{ "cells": [ { "cell_type": "markdown", "id": "89455ef5", "metadata": {}, "source": [ "# Tutorial 4: Parameter sweeps of CPW and LOM designs\n", "\n", "\n", "While the primary purpose of the **simpleLOMs** pacakge is to construct lumped models of superconducting devices, another aspect of this package is its ability to test a wide variety of device geometries at the circuit level, including the length, coupling, or the CPW cross-section. \n", "\n", "In this tutorial, we will see how to perform parameter sweeps of both `CPW` and lumped designs using `extract_f0_kappa` , `fit_lom`, and `resonator_readout_params`. By the end you will be able to sweep any device parameter of the network and extract a circuit that fits a desired design parameter.\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "5c76b561", "metadata": { "execution": { "iopub.execute_input": "2026-07-19T00:03:42.214344Z", "iopub.status.busy": "2026-07-19T00:03:42.214190Z", "iopub.status.idle": "2026-07-19T00:03:42.861023Z", "shell.execute_reply": "2026-07-19T00:03:42.860752Z" } }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "\n", "import dataclasses\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import skrf as rf\n", "\n", "import simpleLOMs as sl\n", "\n", "\n", "# Shared simpleLOMs figure style — one identical look across every tutorial.\n", "sl.apply_style()\n", "\n", "cpw = sl.CPWParams(ep_r=11.45) # ultracold-silicon substrate\n", "freq = rf.Frequency(4e9, 12e9, 8001, unit=\"Hz\")\n", "MODEL = \"optimized\" # best / default LOM\n" ] }, { "cell_type": "markdown", "id": "e10dbd18", "metadata": {}, "source": [ "## Parameter sweeps with `measure_sweep`\n", "\n", "`sl.measure_sweep(values, measure)` is a function to perform a parameter sweep for an\n", "arbitrary knob in the design of a device, including geometry fields that are not `SweepConfig`\n", "attributes. " ] }, { "cell_type": "markdown", "id": "42416f67", "metadata": {}, "source": [ "## Sweep 1: Resonator length sweep for frequency\n", "\n", "The resonator length has a disproportionately large impact on the frequency of the CPW and as such it acts as the coarse frequency knob. \n" ] }, { "cell_type": "code", "execution_count": 3, "id": "c1b9a97b", "metadata": { "execution": { "iopub.execute_input": "2026-07-19T00:03:42.862433Z", "iopub.status.busy": "2026-07-19T00:03:42.862320Z", "iopub.status.idle": "2026-07-19T00:03:53.707624Z", "shell.execute_reply": "2026-07-19T00:03:53.707231Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "d = 5.50 mm f0 = 10.5807 GHz\n", "d = 6.20 mm f0 = 9.4195 GHz\n", "d = 6.90 mm f0 = 8.4879 GHz\n", "d = 7.60 mm f0 = 7.7240 GHz\n", "d = 8.30 mm f0 = 7.0863 GHz\n", "d = 9.00 mm f0 = 6.5459 GHz\n" ] } ], "source": [ "d_values = np.linspace(5.5e-3, 9.0e-3, 6) # 5.5 - 9.0 mm\n", "r1 = sl.measure_sweep(d_values, lambda d: {\"f0_GHz\": sl.extract_f0_kappa(cpw, d=d, Cc=6e-15)[0] / 1e9})\n", "\n", "for d, f in zip(r1[\"value\"], r1[\"f0_GHz\"]):\n", " print(\"d = {:.2f} mm f0 = {:.4f} GHz\".format(d * 1e3, f))\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "ba9e614f", "metadata": { "execution": { "iopub.execute_input": "2026-07-19T00:03:53.709318Z", "iopub.status.busy": "2026-07-19T00:03:53.709228Z", "iopub.status.idle": "2026-07-19T00:03:53.860563Z", "shell.execute_reply": "2026-07-19T00:03:53.860279Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sl.plot_curves(\n", " r1[\"value\"] * 1e3, r1[\"f0_GHz\"],\n", " xlabel=sl.LABEL_LENGTH,\n", " ylabel=sl.LABEL_F0,\n", " fmt=\"o-\",\n", " color=sl.COLOR_PRIMARY,\n", ")\n" ] }, { "cell_type": "markdown", "id": "0d6a5abb", "metadata": {}, "source": [ "## Sweep 2: Coupling sweep for linewidth and $Q$\n", "\n", "Once an approximate desired frequency has been reached, length may be kept fixed, and the user can now tune the coupling capacitor $C_c$ to change the linewidth. \n" ] }, { "cell_type": "code", "execution_count": 5, "id": "219e9be9", "metadata": { "execution": { "iopub.execute_input": "2026-07-19T00:03:53.861721Z", "iopub.status.busy": "2026-07-19T00:03:53.861632Z", "iopub.status.idle": "2026-07-19T00:04:07.656316Z", "shell.execute_reply": "2026-07-19T00:04:07.655922Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cc = 2.0 fF kappa/2pi = 0.310 MHz Q = 27259\n", "Cc = 4.8 fF kappa/2pi = 1.583 MHz Q = 5339\n", "Cc = 7.6 fF kappa/2pi = 3.914 MHz Q = 2160\n", "Cc = 10.4 fF kappa/2pi = 7.228 MHz Q = 1169\n", "Cc = 13.2 fF kappa/2pi = 11.483 MHz Q = 736\n", "Cc = 16.0 fF kappa/2pi = 16.636 MHz Q = 508\n" ] } ], "source": [ "d0 = 7e-3\n", "L, C = sl.fit_lom(d0, model=MODEL, cpw_params=cpw, freq=freq) # one fit, reused below\n", "\n", "def measure_coupling(Cc):\n", " f0, kappa = sl.extract_f0_kappa(cpw, d=d0, Cc=Cc)\n", " rp = sl.resonator_readout_params(L, C, kappa_Hz=kappa)\n", " return {\"kappa_MHz\": kappa / 1e6, \"Q\": rp.Q}\n", "\n", "Cc_values = np.linspace(2e-15, 16e-15, 6)\n", "r2 = sl.measure_sweep(Cc_values, measure_coupling)\n", "\n", "for Cc, k, q in zip(r2[\"value\"], r2[\"kappa_MHz\"], r2[\"Q\"]):\n", " print(\"Cc = {:4.1f} fF kappa/2pi = {:7.3f} MHz Q = {:8.0f}\".format(Cc * 1e15, k, q))\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "7966720c", "metadata": { "execution": { "iopub.execute_input": "2026-07-19T00:04:07.657643Z", "iopub.status.busy": "2026-07-19T00:04:07.657560Z", "iopub.status.idle": "2026-07-19T00:04:07.895841Z", "shell.execute_reply": "2026-07-19T00:04:07.895567Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "(
