{ "cells": [ { "cell_type": "markdown", "id": "44f95c50", "metadata": {}, "source": [ "# Tutorial 5: plotting\n", "\n", "There are three ways to plot a PyTES solution:\n", "\n", "1. PyBaMM's `QuickPlot`, for a quick look at any outputs, with a slider for time;\n", "2. the standard plots of `pytes.plotting`, which compare designs the same way every time;\n", "3. your own matplotlib figures, from the values in the solution.\n", "\n", "All three work on the same solutions. Here they are a discharge of the finned-tube battery ([Tutorial 2](tutorial_2_finned_tube_models.ipynb)) and a charge of the packed bed ([Tutorial 3](tutorial_3_packed_bed_models.ipynb))." ] }, { "cell_type": "code", "execution_count": 1, "id": "2ffefcd9", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T10:05:52.570400Z", "iopub.status.busy": "2026-11-01T10:05:52.570238Z", "iopub.status.idle": "2026-11-01T10:05:55.978689Z", "shell.execute_reply": "2026-11-01T10:05:55.977139Z" } }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pybamm\n", "\n", "import pytes\n", "from pytes import plotting\n", "\n", "t_eval = np.linspace(0, 3600, 121)\n", "finned = pybamm.Simulation(pytes.SharpFrontModel()).solve([0, 3600], t_interp=t_eval)\n", "bed = pybamm.Simulation(pytes.PackedBedModel()).solve([0, 3600], t_interp=t_eval)" ] }, { "cell_type": "markdown", "id": "9db912ae", "metadata": {}, "source": [ "## QuickPlot\n", "\n", "`pybamm.dynamic_plot` plots any outputs of one or more solutions, by name, with a slider for\n", "time. Outputs in a nested list share an axis. Outputs that vary in space, such as the fluid\n", "temperature along the flow path, are drawn at the time of the slider." ] }, { "cell_type": "code", "execution_count": 2, "id": "56ba7e7f", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T10:05:55.981241Z", "iopub.status.busy": "2026-11-01T10:05:55.980760Z", "iopub.status.idle": "2026-11-01T10:05:56.413443Z", "shell.execute_reply": "2026-11-01T10:05:56.412512Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "861c427c33604a70b0537cf4d9b904ad", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(FloatSlider(value=0.0, description='t', max=60.0, step=0.6), Output()), _dom_classes=('w…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pybamm.dynamic_plot(\n", " finned,\n", " [\n", " [\"Inlet temperature [degC]\", \"Outlet temperature [degC]\"],\n", " \"Heat transfer fluid temperature [degC]\",\n", " \"Power [kW]\",\n", " \"Average liquid fraction\",\n", " ],\n", " time_unit=\"minutes\",\n", " spatial_unit=\"m\",\n", ");" ] }, { "cell_type": "markdown", "id": "929b6a8a", "metadata": {}, "source": [ "For a static figure at a chosen time, as in a report, build a `pybamm.QuickPlot` and call\n", "its `plot` method with the time, in the plot's time unit. Outputs that vary in two dimensions are drawn\n", "as a map, here the temperature and the liquid fraction across the storage and along the\n", "tube, after 25 minutes." ] }, { "cell_type": "code", "execution_count": 3, "id": "4ff396c6", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T10:05:56.416979Z", "iopub.status.busy": "2026-11-01T10:05:56.416775Z", "iopub.status.idle": "2026-11-01T10:05:57.049218Z", "shell.execute_reply": "2026-11-01T10:05:57.048244Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "quick_plot = pybamm.QuickPlot(\n", " finned,\n", " [\n", " \"Phase-change material temperature [degC]\",\n", " \"Liquid fraction\",\n", " [\"Inlet temperature [degC]\", \"Outlet temperature [degC]\"],\n", " \"Power [kW]\",\n", " ],\n", " time_unit=\"minutes\",\n", " spatial_unit=\"m\",\n", ")\n", "quick_plot.plot(25)" ] }, { "cell_type": "markdown", "id": "a0b4bc19", "metadata": {}, "source": [ "## Standard plots\n", "\n", "`pytes.plotting` (installed with `pip install \"pytes-thermal[plot]\"`) has the plots used\n", "most often to compare designs. Every model has the same outputs, so they apply to any\n", "model. `plot_summary` gives the inlet and outlet temperatures, the power and the discharged\n", "energy; the bed is charging, so its power and discharged energy are negative." ] }, { "cell_type": "code", "execution_count": 4, "id": "96d8639d", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T10:05:57.050984Z", "iopub.status.busy": "2026-11-01T10:05:57.050809Z", "iopub.status.idle": "2026-11-01T10:05:57.356385Z", "shell.execute_reply": "2026-11-01T10:05:57.354726Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plotting.plot_summary([finned, bed], labels=[\"finned tube\", \"packed bed\"])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "43f5d8f7", "metadata": {}, "source": [ "`plot_power_against_energy` shows how the power a battery delivers falls as it gives up\n", "its energy, the key comparison between designs. `plot_fluid_profiles` gives the fluid\n", "temperature along the flow path at chosen times, here the thermal front moving up the bed." ] }, { "cell_type": "code", "execution_count": 5, "id": "35e45ed3", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T10:05:57.358432Z", "iopub.status.busy": "2026-11-01T10:05:57.358181Z", "iopub.status.idle": "2026-11-01T10:05:57.688195Z", "shell.execute_reply": "2026-11-01T10:05:57.687131Z" } }, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plotting.plot_power_against_energy(finned, labels=[\"finned tube\"])\n", "plotting.plot_fluid_profiles(bed, [0, 600, 1200, 1800, 2400, 3000, 3600])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ed49b75a", "metadata": {}, "source": [ "## Your own figures\n", "\n", "Each output in the solution gives its values at the solution times with `.entries`.\n", "Calling an output gives its value at any time, and at any position for the outputs that\n", "vary in space (`z` along the flow path, `y` across the storage of a finned tube, `r`\n", "across a capsule). Positions outside the mesh points, `output.mesh.nodes`, are\n", "extrapolated, so it is best to stay within them. With these, any matplotlib figure is a\n", "few lines. Here the fluid\n", "temperature along the bed over time is drawn as a map, with the PyTES colourmap `ember`\n", "(see the [plot colours](../plot_colours.ipynb) example for the colour cycles and\n", "colourmaps)." ] }, { "cell_type": "code", "execution_count": 6, "id": "f1b4b070", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T10:05:57.690330Z", "iopub.status.busy": "2026-11-01T10:05:57.690153Z", "iopub.status.idle": "2026-11-01T10:05:57.890277Z", "shell.execute_reply": "2026-11-01T10:05:57.889200Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Z = pytes.PackedBedModel().default_parameter_values[\"Bed length [m]\"]\n", "fluid = bed[\"Heat transfer fluid temperature [degC]\"]\n", "z = fluid.mesh.nodes\n", "T = fluid(t=t_eval, z=z)\n", "\n", "fig, ax = plt.subplots(figsize=(6, 3.5), layout=\"constrained\")\n", "field = ax.pcolormesh(t_eval / 60, z, T, cmap=\"pytes.ember\", shading=\"nearest\")\n", "fig.colorbar(field, label=\"Fluid temperature [°C]\")\n", "ax.set_xlabel(\"Time [min]\")\n", "ax.set_ylabel(\"Height in the bed [m]\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b3d6f327", "metadata": {}, "source": [ "The PyTES colour cycle applies to any figure with a matplotlib style, for one figure with\n", "`plt.style.context(\"pytes.thermal\")` or for every figure with\n", "`plt.style.use(\"pytes.thermal\")`." ] }, { "cell_type": "code", "execution_count": 7, "id": "24dd8f9d", "metadata": { "execution": { "iopub.execute_input": "2026-11-01T10:05:57.891985Z", "iopub.status.busy": "2026-11-01T10:05:57.891815Z", "iopub.status.idle": "2026-11-01T10:05:58.015707Z", "shell.execute_reply": "2026-11-01T10:05:58.014578Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with plt.style.context(\"pytes.thermal\"):\n", " fig, ax = plt.subplots(figsize=(6, 4))\n", " for fraction in [0.2, 0.4, 0.6, 0.8, 1]:\n", " ax.plot(\n", " t_eval / 60,\n", " bed[\"Heat transfer fluid temperature [degC]\"](t=t_eval, z=fraction * Z),\n", " label=f\"{fraction:g} L\",\n", " )\n", " ax.set_xlabel(\"Time [min]\")\n", " ax.set_ylabel(\"Fluid temperature [°C]\")\n", " ax.legend(title=\"Height\")\n", " plt.show()" ] }, { "cell_type": "markdown", "id": "14e2da59", "metadata": {}, "source": [ "Next: [Tutorial 6: experiments](tutorial_6_experiments.ipynb)." