjE67PLlrNNFJlEoFGhoaCASidDXNy6FsXYtu8woy9LH2JvKMpwpElFlNra1Y1z/Dg4eLLEkEKEuexzbKqFqMfq0Wug9hO5Z7CvJWK4/eFz3LGL5bk73nqKmTq6mb/b1lClnFB6+Jsatv/WbnDp+kr6hNNHaBDdHApx+YRtDpkNLXZxkNAzAYDpL2HPoGzAZmvS+0l4Q23LQA8DIuCH0AF65MvIICQsFBxkFFx2HohLCM85yJTLuRGkoBQoY057YZC2MpBusqIPdA2Mdo7ec6+SVc538MoMQNEZ+37Ot2Znwt9Iz4Kf2kvUTHxQyfPGVS59xrVMik5UyPP2TGdO6k9+PoWi8c+gb/MvePIfKY+9lYdzipts3UJfqobaYQXMdLFkhF6tl7YO/AT/9Ntv27MfT/DqynOVQMT0i9Ut4uvY2risdnDaSOpm2uERvyOCmJolF9TJZWyKmetQpLlYgTGvUg+m+W2d7n1P2M3294oXEMAx2x+9lWP4mXimLU86B5zEcqGd3/N4JJRrjeWv8BX55YhsE6tGiDbiVPJx6GU+L4RUGGF8XGMp28ztqF81KgAoqtqSg4hBzi7xn8Ae8Y+FnWV/YxZpxta875Eb6h08RDRkER76Diub/dAf307HoDgqDWUqSSa2mkquYFLwcWsdi7N6dmL37cEdqLwPNy7mu1ibmQKk01hU7yqhbwJo1a6qlINlsls985jM8++yzVauSnp4evvrVr+I4DqtXr+bJJ59E13UMw8C2bV5++WUGBgam+OUdPHiQhoYGVqxYMW20vFwuT/HEG29rcrkLulFmLezC4TD/+3//bz73uc9x5MgRABYuXDgn3vTVhBgddnlzrgcKwzCqrutLliyp1ox0nc7zq0gNv7vyHt49+Dy5bD/RWANdLbfw5dr7oOVlXq0UaUiuJGmnGdaSZPJZEidfZaCsEArHUDUV07HJFLNEHZtlA8+wOlchItnkPJXdciN7ww8yVOrm+uuvZ/Xq1dX9S6Ui2w7s5NTgIHogQDQUIFeqMJga5prGVsqBpN+kMBKxAzC8MpakgAO6VfG7/xwL2bUx0cgoBjG3iO45OJLMaaWGk1ojcj7N5BqrM31eN61ezt89O33Buxww+JuR78BFn7wySQjOJhU/I5G4L0RKhbFIHfi3AyFfTJ4PT//ET+OeKa07XkADN6xaTjm/bYK/oFQaZP36+1FVlX0vv0hx8szrQ7+G7qPsy5fptT3Cksst8SDygg7e2fROElb63CKpkTh181vpPTGAUSmRUG0sSaMYCNHc3jDz+z+X9zkNk+sVz4npop/TcDQF+8MbCN+gYp7cgVdKI4US6PNWsz+8btqa6EKhwGe/vw8rWI8SHkuF23hItonWegN2/36sTC9KKMGapgZudQOYqNiSn3a0kZE8SLh5/jj7r9Q5WQ4GOpAkD8+TiGVP4phlQtGJFw+aHiaXT/E76mECSZNXsyr7K76wfnvMZGv2OV70AvTI9dXay4bTT3Kdmue6aWrfdu/ejeM4ZDKZCVE2WZb5+c9/TjAYpKWlhUAgQKVSoa+vj+985zvs3buXrq6uaglYQ0MD7e3tnD59mpUrV1IqlaoXTcuWLaOvr2+Kj93oOMdsNnvmEok5om9mLexGMQyD66677kKsRXAREKPDrgxmEgNHegZxG9bzd6ZKMD9I0ExSztdQzjcRqFFYv3IZ3oGvUjn+HKZZplMPEmlYQk9QY9B0CY4MkvKQMD1o1j02uyc42JOmYNkYmsrtTRnWGoMU8KNMtbW1BIN+VGMwn2fZdatZnB+iq1Sgt1gkLHlsaqqltPpNPHVS9VM7rlU1r424JXq0BpJBmXo7B6UiaDpuJEneyrM3tIiiHKpGDFVsZM9jaXPivD6zN9++jr97GV7cNbHgPdyxjpvbx74Hl+L7cMFqdsY1jwATavlYu/n8ZkpnUn4E6zzTuuPfS9VfcM1Y/dOUqHQmBXhsvGY5q7JZCmYFQw9gxGJYCbi3Ic2PTp9jJDWeRLt2De2VrRTUegquSo1sY9hFuPb66d//LN/neXOeUcHjGZAUjWDnRpob2omX+kiHmkkbrcD0NdF7egrs7yugxFqQxm2XAlGc0kk8u1QtZ/AAwy0h4eFOeLTfvKTi0pk5hOe5tDgFdM/ElHSGVAlDlamYBZRxFw+WWSSgqSxVcljty8ENVevyap0Myf2/5nfuuZtES+2IPU+AQn+G557bzQ2rr5mw/9EyhGPHjlEqlYhGowQC/nzrI0eOMDAwwMqVK5FluRrprqmp4fDhwwwODhIOh6uNnH19fQwN+W3tt99+O7FYrCogK5UKP/nJTxgcHKyObAQ/Wq4oCo7jzClbk5l4zcJOMDcQo8PmPtOJgTtv3cR3f2xT6dqGZdRTqPWvjN0uP33wH+ufYmtxH2ZTC5Ki4jk2TvEYFV3GkTRKtoll+9ZTNbpKvexgm0U2NkRRkbFxyZVzrDrxA/RbH+HI4Z1To0wPvYON5jCFSR2Gz3Tex3e/X2F9YRdri/sIeCYVSefF8HIOG228P/8EWCW/zqlSIhgw2VezjFihiClr9Gs11Rqr/R2buastcV6fl6ZpfPOPNvKfv7uKZ46M1fjc3H7pI9bnm4o/I2dp6jhn8plZpXXP9l6mvLd8BiwLOhZjmGWMUsHfhx5ESw3wv25O86Fw4twvREebV/bvwhgxaGbZGd7/LN/neXOeUcGOOITcMu8Y+gkbCzsJu2WK+SDPFlfx9dr7mD+N8eigbSBrfslBUhqboZyqlHGzp7EqBeREK8pIivalvm62qwW2NMikLIec7RFVJZKKhyWpRK0ccTeHgjciBsvEJImBRIztp1OAhKaH/Rq7UoHWzlUEtQDDskFCdgnIUJZh0NRwzSK2JdEYoWrPk3H8ZoYXXngBx3GqUbloNEoymSSXy5HP50mlUhO6gm3brvrR2baNqqqoqkq5XCYWixEOh6uCTJZlBgcH8TyPfD5PQ0ND9UI0n8/T0dFBPp9ncHBwwnFszZo1HDt2bE7ZmsyEEHYCwRxh9AQaa1/FwRGPsflJWPiDb3A4Ug/jUjEKHksz2zh58mlWxGXiShnXcZEVmdPBIKm8TGs8Ro8lVw/u85QKhbxJc1in0TBwkZDxCMolUkPdvKM1TFPjJva99CK9J4/7qbVNY12GkzsMbwbek/0+K8pd4Lk4+HOdVpS7WFTpRnPK/txLSQFcqJRZ2eHyf+s203ByrFt1f8dm7n/feYqUEeJB+Jd3GCNNApdfxPqC1Oycb1PHTLzGtO45v5dIHFQNjh+CcgkcGxQVgiGo9dOnnbHz+D2d7/u/0Onr6ZhFVHBBEv6b+xOWZbcyqMY5pdUTdQu8MbuVhUnoTE4Vg8uaDYyGhSzd8zjXKWmSqkzKdnnFNNihzCNU14oZGDsulLUl/KJvF1bPIMfyY+bQyxNRQvNvZEW5i6BnMtbC5I8BXF2fYH9gPpWBg+TyKXRNJzx/Pf9w3Uf4s/5/4JrSIaJuCdWzsSWV047KPi2Iqnn05al22CsjYm3//v20trZOmBV766234rouPT09JBIJAoEAxWKRbDaL53mcPn26KuKKxSIDAwMkk0kaGxupVCoUi0V0Xa+Kv5aWFoaHh4nFYhME3GiH7XTR8lAoNKdsTWZCCDuBYI4wNkXEwK9ughtj/dzbXuDn4Rb2pcceu7w1ym3sJXW0n4ZIEFUNQEAHx6ZOcqgPBYjNb2Wl64LrgKwwbJpkuvLUBYO4yICfoolqGgPlEubQABtVj0W54wxkU9QrORoK8/zno01tKsik+H3r5zh22k8EeaBLYFhlApIDkah/gh2xu8A00XuO8vAH389x93ZO96ZZ2pw470jddFwVEetzbeqYiQuZ1j3bflQVhvr9378eBLMMQzloaJ79fs71/b8e73M2UcFMit9SdrIzGmfI8u8bkhPUheC3lF2QnV4MfmJeP84pk1ezEkfLEFMl7o+UaFYGefCBCIczcCQFC5OwKB7l3/6tg3/Zk2ddwKMpIJGyPf4lG2Z16zJWHz5UTdW6yMh4yHgYMjx5/Z8w4GrMyx3hZHQhXTHfVNKSVNqsfgpSkKIcJOyWWUqO1tpGvvJKkZ6XBqs1ru2c4pamZjo6OshkMtVo2Gh3qyRJhEIhhoaGqtE8TdMIBAJEIhE8z6NUKiHLMjU1NdXa49FO11LJ76yvr6/ntttu47rrrqOrq2uKgJu2RIALWCJxiRHCTiC4TJnspTTdFJEXBg2OHzNQ1Tye5eHZvl+bVcoTr48RVCTylkPAGCkWVjVy+SLL4mEWv+0ddA0MVgvbr4mEOPyVv6HimCQCKp4kIXkeqYqJoWvoJw7x7Csv+2OgXDBODbH8RA/rbBvt3t+c+gb6utHT/SDb2IqG7cmokotqVfz0q2WBOfJ/SfKjOK4Lp0/SsaaDjgsg6ATnyYVK656JTApsx4/OlUtgV/zffSQGjuObOF8oETkTF/t9ziYqmM+g2WXWLqhniQs5E6I6xOQzi8Hf1vewc+lyKIzVuC3RMoS7XyU/cJqV89pZOeK/29MzyJNHiqTb3snLmkNdqY/BUBOnvRCZVw/wdtXC0BSkkWg9I5NqwCPm5Pl1fGNV0IE/31jzHLq1BiJuiZBXwZQ1huUYKxtqsaRVSP3d1RrX3vhqtqUP8uGNbXieN9aEJUkcPHiQUqlEqVSitra22iTR29uLqqqsXbt2wjGxpqaGU6dOMTw8TDqdRtM0ZFlGVVUWL17MjTfeyMaNG6ccR0eZLsI8nSfeZPPiucBrEnbPPPMMX/rSlzhy5Aj/+q//SmtrK//4j/9IZ2cnmzdvvlBrFFzBHE35RcOXW4rsUmJZ1hQvpfi85TzVtQ5JmdjN5ekGx9TFlHZ8E8csjhj6euzWwyy4eQv/ZV4T27q6sRSZsB6iaJZIl0ps6mxj4+aNFBL1EzzRQk/+gG0Hj+JJZaKaSs6yGaw4bFrUxt49u9nWN+RbAQQD5MsVtvUNwL//lI2b7pp60sln/RO1JKMqysjBRgFbBs/xIxq6DrICnusPJFc1aJzBr05w8blQad0zkc/44886Fo8IfBM03Rf3F7LG7Uxc7Pc5m6jgeDEYGHf/OYtBjZwZGBGDSZRSjG09J/GC4Wpacc/RXk47cZTCIMezfRxzKkhKCjnWxD5cSnUSYWRMaUwaaJ6NKyvk1YlNBYoEW5IZgt0mu0OLkfGmTAtpa1lCYd6mqo8dQNfLfXSdzrOsfVwT1uAgoVAIwzBobW3Ftu2q6GttbeXo0aOEQqHqmDBN0xgYGCAUCtHc3EwgEGB4eJhyuYxhGNWJFHB+5Q7THXsnmxfPBeTZPvHb3/42d999N6FQiFdeeYVKxfegymQy/MVf/MUFW6DgyiRdhnd/F277Grzn+3Dr1/zbmfLZn3ul88ILL7Bt2zYURaGlpQVFUfjZU9uonHhh+idIfvND0DVJuDmCrokHvJCOsGT5KhY1d5IuwbHBDOkSLGruZPV1qyCa4LRpsKfYQL9pQDzJure9g00L23EVjV7TwVU0Ni1sZ8Utb2BfXz/1yRpqIwYBVaU2YlCXrGFfTw+F06emrisSA0XxT96uM/aziofjuFiu/xPP809sUeGcfcmJJaB1/sURWOMFjK6DEfF/Xsgat3PlYr7PLff5Is7zfMHqeWeOCsaTFBeu4uCxDM/uS/Nsl8Wz+9IcPJahtPC6s4rBWABaoxALAKUC6xZ1sumW2zidc/nV7l76cy4dq7YgaUHMUzvxZAU5XIMnK5indnK6aCHXNBLQFIKKiy67BBWXgKag1zdQt6B9wq43t8HH748TMoLE3AJlWSejRijLOjG3QEEOMaQmfFPiaANywG9eUpuWc/jkAIODg1QqFQYHB6uzXevq6rAsi1KphOM4lEolVFVl/vz5DAwMMDAwgCRJDAwM0NPTQ0NDA5s3b2bDhg0sWbKEJUuW0NHRQXd3N4VC4bx/ZdMde7dt28YLL8xw7L1MmXXE7lOf+hRf/OIXefe73803vvGN6vZNmzbxqU996oIsTnDlMl1acWu377n3tQcvzZouBwqFAvv27ZvipbSw1cPeug+3ZRVyYOzq060UkE/v4Q0JidVOEdUqYGsGO+QEzw2d4F+armFDUxm9fil52yOiSjQqNt9iLb/4RWKCv+Et7fCFOx5iYzDIqhe3U8imMGJJjLUb6G9dQuHffkqLPNGpPyp79LoSBVnDmOzX1dQGNfUwNOCnWEdnE8gyriyTkqOErDyKbWFJMgW9hkRdI9rrEbERXDper1q+S80sooIfKN5HRwjW58eah74Z2szx4n38HXD8RIrTfRkamxN+qcIZPktr1Wa+mL+LXfmTxJ0+ns4305lIIPFz/KtBzx+8MTJ9oygHMdfeAbt+4VsQOS4oMoTCKJvv5H/dm+BPJu+fJMs3ryLyy6149tjc5Q4pwzfDm6uWNRM+lvZ13LkSMicn1rGtWLGCX/3qV5imiaqq1akUpmly3XXXsWDBAl5++WWOHz9OJBLhDW94A5Ik0dfXx5EjR0gkEoRCIXK5HHv37mXbtm288Y1vPOdf1/hjr2EYlEolDMO4unzsDhw4wJYtW6Zsj8fjpNPp17ImwRXO0dREw+RRHM/fPp0R59XCaD3I5HFTC5qiLIz0ctoqVEcaAUhmgXWp57mHLgzZAwVwyzTZw9hmib/izxmOBdlQ2MU8teQ7+RvX8XXlPszphPUvgnztwakzNI1CAaN9AfkThwmoarXgPZdOE27rxNjzAhw/MNWva9Nd8NSPsctlHNdDkSVUXeOUGWKPMg8rqFYtGjRs6vMea84WsTlHw1fBZczrUct3uXCOTR1HU/CzniDUPcR3E2Oj7obUBKHuMl/53HeYd8q3QTkoB3lm3iruf999xGf4LD80dDuL93yHd+XHrFN+Pjif7bEapICBkzuNVxoGJYDefB1GJELl+g28uOconeU9BD2HsiTTFelk8apbiP/sO3Ts30nHpO946I77WKJB66u7qBQHCIRDGNdupjtzH8opsMpjI8W0oMHmTo233b2R/v6JdWyFQgFFUaivrycWi+G6LrIsk8lkCIVC/O7v/i5vf/vbq88xDIOvfvWr7N27l1gsVvWlU1WVmpoajh8/fl7ec4VCgWw2S7FYpK+vr9q80dTUhGEY1QjgFT1SrKmpicOHDzN//vwJ27du3cqCBQte67oEVzDHM2e+fzojzquF0QPGdF5K77ohzLMJg2f7xx5/7zyTRe5RHLuAFYphS6pvOWBmuVk5TLeq8Hj8Ib6fnHiiAPz87TgmCuvE1GkJb/5Ntv3T43i5DFG1SM72GKxpYlNbG8aeF6f160pveoAf7VWZd+Il4uTIEKWr/gZ6MzZ35Z7jpBfikKNT5xZpkkr8UN5M0knQyTScp+Gr4DLm9ajlm2OMPy5Kk2bYvmPoJ1yb3UpWDpOXQ2iezbLjW/nh38LDH3xoymd51EnQ+PnvcO8k65Q3lV5mv+XwTOJGtIal1WYr18xTcV1+9e3t3J3qwgMsFDygMdXFkb/5X6yJ5mf25LvzIYzlazD6e/wa2dYOPpOzePhvnuWFnWMjxdatWs7/d8tqnn12x5Q6to6ODmpraxkaGuLw4cPVGrtFixZRV1dXHas4vpmho6ODn/70p4RCoWoKN5vNsmjRIhzHOS9hZxgG/f39HDlyhJaWFmpqaiiXy+zcuZP58+eze/duurq65kTt3ayF3fve9z7+8A//kMcffxxJkjh16hTbt2/nQx/6EB/72Mcu5BoFVxgdZymhmn8Vl1idbdzUIxuNiVNE+ofZ9mOVn53yCMoOhi4zbDqULY/b61Re9Ib4Na0TBd1ZmElYr9u4CTSdfS+/SO/oiKglS1m395kZ/bo+OnQ7T2gPkWgfE5YpNYGWzHHk5GHip57DNYvIephMy008034nW2YS9rMcAyW4jHmtFi1XENMaFMtBdgYXs7a0F8Mp0GQNVr3icnKI5u5XON59u58WHfdZntqdYmNhJ4NqvPq9H5ITEIJbjRO8mD1BKdY2YdReY9t1bOn9FrV2Cgn/ui/gQdgqkxzIUEhegzGdJ9/qjbDj2SkXXC9Tw8D+F/DGjRQb2L+Nb3z9VexSllgsVp3tum3bNkqlEkNDQ2QyGZYtW4aqqti2Xa3Bm06gbdq0ia1bt9LX14dlWQQCAZYvX04ymUSW5VlF1UZTwED1Z29vL9u3b6e1tXXaGbKXG7MWdh/+8IdxXZc77riDYrHIli1bCAQCfOhDH+KRRx65kGsUXGEsSPr1XFu7/SjRKIrEzDMhryLO5qU0wZPtNNzYVIOkqbyaKZGrlEiGFK5tqmNdbYynGyVeKk78nGWq1W7TMj8+fbfytBMG0gOw65dTC95DBsWBAQ4W0zjBxBRhmTn5Kt9Oa8Rr7iauSmRsj0y6SODkq6jSNAfK12sMlEBwiZjJoPie3LM0W4N4QEkOUpBD6J5FvZ0i4Fmc7k1PsQbqUDKccMuc0ib66OVkgzX1SVpqV3J0OD1h1N61NQFauwdQPBdLUnGQUXDRsZA9m7Tl4VTG2bCMevI99SM4vHfCBVfh2Sf5v3scTmg3ohhjBsnHM2X+57e28hvrmzlx4sSEyRN79uzBsiw8z0PTNEKhUNWXbiYSiQT3338/Tz75JJqmEYlEkGWZdDp93qbCoxFBwzA4ffo0w8PDBAIBli1bxsGDB4lEInNmhuyshZ0kSXz0ox/lj//4jzl8+DD5fJ4VK1ZMmbMmEEzHF+71GyXG19ptPtNMyKuI8xo31dyGlqxhowSrGmspuBKG7GE4FiRq+MCb2zi4deLnfHM7WC483zNVWK9vgf/+FFObKu71pzgAGLaJYRXB0c/o11WQQtNGCd1KAbtvH7JRT9GopTiyXVYGsfv2kSusYtSAucrrNQZKILhUzGBQ3KwUiJRPkFEMyrJfnlGWAuiuRcQposX8ua8TLsZa4gwYQWLlAoNyorqLmFvAC0ag5Q7Ctjah9m0t21BPODjIOJICgIOC7TkEcBkazPNieiwNulQrsCqpoHUfhWicbCBBrgzRQIIhKY/ev5tI+3ry496iK2uc6ulm94ESSzrnVdOd3d3dDA8P09LSwqpVq+jr66sKq1HhNFNadfXq1bz66qts376dfD5PJBJhw4YNVdPjc2XU7DiZTLJ06dJqKvjUqVNIkkRdXd2Ex1/OM2Rfs0GxruusWLHiQqxFcBURD/rdrxPSild5pG4y51SgG0/ChjfAUz/GsEwMxQUkX/BseAOx+sS0n3OmPL2wttwzdCvf59e4FV7diVkooxtBjGtXwaKVsOM5/8HjuvKkFZsZOpaYsmTPLOBa/uDy8ciBKE62l3q1wBRh93qMgRIILiUzGRSXw1TSMhoOAbeCJWlonoWCixUIE9c93v3dyRdjSf76plVEnp7YrdopZ6jfspnlToL+E1QbsTa3wR8sjOLtVlBcGwd5ZPKEi4I/DtCrlKklXX0tyhn+LbyCe7RDbM8adBfH9h8lSVz1CJf6yQdqqttdM4/nmNiqQTQaBfwL2Ww2Sy6Xq86MXbJkSVVY5fN5XNed8Vi4Y8cOstksGzZsqKZvs9ksO3bsOK806UxlMPl8nvnz52NZ1oTHX84zZGct7P7jf/yPPPzww9x6660XcDmCq42rYtTTxeb2B/wRTbtfhGIBwgZcs3ZCh+Hkz3lUWI+3T3AiCW772tSXH22q6PnRTyhs38pRN05OrieaKrDg1FbattxEaO3mKV15dVvu45afTE25qwGDSNigbOZBHWsQkSo5ljWFWdE6zYHyarHIEFy9jPekiyV8PzqAvIVmhCh6USTTxHBLWJJKMZSgub2B//rrBFv7J77U1m7445b7+Lu7p3arsuU+vhaY5qI604ZT34A10I/i+YIOwJNVTih1/Ch+C9eVDlZtWH4c28xP9Y00Df8fSpUCjIvOB2yLhtpW0oUSjjY2UswtDqPE2zBUl2w2W023WpZFQ0MDS5YsYe/evec8q3U6eyjwA06zSZNOVwZz2223Yds2zz///JyZITtrYTcwMMA999xDfX09b3/723n44YdZtWrVhVybQCA4F2bTYTjSYTrevuBQwyqC7n2U5akdpnVWiu5f7yTjxulxQ1QqZbJaCAnIP7eXNR/+r9Puf7qU+5ZFBg+uWs6n/nkbXQWvetDv1Ab5+G+c4UB5NVlkCK4+Zrp4KZeQFy2nNZeloIYpuCo1so1hFxlceD0/miYq7ni+dUrXHQ/ROcm6aJQpF9XxJMrmO1Em2RNZapBvBe/mSw2/Sa2dntJd/xNlFW+0t6K55kg00SbmFkktuBu3PA+pd1+1li+8aAvt7Y2sbDhFJpOpplvb29tpb29n06ZNJJPJc57VOpM91GzTpDOVwViWhaqqc2aG7KyF3fe//31SqRTf+ta3+PrXv85jjz3GsmXL+O3f/m3e+c53TrFBEQgEF5nz6TCcpsO07eBW3lmBx+undpjWOBkqhQIvDJU5nhqkYlkENI2OZB031wY52ZNm3vL5U/Y/U8rdstbRGIFnXtzHyeFe5tWEuXntWQ6UwiJDcIUxpUlppouXm+6A536BsX8XRqXkb1+2mT3z74NjM7/+sQx0zk+c+/dkJPpfeeVF7HwBLWJQXLqWrx711zVdd/13k7ezvrCLNcX96J6NKam8HF7G9+vuZk1znF0nV1Vr+W5bbPBwMsTOFwrMmzcPTdOwLItcLse1115LIpE49/pizmwP9VrSpJP3e151z5cBkudNMsyZJSdPnuRf/uVfePzxxzl06BC2bV+Il71syWazxONxMplM1RhRIJgTZFLwtb8CSZ54wM+mefmUx/vr/iv9yth2RYINsRTrnvggu3u7kY16gnqAslnBLQywsrmddX/2eTavTHC+zDSgWyC4kkmX/ek7MzYpZdPTX7xM2n40xbTlE6M89e7zK3UZXdfuo2ORuWsWJGZstlrTBNfu+g5vHPHYsyS1GrH7cWwz7/6gf5E48aJubB5rsVgkHA6/Jk+4Z599lm3btlFXVzclTXo5WpHMlvPRHK+5eQL8X9SLL77I888/z7Fjx2hsbLwQLysQCC4GZ+gwvTYxwBvq0nw9lahu3twGv79K59P/GmS1LiHpUJIlanRwLYmnCgHuis/OpFMIOsHVyFlHKs4UfZ+0/UJbR42uyxkXmdvaDetb/deb3Gz1N5tSHN6xkwE1zuC4SJ5lp7nf3UWn4tsQjV/HhY5+nc0eaiau5IvK1yTsnnzySb7+9a/z7W9/G9d1eeihh/jRj37E7bfffqHWJxAILjRn6DDVQiE+/ZYE/8mZeJXd31+gv2ER+zNhVto91NgZKrLOvvh19MdbqNen6WQVCARTuNAjFS+UddSZ1vXsST/6p/Z2kT5xisT8ebQt64CeDNcmymwv1sO4rthQzODa8JltiC6UoDpfoTg+YjgXpkjMhlkLu9bWVoaGhrj33nv58pe/zP333z8hxy0QCC5TzqHDtJOJJxfDMHjnujj/sreGFws3VOe7NoTLvHPlzFYEAoFgIhd6pOKFso4607pq7DTG3/4VDX37abNtvwt/wTJ46L1ooSBbwgXfx27UoqVSAO/1tSE6V6H4wgsvsG3bNurr6+fEFInZMGth9+d//uf8xm/8BolE4gIuRyAQvC6cZ4epYRjcsGo55fw2vFAdRTlB2M0hlQa5YZXfyTrdtAqBQDCRizVS8bVaR51pXZ8++VfUmjux9SAVPUrAKaPu2wnf+Ur1IjHGyDSKy9iGaDp7lMt9isRsOC9h9+ijj/LJT34SwzDYt28fn/jEJ2Z87GOPPfaaFycQCC4Ss+gwHV/LEir6tSzL12xi8bXrpjFInTitQiAQ+FyuIxVnWtfychc3VfaTlYIMmqOTpSLUAfEj+5Hf+Nv+pjlgQ3Sh7VEuV85L2L3yyitV9+VXXnllxsdJkvTaViUQCF4fzsMiZaZalnd/9yyF4AKBYAKv60jFTMpvmDqHi7fp1nVP7BSqazMgRf1B0yOk3SBaKUck1T9nbIgulj3K5cZ5Cbsnn3xy2v8LBIKrh/G1LBe6EFwguBqYbvJLR1vitb3oZAE3YkLO/p3+/wNBP2265T7//2dY1/h6PbW3heIOlbBXJiuPzYIPu2WKqKTC82iD8/PRvETMNDbscp4iMRtmXWN34sQJ2trapo3OnThxgvb29te0MIFAcPlzoQvBBYKrgmkmv5xNdJ3ttaYIONv2ZziPMyGvNkzdOdWEfDzj6/WezHRSCS9jc2En2FCUg4TdMoZXZquxikCwwxd2c4TZ2qPMJWYt7Do7O+nt7aWhoWHC9qGhITo7O3Ec5zUvTiAQXN5crEJwgeCKZprJL+cqus7ptZ57CqwyNLSORdFGrY327/LTpucYXeuIw4Pz/oj/7+T/YG1xH3VOmoqks9VYxZ/O+yO+N8e+43NtisRskM/+kOnxPG/aaF0+nycYFBXTAsHVwGjBtTLpUKBI/nYRrRMIJpFJ+dG1aNwXV5rm/4zGfdGVTb/21wqG/NdRJ/myhQyolPxauPOgIgd43riOg4F2TmoNHAy087xxHWV57lqcGYZBQ0PDFSfqYBYRu0cffRTwGyQ+9rGPEQ6Hq/c5jsPzzz/P6tWrL9gCz5djx47xyU9+kl/+8pf09fXR0tLCww8/zEc/+lF0Xa8+prOzc8pzt2/fzk033fR6L1kgmNOcSyG4sEIRCEY4w+QXUmc29Z3yPZrptSKxsX2FxwmXUsHvWj2Lv9z4/RzPwDuGfsIbs1sZVOP06I1E3QJvzPoRxmOZh8R3+jLjvIXdaDes53m8+uqrVbEEoOs6q1at4kMf+tCFW+F5sn//flzX5Utf+hKLFi1i9+7dvO9976NQKPCXf/mXEx7785//nJUrV1Zvj/raCASCc+dMBqlnnYkpEFxtnGHyy0yia6bv0d9sihOb7rUc23+dcgmGBnxDYduGcvGM/nLT7ecNNSneXtjJoBqvjhkbkv2fGwq7WKDcDkz/eoJLw3kLu9Fu2Pe+97389V//9VmH0b7e3HPPPdxzzz3V2wsWLODAgQP8n//zf6YIu9raWpqaml7vJQoEVyTTGaSedSamQHC1cQ6TXyZH5ka/R3VWihonw5CaYGt3gj/YluRrM73WjbfA8UNwdL8v6kanRdx0x4xLm+772tObIU6Z4/LEqGBONlihDNAhpxHC7vJi1s0TX/nKVwDYu3cvJ06cwDTNCfc/8MADr21lF5BMJkNNTc2U7Q888ADlcpklS5bwJ3/yJ2dcc6VSoVKpVG9ns9mLslaB4EpBWKEIBDMww+SX9Pr7+MAks+91zbC7p8zvDP2EjYWdvs2IHORZYxVfd+7j2DvvY/40r4VtQy4LbYvGIna5LDz3C79BY5I9ykzf1wE5ToYg7VqBw06iur0zUGBJ/es7Nkxwbsxa2HV1dfGWt7yFV199FUmS8Dzfqnq0oeJy6Yo9fPgwX/jCFyZE6yKRCJ///OfZtGkTsizz7W9/m7e85S1873vfm1HcffrTn+bjH//467VsgWDOI6xQBIIZmGHyywemMft+qRfeM67G7ZRWP6HGrav0EPMnv5bnwdf+aqypYpRsGva8AuUyHDswwR6le/59wNT6iEEtybPGKv5Q3co1ccjIBnG3gFHOwMrLb2yY4DV0xX7gAx+gs7OT/v5+wuEwe/bs4emnn2bt2rU89dRTF3CJPh/+8IeRJOmM//bv3z/hOT09Pdxzzz38xm/8Bu973/uq2+vq6nj00UdZv34969at4zOf+QwPP/wwn/vc52bc/0c+8hEymUz1X3d394yPFQgEwgpFIDgrsQS0zp8QMRs/zgugxkqxcVyNmylrDKkJBtX4SI1besprVZsqQpM6PkMG9J+El7eCJPtNF5IML25l5d6fzLjMr9feh3P9ZgzVo8UawFC9y3ZsmOA1ROy2b9/OL3/5S+rq6pBlGVmW2bx5M5/+