,\n", " array([,\n", " ],\n", " dtype=object))" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sl.plot_curve_pair(\n", " r2[\"value\"] * 1e15, r2[\"kappa_MHz\"], r2[\"Q\"],\n", " xlabel=sl.LABEL_CC,\n", " ylabel0=sl.LABEL_KAPPA,\n", " ylabel1=sl.axis_label(\"Loaded quality factor\", \"Q\"),\n", " xscale=\"log\", yscale=\"log\",\n", ")\n" ] }, { "cell_type": "markdown", "id": "651c5945", "metadata": {}, "source": [ "## Sweep 3: CPW geometry sweep\n", "\n", "The value to be swept in `measure_sweep` can be either a circuit value (like in the previous examples) or a physical\n", "dimension. Here instead of sweeping a circuit value we instead sweep the CPW gap $s$ by swapping it into `CPWParams` with\n", "`dataclasses.replace`, and measure the frequency the same way as Sweep 1.\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "deb7b605", "metadata": { "execution": { "iopub.execute_input": "2026-07-19T00:04:07.897089Z", "iopub.status.busy": "2026-07-19T00:04:07.896997Z", "iopub.status.idle": "2026-07-19T00:04:19.749196Z", "shell.execute_reply": "2026-07-19T00:04:19.748824Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "s = 3.0 um f0 = 8.3985 GHz\n", "s = 4.2 um f0 = 8.3808 GHz\n", "s = 5.4 um f0 = 8.3663 GHz\n", "s = 6.6 um f0 = 8.3538 GHz\n", "s = 7.8 um f0 = 8.3428 GHz\n", "s = 9.0 um f0 = 8.3330 GHz\n" ] }, { "data": { "image/png": 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6NIoUKQJz52hvmu+lkwPrLhIRERERkYUG6LZAAtr33ntPPQw1ePBg9TDmEoKiRYuq3uzysFSSZu7u4mjUNHc5n6uTvdHOR0RERERE1oXTfWSVJBuhqre7Uc9ZraS7WWRBEBERERGRZWKATlarZulCRj6fh1HPR0RERERE1oUBOlmtDv4ljXw+b6Oej4iIiIiIrAsDdLJafl5uqOvjaZRzebg6ooR7fqOci4iIiIiIrBMDdLJqw1qUN8p5YhJT0GvWAQTduG+U8xERERERkfVhgE5WrUXl4kZLPb8RnYQBvxzC70evGlw5n4iIiIiIiAE6Wb2POldDcTdno5wrJe0RPl8fhA9WnUHiw1SjnJOIiIiIiKwDA3Syeh6uTpg9qL7qU24smwMj0GfOQfxzK85o5yQiIiIiIsvGAJ1spmDcgmENc20mvXABJ5T0cNG5TWhUAvrNOYQNp27kyjmJiIiIiMi6OZh6AJMmTdJru6NHjxq8j8aECRMMHhdZZ5C+ZlQzfL0xWM1w51RHf2982LkaHO3t8L+157DlbNbHSkpJw0drAnEiPBofdKqK/I72OT4vERERERFZN5MH6BMnTkS+fPn02laz3f/+9z+DzsEAnTKmu0/uVRudapXE/H0hOBEWrfe+Ab6eGNq8vCo8pzG5Vy318cmbz6v151lZc/wagm7EYEqfOihbpMAzfx1ERERERGR9TB6gi7yseK1v8E+2RYJseVy+FYctgRE4ez0G/0RKi7Rk7TayZr2iVyHULO2hKsFXKuGW6c9X74Y+qFHaA2OXn8KNmKQsz3khIg69Zx3EpO410a66V559bUREREREZJlMHqC3aNGCQTSZjATdldr9G3inpKTgRuRtpKalw8HeDqW8isPRUb/CctVLFcLKkU3x6R+B2HX+dpbbxT9MxZjlp/BKYx+Meb4KHB1YBoKIiIiIiMwkQN+9e7eph0CkpdaI53CdeCEXR0zrVxeLDoRi6rZLSEvPOjNk6aFwBF6/j+9714Z3NsXmiIiIiIjINnD6jigXSTbI4Gbl/60Y7667YnzgtRj0nHkA+y5FGW18RERERERkvhigE+WBOj6eWDWyKRpXKKJzu/tJKXhz8XFM335JpdYTEREREZHtYoBOlEcKF3DG7EH18WbrisiuzMKve67gtYXHcCfuobGGR0REREREZoYBOlEesrfLhxGtK+HnQfVRuICTzm2Phd5Dj5n7cSzkrtHGR0RERERE5sPkReIMERMTg9jYWL22LVKkCAoUYL9pMg+NKxbF7yOb4r2Vp3EyPOve63fjk/HqgqN4q40fhrUoDzs7djggIiIiIrIVZhOgT5s2DQkJCer1Sy+9hKpVqz61zaeffopZs2bpdbzWrVtj+/btuT5Oopwq4Z4fc4c2wIwdl7BgX2iW20nx9+k7LuHk1Wh83cMfHq66Z96JiIiIiMg6mEWK++bNm/Huu++qAPz3339HpUqVstz20aNHej127tyJjRs3GvXrIMqOo72d6n8+vX9duOXXfX9s/6UoVeX9zLWsZ9yJiIiIiMh6mEWA/tVXX2lfz507Fw4ODtm2stLHlClTnnlsRHnhuaol8PubTVG9VCGd20Xef4DBvx7B0oNh6sYTERERERFZL5MH6NeuXcPBgwdV0N2mTRvUq1dPr/1CQ0OzfLRr104FM/v27UNYWFiefw1EOVG6sCsWD2+IPg3L6twuNf0RJm8+j7ErTiHuQYrRxkdERERERDYWoK9bt077+q233tJ7Px8fnywfH374odpGgnSmuZM5c3Kwx8cvVsd3vWvD1cle57bbg26hz+yDuBChX6FEIiIiIiKyLCYP0I8dO6aeJa1dZtBzQ8uWLVUV94zHJzJnL9T0xooRTVCxREGd2129m4j+Px/CmuPXmPJORERERGRlTB6gnzlzRj3XrVs319qiSbq8v7+/CmBOnz6dK8ckymvlihXEsteboGudUjq3S05Nx8S15/DxmkAkJqcabXxERERERGTlAfqtW7dUQF2qlO6gxFClS5dWz1FRUbl6XKK85OJkjy9e9sekl2rA2UH3r+eG0zfRf84hhNyON9r4iIiIiIjIivugx8TEqOeiRYtmu23Hjh312k5oZuM1xyeyJC8FlEG1UoUwdvkphN9NzHK7f27Ho8+cg/isaw10qlXSqGMkIiIiIiIrC9Dt7f8tjJWYmHUQotGhQwf10Ed8/L+zinZ2Jk8SIMqRyl7ual36Z2vPYdu5yCy3S0pOwwerzuBk+D2816EqnB11F5sjIiIiIiLzZPLoVVPM7c6dO7l6XM3xNMcnskQF8zvi+9618WHnanCwz6dz29+PXsOAXw/j2r3sb3YREREREZH5MXmAXrx4cVXM7eTJk7l63BMnTqi17XJ8IksmP8f9Gvlg8fBGKOnhonPb8zdj0XvWAfwdfMto4yMiIiIiIisJ0Bs1aqQt5nbq1KlcOaYcR1McrmHDhrlyTCJTq1naA7+/2QQtKxfTuV3cg1SMXnYS32+5gJS0dKONj4iIiIiILDxAb926tfb1t99+myvHnDx5svZ1bvVWJzIHhVydML1/AEa394O9ne6U90UHQjF03hFE3k8y2viIiIiIiMiCA/Tnn38exYoVU2nuq1atwsaNG5/peOvXr1fHkbRgqfj+wgsv5NpYicyBnV0+DGtRAXOHNEAxN2ed256+GoNeMw/g4GW2GyQiIiIiMncmD9BdXV0xduxY9To9PR19+/bFhg0bchyc9+/fXwX7Qo7r4qJ7zS6RpapXrjB+H9kUDcvrLoQYnZiCNxYfx087LiEt/d/fDSIiIiIiMj8mD9DF22+/DX9/fzXrnZCQgG7dumHAgAGq0Js+jh8/jldeeQUvvfSS2l+OU6tWLXVcImtWtKAzfh5cH6+3qoB8OjLe5Z7Vz7uv4PWFx3An/qExh0hERERERJbSB13kz58f69atQ4MGDVR7NJkBX7ZsmXqUK1dOFXqrWrUqPDw8UKBAARWEx8TEIDg4GEePHkVoaKg6jmbmXCq3y/HkuETWTtaiv9XWD3V8PPHhqjNqxjwrR0LuqpT373rXRoBvYaOOk4iIiIiILCBAFz4+Pjh06BBefvllnDlzRhtwh4SEaAPwzGiCcpk1F3Xq1MGaNWtQpkwZI42cyDw0rVRMpbyPX3larT3PSlTcQwybfxRvt/PD4Kbl1Jp2IiIiIiIyPbNIcdcoX768CtI/++wzeHp6PhWEPynjxwsXLoyJEyfi4MGD8PX1Ncp4icyNVyEXzB/WEIOaltO5naxF//Gvi3j7txO4n5hstPEREREREZGFBOhC0tIlQL969SoWLFiAgQMHqjR3e3t7FZBrHvJeAvpBgwZh4cKFCA8Px4QJE+DsrLuqNZG1c7S3w7gOVTC1X1245dedJLPnYhR6zTqIc9eznnEnIiIiIiIbS3HPrLq7BN/y0IiLi1MPNzc39SCirLWpVgJ+Xk0xdvkpnI+IzXK7mzFJGPDrYYzvUBV9G5bVLhchIiIiIiIbn0HXRYLykiVLMjgn0lOZwq5Y8loj9GqguyZDatojfL0xWK1fj3+QdZE5IiIiIiLKOxYVoFuq5ORkzJ07F88//zy8vb1VGn7BggVRuXJlDBkyRK2bfxbSZm7KlCno06ePalenOYfcyJBzSBbCrl279D7exo0b0aNHD5QuXVodp2jRomjUqBG+//57VUGfLIuzoz0+7VID3/SsBRcne53b/nUuEn1mH8TFyKxn3ImIiIiIKG/ke5RVBTbKFbI2vlOnTggKCtK53ahRozBt2rQcpRc3a9YMBw4cyHa7nj17YvHixVm2n5PlA/3798eGDRuyPEbFihWxfv161fbuWcj3o0aNGtr3586dQ/Xq1WFKKSkpuHv3rvZ9kSJF4OjoCGsScjseY1acwpXb8Tq3c3aww8cvVsdLAaVhjWzhWtO/eK1tA6+z7eC1th281rbDHK91kAljFZPOoN+8edPo54yIiDDqD1vG4Fxmt6WgnVSq37ZtmypqJ33dxYwZMzB58uQcnUdmuVu2bIkPP/xQBeDbt2/HiRMnsHXrVnVMKbInVq1ahcGDB2d6DLlP06tXL21wHhAQgKVLl6rZeZl9HzdunDrPP//8gw4dOqh+9WR5yhcviGVvNMaLtUvq3O5hajom/HkWn6wJRFJymtHGR0RERERky0w6gy5p3qNHj8bYsWMfa6uWF6Kjo/Hdd9+pQFhmio1h9erVatZaNG7cGPv27VPV5zOSQFo+J8G8h4cHoqKi4OBgWO2+1NRUnfskJSWhdevWOHz4sHovfeblZkFWY23Xrp1Kc3dycnpsmx07duCFF15AWloaRo4ciZ9++gk5xRl005Jf+zXHr+PrTcFITk3XuW2lEm6Y0qc2yhUrCGthS9fa1vFa2wZeZ9vBa207eK1thzle6yBbnUFPTEzE119/DR8fHzVDe+XKlVw/hxxzzJgx6hwymyznNJaMa8tldvvJ4FwzU925c2f1OiYmBufPnzf4PNkF9C4uLnjnnXe07+VGwZNkZl9j5syZTwXnom3btmqdu/jll19w7949g8dK5kGWUvSoXwa/vd5YFZLT5fKtOLUufetZ42WfEBERERHZIpMG6G+//bYKWuPj4/Hjjz+qgmYy0/vzzz/j1q1bOT6u7CvHkGP5+fmptd1yDjlXxkDVGMXhNKRne1YqVKiQ6T65KWPl+wcPHjz1eUll16wxr1SpUpbHkRl0zZ0uWYtOlq2KtztWvtkE7aqX0LldYnKaqvD+5YYgJKcy5Z2IiIiIyOr6oE+dOhWvvvoq3nvvPbVeWtJu9+zZox5vvvkmqlSpgubNm6t0bHktVcUl5UF6pMu2krota6GvX7+OixcvqtTt/fv348KFC9pzaDL4Zd30t99+a9Q0arnhoBESEpLluTWZAzKrqSs4fhYrVqzQvpbv5ZM0aSUlSugO1DJ+fu/evVmuaSfL4ZbfEVP61MFvh8IxZesFpKZnveplxZGrOHf9Pr7vUxulPHXPvBMRERERkQUF6EJy+zdv3qyqkH/zzTfqtSaolkA7Y7CtL83+EvBK+rikl8s6b2Pr27cvPvnkE8TGxqr0+o4dOz6V5n7q1Cls2rRJve7Xrx/c3d1z5dzp6elqPbusn5B192vXrtUG59LuLbN6AJJif//+fZ3Hzfj54ODgZx6nFJ6T63Xp0iU1K2+IYsWKoXjx4sgtspZf1tdnfG9LetcvheolC+Dj1WdxK/bpLAuNSxEx6D97Pz7rVgPNKhWDJbL1a21LeK1tA6+z7eC1th281rbDHK91enq66nyVWeax1QfoGk2bNlUVxKVK+Pz587Fs2TJcvXo1R8cqW7asahcmPcYlZdtUpH/4kiVLVKAuNyDq16+viuJJ2r2k3MvHpH+5pLXXrVtXvX5Wvr6+qrVbZiTN/o8//sh0zbq0TZPq8rIGXgJ7CX4zI7PmGjm9PhlJRoRU8+/evbvB+0pxQaldkFvkH4OMBQTlxoGhBfssnXd+YHrPSlh8IAzBN3T1Qk/BzE2ncLF6CVUR3t7OpKtlDMZrbTt4rW0Dr7Pt4LW2HbzWtsMcr3VSUhJq1qyJY8eOGf3cZvdTLgH1V199pR5nz55VLcOOHDmCwMBAFXg+eRdD7mxIUCpp8A0aNFAVyOWbaS66dOmiKrVL8D1v3