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.14.4" }, "widgets": { 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i4uDn5yfdl5qair59+2LHjh3Yv38/QkJCEBgYiODgYLRs2RI3btzI1zkQERFRLggqMHFxccLHx0fExcXJHYpaQkJChImJiZg9e3aW+16+fCmMjY3FokWLhBBCvH79WgAQ3t7eSvUsLS2Fm5ubEEKI1q1bCwCifPnyolq1aqJjx45CCCGMjIzEoUOHpMc8ffpUtGnTRpibm4uyZcsKW1tbsWvXLun+7NrJKLs6H2o7KSlJABCjR48W9vb2oly5csLQ0FD83//9n9i8ebOwtbUVZcuWFaampsLd3T3L46ZOnSpKly4t7O3thaGhofT85Pbc0tqZNm2asLW1FVWqVBHr1q0TQgjRsWNHUa1aNeHs7CxMTU1F586dRVBQUI7nnJvXJac+9+7dK8qXLy/s7OxEyZIlRdOmTYWvr2+W5zvN+vXrRcWKFbOUL168WBgZGQl7e3thY2Mjpk2bJgCIpKQkqU5u+lq4cKEwNDTMtp2dO3cKAOL8+fPZxpjRhAkTxIABA1TeV1T/3xIREcmNiUUByvEPlOhoxS01Nb0sIUFRFh+vum5KSnpZYqKiLHPb2dVVw/bt2wUA4efnp/L+fv36iUaNGgkhcpdYCCGEnp6e8PDwUKqTMbFISEgQzs7O4ttvv5X+WDx58qQwMTFRaltVO5llrpObttP+yG7QoIEIDg4WQgixevVqoaOjI1q0aCFCQ0OFEEIsWbJE2NjYiOTkZKXHlS9fXjx9+lRqW09PT3h5eandf/Xq1cXLly+zPbf379+L3r17iyFDhuR4zuokFpn7vH79ujA3NxenTp0SQgiRkpIivvzyS1G7dm3pvDNTlVicP39e6OnpiRMnTgghhHj27JkoX768UkKQm77OnDkj9PT0xMmTJ4UQQvj7+4sKFSootTNo0CBRvXr1bJ+3zJhYEBERaR6HQsmlRAnFLSQkvey33xRlU6cq17W1VZQHBKSXrV6tKBszRrlupUqKcl/f9LItW9QK7cWLF9DR0YGjo6PK+6tUqQJ/f3+12vyQI0eOICgoCJ9//jmeP3+Ox48fo0KFCqhduzYOHTpUaG3Pnj0bpUuXBgAMGDAAQgjMnj0bVlZWUlnaMJuMpk+fjsqVKwMAPvnkE/Tp0wd///232v1/8cUXKFeuXJZzSE1NxevXr/Hy5Uv07t0bJ0+ezNdzklOfK1euRIcOHVCxYkU8fvwYT548gaurK+7fv49Hjx7lut2///4bPXv2ROfOnQEAjo6OmDVrllKd3PS1ceNG9OrVC5988gkAoGLFipg5c6ZSO/7+/qhSpUpeTp+IiIg0hMvNUhYGBgYQQiA+Ph6GhoZZ7o+JiVFZnh8PHjxAcnIy+vTpk+U+VfMaCqrtjMuPpi2Dq6os8zyKWrVqKR3Xrl0bx44dU7v/tOQkoyVLlmDx4sUwMDBAqVKlkJCQgJCQECQmJmrkdcjc54MHD/DixQv06tVLqbxatWpKczA+5MmTJ+jQoYNSWe3atdXu6+nTp1nayfx8GxoaSvNciIiISB5MLOSS9oepqWl62VdfATNnAvqZXpbgYMW/JibpZVOmAOPGAXp6ynXTriRkrDtypFqh1alTBwBw7949tG7dOsv93t7eUh0dHR2Vbai7nKiBgQEsLCyUJuRqSkG2nSY+Pl7pODY2Fib/ew3U6V8v0+t58eJF/PDDD/D09ETLli0BAB4eHujRowdSU1OzbUed1yVznwYGBvj000+xbt26D8abExMTE5XPi7p9qWonLi5O6bhOnTrYt28fUlJSspwPEWmH1NRUbN68GZcuXUJSUhL++eefAms/40IX33//fZYvNXIyfvx4jBo1Ci1atMi2zrRp0+Di4oJ27drlK2bSnMuXL2P58uUAgB49emDEiBEq67148QLffPMNNm3aBNOMf4MVkrT+AaB+/fqYM2dOocdQkDgUSi5mZopbxj8ADQ0VZUZGquvqZni5DAwUZcbGuaurhk6dOsHR0RE///xzlvu8vLxw8eJFjBs3DgBgZWUFPT09aXM0QPFNdebVi4yNjZGUlJRtn61bt8a7d+9w7ty5LPdlfNyH2lFVJ7dt58fZs2eVjr28vFC/fv189+/r6wsHBwcpqQCA06dPZ6mX+Zxz+7qo0rp1axw9ejRLEqDuc9WgQQOVz4u6fdWrVy/Lc5d5ad3Ro0fj7du30vCzzPJ71YsoJzNnzsR///2XpfzgwYMYP358gfQ5ZswYXL16Nd91CtOaNWswf/58tGzZEr179y7Q9vv164d+/fph9+7dePPmjVrt7N27V9pIMzuHDh3C8+fPs71f2577wiD3Ob948QJHjx5Fv379pC8/VQkPD8fu3bsL7HMhMjISa9euxcSJEzFu3DgsWbJEWr0RACwtLdGvXz/ExMRk+UwsDphYUBb6+vrYuXMnrly5AhcXF3h6euLu3btYvXo1+vfvj4kTJ8LFxQWA4hvnTz75BD/88AMuX76MEydOYOjQodDVVf7Vql69Ovbv34/79++rXCa2VatWGDRoEAYPHowtW7bg5s2bcHd3R/fu3ZU20ftQO6rq5Lbt/NiwYQOWL1+Oa9euYdq0afD19cUXX3yh1rmp0rRpU/j7++PPP//EzZs38euvv+Kvv/764Dnn9nVRZfbs2dDV1UX37t1x7NgxXLt2DWvXrkXDhg3Vek5mzZqFhw8fYurUqbh27RpWrlyJ9evXq93XzJkz4ePjgxkzZuDatWv466+/pAQi7cpM48aN8dtvv2HWrFn45ptvcPHiRdy6dQu7d+9Gv379NP7NKFFGhw8fxr1797KU+/j4YO/evQXS5549e7LM9cpLncJ07tw59O3bF2PGjMHAgQMLtH1XV1e4urrmqZ3169crfZmTF9r23BcGbThnQ0NDuLq6okGDBrL07+XlhSpVqmD37t2oWbMmWrRogaioKPTr1w/btm0DAJQsWRKurq6oVq2aLDEWNA6FIpWaNWuGu3fvYvny5Zg7dy7i4uJQuXJlbNiwAf3791eq+88//2Du3LmYNm0aHBwc8Ntvv+Grr76ChYWFVGft2rVYuHAhhgwZAltbW5w+fRrVqlVDiRIlpDo7duzA2rVr8e+//yIsLAzOzs6YNWsWunTpkmM7mamq86G2dXR0UK1aNaXLorq6uqhWrZo0pAlQJF3VqlWDUaarSn///TfOnDmDf//9V+qzYsWKuT43Vf0Dit3J//vvP6xcuRJbtmxBnTp1sGnTJixYsEApSVB1zh96XbLr087ODtevX8dvv/2G+fPnQ0dHB40bN8bBgwezPNcZJSUlwc/PDzY2NrCxsUH58uVx5swZLFiwAJMnT0adOnWwfft2zJkzR0oIctNXxYoVcfr0afz4449SO0uXLsXUqVOVhj19+eWXaN26NdatWydN7nZ2dsbYsWOlORxxcXF48eJFvvfmIMqP8+fPY8+ePYiOjkadOnUwfvx4pfeZr776CoGBgdDR0UG5cuXQo0cPdOzYUbp/5syZiI2NxbJly+Du7g4LC4sswwmzqzNixAgp2b9x4wZ69OiBQYMGfbBPANJj7969i5s3b6JkyZKYOHEiKlWqJNV5/PgxtmzZgtevX6N69eoYP368VO/ChQsoUaIEXF1d0a5dO0yaNClXz0d2MWeUU/tpEhIS8Pnnn2PRokVwcnKSyqdMmYJBgwZJw5o8PDxgb2+PChUqAFAMsdqyZQvOnz+P8uXLY+jQoTm+vjm9Prk51/Hjx+PevXu4e/cuLC0tMWXKFJQuXRp///037t27h0qVKmHWrFlKn7EjRozAlClTcOvWLdy+fRtWVlaYMmUKHBwclGLL63Odl9/JlStX5ur5zq7P5ORkbN++HefPn4epqSk6deqEvn375vjcqxIaGooVK1bg1atXqFmzJpo1a5alTm76evfuHVauXImgoCDUrFkTXbt2xU8//SQNqXrz5g369esHV1dXrF27VumxP/74o9pXzoosuZelKs64bGXxl7Zkq6enp9yhyMrNzU1Uq1ZNVKtWTSxbtkzj7Wde5nbevHmibt26ardz8+ZNKc7p06errMP/t6SuKlWqiO+++y5L+eLFi4W1tbVS2e+//y7s7e3FokWLxPr160W3bt1ErVq1lH7fPDw8xM6dO8X27dvFggULRKlSpcTff/8t3X/48GFhamoqZs6cKXbu3Cn27t2bpe/s6hgZGYnSpUuL0aNHi61bt4p79+7lqs+0x9rZ2YkJEyaIDRs2iL59+4rSpUuLiIgIIYQQz58/F+bm5mLixIli8+bN4ttvvxUNGjQQQgixf/9+0aBBA9G9e3exc+dOceXKlVw/H9nFnFF27QOQlqp+//69ACAuX76s9Nhy5cqJzZs3S8fW1tZi586d0vG0adOEjY2N+O2338SSJUtEuXLlhImJidJjcvPc5/Zcra2txZQpU8SGDRtE69atRbly5UTLli3F9OnTxfr160XTpk1Fu3btsrw2NjY2YujQoeLvv/8WXbt2Ffb29tLy6fl9rvPyO5nb51tVn4mJiaJjx46iRYsW4q+//hLLli0Tjo6O4ssvv1T5nAuh2M8o8/+3uLg4UbVqVdGyZUuxZs0aMXHiRGFjYyMAiPDwcCGEyFVfMTExonLlyqJly5Zi7dq1YtKkSaJ06dJK7fz000/CxMREWp7+Q7788kvRtWvXXNUtSphYFCD+gVL8MbEoHP369RNubm7i+vXr4o8//hAmJiZi/fr1BdIX/9+SuqpUqSJq1qwpBg8erHSrW7eu0h86AQEBQl9fX9y9e1cqS05OFjVq1BCrVq3Ktv1t27aJChUqKJVl3itIFVV1jIyMxMiRIz94Tqr6NDIyElOmTJGO4+PjRcmSJaXNPrds2SKqVq2q9Ji3b99KP/fs2VPMmDFDOs7t85HbmDO3L0T+E4unT58KPT09pff4w4cPCwDZJhZCZH3u1TnXadOmScdPnjwRAMTXX38tld25c0cAUNp/yMjISPTs2VM6TklJETVr1hRfffWV2v3n9fcj8zmrk1hk7vOvv/4S1apVEwkJCVKZj4+P0NXVFQEBASpjUpVYLFu2TNjZ2Sm9n48dO1YpIchNX3/88Yewt7dXamfChAlK7fTu3VvUq1dPZWyqFNfEgkOhiPIhu+FEpFkLFy7EL7/8gocPH6J8+fLYuXNnni6JExWUatWqoV+/fkplurq6ePXqlXR86tQp6Ojo4NdffwUACMWXe4iJiVGaoxEREYGtW7fC19cXkZGRCAsLQ2BgIOLi4pSGreRV2p4wGeW2z/bt20s/GxkZwcHBAUFBQQAUq7M9e/YMP//8MwYOHIiqVavC1tY22zhy+3xkF3NhuHz5MkqUKKF03j169MgyHPZD1DnXjCtNpe0n1bZt2yxlQUFBSnsQZfz909XVRb9+/aR5fPl9rgv7d/LYsWNISkrC6NGjpViFEACA+/fvZxnilZ0LFy6gW7duMM6w0E3//v2xYcMGtfq6ePFilnb69euntGDI+/fvYW1trf7JFzNMLIjyQU9Pr0CXsSWFunXrYseOHXKHQZStmjVrZpks7O/vjxMnTkjHYWFhMDMzy7JvS58+faR5ClFRUWjUqBEqVaqEfv36wdraGi9evMCJEycQExOjkT/iLC0tlY7V6dM400qEurq6SElJAQA0bNgQJ06cwNq1a7F8+XIYGxtjxowZ+PLLL1XGkZvnI7uYC0toaChKlSqlVKajo4OSJUuq1Y4655oxaUmbS6eqLO15T5M5zlKlSiHkf5vw5ue5luN3MiwsDJUrV84Sb9++fXNc8Smz0NBQlC9fXqks8/OUm77CwsKyJDOZ27G3t8eNGzdyHVtxxcSCiIioEDg4OCAyMhKdOnVC6dKlVdbx8vJCWFgYHj16JC1OoGplqez2qlG3jjp95kaHDh3QoUMHCCHg4eGBXr16oVmzZir3RMrN86FJhoaG0NHRQUJCglQmhEB4eHi2j6lQoQJev36NhIQE6Y/76OhovHv3Lse+Mj/3hXGu/mn7WP3P8+fPpUVE8tN/Xn8n8/J8p3FwcEBAQECeV/ZKU6FCBZXPi7p9OTg4ZGkn83HXrl3x33//4e7du6hXr15+wi7SuNwsERFRIejRowdsbW3xxRdfKO3VkraSD6BYeS4hIUFauSwmJga//fZblrasra2lb6Ozk5s66vT5IWfPnsXjx48BKP7IbN68OfT19RGdtiFsJrl5PjTJ0NAQjo6OSnsHbN26Ncs+Ohl16tQJJUqUwMqVK6Wy33//PccNSoGsz31hnOv69esRGRkJAAgMDMTOnTul1bPy039efyfz8nynGTVqFC5evIhdu3ZJZUIIbNu2Ta09lQYNGoSjR4/iwYMHABSb2a5YsULtvlxcXODh4QFfX18AihXGVq1apdTO0KFDUbduXYwdOzbLClD3798vlntWqMIrFoUgbaweEWk//n+lglKiRAkcPHgQgwYNgrOzM+rUqYOAgAAYGxvj33//BQB07twZjRs3Rp06ddC4cWPcunVLaanONK6urvj+++9x8uRJWFtbq9y9Pjd11OnzQ4yMjPDpp5/CxMQE5cqVw9WrV9GjRw906tQpz8+Hpv38888YOXIkzp8/j4SEBOjo6GQZ0pKRubk5Vq9ejc8//xz79+9HamoqUlJSPjiWXtVzX9DnWrFiRdSuXRt16tTB1atX0bx5c4wcORJA/p7r/PxOqvt8Z+xz2bJlGD16NP744w+ULl0a9+/fR7t27T643G9GPXr0wJAhQ9C8eXO0bt0aDx8+zLJ/RG766t27N1xcXNCsWTO0atUKjx49kp6DtKs4hoaGOHHiBMaPH4/KlSujRYsWKFGiBJ48eQIjIyOsWbMm13EXZTqCn6IFJiUlBY8ePYKtrS0n9BAVEaGhoQgODkbVqlWV9skgys6RI0dQoUKFLGO/fX194efnh08//VSpPDk5GdeuXUNwcDCcnJxQq1YtpWEkqampuHTpEt69e4caNWrA3t4ex44dQ//+/WFoaCjVu3PnDp49ewYdHZ0sfWRXx83NDa1atULZsmWV6uWmT1WPPX78OCpVqiT9sZacnIzbt2/j9evXcHZ2Ro0aNaS658+fR4kSJbJsXvah5yO7mDNT1f6uXbvQoUMH2NnZSWUBAQG4d+8eypUrh3r16uHw4cOoU6eONCl63759aNSokbSPBQC8evUKN27cQLly5VC/fn14eHigdu3a0mNy89zn9Vwzn0NycjLc3d3RuXNn6W8LY2NjuLu7o169evD29kbJkiXRokWLLMOT8vpc5+d38kPPd06vb3h4OK5evQohBOrVq5fj78CuXbvw+eef49NPP0WPHj0wYsQI6b5bt25J+1hYW1vj2LFjGDBgAAwMDNTq6+bNm9I+Fg8ePICrqytiYmKyPM9BQUG4c+cOUlNT4eTkhGrVqkl1Xrx4gW+++QZ37txBpUqVcOzYsWzPqShiYlHAXr9+jYiICNja2sLU1DTXY16JqHAJIRAbG4vg4GCULFkSZcqUkTskIqJcSUssMk9A/pgEBATg0qVLABSrtGl69+2TJ0+ic+fOABRDqnr16gUTExMcOnRIrXYiIiKkZKJMmTJKq4AVBxwKVcDs7e0BAMHBwTJHQkS5UbJkSen/LRERFQ0VKlRQusqkaYcPH8b06dPh5OSEO3fuwMrKKk+LHJQsWTLfk9K1Ga9YFJKUlBS1JhwRUeEzMDDg8CciKnJyO1yM8ufp06fw8fFB2bJlUa9ePejr8/v5zJhYEBERERFRvnG5WSIiIiIiyjcmFkRERERElG9MLIiIiIiIKN+0ctZJamoqgoKCYG5uzuVZiYjyQAiB9+/fo2zZstDVLX7fIfFzgogo/zT9WaGViUVQUBAcHBzkDoOIqMgLDAxE+fLl5Q5D4/g5QUSkOZr6rNDKxMLc3BwA8PDhQ64nT0SUB1FRUXBwcJDeT4ubtPMKDAyEhYWFzNEQERVNmv6s0MrEIu2ytrm5OT8wiIjyobgOE0o7LwsLC35OEBHlk6Y+K4rfwFsiIiIiIip0Wp1YmJqayh0CERERERHlglYnFsX1Ej4RERERUXGj1hwLFxcX+Pv7Zylv3bo1li1bJh3fvHkTS5cuxYsXL+Ds7Iy5c+eiWrVq+Y2ViIi03IkTJ/Dtt9+qvO+ff/5BzZo1AQCJiYn4888/cezYMejr66Nfv36YNGlSsVwal4joY6FWYrFw4ULExcVJx8HBwejZsydGjBghlXl7e6NNmzYYO3YsRo0ahX/++QctW7bEnTt31F4aMCEhQa36REQkryZNmmDt2rVKZT///DMuXboEZ2dnqWz06NG4cOECli5divj4eMyYMQP+/v747bffCjtkIiLSELUSi1q1aikd//bbbzA2Nsbw4cOlsp9++gmNGzfGihUrAACdOnVCtWrV8Pvvv2P58uVqBZecnKxWfSIiklepUqXQuHFj6TghIQHnzp3D2LFjYWBgAADw8fHB9u3bcfr0aXTs2BEAkJKSgjFjxuDrr79G6dKlZYmdiIjyJ1/LzW7atAkDBgyAlZWVVHb69Gl8/fXX0rGuri569OiB06dP56crIiIqgvbt24ewsDCMHTtWKjt9+jTMzMzQrl07qax3795ITk7G2bNn4eLikqu2TQEgJgbQ09Nw1EREH4mYGI02l+fE4uLFi/Dz81O65B0TE4OwsDCULVtWqW7ZsmUREBCQbVsJCQlKw56ioqLyGhYREWmRjRs3on379krDoAICAmBnZwe9DAlBqVKlYGJiku1nharPiRgAyPR5Q0REuafpXYDyPEtu48aNcHZ2VvrGKSkpCQBgZGSkVNfExES6T5XFixfD0tJSuqk7F4OIiLSPv78/Tp8+jXHjximVJyUlZfmcAABjY+NsPyv4OUFEpP3ydMUiOjoa//33H+bPn69Ubm5uDgMDA4SGhiqVh4SEwNraOtv25s6diy+++EI6TttenIiIiq7NmzejVKlS6N+/v1K5tbV1ls+JlJQUREREZPtZoepzwszBAa+DgrjzNhFRHkVFRWn0ym+eEotdu3YhMTERn3/+uVK5np4e6tWrh+vXr2PSpElS+dWrV9GwYcNs2zMyMlL57RURERVNqamp2LJlCz777DMYGxsr3dewYUMEBwfjxYsXqFixIgDg2rVrEEJk+1mh6nMiFgDMzBQ3IiJSX0qKRpvL01CojRs3om/fvrC1tc1y39ixY+Hu7g5vb28AwNmzZ3HmzBmliXtERFS8nTx5EgEBASrf+zt37oyKFSti4cKFEEIgOTkZP/30Exo2bJjjl1BERKTd1L5i4ePjgytXruD48eMq7x8/fjx8fHzQuHFjlC9fHq9evcK8efPQp08ftYMzMTFR+zFERCS/jRs3okWLFqhdu3aW+wwNDbF3714MHDgQ9vb2SEpKQrly5bBv3z4ZIiUiIk3REUIIdR4QEhICf39/NGzYMMcdUsPCwvDq1StUqFABlpaWagUVFRUFS0tLRPr4wKJGDbUeS0REGd5HIyNlmYNw7949WFlZoXz58tnWSU1NxaNHj6Cvrw8nJye12pf7/IiIigNNv5eqfcXCxsYGNjY2H6xnZWWltL9Fnrx8CTCxICIqcurWrfvBOrq6uqhevXohRENERIUhz8vNFobEHFaSIiIiIiIi7aHViUVSmTJyh0BERERERLmg1YkFEREREREVDdqdWEREyB0BERERERHlgnYnFr/+KncERERERESUC9qdWMTEyB0BERERERHlgnYnFsuXyx0BERERERHlgnYnFkREREREVCRodWJhYmIidwhERERERJQLWp1Y6M6dK3cIRERERESUC1qdWGDtWiA1Ve4oiIiIiIjoA7Q6sUj85hsgOVnuMIiIiIiI6AO0OrFImjEDMDSUOwwiIiIiIvoArU4siIiIiIioaNDuxCIiAoiLkzsKIiIiIiL6AO1OLGrWBPbvlzsKIiIiIiL6AO1OLADFVQsiIiIiItJq+nIHkCN/f6BiRbmjICIiIiKiD9DuKxZcEYqIiIiIqEjQ6sTC2NhY7hCIiIiIiCgXtDqx0PvxR2DVKrnDICIiIiKiD9DqxALLlgE7d8odBRERERERfYBWT95OnDABqF9f7jCIiIiIiOgDtDqxSJo/HyhTRu4wiIiIiIjoA7R7KBQRERERERUJWn3FAqmpQHg4YGEB6OnJHQ0REeVSamoqLl68iEePHqF27dpo1qxZljoBAQHw9PSEvr4+PvnkE9jZ2ckQKRERaYp2X7GoUgWwsgJevZI7EiIiyqW3b9+iZcuW+Oyzz3Dp0iV8++23GDt2rFKdXbt2oXr16nB3d8eWLVvg5OSEkydPyhQxERFpQp6uWLx9+xaenp7Q0dFB586dYWVlpXR/SkoKTp8+jRcvXsDZ2Rnt2rWDjo6O+h2ZmwMJCUBYGFChQl5CJSKiQjZkyBDo6OjA19cXJiYmAIALFy5I90dERGDChAmYP38+vvnmGwDA9OnTMWrUKPj7+0NfX7svphMRkWpqX7FYu3YtqlSpgm3btuHYsWNo06YNbt++Ld0fExODtm3bYsKECfDy8sLQoUPRu3dvJCUlqR+dl5ciseDKUERERcKtW7fg6emJn3/+WUoqAKB169bSzx4eHoiJicH48eOlsilTpuDVq1dKCQgRERUtan0tdPbsWUyePBl79uzBp59+CgAIDQ1FcHCwVGfJkiV48eIF7t27BysrK7x48QK1a9fGhg0bMGnSJPWis7ICDA3VewwREcnm4sWLMDQ0RJMmTbB//35ERkaibt26aNCggVTHx8cH9vb2KFWqlFRWtWpV6OnpwcfHB+3bt8/SbkJCAhISEqTjqKioAj0PIiJSn1pXLJYuXYrWrVtLSQUAWFtbo0aNGtLx7t27MXjwYGl4VMWKFdGrVy/s3r1b7eCMjY3VfgwREcknNDQUZmZm6Ny5MzZu3IiTJ0+iXbt2GDFihFTn/fv3KFmypNLjdHR0YGlpmW3CsHjxYlhaWko3BweHgjwNIiLKA7USi4sXL6JTp054+PAhNm7ciEOHDiEyMlK6PykpCY8fP1ZKNACgRo0a8PHxybbdhIQEREVFKd0AQO/MGWDOHMDDQ50wiYhIJqampggPD8fw4cNx6NAhbNu2DRcuXMC2bdtw8OBBAICJiQnev3+f5bHv37+Hqampynbnzp2LyMhI6RYYGFig50FEROrLdWIhhEBYWBjOnj2L3r1748KFC1i0aBGcnZ1x5coVAIr5FUKILN9ElSpVKsfL1tl+E+XlBSxZApw4ofaJERFR4atatSoAoEuXLlJZ3bp1YWdnB29vbwCAs7Mz3rx5g9jYWKlOYGAgkpKS4OzsrLJdIyMjWFhYKN2IiEi75Dqx0NHRgYmJCZ4+fYrbt29j8+bNuHr1Ktq2bYvJkycDSB+6lPmbqKioqGy/hQKy/yYqydERGDEC+PJLtU+MiIgKX6dOnWBubo5bt25JZS9fvsS7d+9QpUoVAEC3bt0ghIC7u7tU599//4WlpSXatWtX6DETEZFmqDV5u2rVqqhZsybMzMykss6dO2PatGkQQsDY2BgODg54/vy50uOePXuW7bdQgOKbKCMjoyzlia6uwBdfqBMiERHJyNzcHCtWrMDEiRNx69YtWFhYYMuWLWjbti1cXFwAAGXLlsWPP/6IyZMnw9vbG/Hx8fj777/x999/5/glFBERaTe15lh8+umnuHfvHlJSUqSy27dvo3LlytI+FX369IGbm5u0ekdkZCQOHTqEPn36qB9d5r0vhFC/DSIiKlQjR47EmTNnYGxsjLi4OPzyyy84deqU0v4Uc+bMweHDh6GnpwdLS0tcvHgRo0aNkjFqIiLKLx0hcv/X+vv379G6dWtYWVmhe/fuePDgAdzc3LBnzx50794dgGLzvGbNmsHBwQFdunTBvn37kJSUhEuXLsHc3DxX/URFRcHS0hJBQUEoU6YMEBEB/PQTEB4ObNqUpxMlIvqYpL2PRkZGFsv5CMX9/IiICoOm30vVumJhbm6OK1euYOjQoQgODkbdunXx4MEDKakAADs7O9y+fRsuLi6IiIjA+PHjcfXq1VwnFSo9ewb8+SewZQvg75/3doiIiIiIqECoNccCUCwTOG7cuBzrlCpVCjNmzMhzUFk0bAh89RXQoQNQqZLm2iUiIiIiIo1QO7GQzZIlckdARERERETZUGsolNaIiABOnpQ7CiIiIiIi+h+tTixULUGLV6+A+vWBPn2ADOukExERERGRfLR6KFTGpQklZcoAtWsrlqI1NCz8oIiIiIiIKAutTixU0tUFtm8HEhOB0qXljoaIiIiIiKDlQ6GSkpJU32FpqZxUvHoFpKYWTlBERERERJSFVicWiYmJH6508qRiaNSMGdyZm4iIiIhIJlqdWOTK27dAZCRw7x4QHy93NEREREREH6WiN8cis+HDgZIlgY4dARMTuaMhIiIiIvooFf0rFgDQqxdgapp+7OkJpKTIFw8RERER0UemeCQWGe3apbh6MWQIkJwsdzRERERERB+F4pdY6OoCBgaAvT2gpyd3NEREREREH4WiP8cis0GDgKpVgbp1FZvoAYphUUwyiIiIiIgKjFZfsTAyMsrbA+vXV1y5ABRL0A4ZAowaBYSEaCw2IiIiIiJKp9WJhb6+Bi6oXLkCuLkpdut+9y7/7RERERERURbFbyhUZi1aABcvKva5qFEjvfzWLaBePQ6RIiIiIiLSAK1OLJI1tapTy5aKW5pXrxQJR6VKwI0bgLm5ZvohIiIiIvpIafVQqISEhIJp+P59xb4XNjbKScWZM0BQUMH0SURERERUjGn1FYsC07UrEBCgnEQkJwMuLkB4OHD3rmJVKUAx+TttdSkiIiIiIlJJq69YFChzc6BatfTjN28Ux1ZWQK1a6eU//KBYZerffws9RCIiIiKiouLjTSwyK18euHwZ8PdXntB98aLiCkbGYVkBAYrk47PPFFc00qSmFlq4RERERETahIlFZpkncm/bBuzdC3Tvnl7m7Q34+CgSjozDpPr2VSQoBw+ml0VEAF5ewIsXBRk1EREREZGsPs45FuooWxb49FPlspYtgaNHFfMyMnr8WLHiVIkS6WVXrwLdugG1aysSkjQLFyr21ZgwAahTR1EWHw9ERyuGY+ky5yMiIiKiooOJRV6UKqV8BSPNhQvA06dAzZrpZcnJgLOz8nwOAPjvP8VVj4xJi6cn0KMH0LgxcP16evmiRUBYGDBuXPpeHNHRisSkdGnlRIaISGYxMTEQGYeJAjAyMoKBgUGWuikpKdDR0YEuv0whIirytPqd3NDQUO4Q1GNjAzRrpjycqmdP4NEjwN1due7s2cC33wLVq6eXhYQo/i1dWrnujh3An38Cr1+nl3l5AZUrAx06KNf98ktg6FDg9u30suho4NmzrFdYiIgKgKWlJUqXLg17e3vptn79eqU6L1++RPfu3WFiYgITExMMHDgQYWFhMkVMRESaoNVXLFR9u1VsjBqVteyzzwBXVyAmRrl82jTg+XPFlY80MTGAsbEimcno6FHAz09xdSPNuXOKBKdePeDOnfTy48cBMzOgYUPFvh5ERBqyb98+dOvWTeV9qamp6Nu3L6ysrBAUFISEhAT07t0bw4cPx9GjRws5UiIi0hStTiw+SgYGQMmSymWTJmWtN3gwMGgQkJSkXP7TT0BgYPqQKUCxN4eREeDoqFx3xgzg4UPAw0MxDwQAXr4EfH2BRo0Ucz2IiPIoKSlJ5RdE58+fx61bt3D//n3Y/O/LkcWLF6Nbt254+PAhqmUeOkpEREWCWkOhkpKSEB0drXSLyfzteqb6+ZHMoTs509EBMg8Xc3EBZs0C7O3Ty4YNA2JjgX/+SS8TAqhaVTE5vUGD9PKDB4EuXRRXTjJ680Z5aV0iohz0798fJiYmcHBwwA8//ICEDEt2X758GVZWVqiVYc+g9u3bAwCuXLlS2KESEZGGqJVYLFmyBJaWlkrjZlV9s7RmzRqULVsWxsbGqFSpEnbv3p2n4DJ+EFE+6eoqz/3Q0VEkEa9eAXZ26eV6eoCTE9CiRXpZUpKirEIFRX0iohxMnDgRvr6+iI+Px+bNm7Fu3TrMmjVLuj84OBilM80lMzIygoWFBYKDg1W2mZCQgKioKKUbERFpF7Unbzdp0kTpisXLly+V7j9w4ABmzJiBVatWITY2Ft9++y2GDRuGy5cvayxoKkATJiiWzZ0/P73s4UMgMVExr6NMmfTyP/8ERo5UbCJIRPQ/q1atQsWKFaGvr49PPvkECxcuxLp16xAfHy/VSVWxoWhqaip0Mu4NlMHixYthaWkp3RwcHAosfiIiyps8rQqVkpKSZSnBNMuWLUPfvn3Rv39/GBkZYfz48WjSpAlWrFiRr0CpkGVc+rF27fSN/jKW79wJbN2qWPUqTXQ08OABh00RkaR69epISUnBi/9tFFq2bNksVybi4uIQHR2NMhm/vMhg7ty5iIyMlG6BgYEFHjcREalH7cTi1q1bMDU1RYkSJdCuXTtcu3ZNuk8IgatXr6Jt27ZKj+nQoQPHzRZ1pqZA3brKZYsXK5bN7dEjvezoUUUi0rVr4cZHRFrr1q1b0NPTk5KG1q1bIzIyEjdv3pTqnDx5EgDQqlUrlW2kDZXKeCMiIu2iVmJRoUIF7NmzB5GRkfD394ezszM6duyIZ8+eAQDev3+PuLi4LGNnS5cune24WYBjZ4usTp2A335TnqPx8qViGdx69dLLhADmzgVOnOBeGkTF3KZNm7BgwQJ4e3vjzZs32LZtGxYuXIiJEydKyUDz5s3Rvn17TJ48GQ8ePMDNmzcxe/ZsuLq6olKlSvKeABER5ZlaicWIESPQu3dvGBsbo3Tp0li7di1KlSqFjRs3KtXLPHY2p3GzAMfOFitffAGEhgJz5qSXeXsDv/wC9OmjWJ2KiIqtYcOGoUSJEhgxYgTq16+P1atXY8mSJVi+fLlSvT179qBGjRro1KkT+vbtiy5dumDDhg0yRU1ERJqQr30s9PX14eTkJF2xMDc3R4kSJbJcnQgODs523CygGDv7xRdfSMdRUVFMLooyU1PlDfdMTYGJExVXKzIOXxg/XrFvx5dfKnYRJ6Iiz8jICLNnz8bs2bNzrGdlZYUtW7YUTlBERFQo8jR5O018fDx8fX2lJEBHRwetWrXC6dOnleqdPHkSrVu3zrad7MbOGmbeo4GKJicnYM0aYP369LLwcMXE77/+Ut5pnJO+iYiIiIoktRKLnj174ujRo3j9+jW8vb3h6uqKuLg4TJw4Uarz9ddfw8PDA3/99RcCAwPx008/4cGDB0prmOeWqh1bqZgwNwcOHVIMmapTJ7183jzgk08AT0/5YiMiIiIitamVWCxatAgbN25EkyZNMGDAAJQoUQI3b95E5QzDWDp27Ijdu3dj/fr1qF+/Po4cOYIjR46gbuYVhejjpq+v2OF78eL0MiEUu4OfPq2Yp5FGxXr3RERERKRddER2G1LIKCoqCpaWlggLC0OpUqXkDocK0/PnwI4dimVsjYwUZf/8AyxfrlhZysVF3viIioi099HIyMhiuTRrcT8/IqLCoOn30nxN3i5oGXdppY+EoyPw3XfKZZs3A7duKXYAJyIiIiKtlK/J20SFws0NWLIEGDcuvezKFaB7d8WGfEREREQkO62+YkEEALCxAb7+Wrls7Vrg2DGgdGnlnb+JiIiISBZMLKhomjcPsLUFXF3Ty0JCgD/+AKZPB+zt5YuNiIiI6CPExIKKpipVgF9/VS5btUqxypSXF3DpkixhEREREX2sOMeCio8WLRS3mTPTy5KTgatXZQuJiIiI6GPBxIKKj65dgYsXgYED08v27AGaNwc+/VS+uIiIiIg+Alo9FIo7b5PadHSUj58/BwwMgPr1ZQmHiIiI6GOh1VcsDA0N5Q6Biro5cwB/f2DGjPSyBw+Adu0UO3wTERERkUZodWJBpBFlywIlS6Yf//QTcO4csG6dbCERERERFTdaPRQqJSVF7hCoOFq6VLFU7fjx6WXh4cDly4pN9zIPpyIiIiKiD9LqKxbx8fFyh0DFUblywIoVQO3a6WUrVwI9ewJDh8oXFxEREVERptWJBVGh0dUFTE0BFxe5IyEiIiIqkphYEAHA998rJnn3759e5uEBzJ0LREbKFhYRERFRUaHVcyyIClXp0uk/JycDX3wB+PkBhobAwoXyxUVERERUBPCKBZEqenrAr78CrVsrEow0ERFAaqpsYRERERFpKyYWRKro6AC9ewPnzwOWlunlkyYpdvK+e1e+2IiIiIi0EIdCEeVWWJhi3kVUlGKoFBERERFJtPqKhYGBgdwhEKWzslLMudi8GWjUKL388WMOjyIiIqKPnlYnFoaGhnKHQKTM3h74/PP045AQxdCoNm2At2/li4uIiIhIZlqdWBBpvZs3gYQEIDoasLGROxoiIiIi2Wh1YpHK4SWk7bp2VQyP+vdfxUpSACAEsG8fh0cRERHRR0WrE4u4uDi5QyD6sPLlgbp104///Vex0V6XLookg+gj9vXXX8PFxQWBgYFZ7tu9ezdGjRqFcePG4ciRIzJER0REmqTViQVRkZScDJibA507K5atJfpIrVq1Cm5ubtizZw8iM+1g/9VXX2Hy5MmoXbs2KlWqhIEDB2Lp0qUyRUpERJrA5WaJNG30aKBbN+U5Fy9eKJaprVNHvriICtHdu3fxyy+/YM2aNejTp4/Sff7+/vjjjz/g7u6OTz/9FABgYWGBOXPmYNy4cbCwsJAjZCIiyidesSAqCGXLAmmrmqWmKpKNhg0Vw6SIirmYmBi4urpi1apVKFOmTJb7jx8/DkNDQ/Ts2VMqGzRoEGJjY+Hl5VWIkRIRkSYxsSAqaDExiqFRBgZAy5ZyR0NU4KZOnYo2bdqgX79+Ku9/9uwZ7O3tlZYUt7Ozg5GREZ49e6byMQkJCYiKilK6ERGRdmFiQVTQzM0Vq0TdvQtUqZJefuqUYngUUTGyY8cOXLx4EX/++We2dRISEmBqapql3MzMDPHx8Sofs3jxYlhaWko3BwcHjcVMRESakefE4vr163BxcVE52S4wMBDffvsthg0bhgULFiAkJCRfQRIVeTo6gLNz+vHjx0Dv3kDt2kBAgHxxEWnY77//DjMzM3z++edwcXHBN998AwD44osvsHr1agCApaUlwsPDlR6XmpqKiIgIlCxZUmW7c+fORWRkpHRTtcoUERHJK0+Tt6OiojBs2DCV3yz5+/ujSZMmaN26NXr06IFdu3Zhy5YtuHnzJqytrdXqx8DAIC/hEWm/8HDFPAwnJ8VytUTFxK+//oqIiAjp+NmzZzhz5gy6d++OZs2aAQDq1q2Lt2/fIjg4GLa2tgCA+/fvIzU1FXUzLt2cgZGREYyMjAo8fiIiyjsdIdRfaH/IkCGoXLky7t69C2NjY7i7u0v3jRkzBrdu3cLNmzehq6uL+Ph4ODk5YeTIkVi0aFGu2o+KioKlpSUiIyO5OggVX+/fA/HxQOnSiuOUFOD1ayYapBHa8j5648YNNGnSBN7e3qhduzYAIDo6Go6Ojhg7diwWL14MABgxYgQuX76Mhw8fQlf3wxfTteX8iIiKMk2/l6o9FGrDhg148uQJFixYoPL+o0ePon///tIHg7GxMXr37o2jR4/mK1CiYsfcPD2pAIAlS4CaNYFdu+SLiagQlChRAtu2bcOaNWvQpEkT1K1bF8ePH8f27dtzlVQQEZF2UmsolK+vL7799ltcuHBB5TCluLg4vHnzBhUqVFAqr1ChAnbu3JltuwkJCUhISJCO01b7SE1NVSc8oqIrJQU4eVJxFSMxUe5oiDSmSpUqcHNzy/K50LVrV7x48QKXL1+Gvr4+WrZsqXJCNxERFR25Tizi4+MxePBg/Pzzz6hatarKOmnJQeYPhxIlSmS70gegWO1j4cKFWcrj4uKynchHVKzo6SkSi/37gQED0stjYgAzM9nCIsqvUqVKwcXFReV9lpaW6NatWyFHREREBSXX15xPnDiBhw8f4vjx43BxcYGLiwtu3ryJK1euwMXFBe/evUOJEiWgp6eXZbWP0NDQHBMErvZBBEBfH3BxUawgBQAJCYp9L6ZO5VUMIiIi0nq5vmLRuHFjbN++XanM398fBgYGcHV1hZmZGfT19VGjRg3cu3dPqd69e/eyXekD4GofRCqdOQPcuwe8egXMmcNJ3URERKTVcp1YlC1bNsvl7C1btsDY2FipfPjw4Vi6dCnmzJmD8uXL48GDB/Dw8MDff/+tuaiJPgbduwOHDwNGRkwqiIiISOvlaR+LnMyaNQuXLl1CvXr1UL9+fVy/fh1DhgzBZ599pumuiIq/nj2Vj2/cADw8gO++A7h6DhEREWmRfCUWc+fOhZ6enlKZoaEhDhw4gLt37yIgIABOTk6oUaNGvoIkIigmcru4AC9eKCZ7f/ut3BERERERSfKVWLRq1Srb++rVq4d69erlp3kiysjMDFiwAPjjD2DyZLmjISIiIlKi1WMp9PU1PlKLqGgbORK4fRvIuMqalxfAPV+IiIhIZlqdWHClKCIVMg4/9PAAOnRQDJFKSpIvJiIiIvroaXViQUQfEBoKGBoC9vaAgYHc0RAREdFHTKvHGgkh5A6BSLsNHw7UqQNwgQQiIiKSmVZfsYiNjZU7BCLtV6+e4qoFAAihmNjNfWOIiIiokGn1FQsiUtPRo8CaNYo9Ltq1A6pXlzsiIiIi+kgwsSAqTnr0ABYtAkxMmFQQERFRoWJiQVSc6OgoduXOKDQUePMGqFVLnpiIiIjoo6DVcyyIKJ+Sk4HBg4HmzYHjx+WOhoiIiIoxJhZExVlMjGLzPCGAMmXkjoaIiIiKMQ6FIirOLC0VVyru3wfq1pU7GiIiIirGtPqKhb4+8x6ifDMwABo0SD9+9gyYMAGIj5cvJiIiIip2tPovdyMjI7lDICpeUlKA3r0BHx9FwrFqldwRERERUTGh1VcsiEjD9PQUyUS9esD338sdDRERERUjWn3FQgghdwhExU+HDsCtW4pN9NLExSn2viAiIiLKI62+YhEbGyt3CETFU8akwssLcHQEzpyRLRwiIiIq+rQ6sSCiQvDbb8Dbt8CmTXJHQkREREUYEwuij92ePcD8+cD69XJHQkREREUYEwuij52xMbBggfIci4sXFZvqEREREeUSEwsiUrZ6NdC6NTB7NpMLyrOwsDCcPXsWt27dQmJioso6sbGxOHv2LC5evJhtHSIiKjq0elUoIpKBjo7iX0NDeeOgIik2NhbTpk2Dh4cHqlevjsDAQMTExGDr1q3o3LmzVM/T0xMDBw5EmTJlkJCQgNjYWBw6dAgNMm7mSERERQqvWBCRssmTgcuXgf/7v/QkgyiXYmJi0KVLF7x8+RJnzpzB48eP0adPH3z++edSndjYWAwZMgSff/45vL298ejRI7Rp0wZDhgzhMuNEREWYVicWenp6codA9HFq3jw9qUhNBTZuVOzaTfQBpUuXxuDBg6GbYUnj+vXrIyIiAqmpqQCA48ePIzg4GF999ZVU5+uvv8bDhw9x9erVQo+ZiIg0Q6uHQhkbG8sdAhFNn66Yd3H6NLBjh9zRUBFx8+ZNvHr1Cs+ePcMff/yBpUuXSsnG3bt3YWdnB3t7e6l+vXr1oKuri7t376J58+ZZ2ktISEBCQoJ0HBUVVfAnQUREatHqKxZEpAU6dVKsHNWnj9yRUBFy8uRJrFmzBitWrECZMmXQtGlT6b6IiAhYWVkp1dfV1YWlpSUiIiJUtrd48WJYWlpKNwcHh4IMn4iI8oCJBRHl7NNPgWfPAFdXuSOhImTOnDnw8PDA06dP0bZtW3Tp0kW6ymBoaIjY2Ngsj4mLi4NhNosGzJ07F5GRkdItMDCwQOMnIiL1aXViERMTI3cIRAQAZcqk/xwdDUybBkRGyhcPFRk6OjoYP348wsLCcOfOHQCAo6Mj3r59i6SkJKneu3fvEB8fD0dHR5XtGBkZwcLCQulGRETaRe3EIjk5GXfu3MGpU6fw4sWLbOv5+PjAw8MDT548yVeARKRlPvsMWLUKGDxY7khIC4WFhWUp8/b2BgCU+V+C2qVLF8THx+PYsWNSHXd3dxgbG6N9+/aFEicREWmeWpO3jxw5gi+//BLm5uawsLDA1atX0aNHD2zbtk26fJ2UlIQhQ4bg1KlTqFevHm7evIlhw4Zh7dq10OHSlURF34IFgLc38NNPckdCWujo0aPYsmUL+vbtC3t7ezx48AArVqzAuHHj4OzsDACoUqUKpk6dijFjxmD+/PmIj4/H/PnzMW/ePJQsWVLeEyAiojxTK7FISkqCp6en9K3TixcvUKNGDWzevBkTJkwAACxbtgxeXl64d+8eKlSoAG9vbzRt2hRt27bFsGHDNH8GRFS46tUD/PwAfa1eVI5kMnz4cFStWhW7du3C+fPnUa5cObi7u6Njx45K9ZYvX46GDRvi2LFj0NfXx5YtW+Di4iJT1EREpAk6Ih+7EQkhULZsWcycORPffPMNAKBu3bpo06YNVq9eLdXr168f4uLicPz48Vy1GxUVBUtLSwQFBUlJDBFpqRcvgF9/BZYtAwwM5I6G/iftfTQyMrJYzkco7udHRFQYNP1eqvZXju/fv8fp06cRExODvXv3wsHBAWPHjgWgmH/h4+ODqVOnKj2mfv36+Pvvv7Ntk+uTExVRyclAly7Ao0eAiQnw++9yR0REREQyUXvydnh4OLZs2YL169fD09MTnTt3ljKc6OhopKSkoFSpUkqPsba2znZtcoDrkxMVWfr6wPLlQJ06wBdfyB0NERERyUjtKxYVKlTA/v37ASjmWDRp0gTGxsaYN2+eNIE78/rk0dHRMDIyyrbNuXPn4osMf5RERUXBwcEBenp66oZHRIWtWzfgk08454KIiOgjl699LCpWrIjOnTvD09MTAGBqago7O7ssGxcFBgZmuzY5kP365MbGxvkJj4gKS8ak4vx5YOJEICVFvniIiIio0KmVWISEhCgdp6Sk4MGDByhXrpxU1r17d+zbtw+pqakAFPMnDh06hO7du2sgXCLSahERQJ8+wN9/K4ZIERER0UdDrbEL3bt3R7t27VCvXj3ExcVh165dePnyJXbs2CHVmTdvHpo0aYJBgwahZ8+e2LlzJ3R0dJSGOhFRMVWyJLB+PbBlCzBpktzREBERUSFS64rF+fPnUaVKFZw+fRrXr19Hnz598PTpU9SsWVOqU7lyZdy8eROOjo44duwYmjZtiuvXr8PGxkbt4GJiYtR+DBHJzMUFOHRIsUoUERERfTTytY9FQeE+FkTFyNatQEwMMHmy3JF8VIr7Pg/F/fyIiAqD7PtYEBHl2sWLwMiRgI4O0KgR0KyZ3BERERFRAWFiQUQFp2VLYMIEoFQpoEkTuaMhIiKiAsTEgogKjo4OsGaN4l8iIiIq1vK1jwUR0QdlTCpSU4EffwSePZMvHiIiIioQTCyIqPD8+CMwf75it+6EBLmjISIiIg3S6sRCV1erwyMidU2YADg7A99/DxgZyR0NERERaZBWz7Ew4Tr4RMVLmTLAvXuAsbHckRAREZGG8ZIAERWujElFTAwwYwYQFiZfPERERKQRTCyISD4jRgArVgADBgDat1cnERERqUGrE4uYmBi5QyCigrRwIeDkBCxezCVpiYiIijitnmNBRMVc7dqAry+gz7ciIiKiok6rr1gQ0UcgY1IREAC4ugKRkfLFQ0RERHnCrwmJSDsIAbi4ANevA7q6wI4dckdEREREauAVCyLSDjo6wN9/A82aAb/+Knc0REREpCZesSAi7dGgAXD5MidyExERFUG8YkFE2iVjUnH1KvDLL/LFQkRERLmm1VcsdHWZ9xB9tF6+BDp2BGJjgcqVgUGD5I6IiIiIcqDViYWJiYncIRCRXMqXB775Brh0CejZU+5oiIiI6AN4SYCItNe8ecChQ4CZmdyRUC6lpKRg27Zt6Ny5MypWrIgWLVrg77//hsi0s3pkZCQmTZoER0dHODs746uvvkJ8fLxMURMRkSZo9RULIvrI6egABgbpx//+C9jbA507yxcT5Wjr1q3w9PTEnDlz4OTkhOvXr2P06NEIDg7GvHnzpHoDBw7Eu3fv4O7ujvj4eAwfPhzBwcHYunWrjNETEVF+6IjMXyNpgaioKFhaWuL169ewt7eXOxwi0gZHjgC9egHGxsDt20D16nJHpNXS3kcjIyNhYWFRaP0KIaCTaVWvuXPn4r///sPTp08BANevX0fTpk1x7do1NGnSBACwb98+DBgwAP7+/qhQocIH+5Hr/IiIihNNv5dq9VAoLcx5iEgunTsrEosJE4Bq1eSOhrKROakAgLi4OBgbG0vH586dg6WlpZRUAECXLl0ghMCFCxcKJU4iItI8DoUioqLB0BDYuxfQ1+c+F0XIo0ePsGHDBnz//fdSWVBQEGxtbZXqmZmZwczMDK9fv1bZTkJCAhISEqTjqKioggmYiIjyTKuvWBARKTEwSE8qhABmzVJM7iat9ObNG/Ts2RNt27bFV199JZULIaCnp5elvr6+PlJTU1W2tXjxYlhaWko3BweHAoubiIjyhokFERVN//4LLFsGDByo2POCtEpwcDA6deoER0dH7N27VymRKF26NN69e6dUPzExEZGRkShdurTK9ubOnYvIyEjpFhgYWKDxExGR+jgUioiKpqFDgZMngfbtFXtekNYIDg5Gx44dUaZMGRw4cEBpfgUANGvWDKGhofDz80P1/03CP3funHSfKkZGRjAyMirYwImIKF+0elWooKAglClTRu5wiEhbCaE83yI2FjAx4RwMyLdqUkhICDp06AB7e3scPHhQ5UanKSkpaNiwIcqXL48dO3YgMTERvXr1grm5OU6dOpWrfrgqFBFR/n1Uq0KpWl2EiEiS8T0iPh7o0QMYOxZISpIvpo/cxo0bcf/+fVy/fh0ODg6wsbGRbmn09PRw4MABxMTEwMbGBmXLlkXp0qWxY8cOGSMnIqL8UiuxePz4MSZMmIDq1aujSpUqcHV1xcOHD7PUO3DgAJo2bQo7Ozu0bt0aXl5eeQrO1NQ0T48joo/QuXPA+fOAuzvw4oXc0Xy0pk+fjnfv3uHJkyfw8/NTumVUqVIleHl5ISoqCtHR0Th8+HCWlaKIiKhoUSuxGDt2LBo3boz9+/fj2LFjEEKgbdu2ePv2rVTn7NmzcHFxwfDhw3HlyhV07NgR3bp1w/379zUePBGRpEsX4OBBRWLh5CR3NB8tExMTpasUqq5YZK7PuRNERMWDWnMsMu+oGhsbC0tLS2zcuBEjRowAAPTo0QO6uro4fPiwVK9BgwZo0KABNm3alKt+OHaWiDTiwQPgzRugUye5Iyl0xf19tLifHxFRYZB1jkXmOQ+xsbFITU1Vmpx34cIFdMr0Id65c+c87aYaGxur9mOIiAAA4eFA375A167Anj1yR0NERFTs5Wu52a+//hq2trbo2rUrAEXW8/79e9jZ2SnVs7W1RVBQULbtZLejqhYuWEVERYWxMdCyJZCcDLRrJ3c0RERExV6eV4VasmQJdu7ciV27dmW5dKKrq9ysvr5+jkkCd1QlIo0zMQG2bgWuXQMyju8PD5cvJiIiomIsT4nFn3/+iQULFmD//v1ol+GbQHNzc5iYmCAkJESpfnBwcI6rfXBHVSIqEDo6QMb3npMngYoVgc2b5YuJiIiomFI7sVi+fDm+/fZb7Nu3TxoClUZHRwdNmjTB+fPnlcrPnj2b7W6qgGJHVQsLC6UbEZHGbdoEvH+vuIpBREREGqVWYrFq1SrMmTMH+/btQ7du3VTWmTFjBvbv34+DBw8iOTkZmzdvxtWrVzFt2jSNBExElGfbtgF//QUsXZpelpoqXzxERETFiFrLzZqYmCA5ORlmZmZK5XPmzMGcOXOk45UrV+LHH39EeHg47O3tsWTJEgwbNizXQaUtfRUUFIQyZcrk+nFERGobORIoVQr4v/9TzMsoJor7cqzF/fyIiAqDpt9L1UosIiMjVU7CNjY2hrGxcZbyuLg4paVocyvtJF+/fg17e3u1H09ElCu3bwMNGwK6uorhUY0ayR2RxhT3P7yL+/kRERUGTb+XqrXcrKWlpVqN5yWpyMjU1DRfjyciylGDBsCRI8Ddu8pJhRCKid9ERESUa3lebpaIqFjo0QOYOzf9ODgYqFsXcHdXJBhERESUK0wsiIgy+vVX4P59xZwLTuwmIiLKtXztvF3Q4uLiOHaWiArXTz8BZmaKKxl6eoqy1FQgOhrg+xEREVG2tPqKRSq/LSSiwmZiAixcCGTce2fzZqBqVcVytURERKSSVicWRESyEwLYuhV4+xYICZE7GiIiIq3FxIKIKCc6OsCpU8D69cCkSenld+4AJ09ygjcREdH/MLEgIvoQQ0Ng7FjAyCi9bPZsoEsX4Pff5YuLiIhIizCxICJSV1ISUKcOUKIEMGhQenlsLFeSIiKijxYTCyIidRkYAH/+Cbx6BVSsmF4+Z45iD4yTJ+WLjYiISCZavdwsEZFWy7j8bGIi4OYGvHkD6PI7GyIi+vho9aefmZmZ3CEQEeWOoSHg66uY5N2xY3r5unXAqFHA3bvyxUZERFQIeMWCiEhTSpZUTPJOk5qq2Mn76VOgeXOgXj3ZQiMiIipoWn3FgoioSNPRAf79Fxg9Ghg2LL3cwwMYORK4fFm20IiIiDRNq69YxMXFwSLjGGYioqJERwdo0UJxy2jNGuDQIcDePut9RERERZRWX7FI5bKNRFQczZmjGDI1YkR62d27ihWl/vxTvriIiIjyQauvWBARFUstWypuGe3cCXh7AxcvArNmpZc/fQpUrqy4+lGEPHz4EDt37oSxsTHmzJmjss6VK1dw/Phx6Ovro3fv3qhbt24hR0lERJqk1VcsiIg+Gl9/rVhRaurU9LLwcKB6dUViERkpX2xq6tatG/r06YPjx49jw4YNKuv8+eef6NixI0JCQuDv748mTZpg+/bthRwpERFpEq9YEBFpAysr5RWlAMXwKAMDwNQUsLRML//rLyA5GXBxAcqWLdw4c2Hu3Llo27YtFi5ciG3btmW5/+3bt5g7dy5Wr16NMWPGAADKly+PadOmoX///jAxMSnskImISAN4xYKISFu1bw+EhADu7ullQiiWsJ0xA7h3L708JAR48aLQQ1SlXbt20Mlh6JaHhweEEHB1dZXKRo4cifDwcJw7d64wQiQiogLAxIKISJuZmgI1aqQfJycDU6YAnTsDbdqkl2/fDlSqpDwhXEs9fPgQdnZ2SpugVqxYEQYGBnj06JHKxyQkJCAqKkrpRkRE2oWJBRFRUWJgAHz1FXDiBJDhD3MEBQF6ekDNmvLFlkuxsbEqlxI3NzdHTEyMyscsXrwYlpaW0s3BwaGgwyQiIjVpdWKR8dssIiLKwZIlQEQEMHGi3JF8UIkSJRAREaFUJoRAVFQUzM3NVT5m7ty5iIyMlG6BgYGFECkREamDk7eJiIqLEiXkjiBXatasibdv3yIyMhKW/5uU/uTJEyQnJ6NGxmFfGRgZGcHIyKgwwyQiIjVp9RULIiIqfrp37w5jY2Ns3LhRKlu7di3s7e3RunVrGSMjIqL80OorFvHx8SrH4RIRkfZavXo1nj9/jkuXLiE0NBSzZ88GAMybNw+WlpawsrLC6tWrMWHCBFy+fBnx8fE4ffo03N3dYWhoKHP0RESUV1qdWKSkpMgdAhERqcna2hpxcXHo37+/Urmenp7084gRI9CyZUucOnUK+vr6+Ouvvzghm4ioiNPqxIKIiIqejPtT5MTJyQlOTk4FHA0RERUWtROL+Ph4/Pfff7h16xY+++wzNGrUKEudyMhIbN++HS9evICzszOGDRvGnVSJiIiIiIoxtSZvHzx4EFWqVMGJEyewfPly+Pr6ZqkTHByMhg0bYtu2bTA2NsbKlSvRsmXLbNcmJyIiIiKiok+txMLZ2Rn37t3Dtm3bsq2zaNEi6Ovrw9PTEwsXLoSXlxdevnyJFStW5DtYIiIiIiLSTmoNhcpuffGMDhw4gM8++0xab7xUqVLo3bs39u/fj7lz56oXXWwswCsdRETq43snEREVMo1O3k5ISEBAQACqVKmiVF6lShXs378/x8clJCRIx5GRkQCA905O4N7bRETqi/rfv0IIWeMoKGnnFRUV9YGaRESUnbT3UE19Vmg0sYiNjQUAmJubK5VbWFhI96myePFiLFy4MEt5NU0GR0T0EQoNDZV2ty5OQkNDAYBL1BIRacD79+818lmh0cTCzMwMOjo6iIiIUCoPDw/PkmxkNHfuXHzxxRfScUREBCpWrIiAgIBi+YH4MYiKioKDgwMCAwO5yWERxdewaIuMjESFChVgZWUldygFIu28+DlBqvD9i7LD3w1lQgi8f/8eZcuW1Uh7Gk0sDA0N4eTkBD8/P6VyPz8/1KxZM9vHGRkZSXMyMrK0tOSLXsRZWFjwNSzi+BoWbbq6aq3RUWSknRc/JygnfP+i7PB3I50mv5zR+CfOoEGDsHv3boSHhwMAAgMDcfjwYQwaNEjTXRERERERkZZQ64rFo0eP8Ndff0nH27Ztw40bN9CiRQsMHjwYADBnzhycPHkSTZo0QatWrXD69Gm0bNkS48eP12zkRERERESkNdRKLExMTFCpUiUAwJ9//imVW1tbSz+XKFECFy9exPHjxxEQEIDPPvsMnTp1go6OTq77MTIywvz581UOj6Kiga9h0cfXsGgr7q9fcT8/yh/+flB2+LtRsHREcV2LkIiIiIiICk3xnNVHRERERESFiokFERERERHlGxMLIiIiIiLKN43uY5FfKSkp2L17N+7duwdbW1sMHToU9vb2codF2YiPj8eBAwfg7e0NGxsb9OrVC05OTlnqeXt7Y//+/UhISMAnn3yC9u3bF36w9EEbN26Et7c3pk6dmuV1vHnzJg4dOoSUlBR0794dLVu2lClKUiU6Ohpubm549OgRateuDVdXV+jp6SnVuXjxIo4dOwZ9fX306dMHDRo0kCna/Hv8+DHc3NwQHR2NNm3aoHv37nKHRFomNjYWCxYsgLGxMX788Ue5wyEtceHCBZw7dw4xMTFwdnbGoEGDYGpqKndYxYrWXLFITU1Fjx49MG/ePBgYGODEiROoXbs2Hj58KHdopIKPjw9q1qyJffv2wdjYGLdu3ULt2rWxfft2pXru7u5o3LgxAgICEB8fj969e2PhwoUyRU3ZOXnyJL777jssX74cL1++VLpv06ZNaNmyJd69e4f379+jU6dOWLZsmTyBUhZpG5Bu3LgRFhYWOHfuHD799FOlOr///ju6dOmC6OhovHnzBs2bN8c///wjU8T5c/r0adSpUwc+Pj5ISUnBZ599hmnTpskdFmmZ6dOnY8uWLVi3bp3coZCW+Prrr9GjRw+EhITA1NQUK1asQJ06dRASEiJ3aMWL0BLbt28XBgYG4sWLF0IIIVJSUkSbNm1Enz59ZI6MVAkKChKvX79WKps7d66wsrKSjhMTE4Wtra347rvvpLKdO3cKPT098fz588IKlT7g7du3wsHBQbi7uwsAwtPTU7rv/fv3wsLCQvz2229S2Zo1a4SxsbEIDg6WIVrKKDU1VdStW1f07t1bpKamSuVPnjyRfn79+rUwNDQUmzdvlsp++uknUbJkSREbG1uY4WpE1apVxYQJE6TjkydPCgDi1q1bMkZF2mT37t2iQYMGYuHChcLOzk7ucEgLJCUlCWNjY7FixQqpLCoqShgaGor169fLGFnxozVXLA4cOIC2bduiQoUKAABdXV0MHz4cHh4eSExMlDk6yqxMmTJZhqnVqVMH4eHhiI2NBQBcuXIFwcHBGD58uFSnf//+MDExwaFDhwo1XlJNCIHPPvsMU6ZMQaNGjbLc7+npiaioKKXXcOjQoUhOTsaxY8cKM1RS4cKFC7h37x7mzZuntFdQlSpVpJ89PDwAAIMGDZLKRowYgYiICHh5eRVarJrg6+uLR48eKf0+fvLJJyhXrhz2798vX2CkNZ4/f44ZM2Zg+/btMDQ0lDsc0hL6+vqwsrJCdHS0VBYXF4fU1FQOudcwrUksHj16pPRhCCg+HJOSkuDv7y9PUKSWrVu3onHjxtJ4xUePHgEAKleuLNUxNDRE+fLl8fjxY1liJGW//vorEhIS8NVXX6m8/9GjRzA1NVV647WwsICNjQ1fQy1w48YNmJiYoEKFCvj9998xb948uLm5ISUlRarz6NEj2NvbK40jrlChAgwMDIrca5j2npL5s8LR0bHInQtpXlJSElxdXTFv3jzUqFFD7nBIy+zduxf79+/HgAEDMH78eHTq1Ak//vgjevXqJXdoxYrWJBaxsbEwNzdXKrOwsJDuI+22aNEinD17Fn/99ZdUFhsbCyMjoyzfGllYWPA11QJXr17F0qVL8c8