9Kf5wAc+cMaRY7Phgx/8IO95z3vO+JgFCxZU/3/q1Cluu+02Nm7cyJe//OWzvv769ev52c9+NuP9gUBgwggSgUBwZi7XmZgCweXITBHuGidD2C1zSjuPGreZGjSyKb+hon6qv13diV28qfF2nuhPTPm+rp8fpPbND0H28h8bJngNws5xHKLRKOBHwE6dOsXSpUvp6OjgwIEDF2yBo9TX11NfX3/2B+JH6m677TZuuOEGvvKVryDLZw9M7tixg+bm5te6TIFAMI7XdSamQDCHmSnCPazEKcrnWeM2U4NGJgXB8FRRNmK18pkb0+R2Jmb8vh51Ehy3Esx3YKphmOByYdbC7pprrmHnzp10dnayfv16PvvZz6LrOl/+8pcnRM5eb3p6erj11lvp6OjgL//yLxkYGKjeN9oB+9WvfhVd17n++usB+M53vsPjjz/O3/3d312SNQsEVypnskIRCK56xjUwLEgmpo1wp/Qkp+et4k5zK9cEz6PGbboGjRs2wpEDM1qtROsS035f02V493eFbdFcYdbC7r/9t/9GoVAA4BOf+ARvetObuPnmm6mtreWb3/zmBVvg+fKzn/2Mw4cPc/jwYebNmzfhvtEGD4BPfvKTHD9+HFVVWbZsGd/85jd529ve9novVyC4KpjOCkUguGqZYb7rF+64j0d+EZwSMbv/jvvgeTD278KojOt8PVON2wwNGvzsO2e0WoGp31dhWzS3kLzxauc1Mjw8TDKZnHbU2JVGNpslHo+TyWQuOy8/gUAgEFzGjIqraHyquLrzoZkj3Nn0a69xq4rKXf54sUAIll3ni8TA1PDb0RTc9rWZX+6pd4uLtteD89Ecs47YTcd0XnECgUAgEAhGmDzfFcbSovt3wfrb6ZQ9OrUMKAkmNEbEEq+9aWGmSN4MCNuiucd5CbvRObHnwmOPPXbeixEIBAKB4IrmTLNih/rgp/8Kfd0TUrQzRdNeE+coEoVt0dzjvITduVqYXA2pWIFAIBAIzpszzYrNZeHALkjU+sKvVBirh7vzoUuyXGFbNPc4L2E3OidWIBAIBALBLJjJiiQ1BBK+qJshRXupvOOEbdHc4oLW2AkEAoFAIDgL01mRLLsOug5MPy0iNeDXw10iYSdsi+YWr0nYPfPMM3zpS1/iyJEj/Ou//iutra384z/+I52dnWzevPlCrVEgEAgEgiuH6RoYRue7zuAxN60R8euMsC2aG8x6Vuy3v/1t7r77bkKhEK+88gqVSgWATCbDX/zFX1ywBQoEAoFAcEUyfr7raIo2l/FtTSxrxN4k40fzxAgvwTkya2H3qU99ii9+8Yv87d/+LZqmVbdv2rSJl19++YIsTiAQCASCq4Yt9/ledp7np1897+xGxALBJGadij1w4ABbtmyZsj0ej5NOp1/LmgQCgUAguPo4T485gWA6Zh2xa2pq4vDhw1O2b9269ZLOihUIBAKBYE4zPkUrEJwnsxZ273vf+/jDP/xDnn/+eSRJ4tSpU/zzP/8zH/rQh/i93/u9C7lGgUAgEAgEAsE5MOtU7Ic//GFc1+WOO+6gWCyyZcsWAoEAH/rQh3jkkUcu5BoFAoFAIBAIBOfArISdZVncc889fPGLX+SP//iPOXz4MPl8nhUrVhCJRC70GgUCgUAgEFxqMil/JJqo/busmZWw0zSNXbt2AaDrOitWrLigixIIBAKBQHCZUCnD0z+h8OpOzEIZ3QhiXHuRZtgKXjOzrrF7+OGH+fu///sLuRaBQCAQCASXGcVf/ISDP93KMydlfp6p55mTMgd/upXSL35yqZcmmIZZ19jZts3jjz/Oz3/+c2644QYMY+IYlMcee+w1L04gEAgEAsElJJNi/9adDLhxhtQEAENyAsmG/NZdrNl86WbYCqZn1sJu9+7drFmzBoCDBw9OuE+SpNe2KoFAIBAIBJec7lMZSoUyWa1+wvasbBApDHCyJ808IewuK2Yt7J588skLuQ6BQCAQCASXGcedOCU5SNQtMCQnqtujboGCHOKYm2DepVueYBpmXWMnEAiuTo6m4Mlj0JW61CsRCAQXhUwKeo5BNk1La5JnjVXU2Rlq7TS6a1Frp6mzM2w3rqO1JXGpVyuYxKwjdgKB4OoiXYYPPAG/OjG27ZZ2+MK9EBeNcQLB3Gek+5X9O/3/B4IsWLaK09fewRO7YX1+Fy3WAAU5xBPxzXSvuo/O5KVetGAykud53qVexFwkm80Sj8fJZDLEYrFLvRyB4KLz7u/C1m5wxh0xFAk2t8HXHrx06xIIBBeIn30HXtwK0TiEDCgVIJehtGoz7688xO6jaWrtNENqgmsWJMRF3evI+WgOEbETCARn5WhqYqRuFMfzt3elEFfuAsFcJpPyI3XR+FiXq+b/DB3Zxdd+53a6bk1wLJNgflx83y9nRI2dQCA4K8czZ77/2FnuFwgElzn5jJ9+DU20LiNkQKUEuTSdSbhtvhB1lztC2AkEgrPSET/z/fPPcr9AILjMicT9KRKlwsTtpQIEQv4YMcGcQAg7gUBwVhYk/UYJZZJFpSL528UVvEAwx4knYdkqyGUgmwbL8n/mMrDsOmFCPIcQwk4gEJwTX7jXb5QYz+Y2f7tAILgC2HIfrN0MngepAf/n2s3+dsGcQXTFzhLRFSu4WulK+TV1kwuoj6b8WjxRWC0QzAEyKb+uLpqYGo3LpiGXnv4+wSVBdMUKBIKLRmdyonAT/nYCwRxiGq86lq3yo3KBkS9sLCEE3RxGpGIFAsFr4gNP+P5249naDY88cWnWIxAIzsDTP/G96iQZkvX+zxe3+ttHGTd5QjD3EBE7gUAwa4S/nUAwhziDVx37d8HqjbDj2TNH8wSXPSJiJxAIZo3wtxMI5hBn86p76kdnj+YJLnuEsBMIBLNG+NsJBHOIM3nVyQp0Hx2L5mma/zMa96N5Ii07ZxDCTiAQzJoFSUjOkKFJBkUaViC45IyvlzuTV13bAnCdM06eEMwNRI2dQCCYNUdTkCpPf1+qLGrsBIJLxkzdrzfd4d+/f5fvVRcI+V51qzfCN/6PH70brbsDMXliDiKEnUAgmDXnUmMnhJ1AcAkY7X6Nxv16uVLBvw1w50Ow/vapXnXLVo09JmT4z8llfOEn7E/mDELYCQSCWSNq7ASCy5Czdb+uv316r7rRCROTo3li8sScQgg7gUAwa0ZnyG7t9i1ORlEkf9yYiNYJBJeA0e7XZP3E7SHDF2y59PQRuEBw5mieYM4gmicEAsFrQsyQFQguA8Y3SZyp+/Vc6uViCWidL0TdHEVE7AQCwWsiHoSvPTjzDFmBQHARmalJYtFK2PGc/xhRL3dVISJ2AoHggtCZhNvmC1EnELyuzDQiDHwR53l++tXzRL3cVYKI2AkEAoFAMBc5U5PE4b3wO/9V1MtdhVyREbv58+cjSdKEf5/5zGcmPGbXrl3cfPPNBINB2tra+OxnP3uJVisQCAQCwSwYNyIsW4GeHGQrTDQVFvVyVx1XbMTuE5/4BO973/uqt6PRaPX/2WyWu+66ize84Q188Ytf5NVXX+U//If/QCKR4D/9p/90KZYrEAgEAsH5EYljqkF2HS1wwEpUNy/VCqyqD6EJU+GrkitW2EWjUZqamqa975//+Z8xTZPHH38cXddZuXIlO3bs4LHHHhPCTiAQCARzg3iS/+usYlluK7Uq5GSDqFuAcoZv1mzm4TNE6X51HHb0wZomuLnj9Vuy4OJzRaZiAT7zmc9QW1vL9ddfz+c+9zls267et337drZs2YKu69Vtd999NwcOHCCVSl2K5QoEAoFAcF4cTcEn5fv4cWwzsufRYg0gex4/jm3mk/J9dE1zOjuehtVfgnd/Dx57Dh7+nn+7+yxTZARzhysyYveBD3yANWvWUFNTw7PPPstHPvIRent7eeyxxwDo6+ujs7NzwnMaGxur9yWTU9v6KpUKlUqlejubzV7EdyAQCAQCwZk5noGyHOTx+of4fvJ2au00Q2qCITUBTD/S783fnDrfOVWG+78BO97/+qxbcHGZMxG7D3/4w1MaIib/279/PwCPPvoot956K9dddx3/+T//Zz7/+c/zhS98YYIwO18+/elPE4/Hq//a2trO/iSBQCAQCC4S40f6DakJDgbnV0UdTB3p96vjU0XdKKkyPHP8wq9R8PozZyJ2H/zgB3nPe95zxscsWLBg2u3r16/Htm2OHTvG0qVLaWpq4vTp0xMeM3p7prq8j3zkIzz66KPV29lsVog7gUAgEFwyznek346+M7/ey32i3u5KYM4Iu/r6eurr68/+wGnYsWMHsizT0NAAwIYNG/joRz+KZVlomgbAz372M5YuXTptGhYgEAgQCARmt3iBQCAQCC4CX7gXHnkCfnVibNtMI/1WTx+3qLLmLPcL5gZzRtidK9u3b+f555/ntttuIxqNsn37dv7oj/6Ihx9+uCra3vnOd/Lxj3+c3/3d3+VP//RP2b17N3/913/N//gf/+MSr14gEAgEVxSZlO83d5EMgs9npN8tHZAMTp+OTQZFtO5KQfI8zzv7w+YOL7/8Mr//+7/P/v37qVQqdHZ28q53vYtHH310QsRt165d/Jf/8l944YUXqKur45FHHuFP//RPz3k/2WyWeDxOJpMhFotdjLciEAgEgrnKTDNct9zn//8S0Z3xGyXGi7tkEH74dmiLz/w8waXlfDTHFSfsXi+EsBMIBALBjPzsO/7M1mjcnwRRKkAu489rvfOhS706njnu19QJH7u5wflojisuFSsQCAQCwSXlTDNc9+/y57de4hFfN3cIQXelMmfsTgQCgUAgmBOMm+E6gfEzXAWCi4QQdgKBQCAQXEgicb+OrlSYuL1UgEDIb6QQCC4SQtgJBAKBQHAhiSf9RolcBrJpsCz/Zy4Dy6675GlYwZWNqLETCAQCgeBCs+U+/+f+XZAa8CN1azePbRcILhJC2AkEAoFAcKEJBP3u1/W3+zV1F8nH7nXlInvyCS4MQtgJBAKBQHCxiCXmvgi6TD35BNMjauwEAoFAIBDMzNM/8T35JBmS9f7PF7f62wWXHULYCQQCgUAgmJ7Jnnya5v+Mxv36wWz6Ei9QMBkh7AQCgUAgEEyP8OSbcwhhJxAIBAKBYHqEJ9+cQwg7gUAgEAgE0yM8+eYcoitWIBAIBIIrlQthUSI8+eYUQtgJBAKBQHClcTaLkvMRfFeiJ98VjBB2AoFAIBBcaYxalETjvkVJqeDfti1Qtdl50l0JnnxXAULYCQQCgUBwJTHZogRAG/n57C98AZeonSj4wI/KCeY8onlCIBAIBIIriZksShTVT6UGQ8KT7gpGCDuBQCAQCK4kZrIoyWfH7h+P8KS7ohDCTiAQCASCK4mZLErKJT9CZ1sTHy886a4oRI2dQCAQCARzncldrtNZlNx0K9g27HjOvy9k+KIul/HtS0RjxBWBEHYCgUAgEMxVzmRrMp1FSaUMqio86a5ghLATCAQCgWCuMpOtCfjCbrJFifCku+IRNXYCgUAgEMxFJtuanE+XaywBrfOFqLsCEcJOIBAIBIKLRSYFPccujpXITLYmosv1qkakYgUCgUAguNCcbaTXhWC8rcmoATGILterHBGxEwgEAoHgQjNa+ybJfu2bJPu3n/7JhdvHTLYmuQwsu06kWa9ShLATCAQXhKMpePIYdKUu9UoEgkvMa6l9O1+23Od3tXqe3+XqeaLL9SpHpGIFAsFrIl2GDzwBvzoxtu2WdvjCvRC/QBkngWBOMVr7lqyfuD1k+OIrl75w0TTR5SqYhIjYCQSC18QHnoCt3RO3be2GR564NOsRCC45M430upi1bxeyy/ViNnwILjoiYicQCGbN0dTESN0ojudv70pBZ/L1X5dAcEkZrX0b9ZObKxMeXo+GD8FFR0TsBALBrDmeOfP9x85yv0BwxfJ6175diCjb69HwIbjoiIidQCCYNR3xM98//yz3CwRXLK9X7duFirJNbviAMQuV/bv893G5RhoFExARO4FAMGsWJP1GCUWauF2R/O0iDSu46rnYEx4uVJRNmB1fMQhhJxAIXhNfuBc2t03ctrnN3y4QCC4iF9JW5VI0fAguCiIVKxAIXhPxIHztQb9R4ljGT7+KSJ1A8DpwIW1V5mrDh2AKQtgJBIILQmdSCDqB4HXlQo8UG23s2L/LF4aBkDA7noMIYScQCAQCwVzkQkfZhNnxFYEQdgKBQCAQzFUuRpQtlhCCbg4jhJ1AIBAIBHMVEWUTTEIIO4FAIBAI5joiyiYYQdidCAQCgUAgEFwhCGEnEAgEAoFAcIVwxQm7p556CkmSpv33wgsvAHDs2LFp73/uuecu8eoFAoFAIBAIZs8VV2O3ceNGent7J2z72Mc+xi9+8QvWrl07YfvPf/5zVq5cWb1dW1v7uqxRIBAIBAKB4GJwxQk7Xddpamqq3rYsi+9///s88sgjSNLEgZa1tbUTHisQCAQCgUAwl7niUrGT+cEPfsDQ0BDvfe97p9z3wAMP0NDQwObNm/nBD35wxtepVCpks9kJ/wQCgUAgEAguJ654Yff3f//33H333cybN6+6LRKJ8PnPf55vfetb/PjHP2bz5s285S1vOaO4+/SnP008Hq/+a2trm/GxAoFAIBAIBJcCyfP+//buP6bqeo/j+OtwgAMePQfmRYUrEcQa1+o6W5vBXKF1paRb3bKVjpAt/7BfLmPmj7VUjMq1dtfa+rE8gHfjLl1r/SGgYWnFZLO2jq4GWwsES8hfnB+iHOFw7h9nHj0X5Icih/M9z8fGDufz/Xy/ft6bY699Pt/v9xMIRHoQY7Fx40bt2LFjxD4tLS3Ky8sLff/999+VlZWlPXv26Mknnxzx3NLSUrW3t+v7778f9rjP55PP5wt993g8yszMlNvtls1mG0clAAAAY+fxeGS328eUOaLmHrvy8nKVlZWN2CcnJyfse3V1tWbOnKlHH3101OsvXLhQjY2N1zxusVhksVjGNFYAAIBIiJpgl5aWprS0tDH3DwQCqq6uVmlpqRISEkbt73Q6lZ6efiNDBAAAiKioCXbj9c0336i9vV2rV68ecmzXrl1KTEzUggULJElffPGFqqqqtHPnzskeJgAAwIQxbLBzOBwqKCgIu+fuatu3b1dHR4fi4+OVl5en3bt3a/ny5ZM8SgAAppa2HqnDLd1ql7JTIz0ajFfUPDwx1YznRkYAAKY6V5+0tkH6tvNK2/23SB88LNmTIjcujC9zGP51JwAAYHRrG6SmE9Jf+nt0e99xzRxwqemE9HJDpEeG8TDsUiwAABibth7pyPE+rTpbr4Leo5o22KcLcUk6bJ2v//qXqb0niWXZKMGMHQAAMa7DLa04W69iT5P8pjidTEiT3xSnYk+TVp6t13F3pEeIsWLGDgCAGJcT16OB3qM6E2/X2fgUSdLZuOBnfu8x5ZiXSEqJ1PAwDszYAQAQ47LMbmUk9skbZw1r98ZZ9dfEi8qKc0VmYBg3gh0AALFuul23pycp29Ib1pxt6dXt6cnSjJTIjAvjxlIsAACxzp6qhDvm654fm/S3JMkdZ5V9sFfWPrd0xyLJlhLpEWKMCHYAAEC6b5kkydp6TFbfacmSLN2zKNSO6ECwAwAAkiVJ+scT0sIlktcVXH5lpi7qEOwAAMAVthQCXRTj4QkAAACDINgBAAAYBMEOAADAIAh2AAAABkGwAwAAMAiCHQAAgEEQ7AAAAAyCYAcAAGAQBDsAAACDINgBAAAYBFuKAQAQa9w90nk3+8EaEMEOAIBY4euTvquXWo8Gf7ckSXnzpfuWBX9H1GMpFgCAWPFdvfRjk2SKk1LTgp8/NgXbYQgEOwAAYoG7JzhTN8MeXH5NSAh+zrBLrcckjyvCA8REINgBAGBQbT3SweNSe4+C99T5+qRka3inZKvkuyh5XREYISYa99gBAGAwrj5pbYP0beeVtn/Otuvf8UlKuNgrJaRcOXCxV7IkBx+kQNRjxg4AAINZ2yA1nQhvqz+Vqt3++ZLXHVx27e8PfnrdUt7feTrWIAh2AAAYSFtPcKbOHwhv9wek7XHLdHbeIikQkHpOBz/vWRR8KhaGwFIsAAAG0uG+9rG+uCQdm/+EFi9eErynjvfYGQ7BDgAAA8myj3z8VruCYY5AZ0gsxQIAYCA5qdL9t0hmU3i72RRsz06NzLgwOQh2AAAYzAcPS4syw9sWZQbbYWwsxQIAYDD2JOk//wq+v+64O7j8ykxdbCDYAQBgUNmpBLpYQ7ADAAAhbT3BJ2uZ5YtOBDsAADDsbhX33xK8L8+eFLlxYXx4eAIAAAy7W0XTCenlhsiMB9eHYAcAQIwbabeKbzuDD2EgOhDsAACIcSPtViEFn6xFdCDYAQAQ48a0WwWiAsEOAIAYx24VxhF1wa6yslIFBQWaNm2aUlJShu3T2dmp4uJiTZs2TbNmzdL69es1MDAQ1ufQoUO6++67ZbFYlJubq5qamps/eAAApih2qzCGqHvdyaVLl/TUU08pPz9fDodjyHG/36/i4mLNmTNHhw8fVldXl0pLS5WQkKC33npLktTe3q7i4mKtWbNGtbW1+vrrr7V69Wqlp6erqKhosksCACDi2K3CGEyBQCAwerepp6amRq+88opcLldYe0NDgx555BGdPHlSs2fPliR9/PHH2rBhg06fPq3ExERt2LBBdXV1+vnnn0PnPfPMkzGiKwAABXFJREFUM3K5XNq3b9+Y/n2PxyO73S632y2bzTZhdQEAAFxtPJkj6pZiR9Pc3Ky77rorFOokqaioSB6PR7/88kuoz4MPPhh2XlFRkZqbmyd1rAAAABMp6pZiR9Pd3R0W6iSFvnd3d4/Yx+Px6OLFi0pOTh5yXZ/PJ5/PF/rudgef/fZ4PBM6fgAAgKtdzhpjWWSdEsFu48aN2rFjx4h9WlpalJeXN0kjGurtt9/Wtm3bhrRnZmYO0xsAAGBieb1e2e0jv3tmSgS78vJylZWVjdgnJydnTNeaM2eOjhw5Etb2559/ho5d/rzcdnUfm8027GydJG3atEmvvvpq6Pvg4KDOnTunmTNnymQyDXvOWHg8HmVmZurEiRMxea8e9VN/rNYfy7VL1B/L9cdy7dL11R8IBOT1epWRkTFq3ykR7NLS0pSWljYh18rPz1dlZaVOnTqlWbNmSZIaGxtls9k0b968UJ/6+vqw8xobG5Wfn3/N61osFlkslrC2a71u5XrYbLaY/A9+GfVTf6zWH8u1S9Qfy/XHcu3S+Osfbabusqh7eKKzs1NOp1OdnZ3y+/1yOp1yOp06f/68JGnp0qWaN2+enn32WR09elT79+/X66+/rhdffDEUzNasWaO2tja99tpram1t1Ycffqg9e/Zo3bp1kSwNAADghkyJGbvxeOONN7Rr167Q9wULFkiSDh48qMLCQpnNZu3du1fPP/+88vPzZbVatWrVKlVUVITOyc7OVl1dndatW6f3339fc+fO1c6dO3mHHQAAiGpRF+xqampG3SUiKytryFLr/yssLNRPP/00gSO7PhaLRVu2bBmyzBsrqJ/6Y7X+WK5dov5Yrj+Wa5dufv1R+4JiAAAAhIu6e+wAAAAwPIIdAACAQRDsAAAADIJgBwAAYBAEOwC4AYcOHZLJZLrmz+LFi8P6FxUVyWw264cffhhyrbKystB5iYmJys3NVUVFhQYGBiarHABRjmAHADegoKBAXV1dQ34++eQTmUwmvfDCC6G+nZ2dOnz4sF566SVVVVUNe72HHnpIXV1d+vXXX1VeXq6tW7fq3XffnaxyAEQ5XncCABOspaVFCxcu1Nq1a/Xmm2+G2rdt26bW1lZt2bJF9957r7q6usL2py4rK5PL5dKXX34Zalu6dKm8Xq+am5snswQAUYoZOwCYQC6XS4899pgKCwu1ffv2UHsgEFB1dbVKSkqUl5en3Nxcff7556NeLzk5WZcuXbqZQwZgIAQ7AJggg4ODWrlypeLj41VbWyuTyRQ6duDAAV24cCG0dWFJSYkcDsc1rxUIBHTgwAHt379fS5YsueljB2AMUbelGABMVZs3b1Zzc7OOHDmiGTNmhB2rqqrS008/rfj44J/dFStWaP369frtt9902223hfrt3btX06dPV39/fygobt26dTLLABDFuMcOACbAZ599ppKSEtXV1YVm5S47d+6cMjIy1N/fHzaL5/f7tXnzZlVWVkoK3mP3xx9/6KOPPlJiYqIyMjJCQRAAxoK/GABwg5xOp5577jm98847Q0KdJNXW1mru3LlhD0VI0ldffaX33ntPFRUVMpvNkiSr1arc3NzJGDYAAyLYAcANOHPmjB5//HEVFhaqpKRE3d3dYcfNZrMcDoeWL1+uO++8M+xYZmamNm3apH379qm4uHgyhw3AoAh2AHAD6urq1NHRoY6ODqWnpw85Pn36dJ0/f16ffvrpkGN2u10PPPCAHA4HwQ7AhOAeOwAAAIPgdScAAAAGQbADAAAwCIIdAACAQRDsAAAADIJgBwAAYBAEOwAAAIMg2AEAABgEwQ4AAMAgCHYAAAAGQbADAAAwCIIdAACAQRDsAAAADOJ/j8U2o1m8k80AAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "(smp[energies[0]].std(axis=1) / rcovs_post[energies[0]].get_std() - 1).fillna(0).multiply(100).rename(\"DIFF\").reset_index().plot(x=\"ZAP\", y=\"DIFF\", kind=\"scatter\", ax=ax, color=\"dodgerblue\", label=f\"E={energies[0]:.2e}\")\n", "(smp[energies[1]].std(axis=1) / rcovs_post[energies[1]].get_std() - 1).fillna(0).multiply(100).rename(\"DIFF\").reset_index().plot(x=\"ZAP\", y=\"DIFF\", kind=\"scatter\", ax=ax, color=\"tomato\", alpha=.6, label=f\"E={energies[1]:.2e}\")\n", "(smp[energies[2]].std(axis=1) / rcovs_post[energies[2]].get_std() - 1).fillna(0).multiply(100).rename(\"DIFF\").reset_index().plot(x=\"ZAP\", y=\"DIFF\", kind=\"scatter\", ax=ax, color=\"k\", alpha=.3, label=f\"E={energies[2]:.2e}\")\n", "ax.set(ylim=[-100, 100], ylabel=\"relative difference / $\\\\%$\", xlabel=\"ZAP\")\n", "ax.tick_params(labelbottom=False)\n", "fig.tight_layout()" ] }, { "cell_type": "code", "execution_count": 11, "id": "1e104351-9068-4d8b-adbb-9fefa18407b9", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:50:07.217653Z", "iopub.status.busy": "2024-09-27T09:50:07.217279Z", "iopub.status.idle": "2024-09-27T09:50:08.165072Z", "shell.execute_reply": "2024-09-27T09:50:08.164515Z" } }, "outputs": [], "source": [ "za = 92235\n", "tape = sandy.get_endf6_file(\"jeff_33\", \"nfpy\", za * 10)\n", "nfpy = sandy.Fy.from_endf6(tape)" ] }, { "cell_type": "code", "execution_count": 12, "id": "181943ff-d4b9-4ba1-9fa3-94c67092f68c", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:50:08.167062Z", "iopub.status.busy": "2024-09-27T09:50:08.166710Z", "iopub.status.idle": "2024-09-27T09:50:48.230889Z", "shell.execute_reply": "2024-09-27T09:50:48.230328Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_0.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_1.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_2.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_3.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_4.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_5.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_6.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_7.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_8.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_9.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_10.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_11.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_12.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_13.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_14.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_15.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_16.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_17.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_18.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_19.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_20.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_21.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_22.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_23.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_24.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_25.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_26.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_27.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_28.