jwMGjToqZTxzz//HMOHD1ep+3lBfsAnTpyo1vxnXIv+5DglQJe7VzLrL2v4n3T58mUsWLBA+95Y1fDJuAo6O+KNVhWxPSgSm87chI6Md+wIuoXQqAQMaV4OHq5PFxYkIiIiIiILDtAzkkD7yWBbUqwTEhLUa+khXqhQIZgzmR2X3uTr1q3Tpt4/WdBO+o1Lr3IJkp+V9FeXc0pahqwrl1n62bNnY9KkSWqd/qxZs1Q6+5NGjBih2qbduHFDVWiXavfjx49XKfESiMvSA6kVIN97aXsg6ehyZ4msk51dPjxf0xvlihXAwv2hiE3KOtXoyu14TN50HoOalVNF54iIiIiIyAL7oFs7CWalOJ2m/7mkZEvavaSaSyaAZAZI4CyF7WS9/Pfff69awuVFD3hZdy4pGpJpIEF7ZkG6zPTLOvnbt29neSxpi/fDDz+oNHjp2y7Hfpbegpo16FLETm5SmHoNesbWcYULFzZ5eo05uBufjAl/BuJEmO5rnS8f8GqL8hjSvALs8sGs8VrbDl5r28DrbDt4rW0Hr7XtMMdrfeHCBZWdrcneNmYfdAboeUhmoCXo1vQZfzK9XfMD2b59e+zatQt2dnY4efIkatWqletjkbXl1apVU6+laJ4sIchMRESE+tyqVasea3Un6+c/++wzdOrUSfVVlx9WCailOv2zBOgaxvyhz4pkBWiq2WvWx0u2AAGpaemYtfMf/Lrn344DujSpWBRf9/RH4QLOMFe81raD19o28DrbDl5r28FrbTvM8VoHmTBWsazKThZE7ntIsTshReEyC86F3B2SNehC0tIlkM8LUgRO08Jt9erVWW7n7e2tqr5HRkaqYF3S4qW6+9GjR1VwLi3tNHeSTB1Qk/E42Nvh7XZ+mDWwHgq56P4H8+A/d9Bz5gGcCs9ZdgURERERka1igJ5HZPZZk6pRp04dndsGBARoX+ekrZy+NJXZs6ry/iQvLy91cyHjOn9Jg9eQtA+yLc39imHVyKbwL6279sPt2IcYMu8IFu0PzbT2AhERERERPY0Beh7JuG4iu15+Gft/5+V6CykAJzJbf64vSX3X6N27d66MiyyLt4cLFr7aCK808dW5XVr6I3y/9QLeWXYSsUmG9bgnIiIiIrJFDNDziBQ3cHf/t6K1tC/TFaTv2bNH+9rQQmn6kgJxmpnznLahCw4OxsqVK9Xrtm3bqtl1sk2ODnZ4v2NV/NC3Dgo6676ptOv8bfSadQBBN+4bbXxERERERJaIAXoekYJvsmZb3Lx5E19++WWm20kV9Pfff1/7vnPnzo99XtakS4V3eUgv8yfJ2nApLJfdzHnGNfADBw7McrusXLt2DV27dlU3GqTyuqxTJ2pX3Qsr32yCyl5uOre7EZ2EAb8cwsoj4Ux5JyIiIiLKAnsV5KEJEyao/ufSU1yCa1m/LYGyps3a4cOHMXXqVFy9elVt36ZNG1XR3dBZbWnd1qRJE7z44ouoXbu2dq25BNxSHX7BggWqf7xm5nvw4MGZHuuNN95Q7dNefvll1KtXT7VRk/d///035syZg9jYWHXjQfqkS390IlG2SAEsfb0xvtl0HmuOX8tyu5S0R/hiQzBOhEdjYtcacM1m5p2IiIiIyNbwL+Q8JEGsBOh9+/bFnTt3sGHDBvXITOvWrR9b322ogwcPqocuEpjPnDlTBdmZkZlN6c0uj6zS9mfNmsW15/SU/I72mNitBgJ8PPH5+iAkpaRlue2WwAhciIjFlD51UKmE7pl3IiIiIiJbwgA9j8mMtVRmnzdvHrZs2aJ66knbMikGJ1XSpb94v3790KVLF5XGbigJlj09PbFz506V6i7p9FJBXgrPSfX1ihUromnTphgwYAD8/f11Hkv6o1euXBn79u1TKe3Sj1Bm0StUqKDS21999VUULVr0Gb4bZO1erFMKVUu6Y8yKUwiNSshyO/lcvzkH8WmXGuhSp5RRx0hEREREZK7yPeKCUDIBuVFRo0YN7ftz586ZvK+63NSQmxIaRYoUgaOj7p7flLnEh6n437pz2BwYke223QNK48PO1dQsvLHwWtsOXmvbwOtsO3itbQevte0wx2sdZMJYhUXiiCjXyfryb3rWwqddqsPRXndmyB8nruOVnw8h/E7WM+5ERERERLaAAToR5QlZstGrQVlVQK6Up4vObS9GxqH37APYHhRptPEREREREZkbBuhElKeqlSyE399sitZVS+jcLuFhGsYsP4XJm4KRkpputPEREREREZkLqyoSFx4ervqKS1szV1dXVTzNx8fH1MMisnnuLo6Y2q8OFh8Mw9S/LiI1PevSF0sPhSPwWgy+71MH3h66Z96JiIiIiKyJnaUXFJCe3NKirECBAqq/eEBAAJo3b66e5b18/LnnnsPPP/+stici06W8D2paDvOHNURxd2ed2wZev4+eMw9g78XbRhsfEREREZGpWWyAfvbsWVStWhUjRozA7t27kZSUpPp4P/mQj+/Zswdvvvmm6kseGBho6qET2bQ6Pp5YNbIpmlbS3bLvflIKRi45gWnbLiI1jSnvRERERGT9LDJAl17frVq1QkhICMqUKYPPPvsMu3btUr27ExISkJaWpp7lvfQHl8/LdqGhoWq2XfYnItMpXMAZswbUw8g2lZBPd5F3zN0bguELjiEq7oGxhkdEREREZBIWGaB/+eWXaq157969ceHCBRWAt2zZEqVKlYKLi4tKpZVneS+BvHxetuvZsyfu3buHr776ytRfApHNs7PLhzeeq4hfBtdH4QJOOrc9HnZPpbwfDfmvRyYRERERkbWxyAB9y5YtcHd3x7x585A/f3699pHt5s+fDzc3N2zatCnPx0hE+mlUoahKea/r46lzu7vxyRi+4Ch+2f0P0nUUmSMiIiIislQWGaBHRETAz89PVWo3hBSMk/0iI9lrmcicFHfPj3lDG2Bo8/I6t5O4fMaOy3hzyXFEJyQbbXxERERERMZgkQF6oUKFcOPGDYP3k6Jxsp/sT0TmxcHeDu8+Xxk/vRKg2rLpcuDyHfSadQCnr0YbbXxERERERHnNIgP0pk2bqlnwadOmGbTf1KlT1X6yPxGZp5ZViuP3N5ugRindN9Ii7z/AkLlHsORgqLr5RkRERERk6SwyQB83bpwqBDdmzBj069cP+/fvR2pqaqbbysfl83379lX72dvbY/z48UYfMxHpr5SnKxYNb4h+jXx0bpea/gjfbr6AMctPIe5BitHGR0RERESUFxxgQrIevHbt2hgwYABefPFFvfdr3Lgx5syZo3qgr1y5Uj2cnJxQtmxZFClSRL1OTk7G3bt3cfXqVfVaZtgkOJ85cyYaNWqUp18XET07Jwd7fNi5muqbPnHtWSQ8TMty2x3Bt3AxMg5T+tRG1ZJcwkJERERElsmkM+j//PMP1qxZg+3btxu876uvvopTp07hpZdegrOzMx4+fIjLly/j8OHD2Lt3r3qW9/Jx+Xz37t1x4sQJvPbaa3nytRBR3nihpjdWjGiKSiXcdG537V4iXvnlMFYdu8qUdyIiIiKySCadQdelT58+qFGjBjp06ICAgIBMt5HPr169GomJiSpYv3TpkupznpSUpPqge3p6onLlyqhTp47BFd+JyHz4Fi2A315vjK83BuPPk9ez3C45NR2T1gXhVHg0PulSHa5OZvtPHBERERHRU0z616v0JpcZ7pSUp9eO/v7771i1ahVu376dZYCuIcG3FH5j8Tci6+XiZI9J3Wuirq8nvtwQhAcp6Vluu+H0TQTfjFUp7xWK6555JyIiIiIyFyZNcZf14uL69axnxIiIMupWtzR+e72JmlXX5crtePSdfQgbTxvekpGIiIiIyOYC9OrVq6u1on///XeO+poTkW3y83LDihFN1Pp0XZJS0vDh6kBMWncOD1OyLjJHRERERARbD9C7dOminiXNXSqzz5o1C2FhYaYcEhFZiALODvi2Vy181LkaHOzz6dx21bFrGPDLYVy7m2C08RERERERWVSAPmzYMFSqVEnNossM+qhRo1ChQgV4eXk9Vun99OnTma5TJyLbli9fPvRt5IMlwxuhlIeLzm3PR8Si9+yD+Ds40mjjIyIiIiKymABd2p/t3LkTTZo0UUG65hEVFaXd5q+//lJF4goWLKh6pg8ePBhTp07F7t27ERMTY8rhE5GZqFHaAytHNkWrKsV1bhf3IBWjl53CtO2XkJqedZE5IiIiIiJTMHkPolKlSmH//v3Ytm0bli5dqgJvKRonM2MZexnLDPrZs2fVY8mSJdqPly1bVgXumoe0VJOPEZFtKeTiiOn962Lh/lAVgKelZ90LffnhcNy6HYWhzcrBs6CzUcdJRERERGS2AbpG+/bt1UPcvHkTpUuXVkG6pLy7u7sjKChIrVV/0tWrV9Vj/fr12o95eHigVq1a2qB94MCBRv1aiMg05N+MIc3Lw7+MB95beRq3457+N0MjNCoB32w+j0HNyqH5/3eUICIiIiKy2RT3rJQsWVL7+oUXXsDx48cRHx+PM2fOYNGiRRg9ejRatWqlAvGMqfGaR3R0NPbs2YNp06Zh6NChJv1aiMj4AnwL4/eRTdGogu7AO+FhGmbv/Ac/7/5H54w7EREREZFNzaBnJmOKu729PWrWrKkeAwYM0H48PDwcp06dUoXkNM/Xrl17bF8isj1FCjpjzqD6+HnXP5iz+x9k9U+CfHzBvlCcvhaHb3rVQlGmvBMRERGRiZhtgH7p0iUEBwejUKFCOrfz8fFRj27dumk/du/evccCdiKyTfZ2+fBmm0qoXdYDH6w6g+jErLtBHAm5i14zD+DbXrVRr1xho46TiIiIiMisA/SKFSuqR04ULlwYrVu3Vg8ioiaVimHVW80wfsVpnLoaneV2UXEPMWz+EYxq64ehzcvDzk53f3UiIiIiIqtfg05ElNtKuOfHvGENMLhZOZ3byVJ0qQI/6rcTuJ+YbLTxERERERExQCcim+Fob4exL1TBt71rw8VJ9z9/ey9GoefMAzh7PcZo4yMiIiIi28YAnYhsTgu/Yni/YzWULeKic7uI+w8w8NfD+O1QmEGFJ2Xb+AcpiE5IVs8sWklEREREFr0GnYgoLxV1c8a77avgj5PXEXr8TpbbpaY9wjebzuNkeDT+160GCuZ3zHS7S5Fx2BJ4E2ev38f5iFjEJv1XkM7dxRFVvd1Rs3QhdKxVEpVKuOXJ10RERERElo0BOhHZLEcHO/RuUBYVy3jjfxvOIyk5Lcttt52LxMWIWEzpUweVvd21H9978Tbm7Q1RAXxWJFiXKvHymLs3BHV9PDGsRXm0qFw8178mIiIiIrJcTHEnIpvXvoYXVoxogorFC+rcLvxuIvr/fAh/nriGmMRkvPf7aYxcckJncJ4Z2V72e//30+o4RERERESCAToREYDyxQritzcao0vtUjq3e5iajgl/nkO773ZhS2DEM51zc2AEXp6xX6XHExERERExQCci+n+uTg744uWamPRSDTg76P7n8UFKeq6c83bcQwyZd4RBOhERERExQCciyihfvnx4KaAMfnu9McoWcTXKOWWN+ohFx5juTkRERGTjGKATEWVCCsGtHNEE7ap7GeV8MpP+9cZgo5yLiIiIiMwTA3QioixIS7UpfWrjg05VYWeEfy1lTbpUhSciIiIi28QAnYgom5T3/o19Uam4cXqXz98XYpTzEBEREZH5YYBORJQNKeB20UhF3E6ERePyLRaMIyIiIrJFDNCNIDk5GXPnzsXzzz8Pb29vODs7o2DBgqhcuTKGDBmCgwcPPtPxjx8/jilTpqBPnz7w9/fXnsPNzU2dY9CgQdi1a5fex9u6das6Vvny5eHq6or8+fOjTJky6Nq1K1auXIn09NypXk1kKbYE3jTy+Z6tfRsRERERWSYHWKHFixerZ3t7e3Tu3BmFChUy2VjCw8PRqVMnBAUFPRW0X7p0ST0WLlyIUaNGYdq0aSqd1lCjR4/GgQMHnvp4xnPI96Rnz57qWQLuzDx8+BD9+/fHmjVrnvrc9evX1WP9+vWYOXOmevbw8DB4rESW6Oz1+0Y+X4xRz0dERERE5sEqA/TBgwdrA10JzsePH4933nlHzQYbU0pKymPBucxujxkzRs1qx8XFYf/+/WrmOyEhATNmzEDJkiXxwQcfGHwemS1v2bIlmjRpgqpVq6oZ9MKFCyMqKgpnzpzBnDlzEBoailWrVsHOzg4rVqzI9Dhvv/22NjgvXrw43nvvPdStWxeOjo44e/YsJk+erG447Nu3T82wy0w7kbV79OgRzkfEGvWcwTdj1XlzcsOOiIiIiCxXvkfyV6CVkSBU84et5o9cCTg/+ugjvPHGGyrgNIbVq1erWWvRuHFjFdjKrH5GJ06cUJ+TYF5mpCWodnAw7L5Jamqqzn2SkpLQunVrHD58WL2XoF1uFmR069YtdYNA0tc9PT0RGBiI0qVLP7ZNbGwsatWqhbCwMPX+2LFjqFevHnJCblrUqFFD+/7cuXOoXr06TEmuwd27d7XvixQpYrSfFTLfax3/IAWNv9gBYzv8aTsUcLbKe6hGxd9r28DrbDt4rW0Hr7XtMMdrHWTCWMVq16BLYK659yDPEoBKKrifn5/RxpBxbfmHH374VHAuAgICVBq+iImJwfnz5w0+T3YBvYuLi8og0JAbBU86cuSIdm25rIt/MjgX7u7uePfdd7XvDx06ZPBYiSxNSppp7mEmp7LWAxEREZGtscrpGUnn1gTmMhO8c+dO9ZA7IVevXjXaOGQNuIYUXMtKhQoVMt0nN0nBOI0HDx6Y9ViJzImjvWnSzJ0crPb+KRERERHZUoDu4+Ojfe3r64suXbqo15I+bkg182cla801QkJCskyLuHLlinqWVPxKlSrlyVgyrjuvUqVKtmPNimasT+5DZK0kzdzdxRGxSSlGO6ecz9Xp6YwbIiIiIrJuVhmgZ6VYsWLo1auX0c7Xt29ffPLJJ2rtthRY69ix41Np7qdOncKmTZvU6379+qk08twg6epyQ0KyBqQA3dq1a7XBubR7e1LNmjVVkTlJy5eq8mPHjlVr0jOSwnZTp07VzrK3b9/+mccpBe4k00Eqzcv6E0Ovp9QWyC2ylj8tLe2x92SdDL3WNbwL4njYPRhLzZIF+fOXS/h7bRt4nW0Hr7Xt4LW2HeZ4rdPT01Xnq8wyj/OaTQXoxla0aFEsWbJEBerSBq1+/fradfDx8fHqY1LFXVLFpVq6vH5WkjEgldYzI0H1H3/8keWa9QULFuCFF15QSwRkPJoq7rK9FEb49ttv1efk6/rtt9/g5OT0zOOVIhA3b95E9+7dDd5XbiKMGzcOuUX+MZCbEBpy48DQgn1kGQy91gHeDrh713hr0et6OTxWLIVyjr/XtoHX2XbwWtsOXmvbYY7XOikpSU1gSlFsY+NPeR6T9Hqp1C7B97x58zBo0KDHPl+iRAl8/vnnGD58eJ61gZMf8IkTJ6o2ahnXoj9JbhzID+Hs2bPVjL8EwBlJNUUJiKXgXGZF5IisVYBvEWw7d8to5zt/Mxb1yyXB28PFaOckIiIiItMz2ypEEghevHgRlk5mxxcvXox169Zpq8pnJNXlly5dih07cqeN07Zt21TPcmmlJoXxJPiXNPBJkyZh5MiRauZelw0bNqjZ8cy2kxT033//HcuWLcv0ayGyVqU8XVCheEGjne/avSR8szkYG0/fQAqruRMRERHZDLPtg67pZS49wmV2WdaOS7swS5KQkIAOHTpo+5/LjLS0MJNUc1nPIK3NJHDev3+/+lq///57jBkzJtfHER0drdady+y49D+X1PqCBZ8ONmR8P/zwg3rdrVs3jB8/XvU9l7FL+zdZyy5p8EJS0iVYz6x1nCG9BTVr0KWIXbly5Uy+Bv3evf/WGRcuXNjk6TWUN3JyrQ9evoMxK07B2MoWdsV7HauiXrnCRj+3NeDvtW3gdbYdvNa2g9fadpjjtb5w4QIaNGigXYNuzD7oZh+ga0hqtqzlHjZsGOrVqwdLIAGuBN1CCq89md6u+YGUYmtSXV6+5pMnT6qgOLdJgF2tWjVtT/avvvrqsc9LoTpNP/bBgwdrA/EnTZgwQc3Ki+nTp2PUqFHPFKBrGPOHPiuSIZBx3a+sj5e0frI+Ob3W7/1+GlsCI2AKXWqXwrgOVeBZ4NlrP9gS/l7bBl5n28FrbTt4rW2HOV7rIBPGKmab4j5gwAA1Yy73D+QhldB/+eUXNGzYELVr18bMmTMRExMDcyVjnj9/vnZtd2bBuZC7Q5qAV6oFSiCfF6pWrapt4bZ69eqnPj937lz1LDdFvvjiiyyP89FHH2ln3zVfH5Gt+KhzNRR3czbJudefvoEu0/Zi3cnrXGJCREREZKXMNkBftGgRIiIiVMEyqX4uNMG6rLGWgmfSBkwC+d27d8PcyNpyTapGnTp1dG4bEBDwWDpFXpGUcJFZlXeZYReSMl6qVKksjyHtBjR3j/JyrETmyMPVCbMH1Vd9ynNTQWcH1CxdKNvtYhJT8MkfZ/Hq/KMIu5OQq2MgIiIiItMz2wBdk9b++uuvq7XagYGBKiiXlAdNoC5rAqRgWZs2bdTs8DfffIPIyEiYg4zrJrLr5Zex/3derre4ceOGes5s/bnmvPr0HdSM19RrQ4hMwc/LDQuGNcy1mXQ5zqLhjfDb643x1cv+8HTNPvg/GnoPL/+0H3N2/cMickRERERWxKwD9IxkDcDUqVNVz2wpKCbrtmXNtiZYDwkJwccff4yyZcuqAmcbN25UKeOmIsUN3N3d1etDhw7pDHz37NmjfW1ooTR9SYE4zcy59PR7kua8sv5DM5ueGckKkDUYeTlWIksI0teMaoaO/t7PdBzZX44jx5PlJS/WKYX1o1ugW92ss1g0klPTMfPvy+gxcz9Ohv1XWIWIiIiILJfFBOgaUjBAKrpv3boVoaGh+Oyzz+Dj46MN1CUQllZhXbt2VcH6J598ooJ3Y5ObB506dVKv5abCl19+mWWF9ffff1/7XlOoTUPWpMsf7vKQXuZPOnr0qCosl93MecY18AMHDnxqmxdffFH7evTo0ao93JPkhodkMWg+9+RYiWwt3X1yr9qYOSAAAb6eBu0r28t+sr8c58njft7dH/OHNoBv0QLZHiskKgGD5h7BxD/P4n7Sf9k4RERERGR5zLaKu6G2b9+uipatXbsWDx8+1H5cE9y2atUKI0aMULPrOW0NZihZoy3ryxMTE7VBsATKmjZrhw8fVlkBV69eVZ+XVP0n+6FLgC6t2YTcjHgySNd8vkmTJur4UkBPs9ZcAnOpDi8V2e/fv68+1rZtW/z111/qBkJGEnTLvprZc5lllwrtmjZrwcHBqh6AZAOIEiVKqJn0okWL5uh7wyruZG3X+vKtOFXh/ez1GATfjEVshmBZ1qxXK+mOmqU90MHfG5VKuOl1zIcpaZi3NwRz915BSlr2/1QXLuCE9ztWVefI2AXDlvH32jbwOtsOXmvbwWttO8zxWgeZMFaxmkXEzZs3V0XlLl68iNOnT2v/ONXMrEugKg9fX19VNb1fv355PqYqVapg3bp1qj3cnTt31My+PDLTunVrrFq1KsfnOnjwoHroIu3TpPr9k8G5cHJywpYtW1TmwZkzZ1Qhvtdeey3T40hq+x9//JHj4JzIGknQXandv4G3/JuTmJym0tCdHOzg6mSfo4DZ2dEeb7aphBf8vTFp3TmcCIvWuf29hGS8v+qMqvj+8YvVUaawa46/HiIiIiIyPosP0I8fP4558+apdenSik3IH8LyB7IEnc2aNVNp4PHx8epzkhYvld8lUJYCc3k9yyQz1jKTLmOUAFjuxkh7OCmw5uXlpSrUy82CLl265GgsvXv3hqenJ3bu3KlS3SWdXirIy52oQoUKoWLFimjatKn6mv39/XUeS5YKyFp1+V5KKzY5XlRUlPpeypp62V8yECRFvkCB7FNviWyV/C4XcHZAgVzqyFa+WEHMH9oQa09ex5S/Lj42O5+ZA5fvoPuMfXjjuYoY2LQcHO0tbjUTERERkU2yyBR3Wbe9ZMkSFfRqCpZl/DKkovvw4cPVjLHM8kqKuQSdP/30k5pd1/wBLenlksZNxscUdzIlS77Wd+Mf4rstF7DpzE29Z/Y/61YdtcoYtk7eWljytSb98TrbDl5r28FrbTvM8VoHmTBWsbO0deZ9+vRR/c/fffdd9Y3SpLA7OzurVHJJY5c093HjxmlTsF1dXTF06FA1Izxt2jTt8WTNOhGRJSlS0Bnf9KyFnwfVQ2lPF73Wxg/45TC+2BCEuAcsIkdERERkzsw+QJcCav/73//UuucXXnhBrdOWInCawFzWeU+ZMkUVRPvtt9/QsmVLnceTGXNJ+ZZ9L126ZLSvg4goNzWpVAx/vt0cr7YoDwc73ctjJMFo5ZGr6DZtH7YHRT6WcURERERE5sNs16CvXLlSzXD//fff2j8mNc/58+dHjx49VBEzWWNuKFlLfeDAAVVJnYjIUuV3tMc77Sujg39JVUTuzLUYndvfjnuIMctPoVWV4vioczV4e2Q/A09ERERExmO2Abqkq2uKvWlI3r+sLZciZR4eHjk+thSPIyKyFn5eblg8vBFWHbuKqdsuIf5hqs7td1+4jSMhd/FWm0ro18gHDiwiR0RERGQWzDZAFxKcu7i4oFevXmq2vHHjxrlyXKmaLj2/iYishZ1dPvRu6IPW1Urgm03nse1cpM7tk5LTVLG5jWdu4rOuNVC9VCGjjZWIiIiILCxAlzR0mS1/5ZVXVLuw3CStzeRBRGRtirnlx5Q+dbD34m18uSEYN2OSdG5//mYs+s05iH6NfTGqTSW4OpvtfwtEREREVs9s/xLTtEMjIiLDtahcHPXKFcasv//BkoOhSNdRF04+t/RgGHYEReLjF6uhVZUSxhwqEREREf0/LjwkIrJSrk4OGNehClaMaKJXCnvk/QcYtfQk3l12ErdiWUSTiIiIyNjMdgZdbNu2TVValz7mbdu21Xu/HTt2IDEx0eD9iIisUdWShfDb642x4kg4pm+/hMTkNJ3b7wi+hUNX7uCddpXRq0FZ2GfTxo2IiIiIrHwGPTg4WPU9f+mll7Bp0yaD9t24caPaT/a/cuVKno2RiMhSSJDdv7Ev1r3dHM9VLZ7t9gkP0/DVxmAM/OUQLkbGGmWMRERERLbObAP01atXa19LsThDyPZSAV4e0k+diIj+5eXhgun9AzC1Xx0Ud3fOdvvA6/fRe9ZB/PDXBVX5nYiIiIhsMEDfu3evevb19UW1atUM2lf6pct+Ys+ePXkyPiIiS9ammpeaTZc+6PmyyWBPS3+EBftC8dKMfThwOcpYQyQiIiKyOWYboJ8/fx758uXLcb/yOnXqqBl0OQ4RET2tYH5HfNi5mlqfXtnLLdvtb0Qn4Y1Fx/He76dxJ/6hUcZIREREZEvMNkC/e/euei5WrFiO9tfsd+fOnVwdFxGRtalZ2kNVeh/7QmW4ONpnu/2WwAh0mboXq49dQ7qu/m1EREREZB0BuqOjo3qWKu45kdP9iIhskYO9HQY3K48/326GZn7Z3xiNe5CK/607hyHzjuDK7TijjJGIiIjI2pltgF60aFH1fPny5Rztf+nSpceOQ0RE2Svl6YpZAwLwXe/aKFLQKdvtT4ZHo8fMA5ix4xIeprCIHBEREZFVBug1a9ZUa8iPHTuGGzduGLSvbC/7yRp2QwvMERHZOvm384Wa3lj/Tgv0rF8m2+1T0x7hl91X8PJP+3Hkyr/Lk4iIiIjIigL09u3bq+e0tDSMHz/eoH3Hjh2r9hPPP/98noyPiMjaubs4YkLXGlg8vBEqFC+Y7fbhdxPx6oKj+Hh1IKITko0yRiIiIiJrYrYB+qBBg+Dp6aleSy/zt956CykpKTr3kc+PHDkSv//+u3rv7u6OwYMHG2W8RETWqo6PJ1a92RRvt/WDk0P2/22sP30DXabtxbqT11UmFBERERFZeIDu5uaGL7/8UvvH3ezZs1G5cmV8/fXXOHz4MG7fvo3ExET1fOTIEfVx+fycOXO0KZqTJk3SBvlERJRzjg52GN6qAv4c1QwNyxfJdvuYxBR88sdZvDr/KMLuJBhljERERESWzgFm7I033kBwcDB++uknFXCHhYXhk08+0bmPJqAfMWIERo0aZaSREhHZhrJFCuDXIfWx8cxNfLf5PKITdWc2HQ29p9amD29ZAUObl4OTQ/Zt3IiIiIhsldnOoGtMnz4ds2bNQsGCBbUBuK6HbDdz5kwV1BMRUe6TG6Yv1i6F9aNboFvdUtlun5yajpl/X0bPmQdwIuyeUcZIREREZInMPkDXzKSHh4fjm2++QatWreDi4vLY5+W9fHzy5Mm4evWqmj0nIqK85eHqhM+7+2P+0AbwLVog2+1DohIweO4RTPzzLO4n6Z55JyIiIrJFZp3inpGHhwfee+899RBxcXHqIWvV5UFERKZRv3wRrHmrKebuCcHcvVeQkqa7MNyaE9ex68JtvN+xKjr4e6sZeSIiIiKykBn0zEhQXrJkSQbnRERmQNaWv9mmEla/1QwBvtkX57yXkIz3V53BiMXHce