//0BXV/Vbgar/lwBfQ20RGRkJAwMDdOzYEa9evYKenh6+/vprtG/fHklJSQCyfw3Nzc2L3GuYFq+qz4qidi6ked9++y1sbGwwefJkuUMhLXTv3j0EBgaifPnycHBwgIGBAa5cuaJ0FYPyT2tWhTI3N0dERIRSWXh4uHQfaa8VK1Zg0aJF2Lt3Lxo3biyVm5ubIyEhAfHx8TA2NpbKw8PD+ZpqgYULF8LBwQF//PEHACAqKgoAsGrVKjx+/Bjjxo1T+f8S4GuoLczNzREVFYXvv/8eQ4YMAQCMGTMGjo6OcHd3x5AhQ1S+hkIIREZGFrnXMC3eiIgIlChRQioPDw/PchWDPi4RERFYunQpXF1dMXPmTACKK3rv37/HzJkz8dlnn6kc7kkfh8DAQEyePBnbtm3D4MGDAQBffvklnJ2dsXTpUsyfP1/mCIsPrUksatasCT8/P6UyPz8/mJqaomLFijJFRR+yatUqfP3119izZw969OihdF/NmjUBKF7H+vXrAwBiYmIQGBgo3UfyGTt2LAICAqTjsLAwAIC9vT3s7OwAKF7DhIQE+Pv7o1KlSgCAd+/eITQ0lK+hFqhVqxYAKP3B5ODgAFtbWzx79gyA4jV8+/YtIiIiULJkSQCK5VpTUlKK3GuY8T2lfPnyABTLlD9+/Bi9e/eWMzSSmbGxsfQlSZqnT59CT08PlSpVgpmZmUyRkTZ48uQJkpOT0aRJE6nM1NQUNWvWhK+vr4yRFUNyzx5Pc+jQIaGrqyvu3r0rhBAiPj5e1KtXTwwfPlzmyCg7q1evFkZGRuLw4cMq709JSRGOjo5KK7isXLlSGBsbZ1lRiuT3/PnzLKtCxcfHCzs7O/HNN99IZT/99JOwtLQUkZGRMkRJGcXHxwt7e3uxevVqqczb21vo6OiIQ4cOCSGECAsLEyVKlFBa2WvGjBmibNmyIjExsdBjzq9GjRoJFxcX6ThtpbmHDx/KGBVpo8WLF3NVKBJCKFbH09PTE2vWrJHK3r17J6ysrMSPP/4oY2TFj9ZcsejVqxdGjhyJjh07onv37rh79y7i4uKwZMkSuUMjFc6fP4+pU6eiQYMGOHnyJE6ePCnd9/3338PGxga6urrYvHkzevfujadPn8LS0hJHjhzBihUruApDEWFkZISNGzdi0KBB8Pb2hoGBAY4fP47NmzdLc6BIPkZGRtiyZQsGDRqEU6dOwcLCAgcOHMDo0aOlCYmlSpXC2rVrMXbsWFy8eBHx8fE4d+4c9uzZAwMDA5nPQH3r169H586d0aZNG5QrVw6HDh3Czz//jKpVq8odGhFpKXt7eyxZsgQzZ87EsWPHYGNjAw8PD1SpUgWzZs2SO7xiRUcIIeQOIqNLly7h7t27sLW1RY8ePWBiYiJ3SKTCkydPcPjwYZX3jRo1CpaWltLx27dvcfz4cSQkJKB9+/ZwdnYurDBJDVFRUdi0aRNcXFykYSZpXr16hRMnTiA1NRWdOnWShkWRdnjz5g1OnDiBlJQUNGjQQBp6mNHz589x+vRp6Ovro0uXLihbtmzhB6ohYWFh8PDwQHR0NFq1aoXatWvLHRJpoRs3buD27dsYN26c3KGQlnj+/Lk0YdvZ2Rnt2rVTWqqb8k/rEgsiIiIiIip6tGa5WSIiIiIiKrqYWBARERERUb4xsSAiIiIionxjYkFERERERPnGxIKIiIiIiPKNiQUREREREeUbEwsiIiIiIso3JhZULNy5cweDBw+Wpe/Tp0/DxcUFLi4u2LVrV77ayst5+Pn5Sf0vXbo0X/0TEVHe/Prrr9J78ePHj/PV1vbt26W2vLy8NBMgUSHQlzsAopw8fvwYc+fOzbHO2LFjAQB79uwpjJCyeP78Oc6dO4e//voLNWrUyFdbb968Ufs8SpcuDVdXV6xbtw6XL1/OV/9ERJQ3ly5dQkJCAsaMGQNra+t8tVWvXj0YGRlhwoQJ6NWrl4YiJCp4TCxIq1lbW8PV1VU6XrduHZ4+fYolS5ZIZc7OzihRogT+++8/OUIEAJiamsLFxSXf7TRo0EDt87C2toaLiwtOnTqFkJCQfMdARER5U6VKFY18FtSuXRu1a9fGzJkz8x8UUSFiYkFazcrKSulN+tSpUwgLC8vyxn3nzh3s3r0b/fv3BwBcuXIFa9aswddff41du3bhxYsXaNCgAaZOnYpHjx5h48aNCAsLQ6dOnfDZZ58ptRUfH48tW7bg8uXLMDc3R9euXdG7d2+14s5r/69fv1Z5HgsXLsSmTZsQEBCAevXqYcqUKTA0NFQrJiIiyr13795h0qRJWcrLlCmDlStX5qqN1atXIyUlBY6Ojjh9+jQiIyMxcOBA9OjRAwcOHMChQ4dgaGiIkSNHomnTppo+BaJCx8SCioXMQ4hevnyJHTt24MqVK5g8eTJsbW2xYMECeHh4IDAwEJMnT0aFChUwdepUxMXFYfz48QCAuLg4tG/fHubm5nB1dUVsbCymTp2Kq1evYtGiRbmOJ6/9Z3ce165dw7hx41C+fHksXrwYd+/exZYtWzTz5BERURZmZmZKV8yFEJg9ezYcHBxy3cb169exb98+NGrUCMOHD4ePjw969uyJ3r17Iz4+Hq6urrh9+zbatGkDPz8/ODo6FsSpEBUaJhZUbCUnJ2P79u1o3LgxACA8PBzz58+Ht7c3ateuDQAICgrCjh07pD/sV65cieTkZBw/fhx6enoAgFatWqFZs2aYOXMmbGxsCrT/7Nr5559/0KRJEwDpcyo2bdoEXV2uv0BEVBAyD3H97rvvEB0dja1bt6rVjqWlJY4dOyZdZT537hx8fX3h6+sLfX3Fn2GnT5/Gnj17MHv2bM2dAJEMmFhQsWViYiL9UQ8AlSpVQsmSJaU/6tPK9u/fLx0fO3YM79+/x7BhwyCEgBACqampSElJga+vL9q0aVOg/WfXTlpSASjG8CYmJiIkJAS2tra5joeIiPLGzc0Nv/76K44dO4YqVaqo9dhmzZopDV2tVKkSqlWrJiUVaWVBQUEai5dILkwsqNjKPAdBV1cXRkZGWcpSU1Ol44iICNSoUSPLHA5XV1dUrVq1wPvPbTsAPvg4IiLKv7t372LkyJFYunQpOnXqpPbjVb3v5+WzgKgoYGJBlIGDgwPi4+M1sqoHEREVbSEhIejbty8GDx6M6dOnyx0OkdbjAG2iDMaMGYMTJ04oDU9KSUnBhg0b5AuKiIgKXVJSElxcXFC2bFmsXbtW7nCIigResSDKoE+fPvj1118xdOhQ1KxZE1ZWVvDx8UHfvn3lDo2IiAqRp6cnzp49i7Zt22Lo0KFSuTrLzRJ9bJhYUJEyYcIEDBo0KEt55o3lWrRogX/++UepTtu2bbNceejSpQsqVaqkVPbVV19h7NixuHHjBnR0dFCvXj2ULl06x7jevXsHFxcXuLi4wNXVNc/95+Y8KlSoADc3N5QqVQoA4Ofnh++//x63b99GgwYNcoyTiIhyp169enBzc8tSXqJEiWwfc+zYMbi4uGDx4sVwdnbG1KlTIYRQqjNr1iylidsAMHfuXKV2t2/fjn379iEsLCyfZ0FUuHRE5t94IlKLv78/bty4AQCoUaMGatWqVaj9h4aGwtPTEwBQvnx5NG/evFD7JyIi4PLly3j16hUAoGPHjrCysspzW/fv34efnx8AoEmTJqhYsaJGYiQqaEwsiIiIiIgo3zh5m4iIiIiI8o2JBRERERER5RsTCyIiIiIiyjcmFkRERERElG9MLIiIiIiIKN+YWBARERERUb4xsSAiIiIionxjYkFERERERPnGxIKIiIiIiPKNiQUREREREeUbEwsiIiIiIso3JhZERERERJRvTCyIiIiIiCjfmFgQEREREVG+MbEgIiIiIqJ8Y2JBVECePHkCd3d3uLu74+HDhwCAFy9e4OjRoxrv6+3bt1JfN27c0Hj7REQfIz8/P3h6emZ7XFD9qPLkyROcOnUqxzopKSm4ePEi9uzZg2fPnmkyxFwpqOeHig59uQMg+hAvLy+EhIQAAIyNjVGpUiXUrl1b5qg+7PDhw5g/fz46d+4MfX19VKtWDZ6envj+++/x8uXLLPVjY2Nx9OhRtGvXDqVLl5bKvb298fDhQ/Tq1QvGxsZS+aVLlyCEQKtWrfD69Wvs2rUL169fR4cOHbBly5bCOEUi+ogkJyfjwIEDKF++PJo1ayZ3OIXC3d0dhw8fxpUrV1QeF1Q/qhw+fBhbtmzBnTt3VN6fmpqKDh064N27d6hVqxYsLCxQuXJljcaZkY+PD4KDg9G+fXuprKCeHyo6mFiQ1vv+++/x6tUrNGrUCPHx8bh8+TKcnJxw5MgR2NjYyB1ejhwcHODu7p6rukZGRhg9ejR+/vlnTJs2TSr/5ptv4OHhgRMnTqBz585S+fDhwzFw4EC0atUK9evXh7u7O4YPH67xcyAiAoAjR47AxcUFZcqUQWBgIPT09OQOqdDVqFEDsbGxWtnu/fv3cf78eYSGhsLKykpDkWXvv//+w6lTp3DhwgWprKCeHyo6OBSKioROnTpJ34T4+fnB398fP/zwg3T/o0ePcOjQIVy9ehWpqalSuRACe/bska54AIpv+j08PKTjxMREuLu7IyoqSip7/fo1jh49ikuXLmV5k0wbzpSamoqrV69i3759iIuLy/O5eXt7Y+/evUhOTkabNm2ULiMnJyfjwoUL6NChg1J5QEAAnj9/jo4dO+a5XyIidWzcuBFjxoyRrq6mCQoKwp49eyCEUKr/6tUr7NmzR+k9+enTpzh8+DBu3ryJpKQkpfppfxgnJCTg3LlzOHDgAADA399fGup57NgxBAQEqIwvOTkZ586dw5kzZxAaGprt0KGcYviQWrVqKX3BAyiGH50/fz7bfm/evImrV68qPebRo0dKdXLTbk4ePnyIPXv2AADOnDkDd3d3JCUl5fs5Tat75MgReHt7S2VPnz6Fj48PQkNDpXYCAgJUngcA3L59GwcPHsTdu3ez3JcWY2JiIm7evImTJ09+8HxJe/GKBRU5pUuXRtu2bXH79m0IITBq1Cjs3bsXzZo1g5+fH6ytreHh4YEyZcpAR0cH3333HWbMmIFJkyYBUHzTHxgYiLCwMJibm+PKlSsYNmwYIiIiAADz5s3DypUr0bRpU0RGRuLly5dwc3NDy5YtAQCenp744osvUKdOHcTHx8PBwQHt2rWDiYmJ2udy5MgRDBkyBKtWrYKRkRE6dOiAxYsXQwgBHR0d3Lx5EyYmJpg0aRL+/PNP6XGenp4wMDBA69at8/+EEhF9wOvXr+Hh4YFbt27ByMgIGzZsQO/evQEAenp6GDx4MM6cOYO2bdtKj/n9999x5coVDBgwAElJSRgzZgw8PDzQuHFjBAQEQEdHBwcOHECVKlUAANu2bcP+/fthYGAAa2trODg4oG/fvnj69Cl27doFAIiKisKlS5cwdepU/PLLL1Jf4eHh6NSpE16/fo06dergwYMHqF69OkJDQ6WhQ7mJ4UMyD/WJjIxE586dERgYiNq1a8PHxydLv2vWrEF0dLR0DgBw8OBBbNu2TaqT23az4+vrK335lNZPjx498vWcJiYmYuzYsdi7dy+aNm2K0NBQVKpUCfv27cPjx49x//59vHv3TmrHzs4OZ8+eVTqP6Oho9O3bF97e3qhfvz5u3bqFxo0bY9++fdJnZlqMxsbGsLKyQmRkJJ49e4Zjx459NEPuihVBpOVatWolxowZo1TWoEED0a9fP/HPP/8IMzMz8fDhQyGEENHR0aJx48Zi2LBhUt0JEyaIQYMGCSGECAgIEMbGxqJGjRri6NGjQgghFi5cKNq0aSOEEGLXrl2iXLly4uXLl9Ljly5dKhwdHUVycrIQQojNmzcLAGLZsmU5xv3nn3+KWrVqKZVt3rxZlCtXTgghxD///CPMzc3FwYMHpftv3LghAIg7d+4IIYRYvHixGDhwoHj79q0wMDAQ79+/F0II8fnnn4tWrVpl6XPYsGHi888/zzEuIiJ1/fzzz6J58+ZCCCHu3r0r9PX1RVBQkHR/ly5dxLhx46Tj5ORkYW9vL1atWiWEEGLBggWicePG0ntYamqqGD9+vOjcubP0mG+++UYAEMeOHcsxlkePHgkzMzNx9epVqWz27NmievXqIiIiQgghxPPnz4WlpaWoV6+eVCc3MWT2008/iWbNmmV7PGfOHFG9enURHh4uhBDi2bNnwsLCQqnfMWPGiMGDByu1+9tvvynVyUu7mZ08eVJk/rMuP8/pd999J+zs7MSTJ0+ksgMHDojExEQhhBDz58/P8jmU+Ty+/fZb4ejoKN69eyeEECIoKEiULVtW/PTTT0ox6urqinPnzkllgwYNEj179swxZtJOHApFRULaZdtt27ZhyJAhuHfvHmbNmoWdO3di0KBBqFq1KgDAzMwMX375Jf777z+kpKQAANq3bw8vLy8Aim/6W7ZsiS5dukjf7nh5eUmTzzZt2oR69erh+vXr2LdvH/bu3QtLS0s8f/5caYUNAwMDTJkyJc/ns3z5ckyfPh2HDx+WvvUDgAYNGqBUqVJSbJ6enmjfvj1sbW3h5OQkjWX19PREhw4d8tw/EVFuCSGwadMmjBs3DgBQt25dNGrUCFu3bpXqDB8+HO7u7khMTAQAnD59GqGhoRg8eDAAxXtrw4YNcerUKezbtw/79u1DuXLlcPbsWem9GgCqV6+Orl27ZokhPj4eV65cwf79+3H37l2ULVtWaXiRm5sbJkyYAEtLSwBApUqVpL7T5DYGdezatQsTJkxAyZIlAQCOjo5Z+pW73bw+p1u2bMHUqVOVrub06dMHBgYGue57586dmDhxojQfskyZMhg3bhx27typVK9evXpo06aNdNyxY0f4+fnluh/SHhwKRUVC2mVbIyMjODo6wtvbGzVq1MDEiROlIUppnJyckJSUhKCgIDg4OKB9+/YIDg7GgwcPpCSiTp06+Pnnn5GYmIgrV67g+++/BwA8f/4cRkZG2LZtm1KbAwYMUPrgKV26NPT18/bfJyQkBLNmzcLvv/+uNGwAAHR1ddG2bVt4enpiypQpuHjxojQEql27dvD09ETVqlUREBDA+RVEVCi8vLzw7Nkz6OnpSYtRVK9eHRs3bsScOXMAAJ9++ikmTpyIo0ePol+/fti+fTu6du0KGxsbpKSkICAgAN7e3lnGzvfu3RuxsbEwNzcHAJQtWzZL/+fOncOgQYNQqlQpVK5cGSYmJggPD0dwcDAAReLz8uVLODo6Kj3O0dFR+kNZnRhySwiBwMDALP1WrlwZ165dU6utgmw3L89pSkoKXr16hWrVquXtJKA4j4CAgCwrUzk5OcHf31+pLPNkcyMjI8THx+e5b5IPEwsqEjp16oQNGzZkKbe2tpbmRqQJCwsDkP5GZW9vj2rVqsHLywteXl4YPXo0atWqhUGDBuH48eNISUlBixYtAADm5uZo1qwZ/vrrrxzj0dHRyfO52NjYYOHChZg2bRpq1KiB7t27K93foUMHLFiwAJcvX4aZmRlq1qwJQJFY/PHHH6hatSqMjY2lmImICtLGjRtRu3ZtHDp0SKn87du3OHv2LNq1a4cSJUqgb9++UkKxb98+rF+/HoBiDoaZmRlcXV0xffr0HPtS9d46a9YsjBw5Umn8f506daTJ4jo6OihZsmSWz4KMx+rEkFu56RdQfGGUcQI7gBz/aM5tu+rEmdmHntO05ys/k6h1dHRQqlQplZ/R1tbWeW6XtBuHQlGR1rp1axw6dEjpasLevXtRv359mJmZSWXt27fHP//8g7dv36Jp06YoVaoUatasiUWLFqFZs2bSJLKuXbvCzc0N4eHhSv28fv1ao3GPGTMGK1aswIABA5RWqAIUiUVERAT+/PNPtGvXTipv164dbt26hQMHDqBFixZKe1oQERWEiIgI7NmzB8uXL5dW/0m79evXT+kLn2HDhuHw4cP4999/ASiGzaTp0qULNm3alGXIUW7eW1+/fo1atWpJx76+vvD19VWq06JFC6XERwiBI0eOKNXJTwzZadWqlbTSEqDYS+LgwYNKdcqVK4enT58qlZ09ezbf7eZHbp7Tzp07Y8eOHUqrfYWHh0tJUokSJZCQkJBjP61bt8a+ffuUyvbu3YtWrVrl9xRIS/GKBRVpX3/9NbZt24Zu3bphyJAhuHnzJjZv3oxjx44p1Wvfvj3+/vtvfPLJJzA0NJTKli9fjnnz5kn15syZAw8PDzRt2hSTJ0+GhYUFrl+/jmvXruHWrVsajX3s2LEQQmDAgAHYu3cvunXrBkDxrZGNjQ0OHDiAVatWSfXLlCmDypUr4/Dhw/jxxx81GgsRkSrbtm2Dqamp0vj3NP369cPw4cOxcuVKlCxZEl27doW5uTlmz56NAQMGKK2Ut3TpUrRp0watWrXCiBEjoKOjg3PnziE5ORlubm45xtC7d2/MmzcPsbGxiI2NxR9//AFTU1OlOgsWLECrVq0wZswYtGrVCnv37kVQUBAqVKigkRiys3DhQrRo0QKjRo1CmzZt4Obmhrdv38LBwUGqM2jQICxatAhTp05FkyZN4OHhgdu3b6N8+fL5ajc/cvOc/vbbb2jdujU6d+6MwYMHIyQkBDt37sTNmzehq6uLRo0a4bvvvsOqVatgb2+Ppk2bZunn559/RvPmzTFs2DB06tQJHh4euHPnjsoRCFQ8MLEgrdehQweUK1dO5X2lSpXCrVu3sGbNGpw6dQq2tra4evUq6tevr1SvY8eOGDBgAAYMGCCVubi44OXLl+jbt69UZmFhgcuXL2Pbtm24dOkS9PX10bRpUyxfvlyqU6lSJfTs2TNXsUdFRcHd3R116tRBtWrVsjx23LhxMDQ0xLZt29CwYUPY2tpCR0cHs2bNwq1bt7JMuJsyZQrOnz+vNOEbUAxJOH/+vMrxrEREeRUSEoI5c+aonFPWrVs39OzZE/fv30fr1q2hr6+PefPm4ezZs5g4caJS3bS5cZs3b8aVK1dgYWGB/v37K70n16lTJ8sftwCwcuVKrF27FhcuXICFhQX+/fdfeHp6okaNGlKdRo0a4dKlS1i/fj2uXLkCFxcXNGjQQFq4I7cxZJZ5w7fMx/Xr18fly5exbt06XLlyBYMHD0aXLl2UJrbXqFEDly5dwtatW3H58mX07dsXQ4cOxfnz59Vqd8qUKTle6bCzs8tyLvl5Tp2cnHDv3j2sX78eZ8+ehaOjI44dOyZN3u7QoQM2b96MM2fOIDIyEnZ2dlnOo2bNmrh9+zbWrVuHU6dOwcnJCb/99hsqVaqUY4zqfM6SdtERItOONkSkEUeOHMHmzZsBKFZM6devX4H1defOHSxatAiA4s0+PytWEREVNYmJiUhJSVG6StK8eXM0a9ZM6YuhwrBs2TJs2bJF2qOC6GPCxIKIiIiKtPDwcHTp0gWDBw9GyZIl4e7uLu14XdhXcZlY0MeMk7eJiIioSCtVqhS2bduGsLAwXLhwAW3atIGPj48sQ0OdnZ3RuXPnQu+XSBvwigUREREREeUbr1gQEREREVG+MbEgIiIiIqJ8Y2JBRERERET5ppX7WKSmpiIoKAjm5uYqt6InIqKcCSHw/v17lC1bFrq6xe87JH5OEBHln6Y/K7QysQgKCtLY7pJERB+zwMDAHHf4Lar4OUFEpDma+qzQysTC3NwcAPDw4UPY29vLHA0RUdETFRUFBwcH6f20uOHnBBFR/mn6s0IrE4u0y9rm5uawsLCQORoioqKruA4T4ucEEZHmaOqzovgNvCUiIiIiokKn1YmFqamp3CEQEZEW4+cEEZH20OrEorhewiciIs3g5wQRkfbQyjkWRERUtLx9+xZubm4wMDDAhAkTcvWYhw8f4tSpU9DX10e3bt1QsWLFAo6SiIgKksYTiwsXLsDLy0upzNjYGLNnz1a7rYSEBA1FRUREBWXYsGE4d+4crKysEBMTk6vEYvPmzZg8eTL69euH+Ph4zJw5E//99x969+6tVt/8nCAi0h4aHwrl5eWFtWvXIj4+Xrrl9Y0/OTlZw9EREZGm9e/fH0+fPsWnn36aq/qhoaGYNm0afvnlF+zcuRP79u3D1KlTMW7cOCQmJqrVNz8niIi0R4EMhSpfvjwWLVpUEE0TEZGWGTBggFr1PTw8kJCQgJEjR0plEyZMwO+//47z58+jU6dOGo6QiIgKQ4EkFmFhYVi+fDmMjY3RpEkTNGzYsCC6ISKiIsjX1xf29vawtLSUyqpUqQJ9fX34+vqqTCwSEhKUrn5HRUUpfhg1CqhUCXByAjp2BOrVA/T0CvoUiIhIhQJJLHR0dPDo0SNERERgxowZGDFiBNatW5dt/Ww/MIiIqNiJjo5WSioAxeeGhYUFoqOjVT5m8eLFWLhwYdY7jh9XPi5VCujbF5g5U5FkEBFRodH4HAsXFxf4+Phg9erV2L59O7y8vLBp0ybs3r0728csXrwYlpaW0s3BwUHTYRERkZYwMzNT+QXS+/fvYWZmpvIxc+fORWRkpHQLDAxU3LF4MTB/PtC7N2BuDoSHA1u2APXrK65gnDtXcCdCRERKNJ5YVK9eHXoZLkM3b94cDRs2hKenZ7aPyfYDg4iIip2qVavizZs3Slcn/P39kZSUhKpVq6p8jJGRESwsLJRuAIDPPwcWLAAOHgTCwoCzZ4HBgxXDoTw9gXbtgIkTgcjIQjgzIqKPW6FskKerq5vt5W0ghw+M1NTCCI+IiArYL7/8ghs3bgAAunfvDl1dXezcuVO6f/PmzbCyskK7du3y3om+PtC2LbBrF/DsGTB2rKL877+BWrUUSQcRERUYjc+xuHXrltJk7Vu3buHmzZsYm/YGrwaTpCRNhkZERAVg+/btCAwMxIULFxAREYFffvkFADBlyhSYm5sDUFyZNjY2RuPGjWFnZ4dff/0V06dPx61btxAfH48dO3Zg69atMDY2VqtvExMT1XdUqACsXw8MHQqMGwc8fQp07gxs2ACMGJGv8yUiItU0nlj88MMPSExMRIMGDRASEoJdu3Zh4MCBSssK5pYuL10TEWm99+/fIyIiAo0bN0bjxo0REREBABBCSHW++eYbNGnSRDqePn06WrRogePHj0NfXx+3bt1CrVq11O5bV/cDF947dADu3QNGjgTc3BRDpx4/Bn78EdDRUbs/IiLKno7I+M6vIefPn8fVq1dhamqKpk2bonHjxmo9PioqCpaWloj09IRF+/aaDo+IqNiT3kcjI9OHlxYjap9fairw/feKyd4AMH06sGwZkwsi+qhp+rOiQJabbdOmDdq0aZPvdhLfvdNANEREVFzleqduXV3g//4PcHQExo8HVqwAzMwUZUREpBGFMnk7r5JCQuQOgYiItFiSunPxxo0D/vpL8fPixcDPP2s+KCKij5RWJxZcHpCIiDRu0iTg998VP3//PbB5s7zxEBEVE9qdWPxvAiAREZFGffmlIqkAgAkTuJEeEZEGMLEgIqKP08KFwMCBQFIS0L+/YklaIiLKM+1OLMLD5Y6AiIiKK11dYMsWoHFjIDQU6N0beP9e7qiIiIosJhZERPTxMjUFDhwAypYFfH0Vk7s1vwo7EdFHQbsTCw6FIiKigla2LPDff4C+PrB7N7BypdwREREVSVqdWJhwVSgiIsqBiYmJZhpq1Sp9pagvvwQuX9ZMu0REHxGtTix0ecWCiIhyoKurwY+x6dOBQYOA5GTFv2FhmmubiOgjoNWJBcLDOdaViIgKh44OsGED4OwMvHwJjBnDzyAiIjVodWKRmJQExMbKHQYREWmpxMREzTZobg7s3AkYGAD79wNr12q2fSKiYkyrE4skgJeiiYgoW0lJSZpvtFEjYMkSxc+zZgHe3prvg4ioGNLqxAIAEwsiIip8M2YA3bsDCQnA0KFAfLzcERERaT0mFkRERJmlbZ5nawvcvw98953cERERaT0mFkRERKrY2iomcwPAH38AZ87IGw8RkZZjYkFERJSd3r0Vu3EDwMiR3LiViCgHTCyIiIhy8scfgJMTEBio2OuCiIhUYmJBRESUkxIlgH/+Ucy7+PdfxTK0RESUhVYnFsYAEwsiIsqWsbFx4XTUogXw1VeKnydMAEJCCqdfIqIiRKsTCz2AiQUREWVLT0+v8DpbuBCoVQsIDgYmTy68fomIigitTiwAAOHhckdAREQEGBkBW7cCenqAmxuwe7fcERERaRWtTiwSAV6xICKibCUmJhZuh40ape9pMXUq8O5d4fZPRKTFtDqxSAKYWBARUbaSkpIKv9PvvgPq1lXMs5g6tfD7JyLSUlqdWABgYkFERNrF0BDYvFkxJOq//4A9e+SOiIhIK2h/YhETAyQkyB0FERFRuoYNgblzFT9PnsxVooiIUBQSC4ATuImISPt8/336KlEzZ8odDRGR7LQ7sShVSvEvh0MREZG2MTICNm1SbJy3fTtw5IjcERERyUq7E4uSJRX/MrEgIiJt1LQp8MUXip8nTAAiI+WNh4hIRkwsiIiI8mPhQsDJCXj1Kn13biKij5BWJxbG1taKH5hYEBGRCsbGxnKHAJiaAhs3Kn5evx7w9JQ3HiIimWh1YqFnZaX4gYkFERGpoKenJ3cICm3bAhMnKn4eNw6IjZU3HiIiGWh1YsHJ20REVGQsWQKULw88fQrMny93NEREhU5f7gBykpR2xeLiRUAIQEdH3oCIiEilhw8f4tSpU9DX10e3bt1QsWLFDz7m4sWLuHv3LvT09NCoUSM0btxY7X5l2Xk7OxYWwNq1QK9ewB9/AIMGAU2ayB0VEVGh0eorFon9+imW8/PyAg4dkjscIiJSYfPmzahfvz4uXLiAY8eOoXr16jiUw3t2SkoK+vXrh379+sHb2xvXrl3D/7d33/FRVOsfxz+bQgKBJPQgxNAEpCNFFBUURKqCKEVFUESKCAgixV6AiKhY8NL50VFRmgheEJAqvUSlKBKpoQRIARJCmN8f57IYSTAhm8wm+32/XvPK7uzMzrN3vXt45pzznAceeIDu3btn+NqXLl3KTOiu17IldOoEV65At27gbvGJiGQht04sCA29VsZv4ECtwC0i4maio6N58cUXCQ8PZ86cOcyfP58+ffrQvXv3NP/Rv2XLFhYuXMiSJUv4z3/+w+TJk5k+fTqTJk0iMjIyez9AVvjkEyhcGCIiYNQou6MREck2WZpYHD9+nDFjxrAkM4sGDR0KISHwxx/w+eeuC05ERDJt6dKlJCYm0rVrV+e+Hj16cOLECdauXZvqOXnz5gXAz8/Puc/f3x9vb+8U+3KsokVNcgHw7ruwZ4+98YiIZJMsSyyuXLnCU089xWuvvcbUqVNv/o0KFIARI8zjd96BkyddE6CIiGTanj17CAkJISgoyLmvXLly+Pj4sCeNf1DXqFGD8PBwunTpwtChQxk0aBCDBg1i4sSJlChRItVzEhMTiY2NTbG5tSeegObNzVCo7t3N0CgRkVwuyxKLESNGEBgYSKNGjTL/Zl26wB13QGys+YG2rMy/p4iIZFp8fHyKpALA4XAQGBhIfHx8muddvHiRc+fOcebMGaKjo4mNjb3h8SNHjiQoKMi5hYaGuuwzZAmHw0zkzp/fFCD5z3/sjkhEJMtlSWKxfv16JkyYwMSJE13zhl5eZvGhPHlg0SIYO9Y17ysiIpkSEBCQau9BXFwcAQEBqZ6zYMEC3nvvPX744QfGjx/PlClTmD17Nn379mXz5s2pnjN06FBiYmKc2+HDh136ObLErbdCeLh5PGQIHDpkbzwiIlnM5YnF2bNnefLJJ5k0aRJFihRJ1znp6uKuWRNGjzaPBw6EnTtdFrOIiNycChUqEBUVlaK3ITIykqSkJCpUqJDqOTt27OCWW26hYsWKzn0NGjTA19eXbdu2pXqOn58fgYGBKbYcoVcvuPtuiI83j9XjLiK5mMsTi27dutGmTRuaNm2a7nPS6uK+bhJfnz7w8MNmzGqHDhAX58rQRUQkg5o3b46Xlxdz5sxx7ps6dSqFChWiYcOGzn3h4eFs3boVgPLly3P8+HH++usv5+vbtm0jKSmJ2267LUPXd/vJ3l5eMGmS6XH//nv42/9OIiK5jcOyXHf75Mcff6RFixa88847zh/7iRMn4uvrS9euXXn22WdTvcuUmJhI4t9KycbGxhIaGkpMTMz1x0dHm96LI0fMIkQLFoC3t6s+gohIrhAbG0tQUFDqv6Mu9umnnzJ48GC6du1KQkICs2fPZtq0aXTs2NF5jMPh4OOPP6Z///4kJSXxwAMPcPDgQZ588kmSkpKYPn069957L99++y2OdCyGmp2fzyXefRfeeAOKFDFVotLZoy8ikpVc/Vvq0h6LYsWK0atXL44fP05kZCSRkZFcvHiR8+fPExkZyeXLl1M9L0Nd3IULwzffgL8/fPcdDBvmyo8gIiIZ1LdvX9asWUPJkiWpWLEi27dvT5FUAAwePJi6/1uF2tfXl59++olx48YRHBxMSEgIc+fOZf78+elKKnKkwYOhalU4fRr697c7GhGRLOHSHovUtGrVCn9/f+bNm5fuc65mT6dPn6Zw4cKpHzRnjinnBzBtGjz9tAuiFRHJHXLcHf0MSlc74W42b4a77jKlZ7//3pSjFRGxkVv3WLhaWqu2AtCpE7z2mnn83HOwdGn2BCUiIm7jhu2Eu6lXD/r1M4979NA8QRHJdbI8sXjkkUdo1apV1rz522+bSdxJSfDoo7B6ddZcR0RExBXefRfKlIHDhzWUV0RynSxPLLp3707Xrl2z5s29vGDGDGjdGhISzGTujRuz5loiIiKZFRAAEyaYx2PHmsXzRERyCbceCpUuvr7w1Vfw4INw/rz5u3y53VGJiIikrkkTeOYZs6bFc8+ZG2MiIrlAzk8swFSImj8fGjc2yUXLlqoVLiIi7uvDD6F4cdi7F4YPtzsaERGXyB2JBZju5SVLoH17M+fiiSdgxAhTfUNERMSdFCxohkIBhIfD7t32xiMi4gK5J7EA8PMzPRV9+5rnr75qei9OnbI3LhERkX9q184UHrl8Gbp1M39FRHIwt04srq7enSFeXjBmDEycaIZILVtmVupWOVoRkVznptoJd/L55xAcDFu3mrZLRCQHc+vEwsfH5+ZOdDjMhLjNm6FSJTh2DFq0gMcfh6NHXRukiIjY5qbbCXdRooSZbwHwxhvwxx/2xiMikglunVhkWrVq5i7QgAHg7Q3z5plE4/XX4cwZu6MTERExFaIaN4aLF6F7d1MtSkQkB3LrxOKyK8abBgSYu0Fbt8Kdd0J8PLz3HpQuDUOHwoEDmb+GiIjYwiXthN0cDrO2Rb58ZqHXSZPsjkhE5Ka4dWKRmJjoujerWRM2bIBvv4Xq1SEuzlTiKF8eGjY0P+QnT7rueiIikuVc2k7YqWzZa2VnX35Zw3ZFJEdy68TC5by8oG1b2LHDrHvRtKm5U7Rmjel+DgmBe+6BkSNhyxZITrY7YhER8RQvvmh61mNjoVcvDYkSkRzHsxKLq7y8oE0b+OEH+Osvc5eodm3zI75+PQwbBvXqQdGi0KqVGTq1fDmcPWt35CIiklt5e8PkyeDrC4sXw1df2R2RiEiGOCzL/W6JxMbGEhQUxLFjxyhRokT2XfjQIfNjvnw5rFpl7hr9U5kycMcdZmJ4lSpmK1cO8uTJvjhFRP7F1d/RmJgYAgMD7Q7H5WxrJ7LDO+/Am2+am1u//QZFitgdkYjkUq5uK5RYpOXyZdi2DX7+2WybNsHBg6kf6+NjkosKFczf8uVNAlK6NISFmQnkIiLZSIlFDnbpEtSpAxER8MQTMGuW3RGJSC6lxMJOZ87A9u2waxf8+iv88gvs2WMqTd1IkSImwQgLg1KlIDTU/C1RAm65xfzNnz97PoOIeAQlFjncli1Qvz5cuQLffQctW9odkYjkQq5uK3L4ykLZrFAhaNLEbFdZlqnesWePWdjowAHzNzLSbDExcPq02bZtS/u9CxS4lmQUL35tK1oUihW7thUvbnpAHI6s/rQiImKXunXNGkyjR0OPHmZIVC5MEEUkd3HrHovTp09TuHBhu8PJnHPnzATxv/4ycziOHLm2HT9ukpLz5zP2nv7+JskoWtRsRYpc264+v5qQlCqloVgiHshTeixyRTuRlgsXoEYNc7OqRw8YN87uiEQkl/GoHgtfX1+7Q8i84GCz1aiR9jFxcSbJOHYMoqLMdvw4nDpltpMnzXbihFmZNSHBJCmHDqUvhsKFzTCsq/M/brvNrEBeqRIULOiKTykiYotc0U6kJV8+mDgR7r8fxo+Hjh2hUSO7oxIRSZNbJxYeo0ABs1WocOPjLMv0bvw94Th92jyOjr62/+q+EydM0hIdbbbt269/z5AQqFXLbHfcYf6WKaOhViIi7qBRI9NbMX48PPcc7N5tEg4RETfk1kOhoqOjKVSokN3h5GwxMWYYVmTktfkf+/aZ7ciR1M8JDjbretSvb7YGDdSzIZLDeMpQKI9oJ2JioGpV85s9cKCZdyEi4gKqCiWuExdnKlvt2GF6M3bsMM8vXUp5nMMBNWuaO2f33msSjWLF7IhYRNLJUxILj2knvv/eVIby8oING8wK3SIimaTEQrLWpUum+sjmzWb9jvXrYf/+64+7/XZ48EF46CFo2FATxEXcjBKLXKhzZ5g5EypXNjeD/PzsjkhEcjglFpL9jh+Hn34y27p1plfj7/z8zOTCVq3MHbXSpW0JU0SuUWKRC0VHm6Ti5El4/XWzQreISCYosRD7nTkDq1bBf/8LP/xg5nD8XaVK0KIFPPww3HMPeHvbE6eIB1NikUt9/TW0bw8+PrB1640rDoqI/AtXtxVeLohJPE2hQtCunalScvCgWYX8/ffN/Atvb9i7Fz76yMzJKFHCVDL54QdISrI7chGRnO2xx6BtW7h8Gbp1M39FRNyEEgvJHIfDdM2/8gqsWWNK3X71FTz9tKkkdeoUTJ4MzZqZJKN7d9PToSRDRCTjHA4YO9ZU79u2DT780O6IRESclFiIawUHw+OPw7RpZh2NFSugZ0+zEnh0NEyaZCZ8h4SYnozVq+HKFbujFhHJOUqUgI8/No/ffNOUDxcRcQNunVjkyZPH7hAkM3x9oXFj+M9/zKriK1aYhZ6KFjXzNCZPNpO+w8Jg6FA1jiKSYR7bTnTpAk2bQmKiGRKlGzQi4gbcOrHw9fW1OwRxFR8fk2SMG2eqTK1caYZFBQWZRZ/Cw82k77vvhgkT4Nw5uyMWkRzAY9sJh8P8VubPb8qCjx1rd0QiIu6dWEgu5e1teiomTICoKJg3D1q3Nvs3bjS9GiVKQKdO8OOPuhMnIpKasDBTOANMr+/Bg/bGIyIez60Ti+TkZLtDkKzm728qTC1aZHouPvgAqlSBhASYOxeaNIEKFUzjefq03dGKiJvx+HaiZ0+47z44f970ArtfBXkR8SBunVgkJCTYHYJkp5AQePlliIgw9dl79YLAQDhwAIYMgVKloGtX85qIuJV9+/YxduxYxo8fz1//XNsmDZcvX2bp0qV88skn/Pjjjzd1XY9vJ7y8zHw1f3/Twzt5st0RiYgHc+vEQjyUwwG1a8MXX5hJ31OmQJ06ZpLitGlQt67ZpkyBCxfsjlbE402dOpWaNWuybt06li1bRqVKlVi8ePENzzly5Ah33HEHAwYM4M8//+TTTz/lySefzKaIc5ny5eG998zjgQNN76+IiA208rbkHJs2weefm3UyLl0y+4KDTdnaPn3MeGMRAbJv5e3o6GjCwsIYPnw4/fr1A2DQoEHMmDGDQ4cOpVm16Z577sHHx4fly5c7J2Bv27aN2rVrp+u6aif+ITkZGjQwv5MtWsB335mbNCIiN6CVt8Vz3XknzJhh7saNGgVly5rqUaNHm8ePP24WjBKRbLN06VISExPp2rWrc1+PHj04ceIEa9euTfWczZs3s379et59990UVZ3Sm1RIKry9TS9unjzw/fcwc6bdEYmIB1JiITlP0aIwaBD8/jssXmwmeF+5YqpL1akDDz4Iy5drEqNINtizZw8hISEEBQU595UrVw4fHx/27NmT6jkbN27Ez8+P6tWrM3PmTMaOHZtmEnJVYmIisbGxKTb5h8qVzYJ5AP36map7IiLZKEsSi4sXL7J69WrmzZvH7t27s+ISImbSYqtWJonYvRs6dzZ37VasMAtH3XEHzJoFSUl2RyqSa8XHx6dIKgAcDgeBgYHEx8enes7Zs2fJmzcv999/P0uWLCEiIoK2bdvy6KOPktbo3JEjRxIUFOTcQkNDXf5ZcoVBg8xv39mz0Lu3brCISLZyeWLx9ddfU61aNYYPH86cOXO4//77adq0KRc0yVayUrVqMH06/PEHvPgi5MsHO3fCU0/BbbfBp5+acowi4lIBAQGp9h7ExcUREBCQ5jnnzp2jV69