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_29.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_30.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_31.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_32.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_33.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_34.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_35.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_36.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_37.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_38.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_39.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_40.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_41.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_42.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_43.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_44.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_45.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_46.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_47.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_48.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_49.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_50.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_51.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_52.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_53.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_54.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_55.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_56.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_57.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_58.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_59.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_60.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_61.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_62.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_63.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_64.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_65.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_66.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_67.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_68.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_69.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_70.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_71.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_72.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_73.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_74.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_75.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_76.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_77.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_78.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_79.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_80.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_81.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_82.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_83.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_84.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_85.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_86.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_87.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_88.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_89.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_90.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_91.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_92.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_93.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_94.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_95.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_96.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_97.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_98.jeff33'...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "writing file 'u235_fy_cov_99.jeff33'...\n" ] } ], "source": [ "smp_min = 0 # write ENDF-6 file only in the sample range [smp_min, smp_max]\n", "smp_max = 99\n", "file_template = \"u235_fy_cov_{}.jeff33\"\n", "for ismp in range(smp_min, smp_max+1):\n", " file = file_template.format(ismp)\n", " f = sandy.Fy(nfpy.data.copy())\n", " for e, s in smp.items():\n", " idx_ify = nfpy.data.query(f\"E=={float(e)} & MT==454\").index\n", " idx_cfy = nfpy.data.query(f\"E=={float(e)} & MT==459\").index\n", " f.data.loc[idx_ify, \"DFY\"] = f.data.loc[idx_ify, \"FY\"] # just for me, i copy the original IFYs where uncertainties should be, so i can compare them to the perturbed ones (anyways I don't use uncertainties)\n", " f.data.loc[idx_cfy, \"DFY\"] = f.data.loc[idx_cfy, \"FY\"] # same but for CFYs\n", " f.data.loc[idx_ify, \"FY\"] *= s[ismp].values # IMPORTANT, this does not update the CFYs, which in random ENDF-6 file are inconsistent with the perturbed IFYs\n", " #f = f.apply_qmatrix(922350, e, rdd, keep_fy_index=True) # Run this if you want to update the CFYs (slower), or else comment it out\n", " print(f\"writing file '{file}'...