1eolHGSERERGTuLDZAJyIi81O+WEHMH9oQk16qofqoZ+fA5TvoPmMf5qmZ93SjjJGIiIjIXDFAJyKiXGVnlw8vBZTB+neao1Otktlu/yAlHVO3XULvWQdx5lq0UcZIREREZI4YoBMRUZ4oUtAZ3/SshZ8H10eZwq7Zbn/5VhwG/HIYX2wIQtwDFpEjIiIi22MxReJEfHy8quYeGxuLlBT9/3hr0aJFno6LiIiy1qRiUfwxqhl+3vUPFu4PRWp61kXkHj0CVh65ip3Bt/BBp6poV92LReSIiIjIZph9gC6V2qdNm4bly5fj4sWLqte5IeQPu9TU1DwbHxERZS+/oz3eaV8ZHfxLYtK6czhzLUbn9lFxDzF2xWm0rFwMH79YHd4ej7fXJCIiIrJGZh2gnzx5El26dEFERIR6b2hwTkRE5sXPyw2LhzfC6uPXMHXbRcQ90H0Ddc/FKBwN3Ye32lRCv0Y+cLDnyiwiIiKyXmYboN+9exfPP/+8etZwcHBAhQoVUKRIETg6Zl8dmIiIzLOIXK8GZfFc1eKYvOk8/joXqXP7pOQ0fLflAjaeuYnPutZA9VKFjDZWIiIiImMy2wB9ypQpKjiXFHXpdf7VV19h4MCBKFiwoKmHRkREuaCYW35836cOuly8jS83BONmTJLO7c/fjEW/OQfRr7GvmlEv4Gy2/4URERER5YjZ5gpu3rxZPUuAvnHjRrz55psMzomIrFCLysXx59vNMKhpOdjb6S4IJ/Xllh4MQ7fp+7Dr/C2jjZGIiIjIpgP00NBQFZw3bdoUzZo1M/VwiIgoD7k6OWBchypY/kZjvVLYI+8/wNu/ncS7y07iVuwDo4yRiIiIyGYD9PT0dPVcpUoVUw+FiIiMpGrJQvjt9caqxZqrk3222+8IvoWu0/Zi+eFwpOlo30ZERERkCcw2QC9Tpox6TkrSvSaRiIisi6S592/si3XvNEfrqiWy3T7hYRq+2hiMgb8cwsXIWKOMkYiIiMimAvT27durtmrHjx839VCIiMgEvAq5YFr/upjary6Kuztnu33g9fvoPesgfvjrgqr8TkRERGRpzDZAl6Jwzs7OuHjxIrZv327q4RARkYm0qVYC695ujv6NfZBPdw05lea+YF8oXpq+D/svRRlriERERETWHaD7+fnhxx9/VLPoAwYMQFBQkKmHREREJlIwvyM+6FQNy15vjMpebtlufyMmCSMWH8eEP84iNinFKGMkIiIistoAXbzxxhtYsGAB7t+/j/r16+Pdd9/FgQMHEBvLNYZERLaoRmkPrBjRBGNfqAwXx+yLyG0LisTn689h/+UopLOIHBEREZk5B5gpe/vH//CSmfTp06erhyGkVVtqamouj46IiEzFwd4Og5uVR7vqXvhiQ3C2qexJyelYcfgqjoXcw7D2+eHn7Wm0sRIRERFZxQy6BOQZnyXQzvg5Qx6mlpycjLlz5+L555+Ht7e3WltfsGBBVK5cGUOGDMHBgwef6fhSSG/KlCno06cP/P39tedwc3NT5xg0aBB27dql8xgTJ05U32NDHrIPEZGplPJ0xawBAfiud20ULZh9Ebkrt+Mx4JfDmLHjEh6msIgcERERmR+znUHPLEi3ROHh4ejUqdNTa+glaL906ZJ6LFy4EKNGjcK0adMeuxGhr9GjR6vU/ydlPMfixYvRs2dP9Zw/f37kBgn+iYhMSf7NfKGmN5pULIqp2y5i1bFrOrdPTXuEX3ZfwdazEZjQpQYaVihitLESERERWWyAnp6eDkuXkpLyWHAus9tjxoxRgW1cXBz279+vZr4TEhIwY8YMlCxZEh988IHB55HZ8pYtW6JJkyaoWrWqmkEvXLgwoqKicObMGcyZMwehoaFYtWoV7OzssGLFikyr5vfo0UPnedLS0tCiRQtVA8Dd3R3dunUzeKxERHnB3cURE7rWQJc6pfC/tefwz+14ndtfvZuIVxccRZfapTCuQxV4FnAy2liJiIiIspLvkSVPT5u51atXq1lr0bhxY+zbt++ptfUnTpxQn5Ng3sPDQwXVDg6G3TeRNfa69klKSkLr1q1x+PBh9V6CdrlZYKgtW7agY8eO6vWwYcNU2n5OyU2LGjVqaN+fO3cO1atXhynJNbh79672fZEiReDo6GjSMVHe4LW2bimp6Vi4PxQ/7/4Hj9LTUM7tv//mQuPyITn98UwlD1dHjH2hCrrWKZWjLCYyPf5O2w5ea9vBa207zPFaB5kwVjHbNejWIOPa8g8//PCp4FwEBASgc+fO6nVMTAzOnz9v8HmyC+hdXFzwzjvvaN/LjYKckPR4jYEDB+boGEREec3RwQ7DW1XAH6OaoX65wtluH5OYgk//OItX5x9F2J0Eo4yRiIiIKDMM0POQrAHXKF++fJbbVahQIdN9cpMUjNN48OCBwftLWvu6devU63LlyqF58+a5Oj4iotxWtkgBzHglAAOb+qKgc/Yt2Y6G3kP3Gfswe+dlJKeyiBwREREZn9muQX+SBJVbt25V67avXbuG6OhotSb677//fmw7ydiXlG4hqRGmTI/IWEQtJCQky7SIK1euqGdJraxUqVKejCXjuvMqVaoYvL+sX9d8XwcMGMA0UCKyGA3KF0G1Uu5Yd+IGQk/f07ltStojzNr5z79F5LrWQIBv9jPwRERERDYVoH///ff49ttvH1ubIIF4ZkHivXv3ULZsWRXQN2zY8JlbmD2Lvn374pNPPlGzz5MnT1brt59Mcz916hQ2bdqkXvfr108VX8utInuynl3WT0gBurVr12qDc2n3Zi7p7VLgTq6lVJqX9SeGKFasGIoXL55rY5G1/HLTJ+N7sk681rZ3rV0c7NCnYRk0qV4W3229jPC7ulPZr9+Nx2vzD6t16SPbVFJF6Mh88XfadvBa2w5ea9thjtc6PT1ddb7KSeaxVReJk4BNKoXLzLl4cqgSoGe8mBkrkkvlcvn8xYsXUbFiRZjK+vXrVaCemJiIOnXqqJZofn5+iI+PV63RpIq7VHSvW7cuNm/ejBIlSjzT+Xx9fVVrt8xImv3GjRtVpXdDhIWFqX3l+9+0aVOVxZBbhRekcv3NmzdzdIyxY8di3LhxyC3yj4Fci4zLAgwt2EeWgdfatq/1o3x22B4UiW3nIqBPJrtbfgd0r1cG9Xw9mT1kpvg7bTt4rW0Hr7XtMMdrffXqVbz11ls4duyYes8icf9vxIgRqnK4BIYy0/r6669j5cqV6Nq1q879XnnlFe1rCXpNqUuXLqpS+6uvvorTp09j0KBBqmp7u3btMHHiRLi6umLq1KmqcNuzBudZkR/wL774Qp3f0OBcLFmyRHtzRMZPRGTJHO3t0NG/JD7oVA2VShTMdvu4B6lYtD9Upb5HxT00yhiJiIjINpltgC5B7YIFC9RsRenSpXHy5EnMnj1btS2T97pIP/BChQo9U8Xy3CJF3yQ9XAqsZZascOvWLSxduhQ7duzIlfNt27YNZ8+eVa3Udu7cic8//1ylgU+aNAkjR45UM/eGkvEJSfPo1atXroyTiMjUvAq54O12fujfuCxc9Sgid/5mLL7eGITtMvOenm6UMRIREZFtMds8EQnONevMZQbX0MJmtWvXxp49e3LUtiy3JCQkoEOHDtr+5++99x6GDBmi0sVlPcORI0dU4Cwp45LKL2vtx4wZ80znlPT5jJ577jkVmMu6c/k+SuAuqfUFC2Y/aySkd7qsDxeSuaC58ZFbpK6Ak5OTKmIn1eENXYMufRJzM70mY/pq4cKFTZ5eQ3mD19p26HOtOxctiiY1ymP69kuqOFx2Lu6NwIYL8fiwcxXUKOWRJ+Mmw/B32nbwWtsOXmvbYY7XOioqSk16moLZ/pTv2rVLPcs65ZYtWxq8v2aW/caNGzAVSWHXzODPmzfvsfRwCUolzV0C6Pbt26uvd/z48WjTpg1q1aqVq+Pw9PTEokWLUK1aNQQGBuKrr75SD3Poff7w4UPtjQVjrevQJWMRP/mHwZRdAChv8VrbDn2udQkPR3zZsw461SmDL9YH4dq9RJ3HPB8Zj0HzjqNXg7J4p50f3PLz58fU+DttO3itbQevte0wt2ttZ2dnkgJx6twwU1I4TO6kSGG1nNDMEMsstinI7P/8+fO1wWdWa7flB1DS0DXVAhcuXJgn45G155oWbqtXr9Y7PV/W/AtZH5+T6u9ERJakScWi+GNUMwxvWQEOdroLwsmqpZVHrqLrtH2q4JwZ11wlIiIiC2G2AbrmjoWse84JzVprfVO5c5usLZeWbyK7mwwBAQHa1xcuXMizMUlKuMiqyvuTpOK75mvo37//Uy3iiIisUX5He7U2/feRTVG7bPYp7FI4buyK0xi19AQiYpKMMkYiIiKyTmYboGuCycjIyBztrwl0NccxtozrJrLr5Zex/3derrfQpPvre9Mir9PbiYjMWaUSblj0aiN82qW6arWWnT0Xo9B1+j4sOhCK1DQWkSMiIiIrCtClKJykCx46dCjTXue6XLt2TbUUkxT5+vXrwxSkuIG7u7t6LV+DriBditlpGFooTV/Sw08zc16zZk29irdpWtTJmvjcXhdPRGQJ7OzyqXXm695pjudreGW7fVJyGr7fcgH9fj6EoBv3jTJGIiIish5mG6C/8MIL6vnOnTuPzeTq49NPP9UG9aZaNy2FBTp16qRdT//ll19mul10dDTef/997fvOnTs/9nlZky43GuQhReeedPToUdWCLruZ84xr4PWZDV++fLl2Zp+z50Rk64q55cf3fepg5oAAlPRw0aslW785BzF583kkPNSdRUVERERk9gH64MGDtS29pPXY8ePH9dpP2pZJQC8BbcmSJdGnTx+YyoQJE+Dq6qpeS3DdpUsXrFmzBqdOnVKz6j/++KNqBxccHKy2kQruUtHdELKvrGFv2rQpvvnmG2zdulX1kJfH+vXr8e6776rq6Jp2c23btlXf2+xobopIyr2sPyciIqBF5eL48+1mGNysHOyzKSKX/ghYejAM3abvw67zt3J8Tskmi3+QguiEZPXMYnRERETWy2zbrEmK+BdffIFRo0YhNjYWzZs3V/28+/btq23NJeRzERERqrf37NmzH5tNlgDYlCX6JU1/3bp1asySCbBhwwb1yEzr1q2xatWqHJ/r4MGD6qGLBOYzZ85Us/vZrd+XlHghNwykgjsREf3L1ckBY1+ogk61SuJ/a8/hXDap7JH3H+Dt306ibbUS+KBzNZRwz7746aXIOGwJvImz1+/jfEQsYpP+q1Xi7uKIqt7uqFm6EDrWKqnWyhMREZF1MNsAXUhAfvnyZUyfPl21/JKAWx4aMosgPb4z0swsSJp7jx49YGoyYy0Br/RB37JlC4KCghATE6Nmpr28vNQa+X79+qnZdZn1N1Tv3r3V92Dnzp3q5oSk00sFeUlPlwyEihUrqtn1AQMGwN/fX69jLlmyRPua6e1ERJmr4u2Opa83xooj4Zi+/RISk3XXS9kRfAuHrtzBO+0qq3Xtmc3A7714G/P2huBkeHSWx5Fg/UjIXfWYuzcEdX08MaxFeTW7T0RERJYt3yMLyJWTfuLjxo1Tga3IGMg+OXwPDw8VxGfVd5zMg9yoqFGjhvb9uXPnVCq+KclNDSmOp1GkSBGTZmBQ3uG1th3GutaR95Pw9cbz2KlnKrt/6UKY0LUGKnv/W0w0JjEZX20MxpbAiByPoaO/Nz7sXA0erk6wNfydth281raD19p2mOO1DjJhrGK2a9AzGjp0KK5evYqpU6eqlGtpEyaBuSY4d3Z2VinwkydPRlhYGINzIiIyKq9CLpjWvy6m9quL4u7O2W4feP0+es8+iB+2XsCZa9F4ecb+ZwrOxebACHUcSY8nIiIiy2TWKe4ZSVD+9ttvq4dISEjA/fv3UaBAAW0xOSIiIlNqU60EGlUoghk7LmHZ4XDoylFLS3+EBftDsfBAqM7tDHE77iGGzDuCBcMaws+La9OJiIgsjUXMoGdGAnOp0s7gnIiIzEkBZwd80Kkalr3eGFW8sw+Sc3uhmaxRH7HomEqbJyIiIstisQE6ERGROatR2gPL32iCcS9UgYujvVHPLTPpX2/8t4UnERERWQ4G6ERERHnEwd4Og5qVU73Tm/sVM+q5ZU26VIUnIiIiy2G2a9ClKFxuKVu2bK4di4iIyFClPF0xc0AA/joXicmbzuNO/EOjnHf+vhC2XyMiIrIgZhug+/r65qgv+JPkGKmpqbkyJiIiomf5/+iFmt4o4Z4fA389bJRzngiLxuVbcahUggXjiIiILIHZp7hr