{ "cells": [ { "cell_type": "markdown", "id": "optimum-syndication", "metadata": {}, "source": [ "# Shape Analysis of Cancer Cells" ] }, { "cell_type": "markdown", "id": "formed-symphony", "metadata": {}, "source": [ "Lead author: Nina Miolane.\n", "\n", "This notebook studies *Osteosarcoma* (bone cancer) cells and the impact of drug treatment on their *morphological shapes*, by analyzing cell images obtained from fluorescence microscopy. \n", "\n", "This analysis relies on the *elastic metric between discrete curves* from Geomstats. We will study to which extent this metric can detect how the cell shape is associated with the response to treatment.\n", "\n", "This notebook is adapted from Florent Michel's submission to the [ICLR 2021 Computational Geometry and Topology challenge](https://github.com/geomstats/challenge-iclr-2021)." ] }, { "cell_type": "markdown", "id": "processed-reach", "metadata": {}, "source": [ "
\n", " \n", "
" ] }, { "cell_type": "markdown", "id": "tired-magnitude", "metadata": {}, "source": [ "Figure 1: Representative images of the cell lines using fluorescence microscopy, studied in this notebook (Image credit : Ashok Prasad). The cells nuclei (blue), the actin cytoskeleton (green) and the lipid membrane (red) of each cell are stained and colored. We only focus on the cell shape in our analysis." ] }, { "cell_type": "markdown", "id": "resistant-palmer", "metadata": {}, "source": [ "# 1. Introduction and Motivation" ] }, { "cell_type": "markdown", "id": "occasional-state", "metadata": {}, "source": [ "Biological cells adopt a variety of shapes, determined by multiple processes and biophysical forces under the control of the cell. These shapes can be studied with different quantitative measures that reflect the cellular morphology [(MGCKCKDDRTWSBCC2018)](#References). With the emergence of large-scale biological cell image data, morphological studies have many applications. For example, measures of irregularity and spreading of cells allow accurate classification and discrimination between cancer cell lines treated with different drugs [(AXCFP2019)](#References).\n", "\n", "As metrics defined on the shape space of curves, the *elastic metrics* [(SKJJ2010)](#References) implemented in Geomstats are a potential tool for analyzing and comparing biological cell shapes. Their associated geodesics and geodesic distances provide a natural framework for optimally matching, deforming, and comparing cell shapes." ] }, { "cell_type": "code", "execution_count": 1, "id": "restricted-tulsa", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: Using numpy backend\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "import geomstats.backend as gs\n", "\n", "gs.random.seed(2021)" ] }, { "cell_type": "markdown", "id": "considered-spanish", "metadata": {}, "source": [ "# 2. Dataset Description" ] }, { "cell_type": "markdown", "id": "capable-starter", "metadata": {}, "source": [ "We study a dataset of mouse *Osteosarcoma* imaged cells [(AXCFP2019)](#References). The dataset contains two different cancer cell lines : *DLM8* and *DUNN*, respectively representing a more agressive and a less agressive cancer. Among these cells, some have also been treated with different single drugs that perturb the cellular cytoskeleton. Overall, we can label each cell according to their cell line (*DLM8* and *DUNN*), and also if it is a *control* cell (no treatment), or has been treated with one of the following drugs : *Jasp* (jasplakinolide) and *Cytd* (cytochalasin D).\n", "\n", "Each cell comes from a raw image containing a set of cells, which was thresholded to generate binarized images.\n", "\n", "\n", " \n", "\n", "\n", "After binarizing the images, contouring was used to isolate each cell, and to extract their boundaries as a counter-clockwise ordered list of 2D coordinates, which corresponds to the representation of discrete curve in Geomstats. We load these discrete curves into the notebook." ] }, { "cell_type": "code", "execution_count": 2, "id": "passive-concentration", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total number of cells : 650\n" ] } ], "source": [ "import geomstats.datasets.utils as data_utils\n", "\n", "cells, lines, treatments = data_utils.load_cells()\n", "print(f\"Total number of cells : {len(cells)}\")" ] }, { "cell_type": "markdown", "id": "opponent-raising", "metadata": {}, "source": [ "The cells are grouped by treatment class in the dataset : \n", "- the *control* cells, \n", "- the cells treated with *Cytd*,\n", "- and the ones treated with *Jasp*. \n", "\n", "Additionally, in each of these classes, there are two cell lines : \n", "- the *DLM8* cells, and\n", "- the *DUNN* ones." ] }, { "cell_type": "markdown", "id": "a96cb12e", "metadata": {}, "source": [ "This is shown by displaying the unique elements in the lists `treatments` and `lines`:" ] }, { "cell_type": "code", "execution_count": 3, "id": "609e3372", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['control' 'cytd' 'jasp']\n", "['dlm8' 'dunn']\n" ] } ], "source": [ "import pandas as pd\n", "\n", "TREATMENTS = gs.unique(treatments)\n", "print(TREATMENTS)\n", "LINES = gs.unique(lines)\n", "print(LINES)" ] }, { "cell_type": "code", "execution_count": 4, "id": "2b81c0b7", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cell_idx = 1\n", "plt.plot(cells[cell_idx][:, 0], cells[cell_idx][:, 1], \"blue\")\n", "plt.plot(cells[cell_idx][0, 0], cells[cell_idx][0, 1], \"blue\", marker=\"o\");" ] }, { "cell_type": "markdown", "id": "5c4b3678", "metadata": {}, "source": [ "The size of each class is displayed below:" ] }, { "cell_type": "code", "execution_count": 5, "id": "israeli-happiness", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "control :\n", "\t 114 dlm8\n", "\t 204 dunn\n", "cytd :\n", "\t 82 dlm8\n", "\t 93 dunn\n", "jasp :\n", "\t 62 dlm8\n", "\t 95 dunn\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
dlm8dunn
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" ], "text/plain": [ " dlm8 dunn\n", "control 114.0 204.0\n", "cytd 82.0 93.0\n", "jasp 62.0 95.0" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ds = {}\n", "\n", "n_cells_arr = gs.zeros((3, 2))\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " print(f\"{treatment} :\")\n", " ds[treatment] = {}\n", " for j, line in enumerate(LINES):\n", " to_keep = gs.array(\n", " [\n", " one_treatment == treatment and one_line == line\n", " for one_treatment, one_line in zip(treatments, lines)\n", " ]\n", " )\n", " ds[treatment][line] = [\n", " cell_i for cell_i, to_keep_i in zip(cells, to_keep) if to_keep_i\n", " ]\n", " nb = len(ds[treatment][line])\n", " print(f\"\\t {nb} {line}\")\n", " n_cells_arr[i, j] = nb\n", "\n", "n_cells_df = pd.DataFrame({\"dlm8\": n_cells_arr[:, 0], \"dunn\": n_cells_arr[:, 1]})\n", "n_cells_df = n_cells_df.set_index(TREATMENTS)\n", "\n", "display(n_cells_df)\n", "# display(ds)" ] }, { "cell_type": "markdown", "id": "5e2c0026", "metadata": {}, "source": [ "The above code also created a dictionnary `ds`, that contains the cell boundaries data sorted by `treatment` and cell `line`. To access all the cells corresponding to a given treatment and a given cell line, we use the syntax `ds[treatment][line]` as in the following code that computes the number of cells in the cytd-dlm8 class." ] }, { "cell_type": "code", "execution_count": 6, "id": "7d878462", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "82" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(ds[\"cytd\"][\"dlm8\"])" ] }, { "cell_type": "markdown", "id": "9c26bc2d", "metadata": {}, "source": [ "We have organized the cell data into the dictionnary `ds`. Before proceeding to the actual data analysis, we provide an auxiliary function `apply_func_to_ds`." ] }, { "cell_type": "code", "execution_count": 7, "id": "42c409b3", "metadata": {}, "outputs": [], "source": [ "def apply_func_to_ds(input_ds, func):\n", " \"\"\"Apply the input function func to the input dictionnary input_ds.\n", "\n", " This function goes through the dictionnary structure and applies\n", " func to every cell in input_ds[treatment][line].\n", "\n", " It stores the result in a dictionnary output_ds that is returned\n", " to the user.\n", "\n", " Parameters\n", " ----------\n", " input_ds : dict\n", " Input dictionnary, with keys treatment-line.\n", " func : callable\n", " Function to be applied to the values of the dictionnary, i.e.\n", " the cells.\n", "\n", " Returns\n", " -------\n", " output_ds : dict\n", " Output dictionnary, with the same keys as input_ds.\n", " \"\"\"\n", " output_ds = {}\n", " for treatment in TREATMENTS:\n", " output_ds[treatment] = {}\n", " for line in LINES:\n", " output_list = []\n", " for one_cell in input_ds[treatment][line]:\n", " output_list.append(func(one_cell))\n", " output_ds[treatment][line] = gs.array(output_list)\n", " return output_ds" ] }, { "cell_type": "markdown", "id": "de438a4c", "metadata": {}, "source": [ "Now we can move on to the actual data analysis, starting with a preprocessing of the cell boundaries." ] }, { "cell_type": "markdown", "id": "peaceful-yahoo", "metadata": {}, "source": [ "# 3. Preprocessing \n", "\n", "### Interpolation: Encoding Discrete Curves With Same Number of Points\n", "\n", "As we need discrete curves with the same number of sampled points to compute pairwise distances, the following interpolation is applied to each curve, after setting the number of sampling points.\n", "\n", "To set up the number of sampling points, you can edit the following line in the next cell:" ] }, { "cell_type": "code", "execution_count": 8, "id": "commercial-plastic", "metadata": {}, "outputs": [], "source": [ "def interpolate(curve, nb_points):\n", " \"\"\"Interpolate a discrete curve with nb_points from a discrete curve.\n", "\n", " Returns\n", " -------\n", " interpolation : discrete curve with nb_points points\n", " \"\"\"\n", " old_length = curve.shape[0]\n", " interpolation = gs.zeros((nb_points, 2))\n", " incr = old_length / nb_points\n", " pos = 0\n", " for i in range(nb_points):\n", " index = int(gs.floor(pos))\n", " interpolation[i] = curve[index] + (pos - index) * (\n", " curve[(index + 1) % old_length] - curve[index]\n", " )\n", " pos += incr\n", " return interpolation\n", "\n", "\n", "k_sampling_points = 200" ] }, { "cell_type": "markdown", "id": "hourly-merchandise", "metadata": {}, "source": [ "To illustrate the result of this interpolation, we compare for a randomly chosen cell the original curve with the correponding interpolated one (to visualize another cell, you can simply re-run the code)." ] }, { "cell_type": "code", "execution_count": 9, "id": "finnish-tackle", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cell_rand = cells[gs.random.randint(len(cells))]\n", "cell_interpolation = interpolate(cell_rand, k_sampling_points)\n", "\n", "fig = plt.figure(figsize=(15, 5))\n", "\n", "fig.add_subplot(121)\n", "plt.plot(cell_rand[:, 0], cell_rand[:, 1])\n", "plt.axis(\"equal\")\n", "plt.title(f\"Original curve ({len(cell_rand)} points)\")\n", "plt.axis(\"off\")\n", "\n", "fig.add_subplot(122)\n", "plt.plot(cell_interpolation[:, 0], cell_interpolation[:, 1])\n", "plt.axis(\"equal\")\n", "plt.title(f\"Interpolated curve ({k_sampling_points} points)\")\n", "plt.axis(\"off\")\n", "\n", "plt.savefig(\"interpolation.svg\")" ] }, { "cell_type": "markdown", "id": "c65644df", "metadata": {}, "source": [ "As the interpolation is working as expected, we use the auxiliary function `apply_func_to_ds` to apply the function `func=interpolate` to the dataset `ds`, i.e. the dictionnary containing the cells boundaries.\n", "\n", "We obtain a new dictionnary, `ds_interp`, with the interpolated cell boundaries." ] }, { "cell_type": "code", "execution_count": 10, "id": "swedish-disease", "metadata": {}, "outputs": [], "source": [ "ds_interp = apply_func_to_ds(\n", " input_ds=ds, func=lambda x: interpolate(x, k_sampling_points)\n", ")" ] }, { "cell_type": "markdown", "id": "1d610e19", "metadata": {}, "source": [ "For each key treatment-control, we check that the number of sampling points is the one expected, i.e. `k_sampling_points`:" ] }, { "cell_type": "code", "execution_count": 11, "id": "8f76718b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(204, 200, 2)\n" ] } ], "source": [ "print(ds_interp[\"control\"][\"dunn\"].shape)" ] }, { "cell_type": "markdown", "id": "5c068188", "metadata": {}, "source": [ "The shape of an array of cells in `ds_interp[treatment][cell]` is therefore: `(\"number of cells in treatment-line\", \"number of sampling points\", 2)`, where 2 refers to the fact that we are considering cell shapes in 2D. " ] }, { "cell_type": "markdown", "id": "d97ab465", "metadata": {}, "source": [ "### Visualization of Interpolated Dataset of Curves" ] }, { "cell_type": "markdown", "id": "shaped-penetration", "metadata": {}, "source": [ "We visualize the curves obtained, for a sample of control cells and treated cells (top row shows control, i.e. non-treated cells; bottom rows shows treated cells) across cell lines (left and blue for dlm8 and right and orange for dunn)." ] }, { "cell_type": "code", "execution_count": 12, "id": "opening-richmond", "metadata": {}, "outputs": [ { "data": { "image/png": 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F9CxcuJDNmzcDMGbMmGonQa4q+naTk5NNVplp2rRpZTPPzz//PPHx8besc/LkSd5//30A6taty6hRo0yy7X8Ds2bNKhO3Zs6cWWmIw08//cSGDRss3TWD8PPzo2vXroBwIixZsqTS9a5evcp7770HCDfB8OHDLdZHiUQikfwzkGO4OyPHcObFVGM4vWgM8Omnn1a6zuzZsyv9/SQSSfWRYp1EUoN48sknGThwIAB//PEHrVu35ssvv2Tfvn0cP36cjRs38tZbb9GsWTPmzZt3w3uHDx/O2LFjAdi8eTNdu3blp59+4ujRo2zdupXp06czffp0QOQB+eyzz8z2Obp37w6IAeljjz1GREQEly5dKvszBH9/fz7++GNADITDw8P54osvOHToEPv37+edd96hR48e5ObmolKpmDdvHg4ODib7TP902rZtW3azcOTIETp27MjixYs5evQo27dv5/HHH2fy5Ml07NjRyj2tOu+//35Z0utp06YxefJk1q1bx4kTJ9izZw/vvvsu4eHhZflxHnnkEZo2bWrNLkskEomkhiLHcLdHjuHMi6nGcO3bt6dbt24A/Pjjj0ydOpUdO3Zw7Ngxfv75Z/r378/cuXPL9hGJRGIcMvmORFKDUKvV/Pnnn0yZMoXffvuNCxcu8Oyzz1b5/UuXLkWj0fDHH39w7NgxJk2adMs6QUFBrF+/nrp165qw5zfSr18/unbtSkREBCtWrGDFihU3vK4PcaguTzzxBJmZmbzxxhskJSXx3HPP3bKOk5MT8+bNY9iwYQZt49/MZ599RkJCAqtXryYyMpJp06bd8HpYWBg///wzDRs2tFIPq0efPn1YunRp2SzzsmXLWLZsWaXrjh8/nm+//dbCPZRIJBLJPwU5hrszcgxnXkw1hlu4cCG9e/cmOTmZJUuW3BKZ8MILL9CyZUv2799v8s8gkfzbkM46iaSG4erqyq+//sr27dt5+OGHCQsLw8XFBUdHR0JCQhg5ciQ//PADzz///C3vdXZ2ZvXq1fz111+MGTOGoKAgHB0dqVWrFl26dGHOnDlERUXRrl07s34GtVrN5s2bef3112nbti3u7u4mS1j86quvcvz4cWbMmEHDhg1xcXHBzc2N5s2b85///IfIyEgmT55skm3923BwcOD3339n2bJl9OzZEy8vL1xdXWnevDmvvvoqR48epUGDBtbuZrWYMGECkZGRvPHGG3Tr1g0fHx/s7e1xc3OjadOmTJkyhe3bt7Ny5UocHR2t3V2JRCKR1GDkGO7OyDGc+TDVGK5Zs2YcO3aMxx9/nHr16uHo6Ii/vz9Dhgxh/fr1ZQ5JiURiPCrF0OkPiUQikUgkEolEIpFIJBKJRGJSpLNOIpFIJBKJRCKRSCQSiUQisRGkWCeRSCQSiUQikUgkEolEIpHYCFKsk0gkEolEIpFIJBKJRCKRSGwEKdZJJBKJRCKRSCQSiUQikUgkNoIU6yQSiUQikUgkEolEIpFIJBIbQYp1EolEIpFIJBKJRCKRSCQSiY0gxTqJRCKRSCQSiUQikUgkEonERpBinUQikUgkEolEIpFIJBKJRGIjSLFOIpFIJBKJRCKRSCQSiUQisRGkWCeRSCQSiUQikUgkEolEIpHYCFKsk0gkEolEIpFIJBKJRCKRSGwEKdZJJBKJRCKRSCQSiUQikUgkNoIU6yQSiUQikUgkEolEIpFIJBIbQYp1EolEIpFIJBKJRCKRSCQSiY0gxTqJRCKRSCQSiUQikUgkEonERpBinUQikUgkEolEIpFIJBKJRGIjSLFOIpFIJBKJRCKRSCQSiUQisRGkWCeRSCQSiUQikUgkEolEIpHYCFKsk0gkEolEIpFIJBKJRCKRSGwEKdZJJBKJRCKRSCQSiUQikUgkNoIU6yQSiUQikUgkEolEIpFIJBIbQYp1EolEIpFIJBKJRCKRSCQSiY0gxTqJRCKRSCQSiUQikUgkEonERpBinUQikUgkEolEIpFIJBKJRGIjSLFOIpFIJBKJRCKRSCQSiUQisRGkWCeRSCQSiUQikUgkEolEIpHYCFKsk0gkEolEIpFIJBKJRCKRSGwEKdZJJBKJRCKRSCQSiUQikUgkNoIU6yQSiUQikUgkEolEIpFIJBIbQYp1EolEIpFIJBKJRCKRSCQSiY0gxTqJRCKRSCQSiUQikUgkEonERpBinUQikUgkEolEIpFIJBKJRGIjSLFOIpFIJBKJRCKRSCQSiUQisRGkWGckGq2OP47HoSiKtbsikUgkEolEIpFIJBKJRCKp4agUqTIZzPnEbD7ZFMW2yGR6N/Fn8bROqFQqa3dLIpFIJBKJRCKRSCQSiURSQ5FinYGsOHiN1/48TcVvr663C22CvWgS6MGU7vXxdnFArZbinUQikUgMZ0dkMoUlWro39GP5wauMDQ8mwNPZ2t2SSCQSiUQikUgkZkKKdQZwJj6LEV/vBWBA8wByCjWciM2kSKO7YT07tYoejfwY2zGYoa3qYCeFO4lEIpFUg7iMfHp8uAOAR+4JY+G+K7g72TO6fV3uaxdE+9Ba8toikUgkEolEIpH8w5BinQH8fPga//39NJ3r+/DzrK6oVCoKirVEXE7jZFwmPx28RkpO0Q3vGdGmDl882A57O5kmUCKRSCSVk1ekITYjn7j0AvZeSmXx/hgA1CpY+kgXPvw7ktPxWWXrtwn2YukjnfF2dbRSjyUSiUQikUgkEompsbd2B2oiGfklAATXcinLUefiaEffZgH0bRbAf/o3prBER3xmAX8cj2Pe7susO5XI0asZPNO/MYNaBOLqaI+Lo501P4ZEYjbWnIjnsy0XuKeRH+5O9jjZq/Fzd2JMh7p4ODtYu3sSiU1xJj6LN9ec4UpqXtn1pSKNAtx5qm8jejT2o2uD7mw9n8wvR2LZHpnMqbgsdkalMKp9XSv0XCKRSCQSiUQikZgD6awzgDkbz/PDrss8ck8Yb45scdf1t55L4omfjlGsLQ+TdbRTM3tQE2b1aiCLUkhqLFn5JSTlFKIrPY0oCkRcTuP/1p1DV8mZpU2wF2/f2xJXRzv83J3wc3eycI8lEtsiOaeQRxcfucEt5+XiQIiPCyG1XHkgPJj+zQNvfV92IZ3f3wbAvpf7UdfbxWJ9lkgkEolEIpFIJOZFOusMIDNPOB9quVbNITSgRSC7XurDn8cTWLD3Cqm5RRRrdXywMZLDV9J5un9j2oV4m7HHEolpScstYsbSIxy7lnnbdZrX8aRfM39KtAqFJVrWnkzgVFwWY77dD4iwvold6vH2vS1lzi3Jvw6dTuH3Y3G89ddZ8ou1ACyY0pFOYT543sZ9qigKF5NzyS/WsvF0IgBNAt2lUCeRSCQSicR6KApI84lEYnKkWGcAKbkiH523W9VzBNXxcuHxPg15rHcDFAWWRVzl3fXn2BaZzK4LKXz9UHuGtq5jri5LJEaz+lgcyyOuolUgJjWPrAIhWnu5OOBgV36BdnG0Y2KXeszs2eCGasiTutbj/9ad43xiNlqdQkZ+CcsirrLtfBL+Hk43OEx93Rx5eWgzGgd6WO4DSiRm5mpaHqsOx3I5JZcz8dnEZxYAQnB7e2RLujfyu+17FUVhxtIjbD2ffMPzYX5uZu2zRCKRSCQSyW3R6eDnidCwH3SaLkU7icSEyDDYapKaW0TX97eh0SksmtqJvs0CDG4r6noOczaeZ2dUCvZqFV+Ob8/wNlKwk9geOp1Cq7c3lTmAAOp6u7D00c409Hc3qM21JxN4/peTN4SHV8TD2Z6ZPRvQo7Ef7UNrGbQNicQQNp+9zvHYTAAa+bszpkPd26YrOJeQzaaz19HodKhVKga3rE2rul43rFOs0fHZlgv8sDuam6+4E7qE8tbIFjjZ3zmH6aXkXAZ8tgsQx569nYrw0Fq8OKQpdbyks04ikUgkEokJybwG+WkQ1P7O6+36GHa8K5Zbj4VR34Od9ANJJKZAinXV5NCVdMb9cABPZ3uOvznI6PA9rU7hhV9P8sfxeADah3ozoHkgj/YIw9lBFqCQ2AYbTifyxE/HAPhyfDsCPJxpH+pt9D6allvElVKXnv5MpADzdkdzOCajbL0/n7xHhopLLMKvR2J58bdTNzw3rHVtXhnanBAf1xuev5qWx6DPd1OkKRec7dQq7m0bRB0vZ3zcHEnOKWLr+SQup+QB0KuJPwOaB+DiYEfXBr63tHk7zsRnMeLrvahUsHV2b4NFcolEIpFIJJLbknoRtr4NURtA0UH7h8HVRwhxtVuLkNe4w3BlF3jXhz9mivX0TPodGg2wVu8lkn8UUqyrJutOJfDUiuM0DfRg03O9TNKmVqfw7vpzLI+4SolW/BwOdiqeHdCEbg19aVPXC3s7NTqdckNYoURiCS4k5TDiq70Ua3VM6BLK+6Nbm32bhSVavt5+kbk7ogH4v/ta8nC3+mbfrkTyzMrj/HUygRAfF3o08ufnw9fQKeBor2ZseDBhfm4ciE4jOiWXmLR8QLw2oXMo19Lz2R6ZXGm7tVwdmDOmDUNa1TaoX/nFGnp+uIO0vGIA2gZ78XifRga3J5FIbiIvFba8Bf1eg9hDoGi5xQqr54bn9csqCO0C3qHm7qlEIpGYh4tb4LdHoCi78tf9mkJeMhRk3Ph8+0lg7wyH50NgKxi7BPwamb+/Esk/HCnWVZMhX+wm8noOs3o14JVhzU3adnJ2IauPx/P9rmgy80vKnm9W24O63i7sj07jgfBg/ju0Ge5O0l4ssQxLD8Tw5pqzNPR3Y/NzvS1aDOKjvyP5dmc0zg5qVs3sJt11ErOjF+v01b73Xkzl481RnCwNi70ZV0c75k/pSPeGfiiKws4LKZyKzSIjv5i0vGI8nO0JD63FwJaBty0cUVXOxGfx4m+nOJ8oBtFqFex+qS/BtarmzpNIJDehKYbzf0FeCuyYA0VZd3/PnVDbC/dJYCuwc4Qmg6BWfZN0VSKRSEyGokBKJBTlQkBziD8Kx5fDmd+ESy60O4z4HC5ugpQL4hx5cVPlbfk0hMf2QnYCzO8PhZniuWeOWfQjSST/RKRYV0UURWHx/hj+t/YcAHte6lvl8KXqUlii5dcjsaw6HMvF5FyKNTfm9Gpex5N5D4ebbfsSiZ70vGLGfr+f6JQ8JnUN5d1R5nfVVaSwRMsjiw+zPzqNkW2D+Pqhu+TNkEiMZEdUMtMWHcbV0Y79L/fD29URRVHYdymNnw5eJbdIQ/eGfnQI9cbL1YEgbxejRbiqcjkll3E/HCA1V7jrPJzs2TK7N7W9nC2y/Tuh0er4dMsFpnWvT4CnMzuikknPLUalErmmVahuyDnt7+FE1zBf6RaXWAetBk6tgkPzIPHkra97hdwospXtvKpKnit9Pj8Vrp++sR1HdwifCuHTpMtEIpFYl7Ro2PgSOLhC4gmRk64yOkyGYZ+C/U2FFC/vhPQrUKctBLaEyHVC4Bv2Cfg2FOtci4CFg8EtAF68aM5PI5H8K5BiXRX5ZFMU3+y4BMATfRry0pBmFtluRl4xvx6NJTGrEEWBdacSSS2tRvt4n4b810L9kPw7efHXk/x6NI4ADyd+f7y7VQTi1cfimP3LSbxcHNj1Yh+8XatehVkiqS6KojD4i91cSMplzpjWPNTZNkLaCku09P90F/GZBTT0d2NMh2DuaxdkdVedoihcS8/nk80XWHsygWa1PVj3dA/G/nCA49cy7/jeEW3q8MKgptSXFW3/GRRmw+Ud0GyEuAlUdOV/KjvwaQBqtbV7CSdWwqEfIOG4+N/BFZoMARdvCOoAaZeg+zPg5lv9tk/+LL4DnRZSzpeLdw5uIkysx3PgKQuJ2Tya4luFComkprNuNhxZUP6/2qH0HK0F90BoPAg6ToO64YZvI/YQLBgoJjv+U8lEiEQiqRYylrIKZBWUMG/PZQCeHdCY//RvbLFt13JzZGavhmX/P3JPGDOXHSHyeg7f7YymdxN/ujYwYEApkdwFRVE4HJMOwBsjWljNydmriT9+7k6k5hbx8IJDLJ/eBS8XyziZJLdHp1N4Z905OtX3oUM9b1YcvHGG1tFOjYujHf4eTgxuWbvGFMxRFOECAyi5TaViazB/z2XiMwtwdlDz86xu+Lk7WbtLZOQV88iSw2WinD7Xqr2dmnYh3jeka1AUUFBQFNApCoeupLPuVCLrTiXSp6k/307sgKujHJLUSHQ6iD0okozfzqkBENga7vkPeNQGl1rCmXGbKstmIyse/nxMLKvtoc2D0OUxqNPGNO23fVD8AWiK4MgiOLpIhJsd+kHcFA//1DTbkpiH9CuwbDQ0Gy5+Nz1+TaDT9HIH0b+dnOuQkygqhWqKxJ+zp7V7JakMrQZOroCzf4j/Q7tD96egQR9QqaEoB9wDTLMtnUY8ZsTAl22FaDd+JTjKaDCJxBCks64KRKfk0v/TXbg52nHmf4NRWXpweROKojBj6RG2nk+mc5gPv8zqZtX+3IncIg1ujnZW/84kVSe3SMOG04nsjEpmw+nrqFWw44U+1PO1nvvlQlIO4+dFkJ5XTEN/N6Z2r8+glrUJ9LR++N+/DZ1OiLjz915hy7kkHO3VfDW+PY8tP3rb93QO82HR1E641YBcm3+fSeSx5cdwtFez+8W+NhFiCnDvN3s5FZdllnyp1SU+s4BXV59m14UUQIh0wbVceWNEc/o1C6xSG3+fSeSjv6O4kpaHokDXBj4smFIz9hEJQn1NOAa5yXDoR4jeduPragdwcCmNgVZDQSblhRhKqd8T+r4KIV0t47jTFMOqh+DSVvH/zF0Q1M782y0pgOX3w9V94v8Wo2Dg/2QuO1sk/QosGQlZsZW/bu8CjfpDv9dFnq9/G4oCyedFyPeSkeK5oPaQegmKc8T/bgHQeQbU7yEEcRcfGQJubXZ/DNvfFcs+DWDWHnAyU0V5TTEsGHBjeoHH9kHtVubZnkTyD0eKdVVAL9Z5uThw8q1B1u4OAKfiMrn3m32oVXDunSE26VpJzS2i10c7yC/W0qquJypUtKrryRsjWkgHhQ0zd8clPt4UVfb/WyNbMO2eMCv2SHAuIZsJ8yPKiq+0DPJk/TM9rdyrfxe5RRqmLzlMxGXhuLRTq/hkbBs61fdh/p4rZespikKxVkdekZYdkcnkFGloG+zFZw+2o4Gfm02L948vP8rGM9dpEujO5ud6W7s7AKw5Ec9/Vp0A4IeHwxnc0noVYK+l5fPgvAMkZhUCEOLjwqKpnWgU4GFQe0evZjBl4SFyizSE16vFommdLJYDUGIAigIxe2Dfl+Wil56QLuDmD9pi4R6rWBU1OxH+/i+kXxYOnPTL5Q6MRgOF465+D/M67db+B44uFhULJ/4GYRa8fmhLYNUEuLhZ/O9RBx7+EwL+galMNEXi85pLDDAluSmw6wNIOguaQkiJgpJ88G0Mo7+H1NKcW9piOLJQ5PkCUTykdhuRu6vnbPAKttpHsAiJpyD5HFzYBGdXV//9dTsKAc+3kQixtOExwD+SrW/D3s/F8itx4GTY9brKaEsgcj38OkWkQHg1ARxsY+JTIqlpSLGuCtiiWKcoCuHvbiU9r5i1T/WgdbCXtbtE5PVsvt8ZTVZBCToFLiXnEp9ZcMt69X1dCfV1I9DDiWf6N5aFMmyMC0k5DPp8NwBBXs7sf6W/lXtUTtT1HJ7/9QRn4rNxdbTj0GsDZGVkC5FbpGHaokMcjsnAyV5N2xBvZvVqQP/md3ZSnYrLZMrCQ2SUiqyNA9xZMKUTob62edx/vyuaDzZG2sy+n5FXTJf3t1Gs1dGzsR9zJ3awmpgVm57P+HkRxGcW0CjAnc/HtaNFkKfRFaJPxGYyecFBsgs11PZ05v7wuky7J8wmQn0lFYg9BLs+gktbxP92jqLqqasv9H4JQjpXva2kc7DljRsFv+YjYcx889zUKQp8EApF2fDAQmh1v+m3cTd0Wri4Bba8CalR4vtr2B/u/cp0IWjWRlME75Z+lrYTRDVJB+fyxPY5SdBlFnR42Lr9LMyGTa/CyVWgK7nxtcBWMOl3Ea5dEW0JXPgbdrwvhCs9nnVhytp/ZnhswnE4MBdO/1r+nMpOuEJdfQAVFKSLPJV1O8Dxn0QOtIIM8bxOC9nx5cI8iPyQ3Z6yrFj+byT2MOz/EuKPQW6S+A26PAZDP7TM9qN3wLJRMnedRGIkUqyrArYo1gFM+DGC/dFpDGtdm6/Gt8fezjqJm0/EZvJTxFXWnEy4pXKth7M9swc2ob6fG9kFJby55ixZBeUDI2cHNX2aBODqZIenswMj2tShY30fS38Ek7D7QgoXk3PxcnGgoEQLlNeNC/VxpXtDX/ZcSqVdsDe13Gw3cfG1tHx6fbwDgDEd6vLZuHbW7dBNFJZo6fHhDlJzi+jawIcV07vKipJmpFij4+XfT7H+dCJFGh0ezvYsf7QLbUO8q9zGpeQcHl9+jIvJuQA42atpEeTJ/93XilZ1rT/RUJFLyTkM+Gy3zZzvT8dlMfKbvfi5O3Ho1f5W29cTMgt4cN4BYtMLaODnxqqZXQkwYRj6uYRsHl5wkLQ8Uem2nq8rK2d0JcjbxWTbkBjB3i9g61tiWWUHTYdC/zfBv6lx7cYfg10fCscOisil1O0JaDrctKGx+enwUalD/KUrpUKDlchPFy67awfE/76NhMvOO8R6faoOZ1bD/q+gOF/k4NNpRN5CbRHkpYrn9Di6g7NXuVigJ6yXeBzwtnHJ7A1BUWDR0PLv36OOCGt19RVuUP/md973tBqIOww5CbBjDqSVuu+ajYDhn4FH1VIB2DRJZ2HPZ3Dmd8rC1+vdI46bTtNFrrOqkhYN+74Qj9cOCDEPoMdscQ6RLjvzsGAwxEaU/+/sDTN3go+FImWyE+Cz0lDx2efBM8gy25VIqoK2RJyL7G1/UtgiYl12YQlpucX4ezjVSBeMrYp1ey+mMm3xIUq0Ch890IZxHS0/0Nt6LoknVhwrE+k61a/FmA7BONipcbBT0bOxPz4VhKnknEIOXk6noFjL/L2XuZCUe0N7KhVM7lqP/s0D6dXE36KfxRh2X0hh+tIjt4iVFQnzc+NKah7BtVz4dGxbPF0cUKtUuDnZWb2iY0Xe33Ceebsv07yOJ7/M6oqHDYaknYrLZMy3+9HoFNY93cPmBJ9/Ejsik5m2+DAAtT2dmTc5nDbB3ga1lZRdyJSFh4i8LnLbeDjbs/SRzrQPrWWq7hqNXhxzd7LnzP8GW7s7Zd+/NcO+r2cV8uC8A1xNy6e+ryurZnYzSy6/+MwC1p9KYOmBq8RlFBDq48pvj3cjwEOGz1gNRYFt/ysPoarfUzgzAluadjsxe+GnsSIEEaDFfTB2ielu5H+dJsL3fBrAU0etX5VWUUSev7XPivxoXiHw4DKo0852xYvIDbDtHVHl9m60LQ35zU8tf65uRyEUVHRptRgF45aYvKt3JP4Y/NhXLI/6Dprfa3jIbm4KLL233Gnn2xge31cjbgArJScJtr8Dp38TYcEgwtR7PAf17zG+/WsRcOAbOL9W/F+3I9zzjDjeJaZFH/bv6A5PRIhqr5aucDx/IMQdEpMv43+y3XOb5N+FTgvvlE7YDf1IuL1tGIuIdXoHmJ1aRcQr/fH3qFkXMVsV6wA+/DuS73ZG08DfjQ3P9LRo7rq1JxN49ucTaHUK7UO9mdytHsNbB+FoX7VBcG6Rhq3nksguLKGgWMuRqxlsOZdU9vrkbvUY1b4uHWzoRr4ydl1IYUapUDegeSCeLvYUFGvRH1lFGi07olLu2Ma4jsHMGdPG6HAyU/D2X2dZvD+GPk39WTilk8261kZ8vYcz8dksmtaJvk3/ISFENkZOYQljvz9A5PUcans6s+OFPrg4GneO0Wh1HLuWyXvrz3EyLgs3RzsWTetM5zDbcNR+ujmKr7dfomdjP5Y92sXa3eHXI7G8+NspejXxZ+kj1QgzNBHJ2YU8OC+CK6l5hPi48PPMbmZ3uyVkFjB+XgTX0vMZ3roOcyd2MOv2JLdBUeDvV+Dgd+L/Af+DHs+ab3spUSIX3slVwp01ZW25A8tYPm8NWdesFwJ7O7LiYOl9kHZJ/N96HNz/o3X7VBGdFqI2wIaXhJNMT5vx0H6iKCSitiv9cwA3P5G30M4BivPKc77ZO4FfU3GzfuAb2Px6eVvO3jB1vWUS0OemiMIIKeeFo2/GduPb1JYIYfK3R0FTAONXiEqyNY2UC/DT/eUVnYM7CcdhdVx0VeXwfLFP6V2YD/4EzUeYfjv/ZuKOwvx+Yvn1FMsLdQBxR4SLVVssf2OJ7XAtAhaWTsarHWDgO9B5JtjZpqHMIlOLF5KEi0KrU+j36U4OXUm3xGb/FUzvEYajnZrLKXl8ujmK/GLN3d9kJEnZhXy3M5r/rDqOVqcwun1dfp3VjdHtg6ss1AG4O9kzqn1dJnerz6zeDZn3cDgf3d+GgS1ECMHSA1cZ8+1+3l13DluN1q4o1A1sEci3Ezvw2bh2fDcpnO8fFn+LpnXmk7FtaR/qzZfj29G7iT+Bnk74ezjh5+6IWgW/HImj1VubeGTxYbLyS+6+YTMysq2wqu+MSuGzLRes2pc7oSoNMs4usO739U8lr0jDI4sPE3k9B183R1bM6GK0UAdgb6emc5gPK2Z0pVsDX/KKtUxZeIh9l1Lv/mYzoygKuy+KfgxqYRuhTMk5RQD4WyF/W0pOEQ/9KIS6ut4uFgtLDfJ24dVhIvF+xOU0i1zXJDdxs1A34nPzCnUgQmpHfStCbEHkxyspNE3beseev41V8PQKhmkbRfgvwNk/wFbGO3FH4Ys28POkcqGuw2R44SKM+UEIqfW6iVyFdcOhThsR6mZX6sZ3dBPVdoPaicqparUQ67o/DW9lQp9XxHqFmbDnE8t87l+nCqHOow6MnmeaNu0chDinF7U2vSpCZWsSyZGweJgQ6rzrCVF72t/mEepAhNI+cQCalB7rez+znf3+n0JmjHj0a2odoQ4guKM43kFcT0puzWMusRFq2jnLEE7/Bj/0LhfqQOQs3fQK/J8vLB4hJgsLs6zXx0qwiFjXvaFf2XJOoYb/rT2LTidPyqbA192JaffUB+DHPVd4c81Zs24vObuQnh/t4MO/I9EpMDY8mE/HtjVJvjyVSsW4TiH8OLkjn4xtS49GYr+Zv/cK/1trG4KdRqvjs81RTPgxgvHzDpQJdYNaBDJ3QofbipUPhAfzxxP3cF+7uix5pDMHXx3A4dcGcOT1gXw7sQMuDnYUlGjZHpnM8K/38MzK41xKzq20LXNTr0Li/+vZJrpRMgMdQr0BeG/9eWJS86zbmX8g83Zf5nBMBh5O9ix5pDMN/E1b2c/NyZ5F0zrRq4k/BSVa/rPqOBrt7cPILUHE5XROxmbiaK+2asXVilwsnexq4O9m0e0WabRMnB9BdEoeQV7OrJrZ1aLh+t0a+OHpbE9aXjHP//LvSU6dnlfM9Swrn3dvFupGfgUdH7Hc9vu8Ag6uoursn4+Z5iZeK3Ih2mR4onsATPxFLOtKRD40a1JSAMeXw5IRkB0nnmv/sMj1d+/XpimGoVJBn5dhTKmL8OwfsPtj49u9E2nRcHWvWH74T/BrZNr2R34pHjNiINoEjj1LkRwpfuu8FFHhdsZ24T41t8vEvykMfk8UWok/KvYBiemI+ls8Nh1i3X70fB48g4Wz+aexovBETWbHHDj1i7V7YRp0OuGezooTYtXbXuI3WvuscEVXvPZqNTVfUD/9a3lFb4868PQx4SDWE7MH/pgl8j3aEBYR69xK89Q9EB6Mh5M9ZxOy2Xo+6S7vsh0cS4WoghKtTYqMzw9qSsd6IlR03akELqeYT+TZcj6pLC/ba8Oa8+H9bcwSJvlAeDDLp3dhzpjWACzeH8MLv54ip9B6LiqNVsdzv5zkq+2X2B+dRsTldIo1Oga3DOSbOwh1d2NIqzoceX0Avz7WDT93R+IyCvjrZAKj5+7j402RnE2wrMK/POIqICrBPjewiUW3XR1eGtKMpoEeJOcUMX5ehBTsTIiiKGUh6Y/1aWi2nIDODnbMe1gkF0/NLebYtUyzbKcqKIrC19tFyNaDHUNMWjzBGPRFORoHmFYsvRsRl9PLcoqumNHV4lW7vVwd+G6S2Dc2nrlOiZWFXGOJTc8n4nLabSedNFodi/ddocP/baHrnG28v6EKecHMgaZY5DqqKNSFT7FsH2q3ggmlN0Nn/xDJ7v/pOHlAmwfF8opxQkCxBtci4POWsOZJ4UZs2F+IdPd9Y56iHG3GwZAPxPKO9+DgD6bfBkBuMqwcL5ZDu0FAM9NvwyMQ2k8Sy2ueEGGltkxxvghHXTi4XKibvEaEMlsK34YQPk0sb39X9Kkmoy0pDyO2aj805VW7m1hZrHN0g2EfgUotxJDl98PFrXd/n6VJvXh3IfHYMtj1AayeISol1zRSouDcX6JI0C9ThED3jo845+u5uBmOLoJvOsL/vOHLtvB9T7HuR2HmO0dbgorpCUb/IM4/D/8pIgc6zyx/LeU8rHgQdn4ofuesOIt3tSIWEeu6lOYi2nMxhdEd6gLwxpozJGSW22GLNTqbDXWp4+WMvVpFsUZXFpJkSzjaq/n1sW60qONJYYmO9zdEmsWFFpOax/+tE0l0n+rbiBm9Gpg9n9lDnUP5ZGxb1Cr4/Vgcrd/ezCurT1vcgaPR6pj9y0nWnkzAwU7F68Ob882E9ix/tAvfTgw3WKjT4+ZkT6f6Pmx+rjdfP9SeNsFe5BRpmLsjmlFz992Qy8/c6Kv1jmpfl7o2XInRzcme5dO70DjAnevZhcxcdsQm3Jc1HUVR+N/ac5xLzEalgl6NzVvoxdnBjs6lFaCfXnmMaDNONtyOS8m5PLzgEPuj07BXq5jVu4HF+1AZWp1S5rBtEuhhse1mF5bw2eYoAAa2CKS+n2VdfXo6h/mUFaV6Z+05q/TBFPx5PJ7+n+1i/LwIHlt+9JbXS7Q6/rPqBG9b+zNe3ALfhMOxJYDKOkKdnrCeQlQB2DnHdO3achjWsI8hqAMUZNyY080SFOXCkUUif15+mniu80yY8LP5K+d2fbw8JHbjS3Bipem38fPDkHpBOHxGf2/69vUM/Qhqtxbi1+Lh1hNd74ROJ8LBvu8B658XYcjBnYRQZ40qyfc8A65+kB4Nfz1le+6d1Euw8wPxeCeun4H/84MvWt99XXOi04mwvoIMcKkFwZbPdXsLzYbDY3tFoQlFK/qns6EJuJIC+LYrLBsFibdx8l/eKfZPPUHtLdEz49EUw/6vYdlomNsZfnkYfpsG5/4sr8ysp/U4sL/pvi8jBq6fEssFGeIcvXICXD1gW7/hzVTWtw6TRREngJTSc7OTu4gcGPaxeF3Phb9h5/swr48QMxcMgr1fiBDZS1vLnasWwCKZ9Ia2rs2cjU4kZRfh7eJAk0B3LiTl8tJvp3iqXyO+2X6JI1fT0WgV5k7sUKXwI51OYVnEVa6m5fPa8OZmTcxvb6cmuJYLMWn5XE7NNUsVPGNRqVS8OKQpjyw+zNbzSXyyOYoXB5t25vCvkwkUluhoVtuDZwc0Nmnbd+KB8GBcHOx4/c/TZOSXsPLQNfKLNSYLv60K608n8tfJBOzVKuZO6MAgM4XI+bg5MrJtEH2a+vPTwWtsOnud49cyeXz5Uf5vVCvuaxeEq6N5D1v9OKkmFG3y93BiwZRO9Pp4BxeSctEpYFcD+m3LfPh3FIv3x4jl+9vQOtj8lXbnTuzAxPkRXEjK5b5v9vFAeDAPdQ6laW3zC1QlWh2TFxwkIasQlQr+b1Qrm6nOHJueT5FGh5O92mLOtuzCEh5ecIiTcVl4uzrw8lAzOFCqiIOdmvdGt+I/q06wLOIqM3s1sLjDz1DyizUcvZrBmhMJ/Ha0fFZ2R1QKiqKgKj3BXkrOYcrCw8RXmLxsXsfTotdYQJz41z8vXCFqB1G5r4mVQ0F8GsC1AxC5zvi2AlvBtf2w9S2Y+JttXuCcvWDYJyIpfPQ2ERpYN9z8271+RtzI5SWL/5sOg/sXgKMFj7Xe/4WCTOHoXPOkyIfnVdc0bWcnQmyEWH5wKdSqb5p2K8PRDR5eA8vug+unRXjp5L8gsIX5tlldzv0Bvz8qlp29oeM0IZZaK0TcKxjGLRXf1ZnfocMUaNDbOn3RoyhCnLm0FQ5+DzqNKH7T9iERtpubJFxKihYcXMDVV6yr5+QK6P+mdfq98UXhmATo+oTtJM0PbCmE8s9bCuH83B+2UeynpEC4/XSlhqHt74lzX6360O8N4Qi8tBV+qSDkuAeK4zvxlLhOBTQX5++K1xVNkdhHEk9Cw36mO59VB02RcNBd2Fj+nE8DEQLq6CZcraFdxfPO3iKvqE4nPkdBBuSlwv6vhGO0+9Nw/i/Y9SFErRd/Tp5iUie4k/h9vUMs/xlvx6IhEHsQHD1EJeuWo4UApw+D1Rc/qkijgXBs6Y3PeQRBTqJoK/agGEOA2C9mRwpHtZmxyBHsZG/HU30b8caas2yPSuabCR0Y8sVu9l5KZe9NScVPxGbeVazT6RRe+v1U2QB4eJs6hNczb8XQ1sHexKTls/Vc8g05+GyJvk0D+L/7WvH6n2eYuyMaD2cHHuvd0CRtX0nN49udYqZoSKvaFhPJ9AxvU4fhberw95lEnlpxnDUnElABn45rZ5EKqseuZgBwb7sgswl1FdH/dtN7hPH8rydZcyKBV1af5s01Z3h2QBOe7GviXCuVoC/gYOt4uzmULWt0OuzUlquI/E8jI6+YH3ZHA/D+6NaM62iZC6+/hxMrZ3Rl0oJDnE/MZvH+GFYeusaCKZ3o0di859vM/BISSnOE/fZYd7NfS6rDrguiinTLIE+LnOcKirVMXnCIk7GZeLs6sGJ6VxqaOFdhdbmvXV0+33KBmLR85u2+zP+NskDFSCPIzC9m0b4YFu67Qk7hrdECEzqHolKpUBSFdacSeXPNGTIqFBV6YVATnupnYaEOxMx7pkiBwIxtUKet5ftwM7oK39+OOdD3FcPbGvE5zOstbrr2fAK9XjS+f+agbgcRehq9DXa8D5N+N+/2rp+BpfcKN52DG3SeDv3etPwNvkoFg98XwmxWrNgXTXVzu+YJ8Vi7jXAumhs3XyHQLb1POFKWjIRR30Gj/qJqrjUpzofdn4pljzoiP51nkHX7BOJmutFAuLhJHJ9hvawnqGdeg/UviL5UpCQfjiyoWht7PoVTv4J3KPT5r+mqWt+Ni5vLhbqmw6HLY5bZblVx9hQupn1fwOqZIl9am3HW7dP+r+HqvvL/K/7uez8Ht4DyiQw9uUnCmVoRlZ1wprrUEu6r3AoRUT4N4MnDlj2vXtoKm14TDjJ7ZyG2BXeGxgPvfGypS+/vXX3E333flL9Wu5UQ9w7MhZi9UJQtjlc9fV4REy/WngxTFCGsARTnCJHuwk1OuMaDbn1f06FCWNXnHO08UzjushMgcj1EfCccwCBciZHroNOj5vscpVhsr+nawBeAKyl5NPBz4/3RrflsywVyCjXU83Ul8rpIop1aGmZaWKLl0JV0rmcVklOk4XJKLtmFGgI9nNh7KbVsfbBMlbz2Id6sPZlAYpYNh1AAk7rWI6dQw4d/R/LBxkjcneyZ1LWe0e1uPZdEYYmOVnU9ebyPaQRAQxjSqg7fTFDx1Ipj/HkiAbVKxcdj25r1RnbD6USWHBA3MT3NLBzcjL2dms/GtcPP3YllEVcp1uj4eJOo+vvCoKZl7gxToiu11llAGzAJdhW+A2Md2VqdglqFWb7XmsCaE/EoCrg52jGhS6hFt+3r7sSqmV357Wgcm85c51BMOo8uOcycMa3p3ywQL1eHuzdiAApif1epsCmhDsQkCViuXx9sPM+JCkJdiyBPi2z3bjzepyH//f00yyKuElzLhVkmmoQyFTGpefyw+zJHYtK5nJqHtjS3bW1PZ3o38SfU15WPN0WhUsHsQU04n5jNG3+e4UjpJFBFlkdc44HwEMs6+HW68pvQAW/bhlAHYuB/6mexvOdTUZDA0HNzQDMY9C5seEHkxlI7mL+6rSGoVOJmJ3qbyJ90LaLc+WBKinLh7GrY+rYQ6oLai9w9Lt6m31ZVUavBzV+IdceXizBoY6/F6VfKb7xGfmG5m0hXHxFWqg+rWzFWVCKe9Lt1HDZ6ItdD8llRwGX6NtsQ6vT0+a8QSq7shrRL4GfhSYuseDjxk8idqKfJUKjfA9pNEOJE3CFQ2wsnnV8T4arLTxO/sUdpJeSNL4mCNlnXxN+yCJixQ1RLNje5FUSlqPUix1hoNxgyR4Rn2wK9XoDkc0JYXPOk+B6D2lmnL1nxQpADGPiOyFGmLRaFfvTkJQuxq91EcW7e+rZwPWcngE+YOF8VZAiXZV6K+LuZ9MtC1Eq9KMSytuPN+7lOrIA/nwAUcaw/tMp0btWG/cSfVgMnlouQ+rxUkedt5xzxfTYbAcM/tdz1pDBLXC/zUoQw6l3h/mX8SiHGXtwixjbtJohcdd6V3OPYOcCk1SJEOC0auj0pnvcMgs4zhOs35by4Ph2aB3+/LArl1O9xa1smxGJiXZifG14uDmQVlHAmIZvxnUN5sJNwbahUKqYuOsTOqBR+PRrHidhMMvJLSM29e3644FouhPqa36rv6SJuFPdeSiW/WGP2UERjeLxPQ3IKS/h2ZzRvrDmDh7M997UzbnCgz2PWuq43TvbWnRkc0qo230xoz5MrjrP6eDxODmrmjDHfRfCvEwmAyJ83ysjv0RDs1CreGNGCN0a04Idd0czZGMncHdHsu5TG4Ja1ebRHmNE58ypSli6khghWFYVajU4HGLZ/5hSW0PrtzQD8/ni5w0qj1fHNjktcTctnSvf6tAvxNrbLNklydiHvrhdJ7R/pEWaVPni5OPBojzAmdQ3lyZ+OsfV8MrN/OYmzg5rNz/Y2y7n+RGlRCxcH23NkejiL68zVNPMn3dZodWw9Lwb6/x3SzGaEOoAHO4WSllfMR39HMWdjJK3qenFPI8s73AtLtHy17SJ/Ho/HwV5N89qe5BVr2B+dVibQgQhjfbpfI4a0rI1areLXI7GAOLe2KT3HgDjFju8UyvSeYfT/dBcgKnDHZeRbVqzb94XIS2PnCG0nWG67d8MnTAz6I9eJm6f8NOOS33eeIdrYOUeEsvg3FTPptkZIZ5EU/sLfIvTOHGLd2mdEyCHYhlCnp9/r8NMDQjTxa2K8oPrn4+IxsDXUsXCOKb1gt3qWEKFSzsPCITBtfeU3iuampAC2vyOW202wrmhYGXXDwStEiB9F2Zbbrk4H+78U4Y8VRZpHNt147LW4V/xVRsvR5cu124hjyytYnLuu7hP5rsYtMX9qgfaThLBwYZMoMJF+WRR12Pq2+V26VcXJAx76GVZNEOGZ+76EsYsst/2c6yJ8NSVShHWW5ENIV+j+DDQfKYS5lEhY85RwyfWcDY0Hi9xmAKO/u7XNkkIoSIf8dPHo5AFeoeXh8FCee/XMb0JArWW8kaZSzv4pRFAUsV/2eRX8zVAs0M4ewqeKP4DDC2DTq6ApFJ8x4RgM/RgaDzD9tkGIhX/MLL+OVcS+dPwU3BmaDRN/g9+7db3KUKluPJ5vaNdRCH6BrUrddutg5UNCjDd1dfGKmzVbyzdvyE6Np4s9WQUlZYPaiu6V5wY0YWeUUKP11e/8PZxoFeSJu7MDPq4O1PF2ISWnCH8PJ7Q6hY83RRGXUUBekaas4qy5GNqqNu+uP0dmfgmn4rLKnIK2youDm5JbpGHpgavM/uUkdbxc6BxmWOLYlJwiVhwS1Y383B1N2U2DGdKqDt88BI//dIyVh2J5cXAzfNzM0zd9FcJ2IV5Wd1zN6t0QV0c73lhzlhOxmZyIzWTT2etM7BLKiDZBuDgaLziUOY2Mbsky2FcQ67RGVGsuLCm35d3/3X66hPnQr1kA+6LT2F0ajvjH8Xia1fagob87A1oEMKJNEA4WDgk3F8euZaLRKTQKcGe2lasAO9nb8e3EcOZsPM+ifTEUlug4cDmVUF/T3+AsLXXN2pqrDiA+Qzi5j8dmmn1b76w7R3xmAY72avo1CzD79qrLE30acTYhm/WnEvn9aJzFxTpFUXhwXgQnK/wWFUXUvk39mdS1Hs3reBJ0U2Gefs0CCK7lQlzp72mnVtGrsR8vD21OqI8rczaWV371dXOkrSUnBLQaOLKwtKOvWyT/SrUYMkeEEmZeEzcgE342rr0+L4vZ98PzxZ8tinUqFXR7qjx0x9TuuvhjohogCKFuyrryG1Fr06g/DPlQ5N3a+pZI+G1o0YOMq+WhUOOWlId3WRKXWjDxF7H/Lh1VWkThGZj8p+X7Erle9MPeWdzA2yLq0nu5/HTzb0ung7SLIgzy+LIbX7tZqKsOweHiD8T55esOoCkQVZ5b3AfDPzNfxV2VShxDjfqL/+OOlubA3C5cd+42cm1Xq4UQf2GjEDy0JcLVZA6yE0VYvXsARG2EzW8IF5welR0M/UB8dz6lxcU8g2B2NQo+OTiDQ9CtTtVuT8O2d0BbJAS89Mvi+ZOrhJPU1GQniOukooM240X4vaXOe50eFSHNcUfg9+nis/50v/lCYwszRbV4PbXqg38zsf38VJHWocss025Tj9pO5HX9ppNwz8bs+WeIdQBpucWAGIzeTNsQb67MGcbGM9e5kppHizqedGvoi/Nt3A4bTieWLb/6x2k+GdvWrDfNbk72tA32ZteFFK6m5dm8WKdSqXh7ZEsuJuVy4HIab/91lvXP9DBIbFoecZX0vGJCfFyY0r2+6TtrIENb1ylza368KYr3R7cyuZgWl5HP6fgsgNvui5bm4W71aVXXi23nk5m/93KZaDdv92V+mtGFAA/jHBk1qcAE3OysM1ysc3a48fxx8Eo6B6/cOmCMvJ5D5PUc1p9O5Iddl5nYJZTxnUPvev4pLNHy1pqz/HUygQEtAvlqfDuri78V0Qudvm6ONtEvR3s1b41sSXxGAZvPJVWa/8sU6ENN91xM5dcjsYy1UJ6+qqAX3wc0N/8Ae8VBMSHz0f1tCPS0vSJKAL2b+LP+VCJrTibwYKcQuljwOqzRKcRnlItzi6d14rejcSRlF/Li4GZ3nAzzdXdi14t9ySvWUFSiw8lBjaezA4qi8OSKY2w4fR2AiV1CeWlIM8tNAOhnprNiRXLpdpMss93q4B0qwli+v0cIV4VZIpG3MbQcLYS6xFPiht0aIs7dqN9DFHqI2iBu7Ewl1iWeFKGZKBDaXYhG1ioscDu6zBRV+AoyhOtz4DuGtbPhhfJqh75WDp33DoUxPwrh5PIOSLlgHrfL7Yg/BmufFcvhU0VePVukbgfIuAIbXoSnj5n32FwyEq7uLf+/9Tjh7qvTxnTHm08YzD4P390jBIRza0Q47dCPxPFt7iIuweEQ0EKEncYdEQ4ja3PqF5GKQJ8j1d7M4415vW/MHwfgXU9MVAQ0F25Hc1R2LSkUIbR+jcTx51Dhtz74nenFuqw4+DpcONsc3IQAaelrm5MHNOwLj+0RIuXJlcJRqCmE/m+Z9sbSzQ8Gz4G/S7/H6dvFea2kQOzv/s3Ne3w5OIuQaRApJeKPiLDq8KnQcpRJN2Uxsa6gWEt+sVCyfW/jzlKpVAxrXadK7fVtGsDkbvVYHnGVNScS8Hd34tVhzVGbMdGWV2kobGJpMnJbR61W8fa9LRn8xW7OJWYTm15gUBiZ/iZ5WKs6+FkgP2B1eG14c1767RQrD13D2UHNmyNamFRoeP6XkyTnFNHAz42+NuQ2aR9ai/ahtRjSqjbLDlxlW2QSF5NzeWheBD/P6mbU76T/+hTDdS+LolKpUKtAp4jiM4bi4exA/2YBbIsUoYADWwTi7GCHvVpFPV9XHukRRkpOEZeSc9l6LokNpxOJvJ7DG2vO8tHfUYT5u+Hv7oSbkz12ahVqlQp7tYraXs7U83Xlmx2XuJwihKG1JxNoUefu+R91OoWr6fnU93U1u4CmtdEfvGltDzafS+LLbRfp3cSfxoGmrRC79NHOvP3XWfZcTOWdtecY0qo2Hs5mmuGtJul5YiBQ29PlLmsax/e7otHoFBzsVFWqxm4t7u8QzLbzSWw6m8TSiKsWFesc7NQ83a8xb/11lrYh3vRpGkCfplW/JtipVXg6O0CF+5Lfjsax4fR1HOxUfDOhg2W/e0WBv54WISRqBxgzz3Zv4AMqVNLUltx+vari3xzsXcSNVMS30P0p49s0NSoVNOgjxLqMGNO0mXRWFD0ozIKQLsLxZWtCnR6/JsIVd36t4WJdQAuRFwtEYQVLVretjKD2IkTy+imR18xS7jpFERUhi3Ogfk+Rl9JWGfqxOCdlXIGiLOFMNBcVhbqhH4lk8uYYZ3nUhmdPi+qy62eLypK/PwqO7jD6B2g+wvTbrEhgSyFeJJ+zDbHu0Lxyoc7VTxT/MZerDkTlVr1YZ+8iwlp7vWh+R8LWt4Uop6diaHdBBvw6TYjDbcYZ73jUFIuiKJpSfWLir+Y9du6GZ5Co/BvUXpzr9HkBTS3YdZklBMHEE3B0ofhdHVwsU0UdhCC6epbIs6nn8g5g8e1DaQ3AYmLdwStpgMgL5G6CkFUXRzveua8VzWp78uofp5m/9wonYjMJr1+LJgEeDG1dGyd7O5Mmiw/1ERf6nw/H8p/+jW3CfXI3mtb2oKG/G9EpecRm5BuV88mcQqihjOsYglan8Mrq0yzaFwNgMsEur0jD2QRxcv38wXbiRsvGaFXXiw8faMPVtDzGz4sgOiWPhxccYtWMrgYn5NcXbNDZqHhTGfZqNcVaHSVGiHUA300KZ9TcfZxLzKZdiPctVXc9nR1o6O/O4Ja1mT2oCd/vjGbV4VhyijScisu6a/verg40r+3JgctpfPh3JOtOJTC8TR1CarmiUkFiZiEn4zLJKight0jD5ZQ8sgpKaBvsxYoZXc0W7l+k0bKy1FlV19u8wlB1eapfIyIup3E4JoPJCw+xamZX6vm6maz9hv7uLJnWmUFf7OZSci4/H45les8GJmvfUPKLNWwrzSHXvI5pBcqKZOYX8/GmKECkTzBFKL25sFOr6Ns0gE1nkygq0d79DSZmUMtA3vrrLCdjM8kt0hg9ltGHNz/YKcTyIumxpXByhQgBGrfU/LmUjKGiO0Bngt/dzVcM8vd9IVwutijWAQR3Eo+Xd4gcVMb8RkW58PMkcZNYNxwm/iZcELZKQaZ41IeNGULL0eI3BhEyZW2xTq0WlQUXDhbCTeJJyxRziVwnQrUAHlgkbmZtFWcT50rNioddHwgXcVgvsU/YOZSH/gM8eUjkrzQnjq5CKKvXHdY9J5w4xbnwy8Oi0EddM1YpTiutXulhIxNxRSLVFeNXCHehue+l+74GKx8EOyd4Nd5yFZn1VWX9msKg/xMFH/JTy18/u1r8XdwEU9Yavh1FgfXPiZBiOyd4eLWormwL6MNQ9YJdcT4MMaHjT6USRSBWz4BDP4q8g5acgGo5GmqFCcFQbQ8HSivn/vaoECpr1TfJZiwi1hUUa3lzzVlADEpNKXJN6BKKg52K10orq+mrq72z7hxFGi1ujvb0auLPxC6hdKxvYN6LUiZ3q8c3Oy6RmFVIQYnWpotM6InLyCe61M1jb4Nimyl4qLPIY2Vqwe7l1afJLdJQy9WBxoE2ks/lNtTzdWPFjK6M/f4A5xOzmbr4EL/O6oa9AeFUdqUnUWNCSi2Nr7sjiVmFfLgxki+NCC91tFczom0dziVms3DvFR7tEXbb8Oc6Xi78775WzB7UlJjUPFJyikjJLSK/WItOp6BVFNJyizhyNYOcQg1tg715YXATans6892uaD76O4qzCdllgvCdOBmXRf9PdzG+cwjODnYEebvQNcwHP3cnk4jo604mcuByGs4OaqbeU9/o9kyJk70d8x7uyAPf7yc6JY+H5kWw0sSCnVqtYkLnUN5Zd469l1JtQqzLKiihuDRf5sAW5ssjlpBZiFan4O3qwMxetlVltTLUZZMJlt92UnZ50atijQ6MHBPWL508+/tMEk/3a1wWfpyRV0xmQQm1PZ3LxNP8Yg0anWKaSSOdtvxmtdN023Bb3A21Peg0okqkKfLq6W+OC26tyGsz1O0g8g6dWgVHFxsn1h1dLIQvz2Ah1JlaFDE1fV6G36aJEDlFMeyGfsOL4rFBH/CoWtSO2QnpAo0GiuT/G1+GRzaaf5ub3xCPbcaDu7/5t2cMN0wSm+Ce5cgCMTEBYnLiz8dEIR19+FqXx80v1FXExVsUUxjzIywaAnGHhcP58X3m26bemVvRoWxNSkrTSZxfK44FezPmQi/KFZXEQXz3lhLqAOp2FOfctItQlAMPLoefJ4oiRxXxb27cdhJPiOqkKjU8uMzslUmrTZdZom8bXoBDP4iJiqnrTXcuajkatrwFOQmiMm37iaZpt6oEtSuvZtznFZjXR/zmP08Sbt36PYVoZ4QmYXa1KbdIw6xlR7iWnk8dL2deGGz6k+LYjiF0qFeL3RdSiEnNY0dUCtfSxcmgsKSYP47H8+eJeB7r3ZDnBjQxuHKmv4cTdmoVWp1CTqFtV4QFiE3P54Hv95f9X7eWDc+mGcnNgl2vxv5Gha1mFZSw7pSoAjtvckeb/61BVFxePr0zQ77Yw/FrmZyMyzIoab6DvTihnIzNpFijM2mlWXPxf/e14rHlR/nrZAL3tQuif3PDb+amdKvPD7suk5ZXzJtrzvDh/W3uKP55uThUOyH8E30a0adJANsjkzifmENaXrkI0MDfnfDQWrg72+PhZE9CViGfbo4iMauQL7ZevKEdb1cH+jTxx9vVES8XByZ2CSXAgHxjMWlC0H8gPJg2wdX7LJaglpsjK2d25aFS96g5BLv6fkI40V87rI2+uISHk71ZXdyJWWI7jjWkUIr+qzCmmIyhHLtaLuyYonrw2PAQluy/SnxmAT0+3E49XzfyijRczy5EUcRvMrR1bRIzCzkRmymqIj/X2/hKsefWiAG+nZMQ62oCTh5CWFv7DDx91Pj27EqVVp0JwmrNSYfJQqyL2gCXd0GD3oa1k3pBPLYcZXjBBkvSbLh41BRCXqphN3aZpW6yvq/ZThJelQp6Pi/Eumv7IfYwhHQy3/ZOrBQhpWCehPampuLxaOxvdnmnyE2px8lThCJqi0WIYPenocds47ZhKHb2QkSOO1yeV9Fc+IRBfLqY6DCng6+qtH1IuB1ProSG/aHNWPNs5+A8UZ1Uv0/1fN4827kd930j3JNRG0TYc0hXIeYknhDiXcN+oqBFaDfjtnNlj3gM6WK7DvnOM0Re3NXTITUKzv0pnjMFdg5CENz6FhyYKypdW+t87+QuQnHXPCmqAP/1tHi++zPCXWkgRisQiqKw6WwSh2PSScouJDm7iJwiDR3r1aJFkCdL9scQeT0HN0c7vhzf3iQhsJXR0N+dhv7C/fS6VseRmAxquTkQm17AulMJrDmRwHc7o8kpLOHdUa0N2oZKpcLdSVS0zS4osdkk3HreW3+epOwi6vm68tbIFgTXsnIIgJl5qHMou6JS+PvsdS6n5tHXiLYKirUoinAjdjLSkWlJmtX2pEOoN8euZfLtjkv8OLljtZ1Xw1rVYdG+GPZHp7H0QIxNuIzuxoAWgQxuVZv1pxK5kJRrlFjn5mTPWyNbMPuXk/xyJI5eTfwZ0Sbo7m+sJi2CPGkRVDV3wz2NfFm0L4as/BJKtDrOJmQTlZRDZn4Jf55IKFtvzYl4Nv6nV7VDGQtLQwrNXVXbGAI8nM0q2DUO8EClgsspeRy8nGbRfGg3U6TRMvuXkwC0N2OV2oy8Yl74VWzH0tVVDUVfUMYaYfo9Gpd/R83f/Juejf344sF2+BqYI7SWmyNfPdSeF389yeXUPC4l597werFWx5oKx3exVkdGfrHxYt21A+Kx4zTLJrk3FJ1OhLEB1Gln2rZtPd1D/XuEc+DsH+J3M0SsS78ibowBvIJN2z9zYe8kbmTTL4sQqrGLjGvLlgjpAg36ivDmn+4XglG7Caav1KkosOcTsdx2QnmlS1tm02vi0aXWjQn5q4OiwImfxI2yohOOsmkbRI64vFRRmdOzrnnzpFWlj+fWiOWOj5hvO9fPQMJxsVwrzHzbqQ69X4KI70ROQk8zOF4VRXzmfV8Koc4rFFo/IFxOlsTeCR5YCL89IgS72AjxB4BKFDgKaAHXDopQTkPC9LWa8tDLet1N1nWz0GasCPk9/au4HnWabhpRTaspD+1PPitys9ZuZXy7htL2QSHEnvhJCIggKrobgUF3ZoqisO9SGl9tv0jU9RyyCm6dmTyfWB7a5efuyIIpnartPjEUBzs13RqKG61mtT3p3cSfIzEZxGcWGD0b7uFcKtaZqTKhKdl1IQWAOWNa072h4Tdi2YU2PvNcgVpu4uJ7rdQpZChlRRaM7ZAVeLxPI2YsPcK2yGQOxaRXu3Jx2xBv/tO/MR9viuL4tUzzdNIMuJYe26a4iR/TIZjzidn8uOcKczZEMqRlbYNCik1FHS8XXh12o1U+q6CEIzHpRF7PIbuwhPl7rhCTlk/ElTT6ViPxfU3iZsFuwo8H2fhsT5OEBob4uDKweSCbzyXx/a5oq4p15xKyyxx+748236Dj6NUMMvJLqOvtwtv3tjTbdkyJPgzWGhpLzk3Xwj0XUxk/L4IN/+lpcAXX8Hq12PZ8b07HZ5Xlwavt6YyniwPf74omPqOAU3FZRCXl0CjAnWa1TZBnrES4KXGz8ZA4PYpWJMcHke/GFOiFkeTzkHPddvI53YxWU563zdHAiYlLW4WbyL85hE8zXd/MTZ9XhRPj3BrDqvY6eUDudTj3l2Vyw1UVtRrG/wTLxoib961vwf6vRd6qQBOGKh5bItxUqGw3L+PN6AuCDPvEMDFNUwRrnoLTv4j/W4yC4Z+VJ9s3hzhkCDF7hdvV0QPajjffdv5+WQiWLe4TDk5Fgd2fiCIn9/wHgjuKqqUqtXnDUSui01B2d7XmSZi02rTVmpfee2PC/8d2W6/YgoMLPLQSshPg6BLY/1Xp9VcRjteMKxC1XuzrPZ6tfvtHF4niGfYuwr1l6/R5RYh18UfFb2SoU7wi0dvEhI4ea1f+BuEE7/50uVhnpHvWoNHl0gNXmbTgIIeupJNVUIKjvZoJXUJ5Y0QLvpnQnu8ndeChziG0CfZiSrd6bHimp8WEuspYsPcK8ZkF+Lo58lTfxka1pa8SGJdhG6FSdyLAU8wmbj2XbHAbf5+5zm9H4wBoXsfGc5xAmTC15MBV9lxMMbid8oqoNU+u+/vMdUCI5A38DBvc6xPaR6fk3mVN26FOaWGE1cfiyCitomkMT/VrjJO9mvjMAv5v3Tk0WjOHKlQTN0c7HO3VFJVo0WgVk+yrNWF31wt2db1diM8s4K8KziNjuT9cuE6upBon9hvLulOJAAxpWdusjujM0om2MD+3smrnto7+3GwNZ12H0FosmtqJZY92Zt3TPXC0V3MxOZerRk8OqWgT7E33hn60CfYmwNMZZwc7nh3QhP7NA7iYLISqYa1qmyYkWlMadm9v29EBlWJnIvev3qGnKRD53GyVs3+IQgT2LuWhodUlrzSpeb1u4FCDfnO9G9DR3bCE5CGdxaMt/r6ObqIabP83heMtPxWWjICkc6bbRtwR8dj1CVER1NbJii8vLOJnoON3+/+VC3W9XhIFNWyxyrVeTGo23HyFXi5uhZg9oojQoPeE4L32P7DjXTj/F8zvL/JrvRcIH9YTIqf+uqoo4rxxc4GXkkLjB4r2TjDlL+F4y4iBrztA1N/GtVkRffi7Hr2z0Jp4BkHfV2D2eXHMB94U4WeoyzP2kHjsMkvk5LN1fBsK4Rhgx3umabNiGHG7SbZRQOfoYninNCrPzhF6vWBUcwaNerZHCvGncYA7n45rS30/t1ucDUNa2cbsRVxGPl9tE3meXh3W3OAKmXrC/Fw5n5jNL0diua9dXVN00WxM7BLK+xsiOXbN8ATKl0pvEuzUKlrUALHu3rZBrDuVyJZzSfxxPJ6ejQ1zDqiwXhJzYzkeK37vp/o2Mih/GYC/u3hfZa5ZW2V8pxBWHLxGdEoe7284z8djjZtJ93JxYNo9YXy/K5olB64S5O3CrN42MGODEJMmLzxIbHrBDc+H+bnRzQBHmH4SYtv5JJ7o0xBvVwvNsBpIgIczfZv5szziGssjrjK2YzBO9sbnENNX/I5Jy+dCUg5NAi1fLfFMfBZLD8QAIoeguSjSaFl1SAxqvY28LloSvbPOGjnrVCoVfZsFoNUpfLQpkmKNDpWq/PgxJRqtjnfXn2fpgRh0CoxoU4cn+zW6+xvvRnG+mIkGw51a/wT0ebwAwkwwu28u9LnmWj9geBhjemk1SEPDCq1FiqhSbbDAmBUrHitWYLQlHFxEHq2Oj8DSUSKX1ZIRMH2r8SGrxXnCvQLgZdv3KmVsfQtK8sRnDzAw6X7iyfLlJoNtJ1fhzSQcE4/BHc3Tfm6KKGYA0Kg/eIeIokLHlggXXeNBwsWoF7JK8uH4MvGcq584dopKI+TqhoN3PfHdpkeDbyO49xsh/huKvbNwTOu5th+aDjG8vYrM3AVzOwvHGcCpX0VYojXR6cR3v+tDyEksf949ELo+LgT16pIVL0RXKK8cXhPo86pwS8ceNC4Pqx4HV/BpKPbNuu1N00djyE6Etc+W/z/w/6DpUKOarNZUlaIorDkRXxZe+em4trQJ9jZNdTIzoNHq+O/vpygo0dIlzIcxHYy/YI1uL26eLiXn2rTrqkSrY98lUXGmUYDhlUxn9GpA2xBvtDqFTWevm6p7ZkOlUjGijRCK15xI4ODltLu8o3Iqpnmz5d+5MloGeQEwd2e0wWKbrY5v7kSQtwvv3Cdmj4/HZpqkzecHNaFfaaGSI1cNF71NRX6xhrk7LtH3k53Ephfg7erA/R2CmdEzjOcHNuHnWV1vW732TozvFIKvmyPRKXl8+HekGXpueiZ1rYe7kz2R13OYu/2SSdpsVtuDhv5CwLg5f5glKNHqeGfdOUq0CoNaBNK/ufnCmf84Fl+2T8/sVQNyGZWiz3t7ISmH5OxCq/ThmZXH+WGXcBy8PbKlWfLXrj4Wz+L9Qqi7v0Mwn4xtaxJBmpMrRTU690BoNsL49moqesdIQAvjbjrNjT5c99I2IcBUl6SzokIe1Ax3VUX0AxFDq1iGTy1fzjNsLGgRXGoJl11gK3Fs7vvK+DZP/wbJ58DVF5rfa3x75ibxlHCRAvR7w3Cn0civwLc0gmp+f5jbBba/K77TA9/CoR+FaHVylRC0rIGilAup5ir44OgK6tLvMKw3bH0b1pe6ewb+H0z4GR7fL64Bvo3BoXTiJjdJ5P3SC3Ug+np2dbnon3ZJVLKNXF/5tnU6kaMr4jvxd3GLKKiQFg3HlonQ13l9IDtebLfPK0LAMRXXIsqFOrW95auDVsaZ32Hds0Ko864HQz+CJw/B81HQ4znDbrrSo0UBHoA6bUzaXbMS0AyalrrEr5qgCvKRBeK7cPGB1uOMb89YVBWkte7PmKSQRrWcdQv2XuHd9efL/r/3m3042avpHObD0/0a06l+LbNWrasuczZGsu9SGq6Odrw3upVJ+ta5vg/ODmqSsotKK0/a3oyVTqfw9Irj7LqQgqO9mqnd6xvclpO9Ha2CPMsqg9YERrYJYu3JRLaeT2LV4ViDck+pK+wrilKzxKsRbeqw9mQCKTlFnI3PonsNSRxvCgJLQ79LTBSy6mCnJshb3IinmyC01lCiruew/nQiyw7EkJEvBFhHOzVrn+pBiI/xbokAT2dm9mrAnI2RxGdaRwCpLs1qe/LsgMa8u/4856/nmKRNlUpFbS9nolPyTLYPVYcVB69x6Eo6ro52vDqsuVmvp+H1auHiYEdBiZYt55JssgpwZXRvJM7nGfklPPvzCVbM6GrR7X+3M5r1p8XM+ORu9ZhixPX1Thy8kg7Aoz3CeGOECfNY6UOEWowyrMKmNTDHhJk+b58thMzciVb3C7EhJ0FUt6xuKGzSWUARzoO2D5mjh+ZBUcqdcYbm9NLpnTs1YADnUkvctP/+qBDUuz4O/k0Nby+ndHK96TDhqrJlshNg2SiRyyyki+Hh3iAqnz78B2x+Tbh3UqNg98eVr+voLkSr+j0M354h5KeLytYgBFpz4OgG3Z4QTq7Nr5U/3+oB6PKYWA5oLnInAmTGwoW/RcVcN1/wChGi0skVELNPJOyv0xY0xbDyQfGe7e/e+ltd3Q+rZ0HWTaGoldFoANw317T5QnNTYE2pS82nATz0s/WLKBVmwfZ3yv9v+5AQ0Z29jLu5DO0mJjKSzwnhtOvjxvfVUoR0Ern6ji2D3i8bluYARPi0Pl9drxfB2QYiAD0CRRh/ahQ07Atq4ydZqyXWVRYaVaTRsediKnsuptIowJ1BLQIJ9HSmlpsjvZv4Wy0PTkJmAQv2ijCHz8a1pVGAacKZvFwdGBsewrKIq3yz/RL3tg2yKYESYEdUMn+fvY6DnYp5D4fTqq6XUe3pE2drdDVDrFOrVQxuGcjW80kGCywVf1KdoqCuCYO9UubtFo6B3k386RRWcyrZmgJ9iL6zKRwopehDTY9ezeDl30/x8tBmFgsTXX0sjq+2XSQmrTxHprerA9N7hDGqfV2T5TOLSc3jsy0i3Kp1XRu42FURffXavCLTFfzRn++sMTnx54l4ACZ0DqW+gfkmq0rjQA+m9wzj6+2XbigIZetUdAv7GViF1VAW7L1S5jx9YVATnupnXA7cO1HfVxzbyw5c5Ux8Fq3qelHX24WO9WtRz9eIHIO60mOlJuUu099sO7iK3G3GoihwYK5YNjQ3lqVw9RHulxPLRWXH6goZesGqVv2aNeuoUgnBICsWji01TLDbWVqMpN1E28xbdjMtRgknUvwRUXDivm8Mayc/HQ5+L5Zr1TdV78zH2T+Fo9CnAUz81fjqvd4hMG6pcHJFbRCPJQXi3Kf/i1wHxbmw5S0RdmzJY6NiIQed9vbrGUuvF8tDXT2CYPgntz9/eIdU7gDq+MiN1WoPfCseVWoYfFPOsVO/CqFMWywKZ4T1goL08urjIPbHlmOg3j0iNNVQkeZ2XN4h9iUnL3hsr/VTPWQnitD2inn0dpWel5qNKBdLDUGngaLSCBBrVjY2hI6PCLdnTkKp09+AiUNFgYjS/bF2G+j0qEm7aBT6cZYpxitUU6x7IDyYMe3rUqzViT+Njoy8Yhbui+H3Y3FcSs69IXRoRJs6fDPBTBbfO5BXpOG/v58CoGWQp8nz583s1YBVh69xMTmXC0m5NDVFdTYTodUpfLBR3ExM6BxKHxNUhSzPEWR0UxbDWAG14vtrUt662PT8shvvp/o1MrhCYU1ke2QSc3cIm/6s3qYL63tlWDPiMwu4lJzLqsOxJOcUsXCqefNDKIrCB39HloXaAbQL8WZk2yAmdgk1KNT1TpyKz6KoVJwyxTnDUuhD/PdHp7H2ZAIj2wYZ3WaghxAxziZkM9bo1qrOzqjksurLo9pbxrEdXEsMJGpSpH9GXrlYF2ZmQbMiGq2Oj0qFuucGmFeoAxHmvflcEqfjszh4Jb3MaQfCVbv00c7VrvQNgLb0+1PXkMG9Tgt7PxPL/V43jciYelFU4UQl3Ey2jt79pxhwY6+/aVCbqDCHJdH33dHAVC76HH2FmSbpjtmxs4cOk4VYd+pn6DnbsNx1cYeFSOIValguLEujF3MaDxZuI1Ph21BUZKyMM6vht2niu977mcgdaCkc3ETONk2hCOHb/w1M22D6KpZ2DqLS6sUtImeWKVxHTQbDplfEsl9TcX6OXC9CmM+uFs83HynOq/u/EftiRXwaiAIL5hJHvUrz/Dq4WF+oA1HQI+02aVqcvY1r+9qBcgdjs5HGtWVpnL3EX2GWOD8bItbt/Ryu7AJUcP9840V+c1BimmKk1b6TV6tVODvY4ensgJ+7E40DPZgzpjVHXh/AJ2Pb8lDn0LIbqM1nk8g1oeOhqny8KYo9F1NRq+ClIc1M3n6IjystSvOCWbtq4M1sOZfExVLB9Mm+JkhGDbg5CWHgQHQqhSVmnAUyIZ7OYmB6Jj7LoLxGFa8j1gx/rC4v/XaK/GItHk72tK0hYW2mYtMZkaPiwY4hjOlgusT8zWp7suW5Xrw6TJxLDl1JL8tjmJhVwOxfTjD0yz0M/XIPw77cwyurT5GWW2TUNn/cc7lMqJvSrR4Rr/Tnzyfv4dEeYSYX6kBUHe3ZWIRLL9p35S5r2w4d69Xioc6hAHy+9YJJ2uzbTAwaDsek32VN0xF5PZunV4pEz0Nb1TbaDV1V9IV0apBWR9PaHmVhoT8dvGr27RUUa/lhVzQzlh6hSKPDTq3iyb7mLzRTy82Rv566h+3P9+b/7mtJryblg9lirc6wsUd2YnleKLcakB5BX71QpxEz1O0fNk27qaWFC3waGBdqWBPQC3wmCMWxOPpQzpsdPFVlyBzxGLleVLGsCbR5EILaC3eSoRUy9SHeXsEid5ktc3RJeZJ8S4ajNhsBTUoLGmx/D64dtNy21WoRngyw+XXIvQ6LjEtAf1tcfaDtg6YLD/RtCKHdQdGJKq7v1YZfHi4X6ro/AyO+hGWjxXM6TXnlbYDo7fB1OGx+w7R5JHU64frb8KL4380GUjxc3gUXN4mJkpk74YWL5a+FdIGRXxjXfkBLUWkUbKPibbUxQrA9sxq2/U8sD5lje9dxfSVyU+TkwwCx7nZ4OjvwQHgwc8a0ZlGp66RYq7N4NcmKlfS+HN+e3k3Mc8B6lIZfbbahoguKopSF6EzoEmpwJdCbub9DMC4OdpyMK/9ubZ17GvkRXMuFtLxiPt4UVe33uzva06A00fwTPx2tMUUm9Hm21GoVSo26BTceXelvZI7wQZVKxfjOoTg7qMkt0rB4fwxPrzxOtznbWX0snvOJ2ZxPzOZcYjYrD8Uyf2/1BS+dTiEzv5gVB6/x/gZxHM8e2IT/3deK2l7mDVlztFczrqPIa5OWW3PEaZVKZfI8hUHewsViqe9BURTe3xBJTqGGjvVq8ek446oYVwtVeR9qEnph2RKu5z0XU5izMZIdUSIZ+YTOodhbyLGsKHDsWibf77rM7gvlydA9nO0Z2CKw+g2e+xPykkXoZzsbSLp9N/Z+KioUqtQw6lvT3HBmxYsbZLB8ripD0ScRN8QNWeasq2FinaJQNo3gUsuwNur3KHXXKSKZfU3AwVmEDwJkxBjWhqZ0stAWnSYV0SfdB+Fsa27Bgjf2jjB+BTTsLwTtVQ9BngWrBvd5BTwrOOhzk+DEStOGxd58XU+OhG86w6LhYtJm98cQd6T67facLdyumkIhKju4QrenYNrf0OI++KGXcEy51IJZu2HWLng7C0b/IByF6dGw/yvY97lpPieISsKbXoGkM+J/ax/viiL6BNDxUSHAuweIghID/w8e/tP40FWPwPKw5rSLd17X1shLK3c8G+KcjtpQvrz9XXgvCH4aJwrIHPpRhNhufkNMUGo1ooBN1EZRWMoS4139OfzCJpNszyy++IqOhMeXH2XR1E74WiC3TEpOEU+vPI5OESG4pgiJuh1jOtRl76VUdl+0UjWhSvhq2yWupOahUsHjvU0381/fz40ZPcP4avsl1p1K5JF7wix2s2Iobk72vD68OY8tP8aZhOrnY1KrVSyY0omBn+3i2LVMolNyTZb30Jx8+VB7+n+6k6yCEs7EZxFe79+Vs86ceDo7MKpdXVYdjuV/a8+VPW+vVvHuqFYEebuwaN8VdkSlcDWt6q6XyOvZvP3XWY7EZKCpoD50DvPhKRO5Y6uC3rEXnZJHXpGmLB+cLXMhKYcvtopByoTO9UzSZu3SSY7knEIKS7RmcTJWZN+lNHZfSMFereKD+9vg6mi5710/r1mzpDrYd0ncVDnZm/86VLHS6+vDmzPtnjCzb7OwRMuS/TEs2hfD9VJnuIuDHU1qe9CniT/3tQsyLF+ftlSADupgG4mY78a5UsdNvzeg1RjTtPn7o0IE8a4n2q0J6MOoXA24nutvFGqYIM+lbeLRztHwMFiVSggJJfnlAlZNwL+5eDy2BDo8DLVbV+/9ulKThC3nsTrzO/w+XTi02j9snWNRbQe9/wvR20TerG+7waTfRCEFc+PfBJ4+KnIT7ih1jv75GETMhUc2G+eITL8M2/4PLm0V4a+uvpCbXJ7PLTUKru4V6x6YC08dqZrTOi1aTJ4knBBOpqRzoCkQx9ehH+HATTkWGw248btsO144Cre+JSry5iYb/hkrcmShEP8qUpQj3HamzolXVVKiyt1uvV8qf96jNtzzjOm2o6/iq7N8FKNRHF8qHr3rGVZgpNeLIry7MFPkngThYry46cb1bt4vQOQzbD9RhGObq8BU48EiGiDpDBxfLs7jRmCWvbhXE3+GthJf/qm4LB74/gCx6aaJ270dOYUlTFl4iCupedT1duHNkSasnlYJ/ZuJWe3U3GLyi61/kERdz+HLbSIM7K0RLUxSIbIi97YLwtFezam4LJ7/9SSaGpDAzt1JDFQMdY2E+bnh7yFuiPKLa0b475GYdApLxG9jreIu/2QeCL8xvHbBlI4cfWMgHs4OLIu4yp6LQkSoVYUCFJn5xXywMZKRX+8l4nJ6mVDn6+bIzF4NWDKtM2q15ZIe39PIl0BPJ1Jzi5i2+LBNnNfuhq+bI66OQkyLyzDNNcbfwwlfN0d0CkSaqMrs7cgt0vDKHyK/asUUEpZCn480IbOAIk3NOMclZBaUVaW/14wTcgAbTycy9geRT6mBvxuP3BOGnZmPyetZhQz/ag9zNkZyPbsQBzsVM3s14MjrA1jz5D08N7AJDfwNFS9Kheci8+7XRqPTwbZ34Lo4NkzmgEs8WZ4fa8pfNaMa7tUD5X0OMGBcW6tUXE6JNF2fLMHG0nC2lmOMy1OoDxPT1hzHOK3uF5UeNYUihNdgbLSgSMzecqGu3SQY+ZX1ip+EdIaxi8G/mXAd7/rIctt2cBFCzpOHynMLXj8Nl7YY3mZeGiwcKkJQi7JF7sOIb+HMb0Koq9MW2k8ShR7cA0VV2t+nQ+EdTA3F+bByggh73fu5EP3ijwqhTo9WL4arxHXGyUscuzfj7CmKSwBkxRn+OStyfm35st6FqyuBv54S1xJr4FThGp1qRtebftItxTRpYCxGemk+7jbjDDv2/ZsKkXn8SnjiIMzaI9y5TYdD83tF1WP9pIeewFZg5wRFWeKYWPGg8Z/jdrj5Qt/S3I5/PQW/zxCVig3ELFP4fu5OfDcpnOiUXCYvEALazGVH2fifnubYHACv/3mGc4nZ+Lk7sXx6FwI8zBs25uXqgJeLA1kFJfT6aCdDW9Vm9sAm1HKzTJXIm5mz8Tw6RQilU80w898owINvHmrPEz8dY82JBOr5ujF7oG1XUUvOEY4EY4oslBfXsP1Z6RKtjtf/EBbwh7vWqxFOwJpGeL1aTLunPjujUpjeM4y+TQN48bdT/H6sfNAR5OXMrF53drbuupDC87+cILU01LJnYz+eG9iElkGeOJmwkm11cHW05/tJ4UxecIhDV9J5ZuVx5k8xbyENY/F1d+L90a159ucTHIg2Tf4TlUpFy7pe7L6Qwun4LNqFeJuk3cqYu+MSsekF1PV24cUhls+50aWBD66OdlxIyuXtv84xZ0w1HRxWwNnBDncne7IKSkjMMk8eKkVRWHHoGm+uOYtWp9CstgffTwo3u3iu0yk8svgw0Sl5uDvZ83ifhkztXt90LteA0hy+UeuFCFDdyqKWYu9nsOdTsewVCn4mKuahz2fUoG/NqJIJcHmneGw6HOp1q/779c6WtEvCGWPqJPbmQFHK89UZWwBE7y4rKbjzeraEvaNw0107UPMcM3dDUWDts0Koa/UA3Pu19dxPIISClqOFcLVoKMQfs8x2i/OFq+7C38JhllfBZXb9jAgnNYSoDSIHnntt6PoYZFwVgo5bAHjWgSZDy1178Udh0TAhvs0fAA+tvPX8UJAJa54U1wxUwi3XfKRw+Tq6g5OHKOTg6C4EKkd3ccwpyu1FGH3RlKv7RTVTJyMnKe/7Fk6uEOkSwqfBz5MgZg+c+EkIZWMXg5dlinaVkV8h53Fhlvm202SwEJ5OrhTXc0uGkhuKVgOxh8SyqxG5c939odmw8v/rtLnxdUURx9aRhRDYQhxT2hJxjPwyWRSn2PsF9HjW8D7cia5PCof4lV1w+hdxrHeaDuFTqj3+MOsZsqG/O4umiZu9C0nmm8m9kprHmhMJ2KlV/PBwB4tViNOHqKXmFrEs4iqzfzlhke3eTLFGx67SfDbmDJsb1LI2rw8XSvXqY3E2necoI6+Y90rdF62DDU/Wbm8nLjY6G/6seo5dzSCntKCLPgG7xLSoVCreGtmSHS/0YWKXemw8c71MqBvXMZhVM7uy7fk+hPre3tn62eYopiw8RGpuMYGeTnw3sQNLH+lMh9BaVhPq9LQPrcXiR8Q5e+v55DLB25bRu4i1JjxGA0odtVn55nNjpOQUsWCPyG34+vDmeDpb3gkbXMuVT8eKm/mt55Msvn1D8HFz5J37WgKwI8pEYTQViE3PZ8qiw7z2xxm0OoUxHeqy/pmeZsmFeTMjv9nLucRs7NQq/nrqHp7s28i04eiNBpQPEq/sNl27pqQoFyK+E8tdnxChYobmLKuITgexpUnkh1rQPWMMilJeTdFQwdLdH4JLJ12WjCx3NNgy+78WoXVqe5GXyRi8RQEitrxRs0KB9S5YU+YwswV2fiDya6nsYOD/rCvUVaROWyH25CSIPFfmRFGEWLDzfUg4Btlx5c7Puh1FkRFDiY0Qj60fEEL3yC9g4DvQ/Snh2KwYXls3HKZtBI8gERr7fU9R0OfcGlHc5Ndp8EkTiFwnHKrTNogw4fApQrBr2BeCO0JAc/AOEedpvTh+J7eUX+PyXJIrxxv+WfV41hGuqh7PgYu3yAc38B3xWtwhOPi98duoLrs/Fo/NRwpBzVyE9RbuVBTY+N+aEe6fn1ru9DbnpJlKJa4ffV8pF7/tHMRy+0ni/61vCTerOdBX99ZTlC0mIr9sCwsGCVG+ipj9LKkfaJozdGRb6U1Gtwa+Fs3RNaNXA3a+0KdMwNp3Kc1qApbePZZTaN6CHkNa1cHBTkVcRgGfb7Fd2+3uiymk5RVT19uF/xpREdiuzFlnqp6Zh7wiDY//JGYEBzQPxNECuZwkcCo+EwBnBzUf3t+Grg18cXGsXHBLzyvmf2vP8tV2kX9oQpdQNj/bm6Gt66CyVghIJYTX8ynLh1UTik3Yl15bNFrTnXuvlaZtqONlpnwWwIK9VyjW6qjv68qQVgbk7DAR+pBKXQ1wD4OYnFqyPwaAUBOme8jKL+F/a88y5Ivd7L6QgloFs3o34OMH2po99PVUXCaDPt/F2dL8qlO61Tc81PVOXN5VnrQ+pIvp2zeWkgJx85afCs7e4ubL3kTRCvpQUpWdqJJZE7iyS+TTUqnLK1cawoM/gV9TkXR98QjITjBdH01N5AbY8qZYHvSu8ULt8M/EY9zhG90uto6+IIhiwODT2Vs8ZthYZfeojbDrA7E87CPbOg4d3crD5mL23nldnU4IbvFH4dQv1S/ScOFvEeqqsoORX8L07fDsaXgtCWZsAz8jTBeppfkt63ao2vp1O8DMHRDSFUry4OhiISSufFCE0mqLRIjwuGVQr7vh/aqIkwf0mC2WY/aIUFxTolKLQkJ6LCV4KwpoioVz7OJm8VyvF80b4q1SCWHSyUuIvr9PF+4xW6bi722tVBT3zS13nc8fKHIumuP6EPFt5c/HHoQTK6rcjNkzWWtLb6DszLizbjsvZtf7NQsw2zZuR30/N8Z3DuWTzVEUluj462QC97WzrN3W0V5N36b+bDqbxE8Hr9G/uZEzkXegtpczb9/bktf+OMNX2y/h5erIoz3Mn3C7uuQViZNz8zoeRuVu04c9aayV96CKnIjNJD2vGD93J74Y387o9mrSBLQ1GdE6iB92XaawREfYKxvoVL8WKlSE+bnRvZEvvZv44+Jox9wd0Xy/K5pijdiPxnUM5v3RthtyqE/cvzMqheZ1bDsR/ZkEEWJgqomSrPwSjpQWSWoX6m2SNm+msETLhtNi9v7+DsFWFWv1WQJM6Uw0J/ujUzl2LRNnBzUfPdDm7m+4C4UlWpZHXGXujktk5ItBbvM6nrw3uhUdQk3g6LoDiqKwPOIqb/51tuycO6pdEG+MaH7nNxqKfgbZwU3kdbElNEXw88Pi5s3RAx5eLarnmQp9oummQ41L3m5Jks6Kx8aDDQuB1eMRCKO/hx/7CsHu0jajE16bjS1vAgq0fQi6PGZ8e/5NhCtIWyzCA918jW/TEuivCYoBQkNIFyFYpF4Q4mfFUDFroSiimAFA+FQRDmZrNOwLyWeFSN5m7I2v6XRw7g84tlSIeTeHJzfsLz5TSb4Ivcy8Ck6ewr3m11gUC9GWiGV94Zx2D4nvwpTo8zsW5Vb9PR614ZG/4eo+UZE29YI4VvybQ99XS12HJh6jtLgXdrwrlre/B8M/MU27ucmwdJT4HUG4Bhv2FZV+q1JEwxBKCkXI7f6vheDT/w2Rb9LeBQItMM5384VxS2DFODj/F6x8CIZ8YJzoay502nI3ZXAncXxYiwcWwa9TxLhowwvCmdj6Aej1kum+O4fSsUb9nuDmL67pqRfAMwju+U+VmzG7WJeQJfJE+LrfeXZ0Z1Qy760/T3ZhCSPaBNG6rhc9G/vdtYpsWm4RB6+IXEUDzChS3Ql3J3smd6vPvN2X+WLrRUa0CTL7THxFFEVBb4pQW+Cmb2KXeqTkFPHF1ot8uDGSh7vWsyknV26RhhWHrgLgb2TuQj93Ry4lw5dbL9IhtJbZK0MaQlZ+Cd/tjAYg0NMJdxOETemLC7jY4Oe1JVoHe/HfIc348G9h6T4cI2aMDsWk8/ORWEC4ivU5DxsHuDOjVwPGdQyxToeryLR76vPu+vN8+Hckvu6ONtvfcwnZvLlGDMpGdzDNJIm2wvm0KoVCDOHr7Re5lp6Pi4Mdw9vUMcs2qopeKKwJzjqdTuHnw+K46hzmS8sgw1McKIpo69MtF0jJEaEjtT2deXFwU0a0rWP2kPT8Yg1PrTjO9kgx2di1gQ//HdKM9uYUCBv0Fo8leSLxePuJ5ttWdYg/Km7YoreJG5yJv5h+EJ95TTyGTzNtu+ZCU1yeON3fBPmBiyokkDdVDkBTc2CuCJEE4bwx1Xg2tJsQYP56BqZvtV4xg+qgT0rvYkC0kLu/yAd3+hchftuCWHf2D9EXVNDxEWv3pnJu52LUFMEfs8RnuBkXHyhIF+eu6G3V256pJ0wKs0RBGrg1f9fdUKlEIR9TFfO5G/5NRZqDiG+FeGEq9n1ZLtSBCGv+6QFxXZmyFkJMmIc5/pg4Z13cfOP5dcML4tG3keXCvBv2FQ7qnycK1+bc7WJCpsdsqFXPMn24GyWF8MvD5e7+AW9bszciP+O0jeI3PL9WVG499bNwyzYaAF1mQeOBN74n9rAIC9cUigkgB1cIbCn+/JreWgypxX3ivKctgQcWGnztMbtYt+eiyKXW6g6D6sSsAl749RSpuWLAvGCvsG472qlpH+rN5G71Gda6dqXug2KtruzGytXJesLCQ51DWXbgKldS8+g6ZxsDWwTywqCm+Fig4MSS/TFsOZeEnVrFY70bmH17AE/2bcR3O6Mp0uj4YVc0T/e3ncHf6mNxnInPxt3Jnpm9jPs+XhvWgod+jODglXT+PnOdUe0tnKT0LqTlFjF+XgQXk8UsWpC3acL2sgqEw8SzBlWU1QtiRtQTMYjH+zTE192RPRdT6dbAFwWFPRdS2RaZRIlWQatTcHO047mBTXi0R5hNhbzejkd7hHE9q5D5e6/w399PEeDhRJ+mlncu3419l1LR6hQaB7jz/EDTFGjwdnGgjpcziVmFfLP9klkqi+vDHV8a0tQ84Y7VQB9GXFiiIyGzwGTnEHOwLTKZjWeuY6dWMd0IR3d2YQkv/36KDadFEns/dydm9gpjUtd6uDqad1h0JCad9acT+f1oHNmFGtQqcT2dPbCJ+c8NuRXyEvrZQIGohBNioHz6F/G/nRM8tMJ04VYV0Rcs8DRvBWGToNMJceDaAXGT2cYEeZ3q9xShbrERsGoizNplW2GI59fBplfFcu+XTSNQ6hn5JXzVDuKPQOIJCGpvurbNwbWDIlQSRLVSQ9AXk7kWIW4U7aw4ltNp4fACsRw+pTz8zJbIThRJ+kHcqFdk10dCqFPbQ6cZwhV2aZuorjric1G1+u9XhDOtVn1xrPmEQcy+cgHPzV/krzq5Srhb1faiOqUpObdGhK36NYU67UzbtjnQX48STwpB1P7O5pwqoZ+UAeFs9A4VIoymABYMgA5ToFF/IZQac73NThDFOfQVcb1CoPNMUbhJnzewk4VF6SaDhPi04UWRC/HoYji6RBxzrcdBUDsR7m0NivNh1QRRzERlJ1zT+qrA1sTJA/q8LP4Sjoucmvow9UtbxP5Tuw3kpZTnvL0dKjUEtBQiX/tJYv9qNEAc67ERcPAHUfTFAMwu1u29mApA76a3j0t++6+zpOYWUdvTmf8MaMyJa5mcjMsk8noOB6+kc/BKOk0C3Zk9sAmDW94o2tX2dCbMz40rqXk8+MMBvp0YTtPalq+CGebnxnMDG/P+hkhScopYcfAa+y6lsmhqJ7PejK05Ec//1p0D4KXBTelY3zI5+xzs1LwytBlvrz3Hp6W562xBsMsv1vBThDhZ39cuyOhiI62DvRjWuja/HIlj/elEBrUMNPvNXFVRFIU315zlYnIu/h5O3N8hmIe7mWYGRS/WGRNCbGmKShMLOlparQPGdQy5wX02sUs9ziVk88uRWOp6uzC+cwgeViggYCgqlYrXhjcnKimHPRdT+etkgs2JdZeSc/hqm3AfDGwRaLJKnWq1ilm9GvD22nP8fPga/x3a1GQuq6TsQj7cGMn+S8INXtvTvFXLq0JILVeaBnoQlZTDjKVHWPd0D5sVlE/Hi5Dn+9oF0auJ4blOnvzpGHtKxybN63jy+YNt8XFzpKhEh07R4GCnwkGtNtk+pS8CtSMqmZWHrpWFvPq5O/LDw+GWy7Ub0FLMBJfkixtMU7oMqkPcUTj8Y/nNMYhE2YPfE1UwzYE+bM0UN4TmJma3yBeFCh5cLirZGYvaDib8DN92hZxEUSGv/5vGt2sq9pSGwXWaLm6cTIlPmAgNjT0I618QecFsmejt4rHRQMNvaFuOFiJTwjE4++etYZ2W5PxfcHWvCEe2VVfd4fkil1Zga2g6TIgLez8XIa/X9ot1Rv8gwuTgxgmFOm3h4T+EWBfavdxd02O2ENCun4bOM0S4aZ9XxeSEX1PTVigtzi+voN32wZrhHg1oAfwOhZnwRRuRR6zxgLu9686M/FIcM36NykXXPx4X1WJBhCMfWyLElHu/ufv3pCkSgrdKJcKC3f2FILduthDqfBvBqO9EYRC1WoQ175wjim60t0KqgeCOMGM7nPsT9n8jJiiOLhZ/bgHQZSY07GfZ8NPiPFjxoHCYObgJ57ylHJzVIai9uEamRcOez+DEciH+VhSAQVRUDmwhJhcL0kVoa9IZcf5IOg1/PQUOLuJc4RMmcq/+/TJsfk0I/QZMGJpddUgtTVAel5Ff6euKopTlnJs7sQPh9WrxUOdQFEXhcmoeq4/FsXBvDBeScnls+TG6hPkwZ0zrMgFMpVIxd0IHhn21h+iUPD7eFMX8KR3N/bEqZXqPBoT6uJFVUMxX2y5xNS2f0d/uZ+HUjmYZjMem5/P8LydRFJjcrZ7RLrLqMvWeMHKLNHyy+QKfbrlAiU7huQGNrXqjt2hfDFFJOTg7qJnU1TTC1ah2dfn9WDxbziXR4s1N9G7iz3eTOlhVtEvJKWL60iOcjM0E4IVBTXiwU6hJ2s4qKClzt9qCmFBVikqEWOdkI6G7LYI8efveltbuhsGoVCrGdwplz8VU/j5znUldM8yew6s6LDtwlZwiDW1DvHmqn2lzc4zvHMrba8+RV6ylsFhnErEuNj2fkd/sJbM0L1qz2h50CrNcQaTboVarWDC1I70+2sHZhGySc4oItNHjXp+X0NjKuYlZ5VWOzydmM+SLPZWu5+poR5+m/jjYqckv1tI00IMn+jas8rk/PrOAH3ZFs/pYPLlF5TmOhraqzYDmgQxvU8eyqRU864gw0Ii5ItQjfJplqzHGHhI3DSd+Kn+ufk/o8eytbpZ/KzqdEFlAFJUw9ua1Ii7eQjTY9o6ouNtsRNUT0ZuTPZ8KVwMIx4U5xpCjvoOvO4ib1+J8285bqA8Tq1XP8O/CpwG0mwhHFoh8jS3uM12xlupQlAM7PxTLbR+yTVedoghRDUTI8KUtQsy+tLV8nYCW0HLM7duwdxIiSEVUKmg5SvzpsbOHdhNM1fNyYg+W7zftJ99xVZuh1wtCwFzzpMiR9+sUeDH61lDC6uDqc6t7KaSzEOtc/YTIev4vOL5cTBC1GXfjuumXhQs06YwobhN3FLIqiDW9Xy4vkuLgKs4rFd2vzp4wZI7h/TcFKpUQ61uMEo7Qw/PF58lLhu3vij9nL3H+bzMOXH2Fy9Mc592UC6LC8LX94OgOE38zLv+qJfBtCKPmCodc6gUhJqvUIhrBzqnySU5FEXkqvyw9vzlVyPXd5THhcEw5L47TlqOr3SWzqw3Te4bxv7Xn+O1oHE/3a3zDwLRYo+P5X0+iKQ1fq+iIUalUNPR358XBzZjRswHf7oxm2YGrHLySzvCv9vLuqFaM6VAXlUp1g3vKx8167hW1WlVW1a9fs0BmLD3CidhMpi06zO+Pd6dxoGkdf19vv4hGp1DP15W3R7a0ikj2VL/G2Nup+WBjJF9tu4hGq+OZ/o2tktutWKNj7UlR5Wx8p1CTJcbv3siPHyeH89Jvp0jNLWbXhRT+s+oEP062jiis0ylMW3yIM/EilK5poAcDW5iumuS280lEXs8BYEr3+iZr15wk5xRyPlF8HzLPnukY3DKQrg18iLiczuQFh1g8rZPF3Lt3Ijm7kK2lkzyj2gWZXDh3qHAtKtJqAeOvK59vuUBmfglNAz2Yc39r2od424yDLbiWK66O9uQWaSgotlDlNAO4XkFkM4bVT3Rn38VUDsWkczgmnQtJuZRodbcU1skv1paFygJsOZeEl4sDo9rX5e+z18nKLya3SEtOYQnX0vO5nJKHvZ2KNsHeKIrCjshk8kq/TzdHO/o1D2RA8wDubRtkvd++83Q4ukiEZZz57dabFXOx78vyKp8ADfpA1ydF6I6knGv7hUMHoM9/Td9+t6fhyh4RjrRiHDwRYb7E61Vhz6dCPATo94b58ul51xMhxZoCiDsk9j9b5PJOOLVKLDcaeMdV70r3p0QOpuunIGq9QTeJRlGUA8sfEDeprn6md0yaioyY8lyJuz688TUXHyFiDPvIshMb1cW3woRlcQ5gpSqb1UGrEWHBegJamMf5HD5VCDABLUUxhl8mC3F25xzhosqOF27KZsNg9UxROboi+ryEUC7UNRkC935t2iJIpkalglZjxF9hlhAoL20Tzt3CLDFppp84qxsuxMt2E40vrlBSKCYJru4X+d1AiFeTVlvPzW8IddpUPfejSiWEST1rn4Fmw2HYJyIXZsp58fzp32xTrBvfKZR5uy+TmFXIxjOJ3Ne2LmtPJZCZX0JcRn6ZuAJwIjaD1sG35rbzdnXk1WHNebhrPf77+yn2R6fx/K8nWXHoGl882I6CkvKbC1O5i4zF38OJlTO6MmnBQY5ezWDKwkNse74PLo6mERKSswv55UgcAG+OaGGycB1DeKx3Q+zVKt5df55vd0bzw+7LzOzVgJcGN7XYDUmxRseTK44ReT0HR3s1D4SbNhdLv2aBHH5tAEeuZjDuhwNsOZfE63+e5uWhzU1S0OFOnE3IYnnENbJLQ1OvpudxJj4blQq2P9/H6FDfm+nW0BcPZ3tyCjUs2neFj8fa4EzoTbzx5xniMwuo4+VMbyPC4yQ3Ym+nZuHUTjy6+AgHLqcxeeEhFk3tRJcG1q2o97+154jPLKCut4tZqm+rVRDk5UxCViE7IpNNcl3Zel7kZ3nXAlVGDcHP3ZHcIg3z9lzmvVGtbEZI1BNxOY3fjolrXl8jK797OjswtHUdhrYuL+6hKCK/pEanUKzVUaLRcSU1jwPRaRy5msGuCyL/7nsbzvPRpkhKtLcvyHE1rTySoHkdT2YPbEL/ZgFWvU6X4dNAhAAdmge7PxEDSnPnscmKKxfqGg2Ajo/aRtJ7W0OnK/+eGvY3T241e0d4cJlwAOSlCNdF7/9aJ2zuBqHudeG0MRd29qL65pGF4oZ8yjrT5sUzBYoiqnGCcMI1HWJcez4NoNX9Iuxvy1ui+qKl8hRqikToW2yEcPFM/NV280XerrBE/Z4wdZ34XWzsengLFavTFmbffj1rodMKUTT9stgHc64L11LMHuFWajoUhn5knu9ZpYKwXuX/16ovHtMvl4tvx5eJoix6oS64sxD4/JuJ0O09n4gJJz0BzW1bqLsZZy/o9qT4y00W4d2H5okquWkXRZGn+KOw9zPwDBZpE+qGi7QELt7g01AUVXDxrrz9zGviuzs4rzxnn57gziI82RTpHGyZioU8chLFtTU5Evq9Vv58qGGuQrOLdS6OdjzUOZTPtlxg1aFY8ou1vPbHmRvWGd8phBAfV+6/i8AS4uPKske78M32S3y/K5qjVzMY891+lj3aGT93R1JzizkZm0l4Pdu4EXJxtGP+5I50+2AbCVmFfLfzErMHmSYJ+tfbLwHQwN/NJnJJTe/ZAGcHOz7cGElOkYbvdkZTUKzlrZEtzH7TV6LV8fTKY2w5l4SjvZofJ3ekVV3DqwTeDpVKRaf6PtT3FTkSl0dc41RcFkumdaaWGQqJKIrC+xvO8+OeK5W+3qy2p8mFOoA6Xi7MGdOap1YcL8sRZcvodAo7IsWN9NyJHczyW/ybcXW0Z+HUTsxYeoS9l1KZuugwC6Z2pHtD67gxCku07IwSrrq3RrYwSxEflUrF4Fa1WbQvhotJuUa3l5VfQnahGEy3DDKN49fUvDy0GY8tP8aKg9eY0DnULOdQQzmfmM0TPx1DUcR4wRyCvEqlwt5Ohb0dZc5wX3cnOtb34aeDV8vEOoASrUJ9X1e6NvDF1dEedyc7gmu5EurrSnJOEcnZhRRpdITXq0XHerWwt0IezTvS/Rk4/SukRom8cZ2mm29b2hJY85RY9m0Ek34337buhKuvqNiXFSduwmyNvDRYPAxSRGVxBr9nvm05eYhk93s/F+6So4tFOFdYb8u4h0oKYPfH5Tm2+r0OvV40/3b7vSGq+SWdhiUjbEuwy4oXgoDeVddukmna7fe6qISbEQO/ToVHt1hGePrjMeEQdfKEh/+0jXDr26GfwMiKE+Jmk6Giwqc+L52tC3Ug8mXpUdtDbooIJ3WyfA73W0g8JYTbnITKX+/xHPR9xXL98atwH958pAh3PbZMOM0BgjrA9C03vmfgOyIX3opSJ3pFcbSm4R5Q7rgDSD4v8lqe/wuSz0G2mBQl82pp7tRSVHbiOHHzB0onKxVFvP/Cxhu34eghXPzBnf89E3P+N+k7ageRq1Of1sLRQ7idDUClKDcHfpiemNQ8+nyys9LXujf05afpXaot6MRl5DN9yREir+fQNtiLUe3r8r+153C0V7P3v30J8LCdnDvzdkfz/oZIfN0c2fdyP6NDRC+n5DLkiz0Ua3X8OLkjA1sEmqinxqMoCqsOx/LqH6dRFHC0V/NQpxDeGNHCbDcs76w9x8J9V3C0UzNvcrjZxctLyblsj0zi+12XSc8rplGAO68Nb07XMF+TOScVReF/a8+xeH8MACPa1KFThfBDHzdHejX2x8vVPGHfEZfTGD8vgob+bmx7vo9ZtmEqtDqFhq9uAODEmwPxdpVinTkoLNEya9lRdl1IwdlBzfzJnejR2HKCXXJ2Ie9vOM+OqBSyCkpwd7Jn90t9zVZx+4utF/hi60UmdAnl/dHGJb0/HZfFyG/24ufuxJHXbTc315AvdhN5PYeZvRrw6rDm1u4OIIS6ifMPkp5XTJtgL1bM6Gp2N/PNZOQV88RPxyjW6mjk706LIE/Gdw4xWeERq7D5DZHLqlYYPLrZPC4BRYF1zwoxyMEVpq633k37yocgaoNwb3SZZZ0+3I78dFhyrxCRABoPEk4kc6IpFqE6FYt8eNaF8T+Zt1rq4fnw96uiaiVYTqjTk5cGS+8T37V7oG0IdkeXwLrnQCmNEhr8vnDAmIrMa/BF6TVsytobXUampigXNrxQvl89sKhcFJCYD50WvukE6dHlz9k7w6hvhQBpLXKuww+9RU46e2cRUqoX7eydhVA2a48o3GApFEXkcvMJKz/XXdktBDvvECFI+VSSAz4rThxHig4e2we1TVzN19roSsM1NYVC3D8wV/x+2fFVe7+bv3Brh3SBoR/aftVtcxDxPfz9X5GnLqQz/FahoI6rH7wUffv33gGLiHWKojBl0WF2V5iZ1vPJ2LYGhyxezypkwGe7yC3S0C7Em3MJ2RRrdUzvEcbrI2zHbqnR6uj+wXaSc4ro29Sf+VM6YWdEOMzyiKu8/ucZwvzc2Dq7t1FtmYtfjsTy6urTZfkI63q74O5kT4d63rw5oqXRolaxRscXWy+w9XwSF0qdLx8/0IaxFSpympuLSTlMWnCQpGwx6Kzj5cx3k8JpFeRZqfh8t99JW/pdZRWU8MnmKFYcvIZKBR+OacO4Tpb7XABHr2Zw/3f7CfVxZfdLfS267eoixTrLUVii5YmfjrE9MhlHezXzHja/OA6QW6Thge/2l+VSdHZQs/SRLnQ2Y4GG73dF88HGSMa0r8tnD7Yzqq31pxJ5csUxOoR6s/oJGyhXfxtWHrrGK6uFYLBiRheruSf13CzULXuki9kmKP515KXCD73EQLx2G1FBzs7E3+2+r2DLG4BKiEDNhpu2/eqwY44IefKsC9M23hiyYk0KMoR4lHhSVOu7/0cRfqe2kBCcny7Elcj14ibNPRCePWOeYgQXNpU7U5y9hHDadrzpt3M3bhbsxsyDej1EqKyl2f0JbP8/sewVKkKBw6eYfju/zxBVSF18hGBnDqFBn6NOHwbXsL9IKG/Lud7+SWQniGrHFzaWh/aq7MS5Paiddfqkr8Tq3wwe2STCKNOiRUi02kEk7q9J+0fcESEw2qI721ykXxGuQ20JFGSK51QqQFW+HNbb+LD9fwolBaIarKYIvg6HrFjxvLMXvHztzu+9DRa5MqlUKhZP7cS604k8s/I4/h5O/P2fnkRcTmdQS8NdYbW9nPlkbFv+s+o4J0qrYgL8fDiWV4c1t438MIi8T1+Ob8+0xYfYEZXCvkup9DIijEejFSfhxgHuNinUAYzrGEL/ZgFsOJ3IO+tEfimAqKQcopPzWDC1Ix4GVvTLL9aU5dDS4+ygpp+ReYyqS+NAD36d1Z1X/zjNidhMErP+n727Dm/q4OIA/Evq7kpLSwvFtbi7Dhkb7gPGGBPG5Jsxd2NjY4q7DNfhDm2BAi2lLRWq1N2b5H5/nKZJ3WLAeZ+nT9vkJrnxe889UoRJa67UuLyRvhg2poaY2sO9wtTcq5Fp+OTQvfKgo5y2AnUAYKBH6yZ/remyrIKS8r915T3/pDI20MMfs7vhle2BOBWSjBc338RLg70xobMLWjqqp9yioESCV8r6UVoY6ePTie3Rr6W92ieWRqfmAwCcrBp/O0WlUuzwj8Wnh0MAAM1tdXgCIYAZPZvjVEgyzoam4OS9ZK0G6zhQp2Zm9rTT/vdgakAfchDo+LxqrlsQqHH1qZX0/7CV2g3UAUDPFymbIi0MOPEuMGNH3ZdRN5kU+GcYZcOY2gPzDlEvJE0ytQWeX099rlZ1APKSgWu/UVaAa7emT03NTabSqpgrVPoKAM4dKZtGW+WFZnbA3IOKgN3miRQoG/QOTe7UVOnghe+Bc1/Q3wPfBoZ8oL7HZNwPQHoEkHgL2PIsBXCsVbhtqRyoM7YCZuxUlJEyzbB0BWZsp2nHYj3K1o27ThMotRWsi/Oj38M+VvQ7e5wDXW7aGSyoVbYtNJv9/LgzMKHf+kbAxDXA5gn0f1Hj20pp7DCSWCzChM6uaOVoDgtjfdiZG2FcJ5e6L1iH0R2cceqNQXhv/13cjMlEUakMbVx0oEa/kj7edhjbwQX7AhPgH53RpGCdfMrplYg0pOQW6VTJrzI7cyPM6eOJke2dEZWaj9S8YnywLwj+DzMwa61fo3a+CkokWLAhAH7RGTA30senE9rDy8EMHnZmaiuHq01zO1NsXdQL6XnF+N/eIFyOSEVRafUBrmKJDEk5RVh95gEO3k6AlYkBJFIBIY+qNoNt52KJ14a1Kp8urGnyILA8M1JXSaQyLN91GwBNxbVsZACY1Z+Rvh7WzOyG13YE4sS9JKw+8wC/nX2Aj8e3x7hOLrA3V800r6JSKUKTcvHm7tuILAucPdutGSZ300yD7NBkyuLr1MjebWfuJ+Ptf+8iI5+CySIRMKi17g8/GdPBGWdDU7D1egx6e9lidIemf083VHBCNuau9+dAnbrZeQMdp9DktjOfAc17N70BvSDQdV3+if43sqSpr9pmZgdM/ouCk2HHtN80viAD2DJJUbY2/mfNB+qUGVsCbZ+hIOuZT+k0C1eaSGtaKWhv4ULlzLU9ftnxwO3t1K9HVqo43ao5lXlquw+YPGB36iOalJodCxx6hfrGzTui2kBWZVIJZdNd+Zn+H/YRMOBN9d0eQAG0OfuB9aOp1O3nDsArN1QzfbcgA9g2BUi4UXY7B3S7R92TTh5gNy0bBHb8f5Rp12qk5gNlorKsudKC2pdj7EnkNYh6BF9d3aSr0UgZLCO7AmLxv71BsDIxwPX3hjW6FFQqEzDkh/OIzSjAL9O7qGUaoroo74T5OJnjeV83TOvevM4dsdyiUuwKiMP+wATcS8yBuZE+Ni/sqXNTFSVSGXKLqjYeFQDkF0twPiwFnx0JqTJJcHhbJ3w2sT1MDPQgFotgZaLdHdPotHwM+eE89MUibFnYC328tTv9syYngh/hpa23YKgvxtaF6i2LZBWVSmX49cwDnA1LQXACBZxFImDZ4JZ4c6RPkwbLBCdkY/6GAKTlUYm5jakBhrRxxJsjW6OZtYlK1r8uA747i7iMQuxd2ge+Hg17XV2NSMOc9f6QygQY6omxcEALzO/rqfZsQFUQBAErdt/B/sAE6ItF+G1mV40F7O4/ysGmqw+xPzABxRIZB+o0IT8NWDuMetQ4dwQWn2taOay83BQA+r4KdJ1TtfGytpQWAt96UrnnlI1A+2e1sx4l+cDPnYCCNPrfexgwc5fqy5AbqrQIOPkhZcHlJAJFWTUv696LemHJs9CUdyUyooCrvyr60tm0oOyM1mNpmIm2A3WVFWZSD8e7u2mdrT1oCqh106eAA6CJgPH+iv/v7qYpmIBmAnXKwk8C26fQ3/omlE07+D3AqhH7EdJSGlJyYz1NPzSxAWbv40Cdrri8Cjj9ieJ/PSPghROae37k/bsA6l/24nnN3C5jukQQ6ACYmSPQ5+VGXQUH6zSoRCJDm5XHIROAs28OgpeDeaOva+56f1wMT8VPUztrLNNEVcKScjHjn+vlGSeuVsaY1qM5bM0Mqt3BzykqxU7/OMRm0JEZCyN9bNLBQF19peYWIzgxu3yYjqu1CXyczNU+NbchBEHA4s03cfp+MkwN9bBlYS+dmbIMUNbV2//exeE71Kh2eFsnrJ33FKan6wBBELDqVDg2XYtBdqEig8LUUA96YhHszAzx2cQO9comPhCYgFWnwxGTrjgK29PTFj9M6YzmdpotIe3w8X/IK5Y0+LO6sESKZ3+/gtCkXAxu7YBVU7s8dhOKpTIBK3bfxsHbidAXi7BogBdGtHNS22fAnbgsXIlMw69nIlBYSk3WB7Syx28zu2n9wMVTISuOeqtIiwHHdpSBY9GIrO6AtcDRssCDqpvkq8q5r4AL39Jktjn7qNxTU0oLgeC9NAU1I4pOG/sD0HOx5tahvgqzKOAWc1Ux+ACgKYiP7lbMlquJYzsKiA54U3M9+JoiOx7Y+AyQGQ1YugE9FlLAzmc0YNSI7fW0CJq6fOmHqtMjDcyACatVV3peX4JAr0G/P4H4ADpN34Tup54h9Z0a/F7Nz5cg0Pv89nZ6vPJpMjssXOlzw7GNZu4Hq5/ke0DoMZr0mXQXcOoIvNjEAzL1kXIf+L234v+eLwJjv1fvbTL2hOJgnYZ1+uQ/5BQ1fAewspGrLiA8OQ+/z+qGsR01X6bUVAlZhdhyLQZ7bsQhPb+k7gsAsDMzxPO+bpjd2wPuOt776UlQVCrFok03cDkiDRZG+ti1pA/auVpqe7VQVCrFi1tulg+s0ReL8MWkDpjeU0VHwVmj7fSPxceH7qFYUrUUvH9Le0zp7gYjfT2cC01Bcm4RlKus84sluBmTWf5/by9b/DO38b0tm6JEIoPPhzSKPnDliAYF2/66EImvj9P072OvD3gssumqI5UJeHP3bRy4nVh+2sL+LfBMJxeIRCLoi0Vo42zRoCnfecUShCfnQioTIJEKkAkCAmMz8cPJ8PJlOjazwpzeHpjcrZnaJoizahx9Cwj4h/5u5gssPF3/xt/X1gBXf1NM+evzCjDqS/WsZ1OVFgHbnqfMJkMLmrrq0Uf9t1ucC2ybCsRepf/F+kC7ScC4HxW9nB4XyfeAOzsp4CgpKjtRqdk4ALh0oR5w2s4WbKjsBGDT+IpTNa3cgX6vA51nVAza5acBkedoAqI8GGdsRc30cxOBvYsUp7t2U0xcNrYGBqzQbsappIT6VF78DkgLr3ieSI8y/jpNU5z26A5lSeUmKT3noDL3/suBbvOptJjpprxUYE0PyiIdupIGmajTzU00bdrcGVh0Wr1l5Yw94ThYp2GqCNaFJOZg7OpLMNQTI+CD4Y91iVByThG2Xo9BUnYRcoskEFD15WhioIfmdmaY2t0NbjYcpNOkghIJnvvjGu4/ysFz3dzw49TOWl0fqUzA4s03cDY0BSYGevhtZlcM8nHgnXodUlAiQXZhKUolAkplMvzwXxiOByfV+/LTe7jjpUHe8LAz1Vq2aUpOEXp+dQZiEfDgy7H1HuQjCAJGrLqIiJQ8fD25I2Y85gFkmUzAjoBYHLnzqMJAH7kW9mZYM7MbvBzMYKAnrvZxKpXKIJEKuBWbiVe230JmQfUZOR2aWWJMBxe8ONALBvx+1jyphAJYWyYpTvMaAoz+hkrkZBIaiCCT0ES8s18AxTnUr0pSqLiMvgnw6s3GldVpSkk+sH0a3V89Q6DbXCrZtfFU/W1JSgD/v4AbGygAJDagPoED33q8G60/yYpygJsbgYSbQNQ5RWNwu5b03In0qAeY/9+KUuaaNOsOdJoK9Fism1MvpaWUKVlaAKSGUhm0cjCuOmIDCsR69KXsSVNuP/JYuLMT2L+Enr8Xz1HbA1V6cAq4/jsFrI2tgFtbKCu33URg6mbV3hZjTxEO1mnYwO/OITajAJtf6NnoIRPrL0fjsyMhGNrGEevn91DxGjJW0Q7/WLy3LwiedqY49Gp/rQ5x2HztIT46eA/GBmJsXNATvb34SK6uk8oEXHyQilMhydjuR2PLp3V3h6+nDfSVgjtikQid3KyalHGsKmFJuRj180XYmhni1soR9b7csaBHeHnbLRgbiOH/wfAnauDJDv9Y7PCPRXoeZUKn5xdXGKZjZWKAzya2L++hKpMJ+OLofWy+9rDCoBoLY33YmxtBT0zZeQZ6Ykzu1gzz+3rqVCuAp9apjxWN7xti6Eqg7XjA3OnxyBQryQf2vQiEHqH/ja3KGrC3BLovBMybOAxGJqUd11ubFZlL3Hz/8ZMZQ9Nxg/ZQVlJlNp7Uj0vPCIBQlm13hs7rPBOY+NvjUQIsV5Jflin7a8WhACI9oNMUYOA71JvOWPtVFqyBBIEOUjz4j/736A90X0AZvnpNnDdZnAes7qooi67svYTGlZIzxjhYp2lv7bmDf2/GY3K3ZvhpapdGXcfaS1H44uh9TOziil+md1XtCjJWSWpuMUauuoDMglIMbu2AjQs02OOnkuU7A3HgdiLm9vHAZxM7aG09WMMJggC/6Azoi0Xw9bDR6cDMxfBUzF1PDcH/Wz4QrZ3rnjAem16AyX9cRVpeMV4b1gorRvioezW1KjW3GMu230LAw4wKveXtzQ1haqgPiVSGxOyKGRpjOzrjp6ldYGzwGO28Po3y04H0BzTJM/IsoJzxLhJTNpq0hErgfOdTSZ9x46Yma5VMBtzZDlz7HUi5pzjd1J4CagamgEtnoPfLgEE9y9kFgfqBBayjxxAA9I2BXkvosbL1UvndYBqQm0STcrNiFaeZOQK9l1bNLAs/CWTFAN1feLwCdezJ90k1n9MWrkCbscDQDykQW18PTgPnv6KDNAANs7DxBDpOBa7/AZTkKpZddBZw823KmjP21OJgnYadC03Bgo0BsDc3xI0P65+xoWzr9Rh8eCAYDhZGuPTOEN7xYWp3Nz4LE367AgB4d0wbzOntATOjJh6Jq6dSqQz7byUgODEbW67HQBCAv+f4YmT7RjRAZ6we7iVmY+JvVyCRCbAxNcDFd4bU2jtPIpVh5KqLiErLRxtnC+x/uV+jp30/bmQyAbnFEqw6FY6NVx9WOE9fLMIPUzpjRDsn6IlF/F31OJIUUwBKrE+BB+UguyDo3mTPxpAUA/cPU4DlxgYgO67i+ZZugJ0X0HI49eOrHIAJ/4+y6ArSqTdd5kM6XWxAQza6zgHsW2rkrjDGWI2Ug3UD3qRy74KyFheeA4Apm+rXe7A4F/ilS9Uy8CEfAoPeBnKTaQLm7W2AmQPw0hXAwklV94KxpwoH6zQsMasQfb85CwDYsbg3+ng3vIwvM78EY365hKScInw+sT3m9PFU8VoyVpFMJqDdxyfKy966NbfGxhd6qq3MTyYTkJ5fAolMhg/2B+NsqCK1fnbv5vh8Ygedzsxij7/ghGw88+tlAKhzkI+8PNtQX4zL7wyB42M6VKKp4jIKkJFfAomMhke425jC2erpfCzYY6q0iMoYCzNp2uW134HibMX5JraAkQX1+pKW0ITX0vyK1yESA/3fALrM4r50jDHdsWEskBQMvBJAwbPSQsqe3vciUJJHy7QdDzy3HtCvZbDWrS3AoVfobyt3xQGO2fuAlsMUy0lK6IDO4zZohjEdwsE6LXh9ZyAO3k7EkkFeeG9M20Zdxw//heG3cxGwMTWA3/vDYaivg41r2RPl8oM0HLydgEN3ElEskaGTmxU2v9AT1qb1n5RZF0EQ8OeFKKy7HI20vOLy0w30RBjb0QX9W9rjuW5uENez4T9jTTFvvT8uhKdibEdn/D6r+hKOR9mFGLnqInKLJFjQzxMfj2+v4bVkjKlNQQYQ5w8k3aXeZUXZ1S/nuwBo+wwN2LDxAKzcNLuejDFWFwn1nK0SiIu6AJx4F0gJof97LgGGrQSurKbS2JbDKk4vXj+GJlsP+xjo+xoQvBcozAB6vfRkZFszpkM4WKcFf12IxNfHQwEAfu8Pg1MjsjCKSqXo+81ZZOSX4MNxbbFoAPdBYZpxLzEbc9b5IyO/BNamBhjk44B5fT3RrXkDel1UQxAEfHMiFH9diCo/TSwCXKxMsGpaF/RswRPHmGb9ezMeb+25g54tbLF7SZ8q5yfnFGH639cRnZYPd1sTHFrWHzZmqgteM8Z0iKQESAoCUFYWrGdIP8aWgLmjtteOMcaaJuw4sGM6/e3ciQ5SAABENDV76EogcAuVuEIEvHFPtyd/M/YE0EzTKVaBh51Z+d+v7gisdiewLsYGepja3R1/XojEvzfjOVjHNKa9qxV2vtgbs9b6ITW3GAdvJ+JEcBI+GNcWndys0cXdusHXWTlQ9+G4tpjbx5MzRplWmZf1ZZQqTTNNzinCnhtxuB2XhVuxWcjIL0EzaxPsWNybA3WMPcn0DblJOmPsydV6DA3VeXSHAnV6RoBHHyDqPHBrE/3I9VzMgTrGNID3hLVgZDsn/DGrGwDAPzoDecWSRl3PM52oh9KDlDxEpeapbP0Yq4uPkwWOvTYAP0zpjP4t7VEskeGjg/cwac0VvLcvCDJZ/RN2c4pK8f7+4PJA3WcT22PRAC8O1DGtyy6kkhF51XVWQQmG/3gBP5wMx+n7KcjIL4GbjQl2vtgbbjamWlxTxhhjjLEmalM23VVsAEz4FZh7EFhwHHAsa/Eh1gcm/AaM+U5768jYU4TLYLVEKhPQ+dOTyCuW4PNJHTCnt0eDr0MQBMxd749LD9LQzsUSB5b14wAH07hiiRS/nonAhfBUBCVQPx8DPREM9MTQE9NvsUgEe3NDrHymHS5HpOFY0CPkFVGQOr9EUj644rOJ7TGXB6YwHSCTCXjuz6sIjM3CmyN88OqwVrj0IBVz1vkDAD4e3w7tXCzR2d2ap5wyxhhj7PEnCEBmNGBoAZg7KE6XSoB7+6kfp0fDK8IYY43DwTot+v6/UKw5F4nhbR2xdl6PRl3Ho+xCDPruPEqkMmxf1At9W9qreC0Zq7/DdxLxzr93UVgqbdDlvOzN8MmE9hjo41D3woxpwD8Xo/DlsfswMdDDubcGw9nKGG/suo39gQmY1MUVP0/vqu1VZIwxxhhjjD2huGedFvVqYYc15yIRnZZf4zIymYBzYSk4eDsREhllHzlbmmBYW0f09baDi5UJOrtbIeBhJvYFJnCwjmnV+M6uGNbWEVkFpZBIBUhkMkhkAiRS6kl3MTwVRvpifDGpAzq5WUMkAsQiETztTKGvx1mhTDek5hbjh5NhAIAPn2kLZytjBDzMwP7ABADAwv7cI5QxxhhjjDGmPhys0yIXK5oCG5maj5sxGfD1oGmXgiBg3eVoHA16hNBHudVmKa2/Eg1jAzFMDfVhZWIAgCYXDvRxwITOrpq7E4xVYmqoD1PDqh8t6+d1x8mQZHjamaGdq6UW1oyx+jl4OwHFEjo40t3DFtv8YrD6zAMAwNTubujoZqXN1WOMMcYYY4w94bgMVste2BiAs6EpGNDKHpsW9IRIBHx2JAQbrjwsX8bYQIwxHVzQtbk1BAG4/ygHR+4+qnYwhaOFES79bwiM9LmHEmOMNcbugDi8s/duldMtjPXx3/KBcLU20cJaMcYYY4wxxp4WHKzTssjUPIz55RJKJDK425rA1swId+KyAADvjG6Nke2c0cLeDHrycYRlCkokSM4pRlRqHr46dh+RqYpS2kOv9EMnN2sN3gvGGHtyFEuk+P5EGA7eSURqbjEcLYzQv5U95vbxRBd3a22vHmOMMcYYY+wJx8E6HXD4TiJe3xkIWdkzYahHPb2m9nCv1+UFQcDhu49wKyYTndys8GzXZhCJRHVfkDHGWI1KpTJEpOTBx8miygETxhhjjDHGGFMXDtbpiMN3EvH+/iCMaOeE98a0hYOFkbZXiTHGGGOMMcYYY4xpGAfrdIhUJnD2BmOMMcYYY4wxxthTjIN1jDHGGGOMMcYYY4zpCLG2V4AxxhhjjDHGGGOMMUY4WMcYY4wxxhhjjDHGmI7gYB1jjDHGGGOMMcYYYzqCg3WMMcYYY4wxxhhjjOkIDtYxxhhjjDHGGGOMMaYjOFjHGGOMMcYYY4wxxpiO4GAdY4wxxhhjjDHGGGM6goN1jDHGGGOMMcYYY4zpCA7WMcYYY4wxxhhjjDGmIzhYxxhjjDHGGGOMMcaYjuBgHWOMMcYYY4wxxhhjOoKDdYwxxhhjjDHGGGOM6QgO1jHGGGOMMcYYY4wxpiM4WMcYY4wxxhhjjDHGmI7gYB1jjDHGGGOMMcYYYzqCg3WMMcYYY4wxxhhjjOkIDtYxxhhjjDHGGGOMMaYjOFjHGGOMMcYYY4wxxpiO4GAdY4wxxhhjjDHGGGM6goN1jDHGGGOMMcYYY4zpCA7WMcYYY4wxxhhjjDGmIzhYxxhjjDHGGGOMMcaYjuBgHWPsieDp6QmRSIT58+dre1UeWyKRCCKRCJ988kmV8zZu3Fh+/sOHDzW+bowxxhh7MvE2XNPVtg3HGHs8cbCOMcbYYyk3NxerVq3CkCFD4ODgAENDQ1haWqJjx45YtmwZgoODtb2KjDHGGGOMMdZgHKxjjGnc4MGDIRKJMHjwYG2vCntMBQYGon379lixYgXOnz+PtLQ0lJaWIjc3F8HBwfj999/RpUsXfPvtt9peVcYYY+yJwdtwjDGmGRysY4wx9ljJysrCmDFjEBcXBwAYOHAgduzYAT8/Pxw9ehTLly+HgYEBpFIp3n33XezcuVPLa8wYY4wxxhhj9aev7RVgjDHGGmLt2rVITk4GAEyZMgW7d++ucP7YsWMxZMgQTJw4EQDwxRdfYPr06RpfT8YYY4wxxhhrDM6sY4wx9li5evVq+d8rV66sdpkJEyaga9euAIB79+4hNzdXI+vGGGOMMcYYY03FwTrGnnJXrlzBokWL0Lp1a1haWsLQ0BBubm545plnsGbNGmRlZZUvO3nyZIhEItjY2KCoqKjW65VIJHB2doZIJMLYsWMBAPPnz4dIJMKFCxcAABcuXCifXiX/8fT0rPb6jh8/jrFjx8LBwQGmpqbw8fHBihUrkJCQoJLH4Wmwfft2DB48GDY2NjA3N0eHDh3w8ccfV3iOG6tyD5uIiAi89NJL8PLygomJCTw9PbFw4ULExMRUuFxwcDAWLFgALy8vGBsbw93dHUuXLkVKSkqNt1VSUlL+t5eXV43LeXt7V3sZxhhj7EnA23BPj6Zsw8mfu5qeH7mNGzeWP5cPHz6scn7lqb1hYWFYvHgxPD09YWRkBCcnJzz77LO4fv16jbdx/vz58ts4f/48AGD37t0YNmwYHBwcYGJigtatW+Odd95BRkZGnfeNsSeawBh7KhUUFAgzZswQANT68/HHH5df5ujRo+Wn79ixo9brP3jwYPmye/bsEQRBEObNm1fn7Xl4eFS5rjfeeKPG5R0cHISAgADBw8NDACDMmzdPhY/Sk6G0tFSYMmVKjY+hl5eXEBUVVe1zLrdhw4by86Ojo6ucP2jQIAGAMGjQIOHUqVOChYVFtbfl6Ogo3L9/XxAEQdi+fbtgaGhY4+sgISGh2vuzYsWK8uXu3r1b4/3u2rWrAECws7Nr1OPGGGOM6SLehnt6qGIbTv7cVff8KKtrW0/5edq3b59gampa7Trp6ekJO3furPY2zp07V77cmTNnhNmzZ9d431q2bCk8evSoEY8aY08Gzqxj7Ckkk8kwceJE7NixAwDQqlUrrFq1CpcuXcLNmzdx5MgRvP/++2jZsmWFy40ePRpubm4AgA0bNtR6G/Lz7e3tMWHCBADAl19+iaCgIHTv3h0A0L17dwQFBVX4OXnyZIXr+fnnn7Fq1SoAgKurK3799Vf4+fnhwoULeOedd5CdnY0pU6agoKCgiY/Kk+utt97Cnj17AACtW7fGunXrEBAQgNOnT2PJkiV4+PAhpk2bppLbSkxMxNSpU2FtbV3+XF26dAnLly+HSCRCSkoKFi1ahICAAMydOxfe3t5Yu3Yt/P39ce7cOcyZMwcAEBMTgxUrVlR7G4sWLYKenh4Aek1V5+jRowgMDAQAvPTSSyq5b4wxxpi28Tbc00WT23D1FRQUhJkzZ8LJyQm//fYbrl+/jmvXruGTTz6BsbExpFIpXnzxRaSmptZ6PStXrsTWrVsxadIk7Nu3Dzdv3sSxY8cwbtw4AFSl8cYbb2jiLjGmm7QdLWSMad4vv/xSftTq2WefFYqKiqpdTiqVCvHx8RVOW7lypQBAEIvFQlxcXLWXS05OFgwMDAQAwuuvv17lfOUsrNokJyeXH7Xz8PCo9ujamTNnBH19/fL7w0dlK7p7964gFosFAEK3bt2E3NzcKsts2rSpxiPxcvXNrAMgtGrVSkhJSamyzFtvvVXhaHrfvn2F/Pz8KsvJjyDr6+tXez2CIAh//vmnoKenJwAQhgwZIuzcuVPw9/cXjh07JqxYsaI8Y2/UqFFCXl5e3Q8UY4wx9hjgbbinh6q24VSdWQdA8PX1FbKzs6sss3Xr1vJlfvrppyrnK2fWARC++OKLKsvIZDJh5MiRdW4LMvak48w6xp4yMpkM33//PQDAzc0NmzdvhpGRUbXLisViNGvWrMJpL7zwAkQiEWQyGTZt2lTt5bZu3YrS0tLy5Rtr06ZN5Udbf/zxRzg7O1dZZujQoVi8eHGjb+NJ9+eff0ImkwEA/v77b5ibm1dZZu7cuRgzZozKbnP16tVwcHCocvrLL79c/ndaWhrWrl0LU1PTKsstXboUAPXMuXbtWrW3sWTJEly7dg2TJ0/GuXPnMH36dPTs2RNjx47FTz/9BHd3d6xbtw5HjhyBmZmZiu4ZY4wxpj28Dfd00cY2XH2tX78elpaWVU6fOXMmXF1dAQCXLl2q9Tp8fX3x/vvvVzldJBKVV1fUti3I2JOOg3WMPWVu376N+Ph4AMDixYur/eKvjaenJ4YPHw6AGtFWR14+4evri06dOjV6XU+fPg0AsLGxwcSJE2tcrikbk086+WPYsWNH+Pr61ricqh5Da2trjBo1qtrzWrRoAQsLCwBAp06d0LZt22qX69y5c/nfUVFR1S6Tk5OD9evXl9+/yqKiorBlyxb4+fk1ZPUZY4wxncXbcE8XTW/D1VfHjh1rfG2IRCJ07doVQM3bcHIzZ86ESCSq9jzl+1vX9TD2pOJgHWNPGXkfLwAYMGBAo65j0aJFAKiXROWjZjdu3EBwcDCApm88BAUFAQC6du0KfX39Gpfr0qULDA0Nm3RbqhAeHo7g4OBqf1QxcbWhiouL8eDBAwBAjx49al22Z8+eKrnNVq1a1bjhBVAwDwB8fHzqXAYAcnNzq5yflJSEvn374s8//4REIsHXX3+NyMhIlJSUID09Hfv370f79u1x/vx5DB06FLt27Wr0/WGMMcZ0BW/DqQ9vw9VfmzZtaj3f1tYWQPXbcPW9Hvl11Od6GHtS1fzJyRh7IqWlpZX/7eLi0qjrmDRpEuzt7ZGWloYNGzZU2GBcv349AMDY2BgzZ85s0rrKR7Y7OjrWupy+vj5sbW2RlJTUpNtrqpEjRyImJqba8zZs2FA+6l5TMjMzIQgCgLofQycnJ5XcZnVlrcrEYnGdy8mXAQCpVFrl/FdffRX37t2DSCTC0aNHMXjw4PLzbG1tMWnSJAwfPhw9e/bE/fv38cILL2Dw4MEqu4+MMcaYNvA2nPrwNlz91Xdbr7ptuPpeT13bgow9DTizjjHWYIaGhuVTO/fs2YP8/HwAQFFRUfl0smeffbZChlRT1JapxernSXkMMzMzsW/fPgDA8OHDKwTqlJmbm+ODDz4AABQUFGDnzp2aWkXGGGNMZ/E23OOHH0PGnk4crGPsKWNvb1/+96NHjxp9PfIyiry8vPKR8gcOHCgvFVBF/wwbGxsAQHJycq3LSSSS8iO42vTw4UMIglDtj6aPyAIVy0nregzrOl9XhIWFlTdb7tatW63LKvc7CQ0NVet6McYYY+rG23Dq8yRvw8mz1OTbTzWRB24ZY7qBg3WMPWWUAxwXL15s9PW0a9cOffr0AaBoRiwvn/Dw8MCwYcNqvGx9jxB27NgRADVUlkgkNS53584dlJSU1Os6nybGxsZo1aoVACAgIKDWZes6X1co972p7TUBoHyaXeXLMcYYY48j3oZ7eqhyG04+3Kuu3nvh4eH1X0HGmNpxsI6xp0znzp3h7u4OAFi7di3y8vIafV3yI7OXLl3CuXPncObMGQDA/Pnza92YMzY2BkDNc2sjn1iWkZGBw4cP17icfAOTVSV/DIOCgio0pq7scXkMPT09y19blRtjV3bhwoXyv1u0aKHW9WKMMcbUjbfhni6q2oaTbwPl5uYiLCys2mVKSkqwd+/eRq4pY0wdOFjH2FNGLBbj7bffBgDEx8dj7ty5NR7RlMlkSExMrPG6pk2bBgsLCwiCgJkzZ0Imk0EkEmHBggW1roO8KXJUVFR589zqzJs3DyYmJgCAFStWVJvmf+HCBfz999+13t7TbMmSJeUb3S+++GK1JQ7btm3DsWPHNL1qjWJvb4/evXsDAPz9/bFp06Zql4uJicGXX34JgLIAxo0bp7F1ZIwxxtSBt+GeLqrahhs0aFD53z/++GO1y6xYsQIJCQlNWFvGmKpxsI6xp9CyZcswYsQIAMD+/fvRsWNH/PLLL7hy5QoCAwNx/PhxfPzxx2jTpk2tG1FmZmaYPn06AJRP8Ro6dCg8PDxqvf2+ffsCAFJSUrBixQrcvHkTERERiIiIqDCJy8nJCZ9//jkA6iXi6+uLNWvWICAgAJcuXcJ7772HUaNGoVmzZnBwcGj8A/IE69y5M5YtWwYAuHHjBrp3746NGzfi5s2bOHv2LJYuXYq5c+eie/fuWl7T+vvqq6+gp6cHAFiwYAHmzp2LI0eO4Pbt27h06RK++OIL+Pr6lr8mX3jhBbRu3Vqbq8wYY4ypBG/DPT1UtQ3XtWvX8rLnf/75B/Pnz8e5c+dw69Yt7Nq1C8OGDcOaNWvKn1vGmI4QGGNPpfz8fOH5558XANT68/HHH9d6PX5+fhWW37ZtW523nZubK3h5eVV7ex4eHlWWf+2112pcP3t7e8Hf31/w8PAQAAjz5s1r3APyBCspKREmT55c42PYokULITIystbnfMOGDeXnR0dHVzl/0KBBAgBh0KBBta5LfZ+nul5/27ZtE8zMzOp8/U6fPl0oLi6u9bYYY4yxxwlvwz09VLENJwiCcP/+fcHR0bHG63nrrbfq3Nar7/M0b968Gl8P586dK7+Nc+fO1Xo99X0dM/ak4sw6xp5Spqam2LNnD86ePYs5c+agRYsWMDExgaGhIdzd3TF+/Hj89ddfePPNN2u9np49e8LHxwcATa6aPHlynbdtbm6Oq1ev4vXXX0fbtm1hampa6/K//PILjh49ilGjRsHW1hbGxsZo2bIlXnvtNQQGBqJHjx71v+NPIQMDA+zduxdbtmzBgAEDYGVlBVNTU7Rt2xbvv/8+bt68CS8vL22vZoPMnDkToaGhWLlyJfr06QNbW1vo6+vDzMwMrVu3xrx583D27Fns2LEDhoaG2l5dxhhjTGV4G+7poaptuDZt2uDWrVtYunQpPDw8YGhoCAcHB4wePRpHjx7F999/r4F7wxhrCJEg1NJsgDHG6pCTkwNnZ2cUFhZi6dKl+P3337W9SowxxhhjrA68DccYY7qLM+sYY02yY8cOFBYWAgAWLlyo5bVhjDHGGGP1wdtwjDGmuzizjjHWaBKJBO3bt0d4eDi6d++OgIAAba8SY4wxxhirA2/DMcaYbtPX9gowxh4vGRkZyMjIQHp6On788UeEh4cDAN5//30trxljjDHGGKsJb8Mxxtjjg4N1jLEGWb16NT799NMKpz3zzDN49tlntbRGjDHGGGOsLrwNxxhjjw8O1jHGGkVfXx8eHh6YMWMG3nvvPW2vDmOMMcYYqwfehmOMMd3HPesYY4wxxhhjjDHGGNMRPA2WMcYYY4wxxhhjjDEdwcE6xhhjjDHGGGOMMcZ0BAfrGGOMMcYYY4wxxhjTERysY4wxxhhjjDHGGGNMR3CwjjHGGGOMMcYYY4wxHcHBOsYYY4wxxhhjjDHGdAQH6xhjjDHGGGOMMcYY0xEcrGOMMcYYY4wxxhhjTEdwsI4xxhhjjDHGGGOMMR3BwTrGGGOMMcYYY4wxxnQEB+sYY4wxxhhjjDHGGNMRHKxjjDHGGGOMMcYYY0xHcLCOMcYYY4wxxhhjjDEdwcE6xhhjjDHGGGOMMcZ0BAfrGGOMMcYYY4wxxhjTERysY4wxxhhjjDHGGGNMR3CwjjHGGGOMMcYYY4wxHcHBOsYYY4wxxhhjjDHGdAQH6xhjjDHGGGOMMcYY0xEcrGOMMcYYY4wxxhhjTEdwsI4xxhhjjDHGGGOMMR3BwTrGGGOMMcYYY4wxxnQEB+sYY4wxxhhjjDHGGNMRHKxjjDHGGGOMMcYYY0xHcLCOMcYYY4wxxhhjjDEdwcE6xhhjjDHGGGOMMcZ0BAfrGGOMMcYYY4wxxhjTERysY4wxxhhjjDHGGGNMR3CwjjHGGGOMMcYYY4wxHcHBOsYYY4wxxhhjjDHGdAQH6xhjjDHGGGOMMcYY0xEcrGOMMcYYY4wxxhhjTEdwsI4xxhhjjDHGGGOMMR3BwTrGGGOMMcYYY4wxxnQEB+sYY4wxxhhjjDHGGNMRHKxjjDHGGGOMMcYYY0xHcLCOMcYYY4wxxhhriKIcba8BY+wJxsE6xthjoVQq0/YqMMYYY4yxp1lRDnDifWBNb+Abd+DoW0BBhrbXijH2BOJgHWNM52UVlGDgd+fw5dEQFEuk2l4dxhhjjDH2NAo9AlxfA6Tep/8D/gFWdwFCj2l1tRhjTx4O1jHGdN6acxF4lF2Efy5F4+Wtt7S9OowxxhhjTJcIAuD/D7BuJHD4dUCmpooMW2/F3z0WAY7tgaJsYO9CIOW+em6TMfZU4mBdI8RnFiAkkXsUNERRqRTXItO1vRrsMRSfWYBNV2PK/zfU548tph5pecW4FZup7dVgjDHGWEPd3g4cewuI8wNubgSu/qKe22neC2g3kf4OOQTM2A54DQZKC4CTK9Vzm4yxpxLv9TbQvlvxGPDdOXx25J62V+Wx8dnhELRZeQIz/rmOL46EcO8x1iA/nQxHidJrZmgbRy2uDVOVzPwShCTm4EpEmrZXBQBwLTIdfb4+g9d3BkImE7S9Ok+k7IJShCTm4GJ4qrZXhTHG2JMm/AT9Nnei3wHr1HdbE9dQRl1+CrBrNjD2B0AkBiJOAUlB6rtdxthThYN1DdTbyw4iANejMvDZ4RAIwtO7U5dTVIqrkWkQBAH3ErPR+6sz8Hz3KIb+cB6z1l7HvzfjsenqQ6y/El1+mbWXo9Hqg+P4+th9CIKAq5FpOBCYgNyiUi3eE6ar4jMLsP92QoXTBrV20NLaMFXacCUaY1dfwqy1fjrx/u/ibg1jAz3EZRRiydabfFBBDfbcjMPY1Zcwd70/MvNLtL06jOmWE+8Bl3+mTB1uVs90nS7u/5Tk0e9eL9HvnERApqY+x0YWwMxdgIktBeeizgPtn6XzLq9Sz20yxp46+tpegcfF0buPkJRThO4eNujibo1bsVlYfyUacZkF+HVGVxgb6Gl7FTVGEASsv/IQnx8JAQDM7+uJI3cTkZZHO19RafmISsvHlYiay17/uhiFXl62eHV7IPJL6It0Rk93PNvVDdFpeRjW1gn25kbqvzNMp12LTK+wPehhZwpHC2PtrRBTGUsTg/K/119+iNeHt9LKelx6kIp7iTno2cIW/bztceJeEk6FJGPc6kvYvaQPrE0NtbJeTyJzI8Umx18Xo/DumDZaXBvGdEhKKHD9d8X/HZ4HnldjVtDjoLQIMODve51TmAkcexvwHAD4ztP22lQkKTsIZOVOWW6CFMhPBSyc1XN71u5A/+XAqY+AsOPA8E+A4L3Avf3AsI8AG0/13C5j7KnBmXX1kJ5XjGXbb+HzIyGYuOYKbsVmlZ93KiQZ0/66htj0Au2toIZdiUgvD9QBwMarD8sDdeZG+nhtaEt0dreGrZkhWjqa13g9q049gLOVYkNsh38cpv51Df/bG4QRP13AkbuJ6rsT7LFw42HF/mGzejXX0powVSuVKqKwe27GaW09lmy5iW+Oh2Ly71dx4l5S+enhyXmYtOYKghOytbZuT5piiSJb8d+bcU91ZrpOyo4HEm9rey2eTnd3Vvw/M7r65Z4WqWHAzx2p75i6MqMYPbalRfS3IADZCbUvn58O/NEPCNoDnFoJFOlY/25pMf02NAXMylqm5D5S720aW9NvPUPApRMFMQUZEP6fem+XaZZUAhTnanst2FOIg3X1YGtmiBb2ZjWefyc+G2NXX8LB23V8yT0hLlfqMWVtaoAZPZtj/8t9EfzpKKwY2RoHl/XDrZUjcHrFIAz0qb5sMSghG5Gp+dWel1lQile2B+KzwyHVns+eDgExilKgzm5WeKFfCy2uDVOlolLFDlh8ZiFSc4u1sh6+HjY1nvcwvQCTf7+KtZeiuI+dCig/52l5JYjPLNTi2jylEm8DWXEVS9gizwEbxgGrOgB/DwJK1HzwURCAnEfAwytA/E31TWx8XNzYAFxbU/E0sUH1yz4NSouAf1+gXmCHXwd2zwVK+bNC5c5+CXxmC3zpBBx7hx7nVe2AoH9rvkxOPJBTtq/j1AEwttTMutaXpGw7Qs8IsHShv3PUHKwrKduPMSzbT2zeh34/uqPe22WaE3kO+NwO+NqNnlc+0PhkKsmn7+OcRECq/fY8clwGWw8ikQgfjW+HBRsCAACLB7TA2dAURKfl443hPrgQnoobMZl4fedtXAhLxacT28PC+Mnc0ErKLsKmqw8BAHP7eODDce3qnM75/tg26O5hA3MjfcRnFsLa1ADdPWzw+q7bVXbQN8zvgX4t7fHLmXCsORdZXmq8eIAXTA310N7VEiKRSF13T+0epuXj4O1EvNDf84l9jahKZGoeopSCuZ9O7AB9PT6+8KQoKJFU+H/DlWi8M1rzZZEfjGuLcasvQyoTMKtXcwQn5uBOXBYW9m+BuIwCnAxJxhdH7+PigzT8MKUTl2E3gbzlgdy6y9H4ZEJ7La3NU+jBaWDbc/S32AAwtqIMlKzYisvtmQfM2AmIVdzeI/oS8N97QHokTU2Us3AFPPoALp1poqJTR0D8FH3WX/kFkCr1cGzeBxj9De0QPsbbO42SHgnsmA6khStOizwHZEQBTvxZoVIpSgfD/f9S/B1/A+j4fNXlk4IowC4Xc6XqMtomD9bpGwIWLgAC1Z9ZVzlYV1DWAsik5gOB7DGQFQdc/wO4XulAyl8DAZsWQJ9lQM/F2lk3ph4XfwAu/0R/j/oa6POydtenDAfr6mlIa0eMau+E/+4lIzW3GKfeGITcIgmsTA2wdLA31pyLxC9nwrEvMAE3YjLx8/Qu6Nb8yfug3u4Xg8JSKbo2t8Yn49tDLK57Q7KNsyXaOFc9+ub33jB8evgetvnFQiITMLlbMwz0cYCeWIS3R7WBRCbgrwtROBWSjFMhyQCAQT4O+GuO72PZI1AQBCzcFIDI1HycDU3GwVf6a3uVNKZEIoMAAUb69X/ePlXKquzW3Bpd3K3VsGZMG7ILS3EsiEpOe7WwhV90Bo4FPdJKsK6NsyUW9PXE2svRCEvKxYGX+yK7sBTWpoYQBAHb/WPx+ZEQXAxPxZifL+H7KZ0wtI2TxtfzcZdfLMGhsuxz5ef84/HtHusDMI8VQSmDTVYKFKQB8piZey+gxyLg4DLgwUnqwTTqS9Xe/r19iimJIjH1lSrMBHITqc9T8F46r80zwPRtqr1tXSWTKQIMAODWAzC1owxHM0d6Tga+/XgELyUlFIQ1sW7c5TMfAv8MBYqyFKcZmgNTNnGgTh2eWUUBt8KK7UaqBO8BChxvnqgIRNVGUgJEXwAenKIgvHzogibIyg4CisSApSv9Xd39USX5UAt5sE6v7EB8Drfyeewce4daEth4AknB1PNQmXsvyqzLjAaKuEVKFWHHAc/+VB5v1Uzba9MwggD4KR20OP8N0GWGTgTdOVjXAMuGtMR/95JxLDgJn0woLW88rq8nxuvDW6FfSzu8vvM2YjMK8PwfV/HSIG+8PKRlhabajzP5jisAjGznXK9AXW3EYhE+ndgB/xvTBvnFUjhYVBwo8d6YtujsZo3lO2/DwlgfmQUluBCeijYraTR7ZzcrbF7YC1Ymj0eGmkgkQmc3a0Sm5uNOfDbWXorCogFe2l4ttcjIL8HstX4oKpXCytQAIYnU12Rqd3e8ONAL7ramdV7+8oPU8v+f7fqYfeizGpVIZHhhYwASsgrR3NYUq2d0Rf9vz+JhegFuxmTA18NW4+v04iAvbLz6EDdiMvEgJQ8+ThYA6D07q5cHenra4tUdgQhNysULG29geg93vDO6DWzNePhEfUikMry45QYephfAxcoYv87sikHfnUdKbjGuRKSjfyt7ba/i08FnJNBtLnBrM/3/0mXKCjEwBRzblu1kioB9i4Brv9EOiyozB0zK3tsunYGFpyn7RVJMGXfJQUDMNeDBf0DoESAvBTB3VN1t66KibODSjxSslIsPUPydnwKc/wqw864+00mXxPoB26fS8/mKP2DdwP6y2fHAL50rnjboXaD30sYH/1jtzB2B2XuBdSMVQS4AeHiZ+nPpKe27JNyqPlAnKQYe3QUiz9IBgOwEIOyoIpBxd5dmg3UWzkBGJJW+Onei0+JvqPc25Z9Tyfcqnh5xBjj7BQ24GPU1ZTEz7RAE+q4zNKs5Wzk1HPD/G4BQtYS541Rg0u/0HVmcB0ScApp1V/tqP1YSblFWNAAYWgAvngfsW1a/rCAAYcfoIIwuDWExdwAyyzJli7OB+0eAbnO0u07gnnUN0rGZFdq6WKJEIsPOgKoN0bt72uLY6wPwbNdmkAnA7+cjMfj78zh4OwGFJY9/g9yM/JLyQRLPdHJR2fWaGupXCdTJje3ogvufj8bNlSOwY3HvCufdic9+7IZQjFN63L44eh9/nI/U4tqoz4XwFIQ8ykFUWj4CY7NQLJGhWCLDlusxGPbjBewKqP1I57nQFMhbhOmJRRjbUXWvN6ZagiDgVmwmwpJqb7ybklOE7/8LRc+vTuNmDB3Jf3OkD5wsjTG5qxsAKovUBkcLYwxtQxvcm689rHJ+KycLHFjWD4v6t4BIBOwMiMOAb89iy7WHyC3Snb4WmiIIAm7HZZUH4WuSnleMH0+Goe83Z8ung78+rBUcLYwxrYc7AGDd5Si1ry9TMuIzQFSW4bxrDgVJXDopskE6TQGGrqS/j78DXP5ZNf15ivOAwC30t+8CCtQBgL4R0Go40P8NYNZuxQ52xJmm36auKs6lcpufO1EJLAD0fbX6Zc2dFI+JLru9jTLiJIUN7xF2bz+wSjlzTgQsOAEMeY8DderWzBeY8Btlc8oVZwOPbldc7kENwxKO/w9YN5yCyhe/B+5sr5hxJAg0xCLqPAXl1c3ag35nxQDNy/YZEm6qt/9Ui0H0O/oCEHoM6LGYhk0UZ9NjcnMjkK29IVoMNBDl62bAp9bAJ1bAvwuB5Eo90a+uBiAAXkOAKRvpeQQAh7bAxN8U35FG5hSAtnbX4B3QcYIAnHhX8X9JLrBxLBDnT+///UuBw8sV2xJhx4GdM4FN43WnZ61IpAjAGpQF1s9/Q60ZtIyDdQ0gEokwuzcdLfzuRGj5DqcyKxMDrJrWBX/O7obmtqZIyyvG6ztvo+Mn/2HCb5fx9bH7SMou0vSqq4S1qSHkyXR19alTJb2yG+3lZYfxnV3LT182xFtnM67uxGXhaqVBHABwN75i2vS3NbyOHnfyXnND2zjil+ldcHrFQGxf3Au9vWxRIpXhg/3BNd5vqUzAVr+Y8v+dLY25v5+OuvQgFcN+uoDJv1/FqJ8vYvHmG3iUXbURuCAI+N/eu1hzLhJZBbTRPKKdE8aVBWHn9fUEAJy8l4zI1DyNrb+yWb1pI3/r9dhqDwIYG+jhw2faYefi3mjrYon8EilWHryHTp+exOifL+Kjg8GISNHOumuSX1Q6Rv18EZPWXMHY1Zcwf4M/4jKqH0jw0cF7+PVsBFLKepMOaGWPyd0oMCt/zs+Hp9YZ9GMqZGIDTFhNEwwzo4G9CxWZdnID3qQdFUEGnP4Y2D2naVMfpRK6nbxkyrjqMqvmZVuNpN8Rpxp/e7qqtJCCc790Bs5+TsEt+9bUny4touKyFi7AoP8By/wABx+trG45SUnt5xdmVhxKUN+hA4JAQcs98xWn2fsAbz2g8snHTUY0cODlqmWluq7LDGDwexVPu/prxSB9HrWiQYuBwOD3KaABADc30G+P/kDPFynoPP8Y8Nw6Or04m4ZYbJ5IO+bq3vGVZ3RmxQB2rejzTlJI2X/qUJhJ90tu/0uAmb3igIecvZbfw6qm/Dw+DsMWKpcyBv8L/NGHskr9/6HedIFb6bzB71Iwzrys3YlrFzqoxKqSSSn77LceQJwfBbmWXKLhM3nJwLoRdN6d7fRZEXOVLuf3J/3OiqUMcl0hLssm9p0P2LWkgTobxtAUbG2ullZv/TE0tbs7+rW0g0yoPSNgdAcXnFg+AG+O8IGzpTEkMgF347Px18UoPPfHVURpaYe0KfTEItiZ0weWtiY3zu1DO9TGBmJ42plh0aYb6PfNWXx4IKhKw3ptOR70CBPXXMHMtX5V1ml6T3fYVSqd++xICCRSHTmyUANBELDucjTWX46uMNERALZce4iPDgajWEKn30vMxr5b1Juqr7cdJnZphpaOFujrbY8di3tjXCcXSGQCXtl+C+l5itfRnbgsnA1NxqeH7yEwNqv89ISsQgz/6QIuhKdCyhM5dcraS9EVhoCcCknG8B8v4JXtt7DnRhxi0wtwLzEbHx28h3NhVNa8qH8LrJ3bHX/M6lY+MKSdqyWGtnGERCbg59MPtHJfBrayx3NlgaS/L9b82d7Lyw6HXumHTye0Rwt7MwgCEJqUi83XYvDs71cQGPuY7ag10MarDxGerPj+Oh+WipGrLuLlbTexKyAWD9PyEZKYgy+OhOBoEGXYzO3jgb/m+GL9/B7lB3pa2JthXCcXCALw06nwam+LqUnX2cAb94CuZeUdh16t2KtFJALGfg+M+4kGUdw/DKwdDqTcp75i9TkSXpxLR9Vvbwe2PQ+EnwD0jWknXt+w5suVB+vOUJDvSZGdQDuGpz6ickJrD9qhMTSj08KP03LeQ4FpW4HlwcCQ97XfL2fvIuCnNjUHWSTFwB/9gFLF9wBsvWu/zvw04N4B6o949nPF6T0WAS9fp1Kkx01WHPDnAMow/NaTSsIeJ3aVnrOQA1SOLicPdnWeAQz+H9B+UsXlx35HnxkjvwA8+5UNd6jE0AwwVXObCxt5Zl0s9Xl070X/x11Xz+0dfAUozKC/Te0pOOn/j6JfnkgPWHT2yRoUkxlDAZivmlEQdudM7a5PTiJw9C0g/CT9H38T+Kk9tRiQazUCmLW34uVEYgowHXurLCtMALrNU2RkZpdVAMmzTmUyyhpOCqYgVX3JZEBKaMMu8ziQlgI7ZgC7ZgHpZdvtwz6mTP0XTgAth9NpGUrfHVkxdLnoC4rTzHSo3UVyMP32HAAsOE6DRPKSFd/PWiIShMchJK5b7j/KwZhfLkFfLILf+8PKA1g1EQQBidlF8I9Ox8cH7yGnSAIzQz38PtsXg3wer40S389PIT2/BCeWD6h2aIS6yR/76oxq74S/5mi3h8C50BQs2KjoORP99ViIRCLkF0vwxdEQXI/KQMdmVjh0p2LmzosDvfD+2LaaXt1abbwSjWNBSfCwM0VcZgGuR9EGiZOlEYa2cURbF0t42plh7nr/8stM7e6GA4GJKJHK4GJljIOv9KsyPTOvWIIJv11GVGo+OrtbY9287jA11EPnT0+iVFr3x1GvFrbo7G6NoW0c0auFLTen1yLl1/vXkzti9424CoHWyj6d0L48o6qyoPhsjP/tMgz1xbj8zhA4Wmp+6mp6XjH6fH0WJVIZjrzaHx2aWdV5mZTcItyKycLnR0KQkFUIsQj4YUrn8gyyJ83VyDTM/McPAPDZxPY4cvcR/KMzalz+3TFt8NKg6nfeI1LyMPynC9ATi3D+rcF19rJkKiaV0HRW/78BiIDZ/yo2sOXiAiizTnmiopkjTW1t3pt2Si2caRCAWB9IvAUE76MhFcoTTvVNqLSo9eja10kmBb73poyVF/5T7Dg9zuJv0A5tXjJgZAn0WEgTTpVLDR3bAc+vp96BuuSTss9At57AomqyHUMO0etDrsUgYN6hmq8v/iawYxr18VLWaykw+uvHN6jh/w/t9Mu1HE794HSdfBdQJgXWj6SSUTkzB6DXS9QvUd5P8M0wer9LioFds+l9bu0BvH6n4nMnkwFnPlGUedt6A0uvAAYm6r0/Dy8DG8cBtl7Aa4HApZ+AM58CrUZRmb0qxQVQCbCc9zAg8gzQ4Xl6HDOjqe/ikPdqvo7HQeWp1CfeA67/Dlg1p4CWWB94O0J7BxZ2zQHul33mDH6PAuZZsbQ+b0VU7L0YfQnY9AwdOFp4isqzH5ykwJ1LJ8oalfcWvLEBOLKcAs8tBgFBuxVDmpw70edcXfc5PRLY8iwFqfq/AQz/RMV3XoUu/QgEbqPvdueOVPYb50/ZsvatKi4rkwEHltIwDj1DoPfL1A9XOehfmAWc/ID6193eBhSXZed7DabHHaDPmLcrZZVri7QU+NKFem++fod66Z3+BLi8ioJ2cw8qDgZoGAfrGmnsL5cQ8igHP0/rgkkNKMV8lF2I5/+4hoSsQuiLRdi8sCf6ej8+zbXbrjyBwlIpLr49BM3tNL9jJQgCvv8vDOHJuSiWyOBqZYJ2rpb47EgIpDIBXvZmmNvHA/P7tdDoehWVSvHdiTCsv6LoufXx+HZYULYey7bdKs8yUeblYFaemfTlsx0wq5d2Pggqyy+WoMMn/zU6u93L3gx7l/aFTQ0N+MOTczHlz2vILixFc1tTbFjQA9P+ulbeE1HOUF+MEknNWRxfTOqAWb2a42RIMgJjs7BsiDeXzDaBTCY0eHDM9L+v4XpUBp7r5obvn++EwLhMXAhLxfnwVAQnZMPa1BDeDmZ4eUhLDGld8xE0QRAw+Y+rCIzNwuDWDtgwv4dWArEvbr6BkyHJeHOED14d1qruC5TJLizFnHV+5aXuq6Z1xrNddT9gJ5MJEInQoMf6hY0BOBuagnEdXbB6Rlfcjc/ChfBUnA9Lxd34LFiZGKCFvRleGuSNke2da72uWWuv40pEOnq1sMX2xb3L2x4wDREE4PDrwK1NtNM16iug15KKy+QmAbvnNTw7xcKVGkzbtaIAVX0nev67kMqUBrwJDPuoYbepDbnJVOLz6C7QeTrQboLivLt7KINMWk01gpEl4D2EHp8BKxTTJHVFUTbwjdKgiA+SqgZbKgepXrxAZWPVkUqAP/sBqaEVT38cAnWSEmo6Ly2mwJYgpR1Wh9bUu2r/Uir1EuvTsAaHNlTCrOt2zabM2W7z6H6c/YICEcW5FGwCaIc6P5UGwyy5qLisTEbDJOx96HGoLPOhIshn3RzoPBPoOKXmpvOqkBUL/NyRMoI/TAbSI4A1PSnD7Y1gRcZbfQgCTXo1sqh6XmEWlcellPU9c2yn+HvGLgpIA8DLfoCj5qfcq0xaBLD1WcBnDGVPpj0A/hpIU59n7KTvBWkxvS5cOtd9fepw4n3g+prqz5u5G/AZpfhfEIA/+tJzNX414Duv5uvNTwf+GgDkJFQ8Xc+I7rPnAGD+kaqXi79Brxu7VhQYzCir1Og0HZj8V9XldcXmiYogWmUzd9N7POo8fa/fP0hlwyI9YOYuylysjTzwWZ2V6RUDqtoilQBfOlOwbuk1wKkdZW2uH0WfK1qcUq8Dj87jaaCPA0Ie5eBieGqDgnUuViY4+Eo/vLv3Lk7fT8Gbu+/gyKv968zO0wWCIKCwrATS2EA7FdQikQjvjK76xReXUYC1l6MRlZaPTw6HwMxIH1O6q7/5pyAI8IvOwIcHqvaruh2XheCEbPg4WcAvmurdWzmaIyW3GNmF1LdrTAdnGOrpYdXpcHywPxhZBaV4ebC31rPFzIz0MaaDM44FJQEA3hzhg55lGW0Xw1NxKzYLESl5uBqZhoKy4SlTu7vBwcIIPk4WGNrGsdagmY+TBfa93BfzN/gjNqMAY36+hJKyUuDlw1th7aVo5BVLsPelvrC3MMQOv1jsv52AuIyK/dCKSqWYuOZKeYDEzcYEs3s3LuApCAJ+OBmG8OQ8/DP36ZrylFNUijd338GpkGTYmxuhvaslJndrhn4t7WFnZljr63F8Z1dcj8rA3lvxcLEyxooRPvD1sMWKka0hCEK9X8sikQjfTO6ECb9dxvmwVBwPTtLKYJFBrR1wMiQZFx+kNihYZ2VigO2Le+OLIyHYGRCHD/cHo6u7DTztdWwHvEx+sQTv7QvCoTuJsDMzRDtXS0zs0gyDfBxgb177c/5MJxecDU3B0aBHcLYyxvtj26JrcxssH+7ToOccAL6Y1BHjVl+CX3QGDgQm4Dlf3Q9wPlFEImDUl1S2lxxEQyXsfSiIJGfhTGUt+amAsRUdbb9/mI6Wm9pRlo2kkDZ2LZyo30+H52gHtjHfZfKAUHXTJ3VNcR5l12SVlUzp6dOO7JVfqFxMuTxUmfcw6h1opcOvd/l9khNXs8vg2rXi/6VVe5YCoJ3k4+88noE6ADj0Ck02rczQHHg3VpGR1uE5Wi41FNg8CejzCtC8V/UBH10gL9e9tUlxmvdQylA6tZKybuVZkPISdTmxGGg7HjUysQFculAGaVYscOEb+nHtSkG79pMBSxV/x1u4lgVMS+kgg0NrwKMfEHOFenMOfrfu65C7tYkOZAB00KBVWdAnP5V6ecqDc0DFvw+VDYvRM3z8J8D+PYgCT/5/ASM+pf6SpQXUo/DWFgpaGVvTZ31uMj3XaQ8os1RTQcr+bwDRF+n7S655HyD2GmXdDf2QAnYmNkBSkOK5sqsjaGxmB7x8jfrZnf+aTvMeCoz8koJ4Dy9R5pxyNllSMPVpE6pJMuj+QtPup7r1WFRzsG771OpPn/hb3YE6gFpuWLoCO2fRe1NuzHe6EagDaHtDvm56ZYkmlq7A1C30Pog4A5QWAQaar/rhzLpGkpcC2Zsbwf/9YQ3ORikskWL4TxeQkFUIbwcz7F/WD5aPQUZQv2/OIiGrEH/O9sXoDrVnTGiSVCYgOIGmw/5zKRrOlsY4//ZgGBvoqfR2BEFAyKMcRKTk4XpUBs6GJiM5h46Y25sbIT2/uNZstOvvDYOduSFuxmQiPa8EA33sYWaoj5e33cKJexQYm9ytGb56tqPK172hbsdlYdKaK7A1M8StldV/GKflFePg7UQMa+PYqKBEWl4xXt56C/4PqYzOUF+MQ6/0w+y1fkjLK8Ev07tgYhcKhguCgAvhqTh69xH09cSY1as5dt+Iw+ZrimEUs3s3xxeTOjbi3gLXItMx4x9F5sjuJX3Qw9NG64FTTfj7YiS+OhZa7XkmBnpobmuK/q3sMaCVPbzszWFiqAdpWUaWg7kR/roYhW9P0OV7trDF7iWNbw7+06lwrD7zAC3szXDstQEwMdTs+yAuowADvjsHPbEIgR+NaPDnskxGGYK347Jgb26EA8v6ws1G9zbYt1x7iJUH71V7nrGBGO42pujX0h6DfBzQwt4MZkb65T0jHS2MsPnaQ3xymDZ6O7tZ4cCyfo1+r/x5IRLfHA+Fq5UxTq4YBHMjHdl4U5HErEKsPvMA741pCytTHf2el0lpJ/P2NiqBWXKp7gBK5fIoVchNpswYaTH1jPHoq9rrbyiphEqkxDUcoLy5UbFDDwCz/qU+b0VZ1S/faynQfUH1mUi6JnArZQUCtKP7v4dVl5GUUI82eVBy3I+006espIBeW8H/Vjzdeyj1karpsdUlf/RXBAMc2gKp9xXnWXtQmRsAvBFSMZsGoAyceYcV75XUMCDxNgX2tL2jWpgFfFvpAOcLJynAGHWesm0A+kyYvl0xwKEhcpPouoL+BSLPUlaisqmbgXYTG7HyNfi5Ez0f849R/7ygf2nAjYUrsDyo/o954Dbg4MuNWweRmO5XbcFMXSOVUDA1OYTex7c205RfgF7zzh1oqqqZAwVbr/9OWWbPr6fTQw4orsulC7DkQnW3oh4PTgPbnqO/n/mZXnMXvql5+eZ9gQXH6v/9JQhAQQYdrNLTBzY+Q8G6AW8Bw5SGiRx6jYK8eoYV20AM+RAY9HaD75bG3N0N7Ftcv2Ud29MQoUHv0Gd4Q2waT4FVgDIzW49p2OXVKWAdcHQFHUx48bzidEEAfmoH5CbS91Wr4TVehbo8WVvEGtTdwxamhnpIyyvG/aQctHetu7eRMhNDPWx6oSfmrPNDZGo+Zv3jhzl9PDC+k6vGd04bopObFRKyCmuc/qctemIROrtbo42LBfYHJiIppwhjf7mEdfN7oEUTM1sKS6S4GZOJjVejcfp+1ak1JgZ6mNDZFe+NbQOxWITtfrHIzC9BdFo+zoelokQqg6OFEeb384SzFUXke3vZVbiOP+f4Yuv1GHx86B723UrArZhM/DClM7p7qrkZby3kz7FYJKoxW8be3AgL+ze+5Nje3Ai7lvRGVFo+rkWmo72rJdo4W2JyNzf8fTEKr++8jTXnIjCnjydm9WyOwa0dMViplFK57BgACoob38C1j3fF52TqX9cwyMcBo9o7o5ObVb36lz2uxnd2xY2HmTgZklzlvMJSKcKScxGWnIt1l6OrnG9vboS+So+df3QGsgpKYG1aSxP5Wiwe0AI7/GMRnZaPz47cw9eTOzXqehrL3dYULezNEF32mhxVRxlnZWKxCH/P8cXc9f4ITcrFnHX+mNfHA892ddOpQM3oDi64HpVRbXl+UakMD1Ly8CAlDxuvPqxyvq2ZYYX3y534bDzKLoKrdeP6Ec3v64kt12KQkFWI9/cF4ZfpXZ6YIPmNhxl4/s9rAICL4am4+t4wLa9RDcR61Bz+9jbKPshPBczraPysjufo/iFFyWh6BO30aSs7JSsO+GcoPTZd5wCe/YGoc5RF0qks00CvUlVEyn3KoqocrKtvuZAuSbyt+LumJuD6hkDPRYreZPE3Kwbrch5RVkZSpWmc3V+gkmtdD9TJZEDCDcC0rDeVuRMw/ygQcxk48gZlY2TFUA+sXksAq2bAwtPAuS+BG2UTUR9eogErZg40MXZf2eOjb0hZqNqQkwic+rhipuOY76g3lzwjqsUgYPY++hxwbtxBUACUmdt5Ov3kp1FPSmV75gPvJ6qun51zR3pOHl6mYF3b8TT8ITcRCNxCwfL66DydsguVM3yNLKmHmY0H9TqrjrEVlVhqK1CX9gC48C19fgkyYOKaihOli3OB+AAavqFcen9jPXDxe/o74nTF0n2xPgXkIAKe/UsRxJcWA9fWALFX6TyUZSs8ug2s6U19SjWRYaf8XNRUbinXrDsw5tuGfX+JRJRpJ9fhOXpfX/qByuPln+uBW+j3nAOUlbVrDgX5Tazps0TXPu/y04Ctz1Xsnypn4UrvGQCwbAYM+YCmQVs3smrt4veKQJ3X4KqZutomL5HPfEgZ80bm9L9IRJmZNzfQIJK8N+i9UJAOzNlP05/VjDPrmmDhxgCcCU3B/0a3wdLBdUy/qsHd+CxM/esaikopZdbG1ACze3tgbh9POFjoXmnsqFUXEZaci7Vzu2N4Oydtr061Lj1IxZx1iqEHR1/r3+Bgqlx0Wj6G/HC+xvNfH9YKSwd715gFV1giRV6xBLZmhvXqxXTpQSpe2nIT+WWlpUGfjISZoT5uxGSijYuFRrMvgxOy8cyvlwEAe5f2ha+H5prHZheU4p29d3A2NKV86MTg1g74e0738mmSgiCgz9dnkZRTBEM9MUqkMiwb4o23RzVtw2DZ9ls4erea/oL2ZiiVyTC6vTP6eNvhQGAiDPTEmNDFFW2cLSCRCSgskSItrxjdPWzKJ51qiiAIkMqEJt1uRn4JjtxNxL5bCbgdl1V+ejNrE3Rtbo3QpFzEZhSgRCKDvlgEmSCg8oDeZ7s2w49TOjc421jZ5QdpmLPeD4KACtmVmvLxwWBsuhaDWb2a48tnG7eTEpdRgElrriA9n46umhrqYWp3dyzs30KnBilkF5TiSFAi9t9KwI0YxSRbFytj9PC0xf1HOYjNKEBx2XMuAFWmMo/t6IxfpneFQRNeezceZmDa39chlQn49rmOmNajERkcOkQmE7AzIA4fHwou/wzz9bDB3qVazhSry9fNaaKhtnoQZURTNo88U8nCBVh4snEZPU0l70NWhQhYEUIlwLvn1W9S3MC3qRzrcXL8f4Dfn/S31xBg7oHql0sKpl50ADUTfzuCSoVKCqjfj3KgzsgSGP8L0GGyWlddZY68QUEMZc9voPUXBAqMZETSIJTKzeZzHgHbplQsz1Mmb2KuDWe/UARm5Gp7jlXpn6EVB1mM/QHoWc+snvo48zkFUbrNBSb8Sqdd/a2s2b05Dbqo7+NemEn9tq6upr/7rwCGf0znJd8Djr5J/QnvHwYK0mjS9sQa+qdpyu99gRSlrPl2EynLD6DX7NbnaBCGqR0N8ZEPD1DOelLWvC8F40Rieu23nwT8PYSGCSnrt5yCGiGHqHxakFJwZ95hddzLih7dBU5+SJ81Zg7UysHMnjK1K38++4wGnllF5buNPRAkCMD5b6rP3us2l4K1IhENl4g8S6eL9ek2vYcC/V6nTEVtEQQq65RnI8p5DwUMTCkwZ9eSBkik3Key5pZNPNAof9+7dqXXhK61BpBJgV99qVdn39eAkUqTyjNjaOp5SW7Fy4z+Fuj9ktpXjYN1TbDxSjQ+ORyCPl522PFi4yeWJWQVYv+teOy6EVehJ9f7Y9tgWo/msDLRjWwMeemvnliEq+8OhZMWpjXWR05RKTp9ojjKsmKED15rQO8pZb+eeYAfT4XXeP5Xz3bEzF6q3YlIzS1Gr69OQyYAPTxtYGlsgDOhKfCyN8Pul/rAXkP9DSVSGVp+QF9yp94YiFZOmv9gPRuajKVbb6G4bMjEd893wtSyXoT7A+Pxxq47AOg7URCAvUv7wNej6dmIay9F4Yuj9+tesAY+TubYsKAnmjUy06ih5IFVsQg4/Grjg9PKjgc9wpfH7iM+kz6TPOxM4ethg77e9hjX0QUSmQyG+mIExmbhamQ6cotKMcjHAYN8HFSSFfXjyTD8ejYCZoZ6OPxqf3g5mDf5OuvrzP1kLNx0A+62Jrj49pBG35/0sjLxXQFxCEtWfMkv7N8CSwZ6aWXibW3Ohibjs8MheJhOWbVuNibo4WmL3l62GN/ZFRKZAGN9PdyJz8KViDRkFZRiQCt7DG3jqJLn/PfzEfjuRBiMDcQ4sKyf2iaOp+UVY+nWmwh4SMHJJQO98Pao1k0OsEukMtyJz4IgADsD4vDvzfgK59ubG2H74l7wacRnaUpOER5lF6FDMyv1DeEozgW+LuuhpurStAatRx4QsJZ2+HISqOTqubWaXYfkEGpEDgEY/illmqSEABDRTrldS9oRLMmlndjFZ2kn9fJP1V+fa1dg4u/UtPpx4fc3cLysdKvTNGDy39UvJ5UAX7koyr6mbKSMsX0vVuzzZmhBDdlrGkChbdnxNBGx9VhFpox88qVcp2kUANKv53bYzllAaDVN6AHgk+ymrW9T5CbRzrNy83y7lsCrN2u+jKrc3k6TJAEKGE34FWgzTnXXv2cBcG8fMOJzoN9rdJpMSqWLsVerliXXx909lBGpZ0iDVsRKB+iv/kqBIit3GiqizUExgkD9tR7dqXj6wlOAWw86EBKtVJ7acSrw3D/0Hv7Wg/rTzfqXMpxvba54HcoHHJLvURDTujllYgcpTdoV69MwIfk6VDeYRlOUX2vVMXOgycHDPqYszIZKDqGs2Zir9PnRvBcw7ifF6+P+EZpGnBFdsVeboTkwYwcFMzWtKIfe++kPKp4+Z3/Dy1ob4tsWQGEG8NLlpmXqqkpxHn0/WXsoSltDj9LkdiMr4K2wiq/b9EjaLok6T5NyH92pe/q5ijxVwbrCEimkgqCyfjhRqXkY+uMFGOiJEPTJqCb3GJPKBPx3Lwkvb1McrWjpaI6tC3uVl09qkzzbZHoPd3zznGZL0xpi87WH+OjgPRjoifDZxA54rptbeTZWQ5RIZCiVyrDDPxYRKXkY3cEZoUm5+OY4lQ1Ymxpgx+LeaOui+h3KoPhsTPv7WvnwBjkfJ3PseamvRgK4IYk5GLv6EiyM9HHn45FNypRqjG1+Mfhgf3CF0+TB0V0BsXhvX1CFrK4enjbYvaSPysrnHqbl47v/QsuHbAxr4wgXa2PceJiJuIwCtHAwg6edGS6EpyK/WAJ9PTH0RKLyISxjOjjjzZE+sDY1hLWJgVoy7QRBwOdH7lcoB1ZlYFUQBJy+n4K39twpH4oiJxIB/Vva490xbWCoJ0ZLR3OVli5KpDLM/McP/g8z4GpljG2Leze5pL2+8osl6PLZSZRKBZVMvhYEAZcj0ipk/NqbG2Hni73Q0lG3ji7Ke0O+uftOeVagst5etvhgbDsY6ovh46Ta51wmEzBvgz8uPUiDg4URti1qXGCrLgO+O1tlWI29uRH+mtOtXsH+23FZyC4sRXcPG5gZ6SO3qBQBDzPwyaEQxFZqETG9hzuWD/fBzLXXEZWaD3MjfUzo4orR7Z3R19uuzs+FolIpvjp2v0JvTidLI+xY3Fs9AWz5dEi3HsCi06q//oZIvE07nkDtU0brKymIyv+8h9LGdnWSQ4CL3wH39tP/ylkpQNUedab2wKQ/AJ+ykp7sBOrdlBpGje1vrFdM0XXuSDsqj4uI05SFAwBdZgOTKmUMycu6Ht2hCZFyLp0p42DDaMVpekbAnH1USqyLwk4oJngqT3mUlAC75yqycyxcKbhU375FUgll1hVmUf9F/78psGPXCnj1hsrvRhVZcZSlmh1P7+uSPAocu3Sh4JyNBwVVw47RRNgJq9W/TgAQex04vLys95+orNfhQtVc946ZNKW2cv/EjGjg9z40DGfSH0CXmfW/TnlAztKNpsrKv/eK84BfOlFJ3ITfgG5zVHMfmqIgg0qLlYNyANB2AgXhlP8W6QGv36Ys0PUjKfPrnSgqK90xXXHZsT8A3RdWLeMsKQB+763IhDZ3AvKU2qk4daDPPG20tRAEGgQiL9GvQKlkF6Cg3as3qYRZHWRSCpBnxQDnvqISWj1DKj3vNk+z5bGR54AtkyqeJtYH3o1TfcsJQaBA5rXf6DMGAN6L142suh0zFOs07zAFTmUymmCdHQs8+zfQeVr1l02PBH7tRu+fN0OpVYAg0Pd+RhQdBDF3ooxEFTymT0XPulKpDLPW+sE/OgPeDmY48+ZglVxvC3sz2JsbIS2vGPcSc5pcJqgnFmFsRxf8PK0LDt5OwLmwVESk5KH/t2fxTCcXzOnjgc5u1hovr5OLSqMGwt2aa64csjH8omhYQalUwLNdmzU6UDfkh/MQBAEvDfbGkkHeSM4pwv5bdBSyZwtbbJjfA2ZqaoTe0c0KLw3yxk+VsvrCk/Mwd50ffpzaBS0d1ZtpdC+Rjvp2aGal8UAdAAREZ5T/vWSgF3q2sMXQNo74714S/re3YlnJ8LaO+GO2r0oDB572Zlgzsxu+PHofay9H40xoCt4a6YMTyyseCavcz2/T1Yf4+NA9HA9OwvFgCvSJRIC3gznEIsDcSB+DfBxhYaxf/mNuZABzY32YG+mXT10uLJFW/C3/u+x/qUzAXxejKqzLt891VGkGpEgkwoh2Tjj5xkAcvfsIyblF2O4Xi9wiCQQBuPQgDZce0M6nj5M5vp7cUSWZjQCgryfGbzO7Yvrf1xGVlo9Ja65g6WBvzOntobb3nZyZkT7au1rhdlwWAuMymxysE4lEGNDKAZte6Ikt12JwITwFaXnFGLHqIoa0dsSCfp7o4Wmr9aEy8nUd3NoRJ5YPxNG7iUjOLcYO/1hkFVCw9npUBsb/Rs+5l4MZvpjUAX29VdOzQywW4edpXTBrrR9Ck3Lx3O9XsWSQF+b29VRpCwB3G9Mqwbq0vGI898c1eNmbYXQHZwxt44iOblYQBCCroBR6YhEWb74BG1MDnAtLrXBZeWavnLmRPrp72mB2L4/ydhF7X+qLJVtuwv9hBrb7xWK7XyzszQ3RsZkV9MRiSGUySAVALKKS6cz8UmQWlCAxqxA5RZIKt5ecU4y4zEL1BOtGf0M79Qk3KdNOmxvVzkoHBRNuNC1YF3mWSpLkDC0oqDT+F8BeaSrg6U+AB//R3xau9Hgo6zKbdlANTCig6dCmYsN6q2ZAn2X0gri5URGoA2jjvSFkMiqxNLOvWmKpCbZeir9NrCued/4b4PIqCmbKexu69QTSwil4pxyoE4kp205XAnWSEgpMiPRo6qnfHxSYlEtT2u4SZJQl6N6TehZlxQJ75gEr7lOT9bro6VNwrCCDSmLlARR5z0N1yksBfq6m1K66iY8iPSrf05TmvanU/vjb9D45uoICXoPeafp1y1+Ppz+l/lO9ltL70rYFXf+ZT4Fj79A6KL/GqyMpof5vl1fR/wPeqBh4ir5I623ZDOg8o+nrrgrGVoBpNdth95UygCauAYqy6fUYsE6RKeo1mLLCWg6nDNOwYzREoaYy5bs7KQBl4UqTU40sgG3PK0o/J/2u+UBdXgoFxSuXecuN+Ix6kIpEVN64Zz6VPn7jQX3LBqyoOiSnqcR69DoJO0bDhR5eokzkI8uB4hwqi9UUr8HAzN1lr90MavXg2lU9gbo98ysOHvGdrxuBOoB6z8qDdZvGU3Zl39foAEZ2bNXJ5crsvIFmvrSd9O8LtB0QeZa+r5UZmAGjvqT73YT3wROdWZddUIp1l6Ow+mxEhdOjvx6rsp362Wv9cDkirUJ5nqpEpuZhxe47uKPUO8rd1gSvD/PBpC6uGg/aySfB/vtSH60OPqhLaFIOpvxxDbnFEnz3XCdM7dHw5yU5pwi9vjpT4/nPdHLBbzO7NWU16yQIAvbciMdWvxjcja9YLqEvFmHRAC+8NqwlTA3VE7jY7heL9/cHYXhbR6yd10Mtt1Gbn06GYfXZCEzo7IrVM7oCoMybMb9cQlhyLmb3bo7otHxciUjHF5M6YHZvjzqusXEEQcCnh0PKG+2/NrQllg/3qTGAKZMJ+PFUGI4HJSE9v6RKRpq6qKoEuC7xmQX4714yQhJzsPdWxTK/Kb5u+H6KavtcpeYWY9HmG+Wfg172ZnhpsDcGtLKHi5X6Sive3XsXOwPi8NqwVlgxwqfuCzRASk4R3vr3Li6GK4I+9uaGWDq4JWb1aq4TQTtlSdlFOBr0CBEpedjhH1vhvHGdXLBGxZ+FWQUlWLz5RnmZqrutCV4e3BIDfRxUUlpeUCJBbpEETpbGOB70CO/8exe5xZIqyxnoicr7zdXFsizYvnpG1xq/H2UyARcfpOJkSDKOBz1CZkHDPxuMDcT4cUoXjOvk0uDL1pt8mmJtR5Y1QXlS5et3aSO6sX7vU1bGWom+CTDwTdppTwyk0k9pMeDajRqpOzTyve//D3DsLfrb2IoCfON+oI32uuSlAtfX0DTK/BQKdjXvQzvYto0f6NRgUgnwuVJT9fcfKXbovvOmcmBlY3+gdT26ouLpvguA8T+rdVXrJCmmTE0LZ9pxXtW+4vkiMWVWyANZK0IpuLp7DpWxivTocvJS34aWjO1bQoENPUOg10vAsI9qzu5UlfRI4LfuFHCsD2sP6mFmqcbPlsoEgd4nAWVl7m9HVWzk3xiP7tL0V3nQ1cCMsmNbDafX9KZngNhrlF0494AiEC4tpayw7AS6bPQFej3kl31P+86nSaPK+49bnwciTtF546vL4NICmZTaGZQqZXlPXguEHqbsYu+hlHUYcohe34ZlwZOSXMoalQdtBYECTLU10D/zGZWOu3QBei+lLDb556xDGyoL1gSZlA4yHVxG2aOVmTvTAJheS6qWKcuzyeXce1GfVFV5dAc4/y1le1ZHG1NR81IpW/jcV0DuI6DnEmDsd6q9jdQwYE1P+tt3PtDnFUV/RF2x/yXgzo6qp4v0qLelY9uaLxtyiLKulTM09U0oGGvZjN5r2WXbyz5jKHBdXRC9Hp7IzLqM/BJsvPoQ6y9HI09pA9zUUA/X3x+m0uybkrJeWlkFVcuFmsrbwRwHl/VDUHw2/rkUhQvhqYjLKMRbe+7g9/MRWNCvBSZ0dtVISWRyThESsigTQZO9oxqjjbMl5vTxwO/nI3HhQWqjgnV2ZoYw0heX90oDKEhga2aIrs2t8eLAxg0UaQiRSISpPdwxpbsbzoel4tCdRAxr64j9txJwJjQFf16IxP7AeIzp4IJlQ1qqfCCJsxVdX2JWkUqvt74G+Dhg9dkIHLqTiO6eNpjRszn+vhiFsORcmBvpY3wnV8xaSxsCPdQYPBaJRPhwXFvoi0VYezkaq89GIDI1Hz9O7VxtUEUsFuHtUW3KB11IZQJScosQ+igXKblFiErNR06RBHnFEuQWlSKv/G/6X08sgomBHowN9WBqqEd/G9Bvk7LTdvjHld/eiwO98O7oNhrLfnSzMUVfbztEpyk2iMwM9ZBfIlVLub6DhRH2LOmD/YHx+Pn0A0Sl5eOdf6lhea8Wtlj5TDu1TOpV52e7o6UxNr/QE9Fp+fj7YiROhVCm3edHQvDPxSjM7+eJ57q56cyQIWcrYwxsZY/4TMXGv7mRPvKKJXBWQ989a1ND7FjcGwdvJ2LV6XDEZRTivX2UTevrYYMPx7VF1yZkeJsa6pcf5BjT0QUj2zvj93MRVfqTygN1lTPn5Nq6WGJ+Xw8M9HGoV+BYLBaVT7T+dEJ73IrJRHRZxrpYLIKeSIQiiRQlEhlMDfUqZBC3d7XEihE+KusPWKsOz1HvtSPLacNTWz3GTKxpozcngTKamhKs6/6CInimTFJIzfaV2bWiHnSNfZwFQTGYod/rQO9lVM575jOg3aSqWWoAlSvuW0xBBGV6RhQ8jLlCTeFtm5jxUVpIQZz8FMCqOfWc0q9hcreePpVKppcd8L6zXZFx0vYZyohSZuZAmXYm1hQAubyKsjeaqffAZq2y4ijj4cK3iv5sdpV2GHu+SIEGA1Pgp7YU3PpnKNDjBUW/OUEKSMvakhhaAM4NOCglkyrKqpv5Ar1fVn+gDqDsjzfDaDCCvhEFCtMjqSQtJ7Fs6mGOYvmsGHqNdZ2t/nWTE4kA27LtaZfOjd6ZrcClE/CyH5VyXvyesnJ3TAPmHqTszufWAn/2pwmYq7vSa7UgnTLNqmNqT4H2ypN7Mx9SoA6gzLK8VMDcoenr31RiPcoQkg8/GP0t0GkK/ShrVVb2Kp9cbeZAQQU5kajuSZfNutPvR7eB/Usqnjfqq0begQaqrqxTrtUoYMCblAVdU6lp94V0YMjMnt6nymW8TXVkhWIqNET0+WjjQYHhZr4UpNN0j8PQozQYSd5Dz9abssFVLU4pUDvqa+1Nda/N0JVA8F7FQRiAAm6jv6o9UAcA7SYAL1+n78HoC5RZ2/0FxRRZQQAu/kDfPeHHKeN0wYmav29r8cRl1t2Oy8L8Df7lJTtyH4xti8UD60h3bqCCEgnafUTlElsX9kL/Vuod31tQIsGWazH480Jk+RF5I30xpnR3w5KB3mqdMHgiOAkvbb2J1k4W+O8NLTTEbABBEPDcH1dxKzYLb430wStDGxfJvxCeipe30mTW5ram2PRCT431zKrLqZBkfHLoXnkA1d7cCPP6eGBuX0+VBW/Dk3MxctVFWBrr4+4no1RynQ1ROaPNxECvvB/ca8Na4UJ4Ku7EZWFUeyf8Nae7RtZp9404fLA/CKVSAYsHtMAH4zTfLFx5Su9nE9tjbh9Pjd7+gcAELN91u8rp+mIRtizshT7eTTwqXovM/BL8cykKVyLTyzPt9MQiHH2tv8qHEfh+fgrp+SV4e1RrLBvSsu4LNEGpVIZ/b8bj1zMPkJhNwXH9srYIrwxtqZa+bQ0h//yvTE8swtq53TGkjaPabju7sBTrLkXhckQabsVmAaB9iP0v90MXd2uV3ta+W/H48EBwhV6hXdytsfPF3ojPLMCJ4CSk5BYjr1iC9q5WmN/XU23DHn74Lwy/nYuAvbkhVk3rggGtNLgTKC2lkr2oc5SRsOy6dsowJcXAV66ATAK8cQ+wcmva9WXF0Yb07e3Af+8rTm/mSxvWrl3px2eUopSuMQozgW896e9lAcD5r6nhPVBzr6zTnyhK7eSmbwdajgC+KHvuG9uYuziP+gZtn1L9+UZWQP/lQJtnqmYSKk9DNTADpm2mErn7R4Bdsyqt7w6gzVjF/9unUfP1cT+prh9ZQ+SlUGZHYWbNy3gPo156cjHXgEOvVmy+3usloO+r9HosyKCAkl0DDtgKQsXG/sbWVDJo6dqgu9NkuUlU7pUWXvMy/d8Ahn+isVUCAFxZDZxaSf3gRnxKvf1U9dhISijL7v4hCka9eIFKYhNu0rTntLCKy4v16QCBdXMqk/UaTIGe6gaKlOTThMjMsp7BpnY04VcXyvykpTTZMium6vtSWfwN+mnWjYKldQ1OiTpPgS3P/kDIQeDOTiDev+pyvZYCY6qZlKoO8uxGuWbd6TXs0a9hveDSIoDffOlz7oNE1azbNx4UDG09ltbJobVqrrexirKBX7vTwRrH9kCHZynjTR0DQJSH83yUqdm+fA2hvJ7WHtSyQVUHmCTFNGRI/vpsZLXCE5VZF/AwAws2BFTJpls7tzv6tlR9IM3UUB9D2zjibGgK9gcmqD1YZ2qojyWDvDGrtwd2BcRhV0AswpPzsPV6LLZej0VfbztM6e6GwT6OsDFreOS2NjHpdPTfy0E3glW1iU7Lx63YLOiLRXjet/GlyYN8HPDv0r5YtOkGYjMKMPWvazj6an+dmOA4op0T+re0x8mQJLy+8zbS8orx46lw/HgqHC8P9sbkbs2a3LjeoKzMWiLTTjxfJBLh4/Ht4GBhhD/PRyK3WAJbM0O8MbwVSqQC7sRlwcJIH59N1Nz486nd3ZFdUIovj93HP5eiMbePp1qD5NUJSaQj4X297TQeqANQIbvqhymd4WhhBHtzIzSzNoGVqXqzBWzMDDGjZ3MEJyqyib1mzAABAABJREFUAezNDWFrqtrPO4DKOzdfi8HF8FS1B+sM9MSY0bM5JndrhgOBCdgZEIfA2CwcupOIQ3cS0dndGlN83TCynZNWPn/kBwUAmsjsZGkMe3NDuFqZqPy7pjIrEwPM7OVR4Tm3MzOEvbnqb3dyNzf08LTF+ivRuPQgDREpebgdl4UTwUmY1LUZXhmquZ2wE/eo3+XKZ9ppNlAHUNZPz8UUrMtLor4+2gjWpYZSoM7Yinagm8q6bHvg8s/029iKAmKq7qVmbE1lq7HXgDWVWkjcO1B9sK7XUiAlVDHIAKAj+/qGFMTIiafsn4aKvwGsHVb7MsXZ1MfrzKdUAuY7nybw6hnQ4y9Xmk8BuO4vUKaj3Jz9tO6Vy0LlGVMXv6flO02lKZGacubT2gN1ANBhMg2X8OhDrwePPnR/1o2g8jCAsgvlgeKGBOnkRCJgzgFg8wTqVVWcQxmO6lSYSVmNDy/T0JS0MEU5J0DvZ7EBZWEJMgooGphQcErTWo+hHog58RRYc+lM/exUQd+QytkzomnQx7U1lDXTzJeC33HX6XEwtaMfE+uKk15rY2hGQW75wJmCdHofuGu+bUwVsdcVWZPK7+HK3LrTT31kxQFbJlOWaV0Sb1Hpvyayqcb/Qs+rW3fKFjSqZ/VXcR71qmw9ll4niYF0uioCxQ+v0EEOedZiu4naD9QBwIXvKFAH0ONWmEE9C9uMU32LhU5TFUGwgnTNZJ1KJZTlWVpInyP16Ss64vOybPg/KLi9aQKw5ELjPusrrEspTZZV7oeacOPpDtbdf5SDOev8UFSqKFsUi4B/1BSok3t9WCucDU3BgdsJWD68lUZ23M2N9LGwfwu80M8T16MysOZcBC5HpOFqZDquRtLGXDNrE3TzsME7o1qrZJ3uxGcBADqrOJNBHWzKdtwlMgG34zIx2qrx/Tfaulhi/7K+mL3WD+HJeXhlRyC2L+qltSEfclkFJTgRnISPDt6rct7v5yPx+/lItHG2wLZFvWBn3rhSuuQcyvBRR5lbfYlEIiwb0hJz+nggPCkXHZpZQSYI6P4Fffi9O7YNnDS8flO6u2FHQCyiUvMx45/r+HxSBwxprb7MImWlUhnWXaajuJ3crDVym5XJe3uNau+E532bmOnSCMeCHlXo9TbF1x33k3JhZWoAI33V9XpbOtgbO/3j4BedAf/oDPRsof5+gEb6epjWozmm9WiO4IRs/HY2AqfuJ+NOXBbuxGXhwwPBcLQwQic3a7wxohXau6ppclkleWUDDgb6OKi8N2t9nAxJwtnQlPL/n/N1w4OUPNibG6m8v5+7rSk+Ht8e1yLTMeMfGg6g7mE+lUllQnl5rEMjP7+b7Oqvir+VBz1oSnIIcGCZ4vZVWfor31kZ+I56hh6IRDSY4u/BKO9n49KFdiIe/Af81I5KI5/9QxHgsnACZu6smJUXcxU4+iYFMSCioFFDVd5Rbz+ZygTzUikQG3tdUR4KUOlSnB9l+Q1+FzAse+037wNYuQNBu6l5u7K8VKDPy1Vvu8NkIHArBb2u/Ew/XWcD41fXPyDSFFlxFf+3cKGm4klBitfAwbLXmFVzYNZuCpBauwNLrwLh/1HfL1UMDhCLFTvuQz9s+o5gbZLvAX/0rX2ZwkzK0pzwG5WBZUQBkiLacXdoS69HTbFvBSw+Q5OHcxKox5cqGZoCvvOoDD5b6TWhb0h9Chvrvw+opBigEuq+r9Y/8KVOD07TJFdZKfXibN5bNdcbfqJioM6mBX3WdZpOAfzCTGDdcMreivOjXmCayKi1akYB2IaQySiQEn2BMsv6LafgPlC13LmhJMVUEqz8WrNwbtp11qU4F9A3pgMsBRmU3Vldqf3d3Yq/1ylNtL61mXq0NbU8v7SIssiD9wHxAXSavon6g7bFecCJdynbU7m0H6DP/W5zgY5TKw6TktPTpyzQ1qOB4/+jg4TBe5s+7Cb+RsVAnaE5Ze43whMRrEvKLsKiTTcqBOoA4J3RbdBPjYE6gIJXvh42uBmTCf/oDI1m2YhEIvTxtkMfbzvEZRRg360EHLqTgMjUfCRkFSIhqxDnw1IwtI0jXhrkjbYujS8TC32UCwBoqeP96gDKvunVwhZ+0Rl4dUcgLv/PpkkBHUcLY/w52xcTfrsC/+gMdPnsFHa+2FstfbLqIyIlD+N/vVxeElqT0KRcxGUWNjlYVyqTISY9Hx522suqtDQ2KG/aXiqVwcRADwUl0vLArCZZmxpi+6LemPz7FcRnFmLBhgBM7tYMX0/uqNJgUXW2XY9BWHIubM0MsUTFZf31JS+zLpbIqkzC1YR2rhU/x347FwGco0zYTS/0VNntuFiZYExHZxy8nYhrkekaCdYp69DMCn/O8UVqbjEO3k7A/sAE3H+Ug5TcYpy+n4xLD1IxtI0j5vX1RG8v9ZUeA4CVCW0qFJdKtfKct3WxhFgEyJN8/7oQhb8uRKGnpy12v9RHLbfZ2d0KemIRpDJB7dmDlemJRfD1sIF/dAZmr/PDgn4tsHx4K1ioaiJuSQEFjdx71ZxF0GWmon/agaU03EBPA5uMsX7A1dXUb0paApjYUnBDVcobiYtUtxNbHdculKHl9xftqPRZBqwbRTvQ8uDY4deBZf60kxVykNZNudH5wVdQHuzrsahxZcDNe1NwLC2cejdV1xMsJxE49REQtEdxWlo4TbmTi70GvLeHskPu7q5YPhjvX322gFt34K0wCnoF7aH+b4FbabqkJgZlTNkIBP1LpX2e/SlwIW9AmR5Jgcew41Qemh0L/N6byqDajqedd6tmlCWpih3NjCgKEgJA2wlNv77G0jOk11tpAa3P34OqLmPvAwxbqdn1cmwLLDgO/FJ2YODhFcCzn+quX54ZXFemZX3lJisCdX1eqfm9pUmp4RSwiCwbjtdqFPD8+vpnmtVFprTPIdKjoFRuInD+K5qq6dK5Yt8/dQeoGqsoh9ogyMvSr/1GWajZcfQZUd2Bh/oSBDrQlR1HLSS6v0CvixbVvM9UJSkYWF/WqkjfmAb/mDlQlqG5E/1YONH69F9esQWEjSdQkEmf5zfW0wCOxsh8SJe/tYWy9eTsWlJmq7r78p36CAjcUv15uY+ob9yFb+nAn2sXysAzs6dM77YT6DPeazA9X8ffoR6xTeXekw5OBW6l/4e8X31WfT089j3rErIKMWetH6LKjkLLjW7vjNUzusJQX/0ZUPKpga8Pa4U3VDw1sDFyikqx72Y8PjmsmHwmFgHn3hrc6IDLoO/PISa9AN9M7ojpPZuralXVZqd/LN4ta0h+5NX+Kgms7b4RV97Yvpm1Cf57YyDMjTQf7151Khy/nHlQ5fTti3qhm4cNErMKcTw4CW42JpjYpfGlQ5cepGLOOupFIRYBb45Uf++u+pJPim3rYolDr/QrL9nVpIz8EvxwMgzb/agcaEZPd3w9WX0ZKAUlEgz+/jxScovVOv22LrfjsvDs71cgCFDLpNT6SMktQlB8No4HJ+HfmzSRdskgL7w3po6GsA3029kH+OFkOJ7r5oYfp6p2ym1jFJRIcDE8FS9tvVXh9N1L+qg1mBialINxqy9DKqNeje+PbavxgF1aXjGC4rNx+n4ytpW952b3bo4vJjWih1c9CIKA1itPoEQiw6V3hmi83D0lpwjzNwQg5BEdJX5taEusGKmiMprKE9Ca+dKOnZsvZYDlPgLOfkmZFPJg0cC3VRs0q05BBk3plE8x9BlNgSZVZvn86ksDEzpOoUbzmpQVR6VWRubAlnpmb7SdQBv5Dm1Um11YWVEO8E0tWbOVJ2Fe+hGIukB9uwa/C7QaUfv156cD35cdYHrhJNC8lyrWWjXy02i4R+Q5VJjsB1BQosciypqybkJWcUkB8Ecf2ql160mBKXUGv6WlFOzOTQKy4wEIFGzRN6Id1IgzVHIK0H0c8y2Q9gDw/wswc6QpnpoOPiXeVgQPjSyB/8U0vc9VXipwaxNwexsFTJ07AS9davKq4tYW4NArlJ340uWmX19TZUQDa3rRMBq5Zf6qLb2USalc+eL3qPI+qY6JDU3hbUr2oipJSmgis3wCamXGVsCiM02bWHr0TcVk47E/UDsJdTuwDLi9tX7LisQVp0O/eJ4GH0Wepe/bmbsadttZccC5L6l3ofw1YeVO3xctBlImmSaG6fw1sGkZuS2HUwA+ueyASveFwDM/qWbd5D05bb2Ayf/Q9lYDv8t1OrMuIiUXhSUydHSrPtDy370kLN16E8ottfTFInw0vp1GeznJp8DJM5G0zdLYADfLGnHLdXG3bvTggbxiCeIyaOO5S3PrJq6d+l2LTC8P1PVvaY92TcgoVDbF1w35xRJ8ejgECVmF+Ob4fbXtKNbGu5qSLEtj/fJyby8Hc5UE1Qa0csDOF3vjzwuROB+Wiu//C4NtWc8wZREpeYhIyYW7rSlSc4sRmZqPrIISPNPJFa2d1dPjaX6/Fth49SHuP8rBRwfvYV5fD3g7mGs0aGdrZoivnu0IL3szfHH0Pnb4x+F5X3f4eqint9OeG/FIyS2Gm42JVkoR5bq4W+OziR2w8kAwVp95ABtTAyzop4EsCSWOFsZo5yrgk8NUBt61uTXeHd1G5beja5/tpob6iEjJq3BaM2sTOFmqt1SyjbMlvn2uE97acwf/XIqGtamhxgP39uZG6NDMCp8fCSlbJwt8NkF9/SpziiTlE4G1MZXX0dIYWxb2RJ+vz6JEKlNtCwobz4r/J9ykn9qINFC2mBysCNR1m0c9dVQdoLJpQcE6ay0c7LB2p5+AdXUv22okDTZoWUe/OVUxtqRg7P0jFLQprXgAHK3HVnwuBrxJP/UmUG8wWSmwfiQFS8f+UP1kXE0zs6csyKIcYOM4IOmu4jxBSgGsqPPAK9U00q8vQ1Ng1r/AP8MoE/HBf9QnSll+GrBnPr0/J/7W+NsCaAc5+iJNIBRkVc8XKW0rGZjQ8qmhZeuRQkFlTb32AAouHlDKaOqxSDUN6bdOrvh8poVT4NisCdnoJQUUtAKoF5kuEGQUiFUO1u2YAbwSoLqSc7EeMPQDoPN0IOEW3Z5dS+r1d/8QZQw38wWyE4CL31Gfsk3j6bQei+lyGj7IV04QgN1zyg5AgQIn436iAN3BZTREZMCbTZs4DpQF/Muos9QdoCzGPfMp0FZflT8L/h6s+Fu/ARVosdeBkytpu0FeGu01hIKTPqM10+ZA2aivaHCUiQ097i0G0XNcmEklyZHnFNNvq6NcrqpnSBmIqtJpGnD5JzpYsHYYHayZuatBB0N0MlgnCAJ2BsTh/f1BEARgUf8WeHt06/ISs5yiUvzwXxg2X4upcLnnurlh2RBveGm4VNOyrEQoV2mwhTYVlkhx+I5iks2Vd4eimXXjJ70EJ2RDJgAuVsYqn7ioDgUliuchIasQd+Kz0LV50wMoIpEIC/q1QGsnC8xc64et12MxtoOLWnsiVrse1ZymriELvb3s0NvLrjyT7cMDwRjo44Bm1iYoKJHg7T13cTSomiNUoGD6f8sHqiUDx9bMEN893wkvbb2FHf6x2OEfCwtjfYxu74zxnV3R19tOY30FFw3wwg7/WESm5mOHf6xagnUSqQx/XogEALw40EsjGcO1mdPbA1n5JfjxVDg+PRwCKxMDTO6muf51aXnFmLXWD3EZhfCwM8Vfs33V8jqzLDvAoSuf7QDww0nFJL8di3urdfqusud93ZBVUIIvjt7H9/+FwdrUALN6aS7gkVVQgjnrKIu+mbUJ1s3vAbGaJrECQFA8lfM4WxqrvC9eZRKpDN8cD0VYci6GtHbEnD4eMNATY5tfLEqkMrR1scRQVU7cHfwuBcMe/Kdojl6ZgRmVXbp2pWBGvxqWUyWPfkDnmcCd7VTS4tqVjtCr8r3dejRNZku4obrrbCiDarI0m/lSXzi37tTHzliDbTYEgYYPtJ0A9FxCO1phx6mEVD7wYvtU4O1Iei00hpk9sOg0lYjd209lsbHXgcl/0/RPXWBsSVmM576idXLuBBwsCyC1GND067dvBXR8Hrixjnay+6+gsrOEm7TDfW8/Zfw8vESPzbN/Nq0HmkhUfaAOqHh6SV7Fz4H+b9COtyaFHARS7lHZ+ysBjX+dVZZTaaqnpAjYMw+Yd7jxnyu3t1EfSSt3oPeypq+jKth508TshJv02rnwDZARCaSENG6CdF23ZedNj+25LwG7VtTXUTkDuuss4NTH1AtNfjAo6hyVRGojYBd5RhGoA6gnpXwC6svXmn79WXF0/RmRitO2PEufqe49KVhpoOL+2gm3ag7U2XpROb+5MxB6FIhRyv40d6Z+pco6Tqn/FGhpKbBnAZVAA4DnAJri3My3wXdBZTz7V99/1tQWmLWHsipT71P27qM79L7IjKGSYWkJLeszmh4Haw+aBq0qFk7Akkv0vRK8lw7W3FhH1Qr11KBg3fGgR1i6jcpv2rvSkXZvB3OYGKpuQ/ZRdiFe33kb/tGKmue1l6MRlpyLKd3dERSfhX8uRVe53L8v9SnvaaVp8j4yuUW6sUN36YGi+fqCfp5wtWraB8TlB2kAgG5qyhhStWFtnfDjlM54c88dRKflY8OVhyoJ1sn1bWmP2b2bY+v1WLyz9y7+Wz4QZhosh/3+P0WvmDNvDkILOzO17rQCwBsjfHA5Ig23YrNw8l4S5vT2wKvbA3EmNAUiEWXeJJRNCe3X0h4XwlMRnpyHa5Hpagtmju7ggm+f64h/b8Yj9FEucosk2HMzHntuxuPZrs2waloXtdxudSZ0boZVp8Px7814LB3sDW8VHzC4+CAVj7KLYGdmiGk9tJdVp+yVoS2RUVCCDVce4u1/78LS2ADD26m/KXVWQQlmr/VDVGo+XK2MsW1RL7VNSLUwLjsQU1TLETkNupeo6AfTx8sOXTQ88GfRAC9kFpRgzblIfHggGNYmhhjXqfEDfOort6gU89b7IzQpFw4WRti2qFeTDkDVx5VI+t7rq4Fg6JXIdKwtGxxz6UEadt+IK5v2nQwAmN/XQ/XBaEsXCoR1m0cZOBGnqV9aZtn2lZkd0G4CNQ+vrimzOoj1gEm/0xHwoD3AkeWU0fTcOtWVDGaX9Ysz0uKBR59RdPReWgK49wZGfqGdCZLBeyv2pVPm0hlw6kBNsUvKsnkjz9KEv8Zy7QI8v44yBvctopLQzROBN8O03+9LrvUY+rn6q1KgbhAw6mvVXP+QD2jiYMRpCqhc+Kb65dIfUBbGhymUwdQY3kOBaVuB059QholMSkG6yg3YK0sOoSw7p3aNu93GuH+IfjfzVV2gDqCejaFHAKeOQKvhNDjl4SXqKdbYHXL51NAuszQz7bS+jC0B7yFUMn/hG8qGVmXQQVluMmWhZkTR/6c/oT6U5k6UpeneCxjxGTDof0DgZspEvLuLJkQPekfzATu9Su8hsQq+T9IigHNfUCuAByerX+b+Ifq5uxvo/TIFOZ07qSZw59Se7pe0mIY4tB1PBwNcOtPzIBLRwAc9AwpQlVDv+SqBOoCeK3n/2mu/0zAgo7Jsa5mEMt6Lsimg5f83BerMHKhsuKnZiJqgb0iPi0tnCjam3KfP4NCjdOBO3xgY9pH6ppVbu9NAKTdfKpUO+ld9wTrl8pt7iTl45leK1Job6cPLwQztXCzRy8sWbV0s0dLBvEGZLYIgYPO1GPx8OhyZBaUwNhBjXh9PeNiZ4ZND93DpQRoulQWNlLVypJI/TQfqZDIB95Ny4G5rCvndLCzRjWDdDycVwZyPnmnX5I38kyH0xh7RVoPToZrIVWlH7lF2ocqv/90xbXEuNBXxmYXo+eVpfD6pAyZ0dtVINldnd2vElpUlD/uRGqR+PL6dWksRRSIRenja4lZsFq5EpCM8OQ9nQlNgpC/G5hd6opeXHeTtL0UiEVYeCMaW6zHYeytBrZmH03o0Rxd3G6w5F4FDStmkjS35bqw5fTxwNjQZd+Kz8daeO9j/sgobIwPYdp16dE3o4qr2IRb1JRKJsHJcO2QXlGJfYAKWbb+FY68PUHmgUllESh7e3HMHoUm5sDc3wrbFveFmo9qNZUEQEJ6cB3tzQ+iVBcELS2of5qIpPypl1a2b312lB8rq662RrZFZUIrtfrFYvisQXg5mTRpeVJfotHz879+7uBOfDRtTA2xb1Aue9uofdhOSSDu0nWpow9EUyTlFMNATw9rEAFFpeXjnX0WvFTNDPYQm5SI0Kbf8tF4t1BgwFIkAr0H0M+xj4NIPwNXfgKxY6k108XsqERr4NgWZ1E0kAib9SaVVfn8CIQdokpuqSvIenKLf2mryL5NSb762E4Dgf4G46zSVb8RnmsleVBawvubzHt1R9ACyawV0eI6CWKrg3oP6fH3rSQHLwkzdCdYBlHFx4Xv6u9O0suEqKtqmMLOjcthra4CTH9RjXR42re9Y2/H0U1l1E2Pl/awe/EeBH031dAw5SD8ABRlUadpWCk4aWQIXf6DTnDtSVlxjpZdlTzlov0d5teRTSC2bqS9D9852RaAOACDQ//LToi8Cgduo79fAt+nz/MgbNIwi6S61OFBlULYuLQYASy5SbzMT26a/nwsyqMQ8Uyl5yNabBgr4zqcSUeU+ckl3gQMv0d96hoB9a8qatWpGZZFejRhAYe4IzD9C39WtRtJ7VlmsH7BrtmLytZyNJ32uyDl1oNLubVMUk3wBIC+ZslCVnVTqWzvmW90L1BVm0qCVtDAgNYzeq2I9us+G5rQ9kR5RcUq6WJ8yPtUVqAMoe/3ODuD0Z/S/8iCWemhQsO6VoS3R1sUS7+67i7S8kvLT84oluBufjbvx2dgZQB8SFsb66N/SHn287eBqZQJHSyM4WhjD3tywPKBRVCpFXEYBotLycSzoEQ7epp3tti6W+Gu2L5rb0U5YJzcr/Hz6AU7fTy6/zc5uVlgzq5vKd9Tq6/uTYfjjfGSF0zo2s9bKulTW3NYM4ckUWM0rljRpglxGfgnCk/MgEgFDVFmGowYpuUVIyy2BSAQs3EQjo5tZm+B/auhlZW6kjx+ndsaCDQHIL5Fixe47+OLofXz0TDtM6tr4oQ71sXx4K/wXnIQSqaKMQSJV75wYqUzA5QgKlsvfhyIR8Mv0ruhVNolSOSjczIaCpaVK66gOm64+xKeH75X3rezQzBKLB3hhQucaJhyqia2ZIf6c44v+355DYGwW4jMLVPbZFJ9ZgHNh9GWrraESNRGLRfj2+U5Izi3ClYh0vLc3CDtf7K3yTM+0vGK8u/cuTt+nx8G6LGjTQg1Bm+3+sfhgf3CF0zpqafJzZe1cLHE2lB6DmPQCtQbJaiISifD5xA5Izi7CmdAU/G/vXexb2lflByqyCkrw3r4gHA+mg0UWRvrYsrAXfJzU0wezMvnH2Y+nwjGnj2d54LYpknOK8PHBezhxr5oj2wDWz++OVo4WOBr0CJkFJcgrkqCti6VGgpMAKHtt8LtA39dout+dnZRNFR9AZZBdZ1OGUeWdAnWsh3xyppkDlcOq7LrLtoc0nRETdYGm0SUGKvryKbu3X3PBurDjNPEuK7buZcf9BHSdQ5kJqmRkQeVGGZE06GD2Pt0I2BXnApueAYrLdqbu7qIdq2lbq9/Bj79JO7XWzQHHdlX7rAkC/SifnhJS1qS/BtbNKUCub6K+3oo3N1X8f95hyvIM3AIcXUETJjXl6q/0u8PzwLgfVXvdIhEFrB7dpSwogD5bbm5sfIl9Xtm+qIVmtzPrrTxYp8b16zIbiL9BWYs1yU0Edkyn7G3voRS0u/wzXSYnkYasqLo0tCYyqWLadWEG8H1Lmvw55P3aL1cdaSkFsTKj6b3aahRNOx3ygeJzctIaOrjx7wJFmWX55UtokIF8mAFAU3s7PNfwdXHvST+VpUVQMFE5i1Ykpu926+b0Hpd75mdg67M1fx/YelGv19wkKlW3cAWGvNe49VWV0kJaX2sPKm+99JMiO7c+DMwogNtyOAU61R10vPiD4vOnmS8w6Y8GXbxBwTqRSITh7Zxwo90IRKTkIuBhJj4/EoKCarIOcoskOB6cVL6hXZmtmSEy8kuqnP72qNZY2L9FhR4xbV0sIZHRTr+lsT4+n9QBYzq4aLVvU3U7SZO7qTdIU18j2zvh9P1k+DiZNylQB6A8g8vJwljj2Ur1lVtUijd23caZ0BQozzbu7WWL9fN7wNRQPSWqvb3s4PfBMLyyPRAXw1ORkV+C5btuw87cEANaOajlNgHA28Ec/xvTprzROgDM6+upttsDKIBxL7Fi6cTHz7TD6A7Vj2Y/epf62Kkry6pUKsNnh0Ow5Tr1rRze1gmvDWuJTm7Warm9+nCxMkFLB3OEJeciMjVfZcG6w3ceQSYAPT1t1Zq11lgGemJ8M7kTRv18Ef4PM7DdP1alQcXotHzMW++P2IwC6ItF6NfSHu+OaaO24SXVBYOe89VcP77aDGhlj9/ORcDSWF+rrwU9sQhfTe6I4T9dwN34bGy48hCLB3qp7PrjMgowf4M/IlPzoScWoa+3Hd4e1VolU73ry7mstDq3SIL39t3Fd883fhpwUHw2fj4djnNhKZAJZa2kKh1fUZ7o+9IgNTemrouhKZXTdHyeyp2urqZMoMCtwL2D1GeszVj13b4gUIAQACb8qtogjlHZ++bUR7TRbFH9d5jKCAKVvdxQGiqhbwI4tqWsCjMH+qku+0ldMmPqF6gDKBtB1YE6uefX0wCAxEBg0wRgwVHN9uqrTtSFqo9N+AkqmVLOLMyKpedVufyt9Vj6cetOzy8AbH2O+mW1GEi94FoMogBGURZlkXWcQoFL72G0M12SR4E6dQeTlR/nib/T+slkVBYGUNaOJkSepQwYgMqj1RW8yaiYXIEjy6m32zOrGv5Y55VlKmnqMWooeXabrQqrbaQSegytPeg5MncApm+jYHXoYVpG35gyM+8fpoC03K1N9CM2oMe6KBtIvAV86UTB2Y5T1XsASBDoYJPyEIH8VArwdH+h+u8AQag5kHvqI8ocNDQHZuysOSOr7TPA6K8Bv78o2CUf3FKd9KjqT2+sPfMqBupaj6XMecc2QNgJUPfzso2QrBhFewgAGP0NHaAJWEsl1a1GKAZGSIobX5avSkdWUHZnY/V7nQ4Cthqh/pLsmGuUUQoAg98DBrzV4LYejY5itHS0QEtHC4zv7IoNl6OxMyAOCVmKckNDPXGFzJ/KqgvUyS9nqHSEXiYT8OGBYJwPS4WxgRjbFvWucTqsJk3o7IrsghKsPHiv/LT2rroxfOFQWYbi6A5N7yUkD9Y1szHBo+xCOFoYqyTDQFVKJDK8tiMQ58JSK5zeq4Utfp3RTW2BOjlLYwNsWtADMekFGPzDeQDAnHX+uLVyBGzN1LSBC2B+X8/yYN3Whb3UGrg+HvQIXx6l2+ribo3bcVno5GZVY4AwJj0fQQnZMNATYU4f1R+tyC4oxbS/ryE0KRciEfC/0W2wZKCXWgYMNFRzO1OEJefidmwWBvk0PWArkwnYGUA7DjUFRnWBu60p3hrZGp8dCcE3x0MxvrOrSoL79x/lYNZaP2Tkl8Dd1gRr5/ZQW5BOroenLf6a44slWxTTMbvqyBTs/YG0QTW8nZPWh4w4WRrjg7Ft8e6+IPx4KgzPdmsGe/Omb8RFpORh5j/XkZJbDBcrY/wzt7tGg3RyX0zqABNDPWy48hCH7iTikwntG/x9kplfgvf3B1U4aNnD0wYfjGsHaxOD8u8MC2N99PDU0Z6wFk7AqC/p6POhV2nD/uDLgFsA7bCpg0hEO0CJgRQMUVX5JQCYle1gp0cAP7UDfOfRDru6xFxVBOp6LAJ6vkgTFDU9LU9Z9wXA+a8pYFSXAy9RBoI6snRcu1B2zcZnKMvk0KvA1M2qv52GyFfalpzwK60TAJgqlezlp1FwMTOaSqgc2tAk47Bj9ANQxkafZUB2PP0ffZF+XLoogj2CjMq7vYeq/W5VIR8w0f8NKm+XlAAHllJgUd8EGPOdem+/IIOyO+XZTpbNmlbuW5d2k4BZeylgkpNIzd7v7qRyuOfrMZ1ZrjBLMSlZ1SW7qmJYdkAi4VbjJ98W5QAQqOfZrU3AjQ2UKWfdnD7H3HtTX8XUMMDCBei9VBH0GPAW9bC7vqbidcpKq5b/HX2TfgzNgflH6TNB1ZKDKwbqjK0pu620AIi+RAeD4gPo9efeGzi1ktolzNwNNO+ltP5SIM4fuP47/T/577pLJ3ssoh+AAoDJwZSFZ+5MLRDy06lEsymDZKqTqzT4b9rWigeDWo8GXr8D7JpFWabxAXRwIbksmzZoDz2f1U1E1YVAHVBxmIky1270/ZYdT+W8Bqb0+WzVjD53g/6loLM8eNZxKj2P6tx/PP0Jfd52nkGVC43Q5EiGuZE+Xh3WCksGeeNCeCr23ozHyZCkKoE6bwczWJoYICWnuEJQD6DylhKpDMUSGb48dh/XotLRs4UtCkqkOHM/uTyj59vnOulEoE5uTh9PHA9OwtXIdMzs1VwnggXXo9JxOSIN+mIRnlNBpl9cWbDuZkwm+nx9Fk6WRtj3cj+1N/euj/DkXCzdehORqfkw0hdjx4u90crRHDlFEo2un0gkKm9EL3c6JBlT1TgIICW3CABluKhzGuSj7EIs33UbxRIZenraopObFW7HZaGLu3WNr3d5b8tWjhZqCVhu9YtBaFIujA3E+GV6V4xqrztBrLEdnXEqJBm7AmLx+vBWTb6+uwnZiEkvgIGeCNN76sZgiZrM6+uJ7f6xiEjJw4Yr0Vg+vGn9XEISczBr7XVkFpSiQzNLbJjfEw4WmtlQGNXeGVO7u2H3jXgM9HGAo4WGSjVqEZOejz03acdveg81NY1uoGk93LHNLxZBCdn452IU3hvbtknXF5GShxn/XEdqbjF8nMyx6YWecLHSzneNvp4YK0b4YMOVhygqlaGoVAbTBnycXYlIw4rdt5GcUww9sQgj2znhzZGt0dJRkRG5fn533H+Ui9EdnHVi+6FWXoOAV24A/wylwMqGMTRsoOUw9UyBG/kFNTC/tQVoOYICdqp4jCauoXW+uYl2lm6sp/IldfVPkmf0iA2AEZ/rRkN6fSPgzVDg2FuULSnXdjww+H1ax+t/UM9AE1vARI2BZLtWQPtJ1LQ85CD1UrLxVN/t1aXdRNqpaz2askjkznwK9FsOePajzDh5CdzsfRR8/dS64vVEnK4YIABox/HRbcX/+ak0MfKVm5ob4gJQ0ODyT/T35VX0Y2oHFKRT8HHYStUMJigpAAQpNcEXZIqsucRAYMcMCiiIxDSBeMh76s2uEolowIScU3t6HkOPUAl6u0n1+3yRv5/NnRVZurqm8wwKxqeFAb90BjqVTfqsnLVanIf/s3fX4U0dXACHf0ndS0tbrFDc3d0ZDBljjDFnY8iEuX9zd2NjwsY2JowxJgyGu7u7Q1vaUqh7m3x/nKZpqVBo0gY47/P0afTmJk3Se889AmbJ7LRIioK/JspgH0vmVR6DZJQufqnwY+74FTz8pR9gSDPJ1EyOkiE2pZGZDFN7w4vnCpeSl1VWuvV0aEfo/oRk2hmdJTi9c0bR9zuyxBqsy86AKZ2tf/9GQ6DR4EtbD4Oh4GReewbpb5giU0cbDys6AFqplrxPonbL93x+HSbYb71spe/LUja/9y84sUaGbHR7XP6HFfU53v6L/CSGF7x8zx9w/fvy3rWb3M+R2SRBRL9Lr9SxWdqRq7OR/k1C6N8khMj4NGZuPs2nSw8DcEu7UN4d2aLA7fdGJrDi4FlGtQslyMeN9KwcPlt6mK9WHmXZgZi8vjwgDZdfHtqUG1o5RplpfpZMAvOFNS0VxNIUu3kNP2oFlr3PTXhcwcBqdGIGJ2NTKjxY98+OCF74aw9JGdlU8nTh/ZEtaZM78bWspb+XI9DbjRcGN+aNefsBMBf6J2dbkfHyz6eKr30zHT9ZfJiMbBOtQv35ZVxH7vxOGo+WlN1kycasUsopxEv2RbPjdDyebk7UDPBkULOqJT6ng7mN1yf1qe9QgTqQScQAkQnppGZmlzmz8/2FBwDo2SDY7lmiZeVkNPBg77o8NnMnny09zKBmVS87Cy5/oK5FDT9+Gtux3MvwLd/tJpNjfLcfPZtMjslMkI+bw2RhGQwGHuxdj4k/b+Wb1ce4vnlVWl7mhNojMUmM/mYjsckZNKriwy/3dSTQBpl6ZeHm7ITRACazZHFfzPmUTP7eHsH6Y+dYnDvJtU5lLz4d3brIA419GoXQp5GDZmcUxdkVRnwtmVDnDsPyN+Wn9Z2SiWPLQJQlAGjKgt9ulZ2jW34ue8DOxR1a3SY/HzSUHcq4k/YL1jUYJBk4ydGSSXTD5/Z5nEvl4iGByx5PyQ49SPla6nmZmGfZgevzP7mtPURul3KmyG3WyyK2VWywzjMAej0jp3fNsl5+YrVk42wLlkwUd3/J1Kp8wUG5qq3g5h/k9dv2kzULCySrYss0CUgana1Nzr/tI1MVL1yWvRgM8jfOX5KXek5+m7Jh4fOw+kPJOG1yw6UvPzM1d1DNZGu/Ls9AeY7njsLvd8nrElgfbvzK9llFpVH/OimDi9wOs8ZA0xvhpmkXDxRZhksElmNw9VJ5+Mt7c97jMthgyzQpc7xtpvztszMlUL/zN8nwrdYaIndIT0ZTtnX6s0X1dlKiXL+fZCYdWigBEt9q8j29+3dr/7UTq0u/nk6usuxT6+R8tdYS3MXGwbqQJpJxFdwEBr4Fs8fJ5c1Gwsm1crpmF+nHlj/zb88fMrk2J1MC3Gnnrde1K2aKtqNoOFB+SnJibcHzQz6GNmNsHyy1B4MBqjSTn9KY9wRk54tn+FSTyclt7rZPoO7YCunPGLPP2uNy10w5INX9Segy6ZJK/u2y91fN34PH+jdgUp96nI5Lo1ZA4Q24ptX8aFrNuvHq7uLE0wMbMbx1dWZuPs2GY+fwcnXmumZVGNayWrllVFyqm9vVYM7OSGZsOs3YbnUKHDWvCIdjJJCxN+Iio9lLqZJn4R3kBnYuQ7uYmMR0nvh9J9kmM+3DKvHNne2oZMeS09K6r3sd9kQk8PeOSCIuCHLammXCbTV/+2X8RCem88c2OQrx4pAmZOeY2XYyHoDOdYrP5rP00lp56CwfLTrIA73rFehBmd+pc6mM/2kL+eMhLWsc472RLYsN9IT4yndBcaX0FcnHzRkno4Eck5kPFh6iZoAHVf096NkgqNjX4EJpmTks3h+Nh4sTa4/IBvTLQ5vYc7VtZnir6vy78wzLDsTw04YTvDG8+cXvdIG9kQnc/u1G4lOzaFnDj+kVEKgDuLldKFNWHGXNkViWHYiu8KBKTKJkeZxNyiApIxvfCjgoUZSBzaowuEVV5u06w4/rT/BRaKtLXsbh6CRunbqB2ORMGlXx4ddxnezaRqC0wuNSMZnB2WjA0634z290Yjo/bzjJ92tPkJxhnTJ2W8eavDC4scMH2i9JSFO4f50Edk6ugX1zpCl97CHZGbRVFtbazwqePzBXMnFsVY559pAE6kAastewQ3YgSKnwiKkw/QZ5nWr3lEwXR1EpTAIVe/+S8yfXWndgu0yy305p1G74frAEbVx9pBw5qGH59u67mLp9oP04yEyR/kiWKYlOrjD616KngYY0k15hg96FBgPhp+HW6zZ8KcGpmXcW7CeVngDf9pX3SXlMXAZ5rDmTpG9bUQeXU89J+dblBOt+HAoRWwov77NW1vN1esGon+w/rKY4RqOUXa6bLIHJvX/JZ6HfKyXf79wR+R1YwX1FLya0PYxfKd+bs8fKhN9T66FWF1j4nJS2AuRg/bxn5d43qJH8bZxc5H1apYX1IEmHcfJjMlmDOm3ulGzU7HQZTBK1W0rsA+tKNlH0vtw+ehe8z3IyrYG60TPs1wfV1QvGL5ds6nfyZYzu+k1+O3vAHbMlSHl0uZT9f9lV1vn1Ig7iBNSx3XTyimI2y/vBov04xw9AXi5TTm4QOJ8eT0L7sfZ5vK0/wr+PUOT3ana6DJrY9ZuUWZfye8SuW5DOTsZLntbXIMSHF4dcGTumYO0PB9Dvo5U83r8BE3vWrbB+QhuPSeS/pH6Bl6LRBYM0/DxcbNKX6HJsPxXHzM2n8yYON6nqy4xxnWw+hbAs6uc2p/9s2RGOnE3mzeHN7RJIjIy3BOvsl+H484aT5OQGRNvWqsSqQ2fJzDFRzc+9xM919/qVuaVdKDO3nOazZUfYdOI8M8Z1KlTmlZCaxaTftmMyQ/1gb1rU8GfR3ih2hicwbvoWVj3du8jl18wN/h+PTSny+opkMBhoV6sSG4+fZ9ra4wWuaxXqzwO96tK7UTAuJbxnJ83YXmDydZCPG6FFHPBwRAaDgfu612bZgRh+23Sae7vWps4lDELYE5HAHd/lBupC/flpbIcKC0ptPmE9inrvD1u4t2ttHh/QAG+3igm8rMjXl9PduQL7XRXhvm61mbfrDH9tj2Bc9zqXNKX2UHQSt+UG6hpX9eXX+zo6xMEXIK/XXKc6gXnvw6T0LP7eHsGf2yM4EZuC0WDgXL4DB42q+DCsVTW61wtyqLYdNuVbFTqOl59jK+H3OyWQ8cMQKQssrp9MaZnN1h2phtfLzlZwE+mNZCtHl1lPb5kmpZj2UqenZGisfFca21dv41g7+31flsECF04tzEwtuFN+MXEnJBvN2VX+XjXaF521kJkiZZBZKVCrmwyaKOt7xh68AmHwB/I65G9mPvgjKYfNb9RPsG069H/Veln+6bGVwuT1+et+CdgdXwWbplp3ItMTpDSvdg8ZOlGlhfSRslePqMr14d4FsOIdKZm0qNpKSvW2/ySBx8thKfUdMVVKBc/shOnDpVTN4rZZ9htcUlquXpLtWKk2/DVeyoEB+rxU/Hve0uvPVHiwosMxGqHJMFhcXcq2zx2R99Pm3B59I76VAFXaeQjrIYHTzBT5u1/sb5P/9and4+LrkpkqZbkx+yWja+ev1tcS5DvYnkOLcrILTkDNr8kNkhXu6gktb8kdLlHCd17Vyx825RAyUyTTzJIp6OQKfYsobb5aGJ1g2OdyACEjWd578x6XwFmnBy6erb/2M8kmrd1DSqhXvQ9nD8B1b0kvvAut/xwwQ8vbpH/epm+svTktzh2R7/9B75TqKVxFh3srxoWTAz9afIjY5Axeu+Ey/8mVweJ90RzLDWDYKqB2YS+2hLQsTsSmEHaJQdiy2hORwOhvNpCRrxTpiQENHCpQB3Bn51psOHaO1Ydj+W93FAejkvhjYhc8XJ04ejaZ2pW9bJJlEZUgGz2lLTW9VD9tOMnkZXIE0TLZc+2RWAC61qtcYn8lg8HAOzc1p1fDIB6duYMNx86z43Q8rWsWzLh4de5edp6Ox2iA14c3o1OdQP7YGsiTs3YWet/l1yQ3I3d3RAJms9nhej2N616HpPRsqvm7YzAY8srhdpyOZ/xPW6kf7M07NzWnba3CEw7XHY0tEKgDGOkgk0hLq0vdyvRuGMTyg2f5ZtUx3rmpxcXvhHzGb/92IwlpWbQK9Wd6BQbqQLIk85u29jgnzqXw3d3tyv09t+N0PAv2SuDI1clIWlZOhQ+YyK91zUoMbl6VebvP8OWKo3x2a+tS3e9QdBK3frOBcymZNKnqyy8OFKgDSEyTVIO0rBxOnUslKSOL8dO3Fuq7C7K997/rG3Nv19oYHWgIk93V6Qlj/pPeW9F74L8npFy1LDJTJLABEqxrc2eZV7OQdvdCaqxseB9fCas+kEwyewRHUs9DhlQ9kJksJWh3/mX7x7lcOVmFA3UggzHq9CyYXZUWJyU+sUckM2HLNNkBN2XDvr8L3t8rCO5bUris9cA8yWb0rQ63/GTbab/24OoJwU2lTA6gxS2Fb9NkmPzklz9zJbiJvKeTIqUM74F1Unp4ekPB+1gGUYBk/IyaDg0G2OqZFLTnz4KBOpCMwb9ye1YFNYLlb0u2bLt7Sxdci9pjLe/1ryUBsVpd5O/86yi5vOHgig/U5dfyFulltfQ1CdjFnSi+JDY0t4fZofnyuXb09+7J9RKoc3KVrOipuX3SGgws3wxfV08pc63WWloQ9HoW1n4ipeL+NaHrw/Z9fCdnGPIJzHkI/GrKZzV6jwTeejxlvZ2ln2NqrPWylrcVDNY3G2nfdbWnswelDP3sAetlvezcL9IRtLzFGoh195U2BQufl59GQ2QCrn8RfcEjt+f2aDRLJcGxFdZs0JNrJSM0tL319jnZ1mnMvZ6R/32hHaDLw3IAZPN3coDG3R9a31Hq1TeYHaXZ2hUqO8fErogEYhLT+XfnGebtlgks0+/tQA8bTIMsrfSsHBq9uACATnUCeP2GZnlZXmWx7kgst327scBld3aqxevDyycYmZltYsXBGMbnm8zo5erEc9c3zgsiORqz2czWk3FMmrGdMwnphAZ44GI0ciw2BVdnIw/1rsfdncPwK6LEuLQe/30Hf26L4NlBjZjY07ZH6NcfPcetU2UDckyXMF4a0gSj0cDgz1azNzKRT0e3KnX/yMdn7uDP7RH0bxLClNvbFMgoa/XaIuJTs/jg5pZ5AalnZ+/it82nGdMljFeGFT1lKS0zh6YvL8Bkhg3P9bVbwNJWzqdkctvUDYTHpWEym0nNzMHVyciYrmF0r1+ZhlV8yM4xM39PFG/O24fJLAGZ9rUrMahZVW53kOE1l2LLifOM/Go9zkYDSx7vedHg/vHYFEZ+uY5zKZm0runP9Hs7VEjvyfzMZjM7TseTlJ7Nvzsjmb0tHJMZ3h7RnFs7lO+Ah6YvLSAlM4ewQE8+HNWyyEBvRdsTkcCQyWswGGDhoz0KHci6UHhcKjd9uY7oxAyaVpNAnf+lTHAoB5b38YVqVPLg7s5hhAZ4sO1UPN5uztzRqZZDlO5WmNOb4Lv+UtL4zAnZOSqLRS/Cus/A2V3Kbu2VifbDEGufJf+acOPXElworaQo6f10Zqf0pqnTC5qOkIEBmamw/gt5HvnLHn2qwRP7bfo0LpvZDG9WkSyDC7l4wYSV1l5qJ9fDLyOtPa0sQwny86wMYd0k0zLpjPSkuusfazP+jGT4cYjsBPV8VgYLXAkid8gE2I4TpI9faSRESPnzucNFX9/tccAMB/6TrKOiDJsMbe66nDUuWco5+LhpwT5OnR+Syc8z74T9cwrevlIYtLpdbmMwyv3c/Qtmpax8T3pYWji5wXOnrQHwxEjp2VS7p/QRczQ7Z0owJycTBn9oneKZX04WfNlFyv7r9oHb/yg82Xn5W9Lbbthn0oNxycsydbLjBHm9zGb7Tp+0yEiGDxsW7kEHMG6ZfQYDXenWfCJ/LwtXb/k7/pGvRHTMPPmOu1KYzXJA6vgqKfnOr+P9MsyprP+vryRmswSKl79lPUhVva18Ji683bSBhQ+o5Fe5ATy02XreZIL368hBrZu+g+YXBHbjT8HevyVYXlQbhWJcQ38d+3B2MuYNNhjYrCq+f+5mxqZT/LMjslyCdWazmaX7Y/KGeQC8PLSpTQJ1IOU/vRsGcfRsCg/1rsfTs3exaF+U3YN1ZrOZLSfjePqPXXnljr7uzqx+ug++Hs4OHbwwGAy0Cwtg+r0dGPP9Zk6ft24MZWab+GjxIb5YfoTnBjViTNfal/UYSely5NIemUcbjlk3vsf1qENUYjrzdp3Jm8p8KdNn7+xciz+3R7B4XzQ3fL6WPx/okte7rUYlD+JTs/DIPX8+JZO/d0QAlDg4wsPViQYhPhyISmJ3RILDB+sCvFxZ8KiUCSSkZnHPD5vYdiqeb1Yd45tVxwrdvkNYAFPvalemYG5FaxcWQI8GQaw6dJafN5zkhRJaG0QnpnPndxs5l5JJ02q+DhGoA/kcW7JBezQIonaQF+8tOMjf2yPKLVi38dg5Pl9+hJRMKbl5rH8DhwzUATSr7sfAplVYsDeKH9ad4K0bi+9XeC45g7u+20R0Ygb1g735eazjBepA3sdTbm/Dj+tOsPG4lIz0bhjEJ6Nb5/VRHNjMhqWZV7LqbcHNDzISZGBAaIfLX1b8KTkKDRJESjpjv2Bdzc7SLN3FUx73j7EwaWvphmWknINv+0mWmMXJtRKwaDAQvIOlNBKktLDX85JRVOny/u/bXEqsNNcvKlAXWB9u/U2CjsdXye0sgTn/mvJaWc43vF4CN9F7YPiX0vQ7/hR81U1Kjz5qLENI6veD1R9JoM7VB1rfXk5P1AaqtYLnTl3affyqS2bhrt8lWysxXIJVFpaJrAPelAyftZ/Ka+3uJ4HQ2t0lq8ceYg8VDNQ5e0CH8XL6xq8kmLTvHwlWuHjK+i9/E6L3yo5/Whx4BcPtv1sHNVgCdQajlDjmZEgWZbMRcrlvNeh0v32ejy20vEVKAxc8CyvfhxajC098dXKBkd/L5/7oMsnQ6fyg9frMVCl3Bymdc3aTLK2IrRK0dfWGrd/LgIvhX9ovSBKxFX67o3CgLrQj9HhaA3XF2fun/PYKhpQYKQmO2l3wNr6ON+yyRH9NkOEGF7rhi0vK7rpqGAzQ7TGZehuzH6ZdJ5+XqN0Fp/Xu/kMCdS6eEqD9tl/h3nexhyQwb9k+MRqh3VgZsDPvCajZqeD018vMInWcOpqrxJAWsuG+6vBZu0+ITc/K4eHfdnDf9C3sjkjAzdnIhB51aGijQB2A0Wjg+3s6sOrp3mSZpAQ1OjGDjGz79GvIzDax8tBZhn+xlpu/Ws/x2BS8XJ2oH+zNC4Ob4Ofp4tCBuvzqh/iw8LEejOkSlndZkI8bjar4kJFt4pV/9zFz8yVu/OWylGf5etj+H/3d+da36zvL6PLOMt78T7IAmlX3Jdin9MGx1jUr8UrucIR9ZxJZkNsDymw25zXMD84dGPHzhpOkZ5loVt2XTnWKD0hk55jyymT3RCQUeztH5Ofpwjd3taNj7QCciymV+3bMlR2os7i9owS05uyMLPb7IjUzm7unbSI8Lo2wQE9+uMcxAnVFGdxcvtu3nowjKT3rIrcum+wcE2/9t59bvtnA6sOxOBkNjGxbw+GmH1/o9k7yN/9v9xlSM7OLvE16Vg73/riFY7lTxaeP7eBQpa8Xur55VWZO6Mxv4zsx+/7OTBvTvkIGnjg8o5O1Of6cSTDrHvl99qAcob4UhxZKMMCzsgQyanW9+H0uV+/n4YVoePKQbEgnRVqDKCUxm+HviRKo868pjemHfAz1+smkz0MLrIE6gGY3QcNBcr0j9KvbMg3er1v89EYnV+nZZjbDwv9ZA3NVWsADG+S3xbDP4cYvYeJq63Q+/5pSDh1QV7IKN3whpdInVsvOz13/yG2udh7+0ttx4FtS0vrILplMmd+i/0nGYv3+kon21GF4cANc/779gjkXBnEGfwCVcqtVXL1g5A9S4jVxNTy8TfozgZQ6p8XJ6ZQY62ASV8t+hwHu/Nu63KQo+6y/vbS7V96XyVGSfVOUKs1gYG758ML/Sf/FyB2QlVYwQzIzqWA55eZvZZnpCTJB9Z8HJBPH1kwm+Och+S6zGLcc/hcNYxdJ0FwVzSW3CiQlRn7X6yvfhfnFHirfdSqLk+sKB+oaDZHv8GsxUJefq6cMlrL0Stz9R8Hr1+dObq/ZWfrM1sv3uWk20tqr8Y97JOs8J3ebt+cz8h2fHg+ft5cDXWd2lmlVNbPOxtqFVcLL1YmzSRnsiUi0W4PppfujeeHvPZxJkCOiY7vVZmLPunadmmvpWQZSpmdLp8+nMnnZYebsjCQ9S/55uTobuaFlNV4Y0uSK3TnydnPmlWFNua97bZYfiOH65lUJ8HLl3QUH+WrlUZ77cze7whN4tF+DS/rbWQaIlDSo4HIFeLkS6OVaoGl6h9oB9GkUzLCWlz6Jb0zX2qw+HMvSAzHsiUjg+uZV+XTpIWKSMnAyGmhWzY/MbBPT158AKHLqZnqWlI7ujUzkzf/2sfmEbCzWreDpy5ejsrcbMyd0BmSIwcGoJEa0qc6m4+fxdnN2mCmfZdW7YTAhvm5EJ2bw3+4z3Ni6YO89s9nM03/s4kBUEpW93fhpbEeHnfoNUCvQi9qVvTgem8Lqw7Fc39w+GVVbT8bxzOxdHImRnakbWlXjif4NqRno+ENGutStTM0AT06dT+Wv7RHc3rFgqwKz2cxL/+xh5+l4/D1d+PHeDlT1s9+QHFvqVMIEbJWr3ysSjDl7wNoTZ9t0KaG7bVbpyz5icktEW4yCLg/ZY02tDAbJfnF2k/X/417pY2c2Qe8Xim80v/cvOLxISv1Gz7AGqdrdC8dXS/Alf8baklckcHVhX7OKcHQZzH2s6OtCmkP0bunPFnsY0uIhapdcN/hDCTq6esFN30rGRtt7JKhXlNo94KEtcGSJTJ+M2CoZY9e9Zb/pu46uUi0ptzqzU3oXhueWUGWnw/ynYePXEtSzvJ/s5cLSzaqtLrjeWLDhf51eRS/nTO57o3I9KW89vlI+P31fhqWvSqnolcTZTTIMF70g2YLFaTtG/nY7foGD/8lPfpVqS0nxiTVSPnxgHpzdL2X92ekyRXvXTAnwDf3Utr3v9s+BmH3W810elmCDurgLe7fV61twGBHIgZjymtpcFmZzwfLdoMbyvW3v75YrTWgnySKOP2m9bMOX1kE5lmFCXR+BI4ulh+tN38q2zqkN8l3+/UAJ9FZvA/UHwA2fw+93Szbt3r/kZ8RU2aa5DBqsszE3Zye61w9iwd4o5u85Y/NgXVxKJq/+u5e/c6fQVvf34JlBjS4riHKp2tSsxH+7oxjUrIpNs9uOnk1m1Ffr84JDgV6uXN+8Ko/0q19hk2dtrUYlT+7sHJZ3/pmBDUnNzGb6+pP8svEUf2+PYGLPuozvWQe3i0x6PHkuhe2n4gF5P9jDN3e141B0Eg1CvGkQ4lOmbKeDUUksPSBHqfo1CeHdBQf4bo1MSu3TKBgPVyeS0rNIyZDsq8+WHmbR3ihGtQvlXEoGqw/HsjsiAQNgyk3Q8HJ14sNRLa/4ErT2YQG0D5ONtF4Ngyt4bWzL1dnIqHahTF52hP92RxUK1n235jhzd53B2WjgyzvaXBETb/s2CubbNceZvyfK5sG61MxsPlh4iO/XHcdslqD5w33qcXeXsCsmm9jJaGB0h1DeW3CQ+bujCgXrft10it+3hGM0wORbW1PvCgy2qxL4VZceTv89KSWgyTHSsynuBPw5TsoqfUvxuQmsJ78vLD+yt6YjIHqflLCs/hAOzpfgktFZNs69KkNStGTUWXbgOj9QeOendnd4bJ/0rgFpaJ5wSprXNxpcOFBS3vJnEDQYJBNMzx6QEqCdMyVYF9RY+s1Ny90p7fJwwR5eQQ1h/IqLP5bRKAMS7DUk4UpkMEhZ7djFsHOGDHmIz62yOH8UvhsAd8yGWp3ttw4JEQXPR24veSf+eG4GpquPZIxZxObrx9fnBZi+RXZiLRmbG6ZIz68rSXpuf8mSJr4aDDB8iuzAr3jHWj5p0eA6+aw3GiznL3xtd/8Bs++TwFrqObj5B/nOtIXVH1hPtxsL/V+zzXKvdmazBOIs+r4s5cIxBwrebs9sOeDg4uAHGs/slBYSFrfOgAAHacHgSCyTyJNyh/sln5VSeJADbJ0ekNNhXeGpo9ZenZaDUSvfk2BfZpL1u2/TN/Idn79f6Z/jZGhP1dIN3ctPy2DtYFgrCZz9viWczGzbpTgfik6i/8er+HtHJEYDjO9RhyWP9yyXQB3IjhhgkwmsR88m8+zsXTR/eSF9P1zJuZRM6lT2Yvb9ndnyQj9eH97sqgnUFcVgMPDaDc2YOb4TLWv4kZKZw4eLDzHqq/WEx6UWe78ck5nb8w38sPSus7W2tSpxa4eatK0VUOayxAAvV7xzJ2uuOxLLtLUSqHv3puZ8dYccXfdxd+HvB7syun0o7i5GDkQl8drcfXyx/Ci7whMwmyVQ5+ZsZHCLqvzzUNcrPlB3Lbi+eVUMBplUveN0fN7lm46f5+35sgH04pAmeQFLR2cZrLJwTxTnkjNsttyYxHQGf7aGaWslUHdTmxose6InY7rWvmICdRYDm1bByWhgzZFY1h+19r/cFR7PK3NkmuJT1zWie/3yG8CkylGVZnDvAskOuncBPLJTenCd2QGfNJfm9Ws+lmyr5LNFL6PR9YBBNnpLym6xNYMB+r4Iw7+SjLmYfbIOx5bLDlpWOkwfJoE6ows0vxm6P1n0so4tt57u/KD0qorcBgueg2z7HGQrtR5PwqD3ZUfjtt8k8NbkBunTtOFLuU3Pp6UHXfgmeS062znD8VpkMMhkzIe2SqN3i6wUydSwTES2hzn5/p7t7oWWt5Z8e8uEWkugzjk3UGEpiQXpU3njlwXvt+1HiD/NFcUy/CI5+uK3DWoIN38vf8NHdsLzkfDkYZkuWZLmI2HMXMnGObkWPmwEm6aWfd3TEwoe5Gh/X/kMs7ga5M+gq38ddH9cTjcbId+NFukJsOX78l23y7FntvX0I7s0UFccn9wYyrkj0n/OycU69bl294JBWc+Agtn2lWrB8C/g2ZMyCGvQ++AXKu0x9v8rt3HNd1B61pjLWkXNrLOD/k1CCPZxIyYpg4V7oxhqg2BaamY246ZvITY5g3rB3nxwc0tahfqXfWUvwZaT8k/ZpZheW6Wx9WQc7y44wKbcZt0WneoE8OGoVlT3d/AjFTbWsU4gfz3QlX93RfLynL3sDE9g8GdreHpgQ2pU8iS0kgd1gqwf9OjEdMLjpClwgxDvvMCwIwvycWN462r8vOEUny07Ashn5Jb2BfvVNKziwzs3teC5QY2ZvS2cBXujqO7vQff6lelcN5CUjBxCfN0ctqeZKqxxVV96Nwxm2YEYtp2Mo1WoP2azmXfm7yfHZObG1tW5q7NjTnUuSvMafrSo4ceu8AR+3xLO/b3K3nsqx2TmgV+2cTw2hap+7rw1ojm9r+AsyzpB3gxsVoV5u86w7VRc3kCa9xYcJCvHzMCmVZjYs04Fr6UqN75V4fbZUlZ2eoNkkuSfNOldRTK6wrrJUIaD82TjNrSj3H77L9LAvjy1ulX6hx1fKZPb9s+RYEV2hmSgeQVLw+mSynqd8x1sbH2HZOj9eR9s+loCgLf8XHG96wLqSB+1C2WlQVbuwcL0BOkdCNKrx5J9oGzP2VV6oFVtAf89ldtPrpwCLDdMufigD1POBWWeBuj3smSfZKXIUAUXD8kc2T2r8P33zyk4hMHRWfrvmbKl/1txpfD5Va6X7/5epXucsG6S7TR9mDSuP7EGOoy79PXNz8lNvk+TomVqsSNO3XUke/6U7/bwzXJwwmJQvmCriweMnCYDAyw9CRc+B6Ysyax0VPk/i5WunO3scle9Dbj5Sp/CyW3At4a1hYV3KftEG50gpKn81OsLPw6FxAj53z/0M5k6f2odtLvnslZRg3V24OJkZHSHmny29DCv/ruXLnUDCSxjltiMTac5eS6Van7uzJrQuUIacq8+JEfBq11GQC3HZGZ3RAJP/bGTY2dlumvNAE9ahfrj5ebEazc0s0v/tSuB0WjghlbVaVurEg/8so1d4Qn87y/rP43hrarx9MBGVPP3IMjHDaNBssx+vq/jJQ17qEiBXgXf/+1qVSr2tn6eLtzbrTb3dtOjQFeDJlV9WXYghiNnpQfbon3RbDsVj5uzkecGNbriMsfu6FSLp//YxcdLDnFd05ACwfTLsWR/NFtOxuHt5syMcZ0Iq1zKDX0H1qSqL/N2ncnru7fq0FnWHInF2Wjgf4MbX3F/c1VGoe1h7EII3wonVkmfq6jdciQ7OQqOREkvmCUvF77vntkyBMKWPZ1Kw6uy9GfzCpZgw4G58gMSeLhY/73614F/LemDM+8J6Ut103dyOmYfLHoRbv3V/s/jUngHQd+XYPGLMPdR6+X1+lbYKl0zLFl2TYZL1qm7r/R6tJcHN8nvoIYXv+2mb4DcHiRObhK4aDRYyj/T4yWA7eKZGxwwyCCVdmMh7rgEQBoPtdOTsJPgxjLRNvaQBNLumF0w+G5LtXvIsJaoXdZsnrJwcYeJa8q+nKtZVpq0O9jzh5RpF8W3YNsWaneHBzdKttTvd8pl235y7GBd/hJYVTxnN/lfvzU3WzIxXH67+lze9OrAupJlG3tIWnoYneDe+WVaxWszOlIO7uxUC283Z2KTM/lre8TF71CE0+dTSUjNIiI+jcnLpO55Qs+6FRKoW34ghsTckstLHfbwz44I2ry+mOFfrM0L1H00qiWLH+/BZ7e25u0RLa7ZQF1+NSp5MmtiZ57o34D2YZVoVMUHgwH+3hFJnw9X8P3a4zgbDXkBuiPRyRdZouM4HJNU4LxTGbIz1ZWlbrAEn47mBm6mLJfsyvu61ybY98oINuc3rGU1alTyyB2KcvLidyhCVEI6Z5MySEzP4s150kx/dPvQqyJQB1A3N4B5NDdA+0Xu3/zOzrWuiN6Eyk5qtIVuj0nZ2KQt8HyE9O0a9J51R7VyA5m+ZpF2Hv59WMrtlr1ZuNm3vdXuDl0fLXiZuRTtTZxdpRTOYIRdv8FnrWWj/ebcHYKD82DrjzZf3TK7MLDiW+PKC7ZcyVw9ZQhJcQMdbCWoYekCdRHbrP2bQILujYdIcNHymf3vScmCBajZSbLF6veTLLGhn155U3/9qsswFZAs2IRw+z3WidXWAS4+VSD1fMm3V2W35FX4to81UNf8Zhj5PTy+H7xy23PMecg63dPCYJDP5jMnocukK6cXYGD9il4Dx3fdm7IdYpl6DdLSw8P/8pbn5CJZdjYK8mtmnZ0E+bjxaL/6vDFvP0v3x3Bf99KV/WRmm5i19TT/7T7D2iPnMBik5yVAyxp+jO4Qase1LlpMUjr3/LA57/ylBFr2RCTw1KxdZOaY8HFzpku9QB7sXY8WNfztsKZXPjdnJyb1rc+kvvLlujs8gdfm7mXziThe/XcfHy06RFKG/AP5etUxutSrXJGrW2qnz0vpbiVPF+JSs8jKMVfwGqnyYg3cpPDF8iPsDE8AYGTb8v8uswV3FydeGNyYiT9vY9mBGF4a0gRjKb4TTSYz/+6KZN6uMyzaF13gu726vweT+lw9G1T18gVop605zsbctgcj29Yo6W7qWuPqJX2uQjtAxwmQGCk7S04usPEbmP+U3G7/v9b+L94h8OSh8l3Pvi9LL7ec3D6VIU1Ld79G18Ntv8PfD0BSpPSrqdYaOk6EjV9JEBKg7d12We3Lsv0n6+mO98vOS2nKANXVJyNJphpbDHijYEn69e/B1xtlym/EVrms2lUydbTxDdaJyb7V7fc4ltcN4I97AIMMs2k+sti7qDJy87Ge9q0OtbpC5fqS7T3gTfj7fpnUa3SRfmQX8vCXz4Kj6/G0DBsZ+klFr4njc/WSbZDks7DwebnM23FaP+h/YDu6rqnUOq8/do5JM7az/0xiibffdiqOYZ+v4X9/7WHtEWnMbdmZ83Fz5vPb2lx0Uqg9BHq5Udnbms3Xp1Hhfkpms5mDUUl8tvQwU1YcISEti4V7o3jw121k5pjo1ziY7S/15+s722mg7hI0r+HH7xM68+KQJrg5G/MCdQDe7ldOrD0rRzIRAnKzQlMz7TMYQzkeS5lobHIG7y+Ufh/396pL7Ss4i6xb/SB83Jw5dT6VG6esZcuJko+GH4lJ5tapG3jktx0s2idNq8354tVf3N4GP8+rpxdjzQAvnIwGUjJzeG3uPgDGdAmjSVXfCl4z5dB8q0mgDqSnWocJhW9Tp3f5rhNIsCp/kKLuJZSF1u8P45ZKzzqQgRleQdApt4fX4pcKNumvSGd2yhRci17PaKDuWrb3L5lUCuBZufDnsVKYDJJxzpch739lHoQrJE4GoeFTTUpLL3T+GGz+Tkoqy6LDeJmim8cMOVllW6YqWZu7rKcTI6Tk/6tu8OsoaVNgKfk+vLAi1s52ej0Hz56W3oiqdCz/p6H0vSfLwZWzt38FqlHJ2tvt352RrDwYw/aXBhTKTIuMT+Olf/ayZL/sxAV4uTK2W22GtKjK8gMxrDkSy4O961VY+ZCT0cAHN7dkzPebcXUyYszXb+hAVCKfLjnMhmPniEu1/oN5b8HBvNPV/T344OaWNpkiey0yGAyM7VabW9qHciY+jfQsE4npWbQLK77vm6PJMck/P9/cEurkDA3WXSu83Zyp6ufOmQRp2NqlbiBPX1eK8hsH5u3mnBc43xmewC3fbGDj830LTbBOSM3itbn7+Gt7OCYzeLo6cU/XMAY3r8bx2BRmbjnNPV3Cyn1YkL25OhupFeiZ1/agTU1/Xh7aRHvVqUvjdkE/yF7Py5TSijBymvSsC+sOTpe46exfEx7bKz295kyCle/C+JXSmyz2IGz6Fno+ZZ/1vhRf97CevmcBeFw52xjKDtZNtp4e9pmUdl+oTk8pbV/xtpw3lH9CgV1YJvEW1Tcw/jR8d500pD+yFIZ8JCWsl8PVS5rbg7x2/V+FlqMvb1mqdPxDZbr1+i+kbPvUerncp2rBPm+NhlTM+tmK0Vj4f6gqmdEINbvI5PbL6VdnJxqss6M/thbsc5CYns26o7F0qhNIVEI6rs5GktKzuPO7TZxJSMdogBFtavDcoEZ5AynGdK3NmK4V32i/Z4MgutevzOrDsXyx/AjvjmzBLxtP8uqcfWTmZk25OhvJzLb2cqkV6EnXepWZ0KMO/p7l32fvauPt5kz9EJ+L39AB5QXrcie5pmbkVOTqqHLWtJpfXrCuZ4OgKz5os/1UwUyYHJOZBXuiGNm2BvGpWWTlmHBzNnLnd5s4GC39Gvs1DuHloU3yDro0qebL4BZVy33dy0vTan55wbru9a/8v7mqCPneM31egB4VGNDyqy5lMpfLxQNa3ynlvIcXSQls27ul5Gb5GxBQu2JL30z5/ie3uQtqdS7+turqd/agNEgHyS5reH3xt2031hqsu1oCvJZpkAmnpRw4f+nkzDskUAfSezJ8EzywQYbSlFZWmgzuMBhhySty2aB3yz4NVpXOgDeg17Pydz20EDwCoEY7OaCy41cIanRBxqO6Ztzxh3zmLzcAbwcarLOTqIR0nvpjV6HL7/xuU5G3rxfszVd3tKFesGMGYwwGA4/2q8/qw7H8uT2cYa2q5U0s7dEgiEf71c8rcfpuzXHqBnkzoElIqXo5qatfdm6wzjKcJFnLYK8pLWr45WUO78rtWXelSs/K4cYp6wpd/sLfe3jh7z2FLg/2cePLO9rStoQJyFejFtX9+HdnJAC7I67sv7mqIH1fhHb3yGl79o0qLwYDDPkEpnSC8M2SoWMRe7jCVguQ4Rfdn5Cpnt0er9h1URXvwDzr6bv+kfducbyDYNwy2Pu39Gm8GjQeJhmw8adksM2gd6zXnTsqv3s8LcGduOPw8wjo/7pkGpbGhi9h6avW82HdJeipyofBYA3ANrjOenmLUfKjrl2uXg5VAgvas85upq09nnd6WMtqJd62ZW5fMkcN1Fm0rRVAzwZBZOWYuXuaNej4SN/6tKlZCXcXJ9xdnHiwdz0GNquigTqVx5JZ55PbZy9Vy2CvKe3yBaosE0KvVPmnew9sWvKRt1qBnsy+v8s1F6gDaJuvTP9IzJX9N1cVyK+G/FwtmZl+1a3NyZOj5LerN7S8peLWyaLvS9DjSe1TpyRg0eMpeGgrBDW4+O2rt4UBrzvcTu5lc/eVYQNQeAJ1zdwpuJ6BMGyy9Ow7s1N6niXHXHzZ678oGKgLbgrDv9TPnVKqSPrNYCe9GgTRuU4gH41qyce3tKJHAxkH7epspGUNv7zbtQr155dxnfIa7zu6z0a3pm+j4LxMKZDyTKVKYgnWWd4rKVoGe03pXDcwL7B1S/sruwF165r+dK0XyPPXN+KrO9tya4eagMQSutazNqcN8HJl1sTOFdZrtKK1DvXnxtaSDVURU8yVclht7pIeeDf/KL3snjwMAXUqeq2UsvKrIWWAletV9JpUHMtQmfPHCg59qJlbIn5qHdTuDo/sgsB6Ujp7ZOnFl7s+34TRJw7B/WuvnsEcSimbM5jN+WfSKXtJSMvinx0R9GoQzMnzKdw1bRODmlXho1GtcHe5shqyms1m5u+J4tV/9+Lh4sSix3ri6qxxX1W8m79ax+YTcVT2diM2OYOm1XyZ93D3il4tVY7MZjMJaVlXXf/KjOwc/tgaTuvQSrg6Gxj06Wpah1Zi6l3trqoJr5fDbDYTn5qFv6eL9qxTSil15TCZ4L0wSE+AG6ZA69vl8k1T4b8nJSPugdyWGCvfl96TwU1g4lprlpzZDDmZkJ4oPeoOL4IzO+S6SdsgsG55Pyul1BVGg3UVJCk9Cx/3K3tHLsdkJsdk1kCduqhtp+K46ct1WL5tGob4sPCxHiXfSakrUFJ6Ft5uzhqcUkoppa5kS16BNR8DBrjtd2gwANZ+CotfgqotYcIquV1aPHzcDDKT4J75UKuLXD7rHtj7Fzi5SNDOovUdcMMXKKXUxWj9YgW50gN1AE5GA07al06VQpualRjfow5frzwGQLuwa6+Hl7o2XA3f7UoppdQ1r+czEL0PDi+E2fdB/1dg1yy5Lvms9XYe/hLI2zMb/poILW8FZzfY+6dcn5MpZbUdJ8owCb+rYGCOUqpcaGadUqpcmM1m/twWwdojsTw1sCFV/TwqepWUUkoppZQqWnoi/HIznN5Q8HLf6vD4Puv57b/APw8Uvr9fTbj9dwhqdPUMylFKlRsN1imllFJKKaWUUhfKSoe5j+UOlegpE5xD20PTG623yc6AmXdCYgSENIUzu8CnClz/wbU9qEMpVSYarFNKKaWUUkoppZRSykHoZACllFJKKaWUUkoppRyEBuuUUkoppZRSSimllHIQGqxTSimllFJKKaWUUspBaLBOKaWUUkoppZRSSikHocE6pZRSSimllFJKKaUchAbrlFJKKaWUUkoppZRyEBqsU0oppZRSSimllFLKQWiwTimllFJKKaWUUkopB6HBOqWUUkoppZRSSimlHIQG65RSSimllFJKKaWUchAarFNKKaWUUkoppZRSykFosE4ppZRSSimllFJKKQehwTqllFJKKaWUUkoppRyEBuuUUkoppZRSSimllHIQGqxTSimllFJKKaWUUspBaLBOKaWUUkoppZRSSikHocE6pZRSSimllFJKKaUchAbrlFJKKaWUUkoppZRyEBqsU0oppZRSSimllFLKQWiwTimllFJKKaWUUkopB6HBOqWUUkoppZRSSimlHIQG65RSSimllFJKKaWUchAarFNKKaWUUkoppZRSykFosE4ppZRSSimllFJKKQehwTqllFJKKaWUUkoppRyEBuuUUkoppZRSSimllHIQGqxTSimllFJKKaWUUspBaLBOKaWUUkoppZRSSikHocE6pZRSSimllFJKKaUchAbrlFJKKaWUUkoppZRyEBqsU0oppZRSSimllFLKQWiwTimllFJKKaWUUkopB6HBOqWuYT/88AMGgwGDwcCJEycqenVUBVixYkXee2DFihWFrh8zZgwGg4GwsLByXzellFJKFU234dTFtuGUUlc2DdYppZS6opw4cYJnnnmGtm3b4u/vj4uLCwEBAXTp0oXXXnuNmJiYil5FpZRSSimllLpszhW9AkoppVRp/fTTT0yYMIG0tLQCl8fFxbF+/XrWr1/Pp59+ym+//Ub//v0raC2VUkoppZRS6vJpZp1S17AxY8ZgNpsxm81a5qgc3tq1axkzZgxpaWkYjUbuuece/v77bzZt2sQff/zB0KFDATh//jw33HADx44dq+A1VkoppexDt+GUUurqpsE6pZRSV4S3334bk8kEwOTJk5k2bRo33HAD7du356abbmLOnDk8/vjjAKSlpfHRRx9V5OoqpZRSSiml1GXRYJ1SSqkrwrp16wAIDAzkgQceKPI2L730Ut7p9evXl8t6KaWUUkoppZQtabBOqWtYSZPETCYTy5Yt48knn6Rr165UrlwZFxcX/P39adWqFU8++SSnTp266GNs3bqVsWPH0qBBA7y8vHB3dyc0NJS2bdvy4IMPMmfOHMxmc4H7XDjdymQyMXXqVLp06UJAQABeXl60bNmSt99+m/T0dFu+JFedtLQ03nrrLVq2bImXlxeBgYF07dqVqVOn5mWplYXl7/TKK68AsHz5coYPH061atXw8PCgcePGvP7666SkpBS433///cf111+fd7smTZrw9ttvk5mZWexjWa6rXbt2sbfx8/OjcuXKBW6vlFJKXW10G+7qV9ZtuLCwMAwGA2PGjCnxdmPGjMFgMBRZTn3ixIm8v+cPP/wAwOLFixk6dChVqlTBzc2N2rVrc//99xMeHl7sY7zyyit5ywFIT0/n/fffp02bNvj4+ODj40OHDh34/PPPyc7OvuhzU+qaYFZKXbO+//57M2AGzMePHy9w3csvv5x3XXE/np6e5j///LPY5X/00Udmo9F40eUkJSUVuN/y5cvzrlu4cKF54MCBxd63SZMm5jNnztjj5bninTlzxty4ceNiX7vrrrvOvHDhwrzzy5cvL7SMu+++2wyYa9WqVeRjWO778ssvm99++22zwWAo8rG6dOliTk5ONptMJvPDDz9c7DoNHDjQnJ2dXeRjtWnTxgyYAwMDi33OCQkJecu66aabLudlU0oppRyebsNd3WyxDVerVi0zYL777rtLfKyStvWOHz+e9xjff/+9+dlnny12nYKCgsz79u0r8jHyvyejoqLMrVq1KnY5Q4cONefk5FzGq6bU1UWnwSqlipSdnU3VqlW58cYb6dy5M3Xq1MHd3Z3Tp0+zbt06pkyZQnJyMrfddhvbtm2jcePGBe6/a9cunnzySUwmE7Vr1+ahhx6iVatWBAQEkJSUxMGDB1m+fDn//PNPievxwgsvsHnzZgYMGMD9999PaGgop0+fZsqUKSxevJh9+/YxdOhQNmzYgJOTkz1fkitKdnY2Q4YMYf/+/QAFXr9Tp04xZcoUFi5cyPnz523yePPnz2fTpk107tyZSZMm0aBBA2JjY/n000+ZP38+69at4+233yYgIIDPPvuMQYMGcd999xEWFkZ4eDhvv/02GzZsYMGCBUydOpWJEycWeoyJEycyfvx4zp07x1dffVXkbV5//fUCt1dKKaWuNboNd2Ur72240po6dSrr1q2jZ8+eTJgwgQYNGhAfH8/06dOZPn06Z8+e5d57771oG5IRI0awb98+Hn74YYYOHUpAQAAHDx7k9ddfZ//+/fz7779MnTqVCRMmlNMzU8pBVXS0UClVcUo6Knv8+HFzZmZmsfc9ffq0uXr16mbAfMcddxS6/sUXXzQDZi8vL3NUVFSxy4mPjy909Cz/UVnAPH78+CLvO3bs2LzbfPHFFyU802vP559/ftHX79577y3wOpcls47cTLYLs+Kys7PNnTp1MgNmHx8fs7u7u/nRRx8ttJyUlJS8I8AtWrQo8rGys7PNd911lxkwG41G83333WeeM2eOefPmzebZs2ebhw8fnrcu//vf/0p+gZRSSqkrmG7DXb1stQ1n68w6wDxu3DizyWQqdLv77rsv7zbbtm0rdH3+zDoXF5ci1/fcuXPmkJCQErcFlbqWaM86pVSRwsLCcHFxKfb6GjVq8NRTTwEU2bMkKioKgAYNGhASElLscvz8/DAai/8qCgkJ4eOPPy7yuk8++YSgoCAApkyZUuwyrkWW16Ok1+/TTz/Ne/3KytPTk2+++abQkXEnJyfGjx8PQFJSEkFBQbz33ntF3v/uu+8G5Ih+QkJCods4OTnx448/MmvWLFq2bMm3337LsGHD8qbB/v333/Tu3ZvFixfzxhtv2OR5KaWUUlca3Ya7spX3NlxpVa1alcmTJ+f1ncvvySefzDu9evXqEpczadIkevXqVejygIAA7rnnHgB2795d5LagUtcSDdYppUolMTGR48ePs3fvXvbs2cOePXvw9PQscF1+VatWBWDfvn1s2rTpsh931KhReY9zIW9vb0aNGgXA3r178zYur3Vnzpxh3759QOlfv7Lq378/AQEBRV7XsmXLvNMjRowodgci/+0ufD9Z7N+/n+nTp7N79+4ir1+/fj3fffcdERERpV11pZRS6qqm23BXjorYhiutkSNH4ubmVuR1DRs2xNvbG4Bjx46VuJzbb7+92Ovatm0LgNlsLnZbUKlrhQbrlFLFOnnyJJMmTSIsLAw/Pz/q1KlDs2bNaN68Oc2bN8/LmAKIjY0tcN9bb70VFxcXMjIy6Nq1K0OHDuWrr75iz549hY7glqR9+/YlXt+hQ4e808UFcOwpKysrb8O3qJ+srKxyX6f8r8OlvH5l0aBBg2Kv8/f3v+TbJSUlFbp+9erVdO7cmX///Zfq1avz008/ERUVRWZmJqdPn+aLL77A09OT3377jQ4dOrB3797Lei5KKaXUlU634S5Ot+EuTaNGjUq8vlKlSkDR23ClXU7+A78XW45SVzsdMKGUKtL8+fMZOXIkqamppbp9WlpagfONGjVixowZjBs3jri4OObOncvcuXMBqFy5MgMHDmT8+PF07969xOUGBweXeH3+8ozybrQLEBERQfPmzYu9/vjx44SFhZXfClHwdbiU168sijvyCxQokSnt7XJycgpcl5GRwa233kpCQgJVqlRhw4YNVKlSJe/6GjVq8MADD9CzZ0/atWtHZGQkd999N1u2bLmcp6OUUkpdsXQbrnR0G+7SlLQNB9btuAu34S5lOSVtCyp1rdHMOqVUIbGxsdx2222kpqbi7e3NK6+8wvr164mJiSEjIwOz2YzZbGbp0qV59ynqSOtNN93E8ePH+frrrxkxYkReb43Y2Fh+/vlnevTowZgxYzCZTMWuS1F9MVTpXS2v34IFC/JKWydNmlQgUJdf06ZNueOOOwDYunUrO3fuLLd1VEoppSqabsNdPfT1U+rapsE6pVQhf/zxB/Hx8QD89ddfvPzyy3Tq1ImgoCBcXV3zbleao6B+fn6MHz+e2bNnExMTw759+3j77bepVq0aAD/++COTJ08u9v7R0dElLj//9cX1TLOnsLCwvA3fon7K+4gsWMsQ4NJeP0e2f//+vNNt2rQp8baWficABw4csNs6KaWUUo5Gt+FK72rfhrNkqZUUUAVISUkp5doppcqTBuuUUoVYen0FBATQr1+/Ym93OSWGjRs35tlnn2XDhg14eXkB8Pvvvxd7+82bN5e4vPzXN2vW7JLX52qUv6TjUl4/R+bsbO3akJ2dXeJt8/eYyX8/pZRS6mqn23BXNltuw/n4+AAQFxdX4u0OHTpUyrVTSpUnDdYppQqxBEPS09OLPRqXmprKTz/9dNmPERoamjds4MLGxvnNmjWrUC8Vi5SUlLyNxCZNmuRNL7vWVatWjcaNGwOlf/0cXe3atfNOr169usTbrly5ssj7KaWUUlc73Ya7stlyG86yDbRt27ZiB4Ps3buXXbt2lWGNlVL2osE6pVQh9evXB2RjrqgNgZycHO677z4iIyOLXcbff/+dV4ZRlNOnT+eVKJYUUImKiuKJJ54o8rrHH3+cmJgYAO6///5il3EtsrweJb1+jz32WN7r5+j69u2b15D4yy+/LHZq3Pz58/nrr78AqF69Oq1atSqvVVRKKaUqnG7DXflstQ3Xs2dPACIjI5kxY0ah65OSkhg7dmwZ11YpZS9aH6SUKmTUqFE8//zzZGRkcM8997Bjxw769++Pn58fe/fuZfLkyWzdupWuXbuydu3aIpfxySefcPvttzN48GD69OlD48aN8fPzIy4uji1btjB58uS8o4UTJ04sdl3atWvHl19+yfHjx5k4cSKhoaGcPn2aL7/8koULFwLQunXrEpdxLbr//vv5/vvv2b59e5Gv35QpU1i0aBHt2rW7Iiam+vv78+yzz/LSSy+RlJREly5dmDRpEv3796dSpUpER0fzzz//MHXq1LxMgnfeeafAVDGllFLqaqfbcFc+W23D3XHHHbzyyiskJiYyduxYjhw5wnXXXYfBYGDr1q189NFHhIeH07p1a7Zv316Oz1ApVSpmpdQ16/vvvzcDZsB8/PjxAtdNmzbNbDQa866/8OeWW24xL1myJO/88uXLC9y/Z8+exd7X8mM0Gs2vv/56ofVavnx53m0WLlxoHjBgQLHLaNSokTkiIsKOr9KVKyIiwtywYcNiX7sBAwaYFy5cWOzf0Gw2m++++24zYK5Vq1aRj2G578svv1zsehw/fjzvdt9//32xt8v/dy9qXUwmk/nRRx81GwyGEt9XLi4u5vfff7/kF0cppZS6guk23NXNFttwZrPZ/Pvvv5udnJyKXIaHh4d51qxZJW7rlXYbzmw2m2vVqmUGzHfffXeh615++eW85ZTkYtuCSl1LNOVAKVWke+65h9WrVzN8+HCCgoJwcXGhatWqDBw4kJkzZ/Lbb7/h5ORU7P1nzJjBN998w2233UarVq2oUqUKzs7OeHt707RpU+6//362b9/OCy+8UOJ6uLq68t9//zFlyhQ6deqEv78/np6eNG/enDfeeINt27blTSVTBVWrVo3t27fzxhtv0KxZMzw8PPD396dTp05MmTKF+fPnF5gM5+gMBgMff/wxmzdvZuLEiTRr1gwfHx+cnJzw8/Ojbdu2PP744+zZs4cnn3yyoldXKaWUqhC6DXfls9U23M0338y6deu48cYb8yYCh4aGcvfdd7N582ZGjhxZDs9GKXU5DGZzMd0mlVJXvWnTpuX1qjh9+jQ1atSo4DUSK1asoHfv3gAsX76cXr16VewKKaWUUko5EN2GU0qpq5tm1il1DUtMTMw77efnV4FropRSSimlSku34ZRS6uqmwTqlrmE7duwAoEqVKvj4+FTsyiillFJKqVLRbTillLq66TRYpa4xMTExHDt2jBUrVuSNcR80aFAFr5VSSimllCqJbsMppdS1Q4N1Sl1jpkyZwquvvpp33t/f/6INgpVSSimlVMXSbTillLp2aBmsUtcgo9FISEgIo0ePZv369dSpU6eiV0kppZRSSl2EbsMppdS1QafBKqWUUkoppZRSSinlIDSzTimllFJKKaWUUkopB6HBOqWUUkoppZRSSimlHIQG65RSSimllFJKKaWUchAarFNKKaWUUkoppZRSykFosE4ppZRSSimllFJKKQehwTqllFJKKaWUUkoppRyEBuuUUkoppZRSSimllHIQGqxTSimllFJKKaWUUspBaLBOKaWUUkoppZRSSikHocE6pZRSSimllFJKKaUchAbrlFJKKaWUUkoppZRyEBqsU0oppZRSSimllFLKQWiwTimllFJKKaWUUkopB6HBOqWUUkoppZRSSimlHIQG65RSSimllFJKKaWUchAarFNKKaWUUkoppZRSykFosE4ppZRSSimllFJKKQehwTqllFJKKaWUUkoppRyEBuuUUkoppZRSSimllHIQGqxTSimllFJKKaWUUspBaLBOKaWUUkoppZRSSikHocE6pZRSSimllFJKKaUchAbrlFJKKaWUUkoppZRyEBqsU0oppZRSSimllFLKQWiwTimllFJKKaWUUkopB6HBOqWUUkoppZRSSimlHIQG65RSSimllFJKKaWUchAarFNKKaWUUkoppZRSykFosE4ppZRSSimllFJKKQehwTqllFJKKaWUUkoppRyEBuuUUkoppZRSSimllHIQNg3WmUxmIuPTSM/KseVilVJKKaWUcjyZKWA2V/RaKKWUUuoq42zLhcWlZtLlnWUAHHlzEM5OmrinlFJKKaWuMjtnwoq3IO4EBDWGjuOh7T1gMFT0milV/jJT4OxBcPGE4EYVvTZKKXVVsFmwLj0rh74frcw7v/lEHJ3rBtpq8UoppZRSV4wckxknowZuripnD8Gx5WA2wZ7ZEqgDOLsf5j4GHpWg6Y0lLyMjGY4sgbTzEFAXwrqB0cnuq66UTRycD6c3QdeH5f1uEXsIpvaW04M/hPb3Vcz6KaXUVcQmwTqz2cyDv2wjPjUr77JHftvO6md64+asGyBKKaWUunasP3qOW6du4M8HunD6fCrhcWmMaheKp6sTLk5GXJwMGDQD68oSvhW+Hwg5mQUvH/opHPgPDi+EWWNg07fgWQlcvaF2D2g0GJzdweAEKTEwYzSc2Wm9v18oDJsMdXuX69NR6pIdWiTvX4D9c+C23yGwrpzPse4DkpVW/uumlFJXIZsE67adimfpgRgAXh7ahA8XHSImKYPD0ck0q+5ni4dQSimllHJIZrOZ1YdjOZuUwdxdkSw/eBaAEVPW5d3m/YUH8067OhmpEeBB3SBv+jUOpm2tStQL9in39VaXYN9fEqhz84X6/SUY1/xmqN0d6vSCabsg6QycXGO9z84ZxS/PK1iCdwmnYc7D8OBGcPW0+9NQ6rJl5wvCnTsCU/vAzT9IoPnAXOt1+QN3l8Js1jJypZTKxybBunPJGQBU8XXnnq61mb0tnD0Ridzx3UZ+ua8jTatpwE4ppZRSVxdz7mCBr1cd4535B0p9v8wcE8fOpnDsbAqL90VjMED/xiF0q1+ZUe1CcXOWnr+afedAEsLld69nofODBa+rFAaTtkH0XimNzUiA8C2w50/IybDezuAEvtWg3T3Q7XEpHfyiAyScgtUfQt8Xy+vZKHXpave0nvatDokR8NNwaDQEDi20XmfKvrTlntkFX3eX07fNggYDyryqSil1NTCYzWUfYZWQlkXLVxcBsOOl/hyISmL89C0kpmfTqIoPfz3QFQ9XLYdVSl3dYpLScXdxwtfdJe+yV+bs5Yd1J2gQ4o2/hyvVK3nw9ojmuLvod6JSV7JzyRkM+3wtEfHWbBN/Txd6NQhiUt/61A3yJj0rB1cnIwaD9LDLyjGTmWMiMS2L0+dTWbg3iuUHz3LqfGqh5Teq4sNHo1rRpJpveT4tVZwfh8HxlTDiW2hxc+nuYzJJsC4nE3KywcO/cH+6dZNh0Qvg4gX3LYaQpjZf9SuO2QxRu2Hvn2B0hj4vVPQaKYvvBsDpjVC3D/jXgq0/ABfsSja9UTLuSuPoMvgpX5/H0b9K6bhSSinbBOsA2r6+mHMpmcx7uBtNq/kRGZ/GkMlrOJ+SSa+GQbx3UwuCfd1t8VBKKeUwzGYzBoOB5IxsOr65hLSsHMZ2q83z1zfGYDDw1KydzNoaXuA+E3vW5dlBjQotQyl1ZTh6NpnnZu9m04nzADgZDYxuH8qrw5ri7GS8pGWZzWa2nIxj47Fz/Lj+JGeTrJlYbs5GHu5bn7s618In30EAVU6Or4KUs5I59MMQCN9k+2BCdqZkJ51cC+5+0PdlaHMXOF2Df+/0RNgyDbZNh/NHrZe/FAfGS/tcKTuJ2gPf9AJTFgz/CkKawMr3JLu0ZmeYeTsYjPDYXskivZjJbaWkFqDj/TDoHXuuvVJKXVFsEqw7l5xB57eXkZljYvFjPagfIn1X1h89x13TNpKVY8bH3ZnbO9bi0X71NaNEKXVFm7n5FB8sOsSHN7fkuT93E+jtSoivO4v3RefdZnCLqtQK8OS7NcfJyDYVWkarUH+61avM0bPJrDkSy/PXN+aWdqGsPhJLk6q+BPm4ledTUkqVktls5pZvNrDpuATqXh/ejJvaVMfTteydRbJzTCSkZZGamcNL/+zJ633n7mKkVag/749sSWiA9jUrF+ePw2etAbMEIiyTX+/6R3rU2VLqefjlZojYIufrXwejpoPLNXKQOzkGNnwJaz6mUJYWwAMbIbhR4cttJScL5j8N1dtBi1HXZqD0Uqz+EJa+Jv0bH1gPfjWs103tK+/j9uNg8AclLyf+FHzSXE4bjPDiOQ3KKqVUPjYJ1n2+7DAfLDpEoyo+LHi0R4Hrdocn8Oyfu9gbmQhA5zqBjO9Rh9Y1/fH3dC3rQyulVLnacOwco7/ZcEn36dc4mC9ub0OOycyjv+1gUb6gXn49GgSx6tBZXJwM1AzwxNPVmap+7jzar4GWwinlAHaHJ/DBooOsPCRBtDdvbMbtHWvZ5bFMJjN/74jgi+VHOHo2BYAn+jdgUt/6dnk8dYH9/8LMOwpeVrkBTFhtnyBaZgoseRU2fQOYJSB462/g4mH7x3IUcSdh5buw+4+Cvf0sev8POowDj0q2e8zzx2DnTGg5GgJqS8Dor/utg0FeOl+4VFkVlJMtk5HDN0vW6ehfrNcdWgi/jpIA9yM7i10EphzJKD2+Ss4P+Rja3WvPtVZKqSuOTYJ1bV5fzPmUTJ4e2JAHetUrdH1mtonZ28J5fe4+UjNz8i7383DBxcmIi5MBZyeDnDYacXYy0LiqL+/d1AKjUUvDlFKO4c15+5i6+nihyxuEeNO5TiDV/D0Y3b4mv246RWR8GiazmVqBnozpUhtXZ+vR4uOxKfy68SSZ2SZcnIx8u6bwMvNzNhp4rH8DHuxd+PtVKVU+ohLS6f3BCtKycnA2Gnjzxmbc0r6m3R/XZDIz4eetLN4XTb1gb5Y83vPid1Jls2sWrP4Azh6Q3lyt7wCji5x287bvYx9fDb/eAlkp0PJWGP7l1TUhMykKds2UnnQH5kHWBf0aK4VBw+uh80PgV932j//zSDiyWE63vE364mWnW69/6hh4Bcrp05th7mPQ7Ebo8rBk3GVnwLI3ILQjNB5i+/W7UkTugG9yv4vGr4RqreR0egK8Uwsww5NHwDuo6PvvnAl/jbeef2Sn/O2VUsrRLHtDvtva3iOl/+WozME6s9lM7ef+A2DT//oS7FP80ca9kQlMW3OC7afiOBabctFlOxkNdKkbSLtaAdzbLUz7tSilKsyu8HiGfb4WgAFNQnhjeDPi07II8najklfZsoSPnk3mzXn7iU/NpG/jEPo1DuF8SiZpWdnM3HyahXujMRrgyJvX6wEMZRf3fL8Jf09XnrquIdX8r+JMnjJ47s9dzNh0mkAvV2aM70SD3JYf5eH0+VS6v7ccgAOvD9R2IvYUsx+mdLKeHzFVSiPL07GVknVkNsEtv1xdQaFfb4FDC4q+rs+L0P0J+wUnz+yEr3sUvrxqKzizQ04/Fw5uuZ/t1R/B0lfltF8ohHWDk+sg/qRc9nL81RVIvVQ/DIETq6FeP7hjtvXyLzrB2f1wy8/QeGjh+8Xsh6l9rIHawHowaWv5rLNS6upiNkP0HnB2h4C6tiulz8mCzd/CkaXWAzx3zYE65XvAtMwNVpYfjMk77XuRYFrTan58OKolAHEpmZxLySTbZCIr20yWyUR2jpmsHBPfrTnOmsOxZOaYWH04ltWHY9lw7BxT726Ht1vZe8IopdSliElK56FftwMwrGU1Pru1NYDNhubUDfJm2pj2RV5XM8CThXuj8XZz1kCdsovI+LS83mhDW1bVYF0RdocnMGPTaQDeG9miXAN1ADUqeeDj7kxSejbHzqZoWbw9HVliPV1csMHe6vSEOr3h6FI5on+1BOtysqR0EqD+AOnVF7FFyouHfCzBMHs5ugx+GiGnfarm9qZzhept5fEnt5HJs/kFN7aeTjgNO2cUfj7ORRysM5slg9C3qm2fg6Pp8yJMGyCfmdgjUDk3+792DwnWrf5I+i9e+Botf1MCdc7uktWYEAFpcbYtd1ZKXRv+vt/63RzSTIY01etXtqBdQjj8Ohqid1sv86kKNdqVbV0vQ5lDjwFebnkHlfadSSz1/Sp5uVIv2JtGVXxpXsOPNjUr0aF2AF3rVWbamPbsefU6/n2oG6/dICPs1x87x01T1mGj4bVKKVVqD/2ynVPnU6kZ4MkLQxpf/A42dDouDeCKHDix/GAMYc/OY+JPW/W720HN2nKaLu8syzt/7w9bGDd9C3sjEypwrRzP8XPWaoDOdQPL/fENBgPNq/sBsOrw2XJ//GuG2Qx7/5bTPZ6qmECdhSXQ41W54tahNLLSYc+f8rplF9F3Lr+D8yH1HHgFy1RdyyCHzg/ZL1CXmQoLnoefbgTM4OoDN30H/V+DPi9Aw0GSNedbHUzZUvZq+X9V/zopfbZoMdp6uvNDxQfqZo+FjxrB3r/s85wcRc2OULOLnN70jfXyrg+Duz9EboMNUwreJ/6U9IMEGPWT/M5Ok8tV+TPlXPw2Sjmq/XOtgTqDk2TY/XozfNpShhaZzXBqI/zzIMy4TQbgTO0D856AlNjCyzu4AKYPh09aSKDOoxIMeAPuXSjZv65e5fr0wAbBulah/oxoLVOAft98uswrZOHqbKR5DT9GtQvNy6ZLyczGcC2nmyvl4HJMZraejOOhX7fxwC9bOX3e2ovmbFIGM3J7uV1J1h2JZdMJmfo4bUz7Ekv9bS09K4fX/90HQIsa/uX2uGV1+nwqHy0+xD3fSwbFgr1RDJm8hk+WHOJgVFIFr52yiIhP49k/rUcNG4b4YDTA4n3RDJ28hv/9tZt1R2JJy9SN+e71rAGTxLTsClmHvo1DAPhg4UH2RZb+4Ki6BFG7rBNZmwyv0FUhOTcoG9qxYtejJKYc+GUk/HEPzLobvuklJUPFsQwTaHCdZKqdWg8YoG5v26+b2Qz75sAXHWDDF3JZ+/vgiQMQ1rXgbZ1dYeQ02dnbPQsOSnsfjEYpg/aWzx7nj8nvkOaSvVGUff/AntyS0BNrbPucHFHLW+T3ucPWy/xqwHVvyunlb8GiF2HNJ7D1B/jnIevtluS+hj7VJCNGla/DS6TvYGJkRa+JUpfn1Hr5XaU5PHlIDqK4+UHCKVjwrLy/pw2A7T/DwXny/z1iq5S3/jgMNk2F05tkGcdWwIzRcGw5mHOkpHbccugyCWp2qpBAHdigDBZgWKtqzN4WzrIDMZjNZpsF1EwmM2O+30RyhmwYt6ul6dFKOZKEtCzm7TrDoegktp2KY1d4wWyczSfi6Nc4hMT0LJbujyY9y4TRACPb1sDT1ZnE9CwS07Jwd3HigV71aFzVJ+/7Iz0rh392RNCjQRBV/SquLO+HdScAWed6wXZuLH6BfWcS8/p7/m9w+Wb0Xa6YxHRu+nIdMUkFMyz2RiayNzKRL1ccZc5D3WhYpXzLCFVBMUnp3PndRnJMZvw9XVj3bB88XZ3ZE5HAVyuPMnfXGX7ZeIpfNp7Cx92ZBY/2oPo1XB77z44IAOoEeRFcQVmu/RuH8PrcfWSbzCSmZ1XIOlz1dv9hPb32UxjxTcX1JAtpAocXSmZSk2FQtWXFrEdJ1nwsPcssYvZJ8O5/0YWzzpKiYfNUOR2xFbZMk9P1+oG/HQa1zHsCtnwnp31rwJCPJEhYnJqdZPLsxq8k2NZosFzuVRmCm0ByNGQmy2VVmluf35mdsPQ1yEiSktptP1mXGXfC5k/L4QTmTqc+uV4yVSyZoC1vlayXQ/Nh3WdF3zdmn2RZjvxOJ/CWh5xsCUhkJEoAeubtUob8UWNodTv0f906XMUiMwWi90Fo0a1alKpQVVrIbxcv+e657k3JmJ7/NGybLt/PFv1ehUq15HtqySsQsxf+exIMRrjxG/jnAcAsGfW9/wdBjQr+/089D54B5fnsABsF6zrWDsDdxUhMUgaHY5Jt1stl04nzbDgmGS2j24cyvkcdmyxXKVV2EfFpDPxkFUnphbNMGob4kJKZTXhcGjM2FSxtMJnh9y3hhe4zd9cZ3F2M9G4YjL+nS15/KB93Z3a/UsIGth1FJ6azeH80APd1r13uj1/Vzx2jQV6z1/7dl9crz5FNXnaEmKQM6lT2YkiLqrSq6U/z6v7M33OGT5cc5lxKJrd/u4E3hjdnYLMqFb2616zF+6I5dlYCwbPv74Knq2wONKvux+e3teG2jrHM2HSaf3dGkpSezfAv1jJrQmfCKlfMkcWKtuVkHAA3talRYb0jw+MlU7lGJQ861bFDKa7JJJlElt/Xolpd4dBCiD0Iu3+H3s9DQPl/9wPQ8xkJah1fBSvehVt/rZj1KE74FsmaAplYa8qGOZNkoqdTET2sFz5vPV27p2Q6ALQfa5/1i8g3sMDdF5a9LmVRN31bfGlx/QHWYJ1nZej2GKTGwtmDcr1zbma9JWgHUl4VlZuhfHpjweUdX1VhO3jlplYXCWbG7JNAUPORcrnRSbIVt/8kQcu0OGtfuph9shNdszOMmg7ewRX5DK4NCeGSSXT+aNHX7/hF3tejpst5s1kC6ktekeDeHbMlsK6Uo0iJhQXPyGmfEOvlLh4wbLJk2R1fJf/Da3SQ/wMW9QfId/eJ1TLI6c/7rNdd/2HB5YGUx/45DgZ/WO4Dp2wSrEvPyiEz2wRg0wEQf2yVHfr+TUJ456YWNltueYiIT2Phnij8PFwY0aa6lu+qq4rZbM7biQ/xdWN46+pU9nKjT+Nggn3c8HF3ISk9izk7I4lNyiQzJ4deDYOpXdmL1YfPcupcGunZOfh5uODn4cLyAzEs2ieZd/P3RBV4rKT0bL5bc5x7u4aVy+coM9vE6bhU4lMzWX04FrMZwgI9aVSl/Bu6V/Xz4KHe9fhs2RHm7T7Dp6NbOcx3SVxKJptOnOdITDLbT8XRqU4gzkYDP22QKXlPDGjI4BbW5tp3dQ5jYNMq3PbtRo7EJDPx563893B3DIbc8ksdnlGualTyzDtdN6hwxmiXupXpUrcyE3rUYcJPW4mIT2PU1+v5dVyncs8wrWgJqVlsPxUPUO6DJfILyJ06fS45k5SMbLxsPXBrxmjJ5AK46x+o08u2y78SNBwoP1M6S0Ah9nDFBetcPGDgu/BlZynfObhA1q28RWyTwFe9vhCQe9A8PVH6splzoNlNkkW17HW5rlbXwtmIUXtgT27WYovRkvmw8Us5f2aX9I2ztSbDrBNeY/ZZL1/9IQx8u+j71OkNbe6SjIxNX8uPwSg7c15BsoMXuQ32z7EG4er1twbr2t4DKWeh4fUw5yHIyZQA1dUcrDMY5HWL2SeTci3BOgBXT+g4oeDts9LhrWpy+rq3NFBnbyYTmLLg97skUOfmB27ekilarbW8vy1B5ur5mufPf0be/xZHll6bwbrovTBtkAz5GT7l4rdX5WfHr/L9CgXfuxZBDeWnKJVqwZi5ciBh7uPSAsOvBjS5oXCgDuSgQ0aiBOwSI6Hbo7Z6Fhdlky29VYdjMZllh8uWU+Q8XSUl2t3lykuNnrXlNJ8skf4NXyw/kpeN4OfhwpguYbQM9a/AtVPq8uSYzHy54gh/bA3nxDnJ8rijYy0m9a1f6LY+7i7c3rFWoctvzO1xmd+tHWqSnpXDlhNxbD8Vh8EAOSb4eMkhAF6fu48VB2P4/NY2+HmWPHW6LLacOM+Dv24jOrFgCWe94IrbQbcMlqgb5OUQgTqTycwnSw7x3ZrjpOTrZbZkv3UyeKMqPvRuFFTovsG+7vw2vhPt3pBpi9d/JuVTvu7OBHq7cUv7UCb2rGvnZ6AAckymvNMfLjrIo/0a4FREwLRZdT/+frArd3y7kYPRSdz81TpGd6hJv8bBNKzie01MaH/yj51ExKcR6OVKh7CK2+luEOxDjUoehMel8c+OSG7raOPSwfwN3qffAPfMl6yZa5Fb7nd+dnrFrkdIExlwcHQZRG4v32CdKQdWvAOr3su9wCBlpB3GS1+3uBPgVxMGfyQBG8vQgJj91mWc2gBLXoVT6+S8bw3odL+Uz1oUl+lTVp0nScZXRpL0S4vZK5enlDCgxWiUjIxGQ+S5R26XQF3DwTDsM9mhs/hrAtw+S/oZrflILuv9P/AOksCG2SSvT+A18D8tqIH8tvT0K4mTi5RgJkXKZODqbey7bteinGw4vQG2/yIZwkYXGeLh7g8TVkr2q9ksn9uvulvv51cdzh+X4LwlUOcZKENh8pcTXq1MOfKdb+lNlp4As8dBRoJkHg58G9z9KnYdlVWyVD4R1l2+hy9HpTC488+L3+7mH2HF27D6A2l7ULOT/GSlg4t9e5nbZCt7/u4zAPQqYuesLG5sXZ2fNpzk352RdK0byC3tQ4vcWT0Sk8T7Cw/i6epM3SAvVh2OpUYlD7rXr8zRmBQGNa9C02rl++FyzrfTcyw2Ja/vFMBf2yO4vnkVHu/f8JrLUFBXtqmrj/HBIgmguTob6d0wiNEdbLPD6O7iRLf6lelW31qe8kDvuvy47gTvLjjA6sOxPPb7Dj67tbXdAgSvzd2XF6gLDfAgyNuNPo2Cua2IoGN5sUzZ7li7/CdQ5peYnsW932/meGwK51IyAagZ4Embmv78vUOaExsN8OR1DRnXvQ4uTkWX0VX2duODm1vy/J+7ycwx4epkJDE9m8T0bN6Zf4Bu9SrTrLpuDNlb74bB9GkUzLIDMUxedoSvVx2jc51AXr+hGTUDPQvcNsjHjRnjO3HXtI3siZC+g1+uOIqHixM3t6vBvV1rX9XlsTtOxwMw+dbWdj1YcDFGo4GWof6Ex6WRkGaHnnWuBf/ufD8Ixi6G0A62fyxHlpEE547IaRcH6NNYqZwz+yJ3SPZZ+GZIku17PCtLOeihBfIDkpFz01Tw8Jfz9QdA7CFp4P3b7RIUs2TsGJykD1D1tvD99ZCVu03c4ha4/n37PA9nV8nYW/GuNVAHkgV4MQ2uk5+0OMmgC6gjgY3avaQ0ds3HcHw1bPza2uDct4YE6sCajZlwSqbkNh1e9OMkRMgwCzdf66CGK1Fs7nCJyoUP3BZidILuj0uvqG3TC2feObrYw5JF2OSGgpef3gy+1STgVZHSEyVL+uRa62WmbJmCPHKaBCfAmv3a40mYNUaCy3/cW3BZre6QIMiUjpI1OfNOCWZbPvNXE7NZDlJFbodB70qZ/9bvC95m3efQ538Vs36qMEtWXd3e9u8t6+QsGeGbvpEMuw1T5P/kibVSIl6rs90eusx7vP/siGD+nigMBhjaopot1ilP65qVuLNTLaavP8mzf+5m7dFzvDikcaFpjB8vOczCvdEFLtt0HP7cJg2hT51PLfdeT/2bVMkLarx1Y3OcneRNtOHoOf7cHsF/u6P4b3cUT13XkAd71yvXdVPqUmXlmJi87AifLZUNsnu6hvHkgIa2L8O6gIuTkfu616FVqD+jv9nAsgMxDPxkFV/d0dYuAZ2GIT7sCk9gWMtqDtMfzlJ2t/nEec6nZOaVwpWnxPQsnvx9Z17fLhcnA6/d0IxR7UJxMhr4+JZWnDyXipebc14mYElGtq3BwGZVSM3IxtfDheOxKdz81XqSM7I5e8FgCmUfBoOB7+5uxzerjvHZ0sOkZOaw8tBZbvpqHUuf6Imve8GgVICXK7Pv78LifdH8uzOSrSfjiE3OZPr6k/yy8RRNqvrSr3EIk/rUu+pKmi3TcG1ZOXA5EtKyWHFAMlhDfO0w5OLWmfDBBdsj3/WHUT9JoMUBMnvtLiMJvuwimSRgLfusSJbsPkM59RHcMk3KPAGcXGHY5xJIij0iAyK2/wKZSdBhgmQWWAx4Q7JOlr8JB+ZaL299p2ScRe+BX2+R0tngJtDzaWh6o/2fT+0eMuDA0mfuUt7HHpXkx8JohD4vwYH/pK/h/Ket19XtZT3tH2YNcK56Xz4/Fw5QOLEGfh0tryXIAJHgRpfyzBzHydzMycoNir4+ao/s2Lr7STm1JQvz7AHJZnLU4RLJMRIQyEiSLKs9f8LOX6WZfVh3a3mz2SzN6c8dgVt/K3mQib3tnmUN1IV2knJwnypSqlxUOXaTG+ChLTIV89R6a+l4kxtgyMeSCdnsJunjuH+OfCeGNJOgfKPB8vm6EpjNsPglyY7t9jjU6Vnw+l2/W4fl/POg9XIXL/l77v1TsowTI6D/a8X3vVTlJ1XmGuBRThUPBoN8T59YLVO/LbZ+75jBum2n4piy/ChLLM3Xu9W2y87zi0OaEOTtxqdLD/PvzkiW7Ivm41taFWhMnpNjzjvdrLovzar5EZmQzqpDkuru7lL+jZIbhHjnNYbv2TAob4reqHah3NS2Bu8tOMDO8ATeX3iQ7BwzY7vXvibKiVTpxKdm0uq1xXStF8hP93as8J3f1/7dl9eLbHyPOjw3qFG5lmS2Cwvg5/s68sTvOwmPS2PEl+t4rF8D7u9l2/ISS1B9zs5IRrcPpUu9iv9n3L9JCB8uOsSBqCR6vrecZwY14o5O5Zvp9+HCgyzaJ9/1zwxsxKh2NQj0tgYLDAbDJWdWebs5533nNa7qS6MqPmw5Gce7Cw7QvX5lnIvJzFO2YzAYmNCzLvd1r8PhmCRumrKOs0kZPPbbDt68sTlV/AoeGHNzdmJIi2oMaVENs9nMioNnmb7+BMsPnmV3RAK7IxJYeSiG7+5uT6UKCCrbQ2R8Wt5Eej+PisuqA/JKz+sEeTGspW0PjgKSFXT3v5I1FL5Fjh4D/H4n1OwC170hmVFXK8vOnKUceMTUii1hzMmGle9I+RVA1XLq3dz5Qdj2o5xuc7c146tyPck46fOC9JnLH6gD2ZHp+bT0wTq5VgI3tbpKb6DwLdIzy5wj2XTDvyq/ISa1OsP4lfDDYEiOgq0/Smnx5TIa5XOy7jPJsKrSQrJP6/UveJuxi2ByGwlSTu0jgY/8JZ8L/2cN1IG8767UYJ1/qPTyS4wsfF30XvhxiDULxpKtZHSR0mJHCtSZzRKwitwuA1Dy9zrML6ybBH8twa/wLZJV6uIpQzMqUoPrYImflG42HiKf54sJrAuD3pHT8adkAmz+SZjdHpdgHcDaT6z32/ojPBcuWUeOLiXWOpX42Aro8rBMBzUaIe6kZHpeyDMQhnwiAc/AuhJ43/GL3H7M3GvjAJYjS0+Q367lWNnR4LqCE9BBet3ZkcFsNpsvfjOx/EAMr8/dx/nUTOJTrSUY1zevwkejWtm1t9yWE+d59d997I6QP0zrmv5Mub0NVXzdGfTpag5EJfFE/wYFeme9/d9+vl4l/RM61A7gnRHNqVNEI21bM5vN3PHdRtYeOYeLk4FtL/bHx73wRv4NX6xlZ255Ta1AT767u12F9sZSFS8mKZ1T51J5YtZOTub2hFv+ZC9qV2CJWXRiOp3fXiqB5wZB/HBP+wrrnZaYnsVDv27PC8Q/OaABD/auZ7P1WX4ghnt+2AxAv8YhfHt3EQ1LK8Ch6CQm/bqdg9GyYd+2ViVeHda0XMpFzWYzY3/cwrIDMYT4urHxefs0GP5v9xke+GUbAHMnddNS2ArwxfIjvL9Qph7WCfJi4aM9ii1nzu9EbAq/bjrFD+tOkJltonl1P/55sGuFH2Qoq9jkDF76Zw//7Y6iU50AfhtfsTthrV9bRFxqFi8PbcI9Xe1cGpl6Ht674DEMTjBuGVRrZd/HrghmswRPNnwh50dMLfeJb4Ws/giWviqngxrBuOWFS5XtZd1kWPSCNO0et7Rsy4o/BV/3hLTzULcv3Daz6Gmx9jb7Psk66voo9H+1fB5zxwxp1J+RABgkI6l6G8nYOjRfAlYhTaQf2A1ToPXt5bNetrZ+Cix8DpoMh1E/Wi+POwlfdZPAv081adyelSY7t92ftGs2SqmZzbD1Bzi8SKb+5u+haDBKNqCbj5QqVwqT909oe+ttkmNgSifJxr3w+VeUtZ/KgYeqLWHCqrIvLztTnmNR/SWfOFR0Q35HtOhFa8AOoMdTkiH59/2SMRfaSYJwydHS38/tgpjBwflSCmzKurI/r1eLeU/A5m+h9R1wwxfl85imHDi2XFoYrP1E+nSO/B6ajbDbQ17SYa3F+6M5FpuSF6jr1ziEWRM7M+X2tnYfAtEuLIC/HujCXZ0lo2T7qXiu+3gV3d9bzoGoJDxdnQo1Wx7Rxhrp3HT8fN6OoL3FpWax9oiUUNzfq16RgTqAb+9qx8N96lHF152T51Lp99EqnvtzN5HxaeWynspx/LjuBAM/WUWHN5cy8qv1eYE6gLE/bubjxYfysjtAJpb+vvk0Xyw/Uqh3kdlsZtmBaDYdP1/m9QqPS2X8T1sxmaGanzvfj6m4QB2Ar7sLP4xpT++G0hfmg0WH6PvhStKzci5yz9Lp3SiYr+6QI98xSRXcWDyfBiE+zH+kO88MlKPuW0/GcevUDXnlefY0b/cZluWW3t3Qyn69WK5vXpXQAMlAPn0+9SK3vrIdiUniEo6TlZsHetXlu7vb4epk5NjZFJ6ctbNU6xlW2Yvnr2/M3EndANgdkcDJq+BvOGLKOv7bLdOpx3Wv2HLIw9FJxOVuew2xccuRInkGQP0LSrnMOQXLG68mO36xBuqGfFLxgbq0OFj/uZzuMEGCpOUVqDOZ4OhyOV3WwGx6omTUpZ2XwMGo6RUTqMtMkR5zUL49GFvdCpO2yARczBC9W7IWD80HDBIsqJKbMWnpBZiZIg3MV70v2ZVXglg5yENOpvWymP1SUm4J1D2wHsavgAc32r3H0yXZ9zfMfVR6B54/Cs4e0n+x/2vw9DF45gQ8uhvuXwujfykYqEuMlB6MqefkYEbNztb3WUWy9NM7s9Oa0VgWzq6STdrpAejzIjx5BAJys44/agTTBkpvyLWfynAKR2AyQeYF2yH9XoWm+YIqq96H6cMkUBdQV3pwOrlIMPnCQB1ID0zLFNB/HoCpfeG/p+Dnm+DrHvIaqPJTq6v8Pnuo/B7T6CRTkdveDT5V5TI77xdfUrBudPvQvNNuzka+vrMt7ctxMpqzk5HXbmjGiid7US/Ym8T0bMLjJLB1X/c6BcqykjOyee7PXQXun5ljKpcdpG9XSzZfNT93HutXfLPVIB83Hh/QkPmPdKdtLemJMWPTKYZMXsO2U3EOuTOXn6Ov35UgPSuHjxYd5OU5ezkQJVlT3m7OtA+rxCtDm+Dt5syxsyl8uvQwwyavIT0rhwV7ouj70Qqenr2L9xce5K7vNnI8NoXtp+Qf8t3fb+beH7Yw6uv1eZmbl2vy0iN5y3ju+sYOkSljNBr47NbW3NpBvo+OxaZw45R1JKXbpuH6vzulobajDX8xGg3c36sub93YHIDsHDOuzvYvI/p29fG80/bur9mnYTAgB4auRvGpmTw2cwf9PlpF7w9WsP9MIpOXHuaZP3YxY9Opcgm+lsRgMNC3cQifjm4FwD87Igv1gy1JgxAfOtaWbYKpq0sxFdDBnUmQ7Ys3b2xG38YVmznwXm7GY7/GIaXqC2kTg4rY8dj5m2TdRe+DX0ZJxtSC56Wn05XKbJZpoSC91drdU6GrgykHVn0gAQCvICk7La8yn+i98PONcHQpOLlB+/vKtrx/HpSSQhcvCdQVtQNsbyfXwactpQTWp5pk0pQn72AY8TU8vl8yNuv1h5a3wQMboNczMmDB4CT9wL7qBh82kv5uy96A7T+V77pejpPrJDMNZNIvSMnhzyOlVDSwvgS5HHEogckknzWQLNLbZ8Nje2XKb9dHCvYrLMrqD+HcYfALhaGfwoJnpOQ3IcL+614Sy1ReNz9wtdFnzq+6TEPt8aS0TBj1IwQ1lsEUp9bDirckm29qX2vJbEUxm+Xv8E5N2P2H9XKjEer0sp73zG110+p2yUD0L8XAvC4P5x7IMkjfvk3fwJElEhi1fA6uFmazfD4uDHo6CksZrGcFDeDLi4PYd9/4korMW9TwZ+VTvej9wQoysk18sOhgXqZHeQqr7MXcSd3YFZ6Ak9GAr7szdfOVt2Zk5zDhpy1sOxWPu4uRav4etKrhzwtDmtg9KyguJTNvJ+XBPqUrz6vk5cofEzuzcG80b8zbJz25pqwjxNeNEF93BjWravPeXGV1KDqJAR+vokGIN68MbcqmE+cxYODebmGYTFToxLwryaO/7WDBXsncGNWuBnd1DitQ/jekZTVmbQnn3QUHOBabwp3fbWTziYJHyXaGJ9D7gxWANIE/n2I9slkrsGxH4nNyv4jqBnkx1B49ki6Tj7sLb49oQfuwAB7/fSf7zyTS6/0V/PVA10KTLC/Fwr1RzNt9BiejgXvtXWZ2mRpWkVL5tKwc1h6JpUcD207hzm/N4Vh2nI7HxcnA8id72b1n1/XNq/Lj+pP8tT2CuzqH0SrU366PZ09ms5m9kYlsPxXHphNxnIhN4UBUIlm5PVZPnEtl0KfWI/Azt5zmw0UHuaV9KI/0bVAugdjiDGpelTFdwvhh3Qke/30HTar2KPXnamLPumw8fp7fNp1iSPOqDtH38XIciUkiK8eMwVBOmWwlOHY2mcW5PSPHdivH76UlL1tPV24oG8YJp3PLYw1A7obqmR3S22nUdCkXu5L6+JhMkl1x7rAEpyzBhoqSeh5+HCp9zkB6Rbn7lt/j/3yTdQLsoHcguHHZlmcZ1NHsRusUyvK24h2ZTAuSLVWer2d+vtUkY/PCrE3/WtIH6eB/ELW74HVlff3tLSdLyscB2txlHTZwYjUkhsvpSmFwZKlkEDpSb7PzxyUrKnqPBLRG/yKDGC5FRu7QkuQYmPOQ9XLvYCn3/f1uydoa+T0EFTN8w9bSE+HfR+R085vsl8lapTk8uAESwiUgtv9fCV5hhr8flEBYpVqSfeTsJj0At/4g5c8NB1qXc/aQZJw2GioZfLaw9XvrkI3/npTPl1sRbaaa3wzt7r20v427L9z+OySekUzz+FPW0tqkSHmv1+tb9udgSyaT/I/LTJZs0KQoaHUbHF0m75eEcEiPl+8o7xApA049L5mS5hxY9rpM0U6Okb9lRpIsp3obGSB04bCO8nBml2TEgqxThciXtGTKsR5gs/E20CV/a9YK9OKjUa14dOYOvlxxlPrB3gXKTcuLu4sTHWoXndX39/YI1h45h6erEzPGdaJlOe7wfb3qGFk5ZkJ83RjdvhQR+lwGg4GBzarQuU4gT8/eyfIDZ4lOzCA6MYNd4QlU9nblxtbVK7zpenxqJp8uPcz3a08AcCg6mdu+3Zh3/cdLJBW1kqcLIb7uGA0GGZ7VMJjHBzSsiFV2OCaTmRWHYpi1JTwvUFdc77XK3m7c36sutQI9mTRje4FA3ZLHe/DJksPM3XUm77L8gTooe0N0S7beo/3KaSPjEo1oU4NKnq48OnMH51Iy+XLlUd4e0fyylpVjMvPyP3sBGNAkxGF7pjWtZt3R2Hk63m7BOrPZzJv/7QdgdPua1Khk/xKsjnUCGdqyGv/ujOTxmTv456GuxbYRcDSpmdlsPH6etYdjOXU+la0n4zh3wecRJIDu6+5CWlYO51MycXEyEJ0oE3BjkzP5YvlRFuyJYuGjPSr0+/756xuzNzKBzSfiLulz1bNBEP0ah7BkfzT3Td/CPw92pX7IldeLdcam04BkslX0YInIeCnJrxngSee6FXQEOfagZI6s/0IaqWOGBoNyy/mQHi7vhEoJmXewNOPu+kjBLAZHtONnyQgBaDCg6B268rTyPWugrv190GFc+T12Wrw1UNf8ZmhrgwzDBtfJTrNlal9FyMnNuu/7ErS4ueLWwyInS3aGzSbY+LVM4cwpYgr64A8LD/FwJKYc+GuCDJZw9pCsVIt6/cG3hgTsjiyWH/+a1mElFS0zBb7pKQcgDEbJXr3UQB1AlWawi8J/vwNzIfksHF4o5/97Am75xf6BYrNZglPxp+T17lcOvRn9akhpaLdHpWx7ai8JOk8fJtd7BclBh4XPyfm/JsBd/0jG7Z7ZMhUZs3zn3PRt2dcnIVz6RFqkxcGxlTJsAyS4FH8KVn8gQb0eT13e4/hWtX4/u/nIFGyQAx7t74Nez4KLh3zOLf9X0uLB2R1c3CWAtn+OBMmajrDPe8NslkDqmo8hZm/B64oaqFGSnTMKX3b+qPQBHfCmlAiX10CmhHCYlq9Nx76/4a+JMrm8PA8IWIKEs+62Xtb3Jej+hG0f5nLuNLx1dQ7HJPHF8qM8O3s3NQM8aVeO5bAXYyknHN2+ZrkF6lIzs/lja3heCeyLQ5rgdBklg36eLnx9ZzvSMnPYdyaBR37bQXhcGk/9sYud4fG8MfzyAhG2EJucwfAv1uaVHgP4e7oQ4OnKsdiUAreNS83K668DsCciEV8PF+7oVMvu/Q0d2bqjsTw1axcR+foSju9Rh4f6FF8uDZJx1KSqL3N3yaSt3o2CqRfsw6ejW3Nd0ypEJ6ZTN8g7bziCxbHYlAJZp5ciJimdo2dTMBiwa/ZWWfVuFMyU29tw+7cbmb01nPt71r2s7DoD5GUzLdkfzenzqYQGlFOPoFLacTqez5YeBuSzN7Kd/Q6UTF52hP1nEnE2GphYjpm9/7u+MSsOxHAsNoUPFh7k1Rualdtjg7W8/+jZFBLSsjifksnWk3GkZ+Xg4epEsI8b8alZxKVmcjw2hTMJ6ZxNyijUO9KiQ1gAXetVplFVH+oGeRdbXn08NoV/d0by0eJDHD2bwuO/72Riz7o0rupTIX0iXZ2NPD2wETd/tZ7ZW8MZ1712qQY0GY0GPr+tNZ3eXkp8ahb7o5KuuGBdZraJebkHQfo2Cq7gtYH1x2IBqF/epfkjv5fynl9zM4G8guD+dXB6k+zYBtaVIQQ7ZkB2uhy1z06D+JPyc3QZVG0lvcqCGkqpkSOVwmWmwpJX5HS11tIwvCKlJ8KWaXJ66KfQdkz5Pv6mqfLbp6ptdprB2lPo5DpIOQdeFRBstkzsdHeAA3BRu6XHmWXSsoW7n/WnelvJMqpvn2FONjP/aQm2GJ2lJDJ/sMvNW/osznlIBjeAY02SzsmyltCNXQI1LnPdOj8EIU3h+CrwriIN55POwB9jJSPJ4vgqGdAwYZVMIq1cX74XbSkpCha/DLtmSgDyxm/KP4vUyRnGzJNsyx2/ymuQctYaqAMJTn1TRCbWntkyJbqswZYTa6R3YtWWUK2NBOS2TZc+hM6uUgrrm5stb8opOlB+qXo+DY0GS3/Oc0dg81T5AZkQPPpXyVj7urv8bdx8rFnHIGXL/V8r+3pcaPtPMGdS7hmDBFYTTluv9woC3+oSVAxpBmcPWEs7/WvmTjk1g0eA/I93cpHgY06WlD4fWSK3XfQ/+enzgmRO5t9mPX8cYg/La17FRtvzR5ZC1gWluTtnQP3+0Owm2zxGafR7FX6/0zpBHiRIb5GRLK9ZGTP/LvsT8UT/hhyJSWbh3mju+G4jTw5oyD1da19WgMrWNp+QI3gtapTPP+Z5u87w4j978rKabmhVjeubVS3TMj1cnWhbK4ClT/TklTn7mLHpFD9vOEX/JlXoWUGBk7fm7Sc8Lo1Kni6M6VKb+3vVLVCqdSQmmfSsHGpX9uLEuRTiUrLIMZv5YOFBdkck8Ma8/fy4/gQzxnWiur9HhQ4qKG8mk5mHZmxj/p6ovO/BMV3CGNm2RqkzuMIqexUK6jkZDQXKU/s3Cckrl3JxMpQpIyQiNyjr4mTEy9WxA6xd6gbSvX5lVh+O5d2FB/jitjaXvAyj0cDPYzsybvoWDkYn8fHiQ3x0Syvbr+xl+nt7BI/O3JF3/vnrGxPs487b8/ez7sg5Huxdj4HNLuPIcBFikzP4JDdL9vEBDaju72GT5ZZGFT93nh/cmOf+3M2P60/i7e7M9c2r0riKr117Jp5PyWTsj5vZfyYRN2enYoNvJani607LUD/ahwXg7+lKr4ZBVPYu3T/p2pW9eLhvfdKzcpiy4ihzdkYyZ2ck1f09aBXqz3PXNyqX7Mb82ocF0LVeIGuPnOO+6Vv496FueLldfLPB3cUpr//etpNxDHOgEvqLSc/KYfKyw0QlpuPqZKRPBQfrkjOymbJCJvANal627YpSiT0s5S1VW0i/JsugAVdvmZTn5AJhXa23H/CG/IBkqyTHSNbQ3r9kStuZHfID0t+p+c0SDEo5K7drOwbCutn/eRUl9lDuDpNBmqdXdFZdQrjsOBqM0tPMnrb/ItmQGclS0pQeb83o6/OC7R6nakvZGUyMgO8HwqifoHID2WEuL165pfgp50q+XXlY9UHBQF2V5lIGW6O9fBYcKZhdkqRo+XwD3Pi1ZFBeyCfEGhRpOBgq27fn7SU5vUl+G10guAztnAwGqNtHfkD6Xf5+l3VYCECLWySAlhgBv96SWyoKvJJw+Y9blJl3Qnju87rurYob4OHuBzd8DkM+lvN/jpP/BxeqFCal03EnZeiK2SSfDc8yJv9E7pDfVZpDy9ESqDu8EKbfIEMBjM7SDxKg38vW92hZhTSVg1lHl8HytyAqt29+Vir8NLzgbVMv+C4K62GbdcgvPQHW5pbnNrweBn8k2YDZGTLV1t0XaveUgQmX69xROWAXd0JaYSx7AyK2wfUfSI9Dy1RiixajpX9nWR1dZj3d6UE5ULjtRwnilWewrlormLgGfhgsB2KcPaD9WAl4Ln1VpqoHNYb7lkg25WW67GCd0Wjg41taMeGnraw+HMsb8/bz3+4zvH9zy8vO5LGFjOwc9kbKP8JOdex/BG/BnjNMmrENkxlqVPJgRJsaPNynns12Kt2cnXh7RHMMBvh14ykm/rSVaWPa55XCZGab7N7bKC4lk0dn7mDlIYkWf3FbmyL7EOXPGGlazRqA6l6vMlNXH+Pt+Qc4fT6Nbu8up2aAJ2O6hHF7p5q4OTt2IMgWlh2IyZsq2LKGH1/c3sYuO96WYF1VP3cWPNqjTME6y98wM9tEbHImVfwu/4vG3gwGA4/1b8Dqw7GsPnT24ncoRs1AT4a0qMrBxUmEO9hU5pmbrUfDvru7HX0bh7D9VBxfr5Rs3mdm77JZsG7JvmhMZggL9GRij/Lvl3lrh5qcTcrgo8WH+GL5Ub5YfpQ6QV5M6lOPoS2q4exkJDvHZLMy0UPRSdz6zYa8stX0LBPuLkaCfdxxdjJQo5InTav5sjs8gejEdFqG+hPi60atAC9qVPIgyMeNIB83/DxcynwQ4umBjehcN5Af151k9eGzRMSnERGfhqerE+/fbOMj8aXw8S2tGDZ5LcfOpjB3VyS3lLK9Q6+GQSzcG82aI7F2XkPbemf+AX5YdwKAe7vVJti3Yr/3flp/ErMZAr1cGdLCxsE6U46U5Ti5SJnM/n+lrw3IEfdHdsLGL+V8ZrIEd5qPLH55rl4QUFt+anaSUpCjyyXTYO+f8nvjVwXvc2ItPL6vYvrcWZr3h3Wr+EAdWDMFfGvYrndTUVLOyeCH/P12LLpMgtZ32O6xnFzgzr/gpxslODqlo+zQ9HzK5qVCxbI0kU+t4O+i1PNS9gayg1cpTAIU79SSssmlr8qQg3b3SD8pR5Y/a8xYwq5kUu6AosvNXLMHsxk25GbRtrnLtsNbnN3g1t9kx/3kOgnC1mgLdXrD3xOtgTp7Cu1U8b03wdor74YpchAoeg80GS6BvJgDEshf+JwEWUCCaxcb6FGSuBPw39PW0uO6feX/0G0zpXfgqXXyY+Ffy/bZy85uUg5a/zrY/48EDvfPsQ78uFDPZ6H17aUbbFEaMfvlYFutrjLg5dxh+f674QtrENTZDZoOt83jBdaFW3PLY9d9Ltl1B/+TfnI9nigYqIPiX4dL1fxmGejR8Hq47k3Jptz2o2zDDP6oTIGxS+buB+7+crrTRAnKL3rR2iIkerds91imCF+GMuWaero6M/3eDvy2+TRvztvPtlPxDJ28hoWP9qiQ8rGUjGx+23wasxmcjQZCfO3fcPDLlccwmaFVqD9/TOxstx5DLw1pQkRcGisPneWeHzbRrV5lYpMzORiVxKyJne3aX2vOzsi8QN2odjUuuWeO0WhgQs+6tK1VifcWHmTT8fOcOp/Ka3P38fHiQ9Sq7EnnOoE8MaDhVVciez4lk/cXHuTfnVK+2ry6H38/2NUuWYWxyRnsCo8HoFEVnzL3Wfp8+ZG8097uDtQUuBihucHPxPRsJi89zKS+JZcWF2f1Ydmg33T8PBnZOQ4TTA7O93326Mwd9GwQxEtDm+RdZsu31LIDMYA01q+oCcAP961PoLcrf2+PYF9kIsfOpvDYzJ28Oe8AoQEe7D+TyHd3t6drGQcYvPD3bn7eYE1hf+q6hvRsEES9YO8K+z7qXj+I7vWDSMvM4bk/d/H3jkhmbQ0nLjWTN4Y3L9fAebCPO3d0qskHiw7xzOzdXNe0Cv6eFw8kPD2wEQv3RnMkJpm5uyIrfEhDaaRn5TB7qzRFrxXoyWP9L+87xJY2Hpcj8BN61rHt+3Hl+3LUO/OCKa5GFzBlSeabpcTFYt1nJQfrLuQdbO1R1fMZOPAvnN4sQZOIrRK8y0wu2/O4HGcPSSmaJTOooqe/WliCda523n6O3AaYJeOt59MSqHT1kR0ve/QcCmoI9y6UnkKn1kmp9NLXod3Y8skks0wKvDCbpbylJ0hwzsVLAhMgO7WWoKnZJJlRkduh+ajy6b2UlS6lm8kxsjNZ2qBB/swxv9DibxfcSHZad82SvmWOUFFzbLn8gAR4bM1gkMzkqi2sl7UcLQFCS7aVPeTk9sitbYcsrbJw9YRxy+VzbylFD20vv3fOlN8NBsHgDy7//bH3L5g1puBljQbL7/r9YcJK+b6P3CFToRsNkam29jpIYzRC0xvlp+VoKYG2aDBQykvbjYWQJsUv41KdPSjTpE3Z1suc3ORgSVmzFUujy0MQUEf6tyWGw9zH5HJ3f8nmy06TYR6JZ+D0Bjkw4V/Cd0dJGg+x9iAE+Y538ZLMzDM7yr/Xpyn34MXaz+TA54Wi9xa+7BKUObJkMBi4tUNNFj3Wgyq+7qRm5vDBooNlXewly8w2Mfiz1bw+dx8AXm7O5VJm2TDEO/fxnOzaDNzdxYmv72xLr4ZBpGeZWLI/hh2n40nLyuG7Ncft9rhAgaDneyNbXvbr2i4sgN8ndGbds3146rqGVPF1Jykjmz0RiUxdfZwe7y3nyxVHycjOufjCHFxGdg5/bgtnxJS1zNh0iuSMbNrWqsSv4zra5X25OzyBHu8tzws6VCrFznRJMrNNfL5MMiy616+MdylK3ypa/uDkvN1nSrhlyfJnp3265HCZ1smWHuhVj671AvFwcSIpPZu5u87Q4c2ledc3tFFfsOSMbFbkBucH2zqT5xLd3rEWsyZ2YeP/+vHUdQ3xcXcmNjmD7afiSc8ysfFY2Xa+zGYz/+yIzDv/eH8Z9NKsup9DHDjwcHXio1Gt8koxl+yPYfBnq9lQxud9qW7tUBMXJ/neenPe/lLdp26Qd977Z9KM7SzJLc93ZFtPxpGUkU2wjxtLH+9Z4YH6k+dSWJX7WexS14ZTdU+ug+VvFA7UATxxUMpKQMq58gtuevmP6eQsOy4D34IR30DHiXJ55QbluwOfnQFTe8P83KbiQY0l28MRZOYG61zs3HbAErRycoVWd0jZUIMB9m0O7h8K98yTjDIAzOU3wS+vDLaCM+vccvuHZaXA2zVhSheYPVYuq9cPHskN5JiypCy5PKz5GFa8DVu+k156CREXv8+GL6074p0eKDlrru09gAHO7pfSQHMR2Zzlaf9cyfK0OLZcysDtzWCAsYulBQDIkIGsdNstP3KHtd1A/iCGo3B2LbpnpCVYlZGU2x/tMix7s3CgDmD6cGu5c+X6MOhdGLtQMsave7NsWXyltf0X+LKL9fxN30mm3+APbRuoAwjfUjBQZ3SGYZMLBo3trdH1MHYR+OQenA1pJn0ds3Mrlc4dhs9ayd/ry67WvpFlsf4L+LKzfK+CHBwqb9e/B5UbFsw4HvOffK9DmTMnbRZdqubvwRvDpXHgf2XYUb5c4XGpnDhnbTbY3I6ZZltPxnHndxup89w8ft8iR+EN2H9j093FiWl3t2fWxM68NKQJN7SSD8PfOyTzxB6yc0ysPSIbdqXtvXQx1fw9eLB3PdY924e5k7rxwuDG+Lo7E5OUwbsLDtDu9SWMn76FjxYf4t0FB7j5q3X0+2glz/25K2/HxZHtP5PILV9v4PHfd+a9Jz+5pRW/T+hsl8mWC/ZEMfTzNaRm5uDj5sxT1zXk5aFl2KkCVh06iyl3m+rLOxyofKEEkfnKVp8sw+The7vV5r2R8s/tuzXHCyy3IjWs4sMv93Vi9ysD+PDmlvhekO2YmJ6NyVT2DeHZW8PJzDZRu7IXjao4QGkY4O3mzIO967H+ub68k28qafxl9JXLz2Aw0KO+9ACtGyQ94xyN0Whg2pj2zJ3UjSAfN86lZDL6mw18sPAg8amFp83aQ6C3G0/kfqb+3RVZ6n5+797Ugra1KmE2w4O/buP3LadJSi/b38yesnJMAJjMYHSADJBjZ1MwmaFOkJdts+fz75y2Gwtt7pYsq6Y3SqZT46FF32/gW7Zbh+Tc4G1iBGz8Bn67HT5tBf88JBlY3w2QnXtbiz9tzebr+aw0Qy9Lzx5bsuxolVRWaAsNB0nD8Ljj1lLg8uJXQ7I3oXSBIVuwZJVUdGadV6BMnjQYISNBpjPGHpKg6YA3oFIt+buAZJ6Wh/wTIhNOw/afi79tUhTMvg8WPCvnuz4ivdFKUqmWBEYAVr0nEyjLu3dgVppMxPx5JMy8veB1Ll7yUx5c3GFE7tCB7PSi+7hdLqd8+xa/3Q5rPqn4wGhpWPranVwjZY2X42S+0taAulLabHSRLN7v+sPsceUbqM9Mha0/SIbsPw9Ixqx3Fckub3rjRe9+WUwma6Z4g4Fwz3yYtK1ipi9Xaw1P7IeX4+XgTP4et6s/lPc+yHfgGRtkmlYKK3i+PIKwF6rSXIbH3PyDZDI+HynP23IAbvUHcGrjZS/epqlgneoG4mw0kJVjZtHeKFsu+qIsOw/V/T1Y8ngPvrzj0hvMl8ZnSw9z05frWH04Ni+YUaOSB48PaGCXx7uQ0WigfVgA93arzaejW9O3UTBmM4z6er1dAnbfrjnOTxtOAnB7RxvV1OcyGg00q+7Hfd3rsPH5fjw3qBG+7s4kZWSzaF80ny09zJcrjrL5RBxHYpKZsek09/ywmX93RuZNbHQkMUnp/O+v3QydvIYdp+PxdHViSIuqTL2rHcNbV7fL8JVVh87y6Mzteef/fKALD/auh59n2YKC51JkOlLnOoFXRFYdQPVKHnnZdWV9d9zctgYdageQkW3iw0WHyr5yNuTsZOSmtjXY/EI//nygCzPGdcJokCDx3d9vIqcMAbtD0Um8+Z9kTt3ZqZbDDYHxdnNmdIeafJjbu236+pMcii7bUXFLy4bIeBse5baDZtX9mDupG565w14+X36El/4pW2r9pZjQow71gr1JzzLxZe7Ag4vxdnNm2pj29GwQREa2iaf/2EXzVxbR4IX5ZXqf2kuD3OzU2OQMVjtAr70l+yWgZdPv4OSYghlNB+bCsM+kb9zNP0jgqmYn6TNUrbXcxtldshFsuRFsaciedEay3A7MtQaPds6A0xslC8bWNn0jv2t1hd7PVcx00uJY+uxk2/m7yN1Pyl9BsqoyU+z7ePm5+VpLz8qrBDqvZ50DDJjo84I0G+//mvxc9zZMXAvBjeX6Frk715YG+PYW2rHg+RVvQXgRgcKT6+HrHrB7lpzv+axMQizNNkLnB61Bvc3fSqleQnjZ1rskCeEyVGDl+/DnBPiggWQwHlks1/uFSq+rBoNg9M/lO+ykdndrhvLfE+HYStssN6Sp9CVz85Og65KX4eRa2yzbnkKaSj8/gP+eurxlDHgNejwtpfYPbZZssoc2S+9NgxF2/w6ft5MWDPaWFifT0/99BL7pZb38tpnQ+3n7HRg6OE/aGzi7SwZhrS4SKK9IBoP81OycezCiNgQ3kYB1YO6B8b/vL3uGaaPBMD7f5yimdNUfNufiLsHYun2sfTAtBypA2n5cJpt+Q3m7OecFdObsjLzIrW0rNlkyDPw8XKgX7GOXDCaAo2cLblyMaF2d1U/3pk3NCojkAo/1lyBhckY2j/y2nYNRtk3n9s9XWujv6WK3IJmHqxMTetZl24v9mTamHXd3rsWdnWpxV+davD68GS8PbUJ1fw9yTGYmzdjOB4sO2iSLyBZWHTrLuOlb6P7ucn7ZeIpsk5n+TUJY9FgPPr+tDf2bhNjlcY/HpnDvD5tJzzIR5OPGthf7U99GpZDLD0gGY/VK5TcFtKyMBkNeZkxZp9caDAaev142nmdvC+fZ2bsKffYrmpuzE21qVqJz3UCeHSTTzFYfjuV47OWv5/zdUWRmm+hUJ4AxXcJstKa2N7hF1bzA7MqDZcu29fWQQEhaVg4L9pR/VvilCPF1Z+Gj1n40uyNsPE2uBAaDgYk9pUzu7+0RZOd+1i7Gz8OFaWPaF9iny8w2cSTGsT5PIFnfXXJ7skYnVGzwdsOxc/yyUdoa2CzD9dQG+KC+TMWzKKr0yGCQptfjlsPYJTB+ReGj12VVqwsM/VSCZo2GyM7WLT9LWaqFpeeQreRkWRv8t7vXtsu2Befc/7e2LI8rTrt7pcF6crRkHZWXlLOQdh4wlF+5Uv4yWEc40Fu9rWSldRgvWX8H/oWdv8HxVdZeXmXNBEqKKl2JWZu7Cgfhv+0j2Vl7/4IV78rpH4fIeyW4iewY937u0srXOz8oO+neVSApEn6+yTYlcEWZcSvMmSSl/rt+kz5WfjUlq3HSNnhsjzTFv+03qNPLPutQlJwsmDaoYDbj9GEyeMQWWt8hGU1h3eX8qQ22Wa49RGyVITdf97D2Dzy98fJKkqu3hT7/k4NMlmBYQG0JXt63REox0+JgySs2W/0ibf4WPm4GJ1ZbLzMYYdjnMjXUniw9JJuOsP3/6rIyGOT/vWegvNf/HGcdZJWZXDAr9HJVawWBudOmE8spY7s0kqX/N84eZRrqYfPDCYNzm0jP3xPFunI6Mh2fmslrc+XLr2Wo/cpfAT4e1Yr5j3SnRY3cxzFQodknlmwLbzdnDsckc/1nq226w3ljm+p5Owqv/ruPfh+tZNupOJst/0LOTkb6NArh1Rua8frwZrx2QzPu7FSLe7rWZukTPbmuqQS+vlh+lLE/lsNRkhLsDk9g5JfruGvaJhbviyYj20RYoCfvj2zBN3e2tcu0V4uk9Cwm/LSFbJOZWoGeLHq0BwFetpkel5aZw7qj8tkd1tLxm8JbHD2bTGpmDh4uTnS0wSToVqH+3JZ78OG3zad58JdtZV6mvTSsIr1wagZ4Uqfy5U/jPpYb6Gtc1bfCBkuUhruLEyPbSpDhbHJGmZZ1b9faNKkqr98Dv2zjTIJjlD0XJzTAMy+z8HxKZrlmGQ9tWRUfd2eiEtO5b/oWUjKyL34nwMlo4L5utQtcdrCMGZH24p+blZyWVbG9U+fukgOe/RoH89aNzS9y61JyLmIwydDPir+9wSDBg+DGxd+mLNqOgXv+g9G/SNbB7j+ktxXIDliXh2z3WKnn4bM2kskHUKUc+/iUlnM5ZdaBZFc2GSanyzMTwdJoO6CO/XvzWVgGTJiyyqc/WWls/Bo+agJ/TYClr8nvH4fCH7lB5LJ85mL2w8dN4Z2a8MMQmPcErHxPhqqYLvhec/OV6cMAA96EVrdLgOHAXOkrteItOW3KlkDAfUsuP/DQYpTc36canD0gr4E9XJgtCND3JVn/8C0ymbQiRGyT0kyDUX4s5j1uuyCyqxfESzVU3sAJR7P7D5jaV0quLaWvLl7S/9DWAx+qt4XbfpfX++QaaYNgL2s+leCTmx/cNUfKXu9ZAG3utN9jggyW2JE7kdWWk7xtafHLMgk5OV/VZVAjuOUXG2Yb5u6zODtQkonlQIiTi7zXYw9f1oEYmwfr2odVYkSb6uSYzLyz4ICtF1/IkZhkery3nNPnZQdrQJMqdt15MRoN1A/25kSslA1YGn9XpGbV/fjzgS60rOFHjsnMC3/vKXXWw8W4OTsx7+HuDM0N2hw9m8KIKetYf/Qc4XGp5bqj6O7ixBe3taF7fTlKuvzgWYZ9voaZm0+Ve1nsnJ2R3PDFGracjMNggOuahvD3g11Z9kQvbm4XavcA7tTVxzkUnUxlbzemjWlPJRsF6gA2nThPYrrshHesUw4ThGzk19wslHZhlWxWcvzm8GZ8OroVIMGFlIxsDkYlsSs83qEGoVj66tUL9i5TkM0yBdZWwyrsKS7Vmk1dFu4uTsya2JkalTwwmeG5P3fbYvXsypLxaqvv+dJyc3Ziwv/bO++4qur/jz8vewgCIiqCouDCvffW1DQzs7LSSrO0sr1/7b37tsyyZVa2zZxpuffeiooDERGULXvc3x/ve7ngBu6y3s/Hg8e585zD5XDu+bw+7/fr1ashAMv3nyqXGH0p7u4VaZnkAh77dQd/bk8orYZ1FhJM7dDWmvyoKEajke3x6RxMEuG8Q0SQ9cKrQtvAs8lw+zxJaAP4sr8M6L8aJElmebbxv70kyftg72wwuELHCXD73PMbkleWdVMgw5T6PPwTqGkf65IKYU6BzYi3+A/ZEvPnW2jHNth9c2VZp7Vp27ly/L1ZD/YvtM023b0tvmQ5jm9vJ2kPLHxCKgyrh0Or0dCgt1SGuHmLsHAh38jL4Uyyxf/w6Co5lpa9JhW17zeDb4dLe+jvd4lgmGT6zmsxEkZ8CveslWCIOm3E/2rwW3LOGPW1pb2rsgSEw8CX5Pbmr23jJTbodRjwYvkKo1kTxIT+j7ulJXLz19bf7qWIN1W6NR5SJmgFqWDc8ZP1ttPoKlmueAs+6wlvR4oXqCPP75knYPmbUk035wHACJH9pZr6gW3w9HEY/IZttu3mZRFDXW30vZ5yyPL98tAOaNhbJqDqnUc4tia56VKpZiyWCvWy/nDOQnFheV9BgLZj4Z511t3fItPE/fkmJR1FWAeZGMzPhG+GyLnnncgK+/Fa3YzK3D42Z/sJdh7P4GBSltVa887H3B0nSoUFgHHTN/H8sGjGnzWLb03e+iuGzLwiAnzcGdDMNi2OFaVxLT9+ndSNzq//w+kzBczflci1bepaZd2uLgY+vrktz1zdjOunriUhPZebv5AvnboB3jQI9iXQ14OJvRpa1wT7PLi5ujBjfCcm/7iN+TsT2Xk8g53Hd/H71gRGtQujfUQgkTUrX1l0OcSczOThn7dTYoTBzWvzzNBmpb5X9uD0mXy+WSMJwC8Oj7b677vlqKUkf1nMqXLpqM7KvsRMZqw7ClDaqmcNDAZDaRuz0QjNX1hU+pyHqwv394vificIJTCLkyfSczEajZUSi41GI1mmc2m/Zo6fhLgYJSVGVh6Qi/yIGlU3h/b1dOP5YdHc/d0Wlu8/Rfc3l1K/hg/Vvd3pGBFEkK8H3SJrEOLvHBcBR0yTRTX9PO1e2T25XyPyi0r4eGksMYmXf+Ff08+TP+7tzoYjKdz3w1bScgp58KftfLI0lnduaE2b8ADb7fRlEp+aw67j6QAO2R+j0ch9M7eyYJdl9tnN2hWubp7im9R2DKz7RKq4zG078eth5TvQ4yHo8Yh9U1rN/krVQqD/C1UXBc7mkCk5e8CLtq90qCw+ZSrCV38goqUt8TBdO+TbqSU9K8kSYNDRlIK68xfL8bfyHQm/sAU+NSAjW8INghraZhuXy5bpsmw8RKpKy1aWGI1SEVWVpNyIHhIas/Vby2PegVBUIK2s5nAXM64e0Ho0+Js6KUKawTUfVH77l6LZcKj+iogbP4wSYd6aFVVuHtDjYej+kHzW8Rtgz2xLIiXAoaX2b4U3e1bVaChebbf8Iv5mIL5qbW62znY6TbSI/SdNBv7mIJn9C+XzdrWjF3VanAQGla2qqtsBRs+0+HTaksXPAkYRTfxsMGZPP2ZJGA7raL+Ag+JC+f9J3CG+nFfZyeeyori4id2GueITIGm39b0izR6o9jimLhcXV5kAmfOAWEBkmCo798wWMfdyV2OLfQuu5kmfJjLY+2ObbXuH24QHnHM9+fWaIzaptDIajUxfc4QvVolQ8vSQpni5O0mKGODh5sINHcIBqVp4d9F+8qzYylO7uhffju9ELX/LRURCei6rY08zd8cJRk9bz7KYZJt7yRkMBqbc0o41T/Xjrp4iym48ksoTv++k/3sraPniIj5dHmuTqpO9JzKZ9N0WikuMRNfx59Nb29lVqEvKzGPwByvJyiuipp8ng5tbX0gb06U+wdVk9sneQTGV5evVR0rF0+5RwVZdd8xZPpDe7q4E+rhTUFzClOWxZDpBuuVA06RBzMmsKvmYmVsAt8bZrtXdGuQXlXDa1P7as7F1/t5XNa/Ns0Ol9SghPZe1h1JYuPskL8/by0M/b6fLG0sY981GtjjBZ9OzUTAuBjiaksP8nfb32WseKpMyiRX0dXN1MdAtMph1T/fnoQGNMBjgYPIZRkxZw67j9vPfuxB7EzMpMYpHnD3P62b2J2WVCnWdGgQxok1oaVW71en9BFz9Lgx9H67/Coa+B8GNZQZ4ycuwZ5ZttnshmlwNviHSpvrL2HNDD9LixIvqwOLKrT/NNFCIGli1/bQlyXstt8f8bvvtmcU6ewVM7J0NxfkysDS4iB/a3Acsz/vVsd22zUEijg6ZyMu0CJadJ57bAmYwVE2oA1nn8I+kesvXNPGWmybVpLf9CddNE9G6z//J/aeOiSm/vXD3shzfJ7ZJ+rMtMBigwzi47jN47ED537G4CFKP2Ga7F8Lcer/2Y4hdAo0HwcRVUkXZaaL1tlOzMQx5W7bX7Bro+6z4I7q4SRvugsekIstezL7HItQFNhAh9bbZ9hFVTmyDHTPlfFPW7N9anI6VwJT0OPndbrRjuvaJbXDcZAfVZLAItHMftFgNOAvGEgjvVP6xuh2su41j66VS2dVDku2didot4e5l4pX5mKkF//T+ClWS20xaH9yiNv/sS2JpTDKPD2pis9n/vk1DWPxQLxbtOYmXuyuvzt/H8bRc9iZmlg4orMF36+OYu+MEG49I1VGniCBuNAljzsTjg5pwLCWHv/ac5JNlsczZcYJ+TUO4o1sEEcFVn6mOCqnGggd6si8xi9bh1dl6LJ3U7Hx+2hjPhiOpjJu+iVr+nkzqHUmrsADa17fdDEPdAG+eGRrNdW3D+H3rcXYdz2Dj0VSy8op4+6/9/LwpnrFd6jOmS32riKpHT2czeto6MvOKqO3vxWdj2tvd1+vDJQc5faYAP0833h7VynrtUWUI8ffivr5RvDR3L3lO1Op5IZKz8vhzu/g73dDhPGbpVaRBDV/qVPciPMiHp4Y0pWXd6ri5GBj0wUoOJJ3hz+0nGNvFsalLr8y3DPLOlKk0vlxKSoysPHgKd9PxtD0+g8EtbDhwqiLrj8iAy8UAXm7WmzCZ0LMhA6NrseN4BkajkV3HM0hIz+VERh474tNZtv8Uy0yBFk1q+WHEyOAWdbihfZhdxZ2wQB/u7NGAL1Yd4Zs1Rxjayr5/K3PrcczJLJ7/czdPD2mGdwVCXbzcXXloQGOuiq7NjZ+v40x+EW8s3McPEzo71AN2w2H5fq9qa3VlOZQsokmH+oH8MrGrbTfmVR063VX+sfbj4asBYv7923jY8i3c9J1121EvRPW6kpg3fah4a305QFqkakRCQY4Y3Kcfkwq8p45VfP3u3pAL5KVbecetSJHJY6pOa/uELxhN3+/28rZq2EcEwpzT0hJUFu8gEY5tRWkirIPbYDNPQGGO+FrZOtygdksY/5e0Q8bMl8F9wlbo+Yhtt3s5mM3goUopiZeNl78ldRTgwEJIPQz3rrdfGmz0tdL+lpsKv42TduM6reQ8Z206T5SfsgQ3FqFuyzciFIz+Qdr0bIXRKOnbcWvE3uDB7RBQz3bbOx9mT7yGfaBBr4u+tMIk7YWfbpaglOAmIkD72/FaLKCetM0X5VomAAC2fifibJ8npf3fzTGWHqVs/MKSIh01UEJtzH6pVeXENhG/d5vE/1Y3gXeAddZtbXLTJKXazOEVl11JbrMzVJ8mNfF0cyHmZBbb4tNttRkAGtXyY3K/Rkzo2ZCrTC1rU5cfstr6EzNyeW727lKh7r6+kUwf39Ghg4oL4e7qwpRb2/HRzW3x93LjWGoO09ce5eFftlttGzWqedKjUTB+Xu70blyT69qG8c24jqVm/EmZ+bw0dy/XT13LndM38dfukzb1lIsO9ee5YdH8MqkrO56/iueGRVPd2524lBxenb+PD5dU3Uw2NbuACTM2k5lXRKuw6sy+rzv1ati38uJgUha/bZG4+7dHtaJvE9u1KqaY0pV9POxYKl9JPvjnIAXFJYQHedvEQzLQ14O1T/Xjl4ldaVcvEHdXFwwGA/VN7ZexDjbK33k8nVlbpYL5wf6N6BpZ8XCN79bHccc3mziVJdVqrcPsMDivAuYqLDdXF9xdrXserl/Dl+GtQ7m2TV2eHRbN1DHt+fO+7ix7rA8ty7T570/K4kDSGT5acpB+7y3n7hmb2W3HdNbr2oowvTkuze7Vfq3CqlPfdP6bsS6OMV9tqFRFdXSoP/Mf6IGHmwtrD6Vw65cbHOph988+aQ+zt/gJkFNQxJerDwNSxe4QXFzKe0gdWSEX2vaibjsY+wdUqyVVZlO7iefSm/VEqIPKJ0gGmqxRNn9jnX21BeZgCdcqVlZdLvEbZWnrpEIzNZvADd+KX2L1MoP2Om1g8ibbtKiZKU2ErVp6eJUxh2rYSyCtEQkjp8HgN+X+0lfgwKKLv8cemP3bXNykHdQeBIRLC66Z0/vtK95XC4FH9omImpdhERjMFBfCvnkyOWELOt0lhv41oqTSbfpQOGkjj97iIhEGFz4h97vcY3+hDixiXVlx2Bpkp4gHYtpR8Z0cPVOOL3viVxvuXQsd7xIhuOMEESWNxbBhKrwVAa/VhqndIWbBxddVVGC74y5hiyx7PAxjfrOeUAew4p3y/0ctR1lv3dZm+Vty/gWZkKvApInNxLrgap40D5WEvaQKtspUhbtN5tfzdibyf3/s4q2/Ynh30X7+9/cB/txeuZbc4Gqepa2fTwxuwuODmjq1iOHqYmB461Dm3t+j9LH6Nq768PFw4/XrWvL7Pd24umXt0nTFJTHJTPp+C9d9utYug7DqPu7c2aMByx/rU/qYp1vVDvOMnELGfLmB2OQz1Pb34ovbOjhkMPXGwhgKikpoXKsaA6Jt65VoNoJfsCuRjBzHt3lejLmmqrrJfaNsJqCfb71xKVIFY+2224oyf5e0QQ5qXouHBzau1GcQXK384NAZJyLKMqJNXdxcDBQUlTBjXdyl32AFGgT7Mmdyd54d2oy29QJ4dmgz3r+xNZ0aBFFYbGTx3iRGTl1LUqZ9vu+iQixelda0O7gcfD3dWP5YH14a3hyALXFppUnCFaV+DV9eNq1n7aGU0hRUe5ORW8jxNLlYtYW9wKWYve0E246lU93bncn9rDywqAjd7i9/P3aJfbdfrwvcvUISHYvyxHOppMx3kHslOwTMKXmnbB98VmkyTdeofnY6/szCp0/FJ3gqTaMB0pJY31Q56uYlwQW+Nv4e9a0pyzMOFut8g0WMLcqFvX/ab7ttx4ipu7FEfNLeCIePO0i4x7I3RFyxJ4eWyjL6Wgi0Y2fCjTMgJFpuBzawn7+YGXcvaH2L3N72vYSBFOaJh9UrwfDzreLdaCuaDYO7l4uoU5QnQSO2+Nsvfsbkm2eAgS87xk8t/wzsNFV0Nbm64u/PSYXYfyzBBSB2Cj/dCu+U8b0cvwiCHfSdHdQQhr4rx/XQ96St/YYyXpXGYvGH++lmeK2OtOz+cQ8seQV+uBHm3C9Vlu82gjfCYMHj0kZrzQIbcwv0mWTrrdNMVL/y98tWrjmK5H0w9yFJ4T623vL46f2yDOsEdywQ8f4ysWntr7mV5JV5e8nOt88XQfv6gaVpoTM3HGPq8kN8siyWD5cc5MGftrP1WMUrENxdXejaUC5mXJ18EFuW1GyZuXNzMfDYIDu0VCCf/6e3tmf+Az2Ycks7BjUXUWl7fDr3/rCVjFz7CD/+3u74mNqyyg5qK4rRaGTCjE3sTcwkuJoH30/oTC0HmMzHJmeVJnW+e0Pr0nZFWzEwuhYhfp7kFBRXehBuD0pKjGSZzi197ZzMbK5Cq2+FgIOqsC9RKvu6NKz8gGtoqzrMnNCZmn4i2j3883anFmnr1fDhcdM57ZV5e9l7wj4JZwaDgQk9G/LHvd2Z0LMhI9uF8fPdXZgxXvw4CopK6Pz6EibP3Mr6w7b1RvJwc6GBydrAXgJhWQwGA7d3i6B7lBx35sCPyjC6Uz0mmEKhlsU4ZjA9beUhSozQKKSaQ4JEzOL/yHZ1aVrb3+7bL6XTXfBiBvR6XO4bHWCF4F9HLmavm3ZuRURlB/a1RBAmPd7+wsTlcsQUtFDDeiFJF8XsIxS3zj7bM7PhM9j5s9y+6lX7/L7mgdHJnXByt3UHoxXBwxe6Pyi313xgv+0aDNJmbE6Zzc+ElIMS7rHiTVhuoyTOC1HdZFmSXomW9opSmAdZJ+HUfqkWNosGV79r3xAdM40HiYfa6QMikrxWC3693fJ8lo19aD39RLgFSN5j3WrTrCSxUNjwmdwf9ZUc7474nPfNgYIsEbQa9K7Ye1MPw6dd4Pvr4auBIvzFLIBPu0LMPHmNpz+0v0MsHJyJ5iPg3g1w59/w8B6IHiGPF+ZIJeWOmbDqXTi4SMStH0dLhamxWNqWp3aDj9tZJ6k5Nx2OrJTbtqji7DgBnoyDa6fIfVsIgpdLXgbMf0wqGbd8I2L1j6MtFYuZpv/rno+AZ8V0CZuO+G/qWA9PNxdOZOTx1Wr7GHkaDAY+H9ueZ4c24+5eDbmzRwPu6BZR+vyXqw5Xar2uJk+DrEr4QTmK7Hy5yHZ1MRCbfMamrahnYzAYGNqqDp+P7cBTQ5piMMDfe5Po8voSJn63me3x6RTbOIiixPT7mv3MKsOy/clsOioC74zxnask/FWG+NQcXpq7hwHvy8mue1QNWoUF2Hy7BoOBQB/xOXjklx02315lMbet+Xi44u9lP5+p4hIjaSYxK9DHMf5WAHtOZLAmVr5QzZMUlaVbVDArHu9DVEg1cguL+aKS50p7cXevhgxqXouiEiNP/L7Drue3shgMBno1rsmwMq2T83YmMnraeiKemk/EU/MZPW0dc3acsPo+hgVKS1WunSvrytKrkVSsrDxYtQv+IS2lmmjh7kS7TeqY2RKXypRlYp1xV0/7J0Vm5xcxZ4d8T4UF2j/Y4hwO/gOrTP5hbW5xzD64ukHaEYufVc9H4aFdMO4S7TwXIiRa2i/zM2DHj1bbTatRVCA+WiDVRvYgwtR9EbcGSuzUfm40wo6f5Hbvp871TbQV5vCKo6vgs+4ykHcUbW+VZeJO2Py1CAGHl9s+8MDNQ/zRnoqHyZslFbT/8/Lc2o+sMzi/XBpdJcvjm21b7Throohh7zWBKZ1gxrUW38LC7PJVU/aiRqQEfFS/QNvkNR/ZdvsFOfDXU3K700Tr+azlpMK0Ppa2xJ6PQovrrbPuymD+23pVF4uHghxpNb4clr9pSU1O3AFv1JXqtMJsqNEIJq2Bp+Phmg9ts+9VJaSpTMZUD4NR30jYzLiF0q7b5T5JQo4aKIEMIK3ZI6ZafB1TD0Pc2qrvhznpG2yXMO0dIGI8iPBsz/NYWeY9Apu+ENHTXMmZmyYTUyUlljbwA39VeNU2FesGt6hdWv3w/fo48u1kVu/j4caEng35v6ub8dywaF4c3rw06CDIt3JGi8F+8r6pKw6xLMaBym0FiDa1IecXlXDHN5tKK3DszaTekfwysWupCLBoTxIjpqyhz7vLWBaTbJPUVlcXAyPbycxdfGrl+/D3n5Sqst6Na5Z+nvbAaDQyZVksPd9exjdrjpY+bs9QkzFd5MRy5HQ2/+xNstt2K8Ix09+2ff1AuyYzuxgobY0/ctpOSXpnsTshgxFT1lBcYqRjRCBRIX5VXqePhxv3m1rwvl171O7tlRXBYDDwyogWeLi5sDshk7gUG/ltXCavjmjBuze0Zvq4jtzcKZyy2TPrD6fywI/bGPLhKr5YeZjkKlbC7U7I4IbP1rLqoFyUtLaDgH8hejcRsW794ZQqHS/t6wcRXM2DwmIji3bbN4X6O1MrdacGQdzY0b6+M1l5hYz5akNpsm6XhkF23f45pByCX++QC85Wo6Hd7Zd8i004sc1S7dPzMUk0DKhX+bY1VzdoeYPcTnTCCShjsbQoggwG7UHt1lIdkpcOx+xUXRczX/wIPfzEAP/MKZh1N7wTZZ3B4YVoPFiqYMyVmntm225blyKgvninGYth3sPwZriISF/0FcHD1nj5Q3AjMdzv+ajsT3GBCIb2wj9UvAoxwjIbtUjmZ8GuMn543oEW70qAX26T4+7TbrD0NUu1ZdZJ8cKac7+0Cn47XMJ24jfJcye2S3tbSRWuj7o/KOmQk1ZL62J4F3m8x8O2DwTYN8dSTWdN/7DNX0HWCQmRuf4r6Pec9dZdGZoOk2CLE9vg6Br4oCW81xTWTYHCXHlN/nnGxeunWip/y+LqCS1GSZJt7RY23XWr4uIiYlz9btB0KAx+HYb9T/zjHt0vicR3LRdPUbM1gsFFAkmqijnYxzcEQttVfX0Xwly5eSpGqlXLtp/ag7wM2DdXbo/+EW7+UQR5gHkPweuhUskIlfJutHkEzpgu9fHzciM5K98hYlFGTiHP/LGLLXFpuLoYuLtn5crtJ/WKpEvDIIpLjIybvonZ2xJsXhlWVYJ8PegUIRf+NXw9aFjTce16HSOCWPhgT768rQNDW8osTnxqLuOmbyLqmYXEJlv/2OjduGaV13HAFB7Qoq79hLo/tyfQ9Y2lvLNI+turebrxxsiWrH+6P9e2sV+59diuEfQ3tZauqmLVjK1oXEsEqs1H0+xajWMwGGgbLoPGXXYMFSjLO4v2U1hspEktPz65xXpfgsNahQKQlV9ESradTLArSYifF5E1pdrVXGXpKAJ8PBjVPow+TUJ4Y2Qr1j3dnw9uasNTQ5pyR7cIPEyBS68t2EfXN5eWhsVUhhfm7Cmt+O3SMIgWZYIv7E2TWn6EVvcir7Ck3MRCZTBPRnyx6rBNJnEuRMxJOc+PK1OFby8+W3GIbcfS8fNy48PRbayaYl8hCvOkbePLAdI6FN4Zhn/smPYlkNRKM90mWyex0dwKaY/Wu4riiMpgVzcI6yi3D9nJm/DIClk2vVoGN590kIFx9ilY+a7ttutZDSL7Wyo1HWlpYzCIr9RVr8l9s0ibmwanqx6IViFKiiHHZNngZ6UKq8tlwIuAAbZMt7TKWYuCbJj7oHy2fnXg+TR48qgkkoZ3trwuP1NaQVe+Le2NBxZJG9uyV6VF8OAiOWbnPiBJ2e81gWm94etB0iY55wH4dRzMGCHeX0fXiM/Z+USg8+HmDYuelcANF3dJyrQ1IdEWn8qfx8q5PzcN9v8lCaeVqbI9vEKq0UDa/FqOcuz/GEC1mhBpqhT7bZxUVOachkX/J36Nn/UQ78Zlr1vOvye2W6oOwzqWnxzq/7y09ZpbuP8N+ARJInH8BviiH5wwfe9e86H4a86+F96PFlH7/Wj4sLW0As99SD6rS5G0W5YlNu5KbDUaInrKbWOJtPPak8QdUGyq5Gw0UJaRZfz0inKlirHd7dD9oQqv3uYpCV7urnSLrMGiPUl8vfoIH93c1tabLKWwuIRRn63lYLJUR41qF1bpBM9AXw++Hd+Jbm8sJSW7gId+3s4H/xzgjZGtKpW+aA9SswvYeFRm6Z4Y3MSulUfnw93VhQHRtRgQXYsXs/J5d9F+ft4cD8CA91fSIyqY0AAvouv40zIsgBZ1/fF0q9w+b4lLZdL3kkATXoVwDbNIZW71sjVvLNzH5yuk/dDTzYU7ezTgtq4RDksHbB0ewJKYZJIyHdAqcBmEBsjnkltYzLpDpxncwn4XmxEmv7CqVG5Wlh3x6aw4cAqDAT65pa1VfRR/3hRfevv9xQd47boWDj93XIx+TWuyLzGTg0nO5a1Yy9+LEW0t4vqD/Rsxf1ciX6w6TFxKDo/9uoPhrUPxqEQAzsEyCcRvX9/aKvtbWQwGAw8OaMSTv0ugU6OQygfgTOwVyQ8bjnEw+QzzdyXabXIiIV1m2e1tc3Do1JnS9tsnBjWx62RMOQ6vgBlnVVgM+8D2FR4Xo2wQhKeVBMymw6Ra7+AiSair294667UGZrHCO9CSGGprjEbxLQOpvLAH5uqKnT+fW71SaOPv0rKVY47yrDPj4iIidGEOLHtNhJp+z1h8BO1F2lEoOCNVQ/W62HfbkX2h1Y1yHBxcLJV+1uDwCpj/iEWYHfK2tDQmbJEUxvgN8nj/F+Tznj5U7u/6DfbOltsh0eL15VdLvKZi/5aquswE+ayK88Vz7vSBMttdZrkd3gXG/yX+cye2i0Do6i7Cn6cf1G4lIRtzH5TP3ycYrv9C/NVsTZ1W8MB2qejMTbWkmppFY68AEQ0HvHTxSRKjUVoOiwvgz8kiyDQZWikxwma0vFHE0zNnTeZmHpcfgBVvSQJ5xzvh6Gp5LLI/jPld0jtXvSepxU2G2Hff7YmHj1Q7F5iuLQ8sksrSC5G8V8TpR2POL8om7YHFz1kmgVqPtq14W70ujJkF34+U1ls3O4+Za7cUATwnRYT8sbPlXHPbn9J+XbMJBEaAS+XGUnaJNL2/XyMW7Uli3s4TvHBNNDXOSh60BXEp2Tzx285Soe7tUa0Y2bZqF8Kebq4sebQ3366NY/raIxxNyeG2rzfw7NBoxnSpj6uLg2cRypCVV0i7V/4uvd/EkYbV56GmnydvjWpFv2YhfLI0ll0JGayOLd9nfiEfMn9vN1qHBeDmaqC2vzcDo2vRrI4fp88UcDApi7k7T/DjRhEcavt78ezQZpXax3WHUjh9pgAXA3Zpgf1y1eFSoe76dmG8dG1zqnk6NnXY3D7+156TfL36CDd2DHf4PpXlk6VyMdY81J9eVqikrAhmT0R7+4UZjcbSqsshLWrTqFbV21/LMmurpeLr963HqRfkw4MD7NSWVQnMIp2LE51/z0egrwdjutSnQ0Qggz8QH4+WLy5iaMs6PDig0WUFlaw/nMKKA6fINHmnBvi4E+DrOM9EMzd2COebNUeJOZnFAz9tY979PWhYs+LCV3Ufd27qGM60lYf5ctURu4lX5qRye4rSh06dof97UmUUHuTN6E4Vb42wGttnlr/vW9P+KYlnE97ZMjv+UWu4bQ4ENbj4ey5FrWgxGj+8TBIwx/xW9f20Ftt/kGWbWyt9QV9hTsVIlaGbNzQaZJ9ttrhehMkdZx1zoe3KpxjagqteEcEmcTvsmSWtmANekgpDR1FgstHoMF5aIO3Nnlmy9Kpuv+OuLDVN4XfWav9d9rqILyCtd72fkHbjKZ3Fr7IsyftEoDNjFuoA7lomya1m+j4ty1P7pUK3qEDEttmTLK9x9xVPM5BKuZk3iQiJSRg2uJ4/sCeiJ4z8wnrecZeDl7/4au1fIP5kIB56OSnSFr/2I6kE6n+BVtbiQkkVNqf6gnzeQ99zzHF0IZpdA2uaS/WkmdqtRBjOSoQDi0WgyjWFT2aaPM5rRYu41P95qYYqyrNf8I8jCG0LTxyCV03V5+YQDRd3CQFq0FNE2eJCWPOhPH/mpNgnhHeRz8osxuWkSjBHVqK007YabWkJtSV/PWnxyDMHqNiLpL2WCuWELfK5NB4kqctWwOZtsAAt6lYnuo4/JUZ4bcE+m2/vRHout3yxgQ1H5OT/4jXR3NghHDcrJGgG+Hjw4IBGrH6yH0Nb1aGw2MgLc/Zw1f9WsMTBbVhmUs7kM2qqxX/kzZEtaR3muDapizGoeW3mTO7OXw/15PXrWlLN0w1vd1cCfdzJKSjmZGbeOT8Hks7w65bj/Lgxnv/9c4CrP1pFg6cX0PG1f7jlyw2lQl14kDdTbm1b6bTO7zeIj1HPRjXxs2F4wc7j6dz+9UZenS//G9e0DuWVEY4X6gC6RdaguUmofHneXrq9scRpWmLTsguYv0vSdV6/riU+Hvb7vEpKjCzaI75a9hYJv15zlNWxp3F1MTC5r/VFtBeHN6dno2Da1gsA4Let8eQWOK933TpT6mqPqKoFbNiLJrX8eGVEC/y83MgvKmHWtgQGvr+S42k5FBSd236SlVfIz5uOccNnaxk9bT1Tl0sllp+nGz/d3cWuwSoXwmAwMPu+7nSMCCSnoJinft9V6TCNCT0aYDBIe/m8nZUPB6oI3iaRzp4ejW//JZVjQb4ePD+suc0Tvi/KoNek7WXQ61LFln0KfrzJMdVHWUnweS/4/U7LY+nHyg+kq4I55Tb2bzh14OKvtRcFOVINBPatbjIHPdTvKpUV9sDNA0Z8arkfEg0jPoM7F0sVky3x8BWTdbMP47pPxN/ol9tsG3JwMYryyi/tjVeALLOTJezB3nibPDrNA92qYq6aAwnQOLpaPDjPFuqu/0pE++Q9FpN9kJbZ0TPLC3VlqdlEJjL8akGbm2HCUuh0t7TYPrIXOpjOW9VqmTyqjOLhBiLUBUWW8c0zQO8npfrGnkKdmWuniEgf3ARu+VU89J46JoIbSGLohXwkY/8pL9TVbCqVhI74PS6Gh4+EElWrXeYxX/nOG/U11DV1+6UdlWWW6ZrDv8xEYWB9i6j8b8bNE7pOttwPipTjusskSVMPbSuVqCd3Wl7zzRB4OVBEvimdJZzqu+tEqKsRBQ9sg+umyrptTdkkWHP6uz04vAKmX225H9yk4unDl8Buo9uXrm3OTZ+vY9bWBK5pFUpfkxeWtSkuMTJ++iYS0nOJqOHD/25qQ9t61p8h9vV04+PRbYmsWY2py2M5dCqbCTM282D/RkzqHemwtrE1sae59Uv5sgoxVa/1bWKbz9paGAwGmtb2p2ltf65vXxcXgwEDEHvqDEXF5w4WkjLz2ByXxqLdJzlcxtzfxSAG+dGh/lwVXYs7ukVUSaCNScwE4GYbVDwUlxj5fctx/tmXxN/7kkrHRCPb1eWdUa2dpkrTYDDw/Z2dmbnxGL9vOc7h09nc8/1W1j7dz+Eiwf/9sYvCYiMNa/rSys5i9O9bjxOXkkM1Tze7/3+Zvc6eGtzUJhWfLepW57s7OxOfmsOgD1YSn5rLwz9v57OxTtQyVoZ8k8B1soqhDfbCYDAwtkt9bmgfxo74dG6atp6C4hJ6vLUMTzcXWocH4O5qwM3FhQNJWaXBA2a6Rdbgpo7hXBVdG28P55nB9nJ35X83taHvu8vZeDSVNxbG8H9XV7yqOcTfi1s71+P79ceYPHMb9YJ8bJ6A7ePhRlpOIVvi0qxeqXo+PvjnAIv2yOTe1Fvb0bmhg600fIPFfB/EaB3EgyVhC+z8RVqiLsdQO/UwJMdAVP/KX5yv+cASABHaThL9GvaGzvdUbn1nU7+bpV1lWm8Yv0jawhxJzHwREzz8oH53+2wzP0uSSAE62imRFUSMNbcdGlzgrqX2a/sFGbwP/0gqHhY8Lh5We/+EjAS482/reCNWhAa9YMNnsO17aZuKHgG+djwfdLhT2oNj5sGCx2DCEvtWRpkDP+LWiWhdVdG4bMLqZ92lNdPgIlWLDXrB3jnQdgzELjGFLBgs7Z9uXiLsVKQVNay9/ICc/7Z9L7ebXyd/V79QEfGyEmXywz9UKpDyMmW73gFV+32rgk8Q3PpL+cdc3aHjBDkHb50Bf0wUQbLaWZPSZk/Rhn0kACiih+M96i6EdwBc+wn8dIt8/oNeszwX0lwqfdOlOKO0ss4/1O676RQMek3+/sc3i/ea53k6JNrdBktflWCajHg5josLpFL7hzLpv82ukdZPe2E+lwD88wL0edriU2srCrJhtunaJLKfBHi0GHVhsb+S2E2s6xgRxO3dIvhmzVG+XXfUZmLdsphkYk5mUd3bnR/u6kLdANtdBLi4GHhkYGPGdqnPy/P2MnfHCT745yC7EzL58vYONtvu2WTmFTJvRyLL9yezuExq59Qx7Whf38HJchWkrEdd0wu07raoW53+zWrx5OCmrI09za9bjtOvaQgDo2tZTSTNLyrm0CkRAiMrGcxRUFTClrg05u48QXA1T+oF+bDreDqZeUX8sS2h3Gv7NKnJ5L5RdIhwvr9XoK8H9/WN4uZO9ejy+hLO5BfR5qXFbHl2IIGVTFeuChm5hdw9Y3Np5ewb17XEYMeLhKOns3lzoVTF3N2rIb52roBMM4U+zN6ewB3dI2xWkRMe5MM9vSN57+8D/LXnJI//uoN3bnCsP9rZ5BUWl1ajzd1xgjt7VLFNzo54ubvSuWENpo1tz5t/xXD4VDb5RSVsPHJuO5Cvhyt9mobQoIYvDw9s7DRi/tmEBfrw+nUtefy3nUxbeZhR7cNKQ2AqwtNDmvH9egkBmL8z0eZiXZeGNfh963EW7D5ps3bUouIS/tmXxCvz9pV65PVsFOx4oe5sajSEk7vk9pf9Zbn7dzHWvlRLx483ywW7b03o96xUMJ3v3JybJuECJUXQfKQMpkpKYNMXsN5UdXXjDIi+1lq/lQWDQapq5jwAGcfEq2/sH1I14CjMFSqtb5IBtD3YPlPM9WtESVKqPcg/I61zKQdFQOl8j32FurK0GCkDq7g18PNtkLBZjr2u99lXdDAP7nb/Jj5ry16XKkN7tdy5uEgl1cG/JTXzuxFw9XtQ0wpJkJdD/e4yoE87Ct9eI8J5u9sq//9o9qkDOb/UaimVPWZPxoZ9JLnxuxFyP7C+bNsrQDzKquIZF7dWvOxCmlu2Fxwlx9PZ4o+Xc1kTncPAV6QqMfWwVA2N/AJC21iezzVdp9RsKi2Szk6jgfB4rFQ5lhWjzX+nYlNAXZHJn9vF8R0LDiOowcUtJ3o9Dj0ekc8xK0mqEYvyRQzNSTFVkhqs1gJ62fR6XCYdUmJlImrz1xA1AG79zXbn9BPbxccS4KbvpWrTBth1lDm2S32mrz3K8v2n+GPbca5ra/1EFXPr4o0dwmwq1JWlpp8nH41uQ+cGQTw7ezf/7Evitq838tHoNgT42E7MSDmTz0+b4vlmzRFOn7GkNg5rVYcxXepfcUJdZegWFUw3G7S/ebq5UjfAm4T0XG7/eiNTx7SndXhAudcYjUbWH07l8OkzbDicSmp2AYXFJRSVGMnOL+LQqTMUnqcysCw3tA9jXPcGdvHEqypBvh7876Y23DdzKyVGePy3HXx5e0e77sPSmCSe/WM3J0zVRj2i7DvYzcor5LavN5KSXUDT2n6Md4A41C2qBrO2JrDnRCap2QVWDZc4m5s6hbPjeDr/7Evm1y3Hub9fo0qH9Fib1OwCrp9qadGY1NsOxsw24KrmtRkYXYv8ohLWHjpNWnYhx1JzyMgtZOuxNPy93PlgdBuC7eD1ag1u6BDOt+uOsjshk5iTWZUS63w93ZhySzvum7mVr9ccYVirUFrasHrW31suhWw1RM/KK2TcN5vYHCe+OG4uBib1juSePk7ogTPgRfGbKUvOaZhxrbSVXcwEPsPkd5l9SozTC3Ohi2nW2WgU0+mifGlxTTsijy96VrZpLBHPGZAWssY2NPOO7Av3rJbf8/gm+GqQiDQ9Hrb/IDrrJOw0taPaa3Cz4XNY+ITcbne7/arJdvwofnGe1eHuZY73gHLzlGqIng/Dkpdh8TMiYrYdA42uEtNye4iJ13wog+Ndv8n/xY83w73r7Ffh5ldbWpN/nyBVRt8MlipDe/x9XFyg00RY9LQIpgmbZZA96HX5n6wojQfJALr9HeIDWCPq3OP70FIR7MDS/tjqRgirYpGFWShM3gN7ZsttR7VXVxXvALj5ZxFQTx8QcfPBnXJ+zDgu1aggQQSD3rB/RWpl8DrPNYRZgDy2Dla+AwHhco5yxsRwZ8J8bvKrZbEvmLxZ0mQjejkmnCo/s7xYD9Ku/ePNklBc2fAeo1F8+IwliP+kQboRDAapRDXz42hoNlzOm3XaWHXizWCsrLFMJXlv8X4+XhpLiJ8nG58ZYNV1x6fm0OudZRiNsOyxPjQIto3CeTHeXbSfT5bJwdImPIBfJ3W1euVLSYmRdxbvZ9rKwxSXyJ8vLNCbYa1CaV8/kAHNQuxaafRvZeryQ7z1lyWRrpa/JwYMFJUYaVrbj8LiktLqrgvh7+VG+/qBpGYXkJlXRPv6gTQI9uVAUhatwwIcIvZUlW/WHOGluXsBuKtnAx4Z2MTm7XhFxSX8tCmeZ2dLDHigjzv39Y3i+nZhdq3u2xKXyvUmP0gPVxfGdY/g3r5RVPe2zyxcRk4hN01bR8zJLPo3DeGrO+wjll736Rq2HUsH4LdJXZ2iAvTzFYd4w1ThOG1se65qXvsS71Dsxavz9vLl6iOEBXoz/4Gelfr/MBqN3PP9Vv7acxIfD1cm94vi3j5Rl35jBcnMK6TVi4sB6x5HuxMySMzIIyYxk5kbj5GYkYenmwt3dI9gQo+G1PRzYvF11XtwZJUM2Aa+Ap90EE+t4R9LFczfz0t64bWfyEz6stdFoEuPt3j+mGk2XASRnT/LgKgsZdPnzHSaKAJfVcMkLoe8TBEoDi6S+5H9pMrOnpzcBZ/1EHP6/0uwT1XXBy1lMNp2LAx9334Dq+Nb4Mt+kqz4wHYZGDsDhXkw/1GpbjvbO86nhvhX1WwiZvMxC2RAGtZRWkitKVJkJcGUTmLwf8svIjzZk6NrJAEy9ZC0uE1adX6Bw9oc3ywJiiVFlsfcfeDp47YRLJP2wldXWc49DfvAqG+qPrjeOwd+OY+x/ZNHHR/YU1myU+Ad00TobX9C3Q7iTWZOUgW4dz2EVC7IzylY+KS0LIP4tKUeEu+2su2yivOTkQCfdhVLiYB65QVXgys8drDiFgPpx6Ri0NxtYKblDXD9lyLkrXpPQm2KLUVTeAVIUq6VJnvsLtal5xTQ5mVJKY15ZbBVvd0+WnKQ9/8+QM9GwXx3Z2errbei7IhPZ8xXG8jKK+KFa6IZ1916F52JGbm8Mm8vC3aJuX1USDUGNa/FXT0b2rSK77/K7oQMXp6397ytaQCuLgbahgcQGuBNt8gaVPNyw83FBU93F6JqViMs0PtfJ5wajUZumra+9DMJ8fPkju4R3NQh3CZJz0ajkTu/3czSGDEPbVm3OjPGd3JIC67RaOS79XF8tORgaTWrwQDXta3LmbwiOjeswbhuETZLJh0/fRNLY5IJrubJb5O6EmGnCYm1h05zyxfihdmhfiC/3dPNLtu9GOaJkdu71uelay/DT0uxGxm5hfR/bzmnzxQQFVKNP+/rXql28fScAoZ+tLq0bfTzse0ZZGVRdsqyWN5ZtJ/gap6se7qfVSbX/vf3AT5ccrDcYyF+nnx9R0da1HXOsKeL8vXgc4U2EHPyksLyRuMglUIbppVP4AO5YPaoZjF7f/QAvFem3a7pMEkEtWc6p9EIW7+VSkCAbvdLqmH0cPv47ez+HX4bL+1k92249OurSmEevFYbMMJjsed6UdmaTzrB6f3SVtfqRvtu+1LkpsvfY8ePIuiYkz0vxNjZUqVpLYxGeClAbod1ggl/W2/dl8uZZJjaXQInRv8ITa++9HuqwpoPRfw3EzVAQh5ajBTx3FbkZcKmL6VqbNDr1qmCMRoljXL1B3BoieXxK1msA/h5jNgWtB8nLcpflDnmez4KfZ9xrgTYyrDgcUv6OEgqd9kgHOXKIPOECGuHlsGGqeWfu2MBRFTAE/bYevjldkm9PRs3L5lMMFfWrXpPqrPNBDWEyVusNplj97jJ6t7u+Hu5kZlXxIx1R7m7l/XKrPeflFmSqJDzGCLakdbhAYztUp9Plx/ipbl7WRN7mps61mNg9LlJV8UlRjYcTiEzr4js/CKW7U/mQFIWBgykZBdQ3dsNf293Rraty+6ETGZvTyC/qAQXAzw/LJrbutpOGFDEH+/zMe2ZsiwWHw9XukcF4+XuysYjqWTkFjK8TWil2ryuZAwGAzPGd2LGuqN8uzaOhPRc3v5rPx/8c5BHBjbmjm4RVhXhv99wjKUxyXi6ufDoVY0Z06W+XZNfy2IwGLitawQ3dgjn3UX7+XL1EYxGmLVVPAsW701iS1wq793QxurVhpl5hSzfL4Ll9HEd7SbUAXSLDGbG+E7c9vVGNselcd8PW/no5rZO4Z12NCXH0bugnEV1b3c+uaUdd83YTGzyGSbP3Mpbo1oR4lexlu0AHw/mP9CjdILv0V920OHxQKtOChwxhRTd3CncKkLdP3uTSoW6VmHVCfDx4Lq2oVzdsk45T9Yrijqty4h1BqmiSN4rA9Lg83hbtb4ZWlwvFTMLHhcT6vZ3QPcHxc9u58/SIlstBHo9IV5hHSdA/xfs305lMMi+Hfxb/G7WfiyPL38D7l5he++uPaZKviY2FEXys6Tqx9PPNNNvlFZU32B5bu3HkqKZFgfhnaHrvfI3tzZZSeJXB1KZ5mx4B0DHO+XHaJQKt4wEOX7nPSwhAWVZ8jLEb5RqUk9/adv0u4zJhJRDsPYjqeJpO0Z8Hjd/Uz5lsa6DAp2qhUg1YXay7ROCT+23DHCjBsKAFyweYrbGy19a46yJwSA2AX6h8EmZv5/hCj3vm4kaKGLdvrkw5G2pAjYL2RE9rnyhDsQftaxYl3PxrinFSfEPlR+vAItYZ66W/G2cVJI3HXrpCvZDyyTVFqMklt/yC1QPk++FtyJkwvHkTjnv+9eVwBozzUeKZ68Vr2XsXlkH8PGSg7z39wHa1gvgj3utl3x1w2dr2XQ0jU4NgvhlYlerrbcyLNmXxF0zNlNS5tN9ekhTJvYWcTI5M4/Fe5P4fOUh4lNzK7TuhsG+vDGypfMZUyv/OfKLipm3I5Hpa4+yK0GqJXw9XLm2bV1eGt68yoPfVQdPMe6bTRSVGHl2aDMm9HQuX7L1h1P4eOlBImtWI8DHg6nLYyksNtI6rDpf3N6hwuLExUjOyqPTa/KF8Omt7bi6ZR2rrftyKC4x8tTvO/nVlEY7vHUoE3s3pHmoYyqFlu9P5o5vNuHmYmDvy4PxcLsCPFP+Y5T9HvT3cmNkuzB6NQ6mT+OQCk0ynUjPpcdbSykxwjfjOlotgbm4xMiA91dw5HQ2U25px9BWVfufKigqYcSUNexNzGRc9wheuKa5VfbT4eSmie+LwQWuelXM378fWb6iLihS2tiunVLecLwwT7xeLjbwNxodnyRYlA+bvoJT+6TVMee0VI30f/7S760K7zaRmfs7/668p87FKMqXoJCz23jqdoC7lpRvAStLn6cl5bEyVY4lxTLY9Q2W7R9eJt5BR1ZJVZ2jqsaqQnIMzH1ABnoevtI2eza+IVIdebEqrcJc+LA1nEm68Gu6PwgDX77w87bEaIR3ouT4n7Tm8lKgK8u2H+DPe6FWC5i02vHnAGuy4AnY+LkIn4/uL+9tdaWRcRz+1xwwyHH593OW58YvhnqO62SzGgU58Ga4pRW7RhTcv8Wx+6RUjeQYOY8F1Jdgo2Sxb6JBbxgz68LfbUdWwuJnJRG58WAYOa28HcDXQ+CYxS8bNy+LfYJ/XXh4j9XPZQ4pTxnVIYz//XOAbcfSiU/NITzIOrM35jabnjYIHKgo/ZvVYuMzAziWmsOUpbEsiUnmjYUx/LEtAR8PV7bHp5cKeQE+7kTWlGrAprX9GBhdiyOnszl6OpuejWqyPT6drcfS8HBzYVT7MIa0qOMUFS2K4unmyvXtwxjZri7fr4/jk2WxJGXmM3PDMfIKinn+muhKt2cv2JXIvT9IPPzw1qGMt2I7ubXo0rAGXcqI5t0jazDx+y3sOJ7B/83abbVU6OISI24uLvRvGsKSmGRembfX7mKdq4uBd25oTd1Abz745yBzdpxgzo4TDG1Zh+5RwYxsV9eqFZWXorvpPF9UYiQuJZtG/7EK1yuB/s1qMWdyD56atZPdCZlMX3uU6WuPAhBa3Ytr29ZlQLMQ2tULvKhdQGiAN9e0DuXP7Sd4+OftrH+6v1WOtfWHUzhyOhtPNxe6R1V98uvHjcfYm5iJiwEm9XbC8IjK4h0I4/8q/9jAV8qLdWlHxRS/ZpPyr3O/jAkLZxiku3lKRRmIeLDwCTh98OLvsQZGSbO2VYocMfPPFeoABr4kVX1moS60rbSz/XanVA0sf0P+7p0nVmx7R9fAL7fJIMkrQAa/BWfKvMAAne6u7G/jOEKaSkorSHLkntnS8ugTLJV466ZINdqhpdBy1IXXkxJ7fqEueoQMDP1qXzzExdbs+k3+dq6etvcUrNtOlimHRNS9nHPFlcKQt6DZMKmyu5KFOpDqWxBRYt0ncjtqgAjX/wahDmQyqXq4JfioZlPH7o9SdULK/A3vXAyr3of1U+HICvnua3XDue/Z+6d8f5np/cS5vp3m72yQ82RZn9PMBFm/lcOiHCLW1anuTS1/LxIz8kjJLrCKWHcyI4+1h1IAnMYTJriaJ8HVPPnf6DY8/NN2lsQkE3Myq9zzt3QK554+Uee0zPUpc7074Dzts4riTBgMBsZ2jeCmjvX4cMkBpiw7xKxtCczalkDbegE0DK7GtW1C6dX44v44W4+l8fPGePYnZbE9Ph2A9vUDeXtUqyui3btzwxp8f2dnhn28mhUHksnMK8Tfq2oXavN3JvLCnN3lEp8TM/LIKShySDvwA/0a0SDYl2f/2E1WfhHzdyUyf1ciby+KYcot7UpFtMqSml3AhsMpHEnJpkdUMEG+Hvy1+yR5hcX0aRJC81B/DAYDO4+nl77nWGqOinVOSou61Zl9b3cW7j7J2kMpzNp6nPyiEk5k5DF1+SGmLj9EdB1/7u8XxaDmtS/4f35Pn0j+3H6C9JxC1h46Tb+mVf9eNPtgtgkPqJLna2ZeIf83axfzdkqb3G1dI2ya0uwUBDcqf9+zmgQH/BvwryvLIyskWdKcGHgl4mlKt3XzhiJTF0fd9uIdaE79bXQVXPe5VIQ9uB0W/Z/4ti18Qry9Ot99+UEDfz8nYg9IGynI59nkavELCu8C/vadaLI6ru4SRJK4U9qFXd2gIFuEjAWPS7tgp7vP74/kFWC53eZW8UVqNFDEHUdjNEpFCUD7220fLlGzqfjTZSVC/Hr7pSHbA3NL7L+BmPmyLMqFM7lynr/5pytfhDybJlfD+ily+7rPHbsvinXx9JM2+/RjEiS08+dzxbpT+2GWaXIq+lrocu/57Qh6PCTJr7VbwsRVMGcybPve8vyGaVY/lzmkDRagxQuLOJNfZLXU1r92JzLp+63UC/Jh2WN9nK7yzGg0svN4BgnpuRiN0CDYl2Z1/P514QOKkpZdwIhP1xCfmlOuDRw4bytrUmYeX6w8zMnMvNLBrpm+TWoy7bYOVk9UtjUD3l9BbPIZbmgfxmvXtax0i2bZ5F0AHw9Xqnm60S2yBh+Mbmut3a0UB5OymLUtgez8IubsEBGleag/8x/oecn3Go1GNselsfloGoXFJXi6ubDjeDrrD6eSml1w0ffWr+FDv6YhLN6TREJ6LnWqe7Hqib64XWHHyH+VgqIS0nML2BqXxh/bElgak0xhsZwo2tcP5N0bWl/wmuCRX7Yza2sCHq4uLHm0d5Um+jJyC+nx1lKy8op494bWjGofVqn1ZOYVcvvXG9l2LB0XA9zcqR7PDYu2a5Wpw5j3COybA72fhFY3iQ/Uv4HCPPh2GBzfJOLK3cttl077vxbiiXbjdxJqYW2MRqms86sNn3QUAe2m72Hz11IFFjUQbvm5vO9UUQF81NaS+BhQTzx7LpX4eDrW4tX14A7IMwWJ1Gppfy9Ce5OwFb69pnwVYaeJ0jZYtmJs4VMWL6W+z0Lvx+27nxejpBim9REvJhc38eDrNBGq17XdNv+YJMJw94ek2lNxPmL/ge9HAeZ2sHrw0Hmqda90spJg3ccSpFHjX1QZrwhpcfBhK7k94jNoczPErRV/utRDEi4EIrTd+vvFLSBObJcAKu8AyD8DU7uWT599dP/l+ZdeJg4R69KyC2j7ivhVbHl2gFXMon/ceIynZ+2iV+OazBhvA98PRVEqzO6EDLbEpbHtWBqzt58AxHPRz0uCU3w93PhrT/mkHYMBnhrcFC93V65tE3pFphz/se04j/yyA6MRnhjchHv7RFVqPSM/XcPWY+mM6SICgLMa1J8+k0/n15dQXGLko5vbMrx1KABzd5zgpbl7Sc+xJOdG1qzGmfwijqdd2KszPMibWn5ebDmWhtEooUH1gnxYffA0BcUl57x+38uDrR7oodiHE+m5/LAhjq9XHyW3sBhXFwPPDW3G2K4R50y6JWfm0el18W2sX8OHHyZ0JiywcoLdq/P28uXqI9Sp7sXqJ/tVaoKvrFAX4OPO9HGdaBMeUKn9uWJxBr85W5CXCTOuhRNbbZsMaPa2Cu8Cdy6yzTZAEjfXfCi3W42GnT+JB+H9W88vRMYskFAFcxJep4lw9dsX38b6qfDXUxDRE+6YZ939vxIozJPjZftM2Pad5fGgSEm/9fKHT8pYYwz/WNI1nYm8TElG3jNL7htcocN4CRawheC66SuY/4iIxmN+s/76Feuw6n1YYhJTa7cUj0FFuZJI2gNTu0mV+dPxcq57r7HFp9BMZVKw49bCN0Ms962ctG73noVtx9KY9L2YNkbX8SfIt+IDcaPRyOkzBRxNyS71dvti1WEA6gb8y1tPFOUKokXd6rSoW52xXepz6kw+a2JTOGxKXyxLaHUvokOrk55TwDNDm9G23hUccw9c1zaMuJQcPvjnIB8viaVrwxqV+p0y8+RLZEgL506SDK7mSc9GwSzff4oHftzGH1uPk51fzMaj5yZqma0AfD1caRUWwNZjaUSFVKNrwxoMblGb6FD/0vberLxCCouNBPq4YzAYOJNfxOqDp1gTK15jq2NPYzBAsWMKxBUrEBrgzeODmnJd2zCe+n0nm+PSeHHuXn7cGM/jg5qUs4EI8ffik1vaMnnmNuJScnhxzh6+vL3iqZJp2QWlQSn39ImsdCX+Iz/vKBXqvr+zs9NYcNiVf6NQByKsDHkLvhoI23+A1qNt09ZW6l9mw3NY6mGLUAci1IEk8F6oYrDp1fJjFhM9q116OwH1ZXn6oAhX/yYPssvB3Qvqd5Ofmk1h8TPyeOohSTy++h3Lax/aJRVKzoaXP4z6WtKcN3wmvnybvpBKu8FvWP//vdCU5u4dYN31Ktal2/0WsY5/6Tlf+fdyYptYDrh5STt3Wpz4y5UUSfV8j4fE1qC4ACL7VXz99bvBmN8l3XrAi1YV6sDOYl1uQTGTZ24jKTMfDzcXnr8mukJtoAeSsnh61i4OnMwiK7/onOd9PVx5oH+j87xTURRH4uJi4Lvxndl3MpOsvCLO5BWRllNAclY+GbmF3NKpHhFWaId3Ju7pE8mWuDRWHTzNTdPWc0e3CJ4Y1IQz+UX4erpdVmtvVl4hAFvj0qrsBWdrnhsWTU7+LjYeTWXZ/lMAuBhgQs+GjOsegQEDp8/ks2BXImGBPlzXti7eHq7kFxVfUIj0O8vvr5qnG4Nb1GFwC/E8WrgrkcISI9U8/yVeWf9hokKq8eukrny1+ggfLjnI/qQsJszYzKsjWjCmS/3S1w1rFcpLc/dyKiufw6fOFf4vh6krDpGRK/9boztWbsC8JvY0/+wToWXqre3/m0Ldv53wTlC/B8Sthrh1thHrTu6UZce7rL9uM95B4O4LhdkSiNBksPgzNR5y6ffmiBc0PpcRwBLZV5ZnToo41fORyu/zlU7X+yCoobQ4L3xCDM1D20jrVNpR+OMe8b1zc8LOAYNBwhGaDYOdv8Csu6R1NyBcfi9rkmoy9Pe17uBWsTKu7jB5iwh2zWzQrq8otsJohK8Hlw+C2PYdrPlAbhsM0OPhqm8naoD82AC7jnB+2nSMhHRpfVrwQA+iQi5tCJ6dX8QTv+9kbexp0nIKSx83GCC0ujcNgn2JCPYhooYvPRoFU6e6t832X1GUyuPiYqB56H9nQOvp5spnY9ozfvomNhxJZdrKw3y1+gjFJUaCq3kwfVynSw7wcwqKAc5bjehsRNasxi+TurI7IYM5O07g7mpgdMd65XzFalf3Oud3rkrF4BA7J+IqtsVgMDChZ0NuaB/Ou4v38936OJ7/czc/b4rHxQBRIX5k5RVyKisfgOevia7UdlYeOFV6O7eguEKekpl5hTz1+04W7pb2wGtah9I1supJsoqTEtjpFtcAAA0YSURBVNJMxLrlr4sptbllJjBCDKvPZ0B9uWyfKVVvAGFVWM+l8A6A2+dAehw0u/biXjxnk3pIlv6hlsdyUmHrDIiZJ4JUxwnii7fjR8trlrwk4QtR/a3yK1xxGAyWVqrjm2DXr5bwBpBjavsP0GGcY/bvcml1o1R/Ln4W/n4BIvuXT1msLEZjeWN2Td90foKj4KbvLv06RXEm8tLLC3Uu7tK2CuDqAc1HOmS3KoJdPev+3J7Agz9tB6BLwyB+vKvLJSvrnpu9m+/Wx5V77PFBTbizR4P/hoGzoihXNEajkbk7E3ns1x0UFFn81trWC2DWPd3KnQOPns7mSEo2UTWrER7kQ7/3lnP4VDZf3d6B/s00FVr572A0Gnno5+38afK6PJt7+0TyxODKDfDiUrK55uPVZOYVMeWWdgxtdXmib3pOAeOmb2LbsXQAhrcO5a3rW6lf4r+ZPbPh19vP/5x3IDyyD9wrMUmcHi9m18YSCG4C921wzpbiz3qIEHftp9ByFCx7DTZ+KVV6l8NNP0iF1n+ZwlxY+7F8diB/79P7rxxvP6MRfrwZDiyE8M4w7q+q+9cd2wBfXyWeeF3vhf4vVkxEVhRFuRyMRnivSRnLiTJ0ewCuesX++1RB7HpmvKZVKJm5hTz35x7WH05l7s7EUiPy87HuUEqpUPd/Vzflrb/2U9vfi5s71VOhTlGUKwKDwcDw1qE0re3Hwl0n8fFw5bUF+9h2LJ2lMcmlItzCXYncN3MrJUZwdTFwa+d6JGdKBVGAj/vFNqEo/zoMBgMfjm7LE4ObsiwmmcV7k2gUUo1qnm70bRpSpSCH+jV86d0khLk7TpCUmXfJ1xuNRn7cGM8bC/aRlV9EgI87n41pT5eGWlH3r6dpGaGpza2SFFicD9OHQm4aJO2tXFVc8j4R6rwDYcLfzinUAdRuJWLd4WWSIJuw2fR4S2g7FvYvgPhN0uLZsC80GgC/3WmpyJt1FzyTeMHV/ydw94beT4gf0sp3RKgDOLoaMhPB38krxA0GGPqe+NfFb4DNX0GnKrZt758vy+hr4apXq76PiqIo58NgEP/ZOQ9Cfkb5504fdMw+VRC7inUuLgbGdo1g+tqjHDqVzWO/7KBzgyBq+Z9rQptbUMwTv+8A4JbO9bi7VyQj2tbFz9NdZ7EVRbniaFzLj8a1pPV/+/F05u9M5Pk/99Csjj+hAd58ufoIJaY65+ISIzPWWSqKXZx1IKcoNqZugDdjutQv51tnDS73P2pfYiavzt/Lmljx7oqs6ctHN7f9T7X0/6dxdYMej0jb57VT5MI/9h/L89VCKrdeg6kyyaMaeFzaEsZhHFkpy12/ytIrQD6HpkPls+g88dz3TFwJs++BfXPA17m9Vu1K76ek/SpujekBo4if/tc4dLcui+p1xTh9wWPwz4vQeLB42FWWHT/LsvkIK+ycoijKRWh+nbTwn9gmE01xa+DQUuj5qKP37LKwQQ73pZk+rhP1gnwoKC7h02WxlJSc24m7LT6N+NRcavh68PQQaXUJ8fNSoU5RlCue54dFU7+GDwnpudw0bR2P/bqDLXFpAHx/Z2c+HN2GED/P0tcfTD7jqF1VlH8dBUUl7EvMvOhriopLmL8zkRs/W8ea2BQMBnhycFP+fri3CnX/NQa8AE8cslS/HTWJLY2HVF6wqN1ClhnxEDO36vtobTZ9CR+3l/0zU6sF3L1M2lovNoHkWU28rZ6Kh3vW2n5frxRc3aDXY5b7bl4QVvE0a4fR4U4IbQcFZ2DHT5VfT1G+hJAANOhtnX1TFEW5GF7+0LA3+ARBs2tg2P+gepij9+qycIhYFx7kw7NDmwHw7bo4+r23nK3H0s772iBfj3MSARVFUa5kavl7MfOuLni4uhCfmstvW44D0KlBEJ0bBnFtm7r8Oqlr6et/Nz2vKErVefy3HaUCeLM6/uWeMxqNzNt5gr7vLee+mVvJyi+iaW0/fp3YlXv6ROLiolWu/3nMyZXJe0V4qAwpsbJ09RARzNlY9b5lH0HaIO9eIYESl4uXP3g6cdWgI2jYF4Z/Ap0mwqhvwK+2o/fo8nFxkQoVMIWtFFduPflZltt6fCiKolwUh4h1AFc1r81Lw5vj6+HK0ZQcxny5gbWxp0uf9zSlsxUUl1xoFYqiKFcsdQO8ubmTpSrjls71+PGuLri7yrmvfg1fZt/Xnd6Na1q9BVBR/sss2iNVHY8PalKa5FpcYmTW1uMMeH8Fk2duIz41F18PVyb3jeKPe7vTISLIkbusOBOtbpQ21vQ4SNxRuXUcXCzLZtdAjUjr7Zu1KBua0f4OSXzVAICqYzBAu7Fw9duWtNgribZjRGBOOQibviovvF0uyXtl6ekPLtotpSiKcjEc+s17e7cIRrSty+SZW1l18DR3TN/E1Fvb0b9ZLTxc5QReNj1RURTl38T9/Rsxf1ciLetW57mh0bieVbXTJjyAb8d3ctDeKcq/Ew9XF/IKSwgLFEFi1tbjfLHqSGlrrIebC6M7hnN3r4aEBfo4clcVZ8Q3WCrMUmLhTPLFX5t1Eg4tE3P+7FNQXCjVeMfWyfONBtl+fyvD+MWw/QdJ0OvztKP3RnEWfIKg8yRY+xEsfBwW/Z942XWbfHnvNxrF8w4kXEJRFEW5KAaj0XiuYZydyS8q5v6Z21i8V2J1f5nYlere7gz6YCVBvh5sfW6gg/dQURTFNpSUGLW1TlHsyIM/bePP7Sfw8XDl2jZ1+XHjMQB8PFwZ0bYuDw9oTM0ynpGKcg7zHpZ01MAGcNdSETHOZucvMPteKCk8/zo63AlXvyvthYpypVBSAoufkdCVApOfbsM+4gEV1FDSg1MPQ9Nr5NhOPyZm7g37iFA9xTQB+fCeK8YzSlEUxVE4hVgHYuY85MNVHEw+g5uLgfdvasMDP27D082FnS9ehaeblkoriqIoilI11h9OYfS09eUeG90xnIcGNKZ29XPT6RXlHHLTYWo3yEwAvzrQ4nppj63TGrKSpPJo3Sfy2totIWqgtLu6eoCLm7ynXpeLBzUoirOz6n1Y8jJgBO9AaDEKtnwDJUUQ2Q/COsGKN+W17r7iY5iVKPfH/iGvURRFUS6I04h1ALsTMrj3h60cS83By13aVAC+uaMjfZuGOHjvFEVRFEX5NzB3xwl+3XKc4GoeXBVdi8Et6jh6l5QrjaQ98NOtkHZE7rt5Qe8nYekrYDRZuARGwP3btHpO+feScghm3QUJWy78Gv8wyCwTlFWnNdyxQJKDFUVRlAviVGIdwOFTZxg5dS3pOZa2gZl3daZbZLAD90pRFEVRFEVRypCXIUb7u2dB0i7L4+6+0O1+aDESajZx3P4pij0ozIV/XoKcFGg2DIKbwG/jIXkPtB0L13wIW7+Fg39Ds+HQ8gYNLFEURbkMnE6sA0jLLuCr1UeYsjyWAG93Vj7RFz8vd0fvlqIoiqIoiqKUp6gAVr0noQzGEhj8JkQPd/ReKYrjKMqHk7shtK1WliqKolQSpxTrzJzMyMPH0xV/FeoURVEURVEURVEURVGU/wBOLdYpiqIoiqIoiqIoiqIoyn8JrUtWFEVRFEVRFEVRFEVRFCdBxTpFURRFURRFURRFURRFcRJUrFMURVEURVEURVEURVEUJ0HFOkVRFEVRFEVRFEVRFEVxElSsUxRFURRFURRFURRFURQnQcU6RVEURVEURVEURVEURXESVKxTFEVRFEVRFEVRFEVRFCdBxTpFURRFURRFURRFURRFcRJUrFMURVEURVEURVEURVEUJ0HFOkVRFEVRFEVRFEVRFEVxElSsUxRFURRFURRFURRFURQnQcU6RVEURVEURVEURVEURXESVKxTFEVRFEVRFEVRFEVRFCdBxTpFURRFURRFURRFURRFcRJUrFMURVEURVEURVEURVEUJ0HFOkVRFEVRFEVRFEVRFEVxElSsUxRFURRFURRFURRFURQnQcU6RVEURVEURVEURVEURXESVKxTFEVRFEVRFEVRFEVRFCdBxTpFURRFURRFURRFURRFcRJUrFMURVEURVEURVEURVEUJ0HFOkVRFEVRFEVRFEVRFEVxElSsUxRFURRFURRFURRFURQnQcU6RVEURVEURVEURVEURXESVKxTFEVRFEVRFEVRFEVRFCdBxTpFURRFURRFURRFURRFcRJUrFMURVEURVEURVEURVEUJ0HFOkVRFEVRFEVRFEVRFEVxElSsUxRFURRFURRFURRFURQnQcU6RVEURVEURVEURVEURXESVKxTFEVRFEVRFEVRFEVRFCdBxTpFURRFURRFURRFURRFcRJUrFMURVEURVEURVEURVEUJ0HFOkVRFEVRFEVRFEVRFEVxElSsUxRFURRFURRFURRFURQnQcU6RVEURVEURVEURVEURXESVKxTFEVRFEVRFEVRFEVRFCdBxTpFURRFURRFURRFURRFcRJUrFMURVEURVEURVEURVEUJ+H/AZSFgh960datAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_cells_to_plot = 10\n", "\n", "fig = plt.figure(figsize=(16, 6))\n", "count = 1\n", "for treatment in TREATMENTS:\n", " for line in LINES:\n", " cell_data = ds_interp[treatment][line]\n", " for i_to_plot in range(n_cells_to_plot):\n", " cell = gs.random.choice(cell_data)\n", " fig.add_subplot(3, 2 * n_cells_to_plot, count)\n", " count += 1\n", " plt.plot(cell[:, 0], cell[:, 1], color=\"C\" + str(int((line == \"dunn\"))))\n", " plt.axis(\"equal\")\n", " plt.axis(\"off\")\n", " if i_to_plot == n_cells_to_plot // 2:\n", " plt.title(f\"{treatment} - {line}\", fontsize=20)\n", "plt.savefig(\"cancer_cell_sample.svg\")" ] }, { "cell_type": "markdown", "id": "canadian-visibility", "metadata": {}, "source": [ "Visual inspection of these curves seems to indicate more protusions appearing in treated cells, compared with control ones. This is in agreement with the physiological impact of the drugs, which are known to perturb the internal cytoskeleton connected to the cell membrane. Using the elastic metric, our goal will be to see if we can quantitatively confirm these differences." ] }, { "cell_type": "markdown", "id": "cb0af2f5", "metadata": {}, "source": [ "### Remove duplicate samples in curves\n", "\n", "During interpolation it is likely that some of the discrete curves in the dataset are downsampled from higher number of discrete data points to lower number of data points. Hence, two sampled data points that are close enough may end up overlapping after interpolation and hence such data points have to be dealt with specifically. " ] }, { "cell_type": "code", "execution_count": 13, "id": "a0342341", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "\n", "def preprocess(curve, tol=1e-10):\n", " \"\"\"Preprocess curve to ensure that there are no consecutive duplicate points.\n", "\n", " Returns\n", " -------\n", " curve : discrete curve\n", " \"\"\"\n", "\n", " dist = curve[1:] - curve[:-1]\n", " dist_norm = np.sqrt(np.sum(np.square(dist), axis=1))\n", "\n", " if np.any(dist_norm < tol):\n", " for i in range(len(curve) - 1):\n", " if np.sqrt(np.sum(np.square(curve[i + 1] - curve[i]), axis=0)) < tol:\n", " curve[i + 1] = (curve[i] + curve[i + 2]) / 2\n", "\n", " return curve" ] }, { "cell_type": "markdown", "id": "regular-norway", "metadata": {}, "source": [ "### Alignment\n", "\n", "Our goal is to study the cell boundaries in our dataset, as points in a shape space of closed curves quotiented by translation, scaling, and rotation, so these transformations do not affect our measure of distance between curves.\n", "\n", "In practice, we apply functions that were initially designed to center (substract the barycenter), rescale (divide by the Frobenius norm) and then align (find the rotation minimizing the L² distance) two sets of landmarks. These operations will be performed by leveraging the geometry of the so-called Kendall preshape spaces and specifically its method `PRESHAPE_SPACE.projection`, as shown below. Details on Kendall shape spaces can be found in the [module implementing them](https://github.com/geomstats/geomstats/blob/main/geomstats/geometry/pre_shape.py) or the notebooks using them. \n", "\n", "Additionally, since we are working with closed curves, the starting point associated with the parametrization of the discrete curves is also arbitrary. Thus, we conduct an exhaustive search to find which parametrization produces the best alignment according to the above procedure (i.e. the distance to the base curve is the smallest). This exhaustive search is implemented in the function `exhaustive_align` below." ] }, { "cell_type": "code", "execution_count": 14, "id": "determined-pleasure", "metadata": {}, "outputs": [], "source": [ "from geomstats.geometry.pre_shape import PreShapeSpace\n", "\n", "M_AMBIENT = 2\n", "\n", "PRESHAPE_SPACE = PreShapeSpace(m_ambient=M_AMBIENT, k_landmarks=k_sampling_points)\n", "\n", "PRESHAPE_SPACE.equip_with_group_action(\"rotations\")\n", "PRESHAPE_SPACE.equip_with_quotient_structure()\n", "\n", "\n", "def exhaustive_align(curve, base_curve):\n", " \"\"\"Align curve to base_curve to minimize the L² distance.\n", "\n", " Returns\n", " -------\n", " aligned_curve : discrete curve\n", " \"\"\"\n", " nb_sampling = len(curve)\n", " distances = gs.zeros(nb_sampling)\n", " base_curve = gs.array(base_curve)\n", " for shift in range(nb_sampling):\n", " reparametrized = [curve[(i + shift) % nb_sampling] for i in range(nb_sampling)]\n", " aligned = PRESHAPE_SPACE.fiber_bundle.align(\n", " point=gs.array(reparametrized), base_point=base_curve\n", " )\n", " distances[shift] = PRESHAPE_SPACE.embedding_space.metric.norm(\n", " gs.array(aligned) - gs.array(base_curve)\n", " )\n", " shift_min = gs.argmin(distances)\n", " reparametrized_min = [\n", " curve[(i + shift_min) % nb_sampling] for i in range(nb_sampling)\n", " ]\n", " aligned_curve = PRESHAPE_SPACE.fiber_bundle.align(\n", " point=gs.array(reparametrized_min), base_point=base_curve\n", " )\n", " return aligned_curve" ] }, { "cell_type": "markdown", "id": "e0162e0f", "metadata": {}, "source": [ "We perform the pre-shape projection and the exhaustive alignment of the cells against the base curve, which is chosen to be the first cell curve of the dataset, called `BASE_CURVE`. \n", "\n", "Both the projection and the alignment make use of our auxiliary function `apply_func_to_ds`, which finally outputs a dataset of cell curves organized within a dictionnary called `ds_align`." ] }, { "cell_type": "code", "execution_count": 15, "id": "0c7994c0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(204, 200, 2)\n", "Shape of BASE_CURVE: (200, 2)\n", "(204, 200, 2)\n" ] } ], "source": [ "ds_proc = apply_func_to_ds(ds_interp, func=lambda x: preprocess(x))\n", "\n", "ds_proj = apply_func_to_ds(ds_proc, func=PRESHAPE_SPACE.projection)\n", "print(ds_proj[\"control\"][\"dunn\"].shape)\n", "\n", "BASE_CURVE = ds_proj[\"control\"][\"dunn\"][0]\n", "print(\"Shape of BASE_CURVE:\", BASE_CURVE.shape)\n", "\n", "ds_align = apply_func_to_ds(ds_proj, func=lambda x: exhaustive_align(x, BASE_CURVE))\n", "print(ds_align[\"control\"][\"dunn\"].shape)" ] }, { "cell_type": "markdown", "id": "2697bcbc", "metadata": {}, "source": [ "We visually evaluate that methods perform correctly, by plotting the results of the projection and the alignment through the following code." ] }, { "cell_type": "code", "execution_count": 16, "id": "welcome-feelings", "metadata": {}, "outputs": [ { "data": { 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i_rand = gs.random.randint(n_cells_df.loc[\"control\"][\"dunn\"])\n", "unaligned_cell = ds_proj[\"control\"][\"dunn\"][i_rand]\n", "aligned_cell = ds_align[\"control\"][\"dunn\"][i_rand]\n", "\n", "fig = plt.figure(figsize=(15, 5))\n", "\n", "fig.add_subplot(131)\n", "plt.plot(BASE_CURVE[:, 0], BASE_CURVE[:, 1])\n", "plt.plot(BASE_CURVE[0, 0], BASE_CURVE[0, 1], \"ro\")\n", "plt.axis(\"equal\")\n", "plt.title(\"Reference curve\")\n", "\n", "fig.add_subplot(132)\n", "plt.plot(unaligned_cell[:, 0], unaligned_cell[:, 1])\n", "plt.plot(unaligned_cell[0, 0], unaligned_cell[0, 1], \"ro\")\n", "plt.axis(\"equal\")\n", "plt.title(\"Unaligned curve\")\n", "\n", "fig.add_subplot(133)\n", "plt.plot(aligned_cell[:, 0], aligned_cell[:, 1])\n", "plt.plot(aligned_cell[0, 0], aligned_cell[0, 1], \"ro\")\n", "plt.axis(\"equal\")\n", "plt.title(\"Aligned curve\")\n", "\n", "plt.savefig(\"alignment.svg\")" ] }, { "cell_type": "markdown", "id": "korean-ocean", "metadata": {}, "source": [ "In the plot above, the red dot shows the start of the parametrization of each curve. The right curve has been rotated from the curve in the middle, to be aligned with the left (reference) curve, which represents the first cell of the dataset. The starting point (in red) of this right curve has been also set to align with the reference." ] }, { "cell_type": "markdown", "id": "heavy-upset", "metadata": {}, "source": [ "# 4 Data Analysis\n", "\n", "## Geodesic Trajectory Joining Two Cell Shapes\n", "\n", "Using *Geomstats*, we can compute geodesics between discrete curves with respect to the elastic metric [(SKJJ2010)](#References). In our data, these geodesics represent trajectories between cell boundaries that minimize an elastic energy, and the length of the geodesic defines a distance between curves. We illustrate such a geodesic between two cells.\n", "\n", "This code chooses one control cell from dunn and one control cell from dlm8 (Run the block again to choose other cells)." ] }, { "cell_type": "code", "execution_count": 17, "id": "b38cfcf1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "57 0\n" ] } ], "source": [ "i_start_rand = gs.random.randint(len(ds_proj[\"control\"][\"dunn\"]))\n", "i_end_rand = gs.random.randint(len(ds_proj[\"control\"][\"dlm8\"]))\n", "\n", "cell_start = ds_align[\"control\"][\"dunn\"][i_start_rand]\n", "cell_end = ds_align[\"control\"][\"dlm8\"][i_end_rand]\n", "\n", "print(i_start_rand, i_end_rand)" ] }, { "cell_type": "markdown", "id": "88c528ce", "metadata": {}, "source": [ "We import the manifold of discrete curves, and the metric on it.\n", "\n", "We compute a geodesic between the two curves selected above, and sample points along this geodesic (where a given point represents a cell) at some input `times`." ] }, { "cell_type": "code", "execution_count": 18, "id": "literary-harvard", "metadata": {}, "outputs": [], "source": [ "from geomstats.geometry.euclidean import Euclidean\n", "from geomstats.geometry.discrete_curves import DiscreteCurvesStartingAtOrigin\n", "\n", "CURVES_SPACE_SRV = DiscreteCurvesStartingAtOrigin(ambient_dim=2, k_sampling_points=200)\n", "\n", "cell_start_at_origin = CURVES_SPACE_SRV.projection(cell_start)\n", "cell_end_at_origin = CURVES_SPACE_SRV.projection(cell_end)\n", "\n", "geodesic_func = CURVES_SPACE_SRV.metric.geodesic(\n", " initial_point=cell_start_at_origin, end_point=cell_end_at_origin\n", ")\n", "\n", "n_times = 30\n", "times = gs.linspace(0.0, 1.0, n_times)\n", "geod_points = geodesic_func(times)" ] }, { "cell_type": "markdown", "id": "61455094", "metadata": {}, "source": [ "This code shows the geodesic, which is a trajectory in the space of curves, between the two selected cells." ] }, { "cell_type": "code", "execution_count": 19, "id": "eec46cc3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 2))\n", "plt.title(\"Geodesic between two cells\")\n", "plt.axis(\"off\")\n", "\n", "for i, curve in enumerate(geod_points):\n", " fig.add_subplot(2, n_times // 2, i + 1)\n", " plt.plot(curve[:, 0], curve[:, 1])\n", " plt.axis(\"equal\")\n", " plt.axis(\"off\")\n", "plt.savefig(\"geodesic_light_blue.svg\")" ] }, { "cell_type": "markdown", "id": "8310313f", "metadata": {}, "source": [ "The following code is a different visualization of the same geodesic." ] }, { "cell_type": "code", "execution_count": 20, "id": "821abd11", "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 12))\n", "for i in range(1, n_times - 1):\n", " plt.plot(geod_points[i, :, 0], geod_points[i, :, 1], \"o-\", color=\"lightgrey\")\n", "plt.plot(geod_points[0, :, 0], geod_points[0, :, 1], \"o-b\", label=\"Start Cell\")\n", "plt.plot(geod_points[-1, :, 0], geod_points[-1, :, 1], \"o-r\", label=\"End Cell\")\n", "\n", "plt.title(\"Geodesic for the Square Root Velocity metric\")\n", "plt.legend()\n", "plt.savefig(\"geodesic_blue_red.svg\");" ] }, { "cell_type": "markdown", "id": "a8207346", "metadata": {}, "source": [ "## Compute Mean Cell Shape of the Whole Dataset: \"Global\" Mean Shape" ] }, { "cell_type": "markdown", "id": "bb916c05", "metadata": {}, "source": [ "We want to compute the mean cell shape of the whole dataset. Thus, we first combine all the cell shape data into a single array." ] }, { "cell_type": "code", "execution_count": 21, "id": "1b3aceda", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(650, 200, 2)\n" ] } ], "source": [ "cell_shapes_list = []\n", "for treatment in TREATMENTS:\n", " for line in LINES:\n", " cell_shapes_list.extend(ds_align[treatment][line])\n", "\n", "cell_shapes = gs.array(cell_shapes_list)\n", "print(cell_shapes.shape)" ] }, { "cell_type": "markdown", "id": "a109b03d", "metadata": {}, "source": [ "We compute the mean cell shape by using the SRV metric defined on the space of curves' shapes. The space of curves' shape is a manifold: we use the Frechet mean, associated to the SRV metric, to get the mean cell shape." ] }, { "cell_type": "markdown", "id": "34b7ba4e", "metadata": {}, "source": [ "We only use the first 500 cells of the dataset, for numerical reasons: the FrechetMean is failing upon incorporating shapes from the remainder of the dataset." ] }, { "cell_type": "code", "execution_count": 22, "id": "329f6a82", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from geomstats.learning.frechet_mean import FrechetMean\n", "\n", "mean = FrechetMean(CURVES_SPACE_SRV)\n", "\n", "cell_shapes_at_origin = CURVES_SPACE_SRV.projection(cell_shapes)\n", "mean.fit(cell_shapes_at_origin[:500])\n", "\n", "mean_estimate = mean.estimate_\n", "\n", "plt.plot(mean_estimate[:, 0], mean_estimate[:, 1], \"black\");" ] }, { "cell_type": "markdown", "id": "a0385b9a", "metadata": {}, "source": [ "The mean cell shape does indeed look like a cell shape. We note that there is a discontinuity in the cell because we have modeled the curves' boundaries as open curves. The space of curves considered here is also the space of (open) discrete curves.\n", "\n", "Unfortunately, sometimes there could be Nans in the values of the mean shape. If this is the case, this code removes them manually, and re-interpolate the mean shape." ] }, { "cell_type": "code", "execution_count": 23, "id": "263aa4ae", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0\n", "(199, 2)\n", "0\n", "(199, 2)\n" ] } ], "source": [ "print(gs.sum(gs.isnan(mean_estimate)))\n", "mean_estimate_clean = mean_estimate[~gs.isnan(gs.sum(mean_estimate, axis=1)), :]\n", "print(mean_estimate_clean.shape)\n", "mean_estimate_clean = interpolate(mean_estimate_clean, k_sampling_points - 1)\n", "print(gs.sum(gs.isnan(mean_estimate_clean)))\n", "print(mean_estimate_clean.shape)" ] }, { "cell_type": "markdown", "id": "d7ab52ef", "metadata": {}, "source": [ "We plot the mean cell shape, superimposed on top of the dataset of cells (displayed in light grey underneath)." ] }, { "cell_type": "code", "execution_count": 24, "id": "189b992c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(650, 199, 2)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(cell_shapes_at_origin.shape)\n", "for cell_at_origin in cell_shapes_at_origin:\n", " plt.plot(cell_at_origin[:, 0], cell_at_origin[:, 1], \"lightgrey\", alpha=0.2)\n", "\n", "plt.plot(\n", " mean_estimate_clean[:, 0], mean_estimate_clean[:, 1], \"black\", label=\"Mean cell\"\n", ")\n", "plt.legend(fontsize=12);" ] }, { "cell_type": "markdown", "id": "4da4ebfa", "metadata": {}, "source": [ "We see that the scale and alignment of the mean shape is slightly off. This makes sense, as our computations have quotiented out scale and alignment. We correct it manually." ] }, { "cell_type": "code", "execution_count": 25, "id": "37636f13", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mean_estimate_aligned = 1.55 * mean_estimate_clean\n", "\n", "for cell_at_origin in cell_shapes_at_origin:\n", " plt.plot(cell_at_origin[:, 0], cell_at_origin[:, 1], \"lightgrey\", alpha=0.2)\n", "\n", "plt.plot(\n", " mean_estimate_aligned[:, 0], mean_estimate_aligned[:, 1], \"black\", label=\"Mean cell\"\n", ")\n", "plt.legend(fontsize=12);" ] }, { "cell_type": "markdown", "id": "8ca80bc1", "metadata": {}, "source": [ "We visualize the same plot, but now:\n", "- plotting underneath the mean shape the distribution of the sampling points of all the curves of the dataset, through a kernel density estimation.\n", "\n", "Visualizing the full datasets of 640+ cells takes a long time. Therefore, we also select only 200 cells, randomly, within the dataset." ] }, { "cell_type": "code", "execution_count": 26, "id": "28b9e9ef", "metadata": {}, "outputs": [ { "data": { "image/png": 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v5fOf/zyf//zn8fl8nHfeedx8882zPHD2tDa2bU+XZTIZjjrqKIaGhlixYgWnnHIKsVgMRVFYs2YNd99995xz2t31s6t81/XwStZ4d/zyl7/ki1/8InfccQef/exnp+d58cUX88UvfnFOgX1f+HvMaXfn2BOv5DoH5jR639s57utzoqenh8cff5zrrruO3//+9/ziF78AYPHixdxwww285z3vAfZ97XaNp7m5eY/j3hv2NCdJkmhpaZkzzMbe3kuvlrnOs+tcL71n4bW5pw4UXAFnP+XNb34zq1ev5sEHH5wWGl4Nu26iycnJOesnJiZmtHsxk5OTLFq0aEaZbduk0+kZD40vfOEL6LrOww8/POuX1+OPP77X3gevN7vmePnll/PVr371Zds/9dRT/Pa3v+XUU0/ld7/7HYqiTNc9/vjj3HLLLa/bWFVV5YorruCKK65gbGyMhx56iFtvvZXbb7+diYkJ7rvvvlfU7//+7/8yNDTE5z73Oa655poZdTfddBN33333nMft7vrZVb5LqNvXNd4TgUBgWrjr7+/nwQcf5Lvf/S633HIL1WqV733vewDTv7Zf6hUDzBDEdzf23ZW/FnN6qSbm782+znFfnhNLlizhzjvvxDRNnnnmGe69916+/vWv8973vpf29nZWrFixz2u3azxTU1P7NJ+5ePGcuru7Z9QJIZicnNytkPGPxGt5Tx0ouG7i+ykXXXQRsizz3//939Nuoa+GxYsX4/P5eOqpp6hUKrPqd6l751J9P/zww7PKHnvsMSzL4ogjjpgu2759Ow0NDbOEm0qlwrPPPvvqJvAactRRRyFJ0l5vE23fvh2AM888c4ZwA3OvzetFe3s7F1xwwXTYgD/96U+vOP7RrjmdffbZs+r2NKfnnnuOUqm022N2XQ/7usZ7S29vL5dccgkPPfQQoVCI//u//5uui8fjAHP+Gt9TmII3ek5/D/7617/O0ho6jsOjjz6KJEksW7YM+Ntc59r+KZfLPP300/j9/lk/eAA0TePYY4/l+uuv5+tf/zpCCO655x5g39du13jmcn0ulUpzbintjj3N6YknnqBWq8353Hst2PW8eC00Pvvz9fd64Qo4+ykLFy7kyiuvZGpqitNPP3238Sr2di/Y4/FMx9C48cYbZ9T94Q9/4L777mP+/PmsWLFi1rG33HILIyMj03/vijUD9dg0u+ju7iabzbJ+/frpMtu2ueKKK/6h0km0trZy3nnn8eijj/KVr3xlVqwOqD/4dgmCu371vfRhu379+llr+Vqi6zqPPvrorPJyuUypVELTtFk2AnvL7uZ0xx138Pvf/363x+VyOb7whS/MKLvvvvt44IEHWLJkybQN0L6u8e5IJpNzxj3JZrPouo7P55suO+qoowC4/fbbZ7zMH3vsMX7yk5/8w8zpjWDLli38z//8z4yy//mf/2HLli2ceeaZNDU1AXVbnb6+Pu69917+9Kc/zWj/+c9/nnQ6zQUXXIDH4wHq8aHm2tbepWHZ9f3s69p1dXWxcuVKXnjhhVnf3Re/+MV9soF53/veh6qq/Od//ucM+yTDMPjMZz4DzHyOvZY0NDQAMDw8/Kr72p+vv9cLd4tqP+YLX/gChmHwn//5nyxevJiVK1eybNkyAoEAU1NTvPDCCzz55JPTRncvx5e+9CUeeughPv/5z/Poo49yzDHHMDAwwC9/+UsCgQC33nrrnC/MY489lmXLlvHe976XYDDIb3/7WzZv3sy73vUuzj333Ol2H//4x/njH//I8ccfz3nnnYfP52P16tWMjo5y0kkn/UMlFPz2t7/N5s2bufLKK/nRj37EcccdRywWY3h4mKeffpqtW7cyPj5OIBDg6KOP5uijj+YXv/gF4+PjHHvssQwNDfF///d/nHnmmfsUuG9fqFarrFixgoULF7J8+XK6uroolUrcc889TExMcMUVV+D1el9R3xdeeCFf+tKX+PjHP86DDz5Id3c3zz//PA888ADvete7+PWvfz3ncSeccALf+c53eOKJJzj22GOnrx+/38/3v//9GW33ZY13x+joKEcccQTLli3jsMMOo6Ojg3Q6zd13341pmlxxxRXTbY899lhWrFjBn//8Z4477jhWrlzJ4OAgd999N2eddRa/+c1v/iHm9EZw6qmnctlll/H73/+eQw89lPXr1/Pb3/6WxsbGGVussixz2223ceqpp3LGGWfwnve8h+7ubh577DFWr15NX18fN91003T7H/3oR3zve99j5cqV9PX1EYlE2LBhA7///e9paGjg4osvnm67r2v3rW99ixUrVvAv//Iv3HXXXSxYsIAnn3ySp556ihNOOGGvtad9fX186Utf4vLLL+ewww7jvPPOm/EcO/vss3n/+9//Gq30TE4++WS++tWv8qEPfYhzzz2XYDBId3c3F1544Svqb3+9/l433jgHLpfXimeffVZ86EMfEosXLxahUEhomiZaWlrEySefLL7yla+IycnJWccwRxwcIequhpdddpno7u4WmqaJxsZG8e53v3tWQCkh/ubiuH37dnHTTTeJ+fPnC4/HI7q7u8V11103I77LLu68805x5JFHikAgIBobG8V5550ntm/fPqe75Ct1E5/L5XKXO+5cdHd3i+7u7lnllUpFfPnLXxbLly8XwWBQ+P1+0dvbK8455xxx++23zwhSNjU1JS655BLR3t4ufD6fWLp0qfjWt74lduzYIQBx0UUX7dU5X26sL8YwDPGlL31JvO1tbxPz5s0THo9HtLS0iJUrV4o77rhjhgvxntZyl2vrS8e4Zs0a8ba3vU3E43ERDofFiSeeKP70pz/t0aX6oosuEuvWrRNnnHGGiEQiIhgMilNOOWXalfql7Msaz0U2mxXXXXedWLlypWhraxMej0e0t7eL0047Tdx7772z2qdSKfEv//IvoqGhQfj9fnHssceK++677w2b08t913tyE3/p9yXEnr/nueb44vYPP/ywOPHEE0UwGBSRSES8853vFFu3bp1zXC+88IJ497vfLRobG4WmaaK7u1t84hOfmBHkTwghHn/8cfHhD39YLFmyRMRiMeH3+8WCBQvEpZdeKgYHB1/V2glRD/Z3xhlniFAoJMLhsDj99NPF2rVrX9b9ei7uvvtuceKJJ4pwOCy8Xq9YunSpuPnmm2edc0/rL8Tun62748tf/rJYsGCB0DRt1rF76uu1eG4d6EhCzKHHcnFxcdkHBgYG6O3t5aKLLpqR7mB/5kCc00tZvXo1q1at4tprr53TtdjFZX/GtcFxcXFxcXFxOeBwBRwXFxcXFxeXAw5XwHFxcXFxcXE54HBtcFxcXFxcXFwOOFwNjouLi4uLi8sBhyvguLi4uLi4uBxwuAKOi8sBTE9PDz09PW/0MA4oTNPkuuuuY8GCBXi93ulksW8EAwMDSJI0K9LuBz7wASRJYmBg4A0Zl4vLPwKugOPi4rJHTjrppDc8GeTLsbsX/evBzTffzPXXX097eztXXHEF1157LYsXL37dz+vi4rJvuKkaXFxcXPaBe+65h1AoxP333z+dc8nFxeUfD1eD4+Li4rIPjI2NkUgkXOHGxeUfHFfAcXE5ALj77rs56qij8Pv9tLS08G//9m9ks9k5227ZsoUrr7ySI488kkQigc/nY+HChVx11VWUSqUZbSVJ4qGHHpr+vOvfi7eCfvCDH3D22WfT09ODz+ejoaGBU089lQcffHDO8//qV7/ixBNPpLm5GZ/PR3t7O6eccgq/+tWvZrV94YUXOP/882lra8Pj8dDd3c3HP/5x0un0dJvbbruN3t5eAH74wx/OGOfeJnC99dZbOeaYYwiFQoRCIY455phZ6Rmuu+46JEmiv7+fwcHB6XPsrY3Tjh07+NCHPkRvby9er5fm5mZOOumkOdNA/OUvf+Gss86isbERr9fLggULuOaaa151Juh9WXsXl/0dd4vKxWU/5/bbb+eiiy4iEolw4YUXEovFuOeeezjllFMwDGOWpuHXv/41//u//8uqVas46aSTcByHxx9/fDqb/F/+8hc0TQPg2muv5bbbbmNwcJBrr712uo8XZ6f/2Mc+xrJlyzjllFNoampidHSUu+66i1NOOYVf//rXnH322dNtv/Od7/DRj36UtrY23vnOd5JIJJiYmODJJ5/kN7/5zYzs8//3f//HeeedhyzLnH322XR2drJhwwa++c1vct999/HEE08Qj8c5/PDD+cQnPsEtt9zCsmXLOOecc6b72Bvh47LLLuMb3/gGHR0dfPCDHwTqgsDFF1/Mc889N51N+6STTgLga1/7GgCf/OQnAYjFYi97jkceeYQzzzyTYrHIqaeeyvnnn082m53u/8UC43e+8x0+9rGPEYvFOOuss2hububpp5/mC1/4Ag8++CAPPvjgK9Ie7cvau7gcELyxuT5dXFxeDfl8fjrD9ebNm6fLDcMQK1euFMCsjMMjIyNzZnq//vrrBSB+/OMfzyh/uYzXO3bsmFU2NjYm2tvbxYIFC2aUH3nkkcLj8cyZ4T6VSs34HIlEREdHhxgYGJjR7qc//akAxKWXXjpd9nIZnnfHQw89JABx8MEHi1wuN12eyWTEwoULBSD+8pe/zDhmT5ng56JWq4mOjg4hy/KcGc6Hh4enP69fv16oqiqWLVs2Yz2EEOLGG28UgPjqV786Xba7ec+VTXtv197F5UDB3aJycdmPueuuuygUClxyySUsXLhwulzTNL7whS/MeUxHR8ecGoBLL70UgD/96U/7NIZd20Mvpq2tjXPPPZetW7cyODg4o07TtGkN0YtJJBLTn2+//XYKhQI33ngj3d3dM9qdf/75HHnkkfzsZz/bp3HOxQ9/+EOgvv0UjUany+Px+LTG6tVmEr/77rsZHR3l/e9/P6eddtqs+nnz5k1//t73vodlWXzjG9+YsR4AV155JU1NTfz0pz99xWPZm7V3cTlQcLeoXFz2Y55//nkATjjhhFl1xx13HKo6+xYXQnDrrbdy2223sW7dOvL5PI7jTNePjY3t0xh27NjBjTfeyJ///GdGR0fRdX1G/djY2LSQcv7553PllVeyZMkS3ve+97Fq1SqOP/54IpHIjGMef/xxAJ544gm2b98+65y1Wo1UKkUqlaKxsXGfxvtinnvuOeBv208vZtWqVQCsWbPmFfcP8OSTTwLwtre97WXb7pr3fffdxwMPPDCrXtM0Nm3a9IrGsbdr7+JyoOAKOC4u+zH5fB6A5ubmWXWKosz5y/yyyy7jm9/8Jp2dnbzjHe+gra0Nr9cLwPXXXz9LQNkT27Zt4+ijj6ZQKLBq1SrOOussIpEIsiyzevVqHnrooRn9XXHFFSQSCb7zne9w880389WvfhVVVTnzzDP5r//6r2ltUCaTAeBb3/rWHs9fLpdflYBTKBSQZZmmpqZZdS0tLUiSRKFQeMX9w9++o46Ojpdtu2veu9O+vRr2du1dXA4UXAHHxWU/Zte2ytTU1Kw627ZJp9MzXqxTU1N861vf4rDDDuOxxx4jEAhM101MTHD99dfv0/n/67/+i2w2y49+9CPe//73z6j7yEc+Mu2BtQtJkrjkkku45JJLSKfTPPzww/z0pz/lF7/4BVu3buWFF15AUZRprcLatWtZsmTJPo1pX4hEIjiOQzKZnCUkTk1NIYR41RqOXUbIo6OjezUeqAte4XD4VZ33pezt2ru4HCi4NjguLvsxy5YtA+Dhhx+eVffYY49hWdaMsh07diCE4JRTTpkh3OyuD2D6pWfb9qy6XdtHL/aUgvo22F//+tc9jj2RSHDOOefw85//nJNPPpkNGzawbds2AI455pjpOewNexrjnjjiiCMA5nQn31X2Yo+xV8LRRx8NwB//+MeXbbtr3ru2ql4v9rT2Li4HCq6A4+KyH3P22WcTiUT4wQ9+wJYtW6bLTdPkmmuumdV+ly3Mo48+OsPuZmRkhKuvvnrOczQ0NAAwPDy82/4eeeSRGeU33XQT69atm9V+9erVCCFmlJmmOb014/P5ALj44osJh8N89rOfZf369bP6qVQqM4SAeDyOJElzjnFPXHTRRUB9a+7FW1H5fH5am7WrzSvlHe94B/PmzePHP/4x991336z6F2t2PvrRj6KqKh//+McZGhqa1TaXy03bDe0re7v2Li4HCu4WlYvLfkw0GuXrX/86H/jABzjqqKM4//zziUaj3HPPPfj9ftra2ma03+Xd9Ktf/Yo3velNvOUtb2FycpJ77rmHt7zlLXMa9J588snceeednHvuuZx++un4fD6WLVvGWWedxUc+8hFuvfVWzj33XM477zwSiQSPP/44zz77LGeeeSa/+93vZvR1zjnnEIlEOPbYY+nu7sY0Te6//342bNjAu9/97mmBaZe30Hve8x6WLVvGaaedxuLFi9F1nYGBAR566CHe/OY384c//AGAUCjEUUcdxV/+8hcuvPBCFixYgCzLXHjhhbO8sF7MypUr+fjHP843vvENlixZwrnnnosQgl/96leMjIxw2WWXsXLlylf1HXm9Xn7xi19w2mmncfrpp3PaaaexbNkyCoUCa9asoVKpTAstS5Ys4dvf/jb/7//9PxYtWsQZZ5xBX18fxWKRHTt28NBDD/GBD3yA7373u/s8jr1dexeXA4Y30EXdxcXlNeI3v/mNWL58ufB6vaK5uVn867/+q8hkMnPGbCkWi+Lyyy8XPT09wuv1igULFojPfe5zwjAMAYgTTzxxRnvTNMWVV14purq6hKqqs+KuPPjgg2LFihUiHA6LWCwmzjjjDPHMM8+Ia6+9VgDiwQcfnG777W9/W7zjHe8Q3d3dwufziUQiIY4++mjxne98RxiGMWtemzZtEh/84AdFd3e38Hg8Ih6Pi6VLl4rLLrtMPPnkkzPabt68WZxxxhkiFosJSZJmnXtP/OAHPxBHHXWUCAQCIhAIiKOOOkr84Ac/mLPtvsbB2cW2bdvEBz/4QTFv3jyhaZpobm4WJ510krj99ttntX3yySfF+eefL9rb24WmaaKxsVEceeSR4qqrrhIbN26cbrcvcXD2de1dXPZ3JCFeorN0cXFxcXFxcdnPcW1wXFxcXFxcXA44XAHHxcXFxcXF5YDDFXBcXFxcXFxcDjhcAcfFxcXFxcXlgMMVcFxcXFxcXFwOOFwBx8XFxcXFxeWA458y0J/jOIyNjREOh5Ek6Y0ejouLi4uLi8teIISgWCzS3t6OLO9ZR/NPKeCMjY3R2dn5Rg/DxcXFxcXF5RUwPDzMvHnz9tjmn1LA2ZWld3h4+FVnCnZxcXFxcXH5+1AoFOjs7Jx+j++Jf0oBZ9e2VCQScQUcFxcXFxeX/Yy9MS9xjYxdXFxcXFxcDjhcAcfFxcXFxcXlgMMVcFxcXFxcXFwOOP4uAs63vvUtenp68Pl8HHPMMTz55JN7bP/LX/6SxYsX4/P5WLp0Kb///e9n1H/gAx9AkqQZ/0477bTXcwouLi4uLi4u+xGvu5Hxz3/+cz71qU/x3e9+l2OOOYavfe1rnHrqqWzevJnm5uZZ7R999FEuuOACbrzxRt7+9rdzxx13cM455/Dss8+yZMmS6XannXYat9566/TfXq/3dRm/EALbtrEs63Xp32X/RVVVFEVxYym5uLi4/AMiCSHE63mCY445hqOOOopvfvObQD3IXmdnJx//+Me56qqrZrV/73vfS7lc5p577pkuO/bYYzn88MP57ne/C9Q1OLlcjrvuuusVjalQKBCNRsnn87v1ohJCkMvlSCaT2Lb9is7jcuCjKArNzc1Eo1FX0HFxcXF5ndmb9/cuXlcNjmEYPPPMM1x99dXTZbIsc8opp/DYY4/Necxjjz3Gpz71qRllp5566ixhZvXq1TQ3NxOPxzn55JP5/Oc/TyKRmLNPXdfRdX3670Kh8LJjn5iYIJfLTbuSq6rqvsBcphFCYFkWhUKB8fFxqtUqbW1tb/SwXFxcXFx28roKOKlUCtu2aWlpmVHe0tLCpk2b5jxmYmJizvYTExPTf5922mm8613vore3l+3bt/Pv//7vnH766Tz22GMoijKrzxtvvJHrr79+r8dt2zb5fJ6mpiYaGxv3+jiXfz7C4TBer5dUKkVzc/Oc15+Li4uLy9+f/TLQ3/nnnz/9eenSpRx22GH09fWxevVq3vKWt8xqf/XVV8/QCu2KhLg7TNNECEEwGHxtB+5yQBIMBkkmk5im6Qo4Li4uLv8gvK5eVI2NjSiKwuTk5IzyyclJWltb5zymtbV1n9oDHHTQQTQ2NrJt27Y5671e7/RW075EL3a3pFz2Bvc6cXFxcfnH43UVcDweD8uXL+eBBx6YLnMchwceeIDjjjtuzmOOO+64Ge0B7r///t22BxgZGSGdTrs2EC4uLvuMbTtv9BDeUCzTopAuUsyW/unXwuXA4nXfovrUpz7FRRddxJve9CaOPvpovva1r1Eul7n44osB+Jd/+Rc6Ojq48cYbAfjEJz7BiSeeyM0338yZZ57Jz372M55++mn++7//G4BSqcT111/PueeeS2trK9u3b+fKK69k/vz5nHrqqa/3dFxcXA4QitkSI1vGqVV0gpEAnYvb8Qd9b/Sw/q5UyzV2vDBIPllAkiQa5yXoXdKJqu2X1gsuLjN43QP9vfe97+WrX/0q//Ef/8Hhhx/OmjVr+MMf/jBtSDw0NMT4+Ph0+ze/+c3ccccd/Pd//zfLli3jzjvv5K677pqOgaMoCi+88ALveMc7WLhwIR/84AdZvnw5Dz/88OsWC8fln4Prrrtu1nZTT08PH/jAB96YAbm8buhVgx0vDJGbKoCA5HCKgXXD6FX9n0qLMbZ9guxEnnhLjEhjhMmBKVKjmTd6WC4urwl/FzH90ksv5dJLL52zbvXq1bPK3vOe9/Ce97xnzvZ+v5/77rvvtRzePx233XbbtAbt4Ycf5vjjj59RL4Sgq6uLkZERzjzzzBkxiVxcDgRyyQK5qRytvS1IkoSsSGx+ejvZyTzBqJ/2vlaa5s0dduIfCcu0KGXLCAHBqB+Pz7NPx1cLNXxBL4qqoACKqlIr1V6fwbq4/J1xc1H9E+Pz+bjjjjtmlT/00EOMjIy4GjGXAw7bshnYMMzmp7YxuGmM4c1j2JbN2PZJspM5VE3BqJn0rx2ikC4CdW1PtVT7h9PslPNlNj25nQ1PbGXDE1vZ/MwOKsXqPvURjAaolWtYpoVRM7AtG1/on2ubzuXAxd1o/SfmjDPO4Je//CVf//rXUdW/XQp33HEHy5cvJ5VKvYGjc3F57ZkaSjG6ZYJwQ4jGjjj964YoFyoU00VCsSCZyTyyBLbjUC5UKWbLTAxMYVsOkUSYnkPn4Qu8sYK/bdkMbxlnyzM7GO9P0nNIB7GmMMnhNF6/xsIj+/a6r7a+FmpVnfxUAUmWaDuoeb/QXLm47A2uBuefmAsuuIB0Os39998/XWYYBnfeeSfve9/75jzGcRy+9rWvceihh+Lz+WhpaeHDH/4w2Wx2Rru7776bM888k/b2drxeL319fXzuc5+blfbipJNOYsmSJWzYsIFVq1YRCATo6Ojgy1/+8l7P48c//jFHH300gUCAeDzOypUr+eMf/zijzb333ssJJ5xAMBgkHA5z5plnsn79+r0+h8uBQTFXRvWqBCMBDlrSTc8h82hsjxNrjlLOV6iWaxSyJSb7k4zvmGRo0yiyIuMPe0mPphlYP4xeNXCcN06bs3XNAI///jmGN49SyVfYtmaA9Y9tYXzHFJue3EExW37ZPmoVndRohmKmRNfiDpYcv5glKxbTu7QLRXVjObkcGLgCzj8xPT09HHfccfz0pz+dLrv33nvJ5/Mzgim+mA9/+MN8+tOfZsWKFdxyyy1cfPHF/OQnP+HUU0/FNM3pdrfddhuhUIhPfepT3HLLLSxfvpz/+I//mDP/WDab5bTTTmPZsmXcfPPNLF68mM985jPce++9LzuH66+/ngsvvBBN07jhhhu4/vrr6ezs5M9//vN0mx/96EeceeaZhEIhvvSlL/H//X//Hxs2bOD4449nYGBgH1bMZX/Eth2mhlMMbRqllC2hl2uYhonAwR/yMW9hO4n2BjSPRrVYxayZ+MM+DN0inyoyOZhkaNMYyZEsL/xlI2se2sDGJ7aSm8r/3QWdUq7Mpie2YdVMfEE/makcQ5vHKOWqKKqMQDC0cRTb2n3+vEqxypZndrD5qe1sfmoH29cMIskSwWgAWXZfCS4HDu4W1T4ghKBSqbzRw5gmEAi86iBz73vf+7j66qupVqv4/X5+8pOfcOKJJ9Le3j6r7SOPPML3v/99fvKTn8zQ8KxatYrTTjuNX/7yl9Pld9xxB36/f7rNRz7yET7ykY/w7W9/m89//vMz7HvGxsa4/fbbufDCCwH44Ac/SHd3N//7v//L6aefvtuxb9u2jRtuuIF3vvOd3HnnnTMezrtyyJZKJS677DL+9V//dTrUAMBFF13EokWL+OIXvzij3OXAQgjB0MYRRrdNIMsypVyJ8f4k/etHUFWFniWdNHc2Us5X0Pwe9IpeNzrWJAzdYHIgSSDqBwRbn+mnubsJhGDtw5vZ/PQOFhzeS/eh84g0hF7XeVimRS5ZYHIwRaVYxRfyEWkMkU8X2bZmAEWRaepqJNEWp1KsYhrWbjUxyZE0xXSJxs4GAFLDGZLDaYKHBl7XObi4/L1xBZx9oFKpEAq9vg+yfaFUKr3qdBLnnXcen/zkJ7nnnns47bTTuOeee/j6178+Z9tf/vKXRKNR3vrWt86wz1m+fDmhUIgHH3xwWsB5sXBTLBbRdZ0TTjiB733ve2zatIlly5ZN14dCId7//vdP/+3xeDj66KPZsWPHHsd+11134TgO//Ef/zHrl+cuwe/+++8nl8txwQUXzBizoigcc8wxPPjggy+3RC77McVcmYF1w3gDXiKJEMVsGb2i03XIPFRVQVJkLNNCUmQq+QoenwYCjIqJJATBWP2lX8xWcETdy2i8fwpJlrANi8xkHscRHHxM3z57MBm6SaVYRZIkQtHAbgUSy7TYvnaI1GiWXLJAKV/Bo9uU82Vs06b9oCYWvOkgWroS5JNFvH4Pqrb7bSZDN1G9yvQ9ovpUDN3cbXsXl/0VV8D5J6epqYlTTjmFO+64g0qlgm3bvPvd756z7datW8nn8zQ3N89ZPzU1Nf15/fr1XHPNNfz5z3+elb09n8/P+HvevHmzNFHxeJwXXnhhj2Pfvn07sixzyCGH7LbN1q1bATj55JPnrN/btB0u+x+WadG/dojBDSP4wj78YT/FTBHNqxJvjhBviZEcTlMt1vB4NboWd6B5VSRZwrEFsizT3JnAF/KxY+0wjm2THE1TzJZonteALxog0R6jkC5RLen7JOBUSzV2rB2ue2pJ0NASo31+C16fpy5kvYh8qkhqNEuiNUqsKczEwBQjW8cINwTRvBqHHrEYr1cjNZrFH/TRtbhjj4H6wrEgkwNJKoW6x5VRNZEkmUK6iD/sR/O4rwWXAwP3St4HAoEApVLpjR7GNIHAa6NSft/73se//du/MTExwemnn04sFpuzneM4NDc385Of/GTO+qamJgByuRwnnngikUiEG264gb6+Pnw+H88++yyf+cxnZtkt7C5B5a5tplfDrnP96Ec/mjOf2Yu9x1wOLDLjOfLJAi09zRQyRca2TTCyeYx4a3xaCyOEQFZkPD4Nj1+jqSMBEqRGMzS2x9F1k5HN4xQzJVq7m5BVhcnBFBKC3iVdCFugauosjYnjOAgBivI3zaJtO8iyhCRJbF87xDMPrMMwTFRNwbEdOvpaaZ6XINEeQ9NU8qkSiqogqxIIgaLWXdj9QR8dfa30Lu1E1RQ0v4fegzvweDW8AS/+l3HzbupsxNBNUiMZbNtBkiE5nCY1mibSEKZ3aSeBsH+Pfbi47A+4T/d9QJKkAzLD+Dvf+U4+/OEP8/jjj/Pzn/98t+36+vr405/+xIoVK2ZsQb2U1atXk06n+fWvf83KlSuny/v7+1/Tcff19eE4Dhs2bODwww/fbRuA5uZmTjnllNf0/C7/2FimjaKpdC5uZ2TLGOPbp2hoi9HW20J2skApU+Hwkw8l1hwhbNW3r1LjWRCCaGOEroPnIUlgVA0yk3maOhrwBX00tMbIp4oYuokjBB3zWwlE6veDEILRbZMMbhpDkqFjfguNbXHG+5OUcmU8Xg/NXQme+uNaNj29A4GgUqggyRK+gI+27ibW/XULiqLQ2B7HMm0sy0JYDrlkAdOwqZZr9Bwyj+bOBMnhNMNbh1E1lQXLul9WuIG60NW1qIO23haSw2n61w0RbQqjqgqp8Syj2yZYcETv6/31uLi87rgCjguhUIjvfOc7DAwMcNZZZ+223Xnnnce3v/1tPve5z/HFL35xRp1lWZRKJWKx2LRG5sUaGMMw+Pa3v/2ajvucc87hM5/5DDfccMOcRsaSJHHqqacSiUT44he/yKpVq9C0mer/ZDI5rXlyObDw+j1I1LeqYk0RQrEAvcu6aGiOUSlWKeerdC5s26mBgQVH9O6MCiwIxQJ4fB5qFR1Tt9CrBlOjGXwBD8GIn56DO5i3sB3Nq6F5VfrXDVMr6xRzFbasGQDbQfPU7XU0j0q5UCMY9eMPeBkfnGJo6ziFTAnFo1At69iGzei2SULRAIObxmjva6EnPg9ZkZgazpDoaMAybYRTpaWrCY9PY2TbBCNbJ4g0BKnkK2x/YYhFy3v3WvuieVQcx0GSZDze+n0RCPmoFKrT94+Ly/6MK+C4AHWvopfjxBNP5MMf/jA33ngja9as4W1vexuaprF161Z++ctfcsstt/Dud7+bN7/5zcTjcS666CIuu+wyJEniRz/60Wuy5fRi5s+fz2c/+1k+97nPccIJJ/Cud70Lr9fLU089RXt7OzfeeCORSITvfOc7XHjhhRx55JGcf/75NDU1MTQ0xO9+9ztWrFjBN7/5zdd0XC7/GMRbo3QubmdyIIVRM2loixGKBgnGAliWjT/sw/ei5JqaRyXeEp3RRy5ZwDRt5h/Rw+RAimK2hC/o5eBjF+IP+dCrBlue7aeQKeHxaTz74DqqJZ2lKxZiGTbbdkZEXvSmg3Bsh1K+QrlYoZSv1F25JQm9ZlAr6ozumKRzQSulXIX+dcPIsoQ/5EOWJPqWdtLS3YhjO5TzVbavHWJk+xQNLTF6Du4gGA0wNZKmnK/ulYBj2w7VYg3TsLFsG71qoGoK1VKNpq5GV7hxOSBwBRyXfeK73/0uy5cv53vf+x7//u//jqqq9PT08P73v58VK1YAkEgkuOeee7j88su55ppriMfjvP/97+ctb3nLa57x/YYbbqC3t5dvfOMbfPaznyUQCHDYYYdNu5xD3caovb2dm266ia985Svouk5HRwcnnHDCdE4ulwMPy7Bo6WoktPPlr6gK+WQBo2YQCPnpXjwPr79uGFwpVimkSwghCMeDhGL1rWjhCGzTxtBNBAJFVZFlGdVT11IWc2XSE1ma2hNIioTH76GYLaFXTSQJ8ukSHlXFF/DgD/pIj+cQTt1rqpgtY+/UoEiqXA++N5GloTXCxGCG1HgOj0fFE/BQylfxpUoEo36ijWEOPXb+tCt4MBrA2ZlGQpJfXjAxdJOBDSNkJws4to1jOxQyJSRZItYSpXPBbFs1F5f9EUm81j+r9wMKhQLRaJR8Pj+nF02tVqO/v5/e3l58Pjcvi8ueca+Xfyxs22F02zip4QyGYVLIlPH5NXwBL8VcmdaeJg5a+jd7lXKhytbn+illyyBBIOSnb1k30cYwhUyJ1b98nPR4loaWCJWSTiDk57i3H0m0Mcy6x7aw/rFtxJrCJNpjTPQn2bpmEE9AxajaFHNl2nubaO1uRDiCXLpE98HtFLNVXnhkE+nxLIoq4zjQ2tNEW08jmkelVtZpaIkhKzITQynae5tpbI/jC3poam/AF/BQKVYZ2zGFcASO49DQGmP+su7p7abdMbJtnIENozQ0xwDITOZo7m6krbsJf8g7wwNLrxpkJ/PYtk0wEiDW5HoduryxvNz7+8W4GhwXF5cDitRImqFNY4RjQcxClcH1wyw+uo94Swyv34teNlBe5PWUHs9SzlVo7kogSRKpsSxTwymijWEiDSEaWqPYloXm1ZjXFkeSJWoVncKWEqV8lXhblNxEgcxUgYbmMC1dDZSKNRKtYeZHfBRzZQzdQvNoHHToPI48+VDSEzmqxRoCgSwrhKIB/GEvpXwVVZWJNUVQPAqTQykmh9PEmyNIQrD+ie2EYxM0d8QJJ0J0L+7AcRxUVaGhNfaywg1Atajj8XrQvPXHv9fvQdh1zdWL0asG254fJDuVR5JlVFXhoCWdNM1reG2/sJewy/7HcRxyUwUs08YX8BBJhF/X87oceLgCjouLywFDtVRj6/MDpEYyVEs62YkcmYkcI1smpl3ABcCLFNe2ZaNoMrblYNRMbMvGtv4WyqC1pxlZlom3RDBNh7HtExQyJXJTRaKJIE3tcbLNBaaG03Qt7qC5qwkJ8Pg9lAsVpv6awbYFrV0hApEAE0NpHMeh65BWyqUq+XQR27FJT+aJJkJEG8NYps3EYJJSrobHrzE6kGJ8MIXm1WjraSTRHic5mqGhOcK8+XveUioXq9imjcfnwXEcLNumXKgSjgfRazqZyTzhhuAsw+J8qkhuqkBTRwJZliikS4z3T5Foj70uKR0cx2FyKEVyJAvCwdQtalUDSQgUTaX7kA4aWmMgBJZpU8zUc25FEqG98h57KeV8hdRYBtu0iSTCJNrjru3RAYYr4Li4uBwQ6FWDrWv6SY9kmBiYolKoEk6EUDSF0e0TRBpCRJvCzFvYPiMoX6QhxMCGUUa2bkWvGNiWRTDqn37hx5rCTA6l2L5uhGK2hCLLZKMFxgeSBNI+OvpaUDWFaGOY9t5mUhM50hM58ukS29cNk5rI07O4g0DEx6bnBhAORBJhkiNpEu0xYs0RdqwfQTjgDweo1SzSk3kCIQ+WY5OeLOLx1nCEjaqq9B7cgSxLqKqCZTroVYNcqohtOwRCPmKNf9N0jA0kGdsxhaFb1Mo1FFVGkmWK+Qr5Z/sp5cv4fB5S43n8WyboWtg6/ZJ3HAESyDvtehRNqcf3cQSGYTLWP0UxW8Yb8NDe20wo+uricqVGM/SvG8HrUynlq/SvH2Lh4b00djSQTeZ5fvUGYi1RLN2ikCkSCAdQVJlQPMiCw3sI7sP5K8UqW57dQTlfQVUVJgeT2FY3Ld2uR+WBhCvguLi4HBDkknky4zm6Du6gWtZJT9TtW3oP7URWZRwh6FnSSVvPzEjc4UQIQzfIpQpEG8M0tDRRLRnkU0UAhjaPU8xVGN4yQT5TpO/QunFyW28z6x/fxvhAEkVVSbTHQIJEW4yxHVMMbRlDkiXmzW8hmgix/qkBRvsnCcdD+IJeMlMFtm8YxRfQyKfLgEAgIakSY9uTNLZFaO1uZKw/yfhQCo9XQ1UVNj8/SKIthgD0msEjv1tDIVsiFPETTYQ56NB5NLbFKGbLjGydwOuvb0dtXzeEZVi09jRhmhaFdJGuRW10HNRS1xgNJIk1hokm6uloghE/3oCXzGQezatSKdaYt6AVSZYY3DzG5HCaQLC+BVcr6yw8ogdfwMsrJTtVwLYskDRkWcK2BKVchUqxyvhgiomBJMvfciimYTG2fYr5R/TQOC9OcjhDciS9TwJOPlWknC3T3N2EUTNIjaTZ/sIAiY4GVDeb+gGDK+C4uLjs99RTHwwxtHGUhtY44USYpo4E4ViA+Yf3YNRMfCEvHX2tM7YhbNthx9phkiNZfCEfmlcj2hjGqBkYNZPUWJZaRce2bfwhH4VMCUO3GR9IEm+JonpV+nYm27Qsixf+upVwPICuWyiqSkt3nHy6xNqndjC0aZyabtDr95LLlMhlikyMpGme10C5WEOv6JSLVfxhP6pPpVisUXh+uG4kHfTS1t1IMVNmbDBNciTLoiO7GdwyzsCmcWKNYSolHdWjMj6YJNEaxTQsLNMm3uyjmC1TKdUoZivoukUpXyU3laexo4HJ4QyGblHKlYm1Rqc9ycLxIH1LOxnvT2IZFl2L2mg/qBmjapJPFoklwnj9HkKxAMmxLJVi7RUJOLs0ZaVchcENo/hCPhzboVKoMLBxhFA0SDFdRJKglK2g+VS8QQ/jA5MUsyUKmTKSJNG5uGNG5OiXYugmju3szDdW106VCxXGtk3Ujb01hebORnqXdO02L5jL/oUr4Li4uOzXOI7D4MZR9JJOpDFEeiKLhITX58Eb8lPMVfB4Ndp6mmfZWORTRdJjWWJNEfSqAQJGtk7Q1NGArEqUilUqpRrDWydwbEG5WCG/06XashzC0QBtBzWjKDKZiQKTQymiTb31raqxHNlUidR4hoFNY6iaiiZUsskCluVQreg0tESIJULoFYNCtoRQZEJRGdmjImwHBwdJluueUragaV4D/oCXREeMUrHGjk1j1EoG0UQIy7QoF6o0NEVwHIHmVVE9KuVCFUc4pMZzVEs6QgKvV8UyHZ57ZAs9B7djGzYTg2mqVZOexW00dzTQe3A78eYowUiAQrZu72KZdt0VXZawd7qmO7aDJLHP9iv5dJHRHVOYukUw4qOUq6BqKsIRmLqJx+fBMCws0yIQDRBqCFGrGvjCXrKTecqFKvHm+lwzsQBTQynaemfnyRNCMDGYZGLHFJZlE20Mk2iN4Q/72fLMDmqlGv6In5bOBJODKWJNURo7Xl9Dape/D66Aswf+CT3oXV4B7nXyxmLqVt3mplgFZMLxIIZusmj5QTTvDFoXjASIJELUyjpCCLwBD7IsY5s2klTfRhrdPkU+UwRH0DivgWK2QnI4zcan+inmy0QbQoRjYcqFKoGwl67F7UDdzdwX8JBN5VG9Kh6vyuRIBkWVSY7nKBYNGlqiaB4N07CYGs0gHNB8Gu1djUiqjOpT8fg94AgUTUHTVGzFIRBSUFV5Z9oJBVVViCRCyIrM8LYJZFlBUWVGtk8RCPuIN0WINUfqdjOSRKwpQno8W896LiRqNRPSZWKJIG0HNZFLFrENm/GhNKVSlYEt4/hDPmzbId4UIRj1s2P9CNlUEYREKOqn79AOmuc1MLJtgkqhim3bNHU0EI7v/RZRuVBl+9phjJqJ1+9hx7phshMF2vqa6/m3ZInhrRNkp/KYpoU/5MfUTQrZEsGwH2ELamUdvWrgD/kppItsfHIbAPGW6AxNUj5ZYGDdSD0WUcDL1FAKSZY5aGkX4zumCAR9NM5rIN4aIz2awXQzqx8wuALOHGiahiRJlMvlPeZccnEBKJfrKvKXpoFw+ftQKVaYGk5jVA3CiTBG2SQYDdJzSOd0ZGLbshnYMEp6LIMA4s1Rug/uwBeo26fYpkNbbz0FQlN7A/6Ilxf+sgVJlvGHPOg1ffpFLoDDVx7MsuMXkRrLMrJtikqxRkNT/cU6tGUSvarj8XuY19fM5jWDeH1efCEvkyMZyiW9ntMqHkLyKGSTRbKpMvG2GL6Al2qxhmE4BMI+uha3oXk1tj4/TD5bIRgJ0N7bRCDkwxfw0tgapVyokRzLUC3rHHtKF23djQxtm2JiJI1t2QhFwhP0csjRfWx+dgDLtjEth8b2MB6fBxuYmsgDAuHAtnXDGDWDhYd1kZnIk00WaWiOIisSmck8E0Npuhe1IisylmHhC3ppaInuMYP57O+sSrVUo3legnKhWrcX2j5BqVCh55B2/CE/5VwZhEQxV4/8rHo8zD9sHpIkISTwh/2097WAgI1P7QAkNJ9GQ3OUBUf0TBuS18o6wrGngzeGYyFK2RIHLelk4fKDSA6niCTC1Mo6kizhfRV2RC7/WLgCzhwoikI0GiWZTKLrOpFIBFVVXRdCl2mEEFiWRaFQoFAozMjB5fL3pVY28If91CoGk0MpHMch0hAivNNYFiA5kmF0+wTRRBhJkpgYTOENeOhc0EbPIfMY3TaBZTl0LWqjraeJ+376KNteGEb11DN4J9obaO5soKk9jl416VrQhiRJNHU0EG0MY5s2mldleOsEj9+/FgmZQNRHvDHM6ECKWjVPLl2ikCvT1tPEwW/qxbEdJoYzmJZAC3ip6TaWXUOvmqiKjKRbrH9miEhjmGhTlHAiTGNnAo/fSyZVRvNqdDRHyKWK+EJe2jobWPrmBWSSRcYGkoRjATw+janRLJMjObx+D9HmCFMjGUxDxx/2E44HWPtEP6Zuoagysqag1yyyqXrqidREjuREnlymjKoq+PweMski1aqJUTPw+jwk2uJ7FX/nxexyM7csm8mhFNWKQdeiDlRNZnjLBIm2GLYDjfPiyLJMIV3CNEw8Pi+qptDS1URqLMvghlEcIfD6NboWt9M8r4HkSJZcqkjzvARQ9/4Sop6TTNVUauUaKDJbn+unmClTqxrkkgW8fg9diztmpetw2X9xBZzd0Nrait/vZ2pqikKh8EYPx+UfFEVRaGtrIxp1H4pvFLblUM7XM3J7/V6qpRqqzzPD4LRcrKJ5tOmtC1/AQylboVYxCIT9LD6qr66F86psfX6IsR1JgiEvseYYQ1vH6F8/gmGYFLNV2nub8Pg1HMchNZ4nny6hqDJN7TG6FrWTmiwwNZYlOZZj++YJUhM5DNtB83sIRIPEmqOUCjWKhSrZTBl/wINtOageFb1mUSnrNHXEWbC0k+HtSQqZMs2tMeYd1IxAEG2sb5MpioxRswiE/DQ0RUi0x9n0/DBTEzkyE3kiDSEkScIX9JLPllAKdZfqStWiWq4SbY7Q0ZVgdDCLrhtIkky1ZlKp6Cw4rJNwPMC2DWNkpgpEG0JYpk2lVKO5I0ZjW5xg2E8pX6F/8ziLD+/GszNwoOM4FLIVHNup57cq61QrOn6/l0RrFFVT6olHQz6GtowzOZxC82jMW9BCrDHMxEAST8DDyPZJMpP5+rmifvJJi1KxSveCNvSqgeM4ZJJg1Uxau5uINUfJTBQY75/CH/ISigYIhP3EW6I0dSZIjWYQjkBWFKyaQXYijzfgRfOoRJvC9B3WjT/kauwPJFwBZzdIkkQsFiMajWLbNpZlvdFDcvkHQ1VVFEVxNXtvMPVUBwKPR0XxqHj8KrIiTdt3QF2gMQ0L23KQZKn+ghSw/oltWJZdzxC+uB2v30O1rBMI17eAcqkiesXANG3ae5qIJMLousm2tcM0dzYwuGUCRVGwLYt8psTCw7o46JAOnnl4C0PbpghGvFgCDN1G1VQM02F0MEUw59+pqVFITpWo1SwwbBRZwhKCatWkXDFAkXBkiWSyQCgWILAzOajXp9HWlSAQ8OIIB1mRGdvpDaVqCvlshYGtEzQ0R9ixcQzDEejVGql0Ca/fgz8cIJMuEwz7UHwqhYpJraKjqjKRiJ9wY4jN60YZHU7XIxc7As2jIByBJMnEd8baiTWGyaeL6DUDj1fFth2Gtk4wOZLFthyyyTyqRyWWCGFbNsV8hfaeRoa2TJBNlchnK9hCIhoNEE2EMXQLy3GopEpoHo1aqcbo9imQHPxBH7mpAqVcmYbmCJIEsYYITR1xFE1hbPsEYzum8Ad85FJFtj8/yIIje/EFvPQd1k1TR6LunVWsMrRpdDqwXz01hoH8MhpYIQSFdBFTt/D4NDey8n6AK+C8DJIkoaoqquoulYvLPyLegKeew8mrIURd4NE8dW+cXTR1JChmK2QncgjYqS0xCMeCBML1F+LQ5nEWLe8lFPGDJFHKV0lN5UknS4SifjLpMpWKharJbHp+kHy2TCgaILIzxcHUSJbJ0SyFXIXUVB5v0IOkqtg2+HcG4HOQmRzNUKnoWFY9Qm+tZlAzLSzLQVYkbNMhnS4RTxfIpsqYO+1cNq0bpaEpTPO8GJFYgIamCNGG+rlTkwUqZYPmtrqbt2VYDO9Ikp4q4A14aGiJ8ewT26iUdFra4wSCXrZuGWfrljEK2RrFso4jBB5No7GzkY1rRxkezpGayBEK+3jTcfOJxIJMjWUwKibbNo3V3buFRCwRRFUVCrkK29aNsG3DGC0dcaLxAP2bxgjH/MQbw9iOs1OzlWV4+9TObTHQ9br3V3oyjz/gIRDyEYoqhONBkqMZRrZO4Niw+E19ZJMFHr77GSrFKpF4gPnLejj0zQsxaibPPbiehuYoXYvbCcXqxxazZXwBL4qqTG89mQPmtFYpEPRhWTayLO0xUakQgpGt44xuncC26sJq1+J22g5q2evrVAjxIiN37x5d2l1eG9y3touLy35NMBIg0d5AMVsmEPRQLtZoao7i8f/NLsTj05i/rIuRkJfJwTTlUo1itkxTewOKKhOOBaiWa1iGRffBbcSbozz/2BZqJYPG9hiypjK4eZxYU5iGlijReJDMVIFA2I9hWNiWTalUpX/zBGPDKXTDQUIQ9qnoulXfrvGoNHfEMAxzZ6wdk0yqgCNJmLZAVhU0j4zmARuYnCiBANWvEgz78fk9VPW6ZufwY+ZPCzcAsiIhsTPthKrUt5QsB9OyQVEYWjOIaQlKRR1pKk9DSwRh2+g1C0VT0YJefF4PqkdmcqqIYZocfsx8DlrcxvYNo6xbM8ghS7to6YgzNpxhdCCFpspYpkMkHsA0bLZtHGVqIo9eNUhO5DENC49XxbGhVjPITJVY//QOatUatbJFIKjR0dtMU3scIQQdfc20dTXWt6am8rR2NRKOBTB0E1mW8Qd9bHy6H+EI4q1RGpqi5JJFXnhkM8eecTiqV8OsmaTGcsi7ER6yk3mGt06Sncoxtm2C5s4EkcYI3Yd07NGOqJyvMLZtEn/Ehz/oo5yvMLptklhLFH/w5dNE2LbD8KZRpoZTCFHXfPUs6ZrWMLq8PrgCjouLy36N1++hb2kXY/1T6BWdRHsDbb3Ns/IlVcsG6Yk8yPVticxEjuHtk/QsaqNSrOEP+XAch/51E9hCMG9+C44j6Oht5uHfrSE1mSebKpNLl1lyTB+qR2Xz2uF6gD1VwXEETW11d/DGtihjgykmRvM4toMv5scRNtlUhUDED1L9pa+bNpJHxSMJfD4NSZKRZLAMQTgRpFLSMUwbW5HxNwRRdIOKbpLNVxibyqMoMq2tUSLRAImWCKnJur1gMlkgW6qST1eYHM9imQI1oIFXoaybmGM5YokgjgBdN9G8Gh6vSi5XRghBQ2MY07AoCVHfilFlGlojxBpC5PM1DjumD8dyQBI4AjKpAtWyQdu8BmplHUO3KOYqCCHIpYs89ucsQ1sn0SsmsaYwuVSRQk4mmyrT0Byms68FVVPxh3w0tETJTObJJvMYOwMm2pbF5GiGaqWGJENLR4JA1E+lWCObKtK/fgSop+uYGEqRHMtw8PJeAhE/2ak8tuWgKDIDG0cRjs3BR81nYjCJaVh0LW6n/WU0MZZpY5kWvkA9e7Uv6CWfLGKb9l5do+mxDKNbJwg31F38p0bSeHweepd27evl7rIPuAKOi4vLfonjONNCTDAaYMHhPehVg+xUgamRDIGQr56Fe6eNVKVQpbbTRdvxQKwlyuRgiqmRNLl0mcb2OKnJPJIio2gKHp+XUq7C8LZJahWTUDRIIOJHSBLPPbqNQ5d3U61a6DWTxtYokiQYHsogyxKmZSOpGoatowY8FKsmuf40AolEc5h0toKmKjR3NjAxlqeWs6npNt6ggqlbCEegGzaegEYtYzI5mcMX0OjoTJBMlXjs8W0sXNSGcATFYo1Fi9roW9RGQ2OI0dEsL2wexRFQsy0mJvNIAjwBLwQ0DNPCQVCsWUgSFItVFEnGcZy6cW4kSCjoIZ+vkMmWqNVs/BEf2tP9tLVFySdLBEJeAkEvkbAfZVeQPyFQvSrRRIiR/uRO4bCJbRvHGB/IIZAIN9Q9u3K5MuV8FVVVmRzPodfqNk4NLVEaWqLMP6yLicEUw9unCEX91Co6Q5vHKOUqaF4NJKgUa+hlA3+Ph1pJp29pF6VsmVKhQjFXprmzkfEdUyRH0gghcBxBtazTOb8FRVXoPngeyZE0oWjwZe3ofEEvgbCf5EiWcq5EPlWicV4czbd7rY9eNXbm/1KolmpIct3gGyAQ8lPMlV6jO8Fld7gCjouLy36FXjUY2TZBMVvB41Np62lC9arkkyUGN49RLdUwTRtZklh0ZA89B3cA9UxPU6NZqtV6GoZqWcd2bGRZJtIQplY1eOLBjRx+7Hzm9TYxLqeoFGtUSjV8QQ+RxgiqplDKVyjkytQMh3hzlIbGEFMTeSo1g6H+JE0d8XpsHcfGtASBmI9oPMjYcHZncsgQvpCXsfEcNd1CB+SAiq07mLaD5FHQVAXFrxKP1tM+2JJE1XYoGialmkFtKk80EcTn1chkSkiKxBHLumlqjdE/lCGdqxCNBZA9KkrAS7FYoViq4FFkcGSqto1ZM5AkB1MIhOzgCflIxIL0LWjDEYKNa0fQq/UUFw2JIMl0kclkAckSREI+LNMiFPKyYuXBNLfFGB/J8Mxj27AMGwH0HtxEPBEmPJmnqS1KIVuhXKySH05jmTaRhmBdQJUkdNPEMEwGtkyweFkXidYYjiPIZ8ok2mIARBvDbFsziCTLDG+bxB/00bWgle6DOzCrJrZtk2iPEU4ECWUDWLbD1HCaWFMEzaMyNZymmCqQbwgRb6p7omm+ehykl8MX8DJvUTu///4DDG8eQ9EUirkibb0tHHz0/FntC5kS/WsHKecq9QCNHhXbrEdllhWZWrlGpHFmYs/sZI5itoyiyjS0xl9RhnSXmbgCjouLy36D4zgMbh4jOZLBF/Cybe04T/15PR6PhqzI5FJFQGBZDkbVZHTHJO+4ZBWNHXE0j0apVCU5msWyHWzLplKo0bW4DV/Iy/COJCM7kjiOw+nnH8e8+a1oXg+N7TGefWQz+UwVX8hLJlXEF/SRy5Tq9jXCIZ0sgAShqJ9irkquUKZUqhuy5qr1rSjTsvF4ZLLFCn6/h4pu0dAYImTaSCUwVQev34NuWghZoljWkVUF26NgSA55Q6c8nkURgubGKNsHkvVzBjyMjGeJxYPM722mVNHRDQu/10PNtDA0MFUJn6YhHIHXJ+OY9TQLuiMQAZVoyIcn4MXxa5QME0VTCDYG8dkOHk2jraOBTLbE6Giu7votbMqlGmpWIbZtHNmrMDpZIFfWicYCzOtsQCgymzaMsmHtCNl0GVUBvaTXXfoliXhTBEcIQEIImXAsSKVUQ6+ZqFp9yw/q2cyFEFQrBv5IkBVH9zHenyKXKtDa00itUhdYDd2inK8AEq3dCXwBDyDQPPXXXLghVI9SLATJ0SyOZRNJhMin60lVX5qs07ZsahUDRZXr8YQGk5RzFQ45dgGheIjUaJr1f91Mz6HzZtjhOE7d3qZcqJLoaMCoGmSn8gTCPrKTeYSou/q39/1tWyw5kmbH84NYlo1jO6THsiw48iBXyHmVuAKOi4vLPzzlQoVCpoxRM5kaSqH5PIztSDKwaZSpkSyRWIBEWwy9ojM+lKaxLYYv6GVqNMfzj23hpHPeRGoiRyFbqb8ow36C4QCZqSI7No5hWWPUajq1qsFof5rH/7yBgw/vYv7SDvoOmYcsSfz1/nXk00WiiRCegIdazaRYyjM2lCGdK6F5NQzDQoi6Z5BtWzgSCMtmcrKIbpmIkkKkZuL1aTiAqsoonrqRb61Uw5QEklfGRCBZglSpjINErCGIqchMpnIEvBqaT6OaKRD0a4QOaqalKUoqU6KjLUZzc5h4PMj4ZI5MsUo05EOWJVSvQrlmYJg2li2wJAfZo4IQSF6FSEOASMiPFvYyrzVKOOxjaChDuVhlbCJLqWyQyZeJRwP4Ah4Uj4pl2jz7wiAbN40R9Kq0dcSRFYmaYTE+nuWFpwaYGsuhqOCYAo9HIdwUxqiYdVugqolpWISjfvSagc/vQdUUirkKes3EFoL0RI5yqcaWNUPEmyOomkpjW4xKsUZjewPRRJip0TSJ5sh0ROV4S5RyroLqUSlkSnh9HgqZIm0HtdC5sJX0eI7hLWMUcxWKuQrBsJ/5h/cQ3ukRVy3V6F83RDFbAQS2ZTO2Y5KpkRSWZeH1ebFME83nwaiZdcPjQoVipky5UGFqKEmkKYok1SMjK6pMx/w2AhE/jiMIRvzTkZaFEEz0TyEpMk2tMYQQTA2nyCULroDzKnEFHBcXl39oirky254fpFKoYpoWW9cMISsyo9sn0Wvm9C/9YraMbphUyzUUVUaRZRpaImSTBfo3TzC6Y4rJsSxToznizWE8Hg3DsCmVDHK5CsJxCEX89WB4pRqtnQ0cdHAHmkflsOPmUzVM/nr/BizLoVI18QU8RBs8JFMFakkbLeBB1lSy2RKSBI4qoagKpgU1w8CRJSJ+jWgsgIOgYpgULJOK5FDQdarCQlQshAJCkVB35p7y+zXKkoOo1hCSjCVJCI9CoVDGH/Iie1UmciWaovWXc1tbjCVLOhkdz6BM5dEtm2LOIVfRqdkmhmVhKg6ypmDVdBQk/Hgp63p9zKZGwTSRghqRBj+5XJnRyTyWEBhAxbJQqgbCgbJhYgHFsk57U5RUukh7R5yx8SyjAxkkTaajp4FiQSeVKuLze2jqamB0e4pauYamKvg0BTSFQq7KQYvbGRtMsf7ZQfSajiTL+DwKxUyFYNiH3+9hfDCFUTVQPQqyIiPtzAouyTINbTFiTREURSaSCNG1qJ1tawbJZ4o0tsXpXtyOL+hlvD8JQEtnPdpxcjRDejxLOB5ECMHQplGyUwXiTREmBpIMbBim7aAWJEVi63MDeH0ejKpJU1eciYEpALY/P8Do1npm8nyqQLQxytLjF6FqKrKi4Av5iDZG5rzGHdtBUev2ZJIkIQkQjvM63lX/HLgCjouLy2tGIVOiWqyCVPdu0jwa/rBvlkfTvpAaredZau5spFyoolcNbMvGNC3MnR5AtuOQTZVItEXx+TzgQCgWwLZtPD6VsYEpSmUddaeB6vDWKRSviqYpeEPenWH8NRxJolyukUzKjI8XcCSZzt4mJCEhJJlALECxUMWoGGDYdPfFKOp1t29FAklzEHkJCweQcYTAUiU01YvXr9LaEiMc9pLOVVD9KjXLomyY1BBIHgVLONhC4NFkZK+KKTlgWWA7BLwaXr+GsG2G0jlsWZC1dbLVKtWaQXtzBJ9Xw+NRaeuOoys2SaPKxv5xJiplLMtGC6iYmoRjSUgKCCFhI1FzbKqOjW7WqJUctm/IIkkSHkUm0h4kKqnIQLlcI50uka9WMS2Hqm7hsx0cyyEWDyFJsGHzGKbhoDsWoagfVVbIFw0sIciXa6jJIjqCcGOEBQub0Q2bfKaM6lPRPCp/vX8d1YpBKOKnXKxRLQmaWyPEm8OMD6TIZ8s4tkOiOYwsS6x7Yhtbnh8i1hRmfCDJ4uW9HLK8F4FgeOsEA1snsAwT2xZ0LqoLOI5to6p/C+ynKDK2VRcodm1dhqIBNG996xNZJhDx09AWZ6I/iVEz6T6kg+bOBEMbR6kWamTH85i6RbwthizLlPMVtj7XT++hnXQubCPWNLdwI0kSDe1xBteP4Nh1bZEv5CMUD83Z3mXvcQUcFxeX14TUaIb+tUOUC1WmhlMoqkxbbwstPY10Hzxvn5IxvhjLdKZfRpZpE4oG8Ef86LpFtZIhlylRLNTwBTXC8XaWv2UJRs2opykIeQnFwvRvmWRw6wQjAymy6Xp8mWjYV48VU6qhej04jkOtpFOpGGh+L6Gwj9GhDI/9ZTOyqjDUn6S1LUZTW4zhgSTJybpdhT/krQdviwWo5CsYksCRZBAOtikheyQCAS/NTdG6nVChSrlqsHBBK4GIl62DSUaTBYIBD1OZMo5hoguBIyzQVCQBtmOjmw4eWa5vYQmbUNBLRbbZMJakLR4ibdZ4ascw5ZpBxTDJCoOqH9JCx5QEskdG8shYSESCflRFoWgZWMJGeBT0kEyhWkMqGFQqOjgSfo+Gz6OQCPpZ2tVOdcwmVa1imQ6mYaFIEol4AEVTGBhJEfF7WdjbTEtLlMHBKdLjRTyKoFw10A0LxaNSqhrohoFh2UgDUzQ3xogkghiWTf/WCfLZKvN6G1EUGVVVGN42iW3Ut4EUr4Zd0mnpSrDs2D6Gt0zQv3GUxvYo7T0tlPJltjw7QEdvE5mJHGsf20qsMYynIcTItkk0r8oJ73gT0aYIydEMhXQRIcBxBNHGukChqApev0YhU8If8iEpEsJ2MGoWjmnjC3iJt8SINUZQVBXHdqiWawghsC2HUDxIyswgawq25dA4L0HHztxlu6O9rxVFkcmM51A0hdaeJiINroDzanEFHBcXl1eNbTuMbptAkutxXITjUMrVyE4VyEzm0Tweuha3v6K+Y41hUmMZcqkiA5tG2LZuGId6XJtKqYqqKSTaonQtbKPv0Hk0dyaQJaiUDWo1g+R4Act22L5xjGK+hrnTiLZSM2loilAu6SheAaYMsoQiSzS0RPD6NIaGkowMpensbaJcrjE8nOao4+bTu6AVRVVAlujtbmJ0NMdEskDNsNA0DdmvIjwyiiphGTbBSJDmjhjFfJVy0UD2KeBXGMoWSVZrlIRJzQZDc7AlBU0CSwHZEcQbQ2TNKlXdRvJJVC0LZGjwBxE+meFckapmc5ijs27TJAPJDD1NcUpVg4l8gYxsooQEtimQTR1HOFgyeAIy1GRUSUIOqUyUS+imiebUNUeOYxPQNAI+jbFskUKlH2E6VDWBN6jhs1Qsy2GyUkFDoVzTMXCI1CqECdLQGsUR4JQNPH6NUDQAOBi6iW46eD0SpYqJt1Slp7kZj18jm6tgWCaTY1kaW6KUilU8AQ+OAKNqonkUEm0x4o1ROnpbkCSZgS2TtHUndhoTB8hMFbAMi8xkHlmSCMeD5FJF8ukiTz+wDklA47yGnUbHNh6PQtfiDhJtcaCuUZm3sI3ta4dIjmaQFZm+ZV1UClWqJWOnXYyglK8iKzLBaJBEe5xipoRe0xnelCczmcfr92FUDZ750ws4tk3fsp7dajIVRaa9r5X2vtZXdI+4zI0r4Li4uLxqbMvGNm08fo3UmI5jCzITORwHhHDY8ux2Gtqi5JIFCqkSmk+jtbtp2qjzpTiOw451I0wMppBVGV/Aw8anB9j49A5KpSrFXJVitoqsyfiDXoRc32KQVZkdG8eoVAz0mkVyIksoEiCdLKDrFv6QB6+pIiQJkAjH/CgehUy2Uo8gbDsomopAYsPaYUaGMvUgek0Reue3sHXTBAP9yXpYf7/KaL6CrEjIcQ+asAn7NDKFMqWKjqVbeIWKJRwKlkGmUiVlVkjLNYpmjYGNRTRJweNIyJqMYVmggJBAyPVErkGfl/aOBox0BluqMa81Tk6vkayWmXIqyDWJMiaWIXhg2w7SlSoThSJbihksRyAZNo7kABKW6iADAY8HzSdTxsL0CiRJIm3WqAkTRQLHsakaFhKgWyZVR8O0bYo1Hb+sYskgyQ6yVI+zU3NMEr4Ask+h4BisG5xkPF/Er6r0NMc5++1H8vt71rCjP0kmVQJJIBQJf9CH16eh+jRKVZ0Na0dxHEElX6N/R4rG8RztHXEWLp3HaH8SvWZiGRaNLRECER+OEETiQcJxP/lUkVA0QHqqQDgaqOftCvsRCCaHUuTTZdKTOVRFYdu6Ifo3jOD1e+le3E73wb0kWmMzrr9IIszBR8+nWqzbc/kjfp5fvYFY8zjRpjDpsSyWYRKMhehZMo/WnuZ6oMjHBBse24qqqUiyIN4UpVKosunJbYSiwX1K7eDy6nEFHBcXl1eN5lEJN4aZHJiq2z5sG8fj9dDQGkWvGFRLNTY+uR29auLfmcSyXKiy6MjeOT1FNj8zwJMPrAMhsCwLS7ewBMheFUXXqFTyCAUsyyY1USA1VWLHhjG2bx6nvbeZls5GbMtmfDBNU7tDKFr3WtE8Kh6vQrlQw7EcgiE/kaYwpiRTq+qEAx7Kps3WwRR5w6x78zRZNFfiROIBIvEAhrBxgFRJJzeRwbBsyhUDn0dBNxxSlSp61awn9VQcLBxKFZvsuI6tyejCpiYEwnaQFYeIx0NbU4x8tUZWryHL4FU1gpoHVZKQvDKWLPCENaSYglGEvGXiOCYxjxe8EjXFZlM6hS45VNEp6jogcBwJ1Sdj6ybyzgjOclTB9slk8hUQEFI9dddy4SAJ0ATY9bh9TBpVSrKJosl4ZYWyaVJ1TDAcfKgYtoUqyeCXUG0Vo+ZQ1U3G00VkRSJf1bEfk7BkG0uGhqYgum6BJOENeQmH/PgDXgzDZiqdR5Jlenoa8fg92KbF4sO7CAW9DG6ZRFEUfAGNydEcjS0xfD4Nn0/jkOUHsfm5QXLpEpFYkOUnLiYQ8tNzcDuTI2meW70Bo2bi8Wo0tsZIjmTxh3w0tnkoZsv0bxjFF/ASjMzMJO4LeKezzzuOg2VYRBNhPD4PTe1xkiMZDj66j3nz2wDoXFjPTRVvjjK8ZQy9YtDclSA7nsPr95IcydDa2+wm5/074go4Li4urxpJkuhaVN+CkndGh1V3uhEn2uNIikQ+WSTR3oCiSCiaTCFdZGjLGMNbJylmyyTaoiw7fjHRRJgtzw+ieVRaOhNYlsVTf1qHrKr11AW1unuxqqmUajqOI9AUcCQY3pHEH/ZzyJsOIpcuEYoGyaSLRB0bVZOpVnQU1Q+yxLz5TZx90XGse2GUVKGG7FMp1wyqO3MoBaM+aqbF2FSeiT+vJxDw0NIRx/IqJDMVJtM5HAGWLdAti3JVR7csdCGwZAehyMjCQZHAVhyqjgOOjCUAGUBCkqHkGEwUi1gKqF4FBOiqg+p3qDmwtZJBC6uUajW2ZuqRklElbByqSn2shmNTMQxsDXTFwhIOQpaQFQhIGrIqY1kOjmRR8IAjDMqaibAFBcdAIEAGSZEwBQgNJFvCkiVMyUKVQFLAtgWSDIoNQnFQgyoBr4apSciSwJEENWHhWAKz6lCoVZl6qkxAU5Fth0TAT9Dnq0dSrtaoWhZRyyIS8lHWLcIhL1OpYt0LzXQwBSSnipRrJvlsGVVRaGoO4Qt7qVQMfD6NRFuceSUdy3KY19tEe08jxVwZxxEsPW4huWSRzGSOYq5CIVsmlyoigHK+TO8hHRhVg1pFnyXgvBjHduoan4M76gEiTRtfyE/H/JlbSqqqMH9ZD9mJHNmJPNnxHKFYiEAkUM8X5go3f1dcAcfFxeU1wev3MH9ZNz2HzKOpq5GBtUP4Q35Uj4pwHIq5Ev0bh8CRcISgkq/Qv2mcUr4CQrD5uX7GB1K8/YMnIQTTCRMVWQbqKoVYPMxEpZ752rQsVEVBCaj4fBrRRJRMssjkWIFyoYqiSBQLFVSvRnNHI+WySSZVItEUoqk1xoIlHZRrNiXdwnIcaqZNuWoiJNB8GqlcBd22sVQJIQtkGXYkszhT4PGoVGsmkiShaSq241C1DHQZbBmEVB+zQ/1v2SswJAUcgYOEQn1KpiRAgpzQUZARioSQwJbrApHik/B5Bb0NMWoFQbFcwqPJeP0qulWjrBmUFRPHclBRsB0Hy6nniEJ2cByJijDwKAoeTcZQbQzFxsLG8Qqw6poaSZHAKyFsAUJCEQoSAlmAIwtMIVAcGdlbXwvLAIGNV5WQvAqm7eBYNobtULVtxM5E7ropkCULj0chGvaRMywCUT9xv49stojk1LeraubO76BqomkqxWIFGZktW8epZSpMTeWJJ8IU8lX6+1PEG6NUSwYgMGomiipTzFaYGsuxZe0I/oCKadgUM2W8IR9KRiM9UUCVJXw+DzISplFfJ1lWUDVlzmt6F6qmEmkMUSrUU3pUSzoCMSs4IECiPc5hJx6CrCroFZ1A1I+iKjR3Nc3Rs8vriSvguLi4vGZIUn0bpPfgDjwejexkDkmWyKWKbHx6gKFNYyTaYnTOb6FUqJEaz9A0rxFZlojEQ2xfO8S2F4boPaSdZx/cyMRQClO3aO1KIHZqPAJhD6oik0lVKJerOLbAE/BRrRpoPo1oIshzT2xHrxnkiwYRj8LoSAY5oNHa18QRRx1EU2uUTKbMIw9vJp0tky5WqRZrGJaDrMlkSlW8poXHq6DjEIuF8Pu9pPMlbNtBUmR0x8Y0HDxW/eXsqDKWJnB2ymPOi3+tyxKIujCBXN8CQgJHkXA0geETSKqNrNUFHGEJbMlC0SQsRbChmATJoeDV0TQJZAnbdJAlCVlyEB4QOGAKQCDUnf/vHI+lmqiaQNJsDBOEoeHIOzUKFghZIPw2kiOBJWHrAkVSEDvH7DggSQ5YEo5W15bZjowp22iKQYPPT3M8xI7+TF0WlUCSwLbAchz8Ho221ijjyQKpaoWWUIh5XQ3Ewn4ymRK1skFTaxQ9XyOTLlIo1Yg3hNi8ZQLFFnQ0R7EsGxyHYr6CL+Ih1hDkhaf78agywZCPYq4u4NQqNZavWIQ/qLFtNEvv4jYWHdmDUTNQVYVoY4h8qgA2GDWb3kNb98pjqXNhG+VChS3P9FMt1eiY30oxUyIUC8wyHm4/qIVoIkx6IotjOYQbQjS0xrBth1q5hiRJdQ+tndeIEMLV7rwOuAKOi4vLa46qqXQvbqdzYSsbn9rOs6s3YOomkYYgtYpOqVjD49dIT+UxTZv27ua6fYzPQyFd4phTlyIrMmPbp1C9CguW9ZCdKrD+mX58IT/NvU1U8lUmhrMMbJ1ENyw8ssShy3s4+uSDefLhLQhVISzVIwWXajqm7qCoJjsGkjy/doRUukC+VMPjVYk2BDEtG9uyUTUVRzhUDIOaoyD8GoWaXt/ykWUM26aChTfgQcLEVsHxyaDICNPCFgJJlhAyWNS3e2QZJKgLJAIcSWArde2I4wXLC8IBxarLQo4CwufgqFBER5MlFEnCFjtjtTgOjgyKKqF5HGTZwbFlhCIjOTZCrmuGJBxkSaD5LSSvjQJ4VQkLgWWoOFo9FxTKTpWLTf2toAhso26MIzk75TMZrJ0Cj+Spe8oJR8aUBUmnzGi5gOVzsOW6AgkbZAGK7dS33UwbWZWRZciZOslciVChTCzoI9oQojEaJKllyY/qNLZE6OxKkMtUKBTLNEsCochUDQsUpa65UxV8AQ+ZyTy2aRNLhMhnSkiSl0K+gscbweNV0WsGrZ0NtPU0UciU6VrQRqkxSqQxROeCVjSvSj5dIhQN7FGTUynWmBxMkZ0sEAh7qZZr7Fg3jObTaJ6XmNU+GA3M0PAYNYP+dcPkpvJIkkRTZ4L2vhYmBlPkJnOoHpX2g1qIt8Reo7vQxRVwXFxcXjdqFYPHfr+GgfWj+EI+TN2kpTNOLlUg0RqnrauJiZEMA5tHiTSE6FrURjgexKjZNM9L0NLZiOZTqZUNqjULRVPxBVUkSWLBoZ2c3tvE80/sYP0z/TS1xTj6pMVk0mWCET+JjhjJySLFQpV8rgyKjCwrrNs4hm5YBEM+fCEvetVEsQVClnBkGdWrYgq7/nL3KxiWRSWvU9ZNLOFgCQev4sHCQYko4JcJKAoxTaF/KotwJBwVHKjb2mj1z6qvLrhICkiajCFsLMlBaA5IMsKu281IEqBKWB4JrwKSYiE8DrYmCCoOklJ3+dZNkJBQvCA5DorPwqOZSI6gXPMghITfa6OqNrYsI3CQJAnHBkuxsQwT01AxVQVHkpCFzE4xB1mrq2BkAyRZwqMqmI6NBcgWKLIEssASDjnJQNgCSUjIXupzcASSA7YCSgWytSrkJRrDQZpiIdLpIrlcBd0wkQF/o4esWWOoUCZVqWLJAn+2TFtrrJ6lfThDKOijXDEwDYvnnx/EsGxKhRrVqkE+U6HVsvEHvSiyvDMApIqiyugVg3KhSqQhTGNbjGA0QEtXgmhjmJFtdfsvSYJES4yeQzrweGdnCHcch+Et4xTSJRo748iyTGYsh3AEpVx5TgHnpYxtnyQ5nCbeGsWxHca2TZKdzFMpVPCH/VRLOtuLgyw6SiXsBvl7TXAFHBcXl9eNJ/+0lvVPbKNcrKH5NcyaycCmcVq7GmnpbGTpikVseGI740NTtPU20XNIPSDgmke3YJs2tu1QyFUJRfxMjGTweFW6F7YSiQcZHUwztCNJpDHMIW86iORknh2bJ6hWDSRZwjRtdMsmX6oxuTNSrupXsZ26DY0noJHKlHBsB1sSVBWBJYGhgS7AkgWKcHAkgeJVUL0yuiWoORaWLGMpYEs2GBCPBfD7FeSgjGM4dcFGor6do+7crlHrtjWWTyCrYIi6nUzd4NgBr8CR6u7XyBLINqbXQfU4SIqNojgIxcGrOjiahGQoOLaEQMLnNfFoBh7NwqeYNIXLKIqNbqnotoqQFWzbQUgKtiyQFAdVBY9mYToyFV0DR0GVAUlGU2QkEySh4OAgDBmPo4FsY1v1LRVHgG2DkOrzUWwwZYGkgCJTFxAVMP0CU0DW0ZFsCY+lkTMNTG/d+06JqAynC3gUhaplYzgOqVIVzaOieVW6upswKwaWYROI+MilS2zdNM7gjiQtLVF657eQHM1RKNaYv6iNbLKIoso4tsOhR/XiD3gRAub1tdDcEa/HLwK2rx2uG7e3xhGOw9RYlnBDiLbuxlnXsW05mLpJIOJndPsUpmmRmyqQzxTpXNi2V/dCKVfGF/Kh7RKgpBITgynaepqmNT1TwynK+Yor4LxGuAKOi4vL68Lax7fw8G+eopirYFk2I1snUD0qscYIh52wmER7nERrlOWrDmZoS5xIIkStZvHMI1uxDJO27kZsRzC0bZK+QzsIRnwUshWmxrKEogFqFYNK1aRvcSstbTFC0QBbNo6iC5uKbjIxmCKTK1OtGVRtG5+Q0WQFQ69Rq5l4wx5My6ZsWejYOBKYkkOpVkVS6lqLYNhLQdcRkoQU0lBsiWpNRwgTxZGwHZA0yOs6GbOKLgvw1O1oJAVkBRxFYCoCodWFJksD1UNduJFEXb0jOfWnsahvLckeG0exkT0gKw6KLJBkgSQ7IFmosoLsA49s4JV1NFWgKQYSMh7FqvchQdBj4NiQN/yYUn3rzZFkgqqBJlnglzGFgmFoVCwPpqUgSQqq6mA7AsfyItkKuibANMCj4FhgG3VDG9mQwKnbGwkEkrbTZkdIIAkUJCxHoqSahBSZ0WKJyUIZzapv93lVjUzFIJsr0Rj0UzGNutGyYaHbNtWaSVNLGEVITCULiGLdBT7UEKRW0kFTCEX9zF/YysDWSQJhP72L24klgvU8VwHPtEBj6BajAynKhSr+gId8poTX7617pcn1vF9GzZzzWlY1hWAsgN3vkEvlyU7mcWwHVZOZHEpTq+jTLuW7IxD2k08WcWIBHMfBsR38AQ+2ZQN1LRGCV5XWxGUmroDj4uLymmDUDEa2TWJZNmM7pvjrPc+xbe0wtapBIOQn3hTDtCwWHdnNwW86CEO3SI3lkCSItcYpF6tMDKcpZCsEwl4mRrKkk0VqFZ3tG8exHIdMMs9gf5Jq1aa5I4JlCWo1k2rVZGgkxeYdk0RiQSpVnXSpguZTiQa9KJVaXY0igyMrINmUSjqqR0HVBIGwn1y5Vo93YlooUj3bdsWyqFoWkkehJtmknSqmLIMiENTta/BC2a4n/bQVgfCBJQOOg6xKmKqNUMCUJIQsgeZgyc7f7F4UGxTq/3DwB3UU1a7b1CChKDaqUpeDFNnBq1hIskVANgl6qliOiiSBpggUycQrG2iSjSo5yAgMRcIjWwDYQsZ2FDyqgSKBQMJyZGy/TMX0ULM9mI4PG4Fpg6OZGLYXYStYhoRl7DSGlSSEkHFUoCojhFQ3bBYgawJh1KNCYwtkJGqOwKfV7Xiqlo2qaGiyQtUw8WgyVcMkLQQBWUP4VFSvTKjBT/u8OKFYgOGBFFu3T9XzUDmCtrYQJUVBCEGxUKP3oGZaOxs4eFkXkVgAy7SZmsgxNpKpx79piTDanyI5ksEX9JJJFtGrBqok8Pk92PZOgSNYF1KEEJiGhaopyLKMJEl0L+ogN1Vg/WNbCUYDNLbFiSTCTA1nKKRLswQcx3FmCCuBaADbcdixdphQLEhrTxOhaIDhTWMkh9M4jkNDa4zobnJWuew7roDj4uLyislM5hkfSGLUDAY3j5GZyFMqVhnaMg4ORBqCyDmJcqEe1r69t4lDjlmAP+Sn95AE1VKNWtVkcOsESBCJBQiGfQxsncQRAtt2+P/Z+/Mw27a7rhf+jDFmt/rqq3bV7puzT5fkJCc56YCAILkCCioaUF4UVBQvvPKgry9w5fr46iMPerkXEa8IFwVFlOZyUVDaCASSkJCcnP6cvffZbfVVq1bfzG6M8f4x5lpVdc4OQSTNSer3PLVrrbnmmmvOMdau8Z3f3/f3/fmRT687YtiP8QIPL/DYb/Z46PGz7O/2ePpj98i15pln14nHGY1FiY6h24+p10usLDcY7+a0u0M844OxVKshRAoTSpI4B2PIhCGXFuO7KiCkwQqNqvkYYRiSu/YJhYeN5TAlI5QlsdY5EXvu/blnIMIBF+uqmsC4536RnkKCck7DnqcplWKiUGMMREFM6Gly64COJzQSx+ZIZZkPBlS91KWgEGgrCJSmIhNCkSMnGMNYMpU7wTEGT1qsgET7pEZhJWRWoS2EXkaiY4Y6RKLQSoI0aONjfYVBgy/RucSmCisU+MahLy2c3khZrDWIXGKlQBf4TaOJyZ2AWXhIT1IrhQRC4QWScZKR6hwLzNRLVKslpCfZ2Gmz3RpApNBKkGvNTmvA2myVXicmz3J2d7rMzVedq7W1rN/eY/OeS2lmSU5zt0sySJhZdMLjar3E3maLSj1iNIiRUrB2aZn5UzOMhzHr13cYdEf4oc+Zy8vMLNaJKiGX33COZ99/jWEvxiI42OlQqpQc+1LEoDNk48aO89ZplDnzwCl6BwPuvLABFpQnqdZLnH1wjagcUqqVGHZHKE8xtzJDWAo+pf+HP5vjBOCcxEmcxB8qbr6wzgd/8SmG/TG9gwH7Wy0ef9fDVBplrn/0Ll7g+vRYa0lTTbkS8ujbL1GdqVCfrRCWAsJSwLA3BgRh5MqNosh1/G7u9KjNVplbqdLaHyCU5MqjayysNNjb6THsx0TVkEo1dHfLvqTfiTl4cZOo5JNoTWsUk+63aQ/HpMJSUdZpcWZC4gIsZFg64xEGizEOpCBdKXQqMqcTUYLYarAQeYpcGUbWkPkg5GFVFMI6dkdaKHHI0kz0NgqQGuk5DYtAIz2Dr3LqpYQwzJHCUvYSZoIEJQzaAhiEUAijiWRGxU8p+ymBMJRUjAeMrUesAwKRUVYZBgiEJhA5uZH0TYQjXwQaKNkELSXaiYCY8xWpVYxzn15WYpBHJJmHkRAGEpFZhFBYo5EeZNJHx4AvXYoNwLgaeKssIhYuXZVajIF2niCQSAEdk5CONFHoUSuHnDu7wH5zgNJuDP3Ao1aPmJupkqQZ260ecZzTjMcIbUl6llI5Yu3MDEHJpz9KKdUyer0xlVLAwV6fxmyZqOSaqG7dbYE2GK3ptWPGo5ThMOHhN5+nXI0QCMJygDGWuy9tc7DbRSkHYFq7Xd70RQ9Ta5SJKhFBKaSz3yMIPfJUI2ogPTeGyTjl1rP3GHTHlKohu3f3aW602L6zR5ZmnDq/zNrlU3SbPQbtoWvcudRgdqnxqfpv+zkVJwDnJE7iJF4VaZziBd599QDGGJ78zed5709/iN17TU5fWqE2W2Hz5g4HO11OX1mmUo/od4ace2gVayye7/HAmy7wyBNXWDm3yOzSIQ0flQNmFirsb3eo1iPu3NgBJbnw0CnKtTJZlpPpnNpsGRV63Lrp+hJtb7WpzJZp9Ye8+PIOW80++50RSIEfp1jPaWGSzGCUwPMUqhqAL1kf9Agin7lGBWUUYpyhrSWVjoyQhY9L5kGMJphs8ARjT5N7znLGyoKXUeCMbgw2MOBTgBnhtksHfBAG5WuEgFBpAj/DU4bITyn7GaGvKckU39eUREbVG1OSmlCmZEZQkQk1L8OXGZ7Q5MZ3+iBrWFYpSmg8HHASgMSQF3/mF+yQnikxzgOkMERhQmp9civJrEduJYn1CYWm7OUM8pSOF0JSJTXS6XysITeSXAu0l2ECsL4qejsUdeQIiMAITWokBAKRgsgFgXKl55mEsczJpGFxroYvJPP1Mp1+zEFv6LQxJQ8U7DT7RJ6il4ycbieQLM/V8SLJ8toMK4sN6vUy4zjl1q09Lp5/taFeUPKolkNuX9um1eyTxhn1mTL7Oz2uPFpHFaaSWZwy6I4wWrO/2SHPDL32LvW5Cm/4vKvoXLN0Zp5KLSRNcqRShOWAMHKsy6g3pt8Zsrg2hxCCLMl44cM3XQ+weonde/vFGVl27+w7PVAlZH71UPx8En90cQJwTuIkTmIaw96Ij/3GC+zc3ccPfR5562UuP3b+2D4vfOhlfvP/+Si9gwHKl7SbPeLCZK+11+H0lWXmTs0gPMl4kLJ8doGH3nyRt37p65hbfvWdqvIU56+ecsaAzR5GCsajnNmFKtdf2GR7vU2vG+Onhv4z68zN1whKAc9f3+aFG9vs7vcxwjEpubFgnD5GRco1hvQMnq/IsbTzMZlx1T8y1Qx6OQZIsFjpypoFkAvAc0Z8UkBirasW8l2XbytAKafpyYvXrDAuXTNprSXs4W9hAIP0Nb6fE/g5pSAhVAaLoeQbQi+jqhIqXkJJ5ZRkSqA0CoMn3D5zakBFZkRC44uc3BMYI4hICJQhEBpZMDIWiK3CmAwtLEpIqmbMSASkSCSKAE1qPIwwpEYijNPReDi9T6QyfKmRosxYh06/g8AY8JUkVpZM++SJhzUWfO0+WUsH8jIDSmCVhMySuAwXAQLP82iLhN/b2uBcrYFnBc3RGK0sMpK0kph0zzXYDMoBw80MqYQzKCwpUmvZPRhy/uzCtC/V7m4XjWV+uc7m3QPGo5QsyZldqLF6Zpbtey2EEMRJTrzb432/9AxB6HPxwVMYY0jizIHn267lR6nioXNDa7dLrzXEDzzmV2aYWXSgKE1S/MDH891SKpVECkmeafzAY9BxLt3L55foHfQB2Hx5h6gSko5SKu0BOjes9Uacf+TMidnfH3F8SgDOv/gX/4J/+k//KTs7O7zhDW/gn//zf84TTzzxcff/mZ/5Gb77u7+bO3fucOXKFb73e7+XL/uyL5u+bq3l7//9v8+P/MiP0Ol0eOc738m//Jf/kitXrnwqLuckTuKzKqy1JKMUBHz0vc9x/ck7zCzW6beHfPhXn6FcL7FadEEe9kZ88JefZv3aNspX9A4GNBbcQj633KBaLzHsxzz+hQ9z5bFzjIcJUTlgfnnmvp3DszRne7NNUrjMyjBAKo/Wfpu9vS5CCqJqyMxyjSTTpIlmaXUW60me/MCLbO710NpiinVBFDfBwoPUGoyxZAZiYdG4dRfjqpsyC2nqNB9GgC1SU1YIV+JdkFcGCgADWoppCbhSgsQa9xoGPAtBkeIyuOdy4oxnkX5OKUoJ/ZxIaWpRipIGaXGiXwkVlVD3EkKZE6nUiXeRKGFoyCHzakRFpoQixQpFbgUVlRJJixLgoQvA5oRAdZkhlSZHOJ2NEGg1ZmB9YuvKp4f4jGwJX1g86aGsAaMRQhB6lhlStFZ4SpIZjTYurSVk4duTSDIlDivCFGAFVrlxdLk4jTUCKSRaWzSKGMM4H6OMoNtJEGODyiXlwCfu9EmNxreSIBfE4xwdgo5zkljTuj5CAHv7XYSCNz5ylnolRCqB7ynOnF8kjHyG/Zgg9Fk+NYMxltxoxuMMgTNN3Lyzz0d++xr1mRKtvT6dgz6d9oD9rQ5zK4Yg8KnUIpo7Xa4/fZcLD62xcn6BzVt7tPZ6xKOEtUvLhCVX+l2drbBweo69e00HpIYJMws1Tl1cQnmSvfUDlCep1EqsXVnB8z2SUUJzo8XyuUXKtY/fD+sk/vvjkw5wfuqnfopv//Zv54d+6Id461vfyvd///fz7ne/m2vXrrG0tPSq/T/wgQ/wtV/7tXzP93wPX/EVX8FP/uRP8lVf9VU8+eSTPProowD8k3/yT/iBH/gBfvzHf5wLFy7w3d/93bz73e/mhRdeIIpe3Zn4JE7iJO4feZZz76Ut1q9v0d4fcOuZO6xeOjVNId19cZODnS7L5xbRuebDv/4cL/zeLcajmPnVWco6or03oLFQ449/zdt54E0XwVjK9QjP+/3/vGRpxgd/4yXuFoLi/f0etVqJiw8u40UeLz55F+UrGrMlVs/Ns7HRJjMGAkm7N2Sn2ccKMJ5w5c84fYlUkkwwFQwnomBkXCEzSoFS0rVXALcIK1dRRJFpce0WHFjRwrE7tnD4FRKEkCTCYK3rFo6nwS8AlsUJh4VxQMjPCYOEKNT4niFQOVU/oRToQvRrUAUjM+uP8VXu0ldCI6ylrMbMyxENL6EmEkKZURI50ko8BX5x1++5qyG3UCIr0mM4sbawBMaQCtcjwhhBYj2sUJRUDjYl1h6x9V1qS1o8Y8mtJpBQ9nOSNAepsFYAmpIvEMIicU02s9THGIEx2oFA47m0XAEqscJ5BPkOKBljMVoQCEtfpxTyG5IkR0jBsJkgNcyXy3hGoQNBt5+R5Tll5RF6HrHOuXW3iTWWi6cXuHJpmXq9hNaGNDeM0pwc2Npug7a0W0M6rT5KeYz6MbmGzTtNnvzADSrlkJmFGuGFZQ622oAkKAfsbbUJo4BklHLr+Q0uPXqaaqPEtY/eZtSP6ez3GA/HPPElrycsBVx45DSNhRp56irXNm5s88Lv3iCLM8JywINPXGbQHkx7rUklXQWeNsSjBKnkfc0GPxOi1+rTOxgAMLNYpzrz6puWz6QQ1k7aon1y4q1vfStvectb+MEf/EHA5e/PnDnDt37rt/Id3/Edr9r/Pe95D8PhkF/8xV+cbnvb297GY489xg/90A9hrWV1dZW//bf/Nn/n7/wdALrdLsvLy/zYj/0YX/M1X/MJz6nX69FoNOh2u9TrJyV5J/G5G5s3d3jyv73AnZc2GHSG3H1hi4W1Wb7gq94CwL1r27z+8x8kqkTsb7X4nV/8GM2tFiAYdEZEJZ+ZpQZ/9m9+CRcfOUNjoTbVM0xC55p+d4y1lkotIgh9dK750G9d43d+7VlmF6qMxxnPP7NOEHpcefg0aZrR68T4Jc+1PVCS3FhMbghKPi/d3eHufn/KtJiiaaW1rjmn9iAPJSKUCOkqiaZR9IHKBS59MukNJQstjSwYGwlWWaczUcY9l4DngISdXGaQQrmoprI45gaNUgKJoVwaUw41kZfiK0sgMypejijeH8oMTxiWvRbzwRgljKvRkq5yqioSqiKlJkfUZUqoDIEwKJyOOUss924Zrt/MacwJ3vHOEMm0ZguwaJd5IreOuRoaRdOUSHEsztj4jGxArH16toRGYLQqtiliHdDJK2RakRlJbiXGSlIjSXJFnIWkuSTPFXmm0JnE5spRZkYUHw5oidACoUFoZyYorTtbkRXbizYPvoaKVMxUSvhCoeOMdndEYCSeFVSCEJ1p5qplLq3N8foH13jnW66wtFDj5s1dtrc6lEoBmxstep0RZ8/Os35zl+tPr6PTnPpMlTD0CUs+5UrAA4+usVCkUG+9sMneZotes08SZ7z+HQ9w7soKrb0e5WrI+vVtWrtdVs7OMxomtPe6vOPLHuPKG84f++5nac6zv/MSO3f2CUqhaxi7XMfmmvEgptqoMBqMaczX8IqUlucrVi4usXJu8dOessrSjNZ2hyzNyZKU5kabZJyAhXKjxJU3XfyUmxL+96zfn1QGJ01TPvrRj/Kd3/md021SSr7kS76ED37wg/d9zwc/+EG+/du//di2d7/73fz8z/88ALdv32ZnZ4cv+ZIvmb7eaDR461vfygc/+MH7ApwkSUiSZPq81+v9j1zWSZwE4O5m9jcO0JlmdnmGhUJY+JkYo/6YPNUEJf+YX0evNeDeS9ukcc7py6fQmWHr5i5P//ZLzC41mF+bJUtzhErp7PdobrYYDhLCkk9UCchTzZkHlkkTzUsfu8vymTnOP7h6KNpMc26/tM3BXg9rLbVGmTOXl3n5pS2e+tDLDAYxWW5Zv9skGWdkac7edot+P6NUCxn1c3rDMb1RxpkzcwRln5c2d9jsDEG5NMMEaFglHJsjIfdl4RBsEQUzo4RwlVLWtVwyqhAJF5oahBOfGFH0iPItJsIBlsnrqigFn+htfIvwLdJ3ZeBKaoyRhF6O7xmUZyh5GaGn8ZWh7Gk8ofGkxpOGqBALl2TGYjgilDmhzJBYcgQ+hioxDTVGDBKeu5Zw71bO3ZsZd2/m3LqpWd847N79J/9ExBd/XlSAG5cem4imMwvK+fJRVppZRnSMQQsfIx0CCkSOzgVjIrTS+FozQiGlQZG7sTWghEIK55UjACU1nmddHy3XkByDcKX2CIcghQRpsVgwriu5EMI14UIghXtuwQFQoJdphp0BnoCiiI1cGzwNWT5CGkm1pOmNU3pxwp2NA8LAo90a0WiUUUpic4MFSpWQR954jtZen7vXd8ibfcKSzwOPrFGKfMbDxDEpWU5rr8fcUp2l1Vl2N1oMuiOG/THWWLIsp9ceUKqGCCkpVyLatseoH7/q/10yShgNYsKyz2gQY7Vm69YuqxeWSZIEIRVrl1cYDca0djo0FupkScbd5zcoVSJmPo2eOHmWc+vpu+yvH4CEndt7BJFjoAD21w842Gx9Rrsuf1IBTrPZRGvN8vLyse3Ly8u89NJL933Pzs7Offff2dmZvj7Z9vH2eWV8z/d8D//gH/yDP9Q1nMRJ3C8GnSE3nrxFPEzwPMXBZhujDcvnjldw9NsDBp0hUkoai/VP6Hb6yYidu/ts3NghizOiSsj5h08zW9ypWmvZ3z6gVAkZD2LmT80iBDzw2HmuvvkSpXrE5su7VGcqbN1u0u+OydKcNMmQUlJplLn4+nMsFkBob6PF/HKDsBSwcXuPrbsH7GwcsHp2gVI14t7NPT78Oy+xtdFGp4ZuewRyTBKnhKFrtrm7N6DbGxGNS1RmysjAw88twhdsHHRpdsdFnyenT0GCtQLtM9XQCF8c9oICEA7U4AnnJhwwTeFY4ZJXRgGBS0mZ0EIACDttXAnWCWfRTmvjT7Q1pii/1khpUSqnFGYIaVEYoiAvhLXOQBAEEosnNUoYQpkz5w8IZU4gMwLhhLoi1tz8wD7PvX/Acx+NufFS/nHneKYhuHrZ53VXQ0rOMRCNQQvnP2MteM53j4kjT0VarEjpaUGOxBM5npA0xAgspEIhpCVXil6mUNK5GwsJGIsQFl+BNmA9RZ5qEMq5LgtLqg1IibBO9O20SK5zp5VAasCT2MxhR6sExlinyZYO6Ihi3kzmNEZCCVe+HxtMLqh5gka9hBGWvfaASqnN6eWGm29tkFJgrEUp1+OrXI1YXGmwv93FYgnLAbs7XR594zmEkjz/0dtIKfADj9ULy+RJSnu/x+adJkHkUauXybKMXntAZ6/P+YdOI7BIT9CYr71qXqSStLbb9NoDZhbqbLy8Q3u/x9mrp5hdWSTPNI3FGt39HtWZQ+uE0WBMPEzg1QVhn7LotwY0t1rMF+0t2tsdegcD0jgjiHykEmitP30n+AeIz4kqqu/8zu88xgr1ej3OnDnzaTyjk3itRa/VZ+fWLmmc0VisO1q/F7NU9K3pNnvs3WseAzjtvS63nrrDaDBGAPWFOlcev0ip8qnTifXbA1740MuOPZktkyYZd17cdMBBCXbX23RbA+5e26ZaL1Gbr9GYrbB4ZoEHHj9PZ7+PEIKDnTbjUUKpEuIFikqjzHiYcvryMkHg9ALKU/S7Y+5c2+bOjV3aB3167SEHu332t7tElYjdnQ6t5oAo8lGewCAKdgfCUoBf9uk2Y4JygMaSZDnjTOOFknvbHcZ5Bp7CZMYBk4Ixsz5IrwAxkoJJc7SGFjjRqwd5BDYUU8bG2oneBkxoHZPh4ZgG6QDMIUgqaBIPhF8IiKXbJjBOt6IMoZ/hK4OSBk9p/KKrt5CghCaQmpLKiERKIDWzXp+GF+MLTX835rd/o8PTv9njhd/tkyafWEFw8bziT/6JEl/6hWXe8eYITzpw57JuFmkVVmhEwVxJd3l4wlJGEyuN0RprJSkGTxnKOkXhStBDmVOVAoNzDk6Fwko94cZAgGcNvhAYHNizRiKUweauvF4UKb9pqGKcDRiDa85pAU8gtTtvYQQ2B1GctLZuey4FXiQpC8VaY4Ys15TLVe5tttnZ7TIcpSzWI0rKJ/AV2hiUkOhM09ztk2aGlbPz+J4kzzWd1pCdrTbCwrAXUyr7lMshrb0uWZKTjF0lV5Y5cOYpycNPXOGZ91/j7vUtVs8t8Pq3P8Dpy4c33VmaM+yNydMMP/SRUjLqjUjjjNpcjagSUZ+rsrt+QBpneIHHqDemXCuRFdqd36+z+acijLHkSc6oP0YpRX2xRmu3Q7fZxQ8DhBA0Fj+z/Xs+qQBnYWEBpRS7u7vHtu/u7rKysnLf96ysrPy++09+7+7ucurUqWP7PPbYY/c9ZhiGhOGn/s75JD47YtQf8/LHbhMPYoJSQOf5DcLyq91GX5md2rm9S5pmLJ9bxFrL3r0mnd0upYufGoCjtebmM/e4+ew9ZheqtHe7zC7XKRvr3F23Wtx5YYM3feEjrF/b4eZzd+m1R4SvO8uLH7lFUPK5+OgZomrIves7pEnOwuosSZzhBy7VNTNfZdAb0z7oc/f6Nt3WmI07++xutjl9YQFjIctzV66bW3oHA8LIZ2lthpvX9xiNEqyVVGciROixu9tHS0u1XqY9iOl1BvhhAJ5glGQM0hTrHYKSiSiYSaaj0NRY6xbUCYujJegyiKBgbIqqqgIFgCwYHI9CcHxo+AcUFAOHfjaAM9+zCOG6dCth8ZRFFeJiTzmGxlrwhSZSOYF0AEeQI6Wl4qVEIuOl97V430/t8Mz7uu46ilg57fHOLwp55zt8Ll9S3Hoh5/lnM559LuO553IGQ8utO5p/9i8H/LN/OaAUCT7/7RFf/AURf/LdJc6eVVhcTyhdAD4nxj7Ebr7VjIXFyTFVkXICzxikMIDF93KiPCVXEmMSxoToonRNCteQ0/eka8xpBcZq0B5CuXGzE4EU4kilFVhtEFK6azYgtMXkLj9llTtva0BKgSjSbdgC5PgecZ7jKcXWfpfuYEwpDPBvb7MRRTx0aZnXn17l3LlF0iQnHqcEocf+bgerDWtn58lzzbXnN9jb7nH2wgIrp+fotIboVLN9t+luaOZrnHtwlTzT9NtDLjy4hucr3vWn38L6jR0eeeIiaxeXp55R8TDh1vMbdJs9tDFkWeGdUy8BztVbeZI8c0DGDzzOPHCKW8/eY3/jAAQsnV2csqyfijDG0NxsMeo59+aFtTmwloPtNi8/fYewFBKWfS6/8Ty12SpSSZbOLjJ/avZTdo5/mPikApwgCHj88cd573vfy1d91VcBbiDf+9738i3f8i33fc/b3/523vve9/Jt3/Zt022/9mu/xtvf/nYALly4wMrKCu9973ungKbX6/GhD32Ib/7mb/5kXs5JfI7GoD1g1B2xVLAznq8Ydkf4JZ/9jQOUp7DasvTQ8S7EWZLjB+6/2KS6Z/JH7ZMdo/6Y60/e5un3vcioP6YxX6VSD9m6ucfF15/DDz127jbZubfP8pkF5k41aO3NkGvD4tosvc6AX/2p3+Xx/R6VWon6fI1T5xa489IWw2FC594BUSmgttQg2ulw88Utmrs9Tl9cglwQlUN6nZhSKXC0fpIjlHSl4lLQOhhirEFIweJqHYNgHGeIQOL50EsSxnnGKDcEJOTSkOFAiRUCPFsIisEETlsjvYK5kJB7hcamKP/WAVCAm7zQ2lCkpqD47eFWfGsPS7yx0yorhEH4FOyDdhVEyqKkxQqnufGl6xulpOsFJYRFCU3VT5HSIjH4IidUFmUyrv3aOu/7kdtsXR9N5+7qG0u87YurvPOPRVy9KiiLnLI0eALe9KDPX/yzZYfLjOTWHc2TH0v5rffHvPd9CTu7ml/9jTG/+htj/r//oM3b3xzyde8p89VfWYZQo4tK7sy6hpgOVyjE1DvHsWraWvKiQZbFMSAemoCcxFP4mcYIHymF67iuhWsNITVKSjzPYq0my3HVVJaCATvCiOW26HthXG8rAcK4uTVGoLxiXnyB1bju5PZQUN7ME4ZJSuR56Exjc4iSlMBTdFTMcJwQ+j4Xz81z4cwCSkru3WuSG8vdjRZ7zT7lSogxlmo9IooClCcJQoX2JOW5iFIpYGa+RrkWcfulLZfasrC0NkdU8pldrDMzX0dKiTHOL+ep973E/kbLpaEW6nSbA7Ikx2ioz9fww4DRICZLcpbOzDOzWMfzPR584jLjfoxUkvp9xPqfzNi8sc29FzcBiEcxC6cXkBLqCzXK9RLxIEZrzYVHz7F66f7kxGdifNJTVN/+7d/OX/pLf4k3v/nNPPHEE3z/938/w+GQb/iGbwDg67/+61lbW+N7vud7APhbf+tv8a53vYvv+77v48u//Mv5j//xP/KRj3yEH/7hHwbcQvFt3/Zt/KN/9I+4cuXKtEx8dXV1CqJO4iT+KENICUJMm+dpbSjXy5x/9AztnS5aG2YW6+6u50jMrsxw97l7SCXRuUEpl9r5ZMWwN+LaR2/R2u7Qbw+JqiFBOaCuK+ytHzCfNBACTl9aZtSPae11kVLRaw0Y9sa0m33mlutElYgkydhbPyBPNQunZti6vYcMFF7kY4xlcW2GaqNCvzOi1xlRa1Rcz6NcY7Uh1xoztMhAEo8zLlxdoVSP2Lh7QKs1YmurRZo6J9h6OcTzJKrsM2z16MUZSe66e9uiQaZVkFmDX1LgS6SwaGPwfY+xyJ1oNXTVUlqKw2ooKdDKrbGO7TlkZqy1rkGkcGwBhdfNNPU0KXGWOO2IshC4Mh+lnE+MkhYpDYFf9Hgq5kIWi7mHpaQyPOUYkkDmZP0xL/7iLZ7+6Vt0t8YAhGXJu756gS/5mgYXLykiYQhlho9ripkj8AsGY8KzCGG5csHjygWfP/dnymhreO56ym+/L+XX35vwvg8mfPAj7ucffV+Xv/rXqnzl15bwS9Kl5gCNa9uQGcjwyCauxvjkyClLkxYeNkKCpy250ojcc9hPGKyUpMYg8ZBSI4zEK3psZSYHfJe6KsAJtvATmngGgRt/JZwn4qT4qpDtCHN0X8cCaSwja0lHqTuPQg6y0+7RCENKnse1l3d45sUNVhcbrCzUKPs+Xqjo9sbcu3dAvRYyP1ejFAXsbLeZjSskccbsXJWFlRm27zYxBrbvNdm63SSq+LT2euxttVg9t8CDb7pAdaaMtZY7L23x1Pte4uWn72KsJRlnnHvoFHPLDcrViOUz80gl8aOixYOAUjWaCsTLtdIfuQ/OpEj69yt+SOOUvXtNpCfp7HUZ9UZsXt9h9tQMp6+cotJw19fcaH3GFlF8vPikA5z3vOc97O/v87/+r/8rOzs7PPbYY/zyL//yVCR87969Y3bw73jHO/jJn/xJ/t7f+3t813d9F1euXOHnf/7npx44AH/37/5dhsMh3/RN30Sn0+HzPu/z+OVf/uUTD5yT+COL1k6b9l4XgaA2V2Vmqc7++oG7qxKC84+eZXZphtmlmY97jNWLy1hjONhqE0Q+px4+zezyx9//ftHe7dBt9pFKMrvc+LgVC2ma84H/8iR3nttAeZK7L2yyfHaeubVZSrUSQgoqMxVOXVri1IVFmtsd6rNV3vD5D3Lr2XsMGaOkQCnF9r0m6zd2yTPN9afu0u+NufbUXbbvHiB9Ra4t87N1eq0h/f4IrV037tpMhZ17B5y+tITONZXZEkYb6gsVrBQkaU65XkJLiV/22dnukmQ5g/6YQZKRKsEgzsm1RkjhKmAwpNZC7jQsUTUEX5AaS5xkJFKT4RibvDDhM55wpn3WORNP/Gm0PGRjrLGuKaZHISSmAD5HwM2kt5S008VYCIvn20JUbBAYlHK8B07yzKRAWwGezPGVSw7ZUczH/uPzPPMfrpMNHZNXavi862uX+eNfv8zcjMWTBkM2rT5y3b9zrBAkwi3qubVEgCcEkzRZjqtAeuCqx5WrHn/1r1bY29H89P8T8yP/esD2juEf/sMeP/CDA97zDRX+wl8uU65IUiRD7ZMQopFoq7BCYowg15KRDciNh7HKgXwsBoEUgkBk5NKZBmlbgBHpxkAJgxUSpSw2MGSxKeyfi/Gx0q0+eQEKpXViKWkcUyNxCMcDrEUjUOaQCDKiyBQqMNqlJ5WEVGuyRJPFKcpAEqe0WkOeExtEgccjl09xsNGhN4hRkUJ4kv3WgNEgAQz37uxz5twiD71xjkFvzPZmm/aTd+i2h9QbZV73xEVm56uMRwn1mTJnr6wghCiqEbfI4pwzD6ywc7fFeBSzc7fJ8pl5zj+0xsqRFhKj/pi7L24y6I3xPMXpKyssrs3Rbw+d47GAxnztVT4zWhuwdtrWQed66p1zVNtnjGHn9h776wcIKVg+t8jS2YX7AhRrLXmu2b/XJIlTKo0y/daIzn6XcjUiLAeFgBz86DPTn+fjxSfdB+czMU58cE7i94uD7TYvf+wWRjsn3KgUcuahNfKieqg6Uymqjf5gdzNaa6SU/913PwdbLV5+6g46NxhjKNdKPPD4xfuaa23f3uOX/91vsXJmgXiU8sxvv0ivPeLqmy6gfIUfKB564goPvuUStdkKO/eavPzMPRZX54hHCR/9jee5/tRdWns9xqOESr3s0hfGEoQeQiknKZXQaQ0wxXqVpxqkZGltlgcePU1zt8fy6iwXHlyhsVRnb9dpG6yF555ZZ3/PlebuH/Rp7vYZDhOCks/YapJUYyUMxym5NVhPYrDkFvxIIkI1BS/Kkwgl6OcJiYFsUhWlmJYZGw7N+XShrQGc3gaLDQGsA0PCHgE4RVNMzx6mVRQIZVDKoLxJSbgTFstCVyO9CX7S+CqnLF07hsCm3Pr5l3j2R58h6aUAzF+q8cRfOMvjX77EbMXgyZyQnJLKCUlpqDGe0BgkIc4nxwEHiwcEQlDG4AmBR1GrbSErupxbCynuzn0cW37658b8+L8asHnXAav5JcU3fPssn/+VM8QyIjU+Bgd4tFWMcp+hLTE0Htr6ZEZiEAwyj6EpO0M/K8iMYqxdg05tFcYop7syiiRzqFAbSGMfO7GbNgJrlJugkZzUlIMRLkWVulSU1If7y9ylr0QGInc+ispYl0XM3LX72k2d1K4ArqR8QiFRQjJXLzMYxdjEIBNNOQyxGExqCJTkkUfXsLmh1x3RmCmjpKDXHDI/V2Fro0U8jKlWAx5+0wWUJwkDn0qtxGPvvEK1UaLbHPChX3uGrVt7eIFHrzUgHqXMLtZ425e+nquPX5i2czDGcP2jtznY6dCYr5KMEoyFtUvL3HjyDtt39jC5ZunsAm/+0jcws1DDWsvO7T127jbBWubXZplbnuHeS5v0WwOUp1g5v8jalVMIIdi+vcutp+8SVSInFk4zrjx+kYXVQ5Y5HiVkiauIevmpO3z4vz5Jba6KtZZStYTvK2rzNaSUSCVYOrfI2QfX7tuf7lMZnzE+OCdxEq/FaG4cYC3MF38M9tabjPpjzj/8h6u8U+oPVw2xt34AME197a03ae927gtwTNFDSEhRpKci4nGKCtyK/+BbLvGmL35kei6zi3XmFus0t1q09nrsb3V54I3n2dtsc/2pu1gBQeiTjDP63TEzC3Vm5qsgJfEood0cEpQDolIEnqDTGvLC0/eIU02rF7PT6hFFEZk2vHx9B20t21ttklSDtLQ6MVIJlBKkWjtfnVJIqjWjLEenGozGSIFRglxYglAUzapdiiQzhswr+ju6UiWXYsJ5sUy8axxDMKmpcq677i9fcW8nCiDjhC2HQGcCbkThXnz4julnyKKMaCLaVRPGB1fOvPN7O7zwgx+gd7sDwMz5Om/9Gw/z0BcvU/FdJZURlsQGLl2kFQkCz2pqXowRggSfzJpCHmTxCmIjxlC2FiUsZWuIEcQIfFzqKbeWEIEJ4N1f0+CL/uwMv/lfh/zr/6PN9r2c/+07mvzqL8R84/depDLrkeGhkeRWkOGTGElmfLSV5FaRG0FmfYwBY53Zn3Yla4WfTVFuj5wKlfOiNZUXaPLUiaKsoiidkhAYyOTUqMcCwnOaG4MDKwgHVK2x7si2eDsCa533zqRCTCgohT5+DvEwI9VQKYeMYtf2otsf42UGnRpKJZ/xOCETgn4/dtMuBck4o7nTYWe9RaUSgjZEUUAnG7N+c49hb8zMXJXltVl+7Wd/j6W1GWqNMr3OiK07B/Q7A8bDmFq9wpve9RAPHAE34LR5g+6IxtxhWfjeRosbT93m7oub1GYqqErI3Re2qM9XeeLdj3Gw1eb2c+uElRApBesvbnH3xQ0kgpmlBlmas35ti3K9zNzKDJ39Hn7oU5tzjO/BVpveQX8KcPbWm6y/tEUap0TViJVzi5y6uEy/1Wd2ZZb6fA2daa48foGoHDmGqBqdpKhO4iRe62Gt5eh/YyEK97JPcRjjKkyOnsfH41sX12Y5dXGZW8/co7nl7jhXLy5z9fGLDHsj1i6vHANaQeRz5uop6gtVkIKoGrB0ZoEkyfBCn/EgpT5XQ2tDxSsjBIxGCaVqxOLqHEluKVdLrKzN0W712d5q0zwY4pd8uusH3Lm9z8xcBT/0yA2UG44+TxJNe+hcjcPAA+WRaU3dC3nwoVVevr3HXsc1JbSeREuDkW5F7+U50oMw8olNTmxcbyjrHWdtgEJ/w6E78UR/A4fVUMV+0xSUOPJ78gUQRcVRAXbE9ABMy8aFta5yCIuwjmEZ7/Z56V/9Fvu/cwuAsBHy2F9/jKt/6gKlQKOFJtc5eI7twEJOiFE5RkDHgNWSUOZINL6wThNjRUFUGcYIBoDGIxI5gZAojGucCSTGZ98oxvgoawHNG79sie/94kV+6d+2+b9/cIdn3j/g7//Zl/jaf/IIp99Qw1eWTEtiGzDSAan1sYC2wrkXO9cXTKHPMQisFQVvVCANBz2KqkILSIQA5Rt0JtyEKOuQqS/c+Oe4gc6YTqLFjWuhQXbbipSjNQUAQjhdj3GVdTkwshlVqZz2Kte0eyPGSUI1iPA8QTkIqZRC8jgjyzSNmTJYy85OlyjwWD41QzxOQQjGwwRPKSBlYanB5t0DlBQsr80yGqfEg4S7L28T92N27x2g04x+Z4jVkMY5t1/Y5KE3X+TUkfSU8iTKk4yGCWE5JE0yhIDOXpfewYDabIWw7KqWDna6WGsZdIYIKab93NJxxtatXS48cgY/9PFDn2FnRDJOi89Q5JkTJVnrzAsnIGvYG3H3hQ2klMwsNegdDNi5u88bvvBRNm9sEY9SdKY5dXGJuZXZTztj8z8SJwDnJD6nI89yWjsddKYJy8HUkbiz16W108Eagx/6zHwKSzYnsbg2T3v3Jrt395FSEpR86vcxEwMIooA3fuHDtPe6dPZ7lCplGos1sjinMecMBuNRgtYWawx7Gwe09/ukcc7eepvuwZCP/fY1Bn3n2Kpzy7A7plQJ8aOAYW/MoDcmjjPqczVmFuvE44zhKHbrmpIIIQlKHmmqsZkmHsXkxkcDeccwt1zHKIEduEq0ynwZ5XsMRwmlSsD2fpfcGqJygDWaxDdFS4CiEgrnDZfpDINjcybMjJ38hqnOwxbgxqoj4AamwuFJc81J80wKIDTdRgFsJmBn8vokJkxCof2RWHScsfWzH2brZz+CSZ2W6NyffoQ3/JVHqc0EWGGJjUKbDCkNntAECqx1y3WWe2TSK5goQWAzLJJIpEQyI7MKr2BtYuOhijqwTR1SUjm+U9IgMaRCEZuIHNcywiLIrUL4lj/2jVVW377Cj//tazTvjPjhv/IUf+xbH+CJ/9dFenmZvGClnKefQBtFahRaSzIr3TZcmspagS5+JgNjrHA+OdK6a7Ou/LwgetxvaQ8H1NqpRsdag1COMrPWFj08XZWWKxl3vkdWuPE3WuA5As+JezXkee5aZ/iFZifRCBIWZirMhAGlIGAwiJlfbPDg5WVGvTFB6COFQOeaMAqYW5QMuzGumEkgpaAxV+X0+UX8QLFz74A8SRn0x2RxzsFO13kdKUWlFuCFHtt3mzz34ZvMFeaX1lpaO10G3RFbt/fZKe0zf2qWSqNEEuc0t9ukcUa55rQv9ZkKQriSeJ1pNx7FOZarEaPBmFItcn2vBNOqzZVzi/RbQ/bu7WOB2myF+VVX0p3GGck4ZemMq/qszVXoHwyoz1Wpv/UK8SjF8xW1ueprGtzACcA5ic/h0Lnm1jN3p51/pZScfXhtWgbZ2ukgpGRhdZaZT4OhVVgJ2Vtvs/nyNkHJ563vfuz3tW43ueHM5VO8/vMeZP/eATt3m3SaPc5cXWX95i5bt/YYD1NkkQK48PAaexsHPPWBa4yGCbsbB+SZpVyNmF2qI5Esnp4hiTVnH1jh4kNrHDQH7Ky3WPIl155ZZ3e7h/QkuXbGeONRRpYbtIU4tVTKCmssypfEaUZ/EJNrTYIh7owIPIkXeIS1kG4vpq8zZD3AxBnapg5AKJfF0IXvTa4L0KKKShvBFOxM10sBxj8ObuxUZ1OwO4XAGHCMQnH8KYiRRQ5qauYHYDEGpLIgpKvEspBmgsEHrrH1b36LdN8xUI3HznDlb34e9YuzZCpnkGuksHjCkAgHGoyFGilCyqJU25AZRYoiY0hJ+GAtQ+NRVRlKGnJrkMIS43QziXFNMlOduhJ5K1EiByNdjZQV9G0JKSAkZWwihnmEfz7ga398hV/7x0/z0q9s8ev/xzXuvTji7d/1doTvk5pC1iRwYmcriY1HbqUDDUWaKrcSY5RzHS6ADRMTQDvhcwr+S1K4MRYDaoo5mBozFvsUD60qKqhssUm6EnJRgNcJ4WYyN+eTKdaFnllIifUdCMwVZMLiVwKW5xvMpWXOrs3zxjeeI8809+406e4P2N/pEEYBnifxfYnNrEsnBYr5pRp5njPoDek0+2RJxtxCjV4+oNwo0dnrEgY+VCSlkkvtNLfa3L2+TRg6Nmz79i7lWokzV1boHQyYX50lTzJWzi6Qp5r99SadZp+Lrz/LA49fAGB+dZbWbof9eweAoNyIOPfIGZobTZqbBwgpWTm/yOzKDODK0a+++SL91gCEoLFQm1ZoBaFPEPoMuyPK9ZKzvIh8/MJJvNL4zG6g+d8TJwDnJD5no9casL9xwNypGTzfY9gdsXN7j8XT8yysuZ9PVxhj+PCvPMXBdovTl08x6A558cMvc+ri8qvaQUzCVbFIgsBn9fIypXoJKQWD/ojt2/t0DwYIBJ2DPmE5ZNiPuXtjm35nSFgpun8bTX2+SmOuBgJmlxtEpZALj6ySpoadp9e5eWOHXBva+wOstTTmq5TrZXr9MWaUkmoHCIwwjOPE3WlmllFnRGYsfsnHEyA9xThN8RXsd3poBLExSE+ihSHVDojkBZCZsCxGOUAzSVuYiX+NYGrQZzwO/7rJI+XhhS7nGBujOAaOJiBHTLZNFtviRYGr3HEgRzC81WT/R3+F0QvrAARLdS7+9S9g7p2XUMpiMCTaRxuFVOChCT3F2OZOxyI8Aul6VCkhEMKgCUhyj7oZEUlNaiP6uft8haYqYoSCsQlIjI9BEBsfIY1raWB9hiYiMxItFEoYFIZh3mBsQ0A6Vqck+KL/31tZfMNd3v99H+P6L6/T3Ut51z9+F7pSRgiJtBqEINUeqXFAx1V4CXIjyLWrIdOF8Nilj8QUlFh7JLUqCsBoJwN6hMWZzI0sBt2IKdMmcjfWFgd4J7pqKHRXxdwL3HdDmkNGz/cdvZcZQ6s3QiGo10o8dGmZxdkqe3t9kjilXAu5eHmFjTv7fOSDLzPqGwIRkNiMUiXEZDk7Wx0aMxV6nZgs02RpRr87ROeGMPJRUpJmOcN+zNxyDWMs7b0eH/7VZ51DsbHMLdV48C2XqM9VCUsBOtdobajNVnjdOx6g11qludXm6uMXWDzt/gaVqhEPPH6RXrOPtZbqbIVKvcz8qRnGgxilJNXZyjHGpTpTua9er9Ioc+bBVdavbdHcGBNVQs4+tEYQvdq89LUeJwDnJD5nw2j3V3BScumHHqN+7EoxP80x6o1pbrRZWpunOluhPl/lzvPrtPe69wU4WhuG3SE795rs3t1nYXUOFbj+V3df3GbQH5FnmpUz8/Q7Q/I0p3fQZzRIEUjyNKdcK9NuDhgPUg5Ml1ItZOX0HKcvr/Ds791ma+OAZz9yh0EvJow8kM4bRQWKlZU6+p4hTTM8bdHWInyJDAO8ckC9FuH5Hu1B7AzhlCS3lthoZKA46CYMdYof+Sic9karwwKbiYDYSLCqEBQfTS0VKSqjjjwXR1ibaQUVx4HOJAV1FNxMftlDdGOL1gFCMV2ss5Gm9/O/Res/fRC0QQQeS1/9Nlb+zFvwIkWmDdq49gy+sq5k2kCGgswgPIG2ASYTVFTmGnAKPT3NzApGMsBHY6zAV3piAMxQBgTWgNXkVpFaj1EekNsJ4yKIRE6ChzYQKU2cKxKCqTYmswGpkeTG48xXPsIXnprlff/L+9h9cpdf+uu/wtv+6bspLzfAClKr0MbDIsgMaCSyADiuwkqic4G1qmgTIdGA1o65sZP01QTPHME1hz44R157BbicXrjB6eGUwBh3rYdIp/glwAoxnXtjnEZHWvBCRS4tt3daqFAShB5pnFMKPFKtefqZu+SJZmaxzpmLi1RLPjtbHeozFfrNAVvrTaJSyOmL83QaEekopbXTod8bI4Vg5dwCyTjFWktUCanVy5SrodOu1SNuPHOP9l6X+dVZls/Mk6U5tdkq1Zky69e2qc6UCEsBK+cXWTm3dOz/eFQOic6Gr972h+hvd+rCMvX5GnmaE0QBpepnp8XKCcD5HI1hb8TBVguTG6pz1f+usufPlijXS5TrJQ622pSqEYPOkKUzC4SlT/+djBcovEAxHiVUZyukcYqQAi949X9ZYwzPfuAa1z92F6s1Wep0RQ+99TKDfszeVot05O40LY5x6bVH3Hpxk/3NDqNhTKka4Qceni/xfIUXePjlkI/89svceHGbbm/stnuKIFRkqXEgRkB/ENMfJKiJU/E4AyEIywFZbhgOUxoLNRoLFRKt6QxjjDWkeQ6+YJAlgCTFMk5S535rCzBTABtbpJWMJw7BjDjU0UwExVMgcz9wwyseT2KiUJ7WSBWA5pigW2Kta/AoFMQ3Nmj+0H8i22oCUH3rVZa/4Y8TLNfJhcYai0Ay1XVrg7UevnIGb1J4JFqhhCYvmI9AWaTQKOlExDqHoVDkxlkMeFlOwxvjeYCxpNa6cmzjqp+EdX40Xe2RWJ+KTPCx5FbQyTwGOsKT4IvcORoLhTWuhYMvBfNvPsO7/sWX8/6/+6v073Z539/4Rd70j/8nyldWMFZSECdkxk2IES4dZpEYLaePJz41zrTbOwQek6I0inQSTlMzBTFHfyYgp3jPZIomaS87IXqKHy1BaQdqBMX3xTkkYoptQoInJcNhysCm5HqPyPOpRQHBYoPr17Y52O8T+IrZWoXxfsKoEtJuDRFWEJYCGvN1kBLleyyemuXU2TnSUcKT77vO3GKVU+cXEVj67QFrF5bJs4z2fp9SOXAatmHCsDvm6d+5zrkHV1g9v8TSmXmqjRLWQnu36zyzLi4zs3Q8HZ2MU9q7HfJMU6qWmFtp/A/9za7UP3mmo58pcQJwPgdj1B9z46O3GHSGKE/C7T3MG86xdPbT2Lr20xClSsSlN5xn48Y2yShh5cISZ65++n0eAKJyxKPvuMpHfvVp7rywgbWWc4+c5uzV1WP7WWt58cM3+a2f+z2EEMwsOAFwVAoYjxIGnSGXHjnNzr0DRqOYrZt7nH/kNLk1bN874GC/y7Af47VHzC+691ZqEd3OiMEwo1KLiOOEXmfM6cvLaGCc5ujc9RzSWOIueIGgUilRr0f0Uo3nuzv5ci2g24tJ0pwoCMglZNKSas3Y5C4FJZ1Nv7GCXBxJOcgj4mEJ1hOHzwXYgENBsFdY+MPhInlELDx9/geJwknXTtUjk8GWGJPT/8UP0v6ZXwdtUI0KS3/tT1B94iEAdA6ZlXjSEvg5RmtX6SUleS7JjcKXOUhBXLgRKmUZ5jllLydQOcZCmkmX1hISX2hCpfGUR2IUNZOC8F0llfZJtO/aRVjJWCusVAhrGevAyY0NpMJDWAikYWB9LIZAOYBqrSDNBKkWcGaFx3/gq3nqu/4Lw9sHfOjbfoEHvvPLmHviAljrvG4KysQA1khXZVUMurVuLnUO9tiATyZ2MpaHKT/3fEKdTZROBcAsmBgxQUTiCDg6wrpN1/lCy2OFY/O0AGVdH6tMQ3ucoEwhCG/nfODJW0SFT046TDGZIclyPNukXA5YWqgwao1pNMrUGmU67QFGa3qdMYsrdeozZcqn5+i1h9RnyqyeXyKNM/LTczzwhrPsrR+wv9Gi2RnRafYJQp/Zyw2MNuzcaeIHHmElYnaxxqkLi4SRT681YNAZUqpEVGccCEnjlJtP3+Fgp4sqfGnOPXKaU+ePszwncTxOAM7nYHSbPfrtwdTZstvss3Nnj8Uz93e6/GyO+nyNh+draK3/0H41n6x46InL1GcrU0+Lsw+tvipPfrDT4cnfeoHOfhcQjIcx/e4IpRT9fsxoMObK689x+fVnWVybYzwYU1+osf3eJqNhRn2+RqkW0WsNGQwSqp5HbixWCDxfEpUDzlxe5oO/8SLXnttAGzt1jjWFXsKLJNV6mTTTBFFAGCXESU695qjzUjlAepKdVo9BmpF5lsyAEYLMWqxxwl0jxfTu3KpJQ80C1EwExZMKmonmZlICPhmQyeP7fY3v+9UWxQdyZJW00/TU4SJt0L0hBz/yc8RPXQeg/NZHmP+GL8erR+78DVDoU3Is2gjCoDheUeqcGctQ+0gJ5cAiRU6e5VgRMk4DVzGGLPRUBoQH1hB5mlBnaF+Spoo4V+TGJ9EeSloC14LbMSTWpdOGme9cia3FK5qLJlohCiHwMLVoTZF2c5VRSlp0PeLq934NL//jX6D31D1e+gf/mbW/8aU0vvQNqMKyxkxYFIrHOMG0MYfnPzH2s0ZO95+AoCk1d3RiJs+d1tqxbTmHrJs5sqt04mPjFV45xWFE8UBIO5XxWO18jKR23o06t2gLOZrxWCMzQ6s1oBGF6NS1VJG+01rlRjCzVENIQVTxOXd5mWSUUKqElAumt7XX58JDawShRzJKUL7i/KVVZuZrRKWQ8TDhuQ/cYDyIWTm/gFISL1A0N9rcem6TXmvE8uk57jy/QZ5rolJAluZ0m30eeNMFyjVnJNje7bG0NodUkn57yM6dfZZOz09T7Cfx6jgBOJ+LUVQ2TMCMlOJYB+PPxfhMAzeTWLtyirUrp45t67eHjPpjhIDrT93lzovOuyJPcnbvHZClOY++7QpnH1jh3vVtrj91h7VLS2y8vItFsLfTY/tem257QLUWoaSkUo/Ic4MfeBhrGQ1TSuWAqBTQ7Q1BCsbjlFxbpHL0dpLkGCXxPIlQCnJDuz0irIQMk5ws01RqIeVGRFQrUZ2LaI1jkn5CZgxaFg79HFZDTe7Q7ZHpOJqmOvoXyx59fepNw3Hmptgm5HECYZoeEbgVW9sjJeNFjuSIEDa+fo+DH/4pdLsHvsfsX/wyql/0OEoIrLbkusipwVQomyXuIjIAZZCFVw5IlDBICYF0PjbWanLtGB3339I1sVTKoo1HlniMlY/KMqS1JCZAG0GOwkfje4ZIaXyZo3MYpAGp9sAKtBBEnkYITW48PGGwWFLjkeWuz7hSh0AEQIYBF//+n+PuP/8V2v/tOTb/z19htNVn/i98AZ60KG+isxFoLdBT8CEPQWpRQu4eu7GwhWMxE1fjCR03nZRX/AcQHAKbyXfEL0THRTUgsphfffiWybEdbhUgiz5j1h6K0QsqyAhLkls6/TEBEiU00vqoGYX0JHiKucUajdkKSklm5iqcvbhIe7dHvzem2iizdm6BUiUgTXKUktNy7agc8Pp3PMDapWVe+NAN4mFKe7+HNQZjDfNLs4wHMb32kBsfu8PC2gxnH1hl6fQ8rZ02vdaQcq2ENe4PtCwacCpPFg7n9r5Z15NwcQJwPgejNlelVItobrbwAo8szrjwuuXPOfbmtRit3S63nr1HEme0d7tc/9htdtcP6B30MLnFK/kEgU+5Ucb3FZdff5Zn3n+dD/36C2zfO3CNP7Wm3x5B4doaj1OQgmqjzMr5BWRhEjbojWm1BpimoVwLkYFCCEmnO8JK4axqsQhfEccpuTaMkpQgUpRmI2qNMvNzNfAE4yRnMEiQviS3hswcNqY0r2BgDv9iT2/J3XpYVEtNgBDqOGiZuhVPQM5kPwr2oEg9uQ0UxokFwjpapjwtWwZrDb1feh/d//RrYAze8gILf+M9BGdOQQ5WukVWqKN3CAK0M8RLjXT9mTznRlMoRMisIs8MpRC01eQ6LCqODL7n6B6BwdOuO7kVkOYKY9yYZ9rDoFz/SaFIjSEWBmt9cu2T5B6ecD2jMjTGSnypnGbHWicIFmCFwGgPk4ii/QKu/YRyDsEL3/yViLk5Wj/7Pto//wGygyGL3/QVCE/hetA6Mz4HJGyhs5HTCiZrjhgUCYoS8SOMzcQYZ/IzGUF7OPcT4DPxgJnOtTmi5yk0srZo23BUP2WL6ZzaCRTHm2Bb4eyoSTODtRqpc4w1NFsO1DcaZd7xeQ9w6YFT7G53GI0ybl3fZWVthrULi2SZxvMkUkqi++j3hBAsrMzwyFuvcO2jd9i5d+Dan1jYXz9gPErYvdckGSUsrs6yt9FyX2/vEKVXZiqUqhEH266v3XgQs3ppZQqkTuL+cTI6n4NRnalw+Y0X2L3XJE8zZpdnWDq78Kr9eq0+zY0WWhtml+rMr86dgKBPY1hr2by5g9GWhdUZtm7tsXV7n/0Nx9oIIah4ktJsldZ+h63bTWaWa1grGI8SGvNVZhfrtPd6JHGGH3iuy7mv8HyP0xcX0Eaw8fIexlrmVmY4f3WFPDfsNwe0m33iJKMU+WSZYW6+Smo0WW4JIo8kzcGTpNpQKYek2qCxVEsh/TwjSXOsJzDeJF1xBJAcuaE/ut0Kl5KiKPuegptjX8Mjq9krgM3hfsWqdhTkmFfsU7QVmDjc6f6Qg3/9U8QvFCmpJx5j7i98JTIKC9ppcqxCEavcKn3ogy2dgY+XY/GnpAU4tkEjSVOv0JC4ltnW+uSpRXoWpQxGKrQxSAV5Lsi0cO0KhEAgSMyRqmoEwhi0kUUXdkEkJEa7ii7pSVKt0VoUDTOL8zWiMMxzg6eFcQyDdGzSzJ/9IuTcLM3/6z8z+O2n0b0hi9/655GRDwKkKrCLdlSZnaiXrBvoKTuswZU1TYmx4zTcZNtEePwKyk1MUlZH9yte0wAhyLzI1AmnuxFHDyOdNmhi3Dedb+lYJqEEmbb4wrUPGSc51WoJ5Xk0WwOWWgP2drrMzFWwVvHCs5uUwt3CL8fj9IUFFn8fQ9D5lRne9EUPMbNY5dZzG9x5cZPxMCGIfOJBzNzKDH7oobOcezd2ePiJS9TnXJl3pV7i0hvOsX17jzTOOH11ntWLJ/qbTxQnAOdzNBoLdRoLH980rt8ecOPJW8RD16m2uXGAMXbqfvlajYPtNvvrTSywsDrHwtprB7QZY9GZxo882ns9rn/sNs2tNspTzrhrmGC0ZTSM2b5zQJa8wNqlZbwgIIoCjLH4oYfvK8Io4LF3XGHt0iLN3T5GG7bWW+xtt5lbqjvhqNbMLNTp98e0XtomSTRSKtbOzWOFYH6ljvI8RnGK8hRbOx0GaUqpHLG03ODuxgF3Ng6YWaqSFFVTu52BwxCT9AJFx2956EzsfrueRXbSJNM7kjGSRx5jDyuojpYWT8LeZ5sp2AHhFmIs2EnzqqL3UXz9Bgc/8dPoTg/he8z++a+k8s43F0TPkbKeSU8k7BQYTdIgbqEW2NTD+vn0r63VBcVkYWKKZ61m0vvKeBabG2wuMcqJsIUwWCuxVpJpixTKpZaxrjGpkQ6oaM99rlc43soAqzVaCFLt0mViQpxYyHNZAAUJ1hZgxEMbt/oLZZFKUPuCNyJrVfb/+U8zfvpldv7xj7P0t/8iql5xZdiCQ5rkMLNXVEkdSUkdBTfHEN/hz5R9mbgbH6mmms7lEbJtsrsAbAAy5dBb4OjxpcVKlyacmCibaboeh3wkSM+4gVKQ5hqD4ebLO9y+tkuW5DQaJdbOzBIPUoJAsbhUJ44z+t0R5XdcoVKLSNOcPNUEoUeea4a9MUIIajNlrj5+EaMt6y9vE1WdC/F4EFObKbN2ZYXmZpuwFLB6cemYvsZVIt7fyfwk7h8nAOck7hvdZp9xP54yO539Hnv39l/TAKe92+Hlj92eUt2d3S7A1EzrMz2UkjQW6lx78hbt/R7jQYLRBs/zKNechsZgCaOAB998gVIpZHZlBq0N1dkKm7f2SJKMeJgyM1dl7lSD+eUZLj1yllNn5/m5H38/uXbGaG6dF6zf2iPONWcuLLC/3WOcJMSp5uylRc5fXSEZ57S7I6LQI6gG3Lizjxd4bO916AxG5Bay7ggrrAM5RpOLYhEUTlw8FRIXZd5WFf2liucyOt4K7Jg21ePVjM7Rx0ekOdYeeW0CUAoGZgp0ck33v/4y3d94H1iLt7TAwjd+HcHqyuGiyuFi7TYYiprpw4V+8rpw+5jMd7qRyWKtCoShCzQg1FQMa3MwOWhlXepLgZDFa5kA6yGwZEZgJipcLQvgVIC31JVOm0BSVyE6g+4wwXoKIcFXwhky6gKYCQ4F1ZZCvWtdHyNjnSj6sassf8dfZu/7foL01iY7//BHWfq7fxlvoXFImAkOS78L4DQBshwdN3tk0iZjcBTwHN1fiOMl+5PjF4eZvGaL18QR4bmw4Ck3nlj3fbFZYRQJU6Bji/MWxlXBCWkYjjO0GWKwjEYJ0WSOBIxuJOSjnNNnZxH77jybuz3OXl4mHqWs39ojTXOwFpNrtHZQdnaxxsWHV8m1KfykAoKCCbv38i6rl5ZpLNRQSnLnxS227+xz9uoq8yszrjedEK+ZG7LPhDgBOCfxB49XCgBfY9Hd76FzPe3O3d7t0tpuv2YADsDa5WU2b+5wsN3h9KUVkjil3xmTZzmlckhYDjj38GlWzi5xsN3G5I6FWTo9hwBa+z1OX17iXX/qTTzwhrOAICoHKCV56E1n6PdGpIlzbh12x9TnK2xudlg5PcfsQt153nTHPPC601x9aI00zbl9Z49arcR8b0yrH7PX7NLuj0iNIaoFJCYny3Jik5PZQ1diJyYWhz2hRMHa+OAFkMsCNxStGTgKUMR9fjjy2kR3MdlW3KnbCbtyLNwCn+7s0vx3P0m2uQVA9W1PMPtVfxIZRQ78aHM8fVIgLaet0UwbIh114xUFC5EVJz/x6skL5sbYI4LoQ1YL6/axRkJqnZuvAJE75kc7dSzWBoX53ZFxsNaly5RHKCP8XDGMx2AlyvhgBFoat88EBUx6dU2OoYsf5dJOjqWxBJfPsfz3vom9/+3HyXcO2Pvef8Py//LXUPUqUGhwJq3X4TiTcgzETCZHFOd/NB01+XK41w9fEYeFbkx0P4eEGQUxlhnwZIF9DQRSkmtNrgs0pAQUpovTsQPHGuLMGT3PXXOSa9q9ISbTyFqJwFPsNfvMNkpgLHlmmFuoksYZ/e6YrXsHeNJ9z+JhygsfuU2ea972xQ9Rn6nQ3OkClv2NFrWZCu39Hr2DPjNLDar1iCTOkFIwt9SgPldh0B1x54UNegd9DrY7NLdahOWItUtLnL68Mm2/cBL3jxOAcxL3jcZCjVI1orlxgPIURtv76nReUyEFxhyKQV237tfW3VAQ+px9cA1jLNWZCuWZEreeXSfPcqJK6MpGQ5+nfucaSZyydbfJw2++yBf/uSd4/duuYLFU66X7ev3MzFbY2W6zdeeAIPJ45LFznL96itt3mty5tU+1UaZ90KdWLzM7U6Xfj9ne7dBsDun2YxKjiao+7Xsx40yTCYNJc3IsSZqjRWHeN8mKcFgCPllYrQTfL9ox2CMyjaMLOK94DMfBz+R5sTjaI8h8ytQcYXKstfQ/8H46//kXsVmOrJSZf8+fp/zoI8dSIuJYR8/D7U4S4/pSCXmEKRKTi5p8rkBaiZHagYvJwl4szEeZianQ+kiJmZAcDl5x3kpItLBQuHKLghmxEpQQJEnOSKdkApSVeMqVsLvxLwQ8orAEnjg7TwbYFugBitpwB9D85SWWv+ub2P2eHyHfbbH/v/8ES/+fb3TapKNgBl4xJxNa5RWMzZEbJzGxrj4yn8Icea/hsIXGBNxMvso5U/GxEQ5D+h7MVEuOaUzjQ8pnUkHlWaQu5scUtgDFHCq/AFFS4fseWa4RQtLrDPF8ycJshW5vxJ1b+1TKIVmWc/35DXRmWFlpMB4ljv0ZxNy7uc/lR9yNRLc5cCmoC4uMBzHh2hxe4LF8eoH9jRbWGDzfozZboT5X5eVn7nGw02XcG9Nt9ZBCEA9i0nHKA49fJAh9TuL+cQJwTuK+UZutcuVNF9nfPEBnetpl+7UccyszHGy2XHNNKfBD/9PK3qRpzrUPv8zeZotyJeKBxy8wf2r2E75vbrlBa6fD7kaLaqPCA4+fZ/7ULI2FOiYzfPR9L5KMUpbOzNGYr9Ju9tm6vc/Db774cY/Z6474hZ/5PXrdmLASMhqm3Hh5l3FuCMshlYrz8/AjH1nyuX59mwzLXrNHuztkc7/vBKzWMEwyp7kNFLk2xLl2gEIdrlOT587bRhRpGKiWJLkPI2Ne6Qt3CDYm5Ing0C+liClrc3TRpLDtZ7JmCkdeCEi7XZo/9dPEL70EQHT1KvPveQ9+vY7NDw8kJlU7hYZEUmCTokwcBKJYsKWZaHImJ1sYKvuFv40WmNR1dZ8yD7a4Dlu8V09oCQkaZOYWf4l0jSYxTp8kBMoKl6KyzhDPWouUAumD0cIdaiJGLkrWfKHQUqKtdamtCeszueRpignH7gST83TX5dVnWPp/fwO7/+SHSO9scvCvfoaFb/46hHcEGL2SVStSYU7gVbx4jOERxz97CiaPAKEpADyCUu0rPq54ID2X1u2nKZ6S+KEgS+zhBGoKY8JijlXB8BVsYV58Xmxy2qMxUTHHga8YDlMq1YhavUSS5oyGMfEgoVIr0d7vs3F7nwdft0alVppqbNp7PYLQozZTJs9y1i6tcLDbpdscUKmV6LYGxMMEBNx5fpOoHFCuRaRxhu8rjNEsn55n1I8JSs4QcNQbEyyeAJyPFycA5yQ+btTna9TnP3tEbfW5Glcev0hrpwPAzGL909IlfBIf+2/P8NzvXCOIfJJxxvbtXR5951WsdX2xls8sUGm82k692igzs1Rn684+CNi6c8CLT96lMV9j9eISXuDx0BMXqc9WAMHOvRbD/vj3PZfrz22yefeA1bPzWGO5UzTnLNcjuoMYvx8QlT1WT8/S6Sa8cGObnf0u0vfoxzH9YYIVEm2180TxYMKdmALM5LYgICRYXxySBAK3WEtIhCE3HMUnLiZpLHhVWmqyZk7iUKRaEBASFOJQMlPsP37uefZ++qfQwyHC85j/8q+g+vZ3IISEDEQupu8/9rHFYqqEcG0AJgt3zrRTtqBw0BViSlRoM/FimXBLBTKboKbivVJIV35unZuv1AK0RWjhwIYSeEWvJz+QaGvQpnD7LYCQUu6aPeUAlRWuWkpbCx40KhGR77Eb90lxr03B2oQ9mTAn0iKMxXo4xlM59shfXGTxf/7L7H7fDzN+5iV6v/SbNL78iw8n6ZUIdTIvR0vFYQp2xBT5TvYXLnM2ERsfm2TxijTYkQkqwKjvS+f+nOSM8owwkE48XWh+lAJtLSY7/v0At30yzxQi+CQ3rC42WFmso5SgUi1z6vQsVhtuPLfJ8kqdsxeWaM1V+b3ffonNW00uPLDCzHyVXquPNpYzl5eZW6pz67kNuq0B86dm8SOfcW/M3nqLhdUZgtCjtdvj1vMbPPyWSyydnmPjxjbNrTblaoQf+cws1lwj1M8A1/XP5DgBOCfxORX1uRr1uU8/aBsNYu48t0ljoc7sUgNjDM+9/xp5prnw6BnSJKd3MOTq4xeONcKz1nKw0+XWc5tE5ZBua8jd6zukScp4kNDrjKg2ItrNPnmuSeIcawwPPHb6VedgjKHXHmGsJUs1SkmMtmRaE4Ye8UjSGyY0D4ZkeY/cGG7dbdGYLTMYpXSGY2ozJeIsJ9UWS46Qjta3GowPbiURk+rgwom4ADeFJsUWQmGrIHnFYmXhUEh8ZPs0ChHGlLl5RSpLWJxod5IJkqCznINf+i/03v8+AIKVUyx/9dcRnlpxvYsmx5mkUyYK50k6anIismBrJqU8kw7X1oGUyZ5SOtbDTMCPwDE1E9qhyLEIfXjushifKeuSC5eqMe6apBRUpWIhKLPXHzHKc+fomzkGSDp9K5kwSATSuPJtLaAUKKoywLeSGVuia8akrm/nIelkC3Q4YVuERGjj5mLiP2MhPHOWua/5Klo/8bN0f+G9BKfPUnrkgePzNf3ycnxjgX6n4zl5vRj7Y6mpo2M/SRkW8ysm6b0j824ExKkhEynKgKckUeiDgTjWBEUaSiow1o2tmIBZUUDP3M2V73l4gUeSO4NKIyBPNMaOSdI6S4UJYLkcoZRiZqHK6YtL1Oshs4s1lCc5e3mJyw+vFTcdsHpxCSEFtbkKUSnkhQ/fIEtyzl09hee7BqCnL69w9fELXH/ytjPyzDR3X9qiPlthfnmG0w+sUpkpk8Yp23eajPsjSrUyK+c+M/rpfSbECcA5ifvGsDciSzLCUkCp+toRsmmtGfUcW1Gulz5jHYonMamIMNoy6sdElZCZxTrWWvbWW/Tbw2MAZ2+jxctP32Pz5i5IeOnJu1hjmV2oM7tUp7nTJYw89nd7dFojfE9Rn6uwt9XhzvVtXn5xi9Zen5n5KlbB7noH5SnCksfCcoPWQZ/xMGF/r48G2pstPM8jDH2SUcJolDK7WAXrmm0OBgmp1odrk7EY4QzjrHHiWFUAFCnAKoGUYupcPAE3R0u8Jykm+0rGBo45HB8ZReCwOea0bZGdlAEzXTzTVofd//BvSe7dBaDxjncx/yVfhlD+tERcWkDbQ/+WSfn30Y+DQ7ZGi2krhkN2hiOLssATgjQ/kiYzjjWYECXI4yyFLMZHClcBJLIjBFbxuSXpcX5mlijyuNPukGd2KtYWgI5toWkS+EKRY6kqScOPaHbHpLmeMj8VXxBbQ14waUJPQCjTaxFWIg2YoHC6EY6jqz7xFtLb9xi8/8Mc/PhPsfIdfwtvrnE4Bq/8LcQxputVKaijY3hEMDXFSpM5fSXYNYe7TzFn7p57UiJ8Sb0eEWdDcg2h58THE7JJ4r5fVrtGoY6Fg3Geu/EUcNAbYY0lHibMNiqsLNVJxilLazOMOmP2dzogBGcvLnH10VVq9TKeJ5lbrFOquNYl/e6I9Zd3GfZiDJZOc4CUikqtRK/l+gPOLDg2duP6Njeeuku5WmLpzALGGIadERdfd5YLj7ibltvPb7C/fkBYCmhuthn3x1x54/nft4WDzjWdvS46N0TViPpc9ePu+1qOE4BzEq+KnTt7rF/bIh0nROWIc4+cZmHt99eq6FwTj5xnTlQOPy2ljGmScfuZu9MU1PzqLOcfPfsZKcIrVyPOP7rGs799jfEwIR6MaSzUmFmZme4z/SNeRJ5ptu/sE1VD1i4tsbfZIh7G5LlGa4PRhjzLGY9SxmPNzGKNLM0ZjxKe+uB1dnf7bG20yJKMVnOA8hWvf+ISM/NVxgdDLlxZZHa+yq0bO5TGGeM0IxvmTsshnE28xTIcJAgpMRIya45oY13zTWBa5m090ELgKYGUFi1BKPAVJPbwQu0n+rpYwDtML00YhOlAHTmAKCqTLMVCNwE3u9ts/5t/hR70kVHE0p/5C1QefNQtjLqQZkzJGlcbZXApH5Hb6Spoi9zFUcbIgahXpFGmE+cqweQrXrOFwF1a6xSxerJmO5GwkNYBofuwGEqAzATbzR6BksjETtd7ISdZL8dMlGWAUgKtLRfmZumMYpJB7nzutKvI0qk7qGdA+xxjSaZjPHmYT1J/h+m52a/8UyR3Nsg2tzj4N/+BpW/9awhPHaa6igE7Vu5tjxzYTuZuQsEceV3wqnGduBNP33sUJBv3urEFQNQw0q6STwLCd3Ob6EJcbexU0C4nHyaOfI6BUZwTeAJ8iVaCciNiYbnG2bPzlCohYSkgkNDeH6CU4tzFBc5dWqLbGTMcjNnf7bKwVKdcjdjfbDMexiydnmV3/YCbz28QFn45SZyxsDrD/HIDnWbsbrRdmtNYklHK6SvLpAt1ls7OMx4k3H5+nWsfucXy2QXqc1WstbT3Ogx7448LWnSuufn0XfY3DgDwQ5+Lrzv7mtdY3i9OAM5JHIthb8T6tS2UJ1k4PU+/NeDuixtUZ6tE5fC+7xkPY+48d4/eQR+pFCvnF1m7cupTnh/evbPH3nqTuUKou3d3n1KtxJkHVj/BOz898cY/9nqicsju3SblakR9qU6/NaK12yFPDbX5KvXZwz9SySil1xrihx6Lp+cQUrJwagaz2cYPFL32gFK1hPQ90iRDYEFJkmHKOM7oDXPmlmcoV0LazSGjXkySZAz6Y6QSlKsRT3zBg/zGr7/A7F6XjfUD+ncPyHKDHzgNCRJ6cUJqDKZgCox0HmlGSigofKuE8xzB2fanxqJCgZRFmqhYQyYl45Ny34+znh0ulOr4JjgCdOBwUbR2qs0QCJLNe2z92x/GjEcEy6dY+dpvwJ9bcKDCHgFCk4VWuH/kEUZhAmiEdL4s015WlmMnLXBgxoADTkd9YMQrFmZw+peCAZqwOyIvPl8cSkwmzS2VAB/I8ozmMMdisYVDrwjAZO7QFV8hgXycExd9DfY7Q9qjIUYfP3VwQI7UMWF24vZbDK4ogKnQAqMnxoNi+mapAha//uvY/t//Gcmt23T/y68z++X/07HWGMdm7ujzSUpqml86ztYc+zky8+Jo1dmRh0Li2mhMrq+4jEwfjt9EP+7E4uKwzcRkI8KBIWMR2h1TC0uqDYnOGWeWaDBmuzXgTOQhkoygElJulFhYqnP+yjJ7211uvLDJ3laH0SChMV/hic+7WriHe2RJTmuvR7laYnG1QbUasXFrj5Vzi5y/eoq7L20xu1hj1B1x79oWo/6YJE54w+c/hJSSl5++S3u3QzKK2bq5g5CwcGr2yIzePzr7PZobB8wuN/B8j26zx+bL28wuNz7rGneeAJyTOBZ5mpOOExZOzzvr/0aZzl6PLMk+LsBZf2mTg602s8sN8kyzfm2Tcr38B6oI+qOMUW9MWAqm/Vn8KGD8CcS1n84IAo83fMEj0+fGGJqbbbqtPkHos7A6R1TQ2uNhzO2XNmhutWk3+yydnqUxV+MtX/IocZzS3Oqgc02WWW6+tMNwEDPoGcrViHicEFVLtPYHKE/g+T5CCYy1DAcxw2FMmuSOtQh9tnc6HDQHJLlG+ZI4y+nFCbmyKN9jmOfoiaGaEm6xFAIjrfO1Aae5KVJRygPPFwhPIoQlE5YsP77GHZVfwBFCpkiZAIcgRx5/4/0AkdBi6qk3uvMyW//+R7FpQrh2lrWv+yZUqezcao8yI0cPog+PXdzau8dF9c3koS38YqRi6tWjCtDmG1e9PcVBFreyioJhmSKLI+CqOAdlXBWQpSjqKRgJRQFkDKRaHxs4pQ7Hx7FXhjy35BNdiScZjhLi1ImaJyyIEAWgKcCh1Ewri+wRkz2bMXWMnjC0dqrEFfhzi8x/9VfT/Pf/nt57f4PowkVKD109gkR59WNbAKvpUIiiceZhamrK/ByZn6NL+ATETJ/bAuRodwijQBb6JUORtiyud7LvJPVpCigroCg3d1+MQkZFnGTYPMeTHkoIdna77O11qZUiAk+ipCC4uU+WavY326zf2cdqy/xSjd3NDr/za89y6vQsg/YYnWtGgzFJnCOlotwoM7vUwFOSg90uvc6QZJgwHidUZytOJycV88sNxoOYYW/I6qUVrIWtWztsXN/FGsvK+SUq9Y8vK9C541k93/2dDEoBeZqjtTkBOCfx2R1B5BOVI3oHA6ozZfqtAVEldG6b9wmtNcPuiEqjjB/6+KHPoD0kGSWf4jN3mpv99QPyLHd3bHFK6TVkhCWlZOnMPEtnXp0O3L7TpHsw5IE3nmdnvcmt5zfY22wxf8qVgpeuRGzda7JzswnKYoxhNEwYJzlhFDCzWGPrXoft9Q61mRJJnOH5koO9HspTlGsRO3tdNrY7HLQHWAHDUcoozYu2S06TYoydetQcTe24MuPJ0uDSL6a46w98RRh6JBhy7fxwph2gwS3wk8eTNEPRnuFoqmTadLpYHI/ikQkQmVT5TrYNb7zI1k/9G2yeUzp/mdWv+UZkGB32krKHx7RHwdNEdDo59tHqKON0MUq6hVUXi6cE6kGAEJAZQ4pxfaQmHa/1EdanADmTz5osoNPrsaB0AWwKdOTh2C+pBAGAkASBIk5yjLWYzCKFQAkIQoXNHBsTCkHke2ht6Q9TN3deAVCl+2yd4mihAjzJXOB5kBQCa3vkXCdzISYjcgSoVV//RuKbNxn87u/S/Pc/ycq3fAv+4uJxlo4CIL2CgZna8LzCHPAYuLlPLvNVWyZvnbCBBSM1YcfcLqLoIFGAlwJt2UKHNW3OWTA6SoAxoI1Ba0GjAjJQaCzjQcK4n/DoI2s0GmV2drr8zm++SCgFzd0+UdnH8xXDwZhhf0ytXkYbw2iYYoF+Z8j6zV3uvLRNELgWHKVBwniQsH17H4BqrcTKWxYpVSMGvTHlagTWMaKrF5fQWpPFOWceOEVtvka/PaRcL903PV+qRgSRT2e/R1gO6B8MWDq78FnZuPOz74pO4n8oStUS5x45zd0XN+js9YgqIecePk1YckxCnuUMOkOshUqjTBD6RJWQ9m6Xcr1EnmlXQvpp0L0sn1tk1BtPNThL5xZZPrf4KT+PT0bEo4SoFBCWAso1N879zphStczO5gH3Xt5n824TnRtnqmds0QfHkuea1v6AykyJeJigjSEqh5RrJVbPzVGfrdAbpHiBoj9MyHJXdhzn2qWb7KHpntaOrphUGtnCO+WYwa8E4btFIvQFy3NVjLRs9QekTK1YXBQLyVRAUgCcaVXUkcXz2O/jD6ftAY6SO70Xnmb7//4JMJrKAw+z8tV/CTkRE08aLR45jpxcCK8AG/JwgZf6SFFV4ZhbEDyUUYTKo16KKIc+N7ebpNnhMSefVWBBhHbgaMoSTdJX1u0kEa5buLUT+xlCoShLfzpO2gow+WEVEBYlBCEKFQBSIawlzQ2jJENoBwB1RtEN3c2VJ4q0WOEjaBTkhf7HzemhXaLwcOKWnKnQ+OjczX35V5JubpKur7P3f/0op/7nb0HVa4fjeoQtmx4Tjhn/iaMvTvd5xeQXP8ecjCdgaPJFKICp4RBQHmWspuBpAqqtOw8HiOw0DZcZOwVgwloSrekOE0ajHJtrQim4fe+A2dkYH0G7NeLs2gxJkjIYjLnz8i4206yemWM0TvF9Sb87Zml1lkqtzMFuh/3NNsKDR95ygUq9jBd49NtDKtWI+VMzVAvnYyEF9bkq9fkqexstfF9RbZQ5/ZZTxIOEp/7bc4z6MbW5Cq/7vAdZWD2uranNVrn4urNs3NgmT3OWzi5w9qG1z8oWECcA5yReFQtr81Rnq2RJRhD5U3AzEfE2t1pYCzMLNS49dp7TD6ySxhn7Gy2kFJy6uMTcEbHspyqCKODyGy8w6r92qqh+v7DWEo8StDZkac7O+gGjQczNFzbodUaUqhGtvR7PffQ2eabRuWHQj9GZISx5JEV5NMYgPYXRGi+QPPa2yyyemqF1MKA2WyEHRgcj4vaI1OQYYfF9BZmdug/DBIgU7QWEOLbdeG51nhj4CQmB78wU+1nGIE+JrXUeOK8EKxPW5qhDLbw6HXU0JkwIvPouX0D/uafY/rl/B9ZSe+QxVv7MX3RwoWBbJgzNq4CUfcWPhEgKcmOZaFKtAV0snPmk8kpC5PmESmEyTbMfk8V6Wq5tJ9dn3UIrCuZLTRbXSbpmesmiyAYJQilJU41SgkApFDCOcwLfNcU0BfoURjhWCciSnEpYploNafXGjJIYow/X8qm2qHD9FcXQTECiMEUTVAv4IIXAFnY9VtuijH2SCisGrxgL5fusfP1fYev//AHy1gF7P/ZjnPqmbwZv0jn98JonLJC0EybwyDzwSvam2DYBMpPBmmh4jpSLW9w1RYEkywwmO7Iv7jstC6ZIeNaBdS0O21cAyKI0v8jl2ULkbgyMY83OXodAKHxP4VlJmu0R+ArPCqQ2eB70+wlb6wfkqaFc8um213n5hU1KoU+lWqIxU2J2rkK31ae506XT7BFFIW/6/AcoVSJWzi3ieRKdG9r7PUrlgLmlBlEl5PIbztHcapNnObXZKlmaceuZOwy7Y7Q27N1rMurHfOFXv+1Vflrzq3PMLM+gc40feIfVnMaQJTle4KHUa99j5wTgnMR9IyqHr9LcNDcO2F9vMr82h5CC5kaLrVu7XHr9eR584jKjfoxSkspM+RMCi0FnyO69ffIkp7FYZ/HM/PQ9utAW/GHywcpT1GZf+yWPOtes39hhb7PF3nqL8SDGWMuNZ+/S2h0ws1Chtdej3x2RDFPCakCAwIszkjSHJEd6kjw1eH4AwqIzZ2drhCXPDafPL6B8xfPPb7K/32EwTMlyQ5YbylWfcZIdtgg60tLCUtwBFwuJkYd9gZAglED6kkopRClJczxCH9rCHLvR5kibhumLR/Y5GhP249iJwBHhjtun/8LTbP/cT4C1NN7wFk79qfdgkG6xKtJER80ApzeuE+AD0xQaFnRu8ZFIY5BH7vyPVuoADIcxcZwjrGWcaKw5XFOnUhXLFAgI45DPxH9FCscIKaRrnJq7fI3O3fGVEPgFxSIyS5pmSKUoGUFiDFIIVwVkLT4Cz0oCI7FZjskmfaImLImjkQTFIlCMy6RthjdhmCSQgg0Ox0oYgdF2OmVTsdN0/gRepcbKX/prbP3QD5Cs3+XgF/4TC3/6q49M/PH3vHKuj3wV7vvoKNcwATZT7c0R8JtZg6+c3MpMdF/2yBxrl/IzdmLCKBDyiEWAglwI5OR6J6krAcMkx3ggpKRWDxjFKa12io9AZYZOe4gnJVYISrUQnWRkcUYqnI9OVA1pN/vs3G0yv1zHjzwq9RL3buyAtZy+tMSbv+hhao0ynWYfUfSoqhVeOuVaibNXXQq+vdfld//rx3jmfS9SbZS59Ng5SpWQ7n6P9l53CnCyNGfr1i7d/R5hKeDUxeVpGmvYHXH7+XXigXNKPnN1jdmlxn1m5rUTJwDnJP7AkY5TlK+mwCMsh8SD2D0uhVOm5xPFqD/mxpO3GPXHeL5Hc/MAnWtWL62wv95k+9YeWmvmlmc4fXV1KoZ7LYYxht17zSm7tXRmwVVAfQI6uLndYfP2Hr7nMR7EjPoJjaUalWqJ/Z0+rf0B/d6ITnOAlZIgCpGe5mC/h+d5SCXJc5dDmFmucOrMAu32ACk9twooSbs1pNKIXGVIpkmSjNxAYjTZyKClOLJCu0XaCFGwNZN0lJhWTMlAkOJ6+ESBh1WW2GQYA7IoPTb2SMZmAm44wnBw5Pkrwx4ubEfX6qMpicFLzxXMjaH+ujdz6ive41x/c8e+aNwd+NS35ghzMmVXhNPZhKGcgo1GKSJPNP04caxNsSJPi4Qypx/O4pwoEIdASRdl4OBQgy4eTxikCWowrm9SxQ8Yx5kDN9oW5T4uRO6YGWssofKQSuAJicVjnGbEOifwFKGS+L5CxxkbrSGxzh1DYsE4wcmkibrLzEiXdnLaIQde9ZE5n3z2dN6EY5amnkQT6mfybzGmweISS3/+L7Lz736U/oc/SHT2PNU3vnk6X9MpnrAxk8O/svv4K+b+WAg4mgJ8ZUwOlU/mQzFtsmmEE3JLHEif5LoMhcGitlMn60klnBaHmawcMFYTpzBOPLJxhhKKSilAAcN+jDZOH6U8RTJK8EIPaS3Lp+fwfEFQVvRbA8b9ses9NVNib6tNrzMkHqfE44zVC1VmFuvHrstaSxpnCClIRikf/uWnufPCBt2DPu39HhbL0to8pVqJ8TCe/k092GrRbw0p1SKG3RGjfsyDb7mEH3rcfvYevVaf6myVcX/M7WfvEb3tCqVKxGs1Xrsrx0l8yqNUK6FzQzxMkEoQD2MW7yOI/UTRbw0YdkYsnXPNOwedIXv3mkTlkFvP3EP5Cj9QrF/fQijBuYfO/FFfyqcsmhstbj/nfC6Msdx65i5KSeZXZ1+1b55pOs0eOjfsbbTwPIUXesTjjH5vRK87otMa0trvsbQ6S7XujMHmluv4kc/m3QO0NkjPozZTIs1ystyglKLfGxOVApbX5llanaVcCfF9yYvXttna6TBKNMKTRJ7CpJZYG6wEqRRGulV/cteLAqsKa3uvMJVTh1oaJZx4UxhLL8mcM37BWhxdJKd37vdZuYqb6Y8b4sii6Hlu0epee56tn/1xMIbaI29i5cu/Bk9IQqHQUpPkQH7Ej+YVbJAs9CkIKIUeD60uMRqlNLtDIukxEsYtjvrIInwElEnl1sg0scdEydOPyR26k5pjQE36llLgEQqFyC1e7sSuImfqfiwVeFaQpzmeVCwvVEmSnFZ/RJZppBREUiIs6NzgCckoycmNJlIeeZofYy6gYJCUmDJXoef6HeWa6So+2X9Soj4p5bdFBdqk0eWEz5FYbMYU/FSuPMzsF30p7f/2KzT/888RnbmAPzt/yLJMUlaTwZgO1v34m/s8fwX1Y4t021TTZCEMPPI8P8RRkyqzgnlKbQHAj4ClCQiasm6FDstSVMkV559qS+RZeoMYk+YsNirMzlXQaU6vN0IKQakaEniSMQKhBNUoBGtIxpbGcpXqbAVtNAIY9MbMr8xx6vQMQRTw4V97jr2NFmcuLxGVAqJyiB94bN3eo73XQyp3YnsbTc5ePUUY+dx5fp2tm3vMLtc5tbTM/voBu/k+Wms2b+xw+sFVaoVnzv56i2F3NAU8jcUGfuARlUP215vEw+QE4JzE50YsrM0x6o/Z3zjAGsvy+UVWL638gd6rtWZ//YBhd0jvYECWZK7Xjpg0B5QMe650cu7UTPEeQ2e3x9kH7WtWAHfj6bts395jdqnOyrkl+q0+nWbvVQAnzzS3nlunud0BC732AGstpy4sMRqM6bWHrF1cotsdYtKc+kyF5m4Xz/fod8fUpGJ2sY5fCfCE5xY9pfC0YfHUDF7ksbQ8w7mHVgkCB7bGSUa7E7OwUCPThnZ7iMkNuXS+Na6NgsDkxeLlC8KKq4bK9OEd+6QjuBVQLnmsLc/S6vU5GCSOgPA47oFXsDXT50fSV9PXXxn3yVd5FqLAA2PZe+k5tn/2x8Boag8/xtqf+lqEdcxNKvS0TPiYx8r0AhxzMyEkfAE+ivEoI8scYzIYpYzi9HjlFRw+LxZqYQuGaJLyKCqkrC0qpSZvP5KKKwvJYqlMFPgMh4lbDLOU2Oop4AqlcqAuh7CkSBLNcJCQjXOsNSTFfMgJe6MsJncprEkubXIeLk0jkArQFqUEofLIMagJaXR0rI62ypBTSYrL+xQ5rokuxuIqeyjK4K2F2S/444xv3iC+e4v9n/1JVr/xbyKUOgZohBAfP011lN2ZDOAx5Hj8DZPzs+7yyEzuwGdRDaXTw+vIi/nTlsLfyHWENxakFMW8WcfqFHX61hymwows9OqFI7IMFEoJOsOEXLsBX1mZYW6uTLUakec51VLAqBcTlXwqjZDl1Yvsbhww7sf4YUBjtow27sZv8+Ye7f0eLz99lzDyWTk7X6QHLQtrs+hMs35zj3E/YWahzpkHTmG0obPf58Kj51hcnaW51Wb57AI612zd3KW52WLl3KLT0uH+tipP4QWOZfIDj2Scojz1mi8bPwE4J/EHDuUpzj9yhpXzi1gLUSX8A5n5WWtZf2mT9Wvb+KHHqDui1x4ibu0SVSJ0rrnw6FmkkhhjMMYgpSRLcqJK9JoFNy8/dYcnf/1ZWnsdyrUypy7sc+bKyn3Fe92DPs3tNnOF2Zb0BFu39lm/vs14nJHlOZu399GZJqpG9LtD4jijVItASPq9MfOn6iyfW2Bvs0Pc6pNpzcLyDDMLNVbOzFGfrbK92WZ7p4vRhnGSMRynnDo7h9/xiLUhzzWZcqmoqTeLKnIaoaBcC8nHGZnJp70Yre/2kb5A+ZLdTp9ekrjmmv9/9v402LbsPMtEnzFmu/q11+73Pv05ebKRUqlMyWpsbAtZgErXBmxBQZUvVSiMuQQ2RNjwA37wA4iAICAgoggTRFVxzfUNfDFtUcaFG2wZ20K9lFK2J/P0Z/fN6tfsxxj3x5hr7bX3OSlbWJKVrvNFZJ6155rdmnOsNd75fe/3vmUr8qlszFR3ZFoimr8c02WcTFKnYu7JXApwheTg9ZfY/lc/jVGK+lPPsf79P4wwDqaU2y/O7GI2N04n6pND2q4lBUmccdSdELiSJMmJM2WzKdMNDYg5lOJCyQMpEYQ6XQKbghsxLVGZk2uSK0XqFbQqFdyKYG88RGIJrtoYOynnCtdxWGrXWGhW6A1ikiTHcySVIGA0TlBa48qSp1MYXOkwSYqT+zgHwhCmdNK2x9CmwAtsycuVhkIZplUyocusCBa8za5fqYkz08cR9p5MyzkzjR0kq3/8f+TBP/0HJA/u0v+NT7LwvX/oFMg7dV/OLD8FKOcHxFmwcxb0lIAuLYHYbCzMrTdtXZ9Rk0pH8WmbuL1W9oVxhOUlOQZnSoA3oNC4noODpDtOQBmqnsdTz2zgGMF4GKGM4ML1VdZWW1x/ap1RL2LQHbO62aHerDAeRAx7EWjFndd3SEYJB1sjtLaE7skwJqh4uL7L3Ve3WVxtzTiS9WaF5lKdG1+6zag7RhWGy+88z5PvuYLKFcd7fYQQuJ7L4sYCh9tdDreO0YVhcWOBxmIdP/DYuLbG/Ve3OXxwhHQk61fXZnyft2s8BjiP4+sKIcTX7U2VJRlH212ai3Uq9dB6Ld3cY2GtTbVRpbXUYGmzQ57mLKy1OXrQtWWCWvg7zhB9u0WWFXz1N1+j1q5QbYRMRjG3vnKX9nKTxTNtmwBa2dz49ImpyBVH+wPCemB/DI8nrJ7rkCaGaJwyHCQYYWgtNLj2zk227h0x7MUsrrWRniDPNM1WhSefO4cb+vQHCbfvHdPtTYiTDCkFhTFkxjC5tU+U5HYS8MQJ6RJmBFjhWY2bNCvQWC0cI2w77XSi08AoyU/Ud6daNvMz2DygmStPPNRZNZ3k5ias6cvpstzA4asvc+/n/hlGFTSuP8vmH/1/YoQzKxGZ+X2o05qBs5bwsuzEyT8IaZiMY3pFWXwp7I6m5GKrOmyzNH55IFXuX5aZm2mOazZR65NSzyx7YZMr5ElOMkkZjWLiKKMo7IEEtkPLcyTLrRrLCw3SpKAqXBIhLdepJBdrA4Hj4DqSSZRbUJJbJCgwpQ3BVFdnem4Co6BIDEYbq5FUZEhHII0hV4aiOLkfssxuTK+feUSJSZYie3quzOW1Oix/7IfY//c/S/fXf4nqtScJz104fWPLazdPJP9tH22mn2We6EyZZSnH27ynqaDsCixFAGf6OCUuFQKke4KAplkgOSvT2Q+sMUhjbDkvNxhV4LsuApiogmeeOcf6coOXv3yf494YhCCouAhX2kxnI2TQi6jWw1JLyaCNJqz4dPf77D3oIgX4vs/eVpfltRZaGXbuHjI4HjE4HrF5bQU/9PECn80n1rh/YwfhOCwsVvEClwdv7HL5mXMEgUfvYIDrOlQaIe/6A0/TWm7glYBnSjJev7xKrVkljTNc36W11HjbPlxO4zHAeRzf9DCzSeHk0Sys+py/vkFn7aRUE1QCrr9whf7hEKMNtVaVevvt+QSRJxl5WrCw2sL3faJxjFawcWX5kU9FlXpIEPr0Doe4rsNX/uubJFFKZ7XJaDhhNIhB9sgzjZDQbNYY9Cd4vqTerlE/npBnit0HPVrtGrVGiFcN2d8fUqmGHB4N2dkfWFKwNuTGIBzJ8lrDZgPygqDq4QYOozgjL6yekSk5NwjKVmJDrqZ2DHa5kZwo4QpLNbHs1fJ9yn/PgBs4/fQ8i/kJc/qvePiJfnLnTbZ/7p9hioL6tXdw7o/9mVL3hVnWZGbAOHdoyuUCTgT/zh6+zLCY0nRTCIFrmPEwBBY4OcIKGQp1UiaaZQemdhFzGYh5sDMlNLsSGrWA8TglTXNKDjfSFTjCKkVXfI/zqwsYDbFKWGhVwcBxP7Iib1lhpWkSRUJB4LtUaj5JOrG4oywF21KLneTnL/u0/KWTgkJrPN+hEXgMotQSw0uxQvQJCBGiXH7qgzEn/niyXACtd7yH6I1XGb3yIgf/4ec4///6SVtCO3OvZ+PhdzK3zo+V+UzO9GbPgRk9t95JSY1ZRnB2GsJeLxybyUGBMdbOgcxeLC3tNkKVZS4NORrHERQGbt3b58GdQ/rHExwpyLVmf39I92jC/VuHbG4sEA1jlLLt//tbPfI4p9GusLi2wHiQMDgeoVVCMslsCcwYK+pZDYkmCa9+7jYbV1ZYWl/gcOuQtfOLbD6xjtaa4+0eRzs9nv6Oq1x57iL7dw8oCs3lixdYv7zylqWn5mLjd3DR3z7xGOA8jm9KqELROxigC0VQDeist9m5uUcSBWRxRnu5+RB4UUpR5IrmYuMtbSHeLlGph3Q2F7j78gOWNhfI05zl8x1WL648cv16q8rld5xj+/Y+vcMRQgiWzy3SOx6zv9VjMkpwfJd4klKtBVx71ya793vs3uvy5ssP8EKfoBEQhD7vfM8l4ijnla88IM0LqypcAg3HkSRFbjt1AKfvoqXA9R0KbRhHKalSZQZmbuYy9gk4VholrEs4UxqFZLbe7G9xMmdNlz+UyYETwufZdWYbPfr16PWX2P0/fsaWpa4+zbk//j9bT4gpqJke6lHlDX36tWPOHN8YdAaFmAMopbqfKP8nDASOwBUOFdelHyfluubkGGc+qr04ZXmrBGFCW1du33GIiozQ9WyZ1jNkRYHve/ihZHmhjtKG0SjGd13e+9xlur0R/+XTbxAVBaHnIqRAazCqIKz5qFRZleJpyYUy64SYuW3PwFcJUNPE2pYXUuF77kk2ZXod5mWiyzZ4JFD6X01LkgIL4KZjwV5/wep/90NMbr9BdrDL4DO/SeeDHzpRHH4rsPJWMV+Sms/kTInC0/t/MoRn49iRJRdnDoBPx4qe26cQZ7aXlOJ/BoPEFHp2SKU0SsOwiCxh1/FwhCBs2uaM436EVopxf8LxwZB6LSTNChYXaqystxn2JiilyDJFa7GOdAWNVo08ztDa6lzVmlVai3XCis/xbo/V84tcfHqT/sEArxKQRhlB1SdNC1zfwfVdFlvWNmfKefy/UzwGOI/jGx6qUNx+6R4H9w4xxrrVXnhqk0vvvMC4PyGsBKxeWsYP/dk2J4adYxxXsnZ5lc1ra2/bL6SUkvf9oXcB0N3uEVYD3vldT7J5dfUtt+mstmgvNzjY7rF9+5Dbr2+ze/+YYT9ClR1WUjjkvkueaTorTcbDhDjJcSouzYU6o2HMm6/uIDyXOM0plCbpThgMY+Ikx1WKQpflJwdyrTDGcme0UsS5siUIX1h/KcpJywXXd0i0tlYLztxj8NwtmppnmvmZfU7Ab5rxeWSczdycjRIUDL/6OXZ/4efAmFlZKvQ9lC7LKXMllLPbWlDBTMl4WmE79RRfTubTUoxRcxOlsdfN5SQD0+/HJ5mdcr2zzuFTkDTN/IDN8EgMUkt6hxNcIUizHIMoyc3giAItPZqNCpc3F+kNJzhC0Kj69PuCzdUWea5pNAJ2dvuMooQiN4zHGdKRTM0zpsklIQTCmcNswpapptfCEw6B76Icg4sgcCU6tx9uCnampZzZPZ62lAub0ZjeZ11eo3kSuQzqLH/kB9j/+Z/j+Nd/kcbTz+G1Fmbbz4OuU2PiLeIt3z4LeOZAi+GkRXxmOjoF2vrk84H1V5sHo1qYsgQ5bY6wu9Wc3PO80BQGxkVG1XWJJhmJSS0pOSswFUOWK4qioNebcPHyMpsXF7n96jZpmtPPR3QPR/i+y9Jqi+XNBYw2qDRn5eIieZyzc+eAyTDmcNvy9jaurnC03aV/OCBLcvxKwLV3XSSo2N/YIi843umRZwV+6LO4sfD7Qsjvt4vHAOdxfMNjcDTk4P4R7dU2nu8yPB6xd/eAZ7/76bfUtHnw+jbH2z0W1lrkac6D17apNsJTJay3W7SWmnzfn/pO4nGC57unAN1bRZEpuntDdreOufHl+4zHCbrQVJohlVoFXcrRdg+HOI7D+sUO/UHC1afO4XiSGy/vcPPGHkYI2w2hFbk2ZFlhCcSFmikVh42QQljTRm0UBVjtG40tZZVP7NoFXEGsFYURzGRsKVP5lCWAaalqHuTMlaSmT8CzmC9XTZ/i50oVp/4to/+F32T/l/89AAvPvo+1j/5JhHCQQtpro0/KR/MCgFNgc7bMdTq7Ur5W5cSsS86JLlVvhW3X9l2JRJDFBYk62em8eKBtqT6ZHG02jFkGR04BhZQIBDrXyMDBlZIoyqxzuzZk2hD6HkvNGlIILq4vcHwccXg0pl4JqFdDev0JOzt9xuMUgcTBQQqbUXBLNd6KK0m0xi1b/3OjybWZcY6kKMttjsNyu04QukhXUq8G/Ncb98inpb6ScDzFttqc3OuZBULJ6p79PZdpERKaz34Hgy9/jmTrDoe/9H+w8ac+Mcu8zSdloLyHZ+Zh8ag/zmZ9HpUFmlum5+6npPx77nhmeluFzXlNjyVKUGR5RiUHzTW27GdA6in5SpAZQx7ZsmOjGuA6Ase1ukrRKMFzBEtLDbRSSEeyuNrkc7/6Coc7A9I0YwIsjSLaeZ2FxSbtxRoHWz0evLmHIwWXnzlHpR5w/409nnz+Iu/+0NPs3D5AIDj/xDob1+zDlFKaO69ssX/3AMdxUFqzOVjl0jvOv20fIH+n8RjgPI5veKhCY7SZmbf5FZ8szlCFeiTAUYU17KwvnBh2TgYxaZx9q0/96wqlNFrpr2lSJ6Wk1qy+5ftnY+fuITdf2eL+rX3ixLbS1xeqFJnC8x38MKSxUEM4zsyPZn/vHlv3jjBArztiMklxQ49UKRrNCirNCSue/cEtcowWiMDFq/iAJk4zMoydVLGT0szMWdofcWNsJmPKtTmrUSMks8wAgpMuKTjpopoHPLMNOTVjnf25nU12Gnqf+3UOfu3/BGDl/R9i/cM/QJ4LUJAV6hT5dVqCmZamTu13DuicPd6MJlYShoW2on9g9ykBnVmvLkdKjNLoeXAElqtB2R4+mzhLgnJRgqeyXKWFxvUkfikqmOU5HhKHAsdzcR0JqWJ/f8iTV1a5cmmZm7cPuHn7gKDi40lJ4LgkroPjCoSRVEIXz3OQ0qEQhuE4BgN++WkdLZEO1H2X3GiyMqtngZlgrd2g2awgJLi+iyuE9WKagpjpZyqx7vSzz2dsZuWgctxMr60l6krWPvpx7v6//yHjGy8R3X6D6uXrp8eAOX3v57k8j75xPFzSMifjcX6/lOchsGN2hvKw43tmgnpm3wYL/MXc90R6trUc7HWZASMJSpWlQSnIC81knOMCKi9Y6NRxXYfzV1ZYPddh0B0zGaUobbh4fY3VCx327x+zv9UlrARUayFK11i/tEQ0ilne7NDqWMX23uEQY+DCk5ucv77xEGiZDCKOtrp01hbsQ0+Ucrh1zOrFZapvIzPi/5Z4DHAexzc8qo2QsBbQPxgQVANG3THL5xbf0oBTOpKgatevNE4MO7+dFYwP7h+xc+cAXWjaKw3OXd/ADzyG3TGvfOZNhscjFtZavOP9T/y2ACdLcqJxgpCCrTuH3PjKPcb9GNd3ydOCNM5ti2ggWd7ssLDe4vhgRL1dsT41WnH35j6TSU6WFTQ6VYKKT/d4wmiUUqBJCk1aKKTj4ngC6UrSQtFoBoxNgcpKY80y02KEsO3f01ZgACFsZ0z5Gpjp3yBB+vbp1szzF8+Wq8plX5NfMQcYpoDl+NO/yuF/+QUAVr/rD7H4XR+lKMSs/DAjkM6RiqcZFWtYWe5vCn7KjI7n2kk6U8bq3xhJro3N2kzLL2V4vsRzBHFc4DiCRsWjmyWzYzI3abrl9VFm2oVlZsDLcZhZJ2gMRaYZZgneVHdFYI0wjaZS8fECD1NKC+/tDXjzjV3uPzhmcaHBMIoptMZ3XTzhWBJ4oojGGZXQwwtdAtdFGes0nuUFKs/QvkSjcFxJJbTQpzAalGH3aEDoOXzw2Uu8eHePiuuTZEmZXRMnAOQMSpwudyWzjM9ZxWiw2wVLG7Tf/UH6X/oU/c/+JtWL10/A7llAMneMU2Nk/vjzGRvOvFcCJFOWF6fLzXx5alpmg5mY5cz+wbHE/FPYSYDr2JZ8IQU6U5BiwYUx5fr24cD3XSu+6Lr4vsRxJGle0OzUeO49F7l4bZXJKGHvfpe9+8d0VhpUagFxO6G7N2D98hILKy16h0NWNjusX1pGFxpjDKP+BD908QL7W/mojIzRBqM1jmufLqwvnSl1cH5/x7fvDPI43rZRa9W48q6LbL2xQ55O3WrPzTRz4klCb69PkRfU2zUWVtucu75OGqUcbXWRUv6eGXb+TqJ/MODOyw/s063nsHPrACEk61eW+dTPf4ntm7tU6xUevLHL8HjM9/zQ+/HfIsszGcbcfnWbUW+CEfDy529x/41dhCNwHIdau0Ke5Hi+x8Vr66UPmORgZ8CdN/ZIUmvHsLBYRxNRaJtdGI9jsiIjHSuUUWSlEaZxBa4rrSpqI2SUZSRZ+QSPfdqc8m5mJQZOm2jOfhalXUeXujZq2mljN7H7m/+9Pat3M41HPHnPx9Fv/RJHv/VLAKx9z0fpvP8P28lnnlsxDzDM6eXTjh+pTya16bq5hrrnYLKCiuuBMeSFRmLwHDvjFQrQhlrgUwlcijxCGEUc5Yj89LkKAU5ZjxMC2lUPz/UYDCOUNogpcGLuvMoJVmuDKQy6mL6vSaIcKSXRKOHTn36DLC24e/eQojD0uhOCik+l5rGxssBgEDEeJwjAd227eC30WW1VebDXZcoC1hikcKhWAsZJZk/ExRKVjSCOcr5yY5sH+wNyoVFpcaLcLIwtS2oQ3sn9PaUnVJKPp+3o02zOlGczLXUtvOe76X/pU4xvvkrR7+K2OydjYR4Uz5cbHwVqHvX3/Bia8nAeQTmZ4dcSpJuzoGzu3E/xeKYgunRZN2JK3y5byTEYoxHakEwyfNfBDxyboZaSas3n6WfPc/7KCp7n0u7U0UrT6lQZ9iZIIegeDlFKc7w7sAaahaZSD7n6zCb3b+xwvD9g0p9QbVa4/coWG5eWH7J0AKg0QpqLDY52elRqIdEoYmmjQ1g7aeSYDCJ6BwOAMjP8+6Ob6jHAeRzflOisLdBabqKVxvVO3GqTKOXNL95mcGRlxqWUXH3uIisXlnn6A9cZ98Ycbh8TjxPuvHyftUsrVJsVjnd6jLpjvMBlcaPze5pajScpea5mAExrw+B4hOu77N894PwTG0SThCzNef1zt3nm/dfYuPwwuTiepHzlU29wfDBg/eIyWhsmgxjP92ztX1tyYLtT58kXLvLEuy6yc+8YISV5bn2ntAHhOji+C8JQKEW/N0EJ21Hj+AbhuwSe1d9IlSZTmkGSMTaKcZpTnHnoM6IEMlMZ3WkWZ75bqlxHeeUT8NkSlDhdHnho0pouOwNQZq8BYwxHv/GLHP/XXwFg5bs/Rud9H5mp7M52P5eREY/YlwFEXmZl5g4NlMaXGtcItNLoQiOE1YwRSITWuIDG2iRMco0qFKYwJfI52ZeDPQ8fq2ckgTQuyIUm9FziIsdwAmCEhMBz0GXbvi5M6XBtr6cuoHA1KlNEpAx6EYXSZLmiEnrkhUJmBb7vcnw0YDRISDKF60ClEnB+s8Mkzugej62JkjAzfZiK77K20GC3N0apgiRXZLmmEviovCDNFd1BxCiLiZWZOa9rYyf16ficAhunbJvGsZ9d5+qEfDyXuZmBHAH+wgrVS08Q3X2T/pc/w/If/Fh53+fGwdkxw5n3vhbImRtL82UmcWb7h8bp9Fyn5SrDrBZnAbJ9rTDkuXWZl0bguOZE4HEq4wxkyqaCpCMpZEG1UWHj/BKe57K71ePilWWKQqG1ZuV8h5sv73C428cPfWqlfESl4rO31aN/OKLervHM+65x6+UHFGlOtVFhdDzm1ijhyfdcpn7GOdwPPK686wLbt/aJhzEbV1fZuLo2axUf9ye8+aU7TAYTEIKwGnD13Zfe9kab8BjgPI5vYjiO85Cr+OBwyPBoyMqFJYQQDI5G7N4+YOncImE1YO/uAcdbXYJawOBoxLg3obnUZPf2HlIKVK7p7fe5/t5rv2et5FLa7hStNNKRZHFGvV2bgbj9rSPuv7HLZBiTxzlf+Y3XWTm/iOuefN3iScqbX73P7de3wVil2sZCjaDiEdQ8evfHVnhtoca7v+sJ3vuhZzjaH+L6LoN+hBtYkovrOYzHKRgYTxKyTKEcK9bnSEtqzEs13KAaUsQpudY2OxBrVMkjUIWZm3zKUtQ0a+PY3/cCTumLKG9azuKhieiR4GY+zk5KjwA3h7/+H+l+5pMArHzvH2XpOz50+ml+bpuZWzen9yc4maRm708JxOX7eaHwpEPF8zCOttdQGVwHisKK5AWOJM8KtDLorLQ9ECeT5XSi98rW8WrgURSaXCtypZCuxBOCfKrvL0pOizGYQuPOPrdFBbKsl/hSUAk8hBGkaUKRKzzXwWAdvcfjGLShpzQ6L6wbuZRkWcHuTh/hirLcZkiygqIcs0WhOToaEvguGS4mU6hCkegU7Qi00WhjyAtzci/NiQaOKa+rKcdG1XdphAFh4HEwGJOYk0zaDNjMgQlRgp+F57+L6O6bDF78DIvf/YeRpVje/O09FY8qbb5VGetr7cjB6v7MjUMBsyyOUCcgflbmmg0orLWENmSAOyMkn8I1COmWA7PsVENTKEG9FrC61iSouuzv9IjGCftbPY72erQ7dVY3F0iTjGo94P6NPQDiKCMIXQ63u3zlUzc4f3WVNEpnkhq1ZpWjnS6TYfwQwAHrPP7Euy+Rxhnj/oTJIEJKgR/advPJMGLlwjIAxzs9DreOHwOcx/E4vt4wZV5+CgYc19ozGGPIs5zjnS71hRrVZhVjDPt3D+nt92kuNWgsTA3ijhkeDQnLL+S3OhbWWlZxeacLCMJawMbVVWqtCssXlvgv//YzgCCoBLQvNti5dcD2zX0uPrU528fBdo+t2wc02jXicYpSmv3tHge7Azzf5/LTG+zfP8bzPSrNCq98+R794wnjYUSSZlbNthESVHx6/QlJP7PWCOUM5HgS3/fIcoU2GlVIHKVwXIHBIS9nfCHLeyLtj73wRFmKErNlRpTdJsLOzdJlRjyedtFM/zvFy5gHNmczN/NxZgIySrH3n/41g5c+B8Dqh3+QzvPf/VDb97zK8ew9fbLcTrDmoc6q+RKWdMCXzqxrypGiFF+z+jZRnmG0QAqNUYY8K7MsJbdmysyYToQV37X7QSCFpJCCtORLqEzhSYnjCQLXZRznoDSBkCANSWozQo4jyi4oW8qp+C6DYWKvvzaoLIcsR+W2nadINcoYHM+hGnokeYEuFHGas1Ct0VmssX80JI5zXCnxXAugslSVnCBB1XNJjCFOC9QUuHgKXc780wmcaaasJJvLAtp1n3q1gkDgSgdXuogyTTVfnpotmOO7NK6/A7fepBgPGb/+Es13PH9yfyUPkdkfNV6+NiI6Oe+HMoblP3I+izP33wygTe+vngPzc4BHc5LxwQGd230KYXk6vnCQGioVn/XVFu//4DVcR3L/3jG1wCNPc/rdEVlSMBlbL7L9rR4LS3WSJKWa+bi+S/dgxOJKE2Pg7o0dJv2IUXeC69nSl+s5SCHoHQwYHI0QUtJZadIoycjRKOa1z75Jb3+AkIK1i8tcfe4iRtvs0jQcV6KKOeb12zgeA5zH8S2NertGpR5yvNPFCzySScqFpzdxHMcS84RAT/kgs0ehE0AkSrEM81Y/Zt+C8AOPa+++xOBwhNGaarMyEy184UPP8NrnblovnzQnTzVvvnSfc19c5/z1dWsqOoq5/coWe3ePqDYrxOOUzLE1/GarRrVZwXEF1UbI8f6QN17axg99ltet5knveEIQerhehX5/QlG2KrcWamSZYhilZLkm14Vt6UXiBw71esCkKGw7dV5YxWFjicGFAOOClAIcq+8hHcjKLI6W4JTWDMKxDswPAZt5QPOodnDm3i8Xn+pAEqCTlO3/8DNMbr8GQrD2h/4EC+/64KM1baYxfYLWc5kczUz8ZQaE5sFP+d9Ks0Ke2J3bFnyJEILQ8/BcSej7pGmOUgbPcVCisFya2Tlbc0ZX2Gd01wh8z8FFMpjEmEJT9W23Wq5BK03gePi+R70kHhujUPlJq/HUobsSOLQbFZQy6EJR8X0wgijOUMrKBXhCYJSiyA1GKTxPUvFcYqUJfIelTgPpWDsGRwgcB6RwKPKCatWnVq8wSTJqgYPWmigpZvo+aBDSILQ4fX8NJ3wTIYhTTZRNqAQubadK6Di4QC5OrvfUhVyUr6d4wHcdVl74IDu/8UsMX/4CzWeePxkjZ9vGz46jR2VzzoKZ6b9THo44Of7pnc/tqQ6n2AABAABJREFUTjy8/SzzZE7oPLNDl+elcnuNRelVJbC/V4XWBJ7LtevrvO+9l4mjjCxTJFHGQiOkvVindzhiMkq48dIWRhuCwGUyjBkPI17/0j0qVZ/OcoPF1RZFnrN394ijnR5ZkrOw3CRNMpbXF4ijlL1XDmadrMc7PZ5490UanTo3v3yHVz/zJmE1wPVcolFMY7FOo1NH3j2gf2CBT5ErFt/G8hzz8RjgPI5vadTbNa6++xJ7dw4osoLVSytsXLH8FNdzWb24zK2v3mPUsyWapY0OlUbI7u0DilxRZAW1dnX2VPJ7FX7g0VlvEw1jtDYUeYHrubTX2lx+9gIvfeoN4jjD82yb0c2vPuCJd+9w5R3nONzuoZSms9bCKE0aZ4S1gGvvOsdLn79ru8pCjzS2olxaGRaWbFvp5pUlut0x0nUY9GIKpRBSYrAqxbWaS45mnOV4gYPruQShx+JyjUqjwv2jPsOh5d3MnlodkL6wZoIlz6aUYbGifthsTkY5UU3bxcsf9plw36OyNW9FLKYEN9MWYgNFNObBv/nfSXbvI1yPze//n2hcfcfDJanprvTp1zNrBg1Cm1Pzl1CcKmP5JWEmTTWB59h2a99DCBiNJL5jy0yeLCjyAmUEShtLpJ6eizCI0gPAGIMrBfXQRynNZBBjCstorlU8kjjDcyRKaTxHkiU5OlfIaYvaVB8HQ73q4TkOUhi0NoxHEShDpelTrwcMBjFxnJMmKVNXcEdajlE0TnA8a9OwutikFrrsHA6J4wxHWi6R0QZjDJ50qIUeCEN3EDGOMszMbkLMCNHTTJ2Z3s8pN0WDEgaVWuPVJCsYJimO65wYfE7vz/RGOKf/zlNYfsd72fmNX2Jy+wZqMsat1k913s0SNNN28flxdLY8NQ98xe/gb+bA19n35teX2LEqwZRikvYkzUmpsuTpSCEQhd2x7ztUAp9G1ccPPGqNkJXVFoNexMpam2rgkkQZ3aMRN156YMuHacFuP2Jlvcn6+gKHQpClOQJB73DI4XYXx7GAurlQJ6z61Fshg+MxX/71V2l26pwrBUUPto7pHQ4JagH3XtsBIVhYbZFEKb39Pv2DAeevb3D1uUsc3D/CGMO56x2WznX4/RCPAc7j+JZHe7lFe/nR9d36Qg0B9A9GhPWAzsYCqxeXqdQr9A8H+KHPyoWl33P9hjwruPfaNkc7PYzWtJabXHhynb17x9SaVYbdMXmmWL2wyKUXNsnzgv37x7iBy5svPSgnGdi5f0yaZDzznst4vsfOvWNuv7ZDUSj8wGVxrU2WK7buHRIGPk7g0FqogePw4H7PlkUaIZNxQqE1Fy4uUhlXiDJFvRFQGE0Y+Lieg1/1rQ2DNOiSdKoA4QqqFQ8F1trBsT/6BXPYYvoUPM3WTF8/6uKczeZw+rUAPCCby4Jn/WMe/Kv/lax3iBNWOfeDf47q+qWTSXJ+wpzrnpoJ+k3/VSCMwTHYzFN5jKkB5JQvE3gueWHLKGHgITTUK741RiwMShWM0owk0RRZjjYG13VKfykzO560RRw816HueQx6E/JcW6dzx8F3HULXAd/DL0n1eVqgC1tGckqOjDC2LGU0ZJOCwilQhaHZgtB1GUQJ42FEs11laanGeJyyt5di0KjipOXXcQS1wKNeDRn2JqSpoj+Y4LsS5QgmcYaUGj/0qIQe/d6ETCkmpQLySVgytDECxwVPWt/OqSDetJtOF5TI0ra4Z8ogvOKU3cGp/6addiV4cASEi6vUN84z3nnA+I2XaT/3gRNsMZelObVsfkyd/ftrxSnUO/d6vhQ1fX1m/ApXQG5mnWCneF2z74dVOC6MwQEC32Ox02BlqUGS53zxi3e4cGGJRi0gCF26RyN27nXZur1PkhasbSzguQ6j7gSlbEdfvVUhGiUUhaK7P6B/OOLd332dMPRwXElv3xppOp7DqDchHicsbywQVHzLFTJQZAWOJ/F8hyzJrWRAkuOH/swWZvnc4u/gAr694jHAeRzfNpFnOfde2cJxHa48d4FoGLN7e5+FlRYbV9e+rZzFj3d67N07pLPaRkpZEvVi0iSns9aiudxi784BRggaizX27h3xyhdu8alf/CrD3oTD3T5hPaTZqaGU4vWv3OPTv/4aB1s9srwgSwqrgNquoaVk9/4xaa6RrsPyWpM4zVFaYYDFlRae56CNFVd86plNjGOzOoeHI456Y2qB5HAwZjBJyIxBSivib6Sx4mVSEniSzCiMMhSyBDdSnKYtnAUv8/8+atlsw2lJwgWjSbKTmlOyt8WDf/W/oaIRXnOB8z/05wk6J11n0yd+AScZH5gBm1lGwDxcJfNcQZ7bycaUAEKWe2hUQp65uELND/E9yY3b+/SPxghVkms1+L7EdRyypCDLFEKdZIbmz8t3JIHvMB4lqMLgOhJjtLXF0Jp6aLMv9YrP1v0uw6QgVYY4y5DClrWKMovjulYML8szTGGoNQMon+Kr1YBa1SfPtAUg87U7CYHr4bkuWVYQRSlJplC5QhtBWpSlLGHQFHR7EUorUl3Y5fMln8LycDAQ+i6+5zCM0/lk0wnYMLacqadXpcy0yOm6hhMRyLnxgIRWJWSSpjSvvsMCnFuv0n7XB+wdKrfFnb/gZ/bx24GcR2V2pmC3fH+WgZmuVwL4qaSAKN8XJfCfShRIzKmy58nlsHYYaEOU5nT7Yyg0588tsrBUJ00LjNIsLTfYun3IaBzTWWniOJLF1RadxRo7dw/JUkvmyZIc13XYuLTEZJQgBKxf6OCHPvde32Hr1j5CWt+qZrvCqJezd++IRruKH7i0lup4gcfapRVUVpDFGWmSs3ZhmfUrb20d8/shHgOcx/FtE1mcEY9i2itNXM9aGxw8OCaJMip1m7ExxnC4dczh1vHsyWNps/MtlxxPohTXdWcqxmE1oN8d4fker33+NrpQKKV440t3ON7ucemdm/Qe9AhrAUmac7Dbw3EdXG8NpOSzn7xBllulZ8+TtJdqROOUqCxfdVbbTMYpeaEYDCLSpEAIge+7CAmd5QYb5xZ49j2XOX9xib39AVs7PYLApdoMcSuS8XYX1xOkuW1LNlKAsJmDvChINBS5IRfMXMSn5adZRl6c/H0qzgIfeWalclIsVGHLPOV7kzs32P53/xydpwTLG5z/wR/Frz+c3Zv6HJWVoZPy1FwZRJjTyrqCkjdUHnw6SYWew0I9YL3dZKPTZjxJEQYmoxSjDJ7rglFkSpOnCtfRdhKf6yiaOWqXhFvb7i1mSrbV0MdzHeIko1mv8N4XLvHgQY+bN3atPk3FRxUaIRRCOOjSzKpW8wl817arA37gkucaVwj8esjqSouvfukOw2Fsxf8EICWuC0JKKrUAKWE4iNEGHMd+9nic4lW9md9TnirGKqZeCylyg56WpmZNj2JmllnkBarQqKkw3vT6z93vKW9OTFNkZZZmvrw060iaDaiy809C/fLT8Ju/yOTuG5g8R3jeSeZmSu41JegRZ/bz3/LVnxsnsgQz06ycoLynrjXknOkSlctnHVjmxKh1NuYECEfM6l65UownMR6SXn9CUeTUA58wtFm2w4MhWabwXEkQuGzfO2LYHSMcQTRKeHDzkLxQLLQrNBbqrF9YYr9VZTJKqTVrNNo1q6ZdWHLwwU7fijc2AhZWWyyf69Besto4V955HgSMu2O80OfyO87T+n2id/NW8RjgPI5vm3A8F9d3iccJjYU6ySTF8x1c76TV/Hinx60X781UOYfHY+vjsr4wW2cyiNi+tUcySWl26mxcXf0d+UB9PRHWQopCkaVWiC2JEtpLDR7c3Gf37gGNxSpp0sb1HPJcI6RDPE7IM+smLKSDIwXRJGPYj4iGCVoYyzPyXZQaW1n1pCCsh4zHKdIRVMOQ4SBiMsmQriBXBsdLWVwNabRruL7LcXdMrRbwrucu0OtPuLN1zO3tIzJVUK+GpJOEtOycMgKUNsSZ/WXPp0+vEguAyphxbqbgZxpnSxCPemKeLjJQzAnjDV/6Ajv/6V+C1lQvPMG5P/oJXD98aLup+jDGgpz5p21RTiSiLHfUAivWF8WWsxBIl0ZN4iDIc8Vyp8GT51fQyuq+9PsTtDJUm1V0ptCFITcFeapnSrZ5YWaGnDP7hRLkOI7AdxykEfiOJPRcikLhOALXEVRDn6WFGusrbcaDhErgkaU5WWZ1YqqVgEroMxxGCE/iCNthlRuFFNDvxTgyoVr1qVR9vvLFO/SOJwhH4Lm23VwpQxD4CARJnJGrgjS1F8p1JFpYAFPkmprvkipNoTQOAiENRWFOgMPMnGqKFu3nNeLENXtquTBf4Znd83KhNHONRuWy+ZLTdPukzIY4K5t49Rb5eMDkzg3q1985KyeeBTGzc31UVudsWfQtMj2zVUVZflMnGcopiJPCoVaz/Kks1SUAEsyTuTQW5Ew/qDZWPmJqOuq6DlmuGI1iy8FKK4xkROi7FEmOygqO9gc4jqReCwgqPqNRQrUesra+QJErwlpAsxlSa4ZUGxWefu9lmgvWm8yvuNx9+QGO75LGKfEoQStFvVXl2rsvzsRVAdorLd7RqJDGGZ7vUqk//F37/RaP0Hb8xkW32+WHf/iHaTabtNttfuRHfoTxePw1t0mShB/7sR9jcXGRer3Oxz/+cfb390+tI8qumvn//uW//JffzI/yOL4FEVYDzl3foMgUBw+OiYYxG1fXZh1KAN29HtIRtFdatFdaGGPolwqcAGmccesr9zi8f0ye5Gy9scPdV7bQWj/qkP/NsbTRZv3yMuN+xOB4xNJmh/ZKk53bh9x9fZc7r+yysNpk/dIyrcU60ThlPIwY9iaYMmtS5AX72z3GwxiNxvUclFIUac54FJNmtmPncH/A0eGQ7tGYo4MBo2GMkIJKPcRxrOifdCVPPLPJ8kqT0Tjl05+/zYsvP+CVN3a5cXuPm7cPebDTox8lZJbNan/MS7XeWcmhFPgzslQ+FraD6i15NWeXvVUoZjOeMYbuZ36NnV/4WdCa5lPPc+EHfxTPD09Vt6TGkjWnHJvpvDIlEk9rJarsWjH2mqZZgSsEy/UqVd+3onzKkmqFNlQ8l42VBS6uL+AIwVF3xP7+0E7Cihm4mc7IwlhS7uzcjH3qr/gu5zYW2FxvU634hIHltaAMaZQRRwn1qocrXb78pXvcv31INEpI4hyVF6hCkScFy0s1Go0KS0t1Kr7LsB+RZwVLKw1azYBq1afVqjAaJkTDpDxPg8o1ovwJT5McjSbLCtJYzc4/S3KKrEAIKOKCJM4p0hyhjdWpsrrLlLfe0mnKTIbUZYYiN3hIWjXPXg9tr+fsGgnbXu84JddpusM5crgQzHlwlYvnyo0SSeupdwMwfP3LJxhiuv6ZruVTJaWzYb7Ge/MDrHydzYMvLK4TEnxP0qqFNGsVqp7AnW0rMK5d8axS93RCLYclaW67FqO8oNedMBrFDEYJcZxz++Y+/aG12shzRZoWLK42UVlBq11l8+oKaxcXCaoBy+c6XH5qk6vvOMcz773C9ecucu1dF1g7t0hzqUG9WUErqLZCgqrPVz91g1/7uc/w6udukSYnnn5BxafZqb8luDHGcLzT5d5rW2y9uUs8SR653tslvqkZnB/+4R9md3eXX/mVXyHPcz7xiU/w5//8n+dnf/Zn33Kbn/iJn+AXfuEX+Nf/+l/TarX48R//cX7oh36IT33qU6fW++mf/mk++tGPzv5ut9vfrI/xOL6FsXpxmWrz5Cmjudg4VX5KoozDrS6q0NQXalZsb+4pZTKIGHZHLJ9bRAhBUPXpHw5Jo+wb+sTiei6X33GOtQtLGANJnPAL/5/fpHc0wg9dDrZ65HlOc7GB6zkEoY8BekcjwOCHLoWWpImyzs2FxBhBULES+4UxNNoNOmtNjg+HGGnF+LS2xEMhYDJJabSqdJbqVOsVlNG8eeeA19/YpdudMElTBnFKFKVoDImy6qvGLZ9Cy194KzMPSoLxQDviNHCZlqseBXDmX89NHoGErOBUNw2AMZqD//wf6H3xNwHovPdDrH7P9yOR1vG60DM36tkhpul/zYkR4pToa0oVXWVBm4O08gLGkCc5cWwzbH7FxxiBUpo4zQmilL39IYeHI5IsJ4tzwtAtxf0evt+lXhuetNeuUQ1Y7NRpNirkmUIiCFwHv13FxY5ToSBPCoa9Ca4jSeKcNM7JlW3hdaSDUZqjwwnveOYczz1/gS9+7havv7JDpeLhey5h1efilWWOD8fs7w4IKh5GQJ4rjIKiTD14vqQahEQ6QXgSZexYMdp6urnSECdqVvqywE2TZvlJ4qV8MbvmysoF+IFrzxeJY05KM9qUqZQMnNDgOBLHcYiLAnVmnzNwKijbz+fKjdLil+b1d3P0hf/C+NarmKJAeO78MD3NETrZ7el4FKh5i/dN+TUw6vTnLsp18kJzOBpDDoU2nBoW5TjAETM5C6HsgHSkxEirm6SNHZMYjVIFw3HK8lKdrFBMRinthRqNZhWUKonZhiwvmEQpg+MRWmuSKGPz8pNcfec5HOd0TmJpc4ELT23w5V9/lSLLkZ5DrVHl3qvbvPHlu9TrFZ544RIf+8T3ElZDRr0JUfmA1F5pWnXuQYSUkuZSg/37h9z68h0ruGgMvf0+T7xw5fdMVPV3G980gPPaa6/xi7/4i3z+85/nve99LwD/+B//Yz72sY/xD/7BP2BjY+OhbQaDAf/sn/0zfvZnf5YPf/jDgAUyTz/9NJ/5zGf4wAc+MFu33W6ztvbtQzp9HN+4aCzUaSw8vHxwNKS31+do65jdW3uE9YArz15iceNkZSFtRk8rjeM6qEIjpbDCdd/gkFKCFEx6E25+9T53X9tmcb3D6uYCr33pDvs7PZY3PFpLDTprLRzPo9qYEIQuILl/ax9Z9ygKRZFrikJTqfq0V5sUuSLXBQf7A5I4p9EMkY4gTgsypXE8l0IbO2mmikmS8MlfexUlBVlRUKkGjMcpO/t9lhbr5BRWrE8KfE8Q5aV6f6lYrDnJ3NgPxynQMpsXxJl/TwmCMJsoXCkpjLYP3tONVcHuf/xZhq+/CMDKH/xjLL3wvQgBNdfBmiPMuXPPlRXkXOcUULaC21U8WUreKKtK7AiBlA5yCnYUCCNo1UICzyWeJBwfjOh1JyRpRhTnOBKSpCiBjEE6AoFAle2+Aku9cKTDYrtKFmcMuhF7D7oYbWg2KngLVYyCxVaVXqHJ4pxJL+L+OKPdqdBq1QCDUJpazUdpTZ4oXAzPvfscrWaVItMstGrUWyFGQb9vy42+7/H6K9vUmwFB4NE9GqOkwXcFXhDg+RKjilmbd6USEMWZvXYC8hKsULaKo2w5tOK5VD1JlKo5MGn1jqaZGRdBVnqc+VMQWrbla20PUOT2npuye2iqU2UoO6/mUxtzIAesOacxUFk7j1Oto6Ix0fZdapeuzQ8rWxqcVxYWzDhFD8X8+HkkEuK0thKcIhZP3/ad0qB0fnvBrEwlNLY2qk3pJ2ZVo4uSN2TKbJ9EorTdVxwVeK6gtVRnealB7ziiN4hYXW/TaNZYP7fIeBAzGSe4rsszL1zh2e+48hC4AfADnw/+d+8mz3K2b+7TWqxz79UtBkdDVjaXqLZCXvvsTc4/scbVd13k9kv3SSOb0QkqHlpbEjMYKrWAe69ukcQZjYU6S5sdBocjhsejxwDnbHz605+m3W7PwA3ARz7yEaSUfPazn+UHf/AHH9rmi1/8Inme85GPfGS27KmnnuLChQt8+tOfPgVwfuzHfow/9+f+HFeuXOEv/IW/wCc+8Ym3JJqmaUqaprO/h8PhN+IjPo5vcezfP8ILPJ770DMMu2N6e30W1lunjOEaCzWWNhc4vH+MdB2M0Zx/cpOg8o3l4ACM+hNuffUBk2HMa1+8w/atA8bDBJUp8lJI7dy1NaqNKs2FKsNexOJmm2otwK/47O8PbTbGkbZtnBy/GhCGAWOdMO5Zh/EsyygKRXOxhtZQqQXgSIpxghcEuKFDURhSnTNOMprNCmHgM4oTRuOYvcGIWGsK29+Bh5jpmUx//LWDzdLAqWzNjG9zBvB8zX8NJJm288e0LJWlbP37n2Zy9w2QDpsf+x9pPfX8rMyhlPXRsp1BpzM3p8CNwZZI9MkhVcFJCcMYtDC4CHSu8XAIfZea7+NIQZrk7E4G6MKCu4rvcnQ0srZS0xZwDbowVuROWfFJt+T5VDxJI3RxqgH9/gTjlcRdDb3jMUKD7znEo5SiVDDOk4IiK5DCoVELOYpHxJMc1xW4UpBOMj71a2/w9LObDAcxK+tNGo0Kg/6E7rFm+94xtarPQqfKoBchXUmjWWFhoUquNEmcEQQu/UFEnuYYR0BiVZK1oCQzU2r1ONbQ00CRaty6wDUOAlVeYmtNIYxAugLHca3WkhCE0kH4AqNT2w5u5rI0GihBEDBrt55mbqbgZEpcnt686fYC8D2XxqWn6L/6BSZ3Xqd2/toJWX0uwzLlyszGQ5lI+poxt/58nEoKidNvpIWaleyMsDgGB6bc7ikPy5Kg7XVDQ2zMycQqsPwnZTBGUAkcPN+hGrpcubRCq1Gh1qiQJBn1WsDSapMLV5bZunPIQqfGtWc2ufzkGn7gveVHq9ZDvuv/8QIv/9c3ef2Lt7j7+i6OFLSWGnihy3gQc7zXp1qvoAvNyvlFtNK8+Ouv0liqce25S6hc8eVfe4XBYZ+1yyvoQrF395Bas/K2dh3/pgGcvb09VlZWTh/Mdel0Ouzt7b3lNr7vP1RuWl1dPbXN3/pbf4sPf/jDVKtVfvmXf5m/+Bf/IuPxmL/8l//yI/f7d//u3+Vv/s2/+bv7QI/j9zyKrMD1XWqtGrVWDc/3qNZOl51cz+XysxdpLjbJ05xKPWRxY+Gb0mV1uN0jHifUmhX6xyOG/Zj97R6uJ3Fch+ZCje5Bn+Eg5nC3i1YG11M4bZeXv3CXydjyKfJcE1asHHu7U0UAWabQRmEKW+dP0gwv8qkvVDEYCgOB1kjXZTzJqLkO1VaFqivIckVvMCFKUnJhSI3GlKxPbSDNddkajv0BnnaGCIF0y1IVzEpTbxmPAjcl0JjHJCqa8ODf/G9WwM/zOffHPkHn0pNWtRerVZMW+qQUNbe7mf7NHCdmfr1ZR5U2M6E/Y6CQCu1LPCmIoox4nCOlYalZp1ILKSiIJjm97oRCgcntxZm1/JqTY4dS0mwEjEYpWWy3qVV88rSgXg8RQtBshuxt2xb/aJiQpgWuK2ct20WuGA0iwtDFdyVFrjFGWACSG+7d2sXzJbW6JUkXSnGwOyCepDy4c4TnSt757vMkScFgmLC80iDNCl78wl2yPCdNcopMIYW0nm3K4Jd+ZQZmZbEsK5g1yjuC8TgDzyLXmYO2tmkRTwqMKkgLg+dL8lyjjcZ3HIqiwGDbwwtjszl5qpG+zRJm+jSWmBKTmVZHS75KxfPIja1laqVpXnqS/qtfYHz3dVa/9/tPgMuZUtdDIAdwHavV88iYLhdv/XqmcDwdZhpSo3AUuFLguQ55WsyUqx0BKrI7kGUWlBLoKAnOVMagRGZGlGRmAdKRrKw1EcpwcG9ArRGUUg8gHcHTz1/k+jMbNB7hKxVPUoqswAs9wvLBLaj4uJ5ttti4tMz2rX32t45oLzXwfIdGp06e223AZrpVUVhjX8BoQ5HndNYXyDMrMNrd7dFaqlNfqFHkBbu39zna6SIdh/NPbtBZbb/Fxf72ia8b4Py1v/bX+Ht/7+99zXVee+21/+YT+p3E3/gbf2P2+vnnn2cymfD3//7ff0uA89f/+l/nJ3/yJ2d/D4dDzp8//009x8fxjY+F1Ra9vQGj7hhd2jrUH6Fo7Acey+c6pHFmXZ3lw6ndt4okSrj11QeMBxNanQZXnruI7z/6a5JnBW7gcuuVBxw+6FFrhLarypXUWzVaiw3Gg4TNqy2EFAx6Y+7e3Gfw2duMRjGuK2dKw1muqNQqVBsV20m22ydLFdKRVlG40ORFweaFDsNxwt7eEDwHxxeWI1Gq3tZqAYdHI3qT2E5qrqTi+dafSBsMBmXAYHBcQeGUisJSzDIus44pOTeRzJeqxMl/p3DjPBG0/HHXWTYDN05Y5fzHf5TG5kVb0ij9rVSpMjzbjjmy6zQLoEGUbo2ziagkFoupUN6UdAygzIwbowuF61g6bTxJ8AwMxwmTcUahLSKyxFm76bT12xWCiu+gFUgEYeCAFrTbVY4OJiRJhlKaMPCgHhAGPvVKQDSMMIVGKYuSHCkIKi6+65LFOcvLDY4Px1ZqwLMWGtV6BUcKzp9fIc0VW/eOOD4YUq36tBerJJOc228c8Cf/zHeSpQVKa77wmZt4nrVdiOIUISVh6JXSAYJaI2AcF+R5jkrzGTkbx5TlQKu+rITAndoNzAGTPNHlWLBU5qIoLKHdcWg1QtKsIDUKqU5KUjovb54rTuGHk8Fz8loIUKpAmRN+S/X8k4AgPdwhHw1wW62HS0zmZAgaLAaXjkBKSaHUyaq/kzLV2ffOZHqmytVaGyRWhbrhu4SuSxrljKLMDtEpD0dQIpjS0qEsb0rH6ikVxhAnOasrDeJJzoO7R6RJQjRJOdjr0+uNeefzl3jimc1T4EYpzeFOj3s39jje71Oth7QW61y8vk5npUkySSlyzZMvXGZpfYHP/KcvcXC/S7VR4epzF3j6O64xPBqy9eYeUgiKvKDRqaMLTTxJyOMc13fprLYJGyH9/SGtpQZXn7tErVnl7qtbvPKp1xn3I9I45c5X7/PdP/Q+Fje+vRWPv26A81f+yl/hz/7ZP/s117ly5Qpra2scHBycWl4UBd1u9y25M2tra2RZRr/fP5XF2d/f/5p8m/e///387b/9t0nTlCB4uFYYBMEjlz+Ot1esXFhGK83RVhchBRef3jzVHj6NwfGIVz51g1F/QqUe8sTzl1m/vPKIPZ6OLCv47C++yJtfvofjumilONrp8sL3vYPJIMEPPVqLDbr7A/buH3H/xq51Q39wjJACx3NodawflB+6uJ5Lo13lA3/4WdIk51f+zedJo4yg4pGmOUIKZOn9goZaK0C6jn0sxqCUBiktz0FY7ZKjgxFu6HLuwgJ5YajUfIpMIUKHcZYjPZtLzzNFUdZxpj/6Ytq764B2Z8K+J0DGOemYOmW/MC1XiUcsKycqR8zhm1nWRbP7f/3/SHbvI8MKF//UjxMurSGVBVVFfgJUptvIuSf1eSE/WZpmwknWxinLVRL7tG2mWRdt5e+00GhtM0R5eQ0KlZNGOb7nAhqHE1NLcWYC1AocX6K1YjxKbUu4ZxFhtSJxhGcJ5uOMB8NDqhWfxbUmvitQxpDGygJJKWjUAoTQ5GlB4dn2YKMMhdAIKfFcSaXi016ss9Cp8ear26RxjutIegdjmu0KeVbQOxpjhOClF+9y6409dKGsHYiwGblqxarb+oFHWKtweHSI4zrUawGjcWL5W1Lie47lB2cFlq0E+UzL5uT6u0G5XqFt2U6Ah6LihlbsTkjiLC9Bc1nlU1Z/x5SgeUY0nwPDRkOhoTAn2kJGgFOpE66eI9l/QHT/TZrveu/M/GmWBZobZmDHnYPBdwTKCApjTispn0ol8TCYme6sPAdhv3azsSmhlFOwxBrXdXCkS25SO4Pm07EjZoPQGHHCD5KWZJznlufUHU7wDx2qgY/rC3pHOUmSk0QFRdaj0a5x9foa6+c6ZGlONE7ZvX/Ezp0Dy/lS9mHG81wevLlHvVkpCd6SPM1Z3lzgu77/PezdP+Lqsxe4+PQmjXaNxkINY6B/MMT1XV74yLtIxjH9gyHSlTz3oXcQDSKyJGdxo83apRXOXd9AFYqtN7YZHI2oNas0FmpsvbnLG1+6zQfWvznZ8W9UfN0AZ3l5meXl397F+YMf/CD9fp8vfvGLvOc97wHg137t19Ba8/73v/+R27znPe/B8zx+9Vd/lY9//OMA3Lhxg/v37/PBD37wLY/14osvsrCw8BjE/D4Px5FsXlufKRo/6ouV5wWf+08v8uDGNtVGhWNliIYRtWblFFfnUXG80+POyzusX1ohrNkn8Zc/8ybbtw/JkxzHd9i8uoqQgp3bhwz7E/IkZ3g0AmkIKi69o1HZ2WIocsPG1WXqzQr94wmjXkR7uUES5wgp6R2NaC1Wcf2ApZUmnfUWg0ECGOsynlotFOk4tqTkSFxXMh4mXFxZIdWaJM1xfEGrXWP/wSE73SFxXuC7DkHoUnNdokGOQs+cwHMPSyYuQYxGWNXaaeamJB5P49S8PwduZu+bkuQ7D0yAw9/6RUY3vgLS4dwPfIKws3ZKtG1aBpBz28yTUIETngfz5SgLbuSUizPje8ydqbLKuo6w+xcSQkcyiXPbluupkhtiMHmpW3ImRPn0LaTA8xybxfEcxt2YJM2p1wJcKakuBUhp3cNVrnCEw+Jig8k4teWaNMN3XfrHY0bDhCzOyPOCojB4wo5jKW0GYjJOuPHVB6hMUa0FpElOFGWkac7yapssLxj0Y5IoQytTauoUpe6OUwr2GUQIGIXSGsdIdKHxXackcFu/JKW1zU6pOSsLSalybZWNG4FPpBVZXGAwM5JymhYYtC3VKYUw2nbNYe+vzgDH4HhgyjLZbMKf3tPpfS7v3/TrXF2/SLL/gORgmzXnvURzwpDzY26+bJUVoIU1kJ1xh98qe/Oov0vV5ql+jcGOTcpTDD2HIlOkxpDlilrNp1DGEveNzVwpYTv6LLu43LUrMLmZgXlZktl3dgbEvQTXGDtmNGS5QuUF924d8vrL2yytNtnf6jE4GnPvzV3rGu65LJ5r0TsaIlZaVvcoK6g2K6xeXGLn9j7D4wlCwvMfegfnn1ib/U56vsvld56nyAuEtIDIGEOe2t8jz3eZDCKSSYJ0HZqLDZzSPy0aJhw8OKTZaeD51rk8GsYUuZqJnX47xjftzJ5++mk++tGP8qM/+qP803/6T8nznB//8R/nT//pPz3roNre3ub7vu/7+Jmf+Rne97730Wq1+JEf+RF+8id/kk6nQ7PZ5C/9pb/EBz/4wRnB+Od//ufZ39/nAx/4AGEY8iu/8iv8nb/zd/irf/WvfrM+yuP4Nouv9cTQ2+2ze3ufxY0OtVaFaBhz+OCYcX/y2wKcaBARDSPUulX+lK7Dzq1Dsqzg6rMXiccJX/jVV/ArHsNeBMaQpZntkMgNxwdjlFJ4gUujU6O93OD8tXX6R2OiUUxYC6jWA4pMWcKnK/E9n2ffd5kP/cDzvPSle9z9z6/gBy6dpTqD/tj6GrkCIyTtxTrCkdSaIUfdCcYRRJMU13WYFIphnNl2cq0ZRDlu7rC0VKNVC4lRDLU12ZxmabTAdk4JZuJ+ZzM1D7mEv1XMP04D/Zc+z/Gn/zMA63/oT1I/d+2EFKyZ6aKI+YlqPgujzMzVeir2JkqSqtBzAl7TydGYk0lvSmxW9rNqY/kQkySfEUIDV9oJJdGn5kGwpTBbwrGlwaXFOpcuLjMcTti93yWNcxr1wGZFRjEon4sXlzk8HNDvJkghWNvsIKRg1B3TP57gCNsybpQiz8D3XaTUVKoBrnSoN0NqdZ+w4jEcRBSFsryXzHIlwPDO58/z7PMX+dX/6ys4UhIEHllWMB6nhKHH4mId6UiGo5g8VaRJROBIhCMtxysvMNgxIqUlgnuuYHGhjuMK7h1YLSBXWgFJtJUiyMvSn5BWqblINMMi5vy5BfyqT5TmjJLsJDFiTsBLkQGumXkiPXSxHxHh8iYAyeEOUrjMdAPOZIHml81EBefH4teKGWqeG3PTRdNMkSg/C1apOpCCcWxb4CdJihAG1wGQ6FzZcTpTQ2Qmv1BgO8tmisnYrGqmCybjDKkMJjf4gcT3QhDQ6465fWMPnSs6q02O9wcc7fUIPJdonGCMYTKKWV5vA5CnBe2VBqqwB2gvN2kvNx75W+l6J9O+EOKUCGqtVaX2CN6P0ZrB4RCVa4q8IKwF1Nq1meDqt2t8U6HXv/gX/4If//Ef5/u+7/uQUvLxj3+c/+V/+V9m7+d5zo0bN4iiaLbsH/2jfzRbN01T/sgf+SP8k3/yT2bve57HT/3UT/ETP/ETGGO4du0a//Af/kN+9Ed/9Jv5UR7H2yUEZXv4ySO51iB+Gx7Ogzd3+eInX2Hv7gFvvHiXlXMdhCPQWrF+cZmw4hNWfF76r28w6kfkmWYyipgMYyo1H78a4ocenu+SJTm9wxFxlHN8MOTDH38f17LzCEfyyudv44ceQVZw+alr/OE/8V6uPLPBi5+7y80buxRa09sdMh4lgPWI0lhvm0wV5IVmZbPN0TDGcyULyw2ytOB4OCHJchxPkmtNYaDIFP1JglfxcH2XijKMswKp7dPmvDrxjGMjz4CaR5SlZnF2Iilnmcn9m+z+4r8CYPH9H2HhHe+z5SdR8n1KYFPa9ZwpR5lZC/jsGOUTf0VKpLSkaSHBcyyZ1mDsZzIn20hs+7EjJYXW+EKgEVbw0RjSiUaZk48jHUAZjNKW21X1WGhXEEYQ+i5CaTwj0akCpQl9j2iUkEYZqefhuIJmq8ZklJCMM3pHQzoloK5UfJI4nU2+RlmRPSEltZrPylqTdz1/iTTKMEpzfDjk6GBoHeuXasRRxpWrq1x/agMM7O/0uHf7EKUMyTgl9B1a7SqtTo3u4ZgsKXAdB+FIKqEPwuA5Akc6hFVbQo3iHEfYxo/FTp3+YEJ5CVDKAjyDIc80ClHq1piZ3IIuoEgVm2t19nsjPFei5oniJciZ6cw4NkUj5gH0/Dia66yqLNsH4ORghyizpdxTWb/pOJwClHI3uYa3fPaZLj9bnpofw+V5mOl+jP0+KA39KMMvy4COBM918T2FlAKdKwqpTvPGyu11mR0zLjPjV4E1u00SZfkwxiAxpa0IXLy8jOe5JFFCs1kDY2i2qxzt9nA8h/7RCMdzqNZ8/MDljRfvcbTbIx4ltJYaVOsB1Ub4dXEPv1akUUp9scEz3/kUvf2+Bf+OZPXC0jfsGN+s+KYCnE6n8zVF/S5dujQjZ00jDEN+6qd+ip/6qZ965DYf/ehHTwn8PY7/e8dkGPHSb73O8U6P5mKdq89d4tz1tdKqISGJMi49fY6lcx3G/QnxJCEep6RRiuM5rJxbREjBF375JZJxwhMvXObF//Iau3cPeeL5S7i+x9FOj/ZKk2SSkWcKIS1ZdTKMKdKczHPIVMzy5iI7dw6Y/nrmWc6rn7/F7sfezdMvXOKj//37uHh9jcHRiNZSgyffdYEsK/jNX3qJFz93i/u3DomiFOna1HEQ+qws1uiPErKy0woHJuMU33fItKEVeBz0RozjHG00eVaWEcof/kGegVDU3IDA91HCGmz2VflUPAU2c//NYh7cyDPLzZnVyo2z7gFb//6nQSsa159j5bs+etKIVQKPqaj0jFw8B2JmKsWc/s+q7AryUoMFQcmvsc7hris5ad0x1rlbCDzHwdVWhVa7kMQ2Y2PkybEk4Lq2i8cYCD1BsxpAYQgrnlWWHsa2TbzikSU5SZRSb1heTBi4RJOceiNEKUMcpbSaIaZQoAqicUqaZmhtrKeT0IyHmnojZKFT55nnziMQ7O30yFKNKix3aNyPUIXm3MVFavWAo70BC506eWGI49xmRdB4nsfiYoNms8pomNBqV2m2qxwejigybQ0XG1UypRiOY5IkR6nCZmMKxcHRiFwpQt8hK3QpEmjvkZxm+s4MDkdClOR4Dqy0a8ihIBvGpzIpp8ZSyf2COa7THDiZH3zB4hoIiUomFKMBQbtNcXZ/Z7eH0lKCU2P6zOqn8c3cCvNZnFMrluelNaTG4EgYphnDOKPhuNYuA4kTCIrIIhvbZs8J0ClFAe2fZlZOTfMCV0CzESAVeFJSqdluqOW1FpvnFrn56g5pbDk6GsniWpswdMmzgniSsXf3NsubCwwORyRxSnu5iee5bN3cp9lpUG387sVNhbSed1fLdvI8zUgmKZ21dnntDGmcWWHVb4Icx+8mvn2LZ4/jcfw2cbzX5Zf++W+wc3uf5fOL7N7eo38w5IUPv5Nqo0o0jKgv1Hjqfde4+eJdXv6tGxxuH5PGGU+/7xqNhQaDozGdtRajwYTlc4sMu2OeeP4y4/6Yd3/P04wHEXdf2+bBjV2k63Dh+hq9oxHHB8OSk2D5GUhJnli/KMdxS77QMnmi2bt/yNMvXMIPfZ77wLVTn+HGy1vs3D+mtdBAc4jWkE0yjICgUmFlrU2cd1lcCbn21AaF1uzu9cm0JT1u7UQMo4RaPUAowdEoQWmDcaclJ/tUmKQ5gQuJzk8yHVOuwXwp6lF6N/NaOI/I2hhsxkXFEx78m/8dncRU1i9w/qP/A82Kjy8d+mPrRD0FFDOG8zy4mZZC5k4h8CWesNkBgSUUa2GzAkU5WbiOpBZ4KM+QxTla2SyJF3rUfIew5pLFBXGR2rxEmTFyys+mFZhMW08kV+A7rgU0GhI/BQOBlFy7vgbGcllGJeg8f3mJp5/ZxA889u4fEQ8ntjtMOsRRRpYZpNBIbE3OD5zS18qC2GarwrWn1nlw+4BhP2LnfhfXceh0KoxHDlrZp/xmu4rjOty+ucuoP0E6AlMYwsBHSDnLXCwtN4iijMkkwRirf+N5klrNo+6GHHfHSATVIGBiSp2lNMcLXFr1CsMoZRKfGIZJR1hvyRkJ207TWkOWFzjCpdOsM4wyHIdTxpTTmOGFR2RXZomU6UoOSOkRLiyTdPdJj/dxG+2TMTofX6Pk9ShdnPll0+fq2aJpqWr63hTwmEeetv1OqQLHQJIpPM+lcHPIsfy28ks27fybH9TTRdNSba41Fc+jXvWp1CzR/NyFBQ73R9y/e4jnOrQ7NcKqx8FuH50XljjeCBj0JrglB6a50GA8mLByvkNvf0CRP0KS+78hwmrA8vkltm7sIB2JKhTnrm9Qb9fIs4L7r23R3esjpWD5/BLnrq9/22R2HgOcx/G2jN07+/zK//c3+fKvvkxQD/B9lyvPXWDv7hF5XvDCR55F5VY35/DBMV/6tVesybHjkIxTtm/u84GPbdA7GNJYqBFUfAbHI4QQTAYRXuDhhz6LlYDVC4ssbXRwPZdRP+Lnf/rX8T2XREpkKCmUwSmf0KSwAh/rV5YJKwGqSKk3H65pTyOJM6QjETLHcR2MMKSFJaBmmSZTCoWg1akRBC5B2fG0tFRnMErojSOiIkfmLn7Vw4lTisxqbhgpyonGkGlNkqRWht4KKVtsIU9++E91Sc13Uc3/Ox9zT7k6L9j6dz9N3jvCay5w8Y//CM1mjYVqhTjJcKV9CjZFmcExzJSIp+f4qMlEFwbhge84qMwg0DjSZn8cB5phgDSCVjUkijJyChxXUC09oYSRoCCeZCRxwUlbDzZTBjiOxhMuftXh2tVldu51SeKcMPRwPUmeKo6PRrNW9TwvCD2HtdUGSystlpYbHB+NuXf7mCwpCAOfLEsRmSCJUvzQQ2lD4Pv4ngFtNWrStGA8iPjCb9zg+GhkVYM9B5UrBA61mk80yTDa4Ace/eMx9+8dMBxECCNwfYtQmwt1zp1f4NzlFZIk5/WXt9h50CVXimrVZ+NchyLXDPpjisx2XTWaFYLQxWA4f3GRsOZz684xgVsgKpDkBbmy6rzT3MP8zZECKoFHqx5SFwG9UYQRht3ueJb9EdMxNbe5wcoDFHCK0DvP20GC21yA7j5qPLC42syN0bnzeFTJy3ytMXtmTE+7AB9CZCenPTsOMDNaBVv2zssaq9Iaz7Nk5ykPZ5olkkIgXGmzN9M2esCXwpK9C0PY9FhYadGsBwgh6R2N0YXGdV1ai3WWVhvoQtM7GuEIgxe47G8dEw0TknFKrRWy9+CIRquK0YblzQX88K3FAb+eEEJw/skNas0K8dh2ky5udHBch63Xttm5tU9rqYnWmgevbxPWAlbOL31Djv27jccA53G8LePLn3yFyWBCc8Wy+g8eHFNtVZBSIssOAcex6dJRPyIeJ1x8epNkktJebjAeRsTjGIB6u8pzf+ApvvzJV+gdD9GFonOhgzEGKSWXnjnPYpmOTeOMZ957hXgUs3XnkCBwMQZqzSqdzQ57tSP2HnTZuX1Iq1Pn6nPnCWshWZI90tF8YdkacXaPR1QrLkcHBY7joI0mwyBSRVj1GI8SdnZ6KG2oN0JyNHd2jknzglQb0kmESsvfacdK7dtW6ekPvp2shG87pqYTykyxGE48p86Wo86+nOfHYFPUe7/8r4m3biP9kIs/9KP49QadWpWa69IfxzhSEiKItHqY1FvuSzDHoSifoJU2ZElh31OmzM6A70oC16HTqCGMwXdc8rTAaEMlcFmsV+h1I8ZRQmJsScdkypKMy4NqpZGOZH2lxXKrhut6DAcTe06OxPMd5LSU4Ei0tuaWRVbQaFS4dHWFxeUGx/sj7ry5RzyJwVjp+90HMa4nabZrdJbqjAcx0TgpZQJctDZUqh694zFHBxbcnLuyTKtVYXfHPg0bDYvLDdqLNe7fOsB1XY4ORhhliOMUgUQYw8q6x8a5Ra4/tcFLX7nHeJigtSJwrXLy/v4A13WoVDzq9YA4yhgNYqQrqdY8Njc6ZFozGm1Z4rUy+NKOk+mtdh1wPEGmLF/JcSSrnQZxmlOp+zxxbombW0cMxjHj5MTvYAZyAK8sj86L8RnBrLtKYPkqGvDqLQDyUX9+qP3OYh6ZnI05wMW0c+wsuJkCnylZfbq7acZzlnHUOI6LVhKjrI0HKPt5XYFRBqlAGYNbAh0jzEzg0nHdsstP4DgCpRRJXtA9HLC50caruCws1omTlCytcrRvNcCKNMdxJUmcUa+HDLojBt2hzehVA3qHI5Y3F0+RiX+34TiS5XOLDy0fHY+o1EPCmu1gjkcJ0SCCbxOZuccA53G87aIoCib9mMWNDlobHtzYZv/+EYfbXa49f4k8s2w+rTW9/QGDwwFplDE6HtHs1Hnz/hFB6DM4GqM0bN/ap9Gu8b6Pvhvp2gnM8azLcnu5ycJKa3ZsP/S49twFugcjFtYWGByNEFLgBi6e5/BH/vQHeOXzt7nxpXskmVW9/Tf/6ydZXG3ykT/xHVx75/mZcODUSE8pxdHBkNEgJqh6eEFAnKRIz0U61jVcSklaKBZXmxz1x9y60bWy+FKijSI34ExnEmeu9FSWlSyYsY/RpsyAzH7My3VP2TdM4wyn4VHzRv8Lv8nw5c+DkJz7gf+JoLNmVWDTnDQtrGpvoYmmbinzmZpypzMLLAGeLtP3BqpSoDQUhW1pngqcOAZC36Xiu6wvt9jaskrRtdCn3agw6EckieU4pLmaZXwQIEs3RcdxaFR9VhZbrK+2iGNb2qlWAypVw6Qfk2cFnufMfIAaDZ9K0KLZqbKy2qSz1OD2qzsMjsYIBUJIstIFXhSG0Pc42hlQ5IoiLywdA0FQ8ajXQ/rdCUsrTfLCusivX+hQbVbYun2I60vqjYBhL6LeqGJcjVNKBVRDj0IZwopPe6GC0XCw1yMeZxR5QasZMolyJlGGMZqllRaLyy0ypYijjLwo8F2faiWkdzwhLgoqoUfg+4yjGFUYFuohQc1jOLYGnrnS4GhqlYCFVpXhOOH2g0MWl2rEac4wTu1378xAmQLXwHNRpiDPZzm7E3AhLffJ813iPMertwFIBr0TF44zY+ahZfLrBELTk5tmmOYzORKEB6I4ATqndJKMfXioVAJUkWCUplD6hNs1t39NaScyeyKw60RJjiehEfpUw5Aw9Dg6GKKijGajQqUaUChNMsnpHg7Zv39sXc59h+27x/i+w8Un1lhYarJ9c4/z19e48MQaUgpGvYjxIKK99LU7R3+3EdZDBkdDTKdeqiEXFIXijS/eIh4nNBbqbD6xRlD5vZFweQxwHsfbLlzXpbPR5vaLd1m7ssL913cwCjaurNDq1PnSr37F6s1MUu69to02hmoj5O6r29TbVZY3F7nyrgtUGyGTQQwajvf6BBWfJ1+4TK1VRSnN/v0j9h8cM+xNWD23SFgLEEKwtL7AZJJw57WtUqCvgpmk1NpVdu8dM+rFGCOIxgl7947prLR49Uv3uPPGHs+85zLPfscV3v2dTxBFGa999QGd1RbLGwu88uI9bt3YA5nj+C5ZrhEIqlKgMayf67C01uJwFKG0ItOGWBWzjIR1IbcpCmcq2lc+iQvP/iArw8w9eQp2gIdtGebTK3M//Kfk7IHo/k0Ofu3/BGD1Qz9A/fJTs46oKE1xhIPEWDG9OU6DnTTKneoTHRZhylLWlIgsbSebmbJM9cl5hK5LHGfWuVtD1XMJPQ+V2y4hKQRhECDJybPUfpBCzz5u4DkYDQsLFT74B57gxS/eRecFaqFGWPF47SsPCAOPdruK6zn0D8fU1ttUqwEYSNOCw/0Bg57VHcnygsCX6AKC0MMRgmrNJ88Lon6Ei8StebiOQ+C7RFFmuS+LdZTSJJOUeJyxeb7DwU6XZFJwGA9RhWYySlhYsqrd415snaMMVDt1zl9cZv1chzde22Zvp4/jOLiOR+BBWHUpcisyl2U5zXqFQ2eEKgTtdoW1tRaHh0PGWUGrWSVNC7IsRwmbKWy2K4yiHF2WTBWKVBaMJilplhNUPUZRxt3dLklRkM1P7nMReg6h59Av+T1T4C2EJSxLxwLwJMspNHjNNgD5aHB6PHJSlpovf50lHD+ExOfBy9mS1Pw60/eMHWOOc3IsOaUmlWNYG8iNolrxiExOkevT+0JghECWg1lR8o3l9GQNygiiJCfNCkDYsSUFWhlGw5hhf8LFK8usr7fZvX1AEForj1EvJqh4XLy+QWelQXe/T61RoVILrEDotyjWL68QDSOOto4BaC7WGRwNbXdfPWD75h55mnPthcs4ztfyffnmxGOA8zjelvHejzxLnhZsv7kDCF74vnfy9AeuI6Xg7qsP2LtzQBrnVJuhLR+ttrj54j3OP7nOhSc3aK+0+OpvvkaeFExGsbVSODymWq+wfL7Dgzd2eeWztzBa43oO1959kXd955Mg4NZLD/Bd24E16k6oN6sEtYDuwZA3v/IA6UmQhkozpCis5k2eK0SU0Tsc8coX7yKk4MKT6wx6EbrQs99pbQzKGOJJQqGtx4xVqRXsbPe4v9/nuDdBa2sqKTgR2VMYdJkGx7MqskqCdsVJNwzYH2/XbjPL3EyfiOcnhunyeZ7C3OSQj/rs/PufAaNpPv0CCy98j029S0qFYEGW51hvJWYTxzTdPwVCnhS4QDq1S5ibrLJcW95CyWlwpJ14jFIcd8c0woBDMyKaZMRJTr3mo5TtRAKQvgZt28p91yXPMyjs58wzW3ryHcnu/WO6+0MOdwfUagGNus/Fi4usn1ug2aqxfb/LuB/RWqhz6eoKeZYTT6zIWhpnVvMltWJ4nutSq4WEVZ8sVQhppfabnTq1RkgSZSRRSqXh4wU+AlhZbfHg3hFCCr76+dv0jydUawFowXAYMxmV/la+g3AEjUqAF7oEoUulFtjskBS4njXiHA8j+zSdCVbW2vQGEx7cPcKR1jTUcQWh73B4NCRNchxXkOeKet2n15+Q5wW97oSD/gTHlSwsVMm6Q4oEsiyn0IpMa9J9RVB1iJOcdMpPOQMupARlNIMosW3W5TxXmNmQIFOA1rOso18CnGLct2NmmolkbhxOx+jZOJvdEY98exZGliXbM+BdMBuOlkQ/t1yWGZxhlNAKQnvu2r4765SCWcZx2jKPFLZz2LElq6n2U38Sc729RrMZWKXp0GE8SHCkJI0zstTq4Xi+h8B6iqVxhtGKYXfM8mYHXRT0DofkSUFnrU39EXo2/y0RTxJUrgiqwUOifrVWlevvvcpkECGEQBWKN75wi6VznbKrKqB/OCSNMqqNyjfkfL6eeAxwHsfbMlpLTT78P3wXhw+O8ILfIqxaNdkiKxj1Jnz+V77CsBuxen6Jq89fZHA0YtQbk6cFYTVACBh2Ix68sUul5hNNEvbvHRNHCQ9u1rnxxdssrLZY2ugw6o+5+eI9LlxfJ6gEDLpj6u0qSEFntY3KC9rLDerNCm++sg1KsHJukaP9EfE4YdAdUeQFlXpgyzZxyu3Xd1nabHO8PySaJLb01B3bskmjAq7DYJiglEI6ggLD9sGAertCVJYCCqnxHMd2yoQuBsiFohCAb3PlUwCjp7/cJcdmVr6aTkhzZONHEYsNp1P4uijY+Xf/HBWNCZY3WPvD/739wZ6ftLICk5/wFuTZp2YpWAx8EBKdFSidzw7rUbYql0BoRs05Sfrglu6Q3UGEKwRaaYb9iCxXGG0QSEbjBG0MtdCl06xykAwxKILAR2qNyQru3z3meH/EZBjT7tTodBoMBxHthQau41Lkino94J3PXeD6MxssrzeZjFLC0GU8yugdDDjYHbC81mY8iqnWAoKKOzMy1ErhSEG9HhJWfCoVH71Y5QN/8GkG3QnHB0O6RyNrbbF1RL87Ic8U/WRCWPPxK6410RQw6k1odepUagH1ZshkmHLrxg7SEaysWs8zrXtI10UKRRh6mLI9vbNYp7NY596dQ/YOB9y8aSUNpAMLi3X8akCvG5EVCo0mzTQJUKu4xElWGoRCllu9IARERjFOlR1fLuX9F6fA8VTrSJcd/lJYcDO9kaq8n1P+DQakbydnlSYgTqxATFmKOjs+Z3EW3Jx9b4o9poBjbtmpElUJsmdlqSlfpzz/6efJgVGSoo2VH9Dld0mcbWASJ98DIcEUpiQ4i9IyQ7G/36fi+xR5QSAl5y4ts7/dY+dBj/Ewprc3YDyIKErDz/XziwgpaS01ePo7rpCME6JhQljzWTm3iOv97jImxhh2b++zc2ufIi+otapcfucF6u3aqfXCakBYtSWo/uEABPQPh6ANRaZwQ3emn/StjscA53G8bcP3XTavrvHsdz/Ni598mVFvwmQQMepFVFtVHFfw6mfeYOvWHu3lJo1OnWgY8/oXbtFaarJ394DB0ZAg7DDuRuRZzsJKCzfw6B+PWNxYsKrEC3X27h6SxjmqMPQPR/SORiTjhEIpikKzuNbmiecusHltlbs39nB9h/7xhHiSWlNGbbk0zXaVQT8iSnLu3zqkvVhjMk64d/MAx7HdUmE94LA7mbkTK23oRympUgjfKvCmSqMFSF9SCx0C38cLHGJHE5mCfpxgHHECbqYg5qyQ3yPUi4GHJ5EpasH+8B384r8l2bmPDKuc+8FP4Hr+KV6NMcwEaKEsSZ0hczpAmhcYLSjSwjopg7VPKF87QmAcC3acclKaiqdVApcwcBkNrfBikhaWmKyscqxXcWi3q8STlJXFGqIw9AUUAoTWtrspVzSaIUWSs77RptmusbBYw3UdLlxZ5PrTm/SPx0STFJNrel1rknnlqXXOXVjizdd2uHR9DSklSmu6ew5hzUcKQaUREo1TjqMM15F0j4f4Iw/XlZy7ssyla2tUawE7D47ZvnPEV794m+7hmDxTqMKao476BWHFo9oO8H2POM4YDSLanRquKxj2JtSaAb2jMb7vkSYZ/eMxcRRjlGEyTukdTciVolEPrTBdmeHKlUZKQZoasmzA4kqToB5QDT1cL8AAR6OIvDAUYys/IKaWHnN0kvkXj8yaGHBdB4Em0mZ+WNjxWL4+VVhxLSHf5Cm+K/AcicKQa002BTnzAPwMGJ8fZw+nbE7+EWe2m4GecttpxkjOlcTmAZIxWMsGTr5nUxAm9Nw+yr/ns0TTDjUtBYVSVsRzqcLRXp/bNw+Io5TQd1lebSGF4UhpRv2IheW6VcJ2Jdt3j2zWrl3j4vUTW4ZvRAyPR9x/fZugElBrVentD7j36hZPf+CJt2wDbyzUMcbw8m+9xlQO+ukPXv8908d5DHAex9s+nvuep2ks1BgcDdm9c8iDG7tceecF+kdD+gdD7r+6zfr3r3D5mU2SKONLn3zFCvwJrNS4gMZinaDm4/ku1XpIvVWjfzii2qgwPB5RX6jihx47tw9wXIkQgrj0A9q4tESzU6UoNK2FOheurhKNEzavLLN+dRkM3HplmyTJufXGHqpQ+IHHxpUeV5/aoNmucffmHrnSHB1P2D8aogzUqj5u4NDtR8QopCdJC01cKISUuBVBgWYYa6oImm0P6UiiUUQmrTS+niMOzyxypsBGnnAhToEc+eiH4+mPc//FzzD4ymdBCDb/6J8haC2ewkWeI1CZOT3plceYPhGLctJIcoUsTlRewb4W2HN3tPWTch1hVYmVder0HUmzFqByQ5FrdG6NkIw21qMKmy73XAen5jM4ivEd6/lkMsiKgiBwqVV8Fhfq9HsTikLTOxwTjRKSOGNlrcHSSpPV9TZvvLRFrRGyfrFD93BEpeJTa1Wo1XzCMKCz0mD77jFe4OJ7LtW6jx/4GA1LKw2iqstokOAIaC5U2Ty/yP6DLu1OnWgQcfv1HbZuHdI/HJX3x9bipCuRjm0dH6eKIPCIooTdB8fW7sPzcKQkS3O27x7SH8QEoUe9FnJ0OMIYgV/xiPs59+4cEic541FSZmMMShtcT6K0bX/3C480KWg26/iBR2EgznJr3Gqsn1GuT4jEoiwZTgUczfRJfR4wS6z9hZQIrWYA4FQ5dG4zY0D6dkLUeUYjDFHC4BpN1RH0svQ0SJrb/rcFN/OAfapafPa96SpzWR4JKGcuMzM9X2EJ8Xq6H3FyXR7ODNkX0yzOFNFpbUtOQehy6dIS5861ufX6rjX1dCWu5xCPYpoLVeJRyoVraxxsdQkCl3qrQrURsv/gmMXVFo32774spbUFwEmUoQqNdATRMLIE8HFCkRWP7AgFyJIMx3W58uwFHM9FCIHASm80Fuq/63P7euMxwHkcb/uQUnLtuUsAvPGl2+zdO6J/NOR4p28tChoheZJx97Udxr0xu3cOqTdrLG60iaOUo+0ufhiglMLxHAxw4cl18iQnmaS0Fhu86w88iRCCaJLw9HuvMOxO6B+NEI7gXR+8zt3XdwirAVprvGFMoAOWNxa48swmRW5/EF7/6hYqN7iBx3CY8tqLd3nf9zzF6kabQX9CtxfhBS7agOcLhCeRgUM0SlASgtAlSlKyokB6DsJ1qQSOJRX6kuMoJjI5qbI6OPNJE8MjJpS3Kk3Nr2tO/3DHW/c4/KV/B8DS93yMxuUnLY+gnAxaFR+tIE6zWblBnHo0L5WDHWj6HtEkO3Eh1/bHfno4ifVF0trgSMlio4rWVim4WrGs6SwrqPguca5RJfixE4shyxTdoxGLrSoKYy0IDHil1oznSBrNkF5vwtJSA2ngYLdPvRlw9amLnL+wyNbdIxaX6oChUrbCNts19rf7RKOUeJIipWHcn7B//xitNNVGQBqHJElGlhVohTXcDDwcF85fWiYaxXz183dQueLuzX0OdrrEUYZC4EqrUCwdyUKnRrUezpznjTJUai5B4DPqJ+RK0T0cElY9y7HxHJ5/31Vu3tjlYH9Elhd4gYPrOaRZQa83KdMRxoJBR1BoaxAqhEQ6ErSh241Y6NTwPRfXFxSAniT2/syXceZ4N6cc6OdCA3GqkQ54pQaOkXMGrXMxXSS9MoOjFL6AWBsSlaOVmZWIHrnhPKiZgp65Y5x1jD954zT2mY75aVeUMtb6Q0/J8JR/m2km5iTLM8vUTEGO4ZSZqxACYU64ORKryH3z9j7Li3WuXVtjZaONSgt0YdWT4yjjcLtPXmj2H/SIJwnNdo1KzUcIwag7YXA8YnA0ZNSb4IUeS+sLeL5bPsg5eIH7UOZFKU1vr0+eFvihhzaa3Vv71jAYwdFOl+2be4AhjTIuPLWB8zXaz60gJ6xdXrW6XsZwtN09ZZ3zrYzHAOdxvK0jHieM+xHSkTQX6yxtdPADly998hWEMbRWmrzjA0/QPxxxuN1l5dwSK5sdHNd+eaNhwrA3YeNqAz9wSSYpfuDxHR95J7VWFV1ogqpPo13jcLsLRuC4DmE1IE26FHnB1u09sjTH8Rx27h5xvD/g9ms7TMYJ3aMh73jPZds6rBSObz2CwqpHd3/EjZe3uHx9jdVzHSrNKrV2lePhhMFEk2U5FLblWJXZG7ATRm4UOjckQlqXawRRnpNL6zM1jVnWZr604Nin0UeWps48gMNJ6l5FY3b/7c9glKJ+/Vk67/8wSoMnwZUSrQ1poag6HgWQlmWt6Xw0TUwIDaowJHmBLoX/xJSgMHdsB5DCwXMtMTNKMhwhqIQ+G0stwsDjcH/E4bhPnqgTkkM5ifmui8oKAtchzjVGafuDn9vMTnuhTrMZcuHyIk89fY56M+Rgu8/a5gLVmo8qNONhYv3ADOS5wnUlB9tdHtw+pNGqsrja4Hh/SO9wgh+6RJMM6ThEUUp3f4gTuCx06kzGMaP9EdIVoO+jFDTaVUaDiN7xGMTUb8nguI4FGgjaCw2eeHaT3tGIOM6IRonNoqQFQhqivm1RxsBklOL6kvu3D3BdSZ7lltwuNNpIfM9BCsHyWpMkK4ijFKWss7gTuNRrHhfPL3HuXIf9oyHScwiFIM0KojyjVa9wPIzsvXLKbM0p8Hp68JzNrEwVtAU26/HQQJvfk3vSVjyJJ4T1BqlRREVxgn55GOecPZVH4qAzQH86Nn3HApaZhMI8R0dYUL7QqBBFBVluNZemHYkCTspQYurkhaUci/JLUKKrafZmtsjY78VomPKpT73Jg7td3v/BK6yuLrCy2mTvwTF7D3pU6yG1BvSPxhitcCTkSc7Ln7lpneiHEX7osry+QO/WPi/91huEVY/JMGZxrc365WUuPLkxI/tqrbn/6hY7d/YBYa1tJilLmx3CWsDhg2O6uz2Cis1GBlUfEGRxRqX+aAuIoOpTb1fp7vWpt2tEw4has/qW63+z4zHAeRxvixj3J0SjBMeRtJYbuJ7L8HjEra/eJxrGGKC93EAVmrXLK4y6Y7oHQ85fW+dd3/sUX/7PrxKNEy48tcF4EPHml+7SPx4hBFx6x3me/c7rJJOEeqvG9fdcxg8eVgFtLNRpLtbYun3A/v1j0iRj88oK3YMRo94EHIkuNDv3jimUJqh4bN+xpFFt7FPUcBDhOA6Lq3U83yMaJxwdjrj2zAZxWrB3MGAUF0yyAlWA44JTcciMJs8LHF+CJ1DCzJyyDZo4zTAe5HNkvmntH8f+N83qzMpTMPfUe/px+uzDtTGavX/3LygGPbzOMmsf+9Ozer8nBfXAYzBJUUYxSRV5wanJb/pEPHvI15CrUttmfhYqX5f2PXiuxBhQqaZa8y1YSXPSVKEyxcF+n8k4s9tNWayAlAZXgsk0RwdD0riwrfMlf2d1tcV3fe+TbJ7r8B0fvEa1GhBNUoSCIi/IM4dhP6a1UGFts02W5hzuDUiijMPdPkVmyd+vv3ifva0e/eMxjVYFz5Ps3j2yXW5o3LygVxiSOKXQCllIjg+sdpLjCsbDGKM0ulCYUh8mVTmNdoVmu8aFayssLjWIo4w0thmMKErxPZdGq8ZkYoG1EIKVDXue9+8dEY9TikShMUxGKQhhS6+NkCxTmKLAERI3EEhX4vgObuATBh5XnljmcpQRxRntTo1Pf+k2xcSQDAukYzvywlDaMVlMx9IcuJFzGcP52qWw4GFGbp+PuXUNVnFcSAejFdFkgghDBIbAwXZr8Wjw8qjXZ9H6IxJHgCU+u45dR08FIadlJCyhGOkgnII8njuCw4mApGHmlTZVNLZZMQ1S4GibRRSclK6M1igkrhAEvsdwHLO7O+SJ6+t0luqYQjHuTxgcR+RpTprkZFHOqDfh/hv7rJ/vcPXZc+zcPqRaD/Aue6RxxsH2sXWrdyXd/f6s/LdyrkOeFsSThN27B7SXW/iBx87tfQ63djn/5AZhLaDaquC4Dk+85wpSSjzfZTyIyLOCt+qH8nyPy89e4N5r28SjmMZCnQtPn3usg/M4HsdbxfFuj9sv3SeLMhCwtNnh6nMX2bl9QDJJWTm/iCoU917bRhWKq89dZHG1ze2X79M/HPLZ//RVjnd7FGnBnZddgmqI1ob1S8v4oUe1HnK03aO1WMdxnUeCG4Cw6nPtWSvR2T8aceWd52gvNciSjDTO6B6OSCYp0STh6tOb5GlBrztk+0EP6bksrbXoHY+IJylHu4p3vPci9XaDtXMLnL+8TGEMt/7jEVlWEIY+cZqjtbFtpdJ20WhpeUMCg3TkrPV7ygNAGZRTZgPKjik9BTjl5zDz33pp5iaXOQbl/EQgoPepTxLdvoFwPTY+/j8jK5XZj3+uDYWyU1xegMlPS+pQ7to+CRtMYYX69DR9D7PsDcKCG+smIXAd21pT6JzROCV1JVmcE01SSDXxKDvJ2syVTgQGU1iOipTSkjmNxPekFWXLFGmSs7rWZNSPSKOcWiPg0vVVHtw+JEly2p0a5y4t0T0aowpLRq43QtviXbU+QElcMBpMyLMcrUPSpDw3YQ1AFZI0ydCFIfBdltbaGAzjYUwU2RLWsD/GqOmlt9c+nqS870NPcfWpVV798ha9oyHLqy380OVgp48XODRbVeuDZqDSsCTkg90+UZyhtCKseQgBRQFCGpQqSJOCw62ubb/Hagm12zWCmsdCu0qhCj796Vt4gWR5tcWV1jLVis9Rd0SW2+4qg2CSaKQr8KSgEFadeAqoTwFnc7rcOc/5OmuzcGo7BE61TjEeUEQj4kaLzGhC3/Z0CyGIy7byR2YiZ+P7zN/Tc5ob2zOumLaO5I5zMhxPDWFjZRziPMdxwZQV0fnji7I0NRMHLM/P8YX1AKu4JMMUpMSgEbnN8ghs04SUkv8/e3/2JFmSnXeCP9W72r747h7usUdulZm1YgdIgAAJctjdgmFLj4xQZGT4wjeK8JX/A18ofOPzDERaZrop3eRwAUgCZAMsFKpQW+6xh+/uti93v1d1HvSauXlkZBHdBItZLXFEItzc7N5rZm5qqp+e853vazV9zg4H/NmfPGH2RkSR5wwuZtQbPvWWz8XJiCLPEFaN2ThA5Tle1SUYB2itiYOEJEhwPRuUZutgndHlFL/ucfjpCb3jAZYlCWcRk96M9lYLANd30UqRpRl+zUMrqNQrFJmi2q0yHwdUav5/kjBcaxn/vzwrsB3rv6ov1WuA8zq+1KGU4uTxufFXOTBApn8ypLvdJo3S5ZdtkdZP4hQwglPbtzbpn03Is4S1nbYhu00jJr0prbUat75ywLg3I4tTRhdjas0K3e3WT3w9lZrP3p0tRpdTBpcTDh+dIQVs3FhnbbvFD/74MUWhGFxMmE4jRv252X1nAUHNx3Ikwpb4dZ/tgw00UClbLIUQqKIo24WEITAWGp0rCtcyE6clTIutAC01WgvyhaifZXRvEKBLUKNWszWAtq5m7qUGzmoIlvyAxR3xyTGDf/evANj8a7+Dt7l7bYusFERZaaegjGgbmAVArF63JAVJwTJFb6pKV+7LAvA9C6lAaIFrWxSpWVSLLKPAIc5yRKxR0VWKaMmt0Boj2CywpKBacbAQ5G5BOIupNiu01hrs769zeTzio+8fIiUkcc7OXpdb9zd56/19tAbbsTg77PPowxPmk5BwnqCUolY3GjRHTy+XGjiVmsd0OGfYmyEQ1GoujW6N6dhYPziuJM8K0iQjChPCIEVp026trxm7ayzfouq7oGHUDxgP5iRRxtGzPllZ6vQrLgd3ttBohpczgnlC/3KKW3EIwoQkNiWUWrtKnhQkWYpt2RRaYdsSVZJdtYYwTJG2YHurxWAccHI2REjJxWDG2dmYtc0mj5LCeERJm0IXFNqMTWxDKs/yVaDMNaAhpDBA4CWOjmWVuour54iroWXXGuTzCel8itgwWlFRqhCWGTP6ZXHKl8bxNbCzWnK6GirL0pLWLEVvilJocuk/tXjpwnDLCg2OKEvBK9fV4ho+W4a0oGLZONKmXfG5CBN0Bp5rUwhFniqEBltQ8sgE83nEoD/jsjPmxsEalmth2ZbJHCrjIB/NQ4TWTCcB82nIbBKSpQXh3NiCOK6N6zrMJxG2axHNE6b9Geu7bZrdBtE8onc85OThORs3uowuxliezbMPjmitN2itNfjar7/DbBwwH83xqi43397/c3VESSlxvf96wGYRrwHO6/hSRppkTPszsjQjmARUyrqxIa4ZH6HmWp3jR6YlO42zJbv/8Y8P8asucZCwdbCGZZW8mZrH2bMew4sxwTzm4rCP4xrfp85Wlzvv7rNxo/u51zKfhEwGM8J5ghQCr+px+rzH4w+PsSyJUsYzqbnWZD6NSOYpD0+PSFNFvVOhu9ng/GxCOI/Z3O2YxUdrojDFr3pMJiEf/PBF6RKuiNMcssJYMQgj2CctA26EMDtmVWqGKAtU2Q6+mFkXwEWv8GzM7vgqS7LI8CxjJfuxIEqiQaUpF//T/wtUQe2td2l87efLlJE5fLEhzwuFLBfMhWO4XulSkYAlNZYSCGFI0EV+/XkpSwQ7nSZBmBDOM8ajEKU1ea6NcGGRQqEoEn1t/TLvwaxYjjR8E4Hh7rTX6uR5ToJpV37jzV329tb45IMjojDBKjuWxsM5x88knuewfaNLkRccPrnk5NklSZwxn8b0zydGM6Zik0QpliXZ3G1zethnPg3NeNCavCgI57HpotpukmUFl6djhpdTwPgO5XlOsap+C0bID1M2ynOFLSXtbo2LOCGcJtTbFaJZTBbn9M7GvPnePvfe3uN7f/SQIEpwXBs5kuRpQZbl5JkppWkN9WaFKMoQwvx9ChR5VhCFCRrN6cmY89EMrcF1JLWqy/nllGrNZ2+vzcVwThAnpFGx/PwLpSHXuLYgXiCB1be0krFZHWtalA7li7G5AOZcHWvXjM1APJ3gLpJ0gqXKtcQsYOnLw/hV9aeVMXZtyIir6qywSv7NAoTr66eiIc4ylIYkK99a+ZqtxVr+cuanfC1KQZpnTFMF5XcgyRSq0Ag0SmuSJMd3HdIko173aLeqnB2P6XTrbO+vU/EMaffjP31KmqQ4To0wSIijlP7piGrNZ22nxcH9Hda32kyGMy4PB4x7U9Z2Wni+Q2e7tdSs8Ws+WzfXqbeqTPsz4iBm/942SZgihWTv/g5797ZJk4wsyYwB8Rdkt7+s8RrgvI4vXaRxyqMfPGN8MUUDo4sJXiVg6/YGWZzhejaVuk9nu01RKIZnY86f90AI0iDm0+88wXIt2ptNtg7WEUKQRCnSEkz6M7yKy40Hu+RJzqQ/441v3uHrv/7O59x3J4M53/u3H/Dp95+TpQVe1aHWrNJoVzl+eklns0m9WUVKQe90zOX5lLe/cYd3vnGbzz485IPvPGdzt02lXmUwnJNOc8ajOa12jb3b61RbFc6OhlieRZwWPHnRw3JtXIUBOdoYHGoHhC0QtsD2jZ+PRpBLfZ3IKYzJpl60hi9E/cyj5v8FEHp5c1VyD5bp+vKw/r/+X8n6l1iNJpv/7f+AkAKdr1QgVMk/EFe73lUawjJzUy4YjmVR5PlKCcDcEAiQGte2UYUmSwqEMJ1PWmnTYaWhSM3iKhbEZPgc18d2BK1mjSLL0AqiMMGzLXSjgiUFcZDRuxyRZTkXpxNcW1CpelSqLrZjMZ/FAFycjvj273/E+eEQ27VI4hTXdUmijNkkJJxGJLH5YwSziHqjQrVZYXg+IUkL0km0JFd6nk2t7pFlRiIgTXLGwxlFuqpiCHlqMnjVmkuj7jOdhhR5TjhPiSOjnCyNoRXzaUSt4fPNX7pPFMRIIQnChPXNOqO+6aBacIVqLR+/4jGZz1BaYzkWaWiybm7Vwq04PH1+SVKYsoLh9VhUKy7rnRpfvXXAn374go+fnlOEXFPGLjDZmMV4uJ6pESu3y1gRmFxUL5bE+JWfVsW0FafB/AoHr2R4HAsqnkuaptdB1Bf9XI3V0lQJcpbEZ/358xZlYBYlKFGWhBccnfxqPC7EDLHNbQ/wHZs4SoiSvHztkqwojAIyAulIbNtCoqj6LvWay2gY0Gj49C+n/NwvP8DzbC6Oh2zstZn05yRhQhpnVGou3e0OzbbZBM4nEe2NBrt3t3jrm3cJZzF+zcPxHS6eX9I7HtJo14iCmO5Wm7d+7h5PP3iBX/PobLUBuDzqm2wS4P4MAptFvAY4r+NLF4OzMcOzMRs31gzPpCiIw5Q8ybEdm723tmmumd3dnXcPqDarxGFCvV3ju7/3Y6QUpbJwld7RgO3bm8RByqQ3Q1iSG3d3uPfuAUWhuDwacOP+9ufAjdHL+ZgP/uQxSZwRzSKElNx9r25A1+WMNMmxLRthQTCJEK7DybMek9EcVShaazWEkPTLNsy1jSbt7TpxlBElOS+e9ZiMQxrtKu2NOsGnxg5cuhaWhCLNcasWfsUh1ArHs6nWPfIoBmmItKlS5GjT0bLI2tgsJ9cF2FlwBK6pF5chXiXqJyD49GOm3/2PAGz9zv8dq1JbIpdFOWq5SOirdWG5A14kliSIAmwEhSrQqrRcWFkAhdZYwrRIh1HZUi1NvSDJFEprVKZKYGOebFliEAJdmPZUSwqajSpf+8YBl2dTiizHs2zyLGcynJNFOR/+4DlexWF9vYFlKbIM4v6Mat0jTXJcz2bUn/L7/9P3OH7WM6n/uMByTQdXFESE8witTCeU7dqEYUK9WaFSdQmrLpBRaXi012qkSU6aFhS5IgkS032jDA/IckyXWBKVdSoL1tbrVGsuP/7TpwgBtWaFJEzI4gTluLi+kTKo1T0GlzP+5A8+YTIKmIwChsMZg8GcLFdYCJTQ2I5NpeKTFzmVik0wT4jDEvjUPPZvrhEmOdN5jJIQJjlKa7K8wLIlT4/7DKLIKERrjedKY4CqFZkGJQR5rg3AfvnL/LLezXLQXWVJpLyyQVgNyy/VjKPw+vgsb6cFyDT7HJfn2rHLnytkoFdkcl42yFzeV24GVsf7ki+1LIteHb8ASwbnCdDm72JJScX3yIqMQhWl7pN5It+VNCqeIf4mBfMgwbIEUTAnT3Nu3Frnxq11o4JddTl93mNQ87k8GVDvVLFty+jU2Manb9SbGqPNtTr3v3qLtZ3O8q35FRdpWYwvjQFxvVVjOpiVXKKrP6IQYpkp+1mO1wDndXzposhypFVqcgC1ZpXWepO3fuE+liWx7KvaihDC3GdJsiQjmIZLH5SNG10OPzvFr7i4uw5FofAqLlppU9LKCio1n1rz8z0B4Szi/LBPq1sjTcyudng+IQljKlUXy5YkcUZeKPpHZocfBylPPj7D840YW7Xu0t6olz4yLZqtKpZjEQQJudKMB3MKYNSfkynjRhwlObYjzKRvCXIklm30T4RlYUuJ7dvkKjcibp5EKUUqQNmYTIwwXJwluClZlQv/qWVpaoVjwPW7KOZzLv/p/whA6xf/EpW7b1wX1qEEGKuLhVg2i2BhCJtalYTiUp3YEYKK54LWuBKjBJ0VVxYMC16HlGVbsTAZnExds2y4rmdivKYsIfAdG4Hg+MWQVrvKO2/fIpzGPP74jE6nRnXXZT6NiOMMz7WpNaqoTFEUiiTJqNU91jaa/OhPHvPk41PqzQoCuAxHJFOFyhWtdpV4nuL4NrOxcWyu+A7Tcch0bLzFmt0qt+5v8fzxpek6qngMiylZmpPlBdVaCeAEtDs1Ijeh0Jo7b+5SrfnMJiHdTZ8kSomClM56g9nUfLi2bbG2XqfRrHJ2NKB/McH1HWpNn5PDPvNxhGUJhGejlC7F+DRJlOPaFpXNBmGY4voulbqL6ztEWW6UsaVpcY7jjCQryG04+yxAWMbpW0hDbs+0uuoCEhq9qC+tlpkECzHbq8ElzLgsq4IGV6xmfVYGoVU1lgBFFJTf9StS7+KYKF/h4ojPX+P6CC8R8ctA56VMzjXwrJdNhyz4OYv7hDCvXZRlrYXuDRrECuJSGpI0ZbvbYlQEzPMCRxpOFhqyTDNXCUVa4AvB5cWYYU/SaVfwa12qVY/exYTuWoOjxxfoXBGX/lTbBxt4FTOWnn98ysGDHSzborvdYlhaO3T91vK1+FWPW2/f4GGUEgdJ2Z01p9b0KfKC0cUYpTSO79DeaPKzHq8Bzuv40kWlUUFKwWw0x3aMeub+W3tfmCatNnwc3yWcGsO3wfmYG/d3mE8CescjpqOAJEgoCsX+g102bnSZjQJqrQq3v3LjlV9k42sUMBuFFEVOnimSKCMKMro7Fp3NJq7rkMYJrudS61SZn4xMWUUpLMdiNIrojkP239xicDk1XS++Q6oUaa6oNVyEkJxdTMjQVKoew1lMVpTbW0egPXA8hzyHROdYWLiuhS4g0xotNI6EFLXslioWmRxAlwZQ2rQlXcWrFgN9lekf/pt/hQrmOJvbdH/zb3xu17vY8F2Tnl9M7kBWAKWDuNLaZF7AWBi4NraUzOcpQgssYQCdbclycU0J8hiU0Z4pUgXFSuXj5fKWNoTs9U6NWsUlilJOjkdkUcYzy+aNt3dY26wzH0fkWcH6dss4kGuNX3G5/d4Ws1HIZDDn7GjA5fGIRx8ekSYZzXYNpTSu64BOaXWqeL6LtC2qtQqOZ5FnJrNogK9FZ6OOKqDRruG6NsKSSClwXZvUd/B9l60bbdrrKcPLKcKSOJ5Dp1Vh50aXZ48ucBwLKaBaqyCl8Rur1T3y3AAWv+oRzBM838H1bDa3W4RBQrVRweobXR3LMgCqKArCMEFLSa3hoQpQmcZr2hzc3GAyjhhPIrQQNJtVtBQEYQqucacvlMYBkjRbZgWVFCixYgOir7KDYjEWVjOFL5VElV79BF9xW2AyhkAeBcts4MJ6ZMF9WYoLKj7ffi6uDZZXZ24WIblmLbIMyyySFqI0uOUKaK+M/RV8Z35dfhc0utBEFvRHc7LM+JIVhcIS5vuglSLNwF4QpyVEUUqjWaFa83E9m0FvhiVgPot54+u38GsuSZRSb1VoNH2On1zgN3zq7SrPPjpmfDEBKUjj7OV3xHwUMO5N2Swz5NE8JolTbr51g9lojrQkG3tdWuuNL/hj/ezEa4DzOr500d1uc+udfZ78+AXRPKa92WR9t/PKY4NJSBwkrO10cByLW2/vcfjZKeE0ZNKfIoSg0anjVYxX0mw4Z/v2BpsHa9z5yv61bFCaZISzGK0Vj398yLg/Y3AyJC80tmNx484md79yA6UUXsUz3kP9GQC3v7LLdBozHs6YzWOSJCOap3z6wQmWa1GtV80EaEmEY1PxHerNKlleUKt65FIT54Z/IWyBJS1yw0ek06pgZTZBklIUBVoIwjyjsDWFgEKYiVFboJ2VcpTQV2WrV+ZpWBEhA1E6ciZnZ8y++ycArP83/1ek41ydtirQtljYVq+oyyxOeYwoCTmyzPbYliAvFK5jY1kC0zRmIbXxG4qjDF0US3POotC8zLFZrC5CG/K1jXmOasXlva/e5Pt/+gR0gedYPHt0zicfHNLt1hBa4/lGF0QVGqnh9MWQeGq6oypVl/7ZhCzNGfRmaG2yOrYtsByLrY0O27tdgnnCzn6XKMzwKi5SSLyqy1d+/jY60/g1xziGRxnNTg1VaNIko1L1yNOCN97fp1r3iKOMG7c38Koezz89JQpSPvvhEV7V7MijICWYxeRK0Wj45u9agiWtoFr38Ksu4+Gc2TTm4mREu1MliVqkaUaBcTh3PJ9UwXQSEoYSIUA6FhtbTd58c4+PPznCH9lg2TQannm9eUEmF5+fMAk0VUoOLIaTpswGild6QelFyWO1BFryV0RZ9slXz3kpo3hVogqw5aLtXhEvyqFf1KSzOhhfGddG7PW7XsrmCAkSacw0hel0UuVxAlYsxksXcTBgS1+R4HMNstBGQZuCHIFrSQqpycmxALWQQ1bmKlqbLHMUxsYSJlccPenx4vEFaZTR6jao1FzG/RlJGONVPQ7ubzEpBU0vjwfs3dnk8nhAd7t1bXO4yKYuDDBlWU/u7rRpbzaZ9I1JsOVY/1XsFf4i4zXAeR1fuhBC4PquSUkXiulgzvMPD7n/9TvXPFCG52OefXhEHCQIS7Cx1+W3/86vM74YM59EjC5G/Om//jHDsxGzcYDrORRFwY37WyC4Bm6ieczTD4+YDOZMBnMe/uiQg/vbbO11GfUmVGo+f/3/8ats3ljjo+8+Jc0VR48v0VoQzhOefXZBHCZcnE4plJHZRxouzyc/POLrv/aAtNCE44hK1aPZrlBr+PT7MzpbDYbziGys8HyHKM9JVIGWAte1SFQBtkAqCLMcpKawzSKFUqgS6Gh7BdxgSj1mV7sy0a/8/nneguEpDP/FPwOtqb7zLpXbd40z96v4C+WicG09Kcm/yyWkbNte8HKU0thSIrRGSiMaZwlJkRWkhSLPC7NAFBqlWUrcX684lJkbAa403UZaa87Px6TfyRCKJaCxLEkSG/2XSsVmeDlheDGhVvP4ytdv0u3WGVxMGPUDGk2zGz59MSCLc6PfIaDZqbO126XVrWJZFsPelOHljIN7dfbubCIErG23QUM4j7k4HjGfhsYV2neIwoT5NKLe8PCqLpNBQP98gm0bY86zwz5FrrFti2AWIm1Bs1tjOpiTphnbu13WNhqMJhFFrtjcbvGVn7tNHGU8e3jOdBgShSlBmFBv+dx/Z5fTwyHTSUR3rUl3s8nTJ5fko4BsHoMUxmlaaeI0Yz5PqVQ84iQnCo0nkptYZEVOlmpUiWJNOalc5VekB14uQV0bW/o6zNCLx1bKmqvHrn7QVyWq0BBwpQE4C/Xg1eddcmKWoOclcPOq7M0XpY8ESx0brUBJhSzrYwthSl0Ow+XTKb00i108l4BlticvFGGWYGkzpvLM+D1JIVBl6lNrQa4UKlY0G0Y08uJswt37KVmcEcxiPM/m0YfHREGElIIb9zYJRiHRPGL39hZJmFBtVti7u8mD928xG4VMB/NrG8R6u0qzW6d3MsSvuERBws6dTfIs5/EPnjMfmZJgpeFz76u3aK3/7JaqXgOc1/GlC601zz485PRZD0sKhJDMhnO6O112bm8CxkPl+OEZqlBs7q+RJRm94yFrOx22b5ljTh67DC+mnD27oMgNUblSczl8dM7Nt/ZNmrgUvPrT3/+A3smIvbub5HnBqDehu91k/8EO3a2W6VhpVtDamBJalsX2wToAzx+eG/E118Kr2ARBSp6p0tdKE85jfvS95+zd3qDQJiW9vtFAWhaDSUijVcWtOFRrLsqCKC2Wk3UuBOejOdI1arPSk8QqJ0dj24JUKLAEhdZl2l5fgRwLkwah3JGKlZQ+XMvCmL87xM+fED36DCyLtb/2N69/MKslqcViUvInxKI1vNyly6IEWXDFr8GA13EYQ6aMQzggVUFetkvLkkSsF3yfa4Bq8eSmzda3TTu0Vma3LCxFFGZ0mj4ozXQSEc0S8jQ3GRTfptWuUqv5RPPYdJd4DrbrEIcJZ0cDzoBxb4YG6q0anbU6lZrH3q010iRn1JvR3WzSaFUplGI2Cti5tcG737rDZGT8yWpNn+HlDK01Lz49Z9ibksYZaZzhVw3/qFJz6J1NmDw2jvN+1aO73qDZrTMbmQX94P4mftXD8x3ODkdUfJdq0ydLco4eXeJVHaNYnBt9HVPiE7zx7g08z0ELQbtd47OHFyRxihQC4VoopdCF5vxiQvAnj4nijGkYEycZlmNTqbhsbbZ4et5fDpPl+m/SDWUahuUHK62r0tG1zMqrbhdc8cBeosWsjrVFiaqIAqNsLYwOD7o0Vl3JIF4DPC///kpw8xKaehm4rwAwAJFrsgWwut74dq1ctfoSrn1XNCSpwkMhFai8AEsb9WplnkgDhVIIKahWXdrtajlPSC5PR+wcdMmzgtFgRu9swo3bm9x9+wauZ/PRnzymfzZCFZr9u9vcfe8Av+oxGxnxv9XwKi5337/J2bNLkjBh42CdndubnD27IBiHbBysIYSxsrk4GlwDOEWhuHjRY3g6wnIsNg/Wr5GYv2zxGuC8ji9dKKU5fXZBPEvYvGm+1OdPLhldTpYAJwljJv2ZycrkBY7ngNalSZyJKEhLXRtN73iIKjRbBxvsP9ghCmJ6J0NsR/Knv/cBH//JY5Ik5+kHh1SbFdIo4/jRBZ7vEkwjtm6sYdkWTz855fJ4yOGjC2zHYjKa49dcZuMI27XZ3lvj6EWfKEixhFEf1hKCMKXdqVIowXAccNGbogaC4TQiFaYjJUpzcqUR0kJlBZZv4ZUZHN+zsD2bXGWQCpCatCjIBeSFNqWpBbgpszkIveQqmG6WcqK7NvlfLVQCGP/+7wPQ+MbP4aytr4CMlUVNr/BvFuWnVRG/YoWDsHg92uyGU11gIcgKbXihogRnlOeVLShXWaGV7fIK0HEtI+SX5uZ4DSS5RhQxuW8zSxMm4wgB+J5DGCRIpVnfatJsVYnDlOOnPWp1D2lJWt0aF8djVFGQZzmdbp12p8r2XpvDJ5cIrTl4sMXuzXWOHl9Qqbls7naRQhjD1vMJt9/c4cbtDeaTiB/88UMefnjMyYs+wTym2nCxLRu/5lGrewTziDTOqbd8oiAhmMVUqy5YkKc5/fMJjttl92CDwyeXjPsz6q0KUZSgtSbPcip1n3Aesb3fpVozCrdaK/pnUxrtGkIKPv7gmPPziSm12BIpJJYl8DybvDBu4pZrURHGZ8ivulTqHlpoWs0qmQpJC2XItaur92oGR65wcRax+NxhOYauLbMrxOIv7LKyzfKki5w0L7AcdeUTtbjuS+f8uWPRb/4SRedz1Std8ttXXcQtliKWyyzl6mtZUTJeXF9oQU6BK21soJASocB2IM0LJBLLMedKBJWay903tuidjPnk+88pkpzTowGNhs/uwQZZZDJtl6djbj3YZuf2Jpt7HaJZxGRkuq/6pQ9UvfV5h/Fas8K9929eu0/lyshRlKVF27HJk+scnosXPZ5/cIjju6iiYDacY9nWl5aQ/BrgvI4vZTiOA2LR7ZRjORa2bWbEJEp5/vEJ5y8umQ3n7NzeorvTxnYd/NqV50mapHhlN4Bf83E8B6/isH2wzuBiQvzthwzOxrx4eMbmwRqnTy/pX0zYtCXbB2vEYcJsFHDj3hZf+YX7nDzrMRsF7N7aYDoM+Oj7LxgN5zSaFWzPIc9zmp0a1aFPFGWgFc21GvmiI8iy0EJjexaD0ZzxPMbyHbKiIEpS8sK4OztCUDhG5yZLU6Qt6bRqaEcwnqbk0kjUK8FSxViLq26SRVlqWQ4QXJWpygl6eVvr5QoTP31K/PgRWBatv/zrSyLxcoFaAI8StIkCs9Bl5VOs7OhNJ0n5s+yY0drwEVSpa6MVpGhTrtIGKOlVbyq1smqUu2FLGsKn6zokQbLCzzGLTBIrRsOQbsPHKzNojmvsHQKlud2o4vo2AhgN5zz++BTXsWi0qliWoNNtEscpft0nCmI++cELY72gwXlhk2emHCaEMNYbvRmXp2NG/RmqUOzf20RIePbonEc/OjKgO81wXJvmeo1mp0aW5sRhiioU9WaNRitlMgwZ9WdU44ztm2vsHaxjuzYf/+A5o96c8TAgjlMO7m+xttFibbNBkmTMJxFZkhELQaXmsLXXxfZssizn6SOjtCwB13VQWYASBa7nUq15VFoVWt0qeaGZn49JEtNJlQtNkueEeU6Wq2u2BQswckXFEp8j9+rFYPhzAI5VALT8vbxRZEbCTzquMTvN9ZV68J9XJPcnvYbVUtIK2FmO8XIMa1VmH0vNpwW4X5ZoX8r4yEV2M6ckwGuk1FiFoFn30IkmLlKUNEJ/prSrsC2J4zo4rpGG6B2PiGcpbqdKHGc8/eSU9Y0m7hs2+/e2SOOY4fmYWt1j99YGd97ZQwg4fdZjOphTa1ao1k0WJ0tzmt06SqkvtE5odOuIZ5dM+jOkFGRxRudB+9ox/ZMBju8uCciXh33mo/lrgPM6XsefNyxLsv/GDkm5W5XSYvvWBt1tkwo9f3bJ8HzM/a/f4fzZJefP+9iezfu/9jbNriHFKaV49tERzz85IpzGpShahW/+1nvEQcrgZETn/ZtkeUESJNiWRbVZNdYNac5Xf+0ttNI0unXe+6UHKKU5fnJJZ6OJZVu8/XN3ePzRidGgCFOUUgSzhKxQvPHuDZ4/7ZFlGX61gkbh1jz6/RmD4Zxazcev+eSziHbdo96oGN0SmXL33jankylHg4mpAlkCheJ8OIOKJM5y4/tjlyUopwQ4C9ViCcgyc7Psb9VXi8Iq4bNMty/y/ePfM9mb+re+hdPtmi4orib8a10jL+1YnbJcJXT5vKuOzC9xHVRhuqoULEnIOn/5WH31Y1GesAS+6yDQ2AqSJQDSRnOkPEcqTRSkuJ6FVgLPc6n6Llmccfz8Et93mU9C0JoiK7ArLmmak6UZo+GUvZvrTIYB54dDOmt1br+5w6Q/J5zF9C/GeJ5DxXMYXE54/MExwTRmfa/Fs09POXx8TqXuc/6iT6XukqU51XqFLM3JsxxVFDQ7VXrno6VtQ7XmkaUFQoBXdeh0G6xtt7g4GXL2YsDurXXWt5sML2ecH494+6s32b21ztnREK/mGn8gz6bZqbKx0+b5k0sOn/UYD0OjQptmbO60iKKULCtY22yxf7AGjiBIMjxXkqZl2RPNcBwQF4VRyxbCcHAWRGJBmaZ7KRYDxaTlrg+RlYzLq7I1145bATqqBDjCcclXx96fJ/48B+uXfr7q8Vc8pl8l2lMOv89BBw2yTKO6tiwVvjV+xUIVFhSaLItRmUAoSa4KXM/GkgaUW7ZAKWXsPWZGoqJSddm/v8XgbIq7b3P//X066w0c1yznBw92KPKCZx8dc/T4HLThAvq+Q61do7PVZPfO1vL4RXS329x97yYnTy8YnY3xqoafE83jpWClZVuoIjFvTRufPGn9edHmTz9eA5zX8aWMW+/sowrNpD/Fdm22bm7Q2W4DEAUxfsWj1qhw+yv71FpVNg/W2dxfW55/9rzH5dGQ2+/sk0a5UebMFWu7bbIsZ323w+bBGsEs4uTROYPzEY1ODc93uPX2DXZubTDpz9i/v4Vfc3nx6RlnR32m44CtG2tmwQuNoZ10HGYjo7aapZqsUGzutImjjDQr2NxtU+tUObuYEoQpjXaVznqd8/6MrNQfQYLvOtiehdYCLIltC4QjyPKcWZ5h5RLpSoQ2pamiBDlKmpl1wa+54iToK1DzRfyEMuInT4gfmexN+zd+w3B2Fhyb1fMWmZnF8yy4B1LgSEx5TRcIKchTRVGSJARcWUCsts6U2ZwFl+JlALXIChkuFliWIA1S8sK02FIyfbRWCCGwhaBeLvh5lhsxuiSntV5HVBzC0CwaaFO6EtKk4tMkw7YlUZgxupyTZTlZnDEezHAcSaVRIZgnVBs+d97a5eR5j3//v/yA/sWY9a02SZJxrHskUco737xt9JmkZOfeNlGQcvqiz97tTXZvrVNvVbj5xjbf/cPP+PA7j4mjDGFBq1NjbatFte4yHc4Y9ef4VYdGu4IUkjBISOKi1EAxnlT7N9dwPZc4StjYaXP/nT1+9L1n9C+m1Oo+eakarZTmjbd2uffWLusbLbRWWI7NaDrn+GTMxjjg6HxigA2lHxMgVsxYpY0R83spo6NWP7MvyNx8jvslrz5fLYwuzqI7aVneyk15RDjuK0HQ4vn/k2BGv3z75XrZK45/OaPD9ftQV2Nz1YNKF/qqc1BdvUdbQtW1qXku+EYwJw5TXC2IsoJkliIw/JssyuidTbCLAqExViNZgePZtNcaRFHKbBSysdvm1hs71F+h4zUZzLk8HtLZaJHGKYefngJw72s3Of7sDK00t96+cfWWS5POeqdGc61OMAqwPZuzx2eEk4AH3zANHls3N5iPX3B51AetaXRqtDdb/4kP4L9evAY4r+NLFUWhmPSm5FnOjfvb3Hx7DyEl9XZ1mVqtNCr0T0ZU08qyXNDo1K5dJ41Ma+Wtt/dQSrFzd5Ph2YQ3vnEHreH4szNUrtm7u8XFYZ/ZOMD3Pd77lQds39wgnCds39ygvd7ku//2Yx59eEQwjSnygsuTEdKWaITZFc8Sitx0PU3mIdMPE2oNj90ba3QbLlgWzbUqp5cTCqW5uJgynidoVTALNJk1AyFZ32qws9VGeIKLRwFYAs93iIMCjSZWxpRPOFeEzkIsSMXlzLsQ9ytBDyvmmp/fXl4tRpN/XWZvfu5bWN2uASEvLx4vLQqiBDtCgsKQMO2iwHNtpBLERWbKU8ossJa6vkYszy9/X0jcL/kMwoj3LTCaa1usd+v00gJpQbPm0e9PyRc0AaVpNCt4no3v26aduMjQqkAKw1WK5glZklGvV7CkUXZVqiizhcI4MEvB0WNDzG3JGoPeFNEPeOO9G3z1l++RxjmqUFiuRAjBsD+jnuYUeUFrvc7Ziz6WlAx7M4pcsbHb4Zd+6x1+9W98lfZ6jekoJAoSpoM5n/7gOVXLXCeNDVk4y43ooxCQxjm90zHTUch8GrGx0+LxRyemlLrbYXu/S6EgPEk4Ox3x5PElTx+dM5sa/lGt4WO7Ftt7Hd752gHNdgPfdwiChE63huVbxEnBLIjpzWIcV3AxmBoj0CUYENfAx0t6j1fDQ149sMzUvKxkXIIZywLHNorMmS6MgeyiFFoeWiSRuYTrmef9SaDk+iv5z3r4c1Fw9aYXZdcStKBXLB5Wr19yjMy4hbVaHZUocq0p4owiL7ClpNGo4CiYpRrbEaRxjs4VUoBbdZn05ig1pdNt0O7WePtrN/ErDrff3GVzt2O64V71knOjOu24NtPBDJSm2q5SrVdwHIvR5ZT9BwWWbRnPtU9P6J+MyJKMwfmQ3bs7NDo1lFIMTkbMhgFruy7ru10s22I+miOkpLPVotr4PMD6ssRrgPM6vjRRFIqnP35B77CPxgjc3Xn3gPW97rXjdm5tEM9jRhcThBBs3dpgc3+N0cWE2TjAsiSOZ1NvVjh73qO1Vqd/OmZtp8XmjS7SsohmMYPzEWh4++fusX1rg0anRqXuk6U5o8spcZjynX/zIQ9/eEitWTEeVE8uODsaYLkOw/6ULDMLQZJmZErTXKtTZAXTSUS7G/PON27yZz88JHne5/xsguPYVBsuqTYt35bt4Eio1l1kxeLxSQ/Hs5GOZBanzPLU6JlY2vBtEBR6UZJaJRBgyJ6WvsrYyBXQI16RISkXrfjpU+JHjw335jd+wzy+skAtJ+xF2au4IlFapa6JLSxsy3Ay4qyAXKEwisSNiovUmtk8Ic3U1Usru59eXfcqs0KWLDVuHN59c48iLkgnMVlWkGVFCX4EnmtMMjc2m3i2YNwPqNRcVJ4TzzOGl1PTcaWN7ofjWlSqLnmqmPQnREFkLDO6dQ4fXzDqz6g1fFRhnMYrVUF3q8XlyZiTp5fMpiGTQYDrO1wcDxhdTpFSYDmSLM65eX8br+pS5Dk7Bx3+0n/zNTrrDT7+wXP+/T/7IbNxyNNPTtCqoN6soYqCYBYRBSnr2y0ajQrJQc5Decj58ZD5NKbZrfLON+8Y4JQpvvLN2zz59Izv/PtPqdRcwnnCi2c98lyRpDlJkuFOQqQjqPYrfPrRKfce7LK926K7Xufx00s+fXTOdBrSHwYEQUw+V2SrVgRKG3f7kqRcLHuhzQd37RMzqbSrLM4KQBaYseOUmUbbstjpNKl6Ds9HY2ZxegV8y7GaDi4BcNtrn+PdfA6jvJyh/KJYLZu+fJHVr9MicfVSmVXAsnuwlK1afpcsWKazJCBKvZm0gDkJjpZkyohaLgT+HNsiLBRRnGEl5nq2JSkKhdA20hLkmaazXuPumzu01mroXFOt+18IbgCqdR8hBKdPL0jTnGAe0d0zgCiamaYM01knGZyPOHl8Tnu9ie3aDH8wxq9VPrdpXERns0XnS5y1WY3XAOd1/NRDa000j1GFIokzxhdjs/ig6R8P6Wy3cVybSX/K8aNT2ptNbOdqqLq+y72v3Tb+UEJQafgMz8Y8+fEhRVaglKLeqfHur77Jp999wnQYsLHb4Vt/9T38qqkl333vgI0bXbTS1JqVZY0ZTJvw8ZMLonnCD//oIcPelGa7RjCPOT8akuUFaa7IckWzXUUpiNMMhKDWqBAECa4lGQ1DXhwNiKKUMEmNIqwrQUosS5MHGtuR5EqTFjn9y5BEKapND2EZnk0mIcO4hy+cxc2m2sy4SxpByb25tgiUpOPVFo9Fd6xY4axM/uVV9sZe67Dwz0Frc9wCHC0WmdJY0KLMuGAUh/McmhXPTP5C4ViChu9S5OY6Vc9Fp7HZDK9kbqQlsKSmWNhCC5BCstH22eg2qVV9vvneAWmY8ejhOTdvrdPvTTl81qfIFNWqx852k2F/RjAN2by1RatpyLyutMjjjKLQtLpV0JBnBXmh6KzXCaYxa5sN8tRo5UyHAZPhnKJQREGC7UpUoHHcJv3zMaPelDwr6J0OOT8c4Pg280mEtC2660165xOE0nTW6xzc2WDnpiELN1pVhr0J/+5//jNm45DORp352GRlPM/FcY2FiOs5NOo+e7c3OH3Rp9U1IpXDnnH1zhJjtmnbZhEc9KZMhwHNVpXTk3MmwxDbtXF9myhKCeYxtXaVRtvn9HjEYDDnF37tAenJkB99fMLl5RQtNJYFaZqRluIuUpb6LGWGznWl4TwtQUv56a1yurjK1gjNstNqOdIEiNLU1bIEN9ZadJtVEgrmF4NrtCuAZHBuvu+b21c0np9UknrV/Xrl5+JFLEjwK8d87tQVYLN0G18pTy2zWSX4F1z9XPD2F+rdaE0aF2R5RkyKY0nqnosjBbNxQJJkaBRKS7I4RWUQziMS38OxbSpN18goaEGeFmztdWi0P98ZtRrhPCaNM04enxPNY2zHQeWK3skQy7awPYcf/LuPSJOMeB6b8nzVw9WatZ0uw7MRzbU6WZTR3mzS6L4a7HzZ4zXAeR0/1dBac/zojLOnFwSTiNH5iPZmi1qrxuBsSJEVbJb6Mn7VI4lSilxhv+TSYFmSevvqS3fxoo+Ugu6NLlprLo/63Hz7Bn/5v/95NNDoNnBXSHWOaxtxtle8vovjAbZtYzmG8OdXHLIs5+R5j9nEqIZqDXlSkCU5Xs01ZOBMEcxj/KrLdBKR5Dnf+95TkDZ+1SYrctJc0Ki6jIMUbEmtbgTW0lQxjVNSXRDNc7RttoQFJe9BGBVZbYGyDbpQCwKxBG0tEIeZrfUik/NyWarMyCwAUvL4OfHDMnvzW79xNdNbmDLV6u51kc2xjM7NYmFQGkRmJvRZmCwneceSCCERmHR53XOJ5ynqmhyyBq1xHZtK1cGWwmSFkHz93Zu8c3+bRt2n6rn8hz/8lNFgThQlxKHpbLJtaZyXe3OyuKDqeSilaDR9XLtC0jR8nOkoIE0L6nUfr+qa9vswpVpz+fqvPGA6nHP0+JLzkqvlOjbClowuDLeqs9EgT3Jq6w0ujoYMe3PDhUlT8lzhuw6eZ+NUbKaDgDjOmI4Dhr0Zu7fXuTgZMhuHTEZzbtzeJIkzOutNotDwabK0oFL3+cXf/Ap7tzdwfYckzcmSjO0bHcIgRVjC+GhFKZs7bdOiPo8pCsXDj48Z9qbkRYFKNY5vI6RAWhLPs5mMQqo1n/k84ex4QpJnzOYRl/0pcZKZcqc2QnYSY6+hpUBbxiTVKtuKXqmjtAA1r6C2LLhXi2qoJSS2beNakrrvkhY58yhZCgKvAva0XwKcje0lT+3aMS89/9WTLuHQ9RMW4Ebw+Rf6BbEQmjTqxFzvmNIYC5FS90mVkgkGDJUHKY2ljZt8lhtyruta+K5FFKbUKhXT1VbPzXcjV+hMkaeaSaxY22ywtdPm4N4mGztt7r1zg7XNJpYlicOUyWCGUppaw182WMRBwotPT7Ec0749m4SkSUgU1rj1zh6O5/D4B8+ZjQLyLOfiRZ/WWp21nQ5SSlrrDbZurtPaaOJVXDb3168JrP4sxWuA8zp+qjG+nHD82RnVZoUkShmcj6m1qrQ3m2RJxsnjM4YXE6p1n+lgysb+Go73nx6mS/VgKP2oJjz58SF+1aPRrfOtv/Y+Gy+Vur4otDJZBV0oulstslwRBTFxaDglnY0Gs2lEFKZEQbbkw3iexWQcMpqFZmdnWRRxgXQ06awwXBWtGU0CUkujHUlvFhpjyVxRoBCWIFOKKC5I0RSumZOVDcqhBDFcKyEtAA9WycdZTK4LAPRyrLgGj/9Fmb35hW+a7M1iAVgouVKqGOur3bm1SMnrUp04X8FBq7YKUpIXijwrcDEqrbokUiwdzHVpkuk63L+5yc56nW6nThRl7G61QEE4S3j68Jz5PGYwmCMFZLHCFrJcNAVpYdyxGw1jgRBMIzzPptWp0unWiMOI2Sgh9xQqUWxutXjnazcNv2U4Z/fmGuP+nKx0+BZAnhcURYF0LBzb2EhEh0OiIMKWkkrNJY4y0Bopwas5KCVY22nR3WzSOxlRFIrdW+s8+tERbtUmmkV8/L1n+DUXhKa90eDGLZPlqdcr/PxvvEUwi5kOA3YP1vB9h9ZanXqrxpNPT4iDhJv3t7lxb5OzwyGtTo3hcMZoEFIohUYgC81sEuF6jvEaijIuL6Y0mhnSloRxQhhnXJxNGY9Dcm3KUNISSxArylLSoiQTZ0aaYKkqsIIhFuWnVXf45ePlscuqkARRdvmdjCY0qhXjXL2QElhcVhdXJaqN7c91/+nV53j5+VbH+X8KyKxmZcCUXxf3a4zezQLgvwxutAE3IuMq07Mg5pffEYnAsTD6RQocqSlyja5KfN+l0fCYFgWWZZFGMaXDLAvrB9exKMoW8rXtFhs7LaSUxGHCox8fMh1eGZEePNhh+2Cd6WjO84+PiYKEo89O8SoeWmtGZxMujwbs3dsy826zQnerhQB6p0NOnpxTbVRMN9X7N/FrV1ntn9V4DXBex0815pOQy8MetXaNOIhxfZc4NCRdv+axc3sTr+KQJSkb+2scvHXjC3UbVmNjr8vTDw7RSjMdzHnyoxdGkny9ztmzHt/5Fz/gN//2Ly9LVC9HOI8ZXU7IM4XjWszGc9I0J40yNrdbBGGFeqvHfBYz7gfESYrSilwXkFk4voflS5JZikbguhKEJC0USpouII0gw6gnK88iLwqyyNhM2EpAxUJYEiUUhS59pkpAo8oFR1t6wfs093NVllqSjS3Afinvfu1PaFap+OEzkjJ70/ytX7/i9GhhWs0Lsfx1yUUorqgWhYZihY+zIBSLkruRqBStJSiNVoJMme2wwaHCZJGKkhMjBZ4lWWvXybKCzW6D+TgijjJ6vSlhkLK30+boec+042c5fsVYbyRRSqGg0fRY32iQJDm27VCtuOztd3Fcm3E/oKhDrWGUge+8scvNe1vU6j7Hz032T9qStc0GlhSE85jxYIawBJ7nMO6HOJUpQgtsRxqtkqpHUWhiKcnSgvk0QivB1375Hvv3tg1xOMmYDgPDL/v0lN7FlPk4pMgLpGOzudtZilUKKfjTP/gYDVSrPkopUKaca1mCSs2j2a7i1z2GlzOanRpnx2Mm44hCFcs2JCUFNlBrehQKkiRj2JvT68+oNyvEhWI0CSm0xnEtVJqjlTad/WXNUQpwPcuQYsVVadN80FfjTaySiIW4/ns5TtTK71muKJTCURrXstlbb/J8PF4mDBfAIBlcoosC4bjY7c5PLku9Ety84lj90s/ytlCvOO7lspW+KrctjykoW6VNx5QRuVyQ4vVSNiHPTGbMKv+OSiuypEBFKaeTmDTJSeIUUnPNBfjXYMqkloXjuWxsN5kMAtI4ZdSbMupN2bqxRu90zPNPTjh9dskbX79NNI+XSt3zUWjmsIM1Kq0KFy/6rO91CWcRlZpHURRYjs3WwQZ337tJZ7NFtVX9QmPjn7V4DXBex08t8izn9PE5/ZMBUWAk9Ke9KbZtWP0Czf1v3GFzf32pTizEF81s12NR1hqej5mNAtyKw933bgLg+p7xoxqFrwQ4cZDw5APjQ2XZJj3SXm/i+Amj/pTJwAhlvfn1Wzx/dE7vzHRRudIhKzSFNmTaYG7cll3XxnYlaWK2f1ledolIKIQizjSRlCYZY0u0BZkU2EKipcK2JbmCvFQ2ZRXcWOX8LI0GBQv9G1G2KC1KVfC5EsLyPg2gmfz//g0A9V/6JvZ6Z8kPBV5dmio5OQKuO4mv7LyX6fly96uFQuWQFRpRGEBjSXAtSZIao8GKZ+NIycMnFxSqYH9njX5vimtbbG42GY0CwiihP55Tr/sEk9jYL+SmvIVn0W7X8GyL4xcDtNa0O3XW132Uhh99+wm9sxHdzSb1hk+eKeaTkDxXVOselYrLbBoTTI0adaXuMR7N0ELguC61ZhUkTPsh99/bZ+/WGkdPLnj00QlZmhtvsU4VS1rUOhU2djq4jikhhLOYat1nMgl4+KNDHM9h+2ANv+Iw7s/ZOehw580bKK3pn444ezHgxr1NTp73sF2LequKsAQnRwOa7Trr200uTyeMhjN+8dffot+boguNlNK05itTS2mtGcK8tAQXFzlpkVNIQRin5P0ZmVLkSlOtOwgBcW7ScJYtcRxpsm1CG46VsTy7yrAsyjDlR17SsswDiwH08td2MY7L0wulGIQh9ExJslPx6EXJ8tzw2WcAVPZvI6S8hi5Wx9rVuNZX91177pdPWgl9/f7V7r0l8FncXlypzG6KV1xPaI2QAlHoK6XjZUZHl1kZSKIckURstSs4wiIrFNP+lJkQIEqbEoz8Q6Xhc/etXb72S3fJ05zPPj1Dac3wYkqepFRrFU6fXAAs59Hh+Zibb+3y9KMTlNJkeY7nu1hS4PoO08GM8+eXfPbdx7TWmtx65wa33tln48batbL//xniNcB5HT+1CCYhWZJz571bjC4maKVobjZ58xfu015v0FxrsL7XNRoi9hd3CLwqLEuyc3uTndubtDcveP7ZMZdHfbI0Zz4JqTcrpgX4FTEZzJkO5mze6CCEYDqcM5+GOK7Dwb0dhu0pjz88plr32NzvMhkHRHGO5TqkSUGW54hUUigQQuP5Ns12jcvelDwuUBY4DiTKaI8U5cvItdnpKQRCKBxXEOWaNElRNsZ+oZzbsc2/hfu3Frr0muIK0CyyN7Dk4nxRFid++JTkszJ781d//fpqVZjVZJG1WeUeLCwZNFcgh0UpY1HW0lcNXFkBOjdtwa4lyRJVtoMbsOS5FsQFZ70pCBiPAy7OJty/tUG7UePifEIUJUxnZifbaPg8C2OjC2JZyNKBPKlk1GsO0SSlXvNoNnyGvQlnhz3iIMWvuMymEXGYYtsWrmczGcyJopTBxQRpS6J5wnwcYts2axttsnRAs1Wls9kkLI0O3/zaAZYlOH7WY32zhRRmYdnYbdNo1Wh1azS7NfJc4VUcwpkxyByeTZZlT1VowllCmuRIIbn5YJtRb8p8HKCUxrEtxsM5zXYVWtBZb/DooxPW1hvGXV1o8kyRJIXxl5JGTE5a0nigWZLN3TZhlBOV2VFhC5NFyxVZmOJ4lgESQUpSKHIFlgOeY6OEIZkXgOe7ZEUBqliCGl12SS30XwrKcbbI3qwAh5eF/ZQ2WT6EIkpSjocFdc/Bc2zsJCErcfr8yScAVO+9de38z5GMxco4/0lZm5Wy6/L2CkBf3r8AJNnV+eKLfi7e62Lcl9eVQrPQvhPaiCXK8jvvSJO5LdKcKMhobPjsdBs8C1MiK6BQYvkdtCzJN3/pAX/z//bzeL7Dj//kMcE8QivQStO/mDLuz7h4YYRON290Wd/tUGQK23N475cfUCQ5F4c9vKqDV/GoNnwe/+A5u7e3qDWrjC6nBNOIu+/d/D8duIHXAOd1/JRDSMH27U26223iMCFLct781l2zS/4Liq2ba3Q2W/zR//I90jBFSMFbP3/vC0GT1hqFuupwlZJwHGJ7Bds31rBdi4c/OiYKUlqdGkpIFEZDJcoiKp6DX/WYJxlKCRzPJggTtIZK06PWrZJmCh3EJn1hnChRaCOoJjU2krjIySjIxJXomdaGf6NtbbRtBGj0lTy+AL3YUi4yPtbLMzcraXyB1prxP/3XANR/+VvY651lhqbsm7qej1/UJ/TVLn5BNxCL17Hiviy0SdcXJX9BAoXSFBJcx0IVivVWg+k0RKWK+TwzfAZh/HAODweEkwTXsek0KrieZdL7hWbrRofqpw7zJEcIUf4DIQTNRhXPcVAa1tYbzOcRo96MeqNCWnYUpcp0vrXXakhLMOpNOX0xNF1N0xDLsxj15zRbFVrdGrWm0Q1xPNsAlzRD2xZ33t6l3qzgVR2ENgaGW/sdWt0Gd9++QbNb4/abu/zwjx8RhTHdjQb1RpXpaE6WpMwnEa7nkiY5f/Qvf4ztWMxnEe21OodPLhlcTAlmCUmcEQYJcZhx/LyPV3GZz2KElPh1l539Lh9+3yZJMlShcCzjUB4EKZWah5AwmUeIotQjFoK8UBSxQjg2tiOxlELY0thJtCqEcYpQBZ1unaDImI9T46K9CqYXZcvyM0dep7yseqBdH3/m/lwbS4gwjAjSlFbVw5KmSpMHM6IXTwCo3X/7JwMYwRc/vqLS/bmvgnh1FsYQ3sr3wLWvzbUSlxCUNdoF+NeGkKxNRtcq/xmOGSU3SpEVOT6mjDWdRgSziGFvThKlCGlh2UYCXEtNvVHh3lvbtNfqzCch5y8GxFGCX3GZjOacHw3I45Q0Srn11h6VusfH331Ms1Pn8niIBDrbLRprNTzfRQiW5avb7+6jC824NyFNiy9sCf9Zj9cA53X81KLWqtLZajE4HeJWPLIkZ+vWxrUW7b+IsG0by7a4cXeL7rbxqJpPAp59fMy7v/TGtWOLvGA8mHH+vM+zD49pdOtUaj6bB13CeYrWGr/qIqRgPJiSlQRkhCAKEnShSbMcV0CjUSHTCttxEFLgN1wiNJWqR8OxUbZkHIQIy0IXykAJCVoKCqsUPONqjtVgZtgyUyNK4LNcOEQJeqS++iZb6oqE/NKELzBgLvrRJ6RPDhGuQ+tv/sZim7k8ZhllS+9y17q4rr5+4ILTvHquWpQxFtmekouALvAdGykllpBESXq1sy5dxLUWRGlGEmWMhwFr3RpvPNhme6vNxXGfOEjIMoWUBUmskAiazQrtbp3ToyG1usfGbovsRUazVUVrje3Y2LaFtC229jpE85SPf/iC+TiiUDkSOH0xZNyfUal5ZSlGUuTG9qFWr/Dez91l5+YGh48vqdZdvvFrb/Lox4ccPr7E8WyOnvSZDAJ832H71jqbu23e/NoBzx+d8fBHL0BAvV0jDlNqrQp33rpBq1tnPJihtSSJUnrnE+bT0JC7pSkNPf34hFqzyvp2iwVC6G41yOIcv2KzttXg/HyKUgrbskg1DIcBbpiitMayLdJMLbujhARhWyCNEKCvNYVSRuMGgWPbSCSZKpjOIpPQk3weQIirMszSf4pXgBu4QsRl2DbEeYEWkOQ5l/Mcy7KQomD2yQ9BK7zdfZy19euUmRWgdE0l8uXQL/1cOc0pxWvyFTBzbT+gri5/LbuDAeFSYlzAV/hnq11WMjcJr8XzCwGuAAsbneSlg70giTKSJCfJcja36hyOQrJcI20DihzXMgTskueTZbnxcbME494cgL1721iWZD6e0zseMh0G3Hywy2Qw4/LFgO6u6bbL84L9+zscfXbK+HJCOFmn1qqSZQX1VvVzdgsLAdWf9XgNcF7HTy1sx+bOezepNqvEQUytWWHr1uafi0T8vyeUUmRxxu6dLdZ2O6aD4GLMxYs+e3e3aW80ls959qLH4HxMs1vn8mTI5cmIgzd22Lm9Qb1R4fR5j8tT48bs1yqEwzmWayMT0/psueVEaUne/sYB41FEmKSEcYqse+TTkGmYUK1o1ro1ClsxVRmWLDVtLIHlQiwNZ0VZJcApFxTTnaKvwI7UhrS7EKJZZG2gZDpyVZ4qY3mz3GlO/unvAdD4zV/G6jSunJ1VObGVKMYAEwPmluvTojTx0kcmFhN/jjlf6KWTuGWBLgQU2rSUO4LR2Kj5OsJUA5br0UopTGJIqRKByjWffnjMybM+SpmVNY6MlL22FSpTDPsBaZpjhcIo/W61SKKMLMkY9+cIKdg76JIEMXmhsSxDLM7SgsefnjK8nJImGfVmhWieYrkWB3e2sGyBV3PZubVBs1OjvV7HdiRxkLJ1sEZRKC5PJ7TX67Q6NZ49POfZo3Nu3tums9Hg5PmQweWcMIhROdTaFd766i3WNhsgBI2WT15oWht1dKGIgozZOKDS8NAIvMCjWve4eX8LxzXO6J21OtK2WNtu0+zWGU1iAJKsQCuN59lYlmQ6CXEqDn7NJUwypJT4NY8kLxCOREiJKwRhkuFXHFzXwq1Y9EcB42FMvio1sAJkP2fRwBXuvQLgKwNEXlV/pAWWLZgliRGDtCUCQzovtGb6oz814/MrX78qG60O5oUG1E8ANz9padaFplhIILACbhTXXMBf7p4SoswyJiCKl75XYLI4CpOeWn5hNUWuqDWq1DyX2SggTXKcioPWmorv0F2r06n7PMtylFaIQqKlNGrZtgE50hKsbTWZj0PSJMeyJbsH61RrHvVWBde1iKYh+/e3aa01ePrBEdPRHI1meDamudagu9ni3tdu0T8dcPLkHNd3qbWqvPmte1QbZpMZBTHHD88JJgGVus+N+zvUXuFG/rMSrwHO6/iphl/1rnmg/EXF8HzM8GKCELC23WbnziYf/cdHWLbF4GzEuD9jOpzz2feesnt3i4M3dhBCMO7P8Sous1HI7p0tUz7ZbjMfhdx8YwfLtRiPQn7+N95mNov5s//4kOksRlo5qvSOqbo2SsPl5YxpnBLHKb1RgDP36HaqIIXR7en4ZA1BMQ3RUUySF0bMz4JClODGWtG7Kbuh1JJcXLZsy1Vws0qQgVXuzecmeQHBt39IdnKBqPo0/9qvfp6EsOiEupaSN5yMpYjt4ikX5GNRltIKVsjH5nVapTaIXnmJWZpRSEGWKSyLZfeVLtNWC7NMA8iMmN1sPIdM49oWnmf0cpIoN2quhSKYhbQ7Fe482Mb3bBzHZvf2GsPBnNNxQBSlKKWNEJ8W3Hlrm2bb5zv/7lPms5giLZjNY3zfBiGI45Rq3ePgwSadtQZHTy7QWjG4nDKfhuzsr9Hu1qnUTcHBrbg0WlXm05CzowGdjQbt9TpPPz3he3/4Ka1uje39deIo4exwQBgmNPMawSxkfbuDzAtc36beNBmnP/l3n5ClxncqjjMmo4AbdzbY2usyGszJC0WaZFxcjBn2A2zHMv5UucL1HRqNSpllTLl1exPLs3j0+JIky0ly49FVcWySdEEuFtTrPsqCeZgghCEC50qAXYLxFaDxcuORWGQwhOHy2JY0ROaVbN8iq6cEJFobYrIwn7HODZgPXzwhOT9B2A6N976xJCYDV4T6xXnXsjmvSC4ux/DVvVpduZBcA0Ir2ZprPLPV62jQKUuPKZbX0Nd+X5LutUaUmVrbkty8ucYZkvOTIeFMUWQF2paMLif0nlyilSnh2o6FJQSOY1Gte8RhwtGjC4JpzHgwp7PRpNmqUmtV2NztcPLs0oCoVo2t/TUOPzvlxacnSEuSpXnJA8s5fXqBlBZvffM+zfUGlbpHe73B5sE6QgiKvODFR8cMTodUWlX6pyOSMOXNn7v7WgfndbyO/1oxPB/z6AfP0crMPMOzMTffukGRFTz/+Jj5NOadX3zAWz93lyzKuXjRY227Tb1dpchyDj87ZXAxpVJ1sT1nqbtjuxZbN7pMxyHdrRbtjQZpnDEaxYRRVnaeKLJCk8QJnz0+x6v7xGlGlBdEsxDXsdjaapEJTSY04zhhFMWG2CmNn43lSrRSaLnSFr4AN4sddJmOV1KZFnBnBdAsyMXyalYWy9n7CqnorGD8T/8tAK2//peQ9dJDZsmjuSpVXU34BtyIlcVCYxY8i5XFp9yei5XTbQ0URkBusWgoZaTrUYVZKCTUqi5BlOI7DjrNKBLzdotClW3GilmQIpVGVVykFGS5xnIk9bqHYxkfJ8ez2dpuIS1p5O4zxXgwx7EkrueQpTmFUkSzhO//8SNc16V/MaHZrlDt+KRRhrQFtYbH4DJFa8XOwRp+xWPcnzMdhkwnIZWKR54rehcTdjybSs3FsiwuT0c8/eSMF4/OsWzJ4eMLLNsiDhO29trkRYFlm9dSb1aYz0KiICWYBeSpJleatc0WjmdRq3ucHQ8Nj6vmkMxyHn14YlS004KjF32ePzqn3wvIshzLklSq7lI0MElyhJTYnuTeg03mScF4FhPEKY4r6Y8jlDLZk1bLp9HwcKsOJ72ZKWPZFkV6nbuyBLMrQOcaF0yV41aBtJUphemrjI8GsMGySw5v+Vghrrq0xt/59wA03v8Wsl6/evrluNJX4+2lWFVRVqxwbPTKP7j+nlaA/DJjo1aAz+IQfQXAr28c9BXgV1wJA8I1oCURTMch8zA2YxaLLM3I0pwsysni3HDrML5klmPR3aizvdvm8OE5/YsJ+/e2zGZsHHD33RtGbbpQ7N3eZHO/g1/x+PDbjzh+dI5SGq0Vw/MJKE2aZMyGIYefHfP1v/IuD75263Nu4nGYMOnPaG+1cDyHasNncDIimEavAc7reB1/EaG1Zng+JgkTbNc2HBrnJw/TwdkItGZtpwNA/3REHMT8yn/3LR584w4P/+wp67trSCFxfId8NF/qp4TzmGBmNCNOn/bYu7dVpoQlftXD8RwqNY/BxQTXc3B9l7e+egO7YvHpx+dgCaO+W3UZBAkyzSmELn17YB4nMJrj+za6LhmFEdIpMx2YThVhGSBjSlYlxrDMP73I1gjQtjbMxYXGjdQrZporKZLl7yylVQUw/cPvUvRHWO0G9d/6hatjluhlJe2zKDss7lrsmIUwr0eZkpoQK4/BFadBa1R+HYMts0MLwIPJ+kRFhm0L7t7ZZNYL6PemqFJYzmSENPWqu1wNlVJoNK4jqVVc6g2PcJbi+Q6PPz3D9Wy66w2mozm2LalW60zHMY5rMy8FGpMwReuIoihY22qhMkW6ViOcRWg0a1sNdm6uGVBWKL7xaw8QQvD80Tl7N82OdzYOmQzmbO13mY4CfvynT7g46pPEKRrNpMy0OLbk2WeKzd02o96c9d02a1tNikJTqSZUqxUCHaFTxbOHF1RrLnfe3GU+T/CrDq7n0O4WRFHGpx8dc/x8RBQmxv8sVTieje2YjjLbtUAKgjDBsiXbu11a3TpnD88otAHthQa7FNezLYFtW+zudInzlOR8RJxl5KWuiyozcotObb3IVyyAjrheKpLa/J4VV1h54RjOorRZAppFNmdR0koHPYLPPgag9Qu/dn1cWSzVtz8Xq4hDr3CLFw+tAJyXs5qaz98nLEoJ8fKYxfmK6xygckyLkouz2ql+lTkyj+V5RhrnxFGGo6Fedam6NlEcE1wGJoulNIUuiFVBrd7gW7/yBp31Jo9PD2l2anglmL48HpBlBbff3KHZqeF4DrWGMR6+eNFjfGsdx3cYnA4Z9ybUmlX272+R5zmdjSb33jv4HLgBjNSAgMujQWnWabpTLesVaPJnJF4DnNfxpYrjR2ccfXqCLo3qNg/Wufv+zf/dbeOL6Gy2aG20GF6OqbdqBNOQeqtKpeYzGcyIw5QHX71FGqecveiTxjnSknS3WqSJUfe48+Yu58dDsiTn1oMtMq2YzlNOzyaMhnPiokCkpoQTZjnCFcsJPckLZJhgNyzGaUKSFxQY8TSBmUwTbfal2jb/lNCmJby0WzBdUyWYcbjiISznHb3cKosF4FmZkwQaFSdM/tc/AKD13/46lu8ud6QrB5Z9vGYhu5YAWmiCcHWOLnkVemHboBdgRpcO4qXg2WKxKRc4oTF+VpgJVGqNFCaLlSWpMeFcZpQ0wraxHAffsxFowjBjs1uj6ljoQqO0pt70CWcpoNnYatJs+1yejE150DYZqPEoII3ME7sVh067Ru9yQjiLKQqYjkMjfAds73T4K//dN7l1fwvbtqi3KlyejHAdG60hmEXGR6risntzDduSPPvkFMsSpA8vcFyLy7MxtmNRqXtIy7iLNzs1vv4rD0jjHMsxq329XWEyDnj76zfxqy6TcUiaZNQavjHNnMREQcxwOGM8jimUxqvYOJakEMZWotUxRFG/7tFo+2zvrbG502L3xhpxnLIbpvRHIZNBRBwb8rG0bWwpuBwFnP/ZY8KsQFuCvCjIVVlCslnyrYQw2ZdcLZUErsZNqfGiyt+vlI2vNSZRcy2yMgeoAG1dDcHxd/8DoKnefxt3Y5NrXJtVFLLamfW5OuxKvAoPrWZyxPVjhABPlu7gi6xUcXUoZRbHlIrLlyIFltZXNg0r11oMeglUPB+lNI2aRziJCILESAYkuenMK0y5WxdgOxZvvX+TX/8b71Nr+DieQxQkzEYBJ0+NurMuFGfP+9RbNWqlm7cQgs39daIwZfvWJj/4g4+Yj0LWdtvs3t4imsfsv7mHV3l1NsaveQgpefqjF2aDlhVs39pCvAY4r+N1/OdHEqVcvuhRbVSpNivkWU7/ZMDmwTrtjeYXntfd7jA8nzA4G6G1mSC6pdut49rceecGLz47JQ4SWt06+w92UIXi6ccnHH52TrXp09lscecr++RJRmu9Sf9iSu/M6KPcuL3BG+/tmzp1oXj06JwgiNEI4kKj0Dh5gRSQFgqdSSxL4DgCZUEqFZdxSB5rMqVKTo6Z4gsEubpaEBQliLHMJKkWXVIW5tu6ADcWXEkIU+6OyxnWAgNRFiGY/t63UdMAe7NL/de+AQvW5KIFSgsDoApxdc1yh2rSTGZrriVXAmhlMqdYrmwra8di8TFivMiyhCEEiML48wgBvuegigLXthgPg7LbSZAmeikYWOQ5UaAR2qXRrHJvr8Nf+a13ODsccfiiT54VFLnZHb/39dvcfWMbIQWTYYTnOUzGIWEUkyYZUZyatm7fJdeKVrcGUpDGCc1uzbRrTxOOigGDyykP3r1Brezyq7er+DWPT37wgtk0JItzbtzbJJjGbO132Lm9Tu9yildxEdIYZ9Ybxorg5r0t/LrDL//Vd+mdjXn62TlFnuNXPFOSVBrHc7Acm0rNo1JzufvOLt/7Dw+xbEma5ggpUGiUKohD85eWtqTW8ml1zWt7570DmusNbt/dRErBaBQwGM6JkpQ0z5mHCXmWg5BYIiOcZkjbQtqCtFBYWuBVbLIwL4GquAYibEuCpYz2TdmNtMA6xUpGZ5FFWXJmyt+10riWRFuGKB8vHlI5sx//GQDtX/zV6+rcS22nlS/9TwI3LwGXzx34culqpbSUFSXHRoAtjGP4kpNWgu4lthMlpz9fAB+BKJGPBCwpsaWAki+11a1Tc2wC20YKk/ntHQ7QSGxHYluCNC1oNn3e++ZNOmt1LEuyd3uDZ5+e8vSjC/K8YPfmOts31xleTAimId3NJtE85skHRwwvJ4wuJ8zHIXma0dlscuedfTZvrpPMYzb2Ol/wRzNjUNoWd96/ies5WI5FGmaEk5DGz6hGzmuA8zq+NKEKRZErvKqZ0SzbMpmA4mVK4/VY22kjxK1rJON2CXAAvKpLo1NjNgqZjkcUShPMY+IgxnYtnn58TPGDF+ze3eTrf/lNpqOQRquKV3GJgoTzoyHdzSbVcqHLM0WWazZ3O1yO5yQludPzbXI0uQXaFighULamEGbHJ6XExijIKmW0bLJyB6tsKKRG2yzT8UqUaRGbK1ENlmkS8+aWJaxFCgUDdlZwSjENmPzzPwKg/d//FYQrr7bUy51mWVuwKVtdyt/zlT/0YmYvgYsU5ctbPCevADiLRU6bcoirjQWEZYMtpNHLURqr9OOqug7Vio/nKtN1lClcS2JJmzQpCKYh+wcdpuOYotC88c4uWVJwcjTA9zPuvbmN57s8f3QBGlzfIc9yskwZGwxtMh5ezWUyDHA9m9tv7BLMQhCC+ThknISMT8f8z//vP2YwmHH3wTaq0DS7Nap1H41mY7tDe60GAo6e9Xj7azf52i/ep38+4fR5j3EvKP8omhu3N+hsNti7vcFXf/E+f/DPf4jr2Vi+Q7NbYzKa41c8nn52RjCPGZxPuHF3k92ba7z11QOGwznhkx6qJLoUmboCs0piCcH+7Q229jp87Vt3iOKc0XDGbJ7y2aenXPanvDgdMhqHZdbMIleKtIBUaaRS6FyQazN2i7jMKApxHUgIY1NxsNnh2eWQcFGrYsWOwboaJmUy71oZM9EKG01haXzHJsrMAAsfP0QlMVajiX/7HgvgdE2V+1XxUlbxz3179fTVcpT5k1ITEpUZAcTlU+d6pfyEKVnlevm102CEFxffdw1VzwYFRaYIZzGutKj4DhXfpdutI7KC4/ASoUwWyBISjcCyLDzf2CV0N43pZZ7mzMYhe7c3DNgtNFGY8PyTE773bz/k8mREreEzOh/jVV3e/9W3GPemzCYBjWmNgzd36W63je6X0q8sPS0yT3mak+eFAcM/w/Ea4LyOL024FZfWeoPL4wG1ZpX5KEBIQRIlpEn2Sn+U/smQixd9CqVY3+2wdXPjc1/c4ycXPP3giJMnxsG8uVYniTOa3TrBLDLaIcrwMuK4IM8VTvlcru8QBTHj0ZzD58ZpejKNSNKcOEtJyvSEEoJEqbKtVmK7EixBmhVIFLblgC2wkeTSHJeV3VJ5qVK87IxaxNKGYRXcwBV3ZvFPmYlXXi0mqxIWk3/+v6GjBOdgm+ovfGVlUSiXogW4WS05LHt6MSmYlQsKGzwNRQZ5bihBamWSX1SXTEOXkeL3XcFGvYatJZYS1CsOJ2djgpmR5/fsgnq1QhjnFHlBUShUrpEIPN+h4rpEcYrr2VRcl9OTAUmUk+Y5SZRSq/vUGz6D3ozJIKBQirtvbvH8SY/Hn5wRR2n5t5JI18JyJY7nUm16pFnG6dGQ0WBm+FdSUmt4JGHKH/3+hzz95Iy9m+vUGh7NTs1kAe9sAhhH8SSjyAv2bm/wO//PX+XBuzf4o3/5IYfPTDlB2pJWt8Y3f+WBOT5OWdtuEc8TkIJWt06WKw6fXBAGKX7VJZjHnB2PUBo836HQmiTOjYaSMH8fy5bU6i5pVnB5OWP35hpBmLJ3o8vJScFnn50znccEUUqaFkYI0HUQaHKtSJQuFzth4IRYkMD1suS0VCaWJl2X5oooTs0411cJQCTL1URKlu7g1zg6AlIFmTZKv+nCulzD7IPvA1B/+32EJc0IX2QsV8phy2vJ5SX/j8dquWpxlzYZysxSqJWWcb0AOnpZkYOyVOXaFgqz6REaY9eQmO9kLhU397v4tg2FYrvb4PxoZAxobcnaRoOTRxcUWUGl7mFbknrVK/kwV++u1vB542s3efrRCf2zMUop5uOA40dn9M9GnD/rsXdvk7XtFpO+Kb1v7a+xc2uT06cXbN/Z4P5XbxHNYp786AVpnNFcM9nsBYHYsiTSEjz74NBkb6KMtd02jv+z60v1GuC8ji9NWJbk5jv7WI7N4HTIdDTHr3o8/fELhudj7r5/C7/qLY8fXRjHcCkNKfjZh0cIIdi5vbk8JktzTp9c8Ml3H3P06BzPNyS9aqvC4x8f4lZd1ve6RFHCZBRw+NkJt79ywKg3pdrwCaYRCvj2H37GxcmY8TRiMg7pDWeMwwRTpzGzbVFQlpIEmQBKo0IlBVJCkmXEmSZzQDuAJa45hKtFWl7qa/ybZYfUIlOzCKHA0lfgpgQ/17I385Dp7xldkc7/8FeMmWIJlIRaaXAVlKWolX8rWR6N4RuwaOdewUOqlLVfkKOFMmLNC+6GBESuGY9CbG3RrLv4fo21dg0KqHou22sNsiRhME9QZUpfSFB5wXwWE+gYy5IUacZnn55y5846WVrQO5+AgHa7ysZ2i2rdo8hykBbD/pzzoyFRmOB6DqpQKK1J4oxut0lty2d7t4Pr2SSp6U7SCCxpHMVdB9I0YP/WBtt7HaaTgNk4wHVsXjy5xHVtsiRj79aGaVcHmp0a2wfrvPdL9/jFv/4V0iBlPAzYv7PB2naLz350BELw8Q9ecHkyQiOoVF029trs394geT6kUIre+YRCKV48uUQIQZJk2K6Fj4MlBVmh8OoeftWn263T6tao1CpMxwFb2y32b27wB//+UzNepzFJkpEXGkdqkiwjypSx+ig1jvTi85Mr961kb6QFjisolOZkOiMV4jroKAnkiy6qxbmv4s8Ip3RDKLln+XzK7OMfAVD/6tcNeVleP0cvBxLXYrVctEomvnbAyycshvWrji+PSbOrpKg5Vl8lTRfXKcuvRaGW11pgwaprI0r8Np9GbN/eYn2twbtv7fHR95/TO5swnwSEk5BawydPc4SGWt2ju1bj8OEZP/7OE26/sb0sD7XXGjx4/4De6Ziz55ecPesTBzEq12RJTjiLmQwCKmX3U6E0fs2h0a2ze2uTNE55+sEhWZrhVV3Onl2ilObe+zcRoiTvKzh4a29ZRi8yTRZn/KzGa4DzOr5U4Vc97n31FtIS5GnO2l4XtMnU9Lp99t/YWx47GwcUWUH3Rhcw9f3h+fgawBECnnxwxLOPjktfqoj5KOSNb95BA8PzqZEqb9fI84LL4zEP3r9FkOSMB33aa3XSLKd3OTNaJ2j6lzO0UoTz2JQNhEA6JfHSNqJcjmeTFYY3UQgIooxUmoyN8ZQquQrlz6Vx5kpKXsuyNWNx/7IMpU3JSi7Ajb4GOMRKBmf2b7+HTjPcm9tUv/bA/J00sABOSyOhMpbVQFGKCoqVDbTJ9GgB2aJltiirZ4vFUbPMcwvLEDCtQoO2TBkqLZjOElQ+wRGCatVld72Fawnmk8LoBXWrjAcBUhh13zQ2SsO2pak1KiRxSu9yZnbISY7j2gwGcypVl4efnHF5OiJLc6o1j8PnA4IwIU0LM2EXRnhNo9jcXqO70eTydARo1jcbTMYReVYQBjF2s4plS8IoJcsKkigjzxVJkhJMTZfS5m6b9Z02f/RvPjJE9Cwniwtm45B2t0aaFEwmAadHQ7QQzCem1fz8ZFR2qQjCKKV/NmH/zhZYMBqEVKoOTz495+x4SHejSbVmuDpSmk7A6SxBKciSjChOyDNFmmYo7ZJmOSdnYw6PRgxHc2bzmCjKyXPFLEzJdJluk6DlqoqLuCpxwjUNGtsCrSWOLYh1fjVGF5/74qPnOsVlFagsxrtS1689+e5/hKLA27+Jd+NgCbCXFbCfVJ5afbIvAjPlY5/vcnrp2pqr1FOZnVoK+q2IAGpK8nyZ/MyLBbIxx1SEwHcsU5pGE4cZvcsJ3XqFzz48IZ6neK7Di0dnjPpzqlUX17JI4pQsyY0MQpzxwz9+yGwU8NbXb9HdNBzE+SRkeD7mo+885vjROX7VQwqYT0OyJzl5mpuuqpbPxYseru+wud9lcD7mkz/t0zsa8ObP3TXnWZJpf0aW5rieg9YQhzFJlGI7Fn6ripTqKkv3MxivAc7r+FJGEqU4vrtUHHY8mzhMrx1jWdLsOrQmDhLGvSnSkddkxm3HZjqYoxS4nst0OKMoCuIw4d2fv8fDDw5JSi+WPCvYPljj2afntDcb1JoVlNaMBnOyJCMMUyxb4vk2fuEiRxaOMN4zC68ev+KQOYK0KCgEFEKgLE0qQbklwLHMCiLK9hK9yOJYJdCRGHdwAbgswcwS4FhccTCEyZQswc3qzrfImfxrk71p/V9+qWxNN2KBeuXcRafIEqAsZ//rpT6JWHVVWIYWLyWWJFiOwAG2GnWyMKdIChwhmBc5aVnf92wbTwiCWcz5NEQrTcUx6M92bWq+S63U/bAdGwuBZdmoPDU6LxrqDQ/LllyeTbg8G+N6NnmckWamzZVCYVk2WVYYnzDbwvVduhtNbMcmChN6FxPyTFOr+zS0ZDYNyHNFmOQ4SvLi8SWuXZpQFoosVViWIE5STo9GPH14ThpnXJ5NGA/muL7FWrdBluVMxxG1RoVCFTz57Ixmt0YaGtHBja02aZaRxhmFUkaBO80Z9aYchylFXpBrhRgFeBWbNFEEYUKl5uH4NnFSEMUZSVZQaNjcbrK330VKyYujAb5vld5hAtc1xN6F/gxCXLdoWgEStn0lhmdboC2BtC2wwKvYBHFhdGsWJcyVEbOKj7Ex2ZjyQb0oua6MlSKOmHznfzNjdIVcfK1c+tLruwZKyut9YanqixbnZS31OuCRizfxkg3D4nipKdM2phR3TUgcgWNJHCFIowzfdlF5gbRgPAw4dwfoWDPoTUijDEtAkSvqzQpJEDMb56azKstY2zLjM01zTp/36Gw0GFxM+P4ffkyRGz6P7drMxgFREBNMA+IgxrIEG3sdqo0G4SzCdm0uXgyoNg3ZfTKac/TwjNvv3CBPc0Mwl+avF4cJ08Gcs6eXVBo+Rw/P2b2zSb39Wsn4dbyOv9BodOoMTobEQYLGpGDdimu4B2VJqL3Zot4Z8uiHz+idjJdGmadPL9i7u728Vnu7Se2wQne7he1a6PMJa1st3vzmHSbjiMlwRr1VobPRolL3uDgdc//9fRzXZjoOGfXmXJ5PSHKFVgXzWUKCol73CNIMoY3EvF9zsGs+4zQlF4qsdJ0sLAGWLkmbpsxjiMRcE/GDhbdUeb+9clu8dJsyUWJfbVOXJaES8Ey//SHFaIbVaVD/pXeu3MHRyyyLaW+iJFouZnlRkouvHpeY9yA0UIgrh3FpwN1q9UADDd+l4li4lkU0TaFQRJkiz017cNN3cKSErCBNM4QyoDYXBRSKvCho+C7r202qFZc4MAJ1aVLQaFZxLEGRGw7J04eXhPMYaUssKcizgmarQpbkKK3xag6W8FGqQFrGRfv8bMJsnnDr7iaOZ1PoguEoMMROKbA9m1qjgkQznUR89tEx73zzgIpf5eJ0zMmzkTFVnUa8eFJQb/p4FQctFME0x7EsY4qpobNep96sc/JigBbG8HA6CUnijI3tFsE8odbwWd9sEswSXjztISR4vk0yjwmmMdKu4lUdcqWwPZskSMhVgeVIFNp0S43mdNcbIODoaFCWmjTSEmSFQNsSrQqWyGYliyEF2I5AWyAsiS0UQgjajSrrmw2G05B+GJJphedYZElxrfy0qHAuV/tyfF83heUaEtHA+Nv/ARVFOBub1N59vwT314/7HOhZ3H45ayP4YkCzeomVzM4iUyVK08xF1ua6IdxVgnL1Z0VYIM0YdGwL15I0Ki4qLYiiHK0KPMdG55ogTAjqCUWcU2Q5SZrje7bpdOvP0XlBvenRbFTRSvD8s3Pe/OpNag2fIi+Iw5THPzri/HBAc61BGmVoNOfPe6RJZvhYrSpb++t4VQdLWCRRhu+7xoPvl9+g2vSJo5iTRxe4rkO9W+P2OztYtsXlYZ9PvvuE82c91nbaeDWP9qam3q7hvubgfD6GwyF/7+/9Pf7ZP/tnSCn5W3/rb/GP/tE/ol6vf+E5/+Sf/BN+93d/l+9///vMZjNGoxHtdvs/+7qv42cvtm9tkMYpg9MRaZyRZzkXz3tMLifs3d9hbadDrVnh5pt79I4G7N7eYOPGGtISHH56SpEX+FWfSt3n3Z+/z/mzHmmc0WjXcH2P7nabsxd99u9vsqc2sB2HRrvKbBpRbxu5/AUXxJKCd94/4OhFn97llKJ0DK53KqRzCVmOVuDUXNY26ozP+yRKl5ogermLFopS58a8R2VhRMUsk8VRqyCm5OVc5ce5Ig0s28QXQEeX/65KU1poxv/82wC0/tq3ELb96sm/PE8viQzlD0tDblYMacnl05tNbZkhk9fWiuVCKTXkRQG2TZorcl2YrozCrCiOFGWGTdDp1Fir1Tk9HpLnio31GrYtGQ0CFLC50eT27U3CeUzvYkqRFuzfXidLck4PBzz57JwwzJASpDagR6lFGUqQJTlOzaFSc0liU2LqdutoDZcXE/rDGe1OjZ2DNeIwJcsL/NylUIJG0+jQyDgnSnPms4wozDk9GhFFKRuNCqqmuDgZMpkEOI5NlhhVYaRAl6ktKQWeawMav+JQqbhEYUo0TxgP5jQ7NQ7ubaKAzmaDSt3HU5okSrFcmyTOccKMZruG73v0h3MUGiHMB1CpeEZ1dhzwP/5/vwMCer05ovxA8rwgKXKjP1Nafr/cl1ip2bSaNYQtmScJWgpqVQfpWYzCmCgv35eQODborLh+AcH1jqcFoFnN8CzayMv7ijBg8h//PQCd3/irhlz8Ms/mizI3q6FfcfsVjZfX7EdYtHIbXR8kBtTrq3Ovnk4v/7fKrI8GVFEgEdgCLIyNSKPuMxtF1Ko+8SwmzlJk+aUMZgmtZoXJIDAVYtuis9EgCWKkbbO7v47nWQSTkNnYcHOyJGNzp00wDbk8GSzHWHe7xY/+6Iw4SanXfar1ChpN73SI57ts3ugwHRgeoVKaLEmx7RrbB5uA5Pa7B6zttGlvNBldTHj6wSEqNyXiNMlY2+vS7NYp8pc+55+x+C8GcP723/7bnJ2d8fu///tkWcbf+Tt/h7/7d/8uv/u7v/uF54RhyG//9m/z27/92/yDf/AP/sKu+zp+9sJ2bG5/5YDt25s8+v4zZsM5fs0jDhKefXCEX/Wotao4nk1jrU57vYFlW2RZzqd/8AmPfvicarPC+k6HN751l7/8t36eF5+cIISgu9smmMRcno7wKy7tjSY7N427bnOe8PCDI77/x49oNKuEUUoQpmzc6HDL2UJJiHSB1JreLEJaAltbaKmJsoKL4ZxEGmXiEn5cZcPFCpEYwIHCNT/1AtyUafwybXKV3Vn8k1cgxnAlroObhZhe8KNnJM/OEa5N67e+gRC6XHAX53Gl0Lq8fpnZWSwElkYoiWWDIwRFqpdp/WWJq3y+RcreAqzclA871Srdms9JBv14ZqwdLLDLFJOwBO1mnWbN5VwaEFgojW/bbO+0cSyLm7c3aLfrtDtVanWf/tkYIeHbf/SQXn9GGGWgwXEs/IrLfJYYB/AoR5Z6QK21Ou1Wld7ljGKWMJ8nzIOYLDWGqeNhiONY1Oq+IWHbAk9aSEssQYLnW0xGAUgI5zFxknFyNEBIiGOzCEhhHLkLVRCGxrwymMf0LmeMxxFJkjEdhVBaRwgp8WoetU6N4SRk2J/jVWwqdY8oSImSnDQtKJTG9iVRnJqMoFLGZyjLEZYkLwriPOe8N+PF2Yg4K0CDbUvqdZ9mq0IRGL4Oi8+9/IhtT2A5xtwxyjL21jv8yv27HPZGnAxmxJkpgc3TBCUoLQW4Wv1fAi2L+5dq3HDteL2SQhn/8R+ikhh3a4fqe+9fs4BYxurYX8RPKjt9weMvO4MvsjVq9ZwVRcIl3n/JtkHlRvfGKo1jlTLZ21wrpIY4cKi7NgpBFkqzKVCadqtCFKZGrFIKmm2fetVkZ3SakicFWZTS7rSxBDTXarS6NTa2W+zd2eThD58bxXYhGRz1KTKFFIK1zTb1VgXHsemdDEjijAdfPWA+iUApHv7gBVv7XeaTiKIwb/bB125x8629Zfk/nIWoQrF1c4MkSrk47HP66Bz5xg4Hb+39zNo0wH8hgPPJJ5/wr/7Vv+K73/0u3/zmNwH4x//4H/M3/sbf4B/+w3/I7u7uK8/7+3//7wPwh3/4h3+h130dP5uxaNlN44zWhtGC8GsevaMBwTSk1qriVly8isvockprvcHD7z/n/PklB2/uEgcpj39sWh5/4a9/lfvv3zRy5kdD/uT3P6TermFZkv7ZmFrLZ+vmOh/94AVpkiOEoNebkOeK1nqN0+Mhn316Rq41XsU1LeVJhldxkBXLpJHTDJEqCktcn9Qps90rfARK1WLsUlBmhUigpboy0lwQQktOjihLWAtgs4RRK2BDa83w/2N2xq3f/DpWowrosuX3mlc46BL4rEz+5jnFkoxsCWFk5EtgIxadMivn6BXgJqXAs200mjgtiNIMEAipsYVRMFRasbfZ5cHtdZ4/G1Boo88SRSlSSPIsZ32tgW1bVGsOSZgyHgRcXIy4OB1z/GJgnMNdgyS1Ml5O0hLYto105bLDPS8Utudy961tPvz+IbNphBYax7HIMtNdpAqNlAlKKSqeS6tTJwoTgnmC1op6q8k8SIjDFOnaqCihyAtU6SchLLBti0KpJc+6vVFj9+Y6RZFzcTpG2BZpWiAo0ECzU6XeqtG7mBhpAdtid3+NSt2j35tRlKrSlmvh+h7StgjChKLQ2K5tFtZckeQK35akeUEQZeSFQmmFiiFMcm7fWsOqWiTnY7JcmzZuBTigHCM4Jy0ja3D3YIP93S6fnPU4G09BCAoUaaEMQBcv8bdKECPLzGMhuVIxXs3iLMZHmXXMgumSe9P+rb/2arXclfLW9YmBz4OYV4GalceWgEWz5NYsvl4LH6nVY0VZtl1SsIvyX6qNEGBRqieUX4Ii18RxzjCdU5GGL5alObZlmVZy12Kt06XqWtSrHlXPxXEEk8spouISFymj/hR0QbVW4b1v3uHrv/IAy7ZIopT5OKS90TSmmjWXs6Mht9+9gVaKNMqZ9GcUuaK5VqfWrDK5uDDZUs+hvd5gbbvF1s0NHM+hu91eghsw37uF7MD+gx3yNMevezz4+h3T5PEzHP9FAM63v/1t2u32EoQA/OZv/iZSSr7zne/wO7/zOz/V6yZJQpIky9+n0+n/oed/HT/9sGwL27ZIwhSv4jLuTTl5fI7SMOlPEUISTEJ6xwPmo4D5JKDerpClOfE8ZjKY80hKvv7rX6HZNWXMJx8ek8UZ1Z0WWsN0HPDZDw7pXczpX07ZvtEljTPcik0Y5+zcWOPHf/aCyTQEIfFK+f8i10RJhlN3TUuzBaIwwn5YYqnoqpYGmmIphFY4mHZwbQDJMgluYTIni24pwbUWcbG4ryQgrGZuFjN6/OFzok8OEY5F93d+ZenWvVBZ1YsUzuIyi1ndEleGmysLRlJoZFGabqqVBW6xiC0uV6q+2mWL6SRKGI4DilxhS01eCJQucF2Xt+7t8pe/cY/pNKLdDrl9+w2eP77k8GjAbBYazg/w4w+PGf3BjFa7SrPpE0wTTo4GBLOIPFe4rrMUiMzTnErVpdmukCQZUZAibcl0EhFHl7z71X229tq8eNIjzzSWC7k2nVXG1VwipaDarPDWV28wupzx2SfnqAxypYmTjDjJUapASYHSwhC8bYEjJfVWFSdJKTJNa72BZdu0N+rsHazx3f8/e38WLEuS3ndiP/dYc8+zr3e/VbeWrl7RK8DGAN0YgkNS4iJiMBQpYUYcM5oJ8zIjmQ0fJGEepDGajGZjfBFGokQZNCSHErfhAkLEDjTQjd6rumu/+z37OXlyz4zN3fXgEZFxTt1qgBxA7GpeN7v3ZGZEekR4eMb39//3ff/vd97NA+JBZ5rZNMYPfbI0Jc009aaLdBwOnpzjOg5XbqwhBOzt9ZDCwQDdlSbzOMWtO2gjQUpMmhHWXZQUTKfWxWaAKLNoNNEpD/fP8WsOmcmBqCNwEAgfAt+j3arRatc4GUz45rtP+PaDfZ70hkSZwpEVYkPYdHGlc0DjUEopudZPw8yYhVaNoWQlC9dmMa3Of+mfYZKEYPcq9Q9VtJmqTND7uaTer13eP0eawpQvF+UUCvamADSVmJvy5yUWYAi1IDgrsdX2sHpBvqaZssVPM4WOFXEGYegyPp/z4p0dXrqzRRwlTEYR73z7MfEspdVuIBFMRhHSsXMmmqdWjA/QWiMdh6t3tpgMZiRRilezqt4nBz323j4iSzNuvnKF1a1ljh6eYISh0azRaNdodOoYI1jdWSaaxhzl+kzdtTaNTp2lzS4rmx1O984RArZubnDrw1cviKV+UNsfCcA5OjpifX39wmeu67K8vMzR0dH/3/v9r//r/5r/6r/6r/6Nj/us/dtrnu+y89wWD7/7mP13Dzm4d0y9VaPeCvnO77yDSjJufewaW9c3SKKE7Zsb9I+GDE5GdFZaCDFFZRn90yGNtq3Z4nou4+GMyXf2yJKUJ/dPCeoBwYMe9WbA+naXeitk79EZfs0nmqesbnVYORtxdj5GGGi3aqwsxxxPpqSJFfxLBVbKXRtwxSLIsohNcKxisYayYGYZp+OYRXHNXNFYFDR/WfiGHFgstG6gcFkVDjE4K9ibL3wcb7l1QafP5OxMqaVfvM7p+LKT/LyQOXuTMz/lSjh3eVnGiDwOAWqey2qjTicMcHEYDWdMZjNSBBIL6NJUMRjMODmf0Ax9hOMgpeT6jXWWV5q89uoTXGlrK0+nMWe9CY5rK4SPp3PAqh97vpurFGfWNhmDThWzozGuJxBGUG8EuJ5EG8NoPOfTP/w8Smv2nvSZz1NUZi9aGUOSZnbFnCr2DwcM+jMirUiV5uhogM6ULdehNSrW4Ao8KTBCkGrNbB7jCMnGbpdmK2TYn7L/uMd0GuO6EoSD4zicn42YTGKkKxHSFjN0XYdBf8Z0HNFsh+xeX+PK9RU0gsk0olEPuXJjhdFkDnmRTTd0CfGJVZaXXzBEmSrdLq5n+9a5mF8YukwSm/csJQgpcEOJV3MRjiBVGYfnMXOj0ZhS6zHL9ZGkswAKRQ0pLUC6kEpDqisuWOfi32q07vzxPSavfhOEYOXP/DkbF1QFNE97/TS31KJL2y7H3VTBSt6kyYOhc9amZG9ycFMCIGkXK4XwnzAg1aJIbHHgwgUlK4W3lDJIBVKLhUinNsSzhDB0abdChNacHw0YDadI7DY/cGi2QzZ3l0jilNkkorPcxA99OssNTg/6dFfazKcR6zvLbFxd5dHbNu386gtb3HzlKgcPTnnra+/iOA7rOytsXF1j2BuztN5mdDbm4Rt7RLPEFrDt1HnuY9dpdhvc/tgNBqdW/qLRqdP8gJZmuNz+tQDOf/lf/pf89b/+17/nPm+++eb/qBP6o2h/7a/9Nf7z//w/L9+PRiOuXLnyb/GMnrV/nbZ+ZYWwEXB4/4QkSrn60i6OlEghiDOFH/i0Ok1O9s5Z2Wnz+O0DTp+c0z8dsrzR4cqdHbJ4ITke1DxqjdDWvjoaEs0Tbr68g3QcTg+HPH77iJWtLmHNp7Pe4u039zHKsLLSYDCNmM5iwrrPteur9N6NiNAopyjjZMAUyrBioTeSP4atgbCy7CZnaQoQtDAG8J7Ym6LvgjnJn9pS5syMDRVh9sYj5q8/QrgOq3/uhymObEp/Afm7i240ivOtxiTkNH1J0RSFBhHlgx9pT7Umoe2HuMaxBsuRxGmK50oc38FTVuhQOpLQd5lMY966e8QXPvcCvudw9+EJ8cSmf2dJRpRpphMbIxVHKceHA85OLTBwHYnAAiwNeKFHmloWxuQlMKJ5huMIWk5IoxUSxRlxoqg1Q7Z3Vjg+HtkAYt9BKRuzkqQKqTViZnjjuxFpqvF9F9dzmaUxmYZGzYU0I0NDZsBxkC5IYbh9Z5ultTpBGBBFiWVcpjGTUUStGSKMYdifMZ+neL6L63sMBlMMhrAZILWm3a2xut7GdR2OD4d4vgeTCFy4//AM7UiEFDabynGREtLE0Gr4dJcbTB6fodN8PjgCL3RwHEmrU0PHMb5MyDKF0pBkhmwWM8l/G1IKMmzKOdLeejdn/wDS3G1pcjDrupAaO++VXoD5CyJ/xUwVi7/9X/0lAFqf/DTBlSvvz9T8QVichZf2ApARlz+rumCh1Lu58NMyFaWEfKMoAM4l8GRxi0HnwB3y4PpUY3JdHGNsJlzN91hZbXJ6POLhvRNmwzkP3jqg35uSpRmD/tRmPAW2DtnSapt6MyilLhxHcvXONtKVTIdzao2AtZ0lwrrH9rU1hicjuutt0Ib+/jm1ZkizU2dwNsb1HOrtOqs7y/RPhqRJxsbVFQBOnpzTOxrkmVI+61dWfp/B/uC1fy2A81/8F/8FP/MzP/M997l58yabm5ucnJxc+DzLMs7Pz9nc3Hyfb/7+7d+03yAICILgfbc/a9//rb3cRKWK3uF5ThVbo2uUzVLRuY7IylaXlz71HL83eBXP92guNZGOrdty/KSH61ltkDsfv4ZSGmU07Y6V35euw6A/xXElq5sdVrY6zOOMySSmdzah0Q4QnsNJb8ru7hKjNGVluc3xdEqSpVZfxiyYFONSiqlpN3dV5c34+Wq3KNEAi6dyEWjsVJ7ewuR6N4vPqq6pgqEZ/MuvAdD5sY/grbXzIoCLfRbeg5yDpyLJL7lUJtqCMBtEnH9WxDGYymsJRjgoDVpl1AKPeZwymUYEmcB1HCJSkOB7Dn7g0WmGaAwn5yNWlpsordmf9ZhMYoQjiXPNIT2NSZLMFqN0JFppoiSjHnpoLAABSNLIAh5tCEOPKD+9WZTSXWvgZg5ppnnjO0/YubLMwyc9hDthNktJE2EzvKS9/HmscVzrbkhSRS10cyNoiIosKdeOh+tLPM8jCAO2bq2xvtnh6FGPwPdZ3+6QZYoH757getb9JcYRju+yvdWh1a3j7EmGwzkG8EKXpeUmt17cptkOqIU+xsD9B8fsH44Yng5JtGI2T0myDCMFgePSbIYIR1JvBqyuNDnpTdACMgw61UhluNIOSCa28nqcCBKt7ByQkkQpW3NJgvErIFeIvD6SLSciZa4ekIMf37O1vcoZWQE3UAUKppzj84f3iB7eB8eh+8V//yKAuczavB+4eRqo0Ze2XUTv5T5ODtguaOdU+7t0nMJ9JY0ppRRKLzECR0DgOThGlIyPVMZmWCmDzgR+yyMIPTwpODscMS80n5o+0VzQ6tRx3ZjllSbPvbxDWPNYy7NEixbWfW6/cpXe4YDH7xzYoOODAWEjIIlSG3wvDI/ePiCNM6sZZgzj4Ywf+olXuPrCNu9+8yGu5xBHKePehPOjPrVmyNU72xfKQvwgtX8tgLO2tsba2trvu99nP/tZBoMB3/jGN/jEJz4BwK/92q+htebTn/70v9mZ/hH2+6x9MFprucHK1hKne+dIKWi0a9SaIf2TERjD8nqHZqeOG7js3NxAK8V8GtM7HoKzTxB6uJ6DNnZVtHllmcHZhO9+9S6zWWLVPRFsXV/hzkevYITg4f1TltbaxKni+GSI4zlcvb7KNEmJUoXwHHQu9mewYEAWK1qdB13mQIccRGivAijy5WNRCwhZSQmvsDaX+XiRu6rK19iimuOvvgXA0p+wcWrlcz5flQu1ADe2mLhlbmxXuVZP8fQ34umBnlWXgbCnrLQizYtnTpOYthfiOw6dWkg0SxmMZihtiJIM15H0hjOkIzk6sno082nEeBozjxMcKWh3QtLU+g88ZXAEJJlCug6Z0igpaNRDms0aZydDpBQkmUZow3SaAgY/tBkrSkO9GVBv+OwdDki0LVY5m6ZolQsCSkuBaa0XAA57D6Mkw5UCI61LznUFSSZwpMSr+bgSMqP41jcfIBFIKeh26kyjmMkkIYkTnDzVvtVpMBpZteQ0VYT1AGMEYcNnHqesBi6zOMWLPT7xqSu4nsvZaMZwnjKNYkKsi88Iq1uT5QHASRQziRKbaeXY8yyKYzabPkHoUVeKNFNIzyGazKxnUhgbciWFzXzKWNAYwgr9ZcKC8dADT0BsrGvKcR0cIRmk2XuwRDnvClokn+Xn/+pf2N/yJz+N2+ksvlBND3+arTVPef0H+Zv/EwAakjxYWFa3V75zAd4XAP6SHo7Qxrr3pB0M33Oti9YBEoVw7JwzwpClCkcaHCl44eUd9DxFJxnScWh1G9SbmlYn5MrNNV762HVe/OhVwrrPykbnPTX1kjjlyd0j0ryu2Gwc4Xgu11/Y4eGbT3jwxgHRJGJlZxmVKeJpTKtTZ/f2JlJKljc7nOyd8ejNA8aDMcIIgnrA0cPTC+rvP0jtjyQG58UXX+Qnf/In+U//0/+Un//5nydNU372Z3+Wn/7pny4znfb39/nCF77AL/zCL/CpT30KsDE2R0dH3L17F4DvfOc7tFotrl69yvLy8h+o32ftB7e5nsvND1+ju9Ymy6xx8AKP2XiOFILOWpskTknmCS986hY60/SOB3ztV15nNolZ3e6yfmUFFaWErZDB2YTl9SYrW0v0j8dE6Tl+6KO04Xh/gPQkh/t9+xwUMJ4mLC/XmSQJ9x6fMY0TjgcTYpWhvfwJnWeQ6PxvUVfHkDM2pQKxfbqaHHjYlm+TTxHxYLFPWWuqYG/y16PffBUyTXh7i9rNjZxNEnncTB5PIMUFOfrFUrbQbalsyw2dcQwiN3xGi4UdEmCUFfpLDcRSEUiPSGtCrQgcl9D3mM8S3MAFneIic0NjixE+Oehzfj5FoBEIC2IQ4Ds0Wj71esDobGrF1JRiNJzncSGG8TQmjlNSpaxWTx5/IoTGDz2ee2GTRrPG8dGAtZUGtXqA67vEqSKo12h0YqbjCKUSinRwKaQt9Jle9GEYKZC+JNOG0HdZbgTEkRVO8QKfNFUsd5soo+mdTZhMEnzf5eR4iDKGZjNga6tLveaTZh0G/TmD8TkAm1sdjBQ4rmRltYVRioODc7796mPG85hXX3tMfzBHa00c2zih9rLP+WTGOI5IlbEpwHGMFAIvcDDC4DgOG5sdhCsZRKkF1Y5hOktIjHXlaQWaSrmGiitJODCX+bwVENmvk2Nh5mlqWckcrJcuKVPM+wUqMQKmb3yH+PEjhOfT/cIXn+KCvfT3fViV9wU0+euCXbnweQ5Syqypal+Vn5so4tEMoPJQubwOlcyDkgSWpXG1QGealBQ/8EkTq4dVcx1wHDJPIZVmY63DlZ1lbj+3xXQwJUsVjVbAk3unxDphabXJKz90g0/8yAssr7WectG2pXFKPE9oLzUZ9cZWfT3JMMYQ1kM6yw18fxPHdTk7OMcYg+s5vPvtR2RpxtaNdVY2l9l/55jNK2usbC/huA5Hj05Zv7KC4zrve+wPavsj08H5O3/n7/CzP/uzfOELXygF+f7m3/yb5fY0TXn77beZzWblZz//8z9/IRj485//PAB/+2//7dI19vv1+6z9YDfPd9m4dpFFLLKjwEqfu54tgqgzzaO3DohnMecnA1tss+bx3Eeu88oPP8fZ8YgkVWxfX+WFT7Q4ORwS1jyEsOJo83HEaDhnMosYjW1F895oziCJqTV8TsczEOAJSaY1WkqbJeMBQpRlGYoaPLgFVW/KWlSlO6p46OZGoSicWbA3BWOzABd2myyXm5rBL38LgKWf+Hg5HlLaAFMBF2vKvJ8BKZqDjTEprJYjMCoHNaWBqAjHGUi0JnBs6vLEJAReiNKaOFWkWuEHHt1mgEoMS806XugyG0TM44TZLKHTDPA8F4EhCDzWVi2QXVlr0TsdMZsmeTqrg9aKJNMo5eC5kkbos7m9xHwWE8UZ16+v8ZGPX0MgePTwlLPemFac4XiSk9MRRhuCmovj1ZBjSRJn+IGLUpp5rhILICpsSL3m4Uirpuz5kqXVJrXQJ80y0uGcVCmSPJNLOODVXJIsQzqSySjiiCF3Xt7m1gs7vPndJ4zHEVJK/JqPF7gEvsvmzhJHJwN6ozmT1x5xcDzk9GRCkqakSYbO507QCpmmGfMkz1rK03uMAMcYhJRkGE4GE6QnCQOfRt1nphQpiiCQzDPLPJbzoQDjDjZmK3ehFphYGOupNIDjWXZSFTo4OfVRTBchzQKLSFDzKb1//k8A6Hz+R3HbnacDm6fNzcuAJD+XC9O3SnRWZQ8ug5/vBY7yLEAhAJ2ngxfnaIrsKbtQ0NqQZgphbKKL5zmYPINNSquoXQs9TJzSbde4cnWZ3vGQsO6BNozOp7SWaty5sssrn7rFjec3vye4AfB86+qajmYEjYC733kCWFfXfBzRXGpYsdLBDJXaebd5fY32UoPD+6csrXdZ21ni6gvbZbzNbDxHZbrM2PpBa39kAGd5efl7iu9dv369jFco2s/93M/xcz/3c/+j+n3W/t1u9VbI5vVV3vr6fR69tc/hox7jwYz4sM/Kepfe4ZAkvc9oEtmyAUpzfjLihY9fxw89wprH/pM+judYOt8VtFo1mp0aT/b7HJ6MGGQJQeAxixa1sazBsHE2mRRox2qMlEJoVSAjROVJm7uJXOzyuMg+MSwypczTsqaqVsAwf2uPZL+HDD26n3/5ko24QLzb7+cAyuhqx6ZizVhYjBLkYF0YTv5ZKsqujcgDTjE0Q59OENKSPlpZqxT6HjrTjKaxZWrOh+wfKVwtITP4riTVGunamJ2l5Qbr620OjweMhhE4gkYrsHopwurWeL7EcQSdrlVcDWourXbAcBLj1jziNOPsdEqtEZBkhseHA6aTORhBqx0wncboTOP5Lo4rCUOP6SzByTKEEQjpkKUqD6A1OL6LIyXROAIheOmVHdbWO/zub7/NeDwnSqx+ksCw1G3w8OEZ8yil3gjIjOboZMAsSbl1a52NnSW84YxkntEfztje7hDWfA5ORrz19oEFGEISJRlxljJLE2ZZrrEjrWESrizvsS5usbZAU7gW5KA17SDA9x2GUcw4SdDG0Ah9EidFZ+bC9DBFQLwE41kWR1c8liqfP37goFBlqvWF8gpFX/lrg+H0H/591HCIu7pK50d/7FKe9fu8Lju5MJkvHuYy2Vm4lS59XF5jlQEq3udZUkUgcTWw2Eio+YLEGHQGjhA4BbrKj+M7ErRBZwbXdQg8h2YjRKUZRlgdr8lwjhCC7371Ps1WSHelQVgLeP5Du2zvLnH8pMfRozOWN9qs7yyRpYosVXi+i5fHmfmhx5Xnt3j01gHnRwMrZRE4nO710cYyolmUcvDghNP9PqtbS5wdDFjZXgatUami0W1Qb9U4O+jjhx7zacTu7c3yGD9o7Qfzqp61f6fbylYXv+azeW0d6Xq89c0HhHUfpGRlu0sUZZzun/Pxz7+AUobjvXN+459+k9Z6B21gbauD37f1VxzpMBzN2DsacnQ2ZDZLiB2YRDEphjRR4AlUasCRaBfIa/rAgs4vXD5GYlfhOVNjMKX2zYKuFzbdXOZvK6m2pXtKFq/t3+FvvAZA+3Mv4dSDEiCZXEdQm4UVK2Jv3htYaHK3lD1+WadKsnBrSVNxU9mMqotoSrPUqBFKj04YWoCQ1Ok2NOf9KVGcIYRhlmpQGs+VJElGkhmCTNNphGgNg3FE741H9PtTZC4epJLMSgI5DgiTZ2R5REmGVhozTTEiwXMdRuM5X/m9exgMN66tc3Q64vhsRBxneIFrjbbrMo+mJFrjug7ReE6cqFwHyFAI8iFAOo4t8CkE0nFotAPmsWJ//5xUa8JmQDSzRUQdB5JMM5nEGG2YzlLSNMUYCDPF3kGfjc0unU6dyE8ZDmeMZinDWcbJu/uMJwntVkimFMPJnPE8JtGmZEMEkCqDVrYkpi7YDCHs/HKwcUx1H8d1SHTGZJ4SZxlGWdZmECVIp5hM+a1zsDFYRUZfDm6KzKkyE9qFyCgbX5bXVavOoQvspITR736J2Zuvg+Ow/hf/MjIMFse9DIzezy3F+2y7/HmxMLjE9pSxNJeUicvvF/tWPi7E/qTj4LuaTGmEEbieg2sMqcoQGqaTmEQKuu0a2ystTvYHOAKanRrjswm9sxHrG12E0ZydDNm9tszW7gqnx0Pe/e4e4/6UpZUm0pEMzkYcPj4jGkUYAc12javPb9FdtezOymbX1kAbzti8ukprqcnR4zMefOcJ27fWOdvvMR5MbYFMIXjjq3e5+9ojnv/IVbJMsb67zMa1VYa9MbPRjO1bm+w+v/U+A/vBb88AzrP2A9cmgxmz8dxW1W2HPH77gMloxtJ6i+X1Dg8LocDzKaeHQ/q9CUJKXFdycjSk0Q7JjkYYDE9OhgwmMbMoIVUKhUE7kiTL0I5D5toVtRYS44LxZcmOiNwiaIFVJhYVQFNtxUNekvucci69iNPhonvqctNJxuhLrwPQ/bEP2y4rbgPs6eS8fnV5bcGTuZQ5ZYFODm7y7HojDUKLp6/SK++nmWIyj6m1PPpxxGQc0fR8yByC0LfYSRucRGNchyhLqYWejWdxIFa2yON0HjGZJKjM4PsgMKRoQs/D9xc59WHDJ5olxCrDxbU1sKSg5khc32U2jUmNYjSdYwRkRqPihChJkUgyBUopEq1RmVmwVwAaG9PiSwLfIUutdQwCB8eVHB/10Rri2F6DERIvy8i0YRonrKy1yZKUs94EpQ2dbo3N7S5HRyPmj8746EeuIQQ4boPxNMENHRrNGq7jctYbkxlNkikr02J04bfE1oI0C+BRnG4xzyQ4ji0YOotTJqmNv3GE1cZRWmOU1RLCEzYVPL+XjgNJET+Wg9oSsOSsi5B5/aacmSynWKHPVKmjFh/s0fvFfwbA8p/80wS7uxeBzfcCN09xU5Xi3dV87qp76tL3i88LvRth3ru9DCKu9JcLVGO0IckUoedCokGDjjIc6YIjCGsBKs2oBx6vvHiVF55b5zf+1XdBwdp6i2QYkcwzDh6fMe6PGZ7NeOu1J5zsD0BCNI5RScrmzhJhPeCNu8c8fmuf5fUOSxtt0iTFaEP9h26WRS/DWkC9VSvZHZVmuL5kZauL6zk0X31MUPcZ96acH/eJJhEYQxD6JPOEZqdBUPPQyjA8HdHvNljbXeYHsT0DOM/aD1SbjmY8fH2fk8c9evt9VraXuPnhq7z72kMOHp/x6J0j/LqPdF3e+MYDBudT+r0JL3zsOrde2kF/+zG9/oT1us9gOOfwcIgWhmmcoYxBeAIRgDYCJXTuSrAZKEoIUFafpcrgFAUES0NRPNSLauGVh7x1BbwXSFQtQMniFNf89XfQsxh3tU3jQ9fKsSiJl+JBngMsQS7Qpy2LY0s45CCniDvItTxKoFMwUIWKLWWHC3eDtl8bzOeozJApTZoo5m5Kw/UwGJTSRHFGkmV59rBAKoVC4zieNdwqQwqJFAYtBUZrssxmO7U7Na5sLzEazplHCUFoC2mmqWJ7e4knj3toDLNZQqsTcNaL+farj0mVJpolqMLYYVCoXG7A1sAqQSYXr9uvuzTqIUIbHEcSJxmD4dzWETKgjGY6TxBI/NAFY0jTDCTU2yFmMEFrQWYMs3maa9dkjKcRV6+uYAw8eHxKUA8J0hSnW2c0nRPNYhsDpAVCyxzoLFw/VUyq82w9IbEp7K5EYVBoRK4+DIBjbMp6ZhCejR2zejcC15XIQJImaSnyp/MpUcaKFdIGLOZyoVKMyF1c+ZxWccTx3/t/gVLUX3qZ9g//yHvOu2xPATPv+zefa0/7vnha54VCcWXtABVgI1iUYTNY9s5A4ArSOGewUo00AteRaK2Is4R2o8bacgOVGbq1gNVuyJP7Z0hjaHVqBK7L7vVVskSRRgnzUYzOMs6Phhw87NHu1nj549cwSnO0d067W+f+dx8z7k9pLzc4PxoQ+B5REBNHaQlwvMBlebPD/r1jkjhlOo5wPQ+/5iNdB60084ktO+IIbHaoEMwmc4Tj8OD1x3RXO1x5fpNoGvPw9SfUmgHNbsNmEcKFUg4f5PYM4DxrP1Dt+HGPJM147qPX2L93zDd/802CekCtHjKfJ2zsriA9l8OHpzQ3u0znCV7oE0UJvdMR0Twhnilq9YDe+YwgcDkZTay9FwKdgPIU2nEseJD2AVgEX5bJG1JcWPVCZXv1IV+IauQrTONQgoaFO6r4tt2xECMunuqFe6rzo6/YLKmiVb1HZnFIgwU2WlBS9ovMcENZ7rzoQJoF8BFWXM8pMJgArStpt9oWI8XEoMjrNWkC3yMThmmUkiiNI61bz56LIvQcq4QrNFmqydLUBrUmiozc+AjrNGq0a/SHM2r1gNu3Nzk7G3FyMrKaOEIwHMxwPZd63Ue4DpNxhNEGLRZ1uApD6AUuSWJpm8I9I/L6X0IItLE1uKQj2b26zNnpmOF4bq/bmFxBOWc7hCZLMxu7kymSNGMaJTYWRipmUWqDnVs1mkseZ6MZnUmdzfUO7W6dWZTi+y6D8Yy5ykgwGKPRjtWjUVX3ilgACe2IEljYCg6CDENvOs8lpgVKGJSwri20wXEEtcBBpzaGJAwc3EAySTMbMCtBC0WsKIOPwc7Py4RHAVoK1qPIqOr9039MdnaG0+mw+hf+w/fMzfeNt7n8unh/efsFt9KiMzuPq4Cl8k9XvlMwOvmPZBHXb8X7AukShqATRRYpPAOh75K5mmSe2srx0uHajWXGvQlvfXcflSiWllvs7i5ZdWLfqnTvv31MliiCnHWZTxKklOze2iCeRjx48wCdJvSOhyytdJhP4nwxcUZ3o410BMdPekyGM7zAZW17Gc93GZ1PeP5j14mnEbPBDGHg+od2ufetR0STmEanURbLnE0i0ighnqW0V6xCsh/6nOydM5vMGZ9POHnSA2Btd4XNG2tIKUmTjNMnZwx7I/zAZ/vWBrXmQqPn+7k9AzjP2g9US6KUIPDorLZ4+M4h0TzBbwScHQ4Bw+r2MiZfpVy5tc7q7jL33tgjnqecHg3xfZdat0ZY92m2a0QHPbQiF9nLdW2MQTi5ewdreEpMUDAa+f5Vuv57rl4rD9qisCZwMRiz8oQvds+GUybfugfA0r/3yvuOyyL76ZI7qqD6iyW7uLRP5byNm696lXVZGR+Y5zvpRXcamKcZQoEvrPjhYDIjjTPinEpQ5NL/OeszTzIwhobvE/iu1YnJs1IEBkdIwtDGzjzcO6NRC+i0QwajGYHvEoQuDx+f0euPmcxTwOrqIMxCrND6+iyDlV+TfMr9MBRjYfB9hyu7y2xv2vgsHIMSAr/mWdZHW5BWOBOFdHBdieu61Bshvd4Ev+YhPBvDM49TGkt18CSe55AozTBK2Njq8M69E54c9xmO52SAFzhkmUACmVYWUFfAhC60e1xKdkUKgZR2Pmbajp2mQB5W8wYJWhiyJMV1rNpuLAyZVmRoYqMWc7pIE5cLwq7EFsKUIKt0WebgZvyNrzH55tdBCNb/4l/CaTaewkpeHvSnvK40Ud1+GfBUt4nFNDbpJZBTWUyULFC2YHPs9wyOsarNjrLg0ihjmZH53MblCEmt5iNz1va52xvUfY9ontBu10miBEdKBudj1CxiPJgyn0SEdY90lBFHMdOh5Px4gOs46Exxsj9gMpjj+y6ajPH5HDfYYPfWOr2jAU/eOcJ1HbI0Y9Sb8PxHr7N72wrczqcRd199hDKGFz5+E50Znrx7gOtYYdMkiq2432Efx7OCmQBJHos1PJtw+viMoG7B0MPXH+N6DivbSzz4zmPe/cY9+idD4nnC5s0NPvMnP87K5tLTb9T3UXsGcJ61D3yL5wlGG/yaR2u5wdnhgPRowNHDHp3VFtfubNE/GXG630cYgxt4xPOU/umQsNXgxvNWBr2z3MQYW1Nqf++c2WyOSq3GiudIFOC4gjlQDz0mJrV1eoqHfFFUMH+IlkxNlckp3hfifyZHHnkq8iJIoEQk72nV2ODx77wBymrf+FfWeH/rcLHoICxKLpTnVwqYcNGAFOdcRC47luUxLrh1EDNKfZFCtl/oIm7a4EmH0TxBz3MLog2OXlx2Wd1aC6ZxQuY61jUjHFSq8FyJi4PjOcQqo+s1mMQJs7OMdisgDH3c0GOapBjfwVOaNFVEaQrYeBTfd4niFKNsnInjOKRKkeWBJuW9MvnISCvo9/JL2/yxz93h4HjIV37vHvMoRRnDLE4tg2MMQWAlfJXO0CjiTNk8aleANGSavAq3QQvDcBLh+S4f+/Q1lNY82u/zxz57m+WVJr/9e3cZZynZVBEnGQboNkOUNCRRhnEEWpi8irmdR9rN541Z2G4pjWVbpCgZPCPFhUrfYNm3bJ7gOtBqhSij0F5+P0TF5ZS30jOU10u73IyE6NFDev/oHwDQ/eJPEN68eQmoV+fUpSn7PizN+7I3lxmaomttNX7eg6ly1jIPZFpkTlUOIvPve0LgCkhSjVQaMlCJRhio1zya9RCMnV8rS02adZ/77xxzNh8S1n2u3lxjc7PDgzcO2Lm5SjSdM+rPUJnC8xyiWcqrv/suu9dWWd3scvjgBKUVpwcD/MAhrAV0V1tMhjOGZ2Oa7RpBzWc8nLF375il9TY7NzcAOHp4yuhsTLNdJ4lTrr24w8pW28anzTImI5tN2F5pYbRVdddK4YU+m9fWSJIEx5O0csmNLM0YnI0IGwF77x5Y4LbSQjqS3n6fd79+n9ZPfBg/8N47Cb6P2jOA86x9YJvWmsMHJxw9OsMoTXu1ze7tDdLnFE/e3ieOU7prLWqNGktrbfqnE04OB3SWm+zcWOPGizsMB3PqzYCdG2vMxjGNdohf90mVZjxLuXpN8fBJH+GAqw1GChotD9n2GA3SBaDJV80VP9BCBA3sQ9XhYvFNWIAYgX1aW7GNBatSPuCtESszRAAjBLPX7gM2e6pqBaqCxBYrWSRT1bERAoywmSFFBo4V+RCL8yn8atVgBbMQhssEeMJcFBDM3XYYyyJkWYpW+SU49sAKW5AQ7D6OJxDGoLSwLI+xhQqFJ9EYMqOJ0gzhOOyf9AFBzXeZpQmN0KPbrhOkPll/SmK0TdMHPCkIw8CqzAKZUqyvtkEKpvOYLFXMnRSdGCiqurtQD1021js8/8I2veGUr3ztHqNpxMpyE9eBs/MpRoDnWdeWzjRpDgocBMpo9o/6ZKlGGRt7pLAaQTK1dbI6nRq9/hQEzKOU4/6Es+mMk+GENK8XhYGz4dTaZJfS/QmW/SrlB4rSJfktVOTgJL9zxX4XFLTFAhAlGgZxRCIKzaYFK1nFGEX233ssR953et7j+Bf+NibLqL/8Mt2f+ImLjE0VcfxrgBtxeTvVz8QFwCOKUgxVsrIKiHKAU3y/iMkCStBTxIuJVCC0wXdcMJpEaKQxuI5DGqecTSNqnsNDJYjmMY4QxFFKGAasdBv4vrRgJfDpLjWZDmcIx6HdbdBsBfihLfyrlUEbTa3mc/ykj19zWVpvs7LR5vDhGVppWt06D7/5gKNHZ0yGM4wydFdbhPWA4emYZp4C3sCKAu7etuBHZYqzgz7NTo3OahutNHt3j9i8vsH61RW01rz1e3c52TsjqIXU2yGT/pRoGjM4GXK210NrQ2e1TZZk1JoB8TwhjdNnAOdZe9b+qFr/eMjjtw6pt0Kc0Of0yRmuJ9m+ucmjtw4wxnDvtcf0T0eoTHP9hU2e/+h1HM9habXDR3/kOZJE8eT+KfE8pdmtsbm7zKNHZzz34jbtpQZPHvdIMs1gPCOKFPVWwMsf2+FJf8TReArC2NILecptkdpdxLYU+iTls7nKipSAgYorqEAvlc/Lv/mbwjgZw/ztPQDqL18rv1ZVOr4s7ld0X6T/ljET1eI8JbOUn88FrRwW8RjKxvIoaQXQRL6fAJtZlgckJ8aUrIEp+heWibC1e8B1JGHTrmpN7lopQJ51Y9kaQDrLSBODxma3OHHCYCjp9adMJhFJatUIVY48MyHAETieS3epiRYaz3E5Oh2RZsqm/kp7LqVvwxFMM01vOOVb33lCEif0+hOyTDMYzqiFHtKROL6k2fBxkMyjCBuwYsUohQMqM8RK2YBfZd05vitwPIfTwZSvfvshYeBxdDbkH/3qq0zjmOPemGmmynssgMTkrlHnYlyXKVm/xf0GUM5ijItMqwvgpnIvCxFKI62OUUEoXmZcLI6wk6csCluZFkZA2u9x+H/7v6AnE/ztbdb+4v/cxh9dplEqIP3iASqvL4Obp+37FHBTxtgYLv7Uiv3zUg3VVlZFyWNy7Ly2pRHIJCbRpMrgSRfPtSrGIg9Ml5lmPog4RzAczGk3Aza3ughjeOu1x2xsdjjeHzAZTZGug3Qc0igmnkS4UiCEwBWK0+E5nmsZyyRKyOKEk8fnfOM33mDz6irr28u89Y17HN0/o96pUWsGHDw44a2vP+D5j1/n7KhPMs9Yv7qCH7iMB1PWr65w/aUrCAHf+dLbSCmIZglplNiA/dUmWmnuvfrIlko5n/Hqb73O6vYy09GMlc0lslQzm8YMT4aWBRYCL/BodusfCO2c7/8zfNaetfdpg5MRg9MRrufQ6Hg02nXG/Rnf+cq73H3tMTc/tEsYevSOh9z52DWuv3TFplYGLjs312l26gC0u/VcVMthPk9JE0WnU2dtrc39R6c0GyFu6JIaQ9j0OTgbcz6bU28EkMTM9UUjYsTCCAhYxCkU/P4l0FEFLRe49GL/srxDBZQYSI/OUaMZwnMIb2yWXV9YMJduFxAiz/DCPqClzN9X2B0BaGkW6dLF6lbm6EjZk7Ckj1U3xsnxmFOh/AvGIAOlbFozDgt12NyICZ13KS0LVK97oCFOMgsK8gs2wpAZheu6aGOVV5NUoRODIwQGlyjPanKKcRWWGTJSkKLRrqA/jJjMErJUXzScbuW+5EzOYBIzmB7Z+lLGoBWcD2e4E8AIQt+h1gjxPYdsYFCkNjBZaqIoQ2uNcnLWzLO0lsoDmadZyoP9c6QnOO6PyIwh05qo9AGJkgnLckaFQmG4CESvMDY4FQxcBT7VLL2iyQWwQRb9LjBtWTSzBAl2fl6uFl6dw2nvhMO/9fOo4RBvbY2N/9VfQQbBpTldnVNP+QsXfiMXgEn1sxIAPYViKsajum/B2FSyqao/OzuvQShA2QwqqY0N7FY2e0oI67IU0kE4hkbdY6VVR6aaes1neblFlijieUKtFqDTjEgKwnrA2mbHpno3fKbjOQf9KbErceYOnu9SXw/JfEkyT5lHKY5jy3a0lxqcHw/pHw6p/7gtqjmbRWzfWmP39hb94yH7949xPYdoEnNw/4S7rz7AC32W1toc3DshjRW3P3KV7lqLt7/+gNH5mNlojhu47D63AQZ0prh6Z4f13VUev71HUPMJax5X7tjyR9K5zYNXH+VlQDy2bm5w/UNXy+Dl7+f2DOA8ax+oZoxhcDqidzjgza/ds77n/pTuaot6q8ba7jJ7D/YQQnD/O0/on02I5zHCcfjkj79EGmfM5wn93oQ3v/UIhGDr6jLX72xxfDTk7GRkywLMElZXW+hMMUsTYmMN8N7JgDjVxI5CBA7NWg2VRGRUBM6KgExBCQCscB6XVq75m0qWyiLQN28F04MFI6KoKSVg/s4+AOGtbYQny4f35VZ1ayFMeRoq76/cQRdWTeRxNvmxi4KJWmBcg0hF2Rd5XEdxmiaPMtZqsTLWwga/ijy4FWMxmymKeTpgpMTxXXwpiOeZZRXEQjnXcRaURlGuQOesk8EGNReXqPIDCyHwQx/Pd3Adh263ztlgSqYqFbArA23H5SJlIIxYsF1YNikx0Kg7BDWPVGmkNPieA2jG04RUWYVsXInjgCsdlFJkypAZwzBNLJEwGSOkQLguntSoTECSUZRd0FRARcHIVGK5CjACOWApKJ/88wsB1AXQuMTgFACocK8aZzGHi4su3i/Yt3JKggvx/h5Hf+v/ip5O8dbX2fyrfxW33a5QI5Xz+l7MzWURvvdjdZ6yT7UEg8mBs8nBjcjjbUrwVEzfYkoVMTkqrxRu7H1GG6TjEAhJNE/QmaHTCtGZphWGbKy2mfTnOAJms4jJJCaaRMxmMUJpVtfauK7DykYbz5csr7aJJzOyKKbeqCEl+L7DykaH1fUW/dMRRmvSeYzQgmFvjFYKvxawtN7GD32mwwidVzWPo4SmrjM4GRI2AurtGqcHPbJkxMufvMXyVpfz4z6n+y02b6zz1jceoJVm89oazeUGg+MxXuAg3UJTKmB5Ywm/5tksrlwM1PNdXvjMc9z66HWM0vg1n1ojfMrN+P5rzwDOs/aBacYY9u4esffuEXvvHDLuT2ktNxDC8OSdA2595Do7tzY4eHDGG1+/RzRLaLRDZuOIN75+n6PHPbzQ4/WvP+C733hImmQsrbV5fO+Ex/fPCNsh9XpA4Lucn46YTiP80Gdto8PR2Zj+ZE6UKOIsI8usUSvLNVwKIi6fxYUhqDIXWMNpZB7oq00Zo3OB3mDxXSMtA1Nt6XEfAH93tdz18oK5aE4RyFscApMrHFsAI7DHNzrXyEkLiy4uGkeDFZNLLeDCGJvGnBMLJZjKXUuFt6MAPhfOrdhH2j53djqE0uXJXp9YZaRKYYTA9SCQDg5WE8eXDlGsEAI8p4jZobToRcaUcAR+4DJPUlq+YDaLSdMMrS+BvrxpQSnOWLTFfRQlAJBAqjXTWYwyMYFna2HNtcYNJJ5xcByJGzjM4pSa7zObx2RRZsUGsUzMPMkZJzdD+g5RptEV5kUXYyR4jzaSAfv01vav1hfvU+lhLK4jZ2lEhVnUwr4X3uJai4Kcxf0pS42YRd92m50f0YMHHP3t/zsmivB3dtj4K38Ft92qzDMW6KM6tlXA8jTQ837gpnhtKoo379mWv9dc7EdUgFB+esIYnAIAlZ8bhDE2UFlrlLa/U8eVSCFxXUFYswFR9ZrHwaNzpDAEgY+oeagk49bzG+zdOyVNM9qdOkHgk8UZWhk2dpZZ31kmjVOG5zO2b6zx3Id2efL2Ib3DAb2Dc9JUobXBrwUEoceoP2X39haHD06YDKacHQxY3uhw86VdHr19wHwcsbrVZe+dQ0bDEa/+ztssr3dwfEmtWWNpvc3qZpfd25sEoa23d7rXo9nt0DvsM8jBleNJdm5vcfL4jNMnZziui9aaGx+6QnupyQetPQM4z9oHps0nEccPT6k3QxrtOtK1T/LN66t0VmZcvbNFa6nBlec3SRO7SleZYeuazS568NYB9U6dQX+GdBzqLVuUUwp4+7t7XH1+k/35OVFkFXRvrDbYvrJEbBTjWcxgHiGlTcN1hcRkyqbbYhkKlVuBkj2voI0CK5R51BL7n8itbcHwlCvsPMg2X01aVdXcveRY9iM7HwPgrbRsLEsVZBUvC+N0qV0gdfIHv6FYvVZ5/Et9SlMJQiY3fgbpCbQ2CAWSooI5F1gdUdI8F62Mxhrw/iyymUOOwQ09HHQZnOz4Do50cDU2TiHTOI60jEtmY1OEK3CwdaocR+D6Hs1mQHyekaSGw/6YWarK87kwVBXyCli4LxZvrX0XFkAJAdKVGKWJEsUkm6FyoBUGLrVWQJZkpJlCmxikwPUkWlpXWXG/0sz+kzJnlUqGpIoqsCCmcsKiBEC5qKS7OM/qOZsK2HHcHK/mAcQloCn2hQsurVKgknxiOJX3EmZvvcnpL/wCJk0Jbt5g46/8J8iwdsF79F64KLgAQiqb3lMIs7qtepJVcFN1aeXbhb70fX2JTCr0bzSImLKEQ8EsOkIghS22KXMBREFeh0ob2vWAUDgW6CaKWujRbPo4jkAQkqWaoyfnNkvJCZACbrywRWepARhOD/sMzyb0jgbUmgGuY2UHXvrULWbTCL/m8uiNA/yajx94LK21mQ7nYDTbtzaQAtZ2l7nx8i61WsDjdw443e+xd++Q04NzgprHqDdm3Jvg11zay03WtpcImwGT/hR3rUU0jXN30zpL6216h32EFKztrrCytURntcXZfo80yWgtNVnZXuKD2J4BnGftA9NUZkXgmt2A5lKDydBWzdVa01ltsbTeAWDr+ipXn99k3J+yvNkhrAccPT5DOgKVacK6T5pkRHOrbuvVXGazhEhrHM9FSsFwNGeWZvgNn9k4ZjyLSJIUR1rrFmuVi/7ZVbDvCCIlLNXt5AaoIEEKO2Vy5gZT0aSBsjxDCXyKJipP5qeMR98CHHfJrpgvlGagYClMaS9kASbMgumQ2mYuQUXVON9mNAtAU6IhyngZ8orRQltBPFmAO7WI75C5sSkYBMfkJ6ZyKCgKsCA4PB+TpgpPSurSxXGs0q4BpmmKlIpW4CGkwDEuJgcUXt0pTs2et4Ew8MAIpBT4NQeEYJLX9yncaoVaczlkMgeaxXUKLjBvRkDgSxzXxXWg06kxnaecD+f5fnbHOM0YjmdkxiA9SaqsDo9bd4hz3R/IGbV8nhhhFuAq9zOa4m8lo8mO/wJEXwAhl6bOgm0BnDz42LVsnrO4/ApuMAuAU1ELgDwlXCz6m37725z+3b8LWlN78QXWfuZ/gfQrMRkV4CQWHT2duXka4Kl8fgH4PKVSuIASoJT7FgC2CnZEBcwoEDlzal2+lVIoBnzXxRXQrYXUXA+MIZunBK5EJxpTNzQaIek04dqNVdbWWhw8Pmc4mCJCh8fv9qk3AnaurbB7c40s0TTbIc/lcYHT/oxa4LJzfRUhYP/uCTs311jd6jKfRqRxhh94BL7L1o11WstNjDaoJGU0jpj2Z6hM8/Efe4n13WXe/OpdVKpodetEs4TZeM76lRWW1tqs7a7SOxxw/aUdnrxzxKg3wQtcrr6wQ3u5SXu5yfrV1QtDX2uGXLmz85Sb8sFqzwDOs/aBaWEjoLlU5/x4QLNTxw89MscG8l15boul9TYAzU6dH/riy3zlX77G8HzK4Gxs/c6dBscHw1JI7uSgT6MV4ngOSao42B8Q1j0MkGQKGTjcudJl/6jP8dGQSClkIElyAyAcAcpYVV/XwTEKVTAbBbgpDaStMl2CkMz2Uf4CL0QDswA7JRVCiWCMNghp0LMYANl8P394DiCgjNux5IUpj2GE1YVRmQVeNoA1N/TCUPo7hKFMr8kF3oQrylpV1fgGJW3gLwUxpQoQk3dfBk8LyKxhn6fKDocnQRkmWZqrD9tTDTyHWuAxnsfUPI/uUp1ZlDCbx0gBrVqNKE6JkpSi9EK3XWccp8RaE2cJiV6wYoCVY2ZhBO3lWRddiUKKe5Bfvha2mnRQC6jXQ04GM4y0q3tRuAGFwDgC6ToEvouUkjjNLAjUVp05H0lraz3As+eicyDl5EOuRA50igDxiqhfybiwuDVV+2/naL5/XgtNuou54GKzs4r4sQUjR4kULrM6CBh95Suc/8N/CMZQ/9jHWPuLP41wK9oHAmxJNgt8cy6OqMgMLDtmAWK4+P7CPuXn3wPcFH/NpW2VcxIVECTzBUV+a3MQll+8sTei7oesLjXZWGpxfDxGIWmEATXfZXdnid7JCK00B096vPvqYyajCD906T0xzCcRvu8xPJ9y46BPu9NgcDrCC1xmk4iVzTYbV5ZwXYeHbx8SBD6DsxHTwYze8YD2UpP+0RBdD9i4usqLn7rFl3/xmzx88wCVZHg1j/OTIWHNp9aq8cInbzE4HXPy+Azpz8milDR3n2dRilP3aS41efHTt0nmCY7nENYDftDbM4DzrH1gmue73Mh9ztE05uaHr7Ky3aWz3CozosBmPnzqCy+zvNbhdP+cOE44PRrx27/4GrPpnOXVNktrTRxHgiOtrgNw9PiMVGuE46CxKb7nkzn393pM5ok1RkqhXcsKpBJMZv+pOLNWycaaLrRuCqNRPEkzUxqbxUPbLBgAaXiaX8k+hPN4nUpQL2ABT3VfA7ISbFDE7hSGrYwzETlpoStKv8YCHg3gCExmsH6hwqIae506L3gg86Bnad0uIhc+NDo3rgVmc2B3ucV4HDGdWwE+UsrMK50ZhGuZiazCIglj2R3Hd1DCas44nqTdrcHUMjupMfTjOcJAWPNZ7zZYX2kyiTIeH04ZxCmymqourOZOcW4FWCjIG+s9LNxsJncP2mtotUOUNkSZdZP5nkuqVCkqlxmB6wqkA1muf9Nphcz6CdoY6vWAWERWHwfI3AVTUzIyWNwocpBg3DyA2F3cgqr7swA2xXVcSAsnJwiF7c91JKnSIMH1BKnWi4ypqmRBMR2qcThZQv8Xf5Hxb38JgObnPsvyn/8z4DgX3J1gA7F9AVJIEn0pY+392iVwU4r4XaKo3uPKqv4tQEyxc+6Okvk2G3BsIK3uVzA5Fpi3XBedKNI4IZmnjL2IpaUanbDLylKD3vGYk8MhaZxgEs3pwYD5KAID88kcqaw4qCMFOlPc++4BK2tN/Jd3EGPYf3Bq1ReMwg88Dh+c2pgtz69bbTsAAQAASURBVGHSn1BrhmzfWGfz2irJLKG71iKaRuy9c4wwho1rq8zHEfNJxNnBOetXVlndXubq81s8WW/z1V/6NrPRLAdTc+6//phP/4mPlWndH4T07j+s9u/OlT5rH+gWzWLSKMULPV785C0mgxl7d4/Yf/eYI/eM9asrBKHPk7tHnB+PaHZrZKkmTjK++dvvcnw4IGz4CCHpn4758Gefo7PWZnA+pdkOuXv/mFRlGCHxXYfxLOL0dMT0QDEzuiQqDKAwzOcZIlw82FGg85AaUzHs1cDGwjgVGVZ5Z8WS0u5cBUCaEkRUDY9lZQROJ1cd7Y2KjxcP7NJmFoUEFrhJSsCIvCK1yGN3bFqsqYAfka/2KdSaDYsVbhG4IwVFHI4x2JRabY2lQICHrbKuYTibo7GlAVSqSYVGpeJCHSspTQ40DL4vyFJDhmGWpngyIzOaUZQQH/dJMkWstPXAOBa4JSicwMG4gkE0ZxhZJkiVQ5JTQo6gqF5piussDGQBXLExGL4riTNNu13jyu4KJ70Rk3nCzRsr+KHDk8MB0ygl1ZYBk461n1lmBVfOhzMEAs91GKcxKQbtClsCIb9punJqJUPjCUJPkgnNvGAninkDC0BTxMaYCsCpxHOpIrBYGOb5OcXFtZdzyiwmkCjIkvwzB5LDQ87+u79LengEQPsnvkD3P/jjebHSKmWyACOJtoN6QW248PUVzfBewFJ0VQU3pvpZ5X3B3qhKP0UfVWYn/ycMtjSDKbabRf/K4LkQSokRhjTWRPOUoZ7xyU/c4OMvX2U2ixDa8PbREJMpVKLwHIHTDHE86B+NiKMMP3DRSjPoTeiutMjilOloTlDzMcZwdnjOxs4ySZSQRBnSgZMnZ2RJBufQXWuTRimT4YzH7xwyHc2Yjqcc752TxBlh07ckq+Owur3E4f0TxoM5Zwd9lFJce2EH15WoWJMlGUbZFPag9v2f2v2H2Z4BnGft+76dHfR5/NYBSZTg13yuvbBN73jI+fGQ7ppV13z1S2+jlWZ0PkUpg9aax/dOSBPF43snTEcz1neX2bm9yfHeOQ/eOWLn1iZ33zwgTjJOehOSJEO6EuG6CCmYjhPmZGSOBNcGkZjCUmphBcGkQOQGrYI/FvE3GkwOWAwF02EWJI1ioTFTxEwUqeXVFS0X7BoGQ3BtncmX32D67fus/k8/c3GvQso1N5plJjjkujeULisLeuwOpeCfLbxUMjSL1COxUC+Uti+hsWUJchVk42LZGZODHAHagTQvZJnlEr0KC350ZkGXyVOjbZ0vgeM6KK3QypAYyz642PGba5uLhCSPBxLgGFKjOZ/MOeyPMcagCiNegAGdk2smH0gpaNR9skzZGC9jbHwK4EosEJISV0AQegymc6I0QxsYTRI63TqzOCGYJ8zS1M49aXAcJ89KA+nYdPxJFpPmwcFlWrZkUXm+xAYC4VnGJUKjqm6ofIIVc83kKeRiMTEs01NlcZwcrFRjckTO2BRp4Xm/izguk88mzfg3v0T/n/8iKIVsNln9iz9F7eUXFxPzIl55DxApdWkuAZAScFwGJvm2YkDK7i8DoErqd3HMsr9q4HA1PkebSsCx/UFIDdIYhDaIGOZJisyrh3vS0pnRPKHVqTGbRKgooxa4eHWf/tmY6Sgi8F2EkHYu5u7cLNPMpzFh4JJOZszGEY4UCEfgei61ZojjSIanY/onQ0a9KZ7vMBlN+davv8Hq9hJb11dpLTV491uPGJ5NmI8j+kcD/JrH8x+/zvUXttm+uU69FfLG773L4GRAEPpIV9JcarJ/9wgj4dFbhyTzjNsfu/6+IEcpzflhnzROCWo+S5vdD3xV8WcA51n7vm7RNObxWwcYbVha7zAZzHjw+h5aaxuHE3g4rkPvsE+tEVJrBHTW2nz7S28zyVdMfs1nMpoxGsxwHp2RpPapuLbdprPf5O7bhwS+SxSlZKki6k+ot0JqDY9omj8t82AagWUpdL5azeNl82ZwtLBxOIWLSi6Ce0XFgJVPbkHuj+BizE3VmnEJqGA3t37kQ/T+/m8we/U+0eNTatdWK8GSpkyEKsBUlXjRecmF4twKZsnyOhIpBTpP3yqytizoMouI1yqis+kn6NQGGyMtJnKgdNslMsMVgiwPfFa5QXZ8ysBkKQQ1z0UrYwtwCqxbyoXUKBxXEno+geMwmUXERpFpgyiAp4GjwSQ3+KKs+F4CgAqLJYQNJi2ykZA2S8YgCEN7s5LMoITB8x0GkznjKLblFhy4f3KKVoJWI6Ae1FBzwWgSESuNKw3NWmAzcqRgOs9ICoDpLIKwTXGDLoxlbp9lBTA4pd0EY0OEZM6OwQKklBhA5ve4YHIMi+yxXDjycp2pxT21Y5kNh/T+/t8nevtdAGovv8jKf/RTOO0/YLpwlZkpXy9O9D3gppARyOms98uqqmY9XUj7rjBFJYgpfpyasoZtqRVlgNQCHGEMTmaBoJSaLFbUaj6Nuo8QgrPTCQ/vndIMXdI4w5WCWt0nCjzSvAJ7LXARUlJvhISBSxyltNo1UJo4SVlZb+OFHuenY9a2unRWWrZI7BtPiCYxk2BqVbWVQiBoLdU5P+pzun/O6UGfeiPk9ke7jM/HjM+nXH/5Cjde3kVKieM4SCG5cmeHyfmE85Mh73zrIZ7vcvXONru3Nzjb7zM4GbFx7WJAMdh0+EevP+HwwUn5LNh5fourL+xYlu4D2p4BnGft+7olUUo8j1neXEJlGXv3jnj01j61Vo2dW5tcf2mXN79+j7e++ZCgHtBeanCnFaKVIZrESClptWtMh1OU0iRJhuO57N7aoHc8JpomxHFKu9NAtRSTKCNNFPWaR61VZxT3rBWw1teyHgJcX0IgmSltAY0Bo3L2AS6Wcbr8fBAWKpWuI6wRL5fPRdmAy0GZ4mIn7voSzU/eYfLVt+n9f36L3f/Nn6MENuLi7tWHeiFtU2ZYicKu5m4TYy9A5McpXRU2uMcazCIFqOwvB0CeseKGOfIzFS2SGGwV8vypUxgkxwWVAZllFZTRZFrbmBHpEKHIKGyaIdIZQhhi9IIJEZSp6Co3oo6mEi9EaegdR9BuhCilqfmWwkgyRSoyaoH93JGCLNN4ASx16zRqPo8OBqQqI6hZUHQ+i2mGPkoYeoOpZYtyd2KmDJFWtlSFypg6tvhlNdPNFCxYlUHJQUephi0XWLeIkyquRfuL+SVMHixcBEwLLqaOy3zAC7aoEA+80EzONGomX/4K/X/+LzFRhPA8lv7sn6L5w5/JXVKXv7e4x/YOVcDJJYalCkAufLf6L6c7DbzX7VQBRRe2KS4wN2UaeL6/vNQP2jKPskD3uiT0CAOPTEsa9QDpSGqBh+c6GJWxtrlKELgIIUiiDN932dxdYnmlTbtTZ3m1xeB4iNSGbrdBox2SxRkqzWh2G3i+y3Q0x3Udag2fs4MBaZLR6NZwfRcB9HsTNl5ZJY1S4lnC6HxGPI2p1312b23g3tnm5PCc1c0lXM/eZJUptDFsXF0hSzKWgOHpmO1b61x7YQfHcRBCEM8jjh6eopWm3q7RXbOJGZPBjJMnZ3RW2/ihRzSNOX50xtruCvVW7Sk3/IPRngGcZ+37uvmhhxd6DM/GPHx7j3e+8RAvcJhNY44f93j4xj690yFL+Q/18NEZ5ydDlDJEcUJ8kiJcQXe1hR94dFdbdDfbnPcmPH5wQv98SpYqZlFCp93Ar2uGkxmO75Jqhe+6ZCor6wApQLiWAVDY2I8y6UiDztU/iwDZqken+mAuV9MFc1OmiBc0zwLcVOtLFYDDrkQFyz/1eSZffZvR77xJ9BeOqV9fu5DiezHYuOiBRTVqk/eWv5bS6tkghc34KY5b1FgoVY7z8ywCaJQoWRyKGByJDb7NU6Eyk4+ZAC/P8BHCMj1a2HEVrmCa2ojd0HdKF4POxycThtQoZpFdmktXoNVirETuFjLZ4tyNFDZ227HHDmoerU7AaBgzUxpX2Grj7WbIje1lmo0aw8GEyTxlMIm4trNMkmaE9QlpJljq1jnJFZGF45BpjQYybYGYyVmxSZra0/IF2qlUbq+waVVXlXQWNhon/ycXc6twOwkAD0LXBvBq7PcdabOWyqz+HFUsAM7in7kUc1NMzPTohN7f/wfEDx7a39+1q6z+pZ/C21qv/Covoe3LYKXY4z2fX6aZKttMDpIpXlf+Vr/zfsyN5iLjUwE39m9lsaAsuBE6/31og5sZXARS2PkUBh6eI1nu1qnXArY3O9RrAWBotAImgymu5+J5Du1OnU987jabu8scPj7j3Vcf0z8e4voeQeiSSFCuoLvWBATuoeT6nS1uv3KVznKD+999TGc1IAgCZuM5nu+yfWOd2XCK63l0120R4Udv7tM/GVJvhtQbIas7S+UYhI2AeiMkiVPWr65w8qjHcx+7wcpmB50p+idDhIDDh6cksxThCDzP5dZHrrG6s4zRGp1pXN8iYNd30GNlFbk/wO0ZwHnWvq+bNprjx2fcffUxT94+YHV7ifZSC4Tg6NEZZ8cDGu06dz5+ncloxnyWMp9FbF5bY+vmBsPzMaPzOWEz4COfvc3G7jL9wYwv/eobJLGmVvdJ4owkSpk4Eq/msbHZZTKNINMsL9cJM8UsTqyh8QWpFODalGNHijwAeaE3o/OHqy9sMKfExqBgbNxOsYou4nGAhTx8tQJ51RqyeD4XZApAeG2D1mdfZPzlNzn9e7/Ftb/25yusyiVwkwMli0vycgc6zyjKLaeNP7bfK9KTRQ6GymrjRuQ5xqZ0Vxny/VxsVpfJCz1ix6i4AIM12JnIAU4Okgx5EprrEJsMJaDmCLJMkQo7LkUsShnxXQ6VKBkPg2WJhMdFVkCA70lbxwrDOE6Z6QytNN16yOpyg1a9xu2b6wSey2ylxeFJP1csjvL0bRs/cTycMk5TtDaY+YyWcUmFJs7HVOU4sEI2XCx3kG8ra0EV86YAJkVcTtFHweYU15zXpUrQZTBwkQ4unLxUxYXxYcHCVdiiKnowKmP4K7/O8Jd/DZRCBD7dP/0naH7+swgpF5DmMuK4pPxc7lK9+EtfufxeVAelAl4EXEwBL1i6Sv+FzlLZV/7bK1x5Fn/nDE3Zr0BibIX5BEQhYyCtREGcKtrtGt12na3NLjvby3z45V1m44iToyFJpNjYWaHdCVFpxvH+gL0Hp6RJxubOEs3P3eb8dMzBg1MwhrDm4QceWWLjvFqdOqP+mK/9ynfw6x6Ndg3XcwlrPq1ujaW1FvVmgOsK5tOYjZ1VNm+sYIzG8z0aS3Wu3dkpBfpcz6W90uTGh67w5J0DXM9h/YdX2L29Sf90zCB/Rrq+w+njHmtXl5FScvzolLe+fo8P+S5hw6e53KR30KfeqjEbzehudAgbH+xU8mcA51n7vm1ZlvEv/5+/yRu/dw9jNJPBDOE4NDp1umttwlaAUoYn7x4hHUFQD8gyxfUXtlnbXqG13GB8PqW92kBlhpc+eQPPc/knf/fLJEmGFzg0mg3qjZDxPMYNPZZW2zRaIUmWUe/UGAxnnI2mxOcZAsM802hHII0gkwblaoRrrVQhn1LYLaMqq/QCQxgwRUSysSxMDicWgKdYxgtKa2kDSSvuHxZP8LWf/jzjr7zJ+PfeYX73kPrzWwjMhZCePHGqNFQFSSTzbCdlVf1KZoEccJUZX8X3ZA5wqtYqj88xWe7W8nKtnpy50alGIPIY5fwzbFyy69qsq0QZtISJzmzctQOR1AjH1r8y1YWkhzVM5MBRL1K8q9dXMlb5DUmNxnMcm+6vNa16QJykOK6kFvpkRvHt+wekmWKp2SR0JW7N4Xg8RRmDCSRxnDKM0xJhRkqTRimuBOFb19SFNW+lflQZdwM2psapsHNmYcuLelBVbRowZcq2yW9mKgyum4+DAO2YBQjMx0OXlr8yOAJr7SWYTDH56jcY/qtfRZ33AQhffoHln/6zuMvdChUjFq7NSv9Pa2VweTEE7wd2LjM8prKvubSfudhPoWlj9GKOV3VwLgQbF0BIWLkhYQwCg5NWfguAVgZPCNbaDV6+s4ErHdZXWty+tsJkMEOlinrNZ2uny7Wbq7hSsvfglFo9YGW1TRYnxFGMVuA4ktX1Dsd7PVpLDa7f2UArG1P4+lfe5dXfegs/9Km3AtorTVY3lwjrAdIRdFZbXL29ydlBn5O9HrWWLTfzyZ/4MEHNZ9yfMjqfcLrXI6z7CEeyc2uTK89v0V5p2sLBgdVfaq+0uHpnCyEEhw9OONvrIaVk1JtwcP+YdJ7ZeJtbm9z40BX27x4xn0SsXlmh0apx79uPEBJWd1ZY3uy+/03/Pm3PAM6z9n3b9t454t1vPWRpo02jVUOlmr27RzieZDqJEEKSJTGzaczDNw6ot0NwJJvX1pBSMhnMiKMETIM7H7nC1VsbPHz3yLqRgKXlOsNBRJqktFo1tm6sEoQ+jWbI0fGAYX/GJEoYzRKMtu4VrQ3tdg3XFfTnMxKdsyEsvEwGa6AB0tL1lD9MF0vq0u1ggYOw1LkUOYMiLz69C5YlrxNUGG8JBFfWaP+xDzH6re/y5G/8D9z+638Zb6n+nlCJy8RQEfZTyO8oYUFRUZ/KcTVZJi21ki1YHnJGpajCXO2omjllioPkLrjiUnQO9FROBAnXulaUyQXuiu4waGFwPVDpAgBgsEyRgkxT6u0U24ywqedaGHxXWLXmvOSDzFmcJA9Odl3B3Cge9YbUfQ9tDMvtGolKiTNDKgyNdo3+ZEaSZEwKcFNhXxTgBjaDRmaKPEmsZGQWbj4LTkrCIj9nKbkwf4pLrLIuJdgphSGtKwoXPMemZJeZU+U9vgRu3LxnB7RSTL/6LUa/9CtkvXN7Hu0WS/+zP039Ex9+b6xNUXizCl0usSeVEy9x0YU5WGVsCiDytO9X92GxX+GKKvdTi8srY2+K/cvvm9JVLDQYbZDKLjJ0ni7uYEuvCGUD5HVmOD4a4yERseLscY8w9Nm9torEai1JKZiPI1vvrhUyH81IopSzwwG+5+C4DtE8ASF4/sNX2bq2yqO3D9m/d0Qc2arzWZwy07aUzPUXtgnqIV7gsHtrg9WtJW5/5Br9kxHzyRxjoH865N5rj3A9h9Mn5xhjuPOJm/g1j4P7x3TX2rSXmzhV0UUog4QbnTp+PeDs4JyDu0fMhhG3PnKVzmqLg3vHdFbbvPDJ2yil6R8NuPutBzboWRv6JyOe/8TNUi3+g9KeAZxn7fu2ZZliMpwxOB1b44mh3qnT6NQRwmb5DM6n1ELPbhfgSMnrX7tHZ6VFoxWystlheb3NeBTx3a8/4NHdY0b9KdEsYTyc44curW6d7WtrPP/hHQ4Phzx4cMrB0ZA4VYyjGCXB8VxSlYI2zKME6Up0llfm9qySbW6SKMobCGchDExBm5dppPYa7QM5/25h9Ko0RHUlmrMVRmADTrGMkStg4z/+IvM3n5Ac9nnnP/tb7P6v/zjLn7sDLIxmtcBkWZWgAnYWBlGUhkIKmzpupEBrjTByAVwEeeFNLlgyg41DKnLQjbRusOJ4RRC0QhBrY1N0izTxCo5T0roNjNZ2SLPF2Fyoqp0bN1kUn8xxlycEmbHp5UYalMamlxuItGVzQkdi0tTGr0iPTBviTBMaOBtMmMYZge8ymsXEiWWXSiYjFzcEyKTNPitATVENvdC6sTEy9nVWsCvCsjVFEl3punIqlemLMRU5kMtRQ1GiQTuCOXlwczEmeRbSAhVQgiRjMmZfe5XhL/0K2WnPzoVWk/YXf5Tmj34GGfgXaY1ikpbA3HDhZlN5f5lBYfG+3KcCUkqdGiNKkG2eApoqJJZ9UcyD4jhFXE7RZwF8cteUUPk/bSUP3ByIO3mcXOh4OEYQ+JKG7xP4Dsk0Bt+j0Qg4PRwRBLYA7/bOkgUtL26j0oxaI8CRNnZHug7xLOF8OOWlT95iY6fL61+d8PCdA1sw83zCwf1T+icD/JpPZ6WFSjXj3pSrd7bYvLqG48oSoAghWN7okC03uPfaY978yl1mozmNTh2lFH7oMepP2F3ZZHQ+tRo636O1l5vc+vA1Hr25h1aGKy9ssXZlBcd1MAay1H7fcSS9A1ubammjC8DZ/jn948EzgPOsPWt/WM3zXJI4Y3Q6JmyHDM9GOJ5LrVVnPp3z+O1DNIL2cguVpDx595iNq2ts31hjNo7orjb58A/f4XjvHDVPmM8SvvXleyRpxpWbqzy+e0aaaFY2umgD7755zN5+j8PDIV7Ns2JdswjPc/F9h8koIck0yTSxbhgBOAKhDa4vUcoCHKPsqtqRDolWCLV4cAsXa4gyMF7FkqRY9kZXnuwFGMqpnyLOpXRj2R7R2uB2Glz53/2H7P+Nf0z86JSH/6d/zOjHXmb3r/4EfiusBCnn3xKXbBZVu1Yinrx+l6l8KV/ylq4yFu8L91WenSUQpZChcUQuxpaDJRdEZsg0eAUrUICBDDJJ7g6zfbm5urIpnuE5iyQKNsnYxC5ZKEnnQMLaOFOyH6qIidI2KDiWBs+V4ApmacIsThlM53TmUybzxJ5f5jBNUrJM5+DFIhGtKSuhC6zby9hbZVkbmQNRdwFgXEegUoMS1r1WZDsV2VcF6LE0oMkZKRbgt7jeMpA8F3KsZkTlYNVUKRRhmL/9Nv1/9M/Ijk/t9Go2aP/Ej9L8/GeRob/4bnEvnoZlio/Nxc8usi0VMFNSSizARr5N5giuUMAup/RlgFT9W4CoPNamSP0utylK0b/qv4IxdYC654HWJFFqmVmV4bouq8sNrm4vMR3GZIki8F2GZ1Me3j3GcQRLS01qdR+hDffe2Gdze4lGw+fx3WOM1kTTGCkEcZSyf+8IgWDcnzIeTOnt95kOp9RaPpORh8oU5ycjWssNgnpAZ7mFH3o8rQ1OR5wd9OmutfE8C0bm04h4nrC8ucTgbERY8/9A8TLLm1266238ms8gLzUxG0e4nkOQl27onww53e8x7o1t5lfg2YK6H8B08WcA51n7t96yNGN4NkZlilqzRmupAYDru2xcXaPRrpFGGZ7vMR7NuHJznXq7xt67J2RJiucK4pkmTRTNdsDG7ir93pje4YjDh2cgoNGuM+hN0Eqxud1FuA6zSWLTJVsBo+Gc6dmY8/MpBkMQuMxThUoVqVLMo4Q003mQrlX9FY7AdwUmXx67jiDDlDE3aaqsO0ZZYGNKmjxXJ9YLGyByoymMyTVniiVpZaA09nNjQY107IF07u8Ir65w62/8DGf//Zc4+Udf4fzXX2f82iOu/Wc/SfdTt0vmpFoFQlTsT46j3rNKLwpY5tI5uUuNXIwFi96c3AorsziIpERSJjM2nkZWgJTBZkblroHCFhbsjCpOys3BBBfP/YI/J3dVFTHQhVuCHGxIvTiucBb9C6PxHYdhFFlhwDyTLJ7bDBIPqwarjC4NviDXqMlTraVrXxeuKVVkQDl2P9+BTFlAEwmD8injbGxucuWiyhIf5j22vdwuckBUXNAiehYu3V+AtHfG4H/458xfe8MOW6NO64ufp/Vjn0OGAQs6pLjtYtFf0czv8/r9/hatql0DZRB6dYpfcF09LXknB0JUQU0VWBXaj0UdsSKw2ACZFfKTwGwUY1IDyg5nJgWeVEzGEfNxgiNgNouZnU3YH01JogyVZDgCeschq6tNJsM59TtbCAHvfOshp/t9kiil1vBxPJfh+YR4GtPq1olnCdOhFfp7/mPXkVIyHc0x2rB7c50XPn6DRuf9U7FVZgduZbPL6HxC/3jAbBLRaIb09s7J4pSXPvP8HzidW0rJ9Zd2ecge0/4U13e5/vIu7eUmJ0/OePDaYyb9KYcPThj2JmzdXKfZqbP0LAbnWXvWbFOZjbB1nPeIbVxoWZpx77VHnO73EYBf87n5oausbHXxfJeNq8tceX6TWiPgwet7PHz7gLARUGsGdNZanO33WdpoU2vWiOcpKoM3v/WQ8XCG0ZrmNxu0lpoEgUe/N2EyimyBunad6TgiyTTzt09I0pTpNEZLQZoqZpOYTEKWKvClJQUKsT/HIf8EaWzNmbm2YMZzBDiSxOgybKWMDyg0TYoAYsMCDAgWAcSFz8LkbEm5IjaU7iwEStlVlXDyAxmBcF02//K/R+fTt3n83/wL4v1z7v7cP6D7mee4+le/QJBTzlX25oJGjrFgS+uFG0sUro7cdVXE2ZgKWwKU4Kv4Utm3BPwc5Kgizd1+PxeTtXFRxmrxlBlDRapvhaXBea99FWIxthIWyr6FcdMXA72Vsfs42JpJSZLi5dozjitwHFtbQggHKawejvQsQNEqB2Du4ry0gYSckcmBTTVIOBJWlE/krJLVvsndUEV8VqE6XShK51f3HjtfsELFTRQG4z4FsRqDmkwZ/fKvMf7tL1uEJSWtH/8cnT/1RWQYLubY0/Rwir7y+7BwNVV2uczQXOriwj2oMik5c1MyLJQ/gTwG7CmnU+yrKwCu0L6BRfkFzOJYOu9Ygcxjb7QxiNRYoFTpx8SgyXh8/4xm3UdFKeP+FBWlOEhcR9I/nVKv+XQ7NVZWWgSBx+B0RJZpltaazCcxk9EcL1Mkvks0S9m8WuO5D19jcGZZGJUprr2wzfnJkFot4PYrV3nhkzdLPRuAUW/CbDJHOpLuWptaI8QPPKJZQpqkjM4nSEciHMHSZoewEdI77LOy1aVRqcn3vVqjXeeFH7pFPE9wPQc/9NFac3jvGOk63PzwNVa2l3j85j7NboPbH71OZ7X9B+r7+6k9AzjP2h9qU5li7+4R5wd9hITN6+tsXFt7XzXM/smIs/0+q1tdHNdhcDpi/94xSxttu/BKFe+8epdaPaBW91nbWSGe2yq5y2sdMAYhJM1une3rqwz6U2bzhPZSna2rq0wGcyajOWubS9QaPmHd48mjMxzPpXc2RroODSEZz+aoTBNlikwZUqWQnoPjSaTrooUhzZeOQhiMtnoZaZqRCoFyQEuB50o0uiwYWcTnihQbr1Lo45jcHVUFMPnD2V54vv+Fh30Bhqz0v42aXVgepa2InTaG+p0dnv9v/mOO/95vc/JPvsbgK+8y/OYDtn7qM2z++U8jg/fS4e+1K6KCw3J3QrHkLo+PtUgF0rgYJWv/K4yuk4OjokR4/nFZ88qAKgqHajBS4OSGSOdgwhSuk8LolnSQDdYlZ2scQKkcfxWAJ9flKU5JyYpxdcBH4Dkec2XnlwMMcqAnXNuPgyDN7H0rM5gLG1+cn/MUFkliBQ4NFxWGBWUdryJTzl7iok6Uydm8UuNHVDLu8uMtbp5GxzHjX/sSo1/9LUxkK86HL95m6af/Jws9mwrgu8DUXJ4Rl9PAi7EvXlf/auyM0e/dv8h6uvx5gZHAjnPRz4VjVIBQ2RdcdE9dAlQWDOV6N8aCGycHO0JRlm+QxnaktSRoeqx2a3jCQfkuKk4xriSeZ9TqAUmUcH46wc/F/7JMMR3OcKRk97kNzo+GzCcHBHWf1a0u0SxidDahs9TE811aSw2OHpzSWqpTa9f52Odf4MbLV+iutsph6R32uf+dxyRxBsawsrXEzQ9f5caHrvCtX3+dLFLc/ugNjh+dcn48pL3S5sqdbXoH5/SOBkxH81LEr738vRWnHde5wPoYbUvcuJ5dYXRW22xci9m5vfmBBDfwDOA8a3/I7fD+MU/e3LeBcKnmwXce4wUeK1tLT91fKxu3UATW+aGHSjPOj4b87r/4JlmSsb69xGwcceuj17j6/CbvfOsRs2nMJ37sRZa3uhw/PsdoTdgI+NbvvIPruWzsLrOytcS733lMvVXj2p1NtDIMzqdEcYZ0Xda2XQbnE4aDCdO5DRw2AhKlUHMIPYd6PQApqbd8js/GaK1zpmXhXTDGxhNoIEmUfWh7IJ0FG1F6fvLv6JzRKTFNHhBZAqA8P9tihIVlKIOQ80e7MYsskQUAyo8TeGz/Jz/Oyhdf4cnP/zKT1x5z8N99idP/72vs/MyP0v3Rl8rimrr8WtWgLVLY7dvKaj034OWpFP8KysfYCzU541StYG4Kl0oBVi6xAKYYB21QUlhF4iqWqh4vb44DgStJlK6MB3Z1Liq75iCj1KXJ72WGzSKbpYl1bUjLyhhh44GEY4OENaZknlRRhLQAIgK0C0UASenpE5TW2zgmz6Yy5b1fXIuNpylLfRQsUA5wqsrDxugFuCk+SzMmv/M1hr/4q+jRBADvyhbdP/eThB96DnEBfVYG5fLfCmC58P57tYIRKaYKOZOXA4oShBZosPiXX3uQz19ViDaW6LECZC4zQZVji+JEc7eUgFITRypKoExiLqka2+94HrSaPtvby/RPx6gMuitNBkcjHFeilKbRDFhaanLl1jq+7/LGNx7QaNZodWsWVDQDgrpPd6XNzZd2qDU97n1nH2MMQc1HnymuvLBF4DtMh3P23j3i5od2yzPRWrN/7wQErO8uozLF6X6PervGxtVVbnzoCo7jMB5MSaYRQsPJo1NOdlcwSvPojb0y+y2o+dx85er7Pnef1hzXYWmjy5O37TknUUrYCP/ArND3Y3sGcJ61P9Q2OB0RNoLyR3G2f85kMH3fH1qtEeAHVqnYDz3G/Rkb11Y5O+jTOxxw9cVtoklC73jA+eGQL/zUZ3juozfIkoxmt46Ukv7JiFe//A694yF+4DGbxiAEZ4d9wnpAZ6VJ73RM73jI29/dI0kygnpAmirOexOMNmTaFn90PElQ8xCeiyslYT1EepLJPMZ1JGiNAALfwfccW7kpkMjQZRRFRDrPFsozgrQG4eWGKjemJTgo3Dsa+0ssDT7vNQKGhQwwBpPm/RpRgohiR40FXCJHIMGVNW7/H/8jBl96i/3/x6+Tno54+H/+Z9T/6TfY/itfpP78DgZh08OBKnIwFy3wYvMFN1vx2lAWt8pTw0u6pAxEZlEfqAAGedq+QSxSvgsQ4uaByAJcJGlqnkoqGAGJsaUbilIHBeYrAY9eHLd0gxQA1HDBHbZQQaYEGllx6k7lu0U/0mY/PbVIqrBUgSnGswSJpjK0ebCwg2XuYJE5V1STL/CJLMY1719pZl9/jeH/8MtkZzbl211bpvNn/n3qn3wFISvApjwvU3FNPYXCuczOXH5dvK+6r4rimMV7LS6CGyMu1JECSi9YM3CJU2MrdKclRrwIZMyCean+uyDKXLg1cyZQalMyOXZKlgjsAtO0udJmfb1D4Ltoo0ljxeZWF0cbTg4GGK2IpykDZdi+usQLn3uOQW/C8x+5wu1XdnjrGw+ZjyPWt5d47sNX2bqxyuB0wqe++CGa3TpP3j4knSV4gYvKFN31DqOzCXdfe8wrn7uDH3i26n2a4efsapZkHNw/YTaOONs7x697zKdzzvbPCZoho8GUltfkyVv7bFxfI0szrjy/jXQk/ZMhB/eOWd7s2rIScYpWGj/0vmcBzd3nt0AIhidDmksNdm5t0Fr6A9Ye+z5szwDOs/aH2vw8HRLsikRn6oJ/+XJrr7S48aErHNw7IksUG9dWufbCNve/u4cxhv7xiMHJiFF/ihCCJ+8e8/xHryGaIWBdYt/87bf49pfeodmpU2+EpIni/HjIzs01Nq+t8ua3H7F3/4w4SUmVtsXzjkeMRzPiJEM4Th77YBmLRiMAz6HVqqEE+KFrU8OlxJUCpCT0PZqNgESlzNBkqSJNzcLwC8AzOZCxhlvKnIEosjyksAyDzGNSCholBwJF+vOFlKc8c0cIy46IHGEUFcoXa9nFdvuxoPMjL9L65G1O/8lXOfkHX2H29gF3/7e/QOePvcTqX/ox/PUuYONvqihCPy3gMwc3F1gc7HnjUqFa7NkAOSshcjtrt5eigrlRKqia0sAJy57UfJdlP2RvMEUrk4+BKEFhmo+bxB7fFICgYgCrno/qaZVhK/m5yCJWqnJdub1+T7ZSqVVz6fPCkJriugumRy7YGCEqfWDsuBUMUDl0+QBXFa6LYplGM//m6wz/xW+QPjm0m9pNOn/6x2l+/ocQrru4B5ew60WPcTGHKm+rQOzCX7EANlpc2H+RsSQujLsB65asMEIX2BcNwzSz8TUqD+WqHhcuurkqjI6sBOwIA74ryJT9PfmFpHFmhz90JVGiS5eqNLbPTsvnuee2qIcew96UWuizutyk26oTSBidjJmO5/iei8RwcP+MhzuH7N7aYGW9zdVbG1x/botoFtE7GjI8nzAbzVnZ7HDjhW3CRkCrUyeaRRw+PGNppcVkNGN5u8O4P+X+a4/wAp9mt05zucHRw1OMMTx4/QnzyZwbL11BOIJxb4J0XE6f9PDrHs1OA7/msbzZ5dqdbU73z5F5zKMfWheaUprTJz0OHxyjUk17pcnVF3dwXAfXc94DdlzP5fpLu5gXP9hFNov2DOA8a3+obePaWlm4DQOd9TbLW93v+Z21nWWWN7toZf2/Qghc32V4OuL1L79La6VFe7nBtRe3GZwOmQxntLo202r/wSlvffOhdR0Zw/B8wnweU2v4JInmt3/pOwx7E2qtGiJTBI5lAcKGx2gEQkgajYCg4TMdR1Y3xZMYKdHGGtLpLEFpQ6ddR84joiQljVNmGLQUxDohMqCKJ7KxbhWTgcpdIqVRKMoTaBAZGNdS+GUBSsConHbwSoojtxL55zlDYjIwnt2stcBxDDoHNZkRuLLiejIWvknPY+Mv/DBLP/4RDv/ObzH4tdcY/vYbDH/3Lbo//hFW//wPI1e7peuqaCY3ZoXBusDeXF7ZFwCvuPZs8R0hDfhY45izMWVascQKsQm7WebwzXEhEoq+ilFuJTYlZyREoUHk2EKbggobk9vVpDIOVP8WY1MwThUhvuJaNJRFMCsx4WUadnFrhSx5mAsxNkUV9tK1VqS3lyeSj4ljFuzM5eDfkiEDnaRMf+cbjP/V75CdWsZG1ALaP/l5Wj/xOatlgwXBF7xSFzqrXKOpbDaX9r0cO6MqIObCPmLxupIKbsdKXAAlRT8IyngaYyxxlRVT/TLYyi5/Zl1NngbpCkxm8IVgtdlgZhKUMohMMU9toI8jbXq+zcKytcmkhHro8aM/8iJ/8ic/wjd/913OHpzheS7T0zG9h2e5+9kWZe2uNOguNxn2puw/POPDn7lNPV9o1Vsh9VbI8kaXaBqjjSEIvdL13lltsXV9jTe+8i6HD05pdmsEjYDpoIdKFbV6wNvfGLG82aXVaZDGKSrT3PrwdZY2bPzLuDdBSsGtj1xDpcq6keYJz338ButXVhmcjRiejfF8l8lgys7tTcbnEx69sYdf8wibAXvvHPDojT1WtpfwQ48rd3bKgpsXZsgPALiBZwDnWftDbp3VNnd+6BaTgWVc2qstwvrvr8/gOLLMuDrdP+fbv/UGUjpIVzIfz7n+0g4vffo2w7PxhQJw58dDAFrdOirTPLl3wrA/5bDZY/6ld3A8h1ojJJnHCAxKC9IsZTqc4zgCTwt0psgyhed7eNKq5qY6JclSjHQwjkC4oLRCKEOmNElqiJIMxxOkDlYbpYzHMBRCfzJnaIqAXZGv3slXjyj7MFnUqBIXl76aPH7DLF4rgxHSiufl37eG1warOrl+js6N/yLhWJT2Qiy12PrZP0X3T/wQJ7/wa8xee8jgl7/F4Ndfpf1jH2X5z/4xvLUOCyvIgvEwF21eAQ4W2eWmggREfl32S0YXmjfGFutKKWtf2b5sLBMKtDRl5lGmDbFJS0anCq5MqbsDhW5OmeGVXzemMu7k51uhcySU6eMlI1EFaXnTOcgovGxUQISGS+4rq0VTVAUv+hSuwQaZ27mBoy8+iYsgkkvIUU2mjH/ty0x+/ffQk5ndtVmn+WOfofXFz+E0bcCoqMTlLAK/KmxLlR4r2RJTMi/lxVwCgQsVw+pJ2X6sa+gikLHjbNnHsmZUAVRMRWrHkN/vynEvARyRgxqRLfCzg42LcrRlP30hUTOFlyucmyjDUfbSHK1RicGT4LqOBUeey+1rq3z8lSsEjsv+vVNcKdFxyunxiMlgyq07m8zHPq7jYDSENQ/TrbF7Y50rt9afCgSepkcjhKDWrLF5dY3ZJAIMh3eP6ay12Ly2ysH9Y86Phpzt97nxoStce3GboB4wH88BSOOUNM1sBpUrydLMqhZ7DitbS3RWW9x85RoH945RSrFze5Pd57fp5ZlbzW4XnWnGgynjsymru8tMh3Puv/aIFz/zHLVG+J5z/kFozwDOs/aH3hq52nDRlNJMhzMwhlqrhud/72l38OCUwcmYD33uOVa2lzh8dEIyjRmejml26yVg6h0N2X9wShqnRDPD+emI89MRzW6DpY0W0wc9dJyxtl1nPo1R2kaPZpm2KzwhMUbZwGCZ4gQeYd0n0xqVZjjSAaHRiWYyyzBCorXCSKyrSoicIbErQlUwNCyez1JQVsI2cLEqtMkDjlW+snQqYKTQlJEid0nI/MtcNNxK2qycinZNAaSUsGqtFtgsUInOKQpjILixzZX/w19i9sZjev/v32L2nYeMfvmbjH7t27R//GN0/uTn8DZXL90hcdn2Lg5asZ32OiqvRXHwgkEwC5YqN2wGkwvXUCZqLQ5hFq674liX8VcBTKBMpy6qr5fupsKN6OYfanuPnDwWSPoWCEoBUgjSPJBbCVPG5JSAM79VNnPKLGJwciamEAIsr0HYjqVjUBdoDbOw3IWsL4AxJPvHjH/ly8y+/G1Mrjbrri3R/vd/mPqPfAIZ+Ivru2xvSxYoH6zqfaluqgIadWlbZR/xFHBjDyEWwKQAwnkqocjANTaDrQA6Va3KQttG5+cgBOXYCoPVsCnOKceDQkLgCzwcHC1ASOquiysksyQmmytIDJ6U1uubaKSyw+oJW2xTZIrB6Zhf+iffZLnT4MndY1zHIUky5pOYOE6pNQLWtrocPeox7E0Iah637mzzsT/2HLX3WbgppTnbP2c2nuPXfNa2l/FDG2e4dXMdIa18xtHDMwya6ShicDqmu9pCK00QuvQOBuze2WLv7UNO9s6RUhA2QpL5CdEkxgtcjh6ecvPDV0tAtbqzzPJWF6NNyRy5noMxhizNyBLF8HTM8kaXRrtOsyM43TsjmkTPAM6z9qz9m7QszXjw+h5ne+dgDJ21FjdfuUr4B/hBOa7D2s4Sw96ILFO52qZP72iAkJK9e8fUmwHLGx2On/SYTyMcz2HzyjJKG+rNgGgeWwlyI6jVQnZvr7H3+JzpNKXdCvCDNrNZgvQlS1tLGATj8Zz52RiTKALPpd7wmfenzE1WZvjgQJZptCutuG+RNiwFjrA2WgNSikURzoqNKYyxzdixwn1k2LoLuaS8RSm54ZNYS5pnV5FpjJsrGytQJi9p4ILSAkeanLFaxOZUYyzsS2uAjIHwhavs/O//MtPvPqb/D3+T+XcfMvrlbzD6lW9S/8Qd2n/iswTPX1+4kwprWkVzVDZdZnMKw1gClGI88h0LxkVT6umU6s8V8qFw/YhiXMziOopTKkp4laclLgKlIiamYHyKsRWOsIwAEkcIjGPyUBNttXM0ueKu7blkZhysFk3O5hhjLh6rOHlha2sJKVBOvn/BphgugBqjNfNvvcX4V79M/NaDsjv/xg7t/+BHqH/ipUXwsCgQW/UG/D4tByKlLlPRLgQpVQZeiwW4KSt65nvkAIUsJ4qK+Jw8wLhQMii/leP0UufILFjBoj8bjGwWqsT5V2X+nwACXJqerdJtjCGLFIqMZJaiI4XMQAmN4wmEa39LnmNNXhwr0AavZZiPIt540GM6nNFq1Wi2ApTRSOkw7E1ptEO662063Rof/ewtXvn0bTa2u08fVmN48s4h+3ePcF2HNFWMz6dcf2mbs4Nz9t49ot1t0FpuUm/X8H2X88NzpsM5GMPa7jK1Zkg8T2kvNXnhk7eYTyKkI9l/95DWcpPh6ZhBb8R8PGf9+ipesDDjUsoLrs2ljQ4b19Y5fXJGEqcENZ/OetsGHkcp0rGlIbTW9A76xLMYL/BY3lr6fReiH4T2wb+CZ+37up3t9zl+eMryZhfHkbbQW+OYqy/scPjghP7JmKDmsXV9nfaKjdZfv7JEvV3j8TsHeIFHo1Pn2gs77N0/4fWv3SOo+Sytd/BrPlef26TRqhFHKVFkA4ZtQDIYbWi0atSbNdpX61x/fpOwWcMJAxuI6AhcV7B1ZQWlFYkQDPpzZpOYKEoRwgoPzqME6QjaQYAyglQpkjRbPP8zQFuQY7Dp4dIRSDd3Wxm7As2EZWTyj9D5s0hrbBBmkgfPuhKUrcBts6+ETQuurtBFDoSkyCl+YZkcgY1zwdLiUliDbIqU88oSXhaLbm2BkzFQe+ka4Yv/S2avP2T4T3+H+at3mX39LWZffwv/2hatn/wsjU99GOG9V0enJHAKBqOaaVXuxMVsMYoviIWLz1zcfuHrsvKZqbwoAQugLei7cMzLp1KcaxnQbMjyCt8ajXQlEaosAmrvl1mcYwXnWTdTcQBzwcDY13rhUxHa3uM8pqfMNMuZHz2dM/nNrzP+td9D9QZ5H5L6J16k9ROfIXj+mg1Ov4xhLqhPV9i8HPBd+Lxgyy4D0yozWB3fIvup6LMAqMV3UstgvqeMQsHk5McqM6iKqVzsUwE5kDM6mIVbi8W9FcbWkkIb0lnKPD/pLE5t8UxtMHkqeHFfTQqeKzFCUQ8dtAJPG3SUsdypg4IoiJnlcyhJFO1OHW9VsrrRJoszrl5f5uYL26xtdqnVfFsjzRgmgxlZqgjrvgUms4Sz/XNaS01qjQCVac6PBvY8lKa93CSaxfTe3OPWR67zkR99iYP7x8RzW9W+tdRg2JuyfnWlrAhey+N8nrxzyLg3YfPGOtPhlL13Dnnwncd8+zfe5M4P3cD1XFzfLbOwwC4Sb75yhdXtJbTSXL2zzcmTM073eggh2Lq5TqNbZ++dQ568tW+fA1qzfnWNWx+5VjJBKlNWXPADFpvzDOA8axdaEqeoTBHkP+Lfr02HM9IkI6j55Q+x2uJ5guPKcjUQNkJmo4i9u8fsvXNIrRkwHU6ZjeY8/4mbHD485fWv3GU2npHGGfVWyM7tXe6/ccDeu8e0uo1cTPCY1d0VwpoPQhDUfD78mVtEUcq7rz1hPk24dWWVlc0OG7vL3HxpizhWPHz7CJWkzCcRcZLSXa7T2lqmu9Lg/uNzRuM50TxFIFBKMx7OqHdCHClZ7TaRgcP5+ZRekl2Iq5DYeBuBpYVVbkDnqX2ae45Nk421NaLFgl0LS9urwiYprJurQB/KlNk97wEKBR1SpiI5Nj6pWJ1jQZdgYRCNKf45uSciZyOqbh8EtRdvEr54k2TvlPEv/R6TL32b5NEhvf/2H9H/7/8VrR//NK0vfganUYfL1rbK4BTnfAHUmBJQLTw0ZkHVFPu8J+W60AVaAJ3q7gsyZ7HkL+I7TPVc8v1KLZziFAWkCIzQxKjCsWW7z6u4X4izMli31NNS/KvW3TMLi17pQ2BKcKTOx4x+6XeY/PrXMJEVGrTxNZ+g9YVP4a52FmdT0B2LC670LxbHr8bUlON86TyLpp+ybzGURYVRhWUZi+0VwFL9TFboMlHdVjm2qJ5H8V6bMgC/ACilwnEJkKxOkMgMWQqRyfAkSC3JVP5DUlYssTyGtAHIWgjULKXTrjGbpdglhGQymTGbxniui+tKlpYbLK00aLbqfPKHbzMbR6xudghCn/OTEU/uHtNohxzcP+Hw4Rk6U4SNgBsv7VJrBLZuUx7zJPK/s9Gc9nKTjWtrRNOY0WDK6naX7lqL7lqLnVsb7N+1lca3bnTYfW7rPc/fpfU2o96EJ28fMDwfs767zNJam713Djh+fML6zgpe6HP1he0LshxW36YDwPJWl+WtJZJ5guu7dNfbxPOE40enNJea1JohWZpxtt9j/eoqYSPg8Vt7TPpT/NBj9/ltumsdPijtGcB51gBLrR49POHg3hEq07SWGlz/0NX39c0aYzi4d8z+3SPSOLU/8A9dZflSvZKw7qMyRRIlCCmZTyM6q03OD/u0luqlkubJkx73v/uI7375Lkppumsd9t49YjKY01nNeOOr96k3fLqrTZQ2vPWNBxghMEqjjWE2TXBch+l4DgZanRo3X9phY3cJhKR/NmVwPuVof0D/dEQcJyRJRjTLaHVr/PE/9wl+6Z+/ysHBOaHvwBDmUWpX7onG9x1mUYqaJSRRalVtpcR3JVpbrRYhgMyQRAo8YW2GNrkxFkhtk2WUt4jLKZrI34s8+wrseyOFjbL1xGK1n69grVGTGKMXKytjI2B17htQyiBzHRWb/iwwOk8rrwae5obRIC4E33rb6yz/zJ+m8+e/yOQ3vs74V34P1R8x/Me/yuhf/BbNz/8Q7T/+I7ir9oFqY4srQKVKKhTvLzMH5We5gb5MRJTdFYZdXAB94vJxKm6h6rVcPuwFv4coMvLzwODqNyq1nky1Fzc/llhsv1hgySwChotjOaaAaYAhOztn9ItfYvJb37LlFADvygbtP/4Z6p97Bcf3AFHFnuX1ihIdioq+Th5x9D5g5UIqOOSuJVGO5YXv6BwcZ6J0N4m87wvp4MLu68j/H3t/Eixbdp/3ob+1dpt9c/L07e3rVg+gABAiRZMiHaZkK/z8PHgOyQM64lGayA7TfgNxRtsD2hEOR9ieKDxxhCKs8MCDF9Z7thx6limJIggCKFQB1d72nHv6zJN9s/u93mDtnZnn1q0CCgRIAKwVce85J3P32axvf//v/31Lj82XWfqXXv973k2ogEQtxMexBv0qA4FGfpyZGaahFCIWmImu6IpUkMY6cZ7MKDDH/6TgWCa1cgGvN8MfBXRHAaYpqVQK9Ltjhp0JhilorJTxxh7diwFr61V295qoNMU0JE4WRlosu4R+SP9yyNnTNpVaCadg0++MOH54zv2v3qSxVuPi6Aq3aBN4IbVWhVKlwOmTC6p2GcsuEgThNafhWqtCrVUhSdJPjbdRSYpTtDBMgVO0iaMUYUiCacBs4rP/0g7e1Ofw/WOKlQKmbXL25JJJf0Kh5LJxY41ipfCJrintYLzQ7UhDak+eOObo/Tbt4ysqzTKjqzHvnn/ArTcOWNmsUyj/aNlXf5HjC4DzxQBgeDXi6H3dTlisuHTP+himwd2v3Hrh8pPBlJMHZzhFh/pqlUFnxNGHJ5QbpWsUaWu7yWzk0T7polJFa7PB5s11xoPDLEQO0jTFn4WcfeeQww9PuXF/B5UqpuMZ0/EMu2gz6k3onIaMelNK9QL+JGDn1iqrWy167T7+LKJ90qN92iMMYgzH4sPvPmFl7Q22bqxx9OiS82c9pCE4Oe4SRSmmZVKquvSvxpw8vWJzs0G9VmQy8ZFCZDlECdNxoL/E/RBhGigUphAkUuqom2wSNYT2kQhVimOaDINo8SVuqnkTlC0NfFKi/Mte5HOkBi4CFi3FabZhpRbuczn1Y6gM9CzEycIQ2YQs5u3mSeaRk4s4AdJEQCIQUiwih5bKEPOfWanHKBWp/Zu/RvXf+KvMvvM+o//9XxIenTH+/32T8T/7FqWvvU7l3/hV7L2txZtkfiIsJnnFtdblvPK2YH1yVLN0/stjPqkzX3FOWMBcojQf8gUT7fJpLi2HUguvmywMdVHKUot1JPraz89LMTcwzDvG8llWfPJvpVL8D58w+cPvMvvT9+eow7m7R+3f/qsU37yz6IzLLxR5M93zB54/r5FPDug+4WmTH+zz1yFa+n0OdDOQknvX5Fqa5S6q5VNS+rRtJPGS0eV8PzELw79lUArI3KdGMdfy5MGoIlELYipZeB5KQCW6xGoIfYORpvpjks7ZTP1eMAVUHBMjTElmIaYhMA0D05RUawX29lqcoLWCIkkxpcRxDO7c3+LOKzs8e3iBN/aIwohC0WUy9qivlEkSDQqcwgL4+LOANFHs39/GLthMBzOaGzU29lcxLYMwiOidD1Aommt11nZXaD+7on3cBWBtd4XV3ZUXvL56jPpTbn/pBuVGieMH50ghcAsOo/6UzRurOEUbp2jTyfSI3YdaHuCWHAaXQ2ZjzZLbeXJ8NpyiQ71VoX3SpVgp4E99Ks2yturojqmv1bBsk+5Zj6c/OGY2nLF+sMrN1/d/5tmcLwDOFwMAfxrM2wkByo0Sk8GUOIpfaNQXBTFxlNDIGJhSrch0MCUO40/UgPdf2WFtv4VKFYWyi2EabOy3OPzghOnII/AiZhNv7v3w+L1n9NsjBlcTTFNy8axHFITMRh6zkYdhGTTW6rz3radUGpeYholbtjQ4qxXZWasSzkIG/RlXl0O2bqzROR/w4TtHBEHIoDPBdAxUYnB6eMXpsx4YUtug96aMJj6zWUgUpUhDa2qiIEGlIW7NASHwY6V1MXlrdz7BJvqOUyRz0+GFT5/K7P1DvZ6JJmdSFlS+FII0zmYAk3nmkEjycMtsg3kg57VcAv3FL4T2BSFjbOYHkE/YeUtwNiEu5j9xHVDMf5eLu39pUvr6GxTeep3gg8eM/vd/gf/hI6Z/8g7TP3kH5/Y+5V//BsUvv4Kwsi/ST2NxcjChnl9GzSfZa3qWT1Aw+bLMGZ2FGfPSNVkGRc+zFGKx+LKWRrF8bGp+GeYp79fqK9nfxtLj14CYLkVFR6fMvvMB0z/5AcnVYL66+/ptGv/2r+Le35+vO+8Ee/50n3u9l1kZlb6AoVnSIl0TFOfWzMuASYmMoVkwNvn6GtwIFhbQIsN8Yt4FFaOud0Jl+zMz0XCaLi7lvCSZd2ZlImUDda30lee3CrVgZubbVswLiUIpjLnmTD9nKkXBtJB+Sm84JgkSDegtQ5N2iaLZKMJWnYuTHpZt449mhElKtz3i5ksJw94UlcQcfjCkfzWm1iwR7a8wG3kkccxkOMMp2IwGU+oZKDAMyd7dzedfOW6/sc9kfxWAUq1A/3LI4+8fYdkWSimefP8IaUha281PrAv6u9R2TF75xl0KZZcP/+QRZ08uMW0Tx9XfubOxh2WbpHHKoD2ktlrVMRGNElenPabD2ScAjmFIDl7dw3Itxr0pqzsttm9vYLkWhimJgghv7NF+dkW5UWJ1V+cBnnx8Rq1V/ZnW5XwBcL4YAFnAmiIKYyzbxJ8GlGvFOW35/HAKdhatMKFYKTDujilWi1hL4CbPMxFSUKpezzNZ3WnSPu1x/qRN6IdEYcL9r97i6nzAO//8A3wvpFQrkKSK9tMOjmuhFERRjIgTRv0pcZRkeiELb2ZSX6tRqRZxXBuJwBj7eLOAi5MeTz4817RukhJFKWEYs7JZYzoKSOMIAXR7I+IwYWu3QXDUI4p8BGKel5WkMJuG2cQsNaNigmlLkALbMQnTlDSFwI8wDZg7tMToslYKSajA1D45psoqBFkXkUgzkBPpdUUe4IhAKIXKbXYNdFiSScYmZF8yClSkMtaHDCikenLLErAzR57FZJjCdffcpTv1pe3mk6Hem8C9fwf3/l3Co1NG/8c/Z/b2ewSPjggeHdFzHQqvvUThS6/g3NrHqNfmOTkLykVcZ3YU159HfPK5F41lcJQvfw1osMSmLK+zxNKI/Do/t97zAGfJs+eFYAYWYuI4Jvj4CO/7HzF7+6NroEYUXUq/9CqV33gL96aeDJfniWtuys+NvBy1/LxaYufmh5YufiWvwcHi9b2mlcnpJRZC4ByszJfX29GAQq8rcnYGjX3yap6l0KXWaMHeaCGyWjh5z+nEBQl2TYic6mXEvOwkkNlnSClFGutyokgErjSQMViWhV0yiEYhyk8gjEltDdBtxyTyY+IkRpkps0nAydMrRKTbwhM7wXYsoiDi4lmXpw/OiYKQV9+6weVxjzRNkVIy7nucPe1QWymTxAlRECMENNerxGGMUbgOIOZvC9OgthSsOWgPkVLOH+td6PL5pwGc9f0Wk/6U3tmAUXdCa6vB7svbzIYzrs76GJaJW3TYvrNBuaGNUNPMhlwbaH46ENHZVfufeHzz5gZH7x/TPe8x6U+58fo+pVqRwAvnes3Pcqr/ix4/u0f2xfhzHY31Omv7q3SOu6RJSqHisnNv61PRealWZP/+DscPzhhejShUXPZf3p6LicMg4ujDU4adEVIK1g9W2bq5ngnwJO3jLpP+lM2DVSbDKR9/5ymDzpjaapVKs0zTNqg0Slwed1FJAljMOyAVKKUVvaZp4BYdZpOAyXDKeOhRHpVorFXYvrHKxk6L8WCGW7C598YeH713Sqc90onkCSC0R8R3/tUDvFlMkjmQNutFpuOAJAVpaH9aoUDFIitHpAhbgxwjVgjbIE30uVm2xCoYRCplHEYkKiv/CLDMjIRJwTQgTvXEqtIs1DFjVLR5np7gJWQGc1k0gxDzasK1CXwOSBREasl/JeutjlTGJqBnm+U7dZHRBsssS3atFztjaXJcPGbvbtP6nb9FPBgx/Zd/yuSPvk3SHzL79rvMvv2uPoJqBefGLvb+DvaNXeydLYxK5TpmWf7jGthZ+v35Y3v+8edZnxdte9mp0MhPZQkdPA90cqZsfr2XAE8OpgSoNCXudgmeHOO/8xHee49QXrDYrWNReOMupa+/TPGte0jbmmO45WHk+VjL5EqOBfIOqKVLMG+7zsfzfz+P7PLSUw5mVIbwcoATs3h9l4HuMnmlQGTgJTdgtrMoBJHo97PIWBmRnUDOIOUC4k/gSaXmbJB+PkdyWWlKKRwpEYkiisCINVtqqBQVJ6SpANukZDtM45BYpRimkTUB6NKUn0QZTk0YX414OBhTsG2kUPhxog1HTcl05GEgWdtuUigXSOIEt2jRvRjS2qhh2hLLsZgOZhRKDpVGmcvDK86fdlhZr1GsFNi8sUap+uk6FcMySOIFxZZk+/+00Vircfetm7SfXTEe6E4rb+wTjH2mwxnVlQq33tinkoGb1d0VTh6c44084iimtb1C+XPmSm3eWKNQdmkfdbBsi9pqlSROmPSnrO21fqbBDXwBcL4Y2TBMg5uv79PaXtEAp+zOBcCfNtb2WlRbFV2WKtjXSlNnjy64eNqm3qoSxwkff/sxJw/OcYo6iNMb+ziuTbFS0Am8az1OHp0TzkLqq1WCWYDt2qRK56rkWVGmbYIQuK6DShX1tQr9zpj6Spmv/PrLXJ50SRLFzZe32b+7yeZei/PjLv2rCULAvVc2aZ91uTzX3hlpkhL4KYmKMSyDaBZyftKjtVGjWnWYeSFRkt0DZ18++WRjZnf9AoFIFW7RolQuYLsWbsHg6GpE2YJJEs0N4izDIM36ZIuWwzgIEJFuGZ8zLAI9yWRdRCLR1HsSK5QlmMc1zEtP4rpGJM2Wybcxn9/EouywnOoMz82I+awrrrd6LwOL56dlBWatSu3f+k2qf+OvER6eMHv7PfwPHxKdXZKOxnjvfoD37gfzVWSlhLW1gb25jrW1Mf9dFguL/TzPuiwfr3jB4y/C49dYF64BQ7XMznwa8zOvjUAahiS9AXG3T9zrk1z1ibN/0VkbFYTXdiWrJQpfukfxy/covn4L6VjzDjCxtB8B82yq+SVVL/i5dP4LcHOdnVHPsTMLViYDMpmtgX5OavYmB8jZstdciWER0UD2fsw6qnLtTCogVqnedpwBHIUOuhQsPI2y0q3Mw1ez8zZT3RUFZK3goJIFKyRTMGJQcXZQSYpIlBbIxgqZKixbl54GVxNIFdV6CQNBEsaEIiZNFcWihRSKxIuxLRPbFKRpzGTsYxoGbsFlfadGs1WiWtef5fZJl+nI4+zwCse1MC0D3wuplV3On16ye2eDcr3E4QcnfPztJ+zcXcctuUwGM+5/7dZcp/P8cAoOw+6Yy8MOxWqB1d2VT2Vv8lFtljEtg97FgGFnTO9igGFqL5tBe0AS78xvSnfvbVMouUxHM5yCw+pO83N72wghaKzVqK9WqaxUOH9ywWzss7qzwu5L259rW38R4wuA85dghH7I5bMr/GlAqVqYI+8wiLS5kxdSqhZY2WrQWKt9rm27RQeec/RUSjHqTihVi7glhzCIuDi8otwssXt3k/bRFb4XYhcsqqqMEJJixcWQgtnI0/4RUcz5YYfQC6m3yqQIxoMZjmNiu7YGOgi67SFSCV5+6wZ7dzZY3W7QuxzRXKsRBjHTscfuzTVe/eoB733nkNCP2N5rIYTEsg0MyyAMhwghKZddXNfC8yMmI4+N7Tr9/ozx2CMiRRoGUaqIsi/ZOEiRjoFpCEolB8u1UakWQqRxiopTLMtkveQy8Dy8KCZK0yyLSBJGMfGSKFSmkOaJ4wid1WSxaEfPk7rzO2qpPT6wWAhcc4vYeWBTNjlLlmZQtQAucB3oLLM415gb9cnn86evAR8QwsA52Mc50JR3GoZEx2cEh8eEhyeEz06IO13S8ZTg48cEHz++9v4xalWsjbX5P3Nd/zRqS/X+T2N7rj34grFEVOQzdhpFpDOPdDol9Tz9b+aRTmek44kGM90+cXdAOhy/eLv55m0La3cd95WbFL9yD+fWNiJz09XgVfE8KZqTZ/OjXgI018pQz59VztQkOYAQ118zWADZTFS+0OTIBdjNwU3OnmQMj8jKQte8a1KBiFg8nz2uUogzcDMXCacqi+Jg7tqdeyOaQhKjOyAJmfs7SqGZTUMYxEmizbxThZVAGmZ/5xdhqWNKCoFj2xRKJrZhEvsxK40yrbUKR0+vSJMU1zGwDIPYCxlHU4TUHZLVmos/1p1VpYpFrV7ENCwmI4/NeonjBxeMB1McxyTyIq7O+2werCGUwsm+i/xZyNMPTnRjxNAjimL89wN27228EOCM+1Mujzo6XTyyiJOE1nbzWmfVp41C2WV9v8Wj7z3VJqZCUFspE/oRk/5k/h1uGJL1TPPzZx1CCLZurtPabn4uG5G/6PEFwPkFH3EU8/jdQ7qnfSzH5PJpjDfx2H1pm8fvHtE97WdtgSm7L22z92dE5f4swJ/4hEFEMAso14vMRh7T0YTt22s4roXjWnTO+jiuTee0hzfxmYxmqEQxHszonPQo1FxaWw32bm/SvRySpCnN1SoKoYVvYUxzo0p9tUajVeXmq7sIIbg81p1UcZIihWDQGXH3jT3e+Ppt1rcaPHj/hDCIkIZgfatJtzPmW//qAXGSUKo4TMcBjp2yulnHtEwsSwOYRBkYhoHlgBckREmCaRoYhsSyTNZWKmxuNThrD0hNSZgmNGolvCii5FrMogglQNqSGF0mCtNETw5LbESeT4VAC4TTOWrQvxssZoxUZDlWqZ4ZYrg+85NN/rkYOvs7bw+/xs4slSPyCUQ+9zwsOrny5/NtvhBkZItZNs7NA5xbB9kjgjQMic/bRGcXRGcXhOeXRGeXJP0ByXBEMhzhf/zo2naE62CtrWLUqxjVCsJxsrNdqvNco0EUpCkqTVFhROr7GrhkP5Xvk0y9bGb+0YdwbMzVBmYr+7dax2jVsbdbWFst7TCcMT/54cxx2dLPF5WgcoDzPLBZLKNfJ5W7B4vM1HChrl4qO7EAuzm4SZeWgev6GiXmZSORORELyMqYAhkxdxnOO6csQ1c+SUFEYOT6GqVQuT5H6J/CAMsUGAiEkri2gTeNSGOFqcCUYBsmCjANAVGCTfaYUiQWxJH+zBigo03iBKWEnmyFwhAGjWaJcsFBJSmdyxG1WoFv/ModoonH6WGXcX/G4GKETBSFks1oOENKQcG1EQjiOOXqrEe14TLpT5DAV3/jVaQQfPTOU2zbpNwoUiy7rGw3GPcmeNOAq9MeaztN1vZaRH5I+7TPqDelvlr7ROmp3x7gTXVrN0D/csAsy536oe8/Idi9t8X+KzscvXdCHEV404DOWY/V7SY7dz9dWvBnHbZjgfNJk8+f1fEFwPkFH9PhjN7FgJXtBoZpEPohV6d93JJL73zAypZ+fDb26Bxfsb6/+qmU6g8bw6sxT957xmzk4U8DQj8kVYrx1ZjAj7k4umLUnVBulCjVS9z90g2iMObk4XnmSRNw45Ud4iTBnwUUy66uGUtIEsXGQYtyvcyTD44JZxH1RoWVtTqVRpHe5QjDlHQvR0RhwtnTDkJK+p0Rq9uNLH1cEEeKcr2MEoLORR/TNCmXHHr9CZdnA0zToFwvUqsWuOqOSeOUUtHFUYppGCIwcS2BJQWmY5IISanoUHRsbNPipRvrNFYrjIOQNFVc9MactQc0Ky6rrQox8P6zC8I41hWk7EZ67micMwxhNgkqoR10BQhTIGTWhjsX7CpELBcdQMD8tnYOYOQScFHXgcyc1BEL9+F8G0l2B5+v+vx3Zn73/3wpKR/PP5aLigHDsjH2dnD2dhbHCqSeR3TZIbpoL35etImvuig/IHx2As9+tPfj5xpSIgsuslREFl1kqaD/lUuYrTrWagMjAzOyVFgIpgHmrMyiTHit/CSu/w2fZGdgUcZ5EfeUg5g5GM5ynq6Xo55jaRKxeG2XypIizemizKE4K1GJbB2RoMXDucg4Z3Qy8J0puhCp1pBJgCjD3pkwmHwbGdgB/beODhFYhqBs2zi2ZBz6oMCxLO3tIqBadgkC7UWVkBCHCRKw5qyBwBKQIDBR2KZJGisMQ3Lr9gavvrZDmihmU5/dg1VWmiX+13/4ryiXXSTQXNWMh0KXigoFG8cxsSxB51mXUtXl4N4Wo+6YwdUYfxZSbZTY2F1ldafB1sEalqPrv5fPOrSPu6xuNzFMg+5Zn9APmY5mHL1/wrg3Ye/uJvUldlxfp8UbQkjtPfOjDiklBy/vcvjeMdKQSClY2WwwG+tO0+UswL/M4wuA85dkLBC9npHSVNevZXZnkYOfXHX/eUeappw8OCOcBqxuNwm8kKfvPyOJdCNnfbVCmqb0Lkdcnvb5xl9/k1qrghCCyWBK56RPGqdUGkUq9SL+2GfYnRDHKXt3NvBmobZHTxO8SUhzrUqi4PjRBbt31nntr+hE3OPHbU6edFAo0kShlOLG/S32bm8wnfi4BYvWWgWVppwcdum1RxRLNk6hQWuzzu37m5yf9Tl83GE88nUyNzpcs2Sa+EmqA/Eck2K5QKFkUyw73Lqxzvpmje3NOkoKuoMJT4+7uEJSLbq8tNGguVLknUeniATSWOtuZIoGKeiuKpWFdUogDUE52hlWKd19ghBaw5G1gWtrdd1JgkIDnRx15OwBImsNR7M3yx4lQsxLNbnhm1jWb8Bc3/N8+CUsbWe55LU4Av3QC1yHr40lwkW6BZz9fZz9/euAIImJO12idodkNCYZjVFh9BzVocXgy9sXUoIhEZaJLBQQBVcDmIKLLDjIclEDFtfJIhCWVwax3F0Gi+efAzdCLq2z/PzyKV8r/V0/76VTmD8+Xzxn5nIws8zUqaWfywxNDmjy55bBigKRg95cBCzEgp3JgMwc/ORlobwcBItSaQbU5vENUrM184qmUvMYh3mrtwSMhEnoY0qBo9sNEehIhWrBYbVQIExNeumU0dhHRdqjyLQMbNugWilQtCXTcUCpYFOpuKSx4q2v3+Q3f+sN1jdqJIlm77rtMR+9c4iQcOv+FgJFsWCRpCmNlTJplHLy+II0TiiWCwQzn/pqFce1qK9WaB9rDY5haFNN0zI4fnCmO03rRbZvbyCkpFIr8uj7z0jjhCRJufHyNo21Kv7Y5+l7J7z0NWfu9l5rVTh8/xkf/ukDFIJiucD+yzt8nlFdKbN+sKrLZJZJsVZg2p9eEy7/ZR9fAJxf8FGsFmis17k67WEXbMJZwPqNNVrbTfoXA65Ou7hFl9nYY+PG2o/N3iRxSjALKVT13e2oN+HqtI+Ukt7FULecuxZJPMaf+nhTnzRJkYakvlrFLdm0T7RLcGO1BkLQPu7RWKsyHekSllOwefbogjiKKZRdpiOP44fn9Nsj9l/a4u4b+5w+7XD2tEN9pYxTchj3Z5wf9wDdJqrSlEarzMVpn8lgxsZeg90ba1x1xhiG5O7LOwgkDz48J8ha3E3LII0U5YpDo+QyGfsEaYLjGNQqBW7dXmN3v0kcp/zgvWOennQZDmcIy+DgoMmNcoOz7phOd8zReZ8kirGEwkQwS9Xcp0WmOp08BzmCbHIzNEA1UHMz4zlQkRocpZmoeO5OjMgiH/RfEr3thcB0aVaVuivLllJXI1TmpaMy+8BULPKtlktRL5qonwM5wBIrlAGI59e/5nXzAipIgDBMrI11rM31F78BcwbluTF/5EVC4yXGRV/w6+DlGrh50fIsAZv5g+o6mPnEYYnFA+r6r9eezZmXHEQsl5YSoUHochkiXVpRsQA3SyUrkf29HHAJzMHxwlk487hJFtsWWbkqZ3VkDoKyRfLOKCHzbQCpQkaLk1/Op0qSlDhOkQWTatEliRMECtswKSHxBj6Bn1KwLZy6ZDqL5mUkUwqqJZtoElC3LRxpEHRnlMouRqJI4wTfCzEtydHDNhfHXfqdMaEf0bsYUm0UtXi2WeFLf+U2F8c9/IlHfbVMc7XGs49P6V6MmI49qo0Sa7sr+jKmKRt7LW2aN/EpFG3OjzpMBjO8iY9pGTQ3qviTgEFnhFt0kFLSWK/RPuniT4M5wJFSO4YHnhalF0sO0ngRDfrpwyk6rO20mAynlOtFpsMZpXoR51NSzv8yji8Azi/4sGyLm6/vU6wW8CY+5RtrrB+sYTsWt9444PTxBcE0YGW7ydat9R9bOGZaBsVqge5FHyEEZ48vcQsOGwdrSCl58t4xlUaZ2koZIQSnj9r4XkilVsItOdx8ZRen4HBx3KFYLvDKN+5wdT7k+ONTxkOP9d0WdsFCmpLTJ20uT3tcPrvCmwQ01ut8+KdPuTzWjEycJEzGPomC6koJlSgmQ48H3z/hg+8dMuxNMG2LOEpwXJvu5Yiz4x6BH1Eo2SgEW1sNypUC/e6EIIyJ44QossCPWF2t4JZdpIRS2eWXf/kew5HP4VGb9z48Y+aF9AczElI8LyK1YDQNiFTCzA8RhqDo2IyjQN8xS0iyT2J+d5zlXy4CB7MJL1ULNkXrRPUfef5PusykZH45Qmbi5UyzIVJ1TYejYv2FG89zlpZKG1m5IS9jfLLsxBLllD3wfKbUNbGJ+OQ2fjzSUI8Xgavnt/8cK/OJ35dBmXzu+eeXWV526RrNiaTchS5jzpZB0QL4PEfdPM/apDqKQuUt/HOTvex3lnK8lpmc5dbvOeND1hElFsBDZSAnyp/TzM48KiEFmbMwWffS/DVKlxicjC3LvQ/NDExJIXRUSNZ9mCqV6Xaya5Uu3tcqTDGslLJlYFsO3thnGviUChaGIYiCGMOQtFYqrNaLSCFQccrWegWVCk6etjk77lGrl6jVCnz07hFPPjhhY7OJaQqKZYfbL+/gFteJwoR+Z4xTsLn/pX3WdpoUSw4vvVmmVHI4P+xw+MEpYRgipKB7PqDRqvC1f/01GqtVEDAdzDh/2mZ1u4EQArtg0z7uEgURlmNx87V90iTh4TtHOrR3FiCkyFK7F2+ufnuI5Zi88a+9AmgPnO5Zn9bWZ3dRLQ/bsTh4dZfjj07xJj6lurbu+HFvUn8Rx08N4PR6Pf7D//A/5B//43+MlJJ/99/9d/lv/9v/lnL501Xi/8P/8D/wj/7RP+Ltt99mPB7T7/epZ866+Tg4OODo6OjaY3/wB3/A3//7f/+ncRq/EMMtOhy8vPuJx0u1Ine/fPMTj8dRjJDyMz0Znh9CCHZf2tJBbWd9Qi9k8+Ya1aYGNI++f8i4P6XcKLKx32JwNeHk4zPuvXWL7nmfwIv40q/dB/EySZRguxqAvNeq8MG3HlKoOrQ2G9TXqoz6U4ZXE3wvYGWjzo17myRJysffO6JUdTEvJN5klpkQOnzw3Sd8+198zHg0I/BiZhMfp2iBFHz/Tx5rvwxDd1T94LuHvPTaDi+/sc/5SZdy1eXwcYc4SSkWHWKVcnbWxzAkTsGiUinwznefcnB7nXZvghA6pFOhiKKEp8dXGK5Ba6WMYxiMZgFpkpDahv6ih3mpKMnv1ucdUVyzbCEFA0EaqrkxndAtKfP5TBvEZWukAiPNn1umChaTn37tWEyOucAiL2lkE6DKU7IV1wXLS8eWbW2x/pLLc/7UJ9Zb/vtFpawlwuNHGvnynwA5z/18ARvzwt9fBOiy557X0Ijlx1SO5RYxGs8f4oJVeW5beSlqCVRo4CIXr1sGrkSKFqPHLEBomjsSL9YXqUAsl7oyfYxu8xYLn8dkKYUiZ1zm56TmsQlC6J8yExVbhsA2TKRS2IYglRDEEUmQ6DiGvBSblapkJj4zY0U8DkiKBWbTKamfIBE4hoVbtRkNPXw/xFAKx9ReUyjwJiEHt9eZDKaM+h6ra1WKJYezww6kOkplNglI4hTLNrnz6i57dzcwDMHBnQ12b69po74oQRqCOEg4/vicxmoFy7FwCza1VoX9l7ZYWcrXm2XRJnGUYNmmtsjIHH8Hl0MdlaKguVYjCmIG7SFRFLN1c31uvgdkGXWLN5eQgvRzaHDyUW2Weenrd4jDeO6i/MVYjJ8awPnbf/tvc35+zj/9p/+UKIr4D/6D/4C/83f+Dv/oH/2jT11nNpvxW7/1W/zWb/0Wv/d7v/epy/3n//l/zu/8zu/M/65UKp+67BfjRx9RGHPy8Rn99hApBVu3NljdXfmhivwkSfHGHrOxRxLrsLhKs4w38Rn3JgR+zM3XD0jjhK1bG0hTcvzwgq2ba5RrRZ19dT5gNta171ylb5gGr/zSbQSKfmfEuD+lez5gfbeJMAz6VxNSpTj88Iw4TjBsi61baxx+eMZ44BH6EaOhz6DnEQQRdsGh3ipTKDv022P27q7jTSMmw4B602Ztu8FVe8zh4zYHdzdprdcYDj3d+VWwCKMIpRS+H1KuFFhZqWC7Ft/90yd0uhNClTKZ+QxHHimKIIgJ4gSRpnTUGMOWJHGCEhB4EQgdxKmkQCcp6zt3kS4RHVlDzpwcSbI7ZANEqhZiVZlNsEkGSrLJWQhIcp1INgO/iDARGQsjlcCUgkTpoM65liLXdWTHoV+gJewxBxUqYxnUktdKtg3j+uqfGM/peD4Bbj4L7LzgOfWixz/jrSzEp23kBetd2+ZzLE6OfjLihXiJtRJKv97Z9Upz0c383LMXLkmz6yezduglcLPMAqmsbTvJXsDlay4ygJKIrJ07Z4EywJOXm5LFSzdPC89BVZgb7rGkywEZaaAiEBgy85QMYqSQrK5UmM1CwjDAiHV8w/za5NEPBri2iYx0yKNKUrxRoH1zpGQ28anWHLY264hUEU59/LFPteriFl0uz4e4BVtf4zhm2BsTeD6ToUetXoA0xbZNhpMJTz86p1ovY7sm9790wJ3XdvFnAR+//ZTJcEYSpZRrBeqrOmqhWHJZ3W4yGUw/wWiXagVA8M7/9QHCENRXq7zyV+5SKLmEXsTJwwsMU7K+t8r6/gobB2v6M68UF087VJolzWSvVmkfd+md9xFS4E9DnILD43ePqDRLtLabPzKbbhjyU92T/7KPnwrA+fDDD/kn/+Sf8O1vf5u33noLgP/+v//v+Rt/42/wX//X/zVbW1svXO8//o//YwD+8A//8DO3X6lU2NjY+Eke8s/dmI09zp9e4k98yo0SK1tNkkhnrZTrpR+r1HT66IKTR+dU6mXiKObJ94+wHJPGev1T1wmDiMP3j7k67XPy8BwhFHe/cgu36NA+7ZGkitWdBne+fMDlUYfh1ZjA0+nj1RXN5iVxihDyhcfsFmzuvXWTb/2T79O7GNBcq1Jpljh/2qVUc7Fcm153jD8N2Nxr8fCdI5SC1Z067ZMBcazZGSFi/KnPxNJ5LlGU0G2PSNNMMFxxME0Dy9KTxPlJHyEUa2tVkiRl6oWYhmQ6C5jMQporZdbWa1xeDjk7G9IbzlCGZOQHTGchwoBYqcyFGGZejPJAWDLLiFKYpk4kD1UKiUDmpRSl77aTzKTPFBAsl0ayu21liPldtspayOcERn5HLkEmYs66qFyk/HwVCXRpDD1xuVLgpUvEjMpOZBncpBlouQYCMgZnueaS7ytZ3hk/GoBZPtYfCm7yGZ15ZewTACzlenv7EuOjlg7tWolueUcLxLdYd75v5s/PE9VV9l/Ojj3vM7TMyrD0fJLRc9HygS4fR/Z3zLxzKgcsc3fqjK3ReU7Zdp/X2GQOA4LsfZSvG+tIhPwcjUyQrPNSMlCUoSITNKsY6/dDfzDD90KIE2SYbZMcYOvOQdcycRAIU3Jzf5XOxZBpoigWXQoFE28S0u/NePP1Fd5884DTow7HjzsYpsCybeorFYa9CVGYICSEQYw3DXRmXT/l0WCGAqq1InGUEIUR+3fW2dpvoZTiaeayrkN8BwhDUKoWqFSLrG43mU083JLziXJP93xAEsWsH7SIwxhhSAoZIPqVf/urdM56qFRRqhSor1WZjT0efu8ps6EHQnvY3PnSDRprNW6/ecDVWU93nHoR4+4If+JzedgmCmK2b//oc1wuqP5Zdxb+8x4/lavxzW9+k3q9Pgc3AL/5m7+JlJJvfetb/Dv/zr/zZ9r+f/lf/pf8F//Ff8He3h5/62/9LX73d38X0/z0UwmCgCBYWKaPRqM/0/7/okfohzx+55BRd4xdsDl/fMn74cdUGhVMy2Btb4WDV/Y+NUfqRUMpxbA9pFQtUszsxTvHV8zGPo1P0XUCXB51uDy8otosYxgSfxYw7k1Z32sRhjE3XtlhdUcn5FabZUa9CSpN6XfWuTrt0znpopRgbW+FUv3FrY1u0aG5UaPeqlBplJhNfIQU3Ly/jTcLsAyJWlHc+/I+3/m/PsIyJQVXdyx40wCEolwr0O+MicKYIIiJwohgFiEt7d3TPhvSv5riFkxW72xgGHB1PsZyTaq1AtKQ+H6EY5k0GiXK5QKTacDpaR9pQLHoMBjOsBIo2CZeEGntgSMxhG56yq+zSNHC3hhMU3t4JBKiVLMrKp+Es3Vy81a1NNnnd9Iqc07LS0nkZat8xkq1wFgkat7VDSyAQxYPoTeqf08QxIYuR8iluRTEYrpP1bx8sUwo6OeYl9j0SS+/muIajpmTJvl+5ttRi209r4tZHjk4yJd5ngV60XrLeEFdf0y96Lml9eclp3w/y0AneW5H6rmVE8Vcj5SDreV9KCASGrDkqCPm+jrL28+8ajQrI+fsi1jab27Gl4uTc58ac3n/IgumV8wzrQwFebyCzETGKgM3IlpcbpGdl15O04lBHKCSFENJVJJmrCNIqZCGQApBo+RQKri4pkG9WmRwNcWQAteWrLWqTAs+1bKLI7WFRbnsMuhNCYOY9Y0aOztN3IKlPare3MMwJcP+lLf/+UeM+xPNTBmae2qslNm/u8HN+/rGejrymI19UqWYTgK2bq4yvJrgOBZRGOFNfCzXYu/OJsWKy/IYtEe4JYeNA22g1z3vM+5PWN1u4pYcdu9cD9nsnvXxJgFr+y0Ark57dE56VFcqNDfqNDfqtJ9dMboas7rbmneVto+v2DhY/aHf4UopOsddzp9eksQpzY06O3c3vwA62fipXIWLiwvW1tau78g0aTabXFxc/Jm2/R/9R/8RX/7yl2k2m/zxH/8xv/d7v8f5+Tn/zX/z33zqOn/wB3/Af/af/Wd/pv3+LI3pcMbwakRrR9OY7WcdOic9tu9sYpoG50/aVJoV1nZbP/I2hdC+LpP2SEcjCC1kXBbGAfPAuXzMRh5O0cYp2rhFB2/i6yA2P9TbXPqgOQWb1cyKvLXdZGWjTuBFWLbJymb9U+vHUgosy2Ay0x0HhmVSKDvEUYxhZXVnCaVaia2bLS6e9aivVRiNPCajGVJKTNPEtAwMQ2BJAyEEUZxkQsusKSlVeLOQ06MrhKm3OR56eH5AuVqiWnForq6RKEWnM+LpkzbTaUBzpTTXBtQqBSorRR4fdUi8EKEUluswDUJybW+q0KnfmemZKQwiEvxMlEkWvGkKrZFI0QBJJc/NmVlLrr5I2XPpEvGQ3zGLLCcoUnOwotIMMOX7XJpolQKVe6gIhbBeUKlZYijmpMQyS5L/nh2LQs1nxRx7saxPkSwJpzMgke9sXp97brvL45oGaGnZ/DG12L8GRM+xM9eumeIT4CRnZmABOBTXl/3Ez+wazhkcsQBkOSpMl1iheau3oUtU+bnmx52VunS5UMyZGvGchgb0YzlgJQEj1fEK8xwolXXNpSkq1odgpPozYOTHmaCtJBSkEYhYMzeaoEvJS6bAnEkUqSKRiQ6NDdXiOucgS4DrmtQcl5fvbrGxXuPp0w4y1UDIHwe0kz6WaeLUClydDzg/7tJsligUbZqtCrsHLcaDKc2dJmsbVQI/or5S5uzoiuOPz1lZrWRstsS0JM3VKs6SOV0YxFyd9rg87iGEoFhyMCyD+mqFWqvCndf3MW3jhSDBMCVxtGjDjqMU4zNurnXJfvFmNUxJkvyQNu7n3cI/YwzaQ5784AjT0t9vh+8fg+CFmsu/jONzAZy///f/Pv/Vf/VffeYyH3744Z/pgH7Y+E/+k/9k/vvrr7+Obdv83b/7d/mDP/gDHOfF7XG/93u/d2290WjE7u7P8RtACITU/icpKf40wC3amdOuBidx+PncWQHqq1U+/tNHPHz7CaZpcOtLB/PyVOCFnDw4Y9yfYLs2O3c2qa7obqLOcQ+FYmWrydVZj+lwxrg3YfPGKrXVF+ujpJTXOgbSNGXcn6KUolhxr325CCHYvrXOk/dPaJ/2EAK+9puv8vE7z3jwPR2/UGuVefbxOU7BobVRI4oVW/styrUSw+4Yf+azsdOk3ipzctzDNgWlSoFRbwJKsdIqYzg2o+GUXmdEpV7krb96j+nY453vHNK5HLG5VePqfEBro8bO7gpnZ30c28C2LWKV4vmh9tSxTbbWapy2R4QiIY0TXRqQaIfXBBS6TTSKY9IYooyF0SyNbtMWAqquwzQOFvOdWpo3swkjBzbPZxmR/SmFrtOLNNEgwuBaJMRcsiOur4fSpRYVq3l7+BxfGFnH1gvKXWTHiVhimDL9x5wcUfnj2SpL9NIyYbH4nn8OkMAnznXxZuIamJqDklQt1knzHT0HnD6B5Fh0Jc0B0jIafO4glgVOOZARGWrLEe4yAFL5NsRi3YQMfWacWbJ0oRTaVC9r/VYKLVbNAEkenTAHFIl2J14GIjLN8IlKsTIwmsQKmWllVKQ9pORS8KWRbw8QKp0fi8jKlkItyqWuYaJUSpzGSKm/q1IUaQK2hGaxgKskTz88J5qGFB2T1WaZtXqFqReQRDHBLOSVV3ZwCzanz7qcHl2xs9uktV4l8GOKJYdGq8jm3goPf3DC4w9O6XfGmKZBfb1KHCb0O0PiIGYymM7fU6EfcfrkEqV0yO754RXexOful/ZRCGorFdzSp7dZr+22GHUnXD7rglKU6iVam/X580mS4k99QJejaq0K7eMrhldjrYeLUuqrtWvbrDTLlOpFrk57WLaO0Nm/v/0jMfCzsU8Spbglg4unHYZXI33zu9WkXC/90PV/0cfnAjj/6X/6n/Lbv/3bn7nMzZs32djYoN1uX3s8jmN6vd5PXDvz9a9/nTiOOTw85N69ey9cxnGcTwU/P4+j0ijR3NDeNqZlkMYpdsHKxGoBCB1Q+XlGEif0L0fUVmu0tpsEXoRAkMQJaZry5AdHPHz7CSBI44Rhd8ybv/YKmwer+BOf7vkAgDd/7RXW91sUygUqzetaIH8WMGgPSeKUYqVAY11/0OMo5vCDE67O+qhUm2DdfHX32hdNfbXKvS8fMBv7SClxSjZJnLC+22TQGXP6+JLZxGP/3haWa3H88AIU1JsuhiVZ22qwsdtk1Pc4etzBsMyMYbJICUBItnYauK7JZOwhFEwGHuPxDMOQlMsWUkqCKEQYkmLR5qWXNnnypIMfpUynPoaURHHCaOCx2qqyu9+iM5hy0RnS7o9JFCSZoFMphSkhVYsJT+T+MykgFSoWhGG8CDXMbvaFYu6Vo4wF6TC/28/1GDAHIFGULFKidXzNNSlMCotgzmWgI9Blk2xbAuZeJzIh01dcz1dSS11WIl/mOSAkYEmbscQ65csu738OLMTixyc8apa3n4GZpTLftbLT8u/zutTycuI5PPUcCJqzOsvLZL8/D3ByRmnO1iytlwMng3lIZS4IJitjag+ipcOIyXQ5clFeTJh70ki5xOxkYGdhtKc3I+dOx5rpcQwTDC389byQOFQYefAli0lirl9W+r268LsBkSgdoikEzVIRw5BctUckSYqRZkaWQuEg8AczAsPAsiyG/RmNRoGSa7Oz1+LybEAcxZlZJxSKDrsHLQadMcEs5tmDS+IwoVB22Nxu4Ba1A/Fs7FEoWOzeXGM6nuHNAtI4ZefWGqWKy6N3jnCLFpZlMeqOufPmAVsHaxw+PGPQHlMou6xs1Kk2SoRBdC04eHnUWhXufuUm477umKyuVOaJ4bkesX8xRAhY2Wqwd3+bW6/vc/nsCqUU27c3aW03rm0z1+U8eueQ/uWASqNMufmjNc4YpiQMQvofDwi8kDRJmQ5nPP7+ES//0t3PHa75izY+19mvrq6yuvrDw7u+8Y1vMBgM+O53v8tXvvIVAP7ZP/tnpGnK17/+9R/vSD9lvPPOO0gpP1ES+0UepmVy640DqisVIj9i+/YGw96EcXeCNATbdzZpbjZ++IaWRuBpa/GNg1Ws7MPdOdbmVELA43cOGfdnFMsuURDx9PvPOHh5l80ba9x+84DNm15mEKcZF7fkXgM3gRfy+J0jeu0BhpRIw+Dm63us7a5wddbn4vCK5noVaUi65wPOijY3X9u7doylapFStYg38Xn83jEnDy+xXIvWVp0oY6yiKKF3NiAKIoQQDI4n+F7M5o62URekpKmi4Bg0WmVQisnIZzSYcXp0RaHkUqoUOD/u0b7U5TrTMXnjrQPK1QIffXCGN/GZzgKuLidMBjNM18IxJTu7DaqNEqOxz+5ek69+9Sbt9pg/+s5jvA8jgkQnGgdRggKKjkOgEoI4wchLS/ndtQRpgZkK/Ghx4z9nr2NQJnOh6ByYLAEJQywmoNxtNgcS83k6Yzvm3iZqqeqSAZocYOSmg2qJKdCbE9fmeRHrrK15+/nSfuZi5/l/+oTm7NMcbaGTvp9v+cqxx5x2WioRXQNnC4QyF8+KnIXJS0L5YuL6Yy/a1nL56RqwUYttLL8Wy9tI5WK5zI9mEXpJBmw02FiY5y0xXjkQysCNzK9Zlug995gRC3YvN+abh8wrhZmCJWR2iRWGkpAq/CBEpGAqgQoVMl5adwmUymw7ul6agzaFEesOQGkJCFMiP2Jts0YyixhPfBJ0R5NIFK6UJFFCGKWUypJS1SUKUwzT4OnDc2azCJG5BT/+8Jz4dsLgakK54tJoFumcD3GLNuVagTROOfr4nMALuPOK9n/xZyGd837mMlxgdDXh6KMzPupNOD+64sv/2n2GvSmHH54SzAKQksZqBbdgM7wa0T3vU6oWOLi/rTs6XzAqjRKVxifZkfOnbdpHV9TXa4Di/EmHYqXA5s111va0XCBJUoadEVEYZzczijRNiYKIKIiwXRt/GvDk3UPufOkG1ZXPBjqN9TrFaoHH7x5qr7OxT6FS4P0//phqs8yNV/c+c/1f9PFTgXf379/nt37rt/id3/kd/sE/+AdEUcTf+3t/j3/v3/v35h1Up6en/MZv/Ab/8B/+Q772ta8BWrtzcXHBo0c6ZO8HP/gBlUqFvb09ms0m3/zmN/nWt77Fr//6r1OpVPjmN7/J7/7u7/Lv//v/Po3G55vQf57GqDvi8btHBLOAla0mN9/Yx3Zttm8vBG1JnOBPfYSUFMru5w5bMy1dc/anAZZjEXgh0tDBlkmcMOlPcQsWlWaZKIw4e3jJbDQDdDt3uV7k+OMzLg87JImi0ihy47U9SlUtHB52Rgw6Q9Z2VpBSMuqOuXjaprXdIPBCDFPOgZVbcj41eC5N9Zfa8GpMc7PO2dMO07FHmipsx2Y69phNfEIvZvvWKk7Ro9ce8fj9UyZTn3F/hkQx6k1JEw3Gdg5WaGxU8aYh0hQkiW4HNaRk5gWkKmXYm+J5mu72LYtUwng8o1C0iWKFbZusNCu89uYuYayYTQMmkxDbMQiDiHK5gBFEOiE5DTKRsSJOl8tXiwlK5WxJ3taLQhjiGgFBote7RkBIEMYCwEiZsUYZ0JEsqipqXkLhGjCag588KDEXL2fLLwuP5xWaHNBkoCVnZ5RSutMqB2+KuYlhvrM52Hm+AiWWDtS4jkPyfc27lV5k5jd381UL0iZBl3fz7c6PQ1wDV3NA8jxgWhJkf0IrkZebrqG9545lfh2EjpFIQMZKZzRl+VIiRaPT5aEEIly8J2SSAaBoad/Za2DCnK0zASz98roYiFSHSUqlsAS4toUfRURxQqzUHGDN954BNpERTUmo5vYEpAqZi+YF2KaJKaHs2shEYCNZrZVQgG0ZuIZgOPSZBQmuJamUXMolB8swMKTgo8shBtBaLbP7lVU6lyOSOGX3ZgsTXXZPI0W9VSaOEkzb5PKkz8WzKyp1HfHSXK1RrrhUKi6D7oQn7x9j2xa1lYouN//Lj3jy/gmXTztEUUwcRtx584DTB+eYlmRjb5W+bZLECa/9lXufiwmfjTzsoj1fx3QMZmN//nyaphx9cMzF0w6hH9I+7lKqFKitVbk67VGuFdm7r+MaOsddeheDHwpwnILNnS/dZNgeMeyOSFwbp+DgT3yOPzqluVGn1noxUPvLMH5q/NX/9D/9T/y9v/f3+I3f+I250d9/99/9d/Pnoyji448/ZjabzR/7B//gH1wTA//qr/4qAP/j//g/8tu//ds4jsP//D//z/z+7/8+QRBw48YNfvd3f/eavuYXbYwHE/75//JNzh5fYmW6lHF/wpf+2mvXQIxhGpRqP17NNYkTJoMZxYpL+5muSRumZPPmOpVmmTiMaWzUuDrrk14MSNKUcrNIMAt48oMjLNvEsExOH15QbpSwHJPe+YDjj8946au3Ae33EUcJ/iRAGhJhZAJHpT+kSZwSBhGGIfGmwbx8pZQiCrWbqc7LipkOZtRaFVY26xRKDqePL9k8WKNUK/LRO0cMehMmA48ojDFti639FhenAwadMcPujJXVGv3ehOloSnO1yktv7rKyXiOOEw4fdfD9iGqjiGEIJuOAXm/ED94+AnS5oFwrsL3XQggNgGZeiDQM/GlA+2LEnXubmBs1bt/b4MnTDpZpEHoRcRwSxaDilBgIk1RP2gaQCq3HFArTlmBAmCo8L1owOkrp8o8QGiRkzMQ8dzOfoHMBMUskSTInYuYloeVJTOXMQwZGcoZmLlvJgVC+7Xwez2MlMoAyL5XN53OxMIaT+p+ZaWgRaMOz/DiuzazZ9vITS0HI5y3zloCSygTL2UT/yYXUgrmKRbYtsUCHy2AvP5gFPlqgvucPYPmgsxJbrnN6sVB0cYJSgYzBiA2MJEWl+noj0QBlSZQswkw7o9Blq3lpiEUoJlo3YwDSENiukeWUaSZwtVwijhLGXkDoK4qmiQwE6TTW+Fbq93ecA1v0PgwD6iUHbxwQJyCQOsZj6bVzHJNawaFedFlfq+rOxijFsiUbrRqPH57T63k4tslKo0DoRbTP+9im4M7dDVzXYtypkqaKNE41aKmV+NV//WUMw+AP/9e36VwMCb2AfmfExv4K0+FMsx6OyXTkMepO6LWHvPrVW1QbJY6fvMuwpz/jpWqBarPIg+8eMh1MOHhth/7FkCiIuDofEAYFGq0aCt1ldXl0xd0v3fhcAKdQcuie9uZZUJEfYxcsrk579C4HTAZTumd9Nm+sM+qN8cYeTsGmuVHn4rBDvz2cAxxhiB85F7CxXuP2V27yx//vb6NQTIdTams1ZmOf2cj7AuD8NEaz2fxMU7+Dg4OF42o2fv/3f5/f//3f/9R1vvzlL/Mnf/InP6lD/LkYZ48uuHjaZv/lHcwsqfbR9w65/0vaXOrPOpI44ckPntE+6swnp/X9Fq2dFWqtClJKbNfm3ldvo771CJXqEo/tWrSPu7hFR99ZKR1smetmSrUi3tgniZO5WO7qtMfh+8fYrkWxUuCNX3tF27BvNZgOZxpApYqVjTpbN9cJvJBnH58x7k2RpmT71jqNtRqmbRB4IU6hTHO9hmEYvPSVG9RXKwyuRlTrRaYjn/ZZD9M2qDWKvPnLdzh8cI7jOpSrBa7aA7xxQF+NSeKU2TRg0JnguCZKKCZDH9sxkYBpWkzHITdf2qDeKPHkwQXe1GNnv8HDDy8o2BYYMJ4GPH10yfpGja//lTvUa0W+890nPHvaYTKcMQtjDSQsMW8MMiypMYUt8CKFZQga5QLDmae7WOSCKMiBhCKLZshKOCpzRFVkjE02n+fAx1BZRWSpfCJUtu18As0fuzbJLyxt5i3qSyBqjhty8JJvIzu0+b5yXJCDmmjOh2gAlO38eXB0bV2F1qdk1Z55V1b+FZKLtGGByq6Vi55jROb5WgsQscwiLUMpbcCYXcQcbGXnrM8134ZagJJ58CXXMp1yykukYAsQkb5wKpHZ66cW7f85gIkEMmYOOmS6uJ5zN+JcE5NFLIhYUbAMirbF1XAKCfRnE4QSxFGMSlImkTcXICsAS2/fzK+30uBmf6tJs1DgyOsgigoMwXQSkKAoFEyalRKObVAqONjSoF4vYpsGUkgG3SmTkU+1XqRcdDCEoFi08KYRcRIjkpSVVhWUYjr2SZOEZqvKZOQTByPe//ZTxoMJF8+6GKaBYdt4Mx9DQGu9xnTisbm/Qu9yxGgwxS04bN9ap1RxufPqLg/efsp4MEWlKccfn+NNPWaTQLeklx1MSzK8muA6FiiFk5WI4jDGsCRxFP/ILdcbN9aYjX36F0MA1vZWMEyDR+88RQjBsDPm/OklK5sNrZt0bdJU6fbu9RqXRx367QEq1U0BjaX0cdBGrCpN540k8/enEOzf3+b00QVH7x+Txine0KMz7LB5Y5WNG2ufm9H/RRl/uRVIPwcjzdpncj2LaZtEQfRjp34/PwadEZ1nVzQ26piWyaA9ZDb2qa5Urmlodu9t4xYdxv0p0pBcPutQLBUoVgukacrhe7o9MS9tdU571FcqxHGCNCS9iwGVZplitYA/DZGmzFxBtaboxqu7rO+1UAoKZQfTMnn07hHtZ1dUmlpr9PT9YxzXZuOgxQffeszZ4zapUuzc3sByLZIkYdCdcOPlHUzHYtAeMh0HWK7J69+4zflxl2FvwLOHF0xHPkopwiDiO3/4IRv7LXZvrnNwq8W733pKtz0ijlOSJEZIgVsqsL3bxHFtRoMZvhfhTSPGGQUtDUGcJkwGU9757iHNZpm17TofP7gkjFIqFRe/PdHMBQrDFKSxwrAAIbGESWJESCGIogQpJKZM9Lyl0KUooZmW+dQrNQMhsgldgG4JBoSpwYCQmY9O/nbJ9S0szfkZiMr/pdm8Pycw8vUzkJNreVS2P5FtA7Lnl0iRvPyVC2VVvLRctp7KFhSZQBpDLdreszJcXi6bV6TID3SJucqbjeYHt3QDlV3DnORZUFvP0SyZlmYeUTAviWUBlxlTlOuLcibFUIJEZfWh5WpZLhhWGVjJ4hJkmuOvDOYtM0dqkQ4vEs3y5BEJc5yZ7VugWbC5aDnVWhtS8EYhiRFjKChIiyhKCP0IJYQ+3iglydrA9TYltqNfKEOBY5o0a0V++dUbXPXGnB12SJTOnHKFIFCK3Y0mrUaZQX/C5kad9ZUyhaKNPw3pXY4Y98Z4wynNZplSrYA/i7k46hH5Ef4sZFKbsHewxu6NVUplh+nYY9KfMhpOMQ3Jv/j/vINbsKjWi1QbRdyiTWOtyu7NNSrVAk/+j2cooVkXUqjcKWKaUodprtXYPFijezGgfdIlmIXc+fIeR++f8/DdI9JEEc4Cmhs1FALLMZkMJ0RBRLXZ4tH3jkjihOpKmd27m9juZ7sFu0WHu1+5wXSoqxLleokHbz9BSA1WCuUCF0cdzh5f0Fhv4E197IJFGIRYjslLv3QXt2gjhGB1Z2XewZqmKedP2lwedXRY8Ead3Xvb1wTEhmGw99I2h+89w3QMEIrWVpPZxL8W8vmXbXwBcH7Gx9pui/pajdMH5zglh2l/ykvfuPMTYW/SNCWJ9CSa36U4GSOTxMk1XxrDkGwcrLFxoI0GB5eDeZaKEIJyrUi5UWZ0NeL0cZs4jDCk4NHbT9l9aRt/4rOxv0qh7GpzqtMeabwAaVLKa22NcRQz7k8o18sUSg6FkkP7pMt4MGU69vAmPhfProjjhMloxrMH5xzc2ySNVdaNlbJzc532aR/TNHj6/imFosPV+YBhd4rlmrhFi3KtwHjgYRqCL/3ybVobNXoX2hDw4rSPEpLpNGA6CTk5bNNYrXLVGVGr6UTi/YMW01nA0ydtxgOfQsnm5PCKP/6XD7j/xg5pnJAmMYORnyVCK0jEPD8xjhMkUK5Z3Fpr0Z1MSQUUEpv+xNMCxFSXL6QhsE2DaaSNS1Sa2aUsMx85q5KoLGhTXCshzcFLvk7WESUEuAVdevCytnAzA1WJWszZuRePyBgiKfW8aqWaOYqXBM8abDDv8gHtYjvHDTIDTzlwyQmVXF8inkvmVmjNSc4oIbJOIn2A85b0ZdZmmZFKFfMYiXx/y23e6WI/c82MyoGEmHdzCxYGeirJGBqVa1/0eul8+9lljljEIJCzLuLa6yakBkBKiHl3lAwzXfYccKlMUJy/KDljpEtRVn69BURxShqnFE0TF0EcJaSJwnUkRiLx0mT+hpCAClPSRFGxDW7srmGZJlEUcXLcY3OzzuZ6nV5njO/HWKZJpWhSNk28/oxk4HM6OiPcqPHym/sMOmPaJ31GnTGBH9I/H2JZBtPxjMiLKVcLGKakezniO//iYyxT61X8YYCQimAWMpwEJFFC0ijotnWp66dCQaVeon85RKmUpx+d0z0fYNkWcRTzYHeFV79xG38a8NKX9gn8Ld755x8yHc4oFFxe/5W7fOt/ewdpSlbv79DarJImKZsHq5i2xequhWEaBF6A7VqcP9Udwbde3+eHDdMyr5WE8ngU0NrC9b0WQoJbtLj/tdsYlma69u7vsH1744VsUe98wNEHJ7hlF9O2OHt0iWmb7N3bvrZctVlm88Ya4Sxk2JsQRzHtoytCP8TMcrMsx/xLZQL4l+dMf07HylaTX/6/fY33/vgjvJHHrTf3ef1XX/mxU78BRt0xJw/PCT3d8gyK4ZVO2R31xqzttj6zvdByLJqbDU4fnhP6IaEXUW1VufOVG5w8OGc68tm8sao7ok77mQmgzbA7wS05hF6ozfte0IqZxAnt4y6j3pir0z6Fskux4pLECUIIpiOPzmkPp+TSWKsy7E7ong2IV1NOnlxSqriEfsS4P8ObhCAEl8c9nn58nk326bx1dW2rgTQFs3FAa73G6madwI+YTX2iKEaaks29FWYTj9PjHt//9iGWa2rqvTfh2VEHYRoMBlOmsxDbsTANSa875fiwjVOyGI19ulezJeZBlz9EDJiQxoJ6zeHWbouVRpl7TouLwYRnZ30GcUqUJlorIkAmSk+cGcgwYN4hJTMwEgPITAKSszk58CCr6uTdUvn8mulFjFhb5UsVkKQptmEQJslCVyuYa3/I9o3QelhDCN36riCNFwBmQTlkQCFjZASZDkcuANO18pQCjGVmIwMx+fLxEijKro9I1JzJUTA3TJxf+Hw5xEJzlO9raR8a1CyVrvJNqOt4SSUgs9bv3EAvzVuz833n3VFk7dki0/5kwvJc56zyUhMsNDXJIql73j4vBIYAV2gxvGWahEEMifaZEZk5n5AgkhRi8KOUJFMoy1R/xoQUc4vsHMAJwEgg9lPSIKFYLuClCpEkvPnqLjJKeXvgs9IsUym57GzW+fCdY53nFCY6cLI3xZsGuI7uLCwVbZIgIfRDUDaRH5MmKUqlJGECidKBmb0JbtGiWLTotseUqy6z4VQ7pJsSpVKefHjCynqdrd0GtmtyeXRFEMQMr8a6EyprGX/w7hE3X93BKdqMelNOHp3z5AfPmIx9JqMZN1/Z49Ybe7z1116jsVbFm/icH12xf2+Tla0G3tjn+MHZtS6qUXfyucpV+VjdbjLsjOie9UnTlNZ2g5uv71OqFTGz71il+MyQzOlopj9nhiD0Q5IkYdgZQQZwwiDi9OH53CV50B7S2m7ie6HueH3vWGsZ/Qi37HLw8s6nipcDLySJE5yC/bmc8H9WxxcA52dgpGmquwIs44XAZevWBlu3NrI27D9bLdWb+Dx+91CHuxVtpoMxtqPTcKMgZG1nhf2Xdz5zP0IIdu9tYdkmo96ElU2H9f1VCiUX09IdVaPehO55n+lwRhhGfOU3XiOOEq5OexiWwdatDepr18VvSimOH55z8uAC2zWJopjuw3NCL8Apu7S2mpSqBa7OBKEXEMeacrcdk3KtQKlawLIsXvn6LZ68f8Lp4ZX2sxnNiOKESr1EqVJg2JsSegGXx1cUqwUO7m3w5q/cpXM2pHM5mE+aEmif9pnOfIJpRJIhgyCKkRNJmAWLxmlCiiRUIarmkqQxJ6cDSvUSpYKl9Ry5IVrOPGQiGVvA118/wHFN3v7+Mf3xDD8MtWmtFDimgWFJEhRpkuKagihWc3AgpFhoanNAo0Caup3YFAZBrMsUyTLQUGT2+QLLEISJQqUCS0gKpsUsDPGjhDTR4Mk09BdxmM3wuYY2SZl3bam8/Vks/l7245mHbS6V2XLcsVwtmt/05mWx7ME5OISFzmeZicp9chJ06SfOy0mZhmbZXydjrhYPsKi7zUEO1xFNztywYG3mTFCKjkJYLgXmj2cdTXoXWYK4Yi7ZuSbkzktR6eJ10rtWcz+kimPimiYxCSvFEr14RhiHKEMQRAlGnGbAKgeVisQQGNnrlMapjg7JSlnS0AJ2iUClKVGc8vjhOeUzfXOxsVpl0B6z1iyzUi+xtl7j5u11Lk77eLOAyI9prFRAKGZTn257xEqjjG0aOI5FoRQxHSWQxjiOhZ8EhF6owXmSUiw5vPTmHk8/OqO1XmUymNFrjwinIYWySxLH9C5GzGY+uzctht0J7/zzj3j64SnBVBsDponCMEwKtYJ2Ug8jVjbqjHpjHrx9iFOwKZQcglnI4QfH7L+0jWkbjPsTHr1zRBCEVOoFSrUCQkLgR0RhjGWbRIFODJc/RlL3ylYTISWDzhApJc2N+g/tjHp+mJZJ77zP+dM2SZRkxoVirmF99uEJ50/alGrFeZOGkJK1nRaWZfDgO4/Yu79LpVFi1J3w9L1jXv7GdY8cpRTnTy45f3JJHKdUGiVuvLo3L22laUow09t1CvbPjabnC4Dz5zzSVPsgxFEyF+QefXhCMAlwyg7793eoNMovXPcn8aaajmZMR948xsG0TYJZwN23bmI71icEbJ82TMtk5+4nQ1OLlQLDtm4J1+WulFF3wnQ446Wv3cabBBimpJSVeJaHN/G4eNKmXNe19slgxulgRqHk0NppcvDyNt7EZ9gd8ezhBYPOmHF/ytqODhodD2aMe1OqrbKeJBMdPucUbKKRR789JkoSbNNEpRFJnHJwd4Pf/n/9m7Q2a4z6M6IoZuUbVUr1An/4T75P73JEnJUWLEsgpUHsB9hFqSUwqSKNAUOhlKDXGWOYJoWqpFSy6Q0nSKVIo2ymyif6LApDSsl5e8jRSY/JzNch0nn1wVCkSYJKdR1HpQovCnEMg1BpV2LbMQnCmDhdksUqQZpoUJKzPKjs99ySRYIhBSXLxrSk1v1YAiOGJIgxshIYCRACBti2xJYC17GQEvpjX999JqAMNW87z7W/10TI+YQvl5gLkYMRPeZeOLkuJ3teP6n/SaEF2nnelspNe5aZFoHW4ci8RMAiq2vZN4dsP3nnWH6t5uyOuA48cmbluVJWDkLyx4UCkQuplwBTDsrm1bjshZb56xIz1xZJBa4hkJmdgBFCFCksU+JIS3vJjCMuBkNAL+8AzJRO31gqkZlSM2Fl22E2CzBNg4JpoqKEqRdpwToaCFloVsgPI8Yjj0azxPpqjUF/yquv7zEeB5wcd2lfDAiDkPX1Gk9GF8SxptSEkLgFC8sxOTvqMB2H+LNAa+sKNnZZ51NFUYwlJcWydh4fdsc0sqaGeqvC1cUQp2hTruo8OW/qsbJepVovMrwa8+jdQ5yiTeSnBH5E92KAW7SJ/IiVjQZuweHisM2wOyGJYkzXwrIMvIlPf6y7uf7Pyz6BF7FxsMprv3wP27V55w8/oFQrMmgP6Z33WdtdoVB22bq1/mOz5nnm1I87Ks0yURAx7U9xyw71VpU01s7vbtFm0B5Ra1VxSzatnRU6J1029lvUVqu8+3+9T+ekS7FaREpBfa3K8GpE6IXXAM6gM+LZh6c4RYdyyaV/McAwJHffukXohxy+f8KwM0RIyfp+i527W3+mKsKf1/gC4Pw5jlyMe3HY1jSyIYiDWLMejTKjzoin8REvfe3ODxW0/bjDMLQAL+9uisMYaRjYrv2p7p2fZ7S2m1RbFdonXZyiy+aNVcq1AsPumJ27W596Xu1nVxx9eMLT94+pZmLkzmmPYsWlsVFn3J8x7IywXRthGDRaNUzDyGzdI2YTn1F3yupOA7fk4o09VrcaWI5mmUa9KdOJhxACyzYp2ro1/ejDM/70/3yfv/Z/f4vNvRUG3QmXZ31CL2DWnxLHmkawbUmcpMzGHipVBH48F8fm4lZTUyLYtsG9l7dBSrqdsdbDwDxZPFNqgoIoSnn48AI/ryGJuSyGNNGMRZpqUbISAhKwLYEUJghFwTBxCgbDiT9vGVdZd1CEQpDMy1UKvU9pgG1ITEtTKp4XoVBYqSR1FUGoW3F0K/eCFbGkxDAMwiAmTlJUlIU2AioGy9QsUZozNxmgmf80rpd58rJMrm3JXZpzgJHAPOVgmfKRmXZnztpkKCQHSnmZaL6jnG7KX6+lkZd/VC4sXhJLz9fPnYJzj5isW0uk2fEvewSxADXXWCYyVmkJLOXCYUOCbQqtZ1oy8ytJGyt7P2CAtARJrDBDHRKJr5C2Xl6FilgI/YWeLE7VUHr7BhKVpkgFRWFgRuD7KXYKliVJVYpKUhrVIqZj4k9DlFLcubmOmSquLoYcVzu8/Mo23tQjmoXUygU2v1JnPPDoXI6wLEmp4rB/0MIbeoRehJS6hTxNU+orZcplm64hiIKYlZb+nCdhxIN3j3n9Gze5cX+bk4eXrG01MA3JdKxjXyzLZP/WOlIYHD08pXc54ub9TXZureKWbPqXQ1bWa6ztrPDy124y6mp38yiICLyIi6Mr4kjXcwMvoH3cpdIoaZa06CANSTDTrO69tZvcfG2fs8eXlOol7ryx/7lZl5/kMEzJ2l6L9YM1DU4rBUbdEUkUI6SLNLSb8aAzpHPcZTryePT2IXbRwvdCVrZWGPcm+NOA9f1VitUCRvbZV0pp0HcxIPDDuUFsuVFmMvSIo4TThxe0n13RWK+SxCnHH51RrBRoba/8hV2TH3V8AXD+HMfwaszFYZvqSmUuXjv56JQ3fv0VDTBci97FAH8W/NQATqVZprXdpHPc1SJRQ7L/8s4LwU0SJ3hZcnexUnghsxNH8ZzCNUwDwzTYf3kHf+azstnEKdr0L4Yv1NvkY3g15un7x5iWQWu7wdEHp0RRQrHssrbXorVZZ9yfMhnOKClBpVbk4N4mo/6U6kdlhldTUIrWVo3br+8z6o8pVIoUSg5uySX0IuyijemHJLEWPwRTnzjW7Mg//V/+lH5nzGvfuM3D9054+18+oN+bEviR9hQxs1JQKjXgEYv5D1IEUju5CkGhaHPj9gYvv7rLe+89YzYN53f284laAbHCNgRplsptSIhSzQhlm80M9QSGISi6NmGcEqcJcawwTUmcKIJZhJCaeUmTDAglEKc6zDNJNLNjAanQoMUwBJYwqLoupikZzQL8QJcM4jDFkQZ+EGfHpSdODQQE5YLNcOYRxqkumSo9Gcfozh/LzM4jn+TzMkkMymbBkJBJdPJMK0AZS+RKznTEIJa+pebxDiy2M69z5a3qub4lb0uf174W2867v3K/IDkHHmJ+XuQC3pxlmZei5obMet1Mc7TwM8yYGSFw0MkKqVKLDrJcPJy97lJCVVqkKsXEwHQN6mUXkQiurkaEoQ5sFEhEnDILIt0tFSvsVBKFuhsqldpQzzQTVB7iKQVSKhzbpFS0qTkOqR/h+6EOqxWCkmNpH6pQWz3Uq0X6cUroRRw9OCeYRayv12m1Khw/7XD04BJLCqSUVBoF/upvvsyTjy+YTXxq1QLVskM6i3jtzX1tphelRGHMrZc2qNSL/Mk/fY/Qj6mtlLQ2R1g0VisIJbl42tGlkDRlOpwyHftU6wVIU/qdEYZlcPmsS2O1SujHfPy9Qyr1Ire/tM+v/ltfprFWo9os8eidI6IgptYos3t3g97FkDCMcFwzC6YUNNdr+FOfk4fnWiOjFI5j61J2tcD63gpuwf6JgZskK6mbtvm5IhScgk2lWWEymFKsFpmNPdySi1N0sGyTjYNVvv8vP+TkwQVuyeb+V2+RpBq4vPor97h40ubZR6eMehNCP+LX/h/fwC06KKU4eXDG+dM2/csh3bM+pVqJarPMbOxRaWj907g/oVh153PSZDDVkUA/B+MLgPMTGmEQcfb4gtHVGLfsai+G54z3dK04nZtHlaouCvCnGtAEXqgTr3+K4i7TMrn5+j6NtRpxFOOW3Lmp3vLwpj5Pf/CM0dUYYUjW91rsvrR9TQzXv9Tq/tCPcMsOB6/sUc0A1LCzxqA9ZNKfUqoX2bzx6VEa3sQnCmOa63UtvjNNnn5wQrlZZvv2BoZpEIUJjmtj2joJPPAjrk57zEYeG3tN4iRlMpiRpglCGpRrLtVGlSRNmU58NnYabOyu8PE7h0zHU9JYYRoSwzTxJh5//H++x/e++RBQXF2MMWyTcqXAbBaCUllbvsJ1TVbWa4ynPqOhr1W3UmhzPqBYcNjabWAAw96UODP90iSFnmgVQk+QcYppGDSrRcZBwHAaXGujzmMbpABLSS1KjlLiKCaOmIOAfBXJYnK3BUgUcaS1NanSpTHbAiKFICUNUqIoYadeoT2cMfN8ZpMA15aESzoYmZnihX7EVAiqjs1sGiEzlibNdTGRwiwZJGmimars+AwFuQI6VZkWKJvYdVt4dvxqEW6ex0fMy1sZOEmz/5YbkFTeQr4gwfTPXOqUavCT52bN9TVCLJyAs23qypeYn/uciVoqsxlLbNLcEygX0mRlNKHAkWBKE0OkhFlLtkgVBGDEYBkZgAohVQlFaRKGMcJQ+JGv857ChDRMdMcc+vokcYqVUV6hn+j8KcA2BEXbIgggUSm2Y9KsV1htlqgVbW02GSR0OmOSMCHxYhzbQKbgujbVgmZx4zjBQCDihHFbNwZ0LwY8tCS9qzEGgle+dhMl4PFH5xDFvPXWAecnfaIs5NK0DOI4oX3co381xrYNSiWb0ycdXTo2Be3jHlGU8OpbN3n5KwcUig7v/+lj4jAiDOJsOc04b+w1uXzWYzKcYFoCN9PE2K6FPw3YubnG3r3NednEcswMTBjc/fINTh6ek0T65qR3PtCSpjimulJiNgoZXo2or9WorVZxiw5pmuLPAhob+rtx3J8w6Iw0AGxVPzfoGfUmHL1/jDfxsVyLjYM16mtVbNf+TIExLGw0jj44YTb2sF2T3XvbFCvaZmPz5jpXZ32iIGZ1u0llpcJs7HH84Snj7oQwiFjbW8WtFChWXNLsQzZoDzl5cE6xWmTnziaTwYTH7xyyfXuDUq3AbnY9C2WXzkmXcr2kBeKJ+swb1p+l8QXA+QkMpRRHHxxz+bRNoVJg3J/gjT3uffU2bnERGFkoa9Q96IwolF28ScD2nU0CL6RzfIU0DHbubs7fuD+tYdnmPBvl08bJg3N65wOam/U5TVmqFVnd0bSkN/V58oNj4jCmVCsy7k04fO8Z93/pLm7R4c6XbzDqTkjTlEqj/Jk+DHmpJO9SKFUL2ia9YDHuTRgLfbfV2m5i2iabN1Z5+O4RH739lFK5gFt2WNms8+G3nnD88JI0VTRaVWrNMidPO6BSdm5uEAUxZ88KTI58SCARCePelLEEaZlUGmXuvLaD58VMRx61egXTNhkNPIquzepWFWEYCFNi2Ab+LMY0BeV6kck4QBiC/Zstkjjh3bcPsaSkVnG56uexEwtBsBBorxvDIPJjiobJNA2I04xVyFqENFOhmIw8hKX5ojRVc/0KAEbWhZGqeU+3yMCEBNL8l1hk8RQQxDFJNCEGvGlIpeISSoNExcSxwjUM/FRnZpHqlnEpBN4soGiYGCorp2STui7dAFGCLTSgSjKn2xzWyQyJ5aDFssRC7Cr0ectl5iUr8aiI+TeVQD8vcr8ZtVT2EovjydvS5yaES6AmB155BpSRbTOvIBnoY8kfy9c18rBSmT+vWSuZdW8JMtbNUFhS4AiJiSTyEoiULp0lWmOjLWsUhhKIVGHEEsMQJH5KrGKkrfD9iCRRpCrVYm4F0pQYGUBOlT6FNFXYpsQ2TaJQa8xqDYedzQZffuOAwdWENEx4OugwnQQUbItIBiQiKzsKQdGxKJYcbt5ep1Yr8OG7z7gIYhzbxDR0iOzlSQ9TSjAkve6EZquCY1ucHfUYdsbUVyp4E5/J0McwBY/eO6F3OQQhqdZcTh9fIlLFzZe3GA9mWq9mgBAp7ZMeOzfXiOOYyWDG2s4K/kQH6xq2QTAN6bcHRH5MkqS0z664t3aDQslhbadBseQSzML598zqzgoXR1e0n10xG/ts3ljn8lmHYBoQhRFJkjK4HBLMitx/6yZf+c3XWN1ucv60Q+9igFKK2mqVjYM1Rt0xD7/3FH8aoJSiXexy+0sHn5pV9fyIwpjD958x6c+oNMucPDzn4z99pDMDt+ps3dygWCngFD6dta80ytz/+h3CIMK0rjNAQgjW91qMrkZUWxVdspqF7L60xcVhm0l/SmWlwsH9HQrVAsOrITt3Ngn9iDRJ59fs5us3GPcm3H3rFpVmaW5Fsn17A3/qc3XSQ0jB2n6L5lKC+s/y+ALg/ARG4IUM2iOqGfovN0q6FjqcXQM4pVqJG6/tcfLxGf5U50rtv7xD6EdEfojl2tRXq3/hCnWlFLPhjGK1kNG5JuPehMAL58sEsxBvosXKaZJSrLqM+1OCWYBlm9iuTWu7+SPtr7Fe06Gbpz1UqnBLLjdf26NYLTAZaNOsSrM0L6Ot77f4/r/4kNHVhNnII/Jjbry2w+bNVW3eFUSsbtXnIl7bsZiOffqdEYWCg21bulskzGbBVOsq4iAk8EKqtSKj/gRvGlIsWtQPVrn/1QNa6zXe/dZjTo6uiJIEaYBhmcRhSrFos7HbZH2zQa8zwhv7lEouJcdkSBYATTYJGjq7yjRMkIrIi0CCLQyk1J1ZQZKSKoEhoeQ6RGFMHCUYIp2LU+YedRlrIzM04RiaCUiWSkGkWs8jpEYjKsmYHwWzOCIKE4QhMNEeLIYwsE2DSRDimIKKW6BUcmj3xnhejJkKoiQzsclAhECLa6sVh0kQaOYoZ0xyNkXNffy0d4sC0xDzalNqavCSn+a88pT53+Q+PvO26eVYgbzElYuY8zJX7o2Tg5bseuSGfnmrtpFrcLLrc82BOCslqoyNMhSkqUCmauFTk+TsWQYYbEcLeeMYkQiSOCVVCoTEzHZlpBrG2obEMQwmsQaFQmir/jRS804rVIqItH7KMiRhrLBQOI7FeqtEGKSUyw4bq3VajRLNepl6tUD3YohpCKpFm0rJ5vKsjy0ltjRIwhgVRQSpYm9/hW/8yl1CP+TqdED/bIDjmkzHPpOhR6lW4KUv73H0qMP5sy7TiU+cxJmoWHcLxlHMZOgxGU2ZTX1K1SKr61WSJGE8mFKpl+ZGjCqFOEroXY4J/WdIQ3Jwd4sn75/gTQNSpYjihGKtoE3uYsXqVoPOWY/2UQ/HsvjKb7zGwf1dTEte+94sVQu8+av3qbUqXB512L61wdGHJ5w/bVNuFPEmIaYhaGzW+c2//SvcfG0PKXXzw6SvDUdLtQK2a/P0vWf4s4DVXX1zd3XW4+q09yMDnNAP8UY+tdUq/sRnNpwRBTFKKT74owc8+PYT9l7aYnW3xc5dzZoMOiMmgymGIamv1SiUXQzTwJGCwAtRaXpNxrCy1WB4taq/Q1VKtVXh5uv7VJtlpJC4ZZfpYMrZk0v8W+scvLKnG0qkxJ8FOAUbb+zR3KzT2m5cExCXaiXuffU2s5GHkCIrXf18tJB/AXB+AkNktHSazShpkiKEmFPHy6O11aS+WiWJEyzH0h+qH+1z8uc2hBAUKgWuTrpaBBglqCyeIR+mZWDZJr2LAf3LIYP2AMM0uPnG/jXDvh9lGKbBrdf3aW019R1FxZ2HdL7orub88SXdiwH337rJsDehezHk4TtH/PLf/BL+LGLn1jrSkDx7cI5SCRt7Lc6PrkjilCSGQtHCtA0GV1PSNMWxLSqtCsPejMvTPoWiLoU1Vkrs3Fhn52aLWrNMHKesrtfY2G4wGs2YzUIsx8Ip2gy6UxqtEipNKZULhFFKfzgjCBJEkiJTkKaeyFWsUKbAtCSVaoFyNTMyHEzp9CZ4XjjXfRgiu1uXgtDLmRj0zJgjGiVIQ+0Y7To2tbLDZX+8eD1ThTLEnGFIcwfgNH/vQpSkSAm2baCEIIg1JDNSRRwrhsGM8djTZIuhSEKVCWo14hCAaxtYhqTi2pDCLI1QKtXaH5W1teYCWDIxsAAhM0YKMRdKZ1Wla53YZMcPzDO85s/noGQhPVmwL1nidmplJSeDeQp7TvhIpf9ZUhAnapHerpQu7yX6ehlS+/5IoVvr85JVLuKWKbjSZLtcZaVS4vx8yCTwMJUGK0IoMHV5VCQKFStIUqIoYKRCVJTgOhaVgkPkRfgqxpBgmZI468wq2tovJnISzBRKBYfESyhYBr/29bsc3Fjj4mJA92rMaGAQ+RGxUpTKri61JopiwaaQ3TCEQYhAUrItRKI/Dzt7TQ4/OiP0NU1nGAbVskvBcWk2i1y1pzSk5Ku/fh/LMnn03gmnT9pIKRAoTCkw0Pt0ChbeNNFJ10WLcX9M53zIuD9l66CFWzDpXgwIZyGv//U3KJZdzp5eUmuWiaKIrRtrtA+vKFZdhCEwpERKwbA/ZTKY0rsY8PIv3cYpXv+ucEsO9796i9tv7JNECa//yl2+/0cf0Vit41YchFAM2xN2bm8snOItk/pzEQm6BX0x4RuG/FxO8qZlYjoW/sQn9CP8qU+pVmQ6nOF5ASVTI/Djj8/mQcmPv39E5EeaSWpVuPOVmwghOHr/mGFXd2pu3lhl8+Y6QghMy+TWmwes77dIU0WpqsHZ3ss7jPtTPvjmx6SJor5WRUrJ4fvH3P3KTbZurXN52GHcm1Cul9h7afuF3VFOwcEpOC84u5/t8QXA+QkMp+Cwtt/i2YenzEYeaZywst2k0nxxu3fOivwsj+07G4ReSPesj5SCzZtrrGQKe9BZU2t7Lf70f/sek8GUcrNMdaXC2cMLaiuVz11mM0zjR26lDLMOppXNOuV6kWKlQBwl1FerdE77c78KyzEpFB3uvXmAMASd0wFOwSaNI/qdCYWiQxKnOEWLctVlOvRQcYrt2Ny7v8Nf/Ztvsndnk6uLAUcPLnBKNlEUkyaCgmtTqRSQpsGNlzZ5+rjNsDdlPJwhhUGtXmA88bQYL80857IJsVBysE2DNE6IvIhhrEHRaqNM6IXEXpSRE1oY4geRdjxWEEcZHRIzD58UeUR3nJLKiDgydPlqSQdzrXUp4TpqMDRoUUqzBlIaWccJICGJFYnI0q4FpIZW3cj5LrSwRpeTUmbTiCSMKZomfhRr8GAoUqGI8tDPeckIiEBYeUlKb0vmNZjMN0gpFgnmLJWYMsZlHjjKgq0B5plQArDDTOMTL+1fgYx0aczIWqAMNECyTZO66zIYzIjTZO7fo7L/7FQhE10yVJnAt2g5lByLomlixCDilMRPkCiMVOuwZJTgFCQpUHJs/HEIkcJwDGxD6828sYdMFUIpDCUpuTappbClwVtf3udgv8UH7zyj057gWgZuwUZK6HUmHNxYZX29RsG1cUx473zAeOhh2obWrZgmlilIkpgoSEmE4M5LWxzcXiXwIoSAldUqN+6s8+jDM/zRDJWkDC+HnFc7FEs2L728xdd/8z5rmw3e/qOP6V8M6F0MieOE1nqVlbUy3bM+0/GE6WCCNwkolCxUAo+/f8J0PMtCefsEM5+t/VXNHJ0PePmrN1nbaRD6EYWyS2uzzsO3n3J53KF73gchqDRLrO2sYNkGK1t1dm/rid6b+Ix6E5RSVBpl7Y2ViXqlIWhtNQlmAaQW48EMN5MNfNaor1XpnHTpt4cIBGmiPpET9VnDKdjs3tvk8P1jBu0BwSxk6/Y606GPBIrVIuV6KWPFfa17BNb2Wrok9qzDoK0ZnfZJl/pqjSiIOPrgFKdoU6wWMUwD27E+EaxZKLls39nk6qRLc7OBW3KI44Th1Zg4TNh/eYfWdpMkTiiU3Z9ac8tf1PjZnmV/jsb2nU3ckst0NMNxbVa2Gj/zIOazRqla5O5Xb+GNPYSUlOvFa8heCKFbF/db7Ly0RalSoFgt0jnuEsyCn6qOqLZaoVByaZ/0KJZd/KnPzVd2WNlo0D0fMupP9LVXsHWgg+Ze/dptvv+vPubR94+1AZ5pkMTayKtcKUCiWNup86W/co+9l7cYdSaMBx7BLMRxbZyCxaA3Zdyf4s20E/PKZp1v/PotxiOf4cWI0XhGkqTs3Fij2ijR704pFBzq9RJCSsYTnyRJcEsuQkjG4xmj4Ux3z/VGWJaFKSS2lLqcZJh4QYJIU11OICFViiST0YqlClFeAopmCZPYR6QZw5MoMDQYkRKS3AQvAzcqYx8sUyINE5UmqFQ7zCohEJl/jwYpmrFJIy1YtgytocnxEklCvVSiXHToJkp7DmGQqpRmtcTYD+iGwXK4d3YQZInjCmlkGpXcc0aAkmreKKUjHBYK4zx9e87w5Mvl5afczC67RkYeRqnyHWeHkGU/KaWBiiUFdcclDRUlyyKUktBPSJIUIRVWIrATg2rJZeyFRErRKhepWNqLJRxETIyEeBJhRHrDlqFNgBQKgpRmpUjVsZgog5kfUasWcB2TbndK7Cc4hoE0FApF4iesrVW4sdNiY6XCtDsjmIY0qi6rqzWkIfCnAYYhaF+M2Nyu06i6vPvNR9iGpFJ1QAmSJAEpSMIEfxqCFFSrRVY3KpiGrjMWyg77dzd48O4R0SygVLCZTYOsRK1LYpV6gaOPzjl73Oby8IraSpk4Thj3p7Q26kRhzMFLW8wmPmEQYZmSu2/sIaXg2YMzUpXgOBZxlBDOIqIoptGq0LsYsHVjleZ6jdCPsGwTwzT4pb/+BocfnPL4/WcIYHW7wStfv61zmzbrGKbBbOzx6J1DRv0JIChVCtx6Q5dpAGzX5sYruxx9dMZsElAoF9i/v/2Z2hfQPja33zygfXyFAla3V37k8ns+1nZbFCsFZmOPs0cXTEczrk56KKVDOdMkzVh9U1t4ZLpEIYS29YhiJv0JlXoZp2DjFGyGnREf/slD7IKNYZqs7TZZ2dZ5eXkJKQpjpgNtdzEZarard9HHtC0OXt5h69bG52bcf57Gz+8M/DM2pJSs7qywys++N8CPOmzH+kxvHNMyqaxUAUWxWiTwQgxT/tTrs5sHq3z5N17hoz99hO8F3Hh5h6/8xqtUVyrceGWH86MOaZKwe3eD1Z0mw6sx/izko7efUG4UuPfmPtKUPPngRHeRrda0BsY2KVVdSkWbsGjT74wY9XWS+a1XtnnwgxN2brQIgphi2aVcLVCuFvnenzzBKVrc2tzi2dM2k8GUUq3A7fsbulR22CFNQlQYkyrtCBonaVYy0/4jg0tNK0shtRZECAxhIixBqeTgJQmTiabFDaV027Fcli0zpxdCP0YYAgtdXnGlpFYrolCMZwF+lGigAvNuJ5lCnEY6l0zKrDNJae0JGbbIlgUgUSSmwrZ0CGWl5LC11uC1u9s8Oe7geSHdXkjGMTEbhKyvlRhOAu3vk29HaMCl8nKR0v5Qc2NAkZWXch0NGWOUrS+XjfkUKCXmwmKldHkudwQWCHRY9xKwyf4TKGwhsU2DesGlWHAouTbdwYQohIphE5sxfhiQhmBLScUtcGO9SUTK42cd0lFEZINKUtrDGbYlsQwDU0jiJMG0JI5jYEgDkhQZJMTKQERabFwvuZQLDsJLmOBTLRSwGgZhFGMYBn/t1+6ztVanfTEgMlLKJYfZ1Kd3NaZUcigUbba3G9x/bYdy2eW7f/SAi9MB9ZUyhh8gDEn7uIeRlfMMQ2IaWiR9+lhrXK5Oh7z8lX3Wt+oUSw4bm3WcgsNoMKVz3GVwOaJeK3H25JK1rSa3XtnBmwSaGbIMDCmZjmb6Bmi7ju2aJFHCx997RjANqLW0fsOUkjTKJnKl9XAqQ7SDzojTx5f40xDLtdi5vc7NV3b5m//PX+eP/vF38SY+tZUKoR+xttNkPWuYuDrrM+5rgbIQgs5Zn/Zxdw5wAGqtCq/80m2iQOcy/SjfVUIIWtvNzw1qnh/leolyvcTKVpNxb8LuvW0unrbxJwH+NGBtd4WVrSZxlHD0/gko3XhhF2wqzTKDqzHj7oRitUAURnROupRqRfZf3uHqtMfH337ExsEqa7st9l/ZoVgp8OT7R7SPdOv9B9/8GNM22b6zRWO9zsmDcyrN8qcay/4ijC8Azhfjxx5OwWbnzgaHH5xkXWCSzZvrn1qa+0kNIQT3vnyD/XtbpEmKU7TnbNn67gqtrQYqTeePlTM9z7/6/34PgZwH0fmzAMu2WN9tYJgG3YsBJ4/bNFZrlKou1UaJlY0q9VaFSq1A6Me4Re38myQpp0+u+MF3n3L48QWGIYjXY1bXa8ymPmvrNaYTjySMGHUnRLHmOVIhkLaeYg0pUXkieKxIwgRhpFimpFR2GI99Sq5FveZSTMH3YpJETwQyY14wFELIOUCwTEk8D8uUxColjRPiMCFOUwqWdj5OE0CpuVYljRSOZejsK5ViorugWNKziESLlGWm20ljMBBUSy61QoHIi7jqjjANiTfVXi3NZhGRJVdHw5iG69CbBnn1S7v2wrxzygRipTU5cQ6oJMhEoEzm3VF5l9XcFTF7TGbIKRXXhc25H45SZJlQ+vzzkpYUECeKNInxZMRuvcZb93b48KjNeXuIbZicdYYUTAfHksyGATPfY+jOWF2rUDQsYj9mc6eGY5ocqy7DiYdpGJoZSVNUkHkmmSkmgunYY5TMSAVUq0UsIeh1J6yvVnCu9HtMKthYr7Gz3eAbX7vL5WmPl17aJlWKSX/Ku9/polJFVxhs7zbYu7HK3kGLw4/PmY49CkULy5IYhsN07GMKSaVewLIMTMvEn4WYlsQ0TSrVIm7B1kGX3QmOY2JYJqsbdSI/JAwTwiDE97QHilIplmMSxwmz4QzLkFSbJS6OrhhcjfHGHqVKgVqrTKniMhnNGHbHTIc+qQDXNRFCYhccGq0Ko96Um6/scvakQxwmNDfqzMYeJw8uqNSLvPz125TrRY4fnDMZzihX9WOlmv58x1GMYYq52NiytZHp8yP368rHZDjBm4TUVsvY9k+/RGMYkvpqlfpqlbW9lhbvCu1RZlomW5mupnfRxy07bN5Yn5eeHr97RPvZFUrpZoyNG2ukic4SDDObkVFvwuH7x2zeWOPqtEdrZ4XaWo1xf4oi5carO9RXa3SOr/CnwRcA54vxxfi0sb6/SqFSIPRCDMug1qr8uXSBCSE+tfXcMHJBxWJ4Ex/DknROukzK2udiOvIxTYPuxYiN/RVqK7rFsrlWYe/eBqubjXk7ZpKkNFoVOucDLMfkyUfnzMYeD94/oXPap1B2mI4DbNvk4OUtKlWXUsnh+9FTCgWLilnALVkMex6JUCRAFCtc20Qppf0pFNiWiefH+NMIQ0jiICYOU8pFG0dCKmQmzM0CNKVAmrkwVuA4FkqFOn0cgW0YWLZFqWDjByFRkCITRRKR5WJpoJBEqdapGAaJymo7mdlMstQJVbINatUScZzgeSGteol6pYjlGHQHUx4fXuHakiTU4lgbzQZNpyFplNKoO7jSZOT7eH5EkuUrSQkF18KwJGM/1C3jMSiDeet8HiQ5f2UVi2wnIPflQ+ReNVmZDTVvOdfePRmoXGKRSBWp0v49szBgUgz46KNLxp5H4MUEaUzJslFxgj8JMQ1JHCccn3bp9sc0a2XCRNAouJRLDqPBjChKaNaLGMBk5CHR5ngqSInjmIptMQsihIRG0aZVLuL1fOJJhGuZBCLGNCW3b65zcGOFYslCSKF9agzJqDvFsS02dhqoVGFKSTAJ+ODtQ37w7Sd40wDLNGmfDzEMgWlIXEdf0MlUd86kKdQbRe5/6YC17QamKbm6GBL4Ea+8dZPjxx1OnrYZXo0plGxuvrzD9v4KtmMyHszod4ZcHHY4edLGLTq4BQvTEKyuV5kULO38naQ01qr/f/b+O8i2xL7rRT8rr7Vz7rA7nu6T4+SgZGUhGVsORBsMdS++1rO57xa8V0AV9TC4jAvK/wB1X3Ef9epdMIYL2IADxtZIHo8sjTR55pw5+XTu3TvnvVcO74/V0zNHM5JGkoXtUX+rpub02at37NPru36/byD0Aw4225TncoRB3L9nJBVWzy9SqGRYu7BAuZqjXeuSyacRRYFUNkG71sVzfJIZkeUz85SrsRlBT2r3TZgzhRSN7Tbj/gRBEOIwwdI3z6t56QtX+cp/fQHbcinM5vjUT33oHStovlfQE9p9TluICdjCyTkWTs7d9/fZUoazj53EHMeEaO92HWtiE4UR5tgimU2gJ3WSuSST/gTbPDQrSCKKKpMtpeNG9ZSO53gI4ptp5u9VHBOcY3zXyHyPJzbfLRzL5eYLmxiaRr6Uot0YoekK5x5ZxfNDVFUiV0yRSMdFfcun55hbvj8nSJJEVk7PEoYh11/cpr3XI4wiht0psizEgkVdQZ/JcP6hJfrtMZIsIQDJhHbYZC4gywKqLCOqIoOhReD7yJJ0pB0xDBVZFA6TgsF1fFIJjWRap1JM02qM4uRiRSASRTzfJ1tIYrs+thvEzpgoQiBOQA7CiHzaQNcVeu0xAdGbFQNvuI6ICQQh6Ik4UXc4deKcFwQOVSNIkkja0BGJo/ZlMbZD+35AIZuADMiSyKA/RQ0FPDukOR0eWdOLGYPQjlACyAsqYhhgesGRYNn1PQQZIj9eSUViTNIUBYLDrJk3ah2ONERB9Obu6o2bhOhNAfNb1lHx7YdjobdawKP4/284qRACJl2ThhlPy9RQYGq5uJ6PoSlokowggWzEIvVUUuXK6Xlu3jzgzu0GxUIKURBYrBaQEAjcEDUSSWd0fMen3xgyHLn4ooesSOgJFXviMOhMyKZ1dF3G9wICP2DtRIW1tRnmF3IUimmsqcPeTpfJ0MS2HNbPzlKtFpEViRsvb7F16wBRENm71yIIIspzGQTBoFDOUCinqN1t4YUho/6UTmNIZT7PiXPzMTGRRXwvfmNkReL8w6t4tsfzT98glVaIQiiWUkiCELue3IDJtT1cx+P0g8uIgsjW9X0SGYNsIUVpLs/d17YZ9SYEXkAibTC/UuLco2sk0jq9+oBea8jsYpHlM/OsX1pEkiQ0XWMymJI5DKxTNRVFk3Esl8ZuB3tik8wYR11+b6A4l2f1gk9rt0sYRiyfmf+meV/bN/b44r//ClEYkS6k2LtzwO/+62f4ib//YxjfQpfzxwUjpR9d2ImSxMZrO/QOethTm5nlMpliiunQQlYV0oUUyVyC7kHvMPlYRRDi3ilJEplZKZP5OlHyew3HBOcY73ns3j7g+nN3URSJSrWIllApzueYqZZwXA9rHF/NKoqMJIskvsFkaDwwOdhq49oO6bzB1u0G5shibqWINXHwvJDKXJZMNsnO3Rb5UopMxmD7bhNE4UgMmEwouH6IoSixS8kLmI5tkmmDwA1QNYXV9SKyIhIGEbIs0etPyaYTTMcOrhd3AyiigCQrFNIJUlkD03ZxvBDrUOPjuj5+GDKe2HR7k7ixXpVAEONV1xvVBhEQCviE2LZPRBxMJ4QQHe5/RAQiQiYTKw47BBK6wtR0UUWRfbuHrqkIqhRb9Wfy7DcHjKYWeBEJXcM1XWzHjydPxPojQ5ZABt+LLfy+H5eEhm+xk8si+Ie7qoA4yfetw5c3yUw8mYnum8wcWtnlQ/ISxgRKFN7iovJj4hPb6AWEKKLXHmFrKposo6sykucj+QG240MokEkZZAwVzwtJaTpyJHLhzDy7tQGKKrG6XOLPfOoSvfaErz53hxtXa2SzCQ52O9hjJ14bEnfC+Y6PaiiEuSTZtE4ipREJsJxO8NBjayytligW44lGdamIpils3amTSmg4IwfmI+o7Pbr1IYVcil5riCKLCELEZGijGQrnHljCNV1GuTH1/S6+45FMaszMZ1hYKeI6AZ36AFESmF0skCul4/dNiNBUkcpMjnZ9wPbNGvMrFYLAx526TEcmuXKapbVZrIlDbaOB7/nx63J9pmObMIxIZw00XT4SzxpJjWI1z8xSkdVzC1QWCkdi36XTc+zcqtFrDGINzqlZNEPl3qs7dOp9NF2hvd/DmjqcuLh0ZOEWBIG5lQozS3GOzRt27slgGpd9prT7jB/t/R7W2GLtykr8My4J9A76DJoDjJVvnLz+JwW5coZzj59kOjKZXZth1BnTOeijagor5xfJFtOsXV6mdreOY7qcfmSNfCWenkmKRKaY/pYpyn/acUxwjvGehm061DaaRGFIYb6E74d0W0OmfYvEKZ3Z5RKj3hRFkVF1hbmVEtni2ydSvdaIWy9vUdtsIkoSjuXGwXuyyMFWG0mUCKMIw1BIJDRcy+XZz7+O5/skEgpBAJmMRuBGmGMbECjnEyBKuH5AJmcwWy3Qag4pzWY5faFKNpegUevTao6wpg5REDJTTtPpTOgPp+iRypmz85w8NcdwOKHdN8kkYaLKjIZThFCikEwwHFlMJzaCEHdamZYHBLEL6+gVRuBG2L7zZuXBGyTgUCQjROC5LqtLJRJJjVZ7yHQyxVVkXMdH02QSSQ3f9Qm8kKQiIxhxF1gxm6A/sHAcj3TOQDdUmu0RqiCSzBq0OvF0KX4q8URHkUSCMEINRBQpzpnyCXAOE4gBEAUiKUIQ46kPYYToR4canTfdZtrhxMo/nNiIwlvI0eHjxkQpXsdFQUQohbiuy7hvIYkCQhjnQSGJRKqCp8h4rkeoyvS7YyRBZLmSJZ3SqJSz8SrKdpnJpWnmktT2unTqo1hbI7xZrqmoEpVSinw2Qb81xJnoZIspzp6vcursPJnsm45EQRAwJza+47N+Zo5b1/a4+coOURBSPKxc6bXHKLpMqZylXM3H9QCyRKM5ZDyI3VeyKDJ7osCJ0wtMhhYnzlYRJZHxwETVJAbtEWpC4Q9/4yV2btcRJIHpyEbVFVZOzaElDOQ5mdpWk3F/Suegj5EySOdShEHAdGTRbQxBgOVTc5y6vEQirXOw1WKmWmB2pYQki+Qr2bddUBRmsiTSejwlVCSMlM6oO6HfHFI6dEx5jkdzt03ghwgCJNI6M0slVF09cnsGfsD2jT06+/247LOSYfX8IvphQq+WUBFFgenAJJlLMOlNUQyFxKFm708D3pjoFOfyjLpjPNePw2YPnVHpfIozj56M+9X+mANk/zhwTHCO8Z6G53iIkkhxLseoOyGZNahUc1QWy+RmsugJlTMPrVKYycYC2rdY4cMwpFsfMOxO2NtoEgQR+XLmMEhOJJUZEwZxKaVuKHiuz+6dJr/6z3+XRq2PIMXTIDGIyOQNNF2j3R8gSSKZXAJNVxhNXBaXC6QyBmEQEdgemhyvrCRRJJUyaLdGTE0HZ+rgun4cxy8KlHIJFElkPLTotKf4gc/qiTKuH3Lrlo8i+WQyCcIowjK9Q0mNSHDYjyUepg+HQQjh4SrKf7OVWxAF3nL+P3Is1fZ6scU3iEsUNT0kmVSJENAUCdN0GY6mBEGE5/iIoojnh4iigCKLZAyVQiHDZGQxtV3CgR0Llg9Tft94PN8LkEQJSZLIplSsqct4HKBwqAt6wy4OyIIYW+i9eP0Ur/wOjxEhqclYEz92EAkc2dCleGxDGBLnzgBSECEfTshcN4g/Yzdui49CMFSZhKowU0rhuSGaIhJ4IZW5DCIRN67ts7fZZudOA8vyKFdSVIpJrr2wyWRgHbnSNEPGkyJyeYN8OsGgOWJ6qKnQdRkR7iM3AI7t0W2MSOcSVObzzC+XuHttD1ES8F2frVsNPMeLq0aySUQBSrNZoigkmTGonihjmw6+H5AvZZhZLNBtDA5LFU3qWy3CMCIMQsZ9k53bB3E5pKZijm26B30OtlucvLwEUcT6+UW2btXYv9cgkTZYOT1LImMw6kw4+9AqW9f38T2PMAoZtEbYE5fA9+MJzlzuHUPl4J21KW+FH4S0djvYE4dsMU17r4s5tlm/snI0lejUetQ3W+RncniOy/7tOgBnHz0JwJlH17j92CluPneHcDvCSOi870ceIfsnfOX+ThAE4W0ZOF9/+/cjjgnOMd7TUFSFVDYRr57SsaPp9IOrPPTh8yiagqLKbxMrB35Atzlk68Y+7YM+uWKG9kGfKIiYXanQbw+xLYfiTIpUWic4bPcGiU6jjx+EOJZPIm0gZ0Q8QUDT1MOmcIFsxiCVMbAdl8gP6Pen9FpjLDNu0By0hhxoEsmkTuSHyBHMFJNs9CZYE48gCpFlOf4l3xrRaAzRVIl0xmDUs8gVEhTzCSZTG0mM6xeKhRS6ITM4dLsEYkgYxiQurqqIjgL4wrf4woU3kgJF4ZAvCIR+iBW4sctGEomCCN8JmZounuMhqRKyqqGrIoosxSRIkvBFEccP6fdMAh80UcYXfKypE49WxLhrKSTmJbosMzeT46GLi+wfDHj99sFhe3lMvoje7JEKvJDICxAQYvH0oaZIFkBRJEIvJigJQyWd0Gh1x0duM0NXEMOI6dRD9kGKBAhCQitACuLU5sgPiVSZyI9QRJFkQmFxvoDvB1Tn8siSyGRis7/dRVckypUMIgIHex2iMGDcN3HHDgoRQRSnSduWT76YJJXQkaOIseORy8XVBom0TqcxjDNRDh0/R63oh1fjjhVXixBFWFMXAaiuFPFdn2F3jKqJpLNJ5lYK7N4+oHMwIF/JMlMtMBmaZPIJxv0pekIlDCK2b9YI/ADNUOm3h9y7usd04uA5U6IgREkoyIqEY3l0G0NWz1VJpvT4Z0yWkMT4gsKeCKxfWSKZMsiXUrz6h7cZtkb0mkOMlE7noIdruZx6aJW5lQqe6x+ZFL4RqUlmDQpzsQBZ1RSG3SkRAnOrFVQtvrjoN4aYI4t0Pp5e2KaLJEuMumNau11GvTGj/piZpTKF2RyqqvLDP/txTj24ijmxKFcLrF9Z/aP89XOMP2YcE5xjvKehJzWWTs+ze/sAQRBZOJli6dT8fanMb0WvOeTas3e4+9oO9Z0OmqGxdmGB2cUiG9f2sU2bXDGNpqv4gc9k4DDsTLAsh73NZhwiqCtEatxBY05tbMvDHMWW2XFvxLg3JpnW0VMGpy8vIikSO5ttUmmN0kway3Sp7XQY9U0WVkoEQYQ5shh2J3EasiSQyegEjo8VhAgizM/PEkUh+zsdiIosLBTo9sa021N0XSGbU0inDVRVYjIyEbwwJjBvmKXeUBvzhjYl/uJNOUs8XYlt6CGCEMWCUFXBtDwmY4swAtuM0IOImbkCDz98goiI3/u9a0yGceGoFIFn+ziqi2f7SG5IQhCxpUMnVxSiqCKJhMbcXJ71pSILM3nMqQtBiCyJRFEUrym8IA70s+PXIgbEtQ+KhCTGAXlKJJISNSJChLSCoWvxBC1pxFMUWcTQVAQ/omUPUAQZVZOYDEwC20eSpVh/JAqHY/4I23RwLZ/ID1leKnPu7ByN+hBdk2nu9+lOXLrNEaqu4Fge9b0e3faIwA9IJVUiQcQyHQTgoYdXmAwtzKFFFPgookZ9p4MkibhTm2efSh7qu3xKM1kq1TyZfILdjSaN3R4HW23MoQlE+GFIrphGVUQSCZVOrc9MNc+Nr/Xot0dMhja95pB0Pkkym0SW47qVxfUK06HF7t06uqZgTh1GvQlGUkVVZbq1HqquIqsixZkMS2dmWT+/iGposWV7YOI5HpbpYE4csoUk+UqWZMqgtFDg1JUVbMvBnNjMLBSwTRfPHbJ/r4mR1Nm7HQfvKapMdX3mKNfmrZBkidXzCyTSOvbUIVvO0NpT31aH89ZBhZ5QMUcW/dYw7sdLKMiKwvO/9wr9ep/pyGZ+fZYP/tijpLJ/+qY2x/jWOCY4x3jPozSfJ5VNxImq7zCxeQODzphXvnSLG1+7x3RiIkkSoijQ2O2SLaaYWS6QyhqU5vIk0wZ3r+2i6TLjkYk1tZmObBJJnYSmYI5tAi8kSOkQRMiKxGRkEXgRoRBgThxEUeTc5UVUQyWR1BiPbHzXZ9CZkM4YTEYWB3s9xiObdn2EEESIh03jjumRzhikswZ+EJLNaIzHDpbt4QcB5WKacjFDQu+QyScwdJlb1w/YvdvCnDgEh1UOwmGQ3qF9CIjD8eJizje1u8JhBfgbbdh6UqWUN+h2p4RuLAGWRUiqMlEYMRnYJA0Vx/ZQIsgldSJAVyRGfRM9FIiiuM9JVERySYPhyCaK4sC9pZkcn/30A0xNl6vX95hMHCQkFCFEUN4gN2H8vKI4j8cPw8NgwCiuPkCkUk6TSum4lovpeJyYL1AuZ1AUiXwqwXhsMRya7Gx1SGsquqIQ+SFOQGzBJzoqyIyCiGRaQ0Qim9LQRIlSVkcSRKoLBa5f3aN1MKDbGNBvDQmDENfx0HQF1/bw3QArDNF1FV2RyRVSlCs5zL5J0lAZdU127jZJpHQyOYPdO036jRGpjA5ELJ6YwZzYLJ4oI0kizb0O/daAwA1wXQ/X9Ij8kOpaBddxyeRTREHE5vV9lk7NkkjqNHa7TPomH/7swyyszx51ytXuNdGTWhwtYKh06kMyhQRrF6pM+iau7ZBMGZx95CSaKnPqgWUSSYPOXoeDzRaW6aAoMr7rsXR6nqXTFq9/9Q5bt2pIkoSiyHGu1FxsaW/sthn3p+zcrGFNHLKlNNbUZvfWAVpSiwdwQYSR1o/Ex6qusnho4Q6CEAGB1m4H9fD9rSyVMN6SoF6cz1OYzbN7q0a6mCZXyqAbKk/96lcQojB2Tt2uMR1M+dH/+6eRpPe2Zfr7EccE5xjfF9CT2ttspW/FoDPi5aevs3vjgDAMyRczTMYWtukiCAKtWo9zj6xx8soyybRBpz6gsdtj0BqSySewp3GRYOD7TPsTQi+2n1dXS1Tmc0wnNq+/sA2ECH4IYkjoBeiGQmEmQ+OgT7s5pLbdQUBAMxQUSaZdj68+3wg0DMMIURQI/QDDUJAEgUAQ6XYmJJIaSUOBAMypjWP7ZNIaCV3llRc22dnpMB7ZREHccRQFsdpWFAXCw8ybw6IlxOgwXVgUSOgKrhcS+SFEEZookNMVPMtHRURSZEzLRZJEEorMeGQzHZo09/v4XhB3M2UMwjBkZ6uD4/pYpofr+4R+GMfS+CEpXcMPPJKSTCWRwOqZJNI6Z07MgiCQ0GRu3mswsR0EBFQx1uv4bkTgh8hBQHDY4iWqCtmURjmXYNgzsU0X1w9QEXny4TWWFooIUcTtuy1u36jR11XUmRz1vT7jkYWeUFAlCd/2iAQBUYnThzVBZH4hSzmbwndcbNNj+16DdNogdFxUIJnUcF2P8cBiOrZQZZnA8QhdHz+UsUOXRErlsQ+eRNck8sU44M1xfcaDCYahUpnN0tiNQ/wSqTgk79rzGxxst6htNskX06iKhKYppCpZJkOTsTxh0B0zHZpIYrxmS6Y0EAW2bh7EGT6mB6LAdGRhvPXfgwCzi0UG7TGO7aEZymEacZH1ixaIEaqmEnoec2dmKc8X8LyAZq3HqDumOF9A1WU6tT7D7gQjrfP8U9foNYZx5tTQZG65jJ7SMQwV2/ZJ5RK4tke6kERWJNK5JI3dNpuv7Rw1ZqdyKU5cXHxbnYAkiawcTnSsqYOR1Kgsle5zBcmKzPoDy4z7EzzHI1VIcuu5u0wHEy5+8Gy86uqM2Xp9j15jSPm7TCo+xp88HBOcY3xfI4oiavca3Hllm9pmCz8ImAxNzIkVZ0focX3DyukqaxeXUDWF6diivt2mWMkw6hUwRzbTtEmukKTbHCGrsauoeqLMxUdOEAkC157fwB7b8Qk/YyBKAtOJxbA35aEPnEEURXRNZty3YlfNbI5kxsC73SAQIJXWUTUZ04y1FkZKpbqUx0joIMJgYGGZHrIkMehOkGWRbD7JbDlHba+Hbbsocmw7JwwRgkM+E0TxekcRDzNm4sDA8LAgNKnIhF5cFFldLKLKEs16H2fqUZ1LkJkvMBhbbN5tEAYhvc4EACWKaO11aHcmjMcWjfoQSYTR0AZCVFUknUnROhgQOD6+AGpCo5hOsVQtcObULNtbHSIBPvrxC6iqTFpXGHdNhlObySRe/XmeT2S5sbBYFBCFCEWRWVsuszif5/VXd+MsG1XG0BXsvklSUZgpx4LMwA8Zd8cU8wk8x+e54B57rk91vgARNPZ7KLKEpsoEfvxeaaLAqDdBAm5f3ScMI7L5BLIi4lge5nCKNXEZD6b4XkCmoBKgEgWQyBrMzucQgCsPr3LvWg3f8ZCkuJIjmdKYreZRZAlrZAMR7f2IyWhKrzmme9Bj+8YBcytFBFE4zMNxYzeXH+JMHfRiEkmUaOx06dYHR9Oj2dUyiq6gyBJbNw84/9j6UZClntTYfPoGrhOXbc4uFhFEkNV4NWSNLYIg4vSDK1z54Bk8x2fz+h7TgUkURjhTB6KIdC5BvpxhMpgyHVpUqnkUTebgXov2QR9rZCEIAtWVEgvrs7R2O5gjC7WsYE0dzJGFPXGors8gKxKdgwH7dxuceWTtbf92VU15Wxje1yOdT5Erp3n9K7fZuVlj2B6hqDK+E5Nr13aPynmP8d7DMcE5xvc1ahsNrn75NvWtFoqmIADFmTSdxhDX8Vhcm+WBD51l7dIi1sTm5gsb2KbD/kaTXDnDmSvL3L2+R3IQ53youkY6l6DfHqMqMps3D+JQMkNF1RUiBDzXJ5HU0A2NbC5BMqVz9vISyyfjiPZ7N+oMexPMqcPiSoGVs3M8899fZ2ejhapKyLJEqZShWMqytFqm1RpCRNx5FcYamlZjENvhxxZbWy12tjrYtnfYf/BmVt4bVmkJ0JS4kZggwJp6SIqIokjYlhtbrVUJcxpPanRNQzNiPUs+Y5BO6QRhTI48y6NXH3Jr4uIREYUhXhRhhxGaLJBIJg+nGREpTaZYzlCqpCmUUoiywPrJeRRFBkHgzt0Gg8GUUilDba8HbshSOUtQTLO91WFk+wSCjC/FYuh0SieV0rl4ai4man5ISEToOCRUhdpWh5vX9zl3YQGAXD5JuZLBdXzGQ5MTKyU806VYSBEGIc39PpVymlNnq2zcbTDtmTR3+0iKhGu6REHIaGBTXS4gCLC/0WDQM0lmdGRBIASmUw9FBlkRyaQ01k7P0O9MGXamOLaD7wY49iSOAZjPxWFsnQmJrE4yadBpDhi0RoiiQDqj49ke2zfrqGr82ThOXIuh6gqCEBF6Aa7n4VgO476HosZC79APqJ4okytncC0X14nLZn3PZ3+jQb89RBREVEOhMpNh8fQcnh0QhBGh71Ndm2Xp1ByqrrB1fY+Na3ukcgaJjM50FPevKarGhSdPoqoqURC79SRFwvN8HNPhYLPJyQdWSaR1avcaKKqEIAq097vIqkypmmcyMONm7TBE1WVs0zlsuf/2ichkMMWeOpy4vIyqK3RqXTq1Ltf+8CayIhFF8PgPPng8vXmP4pjgHOP7EpPBlM3X97jz8hZhEFto04UU/eYIMW0wt1Lm4vvOMLNcIpHS4wK8WwdYE4dMIUUiNWL/Xov1y0vML5XwLI9cJYPreNQ22+iahCDEGSeiKPDg+08x7E3ptsdIooCqq6QyOoXZHBCLfCVRJGGolMoZVE3GtlyMhEa5kuXsxQXK5TSCIpPOGnEujSii6TLZXILabo9UKkEma3Dv1gFO30dVJTqNEa32KCY3b0kA5rClWHgjDM/24zWPKOGHYeyo8kJsz0HTFMIgbhhP6Ar2xCFXTJDPJ+m0R0iySCGXRJQEWvsDPMsj8IKj/q1kWmcycSgVEyAKJJI6E9MmdENmq3kefnSNVEqnftAjEkVGgymSKGFPHRKGynBg0TgYsHm7waAzZto3UTQJc+wgqzIZTSEMIpJJhUIhhW5opDSVE+sz3LleY/NOM27ylmU8N+Dai9u87/2nmK0W0HWF6cDkqd96Bdf2MZIqM5UMqiITqrB2qkLkh0zHFglFQs0lmI4thp0xk/aEVNFg2J/Q3GujKTKO4+O7AZ7joenqYd9XnNXs2TGpuPPaPoVKiv2tBqqiUJrLEkVgTW0uPHyCUX8ar10MmV53iv+ii2u7JFI6QhQRRiGe7WKPQ8rzeQRZwBzFIm5Nj9eYge8jCgL5UjzBaOzGabeKqtCu9Vm/sICRjLUt/eaI9l6XpVPzZIpJRodi9mwxzcxiCd8N0BIqqeyb+TCtvS7D9ohKtcSDP3Ce1796B0kW+eAPP8STP/QwtXsNUvkUjd0OjunRbfRIpgwaW23MocXHfuJJjITKoDOhuj5DvpJFkiWGvTF3XnqeG807OLaHKMIjn7z8HZEbAM/x8Vyf8mJcguz7AQun5gnDw/ycpMGJi8t4rn80zTrGewfHn+gxvu9gji02ru7SqcW/9IkEPN9HlCR8z2dpbZ6LT56mvBDbae+9tsO4P+Vgp83K6SqyIrFyZh7Hcgm8gOqJCqcuL+G6Ps3dLvWtDpKhUprNYSRUeu0xYRjx5Mcv8uxTrzMaWCSzOo995BxnryxhTSxUQ8X3AlKZBKcuJfEcH0kSqO902LvbYjwwGfZMSjMZFBFGAwcjrbNzt8V0aiNGEcViku7hY03GFvbh8/N8EBWIQgExCmMNjiQiSBGSKOGHcbllFMJkaBISx8ALYpzsKyKQzacI/BBFlcgXkpSLaWzLxXd8SqUcqYTGoD3C0BQkWcS1PQQEgjAkkdRwLA9JhFQ2QTpnEBwEhHLEqbPzlCsZmvUB1sRBkgWu7XRRFJEoEjh7scryUonbr+8xU8kyHZt0W1NEEwLHQxVViuUkru8zHcd5K/MzacyRzcvP3kOJBPDiolGIOHlmFsKQem3AbLVAtzXiq79/g8ZOF1VVmI4sltfKLFZzaJqMQJF+z8Y0HXzLxSip1DY9zIFJEMB4MMH3wpigSiKu68eZz15AbibDqAdhEJDO6KQzBpVqnlQm7qsSBRFFV5AUieJMDlWVOPvQCr3miG5zSKaQRN1o0l8oEDg+o4EZk76khpgUkQSBVC7B4skZuo0B3caQmcUSB1stxv0pYRCycq5KrpDC90Pa+z12bx9QnMuTr2TwvQBVizu11IQWE1M/jAP/+mN8N57A5Mrp+8opwzBEkuOwS0WTmV+toGkKc6tlPvSjjyLJEusXl/jsT3+EL/7Hr/HKH9wgV0hx8oFVfD9g/3adjVd3mVupoGgSYRCRO1wZtmtdnKkTd8epEo7tsXV9n3K1SH4mh6orR+F/7waqrqDqKuP+lERaZ9QekS4kefCjF5EVOc4MGpr4xwTnPYnjT/QY3zcY9Sbs363TqfXo1HqsXlzCsVxGvWlcSKdJzJUqnH1snVI1jz112Li2y3RoIUoCg8aI7QhOPbCCa3vMrZQ4/eAq6Xzy6ApzZrFAbauFa7tIsoBjxbH8oiRRnk/z5CcuIKsyS6dmmZnP8uv/x9PUd7uomsxDP3CGRErDsT1ys1m6rRG25ZPKhYcjeuh1JrSbQxIpnUc+cIrR0Oblr93DSKgkkiq3rg5o1fvYU5fgsKE7iiJCT0TVRXxfJCRCVaWjum1BFpAEGUkUcBwfwghZg8AHWYmnUJeuLJHOGqycmmXcM6kf9Om1x1y8ssQjT6yzv9PlS194Hc2QySWSRFHEoDvBdWHYm6If6h6soclMOc2HP30Rwojh0GR3s0WnMaI8G590U6pEvpKmMpcnX0wxaI8YdqZ4jouhqlRmJaYTG+nwPVclkYSRYHEhwdJCgc5+j9sb7bj8tZAgk4p7eKqLBebm8zQPhqiHJ7NbV/eobXVIZwx0VWYwMLl7dZ9UUiOTSSBIIpXZNJ5rEPoBtmUxbI8IvDi3RxZFXD+OvheBRFLFsVxEQWA6tKmulHjofScYdEwyOeMoUM+cOBQqaWzTw7N9mvtdLj9xkkw+iaarmBObWy9tM2wPWT41R2kmy2vP3sG1XTRDIV/J4rkevu1BFKcMK6rE3HIJUYBUVmfQHOOaLvVRG3tiU5jJ8MAHz7B2aYlRZ0K/OWJmqYieUCnOZBl2Rgw6I0btMZqh0q31GbZHFOfzrJ5fxDFd9u/VY8G27WGkNEbdCbIikUgblOcL9+lZLjx5mpMPrvAv/rdfwfd88rNZbnz1Ls29Di9+8Rr21OH0I6tU12aPvse1PBJZg1Q+iZ7UqG00qW82eekL1wDIltKUqgWqJ2eZexd1CslsguWzVfZuHzBojTHSCeZPzGCbLkZSOCQ+Bop2fCp8L+L4Uz3G9wXsqc3G1R3siUME9JojUrkOsysVHHsf23RZObfA2sXluLBuZHHzhXvce3WX+bUK5UqB5XPz1DaaNLbb6EmN6okZMoXUfSmhkiShyjKtdhdJEnFsHy2hcuriAvlyhguySDJjEEURv/5/PM3Nl7YpzGYY9af84W++wkd+/LE44XhgEoYhnudzsNNh0IndNbIioegKgRcyGpggCGi6zHRss3W7QaPWw57GYYCSJBGG0VEise/FwX35rMHsYgFRFtnd7OB7Pr4XEIXx2kqSBVRFRlAEEmmdYjlFIqmhygopTUErp5mv5hgOTKpLJRRFYv3MHNORyd5OjyAMMEcOvutTqGTRD0MIS3NZkkkNURR5/INnUAyFW9f2uH29xuJqicpMhqsvbtFrjXAdj8AJaO33SWYMZFUikVQIXB9NkUlWshiHV/PJjIGiiCwtFxl2pwiiQGk2Q6cVTyFK5TSOGzDsTgjCkDPnFzhxOj6pmlMHohBJVpiMbcyJHT+2F5AtphBFAd8LiaIQPJcbz2/Tb4+IwghFFhFFEUkSUJTY9h4GPrqhcv7BFVRD5Qc+fZlKNc+Lf3CTKILpyGT7Zh1BgMXVMqXZLMPelMJMmrXz1aN2bE2XcUwbRVPAD8gVkpx/+ATDwQTfDijMZhi2xliWg+/5zK+WAIHOfhdVV5ipFskX01hTlyiU0BLxRNH3AlzLjVvigzcmNBnWLy1R22hhTR1SGQMjZVBZKhEGIa29HkZSZ9AaMh6aJJI6gR9QnMsftVHnK1mWz1Xflpir6RqXPnCGr/3Oy9x+foODjSZ6UiWR1rn98ibJjMGHfvSxo+ONdJzoDRGe7TJsj8jkYj1UEISH7qqIvVs1UtnkUajfN0NlqUS6mMJ3/Zi41QfU7tYZtOPgweVz1fs6qo7x3sHxp3qM7wtMRzbmKE4rjZ0zE2qbLbSETnmhyNxqmZVzizEpsVw2r+7QPRjgOR6NrTaBH5ArZ1k6Pc/apSUSKZ1UNvG2X+iJtE4ya5AtplG0OBMmkYmzPHKl9NFxjb0umzf2SeUMcsU0Rkrn5Wdu4v7qs1x4co0H3n+ag+0Og/YY3w8wpy6DzhgjpaMndMypzeiLUxzX46DWj0siJRHfjlckkigiRFG8d/LjKgZJjcnA7FyeXEpnfrlIYPoc1PuEQUDohxgJlXwhnkipioyqiZRLacQQcjkdI6mjBQHNvR6261Hf6ZJIqYyGFtl8ktXTc+xutnFsj49/9gHOXl5i88YBmqGi6fHJu10fEEYxQTh7cREB2NtosXnjgGFnQhDEBYndgyGyrlBdLrJ4YoZRfwpRxLA/oTKXY76ap1hOM7tYYNSbxCGLikQyrccW6DAO+pmZy6EnNUrlNNWVEpcfWDlqi15YKpHOJek0h0iCCIJIoZRGFEWmY5uIkJsvbNFtDhn1p5hTB91QsS0XEZBlkVQmEYtlBfBcWFqvMLdUpLpS4uJjJ6httJiZz7G72WL3TgNZlUhnDfqdEa7rceryEusXFtENNbbS36rTqfXxHZ+DrRb5SpbKQh7f9Xj4g2dBELCmDrOLxTg5WpJQNZkIaNd6ZAsp0oUUELF984D51TLWJF77uJZLrzk81JHFa543SiqLc3nCIOTWixuEQRxHIIoSkiQy7I0Z96eUqgUEIdaQKb0JS2fn0QyVZPrt7d5v4AM/+iiyIvLf/r9Pky4kOf3QKvlyhvpOF9/3UfU3m7vnVsusP7DCrec36NQmiKJAZblI4IWk8yq+Fx5NjlzLhXdBcACMpA7JNx6jQq6cwfdiwvPWxz/GewvHBOcY72lYExtzbDEdTInCiMAPkBWZmeVSvLZYnyFbyhz14viez+7tA/bu1ikvxM6KTr3P/t0GoiiydmmJmYXiN3w8RZWZP1FB1mV0XUUzFFzHwzVdxv0pmqFimQ47t+uM+ya+F0AUsX+vRbc5wkhqPP/Ude5d3SdTSiHFZUkMuiM8L6DXmZAvpnE9n3v1Gq7lYbs+iYxBZT5HvpCi1x0jyrF+4bC6G0URkQWByA8RoghJkdjdaCMJIfmURpSOg/hyhRQLK0Wqy0V8x0cAMtkkrYM+yZSOkVAZ9qa06gNkWWT/Xgtr6lKey1KZy5FJ6/zQX3wcUYp7vYIgRFFlmnvduG8LGHYnvPyV20QhJNMandaE1kGffmeKbbt4doAbBQiCiCyANbap77bJFdNcfnAlDlacxJOLbNZg0BrRbY5iIjhx8L0Az/OQ5dihM79U4NEPnGZhqYhje4wGU0aDKZl8ktXTszzx4XN8+fOvI0oCC2mN6lIZa2oxGVpsXt+jfTAgm0/g2B626aIbCpquMBlZiKLE5fed4MTpuKwy9EIKMxmMpMapSwv02yN27za5/co2w/4E5ZDcJNIGhXKWfDnN+oVFVE1hMjTxPZ9+a0hhNst0ZNE+6DMZxvqR0lwBLaFx+f2n8RyP2y9t4bsB2VKaMAi5+9o2uVIm7okCJgOTTD5JIqkzt1KmvtWkvtNFNVRWzy0c6V7ewBvTo2whzcFmE81QCfyQMArjLJ5ebHt/w3klq1I8ofsm+VIAhqHykT//JI7l8rX//iql+cLhZMwjf1gQ+tbn8MAPnGdhfY7uQY/a3QZ6UqNX79M+GDC3WsZ144Rp5ZAwfyd4txqeY/zpxjHBOcZ7FsPOiI2rO0cOE9f2add6SLKMKAmce/zkfft/3/PZuLbL1ut71Lfa2KbD7HIZWZGxbYf1y8vMrZa/6WMKgsDCWgXXdglD8A6btWvbLeo7HRIZncnQwpranH90jevPbXDzpW0GnTG5SppMPkXgBdx6ZRsjqaPoMhECk4HJdGiBKDBojwmCkFTOQE3rRCMH17SJgpBCMcVwYCIAiiTgh6DrGpmcAaKIbdpIgDONqwJUSaZUypArxWuA8lyORz5wmmRKo77XZWY+rrTwHI92fcD8conWfpcwCOOsEllmPJgyO5/HSKrcvbpPJpdg9o24/cMpUuugz95GC8+Jc0dEUUJPqFhTm35nzPxCkURKQxCgZfYQFSkO81NErLHNdGyRySfJFTPkC0l277UQgpDXvnaPYW9KMqUzHsQTllTWIEJkbrnI5cfWuPDgMkZCYzw02Xh9H3NiE0WQyhqsn1/gg5+6iKpKjPoTSrM5JFnEdwJmFgp0DrpEYUi+lEKQBMZ9E1kWqSwUGLQmnH90lb/0sx+lUM4SRRGu7REBmq5Q32lz97VdpmOTydikudvDSGvMLRbilU93xMlLCzimw73XdvBcH0EQYsdWWidXTlOayxIEEQtrs+gJFd1QY+JGrK1StDgE0vcCZFVGEASG3TGKKmOObU5eWcb3AoadMaqusXJmnlK1QOAH9/VcvRXzazO4js+wO0IUBBbW55g7USEMIpq7HSDOHKqenEVLvPvpx8Mfv8St5+7y+lduI+sqK2fnefzPPPC24yRJZHa5FP+3UmH/Thy+iSig6SqB47Nweu5draeO8f2NY4JzjPckoihi7/YBnf0uCHH2DGHEicsrZEtp9IT2tqvHYWdMe7/HwvosoihS32rhmC6Lp+c5+eAy1bWZd/XYpfk8kiIx7ptMxyaN3S6pbAI9obF/r8HNF7fJllIkMwZnH1omjEIC32f19DyO5TEaThn1Jgx7EyRFJAji4sBU1iBTzFDf6cTZJ6KIrkkQBvhuEBcQRhH5vIEgSkRhhDW1UVUF23TQDruRhv0poR8iSgJzi3lcL8T3Q3zbJZPVOXN5kU5jiMCb67diKU27NaJzMKDfnZAvpY/yfqIwpFWLdRrNWhfHsjl9eYXZpSJhGDIZmFx4aBXP87n23Cae45GrpEhnEzRrcYmppilcfOgEmqLQb4/i15sxmFksMh6YhGFEOm2QSevU93sUKmlWT81y9Wt3GUdQmc2haQqD3oTl9Qr5cob55SKXH18/WiO2DwZYU4fyfJ4oimju96ntdFg7O88HPnWRnTtNLNNF1SQW12bIFVO8/txdXv3qPTw/JF9K09zr4XsB5tBi6WSFCw+uEnghtuWye6fOZGghHa6t7ry2w969Jr7rs3CigigKRGHEeGDSrg9IZw06BwPa+12yxTTZYop+Z4xjufSaIwQptn1LsoQki7GIeCUm2JIskSul2Xh9n+lgynRkIisypx86gSDENQfzaxUW1mfjZvDehK0b+9hTm3FnTLfWxzYdVs4t3LdmDfyAYXdMIq2TSGsU5/IYKR1BEFg9v0C2mMJzg1joPJP9tlqqX3vmBpOxHQvmBTj7yPq3DOorzuXIldP4XkAQBHi2H68h32JZP8YxvhGOCc4x3pMI/IDOQZ9OY4CR0PAcn/Zeh/xsnrVLS0d79zAMae506Nb7jDpjJgOTmcXiYZKqiG16rF5YZHb5m09u3gpBEMgfhqlt3+hzcK+JLAoo1QLWxAHC+GpbFOgcDDASKrPLRXqtMYHv09jrYk9dFEPBd30syyeKwE8EdOs9bMuDIGDUGRNkdcIwIpHQSRgykipz4aEVeq0J3faIxp7LqDcBMc4ASSY1UmkdSRaRRIFh30TTFcyRxXRkMe5N4kbmrIGR1Og0hkiKhKRKPPDEGslMgkRaYzwweaO7qtcaUZrL4TguggCdxohEqslkZB5eZQvoCRXJlUikNMZBgOt4hEGALMd6Dsd28V2fucUC70uejyc0okDgh8wtFXEth9Zuh/pWC8tyufToGtl8ElGSkVXp0LosYCRUVFWhMp9H09X7TsDTkcWwNyE4zOep73YYdEY4U4fFkzOcvrIUT0Jk8Wiy8eSnLtNpDdm93cDzAk5eXGRmIUd5Nsf6xQV8N2Dndh3fC+jU+6RzSaZji727TSJgOjTxPB89oaElNHzHZzpxWF6vcPrBFSYDk4PNNpXFIpIskS2kIIyoLBUhgsW1WWRFRjoUp2cKb5ZCziyXuffaDtOhRSqfIpU2CPyAUw+uYiS1+6YzpizFfU0LRURJxDYdOvUBcyuVoxVTEIRs39jnYKOJNbEJg5Dl84ucefgEEJOq8jdZz34z3Ht1mxc+f5VcMc3y2Xnqm21e+9JNrnz4fPyavwlignf4Wo47MY/xbeCY4BzjPQlJlgiCAGtkkUjpdBt9es0Rd1/dJFNIsX5lGT2p09zpsHltF91QcW2Pbq0X90PN5lB1jcXTVeZXK9/WlSrEreRbN2pIUix83b3bwA8iRv0ps8tlsoUUO3cbTEcm+VKaippnNDLptUaIkoCqKSiyjOcHyDJ4boQ1dQ6D+vzY/h34ceidrjCzlmVxfQbLdkmnDeypy6AjcOrCAvW9HsPuJNZenJzFSGrMVHNMxhbbt+rUN1ooikR5Pkt7v8fv/Ptn+exf/wDr5+Zp1wf4QUihlKY4k0EURbL5BHsbbYa9CfMrJXzHIyIicAM0RYkzdgQBzwvYvF7DnFgMOiPK1TyyHDeFC8DWrTqyInHifJVCOY0iy1RXS2TySV760m26rRG5QorJyGKj1qNYySBKAmEQMOqbWKaLpisIxDlGo/6UMIzQEgqu41JdebOV2rZc+q0h27cPCP2IfmdEKmvw0AfPYE1tNm/UOPfwCXRDJYriyVcUQXW1zF/+m59g53YD3wsozeVo7nXJFlKxgygB967usbfRAMCz6wx7Y+q7PdIZ49CtFDuATpxdIAwCfNfnwmPrJNI6oiiwF0WM+1OKszna+11s06WyWKCyUCSde+c1jGt7OJZLppBmbqWCasTvQ6vWjXuXvtGEQ3jL/6Lovpumgyn17TbWxGbUm+DaLr3WiEwhed8q9zvBeDDFtT0Kp3IAFGeytOsDxt3xtyQ4xzjGd4pjgnOM9yQEQWD+xAzd/T7t/T7OxKG6NkN1bZZBe0i71mPx1Dzdeh/dUMkU02SKaRzTwfMCfC9gZrnE0un5b5vcQDwtIILKYhFRFtm5dUBzu0OmmEQzNHzfp7nTQRBhbrmIouuojT6VuQKSLLO/0SQM4vZuURRIpBQ8Nx7TE8UBZmEYxU3aInF4nu8jhhHWxMaxHOYW8siqhCQKFItp5pYKCHLsuCnNxK91+UQFWQRFU7BHFu7UoXMwIJNN8LEff4y1c9W3vTZVU1g9M0tts8WoN2VmIc90bNM56NPY65JI6yiqhLPhIksC+Zks7VqPg80WWkLFmsThiqPhFFmSuPPyBqqqsXxmDlEUKM3mePhDZ2ICOLY52GmjJ1TmV0oMOhPG/RbDzgaj/piFlTLluSyjgYkkSmTyBtXVMvlimtDzae51yJUyjHoTbMsllTRo1noMulNUVUbRFMyJTX2rTRiErJ6ZZ/vWAQdbcY7O8sk51i8t8sD7TwMxsRh2JkzHFtlCCnNs0zzo09rroiUUzLEbrzYdn2w+cdiFIWIkdOZXS+TLacyhhe8HBIfamfnVCmEIWzdr9A765GdzNLY7jLoT1i8v30dygiCkttGgvd/DtT36zSGSJKAZKo7pIknSO+pqkrkEuVKaTq2PKIn0m0PKCwVs07lvgjNsDRn2pxRmsghCitZuh/07DWZXKvcVWX67yBbTGAmV1n6HfCVDa79HppQmXUy/7dggiH/OVfXY3XSM7w7HBOcY71lU12YZ903uvHgPSUxTmM+Tr2TxHf/wRBVbXz3bI3P4izaZS7J8tsrsagVZkb4jcgOxmyoIAqIIyvMFXNslW0xz4sISL//BDZ7+9Zfo7PXRkgqu5fHgD5xl4UQFa2Izv1Bg0BrSqQ9xbI8oiphbjBvJxyOLKIwwkhqO5SOIoOjxukvTFaIootcaxym5ioimyiQW8vRaYyRJRFYk3KnDzu14elSpFsmX0/SbQ6ypS34mTUIS2d9osX37gDMPrLzj62vsdtm720DVFEQBXNvBnjrkyiky+RREsd04X8ow6ZtwuI5LZnRs0yFCIAhC7KmDY7mkswmiMIotz7rCiXNVzl5ZZjKyGXXGhJ5PfafLzu0DWvs9jKSGZ7mEjkehkiH0QxKaRC5nkMvrvPrMTWpbLURJ4OSlZdYuLGIOLYyUxsrZOYgiXDdg8/V9osOsoFF3wtP/+Xm6zRG5YhrX8Wnv9/B9n8vviwmOqissrs+wc6dOu9Znb6PJS0+/zrgzQZBEEikdc2yRzCVJZQ0mIxtNV7j42BqPfewCqq7QbQzZu9tg2B4jiAJLp2aRFInGVoC+VmFuOQ6wa9V69JrD+whO96B/WC8SN71bE4dWrYfreIiSxNxq5R3Ft6qmsHZpmf17dTav7uJ5PtbU5s5LW6xeWCQ/k6G916G52+Vgs4V7ag4jpZErZxBlMRYkfxcE58TFJR77zAO88HtX2dtokitk+Miff/K+6U0QBDz7Gy/y2pduEEVw+pETfODHnjiy9H8rWJN4xZouZ9/19xzjvY1jgnOM9ywyxTRnHj6BIETs3KgRhSHb1/fxbA/P8Wjtdhl2x3TrfcyxRSqXJJVPUpjLf9ex7flKhnw5Q7vWRRAEssU0axeXyBRSjLoTJEni3BNr2FOHxl6Xmy9s8bG/9DidekS2lKIyl8Mc20iygGZoREHI3FIJpdmn2xxhTh0MI46hn18tUpnL0W0O6TaGFMtpcpU0jd0uxdkcyydnWb+wwHg4xZ16pHJl9KTGwWYbz/PIZlNsXT+ILcEBnDg7h297OJYHgGu7yKp8lNYcRRHd+gDN0MgcnkyticP8conyQp5Rf8rG6/u4lo+ejPNvbr+6g+u4KGqZMIgj+RU9nqBohoYki7QP+syfKDMdmUC8ZkznDFRNZtSd0tjrUttsoeoyiiIx8QNuvryNIguk8ynOPLDCvav7vPT7Nw4nKCnMicMLX3gda2rjez43X96i3xphTeyYhHoepy6vML9aIlNMcvPFTbSEhp5UGfUntGsDIgTK83nmV2PiUZzNkkjrbFzf49Z/2GA6sLBNFz8IsaYOsiKRSmvImkKuqKAZMstn5tAT8aSkPJ8nnUsy7k/Zu3tAc6+LALQP+uTLb040RCEWJb8VzZ02ze0O2uEJ3Pd8ygt5Tj14AlmVyBbT35CU60mNXClDMptg6fQ8kiwx6o6pbTQwJxat/R4nLi7Gf95psXy2SiqXJFNM/ZHUGHzoRx/n9INrTAZTCrO5ox62N/DSU9d45te+ipEyEEWRr/7Wyyiawof/3JP3Hdeu9TBHJsX5HKlsTJCu/uFNnvmPX8WaWGTLGT7+Vz7IiYvL3/VzPsafbhwTnGO8p5Eppnngwxewpy5bV3eQVBlBgM3r+5x7bJ21i0sYCQ3bdlk4PUe5WiSZMb7rx9UTGuuXlxn1JkRRRDKTOLpf3w9IpFTKc3nMsY05dUjnDMrzeQ422kiSiCAKzFbzqIZGMmMwGkwpzWZZv1TlYKtLrz0EBCRBoFItoqky5shGUSTy5TQrp+djwawkMrtUJApDmttdHNOl5OVYLsxRms+xdeOA+dUSvdaQychkaa1E6AcEYUgURXzhP3yVfntMIq1x5f1n3nSSCdx38lU0OSaSt+oEvk+n1iNfiosvfT9OoHXdODvF931cx8XzA9KyhKpK+H6Apik0ttskUzoHWy2MpE6n0ae930UzFCRRQJZFrLFFvz5AViUURUHWJBRVpd8a4XsB23calGazyKoE05Buc8jm6/uH99tBVkTS+QSu5eNaHvmZNJWFApOByWRoMuyO6dT6JNI6miGTTOvsb7RI51Okc7G2xUhq1Dfb7G+0EIm7vNTDUtJMMRWTJF3BSMbW7IWvc+DpCZV2rYs5dqgsxOF54/6UzsGARCpOupZkkezXrXAmQwvHcphZKoEAu7frQOzcezcIgzBeax6usRRNwfd8Rr0Jmq4ys1gikTa499ouRibB/FqF5dNvTyj+TjG7UgbeWbD/6tOvs3+3QaaQJF3KomoK29f34M+9eczv/4ev8MoXruFYLoW5HJ/6ax9GS2p84VeewTZd8jNZWrtdfu//fJq/8v/68SMCdIzvTxwTnGO85xGGEXpSY2alzHRsYY1tmjtt1i7FgWilhQLmyGJ2qYSe/O4DwCzLxRqapAoJytXC225fPDXL7Re3aO71QABFljj36Bq26dKq9VC0OD221xqSLafjziEvZNidkMgkOP/QMq7lYZku9sQmFGKX0tr5KubIJIoiJkOLXD6NZbq0D3p060NkRSJQJO5d26fbGHLqyhLLp2dZOFHh7IPLfPm/vcrLz9zCc1xKcznEMMAPIox0LNI2Rzaf+MvvI1tMMbtYZPN6jW5jQOAHpLNJPM+judslDCNkWUBWYqeWJAkYKR3RclFVBWvqxCFyQVzaqGgykiLiOA62GZOE2y9uMRnbGCkNc2zjmjaJhIKmy/SbQwLfJwoCFF3BGlscbDVRFYnp2GLcHSMShzwKQpxJky0nGfdNcoUkxfkcAOPeBM/12blRw3cCrKlNKpNgOrFo1wYM2kOWTldZu1jFnrr4nn/0GY4HUxq1Lo7pHNZnyAROHIJ3+fGTzK3EOS5GSmf51NxRajCAObbpt4bs321gTe2jvy/O5cgUkqRycUJ2eaFAvvJmGJ9ju4iSgJ7SGXRGACTTOvnK/XEH3wxG2kA1VPqtIZquMhpMmF2J17Gj9pgwDMkW01TXKiycmmP1wuK7bvK+/fIWja0WiiZz7rF1cuV3/7z279a59cI9+q0RQRCTUiOhsXpx8c37f+EeX/utl9BTOuXFIvWNFk/922d48COXGPUnrF9ZBUDRFVo7HTr7/WOC832OY4JzjPc8RFHAHJqx4LScwXN92nttXvn96zz4sQsAh9UK33ky6hu49uXb/OFvvIA5tsiXs3zsJ9/P8un5+4556MPncCyXq1+5SxSGXP70ZZ78wSvs3G4y7U/Y22gSRRFRBMP2mKUz87EQupBiOpzS3u9QqRbIlTL0GgMmI5t0WidXSOFYLt3GkDCMiz9Xz82TziVwTBeiOG8mAuq7bdJZgyc+eYnq2gzTkcWoMyZXSFCam6e93+OFL17n5OUloiAkjCK2b9Vo7ffIFlNx1o8ch+NJkoiRMrj2lTvoSY3ACyjPF7nx/D0G7TGSLJHKJVhan8FI6yBAIqmhqDKJlEYinSCZ0bGmNifOL1Kay9GpD9i4sc/KuSqe49NtDBm0xkReSCKt4jsSoiyRShl0JhbmxKLfHePZHslsglTWYDww8VyfldNznLy4zPXnNzGSKqlsAt/1aY4cinNZsoUU9e0mYRixdnEBRVO488o2o4HJ+sUFiOKAOfUtybnTkYUiyxgJLc4VCkIkSaQ8l8FIaxhJDUWRmF8uH1m7Az/gYLPFnVe2cSwXRIHavSau7ZMvp7CmDqceWGXx5NsdSwdbLV76wrVYfNwfM7daYWahiGqozJ/41qWTbyCdT3Li4hK1jQaBGzB/YobFU3MEfsh0aNI5GAAR5YUC1cM8qHeDFz9/ld//D89iT2yCMOLmc/f4sf/1U++a5Gxd20VSZUrzeZypg205REHEucdPHR3Taw1xXZelxVj4XlrI02+O4roHTWXUHZMpphkdOgYT6eO04u93HBOcY7znISsyqUIK3wno1vp0an0K8wVGvTGvPXOd6to8qxeW7mtCficMexNeffo6o/6EQjnLg5+4dJ+Y8WCzyRf/r69gTW2y5TT7G3V+43//PS68/xT91phsIc2ZR06wcHKOD/zZh3jy01fuc4tc/9pdXvvybYIgjsbP5BJIksD8UonqiQqTgRUn5Q5Nbr+6iz1x0JPxiTcOBZSYWShgGCrF+Tzr5xZYPiyV7LdGNLZjB0u71iewPPbvHnCrlMaaOIiiwKg3Yen0HJ7lIUjQqQ0Iw4jzj62TziXoHgyO9DGCIFCYyVI4DEuM1yt9giC2UrcP+niOz9LpOTKFFLblUFksIosSgRtQWKswt1zG9zwqSyXypSzbN/dJHa6AbMulU49rCkRBpDibYzKY4jpQLGfx/BCIk4N1XSVXzpDO6oQZA8NQOHFxkdFgSmuny/nH10llEyyenEGWRVq1Pv3mED2pcvqBFSRJYDyEKAhp7fc4dWWZRz9+iVsvbxIdWqmXTs+RTMcrxqtfvs0Xf+05Nq/vk8oapPNJJkOTREpnYa3CqDNBEkWG3QnTsc3FJ06RzifYvX3A9ec3ae60SedTCEJE4Pm88qXrZPMpFk/NxTUNM9n71qTW1OHFz1+l2xgye2h97x4MWD23wPqVlbdpWb4VinM58jMZwiC8r2Ty1IOrTAYmgiCQyie/oe7Gmljs3mlAGFA9OYuRMnj+914liiLWLq/geT5br+9x/dm7vO+HH8Z1XYKAbyn8TaQMls8sMGyPGLZHpEtpTj68dnR7MpNAEqVYSFxIMWiNyBTTnH/yFM3dDlefuUFrv4Oqqjz+Zx+isvTus6uO8d7EMcE5xvcF5k/M0NrtMGgNKS+VCDyf6dhi2B5jTTYJfJ+LHzzL6oWld3SLWJbLb/7Lp7j3yhayIhP4Ic2dFj/8s59EkmI9Q3u/x7AzZv1KLG70bI8bL26w8foeYRT3QV3/2h1+5Gc/GYs8Jenoexs7bV78wjU8xyNCYNAZ4Tk+Zx5dpTiTRU9o7N1rkkjpjHtTQtfHHJsIAiiKhDmy0JMac8tl3vepS1QWCvddfVdXy+zda7L1+h791hhZlVF1Ddt0aO52yJRSaLpC72CAY7s0tzuEQcCwPea1L91k/sQMy2fm71uZvBWiJJDM6UyHNoNOHBao6BIrZ+ZxTY9+c0B3r8vKhUVWz81TXiiSTBv0W0MURWJmqcB4OOXgXhMlobJ3q46iSLiWhygIqAmVS+8/Q32zhet6dA76cQaQobB4ZZl0JoGqq9S32wiCwPLJOVzHQ1NUQj/EMV0e+MAZHvvERWr3Wmxc30fXZbKlNAdbbdLZJKlckoOtJq9+6eZRoKFuqGi6TBSGhGHI3Vd3eOrff5Vee0Tkh3T7Q/SERraYJJ1LoeoKs0tFMsUUo96UxlaLE+cXkWSRVq1HJpeMV2fA7p06uVKGdDZBrpzBSOls39jn7itbLJ2e59RDJ8gWUkwGUwbdMbNL8cRm5VyV/Y0mc6uVd1yBfjM4lkvvcK2YSBv3pRGrukph9puTkEF7yG/9q9+PtTFRRHV9jo//5PtxXe/Ibq4oMqIAnuvxtf/2Ei8+dRXfD1k5W+VjP/n+d1wbrV1e5pXfv06n1kNLKKQKSR779JX7SNGZx9bYunaW179yi9ZOh3QhyQd//HFS2RSf+Z8/ytrFZaZDk2wlw+mH1t72GMf4/sMxwTnG9wWK83lWzy9yrT9hOrIJPA9FlRAVkXK1hDmxufvyJplCmsri29Nad6/vsn1973BdpDPqjrn3yg71zdZR3LyeUBFViWF3jKqrNHa6mCObVNpg8UyVyWBKY7fDjefusvR1a6t2rceoOyFTTBP4Ab7nxXbjlM7iqVnMsRM3ZBOxsFZh2B2hjCREAQqVNLbpYvZN5ldKRz1QYRhiT+N04RPnFxh1p7z8pRukcgaCAAvrFXwvIAwjMvkUD37oLM/8xkvUN1tYU5uV81UURcI2PRRFZv3iwjcMnlNUhdmlEsPOBC2hYk8dxoMp917bYdSdEIYhqXwSx4z1N0ZCIwjCmIQY8fH2xMaa2DR2O0iSwOOfvsLOjQMG7VGcjzOTxTNdJiOTylyBIAhwbY/qWgXH9piOLEpzWZbPVDEnFp1an/JclmQ2gaLKZIspkpkEpdk8y6fn2Li2x+7dBv32iLmVEoHnYU1s+q0Rzb3uYdWFS66UYun0PJeePMnGtX3aB32K81kEIsIo7khaPl0lDCOiKDxK3tUMheZul35ziCgJREFEKp9g0IkrL+ypg5NwkSWJMAi5/rW7tHa62JZDtnSb1a/e5bOf+xiqrqAbKqPBlKKuMB1ZyLL4bfVAQeyGu/fKNr3WAEmUECWBlW+Q0j0ZTpBU9W1Tl+c//xobr2yxeGYeSRTZvlXjpS9cY+nkHK996RYCAvbURk1qmGOLr/72i8iKgqorvPL0DQRR5Ic/94m3Pd782iw/9H/7OK988XVM02XlzDyP/JnL9x2jqio/+L98nDOPncSe2JQXiswfBhBKksT5J09/W+/HMd77OCY4x/i+gKoprF1ZQdUV7r26TW2jQbc5IJlOkJvNYh+Gz1kT+x2/33cDopCjsb2iSQR+SBC86SRavbTI2vlFXvriNTw3PvkmMgZGNhaNiqKIKB22fH8dtESsSQmjED2hMuoHGAmd84+d5IEPnsXzfNL5BC//wQ1EUSSVTaAZKr4X0NrvIWsKmUKKXn1AvzUilUuwc7NGrzlEEASKc1lOPbDEeDCh1xphjW1UTWE8MPFdj2TG4EM/+giJrMGXf+MlOvU+px9YobnXw5pYpPIGi6fjCY41sek1hwRBQCqbJFNIIogCy2eq7NysYVsui6dmmAwmbN+sIYoiiXS8cktlEyCI9JoDADKFFKlsgq2b+4x6E6rrFdLdBDu360iCyKkry7z09HVq9xpMhhbpfJK1i4vMr5RRDZU7L2/jex7VEzOYI4vKUpELT5zk9ktb6AmdmUOy2tzr0m+NSGbiFZhmqIhS3O8kCrB/pxH3agUhnueTSGvUN7sk0ga+F+BYLn/wX16gc9CnfdBDUgRs08OeOhRmcyycnEXXFTZv7ONYHr36kL27dWRVpl3rMR1NiQBzbMVhh1MrrmBQRQ5uNxm8vEmvMUBRFE5cWKB6cpbtmzWuPXuX9//QQ5x7/CRXv3SLrev7mCOT+bWZb9vZNOxM6LeHcV2DKDLuT2hstykvFI+mlsPehC/+yjPs3jpAlCQe+vhFHv/BB48mjf3GEFXX0I1Y35JMG/QaQ37sf/s0EE+lErkkj37iEuPuBNf2WTq9AMQOrt1bNYIgOLq/t2Ll3CIr5xbf9vdvhSRJx9OZY7xrHBOcY3zfQFFlTlxapjCX5/Wv3MZ/7g6iLONZHpISdxpp+jsLjasnZ6ksFth8fZ9MPsmwO+HEpQUqy2/WAQiInH70RNyWLQuMeya7dw4YtEb4tk9ERCKtv216A3DiwgLrV5a58+ImfuCTziVZOTfPqQcOnSGKzJkHV7BNh9Z+D81Q2Lpew/JsSjM5itU8q+eqiLJIrzlkOjJp7nbJldNEUcTBVhtZlVk9W0VWZFq1Ljs3a0iiQKGUJgwCBEHg4Y9cQEDg6V9/joPNNom0jpFQufDESZZPz9Hc7nDv2g6u5aElVMa9KUZSJV1IkSkkmT8xA0SxtiOCZDaBObKYWSziui6+G3D64WWypTTNnQ6j3pibz2/Q2u+xeJgVoyc0uo0ho94Ec2wx6U0pzecpzmapb3epCxGr5xbiqUwpRRTF2TRrlxaZXSqhagqqKiPLEp2DOPHXnNh4XgDEk62dWweYY4vl03OYY5u9O3XS+QTJtM6dl3dIJA0iIlI5A8/xcByP1n6PdC5eJzX3exBGhGHE+qUlZhaL+K5HdW0GzVBikplPcv7RNSoLRYadMVEU4AUh/VZMMqZpk9p2k8nAJAojfC+EyMN1PaIgQpJEXMtFEATOPbZOfibDF371K+w1BvRbQ2r3mnz0LzzJxfe/u8lFFIYICEerS0mSCIOIKAzjOGzgD/7Ds1z98m0Kszk8x+OZ//Q1Urkklz90DoDiXJ4bX7vHdGQiigKTocmZR9bJFlL86P/6aayJhaRKqKrKM7/2tThy4LC13DZtitn8O5KbYxzje4FjgnOM7zvkyhke/TNXKMxkufXiBo7pUJzPs3SmSvEbaBpy5Sw/+Dc+ypd/4wV69QEr56p84Mcev2+E79oevhNw6QNn4hA5PyDz1TTt/S7dWp90IcVjn7rMpXc4IcmyzGd/5iP84X/JYg5NEtkE5x9bJ/eW4DdVV7n8vtPUt9uYY4uVs/Ps3mlgTxwWTs4ys1hk2B0DccmjZihHzh/Pdnn92TsU53JIokB1pYSuypTmCyiazO6tOpqhUZrP89BHzqMnFG48t0EURVTXKlx631m2ru9z99Vt6pstZhaLyKpEp9ZDT6oYaYOXvnidRNZgZrFEtpTCSOs/WVgYAABCe0lEQVSsXVikVx8wGkxp73XxbJ/sTgp76tBtDEimDXRDYPP1PWr3mqQfOsGwM0ZLqCyuz9Dc65KrpJlbLsVllW7AwVaLV565QTJtEEVQmMngOR6qKqMeOuGypTTXn9s41CkJhGFIdX2GKIqFyZOhSbaYQjNUUhmD0lyeZMbAdTwUXaHfHiBJIoPOmFwpFT8nXWFmscTcygxXn72F74Uk0wb21OaVP7iOkTZYO1flzCNrcYjfnTqVw3JKPakxaI+QZImzD6+RSOvs3D5gf6PBzHKJ6ciK15S9CVvX9xAFAUVXyc/GIm5RFBm2J9Q2GswslkgXk9TuNnjmvz7H6sUFUtl3Xh2+FclsAiOl0633UfW4omJhffZIaBwEAbu3amSLaYpzca7Ovde2aey0uExMcB7/zBW69T53XtqkuddBVRV6zR7bN/ZYObeIkXpTHH3uiVPcfvEem9d2EYSIRCbBI5+48i2f5zGO8UeF7ynB6fV6/M2/+Tf5rd/6LURR5Md+7Mf4Z//sn5FKvXM2Qa/X4x/8g3/A5z//eXZ3dymXy3z2s5/lF37hF8hm37Qb7u7u8rnPfY6nn36aVCrFT/3UT/FLv/RLyPIxXzvGu4OqKZx74hSrl5awJzaCKJLOJ9+xxwegvt1i9+YBS6eqfOjHH2du5e3WXEWTUXU1FjqW0jimy/LpeT75kx8gmY1/8X+zq9e5pQqf/Mn3Y45tRFEkV04fJda+Ac1QWTn7Zj/U2sUl7r6yjSCKjHoTZFmiMJNl1JvQOegTBiGO41HbaJGvZEhnU0yGsfi1UM2TzicRZZFRZ8JkEE9KojBk/dIypx5cRZQkVFWmtd+lvdcjW0hjjuJpyMGhnV1PGYcOJxc90DGSGu1an0wxxdQLSGQMWvW4A8kxHV7/yp043bmU5uL7TyMKIosn56hvt7jxwj0GzTGZQoJxf4qR1JEkiSiKQ+56zTi/RZFF9u/U4+yYM3MIgsju7TrJTIJ0PomR1kimNRJpDUWRSWQM3GlcJyEfTnccy0UzVORDMjqzVGDUN6ksFAiiEFEUaW638b0AQQAjaTAZmniOR6aQYmaxgKoq3H5lJy4wXSqyeXMfRIFzj6zTTQ/Yvr5HY6fLZGwyu1yiXC1gpGIxbqaQQtXiJvfa3TpGQoMwwhq77N4+4H0/+CCqJjPuT2On1iDO7XmD9BZmcww7YyZ9810TnLXLy9S3Wri2x+LpItW1N3+OJUkikTZodtsAeJ5P6AfoiTft1qlsih/5m5/kV/7Rf2bUnZCvZNi+XmPc+yJ//m//IJXFNyea5WqBT/7Uh/jSf34eZ+pw6uE1HvjIhW/5PI9xjD8qfE8ZwU/8xE9Qr9d56qmn8DyPv/7X/zo//dM/zb/7d//uHY8/ODjg4OCAX/7lX+bcuXPs7OzwMz/zMxwcHPBrv/ZrQHyV8ZnPfIbZ2VmeffZZ6vU6f/Wv/lUUReEf/+N//L18Ocd4D2DYm9DYaCApEkvnqhhJHeNbhPvt3Nrnt/7lF2jvdQEoLRb4oZ/5OMtnFu47TtUUls/Ms31jn06tj6IrLJycPcpBeTfIFtNvS6/9ZijN5RHFNzQtAsXZHPlKBiOlMR2Z9BoDrImNnlCprs8y6IwwxxYHWy06jSGF2SySKCAqEtWTM4z7U7au72NP4yqDxdNzlOYLBF4AAhhJHd/zGbZMAj9AlEXShQTTgYkkivGKKakxGU7JFtMsrM/Rb42wLRszn0DTVXRDZffOAe39LqPOhGwpjWooVNdmsac25St5SnP5mEy4PnOrZWobTeypQ+AFrF9ZgTBkMjAJg4BULsnC+iy+6+PaLpBEQECSJfSkhqxIGCkd3wuIoghFlamuzbB1Y5/WXg9VU1g8NYsoyxRnc8ytlHEch6/999fwPB976qAaKgsPz+I6Hu39HsmMQb6S5c5L20cCac/xqJ6osHunHq/KdJkv//YrtPa7RFHE1utJzj1xElmRSecSBH7IqQdWufqVW3iuT7aYplQtEAUhERGLZ+bZux13Vj30sYtkK1lUTaV90CVXzNCpdSnM5smW3v7z5Toeg+YQ3w8wkjq5SuaIVGZL3/jn69FPXeH3/s2XuPfqFgCLp+c598Sp+44xhxbD9oiVs1VylSxBELB1bZft6/v3EZzJcMIf/NrzbL++SxRFjLoTirO5YzHwMf6H4XtGcG7evMnv/u7v8sILL/Dwww8D8C/+xb/g05/+NL/8y7/M/PzbdQgXLlzg13/914++Xltb4xd/8Rf5yZ/8SXzfR5ZlPv/5z3Pjxg2+8IUvMDMzw5UrV/iFX/gF/s7f+Tv8/M///HED7TG+IQ42Gvz2v/oije0WkiSxfmWZH/rcJ+4bq78TXn7qKp39HieuxMnHW9f2efmpq28jOIEf4FgOqqbEsfcr5Xcdof/d4K15NG9AT2icvLLCdGRhTx22b+xR32ox6U3xPZ9+a4ikSHG9QOhDKNBvDtm9dQBAvpzGmthsXd/HSOpHPUr7d+tYY5tuc0A6n2Tp1DwiAubYIggiinM5PNcn8CP0hEZhJotmqNTu1eNwPC3+lZPJp7BNl357iOvEIufieo692w3KC/Ga0EjpBIMpj3zsIivnquzePGA8mJAvZ6hvt8iUUoiCQOAF1O41qCyVjsIaJ0OTQWfEdMNCkkUUTeHSB84cWZnLCwX0pIo9dRFlkWQ2gXeo1dm/V+fOi9vs3qyTyhigq4z7Fp16nw/+8CPkShkCP6Sz349fkyKh6AqSFGffrJyvsnu3wc6tfXqtIeVqDk3Xae11uPPSFmsXFrEmDqlskrM/foJUNsH48OSfLqbYvrGPJEv0m0NkWaG+3SY/k+Pso2s89qnLvPT0dQ62WmQrWT7yl973tp9f3/PZvLpL56CHIIhIssjyueo7Th2/Hhfff4Zk1uDOy1tYY4uzj61/Qyt6EITxH+JSe0TxftHz1S/dZuvaDsunq6iGys7Nfb7ymy9w5rH1Yx3OMf6H4HtGcL761a+Sy+WOyA3Axz72MURR5LnnnuNHfuRH3tX9DIdDMpnM0frpq1/9KhcvXmRm5s1ul09+8pN87nOf4/r16zzwwANvuw/HcXAc5+jr0Wj0nb6sY/wpxpd+/TkO7jVZvrCA77jceO4u82uzpHJJ7ry8iSQKnH381NuuMKcjCzWpHP1SVg2Z6ci675goiti7U2f/zgGqrsZ5NlFEppBE1f94SLeiyuRKaSilmfTHvPDUNXzXQzM0irM5VENlbqWEa7vs322yeW2XYWdEdW2W0nyOTDFNa7+LY8UdP9lCks2rO+TLaZZOz6MnYnHx/NoMS2ertPfiYz3HZ2a5RHEuB4CR0phZKlHfaNLYbqOockzAHlpl+cw8mqGRSOmEYRy0N+yOSaQMRr0JyYxOupCiMJtjfnWGu69sc7DZxJk6REHAcGAx6AwpVUtc+fBZ0vlkHPVfH7B0ag7bdLGnNrblkS+l78sGSudTpN/CP3VDZToysScOsiKjqBKZUvrw+ahMhzbaYbCiPXXo1Ae4jkummI7J0dSmMJdDFEQa2y3G3SnO1GGiSriOTxBGTPpTiODc42touookS7zvsw/Ta/S58/I2rd0uURhSqZbIlbIIAoRRSKfWwxxX+chfeJJzj53EHFsUZrPvmBQ87Ezo1geU5uK06XF/SmOrTblauC/YD3hHR5Nne9x7ZZt+e8TG1T2aOx0+9ONPHN2eK2c5/eg6L37+1Xg1abvMr81w4tL95Zau5SAKoBoqnucTAc29HpPhhGzh3dc4HOMY3ym+ZwSn0WhQqdx/xSDLMoVCgUaj8a7uo9Pp8Au/8Av89E//9H33+1ZyAxx9/Y3u95d+6Zf4h//wH347T/8YfwrRrvX48n/+Gt36gOJcjvf98CP3pZm297tHzciKKiPJEle/fIthe0Toh4RRyObrewD3kZyF03Pce3WHTq0HgGt6zK/P3ffYru3RqfXIFNMYyfhk3a71GPenFOf+eKeK06HJ9o0ag/oA1VBIZnQ82yckIpkxGHbHGCmd2aUSYRDR2GpRnM8jKxK+F7B354CDjSbmxGb+xCyzy0VkVcYc20RRPLUpVwvMrVawxjaCIJDMJY6sx6IocuJiPP3avrFHFEFlsciJ80vk3hIcGIYhmXyS7Rs1uvU+laUSK4duKYhrBtYuLyFIAvXtFr3DfBl74pLOWQiiGFunoxDCCCNlUJqPpw+t/S7yu2nEFgSiCIykSgQ4tkMipdGpD0ikDTq1PoEXsnp+gVQuwctP38D3Q4xUvAqbW63Qb48ozeXJFVPcfW2Xzn4/fj9kkfJCLAR3bZ/E4eTFMFT+7M98nDsvbWKNLSYDk/07DcaDuHW+slhE0WQ818OxJMoLBYadMfde3QFg+dzCfVOWuFAzOtKTyaqE5/jx3x+aBC3L5Zn/9Cz3Xt1GVWUe/MhFHv7EZSbDCU/9+y8z6oxZXJ+h3xrx3G+/QnV9Ll4NHuIjf/n95EppDjYbJDJJHvrohbclKhfnC8iKwu6dfWobLbr7XbLFDJ//11/mB//GR77l5PQYx/hu8W0TnL/7d/8u/+Sf/JNveszNmze/4yf0BkajEZ/5zGc4d+4cP//zP/9d3dff+3t/j7/1t/7Wffe9uPjN8xaO8acL1sTit/8/T7F9bZdkPsHe7QP6zSF//v/5Z4+SUyuLRW4+f5dMOb7iDv2QQWsIEawclvptXt3h1gv37iM4j33mYaZDizsvbgDwyKcu88QPPfz2J/EnEIEfsH19n+Zul8pSkenIxJm6+F5ALp1hNJgy7k+ZXy3H04rOmK1rO0TEzc+iKDDuTTBSBr36gOnYOnQfRUyHJvNrlaOpiKopRy6mt8L3/JggjUxmFkuUF4rMrJSRv07QXbvXoL3fQ9NVPNdF02Jx8FuRLaa58sGzbF7bZdAcUpzPk8wmGHXH7N0+YGFtFkmWyM/m2LtzQOAHuI6HkdLjDJ5vgWwhRSqfxHNdZpeK7G+0MBIqK+cX+MCffYjibI7dO3XMkcW1r9ymXevhTG3OPLLGE3/hARbWZ9m5eYCixdOzVm3Al/7rCxBFlGZzLJ6ejddqfnDf4xqGyuX3nwHAsRxe/MJ1hp0RmUIKQRSQFZndmwe4jseoO+baV27Sb8WOucpCkR/6Xz52FDiZzBoYKZ1eY4BqxKL3mZXyfV1rz/ynZ/nab70c95v1TZ76d3+IkdLJz2QxeyalagFFU6kslrj32jbD7uhtz/d9P/zIN30vzz1xkl5jwH/+F/+d/kGPylKJ5XNVXv/KTYrzeT7yF578lp/HMY7x3eDbJjh/+2//bf7aX/tr3/SYEydOMDs7S6vVuu/vfd+n1+sxO/v2Mrm3Yjwe86lPfYp0Os1/+S//BUV58x/m7Owszz///H3HN5vNo9veCZqmoWnaN33MY/zJhjWxmAwtUoXUO3ba1O412L9zwOLZKnpCwzUd9u81qN1rcvqhmOB88M89wXRkUdtoIkki5993hklvxMFW+777it7QFhzCMFQ+8z99lA/9+GMA7xg1r+oKpWqB/TsH2FMHz/HiGP78t3a3fC/h2nEicraQQjdUCrM52vs9cpUcD330AqVqnmwhjed4NLZa1LealKsF8pUsYRAiihLlw2A4LaGyd+cAz/URRIGZlfLRSfWbob7VYv/OAclsLKzdvXWAkdLvu+K3TYfmTodkxiCRNgj8gF5zyLg3Ifd1bdmCIJDMJJhZKTO3WsZ3fe6+so01vUrgBZx7/CQL6zNIssCgPSaVSzK7UiL5LgiOkdI5eXmZbj0bi7LbI5LZBHPLFQozWVzHo7nf43f/z2cYdsfkKxlsU2M6sinO5amemEGWZW69uIE5slg9X0VLqLR229S3u1z9wzukcwnKiwWKb3n9vufT3u8xHVsIAoe6nDHm2KSyWML3fCbDKZlCimf/2122X69x8f2nkVWZzdd3eeHzV48+i0TaYO3yMrW7dVzXZ36twsLJufuCATdf2yGdTzJzmGJ877Vtdu8csHCmip7S6Tb76CmNYWeEqsqkct9+K7ckSXzoxx/n9a/cojRfYOlcXE9ijRx6te63fX/HOMa3i2+b4JTLZcrlb11i9sQTTzAYDHjppZd46KGHAPj93/99wjDkscce+4bfNxqN+OQnP4mmafzmb/4mun6/w+WJJ57gF3/xF2m1WkcrsKeeeopMJsO5c+e+3ZdzjD8FeP0rt3nm155lOrTIFFJ87Cc/wPqV1fuOESURImjvdVFVGVGVEQTu65WaW6nw5/8fP0hrt4soicyvz/DaH9ykvv0MO9f3icII3dA49ej6Oz6PdyI2b0AQBBZPzaEZCpP+FNWIbcN/XPqbNyApEvIbNmnbI/ADtITK6oUFls8tkMwYJLNJdm7uc/0rt0nlU5y4sEg6n2Lr9V3sqUMURiACYURpNs+Zx9bRDBVFU95Vmm6/NcRI6kcpwu397qGGJHd0TBRGRGGErMRTHVESiSIIw+id7pKV8ws0d1rUN1ts39in1xiSLaR44fOvceP5u7zvBx9m9cIiC+vfmoB9PerbLboHfVRD5eITp+5bpaiaQmEmg206pAspEimD8nyB2laL1m6H9YtLhEGA7wcMWiMSKYMT56vcfuHeYRFpHs91efa3X2H13AKl+UKs37pdp7bZQhRh5+YBoiSydGbuMIRSwjYdcuVMvK6LIgRJJAwjJEnCSBmM+pP7XsMbbqkwDDHHJi9+4RrWyCI3k+PKD5xF1RSGnXgqEwQBoR+i6SrZQooP/bnHefr/+gpbr+9hGBoPfPziUb/ad4LZlTLt/Q5hEBE4Lq7tkSm/c6fZMY7xR4nvmQbn7NmzfOpTn+Jv/I2/wb/8l/8Sz/P4uZ/7Of7iX/yLRw6qWq3GRz/6Uf7Nv/k3PProo4xGIz7xiU9gmib/9t/+W0aj0ZEguFwuI0kSn/jEJzh37hx/5a/8Ff7pP/2nNBoN/v7f//v87M/+7PGU5j2I5m6bp37lGaZji3wlS2u3w+/96z+gvFQm+xb7dXGpiDmx2HptFwSQVZlHPnmZ6unqffeXyqZIXXzz+x786AVEUeDmCxsIgsCFJ05x6f1nv6PnKskSc6szsPqtj/0fBVVTqJ6cxXM9PNdDmoisnFvg/JOnjhqrkxmDUw+tYo4twjAinU8RRRFaQiOVT9I56CErMr4XUF2fIZVLfls1AVEQ0al1Y8tyKu6g+nphq5ZQyZYzNHfbJNOJmEDkEt9w6nLqgRUArj5zg/FgSmmhQEQECLR2u9x+MQ4pPPXg6juSzHatx9Uv32LUGVGcy3PlB86TKaR48QvXePo/Pos5cRAEkVsPLPHZn/n4fSRnZrFEeanEtD9BlASa+12soRnXONR67N1t0G8OOdhsHr6OFCBw7uE1ZDXundq5dcDW9X1AQJJFOgd9csU0ju0iSRKiGGcepbMJRr0pogCO6RymN6djq35nhGM6WCOL6lqF9n6P1m6HMIooVfPMLJVwTIff+H8/xd1XthCEuH+qtdfmgY9e4Iu/8mXuvbZN6IeUl4uceSSuQLj8oXPMLJfoHsTaoW9Vn/Ct8OQPP0KvOWT3Zi3uRbu0xKOfuvJd3ecxjvFu8D3NwfnVX/1Vfu7nfo6PfvSjR0F///yf//Oj2z3P4/bt25imCcDLL7/Mc889B8D6+v1X0VtbW6ysrCBJEr/927/N5z73OZ544gmSySQ/9VM/xT/6R//oe/lSjvHHhPZej2F3FLd8ixJ6QqWx2aJb695HcO48dw9Jkli7sozn+ZhDC1GWUNVvbkeVJImHPnaJhz526Xv9Uv7YUFksYqR0HDMOucsUU/e5iSA2AFTXZ9m6tkev3sf3A7KlDCcuLWEOTRzLxUjpFKuFb4vcTIdmXDK63WHn9gHJlMHpR9ePEnrfgCiKrJyroqgy496E0nye+bWZtwUdvvX4Uw+sYA6nbLy2g5HW6DeHqJqCokjkKzkGnTHjvvk2kfdkMOXZ33qJbn1AKmtw+9UtbNPlsU9f4Wu/8wqIIuuXl7EmDndf2eXWS1s88KE3p8OpbIIP/NBD/Na/+n2aezWMlMHph1fJFFPUt1rcfXWbm8/dw/cCIGLvdgM9qTHuTSjO52nvd3Ftj8Z2B9f2kBUZ27JJpOMSVEHkkKzF9mtFk6ksFGjsdGjudpldKXPuiZOMe1OsqcOVD5/j7KPrbF7diWtCRIGta3sIgkC31mPz2h6Lp+OS2G69z/Vn7/LwP7jMD37uE+zd3kdRFc48snZUXAkwu1Jh9l3Yyt8N4snpD1G7Uwdg9cLCscD4GP9D8D0lOIVC4RuG+gGsrKwQRW+OoH/gB37gvq+/EZaXl/md3/mdP5LneIw/ebAmFl/9by/RrfUxxxZRGDHuT8kVM4x7ExQjrgZ4K8yRhaLKrB06PXqNAb7jxUWR32S19P2CdD75LfVAs8tlFEVm1JsgyRKlap5kJvFtBRV+PZo7sb7p0ofOYo5t+o0+mVL6KFfH93wa2y2GnQmKrjC3Umb1wrubGLhWLJZeubDIxms7jPsmtuVw7pE1PN9j8/kdpv0J5544zeKpN1dVvcaAbr3PwslYkJzMGjR3OrR3Ozi2R+pwlWakNASiuIj16/DQh89jDk327jYozOZYOjPLpGcRBiGN7RaO5bJwcg7HdAiCPulCAnPqMLi6QxiGLJ6a4dQDKwiiQLvWw3PibCJZkQmDkDCKsKcO5simuj7D0pkq6UKazWu7OKbLpSfPIMhxi/n8iRm2r+8RhhGF2Xj1M2iP6DcGuI5PGIZHAmMtqcWhhLbHucfWOffYO69j/6iRLaTIPn7yf8hjHeMYb+C42+AYf6IQBAG/9//7A155+jqKoeBMLTzHo7XTprPfQdE0Hv/MA28LLcuVM4iSSK8xOHKQrJyrHl8pfhsQBIFStUDpGwS7fSdwbA9FU0hkDBIZA1ESEN8yAdq/U2f/TgM9pTLsjJgOTM48soaR+ubp0gCCKCJJEjOLRfrNAfbUJvQDfC/khd+7hnq4Dmru97j8wbOsnl8kU0ghyRLCoZNJkmMrvCiLZCsZytUC24dRAZORiZ5UKR82kn891i4vI4gCmUKawA1xHZfqyRkypTS1jRbW2Dp0QEksnpzjgz/8CKPB9HC6KCJKIkEYMh5MmQwtckVIZkSu/MA5JFkkAlKZBPlKJhZq362zcXWXymIRQRLxHA97GpMvUZYIgpAoioiICIMQSZaors9QmMmxc6NGupBk0ByxemmB/LsMoHRdl0FjhGoo75i581ZMhhOe+bXn2Lm+h54yePzTD3LumNQc448RxwTnGH+i0NrrcvvFe5SXiuSKGVzXZfv6Hg997BKV5TKFcpb1h94ucrnw/jPUNpq8/uVbTPpTquszfOwnPnicmPrHjFwpTbfWYzo0iYDAC44mSa7j0a33SRUSJNIGURTR3v3/t3fn0XGW96HHvzPv7JpdGmm0y7JsybuNjWSbEIPtEAM3kMY0S0kTuLkQCi1dwmlJbwkt9BRackNPetKb25wDaS8pNKQlIQtcDMZgsDB4w8arLEvWOtpGs2lmNNtz/5CZRLEtS7LlRf59zpmD9c7zPnqfn2XNj/d9nuc3RCw0MqkEx2w1UVjm4cgHrdidNpZ8ooFsJkfnsR7MZo3FaxsYTaR4///to+NIN/OW1dDQWEd941wq6stoP9iJwThWUXtBYx1un5Pq+lJOHuqi7XAnxeWFfPKO1dQtPfME25LKQkbjKYZ6hwEon+vH6bGz8No6elr6CA/HSI6k0PQ6zBYT6GHpJxoIBkK07G1nJBwn2B+i61gvFfPL8PhcpFMZisp/vcIqGR/NL0fvOtZL4EQ/0eEYbp8LzaCDnMLtc+EpdnLyYCe7Xz9ANpvDW+Jm7vJqisq83Hz3DWz/6QdEh2I0NM1l/RfWnnEl4m/raQ3w6r++xWDnEEaLgcZNy7nu9saztn/9/77D3jcP4vTaCfaGefXZN7E5Lec9h0eI6ZIER1xWVDaHUqCdmiOi1zT0Oj01iypZtm7RWc/TNI1b/vt6VqxfTCqROjXvRO7eXGrF1T7S6Ux+k8TqheUUnSrFoNfr0Ol1+ZVSHz+ensocn+LKQvw1PjSjAavNhLPQQXgwgl6nRzNqtH7QwUgkQVG5B51Bz763DpFMjGI06XF4bFidNsrm+Fmwupb3frmPd3+xm3Q6g0HT8BS7JnyEoxk0ahaWUzpnbFVpIpakZV872WyW+SvncHz/SbzFTuZfU0MiNspPv7eFmsUVXP/ZVVQ3lNHXOUR4IEppTTE1DWVoBo3BnmFioTiFfjejiRQH3jnCgXeOYjBphAcj2FwWspmxlVHdxwOkkhkMJiNObwEKHZ5iF3qDHnQQC8UpKvNSt7yGuuU1pFKpSZeyyWazbHluOx2HuimpKSIeTvDWT3biKfGc8a5MLByj7WAH3lI3hafuDrXsbqPzSI8kOOKSkQRHXFaKKr3ULK7k4I5j2N1R4uEEpbUlVC+sOPfJMKl6O+LiSIwkCfVH0Ov1VC+owFXkGFcqwGA0UFLl4+ShseKeuXQOT4kLZ+Hk5/yYrSb81T4iwRgOTwHxSJzyWj99HUN0HOmir20Am9OGv6aYwhI3H7Ycofnne3AWFhCPJuh88yAFrgLe/elOBnpCFJW6qW4oJ5VM03Wsl6O721g5QQVsnU6HxWYml8ux89V9vP/qPpLJDCaLEVehgxXrFnJsbxtHP2glk8kx2BtkuC/MHQ9uYklVPSaLiWgwhk6nIzQQIRgI4Tm1u/Ngd5BgIESB24bFaqa3fQCz1UgiEic2HMPhLmDe8mqsdgsdR3owGA3MXTZ2tykWjjPcH6ayviy/VcJU6vRFgzEGu4MUVXhweO04vPax8g19w2dsr5lMaNrYjskwdqcOQDPIR4y4dOSnT1xWTCYTN/+PjTi8BfSe6Kd2aTXX3X7tOZ//i8tLYiTJkfdbaP+ok3gkgaXAwjWfWsqcReP/b760thiTxThWtNJkoLDMM6W9gzSDRvXCctoPdRELjxXzbPpvK4gOxmjZ385ATwiLbWxH3sRIkshgBEehg4r5pez81Yf0dwQpqdFAqbHNCE9NXjdZjGRzKv+BfS6xaJLmX+xhoCuIq8hBsCdGKpHG7rbSdqgLm8uG1WbBU+yk50QfbYe6WXpdPQaTnt6T/Rx49wjZrMLltdN7sh+Ht4BkfBS724ZSitBABJPZSDKWorKhjGgwSnldKXa3fWy+jlLkcjlyuRx6vZ5MKoO5wHxaAczJMtutWO1mQkNR3MUuEtE4OsBScOZHh1ariRXrF/PWT96j9cN2MukcFfP8zDvD42QhLhZJcMRlx+W1c+v/+NSlvgxxHkL9EdoOdJAezWB32xkeCLNny36KKwrH7W2j14/VZzr31qFnZ3cXsKCxjlQyna+QXlJZRN2KGhY1zWPnK/toP9yNXtNRUlWE2WYhEUuN7VLstlLgsFC9qJyOw930tvdh99iIhUZwum2U1k7ujmC4L0QkGMfhdeDw2rHYLXS29KJXejLJNAa7AVeRHYvdDOjIpDJ81NxC17FeyI2tmPKUuCkqczPQGWSgM0jNonJyOSgs86DX6xhNpLF7bVTUlRLqj2C2mEiNpkgMJvFVFKJpGgNdQdDpiIVjBE70885LOyks83D9ZxvHLQM/l7FSDI28/qPttO5rR6fX0dA4l4XXNZz1nLW3r8LmtBI4OYC1wMzitQ1nrUQuxMUgCY4Q4oJLJVOMhOO4fe6xCcM6iA3HiA7HJlUyYao0g4bVfvqE8qqGcuyeAkL9EYxmI4lYgvd+uZfBnkGS8VEyqQzuIifZVJbiGh+FJS5yWUVRqYc1t66kur5sUt/faDbi9BSQyWTGNlVMZrAWmPHVeIlFRug63kckNEJfV5BCv5tcNsv+7YfR63VkMzl0eh3hgTDxyAi+qiJS8RSRoRjuIicK8Pg9zF1WQ1VDOQajRjyapPNoD/FIApvTNlbdvcDMcH+Y2PAIrz13kIGOQRweB0ffP050KMbvPnTbuL2jzmXxJ+rpbe+ndW87do+NNbdfO+Hk5I/3lBLiciEJjhDigrN77BhNRsJDUXK5HMnYKAWugtM2GLwYvCVuvCVugPwjnOMHOhiNZ+g+3kPvyQE4CfXXzmXzH96EZjJhMmlTWoHnq/CyZF09e17/iJFQnFQqg8Nl46PtRwkPxsaWc+cUCxvnsrCpjuG+CHanFYPZQFdrgMDJ/rFHWp4CdHod5XWlONwFYzsJL6hAp9Nhshrz8StwWqlfVUs6lcFg1PLH/dU+jg+PMNQbpqq+ApPVhNfvovNYL4G2/iklODt+totdW/aTTWfo7xwiEXuDzX9yq9yVEVcMSXCEEBdcod/N8vWL2ffmQWKhEWwuK3MWV+K6xDWI9Hp9flVRIpHiR3/7nxzb045e02G1jU2UncwS6t+maRqf+r3rKKkoIjwYZSgwzKH3WhjoHqbAaUVFABSf/sr19J4YoPt4AIWivytIdCiGzWHDZldEgjEC7QO4fQ6SsSSu4RipeApnoYPyeX5M5l8niDqd7ozV2w0mDYNBRyqVxmQ1kUll0DRtXF22c0kkUuzbdhCLxYR/YQXZdJYT+zs4tus4vvKzLxUX4nIiCY4QYkbUr5qLr6KQWGgEk9mIx+8+a+mFS+H9X+2hu7WPijo/Oj0ceq8Fb4mbjb/3iUn3cXxfO82/3E10OE75PD83/O4aXF47b//X++z4xR4q5hZjspgwWYz0nRxi6/PNJONJYuEEmkEjnRrbmLBmQTlGo4HO4wFULsdw39gKwobGWnLZHF3HA2SzOeYurRq3jL6nNUBXSwDNqMflc2GxmvD4ncxbUctHO46i6fVks1kWrJ5H1cLJPW4D4FTBUIN57CNCO1UENZc9907zkxUOxohH4rhL3NNKKoU4F0lwhBAzQqfTUVjqobB0crvmXmxdx/swmY3564tHk3S39k36/ED7AL94ZivRoRgFLit7Xv+I5EiSO/74Frx+F0ajgehwHEtBjtFEmkwmS3drAFeRE7PViMFoQGWzFDh9+Kt9DPYGKa7wYvfYsTrMnDzYTVG5F7u7AM2oER6IkB5N51eZHd19gleeeYNgIMxA1xC5bI7yuSWUzyvjhs+vpnROMcGBMG6vgxUbFk1pmbjVbqV2cRV7tx4kM5ohOTKKs9BOZcMUkqQJNP9yN+/9fDepxChev4eb7rqB6gWT2wpCiMmSBEcIcVVyugtIJVJksxnQ6UiMjOJwTX5zyI6j3YT7I8xZWomm0zBbzXQc7SUYCDN/1RyWfKKe/e8eZTSZIj2aoaSqiKoF5WRHM2MlKwwa/jnFFFd4SY9mCPaHcXjNzFteQ3ggjNFsIDIUYzgQIh4bxV3kgN+4e7Pj5V1Eh+O4i5x0H+9jNJEknc7RebSHd376AV/+n587r528b/rKJzFajbQf6KCwopDGm5ZekE37Thw4yds/3gF6PS6fk67jAV774Ta+/Neflzs54oKSBEcIcVVauXEJ3a0BThzoQIeOoopCVt60fNLnawYD6HTkMgrNCJl0Fs2gx2jSMJlM/O4f38ycRZUE+0OorMLutOIqdtJ1LEA4GEOv1yif66e6oZwCl43yOj+dR3oIDUZR6Cgq99B+qAuDQUOnH5tvEw2OUFjqJpvNMhIewe60EY8m0OnAYrOg1+vwlXsZ7g2dd6FZq93KLXevP+v7qVSK4UAYs9U04T5VwcDw2JJ8l42SKh+DXUESsVHqlo/tkVM6B4L9YSIDYaxV57NhgBDjSYIjhLgqlc0tYfMf30LbgQ4AahZVUFxZNOnz61bUUFHnp+1ABwaTAZWDpluW5T/srXYr13/2WgBGwnGO7WkjEUviKrSj03RUzi9l3ooa7O6x2ly+ci8FTiuj8RSaUaPzaA9mkwmHtwCz1UQ6NVZxvLDUjaaNJUcfvnWInFKMJkYxGAxYHRZCAxF8ld4ZLVUy0B3klWe20nuiD4NBY/mNi7jhC2tPu2O0f/shtj7/7qmJ1BbW3LYKu6cAzaARC8ewu+yEB6Nomh69SerGiQtLEhwhxKww0B3kwPZDjEQSlNWWsPzGRed8ROMr90552fOJAx0c3NlCNpVh3qo5zF1WTTQUp6TSy/IbF57xnAKXjbrlNQx0D5FKpCjX63EW2slmcuPa2RxWbKd2U7YUmHEWOSg6VdtpsDuIXvv1I6obv7iWVCrNyY+6cBe5UDpFMpbEXexk3ebVM1po9vXn3uL4nhOU1BQzOjJK8893U1TuHVcvLjQQ5s0X3iUeTlA+30+wN8T2l95n85/czMI18znUfIzOYwGCgWHcRQ6e/9uXWHXTUtbedu2MXbe4ukiCI4S44gUDw/zXd39FV0sAg1HPh9sOER6Ksf4La0kkUrz3i110HO7G5rCwcuNSapecuUL4uZw40MHL/2cLof4omqbDYDaw4YtraVhVCzAuqUinMug1fX55tsNTgM1h4cRHnfR3DDHYHcRgNDBnUQXFVaffOSos9TDcNzaBWKmxhKfQ/+sJ226fizv+5FbCA1Gy5Bg4GSSdTFFSXYR/BmuyJRIp+k4O4vW7cXkd4HVwfF8bQ93j61SF+iPEQglKqgsxmUz4q4s5vq+NkVCCz9z/KeqvreP1594iGUvin1NCYiTJm//RjLPQyeLr6mfs+sXVQxIcIcQV7+juE/S29lO3rBrNqNHXNsD+tw6z5tYVbPvJe7z/yl5MVhOpRJru1n7u+ONbqJhXOuXv07K3jeG+MPNXjCU0xz86yX/8r19QcurRVt2yKjbc+QkGe4YJD0TRDBrldX6KTt0lCg9GGegcwlvixGA0EB2O0d3ah8fvxmga/+vY7XMy/5o5hAajY18XOXAWOvLvJ2IJetv60YwaFfNK8fkvzgZ8JpOG1W5hoHOIorJCkonkWAJmN49r5yy0Y3NYGOoZpnxuKYM9Q1gKzDi8dkwmE/OvncMb//42FXX+fOJ2fF8b/ScHQBIccQFIgiOEuOLlMqeqV5/ar8VgNpBNZxmJJTi66wROr4PiyiKy2SytH56k7UDHtBKcTDqL/jc2zBvqChIejFK3tAalFPvfOUIymaaqvhyn104qmabtQAcmixFnoYNcNodS5Kuqm8xGkokUuWzujN/PWTg+qYGxZK7557s4uOMIOQVFpV7mr5zDLfd+6qKsQtI0jes/18irz27j+Idt6NAxd0UNS9ctGNfO6/fwyc2r2fYf73J8XxtWu5lrNy3P3z3TtLGVZ8FQCIB0OkMul8NoOX3zQiGmQxIcIcQVr6K+DGehnRMHOiiwW4kEY6y4cREFH68i+o396XQwLkmZijmLqzi44xgnD3ehGTVGwiMUlrpwFo59n9BAiJ7WPhatno/VbsFqt9DXOUg8msRZ6MBqt2CxmRjuD2OxmYkOj1BU7sFontyv4qO7T/CL/7OFQztbiIXiFLgsON0FHNh+hNI5ftbetnJa45qqhavrcXgd9Lb1Y7YYmb+y9oyTmld+aimltcUEA2Ec3oJxe91omkbTLdew5bm3adl7AtBRuaCcRWvnX5QxiNlPEhwhxBWvuqGCTXffyM5X95GIjFB/7Vxu+MJqrFYTi9fOZ8fLu0iMJEmlMhRVFDJn8fT2c1nYVEc6mWL/9sNj1csN84gMxUinMwCMJtL4ygtJJdPYHFaymSw6QDOcqiHlslG7pIrOll4yoxl8lYVUNZRNukbXsd2tREMjWAusmMwmspkM4aEoLp+T8FB4WmOarsr5ZVTOP/fGf2Vz/WetZL5i/WIc3gJ6T/RjMBtY0Fg34ZJzIaZCEhwhxKywcPU86q+tZfdrB+g43MnWF5pZtm4Bn7yjCZvDRtuhLuxOK8tvXHjWD9zJWLZuIcvWja2WCrT38/L3X+PkoS50urHq5Z/c3ESoP0J/5yAARWUe3MW//tD2lLhw+RxkMzkMRm1c6YVzUQpQYHWYGeoNoWk6UqNpctkczikU0ryc1C2fk98TR4gLSRIcIcSs8c5LH/D2T5rR6fRk0lnaD3Rwx5/eytrPrGTtZy784xt/TTGf/8ZnOHmoG72mp2phBS6vnejwCPFIHM2g4fI5T5tArNfr0Zum/pisblkNR3a2kBpNkU1nGAmNUuYsZmHTPK7ZsORCDUuIWUESHCHErJDNZtn/9iGsdiv+2mLSoykObD/Gth+/x61f34hrhu5wuH0u3OvGP1ZxeApweAou+PdauHoe0eEYL//v1zDbTHh8TlbftpLb7t8kZQ6E+C2S4AghZoVsNovKKfSannQyxZEPTtB9PEA6mSYainHr19ZTMYk5IxfLSDjOYE+QbCaLq9CBt9QzqcdVg91DGAx6FlxbR3o0Tevedlp2tbL0+gXnPFeIq8n0lhIIIcRlxmQy0dBURyQY48A7x2g/1IXDW0Dd8ip62wZ467/eP6/+s9ksx/e1sf+dw/S2959XXyOROMf2nKDzaA997YO07G1joGtoUtdw4sMOXEVOfJWFlNX5SY9m6GkNnNf1CDEbyR0cIcSscf0dazCYjLzxo+043DYWrZ1PYUUh2awi2BMkm81Oq4RBNpvl1R9u48Nth0iNpnF67Gz4vU/kJxtPVWQwSmx4hJLqseKS4cEIgfYBfBWFE97F0TQNi91EJDi2+V82nSWTyWK2ms96jhBXK0lwhBCzhtVqYv0X1mKxmnnt37ZhsZlJxVNEghEarp13zuSmpzXAR+8eJZ1KUzGvNF9b6egHJ9jzxkd4ip24i110HO3m7f98j7nLq6ZVsVsphV7/60RGp9ON26tnIo2bVvD//vUtju9tQ+UU5XUlLFozb8rXIMRsJwmOEGLWWfGpJfS2BTi66wSj8RS+qiKu39w44Tm97f3813dfYaBrCL02Vs8qHkuy5taVjETiZFPZ/HJvb4mbyECU6HB8WgmOw2vHYrcw2BPEYNDIpDKU1/knNQdn2bpFFLhsdB7txWDUaGiaN+WCoUJcDWQOjhBi1rFaTdxy73qqF5QDithghB0/20U4GDvrOUd2HqevY5DaZdXMXVaNZtDYu/UjstksnmInZpuJ/s5BkvFR+juHcBY5cBc5ztofjN2pOePxnEIHRAejJOKjVC+upKTGN+nx1S2fw41fWMv1n2uS5EaIs5AERwgxK320/SjH97Xh9jmxe+x89O4R3npxx1nb5zIZNL0uX/3baDKQTY3tUFy3fA5rbruGXEbRf3IAb4mbG7943RnLEwBkszl6WgMc2H6Yj945wmB3MP/eSCTO8X3tJOMpvGVeNL2eTCo76d2MhRCTI4+ohBBXpGw2y+7X9vPhtoNkMzkWXVdP039bgck0th9MoG0AnU6Hr7IQgORIkq4jPWftr6KhHJvTyslDXZgtRmKhERpvXZmft3PDHWtZ2DifeCyBx++ZcF+dvpMDtB3oxGwzkcvmaN3XjmbQ4ylxEzu1CWBx1dgdm5GwRrA3SMU8P5ph6hOghRBnJgmOEOKKtP+tw2x5bjuapkOn17H1hXfQ6XR84nfG5toUOK2kU1nSqQx6TU9iJDXhY6D6lXP59F03sHvLfpIjoyy6fgE3fOG6cW2Kq4omdW3BnmFMVlO+EvhA1xDR4RE8JW50Oh0KyOVy6PV6ctncWK2qKZRsEEKcmyQ4QogrUtuBk2TTGaobqgHoaunh2J7WfIKz5JMLad3fzsmDXSgUnmI3az6zasI+l61blF85dT40k0Y2nAXG5uGoXC5fwdxZ5MBV5GCgawhN09DpoGZxZf7RmBDiwpAERwhxRdIbNLLZXP7r9GgG02/UfPKVe/ndP/sMLXvbyKSzVDeUn1eRzanwV/uIDY/Q3zGAUuAsdOD1uwGw2MzMu6aWoZ5hMuksdreNwlLPRbkuIa4mkuAIIa5ISz+5gBP7T9KypxV0egrcNpbeMP7ui9vn4tqbll/0a/OUuKlfNZfocAy9Xo/L58Tm+PWEZGuBhYp5pRf9uoS4mujU2dYxzmKRSASXy0U4HMbpdF7qyxFCTNOJAyc5trsVlVXULqmmvrHuUl/SOKlkir6OQVKJUawOG85CO9l0FoPJQIHTdqkvT4grzlQ+v+UOjhDiilW7pJraJdWX+jLOKJPO0PphO0PdwxjMBsL9bWQyOdw+B0azkbI6P+V1pZPa3E8IMXUyq00IIWZALDRCMBCisNyDq8hBPJZkqGcIh9eOyWqi+1gv0Qk2HhRCnB9JcIQQYoYoNVZnKpPOkkmnMRdYAB02h5V0OktqNH2pL1GIWUseUQkhxAwocNnwlLgY7A6imQyk4imsTitGk4GRcByjScNkMV7qyxRi1pIERwghZoDRZKR2aTV9DiuJ+CjXbFzGSDROaCCCwWSgsqECp3fiWlZCiOmTBEcIIWaItcBCzeKq/NepZIrRRAqDUTtrHSshxIUhCY4QQlwkJosJk8V0qS9DiKuCTDIWQgghxKwjCY4QQgghZh1JcIQQQggx60iCI4QQQohZRxIcIYQQQsw6M5rgBINB7rzzTpxOJ263m6997WvEYmffmjwYDPJHf/RH1NfXY7Vaqaqq4sEHHyQcDo9rp9PpTnu98MILMzkUIYQQQlxBZnSZ+J133klvby9btmwhnU5z9913c++99/Lv//7vZ2zf09NDT08P3/72t1m4cCEnT57kvvvuo6enh5/85Cfj2j777LNs2rQp/7Xb7Z7JoQghhBDiCqJTSqmZ6Pjw4cMsXLiQDz74gFWrVgHw6quvcsstt9DV1UVZWdmk+nnxxRf58pe/zMjICAbDWD6m0+l46aWX+OxnPzuta5tKuXUhhBBCXB6m8vk9Y4+ompubcbvd+eQGYOPGjej1enbu3Dnpfj4exMfJzcceeOABioqKaGxs5JlnnmGiPG10dJRIJDLuJYQQQojZa8YeUQUCAYqLi8d/M4MBr9dLIBCYVB+Dg4M8/vjj3HvvveOOP/bYY6xfvx6bzcZrr73G/fffTywW48EHHzxjP0888QR/8zd/M72BCCGEEOKKM+U7OA8//PAZJ/n+5uvIkSPnfWGRSIRbb72VhQsX8td//dfj3nvkkUe47rrrWLFiBX/xF3/Bn//5n/PUU0+dta9vfvObhMPh/Kuzs/O8r08IIYQQl68p38H5xje+wV133TVhm9raWvx+P/39/eOOZzIZgsEgfr9/wvOj0SibNm3C4XDw0ksvYTQaJ2zf1NTE448/zujoKGaz+bT3zWbzuOMfP86SR1VCCCHElePjz+3JTB+ecoLj8/nw+XznbLdmzRpCoRC7d+9m5cqVAGzdupVcLkdTU9NZz4tEInz605/GbDbz8ssvY7FYzvm99u3bh8fjOWNycybRaBSAysrKSbUXQgghxOUjGo3icrkmbDNjq6gAbr75Zvr6+vj+97+fXya+atWq/DLx7u5uNmzYwL/927/R2NhIJBLhpptuIh6P89JLL1FQUJDvy+fzoWkaP//5z+nr62P16tVYLBa2bNnCQw89xEMPPTTpeTa5XI6enh4cDgc6nW5Gxj5bRCIRKisr6ezslBVnUySxmz6J3fRJ7KZPYjd9Fyt2Simi0ShlZWXo9RPPspnRfXB+9KMf8Yd/+Ids2LABvV7P5s2b+e53v5t/P51Oc/ToUeLxOAB79uzJr7Cqq6sb11dbWxs1NTUYjUa+973v8ad/+qcopairq+M73/kO99xzz6SvS6/XU1FRcQFGePVwOp3yD36aJHbTJ7GbPond9Enspu9ixO5cd24+NqN3cMSVT/YMmj6J3fRJ7KZPYjd9ErvpuxxjJ7WohBBCCDHrSIIjJmQ2m3n00UcnPYFb/JrEbvokdtMnsZs+id30XY6xk0dUQgghhJh15A6OEEIIIWYdSXCEEEIIMetIgiOEEEKIWUcSHCGEEELMOpLgCCGEEGLWkQTnKhcMBrnzzjtxOp243W6+9rWvEYvFJjznX/7lX7jhhhtwOp3odDpCodBpbWpqak6rMv/kk0/O0CgujZmK3XT6vdJMZ4zJZJIHHniAwsJC7HY7mzdvpq+vb1yb3/6Z0+l0vPDCCzM5lBn3ve99j5qaGiwWC01NTbz//vsTtn/xxRdpaGjAYrGwZMkSfvWrX417XynFt771LUpLS7FarWzcuJGWlpaZHMIldaHjd9ddd532M7Zp06aZHMIlM5XYHTx4kM2bN+d/9//jP/7jefd53pS4qm3atEktW7ZMvffee2r79u2qrq5OfelLX5rwnKefflo98cQT6oknnlCAGh4ePq1NdXW1euyxx1Rvb2/+FYvFZmgUl8ZMxW46/V5ppjPG++67T1VWVqo33nhD7dq1S61evVqtXbt2XBtAPfvss+N+7hKJxEwOZUa98MILymQyqWeeeUYdPHhQ3XPPPcrtdqu+vr4ztn/33XeVpmnqH/7hH9ShQ4fUX/3VXymj0agOHDiQb/Pkk08ql8ulfvrTn6oPP/xQ3XbbbWrOnDlXdJzOZibi99WvflVt2rRp3M9YMBi8WEO6aKYau/fff1899NBD6vnnn1d+v189/fTT593n+ZIE5yp26NAhBagPPvggf+yVV15ROp1OdXd3n/P8N998c8IE50w/4LPFTMXufPu9EkxnjKFQSBmNRvXiiy/mjx0+fFgBqrm5OX8MUC+99NKMXfvF1tjYqB544IH819lsVpWVlaknnnjijO0///nPq1tvvXXcsaamJvX1r39dKaVULpdTfr9fPfXUU/n3Q6GQMpvN6vnnn5+BEVxaFzp+So0lOLfffvuMXO/lZKqx+01n+/1/Pn1Ohzyiuoo1NzfjdrtZtWpV/tjGjRvR6/X5oqfn48knn6SwsJAVK1bw1FNPkclkzrvPy8VMxW6m/04uB9MZ4+7du0mn02zcuDF/rKGhgaqqKpqbm8e1feCBBygqKqKxsZFnnnkGdYXuZZpKpdi9e/e4Mev1ejZu3HjamD/W3Nw8rj3Apz/96Xz7trY2AoHAuDYul4umpqaz9nmlmon4fWzbtm0UFxdTX1/PH/zBHzA0NHThB3AJTSd2l6LPc5nRauLi8hYIBCguLh53zGAw4PV6CQQC59X3gw8+yDXXXIPX62XHjh1885vfpLe3l+985zvn1e/lYqZiN5N/J5eL6YwxEAhgMplwu93jjpeUlIw757HHHmP9+vXYbDZee+017r//fmKxGA8++OAFH8dMGxwcJJvNUlJSMu54SUkJR44cOeM5gUDgjO0/jtHH/52ozWwxE/ED2LRpE5/73OeYM2cOra2t/OVf/iU333wzzc3NaJp24QdyCUwndpeiz3ORBGcWevjhh/n7v//7CdscPnx4Rq/hz/7sz/J/Xrp0KSaTia9//es88cQTl1Wtkt92OcTuSnU5xO6RRx7J/3nFihWMjIzw1FNPXZEJjrg8ffGLX8z/ecmSJSxdupS5c+eybds2NmzYcAmvTPw2SXBmoW984xvcddddE7apra3F7/fT398/7ngmkyEYDOL3+y/oNTU1NZHJZGhvb6e+vv6C9n0hXerYXcy/kwttJmPn9/tJpVKEQqFxd3H6+vomjEtTUxOPP/44o6Ojl3VifSZFRUVomnbaSrGJxuz3+yds//F/+/r6KC0tHddm+fLlF/DqL72ZiN+Z1NbWUlRUxPHjx2dNgjOd2F2KPs9F5uDMQj6fj4aGhglfJpOJNWvWEAqF2L17d/7crVu3ksvlaGpquqDXtG/fPvR6/WmPJi43lzp2F/Pv5EKbyditXLkSo9HIG2+8kT929OhROjo6WLNmzVmvad++fXg8nisuuQEwmUysXLly3JhzuRxvvPHGWce8Zs2ace0BtmzZkm8/Z84c/H7/uDaRSISdO3dOGMcr0UzE70y6uroYGhoalzBe6aYTu0vR5znNyNRlccXYtGmTWrFihdq5c6d655131Lx588Yt1+3q6lL19fVq586d+WO9vb1q79696gc/+IEC1Ntvv6327t2rhoaGlFJK7dixQz399NNq3759qrW1VT333HPK5/Opr3zlKxd9fDNpJmI3mX5ng+nE7r777lNVVVVq69atateuXWrNmjVqzZo1+fdffvll9YMf/EAdOHBAtbS0qH/+539WNptNfetb37qoY7uQXnjhBWU2m9UPf/hDdejQIXXvvfcqt9utAoGAUkqp3//931cPP/xwvv27776rDAaD+va3v60OHz6sHn300TMuE3e73epnP/uZ2r9/v7r99ttn9TLxCxm/aDSqHnroIdXc3Kza2trU66+/rq655ho1b948lUwmL8kYZ8pUYzc6Oqr27t2r9u7dq0pLS9VDDz2k9u7dq1paWibd54UmCc5VbmhoSH3pS19SdrtdOZ1Odffdd6toNJp/v62tTQHqzTffzB979NFHFXDa69lnn1VKKbV7927V1NSkXC6XslgsasGCBerv/u7vZt0vgJmI3WT6nQ2mE7tEIqHuv/9+5fF4lM1mU7/zO7+jent78++/8soravny5cput6uCggK1bNky9f3vf19ls9mLObQL7p/+6Z9UVVWVMplMqrGxUb333nv599atW6e++tWvjmv/4x//WM2fP1+ZTCa1aNEi9ctf/nLc+7lcTj3yyCOqpKREmc1mtWHDBnX06NGLMZRL4kLGLx6Pq5tuukn5fD5lNBpVdXW1uueee2bsA/pSm0rsPv43+9uvdevWTbrPC02n1BW6hlIIIYQQ4ixkDo4QQgghZh1JcIQQQggx60iCI4QQQohZRxIcIYQQQsw6kuAIIYQQYtaRBEcIIYQQs44kOEIIIYSYdSTBEUIIIcSsIwmOEEIIIWYdSXCEEEIIMetIgiOEEEKIWef/AyZyajZQMSNBAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.stats import gaussian_kde\n", "\n", "cells_to_plot = cell_shapes_at_origin[\n", " gs.random.randint(len(cell_shapes_at_origin), size=200)\n", "]\n", "points_to_plot = cells_to_plot.reshape(-1, 2)\n", "\n", "z = gaussian_kde(points_to_plot.T)(points_to_plot.T)\n", "z_norm = z / z.max()\n", "\n", "plt.scatter(points_to_plot[:, 0], points_to_plot[:, 1], alpha=0.2, c=z_norm, s=10)\n", "plt.plot(\n", " mean_estimate_aligned[:, 0],\n", " mean_estimate_aligned[:, 1],\n", " \"black\",\n", " label=\"Mean cell\",\n", ")\n", "plt.legend(fontsize=12)\n", "plt.title(\"Global mean shape superimposed on the\\n dataset of cells\", fontsize=14)\n", "\n", "plt.savefig(\"global_mean_shape.svg\")" ] }, { "cell_type": "markdown", "id": "a93c794b", "metadata": {}, "source": [ "This plot allows to verify that the mean shape that has been computed makes sense." ] }, { "cell_type": "markdown", "id": "476ecf4a", "metadata": {}, "source": [ "# Analyze Distances to the \"Global\" Mean Shape" ] }, { "cell_type": "markdown", "id": "edf08e21", "metadata": {}, "source": [ "We consider each of the subgroups of cells, defined by their treatment and cell line. We wish to study how far each of this group is from the global mean shape. We compute the list of distances to the global mean shape." ] }, { "cell_type": "code", "execution_count": 27, "id": "0075ee4e", "metadata": {}, "outputs": [], "source": [ "dists_to_global_mean = apply_func_to_ds(\n", " ds_align,\n", " func=lambda x: CURVES_SPACE_SRV.metric.dist(\n", " CURVES_SPACE_SRV.projection(x), mean_estimate_aligned\n", " ),\n", ")\n", "\n", "dists_to_global_mean_list = []\n", "for t in TREATMENTS:\n", " for l in LINES:\n", " dists_to_global_mean_list.extend(dists_to_global_mean[t][l])" ] }, { "cell_type": "markdown", "id": "578b9933", "metadata": {}, "source": [ "As an example, the following code shows the 5 first distances of cell shapes." ] }, { "cell_type": "code", "execution_count": 28, "id": "35247729", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[0.49463408231382466,\n", " 0.45931006158373244,\n", " 0.39849340162938063,\n", " 0.4113497616700805,\n", " 0.37043235963232773]" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dists_to_global_mean_list[:5]" ] }, { "cell_type": "markdown", "id": "16251de8", "metadata": {}, "source": [ "We compute a few statistics about this list of distances to the global mean shape, checking:\n", "- that there are no NaNs,\n", "- what are the values of the min and max distances." ] }, { "cell_type": "code", "execution_count": 29, "id": "a4e30ab7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([], dtype=int64),)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gs.where(gs.isnan(dists_to_global_mean_list))" ] }, { "cell_type": "code", "execution_count": 30, "id": "0c4321b9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.3285016454297047 1.2685983914707757\n" ] } ], "source": [ "min_dists = min(dists_to_global_mean_list)\n", "max_dists = max(dists_to_global_mean_list)\n", "print(min_dists, max_dists)" ] }, { "cell_type": "code", "execution_count": 31, "id": "39c44b3b", "metadata": {}, "outputs": [], "source": [ "xx = gs.linspace(gs.floor(min_dists), gs.ceil(max_dists), 100)" ] }, { "cell_type": "markdown", "id": "e11d64de", "metadata": {}, "source": [ "We plot the distances to the mean global shape, by splitting them into the three treatment groups." ] }, { "cell_type": "code", "execution_count": 32, "id": "8517adc7", "metadata": {}, "outputs": [], "source": [ "from scipy import stats" ] }, { "cell_type": "code", "execution_count": 33, "id": "2426a7f2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, sharex=True, sharey=True, tight_layout=True, figsize=(8, 4))\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " distances = []\n", " for j, line in enumerate(LINES):\n", " distances.extend(\n", " dists_to_global_mean[treatment][line][\n", " ~gs.isnan(dists_to_global_mean[treatment][line])\n", " ]\n", " )\n", " color = \"C\" + str(2 + i)\n", " axs.hist(distances, bins=20, alpha=0.4, density=True, color=color, label=treatment)\n", " kde = stats.gaussian_kde(distances)\n", " axs.plot(xx, kde(xx), color=color)\n", " axs.set_xlim((min_dists, max_dists))\n", " axs.legend(fontsize=12)\n", "\n", " axs.set_title(f\"{treatment} cells\", fontsize=14)\n", " axs.set_ylabel(\"Fraction of cells\", fontsize=14)\n", "\n", "\n", "fig.suptitle(\n", " \"Histograms of srv distances (a=1, b=0.5) to global mean cell\", fontsize=20\n", ")\n", "plt.savefig(\"dist_to_global_mean_per_treatment2.svg\")" ] }, { "cell_type": "markdown", "id": "a61e46bf", "metadata": {}, "source": [ "We observe that each of these distributions seems to be bimodal, which might corresponds to the fact that we have actually two cell lines per treatment. We verify this hypothesis." ] }, { "cell_type": "code", "execution_count": 34, "id": "a687fb5b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(3, sharex=True, sharey=True, tight_layout=True, figsize=(8, 8))\n", "\n", "axs[0].set_xlim((min_dists, max_dists))\n", "for i, treatment in enumerate(TREATMENTS):\n", " for j, line in enumerate(LINES):\n", " distances = dists_to_global_mean[treatment][line][\n", " ~gs.isnan(dists_to_global_mean[treatment][line])\n", " ]\n", " color = f\"C{j}\"\n", " axs[i].hist(\n", " distances, bins=20, alpha=0.4, density=True, color=color, label=line\n", " )\n", " kde = stats.gaussian_kde(distances)\n", " axs[i].plot(xx, kde(xx), color=color)\n", "\n", " axs[i].set_title(f\"{treatment} cells\", fontsize=14)\n", " axs[i].set_ylabel(\"Fraction of cells\", fontsize=14)\n", " axs[i].legend(fontsize=12)\n", "\n", "fig.suptitle(\n", " \"Histograms of srv distances (a=1, b=0.5) to global mean cell\", fontsize=20\n", ")\n", "plt.savefig(\"dist_to_global_mean_per_class2.svg\")" ] }, { "cell_type": "markdown", "id": "4941a8d2", "metadata": {}, "source": [ "For the treatments jasp and cytd, it seems indeed that the bimodality is explained by the two cell lines." ] }, { "cell_type": "markdown", "id": "784f3c7b", "metadata": {}, "source": [ "In order to better understand which cells correspond to which distance, on the above plot, we run the following code. This code find a given number of quantiles within the distance's histogram, and plots the corresponding cell, for each treatment and each cell line." ] }, { "cell_type": "code", "execution_count": 35, "id": "ec616080", "metadata": { "scrolled": false, "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_quantiles = 10\n", "fig, axes = plt.subplots(\n", " nrows=len(TREATMENTS) * len(LINES),\n", " ncols=n_quantiles,\n", " figsize=(20, 2 * len(LINES) * len(TREATMENTS)),\n", ")\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " for j, line in enumerate(LINES):\n", " dists_list = dists_to_global_mean[treatment][line]\n", " dists_list = [d + 0.0001 * gs.random.rand(1)[0] for d in dists_list]\n", " cells_list = list(ds_align[treatment][line])\n", " assert len(dists_list) == len(dists_list)\n", " n_cells = len(dists_list)\n", "\n", " zipped_lists = zip(dists_list, cells_list)\n", " sorted_pairs = sorted(zipped_lists)\n", "\n", " tuples = zip(*sorted_pairs)\n", " sorted_dists_list, sorted_cells_list = [list(t) for t in tuples]\n", " for i_quantile in range(n_quantiles):\n", " quantile = int(0.1 * n_cells * i_quantile)\n", " one_cell = sorted_cells_list[quantile]\n", " ax = axes[2 * i + j, i_quantile]\n", " ax.plot(one_cell[:, 0], one_cell[:, 1], c=f\"C{j}\")\n", " ax.set_title(f\"0.{i_quantile} quantile\", fontsize=14)\n", " # ax.axis(\"off\")\n", " # Turn off tick labels\n", " ax.set_yticklabels([])\n", " ax.set_xticklabels([])\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " ax.spines[\"top\"].set_visible(False)\n", " ax.spines[\"right\"].set_visible(False)\n", " ax.spines[\"bottom\"].set_visible(False)\n", " ax.spines[\"left\"].set_visible(False)\n", " if i_quantile == 0:\n", " ax.set_ylabel(f\"{treatment}-{line}\", rotation=90, fontsize=18)\n", "plt.tight_layout()\n", "plt.suptitle(f\"Quantiles for srv metric (a=1, b=0.5)\", y=-0.01, fontsize=24)\n", "plt.savefig(\"quantiles.svg\")" ] }, { "cell_type": "markdown", "id": "7533015b", "metadata": {}, "source": [ "# Changing the Metric on the Space of Cell Shapes\n", "\n", "What happens if we change the metric on the space of cell shapes? E.g. if we penalize bending more, such that paths (of cell shapes) that bend the boundary of the cells have a longer \"length\" in th shape space.