\")\n", " f.to_endf6(tape).to_file(file)" ] }, { "cell_type": "markdown", "id": "fd32e12a-8652-440e-98c4-5f616f156035", "metadata": {}, "source": [ "Compare convergence of fission yields in ENDF-6 files." ] }, { "cell_type": "code", "execution_count": 13, "id": "68f52896-bcd4-49a2-8fbb-d943e53e34f6", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:50:48.232999Z", "iopub.status.busy": "2024-09-27T09:50:48.232650Z", "iopub.status.idle": "2024-09-27T09:50:55.489980Z", "shell.execute_reply": "2024-09-27T09:50:55.489413Z" } }, "outputs": [], "source": [ "sfy = {ismp: sandy.Fy.from_endf6(sandy.Endf6.from_file(f\"u235_fy_cov_{ismp}.jeff33\")) for ismp in range(smp_min, smp_max+1)}" ] }, { "cell_type": "code", "execution_count": 14, "id": "2b3548e8-0798-41c7-a037-7a2883c3a527", "metadata": { "execution": { "iopub.execute_input": "2024-09-27T09:50:55.492079Z", "iopub.status.busy": "2024-09-27T09:50:55.491716Z", "iopub.status.idle": "2024-09-27T09:50:56.713622Z", "shell.execute_reply": "2024-09-27T09:50:56.713007Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 3, figsize=(12, 4), sharex=True, sharey=True)\n", "\n", "ax = axs[0]\n", "e = energies[0]\n", "mask = f\"E=={e} and MT==454\"\n", "d = pd.DataFrame({k: v.data.query(mask).set_index(\"ZAP\").FY for k, v in sfy.items()})\n", "(d.mean(axis=1) / nfpy.data.query(mask).set_index(\"ZAP\").FY - 1).fillna(0).multiply(100).rename(\"DIFF\").reset_index().plot(x=\"ZAP\", y=\"DIFF\", kind=\"scatter\", ax=ax, color=\"dodgerblue\", label=\"$\\\\frac{m- \\\\mu}{\\\\mu} \\\\times 100$\")\n", "((d.std(axis=1) / d.mean(axis=1)).fillna(0) / rcovs_post[energies[0]].get_std() - 1).fillna(0).multiply(100).rename(\"DIFF\").reset_index().plot(x=\"ZAP\", y=\"DIFF\", kind=\"scatter\", ax=ax, color=\"tomato\", alpha=.6, label=\"$\\\\frac{s_{post}- \\\\sigma_{post}}{\\\\sigma_{post}} \\\\times 100$\")\n", "ax.set(ylim=[-100, 100], ylabel=\"relative difference / $\\\\%$\", xlabel=\"ZAP\", title=f\"E={e:.2e} eV\")\n", "ax.tick_params(labelbottom=False)\n", "\n", "ax = axs[1]\n", "e = energies[1]\n", "mask = f\"E=={e} and MT==454\"\n", "d = pd.DataFrame({k: v.data.query(mask).set_index(\"ZAP\").FY for k, v in sfy.items()})\n", "(d.mean(axis=1) / nfpy.data.query(mask).set_index(\"ZAP\").FY - 1).fillna(0).multiply(100).rename(\"DIFF\").reset_index().plot(x=\"ZAP\", y=\"DIFF\", kind=\"scatter\", ax=ax, color=\"dodgerblue\", label=\"$\\\\frac{m- \\\\mu}{\\\\mu} \\\\times 100$\")\n", "((d.std(axis=1) / d.mean(axis=1)).fillna(0) / rcovs_post[energies[0]].get_std() - 1).fillna(0).multiply(100).rename(\"DIFF\").reset_index().plot(x=\"ZAP\", y=\"DIFF\", kind=\"scatter\", ax=ax, color=\"tomato\", alpha=.6, label=\"$\\\\frac{s_{post}- \\\\sigma_{post}}{\\\\sigma_{post}} \\\\times 100$\")\n", "ax.set(ylim=[-100, 100], ylabel=\"relative difference / $\\\\%$\", xlabel=\"ZAP\", title=f\"E={e:.2e} eV\")\n", "ax.tick_params(labelbottom=False)\n", "ax.get_legend().remove()\n", "\n", "ax = axs[2]\n", "e = energies[2]\n", "mask = f\"E=={e} and MT==454\"\n", "d = pd.DataFrame({k: v.data.query(mask).set_index(\"ZAP\").FY for k, v in sfy.items()})\n", "(d.mean(axis=1) / nfpy.data.query(mask).set_index(\"ZAP\").FY - 1).fillna(0).multiply(100).rename(\"DIFF\").reset_index().plot(x=\"ZAP\", y=\"DIFF\", kind=\"scatter\", ax=ax, color=\"dodgerblue\", label=\"$\\\\frac{m- \\\\mu}{\\\\mu} \\\\times 100$\")\n", "((d.std(axis=1) / d.mean(axis=1)).fillna(0) / rcovs_post[energies[0]].get_std() - 1).fillna(0).multiply(100).rename(\"DIFF\").reset_index().plot(x=\"ZAP\", y=\"DIFF\", kind=\"scatter\", ax=ax, color=\"tomato\", alpha=.6, label=\"$\\\\frac{s_{post}- \\\\sigma_{post}}{\\\\sigma_{post}} \\\\times 100$\")\n", "ax.set(ylim=[-100, 100], ylabel=\"relative difference / $\\\\%$\", xlabel=\"ZAP\", title=f\"E={e:.2e} eV\")\n", "ax.tick_params(labelbottom=False)\n", "ax.get_legend().remove()\n", "\n", "fig.tight_layout()" ] } ], "metadata": { "kernelspec": { "display_name": "sandy-devel", "language": "python", "name": "sandy-devel" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.10" } }, "nbformat": 4, "nbformat_minor": 5 }