2qk9y4OIiMhcGDvt/FnbtxEREZHxmO0MuqSl6zODnp6ertqtxcbGqveyj5OTE7y8vIwwSiIiIsOcvX7fyOeLMer5iIiIyAoD9LCwMIO2v3btGlauXIlvvvkGMTExGDp0KD799NM8Gx8REZGhJKvrfMS/N5SNJfhmrDpvbiwbIyIiIhtPcddXmTJlMG7cOJw+fRo+Pj6YOHEiPvvsM1MPi4iISCvhYarqU25Mcr7E5DSjnpOIiIhsPEDXKF26NH777Tc1W/Dll1/i2LFjph4SERGRkpJmmrooyanpJjkvERER2XiALho1aoQ6deqoIH3OnDmmHg4REZHiaG+aNHMnB6v8756IiMjqWO3/2P7+/ipA37t3r6mHQkREpBRwdoC7i6NRzynnc3WyN+o5iYiIKGesNkC3t//3j5GbN2+aeihERESKFGqr6u1u1HP6lXBjgTgiIiILYbUBuhSLE87OzqYeChERkVbN0oWMer4z16Lxy+5/kJicatTzEhERkeGsMkD/448/cPLkSTVj4OfnZ+rhEBERaXXwL2n0wnQzdlxGpx/24vejV5GSxoJxRERE5sqqAvTLly/j448/Rv/+/bUf6969u0nHRERElJGflxvq+nga/bx34h/i8/VB6D5jP7adi1B1WoiIiMi8OJh6AFkpX7683tumpqYiOjoaiYmJ6r3mjw45xqhRo/JsjERERDkxrEV5nFxywiTnDruTgLErTqtU+3fbV0b98kVMMg4iIiKyoAA9LCzMoKI2T84E1KpVC3/++SdcXFzyYHREREQ516JycXTw98aWwAiTjeHs9fsYOv8omvkVw+h2fqhs5OJ1REREZGEp7hJ06/sQhQsXRocOHbBkyRIcP34cvr6+pv4SiIiIMvVR52oo7pY3hUwLONujoLN+rdX2X4pCz1kH8NHqM7gR/W8mGhEREZmG2c6gh4aG6r2to6Mj3N3dUbBgwTwdExERUW7xcHXC7EH1MWTeEcQmpeRq3/MFwxqihLsz5u4NwbLD4UhO1V0YTu5zbzh9E1vPRqBPQx8Mb1kBngWccm1MREREZOEBuo+Pj6mHQERElOcF4ySYHrHoGG7HPXzm48mMvAT9clwx9oUq6NfIB7N2Xsb6UzeQ/ij7iu9LDobhzxPXMaR5ObzSxBeuTmb7pwIREZHVMesUdyIiImsnwfSaUc3Q0d/7mY4j+8txNMG5hreHCz7v7o/VbzVDqyrF9TpW/MNUtmYjIiIyAQboREREZpDuPrlXbcwcEIAAX8NasMn2sp/sL8fJSqUSbpjxSgAWvtoQtcp4GNyabXtQJFuzERER5THmrREREZlRdXd5XL4Vpyq8n70eg+CbsY+tUZc15tVKuqNmaQ9VCV4Cb0ME+BbGktcaYef525i2/SJCoxL0as02ZvkptmYjIiLKYwzQiYiIzIwE3ZXa/Rt4y6x1YnKaKvTm5GAHVyd7g9qQZkb2b1OtBFpWLqbWps/8+7Jea+Afa83W3g+VvdiajYiIyCYC9L179xrlPC1atDDKeYiIiHIaTBdwdkCBPOjI5mBvh+71yqCDf0ksOxyGeXtDEPcgVa/WbAcuR6FzrZIY2aYSSnm65v7giIiIbJDZBuitWrV65hmC7MjxU1Oz/0OEiIjImrk42WNYiwroUa8MW7MRERGZkFkXiZO0vrx+EBER0b8KuTqp1mwbR7dA1zqloM99ck1rto4/7MGvu68gMZk3vomIiKxuBl1SzzUz6IcOHUJKSoo2oC5cuDDKli2LAgUKICEhAdeuXcPdu3fV52QfJycnNGrUyKTjJyIislTSmu2Ll/0xqFk5TN9+Cbsv3NarNdv0HZew/Eg4RrSuiJfqllYp9ERERGQFAfru3bsRHx+PIUOGIDk5Ga6urhg9ejQGDRqESpUqPbX9P//8g0WLFmHq1KlITExE0aJFsXDhQhXEExERkeE0rdlOhN3Dj39dxJlrMdnuExX3EJPWBWHxgTC83c4PbauVyPMla0RERNbCrG9tDx48GH/88Qd8fX1x6tQpfPHFF5kG56JixYr4/PPP1XYyuy77DRgwwOhjJiIisjaa1mxT+9VFuWL63fjWtGbr//MhHAv9N8uNiIiILDRAX7dunQqyxe+//55lYJ5ZoL5q1SrtMf788888HScREZEt0LRm++OtZpjYrQaKu+lXVl61Zpt3FG8uPo6LkbF5Pk4iIiJLZrYB+oIFC9RzgwYNUK9ePYP2le1lPyFp7kRERJQ7ZF35y/XKYOO7LfFOOz+45ddvtdy+S1HoOfMAPl4diJvRSXk+TiIiIktktgH6mTNn1N366tWr52h/2U+KyslxiIiIKPdbs73asgK2jGmJwc3Kwckh+z8ppNbr+tM30HnqHny7+TyiE5KNMlYiIiJLYbYBemRkpHp++PBhjvbX7Hfr1q1cHRcRERH9h63ZiIiIbCBA9/DwUDPg0mItJzT7FSpUKJdHRkRERFm1ZlvzVjO0qlJcr300rdk6/7gXq45dRWpaep6Pk4iIyJyZbYBes2ZN9RwaGqrapxli8eLFCAkJUSny/v7+eTRCIiIiyqo128JXG6JWGQ+99tG0Zntpxn7sCIpUN+iJiIhskdkG6P3799e+fuONN7B06VK99lu2bJnaPrPjEBERkXm3Znt3+Sm8wtZsRERko8w2QB84cKCqxC530WU9+aBBg9C4cWPMmjVL9Tq/e/cukpKS1LO8nz17Npo2bap6nz948EDNnks1dzkOERERWU5rtkC2ZiMiIhulX28UE/2nLn3Mn3vuOVy4cEF97OjRo+qhDz8/P7W/HMfUkpOTVdq99GcPDAzEvXv34OjoiFKlSqFJkyYYPny4es6p48ePY8+ePTh27BiCg4MRFRWlzuHk5ISSJUuiUaNGGDx4sPpe6ishIUG1qJNe9PL9v3PnjqoLIGOWGyEvvvgi2rdvn+MxExGR7bVm6+hfEr8dCsP8fSGIe5CqV2u2/Zej8GKtUhjZphJKeroYZbxERESmku+RmS/0un//PsaMGaOCRX2HKsHoDz/8oAJKUwsPD0enTp0QFBSkc7tRo0Zh2rRpObqh0KxZMxw4cCDb7Xr27KluFOTPn1/ndrt27cKQIUPU2LNSq1YtnD59Gjkl348aNWpo3587dy7HLfVyS0pKisrI0ChSpIi6kULWh9fadvBam6eYxGTM2xuCZYfDkZyqX2E4R/t86NvIB8NbVoCHq9Njn+N1th281raD19p2mOO1DjJhrGK2M+gaUoV93rx5+OCDD9SzBI/S21xmpTVkplgCRpkhHjZsGCpVqgRz+WHLGJxLwTq52VC5cmXExcVh//79mDJlipqtnjFjhprtlq/TUM7OzmjZsqWaha9atSq8vb1RuHBhNZMu36s5c+aoYnsyg29nZ4cVK1ZkeawdO3ao2XFZJiA3OGQ9f6tWrVC8eHEkJibi/Pnz2LhxI9vXERFRjnn8f2u2fo18MPPvy6o3enb34KU12+IDYfjj+HUMbV4e/Zv4wNXJ7P+MISIisq4ZdF0z6/Hx8ShYsKDZtlJbvXq1mrUWsn5+3759sLe3f2ybEydOqM9JMC8BsQTVDg6G/cGRmpqqcx9Zq9+6dWscPnxYvZegPbPq9nJuCfDlDlbt2rWxdetWlChRItNjyg0SuTGSU5xBJ1PitbYdvNaW4VJkHKZvv4g9F6P03qeYmzNGtK6Il+qWxqP0NF5nG8HfadvBa207zPFaB5kwVjHbInHZkaBc1kOba3AuDh48qH394YcfPhWci4CAAHTu3Fm9jomJUTPUhsouoHdxccE777yjfS83CjIjY5RfDldXV6xduzbL4Fw8S3BORESUkZ+XG34aUA8LhjWEfw5as+2+cJut2YiIyCpYbIBuCTKm4ZcvXz7L7SpUqJDpPrnJzc1N+1rS158UHR2tWtSJV155BT4+PnkyDiIioqzUK1cYS3PQmu2DVWcwZesFXL7Fiu9ERGTZLGbxlgSVknIt67avXbumAsq0tDT8/fffj20nd9AlpVtIaoQp0yNkrblGSEhIlmkRV65cUc9SIC6v1s9nXHdepUqVpz4v68o137cuXbpoPy7rzm/evKmWEsiMujlUxSciIutvzdaycjGsO3UDs/6+jNtxD7PdL+xOIqZtu4zqpdzRu6UTqpUqbJTxEhER2VyA/v333+Pbb799bG2CBOKZBYvSXqxs2bIqoG/YsOFjaebG1rdvX3zyySeIjY3F5MmT0bFjx6fS3KWH+6ZNm9Trfv36wd3dPVfOnZ6ertaUy/oJKUAnKeua4Pz5559/anvN+nRRs2ZN1bLt448/VjdA5FiiWLFi6NWrFz799FOd6e+GFriTa3np0iW1/sQQMh4pXpdbZC2/3PTJ+J6sE6+17eC1tmxdanmhfbXi+P1oOJYcDMuyNZuT3SM45Ps3xf3izft4de4htKleCq+1rAAvD92dS8iy8HfadvBa2w5zvNbp6emq81Vmmcc2XSROArZu3bqpmXPx5FAlQM94MTXefPNNVblcPn/x4kVUrFgRprJ+/XoVqMtMdJ06dTB69GjVo10K3ElrNKniLhXd69ati82bNz9z4Ovr65tlezRJs5eZcikE9ySpgL979271Wlravfrqq1n+cnh5ealrIpXzn7XwglSulxn6nBg7dizGjRuH3CJfr1yLjMsCDC3YR5aB19p28Fpbj/iHKdh+7hb2XLyF1Cf+63e0e4QSLv/9jXArKR9S0vPBwR5oUbk42tfwQkFnFpeyBvydth281rbDHK/11atX8dZbb6lJS8Eicf9vxIgR2LJliwrMZab19ddfx8qVK9G1a1ed+8kaag0Jek1J0sWlUrsEvNI3fNCgQapqe7t27TBx4kRVkG3q1KmqcFtuzUo/SX7Av/jiC3X+zIJzTeaBhrRWk5sbso/8cD58+FAF1NJfXkRGRqobJ5IZQEREZAwSYL8UUBoTutRAwwpFoM+KKwnkdwbfxv/+PIdt5yLwMEW/nutERESmYrYBugS1CxYsUIFi6dKlcfLkScyePVu1LZP3ukg/cE1196wqlhuLFH1bvHgx1q1bl2mFWeknvnTpUtV/PDds27YNZ8+eVa3Udu7cic8//1ylgU+aNAkjR45UM/eZkV7sGpLKIT3nJcW9TJkyqmJ7tWrV1PV47bXX1DZhYWHqehARERlT4YLOGNDEFx90qoYapfVbFpaUko71p25i0vpzOHA5Cmn/v3SLiIjI3JhtnogEg5p15kuWLMm0sJku0sd7z549OWpbllsk6O3QoYO2//l7772HIUOGqFRzCYKPHDmiAmcpfCcz0rLWfsyYMc90TkmffzJ1XQJzWXcu30cJ3CW1Xoq+ZSRrLDSkR/qAAQMyPf5XX32FRYsWqVl1yWZ4//33n2m8UldAbgBIEbty5coZvAZd+iTmZnpNxroGhQsXNnl6DeUNXmvbwWttveSff/+KpXEqPBo/77qIyPv3tZ8Lj8+H5PRMptjjUnF6+zX4nLyneqi3qpJ7dUzIOPg7bTt4rW2HOV7rqKgoNelpCmb7U75r1y71LOuUW7ZsafD+mln2GzduwFQkhV0zgy8z0pLeriFBqaS5SwDdvn179fWOHz8ebdq0eaa13Znx9PRUQbXMggcGBqogWx5ZtWGT8WRFAuJ69eqpIF+CfckQeJae6BLoa24sGGtdhy4Zi/jJPwym7AJAeYvX2nbwWlu3BhWLo46PJ3ae+gfrT93ArdiHKjjPNED/f5ejEjFmZSD8SxfCu89XUe3dyHLwd9p28FrbDnO71nZ2diYpEKfODTMlhcPkTooUVssJzQxxxtRtY5LZ//nz52uDz4zBeUbyAyhp6JpqgVKgLS/I2nNNC7fVq1c/9XlJZc/sdWY0n5fxZly7TkREZCq1ynrioxeroW+jsijm5qzXPoHX72PIvCMYueQ4LkX+V6CIiIjIVMw2QNfcsciYem0IzVrrJ1O5jUXWlmuC1+xuMgQEBGhfX7hwIc/GJCnhIrMq7xlnrzOrjJ9Rxs+bOv2EiIhIw97ODk0rFcOqkc3wTjs/uOXX7/+ovRej0GPmfny8JhA3o5PyfJxEREQWF6BrgkmpGJ4TmkBXcxxjyxi4ZtfLL2P/77wMeDXp/pndtGjRooX2dUhIiM7jXLlyRXvzRNaIEBERmZP8jnZ4tWUFbB7TEoOaloOjffYl36WOq6TId566B99tOY+YxGSjjJWIiMgiAnQpCidp4ocOHcp2RvdJ165dUy3FJEW+fv36MAUJXN3d/60uK1+DriBditlpGFooTV/Sw08zc16zZs1MA3TNzYwNGzZk+T0PDQ1V31vRtGlTtT6DiIjIHHm4OmFchyrYOLolutQppVdrtpS0R1h8IAwdpuzB3D1XkJRs2N8gREREz8Jso6sXXnhBPd+5c0e1KTPEp59+qg0wpXq5KUjg2qlTJ+16+i+//DLT7aKjox+rhN65c+fHPi9r0uVGgzyk6NyTjh49qlrQZTdznnEN/MCBAzMtzDBu3Dj1WgJ5zbr4jOQmw5tvvqnWnmv6pRMREZm7kp4u+PJlf6we2QwtKuuXWRf/MBXTtl9C5x/3YPWxa0hNY2s2IiKy4QB98ODB2l7m0nrs+PHjeu0nbcskoJeAtmTJkujTpw9MZcKECXB1dVWvJbju0qUL1qxZg1OnTqlZ9R9//FG1gwsODlbbSAV3XRXUMyP7yhp2mc3+5ptvsHXrVtVDXh7r16/Hu+++q9aXa9rNtW3bVn1vM/P222+jbt266vX//vc/9O3bVx1PbgCsWrVKzbLLe9GxY0e8/PLLz/T9ISIiMiY/LzfMHFAPC4Y1hH8ZD732uR33EP9bdw4vzdiPv4MjVXYfERFRXjHbCl+SIv7FF19g1KhRiI2NRfPmzVU/bwkaNa25hHwuIiJCtf2aPXv2Y7PJEgCbskS/pOmvW7dOjVkyASR1XB6Zad26tQqCc+rgwYPqoYsE5jNnzswyLV3WlG/cuBEvvviiCvClN7k8niTBuXw8Y79CIiIiSyFt1Za+1gg7z9/C1G2XEHYn+44vss3oZadUYP9u+8pszUZERLYVoAsJyC9fvozp06erftsScMtDQ+5iS4/vjDR3tiXNvUePHjA1mbGWgnXSB33Lli0ICgpCTEyMKgbn5eWl1sj369dPza7nJODt3bu3+h7s3LlT3ZyQdHqpIC+F5yQDoWLFimp2fcCAAfD398/2eN7e3jh8+LAa7/Lly9UMvYxX+p83aNBABfkvvfRSDr8bRERE5kH+z21TzQstKxfH2pM3MGvnZUTF/TcBkJXAazGqNZukyr/TrrKalSciIsot+R5ZQK6W9BOX9dESKIqMgeyTw/fw8FBBfFZ9x8k8yI2KGjVqaN+fO3fusVZvpiA3Ne7evat9LzclTJmBQXmH19p28Frbhty4zlIM7rdDYZi3N0StP9eH/DnyYu1SeKtNJXh7uBg8bjIcf6dtB6+17TDHax1kwljFbNegZzR06FBcvXoVU6dOVWu0pU2YBOaa4NzZ2VmlwE+ePBlhYWEMzomIiMggLk72qjXblrEtMbCpr4Gt2fbi+y0X2JqNiIisO8U9IwnKpYiZPERCQgLu37+PAgUKaIvJERERET1ra7bxHaqifyNfzNx5GRtO31CBuC7JqelYdCAUf5y4hqHNy6N/Y18V8BMREVnlDHpmJDCXKu0MzomIiMgcWrPFPWBrNiIistIAvXv37uohRdBkXQIRERGRqVqzzR/WAP6l9ZsUYGs2IiKyugB97dq1qkVZdHS0yYsEEBERkW2rX64Ilr7eGFP71YFv0QJ67aNpzfbKL4dxPPReno+RiIgsn9kG6Jr2ab6+vqYeChEREZG2Ndufo5rhs641UMzNWa/9NK3Z3lpyHJdvxeX5OImIyHKZbYAu68tFYmKiqYdCREREpOVgb4ce9ctg07st8U47PxR01q/m7p6LUXj5p/34eE0gImKS8nycRERkecw2QG/Tpo1as3X06FFTD4WIiIjoKWzNRkRENhOgS+9ze3t7XLlyBRs2bDD1cIiIiIh0tmbbOLolutQuhXzZx+na1mwdf9iDuXuuICk5zRhDJSIiM2e2Abq/vz8+/vhjNYs+aNAgHDhwwNRDIiIiItLdmq2HP1aNbJqj1mxrjrM1GxGRrTPbAF1MnDgR3377LeLj49GqVSv069dPVXa/fv06Hj58aOrhERERET2lspd7jlqzTVx7Dt1/Yms2IiJbpl9VExOQ9PaM5D+qlStXqoehFVdTU1NzeXRERERE+rVm+zv4lpoll7Zr2QmN+rc1m38ZD4x5vjICfAsbZaxERGQezHYG/ck7xxJoZ/ycIQ8iIiIiU5C/X9pW/7c124Su1Q1qzTZ4bu62ZpO/ieIfpCA6IVk9828kIiLzY7Yz6IL/cRAREZG1tGbrWb8sOtcqhd8OhWHe3hDEP0zVqzXb3ktRqvjcyDaV4O3hYtB5L0XGYUvgTZy9fh/nI2IRm5Si/Zy7iyOqerujZulC6FirJCqVcMvR10ZERDYQoKens0gKERERWWdrNumj/uueK1h+OBwpabonJGS+Yt2pG9hyNgJ9G/rg1ZblVeV4XfZevK1uApwMj85yGwnWj4TcVY+5e0NQ18cTw1qUR4vKxXP89RERkZWmuBMRERFZq7xqzSZ91d/7/TRGLjmhMzjPjGwv+73/+2n2ZycissUAffHixepx7NgxUw6DiIiIyOSt2Zr7PVtrtouRsXh5xn5sCYx4pjFtDoxQx5H0eCIisqEAffDgwRgyZAiWLFny1OeGDh2qHsuWLTPJ2IiIiIiM2Zpt1sB6mD+0gVoTbmhrtiUHQjF03lH1sdwgxxky7wiDdCIiIzPbFPeFCxdi0aJFOHz4sKmHQkRERGQU9csXwW+vN8aPfevAt2gBvfaR1mzfbrnwWAG43CDHG7HoGNPdiYhsJUC3s/v39GlpT6+hIiIiIrJFOW3NlhdkJv3rjcEmOz8Rka0xaYDu7u6unm/cuGHKYRARERGZbWu2je+2wNtt/VDQ2TTNd2RNulSFJyIiKw/Q/fz8VK/zHTt2ICQkxJRDISIiIjJLrk4OGN6qAjaPaYkBTXzhaK9HyfdcNn8f/04jIrL6PugdOnTA0aNHkZSUhBo1aqB58+bw9vbWpr6Lv//+WxWLe5Y0sXnz5uXSiImIiIhMw7OAE97rWBWvNPbFzL8vY/1p42UgngiLxuVbcahUws1o5yQiskUmDdBHjRqFX3/9FTdv3sTDhw/VTHpGMrt+4cIF9XgWDNCJiIjI2lqz2dvnw58nrhvtvNK+rVI7BuhERFab4l64cGHs27cPbdq0UcF4xofGkx839EFERERkjW5GJxn1fGevxxj1fEREtsikM+iiXLly2L59OyIjI3Hq1ClER0cjOTlZpbVLeroE7/379zf1MImIiIjMhkxCnI+INeo5g2/GqvPK32dERGSlAbqGl5eXWpOuoVl3XqVKFQwaNMiEIyMiIiIyLwkPU3O973l25HyJyWkoYKJq8kREtsCkKe7ZYYo6ERER0dNS0kzzN1JyarpJzktEZCvM9hborl271HOpUqVMPRQiIiIis2KKVmvCycGs53aIiCye2QboLVu2NPUQiIiIiMySpJm7uzgaNc1dzufqZG+08xER2SLeBiUiIiKyMFKoraq3u1HPaZcPOH2VldyJiPISA3QiIiIiC1SzdCGjni8mMQUDfz2MQb8exv5LUawVRESUBxigExEREVmgDv4lTXLek+HRGLH4OHrPOoitZyOQls5AnYgotzBAJyIiIrJAfl5uqOvjabLzSx/28StPo+u0vVhz/BqSU9NMNhYiImvBAJ2IiIjIQg1rUd7UQ0D43URMXHsOHX7Yg0UHQpH4MNXUQyIislgM0ImIiIgsVIvKxdHB3xvm4HbsQ3y/5QLaf78bs3dexv3EZFMPiYjI4jBAJyIiIrJgH3WuhuJuznlybDnulD510KBcYb33uZ+Uglk7/0G773fjuy3ncSv2QZ6MjYjIGjFAJyIiIrJgHq5OmD2ovupTnpvkeHLc9jW8MG9YQ/z2emM8V7W43vsnJadh8YEwdJiyGxP/PIvwOwm5Oj4iImvEAJ2IiIjICgrGLRjWMNdm0uU4cjw5roZ/GQ9M7x+AP0c1w4u1S8JeGqPrISXtEdacuI4u0/aqonIXImJzZYxERNbIbAP0vXv3qseVK1dytH9oaKj2GERERETWToLpNaOaoeMzrkmX/eU4GYPzjCqWcMNXPWph07st0LthWTg76PfnpHRjk7ZsPWceUG3aToTde6ZxEhFZIweYqVatWiFfvnwYOXIkpk+fbvD+s2bNwg8//KCOkZrKaqJERERkG+nuk3vVRqdaJTF/XwhOhEXrvW+AryeGNi+vCs/po5SnKz55sTreeK4ilh4Mw8ojVxGvZwX3/Zei1EPaxEkl+uZ+xdTfbEREts5sA/Tc8OjRI1MPgYiIiMjoJMiWx+VbcdgSGIGz12MQfDMWsUkpj60xr1bSHTVLe6hK8JVKZD5jnp2iBZ0xun1lFWhLkL7kYBjuJehXwf1keDROLjmByl5uav/2Nbz1Tp0nIrJGVh2gm4vk5GQsXrwYq1atQmBgIO7duwdHR0eUKlUKTZo0wfDhw9VzTh0/fhx79uzBsWPHEBwcjKioKHUOJycnlCxZEo0aNcLgwYPx3HPPZZu1IMfRB29+EBERmT8Juiu1c9P+352YnIbk1HQ4OdjB1ck+V2et3fI74tWWFfBKE1/8eeI6Fu4Pxc2YJL32vRgZh/d+P4MZOy5jSPNy6FqnFJwc7HNtbERElsJqA/TExET1nD9/fpOOIzw8HJ06dUJQUNBTQfulS5fUY+HChRg1ahSmTZuWo/8oR48ejQMHDjz18YznkBsEPXv2VM+m/p4QERGR8cnfGAWcHVAgbzqyaeV3tEffRj7oUb+Mmr2ft/cKQqL0q+B+7V4iJq0Lwuyd/2BQ03LqGDJmIiJbYbX/4p08eVI9Fy1a1GRjSElJeSw49/f3x5gxY1C5cmXExcVh//79mDJlChISEjBjxgw12/3BBx8YfB5nZ2e0bNlSzcJXrVoV3t7eKFy4sJpJP3PmDObMmaOK5skMvp2dHVasWKHzePXq1cOCBQty/HUTEREROdrboUudUuhcqyR2XbiNuXuu4NyN+3rtGxX3EN9vvYBf9lxBv0Y+6N/YR62vJyKydmYRoF+9ejXLz0kgq+vzTwbEN27cUIHokSNH1J3i2rVrw1TWrVunDc4bN26Mffv2wd7+v3Stdu3aoUuXLupzMvbJkydj3LhxcHAw7LL89ddfWe7z/PPPq9n51q1b4/Dhw1i5ciU++ugjdbMgKwUKFECNGjUMGgMRERFRZuzs8qFNtRJoXbU4joTcxdw9IepZH7Jmfs6uf7Bofyherl8GrzQsDSa+E5E1M4sA3dfXN9PUblkrJSnZ8sipvn37wlQOHjyoff3hhx8+FpxrBAQEoHPnzvjzzz8RExOD8+fPo2bNmgadJ7uA3sXFBe+8844K0IXcKNAVoBMRERHlNvlbr1GFoupx7noM5u4Nwd/Bt/TaNyklTVWK/+NYGHrV9ETbGl4o4c4le0RkfcwiQNdVeOxZipFJcN6nTx+YiqwB1yhfvnyW21WoUCHTfXKTm9t/lVkfPHiQJ+cgIiIi0keN0h6Y2q8uQm7HY96+EGw+cxOp0ig9G6lpj3Doyl0cDrmL2mU90K2xI6qXKWKUMRMR2UyAXrZs2adm0KW4mnysYMGCaj11dmRbKX5WpEgRlZ798ssvo23btjAlWWuuERISgurVq2e63ZUrV7RfQ6VKlfJkLBnXnVepUiVPzkFERERkiPLFC+LLl/0xsnUlLDwQij+OX8PD1PRs95P5m1PhMfjj3BHUr1AMr7aooPq4s5c6EVk6swjQw8LCnvqYFDMTgwYNwvTp02GJZAb/k08+QWxsrFpf3rFjx6fS3E+dOoVNmzap1/369YO7u3uunDs9PV0ViZM18FKAbu3atdrgXNal63LhwgU0bNgQFy9eVLPtUmhPUvHlpod8TdIiLrdIgTvJkpBK87IO3xDFihVD8eLFc20sqampSEtLe+w9WSdea9vBa20beJ0tX7GCDhj/fCUMa+aD349exZrj1xD34Onr6GT3CA75/ptpd7IDjl2JUg//MoUwqGl5NK1kugLBlHv4e207zPFap6enq8lfU2Qem0WAbq29tiWwXbJkiQpqpQ1a/fr1VUs0Pz8/xMfHq49JFXdJa69bt656nRvr+SX7IDOSZv/HH39ku2b91q1b6qEhhffksX79enWjYfXq1apafG6QjIebN2+ie/fuBu87duxYVVQvt8g/BlKUMOPPn6EF+8gy8FrbDl5r28DrbF16+nuicxU37L8Upaq/xyb998e6o90jlHD57+9DmTBP+f8J97iYGPy06ST+8HRBu+peqOvjAfv/n/Ahy8Pfa9thjtc6KSlJ1QU7duyY0c9ttj/l0hZM5NaMsqlIlfYTJ06o4HvevHkqIyCjEiVK4PPPP8fw4cPh6uqaJ2OQH/CJEyfi7bfffmwtemZZC23atFEz/bVq