\n", "\n", "We define the elastic metric, as a generalization of the srv metric --- with two hyperparameters a and b that penalize bending and stretching. The case a=1 and b=1/2 corresponds to the srv metric we have used until now." ] }, { "cell_type": "code", "execution_count": 36, "id": "2e4187d3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from geomstats.geometry.discrete_curves import ElasticMetric\n", "\n", "a = 3\n", "b = 1\n", "\n", "CURVES_SPACE_ELASTIC = DiscreteCurvesStartingAtOrigin(\n", " ambient_dim=2, k_sampling_points=200, equip=False\n", ")\n", "CURVES_SPACE_ELASTIC.equip_with_metric(ElasticMetric, a=a, b=b)" ] }, { "cell_type": "code", "execution_count": 37, "id": "cf57c0e9", "metadata": {}, "outputs": [], "source": [ "elastic_dists_to_global_mean = apply_func_to_ds(\n", " ds_align,\n", " func=lambda x: CURVES_SPACE_ELASTIC.metric.dist(\n", " CURVES_SPACE_ELASTIC.projection(x), mean_estimate_aligned\n", " ),\n", ")\n", "\n", "elastic_dists_to_global_mean_list = []\n", "for t in TREATMENTS:\n", " for l in LINES:\n", " elastic_dists_to_global_mean_list.extend(elastic_dists_to_global_mean[t][l])" ] }, { "cell_type": "code", "execution_count": 38, "id": "67ca5f0c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.8661587455378381 3.103265148539284\n" ] } ], "source": [ "elastic_min_dists = min(elastic_dists_to_global_mean_list)\n", "elastic_max_dists = max(elastic_dists_to_global_mean_list)\n", "print(elastic_min_dists, elastic_max_dists)\n", "elastic_xx = gs.linspace(gs.floor(elastic_min_dists), gs.ceil(elastic_max_dists), 100)" ] }, { "cell_type": "code", "execution_count": 39, "id": "74967301", "metadata": {}, "outputs": [ { "data": { "image/png": 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bH3zwAfr162fUfjAlJQWVKlVC79690bRpU1SoUAEqlQqPHj3CgQMHsGzZMoSFhaF37964fv26wX3DtWvXsH79eri5ueGTTz5B48aNIYTA3r17MXfuXCQkJGDMmDFo3749nJ2dM00/a9YsTJ8+HQBgb2+PDz74AD4+PnByckJkZCQuXbqEzZs3Z3nlxsmTJ9G1a1ckJyfD1dUVH374IerXrw93d3cEBgZi/fr1WL16NXbt2oURI0Zg06ZNGab/9ddf5Sc/t27dGqNHj0blypVhZWWFsLAwXL16FXv27EFUVJTB9fmyXr16oXHjxliyZAl+/fVXeT29zMPDQ35/+fJl9OjRA0lJSVCr1Rg/fjzefPNNWFlZwdfXF3PnzoW/vz9++eUXWFlZyU81NtZ3332HJUuWAADKly+Pzz//HI0bN0ZiYiL27t2L+fPno1+/fvlqfQkICECHDh0QEREhtxYOGjQITk5O8PPzw48//ogrV65g8+bNGDlyJP7+++9s6woMDMSQIUOgUqnw7bffyn2dHT58GPPmzYNWq8WkSZPg6emZZb+8Op0OzZo1wxtvvIGGDRvC1dUVSUlJ8Pf3x+rVq7Fnzx74+vpi0KBBRfLU+MI+ZwNS9yNpn/Frr72GkSNHylctXblyBT/99BNu3LiB9957D2XLlsWbb76ZaZ2ZmZmhc+fOeP3111GrVi04OjoiPDwcd+7cwS+//IIbN25g9erVqFSpUoYW7ay8++67OHPmDEaMGIEBAwagbNmyePz4Mb777jucPn0a586dwzfffIM5c+bkaZ3evHkTbdq0kW+L6N27NwYNGoRKlSpBp9Phzp072LdvX5bnqomJiejYsSMuXboEpVKJIUOGoFu3bvDy8kJycjKOHTuG+fPnIzg4GN26dYOvry8qVqyYpzjzxNgsMf0vMmPHjhXXrl3L8dWzZ0+DWbGhrPatt94SQGrrVla/rKXJqvUtN78epZk8ebJcdtq0aZnG6/V6MXToULnMkiVLMpXp1auXPH7Lli2ZxsfGxoqmTZtmyPazkn58hw4dREJCQrZxh4SEiIiIiGzHJyYmitdff11ehykpKZnKpF//Go1GnDlzJlOZHTt2yGWcnZ1FmTJlxL179zKV++WXX+RyL7eE3L9/Xx5nqCVPr9eL8PDwbMdnJzg4WP512N3dXTx+/DhTmUuXLsm/8Hl4eIikpKRMZdJ+tU7fopoXS5cuFQCEWq0Wu3fvzrJMeHi4qF27tgAgWrVqlWl8Ti19/v7+WS5DmidPnsi/7g0bNizT+C+//FIAqa2Nz58/z7aeyMjITL8Gp29Rz6n1LadtcdKkSfL4cePGCb1en2U9iYmJBuPMzvr16+X6jx8/brBsftepELlvgc/pldVnbsx8hg8fLhITE3NcP/mR/pfvihUrZvkL96FDh+QWwCZNmmRZT9qvl/l5ZdWKkJ38tPQdPXpUnjanVqfs9OvXT65j7dq1mcZrtVpRv379HI8X2bWgxMfHy61d6VvyspLV8dOY/eC9e/ey3WaFEOLq1avyFTBZHV/TLweQ2hIWFRWVqczq1avlMvPnz880/tKlS/JVC9WqVRNPnjzJNqaXjw9JSUny1QBdunQRsbGxWU6Xtl8HIPbt25dhXJs2bQQA0axZs2xbLITIen3nRk4tAOk1adJEAKmtPXv37s00Pjw8XG4FVigU4vr160bH8+zZM2Fubi4AiCpVqoiQkJBMZU6ePCnMzMwMbqM5HR/Sbyv/93//l2l8QkKC8PHxkcvs2rUrU5n0+xc7Ozvh5+eXqcz169flltHszg/u3LmTzdpItWzZMnk+Bw4cyLJM2viCaOkrzHM2IYTYt2+fwXUvROq+Jq1lq2LFipm++zExMSIwMDDb5dHr9WLkyJHyuUhkZGSmMi+3dq9atSpTmYSEBFGnTh0BpF5ZYGgbNKRRo0bydrFu3bpsy4WGhoq4uLgMw9KuzrO3txcXLlzIcrqHDx8KNzc3AUAMGTIk0/jCbOnLV9JXUCcxhhYwLWHp3bu30QuX26QvISFB2NvbCwCidu3aWSZGQggRFRUlX/ZRq1atDOMCAgKEUqkUAES/fv2yndfly5dzPIinjVMoFDme9OVG+nlm9SVMv/4/++yzbOtJf1D+9ddfsywTFxcnHwQmTZqUYdzJkyfl6a9cuZK/hcrCvHnzcnUi9s0338jlsrrcrCCSPr1eLypXrpyrE65du3bJ8bx8QMkp6cuNn376SQAQtra2mU7M3n33XQGkXo5irIJK+iIiIuRk3dvbO9vtLz9+/PFHef63b9/Od32G1qkQpk/6PD09M52QFpb0+4WNGzdmW27s2LFyufPnz2ca/yolfTdv3pSn/fbbb42aVojUk+W048Ubb7yRbbmzZ8/meLzILukLCAiQp9u2bZvRMRbUj19p0m7TqFOnTpbj03+Psjs+6PV6+RK/rM4JBg8eLIDUWykuXbpkVHx//fWXACDMzc1FcHCwwbJpP96+fMJWtWrVLI99BSW3SV/6783777+fbbkTJ07I5T744AOj45k7d648/Y4dO7Itl/5HPWOTvvTnVl26dMl2Hv7+/vIPS926dcs0Pv3+5Ycffsi2nvTnEf/880+25Qxp0KCBACDGjx+f5fi0+gsi6SvMczYhhJzM9e3b12BMfn5+8rzycuwJCwuTP+esjiPpz4X69OmTbT2//fZbvs4z9+7dK08/ceJEo6aNjo4WdnZ2Asj5FqUlS5YIILVR4OVLUUv15Z1ubm4AgGPHjuH+/fuoXLlygc/j4sWLiIyMBJDaIe3Ll22msbW1xYABA/Drr7/Cz88Pz549k+M7fPgwdDodgNRLGLNTv3591K9fH1euXMkxrlatWhndMW5iYiKCgoIQExMjP3RGpLvR9MqVK/D29s52+kGDBmU7rl69evJN/QMHDsyyjIWFBapWrYpr165lulE+bV0BqTflzp8/P1fLlFtpDz6wt7dHnz59si03evRoTJs2TZ6mMPpr8/Pzw/379wEA/fr1M1j2tddek9+fPn0aVatWzfN8tVotwsLCEBcXJ3/ulpaW8jh/f39UqlRJLp/2mfj5+eHcuXNo2rRpnuedV4cOHZIv/ZkwYUK2219+hISEyO8dHByMmtbYdQqkXkJqbHcAWUl/uVZW0s8nMTERjx8/xr///otVq1ZhxIgRmDVrFt555518x5EbDg4OmS7xTe/tt9+WL007cOBApssWly9fnu8Oz439bPPK0dFRfp/2oApjpD9eGLrkvmnTpqhduzZu3Lhh9DycnJxgZmaGpKQkrFq1Ct26dYNKVTSH/IiICISHhyMhIUHeZuzt7QGk7muSk5OzfTpy3bp1Ua9evSzHSZKEhg0bIjAwMNPxRa/XY/fu3QBS+wVt2LChUTH/+++/AIC2bdtmedloeq+99hrOnTuH06dPZxju5uaGu3fvYvv27Zg6dSrKlCljVAwFJf1DgAxt/61atULNmjVx8+bNXD84KKv5lClTBl27ds223PDhw7FgwQKj6wdSHwKWtq0YWhZPT0+8/vrr2L17tzxNVscSSZIwYsSIbOsZNWoUPv/8cwghcODAAYPHbyEEgoKCoNVqMzy8xcPDA5cvX87VeV5+FeY5m1arlS9Rzek8pmbNmihTpgxCQ0Nx+vRpvP7669mWTU5ORlBQEKKjo+XPFkjdZwUHB+PKlSvo27dvttMbevp2+vPbBw8eZLsvyU76BwIZe2vE0aNH5Uu3c3vel5ycjIsXL2Y4DyxM+ToCfPXVV7nqVH3kyJHyk8CMNXz4cPz1118ICwtDnTp10LNnT3Tu3Blt2rTJ030UWbl+/br8Pqf77Zo1ayafuFy/fl0+aU5fh6GkCgAaN26cq51Bbr+ssbGxWLRoEf7++2/cuHEjw0b0spyeoFatWrVsx6UdtMuUKWPw5CqtXHR0dIbhXl5eaNOmDY4fP44FCxZg79696Nu3L9q1a4fmzZvLJ9J5lfYZNGrUyGB3C66urvD09MTDhw8zfG4F6cKFC/L7Fi1a5Hq6vJxAPnr0CD/88AO2b9+OR48eGSwbGhqaIUEZPHgw5syZg8TERLRq1QpdunRB9+7d0bp1a9SuXTtfTyzNrfRPDmvTpk2hzCM8PFx+n5vEID/rFACsrKxQp06dvAVrhJfn4+3tjd69e2PYsGHo3r07Ro8ejYCAAPkep8LUsGFDg0lFgwYN5CQkq4Q4/dNgi7v036G8JKrplz+ne0ybNm2ap6RPo9Fg4MCBWLVqFTZu3Ijz589jwIABaNeuHVq2bCnvpwvKtWvXsGDBAuzevdvgfkyv1yMiIiLb+/pq1KhhcD5pCffLxxd/f3/5x9u87EfS9tl79+7N9X7v5eUcMWIEjh07Jt/n2adPH7z++uto06ZNhmcIFLa045qZmRkaNGhgsGyzZs1w8+ZN3L17F0lJSVne05XTfBo0aGCwv8q6devK276xjD0/2717N+Li4vDgwYMsf0D18vIymIw7OzvD09MT/v7+2f5wt3PnTvz66684duxYpu9hejmdbxWEwjxn8/X1lRsPBg8ejMGDB+cqpqy2/+TkZCxduhSrVq2Cr6+vwe9CTuvN0D4i/Q9yhj6b7KSdj1SoUMHoe+3Sn/elb+TISV7O+/KqWHTZYEiHDh2wePFiWFhYICEhAevXr8fbb7+NqlWroly5cnj//ffz/WtK+hPCnB4+UbZs2SynS//41Zx+JcxpfJrcnJw+fPgQdevWxdSpU3H16lWDCR8AxMfHGxxvKPFK26nnlJyllcsqlnXr1slJkJ+fH2bNmoUOHTrA3t4er732Gn777TckJCQYrD87aZ9Hbh4gkvY5pv8MC1JwcHCepjP2Zvfdu3ejVq1aWLx4cY7JCZD5869RowbWrVsHBwcHpKSkYMeOHRg7dizq1q0LFxcXvPXWWzh+/LhRMRkr/Q7emB2lMdL3zZbTNpDfdVocdOjQAR999BEAYObMmUXSXUJO251KpZIPyIW13RWV9J95XvrzNOaY4+rqanT9aRYvXowePXoASP0h4/vvv0f37t3h5OSEJk2a4Pvvvzf6oSJZ+fPPP9GoUSMsX748VycwhraZvB5f8rsfycs+++XlePvttzF16lSoVCpERUVh+fLlGDJkCMqXL48qVargk08+MdhVREFJ+345Ojrm2LqbdiwUQhj9GPm08jmd0yiVygwn48YoiPOz9HJzfpC2zb1chxACo0ePxhtvvIGdO3fmmFQUxbGhMM/ZCuo8Jjw8HC1atMD48eNx9uzZHJP/gjhPBbI+B81J2n6kqPYhgPHnfflR7C/vBIBx48ahf//+WLt2Lfbv34+TJ08iKioKAQEB+P3337F06VJMnToV33zzTb7nVRQtG7mVm8vc3nrrLfj7+0OSJIwaNQqDBg1CzZo15b6FJEmCXq+X60p/qacpeHh44NSpUzh48CA2b96Mo0ePypf7HD9+HMePH8cPP/yAXbt2GfwFy5Di8Bmm39ls374915fpGvPEy9DQUAwZMgRxcXGwtrbG5MmT0blzZ1SuXBl2dnbyL7aHDh1Chw4dAGT9+fft2xcdO3bE+vXrsXfvXhw/fhwhISEIDQ3F6tWrsXr1aowYMQLLli0z+GtucZb+pCQ8PDxDH3bpFdQ6jY2Nhb+/f77jrl69ep6SCgDo2bMnvvvuO+j1emzevFl+qm1hye925+/vXyCXd+Z0SWxBSH8ymN8Ws8LcX9na2uLff//FuXPnsGHDBhw5cgSXL1+GTqfDhQsXcOHCBfzwww/YunWrUVckpHfr1i28//77SElJgYuLCz799FO0b98enp6esLGxkb+/y5Ytky/PM/VxKCtp++yuXbviu+++y3M9s2fPxpgxY7BmzRocPHgQZ86cQVxcHO7fv4/58+fj559/xqJFi/D+++8XVOjZKg7HwoJUEMuTnzqWLVuGP//8E0Bq6+bEiRPRrFkzeHh4wNLSUj7PGj58OFatWlUsv+fGSH8e8/vvv6Nly5a5mu7lBouPPvoIFy9eBPDfk/Hr1asHFxcXmJuby59JhQoV8OTJk1d2vaVfX5cuXcr1sbsorwJ4JZI+IPVkeOLEiZg4cSL0ej0uX76MLVu2YPHixXJn302aNDF4T0l20v8CFRQUZDDZSP8rZvrp0n/JQ0JCDJ54pL+/KD9u3bold65qKOktjr+qd+jQQT5pDgsLw4EDB7B06VIcOnQI9+/fx8CBA3PdYWgaR0dHPHv2LFcdu6d9jnn99TEnTk5O8nt7e/tCudRv48aN8uVMW7ZsQceOHbMsl5vP387ODmPGjMGYMWMApD6yeNu2bfj5558RGBiIlStXomHDhnLrUUFKf6nNs2fPCuUyv/RJX0RERLaXbRTUOj1//jx8fHzyFmw6/v7+Rt/Xmyb9MuemxTK/ctruUlJSMrRAvGzUqFE4evRovmIYMWIEVqxYka86ciN9i0iFChWMnj798SIoKAjly5fPtmxu9mc5adq0qXy/bnR0NI4cOYIVK1Zg8+bNCA4ORt++fXH//n1YWFgYXfeKFSuQkpICpVKJo0ePZnvpVWEfh17ejxjLyckJgYGBSEpKyvf+umLFipg6dSqmTp2K5ORknD9/Hhs2bMDvv/+OhIQEfPDBB2jWrJnR9x3mVtr2FRYWhpSUFIOtfWnHQkmSjL4n1sHBAc+fP8/xnEan0+W5M+qXz88MbSvZnZ+ll5vtKa3My3X88ccfAIAqVarg1KlT2W4vxfGcKy/Sn8dYWlrmabvQarVyV0tDhw7F6tWrsy1rsg7L00nbj+R1H5LG2dm5SJO53Holf7ZXKBRo1KgRZs2ahYMHD8rDN2zYkKFcbn/RSf9FPnv2rMGy6fsDTD9d7dq15fdpv2hkJ/11v/mR/j6P7G7SLcj5FRYnJycMHDgQBw8elPt3uXz5Mu7evWtUPWmfx6VLl5CSkpJtueDgYPkkuLDuu0p/MD958mShzCPt83d0dMw2OQHy9vnXrFkTn3/+Oc6cOQMrKysAed++ctKoUSP5/bFjxwqkzpfVrVtXfn/nzp1syxXmOi1qAQEB8ntra+tCn9/ly5cNbndXrlyRL+spivsdC1P671D6fX9upf8+nj9/3mDZnMYby8bGBj169MCmTZswYcIEAKknOGk/IKbJ7fadts3Ur1/f4L02hb3NeHl5ya2uedmPpO2zL1y4kKd7z7KjVqvRsmVL/PTTT1i7di2A1JbOjRs3Gl2Xsec0SUlJGfr1zUraOU3VqlWNup8P+O+7f/nyZfner6xcu3YNiYmJRtWdJi/nZ5aWlpnus07j7++PsLCwbOsICQmR+3R9eT+V9l1/8803s034hBC4dOmSwThfFQ0aNJC/c3k9j7l79y6Sk5MBGD5PvXXrltwvnimlnY88fvzY6B9Li+K8L79eyaQvvUaNGsm/Tr1882f6+3gM7XC8vb3lg8XKlSuz3XlFR0fLJ761atXKcM1vu3bt5EvfVq1ale28rly5UmBPdEp/gmXosqjffvutQOZXFNJa/wDjb4JOO0mPjIzE5s2bsy33559/ypcPGDqxz49GjRrJv/IsXbo0z/cpGpL2+SckJGT7nY2LizP4fcxJ+fLl5ZbvvG5fOfHx8ZETy59//jlP1+HnpHHjxnK8hk6iC2qdtmvXDiK1S5x8vfLaygdA7iQayJhkFJbw8HBs37492/HLli2T32e13R05ciTf66soWvmA/75DarU6w48WueXj4yNfCmboIWfnz58vtIdNAYb3t2nbS07bdto2Y+gY9OzZM/npmIVFoVCge/fuAFKfomfslSJpPzim3YtXGPJzfANyv89Nv32l3+5edvr0afj5+WWaJrfSlic0NFR+cmpW/vrrL6PrTtOuXTt5WzG0LI8fP8b+/fszTfMyIYTBeFasWJHt+UFuvuvbtm3LUytRceTs7IzmzZsDANauXZunq9RetfPUtHugARj9xNmOHTvK9xsuWrSoWF6mWuyTvvXr1xu8qfPChQtyk/DLl4WlT8rSHp+fFY1Gg9GjRwNIfVLUrFmzMpURQmD8+PHyjnr8+PEZxpcrV04+4GzcuBFbt27NVEd8fLx8+VxBSP9kquxOdn799Vds27atwOaZH5cvXzb4q2PaI5KB1F80jT3hHTVqlLzBffLJJxlaOtJcuXIF3377LYDU+wt79epl1DxyS6FQyPdQPXjwAMOHDzd4kNZqtVi8eLFR80j7/OPi4jK1wgGpl9SMHj0agYGB2daxdetW+XLGrDx58kR+CMjL21faI+EBw9tXTuzt7fHee+8BSG0lnzhxYrY7y+Tk5DzdLG1mZiY/+S19a/3LCmKdFrZ169bl+PCNtEvJgNRLd9NOaF/m6ekJSZIKrNX2448/zvLyqaNHj2Lp0qUAUn9ky+mJlcVd2neoRYsWeWpFdXNzk29F+Pfff7P8rsXExMjbRV48ePAgx8tl9+3bJ7/P7vgZHBxs8IEVadvM3bt3cerUqUzj4+LiMGTIkCJ5qMXkyZOhUCgghMCgQYPw9OnTbMu+PG7EiBHypYOTJ0/OsbXwxIkTmdbv6tWrDbZ2G1rfuZHbc5qmTZvKXaL88ccfGa6IShMVFSV/vxQKBcaOHWt0PCNGjIBGowGQ+nj7rBLZ06dP45dffjG67jTu7u7o3bs3gNSHbGX1I0lSUhLefvttuUXp5fOzl82aNQu3b9/ONPzmzZuYPXs2gIzbaJq07/r27duzvITz/v37GDduXC6W6tWR1r2VVqtFv379DJ4vJCYm4pdffsnwI3eVKlXk48vKlSuzPLZv377d6POfwtKxY0f5Cfw///wz/v7772zLhoWFZdiv2dvby9+9U6dOYdKkSQZbwIOCgvB///d/BRR5LhnbsV/6TjRz27FkWievyKazYUMdEVasWFHY29uLESNGiD///FMcP35cXLp0Sezfv1989dVXwtHRUQAQSqUyyw5/y5UrJwAILy8vsW3bNnHr1i1x9+5dcffuXaHVauVyWq1WVKpUSY6jb9++YseOHeLixYti48aNol27dvK4Fi1aZNmB9N27d+VOplUqlfjwww/FoUOHxIULF8SKFStErVq1BADRpEkTgx0v5nb96vV6UadOHbn8gAEDxPbt28WFCxfE1q1bRb9+/QQA0apVK4N15rbD19x21ptdx5FpnWs2adJEfP3112LHjh3iwoUL4vTp02Lt2rXi9ddfl+Po2bOnwXlk55dffpHrcHV1FQsWLBBnz54VJ0+eFDNnzhTW1tZy5707d+7M13LmRK/Xi969e8vxVK5cWXz33XfiyJEjwtfXVxw9elT8/vvvYvDgwcLKyko4OTllqsNQ5+xPnjwRGo1G7lD4s88+EwcOHBDnz58XK1asEN7e3pk+/5c7vm3btq2wtLQU/fv3F7/++qsc26FDh8R3330nypcvL0+7ZcuWTPGl1e3k5CTWrl0r/Pz85O0rLCxMLmeo810hhIiNjRV169aVy3h7e4ulS5eK06dPi4sXL4pt27aJyZMnCw8Pjxw7gs/O/Pnz5XWVftsv6HVa2Nq2bSusra3FsGHDxNKlS8XRo0fF5cuXxcmTJ8WyZctEt27d5NgkSRIrVqzItq70nffmVVod9evXF2q1Wnh4eIjFixeLc+fOiePHj4spU6bInf+qVCpx5syZPM8rP5YvX57h1bNnzwwdHKcfd/z48Wzr0Wq18vIsWLAgz/H4+/sLGxsb+fj1wQcfyMeLZcuWiWrVqgkAonHjxgY/o+w6Z0/b5mrVqiW++OILsWXLFnHu3Dlx7tw5sWnTJjFgwAC53gYNGgi9Xp9h+v3798vjhwwZIk6fPi1v23fv3pXLnTt3Ti5nb28vZs+eLY4ePSrOnj0rlixZIndYnn6byeo8ILvleFlO++dZs2ZliOeLL74QBw4cEL6+vuLw4cNiwYIFok2bNqJdu3aZpj19+rS8/SuVSjF06FDxzz//iAsXLohz586Jbdu2ienTp8v7qpc7YE477owdO1asWrVKnDp1Sly6dEns3r1bfPzxx8LCwkIAENbW1uLx48cGlzMrd+/elZetU6dO4ujRo+LOnTvyZ5KcnCyX9fX1FWZmZgKAMDMzE5988ok4cuSIOH/+vFi6dGmG853//e9/RseS5ttvv5XrqVChgliyZIm87U+bNk1YWFgIT09P4ezsLACIkSNHZqojp+PDkydPhIODgwAgFAqFGD16tNi/f7+4cOGCWL16tdwZetp5UFbSzkuqVKki7OzshL29vZgzZ444ffq0OH36tJgzZ47csTaQdQfh33//vTy+WrVq4s8//xRnz54VR48eFV999ZWws7MT5ubmolGjRga/o8aeQ7+sqM7Z0nz00Ufy/MqWLStmzJghb1MnTpwQK1asEO+88478GUVHR2eYvnv37vL0HTt2FJs2bRIXLlwQu3btEu+8845QKpWiatWq8nckq32AoXOh9Pz9/eVyeT1X8PPzk88VgdTO4Dds2CAuXLggzp49K9asWSNGjBghrKysMsWSkJAgmjVrJk9bv359sXjxYnHixAn53Ornn38WPXv2FGZmZsLb2zvT/Auzc/ZXIulLG5fdS6PRZPvhpvV6n9Xr5Wn8/f1FjRo1DM6rVatWGU5mX7Zv3z5hZWWV7fRfffWV+PLLL+WTyqwYs359fX3lDS2rV926dUVgYKDBOos66cvp1bJlSxEaGprjsmdn9uzZQqFQGPy+rFy5Mt/LmRtJSUli7NixQpKkHJfby8sr0/Q57eiWLVtmcFkHDhwoDhw4kO0BNe2zMvRSKBRi1qxZWS7fjh07sl229N+1nA7qQggREhIiXnvttRzjyeuOPDQ0VD6hM/T553edFrbcfGYAhIODg1izZo3BulxcXAQA4ejomOd40p+s//HHH0KlUmUZj5mZmVi3bl2e55NfuVlnaS9DiceKFSsEkJrAPnv2LF8xHT58WE78snpNnz49x/1zTklfTq8aNWqIBw8eZKpXp9OJ5s2bZztdejNnzjQ4j08++STHfVlBJX1CpB4Dsvsepr2yO2E6ffp0hh+7DL1e3o/kZho7Ozuxe/dug8toSPpk/eXXy+t17969wtbW1mA848aNEzqdLs/x6PV68d5772Vbf5kyZcT58+fldfr+++9nqiM3x4dLly4Jd3d3g8vSp08fER8fn+X06c9LduzYIf9A//JLoVCIH374Ics6kpKSRKdOnbKdv4WFhdiwYUOO39G08q9K0qfX68XMmTNz3KYACCsrKxEXF5dh+sePH4sKFSpkO02FChXEjRs3DO4DijLpE0KICxcu5Go/kFUsWq1W9OnTJ1f7Ax8fn0zTF2bSV+wv7zx8+DAWLlyIvn37om7dunB2doZKpYKtrS0aNmyIyZMnw8/PDyNHjsxy+rFjx2LTpk3o1KkTXFxcDD7FytPTE1euXMHixYvRtm1bODk5Qa1Ww9XVFV26dMGqVatw7Ngxg098fP3113H9+nW89957qFixIszMzODq6oru3btjz549mDFjBrRaLYDUy67yq0GDBrh8+TLef/99VKxYEWq1Go6OjmjatCl++OEHnDt3rtD6PjPW4MGDsWvXLkyaNAmtW7eGl5cXLC0tYWZmhnLlyuHNN9/EmjVrcPz48QxPQTLW1KlT4evri3fffReVK1eGhYUFrKysULNmTXz00Ue4desWhg8fXoBLlj21Wo0lS5bgypUr+PDDD1G3bl3Y2dlBqVTCzs4ODRo0wDvvvIONGzfi5s2bRtc/atQoHD9+HL169YKzszPUajXc3NzQpUsXrF+/Hn///bfBrj/WrVuHpUuXYsiQIWjQoAHKli0LlUoFa2tr1K5dG2PHjoWvr698icfLunfvjoMHD6Jnz55wd3fPc/cCQOpTs44ePYrNmzejX79+KFeuHDQaDczNzVGpUiX0798fa9asyXUHsS9zcnJCnz59AEB+oEJW8rtOC9tff/2FX375BYMHD0bDhg3l9W5lZYWKFSvijTfewOLFi3H//n0MGTIk23oePHggXyo7adKkAolt9OjROH78OAYMGAB3d3eYmZnBw8MDw4cPh6+vLwYNGlQg8zGltO9O7969M/QLlhft2rXDjRs3MHbs2CyPFzNnzsxz3W3atMGRI0cwZcoU+Pj4oEqVKnIXCq6urujUqRN+++03XL58OctLDRUKBfbt24dp06ahfv36sLa2zvYy4OnTp2Pnzp3o1KkTHBwc5H16nz59sG/fPvzwww95Xo68mDp1Kvz8/DBx4kTUqVMHtra2UKlUcHZ2Rtu2bfHNN99ke19u8+bNcffuXfz222/o3r27/D02NzdH+fLl0alTJ8yePTvL48j169cxb9489OjRA7Vq1YKTkxOUSiXs7e3RvHlzfPXVV7h9+za6dOmS52VbvXo1vvvuOzRt2hR2dnYGu9Hp1KkT7t27h6lTp6JBgwawtbWFRqNBhQoVMHToUBw/fhyLFy/OV1c8kiTht99+w7Zt29CpUyc4OjrC3NwcVapUwYQJE+Dr64vGjRvn+7ynYcOGuH37NubMmYNmzZrB3t4eZmZmcHd3R58+ffDvv/9i06ZNGe57zE737t1x4cIFjBo1St7uXFxc0LdvX5w4cQKffPJJltOp1Wrs3LkTixYtQuPGjWFpaQkLCwtUqVIF77//Pi5duoT+/fvnafmKM0mSMH36dNy5cwf/+9//0LhxYzg6OkKpVMLGxga1atXC0KFDsXLlSjx79izTQ27Kly+PS5cu4dNPP0W1atWg0WhgZ2eH+vXr46uvvsLly5dRq1YtEy1d1ry9vXH79m0sWrQI7du3l/MHa2tr1K1bF2PGjMHBgwezvA3JxsYGmzZtwvHjxzF69GhUr14dNjY2cl+1TZo0wbhx47Br1y75PtSiIglRDO80LOE6duyIgwcPonXr1oXe8TUR/efs2bNo3rw5lEol7t+/n23XDaXBihUrMGrUKNjb2+PRo0ewtbU1dUjF3qNHj1C5cmXodDqcPn1afsgBEWXv6dOn8v2S//d//yf310hERavYt/SVNIGBgfIN4jxhICpazZo1Q58+faDT6TBnzhxTh2NSaQ+h+Oijj5jw5dK3334LnU6HLl26cP9NlEvr1q2T33O7ITIdtvQVsHv37qFKlSpZjouPj0fPnj3l5tyrV68WyaPUieg/t2/fRp06daBQKHD//v1i2YFqUahcuTJCQ0Px8OFDoztlLo2ePHmCKlWqQKfTwdfXl/tuIqQ+hl+r1WZ7G4mvry/atm2L6OhoeHt7vxJ9nBKVVNnf4EZ5Mnr0aMTGxmLAgAHw9vaGo6MjoqOjceHCBSxZsgT37t0DALzzzjs8aSAygerVq2PZsmW4f/8+Hj9+XGqTvvx0s1EaPXnyBFOmTEGlSpW47yZ6ISQkBDVr1kSvXr3QpUsXVK9eHRqNBoGBgdizZw/+/PNPxMfHQ5IkzJ8/39ThEpVqbOkrYO3atcuxb6TevXtjzZo1mW52JSIiInpVPHz4MMc+B83MzPDHH38U2QPUiChrTPoK2KVLl7BlyxYcOnQIT58+RUhICIQQcHFxQfPmzTFixAh069bN1GESERER5UtycjK2bNmCPXv24Pz58wgJCUF4eDgsLS3h6emJjh074sMPPyzVD80iKi6Y9BEREREREZVgfHonERERERFRCcakj4iIiIiIqARj0kdERERERFSCMekjIiIiIiIqwZj0ERERERERlWBM+oiIiIiIiEowJn1EREREREQlGJM+IiIiIiKiEoxJHxERERERUQnGpI+IiIiIiKgEY9JHRERERERUgjHpIyIiIiIiKsGY9BEREREREZVgTPqIiIiIiIhKMCZ9REREREREJRiTPiIiIiIiohKMSR8REREREVEJxqSPiIiIiIioBGPSR0REREREVIIx6SMiIiIiIirBmPQRERERERGVYEz6iIio2Hr48CEkScLIkSNNHUqxcOTIEUiShBkzZmQY3q5dO0iSZJqgiIio2GPSR0REREREVIKpTB0AERFRdjw8PHDz5k3Y2dmZOhQiIqJXFpM+IiIqttRqNWrUqGHqMIiIiF5pvLyTiIiKrazu6bt48SLGjx+POnXqwM7ODhYWFqhbty7mzp2L5OTkTHXcvXsXo0aNgpeXFzQaDRwdHVG/fn1MnDgRQgi5XNp9cQkJCfj8889RoUIFmJubo2bNmvj5558zlM2NK1euYOjQoShXrhw0Gg3c3NzQpUsXbN++PVPZbdu2oUOHDnBwcIC5uTnq1KmDH374ATqdzqh5pqfX6/F///d/aNq0KRwdHWFhYYFy5cqhR48eOHLkSJ7rJSKiVw9b+oiI6JXyxx9/YPv27XjttdfQrVs3xMXF4ciRI5gyZQrOnz+PTZs2yWUDAwPRtGlTxMbGonv37hg4cCBiY2Nx9+5dLFmyBD/88ANUqoyHwgEDBsDX1xd9+/YFAGzatAkTJkzAw4cP8eOPP+Yqxk2bNmHIkCEQQqBHjx6oXr06goODcfbsWfz555/o0aOHXHbKlCmYO3cuPDw80KdPH9jZ2eH48eP49NNPcfbsWfzzzz95Wk9TpkzBd999h8qVK2PIkCGwsbFBQEAATpw4gQMHDqBdu3Z5qpeIiF49TPqIiOiVMnXqVPzyyy9QKpXyMCEERo8ejWXLluHkyZNo1aoVgNTkKzIyEj/99BM++uijDPWEh4dnSvgA4M6dO7h+/bp8H+HMmTPRrFkzLFiwAIMHD0bjxo0NxhcUFIQRI0ZArVbj+PHjaNiwYYbxT58+ld/v378fc+fORefOnbFp0yZYWVnJy/PBBx/gt99+w6ZNm+QE1Bj/93//B3d3d1y9ehWWlpaZlp2IiEoPXt5JRESvlAoVKmRI+ABAkiSMGzcOAHDgwIFM01hYWGQa5ujomGX9X375ZYYHx9jZ2WHatGkQQmDlypU5xrdy5UrExsbik08+yZTwAUC5cuXk94sXLwYALF26VE740pZn7ty5kCQJ69aty3Ge2TEzM8u0roDsl52IiEomtvQREdErJSkpCYsXL8bff/+NW7duISYmJsP9doGBgfL7Hj16YMqUKRg3bhwOHjyILl26oG3btqhUqVK29bdp0ybbYb6+vjnGd+7cOQBAp06dcix75swZWFlZYdmyZVmOt7CwwK1bt3KsJyuDBg3CkiVLUKdOHQwaNAg+Pj5o0aJFlgkwERGVbEz6iIjoldKvXz9s374d1apVw8CBA+Hi4gK1Wo3IyEgsXLgQiYmJcllPT0+cOXMGM2bMwK5du7BhwwYAQI0aNfD111+jf//+mep3dXXNdlhUVFSO8aWV8fDwyLFseHg4UlJSMHPmzGzLxMbG5lhPVhYuXAgvLy8sX74c33zzDb755huYm5tjwIAB+PHHH1GmTJk81UtERK8eJn1ERPTKOH/+PLZv347OnTtj586dGS5dPHPmDBYuXJhpmjp16mDjxo1ITk7GxYsXsXv3bixatAgDBw6Eu7u7fP9fmqCgIFSoUCHTMAC56i/Q3t4eABAQEABPT0+DZW1tbSFJEkJDQ3Os11gqlQqTJ0/G5MmTERgYiKNHj2L58uX466+/8Pz5c+zdu7fA50lERMUT7+kjIqJXxv379wEA3bt3z3Sv2vHjxw1Oq1ar0bx5c8ycOROLFi2CEAI7duzIVC6retKGZXWP3suaNm0KANi3b1+OZZs1a4awsDDcvXs3x7L54e7ujsGDB2PPnj2oUqUKDhw4gPj4+EKdJxERFR9M+oiI6JVRsWJFAMCJEycyDL9x4wbmzJmTqfzFixeh1WozDU9ruTM3N880btasWRku44yKisI333wDSZIwYsSIHGMcMWIErK2t8eOPP+Ly5cuZxgcEBMjvJ0yYAAB4++23ERYWlqns8+fPcfPmzRzn+bLExEScOnUq0/DY2FjExMRArVZDoeApABFRacHLO4mI6JXRtGlTNG3aFBs2bMCzZ8/QvHlzPH78GP/++y+6d++OjRs3Zii/atUq/P7773jttddQuXJl2Nraws/PD7t27YKjoyNGjRqVaR7VqlVDnTp1MvTT9/TpU3z88cc5dtcAAC4uLvjrr78waNAgNG3aFG+++SaqV6+O0NBQnD17Fp6enti6dSsAoEuXLvjyyy8xa9YsVKlSBV26dEHFihURFhaGe/fu4fjx4/jmm29Qs2ZNo9ZTfHw8WrVqhWrVqsHb2xsVKlRATEwMduzYgefPn2Py5MnQaDRG1UlERK8uJn1ERPTKUCqV2LFjBz7//HPs2bMH58+fR9WqVfHDDz+ga9eumZK+wYMHIyEhASdPnsS5c+eQmJiIcuXKYezYsfj0008z3bsHABs2bMBXX32FdevWISgoCF5eXli0aBHGjx+f6zh79+6Ns2fPYs6cOTh69Cj+/fdflClTBg0aNMC7776boezXX3+N1157DYsWLcLBgwcRGRkJJycneHl5YcaMGRg6dKjR68nKygrz5s3DwYMHcfz4cQQHB8PBwQHVq1fHnDlzMGjQIKPrJCKiV5ck0j/nmoiIqBi5desWatasiTFjxuD3338v1Hm1a9cOR48eBQ+LRERU0vCCfiIiKrbu3bsHIGOH5kRERGQcXt5JRETFzp07d7Bs2TKsXbsWCoUCPXv2NHVIREREryy29BERUbHj5+eHhQsXwsHBAZs2bUK9evVMHRIREdEri/f0ERERERERlWBs6SMiIiIiIirBeE9fMafX6xEYGAgbGxtIkmTqcIiIiIiIXllCCERHR8Pd3R0KRelp/2LSV8wFBgaifPnypg6DiIiIiKjEePLkSal6MjSTvmLOxsYGQOoX09bW1sTREBERERG9urRaLcqXLy+fY5cWTPqKubRLOm1tbZn0EREREREVgNJ221TpuZCViIiIiIioFGLSR0REREREVIIx6SMiIiIiIirBmPQRERERERGVYEz6iIiIiIiISjA+vZOIiIiISjWdTofk5GRTh0H5oFaroVQqTR1GscWkj4iIiIhKJSEEnj9/jsjISFOHQgXA3t4eZcuWLXXdMeQGkz4iIiIiKpXSEj4XFxdYWloyWXhFCSEQFxeH4OBgAICbm5uJIyp+mPQRERERUamj0+nkhM/JycnU4VA+WVhYAACCg4Ph4uLCSz1fwge5EBEREVGpk3YPn6WlpYkjoYKS9lny/szMmPQRERERUanFSzpLDn6W2ePlnUREREQm9M+df4pkPv2r9S+S+RBR8cOWPiIiIiIiohKMSR8RERERERVrM2bM4OWb+cCkj4iIiIiI8m3t2rX46aefTB0GZYH39BEREREVohvHAwyOjw/S5Kt+i3qJ+ZqeslZU91oa8qrdh7l27Vpcv34dEydONHUo9BK29BERERERUZFKSEiAXq83dRilBpM+IiIiIqISKCAgAO+88w7c3d2h0Wjg5eWFsWPHIikpCQDw4MED9O/fH46OjrC0tETz5s2xc+fODHUcOXIEkiRhw4YNmD17NsqVKwdzc3N06NAB9+7dk8u1a9cOO3fuxKNHjyBJEiRJgqenZ4Y6/v77b0ybNg0eHh6wtLSEVqsFAPzzzz/w9vaGhYUFypQpg2HDhiEgwHALORmHl3cSEREREZUwgYGBaNq0KSIjIzFmzBjUqFEDAQEB2LhxI+Li4hAREYGWLVsiLi4OEyZMgJOTE1auXIk333wTGzduRO/evTPUN3fuXCgUCkyePBlRUVH47rvvMHToUJw9exYA8MUXXyAqKgpPnz7FggULAADW1tYZ6pg1axbMzMwwefJkJCYmwszMDCtWrMCoUaPQpEkTzJkzB0FBQVi4cCFOnjwJX19f2NvbF8n6KumY9BERERERlTBTpkzB8+fPcfbsWTRu3Fge/vXXX0MIgY8//hhBQUE4fvw4WrduDQB49913Ua9ePXz88cfo2bMnFIr/LgpMSEjA5cuXYWZmBgBwcHDARx99hOvXr6NOnTp4/fXX4eHhgYiICAwbNizLmBISEnDhwgVYWFgAAJKTk/HZZ5+hTp06OHbsGMzNzQEArVu3xhtvvIEFCxZg5syZhbJ+Shte3klEREREVILo9Xps3boVPXr0yJDwpZEkCbt27ULTpk3lhA9IbZkbM2YMHj58CD8/vwzTjBo1Sk74AKBNmzYAUi8Rza0RI0bICR8AXLhwAcHBwfjggw/khA8Aunfvjho1amS61JTyjkkfEREREVEJEhISAq1Wizp16mRb5tGjR6hevXqm4TVr1pTHp1ehQoUMfzs4OAAAIiIich2Xl5dXphgAZBlHjRo1MsVAecekj4iIiIiIDFIqlVkOF0Lkuo70rXxUtJj0ERERERGVIM7OzrC1tcX169ezLVOxYkXcvn070/Bbt27J440lSZJR5dPmkVUct2/fzlMMlDUmfUREREREJYhCoUCvXr2wfft2XLhwIdN4IQS6deuGc+fO4fTp0/Lw2NhYLF26FJ6enqhVq5bR87WyskJUVFSuyzdu3BguLi747bffkJiYKA/fvXs3bt68ie7duxsdA2WNT+8kIiIiIiphvv32W+zbtw9t27bFmDFjULNmTTx79gz//PMPTpw4gc8//xzr1q1D165dMWHCBDg6OmLlypXw9/fHpk2bMjy5M7e8vb2xfv16fPzxx2jSpAmsra3Ro0ePbMur1WrMmzcPo0aNQtu2bTF48GC5ywZPT09MmjQpP6uA0mHSV4Tmzp2LKVOm4KOPPsJPP/1k6nCIiIiIKBv9q/U3dQj54uHhgbNnz+LLL7/EmjVroNVq4eHhga5du8LS0hL29vY4deoUPvvsM/z8889ISEhAvXr1sH379jy3sH3wwQe4fPkyli9fjgULFqBixYoGkz4AGDlyJCwtLTF37lx89tlnsLKyQu/evTFv3jz20VeAJGHM3ZeUZ+fPn8eAAQNga2sLHx+fXCd9Wq0WdnZ2iIqKgq2tbeEGSURERAXuxvEAg+MvBl3MV/0W9RJzLoRXP4kpaAkJCfD394eXl1eG7gLo1ZWbz7S0nlvznr4iEBMTg6FDh+KPP/6QH2+bncTERGi12gwvIiIiIiKivGLSVwTGjRuH7t27o2PHjjmWnTNnDuzs7ORX+fLliyBCIiIiIiIqqZj0FbK///4bly5dwpw5c3JVfsqUKYiKipJfT548KeQIiYiIiIioJOODXArRkydP8NFHH2H//v25vlZco9FAo9EUcmRERERERFRaMOkrRBcvXkRwcDAaNWokD9PpdDh27BgWL16MxMREKJVKE0ZIREREREQlHZO+QtShQwdcu3Ytw7BRo0ahRo0a+Oyzz5jwERERERFRoWPSV4hsbGxQp06dDMOsrKzg5OSUaTgREREREVFh4INciIiIiIiISjC29BWxI0eOmDoEIiIiIiIqRdjSR0REREREVIIx6SMiIiIiIirBmPQRERERERGVYEz6iIiIiIiowEiShBkzZpg6DEqHD3IhIiIiInpJxPoNpg4BDgMHmDoEnDp1Cvv27cPEiRNhb29v6nAoj9jSR0REREREWTp16hRmzpyJyMhIU4dC+cCkj4iIiIiIqARj0kdEREREVAIFBATgnXfegbu7OzQaDby8vDB27FjcuXMHkiRhwYIFmaY5deoUJEnCunXrMGPGDHz66acAAC8vL0iSBEmS8PDhQwBAYmIiJk2aBGdnZ9jY2ODNN9/E06dPi3IRKZd4Tx8RERERUQkTGBiIpk2bIjIyEmPGjEGNGjUQEBCAjRs3Ys6cOWjVqhXWrFmDSZMmZZhuzZo1sLGxQc+ePXHv3j3cuXMH69atw4IFC1CmTBkAgLOzMwBg9OjRWL16NYYMGYKWLVvi0KFD6N69e5EvK+WMSR8RERERUQkzZcoUPH/+HGfPnkXjxo3l4V9//TWEEBg+fDjee+893Lp1CzVq1AAAJCcnY8OGDejTpw8sLS1Rr149NGrUCOvWrUOvXr3g6ekp13PlyhWsXr0aH3zwAX755RcAwLhx4zB06FBcvXq1SJeVcsbLO4mIiIiIShC9Xo+tW7eiR48eGRK+NJIkYcCAATA3N8eaNWvk4Xv37kVoaCiGDRuW4zx27doFAJgwYUKG4RMnTsxf8FQomPQREREREZUgISEh0Gq1qFOnTrZl7O3t0aNHD6xdu1YetmbNGnh4eKB9+/Y5zuPRo0dQKBSoXLlyhuHVq1fPe+BUaJj0ERERERGVQsOHD8eDBw9w6tQpREdH499//8XgwYOhUDBFKGn4iRIRERERlSDOzs6wtbXF9evXDZbr0qULnJ2dsWbNGmzZsgVxcXF46623MpSRJCnLaStWrAi9Xo/79+9nGH779u38BU+FgkkfEREREVEJolAo0KtXL2zfvh0XLlzINF4IAQBQqVQYPHgwNmzYgBUrVqBu3bqoV69ehrJWVlYAkKlz9q5duwIAFi1alGH4Tz/9VEBLQQWJT+8kIiIiIiphvv32W+zbtw9t27bFmDFjULNmTTx79gz//PMPTpw4AXt7ewCpl3guWrQIhw8fxrx58zLV4+3tDQD44osvMGjQIKjVavTo0QMNGjTA4MGDsWTJEkRFRaFly5Y4ePAg7t27V5SLSbnEpI+IiIiI6CUOAweYOoR88fDwwNmzZ/Hll19izZo10Gq18PDwQNeuXWFpaSmX8/b2Ru3atXHz5k0MHTo0Uz1NmjTBrFmz8Ntvv2HPnj3Q6/Xw9/eHlZUVli1bJl8eunXrVrRv3x47d+5E+fLli3JRKRckkda+S8WSVquFnZ0doqKiYGtra+pwiIiIyEg3jgcYHH8x6GK+6reol5ircv2r9c/XfEqahIQE+Pv7w8vLC+bm5qYOx6QaNmwIR0dHHDx40NSh5EtuPtPSem7Ne/qIiIiIiEqpCxcu4PLlyxg+fLipQ6FCxMs7iYiIiIhKmevXr+PixYv48ccf4ebmhoEDB5o6JCpEbOkjIiIiIiplNm7ciFGjRiE5ORnr1q0r9Ze4lnRM+oiIiIiISpkZM2ZAr9fj5s2baNu2ranDoULGpI+IiIiIiKgEY9JHRERERERUgjHpIyIiIiIiKsGY9BEREREREZVg7LLBgIcPH2L//v0wNzdH7969YW1tbeqQiIiIiIiIjMKWPgDffvstvLy8EBERIQ87cuQI6tSpg/fffx8jR45Eo0aNEB4ebsIoiYiIiIiIjMekD8DWrVvh6ekJBwcHedhnn30GvV6PmTNnYuzYsbh37x5++ukn0wVJRERERESUB0z6kHoZZ61ateS/AwMDcf78eYwbNw7Tpk3D4sWL0aFDB2zZssWEURIRERER5c6KFSsgSRIePnxo6lCoGOA9fQC0Wi3s7e3lv48dOwZJktCjRw95WKNGjfDbb7+ZIDoiIiIiKmo3jgeYOgTUbuNh6hCohGBLHwBXV1c8evRI/nv//v3QaDRo1qyZPCwhIQGSJJkiPCIiIiIio7z11luIj49HxYoVTR0KFQNs6QPQpEkTbNu2DTt27IC5uTnWr18PHx8faDQauYy/vz/c3d1NGCURERERUe4olUoolUpTh0HFBFv6AEydOhUpKSno2bMnOnfujISEBEydOlUen5iYiGPHjmVo+SMiIiIiKq5evqdv27Zt6N69O9zd3aHRaFC5cmXMmjULOp0uw3R3795F3759UbZsWZibm6NcuXIYNGgQoqKi5DKSJGH8+PFYs2YNqlevDnNzc3h7e+PYsWNFuYhkBLb0IfV+vTNnzmDVqlUAgAEDBqBp06byeF9fX/j4+GDIkCGmCpGIiIiIKM9WrFgBa2trfPzxx7C2tsahQ4cwffp0aLVafP/99wCApKQkdO7cGYmJifjwww9RtmxZBAQEYMeOHYiMjISdnZ1c39GjR7F+/XpMmDABGo0GS5YsQZcuXXDu3DnUqVPHVItJ2WDS90L9+vVRv379LMc1b96cT+4kIiIiolfW2rVrYWFhIf/9/vvv4/3338eSJUvwzTffQKPRwM/PD/7+/vjnn3/Qr18/uez06dMz1Xf9+nVcuHAB3t7eAIBBgwahevXqmD59OjZv3lz4C0RG4eWdREREREQlXPqELzo6GqGhoWjTpg3i4uJw69YtAJBb8vbu3Yu4uDiD9bVo0UJO+ACgQoUK6NmzJ/bu3ZvpklEyvVLZ0vfXX3/ledrhw4cXYCRERERERIXvxo0bmDZtGg4dOgStVpthXNr9el5eXvj4448xf/58rFmzBm3atMGbb76JYcOGZbi0EwCqVq2aaR7VqlVDXFwcQkJCULZs2cJbGDJaqUz6Ro4caXT3C0IISJLEpI+IiIiIXimRkZFo27YtbG1t8fXXX6Ny5cowNzfHpUuX8Nlnn0Gv18tlf/zxR4wcORLbtm3Dvn37MGHCBMyZMwdnzpxBuXLlTLgUlB+lMulbvny5qUMgIiIiIioSR44cQVhYGDZv3ozXXntNHu7v759l+bp166Ju3bqYNm0aTp06hVatWuG3337DN998I5e5e/dupunu3LkDS0tLODs7F/xCUL6UyqRvxIgRpg6BiIiIiKhIpPXXJ4SQhyUlJWHJkiUZymm1WlhaWkKl+i9FqFu3LhQKBRITEzOUPX36NC5duoRGjRoBAJ48eYJt27ahS5cu7B+wGCqVSR8RERERUWnRsmVLODg4YMSIEZgwYQIkScKqVasyJIEAcOjQIYwfPx79+/dHtWrVkJKSglWrVkGpVKJv374ZytapUwedO3fO0GUDAMycObPIlotyj0kfEREREdFLarfxMHUIBcbJyQk7duzAJ598gmnTpsHBwQHDhg1Dhw4d0LlzZ7lc/fr10blzZ2zfvh0BAQGwtLRE/fr1sXv3bjRv3jxDnW3btkWLFi0wc+ZMPH78GLVq1cKKFStQr169ol48yoVSmfRVqlQpT9NJkoT79+8XcDRERERERAUrrduEtEs1W7ZsidOnT2cql761z8vLC3/++Weu5zF06FAMHTo0n5FSUSiVSZ9erzf66Z0AMjWBExEREREVR8+ePYMkSXB0dDR1KFQMlMqk7+HDh6YOgYiIiIiowAUFBWHjxo347bff0KJFC1haWpo6JCoGFKYOgIiIiIiICsbNmzfx6aefokqVKlixYoWpw6FiolS29BkSExODO3fuIDY2Fm3atDF1OEREREREudauXTvExcUV6jx4y9Orhy19Lzx8+BA9e/aEg4MDmjRpAh8fH3ncyZMnUatWLRw5csR0ARIREREREeUBkz4Ajx8/RvPmzbFr1y707NkTLVq0yPALRrNmzRAaGop169aZMEoiIiIiKmhstSo5+Flmj0kfgK+++goRERE4evQoNm7ciNdffz3DeJVKhTZt2uDkyZMmipCIiIiIClJaVwYpKSkmjoQKStpnmfbZ0n+Y9AHYu3cvevfujZYtW2ZbpmLFiggICDCq3l9//RX16tWDra0tbG1t0aJFC+zevTu/4RIRERFRPimVSiiVSmi1WlOHQgVEq9XKnytlxDQYQHh4ODw9PQ2WEUIgMTHRqHrLlSuHuXPnomrVqhBCYOXKlejZsyd8fX1Ru3btfERMRERERPkhSRJcXFzw7NkzaDQaWFlZ5akfZzI9IQRiY2Oh1Wrh5ubGzzELTPoAuLq64u7duwbLXLt2DRUqVDCq3h49emT4e/bs2fj1119x5syZbJO+xMTEDMklf30iIiIiKhx2dnaIj49HaGgoQkJCTB0O5YMkSbC3t4ednZ2pQymWmPQBeP3117Fq1SpcvXoV9erVyzT++PHjOHToECZOnJjneeh0Ovzzzz+IjY1FixYtsi03Z84czJw5M8/zISIiIqLckSQJbm5ucHFxQXJysqnDoXxQq9W8rNMASfAxN3j48CEaNGgAAPj0009x69YtrF27Fjt27MCpU6cwf/58WFlZ4cqVK3BzczOq7mvXrqFFixZISEiAtbU11q5di27dumVbPquWvvLlyyMqKgq2trZ5Wj4iIiIynRvHDT8T4GLQxXzVb1Evd7ef9K/WP1/zISoJtFot7OzsSt25NVv6AHh6emLv3r0YNGgQvvzyS0iSBCEE3njjDQghUKFCBWzcuNHohA8AqlevjsuXLyMqKgobN27EiBEjcPToUdSqVSvL8hqNBhqNJr+LREREREREBIBJn6xZs2a4e/cutm/fjrNnzyI8PBy2trZo1qwZevbsCTMzszzVa2ZmhipVqgAAvL29cf78eSxcuBC///57QYZPRERERESUJSZ96ahUKvTu3Ru9e/cutHno9XqjnwJKRERERESUV0z6kPqQldjYWFhbW0OhyNx1Ydp4Kysro24QnTJlCrp27YoKFSogOjoaa9euxZEjR7B3796CDJ+IiIiIiChb7JwdwMyZM+Hi4oKwsLAsx4eHh8PV1RWzZ882qt7g4GAMHz4c1atXR4cOHXD+/Hns3bsXr7/+ekGETURERERElCO29AHYsWMHOnToAGdn5yzHOzs7o2PHjti2bRumT5+e63r//PPPggqRiIiIiIgoT9jSB+DBgweoUaOGwTLVq1eHv79/EUVERERERERUMJj0AUhOTs7yXr70JElCQkJCEUVERERERERUMJj0AahSpQoOHTpksMyhQ4fg5eVVRBEREREREREVDCZ9APr06YPLly9j+vTp0Ol0GcbpdDp8+eWXuHz5Mvr372+iCImIiIiIiPJGEkIIUwdhajExMWjSpAnu3LmDypUrw8fHBx4eHggICMDhw4dx//591KxZE2fOnIG1tXWRxqbVamFnZ4eoqCjY2toW6byJiIgo/24cDzA4/mLQxXzVb1Evd/3/9q/GH6+JSuu5NZ/eCcDa2hrHjh3D2LFjsWXLFty7d08ep1Ao0K9fPyxZsqTIEz4iIiIiIqL8YtL3grOzMzZu3IigoCBcuHABUVFRsLe3R+PGjeHi4mLq8IiIiIiIiPKESd9LXF1d0b17d1OHQUREREREVCD4IBciIiIiIqISjEkfERERERFRCcakj4iIiIiIqARj0kdERERERFSCMekjIiIiIiIqwUpl0vfxxx9j37598t+PHz+GVqs1YURERERERESFo1R22fDTTz/B3t4enTp1AgB4eXlhxowZ+PLLL00cGREREZU2ljce5Wt6+8CnuSoX4SsyDXMYOCBf8yaiV0OpbOmztrZGXFyc/LcQAkJk3hESERERERG96kplS1/VqlWxefNm9O7dG25ubgCAyMhIPH78OMdpK1SoUNjhERERERERFZhSmfRNnjwZw4YNQ8uWLeVhCxcuxMKFCw1OJ0kSUlJSCjs8IiIiIiKiAlMqk77BgwfDy8sLO3fuREBAAFasWIF69eqhQYMGpg6NiIiIiIioQJXKpA8AmjdvjubNmwMAVqxYgd69e2P69OkmjoqIiIiIiKhgldqkL73Dhw/D09PT1GEQEREREREVOCZ9ANq2bZvh79jYWGi1Wtja2sLKyspEUREREREREeVfqeyyIStJSUmYPXs2qlatCltbW5QrVw62traoWrUqvv32WyQlJZk6RCIiIiIiIqOxpQ9AfHw8OnTogLNnz0KpVKJq1apwc3PD8+fPcf/+fXz55ZfYsWMHDh48CAsLC1OHS0RERERElGts6QMwb948nDlzBgMGDMD9+/dx69YtHD58GDdv3sSDBw8wcOBAnDlzBt99952pQyUiIiIiIjIKkz4A69evR6NGjbBu3TqUL18+w7hy5cph7dq18Pb2xt9//22iCImIiIiIiPKGSR+Ahw8folOnTgbLdOzYEQ8fPiyagIiIiIiIiAoIkz4AlpaWCAkJMVgmJCQElpaWRRQRERERERFRwWDSh9SO2v/++2/cuHEjy/F+fn5Yv349WrRoUcSRERERERER5Q+f3glg6tSp2LdvH5o0aYJ33nkHbdu2haurK4KCgnDkyBEsX74cycnJmDJliqlDJSIiIiIiMgqTPgCtWrXC2rVr8e677+KXX37BkiVL5HFCCNjZ2WHlypVo1aqVCaMkIiIiIiIyHpO+F/r3748uXbpg27Zt8PX1hVarha2tLRo2bIiePXvCxsbG1CESEREREREZjUlfOjY2Nhg2bBiGDRtm6lCIiIiIiIgKBB/kQkREREREVIIx6SMiIiIiIirBmPQRERERERGVYEz6iIiIiIiISjAmfURERERERCUYkz4iIiIiIqISjEkfERERERFRCcZ++tJ5/vw5Ll68iMjISOh0uizLDB8+vIijIiIiIiIiyjsmfQASEhLw7rvv4u+//4Zer8+yjBACkiQx6SMiIiIiolcKkz4An3/+OdasWYNq1aph8ODBKFeuHFQqrhoiIiIiInr1MbMBsGHDBtSqVQsXL16ERqMxdThEREREREQFhg9yARAZGYkuXbow4SMiIiIiohKHSR+A6tWrIygoyNRhEBERERERFTgmfQA+/fRTbNu2Dffu3TN1KERERERERAWK9/QBKFeuHDp37oymTZti4sSJaNSoEWxtbbMs+9prrxVxdERERERERHnHpA9Au3btIEkShBCYMWMGJEnKtmx2/fcREREREREVR0z6AEyfPt1gokdERERERPSqYtIHYMaMGaYOgYiIiIiIqFDwQS6FaM6cOWjSpAlsbGzg4uKCXr164fbt26YOi4iIiIiIShG29KUTGxuLrVu34vLly9BqtbC1tUWDBg3Qq1cvWFlZGV3f0aNHMW7cODRp0gQpKSmYOnUqOnXqBD8/vzzVR0REREREZCwmfS9s2rQJY8aMQWRkJIQQ8nBJkmBvb48//vgDffr0MarOPXv2ZPh7xYoVcHFxwcWLF7N9CmhiYiISExPlv7VarVHzJCIiIiIiSo+XdwI4deoUBg0ahNjYWIwePRpr167F4cOHsW7dOrz77ruIi4vDoEGDcPr06XzNJyoqCgDg6OiYbZk5c+bAzs5OfpUvXz5f8yQiIiIiotJNEumbtUqpN954A0eOHMHJkydRv379TOOvXr2Kli1bwsfHB9u3b8/TPPR6Pd58801ERkbixIkT2ZbLqqWvfPnyiIqKyrbvQCIiIiq+bhwPMDj+5qHN+arf3uFprsp5u3pnGuYwcEC+5k30qtFqtbCzsyt159a8vBPA6dOnMXDgwCwTPgCoV68eBgwYgG3btuV5HuPGjcP169cNJnwAoNFooNFo8jwfIiIiIiKi9Jj0AYiLi4Orq6vBMq6uroiLi8tT/ePHj8eOHTtw7NgxlCtXLk91EBERERER5QXv6QPg6emJ/fv3Gyxz8OBBeHp6GlWvEALjx4/Hli1bcOjQIXh5eeUjSiIiIiIiIuMx6QMwYMAAXLx4ESNGjEBgYGCGcc+ePcPIkSNx8eJFDBw40Kh6x40bh9WrV2Pt2rWwsbHB8+fP8fz5c8THxxdk+ERERERERNnig1yQenmnj48Pzp8/DzMzM1SpUgWurq4ICgrCvXv3kJSUhKZNm+Lw4cOwsLDIdb2SJGU5fPny5Rg5cmSu6iitN5sSERGVFHyQC1HxUVrPrXlPHwBLS0scO3YM8+bNw19//QU/Pz/4+fkBACpVqoQRI0bgf//7n9EPWGE+TUREREREpsak7wWNRoPp06dj+vTpiI6Ohlarha2tLWxsbEwdGhERERERUZ4x6cuCjY0Nkz0iIiIiIioR+CAXIiIiIiKiEqxUtvRVqlQJkiThwIED8PLyQqVKlXI1nSRJuH//fiFHR0REREREVHBKZdKn1+szPFnz5b+zwwezEBERERHRq6ZUJn0PHz40+DcREREREVFJwXv6iIiIiIiISjAmfQDat2+Pv/76y2CZ1atXo3379kUUERERERERUcFg0gfgyJEjOV7i+ejRIxw9erRoAiIiIiIiIiogTPpyKTY2Fmq12tRhEBERERERGaVUPsgFAB4/fpzh78jIyEzDAECn0+HJkyfYtGkTPD09iyg6IiIiKioR6zcUav1xgZpCrZ+IKCelNunz9PSUu2mQJAkLFy7EwoULsy0vhMD3339fVOEREREREREViFKb9A0fPhySJEEIgb/++gv169dHgwYNMpVTKpVwdHRE+/bt0aVLl6IPlIiIiIiIKB9KbdK3YsUK+f3Ro0cxatQoTJgwwXQBERERERERFYJSm/Sl5+/vb+oQiIiIiIiICgWf3gnAz88PixYtQkhISJbjg4ODsWjRIty8ebOIIyMiIiIiIsofJn0A5s6di3nz5sHJySnL8U5OTvj+++/x3XffFXFkRERERERE+cOkD8Dx48fRoUMHKBRZrw6lUokOHTrg2LFjRRwZERERERFR/jDpA/D8+XOUL1/eYBkPDw88e/asiCIiIiIiIiIqGEz6AFhZWSE4ONhgmeDgYJibmxdRRERERERERAWDSR+ARo0aYevWrYiMjMxyfEREBLZs2YJGjRoVbWBERERERET5xKQPwLhx4xAWFgYfH59M9+0dPXoUPj4+iIiIwPjx400UIRERERERUd6wnz4APXv2xKRJk7BgwQL4+PhAo9GgbNmyeP78ORITEyGEwKeffopevXqZOlQiIiIiIiKjMOl74ccff4SPjw+WLFmC8+fP4+nTp7C3t0f79u0xbtw4dO3a1dQhFrp/7vxTZPPqX61/kc2LiIiIiKg0Y9KXzhtvvIE33njD1GEQEREREREVGN7TR0REREREVIKxpe8lOp0OoaGhSExMzHJ8hQoVijgiIiIiIiKivGPS98LFixcxdepUHDt2DElJSVmWkSQJKSkpRRwZERERERFR3jHpA3D58mW0adMGKpUKnTp1wvbt21G/fn2ULVsWly5dQkhICNq1a4eKFSuaOlQiIiIqjfR6qBLioUqIhSo+DpIQSHAog2RLa1NHRkSvACZ9AGbNmgUAOHv2LGrWrAmFQoHevXtj+vTpiI+PxyeffIKNGzdi2bJlJo6UiIiIShS9HqrYaKjj4+SEThUfB3VCLFTx//2tSoyHJESmyVPMNEhxsUGysz2Sy9ghydkOOjsrQJJMsDBEVFwx6QNw4sQJvPnmm6hZs6Y8TLzYsVpYWGDx4sU4deoUpk6dirVr15oqTCIiIiohFOHPobp9Eaq7vqgeH5OraYQkIcXcAinmVoDQQ6ONgCopEaqniTB/GiqX05upkFzGDsnOdkgqY4dkZ3uk2LNFkKg0Y9IHICoqCpUqVZL/VqvViIn5bwesUCjQrl07rFu3zhThERERUUmQEAf1vStQ3bkIZchTebCQFEixsECyuRVSLKyQYmGZ+jK3QrKF5X/DNBaA4r8Hr0s6HTRRYXBMvAt1SCTMQqKgDtNCkZQCTWAYNIFhclm9Sokwj6uwbNwY5rVrQ1Iqi3TRici0mPQBcHFxQUREhPx32bJlcffu3QxlEhISEBcXV9ShERER0StM6HRQPr6V2qr30A+SXpc6XKGArkINJFdvjAf2FoDC+CRMKJVIcHRBnEMSgBfPHdDpoYqMgVlIJNQhUamv0CgoUnRIfvQIUY8eIfrAAVg1bw4Lb+8CXFIiKs6Y9AGoVasWbt++Lf/dqlUrbN26FadPn0aLFi1w8+ZNbNiwATVq1DBhlERERPSqSAkJQbyvL+KvXoVFdLQ8XOfkhpTq3kiu0gCweHHJpfZxwc1YqUCKky1SnGyBtNMWvYAqKgaVgyTEnT0LfVQUovfuRczRo9CFBMNh2FtQu7oUXAxEVOww6QPQvXt3TJo0Cc+ePYObmxs+++wzbNmyBa1bt4ajoyMiIiKg1+sxdepUU4dKRERExZQ+Ph4J168j3tcXyQEB8nBhboXkKg2QUt0b+jLuRR+YQkKKgw2sa3jDqmVLxF+5gthTp6ALC0PYH/+HsBUrYdejB5zeHgVNlSpFHx8RFTpJiCweBVXKJCcnIzw8HA4ODjAzMwMAnDp1CrNnz8aDBw9QsWJFfPjhh+jevXuRx6bVamFnZ4eoqCjY2toW6rz+ufNPodafXv9q/YtsXkRERIZErN+Qr+mFToe4s2cRc+QIRGJi6kCFApqqVWHRsCGeWtcBlNn/zv4ony199g5Pcy4EwNv1v8s5hV6PxDt3kHj7NuIvXZKHW7dtC8d33oZlkyaQ+ARQKoGK8ty6OGFLH1If3OLq6pphWMuWLbFz504TRURERESvgsT796HdtQu60NSnZ6qcnWHRqBHM69WD0vrF5ZuBxe90S1IoYF6jBty+mo44X1+EL1uG6AMHEXP0KGKOHoV53bpweudt2HTsCElV/OInIuNwKwZQqVIldO3aFb/88oupQyEiIqJXQEpEBKL37kXizZsAAIWVFaw7dIBFw4aQ0j1h81Vg2bAhLH/+GYn+/ghfuRJRW7Yi4do1BEycBHX58nD536ewff11U4dJRPnApA9AaGhoqWreJSIiorwRSUmIOXECsSdPAikpgEIByyZNYO3jA4WFhanDyxeNlxfcZsyA84cfImLNWkSsXYvkJ08Q8OEEaDt1Qtkvp0Hl7GzqMIkoD16tn6IKSb169XDnzh1Th0FERETFlBACCTduIGTxYsQePQqkpMDMywtO778P227dXvmELz2VkxOcJ3yIKocPwem99wClEtH79uF+9zcQuWkT+DgIolcPkz4An332GbZv347Dhw+bOhQiIiIqZpKDgxGxciUiN2yAPioKCjs72A8YAIcRI6B+6ZkAJYnCwgIukybCa9NGmNeuDb1Wi2dfTMPjt99G0pMnpg6PiIzAyzsBREREoFOnTujUqRN69eqFJk2awNXVNcunVg0fPtwEERIREVFR08fHI+bIEcSdOwfo9YBKBatWrWDdujWkF0/7Lg3Ma9SA5/q/Eb7yL4T8/DPiTp/Bgx5vwnnCBDgOf4sPeiF6BbDLBgAKhQKSJGW6XCF90ieEgCRJ0Ol0RRobu2wgIiIqXC932SCEQLyvL2IOHIA+NhYAoKlRAzZdukDl4GB0/fcCNQbHm6LLhjQOAwcYNa+kx4/x7MvpiDt7FgBgXqcO3GZ/A/Pq1Y2qh8hU2GVDKbZ8+XJTh0BEREa4cTwg50L5VLuNR6HPg4ofXXQ0orZtQ9LduwAAZZkysO3alZ2Wv2BWoQIqrFiOqE2bEDTvOyRcvw7/vv3gNPodlBk7FgqN4QSXiEyj1CZ9Wq0W5ubmMDMzw4gRI0wdDhEREZlYwq1biNq2DSIuDlCpYOPjA8vmzXn54kskSYJ9v36weu01BM36BtH79yPst98RvW8/3GZ9DUvvzC2KRGRapfZBLg4ODpg3b16GYefOncOiRYtMFBERERGZgj4xEVHbtiFy3TqIuDioypaF03vvwap1ayZ8BqhdXFDu50XwWLgQSucySHrwAI+GDsPzr7+GLibW1OERUTqlNukTQmS6h2/37t2YNGmSiSIiIiKiohZ/+TLCfvsN8ZcuAZIEq1at4PTuu1C7uJg6tFeGbedOqLxjB+z69QUARKxdh4d9+yLhRcf1RGR6pTbpIyIiotJLpKQgZPEveDh0GHTh4VDY2cFhxAjYdOrE1r08UNrZwf2bb1Bh+TKo3NyQ9OgRHg4chPC1a9mvH1ExwKSPiIiISpWkR4/wcOhQhC5eDOh0MK9bF2XGjoXGy8vUob3yrFq0QKUtm2Ht4wORlISgr2chYOIk6KKjTR0aUanGn7KIiIioVBBCIHLjRgTNmQsRFweFjQ3KfvWV3C1DfiQkSQiLViEhSQG9XoJepHbtpxcSQqNUEACESP1bCLx4pb6P07lBrY6HSp0AlSoBWXQT/EpR2tuj3JJfEL5yJYJ/nI/ovXuR4OcHj/nzYVG3jqnDIyqVmPQRERFRiZcSHo5nX05HzMGDAADLpk3hPncO1O7umfrpy4leD0TGKhEapUaoVoVQrRox8cp8ROeI+P9qh0qdKCeBanU8VKpESNKrdYmkJElwGjkSlo0aIWDSx0h+8gQPhwyB66eT4fDWWxn6Qiaiwleqk77Vq1fjzJkz8t/37t0DAHTr1i3L8pIkYefOnUbN49ixY/j+++9x8eJFPHv2DFu2bEGvXr3yHDMREREZJ+bYMQRO/QK60FBArYbLxIlwHDUSkiJ3d7nEJSoQplUhNCo1wQuPVkGnz5y02FqmwMpcD6VCQCEBihf/R8crIEmAJAEKSaS+B14MEwiLi0FKsjmSky0ghBIpyRZISbZIV3O6RFD1IhFUvxqJoEW9evDashnPvpiG6P37EfTtHMSePQf32d9AaW9v6vCISo1SnfTdu3dPTvTS27NnT5bl8/KrVGxsLOrXr4+3334bffr0MXp6IiIiyht9QgKCv/8BEWvWAAA0VavA/fvvYV6jhsHp4hMlPA7RICQytSUvLjFzK55apUcZ2xQ42aagjG0yytimwEyddRJ2L9Bwh+VJqiAAqZd86nRqpCRbIDnZXP5fCFWmRFCSdDC3iIKFZYTBuosDpa0tPBYtRMTatQieOw8xBw/iwU0/lJs/HxYNGpg6PKJSodQmff7+/kUyn65du6Jr1665Lp+YmIjExET5b61WWxhhERERlWgJt24hYPJkJN27DwBweOstuHzyMRTm5lmWT9EBT0I0eBikwfNwNQT++6FXgoCdtU5O7pxsU2BrqSvwe+8kCVCpkqFSJcPcIvX4LwSg16mRnEUiGB/niPg4R8TFOsHe4QlsbJ9DodAXbFAFRJIkOA4dCosGDVIv93z8GA+HvQWXSZOManUlorwptUlfxYoVTR1ClubMmYOZM2eaOgwiIqJXktDrEf7XXwj5cT5EcjKUzmXg/u0cWLdpnamsXi8QcCsC125a40mIGVJ0/yUeTrbJKFcmCWVsU+Bokwy1ic6YJAlQqpKhfCkRTE6yRFycIxITbJAQb4/n8fYIfl4DdvaBsHN4Ao2meHaOblG7Nrw2b8Lz6dOh3bUbwd9/j7hz5+A2dw5UDg6mDo+oxCq1SV9xNWXKFHz88cfy31qtFuXLlzdhRERERK+G5OBgPJsyFbEnTwIArNu3h9s3s6BydMxQLvRpDG6ffY67554jNioJQGrrn7W5Dp5lE+HpmgBby+LZYgakJoJmmjiYaeKg0ykBKBAVUQ7JyZaICK+IiPCKsLAMh73DE1jbBEGhKF73/imtreH+44+wbNYcQd9+i5ijR+Hfqzc85v8IS29vU4dHVCIx6StmNBoNNBrD1/4TERFRRtGHDuHZ1C+gi4yEZG4O188/g/3AgfL9+DERibhz/jnunH2OsID/WsE0liqUt4+GV9lElLFNKdLuEmKleIQowvFIEwi1UP330qtgJtRQCSUUOXSprFTqYO/wCI5O/oiLLYPI8PKIiXGWL/1UKhNhZx8AO4enRbRUuSNJEhwGDoBFg/oImDgJSf7+eDR8BFw+ngTHt9/m0z2JChiTPiIiInpl6ePjETRvHiL/Xg8A0NSsCY8fvoemcmXo9QL+V0Jw/ehTPLkVAbxo8FKoJHjWLYPqzcqiYm0naDdvLJTYUoQewSIKfqpYBCvDEaIIR4giAiHKcIQqIhCreNFRg132dSiFEmb6jAmhWqhgqTeHe6IzyiW6ohaSYS6pYWUdCivrUCQnmyMqwgORkeWgSzFHeFglhId5ISE8GfUrxcLRRlcoy5sX5tWrw2vjP3g2Yya027cj+PsfEHfxEtznfAulnYEVQ0RGYdJHREREr6T4GzcQOPlTJL14OJvjO2/D+aOPkKxT4PKBx7h25Cm0oQlyebcqdqjWtCyqeLvA3EpdYHEIIfBUhOOc/j78RQgCRQQCRSSCRCR0EIBt9tPa6q2h1imRIumQLKWkvhQp8nidpEO8Uod4JGaa9rblIwCAJABXvTUq6uxRMcUeFRX2KOsSDyfnB4iJdkZkRHnExZbBs3AzPAs3g1fZBNSvFAdLjd7oPgoLmsPAAVBYWcH9u3mw9PZG0OzZiDl0CP59+8Hjp59gUae2SeMjKimY9BWymJiYDN1C+Pv74/Lly3B0dESFChVMGBkREdGrSej1CF++HME/LQSSk6FycYH7vLlIrlQfJzb54+aZ50hJTG3N0lipULu1O2q19oCds0UONf/nYtBFg+MTkIJ7qjDcUoXgpjoE4Yr4LMuphAL2ybZwSLGBQ4pt6is59b19ig3MRObkU0BkSAKTFMkZEsJkKQVRqhgEmAXjqSYYkepoPFfG4LkyBmfNUi/jNBNKVNDZoYK5PTwd7eEe5wHr6NZ4GGQO/+fmeBysQa2KcahZPh6q/PQrX0AkSYLDoIEwr1sHAR9NRPLTp3g0eDBcp06B/aBBvNyTKJ+Y9BWyCxcuwMfHR/477SEtI0aMwIoVK0wUFRER0aspOSgIgZ99jrgzZwAA1h07IuWtyTh8PhKPVp6Ryzm6W6GeTzlUa1YWarP8ZzUCAs8U0bipCsEtdSj8leHQpescXSkkVNI5wjPFAWX0lnB68bIVGmgjjHsgmwRJvpwTAJDD1ZhKx/t4pIxMfaki8VgZhUQpBfdU4binCk8tZHUJZV2O4/WyrVH2QWtER1vgmr8V7geao0HlOFR0SSzS+xmzk/Z0z8CpUxFz4CCez/wacRcvwW3mDCisrEwdHtEri0lfIWvXrh2EKF5PzSIiInrVCCGg3bEDz7+ZDX1UFPRWdoh96wv4RjojYnlqX3yQAM86TqjXvjzK1XDId+tQHJJxRxWKW+oQ3FKFIEqR8RJLR70FaiY7o2aKM6qkOEFjotMqG6FBnRRX1ElxBRIBPQSCFDFyEvhIGYnnimg8RyRWWe4Aau/Aa+EdUPvR64hLtMApPxvcfmoO7yqxKGOXkvMMC5nS1hblfv4Z4ctXIPjHH6HdsQMJN2+i3MKfoKlSxdThEb2SmPQRERFRsZb09Cmez5iJ2BMnkKBxwPOmo/HUwRtJt/QA4qA2V6JmCzfU9SkHexfLfM0rTiTikM4PG61Ow18ZAZEub1QLBaqkOKFGSmqiV0ZvCQnFoHnsJQpIcNPbwE1vg+bJqa2MCUhBchkb7NFdxVn9PRxzOoiT9sfQ8Fl7NAp4HWFaNfZdskdFlwQ0qBwHK3PTdlkhSRKc3h6V+nTPSR8j6f59+PcfALeZM2D35psmjY3oVcSkj4iIiIolkZKC8JV/IfjnnxGp8cDTOu8ipEx9CEhAoh62zhao164carZ0g5lF3k9phBC4Lp5ip84Xh3V+iEeyfIbkqrNGzRRn1Egpg0opjlCjGNwAlwfmUKGVshbaKWshXMRgv+469khXcKHcXvi5nEbTx91RPaQpHgWb43GoGWqXT0DNCnEm65Q+jWWjRvDashmBkz9F7KlTCPzfZ4i7cBGuX0yFgl1cEeUakz4qNW4cDyjU+mu38SjU+omISpP4GzcQ8OUMPA6zwpPaHyHG5r+Hn5Wr4YB67cujYh0nKBR5b2kLjQ/F/x1YjUNx/+KZMkQe7qorgzpRlVA3tgrsdNby8NisKnkFOUrWGKhqjoGq5rirf47dyis4UGUbrpc9jpYPe8M9ugquP7LE9WcK1POKQW03mPR+P5WjI8r/sRShS35F6JIliNywAfHXr6HcTz/BjA/FI8oVJn1ERERUbOjj4vDkp99x/XggAtyGItkltb8DpVqB6s3Kop5POTh5WOdQS/ZS9Ck4GXASm+9uxrGnx5AiUgAlYCbUaJJUB20SvVE1pSIea58U1CIVa1UVZVFVURYfqDrijPoe9tjsh1/oMTR59CbsEsvg6m1znHv2DG1qJKCqlY3J4pSUSjh/OB4WDRsi8NNPkeh3E/59+sJt9mzYdu5ksriIXhVM+oiIiKhYeLjtOC6t98Vz69oQFesDAKxs1ajbvjxqt/aAuXXe+9Z7rH2MLfe24N97/yI4PlgeXkVTA63Cq6NpYl1YwDzfy/CqUklKtFZWR2tldUS6x+GA80XcfKpGhSetYK51w+kLSdhd8QJ6lHeAl9LZZHFat24Fry2bETDpY8T7+iLgo48QO2AAXD//DArL/N3PSVSSMekjIiIik9Hr9Lh73B+X/rmMcJ0DYFsHAOBcBmjYqzYqNXSGUqnIU906vQ6HnxzG2ltrcf75eXm4g8YBb1R+A72r9EbSdUvEPbtQIMtSUthLluhn5g1UAi653sf52zawiSqPMv4tsTn0AeKr7sdgm3qorHA1SXzqsmVR8a+VCFm4EGF/LkPkhg2IO38eHj/+APNatUwSE1Fxx6SPiIiIilycNgk3TwXi6p57iEtQAHCApE9BeesINHm3HcrWzHtCEZMUg813N2PtrbUIiEm9n1uChJYeLdGnSh/4lPeBWpnaangDhXu/96uukZULGjYETgYEwP++M9yiKyHFtxwWVNgFW4+jGK5ujRoK9yKPS1Kr4TJ5Mqxat0bg/z5Dkr8//AcOgsukSXAcOQKSIm8/FBCVVEz6iIiKGT50iEoqXYoeD6+F4tbp53h0PRRCDwAKqJO0qJh4E43Hd4VTi7zfn/Uk+gnW3lyLLfe2IDY59bErdho7DKg2AAOqD0BZq7IFsyCljCQBrctp0LBMDA7fMoM2whotH/XC8zB//K/yOlS3tsZwVRvUVRjXCX1BsGreHF7btuLZl18i5sBBBH/3HWJPnIDb3DlQu7gUeTxExRWTPiIiIio0QgiEPI7GrdPPcfd8EBJik+VxNtqHKB98CrX6NYfLO5MhqY2/Z08IgYtBF7H65mocfnIY+tRMEpXsKmFYrWF4o9IbsFBZFNjylGZW5np0r5+AB88ELtyzRNkYL/S7+ikulN+D8e5/oYGyAkYo26ChoiKkInzcp8rBAeV+/hmRG/5B0Jw5iD11Cv49e8Ft9mzYtPcpsjiIijMmfURERFTgYqMScedsEG6deYbwwP86OzBLjETZoHNwe34Gri3qwPXbaTDz9DS6/mRdMvY83INVfqtwM/ymPLyVeysMqzUMLd1bQiHxEr+CJklAZfdEuDkm4+xtazwLN0Pzxz1QOaw+DlVZi4mWq1BXKo/RqnZoqPQswrgkOAwcAMvG3giY/CkSb97E0w8+gMOQwXD53/+gMC+9D+khApj0ERERUQFJSdbh4dUw3Dr9DI9vhEGI1OEK6FAm5DLcAk/DMeIWbNq+hjLf/QKLOrWNnkdEQgT+ufMP/r71N0LiU/vW0yg1eKPSG3ir1luobF+5IBeJsmFprke7elr4P9fg4j0rOMdWwICrn+JSub246L4fH4lVaKmrivdVHeCpKLqnfWoqV4bn+r8RMn8BwlesQMTadYg9dw4eP/4I8+rViywOouKGSR8RERHlmS5Zj8D7kXhwKQR3LwQhMS5FHueo1sL55m64PD8PdUo8rFq1gvOHa2HRoIHR83kQ9QCr/Vbj3/v/IlGXCABwtnDGoBqD0L9afziYOxTUIlEuSRJQyS0RZR2Tcf62FQLCNPB+0g31wpvh38r/h1NWd3Em6R66KxtilOo1lJGKpp8/hZkZXD//LPUhL1M+R9K9+3jYrz9cPp0Mh7feKtJLT4mKCyZ9RERU4Ar7YTRkOkIIRAbF4fGNcDy5GY6AOxFISdLL461s1SiHh3A8shIW2tTvgWWzZnCe8CEsvb2NntfZ52fx142/cDzguDy8pmNNvFXrLXTx7CI/hZNMx1Kjx2t1o/EwKAkX71oBsU7od+1/eF7hDLa6bcB23SUc0F3DQGULDFK1gKVkViRxWbduhUrbtuHZ1C8Qc+QIgr6dg5jjJ+A+51uoypQpkhiIigsmfURERGRQQmwynt6KwBO/MDy+GY6Y8MQM4y1tzVCuijVcA89AvXUpkBAPALDw9obzhx/Cqnkzo+aXpEvCLv9dWOW3Cnci7gBI7XKhXfl2eKvWW2js2pitNcWMJAFeZRNR1iEJ5+5YIyBUA9dHLTAxvC6OVVmHi+bXsUJ3DP/qLuFtVVt0UzaAqgjuuVQ5OqLcr0sQsXYtgr/7HrHHj+PBGz3gOuVz2L75Jr9HVGow6SMiInoh7sJ/nXRHBJ4s0nk7DBxQpPMzRK/TI+hhNB77heGJXziCH2rl+/MAQKlSwK2KHcrXcoSrOhyKYzsQ9dtWiLg4AIB5/XpwnjABVi1bGnVSHZ4Qjg23N+DvW38jLCEMAGChskCvKr0wrOYwVLCtUKDLSQXPQiPwWp1o+Acl4eIdK8RHW6P5ldHo4HUfq13WIBDh+CFlJ/7RncVYVQe0+Ht9kSRekkoNx9GjEbVxI1KCghD42eeI2rYNZWfMgFkFfq+o5GPSR0REVIolxqcg4lkswgNfvJ7FIOhhNJLiUzKUc3CzQoWajihf2xEutsmI27sDkYu2QnvvvlzGvHZtOE/4EFavvWbUifyDyAdYdXMVtt/fLt+v52LpgiE1hqBftX6w09gVzMJSkZAkoFLZRLjaJ+PsLWs8jzCD9n4VvBM2BRFVT+Av1T48EqH4PHk9GioqYqyqY5F08K52cYHTe+8h9uRJxBw9ithTp/Ggx5soM34cnEaOzFOXIUSvCiZ9RERUIuj1AkIvoNcJ+b0kSZAUePG/BEnCf/+Xssu6MiV3z1P/j41MzLK8xlKF8jUdUb6WI8rXdISVJRB98CCiftqGhydPAvrU+/gkjQY2HTvCrndvWLXKfcueEAJnnp3BX35/4UTACXl4LadaGF5rODp5doJawZPwV5mVuR4+9bW4G2gO33tWCIk0g+pSO8yr0gDHyuzDJv05+OofYUzSn+ioqI13Ve3hprAv1JgkpRLWr70G89q1EXfuHOLOnEHIj/Oh3bETbrO+hkW9eoU6fyJTYdJHREQmo9PpkZKoQ7L80iM5MeXF/zp5XEqyLkMyl/Zer3vxt14AIuf5ZSABigyJoATorKCQAIVC4MEzc6iUAiqlgFIpoFJA/jvDS5FWBvJ7lVJAqRBQKQGlUkBRCPmlEALJCTokxCUjMTYFiXHJSHjxf2Lci7/jUhAdlmAwuQMAK3sNHN2t4FjWCo7uVnAqZw3nCjaQJCDe9zKifvodgbt3Qx8dLU9j0agR7Hr3gm2XLlDa5P6pjFGJUdh+fzs23NkA/yh/AKn36/mU98Hw2sPRyKVRqUvISzJJAqp5JMDNIQlnbtkgJEqNK7cdUTO0D/6s1gyrFAexT38NB/Q3cCzpFvopm2GYqhWspcLtV0/l5IQKy5chaus2BM+di8Tbt/Fw4CA4vDUMzhM+gtLaqlDnT1TUmPQREVGBE0IgKf5FQhKTjITY1IQkITYZSQkpSE7QITlJB32KsZla7kkKCUIYSAYFoNeJ//4AAPz3YIn4RGWBxaJQpEsOXySDkiQgAcCL/Eb96AKA1CQ0bVha8pM2LCVJj4TYtKQuBUJv3Pp7OblzdLeCQ1lLaCwztqglBwYifOlaRG3ZiqRHj+ThKnc32PfqBbuePWFWsSJuHA9A4GUtAK3B+Qoh8CDxDvZrd+JU7FEkidQEVCOZw8emE7rY9UJZtTtwB/C7E5hh2tptPIxaRiqebCz16NAwCreeWODqA0sEhpkh9HxFDKs2AP2dm2FJygH46h9ire4Uduku4x1VO3RXNizUh71IkgT73r1g3fY1BM2dC+2/2xHx1ypE7z+AstO/hI2PT6HNm6ioMekjIiKjCb1AdHgCtKHxiA5PQHR4Yur/YQny/7lOSCRArVFCbaZM/f/FS5X+vZkCCoUEhVJKbZ178b9CqYCUfviL9+kv3xRCQIjUmP/7X0DoX4xLNzzu+g3o9RL0AnCxT0GKTnrxAlL0EnTy3xJS9BJSUl78rwN0+tThOt1/w9KyN71eQpJeQlJK9qsBWsOJU3aUKgU0VipoLNUwT/vfMvV/jZUKVnaabJO7NPqEBMT7+iL2zFnEnTmD+KtXkfbkFsnSEradOsGuVy9YNm0CSZH7k/AEfQJOxRzGfu1O+Cfdk4eXV3viddvuaG3THpYKtqiUFgoJqFUhHu5OSTjtZ4OIGBVO+dmigks1zKvihovqO/g15QAeizD8mLILm3Tn8IHqdTRTVC7U1l+VoyM8vvsOdm/2xPMZM5D89Cmejv0ANl26wHXqFKhdXApt3kRFhUkfFQtJuiREJkYiMjESSbokpOhToBM66PQ6pIgU6PS6LP9OK6eUlDBXmUOj1MBcaQ6N6sX/So38PlYXAzOFGVRQ89IholxKjE9B5PM4RAbFIiIoDpFpr+B46JL1hieWAI2FCuZWqcmHuZU69b2lKkNip1IrCnWblKQXrWe5uMZSMv9vmco7J+VrvkIAOv1/yWCKToJOD/l9aiPki5gEYNW6FSAAkfqP/LRMIb8BVGaK1GTOUiWvS5WZ8S2SIikJ8deuIfbMGcSdOYv4y5chkpMzlLFs1gx2vXrBttPrUFgZl5g9SXqIA9pdOBZ9APEi9YmeakmNZlZt8LrtG6imqcn9cClmb6VDZ+9IXH9kiRuPLPA4WIPgSDWaVKuDFWUqY5vuElakHMVDEYr/Ja9DE0UlfKDqiMoK10KNy7p1K1Ta/i9Cf/kFYctXIHrPHsSePAmXyZNh37+fUT94EBU3TPqoUCTpkhCREIG4lDjEJcchLiUO8Snx8vs1fmsyDEvS5+/kyhgSJJhJZrBQWMJaYQMrpQ1sFLawVtjAWmmT7n9bWL8YZ/ViuEbS8ESFShy9XkAbGo+I53EZE7zgeMRrs982FSoJtk4WsHEyh41j2ksDGydzPLsXBTNLFRSFcTPbK0KSAJUy9T5AjTrnVk+HBs6FFotISUGCnx9iz55F3JmziLt0CSI+PkMZlasrrJo3g2Wz5rBq0RxqNzej5pEsknA29iT2a3fgdsINeXhZlTs62nbHazYdYavkUzgplUIB1POKQ7kyiTjtZ4OoOBWOX7dFeWcNulZthk6auliVcgIbdWdxXv8A7yT9ge7KBnhb1Q5OknXhxWVhAZfJk2HbvTuefTkdCdev4/lXXyFq2za4/u9TWDRoUGjzJipMTPoozxJSEhCeEI6IhAiEJ4TLr4iECMQkxxhdnwQJFioLqBVqKCRFppckSanvkXmcXuiRrE9Gij4FKfoU+X2yPlmOVby4Z0dAIFEkIlGXiEhdBJBsKKqM1JIZ7JUOsFM6vPjfHvZKR9gp7fHsURU4WTihjHkZOFk4wVJtafQ6ICpMQggkxCTD/0oIwtOe4vgsFhHP4wy22lnamcHB1RL26V4OZf+/vTePj6s4872/Z+29W6sly5YNNmCw8RJsbAzhshnMkgTm3psAEwhZSGbywnzCMBv5Y4bhzdwPZJIJWeBNMglLlgkOJCHcIWASFhswNmBj8AJWvK/at967z1LvH6fVUluSLcuSJUv19ee46tSp013n6eqj/p2n6qkgkQo/qjbwk+/OpvRoXYbkOAghsFtayf25geyOHWTe20z63Xdxk6X3Za2iguCypYSWXUToomUYM2ee8EMtIQS7cjt4K7mWN5OvkXC7AVBRWRJcztXRG5gXWIR6ChbhlpyeVEQcrl3SxdZ9QT46GOBgq4+mDoNFs02+WreCG7UL+LH9Kmvcj/hvZzMvO9u5Tb+Ez2jL8CmjF93Vf955nPHrVXT+8pe0fO/7ZN57j3233Ep4xVVM+du/xTd79qi9t0QyGkjRJzkmrnBpy7TRnGruJ+zS9rF/1AX0AGEjTEAPEDSCBPUgASNAUO+fDxpBfNroeNE+fc6nEULwwRv7yLt58iJHXuTJuGmSboKkEy+kCRJugpSTIOkmSLjx3ryTwMHGEnla7WZa7eb+b7Sm//VX+iupClRRHaz20kB1cb8nX+4vH/IPou1vHD55gxwDGTBhZHnmz88M67xMs++Ez1lcs7iYF0KQTVmkuvKku3OkuvOkunOku/N9ApeUohmqJ+aOEnZlU4KYgcn5p2LXkRP/HE6Es+oGj6Y5VNxMhtyu3Z7Aa2gg1/Bncg0NOF1d/eqq0SjBCy8ktGwZwYuW4Tv77GHdc4UQ/Lnzz7yw9wX+++AfSu6HFVoVV0Wv44rItVTolSdzaZIToKtz+pDq7XKG36dHor8OhqbBotlpZtbkeHtHmI6Ewbt/DrOv2cfSORr/b+h/s9U9yCPWH/lIHOEn9ms8Z2/iK8aVrFDPRx2lETiKplFxxx1EVq6k9ZFH6P7dsyRffoXkq68R+4ubqL777hP2iEskY8Xk/EsuGZAegdeYaqQx2UhjqpGmVFPRWzYQISNEhb+CCn8F5f7yYr7CX4FfH91wyyeCoigYiomhmYQ48WEhQghyIkvc6abb6aTL6SymXbaXz4dStGfaac+2k7EzZOwMh5KHOJQ8dMzX1hWdikAF1YGCEAz2isNKf6XnPQx43kOJpC9CgMgquCmVA+0dnrDrypOK5waNiqmoihe1cWqoJI1WBSb1UMzxjrBtrCNHyO3aRa6hgWxB3OX37y+ul1eCpmGeeQb+c+bgnzeX4LKL8J93Loo2/Iike7v3snrval7c92JxqQUAvxJgSegilocuZ1FwCZoyclFPJZOL8rDDNYu7+fMhP1v2hmjtNnjx3TLmzUwzd2Y9PzS/yKvudn5svUoz3fyb9XueUd7my/oVXKjOGrXpF0ZtLXX/9m9UfuELtDz8MMmXX6H7t78j/t/PU37bbVR95ctoZWWj8t4SyUghRd8kxXEd9nbv5cOOD/mw3du2tW0bUOAZqkFtqLboleor8nza6D4JHy8oioJfCeBXA0wxages09dLlrbStGXaaM+205pupTXTSlumjdZ0IS3sd2Q7sIVNS7qFlnTLcdsRUILEtDJiennJMNOefFSLEdFiRLUYASUo5x9OEPqKOzep4qRUL59SwfE+4z20lpyjqArBqEEo5iMY8xEqMwnFfPjDBvMvG5pXQHJq6fjVUzjd3TgdHdjt7TgdHTjt7dgdHZ7nznEGPE8NhdBratBrajBqa718VRWK0Tv0Lbt9O9nt2wc8v4fymz/Tr+xw8jCr965m9b7V7OjYUSw3VZPL6i9jXmYpHwteiE8dPw/5JKc3qgLn1mepr87zbkOYIx0mW/eF2N/iY9mcJCvKzudSdQ7POG/zS3sdDaKRv7d+xSJlJl8xruR8dfTub77Zs6l/5BHSmzfT+h/fIb1xIx2PP07XM89QeeedVHzudtRAYNTeXyI5GaTomyQk8gk2t2xmY9NG3m99nx0dO8jYmX71egReXbiOqaGpTA1NpTJQKedjnCBBI8gMYwYzojOOWc9yLdoz7UVBWBSHmdai17DneM7JkRFpMnaaJvvIMV8XQEMnqkWJaFEiahkRLertq73CMKJFCathQmqEkBrGFa78rMcQYYHdqWE16bhpBTetelsfcdcPRaAGXSqrygjFzILIMwlETOm5G484NkqyC7W7ndTB5iELOwB0Hb2yEr22FqOmBr0g8LTwyAa1aEw28urBV3lx74t80PpB79srOsvrlnPdmddxRf0VhM3wqA85l0xeQn6XyxbEOdBismlnmHha50+byzirLsOi2Wlu0z/OJ7SP8Ut7Hb93NvK+2M//k3+Ci9Wz+bJ+xahG+gx+7GPM+MXPSb3+Oi3feZhcQwOtDz9M5y9/SdVdd1H2v/5nyUMXiWQ8IEXfBKU7182m5k1sbN7IxqaNNHQ24IrSIUABPcB5Fecxt3IucyvncjBxUAq8U0yPyK4NDew97EEIQcpKsf6N7XQ7XXQ7HXQV0066nS66nA4STpy4001OZHGw6XQ66HQ6htwe5ecKYTNM1IwSNaNEzEj/1BclbISL8zRDRqi49ZTpqry1DIZwwY2r2J0aTmGzO1WcDg03eYxhcQVxp4Zd1FBhC7uoAYGiwryauafuIiTHJpdBjXegxNtR4x198u0oqW6UwhIMiYHO1XX0igq0wqZXVhZTNRIZlZDxSZFls7uPrRv+DxsaN7Avvq94TEFhae1Srj3zWlbMWEGZv2zE318iGQxFgZk1eWorOtm8O8SeRj+7jgQ43Gay5JwU9dVwt3ENn9aX8TP7DV503uctdyfr8zu5Sj2fL+qXMV2tGKW2KYQvu4zQpZcSf/55Wr/3fazDh2n613+l44knqP7be4isXClH3EjGDfKX2QShI9vhibymjWxs3sjOzp3FaJU9zIjMYEntEhbXLOb8yvOZGZ2Jpvb+yBxu0ImRILNl9IaJbm8+NU+ih2I/4YKwAVtBOEqfPAhbgUKZcBQUVYAKKKCogCLI7TVQFJhbeSGKWliA2lSK65BpuopmqNhKnoRIkHC6PSHodpNwuokftZ9wukm5SVJuirzIIRAk8gkS+QSHGb7ddHRMfBiKD1MxC3kTAwNfuYqhGsVNV3UMzWBZ7TL8ut/btN7U1Ex8mg9TMzHV3rxP85X03xNhNPu6EOCmFNy4hpMwceKql4+r3talDe61w1snTvEVBF7I7U0L4k4yDhACJZ3whFx3Qcz1FXi5Ywe5ErqBG61ARCtxo1W4sUpErBI3VoUIRRnwg04VthNkoOAblnD4UBxmo7OHje5edojDOAho8I5risaC6gWsPGMl18y8hurg6C0lIZEMBZ8huOjcJGfW5Hi7IUwyo/HGtijTq3IsOSdFjS/GPxqf4BbtIh6z1/Ka+yEvu9t4Lf8hN2iLuEO/lGolOiptU1SV2Kc+ReTaa+n69dO0/fCH5Pfv5/A9f4t/3jwqvvgFotdcIz1/kjFHir7TlO5cN+80vcPbjW+zsWkju7t396tzZuxMltQs8bbaJUwJThmDlk5MhCuw8g75rIOVtclnHdJH/CVD8kSmkM/2ijnEyDzxe48Dx2shqgKaKlDVAKbqZ4o6hVq1UFY8JtBUbx0xVBtby5PXM+S0DO45NaTVJA2J7WTJkCNLVmTIiqwXAZUclsiRpxARlTwu3tA0u/APkYKj44m0Ddzil/e/fMJ20BXdE4OFzaf5MFUvb2hGMW+qhf1C/mDiIJqqoSkauqqjq3pvXtHRVK20rCev6Gi2iZYxUbMmatKHkjQRCb1X3CWOMRSzB02glTno5Q5ahYNW7nr5cscTd081efV6fui3HuvFPNIHj78OXA+dR9Yd8/hAc7smHa6LkupG7W4veun65hX72Gu9uIFwQdRVIKIVuNEK3GglIlqJCIQ9F8YpQgjBftHGu64n8t5395OhdP3FeqWCS865hovqLmJp7VIiZuSUtU8iGSo15RbXX9jJ9v1BPjwQ4FCbj8YOk3PrM8ydkWGGXsUD5v/is+7F/MRew9vuLv6v8x6rnS38T+1CPqtfTEwZneWUVNOk4vbbiP3FX9Dx5JN0PP442e3bOfJ3f09LbS3ln/1Lyj/9aRnwRTJmSNF3mmC7NptbNvPWkbd468hbbGvb1m+45lllZxUF3uKaxVQFqsaotac/juOSTVpkEhaZRJ5M0ktzaRsr62DlBpp3EzqxN9EEiiZAB0UTKIUU3fPoCAF6Z9rTTEJFoODY3pNCgVIUkD15L+3xECi4AlxHgWNMETomuwEinKXUouiFdhoCRRcoGl479UK7dQGawNUdHC2PreWx9Bx5LUtezZLT01hY2ORhaqa4hqLlWliOt6ZiTaiGjJ0ha2e9+Yt2hpzjradoORY5J0feyWMLu9hEW9jYtn3c5UMGRIDuGuiuiWkHCNhh/FaYgBUmYEUI2GECVoCAFcFvhQhYETQ7jBAa9nFe2sUl60uQCcTJBhLkAknywRRWKI0dSSPCFrqmeeK04PE0NRMjbWBkDUxfAkPomMLAcHVMoWO6JhrS1TeiOA60N0PLYWg9gtJyGP+fPyx47jpQ3MG/PEJREJHyopDrK+rcaDkYYxfkKq6kOKAd4YDeSEf+EFvcg7QdNZg0RpAl6pksUWexRDuTGiVG+UVS7EvGP7oGC2elmTElx7sNYdriBtv3B9l1xM/8M9KcVZflHHUq3zJv5QP3AP9pvcpWcZBVznr+r7OJW/TlfEZbRlAZne+oFg5RffddlP/lrXT+6ik6n3oKu6mJ1v/4Dm2P/n/EbrqRis99Dt+sWaPy/hLJYEjRd5qw8jcryRrZkrJZsVksr1vOhTUXckHNBZT7y8eodacntuUURJ1FJpknk7DIFtJc+ng/6z10n4bp0zD8GtmyLtRAYVhe0EUJFvJ+URRFvcJuaA/6y1dvLNk/3lpMQgBCwRUq4ujN7clrxTK3p8zVvHNcDSG0QrkGPYLSUsAC0T/2zwCEUAFfYStSGK6q+kSpYCwI3WlldWi6im56Q1R1Q/UCkSh4dyrdcxoK4eK4Lo5wvM11innXdbBtByvvYOddnLzAybs4FriWQFjetbh5geoM//aX1zJkjCQJs5OEr4Okr6OQevspswtXHWSx86EM0xtk2SdNaPhcA9M1MIXh5QtphV6OT5j4hQ+/MAkIPwHhGzC1BeiTJay+bUFbM7QehhZP2NHi5WlvQjkqcErfXiFUreClq/QEXcxL3VglIlwG2tj+CRUI2tRODmhNHNCPcEBr5IDeSKca761U6IYmOgvVGUWhN1upGbW1zSSSU0F52OHqC7o51Gby/u4QiYzGxp1hGg4FWDgrRX11noXqDB4x72CDu4uf2K+xSzTzuL2W39jvcJO2mC9mrhq15ZD0igqq776Lyq98mfgfXqDjZz8jt2MHXat+TdeqXxP6H5dS8bk7CF1ysZz3JzklSNF3mpCyU1SEK1g+dTkX113M8rrlxw3+IfFwXUE6nifVmSPZlSPZmSXVlSOfObYLTDNUAmGDQMQgEDbxRwz8IQPTr2H4dQyfVhId8cOaY6/HdypQFEARaDgM38XnkZo7EwpzDb0Nb/6h1WcOYqG8mO9Tn8LcRNyCjVwFXHDtgf+47TswyLjPYaMUtv7esaNLFEOgBArz54ICNdCbKkG3j5gvlOkghIIryrDcELY7tei9tF0bW/TJ9ynv8Wz29XJarkXeyfeWuRZWV4a8YmMpNpZq4SjeL3dHcUhrDmkt2++aYO8AZYOQAx86IfyEFLOQ+gjjI6T4qXp3PxEz0rsZkdJ9M0LICI2PoE9CQKILWhuhrQnamlDaC/nWRmhvQRGDCHBAGCZMqYPqaTCljlzGQvTMswvFYBQCp5woAkFKydCudnFYa+aA3ugJPK2RtDpQX4Aap5IZ9lQ+FprCeUod56v1+JTx/Sc/vXHjgOXHG4580u97ZHIsPTQRURSor84zrTLPrkY/2/YGSWQ03twepTJq8bHZKaaU2SzXzmaZehavuR/ymL2GQ6KDnztvsurpFVyrLeBm7SLq1dFdC7fsllvI79tHesMGcg0NpF5/g9Trb2CeNZuKz32O2Kc+heqXS59IRg9FCDH0iSCSU048HicWi/HQ2oc4o+aM8fEjaxQYqUAuIg9OUvPWMkt4a5qJlI5wB+7mhl8rCDuzmPojBoGwgeHTTujp24c1b43INfTlRD19I0l63swReR0veI03zFS44JttlYjFHoG4uOpCbMvBtlwcy8XOu/0/tz4fR+lH07ujagq6qaKbGoZPwzA1dJ+GYaqFVONPh19CMQQYAsU4pdOrhkRxTl8BB4e8apFTLPKqVZpXLHLFsjx51Sav5MmpFjk1T07Nk1Xz5BRv31KH5sU+bhtRCBthImaEsBnuJxAzTYKQGiaohgiqIUKFNKh5ZQEliKEYx/yObWreBEKgZTKY3V34OjvxdXaUbGZnJ5p17Pl1jmmSq6gkW1lJrqKqkHr7ViQKqsrimsXA4MJjNHFx6VaStGtdtKmdtKtdtKvddKhdtKtdtGld5JT8gOdqQmOaM4UZzlRm2nXMcKYy3a4lUPCzDxTIZTCGM5dzJJdsGMz2J3INw2HXIKJvf/x4c6dPP2YeZxmhYzHan8NIYNkKHx0M8NGBAE7hgeP0qhwLZ6WJhbwHoY5wecNt4Ff2W+wQ3vJHCnCpei5/qV/MXHXaYC8/YtgdHaQ3bCC7dStu2pueoJWVUXbzzZT/5a0YNaO33ISk97d1d3c30ejoBPgZj4zvx36SIrXh2gkr+IaLm1NwunuDZ7hJFZEbyEYCTVcJlfsIl/kIl/sIlfsIxUx0Y5IMcRtDFBUUs1e8GVMG9kDOPafuVDUJLTW452c8oqERcDUC+E/WgYuDi79iH1lsskrPZpFVbDKKTUax6JpVRdbOknWyxTmWPfs5O4ctbC/Sq5UgYSWGFVUSIGBp1KX8TEmZTElqVCZVKpKCWMIlGrc4O54mnMij28f+vIQCuWiMfHk5+fJKcuXl5MoryJVXkK2swg6fusApDg4ZJUdayZBWsn22DGnVy2cK+51qnHa1iw41jqMc/4ONuiFqnCpmOFOZYU9lplNHnVONLv+USyQAGLpgwZlpzq7LsHVfkN2Nfg61+TjcZjK7Lsv8M9IEfCqXa+dxmXouH4gDPGWvZ727k9fdHbye38FCZQa36su5SD171IZA6xUVRK+/numP/ICu3/6Wzl/8EuvwYdp//GPaf/pTQpdcTOwTnyB85VVo4ROMFyCRDIL8SyE5LRA2OAkVp1vzRF73YAIPlICLFnZRIw5q2MsrAYFQvHWxEuD9cB768nVDIiAfzJ0UY7lkyGRCQyUkTEKY/SOrFuicueSYr/Gp2Z8qLu2RzCdJ5OIk421kOlrJdbST72qnc18zSiqJlk6hpdMY6Ry+TB5/2iKUdqhIQjhrA0PzHsQD0BKDlnLFS8t607Yo2Lo3WVKjER0DQzHRMdBQUbMaKioqPWnhn9Jb/kbzS+iKhhvqxEXg4uIorpdSSBWnuN/3mKM4ZMmRVrODeuSOhypUyt0olW5Zcatyy6h0vHyFG8NEhnyXSIZCwCdYOifFnOlZPtgT5FCbj11HAuxt8nPejAzn1WcwdFikzGSROZO9bgurnA38ydnKB+IAH1gHOEOp4hZtOSu08zFHaWi0FolQ+fnPU3H77SReeYWOn/2czKZNxaGfit9P5MoriN5wA6FLL0U1zVFph2RyIId3jnN6XNBPbnqSYHh0wgyPB/oO7xQuuCm114vXreKmCgvWlSBQQy5arCDwIgWBN0aPMgILRn7oy0QY3onroto2im2jOA7Bc9IoloNiH7VZjlencCz83i4U1wVXeOuilaReuSKElxaOFct6bmtCgKC4GHbPPvTUo7fuiaJ4QWYEhWAzilL0JgnlqDKl8LbFfaW3jtqT793SmbJCudozUbMQrLXn3D75vu/fU09RjrrOvnYRhIIdvdcuem2hOC44DrmZNah5CyVvo+YKad5CyVuoOZtKNYLIZXGzOdxUCiceB3t4w0Zdw8Qui5GLRchGg6SjAZJRk3jEYK/RRUdYoSMsSOt5LGFhY2GJPFbfFItBFewY4RMmQddPUAQICj9B4SdQSHvyZW6kKO7K3CjqKERnHauhkSOJHN45ckz04Z2D0dKls3l3iPa49+DE1F1m12U5Z1qWkL93JEGriPMb+x2eczaRLixrUkWE/60v5VPaBYSVkZ1zN9CQ6tyevcT/8Afizz9Pfv/+YrkajRJdeQ3RGz5B8MIlKJocqTRcJuvwTin6xjmTQfQ5KYXU+oDnxev2FrEuBv/og+IrCLyogxZz0CJjJ/AG4rQXfUKg2haqlUez8uSnV6DlsmjZLFouV8h7qZrPo1pWof4xNttCHaYYkJx+KIaBVlaGGouSIwChCAQjEIogQpHe/UgMyqqgrBICoUGHXm5q3jSk9xVC4HhyEEvk+whDu9dPJ3r8dT3/HFzR68ebFpmGIxyyh/Z73j+hovd4BEWvj1ATWonPUCsc8wtfQdAFCAgfGuPjB5kUfcdHir6hcTqLPvCecR1sNflgjxfpE0BRBPVVeeZMz1AVs4u3oqTI8t/Oezxjv1Nc7iSAwWXqeVynLWShOnNEhn4eax6tEILstu2eAHzhBeyWluIxfcoUotdfT/QTn8A/b66M/nmCSNEnGZdMNNEnHLDbNKwjBlajjnVEx40P8ONIE56wi/aIPNcL9T+OGU+iT7FttFwGPZcdID0qb+UKIi3fz5c60ghFQRgaQj9qG6BM606BqiLUgges6PkCoapQKC893teTRq+Y6Ckr5kuPiWFcuNLHa+h5zfC8ZvTxIPZ4Gft4Gnu8k0CpZ7LPMSsX6OedUwppv/fp67Wkz+v0eBMLnkCh9HoGDTM3oI2EpiI0jeysWlyfgTB1XLOQ+gyEaeCaOsLnpa5p4PpNnEgAJxJAmL1RcUYqONOpYiwDuYwmp0owjaZAKivvjYzc8zmNJFL0DY3TXfT14Ao40mbScMhPc1fvcMmKiMWc6VlmTMmhFZzueWHzsrONVc569oneCNO1ShnXqgu4VltAnTr85bKGGjxJOA7pdzcS/8PzxF/6I268d1kWc+ZMojfcQPiKKzwBOA4iDo93pOiTjEtOd9HnppWCuDOwjuhYzTr0C9kvvLl3MRct5qDGHNSgGHcRFceC4PbeoR0IgWrlMDJp9HQSI5NCT6e8NOOlPYJOOwnvmlBUHMPEDgVx/H4cnw/X56U9+45pIgwDxzBxDaOQNxC64QkB3cA1TFxDL6QGrq6Dqg5ZHB8teIfKqRwCe7rS90f0QHRee+w5fUNBir7xgRR9x0eKvqExUURfXzqTGg2HAuxr9uEWRhj5TZezp2U4uy6LvxCETAjBNnGI1c4HvOp8SKrPXORFykyu0xZymXYeQeXE5twNJ2Kum8+TevNN4s8/T+LV1xDZ3mVbtLIyQhdfTOjjHyd0ySUYNVNO+PUnA5NV9I2jwXGS0x3hgN2qYTV6Xjy7Ucfp7u/FU3wuxlTb2+ps9FqbXMP4nJxcIrpGGTWfw0wlMFJxjFQCI90r5nrEneoMXcy5qorj8+P4Atg+P47Pj+0L9CtzTB+uYeLoJq5pIlTNm1c2UnP6JBJJCadSTHRro7t+aFdcPmSRnL6Uhx0uOjfJolkpdh3xs/Own0xeY+veENv3BzljSo450zOURxzmK/XMV+v5G30lb7g7eNHZwiZ3D++L/bxv7+e79osjPvxzIFTTJHLllUSuvBInmSL52qvEX3qJ9PoNOF1dxF94gfgLLwDgO/vsogAMLlks1wGc5EjRJxkWQoCbUD0vXqOO3VTw4jn9b3JapV0i8rQKZ1J68VQr74m5VAIz6Qk7MxXHSCYwUwk0a2hPUW3Thx0IYQVC2MEQViBcSEMlYs41zPG3AJ1EIpFIJOMMvyk4/4wM583IcLDVpOFggPaEwZ4mP3ua/EwpszhnWoa6yjx+zeBqbT5Xa/NpFt380dnKi84HHBIdrHa3sNrdMmLDP4+HFg4R++QniX3ykwjLIrNlC8k33yS17i2yW7eS27mT3M6ddDzxBIrPR3DJkoIIvBjf2WfLuYCTDCn6JEPCzYPdrBdEnoHdpBciapbS14un13qp6p8kI4iFQM+mMRPdmMnu3jTpCTs9nz3uS9i+APlQBCsUKQq5vqLODgQRugzbLpFIJBLJSKOpcEZNnjNq8rR16zQcCnCg1aSly6Cly0BTBXWVeeqr89RV5qnRY9yuf5zbtEuKwz9fcbbTJLp40nmdJ53XOUOp4iL1bC5Sz2K+Wo+hjE6QJ8UwCC5eTHDxYvja17A7O0mvX0/yzXWk1q3Dbm4mtc7LgxcMJrD4AgILFhJYMB//3LmogcCotE0yPpCiT9IPN6dgt2rYLZ73zm7RcDo0+kW7UAV6tYNRa6NPtTCm2mhl7sR2LgmBnk5iJuP4jhJ3RrL7uHPpbNOHFY4WhZ0VKuQLZVLQSSY7p3JIdV/SByfJwymJRDIkqmI2VbEEH8uq7DziZ1+zj1RW42Crj4OtPlRFUFtuUV+dY1pVnvnm0cM/P+A9dx/7RBv7nDZWOesJYrJEncVF6llcpJ3F6PkAQS8v9yJ8Xn89Qgjyu3aRXLeO1JvrSL/7LnZLC4kXV5N4cbV3gqbhm3MOgfkLCCxYQGDhAsxZs2RgmAmEDOQyzhntQC5uVsFu0QriTsdu1nG6Bn4KpUYcz4tXa6NPtTGm2CgjpFHGVdAH18WMx/F1tBPd2uCJuqLXrhvVcQY9VSgKVihCPhwjH4l5abhX2LnG+Jy7OBCjNadPBnIZ/4zlfM6xEn0nE+DiRJmIAUJOFfJzOjlkIJfhI4QX+MUTfSbxdK/fREEwpcyivjrP9Oo8QZ+39l9CZHjH3cMGZxfvuLvpJFXymudWnMul0y7l0umXMr9qPrp6anwxbjZL5v33ybz/AZmtW8ls+QCnta1fPTUUwj9/flEE+ufPx5hy+geHkYFcJBMaIcDtVrE7NOw2zRuq2aLjDhBoBTyBp09xMGps9CnepoUn0PMBITAScfxtbfja2/B3tONvb8PX3o6vox3NsgY/VVHJh48SdoXUCkUQcsFUiUQikUgmFIoCFRGHikiahbPSdKc0DraaHGz10ZnUae4yae4y2bgTqqIFAVilcmVgHldp83CF4M+ikQ3uLjY4u/hIHGZHxw52dOzgJ1t/QsSMcEndJVwy7RIWVS9iRnQGqjI6XjbV7yd00UWELroI8KKT2o2NZLZsJbNlC5ktH5Dd/iFuKkV6wwbSGzYUz9UqK/HNmoV51mx8s8/CN3sW5uzZ6NXVco7gOEeKvgnG0eLOade9fLs2wFIJHmrMwZhio9fYntCbYqMGT3+Bp9g2Zlcn/o52fB0d+PqmnR3HFHauqpIvr8DyBQuiroxcH2GHHO4gkUgkEsmkJRZyiIUynH9GhmRGLXoA2+JGcdu8O4TfdKmKWt5w0egMbovU8Xnf/6BLpNh2YRVvHH6DdYfXEc/HWb1vNav3ecMtI2aE8yvP5/wqb5tfNZ/qYPWoXIuiKBh1dRh1dUSvXQmAsG1yu3aR+aAgArdsJbdrF057O+n2dtLvvlvyGmo02k8M+mbPRp86VQ4RHSfI4Z3jnMGGdwobnISK0zl0cYcm0MsdtMq+HjxnXARaGdbwTiHQ0ynMrq6ioOsr8Mx4d2FB60FOV1VyZeVkKyvJVVaRLWy5ykryZeUITRuzoWYTmeOtEXeyyOGdJ89kHN4pOT2QwztPDjm8c/RJ51QOtZkcbDFp7TZwj4qHoCqCsrBNdcwuikHTtNnBYTY4u3jP3cdO0USe/jECqolyrjqV89RpnKfUca5aR0gZ/vSYE10n0E2lyO3ZS37PbnK7dpPbvZv87t3kDx4E1x3wHCUYxKyvL4pKY9q0QurtaxUVp9xDKId3SsY16XcD2PkQTreG063iJlTg+OJOL2xalY0WcxmlkQKjgmLbmPFuzK4ub+vuxHdUXj1O4BTHMMhVVBa2CrKFNFfRK+wkEolEIpFIRoKgz+WcaVnOmZbFdqAjoXuev24vzeZVOhIGHQmDBrxomQHToSoW4+PRs7kpahMM5jmsN/ORe4Qd4ggfuUfYJ1ppJU6rG+cNtwHwfgXWK5Wcp9QxQ61iulLBdKWCaUrFCS8UPxTUUIjA/PMJzD+/pNzN5cjv20d+d0EM7tlDfvcucvv2I9Jpcg0N5BoaBnxNxe/vFYR9hWFtDVplFXpVJWokIoeOjgBS9J0mpN4O4Jqli2oqhkArc9AqHPQqB73iNBF3rosWT6N3JjE6E+idSWIfZjCTCYxEHLO7G7OrEyOZPKanrod8JEKuvMLbegRepSfw7FBYrlU3zpCeOIlEIpFMBnQNppTZTCnzHlALAams2kcE6nQmdTJ5jYOtXpCYHky9ikjwXC4NOFwfcPAFcrQHmtnn28cO9QAfiSM0iS4OiHYOiHY4ytFWSdgTgaonAqcrFdQXBKF/pKLwFVB9Pvxz5uCfM6ekXFgW+YOHsA4dxDpyBOvwEazDh738kSPYra2IbJb8nj3k9+wZ9PUV00SrrESvqkKvrESrqkSv9PJ6dVXxmFZejhaNosgH+gMiRd9pgv/cHKGpClrMQYu5aDEHJSDGh54RAiVnoSfSaPEMWjKNlsigx9PoXUn0jgR6QdwZnUn0riSKM/AwgKNxdZ1cWTn5WBn5sjJyZWXkY+Xky7z9fDSG0GU3lkgkEolEMr5RFAgHXMKBHGfUeMNlbQfa4wVvYFynI6GTyWnkbZX2uEp7vEeghYAK4DwWmi4fLwjBlL+dVn8TLUYLh/VG9umHade6aFeStIskHzj9hylXE2G6WkHdG+9R5a+iKlBFZaCS6mB1cT/mi520d00xDHyzzsQ368wBj7v5PHZjY1EEWocPe8LwyBHslhbstjbcVApRqGc3Ng7pfdVIBC0aRY1F0aIxtGgULRZFjXr7KWNyLo8l5/SdAh599FG+9a1v0dTUxMKFC/nBD37A0qVLh3TuaC/ZAIDromYt1EwONZNHzeTQ0rnivpbx8loig5YoCLpEGi2Z8criaVR78GUMBsOOhbDKw9jlYXKUYUUiWOEI+VhB3JWVYQdDY+qpk/OLJBKJZPwg5/SdHHJO3+mB7UAio5FIa/3SrHX8oVyq6qIbNq6ZJWckSelxOo0OWo1WOo1OMkaCjJEgr2XJa1ksLQ9KqRzQUSknTKUSokIJexshIkqAED7Cio8QfkKKjzA+QoqfMD5M9BEdiiksCyeZxE2lcJPJ3i2V6lcuckPro0nHYemunXJOn2Rk+fWvf829997Lj370I5YtW8Z3v/tdVq5cSUNDA1NOYK2T4I6DhHwm2A6K46L0SdWchZK3USwLNWej5i0Uy0bJ2aiWjZL3yvse7yvw1Kw1pGGUx8PVNZxoECccwIkEsCNB7LIwdkUYuyyCXRHGKo9gV0SwYyFv3EOBcbVOn0QikUjGJRNRiEkkR6NrUB52KA/3f6CetxWSGZV4ulcMJjMa2bxK1lKxHQXXVcnnTMiZaESJUkcUOFaILkfNY2s5clqWrJbB0nJYWhZLy5HXcrSpWRq1HLZq4ahxHNXGUaxC6uCqNo5qg+Jgqio+VcOnqvhVDVPRMBUVU1ExVBVD0fEpXh0TDZ9i4EPHVHR86Pgw0NHQUdE1DS2mosc0dCrQqUJHQ1NUNFR0NHyFVLUFSjYH2Swim0VkMrjZLG4mU8yLTIZ8IgG7do7a5zdekZ6+UWbZsmVceOGFPPLIIwC4rkt9fT1/8zd/w3333devfi6XI9fnSUV3dzczZszg1VmzCKujO0ZZqApuwIfjN3EDJq7fhxswvDTowwn7ccJBnLAfOxLE7dmP+HFCAVy/MWyvXHbb+BR9gY/kDwyJRCKRTAzqo/XDPndWrfT0nQ44DmQtlVxe9YSgrRTzOUslm1fIWQpZS8VyFIQY+3lCLi4oLq7iIhSBi4NQBCAQikBQmi/u9z2ueKX0+V+BAWIeCnJWhv/4yT10dXURi8VO1WWOOdLTN4rk83k2bdrE17/+9WKZqqqsWLGC9evXD3jOgw8+yAMPPNCv/MpjTHCVSCQSiUQikUgkQyeRSEjRJxkZ2tracByHmpqakvKamhp27Ngx4Dlf//rXuffee4v7ruvS0dFBZWXluA9XG4/Hqa+v5+DBg5NqjPRII+148kgbnjzShiePtOHJI204Mkg7njzShifPeLGhEIJEIkFdXd2YtWEskKJvnOHz+fD5Soc6lpWVjU1jhkk0GpU3xBFA2vHkkTY8eaQNTx5pw5NH2nBkkHY8eaQNT57xYMPJ5OHrYTyv5nbaU1VVhaZpNDc3l5Q3NzdTW1s7Rq2SSCQSiUQikUgkkwkp+kYR0zRZvHgxr7zySrHMdV1eeeUVli9fPoYtk0gkEolEIpFIJJMFObxzlLn33nu54447WLJkCUuXLuW73/0uqVSKL3zhC2PdtBHH5/Nx//339xueKjkxpB1PHmnDk0fa8OSRNjx5pA1HBmnHk0fa8OSRNhxb5JINp4BHHnmkuDj7okWL+P73v8+yZcvGulkSiUQikUgkEolkEiBFn0QikUgkEolEIpFMYOScPolEIpFIJBKJRCKZwEjRJ5FIJBKJRCKRSCQTGCn6JBKJRCKRSCQSiWQCI0WfRCKRSCQSiUQikUxgpOiTDMrrr7/OJz/5Serq6lAUhd///vfHPWfNmjVccMEF+Hw+zjrrLJ588sl+dR599FHOOOMM/H4/y5Yt45133hn5xo8TTtSGv/vd77j66quprq4mGo2yfPlyXnrppZI6//qv/4qiKCXbueeeO4pXMbacqA3XrFnTzz6KotDU1FRST/bDwfn85z8/oA3nzZtXrDPZ+uGDDz7IhRdeSCQSYcqUKdx00000NDQc97xnnnmGc889F7/fz/z583nhhRdKjgsh+Jd/+RemTp1KIBBgxYoV7Ny5c7QuY0wZjg1/8pOfcOmll1JeXk55eTkrVqzo910dqL9ee+21o3kpY8ZwbPjkk0/2s4/f7y+pM5n6IQzPjpdffvmA98UbbrihWGcy9cUf/vCHLFiwgGg0Wvy98uKLLx7zHHk/HFuk6JMMSiqVYuHChTz66KNDqr93715uuOEGrrjiCt5//33uuece7rzzzhLR8utf/5p7772X+++/n/fee4+FCxeycuVKWlpaRusyxpQTteHrr7/O1VdfzQsvvMCmTZu44oor+OQnP8nmzZtL6s2bN4/Gxsbi9uabb45G88cFJ2rDHhoaGkpsNGXKlOIx2Q+Pzfe+970S2x08eJCKigo+/elPl9SbTP1w7dq13HXXXWzYsIE//elPWJbFNddcQyqVGvSct956i1tvvZUvfelLbN68mZtuuombbrqJbdu2Fev8+7//O9///vf50Y9+xNtvv00oFGLlypVks9lTcVmnlOHYcM2aNdx666289tprrF+/nvr6eq655hoOHz5cUu/aa68t6YtPPfXUaF/OmDAcGwJEo9ES++zfv7/k+GTqhzA8O/7ud78rseG2bdvQNK3ffXGy9MXp06fz0EMPsWnTJjZu3MiVV17JjTfeyPbt2wesL++H4wAhkQwBQDz77LPHrPOP//iPYt68eSVlN998s1i5cmVxf+nSpeKuu+4q7juOI+rq6sSDDz44ou0djwzFhgMxd+5c8cADDxT377//frFw4cKRa9hpxFBs+NprrwlAdHZ2DlpH9sNnT+icZ599ViiKIvbt21csm8z9UAghWlpaBCDWrl07aJ3PfOYz4oYbbigpW7Zsmfirv/orIYQQruuK2tpa8a1vfat4vKurS/h8PvHUU0+NTsPHEUOx4dHYti0ikYj42c9+Viy74447xI033jgKLRz/DMWGTzzxhIjFYoMen+z9UIjh9cWHH35YRCIRkUwmi2WTuS8KIUR5ebn46U9/OuAxeT8ce6SnTzJirF+/nhUrVpSUrVy5kvXr1wOQz+fZtGlTSR1VVVmxYkWxjqQU13VJJBJUVFSUlO/cuZO6ujpmzZrFZz/7WQ4cODBGLRy/LFq0iKlTp3L11Vezbt26YrnshyfOY489xooVK5g5c2ZJ+WTuh93d3QD9vpt9Od49ce/evTQ1NZXUicViLFu2bFL0xaHY8GjS6TSWZfU7Z82aNUyZMoU5c+bw1a9+lfb29hFt63hlqDZMJpPMnDmT+vr6ft6Yyd4PYXh98bHHHuOWW24hFAqVlE/Gvug4DqtWrSKVSrF8+fIB68j74dgjRZ9kxGhqaqKmpqakrKamhng8TiaToa2tDcdxBqxz9Hwrice3v/1tkskkn/nMZ4ply5Yt48knn2T16tX88Ic/ZO/evVx66aUkEokxbOn4YerUqfzoRz/it7/9Lb/97W+pr6/n8ssv57333gOQ/fAEOXLkCC+++CJ33nlnSflk7oeu63LPPfdwySWXcP755w9ab7B7Yk8/60knY18cqg2P5p/+6Z+oq6sr+WF47bXX8vOf/5xXXnmFb37zm6xdu5brrrsOx3FGo+njhqHacM6cOTz++OM899xz/PKXv8R1XS6++GIOHToETO5+CMPri++88w7btm3rd1+cbH1x69athMNhfD4ff/3Xf82zzz7L3LlzB6wr74djjz7WDZBIJAPzq1/9igceeIDnnnuuZD7addddV8wvWLCAZcuWMXPmTJ5++mm+9KUvjUVTxxVz5sxhzpw5xf2LL76Y3bt38/DDD/OLX/xiDFt2evKzn/2MsrIybrrpppLyydwP77rrLrZt2zah5zCONsOx4UMPPcSqVatYs2ZNSSCSW265pZifP38+CxYsYPbs2axZs4arrrpqRNs9nhiqDZcvX17ifbn44os577zz+PGPf8w3vvGN0W7muGc4ffGxxx5j/vz5LF26tKR8svXFOXPm8P7779Pd3c1vfvMb7rjjDtauXTuo8JOMLdLTJxkxamtraW5uLilrbm4mGo0SCASoqqpC07QB69TW1p7Kpo57Vq1axZ133snTTz/dbzjE0ZSVlXHOOeewa9euU9S604+lS5cW7SP74dARQvD4449z++23Y5rmMetOln5499138/zzz/Paa68xffr0Y9Yd7J7Y08960snWF0/Ehj18+9vf5qGHHuKPf/wjCxYsOGbdWbNmUVVVNaH74nBs2INhGHzsYx8r2mey9kMYnh1TqRSrVq0a0sOtid4XTdPkrLPOYvHixTz44IMsXLiQ733vewPWlffDsUeKPsmIsXz5cl555ZWSsj/96U/FJ4ymabJ48eKSOq7r8sorrww6Bnwy8tRTT/GFL3yBp556qiQU9GAkk0l2797N1KlTT0HrTk/ef//9on1kPxw6a9euZdeuXUP6cTPR+6EQgrvvvptnn32WV199lTPPPPO45xzvnnjmmWdSW1tbUicej/P2229PyL44HBuCF9HvG9/4BqtXr2bJkiXHrX/o0CHa29snZF8crg374jgOW7duLdpnsvVDODk7PvPMM+RyOW677bbj1p3IfXEgXNcll8sNeEzeD8cBYxpGRjKuSSQSYvPmzWLz5s0CEN/5znfE5s2bxf79+4UQQtx3333i9ttvL9bfs2ePCAaD4h/+4R/ERx99JB599FGhaZpYvXp1sc6qVauEz+cTTz75pPjwww/FV77yFVFWViaamppO+fWdCk7Uhv/1X/8ldF0Xjz76qGhsbCxuXV1dxTp/93d/J9asWSP27t0r1q1bJ1asWCGqqqpES0vLKb++U8GJ2vDhhx8Wv//978XOnTvF1q1bxde+9jWhqqp4+eWXi3VkPzy2DXu47bbbxLJlywZ8zcnWD7/61a+KWCwm1qxZU/LdTKfTxTq33367uO+++4r769atE7qui29/+9vio48+Evfff78wDENs3bq1WOehhx4SZWVl4rnnnhNbtmwRN954ozjzzDNFJpM5pdd3KhiODR966CFhmqb4zW9+U3JOIpEQQnh9++///u/F+vXrxd69e8XLL78sLrjgAnH22WeLbDZ7yq9xtBmODR944AHx0ksvid27d4tNmzaJW265Rfj9frF9+/ZincnUD4UYnh17+PjHPy5uvvnmfuWTrS/ed999Yu3atWLv3r1iy5Yt4r777hOKoog//vGPQgh5PxyPSNEnGZSe0PdHb3fccYcQwgtNfNlll/U7Z9GiRcI0TTFr1izxxBNP9HvdH/zgB2LGjBnCNE2xdOlSsWHDhtG/mDHiRG142WWXHbO+EN4yGFOnThWmaYpp06aJm2++WezatevUXtgp5ERt+M1vflPMnj1b+P1+UVFRIS6//HLx6quv9ntd2Q+P/V3u6uoSgUBA/Od//ueArznZ+uFA9gNK7nGXXXZZyXdVCCGefvppcc455wjTNMW8efPEH/7wh5LjruuKf/7nfxY1NTXC5/OJq666SjQ0NJyCKzr1DMeGM2fOHPCc+++/XwghRDqdFtdcc42orq4WhmGImTNnii9/+csT9gHOcGx4zz33FO91NTU14vrrrxfvvfdeyetOpn4oxPC/zzt27BBAUdj0ZbL1xS9+8Yti5syZwjRNUV1dLa666qoSu8j74fhDEUKIEXIaSiQSiUQikUgkEolknCHn9EkkEolEIpFIJBLJBEaKPolEIpFIJBKJRCKZwEjRJ5FIJBKJRCKRSCQTGCn6JBKJRCKRSCQSiWQCI0WfRCKRSCQSiUQikUxgpOiTSCQSiUQikUgkkgmMFH0SiUQikUgkEolEMoGRok8ikUgkEolEIpFIJjBS9EkkEolEIpFIJBLJBEaKPolEIpFIJBKJRCKZwEjRJ5FIJBKJRCKRSCQTmP8flNsw8EwQ79oAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, sharex=True, sharey=True, tight_layout=True, figsize=(8, 4))\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " distances = []\n", " for j, line in enumerate(LINES):\n", " distances.extend(\n", " elastic_dists_to_global_mean[treatment][line][\n", " ~gs.isnan(elastic_dists_to_global_mean[treatment][line])\n", " ]\n", " )\n", " color = \"C\" + str(2 + i)\n", " axs.hist(distances, bins=20, alpha=0.4, density=True, color=color, label=treatment)\n", " kde = stats.gaussian_kde(distances)\n", " axs.plot(elastic_xx, kde(elastic_xx), color=color)\n", " axs.set_xlim((elastic_min_dists, elastic_max_dists))\n", " axs.legend(fontsize=12)\n", "\n", " axs.set_title(f\"{treatment} cells\", fontsize=14)\n", " axs.set_ylabel(\"Fraction of cells\", fontsize=14)\n", "\n", "\n", "fig.suptitle(\n", " f\"Histograms of elastic (a={a}, b={b}) distances to global mean cell\", fontsize=20\n", ")\n", "plt.savefig(f\"dist_to_global_mean_per_treatment2_a{a}_b{b}.svg\")" ] }, { "cell_type": "code", "execution_count": 40, "id": "8a4681ae", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(3, sharex=True, sharey=True, tight_layout=True, figsize=(8, 8))\n", "\n", "axs[0].set_xlim((elastic_min_dists, elastic_max_dists))\n", "for i, treatment in enumerate(TREATMENTS):\n", " for j, line in enumerate(LINES):\n", " distances = elastic_dists_to_global_mean[treatment][line][\n", " ~gs.isnan(elastic_dists_to_global_mean[treatment][line])\n", " ]\n", " color = f\"C{j}\"\n", " axs[i].hist(\n", " distances, bins=20, alpha=0.4, density=True, color=color, label=line\n", " )\n", " kde = stats.gaussian_kde(distances)\n", " axs[i].plot(elastic_xx, kde(elastic_xx), color=color)\n", "\n", " axs[i].set_title(f\"{treatment} cells\", fontsize=14)\n", " axs[i].set_ylabel(\"Fraction of cells\", fontsize=14)\n", " axs[i].legend(fontsize=12)\n", "\n", "fig.suptitle(\n", " f\"Histograms of elastic (a={a}, b={b}) distances to global mean cell\", fontsize=20\n", ")\n", "plt.savefig(f\"dist_to_global_mean_per_class2_a{a}_b{b}.svg\")" ] }, { "cell_type": "code", "execution_count": 41, "id": "ed64446f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(\n", " nrows=len(TREATMENTS) * len(LINES),\n", " ncols=n_quantiles,\n", " figsize=(20, 2 * len(LINES) * len(TREATMENTS)),\n", ")\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " for j, line in enumerate(LINES):\n", " elastic_dists_list = elastic_dists_to_global_mean[treatment][line]\n", " elastic_dists_list = [\n", " d + 0.0001 * gs.random.rand(1)[0] for d in elastic_dists_list\n", " ]\n", " cells_list = list(ds_align[treatment][line])\n", " assert len(elastic_dists_list) == len(elastic_dists_list)\n", " n_cells = len(elastic_dists_list)\n", "\n", " zipped_lists = zip(elastic_dists_list, cells_list)\n", " sorted_pairs = sorted(zipped_lists)\n", "\n", " tuples = zip(*sorted_pairs)\n", " sorted_dists_list, sorted_cells_list = [list(t) for t in tuples]\n", " for i_quantile in range(n_quantiles):\n", " quantile = int(0.1 * n_cells * i_quantile)\n", " one_cell = sorted_cells_list[quantile]\n", " ax = axes[2 * i + j, i_quantile]\n", " ax.plot(one_cell[:, 0], one_cell[:, 1], c=f\"C{j}\")\n", " ax.set_title(f\"0.{i_quantile} quantile\", fontsize=14)\n", " # ax.axis(\"off\")\n", " # Turn off tick labels\n", " ax.set_yticklabels([])\n", " ax.set_xticklabels([])\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " ax.spines[\"top\"].set_visible(False)\n", " ax.spines[\"right\"].set_visible(False)\n", " ax.spines[\"bottom\"].set_visible(False)\n", " ax.spines[\"left\"].set_visible(False)\n", " if i_quantile == 0:\n", " ax.set_ylabel(f\"{treatment}-{line}\", rotation=90, fontsize=18)\n", "plt.tight_layout()\n", "plt.suptitle(f\"Quantiles for Elastic Metric (a={a}, b={b})\", y=-0.01, fontsize=24)\n", "plt.savefig(f\"elastic_quantiles_a{a}_b{b}.svg\")" ] }, { "cell_type": "markdown", "id": "f9fe46f4", "metadata": {}, "source": [ "# Hypothesis Testing on Equality of Means" ] }, { "cell_type": "markdown", "id": "76a9ba83", "metadata": {}, "source": [ "The histograms above qualitatively show that the subgroups of treatments and cell lines have different mean distances to the global mean shape: the averages of the histograms above differ.\n", "\n", "To evaluate this fact quantitatively, we perform a hypothesis test. Specifically, we test the null hypothesis that two subgroups are at the same distance to the mean global shape. \n", "\n", "This is realized through a t-test with unequal variances. We choose a significance level of 0.01. The p-values that are lower than this significance level, after correction for multiple hypothesis testing, correspond to the tests that reject the null hypothesis and thus demonstrate an inequality of means at 0.01." ] }, { "cell_type": "code", "execution_count": 42, "id": "53d85c8e", "metadata": {}, "outputs": [], "source": [ "import scipy" ] }, { "cell_type": "code", "execution_count": 43, "id": "f243ca51", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: dlm8 vs dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-7.1196419270836175, pvalue=3.0954021594098366e-12, df=601.8218123340728)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "line_1, line_2 = LINES\n", "\n", "print(f\"\\n --- Test equality of means: {line_1} vs {line_2}\")\n", "dists_1 = []\n", "for treatment_1 in TREATMENTS:\n", " dists_1.extend(dists_to_global_mean[treatment_1][line_1])\n", "dists_1 = gs.array(dists_1)\n", "\n", "dists_2 = []\n", "for treatment_2 in TREATMENTS:\n", " dists_2.extend(dists_to_global_mean[treatment_2][line_2])\n", "dist_2 = gs.array(dists_2)\n", "\n", "display(scipy.stats.ttest_ind(dists_1, dists_2, equal_var=False))" ] }, { "cell_type": "code", "execution_count": 44, "id": "b380f5db", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control vs cytd\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-18.91033116839886, pvalue=1.5942047693177678e-51, df=272.5372934478051)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control vs jasp\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-9.029282700140122, pvalue=2.0182138940343153e-17, df=304.63782613884166)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd vs jasp\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=10.29325050848754, pvalue=1.2621209911040255e-21, df=316.70165636925606)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "!! Correct for multiple hypothesis testing with Bonferroni correction, by multiplying the p-values by 3 \n" ] } ], "source": [ "count = 0\n", "\n", "from itertools import combinations\n", "\n", "for two_treatments in combinations(TREATMENTS, 2):\n", " treatment_1, treatment_2 = two_treatments\n", "\n", " print(f\"\\n --- Test equality of means: {treatment_1} vs {treatment_2}\")\n", " dists_1 = []\n", " for line_1 in LINES:\n", " dists_1.extend(dists_to_global_mean[treatment_1][line_1])\n", " dists_1 = gs.array(dists_1)\n", "\n", " dists_2 = []\n", " for line_2 in LINES:\n", " dists_2.extend(dists_to_global_mean[treatment_2][line_2])\n", " dist_2 = gs.array(dists_2)\n", "\n", " display(scipy.stats.ttest_ind(dists_1, dists_2, equal_var=False))\n", " count += 1\n", "print(\n", " f\"!! Correct for multiple hypothesis testing with Bonferroni correction,\"\n", " f\" by multiplying the p-values by {count} \"\n", ")" ] }, { "cell_type": "code", "execution_count": 45, "id": "4ff37d6b", "metadata": {}, "outputs": [], "source": [ "TREATMENT_LINE_CLASSES = set([(t, l) for t in TREATMENTS for l in LINES])" ] }, { "cell_type": "code", "execution_count": 46, "id": "04acb0be", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dlm8 vs control-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=2.6620427578386927, pvalue=0.008802500812866125, df=123.2479753494618)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dlm8 vs cytd-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-21.22532840794736, pvalue=1.9868071249630913e-47, df=152.8507694252556)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dlm8 vs jasp-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-13.823886158709495, pvalue=1.3180986251513859e-27, df=134.6358168194752)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dlm8 vs cytd-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-8.932180097318074, pvalue=5.7842919303757325e-15, df=120.42923401288259)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dlm8 vs control-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-1.8913523475476335, pvalue=0.06028562535773357, df=169.24532926463593)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control-dlm8 vs cytd-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-25.733072716232915, pvalue=1.2147188349650771e-56, df=148.7202019265259)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control-dlm8 vs jasp-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-19.22981943021983, pvalue=6.47331676027872e-47, df=195.06423335807054)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control-dlm8 vs cytd-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-11.070853589195252, pvalue=2.426787682326568e-19, df=105.01458635645855)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: control-dlm8 vs control-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-5.024339985563299, pvalue=8.483653891852089e-07, df=314.8644756653143)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dunn vs jasp-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=10.62014403573436, pvalue=2.6930383406535432e-20, df=160.77871126285143)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dunn vs cytd-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=6.713758706735647, pvalue=3.997115302750872e-10, df=144.92261380898483)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dunn vs control-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=20.31432725147372, pvalue=2.252938903820217e-49, df=188.68442098628202)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dunn vs cytd-dlm8\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=-0.45738427664318804, pvalue=0.6482733344379941, df=112.96066271339437)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: jasp-dunn vs control-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=12.505967524150511, pvalue=1.263322949133476e-28, df=270.41873821561023)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- Test equality of means: cytd-dlm8 vs control-dunn\n" ] }, { "data": { "text/plain": [ "TtestResult(statistic=7.880739330613508, pvalue=1.6113498589931301e-12, df=120.74115274332416)" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "!! Correct for multiple hypothesis testing with Bonferroni correction, by multiplying the p-values by 15 \n" ] } ], "source": [ "count = 0\n", "\n", "for two_classes in combinations(TREATMENT_LINE_CLASSES, 2):\n", " class_1, class_2 = two_classes\n", " treatment_1, line_1 = class_1\n", " treatment_2, line_2 = class_2\n", " print(\n", " f\"\\n --- Test equality of means: {treatment_1}-{line_1} vs {treatment_2}-{line_2}\"\n", " )\n", " display(\n", " scipy.stats.ttest_ind(\n", " dists_to_global_mean[treatment_1][line_1],\n", " dists_to_global_mean[treatment_2][line_2],\n", " equal_var=False,\n", " )\n", " )\n", " count += 1\n", "print(\n", " f\"!! Correct for multiple hypothesis testing with Bonferroni correction,\"\n", " f\" by multiplying the p-values by {count} \"\n", ")" ] }, { "cell_type": "markdown", "id": "62a8ce4a", "metadata": {}, "source": [ "# Visualization of the Mean of each Treatment" ] }, { "cell_type": "markdown", "id": "496700d1", "metadata": {}, "source": [ "The mean distances to the global mean shape differ. We also plot the mean shape for each of the subgroup, to get intuition on how the mean shape of each subgroup looks like." ] }, { "cell_type": "code", "execution_count": 47, "id": "547d8ab7", "metadata": {}, "outputs": [], "source": [ "mean_estimator = FrechetMean(CURVES_SPACE_SRV)" ] }, { "cell_type": "code", "execution_count": 48, "id": "3a44fce7", "metadata": {}, "outputs": [], "source": [ "mean_treatment_cells = {}\n", "for treatment in TREATMENTS:\n", " treatment_cells = []\n", " for line in LINES:\n", " treatment_cells.extend(ds_align[treatment][line])\n", " mean_estimator.fit(CURVES_SPACE_SRV.projection(gs.array(treatment_cells[:30])))\n", " mean_treatment_cells[treatment] = mean_estimator.estimate_" ] }, { "cell_type": "code", "execution_count": 49, "id": "f0b4b4b1", "metadata": {}, "outputs": [ { "data": { "image/png": 