ezJkzh3HjxrFu3ToWLlzI/PnzUz1n6NChxMTEOLfDhw+79HPkGr6+ZkiUjw/Mn296ckVEsonLE4ugoCC2bdvG8uXL+eabb/jtt9/YsGEDU6ZMyfB7eeyKqnLzSpc2ScShQ/Duu2bY1F9/mWEBt95qVvhWgiHiMhUqVCAqKipF70RkZCRJSUlUqFAh1XMqVqwIQMOGDZ37KlWqRPHixdMcPuXn50dgYGCKDdROpKpGDRg2zDx+4QWtASQi2cbliUXTpk1TdIsXKVKEgICAm6o1nlY1EZF/VbgwvPaaSSrGjTPlGM+cMavTli0Ln3wCFy/aHaVIjte8eXO8vLyYM2eOc9/UqVMpVKhQisQhPDycrf9bg6Zx48YULFiQTZs2OV+PjIzk5MmTzqQjvdROpOHVV6FqVTh1Cvr2tTsaEfEQWVJu9ty5cyxYsIDz58+zYMECAObNm3fdONyrEhMTSUxMdD6PjY0lNDQ0y8skigdJTobZs+Gtt+DPP82+EiXMwnvdu0PevLaGJ+Jq2VVuFuDTTz9l8ODBdO3alYSEBGbPns20adPo2LGj8xiHw8HHH39M//79Afjyyy95/vnnefLJJwkMDGTWrFnUrFmThQsX4uX17/e8svPz5VhbtkD9+qa4xYIF8MgjdkckIm4mR5SbPX/+PKtXr2b58uX88ssvVKhQAT8/vzSPT2tSXnJyclaEJ57I29tM7t671/RghIbC8eNmiFTZsvDxx1psT+Qm9e3blzVr1lCyZEkqVqzI9u3bUyQVAIMHD6Zu3brO5x06dGDTpk2ULl2aoKAgJk6cyOLFi9OVVPyd2okbqFvXTOYG6NnT9NqKiGShLF8g7+TJk9SqVYuuXbsyfPjwVI9Jq8dCCx9JlklMhP/7PxgxwszHADMfY8gQs9iehldIDpfb7+hrgbx0SkiAWrXMTZWnn4Zp0+yOSETcSI7osfi7YsWK0ahRIzZu3JjmMWlNyhPJMn5+0KOHWQtj0iTTa3HqFAwcCFWqwMKFKtMoIjmfv7+pEuVwmMp5S5bYHZGI5GIuTyz+WQLw0qVL7Nixg7CwMFdfSiTz8uSBbt1g3z6YPBlCQkzJ2jZt4IEHtJK3iOR8d90FL71kHj//PJw7Z2s4IpJ7uTyxaN++Pc899xyfffYZo0aNokGDBsTFxfH666+7+lIiruPjA88+C/v3m2oqfn6werVZyfuppyAy0u4IRURu3rvvmjV9jh2DAQPsjkZEcimXJxZr166lcePGHDhwgFOnTvHCCy/w+++/U7ZsWVdfSsT1ChSA994zPRhPPWX2zZoFFSqYko0nTtgbn4jIzciXD6ZONUOipk6FpUvtjkhEcqEsn7x9MzQpT9zGtm1mQveKFeZ5QAC8/roZVqAJ3uLGNHlbUjVggKmCV7Ik/PILBAfbHZGI2CjHTd4WydFq14bly01iUbeuWbV7yBCoVg3++1+7oxMRyZj33jMLhh49Ci++aHc0IpLLuHVi4evra3cIIkbjxvDzz6ZUY/HiZi7GQw9B+/amgRYRW6idyKB8+Ux1KC8vmDkT5s61OyIRyUXcOrHIo6Em4k68vEwd+H37oH9/s+je11/D7beboQVJSXZHKOJx1E7chLvugtdeM4979YJ/VHMUEblZbp1YiLiloCCTSGzdCvXrQ1ycGbdco4YZNiUi4u5ee80M7zx3Drp0gStX7I5IRHIBt04sruiHTtxZzZqwfj1MnAhFisCePdC0KTz6qO4AimQTtRM3ydfXDIXKlw9WrYJRo+yOSERyAbdOLC5evGh3CCI35uUFzz1nVvC+Ojxq/nwzPGr0aA2PEsliaicyoUIF+PRT8/i118w8MhGRTHDrxEIkxwgONsOjdu6Ee+4x1aMGDTJDpX75xe7oRERS9+yz0KEDJCdDp04QE2N3RCKSgymxEHGlqlXhp59g8mQoWBC2bzcla0eOhMuX7Y5ORCQlhwPGj4fSpSEyEnr0APdb3kpEcgglFiKu5uVl7gL++iu0bg2XLsGwYXDnnaZHQ0TEnQQFwZw54OMDX34JU6bYHZGI5FBKLESySokSsHChqRl/tfeiTh0YOhQ0LlxE3En9+mbxPDAL5+3ZY288IpIjKbEQyUoOB3TubBrpxx8345jDw01p2tWr7Y5OROSaQYPgwQfNjY8OHXQDREQyTImFSHYoXhy++spUjLrlFlNF6v774fnnIT7e7uhERMwwzunToVgxiIiAl16yOyIRyWHcOrHw9fW1OwQR12rTBn77DXr2NM8nTjTDo3bssDUskZxK7YSLhYTAjBnXJnVPnmx3RCKSg7h1YpEnTx67QxBxvaAg+M9/YOVKKFkS9u0z45s//lir34pkkNqJLNC0Kbzzjnncuzds2mRvPCKSY7h1YiGSq91/P+zaBY88YipHDRgAzZrBsWN2RyYinm7YMGjb1vw2PfooREXZHZGI5ABunVhc0d1bye0KFzbzLr74AvLmheXLoVo1mDfP7shEcgS1E1nEywumTYPbbzc3O9q3h6Qku6MSETfn1onFRVWkEE/gcECvXqYc7R13wJkzpoLUk0/C2bN2Ryfi1tROZKECBWDBAggMhLVrYeBAuyMSETfn1omFiEepVAk2boRXXzV3C2fPNit5r1xpd2Qi4qkqVDCTuQE++8xUjRIRSYMSCxF3kiePWaRqwwaoWNEMQXjwQRg5UhO7RcQeDz8Mb7xhHvfoAdu22RuPiLgtJRYi7ujOO83QqGeeMQnFsGGmVK2GRomIHd58E1q2hIQEM6n75Em7IxIRN6TEQsRd5csHU6bApEng5weLF0Pt2lrzQkSyn5cXzJplhkYdPgyPPWYqRomI/I0SCxF3162bGRpVujQcPAh33aVFq0Qk+wUFwcKF1yZz9+tnd0Qi4maUWIjkBHfcYYZGtWwJiYnw3HPw9NMQH293ZCLiSSpVMoUlHA4YN85M6BYR+R+3Tix8fHzsDkHEfRQsCIsWwfDhZljCjBlQpw7s3m13ZCK2UTthg5YtITzcPO7f3wzTFBHBzRMLPz8/u0MQcS9eXmYi9+rVULIk7NsH9eubO4giHkjthE0GDYLu3U1xiY4dVSlKRAA3TyxEJA333gs7d0KzZnDxollMb+BAuHzZ7shExBM4HDB2LDRtChcuQKtWZlK3iHg0t04sLMuyOwQR91WkCHz3nenBAPjoI2jeXCVpxaOonbCRry989ZVZyDMqyiQXcXF2RyUiNnLrxOLChQt2hyDi3ry9zZyLefMgIABWrDBVo37/3e7IRLKF2gmbBQWZGxzFi5v5Xh06qOdUxIO5dWIhIunUrh2sXw+hoWbexZ13wqpVdkclHmTfvn2MHTuW8ePH89dff2Xo3Llz5xIeHs7p06ezKDrJUmFhprCEvz8sXWomdKsnScQjKbEQyS1q1IDNm6FePTMc6sEHzRhoNfCSxaZOnUrNmjVZt24dy5Yto1KlSixOZ6WgH374gZ49ezJ06FCioqKyOFLJMvXqmUp1YH53PvrI3nhExBZKLERyk5AQUzHqySchORn69IEePbRCrmSZ6OhoXnzxRcLDw5kzZw7z58+nT58+dO/enUv/8t9dVFQU3bt354MPPsimaCVLPfYYXP0uX37ZzL8QEY+ixEIkt8mb19w5HDXKVG6ZOBEaN4aTJ+2OTHKhpUuXkpiYSNeuXZ37evTowYkTJ1i7dm2a51mWRefOnenbty+1atXKhkglWwwcCC++aB537mxW6BYRj6HEQiQ3cjhMnfklSyAwENatg7p1YdcuuyOTXGbPnj2EhIQQFBTk3FeuXDl8fHzYs2dPmueFh4eTnJzMwIED03WdxMREYmNjU2zihhwO+PhjaNvW9JS2bq1FPEU8iBILkdyseXP4+WcoXx4OHYK77zaTK0VcJD4+PkVSAeBwOAgMDCQ+Pj7VczZu3MiYMWOYPn06DocjXdcZOXIkQUFBzi00NDTTsUsW8faGWbPgnnsgJgYeeggOHLA7KhHJBm6dWPj4+NgdgkjOd/vtZlJ3kyZmIauHH4aZM+2OSnKJgICAVHsP4uLiCAgISPWcl19+mWrVqjFz5kzCw8OZNm0aAJMnT2bJkiWpnjN06FBiYmKc2+H/LcamdsJN5c0LixdD9epmjYumTeH4cbujEpEsliWJxfnz51m3bh2rVq3KVPlAPz8/F0Yl4sEKFoTvvzeTui9fNmOfP/7Y7qgkF6hQoQJRUVEpeiciIyNJSkqiQoUKqZ7ToUMH6tSpw7lz5zh37hxx/1tULS4uLs11Kfz8/AgMDEyxXd0vbio4GH74AcqVgz//hGbN4Nw5u6MSkSzk8ls977zzDuPHj6dMmTJ4e3uzdetW3nrrLQYNGuTqS4lIRvj6wvTpZsXuTz6BAQPMHcTwcPBy685LcWPNmzfHy8uLOXPm0L17d8CUny1UqBANGzZ0HhceHk6TJk2oU6cOffv2TfEeW7duZdq0afTv35+qVatma/ySxUJC4L//hQYNzFyLRx6BZctMj4aI5DouTyyKFSvG3r17KVCgAAALFiygbdu2NGrUiLp162bovSzV3xdxLS8v01NRvDgMG2ZKQx47BlOmQJ48dkcnOVDx4sUZNWoUffv2Zfv27SQkJDB79mymTZuGv7+/87ihQ4fi7+9PnTp1XHp9tRM5QNmyJpm47z5YswY6dYJ580DD2ERyHZffpuzZs6czqQBo06YNefLkYceOHRl+r7S6xEUkExwOGDoU/u//TMM+axa0aKEhCnLT+vbty5o1ayhZsiQVK1Zk+/btdOzYMcUxgwcPTvPmUokSJRg8eDBFixbN8LXVTuQQNWqY1bn9/GDhQujeHa5csTsqEXExh5XFt3vWrVvHvffey7p162jQoEGqxyQmJpKYmOh8HhsbS2hoKMeOHaNEiRJZGZ6IZ/vhB2jXDs6fN5O8lyyBMmXsjkpcIDY2lqCgIGJiYpzzEXKTq59P7UQOs2CBWUgvORn69TM9qOmsDCYirufqtiJLB1afPXuWZ599lpYtW6aZVIDKCIrY5qGHzAJWJUvCnj1w552mPK2ISFZo08YMvQQz1+vtt20NR0RcK8sSi9jYWJo3b05wcDCzZ8++4bFplREUkWxQqxZs2mT+njplytKuWWN3VCKSWz39NHz6qXn89tvw/vv2xiMiLpMliUVcXBzNmjXj8uXL/Pe///3XrpW0ygiKSDYpWdIkE02amGFRzZvDqlV2RyUiudWLL8KIEebxkCHw0Uf2xiMiLuHyxCI+Pp5mzZpx6dIlli9fTnBwsKsvISJZIX9+M7myWTOzkF7LlrB8ud1RiUhuNXQovPWWeTxw4LVeDBHJsVxe661169bs3r2bjz/+mB9//NG5v3LlylSuXNnVlxMRV8qbF+bPN5MrlyyB1q3hm29MkiEi4mpvvGEW7XzvPTOZO08e6NnT7qhE5Ca5PLEoUaIEDz30EMuWLUuxv3379hlOLLy9vV0Zmoikh7+/SSY6djQVXNq2hS+/NH9F3IzaiRzO4YB33oFLl2DUKOjVy/wGde1qd2QichOyvNzszcjtZRJFcoSkJOjc2SQV3t5m3YunnrI7Kkmn3P47mts/n8exLOjf3wyH8vKCmTPNQnoikqVyVLlZEcnBfH3N4nlPP21qznfuDJ99ZndUIpIbORwwZgz06GEWznvqKfjqK7ujEpEMUmIhImnz9oapU00FF4C+fU15SPfr6BSRnM7hgC++gGeeMcnFE0/AvHl2RyUiGeDWicX58+ftDkFEvLxSLmT11lvw2mtKLsQtqJ3IZby8YOJE6NLF9JR27KjkQiQHcevEQkTchMNhqreMGWOejxhxrUykiIgreXvD5Mlm+GVyMnToYOZciIjbU2IhIunXr9+1hazeeQfefdfeeEQkd7o6DPPZZ82wqKefhgkT7I5KRP6FEgsRyZiXXoIPPjCP33gDPvzQ3nhEJHfy9jbDovr0MUMve/QwwzJFxG0psRCRjHv5ZbOg1dXH48fbG4+I5E5eXqYE7SuvmOf9+5v1LkTELSmxEJGbM2wYDBliHvfqpTHQIpI1HA4IDzc9pACDB2sYpoibUmIhIjfH4TCTuK8OU+jSBebMsTsqEcmNHA5TmW74cPP8jTfg1VdVnU7Ezbh1YuHt7W13CCJyIw6HGfPcrdu1Ra2+/NLuqMSDqJ3wMMOGwejR5vGIETBwoJILETfi1omFv7+/3SGIyL/x8jLVWq5Wb3nySa2YK9lG7YQHGjgQPv/cPP74Y+jd25SlFRHbuXViISI5xNVFrZ55xjTwTzwB8+fbHZWI5FYvvGDWunA4YNw46NQJEhLsjkrE4ymxEBHX8PKCSZNSLmr13Xd2RyUiudWzz5p5Xb6+8PXX0Lw5xMTYHZWIR3PrxOL8+fN2hyAiGeHlZRa16tgRkpKgXTtYscLuqCQXUzvh4Tp0gGXLoEABWL0a7rsPjh+3OyoRj+XWiYWI5EDe3jB9Ojz6KFy6ZP7u2mV3VCKSWz3wAKxZA8WLw+7d0KAB/PGH3VGJeCQlFiLier6+MHs2NGoEcXHQogUcPmx3VCKSW9WsCRs2QLlycPCgSS527LA7KhGPo8RCRLKGn5+ZwF2lChw7ZsY/nztnd1QikluVLQvr1pkk4+RJc2NjzRq7oxLxKEosRCTrBAfD0qVwyy3w66/QujVcuGB3VCKSW4WEmLkWDRtCbCw89BAsXmx3VCIeQ4mFiGSt0FCTXAQFmbuJ7dubid0iIlkhKMhM6H74YVOCtm1bmDLF7qhEPIISCxHJetWrm9KzefPCkiXXFtMTEckK/v7wzTfQpYspf92tG7zyihbSE8libp1YeHm5dXgikhH33GNqzXt7w8yZZrVcy7I7Ksnh1E5Imnx8TPnrN980zz/4wJTAjo+3Ny6RXMytf5Hz5s1rdwgi4kotW8KMGWa13PHj4aWXlFxIpqidkBtyOOCtt2DWLFNQYuFCs9bFsWN2RyaSK7l1YiEiuVCnTjB5snn8yScwdKiSCxHJWk88AStXQpEipgztnXdqfR2RLKDEQkSy3zPPwH/+Yx6//z4MGaLkQkSy1t13w6ZNUKkSHDlihmcuXWp3VCK5ilsnFufPn7c7BBHJKj17wmefmcejRsGgQUouJMPUTkiGlC0LGzea1brj400J7AkT7I5KJNdw68RCRHK5Pn3giy/M4w8/hAEDlFyISNa6ur7O1YpRPXrA4MGqGCXiAj52ByAiHq5XL1MpqkcPGDPGlIkcMcJMupQcY9++faxYsQIfHx+aNWtGWFjYDY9PSkpi5cqV7N+/n1tuuYVmzZoREBCQTdGKx8uTx1SMKlPGTO4eNcos4jlrllkHQ0RuinosRMR+zz9/reciPBzee8/eeCRDpk6dSs2aNVm3bh3Lli2jUqVKLL7BascbNmygcuXKjBkzhv379/PBBx9Qrlw5du7cmX1BizgcphTtzJnmhsaSJVCvHuzZY3dkIjmWw7Lcb9xBbGwsQUFBHDt2jBIlStgdjohkl48+goEDrz1+6SV748nBrv6OxsTEEBgYmGXXiY6OJiwsjOHDh9OvXz8ABg0axIwZMzh06BB58uS57pyIiAiCg4MJDQ117mvRogXx8fGsWbMmXddVOyEutW2bWaH78GEoUMCUxX7kEbujEslyrm4r1GMhIu5jwIBrvRUDBsDcufbGI/9q6dKlJCYm0rVrV+e+Hj16cOLECdauXZvqOdWqVUuRVAA0aNCAAwcOZGWoImmrXRu2bjVrXMTFQZs2pjfjyhW7IxPJUZRYiIh7GTYM+vY1j7t0gdWrbQ1HbmzPnj2EhIQQ9Ldx6eXKlcPHx4c96RxScuXKFebPn0+9evXSPCYxMZHY2NgUm4hLFSsGK1Zc+/155x2TYOi/NZF0c+vEwsvLrcMTkazgcJhhUO3awaVLpmGPiLA7KklDfHx8iqQCwOFwEBgYSHx8fLreY/Dgwezfv5/w8PA0jxk5ciRBQUHO7WqPh9oJcSlfX7Nw57RpZqXuxYuhfn34/Xe7IxPJEdz6Fzlv3rx2hyAidvD2NhMq77kHYmKgaVPQMBm3FBAQkGrvQVxcXLqqPI0YMYIvvviCRYsWUbFixTSPGzp0KDExMc7t8OHDgNoJySJPPw3r1kHJkmYyd9268P33dkcl4vbcOrEQEQ/m7w+LFkH16hAVBU2awNGjdkcl/1ChQgWioqJS9E5ERkaSlJREhQoVbnju+++/z3vvvcfixYtp1KjRDY/18/MjMDAwxSaSperUMfMu7r7b3OBo2RLeeEPrXYjcgBILEXFfBQvCf/8L5ctDZCQ8+CCcOmV3VPI3zZs3x8vLizlz5jj3TZ06lUKFCtGwYUPnvvDwcLZu3ep8/sEHH/DOO++wePFiHnjggWyNWSTdQkJg5Up44QXz/N13oXlzOHnS3rhE3FSWLZB39OhRIiIiqFGjxk2XArxw4YLuSol4uuLFzYTKe+4xQxKaNIEff4QiReyOTIDixYszatQo+vbty/bt20lISGD27NlMmzYNf39/53FDhw7F39+fOnXq8PXXX/PKK6/QokULtmzZwpYtW5zHDRkyJEPXVzshWc7PDz7/3PRcdO8Oy5dDzZpmuKaSYpEUXN5jERERQbt27ahfvz7Nmzfnxx9/vOn3csMlNkTEDmFhJpkICYHdu01yER1td1TyP3379mXNmjWULFmSihUrsn37djp27JjimMGDB1O3bl0AihUrxuDBg6lWrRrnzp1LsWWU2gnJNk88AZs3Q+XKcPy4+R3S0CiRFFy+QN6SJUu4ePEibdq0wdfXlxkzZvDUU09l6D208JGIpGrvXmjUCE6cgFq1zDAp9VykKrsWyLOL2gmxzYUL0K8fTJpknjdqBLNng/47lBzI7RfIa9myJY899hg+Plk2ykpEPFWlSma8c7FisGOHadCjouyOSkQ8Sb58MHGiSSby5zdr7dSsaYZsing4t5i8rYWPRCTdKlc2Dfktt8Cvv5qVcv9XelREJNt06mSqRlWvbiZzN20Kr70Gly/bHZmIbdwisUhr4SMRkVTdfjusWWPmXvz+u5nYvXev3VGJiKepWBF+/tlM6rYsGD4c7r9fNzvEY7lFYpHWwkciImkqVw7WroUKFeDQIZNcbNpkd1Qi4mny5oUJE2DOHChQwCysV726qRql4gLiYdwisUhr4SOHw2FzZCLi1kJDTSNer56pEvXAA7Bkid1RSTZSOyFuo2NH2L7drNJ97hx07gyPPqo1L8SjuEVikZZ8+fLZHYKIuLuiRU0p2oceMtVaHn4Yxo61OyrJJmonxK2ULw8bNpghUb6+sGABVK0KCxfaHZlItnB5YhEdHc2yZctYtmwZALt372bZsmX8+uuvrr6UiIiRPz8sXgzPPANXrkCfPtC/v+rLi0j28/GBYcNgyxaoVg1OnYI2bczvk4rTSC7n8sTi8OHDjBkzhjFjxvDQQw+xe/duxowZw/Lly119KRGRa3x9YfJkGDHCPP/kE2jd2gxJEBHJbjVqmORi8GBwOOD//s/sW7vW7shEsozLF8hzhauLdRw/fpyQkBC7wxGRnObrr6FLF7h40UzuXrjQrIHhQTxlgTy1E5IjrFsHTz8NBw+aJGPwYHjzTfD3tzsy8XBuv0CeK7lhziMiOcHjj5uGPDQU9u83k7sXLLA7KskCaickR7jnHti5E7p2NZWiwsNN5aiVK+2OTMSl3DqxEBG5aXfcYRavuu8+iIuDtm3h5ZchKcnuyETEEwUGwtSp8O23UKKEWYOncWNTPerUKbujE3EJJRYiknsVKwYrVsDAgeb5hx+axasOHbI3LhHxXG3bwp49psiEw2HWu6hUCaZM0boXkuMpsRCR3M3XF0aPhm++MXcM1683Eyi/+cbuyETEUwUFwWefmVW7a9SAM2egWzdz42PfPrujE7lpSixExDM8+mjKxaseewyefx7i4+2OTEQ8Vb16ZsjmBx9Avnzw008m0XjvPbh0ye7oRDJMiYWIeI5y5cyk7sGDzfOJE00jvm6dvXGJiOfy8THzv375xSz0mZgIr79ufpt++MHu6EQyxK0TC4fDYXcIIpLb5MljKrL8+KOpGvXnn2aC96BBZuVuyVHUTkiuUaYMLF0Ks2ZB0aKwdy80awaPPAJ//GF3dCLp4taJRb58+ewOQURyqwcegIiIa+UfR482dwhXr7Y7MskAtROSqzgc8MQTpkz2Sy+Z3oxFi6ByZfP8zBm7IxS5IbdOLEREslRQkCn/uGgRlCxp7grefz889xxER9sdnYh4quBg+Ogj2L3b9FokJcGYMVC+PHz6qcpmi9tSYiEi0ro1/Por9Ohhnk+eDBUrmvKPV67YG5uIeK7bbzfDo5Ytg6pV4exZ6NcPqlWDJUtUnlbcjlsnFhcvXrQ7BBHxFEFBMG4crF1rGvDoaFP+8e67YdMmu6OTNKidEI/w0ENm5e7x4838i337oFUrs8De1q12Ryfi5NaJxRXdKRSR7HbPPaYs7QcfQECASSrq14cuXeDIEbujk39QOyEew9vblMj+/XdTbCJPHli1ypTQ7tDB9LqK2MytEwsREVv4+pryj/v3m4QCYPp0qFABXn0VYmLsjU9EPFdQEIwaZX6fOnc2E76/+sr0tD72GOzaZXeE4sGUWIiIpOWWW+D//s/0WtxzD1y8CCNGmPUwRo9WeVoRsU9YmLnhsWMHtGtn9n3zDdSsaRYE3bnTzujEQymxEBH5N/XqwZo1sHAhVKpk5l8MGmQqtHz+OSQk2B2hiHiqGjVg3jxTPrtDB9ODMX8+1KplEgz1YEg2UmIhIpIeDgc8/LBpvKdMMXcLjx+HF1+EsmXh44/h/Hm7oxQRT1W1Ksyda1bw7tjxWoJRs6bp0di4UVWkJMspsRARyQgfH3jmGTO++YsvzOrdx4/DgAEm2Xj7bTh92u4oRcRTVa4Mc+akTDC+/dZUuKtd29wYUTU1ySJKLEREbkaePNCrl1lUb8IE02sRHQ1vvWUSjBdeMCUhRUTscDXBiIiArl3Bz8/Mx+jWDUqVgsGD4a+/7I5Schm3TiwCAgLsDkFE5Mby5IHu3U0SMXeuGdd84YLpzahUCVq2NAtcqSxqllA7IfIvqlSBqVPh6FF4/30oXRrOnDGVpcqWNfMwVq/WMClxCbdOLEREcgwfHzNxcts2+PFHs5q3wwHffw8tWsBtt5mG/ORJuyMVEU9UuDC88orpZV240Cyud+WKmYdx//1mjsaoUXDsmN2RSg6mxEJExJUcDnjgAVi0yMzD6N8fgoPhzz/N0IOSJU2t+aVL4fJlu6MVEU/j7W0KUaxYYRbV69kT8uWD334zv1GhodC0qenlOHfO7mglh3HrxOKiJheJSE5WvrypFnX0KEyaZMrWXr5sas23aGEa8EGDYPduDUO4SWonRDKhcmX4z39ML8WECdCggenFWL4cnn0Wihc3Q6XmzdOEb0kXh2W5X2sWGxtLUFAQx44do0SJEnaHIyLiOhERJsmYNctM9r6qcmXo1MkMp7rttkxf5urvaExMDIGBgZl+P3ejdkIkixw4YOaLzZ5tejGuKlDAzBlr1w6aNYP8+e2LUVzG1W2FEgsRETtcumSGQ02bBkuWmOdX1ahhhks9+ijcfrsZXpVBSixEJFMsy9wImTPHJBmHDl17zc/PlK9t0sRstWubIVaS4yixEBHJbc6dMxMo5841E7+Tk6+9VqECPPKImQx+111mkng6ZHdi8dtvv7F8+XJ8fHxo3rw5ZcuWzZJzrlI7IZKNrlyBzZvNehjffGPmjP1dcLCZW/bggybRKFfupm6ISPZzdVvh1nMsREQ8QnCwWXTvhx/gxAmYPBmaNzelbPfvhw8+gPvug2LFzHCpadPMonxuYtKkSdSuXZutW7eyevVqqlSpwsKFC11+jojYxMsL6tc3VaP++MOU1x47Ftq0gaAgc3Pk22/N2j633WbK2HbqBCNHmh7Zw4c1j8xDqMdCRMRdxcXBsmWmNOTSpab2/N9Vq2buDjZubBKPAgWcL2VXj8Xp06cJCwvj/fffp0+fPgAMGTKEqVOncvjwYfLkyeOSc/5J7YSIm7h82ZTZXr7cbBs3QlLS9ccVLGiGeVavbrYqVcyaGsWLq3fDRhoKJSLiiZKTYdMmk2AsW2Ya8r//fHt7m3HODRvCffcRW7UqQWXKZHliMWPGDLp168bp06ed1zlw4ADly5dn+fLlNGnSxCXn/JPaCRE3FR8P69fDzp2m4t2uXaaHI63y2v7+pgx3SEjKrXjx65+n46aDZIyrE4v0DdYVERF7eXubyZJ33w3vvgunTsHKlWZOxooVcPCgGQO9ebMZOpVN9u7dS/HixVM0SGXLlsXHx4e9e/emmiTczDmJiYkkJiY6n8fGxrr4k4iIS+TPDw89ZLarEhNhzx6TZFxNNvbuNWVuExJMJaoDB/79vQsWhCJFTILh62t+F9XbkTl/n9PnAm6dWAQEBNgdgoiIeypa1JSm7dDBPD90CH76CVavhnXrzNyMbBAfH09QUFCKfQ6Hg8DAQOLj4112zsiRI3n77bev2692QiQH8PODmjXN9neXLpn5F8eOmfllx4+bv39/HBVltsuX4exZs4nbcuvEQkRE0unWW6FzZ7OBuftXvnyWXzYgICDV3oO4uLg0/9F/M+cMHTqUAQMGOJ/HxsYSGhp6k1GLiFvIk8dUkCpX7sbHXbliEooTJ8z6P0lJZnPx3XaPdOECPP64y95OiYWISG5UtGi2XKZixYpERUURHx9P/v8tmHXw4EGSkpKoWLGiy87x8/PDz88vaz6EiLg3Ly8oXNhs4louHlbq1uVmExIS7A5BRERuoHnz5nh7ezNr1iznvilTplC4cGHuu+8+57733nuPzZs3Z+ic9FA7ISLiPty6xyJZXVwiIm6tWLFijB49mv79+7N161YSEhL46quvmDFjBv7+/s7jXn/9dfLnz0+9evXSfU56qJ0QEXEfbt1jISIi7u+FF15gw4YNlCtXjho1arBr1y7at2+f4phXX32VO++8M0PniIhIzqJ1LEREcqHsWiDPLmonREQyz9VthXosREREREQk05RYiIiIiIhIpimxEBERERGRTHPLqlBXp33caLEkERFJ29UF6NxwGp1LqJ0QEck8V7cVbplYREdHA6S5UJKIiKRPdHQ0QUFBdofhcmonRERcx1VthVsmFoUKFQLg0KFDubJB9ASxsbGEhoZy+PDhXFmRxhPoO8zZYmJiuPXWW52/p7mN2omcT78xOZ++w5zP1W2FWyYWXl5m6kdQUJD+Q83hAgMD9R3mcPoOc7arv6e5jdqJ3EO/MTmfvsOcz1VtRe5scUREREREJFspsRARERERkUxzy8TCz8+PN998Ez8/P7tDkZuk7zDn03eYs+X27y+3fz5PoO8w59N3mPO5+jt0WLm1FqGIiIiIiGQbt+yxEBERERGRnEWJhYiIiIiIZJoSCxERERERyTS3SyxiY2PZunUrhw4dsjsUSYeLFy+yc+dOjhw5kuYxlmWxZ88edu7cSVJSUjZGJxnx559/sm7dOmJiYq577cqVK/zyyy/s2rWL5ORkG6KTf3P27Fm2bdtGbGxsqq9fvnyZXbt28euvv5Ibptbt37+f7du3k5iYaHcokg6HDh1i9+7dXLhwIc1jzp49y5YtWzh27Fg2RiYZcfnyZdavX09ERESqr58+fZotW7Zw4sSJbI5M0sOyLPbu3cu+ffvSbAeioqLYsmUL0dHRN30RtzF27Fgrb968VqVKlax8+fJZjzzyiHXhwgW7w5JUnDp1yurevbsVFBRk1ahRwypcuLBVt25da9++fSmOO3DggFW1alWrSJEiVlhYmBUSEmL99NNPNkUtaTl69KhVvHhxC7BWrVqV4rVff/3VKl++vBUSEmKVLFnSuvXWW60tW7bYE6hcJyEhwerevbuVN29e64477rBCQ0Ot0aNHpzhm06ZNVqlSpazQ0FCrePHiVoUKFaw9e/bYFHHmHD9+3KpXr54VHBxslS1b1ipUqJD13Xff2R2WpOGbb76xbr/9dis0NNSqWrWqFRAQYL333nvXHTd8+HDLz8/Pqly5suXv72917tzZSkpKsiFiuZGhQ4daXl5eVsOGDa97bfDgwc7v0M/Pz+rdu7d15cqV7A9SUrVq1SqrbNmyVqlSpayaNWta9erVsw4ePOh8PTk52Xr++edTfIfDhg3L8HXcJrHYsmWL5XA4rG+//dayLNN4lCpVyho0aJDNkUlqdu7caU2cONG6dOmSZVmWdeHCBatZs2ZWrVq1Uhx31113WU2bNnU2EP369bOKFStmxcXFZXvMkrrk5GTr/vvvtwYPHnxdYpGcnGxVqVLFeuyxx5wNRJcuXaywsDArMTHRpojl77p27WqVKVPGioyMtCzLsi5dumSNHz/e+XpCQoJVqlQp6/nnn7csy3ynDz/8sFW9enVb4s2sVq1aWXfeeafzptO7775r5c+f3zpx4oTNkUlqPvrooxRJ7PLlyy1vb29r4cKFzn3Lli2zvL29nb89Bw4csAoVKmS9//772R2u3MCKFSus2267zWrXrt11icXcuXMtPz8/a/PmzZZlWVZERIQVEBCQ4rdI7LNnzx4rb9681jvvvOPct2PHDmv9+vXO559//rkVFBTk/P/rhg0bLF9fX+ubb77J0LXcJrHo3bu3VbVq1RT73nrrLatIkSLKeHOIuXPnWoB1/vx5y7Is67fffrMAa/Xq1c5jTp48aXl7e1tz5syxK0z5h7fffttq1aqVdfDgwesSiw0bNliAtXPnTue+P/74wwKspUuX2hCt/N0ff/xhORwO66uvvkrzmEWLFlmAdfjwYee+n3/+2QJyXM9TVFSU5XA4rHnz5jn3XbhwwQoICLA+++wzGyOTjKhUqVKKm4bt27e3GjVqlOKYPn36WBUrVszu0CQNJ06csEqVKmVt3LjR6tKly3WJRdOmTa02bdqk2PfUU09Zd955ZzZGKWnp3LmzVaVKlRv+e/qOO+6wnnvuuRT7mjVrZrVs2TJD13KbORY7duygdu3aKfbVq1eP06dP33D8vriPLVu2EBISQr58+QDznQIpvteiRYsSFhbmfE3stW7dOiZMmMDkyZNTfX3Hjh34+PhQvXp1575y5cpRqFAhfYduYOXKlTgcDlq0aEFkZCS7du3i/PnzKY7ZsWMHxYsXp1SpUs59derUweFw5LjvcNeuXViWleI3JW/evFSpUiXHfRZPderUKf766y/Kly/v3JdW+79///4bzsmQ7GFZFl26dKF79+7Ur18/1WPS+g537tyZK+Z05XQ//vgjrVq1IjExkW3btnH48OEU30tycjIRERGpfocZ/W11m8TizJkzFC5cOMW+q8/PnDljR0iSARs2bOCzzz7jjTfecO47c+YMefLkIX/+/CmOLVy4sL5TN3DmzBmefPJJJk6cSLFixdI8plChQjgcjhT79R26h2PHjlGoUCF69+5Nw4YNefLJJylWrBgffvih85jUflu9vb0JDg7Ocd/h1XhTayty2mfxRFeuXKFbt26UKFGCJ5980rk/rfbfsizOnj2b3WHKP4wePZrY2FheffXVNI9J6ztMTExUcmgzy7KIiori6NGjVKxYkeeee44aNWpw1113ERkZCUBcXBxJSUku+W11m8TC19eXhISEFPsuXrwIQJ48eewISdJp9+7dtG7dmu7du9OrVy/nfl9fX5KSkq6rInTx4kV9p27g5Zdfpnz58hQoUIB169axdetWACIiIvjtt9+A1P9/CfoO3YWvry+nT5+mYMGCREZG8ssvvzBz5kxefvll1q9f7zwmte8wISEhx32Hvr6+AKm2FTnts3gay7Lo2bMnP//8M4sXLyYgIMD5mtp/93XgwAFef/11evbsycaNG1m3bh0nT54kJiaGdevWER8fD+g7dGcOhwNvb2+WLFnCqlWr2LFjB4cPH8bb25vu3bsDrv1t9XFN2JkXFhbG0aNHU+w7evQoDoeD0NBQm6KSfxMREUHjxo1p3749n332WYrXwsLCsCyL48ePO4dhXH1+66232hGu/E1QUBCJiYkMGTIEwFm2c8KECRw5coT333+fsLAwYmNjiYuLo0CBAgBcunSJU6dO6Tt0A6VLlwagR48ezl6ltm3bUqxYMdauXUuDBg0ICwvjxIkTJCcn4+3tDZi7ixcvXsxx32FYWBhg2oaiRYs69x89epQ6derYFZb8C8uy6N27N/Pnz2flypVUrlw5xetptf/58uW77g6qZK8LFy5Qp04dxo8f79z3+++/k5CQwJAhQ5g8eTIVK1ZM8zsMCQlx/qNV7FO6dGlq1apF2bJlAQgICOCpp55iwIABWJZFQEAAhQsXTvU7zHA7kaEZGVlozJgxVoECBaz4+Hjnvvbt21t33XWXjVHJjfzyyy9W0aJFrR49eqQ6ISg2NtbKmzevNXbsWOe+NWvWWIC1bdu27AxV0iG1ydtRUVGWj4+PNWvWLOe+RYsWWQ6Hw/rjjz9siFL+7vjx45aPj4+1fPly577Y2FjL39/fmjRpkmVZphoIYP3www/OY6ZMmWL5+vpap06dyvaYMyMpKckqUqSI9fbbbzv3XS0S8ffPJ+6ld+/eVpEiRaxdu3al+vprr71mlSxZ0lll0LIs64EHHrBat26dXSFKBqQ2ebtPnz5WpUqVrOTkZOe+2rVrW507d87m6CQ1ffr0sRo0aJBi37Bhw6xSpUo5n3fs2NG6++67nc8vX75slS1b1nrppZcydC23SSzi4+Ot2267zWrcuLG1YMECa+jQoZaPj4+1cuVKu0OTVPz5559WsWLFrLvuustas2aNtXbtWud28eJF53HDhw+3ChQoYI0bN86aM2eOVaZMGat9+/Y2Ri5pSS2xsCzLGjRokFW4cGFrypQp1owZM6wSJUo4S5eK/YYOHWqVLVvWmjVrlrV48WKrSZMmVtmyZa2YmBjnMc8884xVqlQpa+bMmdakSZOs4ODgm6pP7g7Gjx9v+fn5WWPGjLG+/vprq0qVKtYDDzxgd1iShkGDBlne3t7WF198kaKd+PuaR6dOnbJuueUW65FHHrEWLVpk9enTx/L399cNKDeVWmJx6NAhq3DhwlanTp2sRYsWWc8++6xVoEABa+/evfYEKSkcOXLEKlq0qPXiiy9aP/zwg/XRRx9Z+fLlS1FN79dff7UCAgKs559/3lq0aJH1+OOPW0WLFrWOHDmSoWs5LMt9puufPHmS8PBwdu3aRbFixejduzf33nuv3WFJKlavXs1rr72W6mtffvklJUuWdD6fMWMGX3/9NYmJiTRp0oR+/fppzKUbioqK4rHHHuOzzz6jVq1azv1Xrlxh0qRJLFy4kCtXrtCiRQt69eqFj4/bjKT0aJZlMW3aNL799luSk5OpVasWAwYMoFChQs5jLl++zOeff86yZcvw8fGhTZs2dOvW7bpJ+TnFt99+y4wZM4iPj+fee+9l4MCBKcbsi/t4+umn+fPPP6/b/9BDD/H66687nx86dIj333+fvXv3UrJkSfr163ddhRpxDyNGjOD48ePXDX/+448/GDVqFAcOHCAsLIyBAwdSpUoVm6KUf4qMjOSDDz5g3759lChRgk6dOtGiRYsUx0RERPDRRx9x6NAhbrvtNl555RXn8Kn0cqvEQkREREREcia3qQolIiIiIiI5lxILERERERHJNCUWIiIiIiKSaUosREREREQk05RYiIiIiIhIpimxEBERERGRTFNiISIiIiIimaYVriRXiIqKYs2aNbRv3z7br/3nn3+yefNmAKpUqUK1atVu+r1u5nOcPn2aFStWABAaGkqDBg1u+voiIrnZihUruOWWW6hcuXK2X3vRokVcuHABgA4dOmRqgcqb+RyrV68mKioKgObNmxMUFHTT1xdJixILcWvR0dEsX778hsfUrl2bAwcO8MQTT9iSWKxcuZJ+/frRunVrvLy8MpVY7Ny5M8OfIzo6mgULFrB161Zq1qypxEJEPM5PP/3E8ePH03zdz8+Ptm3b8tprr9GqVStbEovevXtTsmRJypQpQ/v27TOVWNzM51i/fj1btmxh4cKFREREKLGQLKHEQtza2bNnWbBggfP51q1bOXPmDE2bNnXuK1SoECVKlKBDhw42RGgULVqUuXPnZvp9buZzVKxYkblz59KzZ09Onz6d6RhERHKajRs3snPnTgASEhJYuHAh9957L7fccgsAgYGBtG3blgcffJAqVarYFmevXr3o2rVrpt/nZj7Hq6++SlRUFAsXLsz09UXSosRC3Fr58uVT/IO9Z8+ebN269bp/xEdFRfHII484nx85coTNmzfTpk0bIiIi+Ouvv6hevTq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