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1FqDdunVj586dN30tXl5erF27lgMHDvDrr78SFhbG0aNH0el0HDp0iEOHDvHJJ5/w559/0rFjx5vmqGhtzKQFIBje1H766SfjkjYl37tdfn5+xq99fHxo0qTJHWc4deqUceLjN998k/fff/+m21lCBQ7g7+9PfHz8XY1bK+laT01NRavVltkLWHIJQKPRlNnrZkmuvnRw+fJl6tWrV+q2V1/iuPp5omzSZu/cvbTZq/cxZMgQfvvtN3744QfeeeedayZx7ty5c5l/77fj6nZ+q/Zz+fLlezqWuD3S3kxLURS+/fZbALp27crWrVuv6XG82u28nnbt2hmHQ2RnZxMWFsayZctYs2YNycnJPPzww5w/fx5XV9cbnns7bahkG0s4R5l0DCBA7969qVq1KlqtFq1WS7Vq1ejdu/dtP//qMQdlrXpRlhMnThi/LrmufzNXj6VQU6tWrQBDnuu76W+lpPEXFRUZxzeU5sCBAwDUrVvXOODVlMrj08/Vb2779+8vc9uS13f980TZpM3euXtps1cruRkkJiaGsLAw9uzZw6lTp4Cye/9ut601bdrU+PXBgwfL3PZWjwvTkPZmWmlpacYP/48++mipxV9OTg6nT5++o317enoyaNAgVq9ezaRJkwDDEI3SVtaKiYkx3rx1MykpKcaVRCzhHGXyAtDe3p6RI0fi7OyMs7MzI0eOLPUXcjOtWrUy3qnz9ddfU1BQcMcZrr6DJzc3t9Ttvvrqqzved3kYNGgQYBij8fXXX9/Rc/v06WP8+vvvvy91u71793Ly5MkbnmNKLi4uxq8LCwtNss/WrVvj4+MDwA8//FDqUj7Z2dn8+uuvADRq1OiexmbZGmmzd+5e2uzV+vTpQ82aNQHDjR8lN394eHgY72q/mdtta61btzb2Al59yfF6CQkJ1/RIifIj7c20bve1fPvtt/e0HN3VRXppN8QoimJc0u9mli1bZmyD5XUevhMmLwABPvroIwoKCigoKLit9S6vCWRnx5tvvgkYphoZNWpUmW9wWVlZLFq06Jrv1a1b1/j1zdbEBPjyyy/566+/7ihbeXnyySeNt/9Pnz6d7du3l7ptfHz8Nf9v164dbdq0AeCbb75hy5YtNzwnMzOT5557DjD8fMePH2+q6Ne4+lb6kmkK7pWzs7OxlyQyMpL33nvvhm0UReHFF180NsoXX3zRJMe2JdJm78y9tNmr2dnZGXv6Vq9ezS+//AIYejKuvoPzeld/wCmrrTk7OzNmzBgAjh49yty5c2/YRqvV8swzz5Q6M4AwPWlvplO5cmVjJ8HKlStv+rM4ePAgb7/9dqn7iI6OLrMNA9d8QLp63fvrvffeezftaYyKimL27NmAof0OGTKkzOOZg8nHAJrC888/z+bNm/njjz/47bffCA8P57nnnqNdu3Z4e3uTlZXFqVOnCAsLY+3atbi4uFxz0m/ZsiVNmjQhMjKSJUuWkJ6ezsiRI6latSrx8fGsWLGC33//nc6dO991F7opubi4sHz5cvr27UteXh59+vRh5MiRPPjggwQHB1NYWMipU6fYsGEDa9euveEP/JtvvqF9+/YUFRUxcOBAJk6cyKBBg3B3d+fIkSN8+OGHxnn7XnvttXLrenZwcKBt27bs3r2b77//npYtW9KiRQscHR0Bw5iHuxn38M4777BmzRqio6OZOXMmx48fZ8yYMVStWpWYmBgWLVpEWFgYYJgW4dlnnzXlyxK3QdrsnbXZq40dO5Z33333mkvJt7r5o0aNGgQHBxMfH88nn3xCcHAw9evXNw7Yr1KlCp6enoCh/fz666/Ex8czbdo0jh49yqhRowgICODMmTPMmzePgwcP0qZNmwpxyU/YXnsri52dHU888QRffPEFERERdOnShVdeeYW6deuSmZnJhg0bWLx4MR4eHlSrVo0zZ87csI+LFy/Ss2dPGjVqxNChQ2nTpo3xA15cXBy//PKL8QpTixYtSp2SrE6dOqSkpNChQwemTZtGjx49AAgLC+PDDz8kMzMTgM8//7xchmHdsbuZPfpms5zfidtZ6LqoqEgZP368otFojNuW9i80NPSG5x85csQ4A/7N/jVt2lS5dOmS8f8zZsy4YR+3u3rEnSzLVJZNmzaVmbmsLP/88881aw3e7N8LL7xQ6mLctzvL+ujRoxUwLA10M+vXry/1d3b1z/hOF56PiYlRGjRoUObr69y5802X6VEUWQlE2mzpPw+12uzVBgwYYNy2Xr16t3XsxYsXl3q863/HkZGRSmBgYKnbP/XUU3fcJkXppL2V/vO42/ZW1jkqIyNDadGiRamvxdfXV9m+fbtxxY7u3buXmq+sfw0aNFCio6NvOP7V+12/fr3i5uZ20+fb2dmVuVKIuZXLJWBTcHR0ZPHixRw7doyJEyfStGlTvL29sbe3x9vbmxYtWjBu3Dh+//13oqKibnh+ixYtOHr0KM8//zw1a9bE0dERX19f2rVrxyeffMKBAwcsbpxYv379iI6OZs6cOXTq1Ak/Pz/s7e3x8vKiVatWvPTSS9fc6HC1vn37cu7cOd58801atGiBl5cXzs7O1KhRgyeeeIKdO3eyaNGiOxprcjfuv/9+tmzZwpAhQ6hWrZqx9+9ehYSEcOzYMRYtWkT37t3x8/PD0dGRKlWq0L9/f5YvX86OHTss4s4qWyVt9s7a7NVGjhxp/Lrkku2tjB8/ntWrV9O3b18CAgLKnAGgcePGnDhxgqlTp1K3bl2cnZ3x9/enZ8+e/PzzzzedjFpYNltsb6Xx9vZm9+7dvPfeezRt2hQXFxc8PDxo2LAhr732GseOHbtmVZTrde3albCwMN544w169uxJnTp18PT0NJ5j+vbty1dffcXRo0fLvPwLhnPgoUOHGDNmDDVr1sTJyYmAgAAefvhhdu3axauvvmrql3/XNIpiwZP7CCGEDZg+fTpz5szB3t6euLi4CnPiFcJcatSoQVxcHOPGjTNO+2IpevTowfbt2+nevbtxOFJFYLE9gEIIYQt0Op3xzsEBAwZI8SfETWRlZQGUuRKHuDNSAAohhIp++ukn453Czz//vMpphLA8sbGxxhso7nVydPE/FnkXsBBCWLNz585RXFzMoUOHePnllwFo3rw5AwcOVDmZEJbj+PHjXLx40bhSiUajoV+/fiqnsh5SAAohhJldPQ8bGAb0f/nllxVuLVEhylOzZs2u+f+LL75422sfi1uTS8BCCKGSSpUq0bt3b8LCwkpdYF4IW+bq6kqLFi1YsGABCxYsUDuOVZG7gIUQQgghbIz0AAohhBBC2BgpAIUQQgghbIwUgEIIIYQQNkYKQCGEEEIIGyMFoBBCCCGEjZECUAghhBDCxkgBKIQQQghhY6QAFEIIIYSwMVIACiGEEELYGCkAhRBCCCFsjBSAQgghhBA2RgpAIYQQQggbIwWgEEIIIYSNkQJQCCGEEMLGSAEohBBCCGFjpAAUQgghhLAxUgAKIYQQQtgYKQCFEEIIIWyMFIBCCCGEEDZGCkAhhBBCCBsjBaAQQgghhI2RAlAIIYQQwsZIASiEEEIIYWOkABRCCCGEsDFSAAohhBBC2BgpAIUQQgghbIwUgEIIIYQQNkYKQCGEEEIIGyMFoBBCCCGEjZECUAghhBDCxkgBKIQQQghhY6QAFEIIIYSwMVIACiGEEELYGCkAhRBCCCFsjBSAQgghhBA2RgpAIYQQQggbIwWgEEIIIYSNkQJQCCGEEMLGSAEohBBCCGFjpAAUQgghhLAxUgAKIYQQQtgYB7UDCCGEKN3FrIssOrKIsxlnKdQVUtu7NnUr1aVupbq0DGhJoHug2hGFEBWQRlEURe0QQgghbrQ/cT+vhL1CVlHWTR93tHPki95f0LFaRzMnE0JUdFIACiGEBdLpdTyy7hHOZZyjmX8zxrcYj5OdE2czznI2/SzHUo5xLuMclZwr8eugX409gYqioNFoVE4vhLB0UgAKIYSFupB1gR9P/MjUdlNxtne+5rECbQGjNo4iKi2KRn6N+L7f98RmxfLh/g8Z33w8nYI6qZRaCFERSAEohBAVVFx2HCP+HkFGYcY132/s15iV96+UnkAhRKnkLmAhhKigqrpXpVtwt2u+NzB0IAt6LpDiTwhRJrkLWAghKhBFUTidfpqtF7eyMWYjsVmx1zzeLrAdVdyrqBNOCFFhyCVgIYSoIMIvh7MgfAHhyeHG73k7ezOp5SQyCzNZeGQhge6BbHpoE/Z29iomFUJYOukBFEIIC5ddlM37+95nQ8wGAJzsnOgc1JneNXrTs0ZPvJy8KNQV8sPJH0jKTWJv4l66BHVRObUQwpJJASiEEBbsfMZ5XtzyIvE58dhr7HmwzoOMbz7+hsu8zvbODKo1iBVRK1h9ZrUUgMKmpBWkEZsZy8Xsi1zMusiw+sNkkvRbkAJQCCEsVPjlcCZunUhWURZBHkF81O0jmlduXur2D9V9iBVRKwiLC+NK/hX8Xf3NF1YIM8sszOSf2H/4O/rva4ZFALg6uNK0clMyCjPIKsyiQFuAgoKDnQOtAlrRwLeBzd8oJQWgEEJYmCJdEZ8f+ZwVJ1egVbQ0r9ycRb0W4ePiU+bz6laqS7PKzYhIiWDd+XWMaTLGPIGFMBNFUdgWt42/zv3FjoQdaPVaADRoqOZRjeqe1anhWYOFRxaWuZ8anjXoEtSFNoFtaF2lNb4uvuaIb1HkJhAhhLAwc/bPYeWplQD0rdmX97u8j6uD6209d83ZNczYM4MQrxDWPrjW5ns5hPWIzozmvb3vcejyIeP36lWqxwO1HmBg6MBrhkWM/Wcs6QXpeDt74+3kjYuDCxqNhpyiHPYn7qdAV3DNvuv41KF1ldb0rdmXtoFtbaLdSAEohBAW5FDSIcb+MxYFhY+7fcyA0AF39Py84jx6/tqTPG0eS/stpU1gm3JKKoR56PQ6lp5YyhdHv0Cr1+Ji78Lw+sMZVHsQ9X3r3/H+8orz2H1pNweTDnIw6SDnMs5d83jdSnVZ1GsR1TyqmeolWCQpAIUQwkJkFWXx8NqHScpNYmidoczqPOuu9jNzz0xWn11Nq4BWfN/ve5kSRlRYyXnJvLnzTfYn7Qega1BX3mz/JsGewSY7RnpBOocvH2ZXwi42xmwkT5tHiFcIy/ovw8/Vz2THsTRSAAohhAVQFIWpO6ayKXYT1T2r89ug33B3dL+rfcVnx/PIukfILc7lxRYv8lzz50ycVojyF345nJe2vUR6YTquDq680e4NHqzzYLlenk3KTWLUxlEk5iYS5BHEgp4L7qqXsSKQpeBs1JYLW0gvSFc7hhDi/62PXs+m2E3Ya+z5sOuHd138AQR7BjO9/XQAvjz2JUeSj5gqphBmsSthF89tfo70wnQa+jbklwd+YWjdoeU+Ni/QPZCv7/ua6p7VSchJYOTGkaw6tQq9oi/X46pBegBtUFxWHAP/GIgGDU0rN6VrUFe6BXejgW8D7DTymUAIc0vISeDhtQ+btMdOURSm7ZzGxpiNeDp58m3fb2nk18gEaYUoX7sTdvPi1hfR6rV0DerKvB7zcHFwMWuGzMJMpmyfwt7EvYBhicVZnWcR5BFk1hzlSQpAK6fVa4lKjcLFwYW6leoCcDT5KO/ve5/T6aev2dbf1Z8uQV3oGtSVjtU64unkqUZkIWzO7H2zWXV6FS0qt2BZ/2UmG7OXV5zHc5uf42jKUTwdPXm/y/v0qtHLJPsWojwcTDrIhP8mUKAr4L6a9/FR149wtHdUJYte0bPy1ErmH55Pga4Ab2dv5nWfR7uq7VTJY2pSAFZQiqJQqCukUFdIgbaAAl0BBdoC8rX5XMq5RGxWLMevHCf8cjh52jwerPMg73V+75p9JOUmsSthFzvjd7I3cS/52nzjYw4aBzpW68j9te6nb82+qjVAIaxdvjaf3r/2Jrs4myX3LaFTtU4m3X9OUQ4TtkwwXgYe02QML7d62SamuRAVy9rza5mxZwZavZYuQV1Y2HOhRZx7LmZdZNqOaUSmRuKgceCDbh/QP6S/2rHumRSAFi69IJ2o1ChOpp0kKjWK2KxYUvJSyCjMQOH2fnVeTl4MCB3AWx3eKnWbIl0Rhy8fZmfCTnbG7yQ2K9b4WBW3KoxpMoZh9YfhaKd+YxTCmvx6+lfe2/ceQR5BbHhoQ7kMwyjWFTM/fD4/nvwRgLc7vM2w+sNMfhwh7tbyk8v5+ODHgGHuy9ldZpv9sm9ZCrQFvLPnHTbGbMRB48DnvT+v8MstSgGoMkVRiMmMYc+lPSTlJpFWkEZaQRqpBalcyb/Clfwrt9yHvcYeFwcXnO2dcbF3IdA9kJpeNalbqS5tA9tSr1K9Oz6pRGdEsyFmA6vPrjZmCPEK4bEGj9E9uLtJb8EXwlblFucycM1A0grSeL3d6zzR8IlyPd6yyGV8evhTnOyc+Pn+n6327kZRsWyM2cjUHVMBGNtkLJNbTbbI8eg6vY43d73JhpgN+Lr4smbwmgo9TYwUgCrJK85j5amVrDm7hovZF8vcNsQrhIa+DWno15A6PnUIcAvA18UXVwdXnB2cy7VXrlBXyJ9n/2TxscWkFaQZv1/buzbdqneje3B3mldujoOdrCooxJ1aGL6Qb45/Q02vmvwx+I9yv9ylKAovbn2RHfE7uK/mfczrMa9cjyfEreyM38nkbZMp1hfzRMMnmNZ2mkUPTyjSFfHY349xNv0sfWr0YV6PeRadtyxSAJqZTq/jl9O/sCRiibGgcrRzpF1gO+r41MHP1Q9fF1/DP1dfanrWxMPJQ+XUhnFEq8+uJiwujCPJR9ApOuNjXk5edAvuxnPNniPEO0S1jEJUJJdyLjHoj0EU6YtY0HOB2W7OOJ12mkfWPYKDnQNbHt1ik2ugCsvwc9TPfHTwI/SKnvtq3sfcbnMrxKTlp9JO8fj6x9EqWmZ3mc3g2oPVjnRXpAA0o+iMaN7e8zYRKREABHsE82yzZ+kb0vee5vwyt8zCTPZc2sP2+O3sSthFZmEmAE52TrzQ8gXGNB5TYT8RCWEOV0/63DawLd/1/c6sbeax9Y9xIvUE09tP57EGj5ntuEKA4e9/3uF5LDuxDIAhtYcwo+MMi7jh43YtObaERUcX4WjnyFd9vqqQdwZLAWgGaQVpfHf8O1adWkWRvgh3R3deavUSD9d7uMLfVKHVa4lIieDriK/ZfWk3AINrD2Zmx5kVqjELYS5avZb3973P6rOr0aBh1QOrzD4/X8nJq2/Nvnza41OzHluIL499yeKjiwF4qdVLjG0ytsJ1Guj0Ol4Je4WtcVtxd3Rnab+lNPRrqHasOyIFYDlRFIUjyUdYF72ODdEbyNPmAdA5qDMzO84k0D1Q5YSmpSgKv535jTn756BTdHQL7sZnPT7Dyd5J7WhCWIy84jym7pjK9vjt2GnsmN5+uip34x6+fJinNj2Fn4sf24Ztq3AnX1ExKYrC95HfMz98PoBZbnwqT4W6Qp7f/DyHLh/Cz8WP1YNXV6ibQqQANLHYzFjWR69nffR6EnISjN9v5NeISS0n0alaJ6t+s90Rv4NXwl6hUFdI16CufNrjU1wdXNWOJYTq0grSmLhlIhFXInC2d+ajbh/Ru0ZvVbIU6grp9HMnivRFrHtwnYzdFeXuUs4l3tnzDvsT9wPwQosXeL758yqnunfZRdmM2jiKcxnnKlyPuhSAJpBekM7GmI2sj17P8SvHjd93c3Djvpr3Maj2INoFtrPqwu9q+xL3MXHLRAp0BTTwbcD8nvOtavkcIe5UfHY8z//3PBeyLuDl5MWi3otoGdBS1UxPbXqKw5cPM6PjDB6p94iqWYR1S8pN4uG1D5NVlIWLvQsvtX6JEQ1GWM058WTqSUb8PQKdouPT7p/SN6Sv2pFuixSA9+Bs+lmWnVjGhpgNaPVawDAnX8dqHRlUaxA9a/S02d6vw5cP80rYK6QVpOHj7MMXvb+gWeVmascSwuyu5F9h5IaRxOfEU829Gl/2+ZJaPrXUjsXnRz7n64iveaDWA3zQ9QO14wgr9taut/jr/F/Uq1SPz3p8Rg2vGmpHMrmS9uTr4sufQ/6kkksltSPdkhSAd0hRFA5dPsT3kd+zK2GX8fsNfRsyqPYgBoQOwN/VX8WEliMpN4nJ2yZzMvUkrg6uzO8xn05Bpl3mSghLllucy5hNY4hKiyLII4gfB/xIgFuA2rEA2HtpL89ufpaq7lX595F/1Y4jrFTklUhG/D0CBYWfB/5M08pN1Y5ULop0RQxfP5xzGecYEDKAj7t/rHakW5IC8A5EpETwwf4PiEyNBMBOY0fvGr0Z03iM1f5R36u84jxeDnuZPZf24GDnwKfdP5XF6IVNKNYVM2HLBPYl7sPXxZcfB/xITa+aascyyivOo/PKzmgVLZse3iTDNITJFeuLeWz9Y5xJP8P9te7nw64fqh2pXJ24coInNjyBTtGVy7repmZ5a61YIL2i57vj3zF642giUyNxtndmeP3hrHtwHfN6zJPirwxujm4s6rWI/iH90eq1TNk+hfDL4WrHEqJc6RU903dPZ1/iPlwdXFnce7FFFX9gaJuN/RsDsCF6g8pphDVaFrmMM+ln8HH2YWrbqWrHKXeN/RvzeIPHAZh/eD56Ra9yorJJAXgLBdoCJm+bzPzw+WgVLf1D+vPPw//wVoe3rHIcQ3lwtHfkg64f0CO4B0X6IiZunUh0ZrTasYQoF4qiMPfgXOOi8Z/1+MxYaFma4fWHA7D85HLyivNUTiOsye6E3Sw6ugiAKW2n2MyKM882exYPRw+i0qLYEGPZH6ykACxDdlE2z21+jrC4MJztnXm307t83O3jCjXPj6VwsHPg4+4f08y/GVlFWbwa9ir52ny1Ywlhct9FfseKqBUAzOo8i85BnVVOVLoBoQOo7lmd9MJ0Vp9drXYcYSWiM6OZsn0KekXPkNpDGFRrkNqRzKaSSyXGNhkLwKIjiyjSFamcqHRSAJbiSv4Vxv4zlvDkcDwcPfiqz1c8VPchq7ltXQ2uDq4s7LUQf1d/zmWc4+ODlj9IVojbpdVrmb1vNgvCFwDwautXGVTbsk98DnYOjGkyBoCfon5Cp9fd4hlClC2zMJOJWyaSXZxNi8oteKfjOzZ33nyy0ZMEuAaQkJPAqlOr1I5TKikAbyIhJ4HRG0dzKu0Uvi6+LO2/lDaBbdSOZRX8XP34oOsHaNDw+5nf2RS7Se1IQtyz+Ox4ntv8HKtOG97sJ7eazFNNnlI31G16oNYDeDl5kZCTYFzOUYi7Uawv5tXtr3Ix+yJV3asyv+d8m1wNytXBlQktJgDw9fGvySrKUjnRzUkBeJ1jKccYuWEkF7MvUs29Gj8O+JEGvg3UjmVVOlTtwNNNnwbg3T3vEpcdp3IiIe5Osb6YpZFLGfrXUA4kHTBOd1Ty910RuDq48kCtBwD4J/YfldOIikpRFD4+8DH7E/fj6uDK570+t+nhUkPqDKGWdy0yCzP5JuIbtePclBSAV/n9zO88tekpUvJTqONTx+KmbbAmE1pMoGVAS3KKc5i6fSrFumK1IwlxRyKvRPL4+seZd3geBboC2ga25dcHfqV3TXWWd7sXfWr2AWB7/HaK9dIWxZ379vi3xh7wD7p+QH3f+ionUpeDnQOvtnkVgBVRK4jNjFU30E1IAQhkFWUxbcc03t37Llq9lj41+rBi4AqquFdRO5rVcrBz4KOuH+Hl5EVkaiSfHq446ycK21akK+Ljgx8z4u8RnE4/jbezN+91fo/v+n5XYdfUbRXQCl8XXzILMzl8+bDacUQF8+vpX1l4ZCEAU9pMUW2Na0vTLbgbXYO6otVrLXLMu80XgEeTj/Lo2kfZELMBe409k1tNZl6Pebg7uqsdzepV9ajKrM6zAMMA9KWRS1VOJETZknKTGLNpDMtPLkdB4YFaD7D2wbU8WOfBCj3Q3d7Onm7B3QDYk7BH5TSiIgm/HM6c/XMAeKbpM4xqPErlRJZlatupONg5sDNhJ1subFE7zjVsugBcd34dY/8Zy6XcSwR7BPPDgB94uunTFfqNvKLpXaM3r7R+BYB5h+exMWajyomEuJGiKGy9uJVH1z1KxJUIvJy8+LzX53zQ9QOrmd+sQ9UOAOxP2q9yElFRZBZmMmX7FHSKjoGhA5nYcqLakSxOiHcIYxob7rR/f//7ZBZmqpzof2yyAFQUhUVHFvHmrjcp1hfTu0Zvfh/8O80rN1c7mk0a02QMoxuNBmDO/jkW1UCEiMmMYfyW8UzeNpmMwgwa+jbklwd+oUf1HmpHM6l2ge0AiEqNkjYobsu/F/4lOT+ZGp41mNFxhnSelOK55s8R6h3KlfwrfHLoE7XjGNlcAagoCvPD57MkYgkA45qMk0u+FmBy68nU8alDRmEGXxz9Qu04QlCkK2LRkUU89NdD7E7YbZwzb/nA5QR7Bqsdz+Qqu1Um1DsUBYX9idILKG7tWPIxAPqF9MPN0U3lNJbL2d6ZWZ1moUHDn+f+tJhhFjZXAH57/Fu+j/wegLfav8VLrV/CTmNzPwaL42jnyLR20wD489yf5BbnqpxI2LLjKccZvn44SyKWoFW0dAvuxp9D/uSV1q/gbO+sdrxyU9Krue78OnWDCIunV/SEJxvWdW8R0ELdMBVAi4AWjGg4AsBiOjlsqvL55dQvxjuVXmvzGsMbDFc5kbha+8D21PSqSb42n80XNqsdR9ioP87+wZMbn+Rcxjl8XXz5tPunfNH7C5uYEurBOg8CsDNhJyl5KeqGERZtffR64rLjcHNwkwLwNj3T9Bkc7RyJuBJB5JVItePYTgG4+cJmZu+fDcDzzZ9ndOPRKicS19NoNAyuPRgwzMmoKIrKiYStWXlqJe/seQe9oqdfSD/+HPInfUP6qh3LbGp516JlQEt0io6/zv+ldhxhofKK81hw2LDk4bPNnsXLyUvlRBWDn6sf/UL6AYb3GrXZRAF4MOkg03ZMQ0Hh0XqPMqH5BLUjiVIMrTMUJzsnjqUcY1/iPrXjCBvyw4kfjNNZPNnwSeZ2m0sll0oqpzK/oXWGAoahGPIhTNzMt8e/JTk/mSCPIJ5s9KTacSqUEQ0Ml4E3xmwkOS9Z1SxWXwCeTjvNpK2TjHf7Tm8/Xe5UsmCV3SrzaP1HAVh8dLGcgIRZ/HLqF+Pdec80fYapbafa7PtEv5B+uDq4ciHrgnGMlxAlDiUd4rvI7wDDUCprHhNbHppWbkqrgFYU64tZdmKZqlmsugC8lHOJCf9NIKc4h1YBrfio20fY29mrHUvcwrgm43C2d+ZoylF2JuxUO46wcpdyLhlXohnffDyTWk2y2eIPwM3Rjf4h/QFYfWa1ymmEJUkrSGPajmnoFT2Daw+WFT/u0rPNngXgt9O/kVaQploOqy0A0wvSeW7zcyTnJ1PHpw4Ley2UTyoVRGW3yjxW/zEAPtj/AQXaApUTCWulKApz9s8hX5tPq4BWPN/8ebUjWYRH6xl64TfGbORSziWV0whLoCgK03dNJzk/mVDvULmadg86VetEY7/GFOgK+PHEj6rlsMoCsFBXyItbXyQ2K5ZA90C+7PMl3s7eascSd2B8i/FUcatCfE48X0d8rXYcYaW2x29ne/x2HOwcmNFxhkwJ9f+aVm5K+6rt0SpaaX8CgL9j/mZXwi6c7Z35pPsnMu/fPdBoNDzT7BkAfjvzG/nafFVyWOW73Qf7PyAixbBc05I+Swh0D1Q7krhD7o7uvNHuDQCWnlhKdEa0yomEtdErehYdWQTAqEajqOVTS+VElqXkZrk1Z9dwPOW4ymmEmrKKsph7cC5guHxZr1I9lRNVfD2CexDkEURWURabYjapksHqCsDfz/zO6rOr0aBhbre58qZegfWq0YsewT3Q6rXM2jdLbggRJrX14lZOp5/G3dGdsU3Gqh3H4rSq0opBtQahoLD42GK14wgVLQxfSFpBGiFeITzV+Cm141gFezt741CLX07/okoGqyoAj6ccN07jMLHlRDoFdVI5kbgXGo2GN9q/gauDK4cvH+bPc3+qHUlYCb2iN87G/2TDJ2WISCkervcwABeyLqicRKjlUNIhY4HyVoe3cLJ3UjmR9RhadyiOdo6cSD3B0eSjZj++1RSAqfmpvBz2MsX6YnpV78W4puPUjiRMoJpHNeOlqHmH55FekK5yImENNl/YzLmMc3g6ejKy0Ui141isyq6VAbiSf0XlJEINecV5vL37bQAervsw7au2VzmRdfF18WVg6EAAlkYuNfvxraIA1Oq1TN0xlct5lwnxCmF2l9kymNuKPNHoCepVqkdGYQafHvpU7TiigtPpdXx59EsARjYaKb1/ZfB39QcgX5tPXnGeymmEuS09sZT4nHgC3QN5rc1rasexSiXDT7bGbTX7WHerqJIWhC/gQNIBXB1cmd9zPh5OHmpHEibkaOfI2x3eRoOGv87/xcGkg2pHEhXYqtOrOJ95Hk8nT1nF4BbcHN1wdXAFICVf1ga2JXpFz1/nDMsBvtzqZTmvlpNaPrXoWb0nYCi4zanCF4D/xP5jnE37/c7vU9untrqBRLloEdCCR+o9AsCsvbMo0hWpnEhURHFZcSwIN6xhOrnlZDydPFVOZPlK5k/V6rUqJxHmFH45nMTcRDwcPehVo5facaxaSS/gpphNZp33tkIXgOczzhvHJ4xpPMamFm23RZNbTcbXxZfYrFi+j/xe7TiigtEret7e8zb52nzaB7Y3LjkoyqbT6wCw18gqSrbkr/OG3r++IX1xcXBROY11a165OYHugRToCjiQdMBsx62wBWChrpApO6YY38wntZqkdiRRzrydvZnadioA30R8I3cmijuy6tQqDl8+jKuDKzM7zZRxwrdJqxh6/mQZTdtxLv0c686vA+DBOg+qG8YGaDQaugV1A2BH/A6zHbfCvgMuCF/A2fSz+Lr48mG3D3Gwc1A7kjCDgaED6VC1A0X6IuM0HkLcSm5xLl8eM9z48XLrlwn2DFY5UcVR0gPooJH3WFugKAofHfwInaKjV/VetAxoqXYkm9C9enfAMEOBuS4DV8gCcM+lPSw/uRyAWZ1mGe9UE9ZPo9HwUuuXANhyYQuZhZnqBhIVwspTK8kozKCmV03j5Kvi9uiU/78ELD2ANmFb3Db2Je7Dyc6J19rKnb/m0qlaJ6q6VyWtII110evMcswKVwBmFGTw9i7DuL/h9Ycbq2ZhOxr5NqJepXoU6YvYGLNR7TjCwmUXZfPDiR8AeK7Zc3K14A4oivK/AlDGAFq9Ql2hccm30Y1HU92zusqJbIeDnYNxTtIfT/yIXtGX+zErXAH46eFPSc5PJtQ7lFfbvKp2HKECjUZjHJdSMk2BEKX5/MjnZBRmEOIVwoDQAWrHqVCK9P+7215WgLB+y08uJz4nngDXAJ5u+rTacWzOQ3UfwtPRk9isWPZd2lfux6tQBWBESoRxObBZnWYZ56cStqfkRB6ZGimrFIhSnbhyglWnVgEwvcN06f27Q/nF+cav5f3WuiXnJfN1xNcAvNT6Jdwc3VROZHvcHd15oPYDAKw+u7rcj1dhCkC9oueD/R8AMLj2YFoEtFA3kFCVv6s/DX0bArD30l6V0whLpNPreHfvuygo3F/rfjpU7aB2pAonX2soAB3tHKV4tnKfHf6MfG0+zSo34/5a96sdx2Y9XNew/vbWuK2kFaSV67EqTAH417m/iEyNxN3RnZdbv6x2HGEBugR1AWBn/E6VkwhL9O3xb4lKi8LT0VOWsbpLJQWg9AZZt/2J+1kfvR4NGt5o94ZMkaSi+r71aeLXBK1ea5yKp7xUiN9ycl4ynx42rAE7vvl4uetXANAt2DBv0vb47WadPV1Yvn2J+1h8bDEA09pNk/eMu5SnNaz/K5d/rVeRroj3970PwLD6w2ji30TlRKJkiNOhpEPlehyLLwD1ip7pu6aTWZhJQ9+GjGgwQu1IwkI0r9ycqu5VydPmsTtht9pxhIVIzktm2o5p6BU9Q+sMZUidIWpHqrBKegClALRe30d+T2xWLP6u/kxuNVntOAJo5NcIgNPpp8v1OBZfAP4c9TP7EvfhYu/Ch90+xNHeUe1IwkJoNBr6hfQDYH30epXTCEtQrC9myvYppBWkUa9SPd5s/6bakSo0KQCtW1xWHN9EfAPA1LZTZW1sC1HPtx4AibmJ5TrXrUUXgFcv3P5am9eo5V1L5UTC0gyuPRiAsLgwuRtY8Hn454Qnh+Ph6MG8HvNkDdN7VKQzTAPjZCdTwFijryK+okhfRIeqHegf0l/tOOL/eTl5GedgDIsLK7fjWGwBqCgKM/fOpEBXQLvAdgyrP0ztSMIC1a1Ul+aVm6NVtMYpgoRt2nxhM0tPLAXgvc7vUdOrpsqJKj5HO8MVF61eq3ISYWqJOYlsiN4AwORWk9FoNConElcruRv42+PfGpdjNDWLLQC/i/yOA0kHcLF3YWbHmfLHKUpV0lDWnl+rchKhlk0xm5i6fSoAIxuNpE/NPionsg4lBWCxvljlJMLUlp1YhlbR0r5qe7nxwwINrz8cTyfDpND/XfyvXI5hkQXgpthNxku/r7Z5lepeshyNKF3vmr2x19gTkxlDXHac2nGEmf16+lem7piKVtEyIHSATBNlQiVjrqUAtC4ZBRmsObsGgHFNxqmcRtyMh5MHTzR8AoBvIr5BURSTH8PiCsCIlAim75wOwBMNn+CxBo+pnEhYOi8nL+PE4DInoO1QFIUlx5bw3r73UFAYXn84H3b90NhrJe6d9ABapzXn1lCgK6Chb0OZIN2CPdHgCVwdXDmdfpqdCaY/t1lUAZhXnMe0HdMo0hfRo3oPprSZonYkUUGUzAlYHo1EWJ6soiwmbZvEoqOLAHim6TNMbz9dJrA1MSkArY9Or+PX078C8HiDx2V4lQXzcfFheP3hAHwd8bXJewEt6t3y00OfEp8TT6B7IHO6zMHezl7tSKKC6BrUFYCDSQeNU1cI63Qq7RTD1w0nLC4MRztH3u7wNpNaTZITWTkoWf6tWCcFoLXYmbCThJwEvJ29jRMOC8s1uvFoHDQOHEs5RlJukkn3bTEF4O6E3fx6xvCp5P3O78t8ROKO1PGpQ1X3qhTqCjmYdFDtOKKcbL24lSc3PEl8TjzV3KuxfMBymSGgHMkYQOuiKArfHv8WgKF1hso0SRWAv6s/lVwqAZBZZNo5AS2iACzWF/PBgQ8AGNFgBO2rtlc5kahoNBqNsRdwW9w2ldOI8rD5wmZeDXuVQl0hXYO68uugX2ns31jtWFatZP4/KQCtw86EnRxLOYazvTOjGo1SO464Te6O7gBkF2WbdL8WUQCuPrOaC1kX8HXxZVKrSWrHERVUydQf/8b+K5esrMz2uO1M2T4FraJlYOhAFvZaiLezt9qxrJ6XsxdgWBEktzhX5TTiXiiKwqIjhjGzjzd4nMpulVVOJG6Xn6sfgMkXO1C9AMwrzuPLY18C8Hzz542VrhB3ql1gOyq7ViarKEtuBrEil3MvM333dHSKjsG1BzOnyxzj2DRRvrycvPBzMZx8YjJjVE4j7sWWi1uISovCzcGNsU3Gqh1H3IEgjyAAEnISTLpf1QvAH07+QFpBGjU8a/BIvUfUjiMqMHs7ewaGDgQMEwOLik9RFN7Z8w6ZhZk09G3IzI4z5eYwM6vlY1iC81TaKZWTiLul0+uMvX8jG400jikTFUM1j2qAlRWAOUU5LD+5HICJLSfK/F3inpVcBt51aZcsX2UFDl0+xJ5Le3C2d+bDbh8ab0oQ5tMusB0Av535rVwmoxXlb2PsRs5nnsfTyZNRjWXsX0VTzf3/C8BsKyoAfz3zK9lF2YR6h9I3pK+aUYSVaOrfFB9nH7KLsjmafFTtOOIelXxAHFJ7CLW8a6mcxjYNqz8MZ3tnTqaelDvsK6BifTFfHjUMsxrTeAxeTl4qJxJ3KtQ7FIBzGedMul/VCsACbQE/nvgRMCxFIxO4ClOwt7OndZXWgFyyquguZl0kLC4MgCcaPaFqFlvm6+LLg3UeBOCLo19IL2AFszJqJRezL+Lr4mtcWkxULPUq1cNOY0dKfgopeSkm269qVdef5/4ktSCVqu5VGVhroFoxhBWq6l4VgJR80zUUYX7fHP8GBYUuQV2k909lzzR9Bic7J8KTw9l9abfaccRtismMYeGRhQC80OIF3BzdVE4k7oaboxuhXoZewJOpJ022X1UKwGJ9MUsjlwIwpskYGfsnTKpkegNTz5ouzOds+lnWnl8LwPjm41VOI6q4VzGuy74wfKH0AlYAWr2Wt3a9RaGukI5VO/JovUfVjiTuQSO/RoAVFIAbYzZyKfcSfi5+DK0zVI0IworV9KwJwIWsCyonEXdrYfhC9Iqe+2reR7PKzdSOI4BxTcfh5uBGVFoU/138T+044ha+O/4dEVci8HD0YFbnWbJUYgVnFQWgXtEbl6IZ1XiULEUjTK5kwGxMZoz0VFRA+xL3ERYfhr3GnoktJ6odR/w/XxdfRjYaCcCiI4vQ6XUqJxKl2Ze4j8XHFgPwRvs3CHQPVDmRuFdWUQBuubiFmMwYPJ08GVZP1vAUplfdszr2GnvytHkk5yWrHUfcgeS8ZF7f8ToAj9R7xFjMC8swuvFovJy8iM6M5u+Yv9WOI27icu5lpu2Yhl7R82CdBxlce7DakYQJNPBtgAYNyfnJJlsRxKwFoKIofBPxDWBY89fDycOchxc2wtHekeqe1QGIyZLVCyqKYl0xr4a9SmpBKnUr1eWV1q+oHUlcx9PJ07iKxOKji2WNYAtTrC/mte2vkVaQRv1K9ZnefrrakYSJuDm6GSeEjsuOM8k+zVoA7rm0h6i0KFwdXOV2dFGuQrxDAFm+qiL55NAnHE05iqejJ/N7zJc7Fi3U4w0ex9vZm4ScBCKvRKodR1xl3qF5xjb0WY/PZIiVlSm5lH8597JJ9mfWAvCb44bev0frPSpL0YhydfU4QGH5/jz3Jz+f+hmA2V1mU8OrhsqJRGncHN1o7NcYgOiMaJXTiBL/xP7DiqgVALzf5X2qe1VXOZEwtSpuVQC4nFfBCsDwy+EcvnwYRztHRjWSpWhE+SqZMyk2M1bdIOKWVp1axTu73wEM8831rNFT5UTiVkrmZTyfeV7lJAIgIiWCt3e/DcDYJmPpVaOXyolEeSgpAE01xZmDSfZyG0ru/B1SZwhV3KuY67DCRgV5BAGQmJuochJRGkVR+OrYV8a7FYfXH84LLV5QOZW4HSVjbBNzpH2pLTozmhe2vEC+Np/O1TrLnfNWzMvZsIxfTnGOSfZnlgIwKjWKnQk7sdPYMbbxWHMcUti4qh6G1UAScxNRFEXmwLJA88Pn833k94BhsufxzcfL76mC8HTyBCC7OFvlJLbtcu5lntv8HBmFGTTxa8K8HvNwsDNbv44wM1cHVwDyivNMsr9yvwSsKAoLjiwAYEDoABmXIMwi0M0wWLZQV0h6YbrKacT1NkRvMBZ/b7R7gwktJkjxV4F4Of1/T0SRaXoixJ3T6XVM2TGFpNwkQrxC+KLPF3LjlJVzczD8fvO1+SbZX7kXgFsubmF3wm4c7RxlSSdhNld/CtYrehWTiOudTjvNjD0zAMOYvxENR6icSNypkh7ArKIslZPYruUnl3Mk+QhuDm4s7rMYXxdftSOJclZyV3eFKAB1eh2fHPoEMKz5W9OrZnkeTggjnfK/VQocNHJJxFLkFOXwctjLFOgK6Fyts4z5q6BKpqNIyk2SFUFUcC79HAuPLARgWrtpxjGZwrqVrGxlpzFN6VauBeDBywdJyEnA08mTp5s+XZ6HEuIa1xSAMibGYiw7sYy47DiCPIL4qNtH2NvZqx1J3IUqblVwsHOgWF8sq+2YWVpBGq9uf5VifTHdgrsxtM5QtSMJMyk5r1WIAnDtubUA9A/pbxy8KIQ5ZBUaLk3ZaexwdnBWOY0ASC9IZ/nJ5QC81uY1vJ29VU4k7pa9nb3xTvv4nHiV09iOzMJMnvn3GaIzowlwC2Bmx5kydtaGlCwB5+PsY5L9lVsBmFecx38X/wOQtQiF2SXkJACGngpHO0eV0wiAn0/9TJ42j4a+Deldo7faccQ9CvYIBiA+WwpAc8gqyuLZzc9yJv0M/q7+fNf3Oyq7VVY7ljCjcxnnAKjlU8sk+yu3AvC/i/+Rr82nhmcNmlduXl6HEeKmSgrAkl4Koa58bT6rTq0CYFzTcdJrYQWCPQ0FoKnWJRWlyy3OZfx/4zmZepJKzpX4tu+3xuUuhe0oWXmnjk8dk+yv3ArAksu/g2oPkjd7YXYlBWDJ4tlCXeuj15NRmEGQR5D0/lkJYw+gXAIuV3nFeUz4bwIRKRF4OXnxTd9vqO1TW+1Ywsx0ep1x5R1T/f7LpQBMzEnkQNIBwFAACmFuJQVgyUlKqGvNmTUAPN7gcbkpx0qU9AAmZCeonMR6FeuLeWX7K4Qnh+Ph6MHXfb+mvm99tWMJFcRkxpCvzcfNwY2anqaZUaVcCsB/L/yLgkLrKq3lEpxQRclJKchT/v7UFp0RTWRqJA4aBx6o9YDacYSJyCXg8qUoCu/tfY/dCbtxdXDlyz5f0tivsdqxhEpOpJ4AoKFfQ5PNnlAuBeCO+B0A9KnRpzx2L8QtlVyWkg8g6vvr/F8AdAnugp+rn8pphKmUrLaTXphOsb5Y5TTW5/vI7/nj3B/YaeyY220uLQJaqB1JqOhk6kkAGvk1Mtk+TV4AZhVlEX45HIDuwd1NvXshbkmr13I59zIgBaDadHod68+vB2BI7SEqpxGmVLIaCEB2kawJbEq7E3azINywhOrr7V6ne3U5l9q6PK1h/V9Trvhi8gJwf+J+tIqWUO9QWfdXqCI5LxmtosXBzoHKrjJNgpoOJB0gOT8ZH2cf+UBoZezt7PF0NBSBmYWZKqexHnHZcUzdMRUFhYfrPsxj9R9TO5KwAE52TgAU60zX227yAjDySiQAbaq0MfWuhbgtxjuA3avJShMq2xa3DYDeNXrjaC/zMVobL2cvQApAU4nPjueZf58hqyiLZv7NeLP9mzKLhgDAyd5QABbpi0y2T5MXgOVxnVqIO1EyWab0QKtLURTC4sIA6FG9h5pRRDnxcjIUgFlFWSonqfguZF1gzD9jSMhJoLpndeb1mGc86QtR8gG6SGehBaCiKESlRQGGO1WEUMOR5CMANPeXCcjVdCb9DIm5ibjYu9C+anu144hyULKcn/QA3psr+Vd45t9nSMpNItQ7lGX9l1HFvYrasYQFKbkEbMoC0KQTciXmJpJZmImDnQN1feqactdC3LZjyccA5K45lf0U9RMAHat1lLXArZT0AN67Ql0hk7dOJjE3kRCvEJb2Wyp3y4sblCxpaso77k3aAxiVauj9q+tTV7quhSr0ip6kvCTAdLOlizsXnRltnP5lXNNxKqcR5aWkBzCrUArAu/XDiR+IuBKBt7M3i3ovkuJP3FTJeHadojPZPk1aAF49UaEQasgpzkGv6IH/nZyE+S06sgi9oqdH9R6yFrgVkx7Ae3Ml/wrfHf8OgDfavUFNL9Os8CCsT8l5zV5juhsbTVoA7r20F4Bm/s1MuVshbltuUS5g6C53tndWOY1tOpV2is0XNqNBw6SWk9SOI8pRSW9VUm6SykkqpkVHFpGnzaOJXxMGhA5QO46wYBmFGQAmHU5jsgLwcu5lIlMj0aCRSSuFarSKFkDWm1XR1otbAehVoxd1K8lYYGtWx6cOAGczzqqcpOLZc2kPq8+uBuC1tq9hpymXhbmElTiTfgbApO+pJvuLO5B0AICm/k3xd/U31W6FuCPl0U0u7sz+xP0AdAnqonISUd5qedcC4GLWRWPbE7eWWZjJ27vfBuCx+o/RukprlRMJSxeTEQP870OXKZisACyZfFcG3gs1lVz2LdAVoCiKymlsT742n4grEQC0C2ynchpR3kruSHS2d5YerDvw4YEPSc5LpqZXTV5u/bLacYSFK9IVkZyfDJh2eVOTtdiSMSCB7oGm2qUQd6xkULpWryVfm69yGttzNPkoWr2WQPdAqnvKRNzWLrPIMP9fyYog4tY2X9jM+uj12GnsmN1lNm6ObmpHEhauZG17Z3tny1wLODU/FYDKbrL2qlCPq4Orcfyf3JlofiVDQdoFtpMlrGxAgbYAMO3AdGuWWZjJ+/veB2Bck3Fyh7y4LeczzwNQ3bO6Sd9XTVYA5usMvS1uDvJpRqhHo9HgYu8C/O/kJMynpABsG9hW5STCHIzTwMg8gLfly2NfklaQRm3v2oxvPl7tOKKCMK6w5mvaKfZMVwD+/+U2FwcXU+1SiLtSMgm5KWdMF7eWW5zLiSuGuUBl/J9t8HH2AQyXguUmkLKdzzjPqlOrAJjWbppxbVchbuV4ynEAGvk1Mul+TVYA5hXnAXIpQKivZDC6KWdMF7d2+PJhdIqOYI9gqnlUUzuOMIOSAlCv6MkuylY3jAUr1hczc89MdIqOXtV70bFaR7UjiQpCp9cZ17c39d3iJisAS8ZbyeoLQk2KohgvR5VcnhLmcTDpIADtq7ZXOYkwF0d7RzwcPQBIL0hXOY3l+uLIFxxNOYqHowdT2k5RO46oQM6knyGnOAcPRw/qVapn0n2brgD8/5Out5MUgEI9WUVZFOmLgP/1TojypygKYXFhgIz/szUeToYCUHoAb25f4j6+izQs9/Zup3cJ9gxWOZGoSEomgG7k18i4HrCpmKQALNAWUKAzDLiXHkChpm1x2wAI8QqR6RXMaG/iXmKzYnFzcKN7sKwEZItkHsAbKYrCvEPzABhWbxh9Q/qqnEhUNOcyzgEQ6h1q8n2bpMVmFhrmgrLX2BsvBwihhvXn1wMwqPYglZPYlp+jfgbgwToPGnuEhG0ouflDCsAbbY3bSlRaFG4ObkxsOVHtOKKCKdYX83f03wC0qdLG5Ps3TQH4/5OBejt7y9xfQjVJuUnGaUjur3W/ymlsx8Wsi+yI3wHA4w0eVzmNMLeSFXekALyWXtGz+OhiAJ5o+AQ+Lj7qBhIVzr+x/5KSn4Kfix+9a/Q2+f5N2gMog+6Fmv6O/hsFhdZVWpt0uRxRtpWnVqKg0DWoKyHeIWrHEWZW8qFf7rq/1paLWziTfgZ3R3dGNx6tdhxRwRTrill0ZBEAIxqOKJdpg0xSAJY0/JIVGIQwN0VRWB/9/5d/a8nlX3O5mHWRX0//Chh6OYTtKVl/u0hXpHISy3F975+MjRd36rczvxGfE4+/qz9PNnyyXI5hkgLQ0c5QmWr1WlPsTog7djr9NOcyzuFk58R9IfepHccmKIrC7P2zKdIX0alaJzpV66R2JKGCkgKwUFeochLLsSlmE+cyzuHh6MGoRqPUjiMqmNziXJZELAFgfPPx5XZDo0kKwJKePykAhVrWnV8HQPfq3WUogplsit3Enkt7cLJzYnr76TL+10ZJAXitrKIs5h6aC8DoxqOl90/csWUnlpFWkEaIVwhD6w4tt+OYtACUpbeEGhRF4d8L/wLwQK0HVE5jG7KKsvj44McAPNPsGWp41VA5kVCLFIDXmn94PlfyrxDiFcLYJmPVjiMqmLSCNH448QMAk1pNMl5hLQ9yCVhUeBeyLpCUm4SjnaMssWQmi44skpOcAP639rYUgLA9bju/nfkNgHc6vmP82Qhxu1adWkW+Np9Gfo3oU6NPuR7LtJeAFSkAhfntT9wPQIuAFrIWtRlcyLpgvPFjeofpcpKzcS72LoDcBBJ+OZxXt78KGCZ9lhVxxJ3K1+az6tQqAMY2GVvuw2pM0wOoMfQAFuvkErAwv/1JhgKwXWA7lZPYhkVHFqFTdHQL7kaHqh3UjiNU5unkCUByXrLKSdRzOu00L255kUJdId2Cu/F6+9fVjiQqoHXn15FemE6QR1C5zPt3PdMUgPZyCVioQ6/ojZM/SzFS/k6mnmRT7CY0aJjUcpLacYQFaOzfGIBjKcdUTqKOs+lneXbzs2QXZ9MqoBWfdP+kXMdtCev1+5nfAcPUQeaYVs8kR5BLwEIthy8fJrMwE3dHd+OJSJSfheELARhYayD1feurnEZYgga+DQBDIWRrzqSf4el/nia9MJ1Gfo34vPfnMgxF3JXTaaeJSovCwc7BbHPZmnTtHr2iNy4LJIQ5lKxB2z+kv3zqLmcHEg+w+9JuHDQOvNDiBbXjCAsRlx0HYHOr76QVpPHc5udIL0ynsV9jvr7va5mCSty1knHVPYJ7mG3ZQJMUgPnafABcHVxlLjBhNtGZ0WyN2wpQbjOlCwNFUZgfPh+AR+o9QnXP6uoGEhYj8kokAE38m6icxHwURWHG7hlcyb9Cbe/aLLlvicz3J+5aUm4Sa86tAQzLvpmLyQtAIcxBURTm7JuDXtHTo3oP6lSqo3Ykq7Y3cS/HrxzH1cGV55o/p3YcYSGyi7LZdnEbAE39m6qcxnw2xmwkLD4MRztHPur2kRR/4p4siViCVq+lbWBbs949bpICML0gHUC6v4XZbIrdxP6k/TjbOzOt7TS141i9n6J+AmBonaH4u/qrnEZYik8PfUpyfjI1PGvQo3oPteOYhU6v48tjXwLwbLNnZSysuCfnM86z5qyh98/cQ2tMUgBeyrkEQDWPaqbYnRBlyinKYe5Bw1JLTzd9mmDPYJUTWbcLWRfYEb8DMO/lCWHZ/rvwH6vPrgbg3U7v4uLgonIi81gXvY7YrFi8nb0Z2Wik2nFEBffZ4c/QK3p61+hN6yqtzXpskxSAibmJAFR1r2qK3QlRpsXHFpOSn0INzxqMaTJG7ThWb+WplQB0DepKTa+aKqcRluBo8lFe32mY6+7Jhk/SJrCNyonMI7som/mH5wOGiXrdHd3VDSQqtIScBLbHb0eDhpdavWT245ukAEzNTwWgsltlU+xOiFLFZ8cbC5I32r9hXIdUlI/kvGTj5Qm50UYAZBZmMnnbZAp1hXQP7s6rbV5VO5LZLD66mNSCVEK8QhjZUHr/xL3ZEL0BMCxiEOIdYvbjm6QAzCjMAMDH2ccUuxOiVIuPLkar19Kxake6BHVRO47Vm3d4HvnafJpVbibrLAsAvo/8nrSCNGp51+Ljbh+bZcJaS3Am/cw1Hz5LFkAQ4m79d/E/wDCvqhpMUgBmFmYCyJ1QolydST/D+uj1AExuNVnlNNbvUNIh/o7+Gw0aprefLlM8CRJyEow3BL3S+hXcHN1UTmQeiqIwe99sdIqO+2reR6dqndSOJCq4zMJMolKjAFTrzDBJAWinMexGJoEW5enz8M9RUOhbs6+s+lHOtHotHxz4ADDM+9fIr5HKiYTatHotb+x8g0JdIW2qtKFbcDe1I5nNtrhthCeH4+rgypQ2U9SOI6zAoaRDKCjU8q5FgFuAKhlMUgCW3P1VMh+gEKZ2Ou00YfFh2GvsebHli2rHsXprz6/lTPoZvJ29Zc1fAcA3x7/hSPIRPBw9eK/zezbVI/zHuT8AeKz+Y1T1kJsdxb3bl7gPgPZV26uWwSQFYBW3KoDh8oAQ5aHk0m/P6j0J9Q5VOY11K9IV8dWxrwB4pukzZluWSFiuXQm7WHJsCQDTO0y3qamXMgsz2RW/C4AhdYaonEZYi/1J+wErKABr+9QGIDoj2hS7E+IaOr2ODTGGu6UeqPWAymms35qza0jMTaSya2WG1x+udhyhsoiUCF4JewWdomNI7SE21wZPpp5Eq2ip7lndeK4T4l4k5yUTkxmDncaONlXUm0LJpAXg+czzptidENc4dPkQyXnJeDp50jW4q9pxrFpecR7fRHwDwDPNnrGZyX3FzcVkxvDClhfI1+bTuVpnZnScoXYkszuTfgaA+pVkxQ9hGpsvbAagoW9DVW+eNUkBWHJJLj47nmJdsSl2KYTR39F/A9AvpB9O9k4qp7FuP5z4geT8ZII8gni47sNqxxEq0it6pu2YRkZhBk38mjCvxzybnPokNisWgFo+tdQNIqxCsb6YH0/8CBiW1lSTSQpAD0cPABQUivVSAArTySrKYlPsJkAu/5a3y7mXWXpiKQAvtX5Jim0btz56PVFpUXg4evB5789tZsqX6yVkG8a2B3vYzrhHUX62XNjCpdxL+Lr4qj6m1CQFoL2dvfFrKQCFKa0+s5p8bT71KtWjVUArteNYtYVHFpKvzadlQEv61eyndhyhotziXBaELwAMQwH8Xf1VTqQOnV7H2YyzADZ144soPyXj2R+u+7DqQ2xMUgA6aBzwdPIEICk3yRS7FIJifbFx0tknGz5pU9NOmNuJKydYe34tAFPbTpWftQ3T6rW8uv1VkvMMQwGeaPiE2pFUsy9xH1fyr+Dl5EWzys3UjiMquJyiHHYn7AYMQ5rUZpICUKPRUMvbMD4iJjPGFLsUgrXn1nI57zJ+Ln6qLZVjK+YdngcYLrM38W+ichqhFkVRmLN/DrsTduNi78In3T+x6fW2S9bBfqDWAzb9cxCm8df5vyjSFxHqHUq9SvXUjmOaAhAwFoDRmTIVjLh3xbpilkQY5h0b22SsvPmWozPpZziQdAAHjYMssWfjfjz5I7+d+Q0NGj7q9pFNfxhIL0hna9xWAIbWVXewvqj4dHody08uB+CJBk9YxFUWKQCFRVoXvY7E3ET8Xf0ZVn+Y2nGs2m+nfwOgZ42eBLoHqpxGqOXElRN8dvgzwDAMoFeNXionUtehy4fQ6rXU8alDA98GascRFdzOhJ0k5CTg4+zD4DqD1Y4DmLAALJkK5lz6OVPtUtiw38/8DsCoRqNUHyhrzfKK81gXvQ5ACm0bVqAt4I1db6BTdPQL6ceTjZ5UO5LqCrQFAKqt0yqsy9aLht7kgaEDcXVwVTmNgckKwGaVm6FBw/nM83IjiLgnESkRHL9yHAeNA4NrW8YnJWu1IWYDucW51PSqSbvAdmrHESpZeGQhMZkxVHatzFvt31I7jkUo1BUC4Ghne3MfCtMq0hWxPX47AD2q91A3zFVMVgBWcqlE88rNAdgRv8NUuxU2RqfXMXv/bAAG1hqIn6ufyomsl6Io/Hr6VwAerfcodhqTvR2ICuRg0kHj2KSZnWbK2s//L70gHQAfZx91g4gK789zf5JWkEaAa4CqS79dz6Tv+N2CuwGwM36nKXcrbMiq06s4mXoST0dPXm79stpxrFrklUii0qJwsnNiSG1Z5N4W5RTl8NYuQ4/fI/UeMb6HC0gtSAWQD6HinuQV5/F1xNcAjGs6zqJW0ymXAnBf4j7j+AkhbldcVpxx8tmXWr9ks5PPmsuvZwy9f/1C+kmvj436+ODHXMq9RJBHEK+1eU3tOBYlNf//C0AXKQDF3fs64msu512mqntVHq5nWctrmrQArFepHlXcqlCgK+Bg0kFT7lpYOb2iZ8beGeRr82kb2JZH6j2idiSrllmYyaYYwxJ7cvOHbQqLC+OPc3+gQcPsLrNxd3RXO5JFKekBlA+i4m5dzLrIDyd+AOCNdm9Y3HRmJi0ANRoN3YO7A/BP7D+m3LWwcr+d/o2DSQdxdXDl3Y7vyni0crbu/DoKdAXUrVTXOHZX2I60gjRm7JkBwOjGo2ldpbXKiSyPsQdQLgGLu/TVsa/QKlo6B3WmZ42ease5gcnPsvfXuh+AzRc2k1ecZ+rdCyt0KeeScSWKSS0nUd2rusqJrJtOrzNe/h1Wb5hFTEgqzEdRFN7f9z5pBWnU8anDiy1fVDuSRTKOAZRLwOIuRGdE83fM3wBMbDlR5TQ3Z/ICsGVAS6p7VidPm8eWi1tMvXthZfSKnhl7ZpCnzaNlQEtGNByhdiSr98XRL4jJjMHNwY0Haj2gdhxhZn/H/M3mC5tx0Dgwp8sci7ssZQmK9cVkFmYC0gMo7ly+Np/Xd76OXtHTs3pPGvs1VjvSTZm8ANRoNAyqPQiAv879ZerdCyuz5NgS9iXuw9nemVmdZsml33K2+cJmvjn+DQBvdXgLDycPlRMJc0rKTWLOvjkAPN/8eRr6NVQ5kWXKLso2fu3hKG1E3Jn39r5HVFoUlZwrMa3dNLXjlKpczrYlk/fuT9rPqbRT5XEIYQW2x21n8bHFALzd4W1CvEPUDWTlzqafZfqu6YBhhZWSD2rCdry7912yi7Np6t+UcU3HqR3HYvk4+xgLP1neVNyJ8MvhrIteh73Gnk97fEqQR5DakUpVLgVgkEcQ/UP6Axin9RDiaok5ibyx6w0AHqv/GEPqyDx05SmzMJPJ2yaTr82nfdX2MseiDTqUdIhdCbtwsHNgdpfZONg5qB3JYtlp7Iy9oydTT6qcRlQUWr2WTw99CsBDdR+ibWBblROVrdyut01sOREHjQO7EnbJlDDiGlq9lmk7p5FdZOiJmNp2qtqRrJqiKLy7913isuMI8gjik26fyMnfBn0V8RUAD9V5yLh2uyhdQ19DARiVFqVyElFRfHroUyKuRODq4Mr45uPVjnNL5VYA1vCqYZz0cH74fBRFKa9DiQpEURQ+PfQpR5KP4OHowUfdPrKomdGt0fro9cZB/5/2+FQmfbZBR5KPsD9xPw52DnLp9zY18msESA+guLXMwkymbp/KiqgVAMzuMpvKbpVVTnVr5Tri/vnmz+Pq4EpESgRrz68tz0OJCmLZiWXGRjKz00yqe8qUL+XpUs4l5uw3DPof32K8xd6NJsqPXtHzxdEvABhSewjVPKqpnKhiKGkrUalRMqWZKFVmYSbj/hnHxtiN2Gvsmdp2KvfVvE/tWLelXAtAf1d/xjYZCxgGHx9KOlSehxMW7qeon4zz/b3W5jX6hfRTOZF1UxSFt3a/RU5xDi0qtzC2RWE7MgszmbBlgqH3T+PA002fVjtShVHTqyY1PGtQpC9iZ4Ksby9ulFecx4QtEzidfho/Fz9WDFzByEYj1Y5128p9zo1nmz3LfTXvo1hfzORtk+WOKhv17fFv+fDAhwCMbTKW0Y1Hq5zI+m2L28bBpIO42Lswp8scGfdnY2IyYxi+fji7E3Yb/ga6ziHYM1jtWBWGRqOhT80+gGH6JCGuVqQrYtK2SUSkRODl5MWS+5bQxL+J2rHuSLkXgHYaO+Z0mUOzys3IKspiwn8TjEvsCOunKAoLwxca7wYf33w8L7V6Sd1QNkCn1/H5kc8BGNlopKyuYmPytfm8vO1lEnISCPYIZsXAFQwIHaB2rAqn5FLejvgdFOmKVE4jLMnC8IXsT9yPm4MbX/b5kvq+9dWOdMfMMuuui4MLn/f6nOqe1UnISeCt3W/JTSE2IDYzlolbJxonHn6l9StMaDFBlh4zg79j/uZcxjm8nLx4qslTascRZvbJwU84n3kef1d/VgxcUSFPTpagkV8j/Fz8yNfmcyzlmNpxhIXYc2kPP5z8AYAPu35Is8rNVE50d8y27IKviy8Ley7Eyc6JXQm7WHV6lbkOLcwsszCTjw9+zNC/hrI9fjv2Gnumt5/OmCZj1I5mEzILM5l3yDDWcmyTsXg5eamcSJjTr6d/Na71PLvLbFnK7B7YaezoVK0TYDjpC5FRkMFbu94CYHj94fSs0VPlRHfPrOtu1alUxzgB7ccHP2Z/4n5zHl6UM61ey6pTq3jgjwdYfnI5WkVL16CurBm8hscaPKZ2PJvxyaFPSC1IJdQ7tEINSBb3bvOFzby/730AJjSfYCxexN3rWK0jIAWgMPjgwAek5KcQ6h3Kq21eVTvOPTH7wqsjGo6gb82+aPVaXtr2EqfTTps7gigHcVlxDFs/jNn7Z5NRmEFt79p81ecrFvdZTC2fWmrHsxl7Lu3hz3N/okHDrE6zcLJ3UjuSMJNTaaeYtmMaCgqP1nuU55s/r3Ykq1BSAJ5MPUlKXorKaYSatl7cyoaYDdhp7JjdeTauDq5qR7onZi8A7TR2zOk6h9ZVWpNTnMOE/yaQmJNo7hjChE6mnuTJjU9yNv0sPs4+TG8/nd8H/07noM5qR7MpecV5zNo7CzB80GoR0ELdQMJs9Iqe9/a+R7G+mO7B3ZnefrqMtTURf1d/Wga0BGDlqZUqpxFqSchJ4J097wAwpvEYmlZuqnKie2f2AhDA2d6ZBT0XUMenDsn5yYz/bzyZhZlqRBH3aO+lvYzZNIa0gjQa+DYwXu6VKUfM7/Mjn5OQk0A192pMajlJ7TjCjNacXUPElQjcHd2Z0XEG9nb2akeyKiXTVq06vYpCXaHKaYS5FeoKeSXsFTILM2ni14QJLSaoHckkVCkAAbydvfmyz5cEuAZwPvM8U7ZPQafXqRVH3IWNMRuZsGUCedo82ge2Z2m/pRVi+RtrdDT5KD9F/QTAjI4zcHN0UzmRMJf0gnTmh88H4IUWL0gbLAc9q/ckwDWA7KJsDiQeUDuOMCOtXssbO9/gZOpJfJx9mNdjntUMrVGtAAQIdA9kcZ/FuDq4sjdxLx8e+FCKwApixckVTN0xFa1eS7+QfizusxgPJw+1Y9msTw59goLC4NqD6RQkA/9tyYLwBWQWZlKvUj0eb/C42nGskp3Gzni358IjCynWF6ucSJiDXtEzY88MNl/YjKOdI3O7z6WqR1W1Y5mMqgUgQH3f+szqZBi3tOr0Kp777zkyCjLUDSVKpSgKnx3+jI8OfgTAiAYj+Ljbx1bziagiirwSybGUYzjaORrvshe24VjKMVafXQ3AWx3ekqEX5ej55s/j4+zDqbRT/HH2D7XjiHJWpCvi7d1vs/b8Wuw19sztPpcOVTuoHcukVC8AAfqH9ufjbh/j6uDK/sT9jN40mqTcJLVjiesU64t5a/dbfB/5PQCTW03m9XavY6exiD8jm/Vz1M8A9Avph7+rv8pphLlo9VrjlC9Dag8x3qggyoe/q7/xzuofTvwgV6us2JX8K4z9Zyxrz6/FTmPH+13ep3eN3mrHMjmLOXMPCB3ATwN/oopbFaIzoxm5caSsG2xBknKTGP/feOOnoVmdZvF006flTkOVXc69zKbYTYChN1bYjl9O/8KptFN4OnlKz6+ZDK0zFC8nLy5mX2Rb3Da144hyEJcVx/D1wzmWcgxPJ0++7PMlD9R6QO1Y5cJiCkCAupXqsnzAckK8QkjKTWL0xtEcTzmudiybplf0rD6zmqF/DWV/4n5c7F1Y0HMBQ+sOVTuaAL6O+JpifTGtAlpZxbQE4vZcyb/CoiOLAHip1Uuy2oeZuDm6Mbz+cACWnlgqS5pamczCTCZsmUByXjKh3qGsvH+lVU+mblEFIEBVj6r8OOBHmvg1IaMwg3H/jmNH/A61Y9mkqNQoRm0cxcy9M8kpzqFZ5Wb88sAvdK/eXe1oAojLjmPN2TUATGw5UeU0wpy+PPolOcU5NPZrzMN1H1Y7jk0Z0XAETnZORKREcCBJ7gi2FsX6Yl7d/iqxWbFUcavCd32/o6ZXTbVjlSuLKwABKrlU4rt+39Gxakfytfm8sOUFZuyZQVZRltrRbEJUahQvbXuJYeuHcSzlGK4OrrzW5jV+7P+jrOphQb469hVaRUunap1oE9hG7TjCTC5kXTDe+PFam9dkzj8z83f156G6DwEwa+8s8orzVE4kTOHLo1+yP3E/rg6ufNH7C5uYTskiC0AwdLV/0fsLHqtvWEN2zdk1DPlzCP9d+E/lZNbreMpxXtzyIsPWD2PLxS1o0DAgdABrH1zL6Maj5URjQaIzolkfvR6Q3j9b88WRL9ApOroGdZXCXyWTWk2iilsVLmZfNM6IICquK/lXWH5yOQCzOs+ivm99lROZh8UWgACO9o5M7zCdH/r/QIhXCFfyr/By2Mu8GvYq2UXZasezGkeTj/L85ucZsWEE2+O3Y6exY2DoQP4Y8gcfd/uYQPdAtSOK63xx9Av0ip5e1XvRxL+J2nGEmfwb+y8bYzcChrvwhTo8nTyZ3WU2dho71pxdw+9nflc7krgH3x7/lgJdAc38m9GvZj+145iNRqkgo1gLdYUsObaEpZFL0SpaqntWZ16PeTTwbaB2tArrdNpp5h6ay/7E/QDYa+y5v9b9PNP0GUK8Q9QNJ0oVnRHNkL+GoEHD74N/p16lempHEmZwJPkIT//zNEX6Ip5s+CTT2k1TO5LN+/b4tywIX4CjnSPL+i+jWeVmakcSd+jHEz8y99BcAL6+72s6VuuociLzsegewKs52zszqdUkVgxcQTX3asRlx/HkhidlQs67kFmYycLwhTy2/jH2J+7HQePAw3UfZt3QdczuMluKPwu37MQyAHrV6CXFn42ISo1i4taJFOmL6FG9B6+1eU3tSAIY12QcvWv0plhfzMthL5OSl6J2JHGbFEVh/uH5xuJvVKNRVjfR861UmB7Aq2UWZvLGzjfYmbATgAfrPMj09tNxcXBROZllS8pNYvnJ5fx+5nfytIaBy31q9GFK2ylU86imcjpxO1LyUui3uh/F+mKWD1hOi4AWakcS5WxTzCbe3v02BboCmvo35bt+3+Hq4Kp2LPH/copyGLFhBDGZMfi5+DGr8yy6BXdTO5Yog1avZdbeWfxxztCBNLnVZMY1GWdz89pWyAIQDPPTfXf8OxYdXYRe0VO/Un3m9ZhHDa8aakezOOfSz7H0xFI2RG9Aq2gBw5yLE5pPoE/NPiqnE3di/uH5fBf5HS0DWvLjgB/VjiPKkU6v4/Mjn/Nd5HcAdA7qzMfdPsbLyUvlZOJ6F7IuMHnrZM5nngfgkXqPMKXNFNwc3VROJq6XVZTFlO1T2HNpD3YaO97p8A4P17PNqZQqbAFYYl/iPqbtmEZaQRoejh681eEtBoYOtLlK/nqKohCeHM7SyKVsj99u/H7bwLaMbTKWztU62/zPqCIasHoA8TnxzO0+l/4h/dWOI8pJVlEW03ZMY1fCLgDGNBnD5JaT5U58C1aoK2RB+ALj3aTVPaszp8sc6aW3IOczzvNK2CtEZ0bj6uDKh10/pFeNXmrHUk2FLwDBsBzWlB1TOJJ8BIDO1TrzVoe3CPYMVjmZ+ekVPdvitvF95PdEpEQAoEFDn5p9GNN4jKwWUcGN3DCSoylHmdlxps1+arVmV/Kv8HPUz6w6vYrsomyc7Z2Z1WkWA2sNVDuauE37E/fz1u63SMpNwl5jz0utXmJ049HygVtFOr2OH0/+yOdHPqdYX0yAWwCLei2ioV9DtaOpyioKQDDM4v3d8e/4JuIbivRFuDq48nq71xlaZ6hNNLwLWRf4J/Yf1p1fR2xWLABOdk4MqTOE0Y1HW/2M5rZi8dHFfHnsS7ycvFj1wCqqe1ZXO5IwgSv5V/gm4ht+P/M7RfoiAEK9Q/mg6wc09muscjpxp7KKspi9bzYbYjYAcF/N+3iv83u4O7qrnMy25GvzWR+9np9O/mS8PN8lqAuzOs2yiYmeb8VqCsASsZmxzNo3i4NJBwHoULUDD9Z5kJ7Ve1rdeIxiXTHrotex8tRKTqWdMn7f08mTx+o/xoiGI/B39VcxoTC1Ql0hYzeNJeJKBA/VfYh3O72rdiRxl7R6LSdTT7L5wmZWnVpFga4AgGb+zRjbZCw9a/TETlNhJmoQ11EUhV9P/8qHBz9Eq9cS6h3K/J7zqeUtqymVt8ScRFaeXsnqM6uNK4h5OHowpe0Um+kUuh1WVwCC4TLo0silLDqyyHjTg6uDK71q9KJfzX7U861HoFtghR1Pk1mYydrza1l2YhnJecmAYQ6/DlU70DekL/1C+sknTSt2IPEA4/4dh6eTJ2HDwnCyd1I7krhNGQUZbIzdyN5LezmUdIjs4v9NaN+scjMmtpxI+8D2coKyIkeTj/Jq2Ksk5yfj5uDG+13e576a96kdyypFZ0SzJGIJ/8T+g07RARDkEcSIBiMYWnconk6eKie0LFZZAJa4mHWRtefX8nf038TnxF/zmIPGATdHNwLcAmgX2I7WVVrTyK8RQR5BFvnmezb9LP9e+Jc9CXuITI1Er+gBCHANYFTjUQypPQQfFx91Qwqz0Ol19P29L8n5ySzoucCmBzFXFJFXIll5aiWbYjYZL/GCobe+XWA7htYZSrfgbhb53iPu3ZX8K0zdMdV4ZWpM4zFMajUJBzsHlZNZh/MZ5/nq2Ff8E/sPCoaSpn1ge0Y0HEH34O4VtrOnvFl1AVhCURQirkTwd/Tf7E/cT1x2HMX64ptu6+XkRUO/hrQMaEnbKm1pHtAcZ3tnMyc2SC9IZ1vcNlafXW28oaNE3Up1GdFgBINrD5YeIBv08cGPWX5yOQ/XfZiZnWaqHUfcRIG2gE2xm/jl1C9EpkYav9/QtyF9Q/rSoWoHGvo2lJOTjdDqtSwIX2CcyL1tYFvmdpuLn6ufusEqML2i58cTP7IgfIHxal+v6r14vvnzNn+Dx+2wiQLwejq9jpT8FHKLc4nOjGZ/4n4iUiI4m3EWrV57zbauDq50CepCnxp96FOzT7kXWxkFGfwd8zebL2zmSPIRY0+fg8aBrsFd6Vm9Jx2rdZT1eW3c6jOrmbl3Jt2Du7Oo9yK144jrnEg9wcvbXiYxNxEARztH+of0Z3iD4TTzbyY9fTbs39h/eXv32+Rp8whwC2Bej3k0r9xc7VgVSnpBOlsubmHt+bXG2T+6B3dnYsuJ1Petr3K6isMmC8DSFOmKOJdxjsgrkRy+fJiDSQdJyf/f0j6VnCvxYJ0HGVR7EHUr1TXZcbOLstl9aTf/XfiPrRe3XtM72cC3Af1D+jOkzhC5oUMYbbm4hZe2vUSzys34aeBPascRV9kQvYF39rxDoa6QKm5VeKzBYzxU9yF8XXzVjiYsRHRGNC+FvURMZgwOdg683vZ1htUfJh8MbuFk6km+j/ye/y78Zxzj52zvzNS2U3m03qPy87tDUgCWQVEUTqadZMuFLfx1/i/jDRcA9SrVo2tQVxr4NaCeTz18XXzxdPIs83JOka6I9IJ0MgozuJB1gYiUCCKuRHD8yvFreh4b+DZgcO3B9KrRiyCPoHJ9jaJi2nxhM6+EvUJT/6b8fP/PascRGN4vFh1dxNcRXwPQNagrH3X7SAaei5vKLc7l7d1vs/nCZgAG1x7M2x3eliVNr5NVlMWWC1tYF73OOIYS/jeUYmDoQFnK9C5JAXibtHotO+N3subcGnYl7LrhUnEJe03pBWDJJ5abCfUOpUf1HvQP6U8jv0b3nFdYt28ivmHhkYUMDB3IR90+UjuOzSvWFzNzz0zWnl8LwLgm45jYcqKM7xNlUhSFH078wGfhn6FX9NTxqcOEFhPoXaO3TU8BVKwvZkfcDtZFr2NH/A7jVTF7jT39Q/szpvEYudRrAlIA3oXMwky2XtzK8SvHiUqN4kLWhWumcyiLvcYeH2cfqrhXoal/U5pVbkaLyi1kDWNxR1aeWsmc/XMI9gjm98G/y7Q/KsorzuOVsFfYfWk39hp7ZnScwdC6Q9WOJSqQA4kHmLJjCmkFaYChQ+DZZs8yMHSgTRWCCTkJrD6zmj/P/XnN8Kva3rW5v9b9PFDrAap6VFUxoXWRAtBEivXFZBVmGW/aAIy3o5dwtnfG08nTphq0KB+ZhZk8tPYhkvOSua/mfcztNld6m1RwJf8KL2x5gZOpJ3F1cOWT7p/QLbib2rFEBZRRkMGKqBX8fOpnsosMHQqtAloxo+MMavlY7+TRecV5bI3byrrz69h7aa/xvOnr4svg2oN5oNYD1KtUT8b3lQMpAIWooI6lHOOpTU+h1Wup4VmDJxs9yeDag6U30EwuZl3k+f+eJy47jkrOlfii9xey1ra4ZzlFOfx86me+Pf4t+dp8HOwceLTeo4xuPNoqxoTr9DpOpZ3iYNJBDl4+yMGkg+Rr842Pd6jagUfqPUKv6r1wtHdUMan1kwJQiArs7+i/mbN/jnG5I3uNPXUr1WVY/WE8VOch6RUsJ8dTjvPi1hdJK0gj2COYr+77StbbFiZ1KecSs/fPZkf8DsDQtvuG9GVM4zEVYo47vaLnxJUTxGbFklOcQ2ZhpnGGjZzinGu2DfYIZlDtQQyqNYjqXrK+ublIAShEBZdXnMdf5//i56ific2KNX5fJok2PUVR+PPcn3xw4APytfk08mvEF72/kCmaRLlQFIX9SftZGrmUPZf2GL9ft1JdOlfrTJsqbQjxDqGaRzUc7dTtLcsuyiYuO47YzFj2XNrDzoSdxjGN1/N09KR1lda0CWxDu8B2NPBtIJd4VSAFoBBW5HLuZTbFbuKTQ59gp7Hjt0G/Ua9SPbVjWYULWRf44MAH7E7YDUDnap2Z12Mebo5uKicTtuBU2imWnVjGpphNN8woYa+xp3nl5vQP7Y+XkxfJeclkFmYS6h1KE/8mhHiF3PbVgLziPBJyEriUc4mU/BTytfnka/NRFAUXBxdc7F3ILs4mrSCN5Lxk4rPjic+JJ7Mw84Z9eTh60NivMV7OXng4elDLuxZtq7alQaUGcnXCAkgBKIQVGv/feHYl7MLD0YMPu35I9+rd1Y5UYen0Or49/i1LIpZQrC/G0c6RF1u+yOhGo+UkJswuvSCdfYn72J2wm6i0KOKy464ZQ3czDnYOBLoFUsW9CnpFT742H72ix9vZGx9nH8BwyflSziXSC9PvOpuviy/BnsE0r9ycHsE9aFmlpeo9k6J0UgAKYYVS81N5JewVwpPDARhefziTW02WSYnv0Nn0s3x44EMOJB0ADL1+r7d7nRDvEHWDCfH/FEUhISeBLRe3sC1uGxo0VHGvgoejB2fTzxKVFnXLAvF6Xk5eBHkEEeAWgJujG64OrmjQUKAroEBbgLujO34ufvi7+hPsGWz45xEsveEVjBSAQlipYl0xnxz6hJ9PGVYKqeZejc96fiYTjd+CoigcTDrIshPL2JmwEzCsCf52h7d5oNYDMlZJVCg6vY6U/BQSchJIzkvGwc4BNwdDoZZZmElmUSY6vY5qHtUI8giimkc1+aBoI6QAFMLKHUw6yDu73yE+Jx4NGvqH9mdKmylUdqusdrRypygKyXnJpBWkoVf0hHiHlDpNTpGuiI0xG1kRtYJTaacA0KChT80+TGo5SXr9hBBWRQpAIWxAZmEms/bO4t8L/wKGu/BeaPkCg2sPrtCf9hVFIbUglXMZ5zifcZ6YzBjyivPQKTqyi7I5fuU4GYUZ1zwnyCOIOj518HLyQqfo0Ck69Iqe8MvhpBakAuBi78Lg2oMZ3Xi0rNIjhLBKUgAKYUNOpp5k1t5ZnEg9ARgKnYfrPcwzTZ/Bz9VP5XRlK9AWEJ4czu6E3USkRJBRmEFaQZpxDsTSlCy/CBgLvNIEuAUwosEIHqn3CN7O3qaKLoQQFkcKQCFsjE6v47czv7Hy1EqiM6MBwxi3IbWHMKj2IJpVbqZyQkPPXkxWDIeSDhGREsHJtJNEZ0TfMP0FGC7TVvesTh2fOtT2qY23szd2Gjuc7Z1p4NuAhr4NjSsKZBRkcDbjLOczzlOgLcBOY4e9nT0OGgcqu1Wma3BXuWtRCGETpAAUwkYpisLexL18Hv45kamRxu+3rtKaUY1G0TWoq9mWYlIUhYvZFzmQdICDiYYloq7kX7lhuwDXADoHdaZ91fYEuAXg4+xDsGcwrg6uZskphBDWQgpAIWycoijsubSHv6P/ZmPsRrR6LQDezt70rdmXALcAwNDT5uHkgbezN1Xdq9LQt6Fx2gdFUdApOhzsHG55vGJdMWfSzxB5JZLzmYZxe+cyzt1Q8DnZOdEioAWtqrSikW8jGvk1IsAtQO7CFUIIE5ACUAhhdDn3Mj9F/cS66HU37YG7WsnYunxtPgW6AvSKHl8XX6q6V6WaRzUa+TWimX8zsouyic2K5WL2Rc6lnyMqLYpiffEN+3O0c6RZ5Wa0C2xH28C2NKvcDGd75/J6qUIIYdOkABRC3ECr13Ig8QA7E3ZSqCsEDIu7Zxdlk1mYSUxmDMn5yXe9f29nb5r4NaGebz1CvUIJ9Q6lvm99uZQrhBBmIgWgEOKuXM69TEZhBq4Orrg6uGJvZ09yXjKJOYnEZcdxNOUoJ1NPUsm5EjW9a1LTsyYh3iE08WtCsGewXMoVQggVSQEohBBCCGFj7NQOIIQQQgghzEsKQCGEEEIIGyMFoBBCCCGEjZECUAghhBDCxkgBKIQQQghhY6QAFEIIIYSwMVIACiGEEELYGCkAhRBCCCFsjBSAQgghhBA2RgpAIYQQQggbIwWgEEIIIYSNkQJQCCGEEMLGSAEohBBCCGFjpAAUQgghhLAxUgAKIYQQQtgYKQCFEEIIIWyMFIBCCCGEEDZGCkAhhBBCCBsjBaAQQgghhI2RAlAIIYQQwsZIASiEEEIIYWOkABRCCCGEsDFSAAohhBBC2BgpAIUQQgghbIwUgEIIIYQQNkYKQCGEEEIIGyMFoBBCCCGEjZECUAghhBDCxkgBKIQQQghhY6QAFEIIIYSwMVIACiGEEELYGCkAhRBCCCFsjBSAQgghhBA2RgpAIYQQQggbIwWgEEIIIYSNkQJQCCGEEMLGSAEohBBCCGFjpAAUQgghhLAxUgAKIYQQQtgYKQCFEEIIIWyMFIBCCCGEEDZGCkAhhBBCCBsjBaAQQgghhI2RAlAIIYQQwsZIASiEEEIIYWOkABRCCCGEsDFSAAohhBBC2BgpAIUQQgghbIwUgEIIIYQQNub/AMzKMgWZRYeAAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8, 4))\n", "count = 1\n", "for treatment in TREATMENTS:\n", " mean_cell = mean_treatment_cells[treatment]\n", " fig.add_subplot(1, len(TREATMENTS), count)\n", " count += 1\n", " plt.plot(mean_cell[:, 0], mean_cell[:, 1], color=f\"C2\")\n", " plt.axis(\"equal\")\n", " plt.axis(\"off\")\n", " plt.title(f\"Mean {treatment}\", fontsize=20)\n", "plt.savefig(\"cancer_mean_treatment_cells.svg\")" ] }, { "cell_type": "code", "execution_count": 50, "id": "928cf2ab", "metadata": {}, "outputs": [], "source": [ "mean_line_cells = {}\n", "for line in LINES:\n", " line_cells = []\n", " for treatment in TREATMENTS:\n", " line_cells.extend(ds_align[treatment][line])\n", " mean_estimator.fit(CURVES_SPACE_SRV.projection(gs.array(line_cells[:225])))\n", " mean_line_cells[line] = mean_estimator.estimate_" ] }, { "cell_type": "code", "execution_count": 51, "id": "8f53c757", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8, 4))\n", "count = 1\n", "for line in LINES:\n", " mean_cell = mean_line_cells[line]\n", " fig.add_subplot(1, len(LINES), count)\n", " count += 1\n", " plt.plot(mean_cell[:, 0], mean_cell[:, 1], color=f\"C1\")\n", " plt.axis(\"equal\")\n", " plt.axis(\"off\")\n", " plt.title(f\"Mean {line}\", fontsize=20)\n", "plt.savefig(\"cancer_mean_line_cells.svg\")" ] }, { "cell_type": "code", "execution_count": 52, "id": "3a2d27bd", "metadata": {}, "outputs": [], "source": [ "mean_cells = {}\n", "for treatment in TREATMENTS:\n", " mean_cells[treatment] = {}\n", " for line in LINES:\n", " mean_estimator.fit(CURVES_SPACE_SRV.projection(ds_align[treatment][line][:20]))\n", " mean_cells[treatment][line] = mean_estimator.estimate_" ] }, { "cell_type": "code", "execution_count": 53, "id": "6af22122", "metadata": {}, "outputs": [ { "data": { "image/png": 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LXWfSpEml/vxEpPKoWCcu4/7772fAgAEAfPnll7Rt25bXX3+dFStWsHHjRhYvXswzzzxDixYteP/998/Z9rrrruOWW24B4IcffqBbt258/PHHxMXF8dNPPzFmzBjGjBkDmH1nvPLKK1X2Pnr06AGYjbgJEyawevVq9u3bV/x1MSIjI3nppZcAs/HYuXNnXnvtNdauXcvKlSv55z//yRVXXEFGRgY2m433338fb2/vSntPrq59+/bFDez169fTpUsXZsyYQVxcHL/88gsTJ05kxIgRdOnSxeKkFffiiy8WdxQ9evRoRowYwYIFC9i0aRPLly/n+eefp3PnzsV9ytxzzz00b97cysgiIiKWU3u0bGqPVq3Kao927NiR7t27A/DBBx8watQolixZwoYNG/j000/p168fb731VvFnRESqhjoYEpfh4eHBV199xciRI/n888/Zs2cPjzzySIW3nzVrFgUFBXz55Zds2LCBu+66q8Q60dHRLFy4kLp161Zi8nNdddVVdOvWjdWrV/PJJ5/wySefnLO86LGAC3Xfffdx5swZnn76aRITE3n00UdLrOPr68v777/Ptddee1HHcGevvPIK8fHxzJ8/n127djF69Ohzljdq1IhPP/2Uxo0bW5TwwvTp04dZs2YVX5mdPXs2s2fPLnXd22+/nbfffruaE4qIiDgetUfLp/Zo1aqs9ui0adPo3bs3SUlJzJw5s8RTFo8//jitW7dm5cqVlf4eRMSkO+vEpQQEBDBv3jx++eUX7r77bho1aoS/vz8+Pj7Ur1+fwYMH89577/HYY4+V2NbPz4/58+fzzTffMGzYMKKjo/Hx8aFGjRpcfvnlTJkyhd27d9OhQ4cqfQ8eHh788MMP/O1vf6N9+/YEBQVVWie/kydPZuPGjYwdO5bGjRvj7+9PYGAgLVu25OGHH2bXrl2MGDGiUo7lbry9vfniiy+YPXs2V155JaGhoQQEBNCyZUsmT55MXFwcsbGxVse8IMOHD2fXrl08/fTTdO/enfDwcLy8vAgMDKR58+aMHDmSX375hTlz5uDj42N1XBEREYeg9mj51B6tOpXVHm3RogUbNmxg4sSJNGzYEB8fHyIjI7n66qtZuHBh8R2SIlJ1bMbFXhYRERERERERERGRSqU760RERERERERERByEinUiIiIiIiIiIiIOQsU6ERERERERERERB6FinYiIiIiIiIiIiINQsU5ERERERERERMRBqFgnIiIiIiIiIiLiIFSsExERERERERERcRAq1omIiIiIiIiIiDgIFetEREREREREREQchIp1IiIiIiIiIiIiDkLFOhEREREREREREQehYp2IuIysvAKrI4iIiIiIiIhcEi+rA4iIXIrjZ7I5fCqT+jUCGPDqMvq3jGJYp7r0aByBn7en1fFERERExF1kn4al/4Yjq6BOO+g0Eup1sTqViDghm2EYhtUhREQuxOnMPJbuSeLLjfEs33uSqGA/xveO5R/f7ihex9vTRuvoULo0rEHv5pH0bByBh4fNwtQiIiIi4rIStsCnd8GZw+e+3u0+uHqKNZlExGmpWCciDievwM76wyks23OSfYkZpOXkk5r9x1dOvv2c9bvH1uT12zuQlJ7LFxuOsXBLAknpuees06lBGE8MakGXmBp4e6oHABERERGpJPt+hrl3QkE2hDWE7vdD/CbYOg9u/wSaDbQ6oYg4GRXrRMRSu0+kM2/9UdYfPk1aTj7pOQWkZuWTV2gvd7sWtYMZ0CqKmzvXo2HNwHOWGYbBsdPZrD+cwpoDKXy7OZ7MvEIAgn296Nkkgj7NI+nfKoqIIN8qe28iIiIi4qLysmD/z3DoN1j7Phh2iO0LN0+DgHBznfRECIwED10oFpELo2KdiFgiK6+A/3y3m5mrDlHab6GIIB96NYukc8Ma1AjwIdTfm1B/b0L8vAkLNKcVdeRUFq/9tIclu5M4nZVf/Lq/tyePDWzGmCtjK+MtiYiIiIgrMwzY+wPs+Ab2/QQZJ/5Y1n44DH4dvHysyyciLkPFOhGpdvFnsrlnxjp2nUgHYGCrKK5vH02tYF+C/bwI8fOmbph/pfcxV2g32Ho8laW7k/hheyI7EtIAeGJQc+7v26RSjyUiIiIiLuTkHvjiXjix5Y/XQupBzBXQeig0v9q6bCLiclSsE5FqYxgGi7ae4Nlvt3MyPZeIIF9evrU9vZtFWpLl3WUH+Pd3uwB4/fYO3NihbrXnEBEREREHl3ESpvYzB4/wDoROd0O9y6DF9eDtZ3U6EXFBKtaJSJUyDIO9SRn8uCORRVsT2B5v3s3WPCqYD0d1oV6NAEvzPfP1NmauMkftGtm9IX+5tiV+3p6WZhIRERERB5F9GmYOhhNboUYjuOd7CI6yOpWIuDgV60SkSpzKMEdm/XTdUfafzCx+3dfLgwm9GzOhd2P8fawvihUU2vnX4l1M/e0gAC3rhPDBiM6WFxFFRERExGI5aTB7CByPMweKGP0dRJyn65SMkxBU/U+NiIhrUbFORCpVUnoOby/ZzydrjhSP6Orj6UHPJjUZ0Ko2A1pFERnseCOwLtmdxOOfbeZUZh5RIb7MvvdymkUFWx1LRERERKyQfRrmDIcjK8G/BoxaCFGty98mPRHe6ABN+kPv/4Pabaolqoi4HhXrRKRSpGbn887S/cxYeZCcfLNI165eKHd0bcD17eoQfAGjt1olITWbkdPWsicxg9iIQBY+dKVD3P0nIiIiItXoeBzMuQMyEsE3BEZ+A9Edz7/dpjnw1UTg9z+xG/WCLvdAqyFgq9yB00TEtalYJyKXbNPRM9z/8QaOn8kGoEP9MJ4Y1JyeTSIsTnbhTmfmcc3ryzmRlsOoHjE8e8N5rqCKiIiIiOuI3wgzBkNeOkQ0g6HvQd1OFd8+cQf8+h/Y/hXFRbsG3aH3kxDTCzy9qiK1iLgYFetE5JIs2prAw3M3kl9o0CA8gL9f34p+LWthc+Krh8v2nGTktLXYbPDN/VfQtl6o1ZFEREREpKol7YLp10B2CjTsCcM/Bd+L7BblzBHYMAtWvQX5WeZrgbWgzTBoczPU66K77USkTCrWichF+3rTcR79dBN2Awa2iuK/t7YnxAked62IR+Zu5KtN8XSNCefT8d2cuvgoIiIiIueRcgCmXwfp8RDdyXz09WILdWdLPQbLX4btX5r94BWp0x6ue8Us2omI/ImKdSJyUeatP8qTX2zBMODmzvX4903t8PRwnYJW/Jlsrnp5KTn5dqYMa8sdXRtYHUlEREREqkLyXpg5GNITILIljF4EAeGVe4yCPDiwBLZ+DrsWQn4m2Dxh8GvQaUTlHktEnJ6KdSJywT5Zc4TJX24FYPjlDXj+xjZ4uFChrsgHvx7ghUU78fP24PtHetGwZqDVkURERESksmSfgfXTYPkrZh91kS3NO+qCalXtcTNOwuInzLvtAHo/ZY4e6+FRtccVEaeh3wYickGm/XawuFA3qkcMLwxxzUIdwL1XNKJbbDg5+XZmrjxsdRwRERERqSy7FsErreDnf5iFunpdYdSCqi/UAQRFws3T4crHzO+X/QtmD4HkfVV/bBFxCirWiUiFGIbBi4t28s8FOwAY1yuWZwa3cum+3Dw8bIzv1RiA+RuPkZNfaHEiEREREblk8Zvgi3vNR1FrtTJHfL3newiMqL4MNhv0+zvc8D/w8oeDy2DqVbDuQ7Dbqy+HiDgkFetEpEL+8/1u3v/1AABPDGrOX65p4dKFuiK9mkUSHerHmax8Fm1NsDqOiIiIiFyKtASYc7s5QmvjfjB+ObS/3bpHUDvdDRN+g6g2kJMKCyfBJ7dCbro1eUTEIahYJyLnNe23g7yzdD8AU4a15f6+TdyiUAfg6WFj+OXm4BIvfb+bjNwCixOJiIiIyEX75oHfB5JoAbdMB08vqxNBRBMY+wsMmmLeZbfvR3PAi4yTVicTEYuoWCci5fpmc3zxo69PDGrulqOi3ntFLPXD/UlIzeGVH/ZYHUdERERELsaBZbDvJ/Dwhts+Br9QqxP9wcsXut8HoxZCQE2I3wjTBsJp9Zss4o5UrBORMi3fe5LHPtsEmINJ3NensbWBLOLv48nzQ9oCMGPlQbYeS7U4kYiIiIhcsJVvmtPOo8y72RxRvc5wzw8Q2gBSDsCM61WwE3FDKtaJSKm2Hktlwuw48gsNrmtXh79f79qDSZxP72aR3NA+GrsBf/lyCwWF6vhXRERExGmc2m8+XorNvIPNkUU0gXu/h/DGkHoEZl4PWSlWpxKRaqRinYiUcDA5k1HT15KZV0jPJjV55db2eHi4b6GuyNPXtyLEz4ttx9OYsfKQ1XFEREREpKJ2LzKnsX0gPNbSKBUSEm0+ElsjBs4cgW8fAsOwOpWIVBMV60TkHMkZuYyYtoZTmXm0qRvCu3d1xtfL0+pYDiEy2Je/XNsSgFd+3MPxM9kWJxIRERGRCtnzvTltfo21OS5ESB24ZYbZx97Ob2H7fKsTiUg1UbFORIoZhsH/fb6FoynZNKwZwPRRXQn287Y6lkO5rUt9ujSsQVZeIc98vQ1DVzhFREREHFvKATi80pxvOtDaLBcquiNc+Zg5/9trurtOxE2oWCcixeauO8rPu5Lw8fTgvbs7Exnsa3Ukh+PhYWPKsLZ4e9r4aWcS328/YXUkERERESmLYcCiJ8EohMZXQXgjqxNduMvHg5c/nNgCh5ZbnUZEqoGKdSICwL6kdP757Q4Anry6OS1qh1icyHE1jQpmfC9zZNxnvtlOek6+xYlEREREpFS7F5kDS3h4wzX/sTrNxQkIhw7DzfklL+ruOhE3oGKdiJCVV8B9H28gO98cUOKenk54xbGaPXBVE2JqBpCYlst/v99tdRwRERER+bOsFFj0hDnf40GIaGptnktx5WPgHQBHVsHqt61OIyJVTMU6EeGZr7ezJzGDyGBfXruto0Z+rQA/b0+eH9IWgFmrD7M3Md3iRCIiIiJSzDDg6/sh7TiEN4Zej1ud6NKE1oU+fzHnv58McTMsjSMiVUvFOhE3t2hrAvPijuFhgzdu76h+6i7AFU0j6NeiFoYB8zcetzqOiIiIiBRZ8675CKynjzmiqk+g1YkuXY8HocdD5vwPT0NeprV5RKTKqFgn4sZOpufyt6+2AXBfnyZ0b1zT4kTOZ1inegB8syleI8OKiIiIOIIdX8MPfzPnB74AddpZm6ey2GzQ/x9QoxHkpsGa96xOJCJVRMU6ETf2zwU7SMnMo2WdEB7q58R9eFiob4tIAI6fyeZMlgaaEBEREbHU5rkwbxTYC6DdbdB1rNWJKpeHB/R5ypz/9b9w5qi1eUSkSqhYJ+Kmth5L5dvN8dhs8NLN7fDx0q+DixHg40WdUD8A9qjfOhERERFrGAaseAO+nACGHTreBUPeMe9GczVtb4X63SA/E755UKPDirgg/XUu4obsdoMpi3cCMKRDXdrUDbU4kXO7LCYcgMXbTlicRERERMQNFRbAtw/Bj08DBlw+AQa/CR6eVierGh4ecONb4OUHB5bAls+sTiQilUzFOhE39MHyA6zcfwofLw8e7d/M6jhOb0jHaAAWbImnoNBucRoRERERN5KfA/NGwoZZYPOAa/4DV//LLGi5sogm0OsJc/7Xl8BeaG0eEalULv4bTET+bP2hFP7z/W4AnhncigY1AyxO5PyubBpJeKAPyRl5rNh/yuo4IiIiIu4hLxM+uQV2LQBPX7h1Nlw+3jUffS3N5ePBLwxO7YWd31idRkQqkYp1Im4kOSOXB+dspNBucEP7aIZ3bWB1JJfg7enBdW3rAPD1xuMWpxERERFxE99PhoO/gk8w3PU5tLze6kTVyzfYfOQX4NeX1XediAtRsU7ETaRm5zPiw7UkpOYQGxHIi8PaYnOXq47VoOhR2O+3nyA7T48hiIiIiFSpPd9D3Axz/vaPoFEvS+NY5vLx4B0IiVvh+Aar04hIJVGxTsQNFNoNxs5cz46ENCKCfJg6sgtBvl5Wx3IpnRrUoH64P5l5hfy4M9HqOCIiIiKuK/MUfP2AOd/tfojtY2kcSwWE//H+t2qgCRFXoWKdiBuYsfIQaw+lEOzrxex7Lyc2MsjqSC7HZrNxY/u6gB6FFREREakyhmGO/JqZBJEtoN/frU5kva5jzOnaDyArxdosIlIpVKwTcXHHz2Tz8g/mgBJ/ubYlLeuEWJzIdRU9Crtsz0lSMvMsTiMiIiLigla+YQ4o4eENQ98Dbz+rE1mv8VXgFwpGIWRpsDMRV6BinYiL++DXA2TlFXJZTA1uv6y+1XFcWpNawbSODqHAbrBwa4LVcURERERcy4Gl8NOz5vw1/4boDhaGcTA2T3Nq2K3NISKVQsU6EReWmVvAF3HHAHjgqqZ4eGhAiao2pIMehRURERGpdGeOwLzRZjGqw53Q5R6rEzkW2+9/2ts10JmIK1CxTsSFfbnxOOm5BTSKCOTKJhFWx3ELg9ubj8KuP3ya5Ixci9OIiIiIuID8bPj0LshOgTrt4bqXwaaL0OcIqGlO0/V0h4grULFOxEUZhsGsVYcAuLtbQ91VV01qh/rROtrsF/DXPSctTiMiIiLi5AwDFj4GCZvBPxxu+wi8/a1O5Xgim5vTk7utzSEilULFOhEXtfpACnsSMwjw8eSmzvWsjuNWrmhq3sW4/vBpi5OIiIiIOLnl/4VNH5uPed78IYQ1sDqRY4psYU5P7rQ2h4hUChXrRFzUtBUHARjasS6h/t4Wp3EvLWubd9btS8qwOImIiIiIE9v8KfzyvDl/zX/MUU+ldLV+L9Yd32BtDhGpFCrWibigrcdS+XFHIh42GN2zkdVx3E6TWkGAinUiIiIiFy1+E3zzoDnf40HoOtbSOA6vUR/w9IHEbXAszuo0InKJVKwTcUGv/Gj2VXFjh7rFhSOpPo0jg7DZICUzj1MaZEJERETkwuSkwryRUJgLza6B/v+0OpHjC6wJrYeZ8wsehoI8a/OIyCVRsU7ExSzfe5Ilu0/i6WHjoX5NrY7jlvx9PKlfIwCAvbq7TkREROTCLHoSTh8y+6cb+g546M/WChnwT/AOhBNbIWGT1WlE5BLot56IC8nJL+RvX20DzBFgG0UEWpzIfTX9/Y5GFetERERELsC2+bBlrjmgxE0fgn8NqxM5D98gKMgx50Oirc0iIpdExToRF/LmL3s5fCqLqBBfHhvYzOo4bq1eDX8ATqRmW5xERERExElkpcDCSeb8lY9B/a7W5nE2R1aDUQjB0RBaz+o0InIJVKwTcREr9yfz9tL9APzjhtYE+2kEWCvVDPIF4FSG+gsRERERqZBl/4bs01CrNfT+P6vTOJ9dC81p0wHW5hCRS6ZinYiLmLJoF4YBt3Wpz9Vt6lgdx+3ZrA4gIiIi4kxO7oZ1U835Qc+Dpy48XxC7/Y9iXcvB1mYRkUumYp2IC9gRn8bW46l4e9r4v2taWB1HALthTm02le1EREREypWXBfNGgb0Amg6CxldZncj5xG+EjBPgEwyNelmdRkQukYp1Ii5gXtxRAAa0iiI80MfiNALg7WUW6QoK7RYnEREREXFghgELH4OkHRAUBTe8aXUi53RwmTmN7Q1evtZmEZFLpmKdiJPLK7Dz9aZ4AG7pXN/iNFLE18sTgNwCFetEREREyrTzW9j8yR+jvwZHWZ3IOR1eYU5jrrA2h4hUChXrRJzcL7sSScnMo1awL1c2jbA6jvzO18v89ZpbUGhxEhEREREHtvINc9rzEWh0paVRnFZhgTkSLEDDntZmEZFKoWKdiJNbtPUEAEM71sXLU/+kHcUfxTrdWSciIiJSqmPr4dg68PSBbhOtTuO8zhyGvAzw8oeo1lanEZFKoL/sRZxYQaGdZXtOAmZ/deI4fH4v1uXk6846ERERkVL98pw5bXsLBNWyNosr8PQBD0+rU4hIJVCxTsSJbY9PIzU7n1B/bzrUD7M6jpzlUHIWABFB6uBXREREpIQDS80vTx/o/X9Wp3FuRQU6e4G1OUSk0qhYJ+LE4s9kA9CkVpAegXUwOxJSAejUoIbFSUREREQc0K//NaedR0ONhtZmcXYpB8xpQLi1OUSk0uivexEnlpyRC0BEkI/FSeTPDMOc+nrr16yIiIjIOY6shkPLwcMLejxodRrnt/8Xc9qol7U5RKTS6K9IESd2Mr2oWKdHLR2Nn7f5OEJ2nvqsExERESlmGPD9X835DsMhrL61eZyd3Q7bvzbnmw6wNouIVBoV60Sc2MmMPEDFOkcU6u8NQFp2vsVJRERERBzIroVwfD14B0Lfv1qdxvkdWwupR8AnCJpdbXUaEakkKtaJOLG9iekA1K3hb3ES+bOiYl2qinUiIiIiJsOAZf8y57tNhODa1uZxBbsWmNMW14O3/iYQcRUq1ok4qdyCQjYdPQNAt0Y1rQ0jJahYJyIiIvInuxbCia3gEwzd77c6jWs4c8Sc1u1kbQ4RqVQq1ok4qaMp2RTYDQJ9PKkfrqtojkbFOhEREZGznH1X3eXjNHJpZUlPNKdBUdbmEJFKpWKdiJNKSs8BoE6YPzabzeI08mfBfl4AZOQWWJxERERExAHsXvT7XXVB0P0Bq9O4BsOAU/vM+VAN1CHiSlSsE3FS6TlmESjI18viJFKaogKq3bA4iIiIiIjVDAOWTjHnLx+vu+oqy6n9kJUMXn5Qu43VaUSkEqlYJ+KkktLMO+sigzUSrCM6mpIFQESQj8VJRERERCxW3Fed7qqrVAXm3wN4+YGn2pwirkTFOhEnFZ9q/udcN0z91TmiuMOnAWhXL8zaICIiIiJWykqBRY+b87qrrnLVbAzYIOcMZJ2yOo2IVCIV60ScVMKZbADqhPpZnET+rKDQzor9yQD0bBJhcRoRERERC614HdITIKIZXPmY1Wlc0O99rtj0p72IK9G/aBEnlZSeC0BtFesczqajZ0jPKSAswJu2dUOtjiMiIiJijYJc2PiROd/v7+ATaG0eV3P6kDn1CwX/GpZGEZHKpWKdiJPKzi8EwN/b0+Ik8mfL9pwE4IomEXh6aKReERERcVObPjEHQAiuA82utjqN60k5YE5rNAKb2pwirkTFOhEnlZ1nFuv8VKxzOL/+Xqzr1SzS4iQiIiIiFrHb4bdXzPmeD4Ont7V5XFFRsS481tocIlLpVKwTcVJFj8HWCtFosI4kITWbLcdTAejVVMU6ERERcVPH4+DMEfANgU4jrU7jmlIOmlMV60Rcjop1Ik4ot6CQlMw8AKKC1WedI5mz9iiGAV0bhas/QREREXFfCZvMacOe4BNgaRSXdWqvOQ1vZG0OEal0KtaJOKGkNPOuOh8vD8IC9EiBoziYnMn7v+4H4O5uDS1OIyIiImKhk7vMaUi0tTlcVfJeOPSbOV+3i7VZRKTSqVgn4oROpOUAUDvED5s6k3UIdrvBk59vJiffTo/GNbmubR2rI4mIiIhYwzBg5wJzXgNLVD57IXx9Pxh28/zWamF1IhGpZCrWiTihxN+LdVHqr85hTF95iHWHThPo48m/b2qHh0aBFREREXeVuA0yToCnLzTqZXUa17N+GhxdAz7BcO1LVqcRkSqgYp2IEzqRWlSsU59ojuBgciYvfW8+6vGXa1tSP1z9soiIiIgbW/ehOW02ELzVXq1Udjusftuc7/c0hDWwNo+IVAkV60Sc0B931qnxYzXDMJg8fys5+XauaBLBnZerwSQiIiJuLPsMbPnUnO863tIoLilhI6QcMO+q63iX1WlEpIqoWCfihBJ/H2Citop1lvthRyKrDpzCx8uDKcPaqg9BERERcW+bPob8LKjVCmKusDqN6zm525xGdwCfQEujiEjVUbFOxAkV3VlXS33WWSq3oJAXF+0EYNyVsXr8VURERNxbThqsedec7zoOdBGz8qUcNKc1G1ubQ0SqlIp1Ik4oKd28s06PwVrr603xHD6VRWSwLxP7qMEkIiIibqwwHz67G84cgeA60O5WqxO5puzT5jQw0tocIlKlVKwTcTKGYajPOgexbPdJAO66vCGBvl4WpxERERGx0C/PwYGl4B0Iwz/VI5pVpahY5xdmaQwRqVoq1ok4mcy8QrLyCgGoFazHYK1itxus3J8MwBVNa1qcRkRERMRiu78zp9f8C+q0tzaLK0uLN6fBta3NISJVSsU6ESeTlVcAmF2ABPh4WpzGfW2PT+N0Vj6BPp60qxdmdRwRERERa2WdMqd1u1ibw5Xl50DiNnNefdaJuDQV60ScTG6+HQBfLw+NPGqh+RuPAdCrWSTenvpVKiIiIm7O4/eLyIW51uZwZft/gdw0CKkLtXX3oogr01+YIk4m6Pe+0XLy7cV32Un1Ss3OZ/6G4wDcell9i9OIiIiIOICwhub0zBFrc7iyA0vNafNrwEN/you4Mv0LF3EyNQJ9CAvwBuBQcpbFadzTf77bRWp2Po0jA+nVVCNxiYiIiOAXYk7zMq3N4coOrzSnMVdYm0NEqpyKdSJOKCrYHAX2VKYeM6huW46d4eM15hXjF4a2xdNDjyKLiIiIYPv9MVi7nvyoEtln/uivrkEPS6OISNVTsU7ECdUM8gEgKU3FuuqUlpPP/32xFYChHevSLVajwIqIiIgAkJtuTn2CrM3hqo6uAQwIbwzBUVanEZEqpmKdiBOKjQwEYP/JDIuTuI+svAJGT1/HzoQ0wgN9ePLq5lZHEhEREXEcRY/B5qRam8NVHfzVnDbUXXUi7kDFOhEn1CTSvGK5N0nFuuqQk1/I2FnriTt8mhA/L2bf25U6of5WxxIRERFxHEUDTJzaZ20OV5SWAHEzzPkm/S2NIiLVQ8U6ESfU6Pdi3ZFTGmCiqtntBo/N28yKfacI9PFkxj1daR0danUsEREREccS3dGcHltvbQ5X9Ot/IC8D6l0GLW+wOo2IVAMV60ScUMTvfdbFp2ZTUGi3OI1re+3nvSzckoC3p40PRnShU4MaVkcSERERcTx1O5nTxO3W5nA1qcdh40fm/IB/gof+hBdxB/qXLuKEWtQOISzAm/ScAjYePWN1HJc17beDvPHzXgBeGNKWHk0iLE4kIiIi4qCC65jTvHSzwCSVY8XrUJgHDa9Qf3UibkTFOhEn5Olho1fTSAB+3plkcRrX9PPORP65YAcAD/Vryq2X1bc4kYiIiIgD8wuBel3N+YPLrM3iKtITYcNMc773E9ZmEZFqpWKdiJPq38ocsv3bzfEU2g2L07iW7fGpPDZvMwAjuzfk0f5NLU4kIiIi4gRqNjGn6QnW5nAVv70KBTlmEbRRb6vTiEg1UrFOxEkNbBVFsJ8Xx89ks2JfstVxXMZ32xK4/b3VnMnKp0P9MCZf1xKbzWZ1LBERERHHV+P3EWETd1ibw9kZBqx4A9a8Y37f+/9A7VERt6JinYiT8vP2ZGjHugB8uv6oxWmcX05+If/4djsTPtpAem4BXWPCmXVvV3y9PK2OJiIiIuIcYq4wp/t/gbwsa7M4q5xU+GwE/Pi0+X3Ph6Fpf2sziUi1U7FOxInd2sXsR+27bSfYcOS0xWmcU0ZuAe8u288V/17C9BWHABjfK5aPx15OiJ+3teFEREREnEn9bhDWELJTYPXbVqdxLoYBuxfDe71h5zfg4Q1X/xv6/8PqZCJiAZthGOrsSsSJPThnI99ujqdWsC9fTOxB/fAAqyM5hTNZeUxfcYgZKw+Rmp0PQN0wf569oTUDfu8PUEREREQu0OZP4ctx4OUHE1dCzcZWJ3Jcyfvg0HI4vAIOrYD0ePP10Ppwywyo18XSeCJiHRXrRJxcWk4+t7yzit2J6TSODOTbB68gwMfL6lgO7bttCTz22WYy8woBiI0IZGKfxgzpWBdvT91wLCIiInLRDANm3WiOCBtaH27/BOq0szqV4yjIhe1fwpr3IH7Ducu8A6DrOLjiEfCvYUk8EXEMKtaJuIATqTnc+NZvJKblMqxjXV6+tb0GRSjD53HHePLzzdgNaFknhPv7NuaaNnXw9ND5EhEREakUKQdhxvWQdgwCI2HY+9D4KqtTWSP1uFmUSzkIacdh2xeQedJc5uEN9S+Hhj0gpqc56quPnpIRERXrRFzGyv3J3DV1DXYDRnRvyD9uaK2C3VkMw+CdZfv5z3e7AbitS31eHNZWRToRERGRqpB9BmZeDye2mt93GglXTwGfQEtjVYuTu2HbfDiwBI6uKbk8OBouuwc6jYKgyGqPJyKOT8U6ERfyedwxnvh8M4YBf7uuJWOujLU6kkPIzC3gL/O38s1msx+Qe3o24m/XtcRDhToRERGRqpOTBkteMB/5xICoNjDiawiMsDpZ1SgsgMVPwvoP/3jN5gG1WkGtlhBYC+pfBi2uB08NZCYiZVOxTsTFTF9xkH98uwMPG8y+93J6NnHRxlAFrdp/iqfmb+HwqSy8PGw8e0Nr7urW0OpYIiIiIu7jwDL4YgxkJkHtdnDvD+Dtb3WqymMYsOc7+PmfkLQDsEGzq6Fpf2h+HYTUsTqhiDgZFetEXIxhGDw+bwtfbDhGsJ8Xr9/egatauN/optvjU/nPd7tZtsfsEyQ61I/Xbu9I10bhFicTERERcUPJ+2DaIMhKhi73wPWvWp2ochyPg8VPwbG15vd+oTDkHWhxnbW5RMSpqVgn4oJy8gu5+8M1rDt0GoAH+jZh0oBmbvHY5+FTmbz8w57iR169PGzc3rU+TwxsQWiAHjcQERERscz+JTB7KGDAqEXmoArOyl4Ia9+HH54Gez54+UO3CdDzYY3kKiKXTMU6EReVW1DIlEW7mLHyEAD9W0bx/JA21A71szZYFTmYnMn0FQf5ZM0RCuzmr7Ub2kczaUAzYiLcoCNjEREREWfw7cMQNwMiW8DYX5xvwInCAvOR1xWvwbF15mstB8O1/4Xg2pZGExHXoWKdiIubv+EYT32xlbxCO/7enoztFcv4XrEE+npZHa1SrNyXzGs/7WXtoZTi13o3i+SJQc1pUzfUwmQiIiIiUkJWCrzVFTJPQssb4Obp4Okk7dK0ePjopt/7pQN8gmHAs9DlXrC5/hMsIlJ9VKwTcQPbjqfy7DfbWX/YfCw2MtiXf9/U1mn7srPbDX7YcYJ3lh1g89EzAHjYoFezSMb1iqVHY/ceVENERETEoR1eBTMHm4+PNrsGbp4GPgFWpyrfsTj4fDScOWw+5tppJHQdB6F1rU4mIi5IxToRN2EYBt9vP8G/Fu/i0KksAMZc0Ygnr26Bj5eHxekqxjAMft6ZxCs/7mFHQhoAPp4e3NG1PhP7NHHZR3xFREREXM6uhfD5PVCQA/W6wvBPIcABBwI7cwQWTIJ9P5rf12gEI7+BsAbW5hIRl6ZinYib+XNfdm3rhvLqbe1pUivY2mDlMAyDpXtO8uqPe9hyLBWAIF8vRveMYWSPGCKCfC1OKCIiIiIX7Mhq+OQ2yDkDNZvC3fMdpwhmGLDvZ/hyHGSdApsntLsN+j8Lwc75dIqIOA8V60Tc1I87Enni882cycrH08PG8K4NeLh/U4cqfB1KzmRe3FEWbzvBgZOZAAT4eDKyRwzjroylRqCPxQlFRERE5JIk7TL7gUs7BrXbwtgl4OltbaYja+CHv/4xgETtdnDLDKjZ2NJYIuI+VKwTcWMJqdk8/dV2ftqZCJh3q93ftwnjesXi6WFNJ7kFhXa2xafxyZrDfLHhOIW/j+zq5+3BiO4xjOsV61AFRRERERG5RKnH4N0rITsFWg2Bq/8FIXWqP0dOKvz2Kqx4HQw7ePpC51Hm3XSO3qeeiLgUFetEhFX7T/Hiop1sPW4+YnpNm9r8a1g7QgOq56qmYRis2n+Kj9ceYdnuk2TkFhQv690skmGd6tK3RS1C/Cy+yioiIiIiVWP7VzBvFGCAdwD0fBh6PAg+gVVzPMOAg7/CmvcgeY/5KG7myT+Wtx8OA/4BQbWq5vgiIuVQsU5EAHOE1c/WH+XvX28nr9BOWIA3t1/WgLZ1Q/GwQf3wAGIiAgn08cRWSUPT70lM55M1R/h++wkSUnOKXw/x86JH4wjG9Y6lU4MalXIsEREREXFwx+Lg+8lwdLX5fXA09Pu72VecRyUMiGYvhO1fwuq3IWkn5GeVXCesAQx6EVoOvvTjiYhcJBXrROQccYdP839fbGFfUkapy202CPX3JjYikGZRwfRsEsGAVlH4eXtWaP8FhXbWHEzh4zWHWbztBEW/gYJ8vRjSMZpbOtenTd1Qyx7DFRERERELGQbs+Ap+/Ls5EiuYfcZ1vAtaXAeh9crfvjDfLMQl7QQPT/AJMl/PTTcfcU3a/se63gHmflveAP5hZnEwsGZVvCsRkQuiYp2IlFBQaOennUks2BJPYloOhXaDA8mZnMnKL3X9IF8vBrWuTdu6IdQI9CE3387JjFwSUrPJyiskr8BOTr6d9Jx8diemn7Ofq1vX5pYu9ejZJKLCBT8RERERcXH5ObDmXVj+MuSm/fF6dEdofp352sndUJANBbnmXXJZKZCRBPbS26wA+IVBjweg9TDzLjqrB7MQESmFinUiUiGGYZCdX0hGbgGnMvLYm5TB9uOpLNiSwPEz2Re0r1B/b65rV4e7uzWkZZ2QKkosIiIiIk4vMxk2z4VdC+DIaqACf776hpojy9pskJcB2MDTB+q0g95P6e45EXF4KtaJyCWx2w3ijpzmxx2JHE3JIjU7Hz9vT8IDfYgO9SPQ1wsfLw98vTwJ9vMiOsyP9vXC8PKshH5HRERERMR9ZCTB7kWw72fzsdXoTuAbDF6+4OUPATUgsBaE1K2cPu5ERCyiYp2IiIiIiIiIiIiD0OUGERERERERERERB6FinYgbiImJwWazMWrUKKujOC2bzYbNZuPZZ58tsWzGjBnFyw8dOlTt2UREREQcndqjl6689qiIuBYV60REXFB6ejqvvvoqffv2JTIyEh8fH0JCQmjbti33338/27ZtszqiiIiIiIiIlELFOhEH06dPH2w2G3369LE6ijipjRs30rp1ayZNmsTSpUtJTk4mPz+f9PR0tm3bxttvv02HDh3497//bXVUERERcUBqj4qIWEvFOhERF3LmzBmuueYajh49CkCvXr2YM2cOa9asYeHChTzyyCN4e3tTWFjIU089xdy5cy1OLCIiIiIiImfzsjqAiIhUnqlTp5KYmAjALbfcwmeffXbO8muvvZa+ffty4403AvD8889z++23V3tOERERERERKZ3urBMRcSErV64snn/66adLXeeGG26gY8eOAGzfvp309PRqySYiIiIiIiLnp2KdSDlWrFjBmDFjaN68OSEhIfj4+FCvXj2uv/563nrrLc6cOVO87rBhw7DZbNSoUYOcnJxy91tQUEDt2rWx2Wxce+21AIwaNQqbzcayZcsAWLZsWfGIT0VfMTExpe5v8eLFXHvttURGRhIQEECzZs2YNGkSx48fr5Tz4A4++eQT+vTpQ40aNQgKCqJNmzY888wz5/yML9af+33Zt28fEyZMIDY2Fn9/f2JiYrj33ns5fPjwOdtt27aN0aNHExsbi5+fH/Xr12fixIkkJSWVeay8vLzi+djY2DLXa9y4canbiIiIiGNRe9R9XEp7tOhnV9bPp8iMGTOKf5aHDh0qsfzPo/bu3r2bsWPHEhMTg6+vL1FRUQwdOpTVq1eXeYylS5cWH2Pp0qUAfPbZZ/Tr14/IyEj8/f1p3rw5Tz75JCkpKed9byJuyRCRErKysow77rjDAMr9euaZZ4q3WbhwYfHrc+bMKXf/X3/9dfG68+bNMwzDMEaOHHne4zVs2LDEvh599NEy14+MjDTWrVtnNGzY0ACMkSNHVuJZcg35+fnGLbfcUuY5jI2NNQ4cOFDqz7zI9OnTi5cfPHiwxPLevXsbgNG7d2/jxx9/NIKDg0s9Vq1atYydO3cahmEYn3zyieHj41Pm5+D48eOlvp9JkyYVr7dly5Yy33fHjh0NwKhZs+ZFnTcRERGpWmqPuo/KaI8W/exK+/mc7Xzt1rN/TvPnzzcCAgJKzeTp6WnMnTu31GMsWbKkeL2ff/7ZuOuuu8p8b02aNDESEhIu4qyJuDbdWSfyJ3a7nRtvvJE5c+YA0LRpU1599VWWL19OXFwcCxYsYPLkyTRp0uSc7a6++mrq1asHwPTp08s9RtHyiIgIbrjhBgBeeOEFtm7dSpcuXQDo0qULW7duPefrhx9+OGc/r732Gq+++ioA0dHRvPnmm6xZs4Zly5bx5JNPkpqayi233EJWVtYlnhXX9fjjjzNv3jwAmjdvzocffsi6dev46aefGD9+PIcOHeK2226rlGPFx8dz6623EhYWVvyzWr58OY888gg2m42kpCTGjBnDunXrGDFiBI0bN2bq1KmsXbuWJUuWcPfddwNw+PBhJk2aVOoxxowZg6enJ2B+pkqzcOFCNm7cCMCECRMq5b2JiIhI5VF71L1UZ3u0orZu3crw4cOJiorif//7H6tXr2bVqlU8++yz+Pn5UVhYyLhx4zh58mS5+3n66af56KOPGDJkCPPnzycuLo5FixZx3XXXAeYTJ48++mh1vCUR52J1tVDE0bz++uvFV3qGDh1q5OTklLpeYWGhcezYsXNee/rppw3A8PDwMI4ePVrqdomJiYa3t7cBGA8//HCJ5WffhVWexMTE4itdDRs2LPWK1M8//2x4eXkVvx9dyTzXli1bDA8PDwMwOnXqZKSnp5dYZ+bMmWVevS5S0TvrAKNp06ZGUlJSiXUef/zxc65A9+jRw8jMzCyxXtFVVy8vr1L3YxiG8e677xqenp4GYPTt29eYO3eusXbtWmPRokXGpEmTiu/YGzRokJGRkXH+EyUiIiLVSu1R91FZ7dHKvrMOMDp37mykpqaWWOejjz4qXueVV14psfzsO+sA4/nnny+xjt1uNwYOHHjedq2Iu9KddSJnsdvtvPTSSwDUq1ePWbNm4evrW+q6Hh4e1K1b95zX7rnnHmw2G3a7nZkzZ5a63UcffUR+fn7x+hdr5syZxVcoX375ZWrXrl1inauuuoqxY8de9DFc3bvvvovdbgfg/fffJygoqMQ6I0aM4Jprrqm0Y77xxhtERkaWeP2+++4rnk9OTmbq1KkEBASUWG/ixImA2c/MqlWrSj3G+PHjWbVqFcOGDWPJkiXcfvvtdO3alWuvvZZXXnmF+vXr8+GHH7JgwQICAwMr6Z2JiIhIZVB71L1Y0R6tqGnTphESElLi9eHDhxMdHQ3A8uXLy91H586dmTx5conXbTZb8ZMi5bVrRdyVinUiZ9m0aRPHjh0DYOzYsaX+Z1memJgY+vfvD5idt5am6JGDzp07065du4vO+tNPPwFQo0YNbrzxxjLXu5QGmKsrOodt27alc+fOZa5XWecwLCyMQYMGlbqsUaNGBAcHA9CuXTtatmxZ6nrt27cvnj9w4ECp66SlpTFt2rTi9/dnBw4cYPbs2axZs+ZC4ouIiEg1UHvUvVR3e7Si2rZtW+Znw2az0bFjR6Ds9miR4cOHY7PZSl129vs9335E3I2KdSJnKerHC+DKK6+8qH2MGTMGMPtf+POVpvXr17Nt2zbg0v/D3bp1KwAdO3bEy8urzPU6dOiAj4/PJR2rMuzZs4dt27aV+lUZI65eqNzcXPbu3QvAZZddVu66Xbt2rZRjNm3atMzGCpjFPIBmzZqddx2A9PT0EstPnDhBjx49ePfddykoKGDKlCns37+fvLw8Tp06xZdffknr1q1ZunQpV111FZ9++ulFvx8RERGpfGqPVh21RyuuRYsW5S4PDw8HSm+PVnQ/RfuoyH5E3E3Zv1FF3FBycnLxfJ06dS5qH0OGDCEiIoLk5GSmT59+TiNr2rRpAPj5+TF8+PBLylo0zHmtWrXKXc/Ly4vw8HBOnDhxSce7VAMHDuTw4cOlLps+fXrx8PDV5fTp0xiGAZz/HEZFRVXKMUt7rPVsHh4e512vaB2AwsLCEssffPBBtm/fjs1mY+HChfTp06d4WXh4OEOGDKF///507dqVnTt3cs8999CnT59Ke48iIiJyadQerTpqj1ZcRdutpbVHK7qf87VrRdyZ7qwTqWQ+Pj7Fo3bOmzePzMxMAHJycopH9Bo6dOg5d0hdivLu1JKKcZVzePr0aebPnw9A//79zynUnS0oKIi//vWvAGRlZTF37tzqiigiIiLVQO1R56NzKCJnU7FO5CwRERHF8wkJCRe9n6JHDzIyMoqHYf/qq6+Kb6+vjD4natSoAUBiYmK56xUUFBRf9bTSoUOHMAyj1K/qvooJ5z5Oer5zeL7ljmL37t3FHRR36tSp3HXP7iNk165dVZpLREREKk7t0arjyu3RorvUitqCZSkq3IqIY1OxTuQsZxc4fv3114veT6tWrejevTvwRwe+RY8cNGzYkH79+pW5bUWvqrVt2xYwOyEuKCgoc73NmzeTl5dXoX26Ez8/P5o2bQrAunXryl33fMsdxdl9xZT3mQCKR4D783YiIiJiLbVH3UdltkeLBio7X997e/bsqXhAEbGMinUiZ2nfvj3169cHYOrUqWRkZFz0voquZi5fvpwlS5bw888/AzBq1KhyG0B+fn6A2eFseYpG+UpJSeHbb78tc72iRpmUVHQOt27dek5nzn/mLOcwJiam+LP1586k/2zZsmXF840aNarSXCIiIlJxao+6l8pqjxa159LT09m9e3ep6+Tl5fHFF19cZFIRqU4q1omcxcPDgyeeeAKAY8eOMWLEiDKvAtrtduLj48vc12233UZwcDCGYTB8+HDsdjs2m43Ro0eXm6GoI+EDBw4UdzhbmpEjR+Lv7w/ApEmTSr01ftmyZbz//vvlHs+djR8/vrihOm7cuFIfC/j4449ZtGhRdUe7KBEREXTr1g2AtWvXMnPmzFLXO3z4MC+88AJgXjm/7rrrqi2jiIiIlE/tUfdSWe3R3r17F8+//PLLpa4zadIkjh8/fglpRaS6qFgn8if3338/AwYMAODLL7+kbdu2vP7666xYsYKNGzeyePFinnnmGVq0aFFuwyMwMJDbb78doHjkq6uuuoqGDRuWe/wePXoAkJSUxKRJk4iLi2Pfvn3s27fvnNGroqKieO655wCz/43OnTvz1ltvsW7dOpYvX85f/vIXBg0aRN26dYmMjLz4E+LC2rdvz/333w/A+vXr6dKlCzNmzCAuLo5ffvmFiRMnMmLECLp06WJx0op78cUX8fT0BGD06NGMGDGCBQsWsGnTJpYvX87zzz9P586diz+T99xzD82bN7cysoiIiPyJ2qPuo7Laox07dix+7PmDDz5g1KhRLFmyhA0bNvDpp5/Sr18/3nrrreKfrYg4OENESsjMzDRuvvlmAyj365lnnil3P2vWrDln/Y8//vi8x05PTzdiY2NLPV7Dhg1LrP/QQw+VmS8iIsJYu3at0bBhQwMwRo4ceXEnxIXl5eUZw4YNK/McNmrUyNi/f3+5P/Pp06cXLz948GCJ5b179zYAo3fv3uVmqejP6Xyfv48//tgIDAw87+f39ttvN3Jzc8s9loiIiFhD7VH3URntUcMwjJ07dxq1atUqcz+PP/74edutFf05jRw5sszPw5IlS4qPsWTJknL3U9HPsYi70Z11IqUICAhg3rx5/PLLL9x99900atQIf39/fHx8qF+/PoMHD+a9997jscceK3c/Xbt2pVmzZoA52tOwYcPOe+ygoCBWrlzJww8/TMuWLQkICCh3/ddff52FCxcyaNAgwsPD8fPzo0mTJjz00ENs3LiRyy67rOJv3A15e3vzxRdfMHv2bK688kpCQ0MJCAigZcuWTJ48mbi4OGJjY62OeUGGDx/Orl27ePrpp+nevTvh4eF4eXkRGBhI8+bNGTlyJL/88gtz5szBx8fH6rgiIiJSCrVH3UdltUdbtGjBhg0bmDhxIg0bNsTHx4fIyEiuvvpqFi5cyEsvvVQN70ZEKoPNMMrphEBELklaWhq1a9cmOzubiRMn8vbbb1sdSURERETciNqjIiLOR3fWiVShOXPmkJ2dDcC9995rcRoRERERcTdqj4qIOB/dWSdSRQoKCmjdujV79uyhS5curFu3zupIIiIiIuJG1B4VEXFOXlYHEHElKSkppKSkcOrUKV5++WX27NkDwOTJky1OJiIiIiLuQO1RERHnp2KdSCV64403+Mc//nHOa9dffz1Dhw61KJGIiIiIuBO1R0VEnJ+KdSJVwMvLi4YNG3LHHXfwl7/8xeo4IiIiIuJm1B4VEXFe6rNORERERERERETEQWg0WBEREREREREREQehYp2IiIiIiIiIiIiDULFORERERERERETEQahYJyIiIiIiIiIi4iBUrBMREREREREREXEQKtaJiIiIiIiIiIg4CC+rA4iIVKaV+5L5dks8+09mYgOubBrBTZ3rUSfU3+poIiIiIuJqCvJg+3zYtRA8veHqf0FQLatTiYiTsxmGYVgdQkSkMizbc5LR09di/9NvtYggHxY/3IvIYF9rgomIiIiIa7IXwn+bQVay+X1QbRj5DUQ2tzaXiDg1PQYrIi4hMS2HBz/ZgN2A/i2jeOOOjrwwtA2xEYEkZ+Tx6KebyMorsDqmiIiIiLgSD0/oNgE6jYSwBpBxAmYPhd2LQffFiMhF0p11IuISDMPg/V8P8NPORD4aczm+Xp4A7D6Rzg3/+43cAjtt6obw8ZhuhPp7W5xWRERERFxOVgpMGwTJe8zvmw6Eoe9BQPi566Ueg/iN0HJw9WcUEaegYp2IuJSCQjtenufeNLz+UArjZseRkpnHI/2b8kj/ZhalExERERGXlpUCK16H1W9DYR7U7Qx3fwV+IeZyeyHMHAyHV8CAf0LPhy2NKyKOSY/BiohL+XOhDqBLTDhPXdMCgMVbT1R3JBERERFxFwHhMOAfMPYX8K8Bx+Ng+jVw+rC5fN1Us1DnEwQtrrc2q4g4LBXrRMQtDGpVGy8PG7sT0zlwMsPqOCIiIiLiymq3Ne+oC6wFidvgg76QtAuWv2wuH/APqNnY0ogi4rhUrBMRtxAa4E2PJhEALN6mu+tEREREpIpFd4BxSyCyJWSdgqn9ISMRQhtAxxFWpxMRB6ZinYi4jatb1wbg283xqLtOEREREalyofWg80hzPi/dnPZ6HLx8rMskIg5PxToRcRvXtq2Nr5cHu06ks+HIaavjiIiIiIg7CKr1x3yL66Hj3dZlERGnoGKdiLiNsAAfBrePBuCj1UcsTiMiIiIiLu/4Bvj6wT++v+FN8NCf4SJSPv2WEBGXt+XYGUZMW8upjFzu7tYQgIVbEtiXpIEmRERERKQKpCfCV/fDB1dBfuYfr+ep/Ski56dinYi4rJPpufxl/lZufGsFv+45yas/7aF9/TB6NqlJXqGdcbPXk5lbYHVMEREREXElKQfh3Z6w6SPAgLa3gneguSz1uKXRRMQ5qFgnIi4nNTufSZ9tose/fmbO2iMYBgztWJeHrmoKwGu3daR2iB8HTmbyr8W7LE4rIiIiIi7jzBH4+BbIPAmRLeDen+CmD8yRYQHSVKwTkfPzsjqAiEhl2peUzrhZcRxINh836NggjL9c05KujcKL14kM9uWlW9px94drmbvuCH+9riV+3p5WRRYRERERZ1aYD7sXw+GVEDcDCrIhpC7c/RWE1DHXCTH7TSYt3qqUIuJEVKwTEZfxy65EHp6zifTcAqJD/XhzeEc6Nwwvdd0rmkRQM9CHU5l5bI9Po3PDGtWcVkREREScXuIOmDcKknf/8VrDnuZAEkWFOvijWHf6YLXGExHnpMdgRcQlfL3pOPfOXE96bgFdG4XzzYNXlFmoA7DZbLStFwrA7hPp1RVTRERERFzFzm/NASSSd0NABHS5F26dDaMWQs3G565bv9vv2yww78QTESmH7qwTEaeXk1/Ii4t2Yhhwa5d6PD+kLT5e578WUTvED4BTGblVHVFEREREXMm6qbDwccCAxlfBsA8gMKLs9ZsOMAt6mUmwfwk0G1htUUXE+ejOOhFxeu8u209iWi7RoX48N6RNhQp1ADWDfAA4lZlXlfFERERExJVsmgMLHwMM6DwKhs8rv1AH4OkN9S4z51OPVnVCEXFyKtaJiFM7mpLFO0v3A/DX61rh61XxgSJqh/oDcOhUZpVkExEREREXc3glfPOAOd/9Abj+NfC80AfWjMpOJSIuRsU6EXFqX208Tm6Bna4x4VzbtvYFbduqTggA246nYRhqNImIiIjIeSz7D9gLoPUwGPAc2GwV37ZWS3O65/uqySYiLkPFOhFxWoZh8P2OEwAM7hCN7UIaS5jFOg8bJGfkkpSufutEREREpBw5aXBgiTnf/1nwuMA/pzveBdhg7w+w98fKTiciLkTFOhFxWgu3JrDteBo+nh5c17bOBW/v7+NJk1pBAKw5mFLZ8URERETElez5zpx6B0CNhhe+fc3G0OpGc/7jm2HBJMjNqLx8IuIyVKwTEaf0885EHv10EwCjr4ghPNDnovbTr2UUAC//sJuc/MLKiiciIiIiriInFRY9CV+ON79vd9vF72vI29B1nDm//kN49wpIP3HpGUXEpahYJyJOJ+5wChM/2kB+ocF1bevwxMDmF72v+/s2ISrEl8Onsnj794EqREREREQAyMuCj2+Bte+BYYdOI+Haly5+fz6B5vZ3fwXBdeD0Qfh+cqXFFRHXoGKdiDiV1Kx8HpqzibxCOwNbRfHa7R3w8rz4X2VBvl78/frWALy7dD8HkzUyrIiIiIgAhgFfTYSja8AvFO78HAa/Dp7el77vxn3hto/M+V2LoCDv0vcpIi5DxToRcRp5BXbu+ySO42eyiakZwCu3dcD7Egp1Ra5tW5tezSLJK7Tz96+3aWRYERERETFHft3xFXh4w+1zoOmACxv99XzqdoaAmlCQDQmbKm+/IuL0VKwTEadgGAZPzd/Cin2nCPDx5K07OxHk61Up+7bZbPzzhtb4eHmwfG8yC7YkVMp+RURERMRJrZ8GS1805697GWJ6Vv4xbDZo0N2cP/hr5e9fRJyWinUi4hRe/Wkv8zccx9PDxlt3dqJ1dGil7j8mIpD7+zQB4LkFO0jLya/U/YuIiIiIEygsgEVPwIJHze+73QedR1bd8WL7mNODy6ruGCLidFSsExGHN3vVId74eS8ALwxpQ9/mtarkOBP6xNIoIpCk9Fye/kqPw4qIiIi4nRWvwdr3zfmr/gaDXqza4xUV646sNgezEBFBxToRcXCzVx3i6a+3A/DgVU24vWuDKjuWr5cn/72lHZ4eNr7eFM/zC3dit6tgJyIiIuIWCvJg7Qfm/HUvQ68nKrePutLUbAIhdaEwD46urtpjiYjTULFORBzWN5vjiwt143vFMmlAsyo/ZueG4Tx7gzk67Ie/HeSp+Vt0h52IiIiIq7Pb4fu/QMYJCIqCjiOq57g22x931+35vnqOKSIOT8U6EXFIv+1N5rHPNgEwsntDnrqmBbaqvrL5u7u7NeTlW9rj6WHjs/XHWH0gpVqOKyIiIiIWSNgCMwfDuqnm99e+BF4+1Xf81kPN6aZPIDe9+o4rIg5LxToRcTjbjqcyfvZ68gsNrmtbh78Pbl1thboiN3Wux/DfH7l9Z9n+aj22iIiIiFSD3HT45kF4rxcc/g28/GDo+9DqxurN0bgf1GwKuWmwYXb1HltEHJKKdSLiUA6fymTU9LVk5hXSPbYmr9xm3uFmhVE9YwBYsS+ZQvVdJyIiIuI64jeZRboNswAD2twM96+F9rdVfxYPD+jxgDm/6i0ozK/+DCLiUFSsExGHkZyRy8hpa0nOyKNlnRDeG9EZXy9Py/LE1AzEwwaFdoNTGbmW5RARERGRSmIYsPpd+HAApByAkHowahHc/CHUaGhdrna3Q2AtSDsG2+Zbl0NEHIKKdSLiEDJyCxg9fR2HTmVRr4Y/M0dfRoift6WZPD1sRAT5ApCYpmKdiIiIiNP75Tn47v/M0VdbXA8TlkNMT6tTgbcfdB5pzu/9wdosImI5FetExHJ5BXYmfhTH1uOphAf6MOuertQK8bM6FgDhgWbnwqez8ixOIiIiIiKXZONHsPxlc37gC3DbRxAQbm2mszX8vWh4bJ21OUTEcirWiYil7HaDJz/fzPK9yfh7ezJt1GXERgZZHatYsJ8XAJm5BRYnEREREZGLdmAZfPuwOd/rCbOPuGoewOy8ojuY0zOHIeOkpVFExFoq1omIpb7ZHM9Xm+Lx8rDxzl2d6FA/zOpI5wjyNYt16SrWiYiIiDinlIMwbyTYC8yBJPr+1epEpfOvAXU6mPObPrY0iohYS8U6EbGMYRh8+NtBAB68qil9mteyOFFJgb66s05ERETEaeVmwNzhkH0a6naGG99yvDvqztZ1rDn97VUzs4i4JRXrRMQyG46cZuvxVHy8PLi7u4Wjb5Ujt8AOYOmotCIiIiJyEQwDvpoISTsgKMrso87bMfpFLlP7O6BWK8g5Az88DXa71YlExAIq1omIJfIL7Tz7zQ4AhnSILh7IwdGc+X1gibAAa0emFREREZELUJALCx6Bnd+AhzfcOhtCoq1OdX4entB3sjm/cTb89rK1eUTEEirWiYgl3l6yn63HUwn19+axgc2tjlOmM1n5AIT5q1gnIiIi4hROH4ZpgyBuBmCD61+FBpdbnariWg6Ggc+b82s/gMJ8a/OISLVTsU5Eqt3RlCzeWrIPgOeGtCEqxHEfRziTbTaOQnVnnYiIiIhjMwzYuQDe6wXxG80BG+78HDrdbXWyC3f5BPPR3YxE2DzH6jQiUs1UrBORamUYBn//eht5hXZ6NK7J4HZ1rI5Urpz8QgC8PPTrUkRERMRhndgKs26ET+80+3ur2xnGL4em/a1OdnE8vaHHQ+b8r/+1NouIVDv99Ski1Wre+mMs2X0SHy8Pnr2hNTZHHo0LaFIrCIDt8akWJxERERGREux2+Pk5ePdKOLgMPH2g5yMwejGE1bc63aVpPcScph23NIaIVD8V60Sk2mTkFvCf73cBMGlAM5pFBVuc6Py6NgoHYNmekxYnEREREZFz5OfAF/fC8v8CBrQeBg+sgwH/AC9fq9NdukJzoDO8HLfLGBGpGirWiUi1efXHPSRn5NEoIpB7r2hkdZwKGdgqCoAfdySSlVdgcRoRERERASDzlPnY6/b55mivQ96BW6ZDjRirk1Weglxz6uljbQ4RqXYq1olItVi5L5npKw4C8PfBrfD2dI5fP50a1KBBeABZeYX8sD3R6jgiIiIicmo/fDgAjq4G31C46wvoMNzqVJWvqFjnCncJisgFcY6/lkXEqS3emsCoGeuwGzC0Y136Nq9ldaQKs9lsDOtUF4DP1h+1OI2IiIiIm0s9ZhbqUvZDaAO49weI7W11qqphmAOd4eFlbQ4RqXYq1olIlTmTlcdjn21m4scbyCuwM6BVFFOGtbU61gW7qVM9vDxsrNx/il/Vd52IiIiIdda8B1mnoFZrGPMT1GphdaKq4+VvTjNPQrqe8BBxJyrWiUiV2JmQxqDXfuWLDcew2WDMFY14585O+Hl7Wh3tgtUPD2BE9xgA3lm639owIiIiIu4q4ySsn2bOX/U3CI6yNk9Vq9US6l0GBTnw60tWpxGRaqRinYhUul0n0rjtvVUkpuUSGxnI5xN68LfrW+HlJP3UlWZE94YArDuUQnpOvsVpRERERNzQmnchLwOiO0Kzq61OU/VsNuj/rDkfNx2S91oaR0Sqj/P+5SwiDqnQbnDfxxtIyymgY4MwvpzYk84Na1gd65LFRATSKCKQArvBin3JVscRERERcT9Zp8xp437g4SZ/ysZcAU0Hgr0APhsJeVlWJxKRauAmv+FEpLos2prAgZOZhPp7M33UZYQGeFsdqdL0aR4JwNLd6rdOREREpNqFNTCnqW426NfgNyCwFiRth4WTwDCsTiQiVUzFOhGpNGk5+Ty/cAcAo3rEEBbgY3GiylU0iu2S3UkYaiSJiIiIVK+AmuY0+7S1OapbSB24eRrYPGDzHNgwy+pEIlLFVKwTkUrzn+92kZiWS0zNACb2aWx1nErXtVE4/t6eJKblsjMh3eo4IiIiIu4lO8WcFhXt3EmjK6Hf3835755S/3UiLk7FOhGpFOsOpfDR6iMAvDisrVOO+no+ft6edG9sNg6X79WjsCIiIiLVKvWYOQ2qZW0Oq/R4GBr1hvws+GIMFBZYnUhEqoiKdSJyyY6mZPHop5sAuK1LfXo0jrA2UBXqFhsOwPrDbvb4hYiIiIjVDq8yp9GdrM1hFQ8PGPou+IVBwiZYP83qRCJSRVSsE5FLcux0Fre+t4pjp7NpEB7A5GtbWh2pSnVu+Hux7lAKhXb1WyciIiJSLdLizQEWABr2tDaLlUKi/3gcdsnzkKGnPURckYp1InLR0nPyuXfGehJSc2hSK4h5E7q71OivpWlXL5RQf29OZ+Wz/lCK1XFERERE3MOWT81pgx4QFGltFqt1HgW120FOKnxyK+z7SSPEirgYFetE5KIYhsEjczexOzGdWsG+zL63K1EhflbHqnLenh5c1cLsJ2XVgVMWpxERERFxE0X91UU2szaHI/DwhOtfAy9/iN8AH90E7/eGxO1WJxORSqJinYhclF/3JvPzriR8vDyYOrILdUL9rY5UberXMN9rckauxUlERERE3ESzq83p7u+szeEo6nWGB+Og233gHQAJm+HTuyE/2+pkIlIJVKwTkYsyf4N5dXN41wa0qxdmbZhqVjPIF4BTGXkWJxERERFxE0WDSmScgMJ8a7M4itC6cPUUeHgzBNeBlP2wdIrVqUSkEqhYJyIXzDAM1hww+2sb2CrK4jTVr2aQD6A760RERESqjX+NP+azT1uXwxEF1TIfiwVY+SYk77M0johcOhXrROSCHT+TzYm0HLw8bHRsUOP8G7iY6DDzMdijKXrMQERERKR6nDWAgs3TuhiOqvnV0HQQGHZY9abVaUTkEqlYJyIXbHt8GgDNooLx93G/xlJ4wB931hkaeUtERESk6hWc9USDl491ORxZz4fN6aY5kJNmbRYRuSQq1onIBVt70HwEtlV0iMVJrFFUrGxRJxibzWZxGhERERE3UHhWsc7T17ocjqxhDwipZ56rE1utTiMil0DFOhG5INvjU5m58hAA/VvWsjaMRQ4mZwDQorZ7FitFREREql3xnXU28PS2NIrDstmgTjtzXsU6EaemYp2IXJBXfthDgd1gUOsoBrWubXUcSxTazamPl36FioiIiFSLomKdl69ZlJLS1WplTpN3W5tDRC6J/tIUkQortBus+f0R2Aevauq2j4Daf++nzj3fvYiIiIgFCvPMqZcegS2XT6A5LcizNoeIXBIV60SkwnYmpJGRW0Cwrxct67jvI6CJaTkAhAeqc2MRERGRapFy0Jz6h1ubw9HZfv8T3yi0NoeIXBIV60SkwooGlugcUwNPD/e9r2xPYjoATaOCLU4iIiIi4ib2/2JOG/WyNoej8/A0p3YV60ScmYp1IlJhRcW6y2Lc+4rm4VNZADSODLQ4iYiIiIib2P+zOW3Sz9ocjs72e7HOsFubQ0QuiYp1IlIhSWk5/LI7CYCeTSIsTmMdwzA4k50PQM1A9ZkiIiIiUuXOHIXkPeYjno16W53GsRU9/qpinYhTU7FORCrkvV8PkFdgp0vDGrSvF2p1HMvkFtgptJsDTPj7eFqcRkRERMQNxM0wp/W6gn+YlUkcW14WbJpjzkc2tzaLiFwSFetE5LyOnMpi9urDADzYz31HgQXw9fLAz9v81ZmalW9xGhEREREXl5UCa94z53s8YG0WR5ZyAD6+BZK2Q0BN6DTC6kQicglUrBOR8/rngu3kFdjp2aQmvZq67yOwADabjagQPwCOnc6yOI2IiIiIi1v1P8hLh9ptocX1VqdxPIYBK96At3vA4d/Ayw9unQUh0VYnE5FLoGKdiJRrye4kftqZhJeHjX/c0Nqt76or0rJ2CAA7T6RbnERERETEhaXF/3FXXe+nQO3Qkpb/F358GgqyzZFyJ66EmCusTiUil8jL6gAi4rgKCu28uHAnAKN7xtCkVrDFiRyLYRhWRxARERFxTVkpMHso5GVAnQ7Q4jqrEzme3Az49b/m/IDnoMeDKmiKuAjdWSciZfo87hh7kzIIC/DmgauaWh3HIRxNyeKXXeaouB3qh1kbRkRERMQV5abDRzfByV0QHG0+1qkiVEmr/gcFOVCjkQp1Ii5GxToRKZXdbvD6z3sBeKBvE0L9vS1OZL3cgkImfBRHXqGdro3C6RITbnUkEREREddSmA9zh0P8BvAPhxFfQY2GVqdyPIbxxyi5vf9PhToRF6NinYiUavOxMySk5hDs68Xd3dVAAnh7yX62x6cRHujDq7d1sDqOiIiIiOv59b9w8FfwCYK7voDI5lYnckypRyE9ATy8ofUQq9OISCVTsU5ESvXd9hMAXNksAl8vT4vTWO+nHYm88Yt5p+Ezg1tRN8zf4kQiIiIiLubYevj1JXN+8OtQt5O1eRzZyT3mNKw+eKtdKuJqVKwTkRIycguYs+YIADe0r2txGust2prAxI/jMAwYfnkDbmgfbXUkEREREdez+EkwCqHtLdD2ZqvTOLYtc82pRn4VcUkq1olICXPXHiEtp4DYiEAGtIqyOo6l9iSm88jcTeQXGlzXrg7PDm6NTX2CiIiIiFSuhM1wPM58rHPQFKvTOLbMU7Dja3O+yz3WZhGRKuFldQARcSxZeQVMXX4QgHG9YvH0cN/CVHZeIY9+uom8QjtXtajFG7d3dOvzISIiIlJldi82p82vhqBIa7M4un0/QWEe1G4L0R2tTiMiVUB31onIOV7/eS8n0nKoG+bP0E7u+whsod3gkU83sj0+jRoB3kwZ1laFOhEREZGqUJALWz8352P7WpvFGeRnmtMwDQIn4qpUrBORYnsT0/nw97vq/nlja7ceWOJfi3fy/fZEfDw9+GBEF6JC/KyOJCIiIuKavp8Mp/ZCYC1oM8zqNI7PO9CcZqVYm0NEqoyKdSJS7K0l+yiwG/RvGUW/lu7bV92sVYf44Pei5Uu3tKNLTLjFiURERERcVNwMWDcVsMENb4J/DasTOb6oVuY0aTsYhrVZRKRKqFgnIgDEn8nm2y0JADzcr6nFaazz045Env1mOwCPD2zGjR3c91FgERERkSqVkQQ/PG3O93va7K9Ozs8vzJzmpEL2aUujiEjVULFORACYvuIghXaD7rE1aVsv1Oo4lthy7AwPztmI3YDbL6vP/X2bWB1JRERExDUZBnz/V8hNgzodoOcjVidyDoYBi58052u31Z2IIi5KxToRIS0nnzlrjwIwrnesxWmscTQli3tmrCc7v5BezSJ5bkgbbDYNKCEiIiJSJda8B1s/A2xw7X/Bw337Sr4gm+fA7kXg4Q1D3wO1V0VckpfVAUTEenPXHiEjt4CmtYLo0yzS6jjVLjU7n9Ez1pGckUuL2sG8Nbwj3p66liEiIiJS6TKTYfkrsOZd8/sB/4T6l1mbyVmkHITFT5nzfSdDVGtr84hIlVGxTsTNrdyfzKs/7gVgbK9Yt7yb7LWf9rAvKYPaIX5MH30ZwX7eVkcSERERcT1H18JHN5mPvgJ0GgE9HrQ2k7PIy4RP74LcVKjXFXo8ZHUiEalCKtaJuLFf95xk7Kz15BbYubJpBEM7ut9gCkdTsvh49REA/nNzO+qE+lucSERERMQF2e3w9QNmoa5WKxj4HDTup8c4K8IwzHOXuA0Ca8GtM8FTf8qLuDL9CxdxU8v3nmTMzPXkFdq5qkUt3r6zk9s9+nn4VCb3f7KBvEI7PRrX5MqmEVZHEhEREXFNWz6F5N3gGwL3fAd+7jmg2UVZ9h/YPh88vMxCXUi01YlEpIqpWCfihjYeOc342XHkFdoZ2CqK/w3vhI+XexXqFm5J4KkvtpCeW0BYgDd/H9zKLR8BFhEREaly+36Cb35/3PXy8SrUXYiNH8PSF835a1+Chj2szSMi1ULFOhE3sy8pnXtmrCMrr5ArmkTw5vCOblWoKyi0849vdzB79WEAOjeswZt3dCQ6TI+/ioiIiFS6Pd/DZyPAng9tboI+k61O5DwOLINvf++b7opHocs91uYRkWqjYp2IG4k/k83dH67ldFY+7euF8t7dnfH18rQ6VrV645d9xYW6Cb0b89jAZm73+K+IiIhItdgyD76aAPYCaHY1DHkXPNTuOq+sFNjxFSx50Tx3bW+Bq/5udSoRqUYq1om4iZPpudz14RoSUnNoHBnI9NFdCfR1r18BcYdP879fzJFv/3tLe27uXM/iRCIiIiIuKDcDfv4HrH3f/L7trTDkbfD0tjaXI7IXQuoxSN4LR9fAkVXml73AXF6rFdzwpoqcIm7Gvf5SF3FTJ9NzufvDNRw4mUl0qB+z7r2c8EAfq2NVq4zcAiZ9tgm7AUM6RKtQJyIiIlIVDiyDbx6AM0fM77vdDwOfV7HpzxI2w3eTzQKdPb/k8tptoc3N0GkEeKu7FhF3o2KdiIs7mpLF3R+u4dCpLGoF+/Lx2G7UdcP+2Z77dgeHT2VRN8yff9zYxuo4IiIiIq5nzfuw+AlzPrQB3PAGNO5rbSZHkZEEidsgcTvEb4TtX4FRaC7z9IGwhlC3EzToDjFXQkQTS+OKiLVUrBNxcY/N28yh34tUs+/tSqOIQKsjVbsvNx7j0/VHsdng5VvbE+qvRzBEREREKtXqd+C7p8z5TiNg0IvgG2xtJqvlpML6abB2KqQdK7m89VDo+zcIbwQe7tWPtIiUT8U6ERe27Xgqaw+m4OVhY+64btQPD7A6UrX7YfsJnvx8CwD39WlMt9iaFicSERERcTHJe/8o1F35GFz1NNhs5vd5WRA3A5L3QOZJyEyGwAiI7QOdRoKXC3bNUpgPy/4Da96F3LTfX7RBzcYQ1Rqi2kDDnhDT09KYIuK4VKwTcWGzVh0C4Oo2td2uUJealc8bv+xl2oqDGAZc164Ojw1obnUsEREREdeTk/bHvE8QfD/ZLFIVFph9sp0+WHKbXQvMu/HaDIOu4yEosvryVqW8TPhsBOz7yfw+ojlc8Si0uhF83Ks9LiIXz2YYhmF1CBGpfBuOnObmd1ZiN+DzCd3pEhNudaRqs3JfMg/N3URyRi4Awy9vwD9uaI23pzo2FhEREal0hgHv9zYHTShNSF3ocCcE1TLvqju5B1a8DvmZ5nIvP2h3Gwz4B/jXqL7clS37DHx0ExxfD17+5iiubW7S4BoicsFUrBNxQYZhcO0bv7EzIY0bO0Tz+u0drY5ULQrtBm/+spfXf96LYUDjyED+Prg1vZu5yJVaEREREUeVlQK/vWoOopCZDE0HmIU332Czbza/0HPXzzwF+36ENe9B/AbztUa94K4vwdMJHwAryIOPhsGh5eAXBnfOg/pdrU4lIk5KxToRF7TteCrXv/kb3p421k7uT41AF+wL5HeGYZCVV0hCag7PfLONFftOAXBbl/o8e0Nr/H3UWa+IiIiIwzIMOPgrzLnDvNPu8olwzb+sTnVhMpPhq/tg7/fmY8CjF0OddlanEhEn5oSXLETkfFIy8wAosBukZOW5XLEuO6+QX/ee5Le9yfy4I5ETaTnFy/y9PXlhaBuGdapnYUIRERERqRCbDWJ7w7D34NO7YM07ULsNdLzL6mQVs+8ns1CXkQiePnDLDBXqROSS6c46EReUV2Dn+jeXsycxgyEdonnNRR6DNQyDb7ckMGXRThJSc85Z5uPlQdu6ofz7prY0qRVsUUIRERERuWhLpsCyf5lFr1ELHfsxUsMwH/v9+R/m95Et4KapULuttblExCWoWCfior7blsCEjzbQOjqEhQ9daXWcS5aanc9f5m9h0dYTANQO8aN/q1r0axnFZTHhBPp4YrPZLE4pIiIiIhfNbofP7jZHivULhbu/hLqdrU5VUkEuLJwEGz8yv+9yDwx6Ebz9rc0lIi5Dj8GKuKhaIX4AnMnKtzjJpdt45DQPztnIsdPZeHnYePCqpozvHYuft/qjExEREXEZHh4w9D1zRNWjq2HWEOg6FtrfARFNrU5nOh4HXz8ASTvA5gHX/MfMKCJSiVSsE3FR8WeyAYgIcu7+6pbvPcmYmevJLbDTIDyAN+/oSPv6YVbHEhEREZGq4BsEd30On9wGh1fA8pfNr+4PwKAXrMmUkwprP4DtX0HiVvO1gAgY+q456q2ISCVTsU7ERcUdPg1AoK/z/TM3DIMFWxKYufIQcUdOYxhwVYtavHZ7B0L8vK2OJyIiIiJVyTcYRnwNO7+FzXPNUVZXvw3d74eQ6OrNcmCZOYBE2jHzew8vaD0Urv4XBEZUbxYRcRvqs07ERX258RiPfroZgDZ1Q+jUoAYt64Rwc+d6eHt6WJpt94l0ftqZSFJaDh0ahNEmOpQAXy9smEXGD387yKajZ4rXv75dHV65tQM+XtbmFhERERELTLsGjqyEzqPh6inV1zfcz8/B8v+a8zVi4MrHoMX1EBBePccXEbelYp2IizIMg39/t5t3l+0/5/XbL6vPv26qvuHkc/IL2ZOYzo74NHYkpLHhyGm2HU8773YBPp6M6xXLLV3qUzdMnfWKiIiIuK2d38Knd5nzXv4QXBu8A6D+ZRDbF1oOBo9K7ss4bgZ8+7A53+UeGPCc+YiuiEg1ULFOxMUlpeewfE8yaw+m8On6owC8fEt7bupcr8qOmZ1XyLpDKXy7OZ6vN8WTV2g/Z7mXh40+zSOpHx5A3OHTHEnJIiuvkIJCO40jgxjYOoqR3WOKB8kQERERETe38WNY8uIfj6OerX43s/+48EaVc6y9P8Gc28GeD/3+bt5RJyJSjVSsE3Ej//1+N/9bsg8fLw/eubMT/VpGVer+E9NyePOXvXy1MZ6M3ILi12sEeNM6OpTW0SG0rBNCzyYRRAb7ltjeMAxsNlulZhIRERERF2EYcHK3OeBDVjIc+g02zIa8dPAJgltmQtP+l3aMXYvg83ugIBva3Aw3TQW1T0WkmqlYJ+JGCgrtTPx4Az/uSMTLw8Y7d3VmQKtLL9jlFdh5b9l+3l66n+z8QgCiQ/3o3jiC4Zc3oFODMBXhRERERKTynT4MX000R4718ocRX0GDbhe3r62fwxf3mvPNrobbPgJPDW4mItVPxToRN5NfaOfxeZv5elM8/t6ezBh9GZfH1rzg/RiGwZ7EDH7dc5JP1x9lX1IGAJ0ahPH4wOZ0i62Jh4cKdCIiIiJSxQrzYe5w2PsD+IfDxJUQUufC9pFyEN690rxLr9NIuO5lFepExDIq1om4oYJCO2NmrWfp7pP4eXswbdRl9Gj8x9DzhmFQaDcosBvkFdqx2w2C/byxGwabj57h1z0nWbg1gf0nM4u3qRnow98Ht+KG9tG6i05EREREqldeFkwbBCe2QMyVMPxT8Ak0l53YClvnQVaKWYCL7Qt1O0FIXfMRV8OAaVfD0dXQoDuMWlj5A1aIiFwAFetE3FROfiETPopj6e6TBPl6MbFPY3LzC1l14BQ7E9LP6XMOwNvThqeHjZz8PwaL8PHyoEfjmlzRJIKbO9cjLMCnut+GiIiIiIjp5B54vzfkZ0FkS+h4J2ybD/EbSl/fNwRqtQTDDsfWgZcfPLAOwhpUb24RkT9RsU7EjeXkFzLiw7WsPZRS4W3CA33oHluTAa2i6NeyFsF+ejxARERERBzEkdXw2QjISPzjNQ9vaHEd1GkHaQlwaDmc2gf2cy9O02kk3PBG9eYVESmFinUibi6/0M7Hqw/z084kwgN96NmkJh0b1CAyyBdvLw+8PMw76k6m55KdX0ijmoHqi05EREREHFd6Ivz2qvlIbMMecPkECIw4d52CPLNgl7TDfEy2MB/6PAV+IdZkFhE5i4p1IiIiIiIiIiIiDsLD6gAiIiIiIiIiIiJiUrFOpAwzZszAZrNhs9k4dOiQ1XHEAkuXLi3+DCxdurTE8lGjRmGz2YiJian2bCIiIuL61B6V87VHRcQ1qVgnIuJCDh06xP/93//RuXNnwsLC8Pb2Jjw8nB49evDPf/6TpKQkqyOKiIiIiIhIObysDiAiIpVj9uzZjB8/nuzs7HNeP336NKtWrWLVqlW8/vrrzJ07lwEDBliUUkRERERERMqjO+tEyjBq1CgMw8AwDD3mKA5vxYoVjBo1iuzsbDw8PBg9ejRfffUVa9eu5fPPP2fw4MEApKSkcOONN3LgwAGLE4uIiMj5qD0qIuKeVKwTEXEBU6ZMwW63A/Dmm28ybdo0brzxRi677DJuuukmvvnmGyZNmgRAdnY2r7zyipVxRUREREREpAwq1omIuICVK1cCULNmTe67775S1/n73/9ePL9q1apqySUiIiIiIiIXRsU6kTKUN/qW3W7nl19+4fHHH6dnz55ERETg7e1NWFgYHTp04PHHH+fIkSPnPUZcXBz33nsvzZo1IzAwED8/P+rXr0/nzp25//77+eabbzAM45xt/jwilN1u54MPPqBHjx6Eh4cTGBhI+/btmTJlCjk5OZV5SlxOdnY2L774Iu3btycwMJCaNWvSs2dPPvjgg+K71C5F0c/p2WefBWDJkiUMGTKE6Oho/P39admyJc899xyZmZnnbLdo0SKuvfba4vVatWrFlClTyMvLK/NYRcsaNWpU5jqhoaFEREScs76IiIg4LrVHXd+ltkdjYmKw2WyMGjWq3PVGjRqFzWYr9XHqQ4cOFf88Z8yYAcCPP/7I4MGDqV27Nr6+vjRq1IiJEydy7NixMo/x7LPPFu8HICcnh5deeolOnToRHBxMcHAwXbt25X//+x8FBQXnfW8ibs0QkVJNnz7dAAzAOHjw4DnLnnnmmeJlZX0FBAQY8+fPL3P/r7zyiuHh4XHe/aSnp5+z3ZIlS4qXff/998bVV19d5ratWrUyEhISquL0OL2EhASjZcuWZZ67QYMGGd9//33x90uWLCmxj5EjRxqA0bBhw1KPUbTtM888Y0yZMsWw2WylHqtHjx5GRkaGYbfbjYceeqjMTFdffbVRUFBQ6rE6depkAEbNmjXLfM+pqanF+7rpppsu5rSJiIhINVJ71LVVRnu0YcOGBmCMHDmy3GOV1249ePBg8TGmT59uPPXUU2VmioyMNHbs2FHqMc7+TJ44ccLo0KFDmfsZPHiwUVhYeBFnTcQ9aDRYkYtQUFBAnTp1GDp0KN27dyc2NhY/Pz+OHj3KypUrefvtt8nIyGD48OFs2LCBli1bnrP9li1bePzxx7Hb7TRq1IgHHniADh06EB4eTnp6Ort372bJkiV8/fXX5eb429/+xrp16xg4cCATJ06kfv36HD16lLfffpsff/yRHTt2MHjwYFavXo2np2dVnhKnUlBQwPXXX8/OnTsBzjl/R44c4e233+b7778nJSWlUo63ePFi1q5dS/fu3XnwwQdp1qwZycnJvP766yxevJiVK1cyZcoUwsPDeeONN7jmmmsYM2YMMTExHDt2jClTprB69Wq+++47PvjgAyZMmFDiGBMmTGDcuHGcOnWKd999t9R1nnvuuXPWFxEREeel9qhzq+72aEV98MEHrFy5kt69ezN+/HiaNWvGmTNnmDVrFrNmzeLkyZPcc8895+1SZdiwYezYsYOHHnqIwYMHEx4ezu7du3nuuefYuXMn3377LR988AHjx4+vpncm4mSsrhaKOKryrmQePHjQyMvLK3Pbo0ePGnXr1jUA46677iqx/OmnnzYAIzAw0Dhx4kSZ+zlz5kyJK05nX8kEjHHjxpW67b333lu8zltvvVXOO3U///vf/857/u65555zzvOl3FnH73ey/fmuuIKCAqNbt24GYAQHBxt+fn7GI488UmI/mZmZxVdN27VrV+qxCgoKjBEjRhiA4eHhYYwZM8b45ptvjHXr1hlffPGFMWTIkOIsf/3rX8s/QSIiIuIQ1B51XZXVHq3sO+sAY+zYsYbdbi+x3pgxY4rX2bBhQ4nlZ99Z5+3tXWreU6dOGVFRUeW2a0XEMNRnnchFiImJwdvbu8zl9erV44knngAotZ+PEydOANCsWTOioqLK3E9oaCgeHmX/M42KiuLVV18tddlrr71GZGQkAG+//XaZ+3BHReejvPP3+uuvF5+/SxUQEMD7779f4mqyp6cn48aNAyA9PZ3IyEj+85//lLr9yJEjAfMqeGpqaol1PD09mTlzJvPmzaN9+/ZMnTqVG264oXg02K+++oq+ffvy448/8vzzz1fK+xIRERHrqD3q3Kq7PVpRderU4c033yzud+5sjz/+ePH88uXLy93Pgw8+SJ8+fUq8Hh4ezujRowHYunVrqe1aEdEAEyKVIi0tjYMHD7J9+3a2bdvGtm3bCAgIOGfZ2erUqQPAjh07WLt27UUf99Zbby0+zp8FBQVx6623ArB9+/biBpm7S0hIYMeOHUDFz9+lGjBgAOHh4aUua9++ffH8sGHDymx0n73enz9PRXbu3MmsWbPYunVrqctXrVrFhx9+yPHjxysaXURERJyE2qPOw4r2aEXdfPPN+Pr6lrqsefPmBAUFAXDgwIFy93PnnXeWuaxz584AGIZRZrtWxN2pWCdykQ4fPsyDDz5ITEwMoaGhxMbG0qZNG9q2bUvbtm2L75gCSE5OPmfbO+64A29vb3Jzc+nZsyeDBw/m3XffZdu2bSWuepbnsssuK3d5165di+fLKuBUpfz8/OLGYmlf+fn51Z7p7PNwIefvUjRr1qzMZWFhYRe8Xnp6eonly5cvp3v37nz77bfUrVuX2bNnc+LECfLy8jh69ChvvfUWAQEBzJ07l65du7J9+/aLei8iIiLiONQePT+1Ry9MixYtyl1eo0YNoPT2aEX3c/ZF7PPtR8RdaYAJkYuwePFibr75ZrKysiq0fnZ29jnft2jRgjlz5jB27FhOnz7NggULWLBgAQARERFcffXVjBs3jiuvvLLc/daqVavc5Wc/0lDdndMCHD9+nLZt25a5/ODBg6UOH1+Vzj4PF3L+LkVZV0uBcx4rqeh6hYWF5yzLzc3ljjvuIDU1ldq1a7N69Wpq165dvLxevXrcd9999O7dmy5duhAfH8/IkSNZv379xbwdERERcQBqj1aM2qMXprz2KPzRJv1ze/RC9lNeu1ZETLqzTuQCJScnM3z4cLKysggKCuLZZ59l1apVJCUlkZubi2EYGIbBzz//XLxNaVcnb7rpJg4ePMh7773HsGHDivujSE5O5qOPPqJXr16MGjUKu91eZpbS+pKQinOV8/fdd98VP9r64IMPnlOoO1vr1q256667AIiLi2Pz5s3VllFEREQqj9qjrkPnT0RKo2KdyAX6/PPPOXPmDABffvklzzzzDN26dSMyMhIfH5/i9Spy5TA0NJRx48bxxRdfkJSUxI4dO5gyZQrR0dEAzJw5kzfffLPM7RMTE8vd/9nLy+ozrSrFxMQUNxZL+6ruq5jwx637cGHnz5Ht3LmzeL5Tp07lrlvURwjArl27qiyTiIiIVB21RyvO1dujRXeplVdQBcjMzKxgOhFxBCrWiVygor6+wsPD6d+/f5nrXcwjhi1btuSpp55i9erVBAYGAvDZZ5+Vuf66devK3d/Zy9u0aXPBeVzR2Y9BXMj5c2ReXn/0aFBQUFDuumf3y3L2diIiIuI81B51bpXZHg0ODgbg9OnT5a63Z8+eCqYTEUegYp3IBSoqhuTk5JR5BSsrK4vZs2df9DHq169fPNjAnzsDPtu8efNK9D9SJDMzs7hh1apVq+IRv9xddHQ0LVu2BCp+/hxdo0aNiueXL19e7rrLli0rdTsRERFxHmqPOrfKbI8Wtec2bNhQ5sAg27dvZ8uWLZeQWESqm4p1IheoadOmgNkAKu0/z8LCQsaMGUN8fHyZ+/jqq6+KH10ozdGjR4sfUSyvoHLixAkee+yxUpdNmjSJpKQkACZOnFjmPtxR0fko7/w9+uijxefP0fXr16+4E9933nmnzJHWFi9ezJdffglA3bp16dChQ3VFFBERkUqk9qjzq6z2aO/evQGIj49nzpw5JZanp6dz7733XmJaEaluegZK5ALdeuutTJ48mdzcXEaPHs2mTZsYMGAAoaGhbN++nTfffJO4uDh69uzJihUrSt3Ha6+9xp133sl1113HVVddRcuWLQkNDeX06dOsX7+eN998s/gK24QJE8rM0qVLF9555x0OHjzIhAn/396dh0dVHf4ff89MVgIk7GHfZBVQBAX3pYq4tG7grtSvrda2Vtv66261rf1q1Wq/XajVKrZWcd+XotR9Q2QRkU1kDSA7BEjIMjO/P67SWkVRkpzM5P16Hp5zZpLM/ST65Ln5zL3nfIOuXbuyfPly/vznPzNp0iQAhg4d+qmv0RRddNFFTJgwgRkzZnziz2/8+PE8/fTTDB8+PCN2TC0pKeFHP/oRP//5z9myZQsHHHAAF198MUcddRStWrVi9erVPPLII9xyyy073n2/5pprPrITlyRJyhyej2a+ujofPfvss7nyyispLy/n/PPPZ+HChRx99NHEYjGmTZvGDTfcQFlZGUOHDmXGjBkN+B1K2i1pSZ9owoQJaSANpBcvXvyRj912223peDy+4+P//e+0005LT548ecfj55577iNff+ihh+70az/8F4/H07/61a8+luu5557b8TmTJk1Kjxo1aqev0b9///SKFSvq8aeUuVasWJHu16/fTn92o0aNSk+aNGmn/w3T6XR63LhxaSDdvXv3TzzGh197xRVX7DTH4sWLd3zehAkTdvp5//nf/ZOypFKp9KWXXpqOxWKf+v9Vbm5u+rrrrvv0H44kSWoUPB/NbnVxPppOp9P33ntvOpFIfOJrFBYWpu+7775PPW/d1fPRdDqd7t69expIjxs37mMfu+KKK3a8zqf5rPNaSem0l1VIX8B5553HSy+9xIknnki7du3Izc2lY8eOjB49mnvuuYe7776bRCKx06+fOHEiN998M2eeeSZ77703paWl5OTk0Lx5c/bcc08uuugiZsyYwc9+9rNPzZGXl8eTTz7J+PHjGTlyJCUlJTRr1ozBgwdz1VVXMX369B07eemjOnXqxIwZM7jqqqsYNGgQhYWFlJSUMHLkSMaPH89TTz31kd3UGrtYLMaNN97I1KlT+cY3vsGgQYNo0aIFiUSC4uJihg0bxve+9z1mz57NZZddFjquJEnaTZ6PZr66Oh8dO3Ysr776KieddNKOHYG7du3KuHHjmDp1KmPGjGmA70ZSXYql0ztZhVJq4m677bYd6zssX76cLl26BE4Uef755zn88MMBeO655zjssMPCBpIkSVK98HxUkpomr6yTdqK8vHzHvLi4OGASSZIkNUWej0pS02RZJ+3EzJkzASgtLaVFixZhw0iSJKnJ8XxUkpomd4OV/sOaNWtYtGgRzz///I6tz4855pjAqSRJktRUeD4qSbKsk/7D+PHj+cUvfrHjcUlJyWcuqitJkiTVFc9HJUneBiv9l3g8TocOHTj99NN57bXX6NWrV+hIkiRJakI8H5Wkps3dYCVJkiRJkqRGwivrJEmSJEmSpEbCsk6SJEmSJElqJCzrJEmSJEmSpEbCsk6SJEmSJElqJCzrJEmSJEmSpEbCsk6SJEmSJElqJHJCB5CkurBqcyX3v1nGG0s2UJNM0am4kBtO2zt0LEmSJDUFqSTMugfmPQFVW6LHexwBB38/dDJJGciyTlJG21pVy6+fmMt9by6nNpXe8XyvdkUBU0mSJKnJqK2Ghy6Adx766PPFXcLkkZTxLOskZazZKzbz7bums2R9BQAjerbm+L06UVKYS4sCf71JkiSpATx+aVTUxXPhoO9Cu34Qi0NJ99DJJGUo/5qVlJH+8fpSfvHYO9Qk03QqLuCG0/bm9UXreXjGCqpqk3RoUcCC1Vs4eZ8utG2eHzquJEmSss2GRbDoeZh5Z1TOnX4X9B0VOpWkLBBLp9Ppz/40SWo8HntrJRdPnAHAqIEduHbMEEqa5XHJ3TN4ZObKj3xubiLGyF5tOHV4V44f0pFYLBYisiRJkrLN/efD7PujeUEx/HApeK4pqQ5Y1knKKLNXbOaUP79KVW2K8w7swc+PH7ijgJuxbCOry7eTlxNn8boKHp25grfKNu/42uOGdOT6MXtRmJcIFV+SJEnZ4srijz4e8Q0YfY2FnaTdZlknKWOs2bKdk8e/StnGSo7o355bzh1OIv7pJ0Pvrd3KwzNWcNML71GTTHN4v3bcdM4w8nMs7CRJkvQFvfsM3DkmmncdAcunRPNDfwSH/zhcLklZwbJOUkZYXb6ds/46hYVrttKtdTMeu/ggigtzd/nrX1+0nq9OeIPtNSkGdy7mT2fuQ7c2zeoxsSRJkrLStvUwfgRsWwv7XQjHXgvTbofHLgFicMbd0G906JSSMlg8dABJ+jTpdJp7py7nqBteYOGarXQqLuAf54/4XEUdwMhebbh13L60apbL2ys285U/vUzZxop6Si1JkqSs9fINUVHXbgAc9cvouWFfhWHnAWm4bxwsfjFkQkkZzrJOUqOVTqe5+ql5/OCBWZRvr2VQ55ZMvGDkF74i7sA92vLEdw5mYMeWbKqo4fKHZ+PFxZIkSdplW96HqX+N5kdfBbkF//7YsddB32OgdjvcdRosnBwmo6SMZ1knqVHasr2GiyfO4OYXFwFw2ai+PPzNA+nepmi3XrdTSSG/P2MoeYk4z81fy+OzVtVFXEmSJGW7dBr++eOojOuyH/T+0kc/nsiFsbfDHkdCTUVU2C15OUhUSZnNsk5So7O9Jsk5t77B47NWkYjH+M0pg/n2EX3ISdTNr6w92jfnW4fvAcCVj77Dxm3VdfK6kiRJymJT/gLvPAjxHDj6fz9519fcAjh9Igz4MqRq4d5xsGl5w2eVlNEs6yQ1Ov/75FxmLt9EcWEu9144ktP27Vbnx7josN707dCc9duqufyR2aRS3g4rSZKkT5BKwQvXwaSfRI9HXQVd99355+fkwUk3Q+lgqFgHD30juipPknaRZZ2kRuXld9fx99eWAvD7M4YyrHvrejlOXk6ca04ZQjwGj89axeWPuH6dJEmS/kt1RbRhxHNXQToJQ8+BEd/47K/Lawan3gE5hbD0ZZj9QP1nlZQ1LOskNRrLN1TwnbtnAHD2yG4c2rddvR5vn26t+O2pexGLwZ1TlnHjMwvq9XiSJEnKIFvXwN+Oh7mPQiIPThgPX/nDJ9/++kla94SDvx/N//WL6Ao9SdoFlnWSGoWK6louuGMaG7ZVM6hzS3567MAGOe5JQ7tw9UmDAfj9swt5dt7qBjmuJEmSGrGa7XDHSbBiGhS2hnMfgaFn7XpR96EDvg35LWHTMlj+ev1klZR1LOskBVdVm+SSu2cyd1U5bZvnc/M5wynMSzTY8U/frxvnHdgDgF8/MZfapO96SpIkNVlb3oeJp8Hq2VDUDr42Gbof8MVeK7cQBnwlmr8+vu4ySspqlnWSgqpJpvj636fxzJzV5CXi3HT2PnQqKWzwHN89qi+ti/J4b+027p7qjl2SJElN0rvPwPiRsOh5yG0Gp9wKbXrv3muOvAhiCZj7GMx7sk5iSspulnWSgvrlY3N4ccFaCnMTTDhvX4b3qJ8NJT5Ly4JcLj2yDwC/m7yALdtrguSQJElSANUV8NqfYOLpULkROu4FX38Weh26+69dOii6HRbgycugctPuv6akrGZZJymYOSvLueP1pcRi0c6vB+7RNmieM/brRq+2RazbWs1fXlgUNIskSZIayMLJ8PuhMOknkKqFwWPha/+C9gPq7hiH/gha9YDyFXDXaVC9re5eW1LWsayTFMzDM1cAcPTAUo4a2CFwGshNxPnhMf0B+OvLi1i4ZkvgRJIkSapXi1+Ef4yBre9DSTc47gY46S+QyK3b4+Q1g1PvgILiaKOJ24+Hde/W7TEkZQ3LOklBzCrbxIRXFgNw0j6dA6f5t1EDO3Bwn7Zsr0lx0T+mU1FdGzqSJEmS6kM6DU/+PyANe54M33oD9j0f4vW00VnHIXD2g5BfDCunw00HwdRb6+dYkjKaZZ2kBrd2SxXfums6Nck0o/csZVQjuKruQ7FYjBtO3Zv2LfJ5d81WfvbQbNLpdOhYkiRJqmublsLaeRDPgeNvjHZurW9dhsM3X4XeR0DtdnjiezDjzvo/rqSMYlknqUFtrqzh3NveYPmGSrq2LuQ3Y4YQi8VCx/qIdi3y+cMZQ4nH4MEZK7j3TXeHlSRJyjpvTojGLvtBYUnDHbe4S3SF3QHfiR4/9h1Y+K+GO76kRs+yTlKD+ulDbzN3VTltm+fz9/8ZQXFhHa8HUkdG9GrDZUf3A+Cap+axrcrbYSVJkrLG+vdgyl+i+YGXNPzxYzE48hcw+NRoU4t7z4XV7zR8DkmNkmWdpAbz7LzVPD5rFYl4jFvHDadn26LQkT7VBQf3onubZmysqOGeqV5dJ0mSlBVqq+D+86C2EnocDH2PDpMjHocT/gQ9D4HqrfDYJZBKhckiqVGxrJPUILZV1XL5w9G7hecf1JO9upaEDbQLchJxzj+oJwAPTC8LnEaSJEm7LZWEBy+AVW9BYeto59eQS7Lk5MFJN0NecyibCoufD5dFUqNhWSepQfxu8gJWbKqkc0khlx7ZJ3ScXXb8kE7kxGO8s7KchWu2hI4jSZKkLyqdhqd+CHMehngujJ0AxZ1Dp4KWHWHIqdF85sSwWSQ1CpZ1kurdmi3b+durSwG46sRBNMvLCZxo17UuyuOwfu0AuO2VJWHDSJIk6Yt76XqYegsQg5Nvhl6HhU70b0PPjsa374O188NmkRScZZ2kenfby0uoTqbYp1sJh/dvHzrO53bBIb0BuHfqcpZvqAicRpIkSZ/btL/Bs1dF82N+A4NODpvnv3UeBj0PBdKw5OXQaSQFZlknqV4tXLOF215eDMBFh+0ROM0Xs1/P1hzcpy21qTS3vbI4dBxJkiR9HsvfgMe/G80P/j6MuDBsnp3pNDQa37obkjVhs0gKyrJOUr2pTab44QNvU51McUT/9hw5IPOuqvvQVw/oAcBjb62kNukuXZIkSRmhchM8cD6kkzDoFDji8tCJdm7YOMhvCWVvwDM/D51GUkCWdZLqzfVPL2Da0o00z8/hVycOIhZyp63ddEjfdrQpymPd1mpeXrgudBxJkiR9lvXvwW2jYdMyKOkOx98YdufXz9K6F5z452j++nh4+/6weSQFY1knqV5MnrOam154D4Brxwyhc0lh4ES7JzcRZ/SgUgAmvbM6cBpJkiR9qmVT4ObDYe1caF4Kp90BBcWhU322AcfDgZdG80e/A2vmBY0jKQzLOkl1bs7Kci69ZyYQ3T567OCOYQPVkaMGdgBg8tzV3gorSZLUWK1bCBNPg6rN0HUEXPgCdNwrdKpdd8Tl0ONgqNkGd50Km8tCJ5LUwCzrJNWpso0VfHXCG2ytqmVEz9b85NgBoSPVmf17t6FVs1zWbqni768tDR1HkiRJ/23bOrjzFKjcCJ32gXMehhaloVN9PokcGDMBWvWATUvh9uNg6auhU0lqQJZ1kurM5ooaxt32Bmu2VNGvQwtuPnc4eTnZ82smPyfBZUf3A+B3kxdQWZ0MnEiSJEk71FTCxNNh45Jojboz74G8ZqFTfTHN28G4x6PvY+MSmHAMTLs9dCpJDSR7/oqWFNzVT83lvbXb6FhcwO3/sy/FhbmhI9W50/ftRpdWhZRvr+Wp2atCx5EkSRJAKgkPfh3KpkJBCZz9ADRvHzrV7inpCl9/FvY6M3r81A+jW3wlZT3LOkl1Ysayjdw9dTkAvz9jKB2LM3tDiZ1JxGOcOrwrAI/MXBk4jSRJkkinoyJr7mOQyIMzJkLbPqFT1Y2itnDCn6I17Gq3w6x7QieS1AAs6yTttmQqzc8feQeAk/fpzL49WgdOVL+O6B+9Szt96UaSqXTgNJIkSU3c7Adg6i1ADE76C3Q/IHSiuhWPQ//jovn7s8JmkdQgLOsk7ba7py7j7RWbaZGfw4+PyZ4NJXamf2kLmufnsKWqlhcXrA0dR5IkqemqroBnfh7ND/0hDDo5bJ760v3AaFz0PFRtDRpFUv2zrJO0WzZuq+a6SfMB+N6ovrRrkR84Uf3LScQ5fd/oVtjf/HMe6bRX10mSJAXx2h+hfAUUd4WDLg2dpv6UDobWvaNbYRf8M3QaSfXMsk7Sbrl20nw2VdTQv7QF54zsHjpOg/nW4XtQlJdg3vtbePHddaHjSJIkNT3lq+DlG6P5kVdCbnaumQxALAa9j4jmq2eHzSKp3lnWSfrC3lyygbunLgPglycMIifRdH6ltCrK49QPrq67a8rSwGkkSZKamFQKHrsEaiqgy34w6JTQiepfXlE0JmvC5pBU75rOX9aS6lRVbZIfPfg26TSMHdaF/Xpm96YSn+TIAR0AWLjGdUMkSZIa1Gt/gHcnQSIfjr8xuvIs2yXyojFZHTaHpHpnWSfpC/nlY3NYuGYrbZvn8dPjsn9TiU/SoWUBAKvLqwInkSRJakKWTYHJv4jmx/wGSgeFzdNQcj4o66q3hc0hqd5Z1kn63O6asow7pywjFoPrxuxFSbO80JGCKC2OyrqtVbVsraoNnEaSJKkJqKmEB78G6SQMGgPDvho6UcNpPzAa5z8Z7YIrKWtZ1kn6XB6ZuYKfPfw2AJeN6sfh/dsHThRO8/wcWuTnALBqU2XgNJIkSU3Aq3+ATcugZWf48u+axu2vH+o7Glr1gMqNMPPO0Gkk1SPLOkm77NG3VvLde2aSSsNpw7vyzcN6h44UXNfWzQBYst53NyVJkurV5jJ46YZoftQvIb9F2DwNLZ6Akd+K5q+Ph3Q6bB5J9cayTtIumbuqnMvufWtHUXf1yYOJNaV3MneiZ7toV65Fa91kQpIkqd6k0/DkD6C2Erod0DR2f/0kQ8+CvOawYRGUTQ2dRlI9sayT9Jm21yS59O6ZVCdTfKl/e64+eTDxuEUdwODOxQBMWbwhcBJJkqQs9uL1MP8JiOdGm0o01TeN84qg37HRfPYDYbNIqjeWdZI+03WT5jN/9RbaNs/jN2OGWNT9h4P7tAXg9UXrqUmmAqeRJEnKQvOegOeuiubHXQ8dh4TNE9qQU6Nx5kSo2hI2i6R6YVkn6VO9/O46bn15MQDXjhlC2+b5gRM1LgNKW5KfE6eiOslKN5mQJEmqW2vmwoMXRPN9v960dn/dmd5fgjZ9oGqzV9dJWcqyTtJObaqo5vv3zQTg7JHdOKJ/h7CBGqF4PEbnVoUAlG20rJMkSaozFRtg4hlQvRV6HAyjrw6dqHGIx/+9Zt/il8JmkVQvLOskfaJkKs0P7p/F6vIqerUr4qfHDgwdqdH68GrDDduqAyeRJEnKEslauP882LgYSrrB2L9BIjd0qsajx0HRuHAy1FaFzSKpzlnWSfqYVCrNjx+cxdNzVpObiPG70/amMC8ROlajVVwYnTiWb68JnESSJClLPHcVLHoecovg9IlQ1CZ0osal+wHQohNs3wTvPhM6jaQ6Zlkn6WP+8uIi7n2zjHgM/u/0oQzpUhI6UqPWsuCDsq6yNnASSZKkLLByBrzyf9H8xPFQOihsnsYonoAeB0bzjUuCRpFU9yzrJH3ErLJN/Pbp+QD86sRBHDu4Y+BEjV9+bvSrdHtNMnASSZKkDJesgUcuhnQKBo2BPU8Mnajxymseje4IK2UdyzpJO1TXprjsvreoTaU5dnApZ+7XLXSkjLCpIlqrrlUz11GRJEnaLa/+AVa/DYWtYPQ1odM0bpUbo7GgOGwOSXXOsk7SDre8tIgFq7fSpiiPX584mFgsFjpSRli5aTsA7VoUBE4iSZKUwdYthOc/KOiOvhqatwubp7ErXxGNxZ3D5pBU5yzrJAHw5pIN3PjMAgB+etwAWhXlBU6UGaprU8xZVQ7Anp1aBk4jSZKUwf71C0hWQe8jYK/TQ6dp/MpXRmPLLmFzSKpzlnWSWLe1im/dNZ3aVJov79WJk4b67tyuWrW5kuraFPk5cbq3aRY6jiRJUmaq2Q4LJ0fzI68E7/D4bFtXR6M75UpZx7JOauKSqTSX3D2D1eVV7NG+Odec7O2vn0duIvo1mk7jz02SJOmLWvYa1FRA81IoHRI6TWZo1TMa18wLm0NSnbOsk5q4G59ZwCsL19MsL8FNZ+9DUX5O6EgZpbgw2lSiOpli3daqwGkkSZIy1JyHo3GPI72qbld1GhqNa+aEzSGpzlnWSU3Yy++u44/PLQTgmlOGsEf7FoETZZ6i/Bx6tSsC4O0VmwOnkSRJykBbVsPMidF87zPDZskkuYXRmKoNm0NSnbOsk5qwm154D4AzR3TjK3t1Cpwmc+3VpQSAWcst6yRJkj63l2+MNpbosh90PyB0msyRiO7woNa7O6RsY1knNVHLN1TwynvrALjo0N6B02S2wZ2LAXh7xaawQSRJkjLNG7fAlD9H80Mu8xbYz6NVj2hc65p1UrZxcSqpiRr//ELSaTi4T1u6tnYX091RWlwAwObKmsBJJEmSMkSyBiZfCa/9MXp8yA+g79FBI2WcriOjcdEL0dV1Oflh80iqM15ZJzVBi9dt4943ywC45Et9AqfJfBXVSQAK83z/Q5Ik6TMtfQ3+euS/i7qDvw+H/yRspkzUeRi07AzVW+CtiaHTSKpDlnVSE/S7yQtIptIc3q8dw3u0Dh0n463dEq0T0rYoL3ASSZKkRixZC49/FyaMhlUzIb8lnHoHfOnn3v76RcTjcMDF0fyF66KrFSVlBcs6qYlZvG4bj761EoDvj+oXOE12WL6xAvj37bCSJEn6BJN+Am/eBsRgn3Fw8TQY+JXQqTLbsPOgWVsoL4tuh5WUFSzrpCZmwiuLSafhiP7tGfTBxgjaPW+XRbvADuzUMnASSZKkRqpyI0y7PZqf8lf4yu+hefugkbJCbgHseWI0n/1A0CiS6o5lndSErN1Sxf3TorXqzj+oZ+A02SGZSjPv/XIAhnQuCRtGkiSpsZr7GCSroP1AGHRK6DTZZdCYaJzzMGwuCxpFUt2wrJOakB8/+DYV1UkGdy7mgN5tQsfJCuu3VlGTTBOLQacSb4OVJEn6RGVTo7HvaNenq2vdRkLHvaGmAqbeGjqNpDpgWSc1EUvXb2Py3NXkxGNcN3YIMU+S6sQD01cA0Ltdc3IS/kqVJEn6mKqtMPfxaN5l37BZslEsBh2HfPAgHTSKpLrhX5ZSE/HcvDUADO/Riv6lrq1WF7Zsr+EvL74HwEWH9g6cRpIkqZGadjtUboDWvaDPqNBpsk86DQufjeZdR4TNIqlOWNZJTUAqleaO15cCcOSADoHTZI8JryxhU0UNvdoWccLenULHkSRJapzeeSga9/06JHLCZslG5Suj3WDjOdDrsNBpJNUByzqpCXhm7mreW7uNFgU5nLZv19BxssLKTZXc9EJ0Vd0lR/bxFlhJkqSdSeRFY21l2BzZ6sNNJVp0gtzCsFkk1Qn/upSyXG0yxW+fng/Auft3p0VBbuBE2eHKR9+hojrJ8O6t+PIQr6qTJEnaqX7HRGPZm2FzZKvyD8q64s5hc0iqM5Z1Upb722tLWbB6K62a5XLBwa6rVheefud9np4Tbdbx65MGE4+7WYckSdJOJaujMa8obI5sVbkpGv35SlnDsk7KYjOXb+I3T80D4Puj+lHczKvqdlc6nebGye8C8PVDetGvtEXgRJIkSY3ch1fUddw7aIys9eHPtWwqpJJBo0iqG5Z1UpbasK2ab/5jGtXJFKP3LOWsEd1CR8oKM5dvYu6qcvJy4lx4SK/QcSRJkhq3ZC0snxLN3am0fhSWRGPV1n9fxSgpo1nWSVkomUpzyd0zWLl5Oz3bFnHt2CHEYt6qWRfunLIMgOOHdKSkWV7gNJIkSY3c7PuhcgMUtoaOe4VOk52WvhqN3Ua6wYSUJSzrpCz0u8kLeOnddRTmJrjp7GG0dFOJOvHOys08NGMFAGeN6B44jSRJUgaY9rdo3P9bkOMbnfViw6JobD8wbA5JdcayTsoyC1Zv4Q/PLgTgmlMGu6ZaHfrfJ+eSTKU5dnApw7q3Ch1HkiSpcavZDis+WK9uz5PCZslmH5Z1rV2iRcoWlnVSlrn7jeUAHDWwAyfs7fbtdaW6NsXUxRuBaLMOSZIkfYZVM6M11IraWSTVp3ULorF1z7A5JNUZyzopi2yurOHeN6Oy7sz93FCiLi1YvYXqZIriwlx6tS0KHUeSJKnxW/ZaNHYbCa6fXD8qNsCaOdG80z5hs0iqM5Z1Uha5f1oZW6tq6duhOYf2bRc6TlZ58d21AAzuXOxmHZIkSbti2evR2G3/sDmyVW01PHZJNG/XH1p0CJtHUp3JCR1AUt15YFoZAOeM7E48bqFUVyqqa7njtaUAnLB3p8BpJEmSMkBt9UevrFPdqq2Ce8+FBf+ERB6Muip0Ikl1yLJOyhJzV5UzZ1U5uYkYX97LQqkuXf3kPFZt3k7H4gJ/tpIkSbti3mOwfTM07wCle4VOk12SNXDfeVFRl1MAp98JexwZOpWkOmRZJ2WJFxZEt2ke2rc9Jc3yAqfJHtOXbeSO16Or6q4dM4SC3ETgRJIkSRlg6m3ROOyrkPDPzjqTSsJDF8L8JyCRD2feA70OC51KUh1zzTopSyxeuw2APTu1DJwke6TTaa5+ci4AY4Z14eA+rgMoSZL0mbatg6WvRPOh54TNkk3S6WiNutkPQDwXTrvDok7KUpZ1UpZYvD4q63q6U2mdeXnhOqYu2Uh+TpzLRvULHUeSJCkzLPwXkIYOg6Gka+g02WPWPTDjDojF4ZS/Qt+jQyeSVE8s66QssWRdVNb1sKyrE+l0mhufWQDAmSO6UVpcEDiRJElShpj7aDT2HRU2RzYpXwlP/iCaH/5T2PPEoHEk1S/LOikLbKuqZc2WKgB6trGsqwsvvruO6cs2kZ8T56JDe4eOI0mSlBk2LYf5T0XzQWPCZskW6TQ8/j2o2gydh8GBl4ZOJKmeWdZJWWBzZQ0AiXiMFgUu4Lu7/vOqurNHdqd9S6+qkyRJ+kypJNx/HqST0PMQ6DAwdKLsMO8JWPBUtE7dCePdsENqAizrpCzQvkU+iXiMZCrN2q1VoeNkvBcWrGXm8k0U5Ma58NBeoeNIkiRlhlUzoWxqNB99TdAoWSNZA0//NJof+B1o3z9sHkkNwrJOygI5iTilH1z9VbaxInCazJZM/cdVdSO6076FV9VJkiTtklQqGlt2hg57hs2SLab+FTYugaL2cPD3Q6eR1EAs66Qs0aVVIQBlGysDJ8ls1zw1l7fKNlOYm+BC16qTJEnada17QiIPylfA4pdCp8l8b9wC//xxND/kMshzbWqpqbCsk7JEl1bNAMu63bFk3TYmvLIEgOvH7kW7FvlhA0mSJGWSorawz7nR/JXfBY2S0So2wKSfwpOXAWkY/j+w79dCp5LUgCzrpCzRq130TtvsFZsDJ8lM67ZWcdGd06lNpTm0bzuOG9IxdCRJkqTMM/z8aFz6WrThhHZdOg2vjYcbBsBrf4yeO/yncNwNEE+EzSapQbmNjJQlRvZqDcDri9aTSqWJx2OBE2WOSe+8z48ffJsN26pp2zyfq04cFDqSJElSZmrXD/KaQ/VWWDvfHWF31Zq58PTlsPCZ6HGrHnDoD2HvM4PGkhSGZZ2UJYZ0KaEoL8HGihreWVnO4C7FoSM1eslUmuufns+fn38PgP6lLfj9GUPp2rpZ4GSSJEkZKp6AjnvD0pdh5XTLus+SSsLzV8NLv4V0CuI5MOoqGPENiPnmu9RUeRuslCVyE3EO6tMWgH/NWx04TWb41eNzdhR15x/Uk0e/fRB9O7QInEqSJCnDdd4nGsveDJujsduyGu4cAy9eFxV1A74M35wCIy+yqJOaOMs6KYt8aUAHAJ58exXJVDpwmsZtyqL13P7qEgBuOHUvLj9+IHk5/kqUJEnabd32j8aZd0Y7mqY9L/2YBZPgzwfAe89CTgGcfAuc9g9ou0foZJIaAf8ylbLIkQM6UJSXYMHqrdw9dVnoOI1WZXWSHz4wC4Az9uvKyft0CZxIkiQpi/QdDX1GQbI62tH08e9CKhU6VeNQsx2e/AHcdSpUrIMOg+CC52HIqaGTSWpELOukLNK6KI/vj+oHwPjn3qO61pOiT3LVE3NYsr6C0pYF/PjYAaHjSJIkZZd4HMbeDgd9D4jBtAkw8XTY8n7oZGGtngO3HA5v/CV6POIi+Nq/oL3no5I+yrJOyjJnjuhG+xb5rNhUyQPTy0LHaVTS6TR/fPZd7pyyjFgMrj5lMC0LckPHkiRJyj55RXDkFdHtnYk8eHcSjB8Jq94KnazhpdMw5Wa4+TBYMweK2sFZD8Ax10BuQeh0khohyzopyxTkJrjw0N4A/Om5hdQkvboOoLo2xeWPzOb6pxcA8KPR/Tm8X/vAqSRJkrLckLFwwQvQth9UboQHL4h2QG0qaqvg3nPgqf8HySrY4yi46FXoc2ToZJIaMcs6KQuduV832jbPo2xjJf+auyZ0nODWbNnOGbe8zj9ej9bxu/z4gTsKTUmSJNWzDgNh3GOQXwxr58GL14dO1DCStfDA+TD3MUjkwzHXwln3QXPfMJb06SzrpCxUmJfYsWnCLS8tatI7w67bWsWZt0xh2tKNtCjI4ZZzh3P+QT1Dx5IkSWpaWnSAY6+N5s9fHe0Sm81SKXjkWx8UdXlw5j0w4kKIxUInk5QBLOukLDXugB40y0swbelGvnXn9Ca52cT2miTn3voGC9dspWNxAY9860COGtghdCxJkqSmaa/TYb8LgXS0S+zkK6P13LLRi9fCrLshloCxf4Peh4dOJCmDxNLpbP3tKOmfs9/nOxNnUJ1McezgUi4/fiAdiwtDx2oQtckUlz/yDhPfWEabojzu+8b+9GrXPHQsSZKkpi2dhhevg+d+HT3ueSgMOhk6DILSIZCTFzZfXVg5A275EqSTcMJ4GHpW6ESSMoxlnZTlnp23mvP/9ibpNOQl4py2b1e+eXjvrC7tNlfU8O2J03np3XUA3HT2MEYPKg2cSpIkSTtMvwMeuyQqtD7Uqgcccx30HRUs1m5Lp6NdX1fNhD1PgrG3Bw4kKRNZ1klNwBuLN3D90/N5Y/EGAIryElw3di+OHdwxcLK6N23pBi67bxaL122jMDfBb0/Nzu9TkiQp4617F2bdC2VTo6vRtm+Knv/SFXDw94JG+8Lm/xMmnga5zeCSWdC8XehEkjKQZZ3UhLz23nqumzSP6cs2AXDxEXvwvaP6EsuChW7nrCzn1pcX88D0MgA6lxRy87nD2LNTceBkkiRJ+kxVW+DZq2DKTdHjkd+EUVdBPBE21+exfCrcNRYqN8L+34ajfx06kaQMZVknNTG1yRTXTZrPX15cBMC4/btzxZf3JB7PvMKuJpli0jvv8/dXl/LGkg07nh87rAs/OXYArYqyYM0TSZKkpuSV/4Nnfh7N+4yCk2+BwpKgkT7T2gXwwjUw+0EgDZ2HwbjHIa9Z6GSSMpRlndRE3TllKT97eDbpNJy8T2euPnkw+TmZ887liwvW8sMHZrFq83YAcuIxjh5UyvkH9WSfbq0Cp5MkSdIX9s5D8NBFUFsJBcXRVWojLozmjc38f8L950FNRfR4rzPg6P+FZq3D5pKU0SzrpCbswellXHbfW6TSMLx7K/46bjglzRr31Whrtmznmqfm8dCMFaTT0LZ5PmeO6MaZ+3WjtLggdDxJkiTVhRXT4eGLYO286HFjKu22b4Zpt8Pb98P7s6LnehwclXQdhwSNJik7WNZJTdzz89dw8cQZbNleS98Ozbnl3OF0b1MUOtbHLF2/jSfffp+bX3yPjRU1AJw1ohuXHz+QgtzMuSJQkiRJuyiVhDkPw/O/gXXzo+dym0G7/tD/WNj7LGjZqWHzTL0Vnr8aKj9YgiWeA8O+CqOvgURuw2WRlNUs6ySxYPUWzrl1CqvLq8iJxzh5n85896i+dCwuDJpr4ZotPDHrfZ6avYp572/Z8fyAji25+uTB7N21JFw4SZIkNYxPKu0+VFACJd2g9+EweCyUDq6fDBuXwANfh7I3osdt+sD+34QBJ0BRm/o5pqQmy7JOEgDLN1Twk4fe5qV31wHQLC/BJV/qw/8c1JPcRLzBctQmUzzx9irueG0pby7duOP5RDzG/r3acMzgUsYO60peTsNlkiRJUiOQSsG6BbDiTZh+Byx//eOfs8dRMPpqaNtn94+XTkPZVJj7KMz4R7TLa14LOPIKGHYeJHJ2/xiS9Aks6yR9xLSlG7n6ybk7irJebYv4+iG9OGlo5zq/3TSZSjN3VTkzl28imUqzfmsVD85YQdnGSiAq6A7p05ZjBnfkqAEd3N1VkiRJ/7a9HMpXwJo50aYU8/8JqRogBgO+DP2Oida3y8mHTvvs+qYPm5bDrLth5kTY8N6/n+88DMb+DUq61su3I0kfsqyT9DGpVJoHppdx9VPz2LCtGoBWzXIZ1LmYDi0LKG1ZQIfiAjq0yKdVUR41yRTVtSlS6TQFuQmWrKvgzaUbWFNexfaaJEX5OTQvyIE0bKqsZnNlDZsqali/tZrKmuTHjt+6KI9x+/fg9P260qGlm0ZIkiRpF6xbCM9cDvOf/OSPF7WDlp2jfxXro3XnmneALvtC1xFR8Tf3UVj0AvDBn8m5RdD/uGiNvH7HQY5vHkuqf5Z1knZqy/Ya7pm6nAmvLGHFpsp6OUaL/Bz26d6K5vk5FOQmGNGrNV8e0onCPDeNkCRJ0hew+h2YeResnAnJKqjY8NEr5HZFj4Nh7zNhwFcgv3m9xJSknbGsk/SZapMppi7ZyIpNlawu3877m7ezujz6t7myhtxEnLycOPFYjMqaJG2b57Ffzzb0bNuM/JwE26pq2bK9lngMSprlUdwsl+LCXFo1y6Nb62Yk4rHQ36IkSZKyWeVG2LQMNq+IrqBL5EUbU5SvgIWTYf1CyG8JvY+AwWOgVY/QiSU1YZZ1kiRJkiRJUiPhdoqSJEmSJElSI2FZJ0mSJEmSJDUSlnWSJEmSJElSI2FZJ0mSJEmSJDUSlnWSJEmSJElSI2FZJ0mSJEmSJDUSlnWSJEmSJElSI2FZJ0mSJEmSJDUSlnWSJEmSJElSI2FZJ0mSJEmSJDUSlnWSJEmSJElSI2FZJ0mSJEmSJDUSlnWSJEmSJElSI2FZJ0mSJEmSJDUS/x9huAFX67FseAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(16, 6))\n", "count = 1\n", "for treatment in TREATMENTS:\n", " for j, line in enumerate(LINES):\n", " mean_cell = mean_cells[treatment][line]\n", " fig.add_subplot(len(TREATMENTS), len(LINES), count)\n", " count += 1\n", " plt.plot(mean_cell[:, 0], mean_cell[:, 1], color=f\"C{j}\")\n", " plt.axis(\"equal\")\n", " plt.axis(\"off\")\n", " plt.title(f\"{treatment} - {line}\", fontsize=20)\n", "plt.savefig(\"cancer_mean_cells.svg\")" ] }, { "cell_type": "markdown", "id": "4de60bc3", "metadata": {}, "source": [ "While the mean shapes of the control groups (for both cell lines) look regular, we observe that:\n", "- the mean shape for cytd is the most irregular (for both cell lines)\n", "- while the mean shape for jasp is more elongated for dlm8 cell line, and more irregular for dunn cell line." ] }, { "cell_type": "markdown", "id": "7d6f6f42", "metadata": {}, "source": [ "# Distance of the Cell Shapes to their Own Mean Shape" ] }, { "cell_type": "markdown", "id": "121ddb01", "metadata": {}, "source": [ "Lastly, we evaluate how each subgroup of cell shapes is distributed around the mean shape of their specific subgroup." ] }, { "cell_type": "code", "execution_count": 54, "id": "328a1783", "metadata": {}, "outputs": [], "source": [ "dists_to_own_mean = {}\n", "nan_ids = {}\n", "for treatment in TREATMENTS:\n", " dists_to_own_mean[treatment] = {}\n", " nan_ids[treatment] = {}\n", " for line in LINES:\n", " dists = []\n", " ids = []\n", " for i_curve, curve in enumerate(ds_align[treatment][line]):\n", " one_dist = CURVES_SPACE_SRV.metric.dist(\n", " CURVES_SPACE_SRV.projection(curve), mean_cells[treatment][line]\n", " )\n", " if ~gs.isnan(one_dist):\n", " dists.append(one_dist)\n", " else:\n", " ids.append(i_curve)\n", " dists_to_own_mean[treatment][line] = dists\n", " nan_ids[treatment][line] = ids" ] }, { "cell_type": "code", "execution_count": 55, "id": "7b0402bb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(3, sharex=True, sharey=True, tight_layout=True, figsize=(8, 8))\n", "\n", "for i, treatment in enumerate(TREATMENTS):\n", " for j, line in enumerate(LINES):\n", " distances = dists_to_own_mean[treatment][line]\n", " color = f\"C{j}\"\n", " axs[i].hist(\n", " distances, bins=20, alpha=0.4, density=True, color=color, label=line\n", " )\n", " kde = stats.gaussian_kde(distances)\n", " axs[i].plot(xx, kde(xx), color=color)\n", "\n", " axs[i].set_title(f\"{treatment} cells\", fontsize=14)\n", " axs[i].set_ylabel(\"Fraction of cells\", fontsize=14)\n", " axs[i].legend(fontsize=12)\n", "\n", "fig.suptitle(\"Histograms of elastic distances to *own* mean cell\", fontsize=20)\n", "plt.savefig(\"dist_to_own_mean.svg\")" ] }, { "cell_type": "markdown", "id": "e3054b08", "metadata": {}, "source": [ "Qualitatively, it seems that the control cells and the cells treated with cytd show the most variability in shape. The distributions of distances are more peaked for the cells treated with jasp, which indicates a lower variability in shape. We can hypothesize that the treatment jasp has an effect on the cell's cytoskeleton, in that it will constrain it, closer to its subgroup's mean shape." ] } ], "metadata": { "backends": [ "numpy", "autograd" ], "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.12" } }, "nbformat": 4, "nbformat_minor": 5 }