1VLBs/yySMu6n3/+WRWwCw4OxnPPPYejR4+qpQlEREREuc3FyQHtanijZZUSOHzljiomdzdevzo9N6OTVNX3Taed0La6FxqWLwJHBwbqRGQZzDZA9/HxgTWQ2XGpQi8t1zLLCJCZ6qVLl6JcuXIqmH9W27ZtU+eUtIy7d++qWfrZs2dj0qRJKmV91qxZal1/ZmR23cPD46mPN2/eHG+++aa6ibBo0SI1ZskEkO2JiIiI8oqTgx1aVC6OJpWK4mRYNHYGRwDJSXrteyc+GSuOXMXmwAjV4q2ZXzHkd2STNiIyb/keWXoeuRlLSEhAhw4dtP3PJSV7yJAhKtVc1jNIr3YJnPfv36+Kmnz//fcYM2ZMro8jOjparTuXFA1pryZBe1ZBenbpJ1KATwJ9cf36dZQqVSpHY5K18XIszRp0KWInNylMvQb93r172vdSnNDU6TWUN3itbQevtW3gdbYdKSmp2Hc2FDuDIxF+NxHh8fmQnK5fYTi3/A7oUb8MejUoC09XpzwfKz0b/l7bDnO81hcuXECDBg20a9DPnTuXZcFvmw7QZd22rK+WomuGFBRr0aIFTGH8+PEq6BYLFy58Kr1d8wPZvn177Nq1S6WYSzq5pJfnNklPr1atmrYn+1dffZWj43z33Xd477331OvffvtNFbZ7lgBdw5g/9FmRnynJOtCQFP/cLIhH5oPX2nbwWtsGXmfbu9by5+vlW3FYfuoe9l+JNugY+R3t8HK9MhjctBy8PFzybKz0bPh7bTvM8VoHmTBWMfvbULIGetq0aVi+fLmauTX0foLMTJuiEqCMc/78+eq1FIXLLDgXcndI1qA3a9ZMpaVLIP/jjz/m+nikqJu0cLt8+bIq8pbTAF0T5AspHEdERERkbPL3nZ+XO6a/Ug6Xbidi3t4r2BF8S7Vfy86DlHT8digcK49cRadaJTG0RXmUL2Z4ZiERkc0F6DKbLOuyIyIi1HsLmuxX67Q1qRp16tTRua20MMuYTpFXJCVcAvSsqrzrg/1FiYiIyJxUL1UIP/Sti5CoeCzYF4KNp28iNT37vxllm3WnbmD96RtoW60EhrWooI5FRGRKZhugS5qDrJvOmO4gs80VKlQwi7SH7GRcN5HdDH7GdP28XG+hmfHOyfpzDanirlGyZMlcGRcRERHRs5JZ8M+7++PN1pWw6ECo6qUus+XZkfmf7UG31KNxhSJ4tWUF1C9XmJMSRGQSZhugS1syCc7lH0dpDSYp2QMHDnym4NKYpLiBtIiT9fKHDh1SQXpWwfeePXu0rw0tlKYvKRCnmTmXnn45IV+DJm3flGv7iYiIiLLi7eGCDzpVw2utKqhU9uWHwxH3QL/ljoeu3FUP/zIeeLVFebSsXBx2dgzUich4zLYp5ObNm9WzBOgbN25Ubb4sJTgXUvCtU6dO6vXNmzfx5ZdfZllh/f3339e+79y582OflzXp8j2Qh/Qyf5L0I5elANnNnGdcAy83Op4kRepiYmJ0zvK/+uqrqticePHFF1GmTBmd5yUiIiIylcIFnDGqrR+2jWuFd5+vjCIF9a/cHngtBm//dhIv/7QfG07fQGpa9jPxRERWPYMeGhqqgtKmTZuqAmqWaMKECar/eWJiogquT5w4oQJlTZu1w4cPY+rUqbh69aravk2bNqqiu6Ep59K6rUmTJiporl27tlprrgnMJfBesGAB7t+/rz7Wtm1bDB48+KnjSH9zWe8vj1atWqFy5coqA0Aq58u4f/nlF216u7Q2k8J9REREROauYH5HDG1eHv0b+ag15/P3heBGtH691P+5HY+PVgdi5o7LGNy8HLrVLc1e6kRkmwG6VDQXVapUgaWSsUuA3rdvX9y5cwcbNmxQj8y0bt0aq1atyvG5Dh48qB66SGA+c+ZMNbufGQnGly1bph5ZkfT4nPQsJyIiIjIlZ0d71QO9e0Bp/HUuEnP3XsE/t+L12vdGTBK+3BCMObv+wYAmvujdoKwK/ImIbCZAl/RpaauWlKTfHU5zJTPWUpl93rx52LJli+qpJ6nksh7dy8sL9evXV73EZeY6J8VIevfuDU9PT+zcuVOluks6vVSQl5T0QoUKoWLFiioLYcCAAfD398/yOJJmL7Pvsl5eZsqjoqJUFXpnZ2eUKFEC9erVQ48ePfDSSy/B3p53jomIiMgyOdjbqfZqHWp6Y++l25i7JwRnrmW9zC+ju/HJmLrtEubtDUGfhj7o39gHRQo65/mYich25Htkpr3LRo8ejenTp6tZ6IyVw8k6yI2KGjVqaN+fO3cO1atXN+mY5KZGxq4BltAtgHKG19p28FrbBl5n25EX11r+FD4edk8F3Qcu3zFo3/yOdngpoAwGNy2Hkp4uzzQOehx/r22HOV7rIBPGKmZbJE6Kwsnsrcyib9++3dTDISIiIiIrJBmM9csVwZxB9bHyzSZoX8ML+iY1Shs3qRLf6cc9+HhNIEJu65cyT0RkcQG6n58ffvzxR3VXU9Kz5S4GEREREVFeqVayEKb0qYN1bzfHS3VLw8Fev0g9Nf0R1p+6gW4z9mH0spM4d12/lHkiIosJ0MUbb7yhrUAua7XfffddHDhwQPUWJyIiIiLKC+WKFcSk7jWxZUxLvNLEFy56Vm6XhaN/B99C3zmH8Or8ozh85Y6abCIisvgicU8WIpN/3GRNujwMTVtKTU3N5dERERERkbXzKuSC9ztWxWstK+C3Q2FYdjgccQ/0+7vySMhd9ahZuhCGtaiA56oUh52d4QWBici2mO0MuuZuo+Y5Y4Vz+ZghDyIiIiKinPIs4IS32vph+/jnMPaFyijmpn/l9rPX76u09+4/7Vdp8Clp/7YSJiKyqAD9ySCdATcRERERmVIBZwcMblZepb5P6FodZQq76r3vldvxqpBc5x/3qsJyD1LS8nSsRGSZzDbFPT2ddxeJiIiIyPw4O9qjZ/2yqpDc9qBIzN0bgkuRcXrtezMmCV9tDMacXf9gQBNf9G5YFm752T6MiCxgBp2IiIiIyFw52Nuhg39JrB7ZFDMHBKBOWU+9972XkIxp2y+h/Xe7MXXbRdyJf5inYyUiy2C2M+hERERERJZAaiW1qFxcPU6E3VMz6vsvRem1b/zDVMzbG4KlB8PQLaA0hjQrh1Ke+qfOE5F1YYBORERERJRLAnwLq8eFiFgVeG87F4F0PUooPUxNx8ojV7H62DV09PfG0OblUbGEmzGGTERmhCnuRERERES5rIq3O77rXRvr32mBlwNKw8FevxZraemPsOH0Tbw0Yz/e/u0EAq/F5PlYich8MEAnIiIiIsojPkULYOJLNbF1bCsMbOoLFyd7vffddf42+v98CMPmHcHBf+6wmxGRDbCoFPf4+HicOXMGd+7cQVxcnN6V3gcOHJjnYyMiIiIiykoJ9/wY36EqhresgGWHwvHb4XDEJqXote/R0HvqUb1UIbzaojxaVy0BOzv9ZuSJyLJYRIC+bNkyzJgxA8eOHTP4zqEU7WCATkRERETmwMPVCW+2qYTBzcph1fFrWLw/FLfj9KvgHnTjPt5dfgrlihVQa9Q71SoJR3smxBJZE7MO0JOSktCrVy9s3rxZvdcVnEsgzrQfIiIiIrIErs4OGNS0HPo2LKvWnM/fF4KrdxP12jc0KgGf/nEWs/6+jEHNyqF7QBmDUueJyHyZdYA+bNgwbNq0Sb3Onz8/nnvuOYSGhuLChQvamXFJdQ8PD0dgYCBSUlLUxwsUKIDu3bur10RERERE5srJwR4v1yuDbnVLY3tQJObuuYKLkXF67Rtx/wG+2XQev+y+gv6NfdCnoQ/cXRzzfMxEZIMB+pEjR7BixQoVZFesWBHbtm2Dj48PRo0apQJ0sWDBAu32sbGx+PXXXzFp0iS1Vv327dtYuXIl3NzYnoKIiIiIzJu9XT68UNMbz9fwwv7Ld1SgfjI8Wq997yUkY8aOy2oWvleDshjYpByKujnn+ZiJKPeZ7aKVRYsWaV/Pnz9fBee6uLu7Y+zYsTh+/Di8vb3x119/YciQIUYYKRERERFR7pDJqeZ+xbBoeCMsHt4ILSoX03vfhIdpWLAvFM9P2Y0v1gfh+j39UuaJyHyYbYC+f/9+9VyhQgU0bdpU7/0qVaqkgntZj/7nn39qU+SJiIiIiCxJHR9PzBxQD6tHNkWHmt7Qt3B7cmo6Vh69is5T9+KDVWdw+ZZ+KfP6kr+z4x+kIDohWT2zDhSRDaS437x5U91BrFOnzmMfz7iuPDk5GU5OTk/t26ZNG1SvXh3BwcFYunQpOnXqZJQxExERERHltsre7vi2d2281baSmiFfd+o6UtKyD4rT0h9h05mb6tGqSnEMa1Eetct65mgMlyLjsCXwJs5ev4/zEbGPtYiTde9Vvd1Rs3QhdKxVEpVKcIkpkdUF6LKmXBQpUuSxj7u4uDy2TdGiRTPdv27duggKCsKJEyfyeKRERERERHmvbJEC+KxbDYxoXRGLD4Th92NXkZScpte+uy/cVo96voUxvGV5NK5YVK+Cynsv3sa8vSE618NLsH4k5K56zN0bgro+nupmQIvKxQ36+ojIjAN0V1dXVaFdKrNn5OHhoX0t1duzCtA1qTYRERF5PFIiIiIiIuMp7p4f4zpUUYH2ssPh6hGT+PjfzFk5HnZPPaqWdMerLcqjTTUvVaDuSTGJyfhqYzC2BBr+t7QE8yeXnEBHf2982Lma6v1ORBa+Br1MmTLq+e7du4993M/PT/v60KFDWe4v6e1ERERERNaqkKsTRrSuhL/GtcJ7HauguLv+ldvP34zF2BWn0W36Pvx54hpSUtO1n7sYGYuXZ+zPUXCe0ebACHUcSY8nIgsP0GvWrKlmwS9evPjYxxs0aKBNx/nll1+Qmpr61L7Sku3kyZNqu/LlyxttzERERERExubq5IABTcph65hWmPRSDfgWLaD3vmF3EjDhz3Po8MMeLD0YhjPXojF03lHcjnuYK2OT4wyZd4RBOpGlB+gtWrRQzxKg37t377GZ9WbNmqngXdaYd+3aFadOnVKp8Pfv38eSJUvQv39/7fYvvviiScZPRERERGRMjg52eCmgDNa+3Rzf96mtCrfp61bsA0zefB4Dfjn8WAG43CDHG7HomEqbJyILDdA7duyoZsAlEN+4ceNjn/vmm2+0s+hbt25FvXr1kD9/fhQuXBiDBw/WBvSyPn306NEmGT8RERERkSnImvLna3hj5ZtNMGdQPVUYTl951TFNZtK/3sglqEQWG6CXLVsWY8aMQa9evRAVFfXY5xo3boxff/0V9vb2KoDP7FGsWDGsW7cuyyJyRERERETWTCa0mlYqhgWvNsSS1xqhZeViJh2PrEmXqvBEZIFV3MV3332X5eeGDh2qAvUff/wRO3fuVH3T7ezs1JpzSWuXmXMJ0omIiIiIbJ30P/9pQD21Fnze3ivYejYC6Xk0W67L/H0hbL9GZKkBenaqVq2qCsUREREREVH2/LzcMLlXbbzV1g8L94dg7ckbSM5QwT2vnQiLxuVbcahUws1o5ySyJGab4k5ERERERHmjTGFXfNqlBraObQn/0oWMeu5nbd9GZM0YoBMRERER2ahibvnh4mTcpNqz12OMej4iS8IAnYiIiIjIRklx5fMRsUY9Z/DNWHVeIrLwNejx8fEIDw9HbGys6ntuaE91IiIiIiL6T8LD1Fzve54dOV9ichoKOFtUKEJkFGb/WxEXF4dp06Zh+fLluHjxosF326S9RGpqap6Nj4iIiIjIUqWkmWYmWwrTFXA2yamJzJpZB+gnT55Ely5dEBHxbyEJpsIQEREREeUeR/t8JjmvkwNX2hJZVIB+9+5dPP/88+pZw8HBARUqVECRIkXg6Oho0vEREREREVk6STN3d3E0apq7vV0+7Dp/C8/X8IYjA3UiywjQp0yZooJzSVF3c3PDV199hYEDB6JgwYKmHhoRERERkVWQv7WrervjSMh/k2J5LS39ET5cHYjvt15Aj3pl0KtBWRR3z2+08xOZM7MN0Ddv3qz9R2Pjxo1o1qyZqYdERERERGR1apYuZNQAXeNufDJ+3n0F8/aGoE21EujbyAd1fTzV3/9Etspsc0pCQ0PVL2fTpk0ZnBMRERER5ZEO/iVNev7U9Ef461wkBs89gp4zD2DN8Wt4kJJu0jERmYrZBujp6f/+UlapUsXUQyEiIiIislp+Xm5q5tocXIyMw8S159Bl2l78eeI6ouIemnpIREZltgF6mTJl1HNSUpKph0JEREREZNWGtSgPcyJF6/4OvoVJ685hzq7LOHzlLtLT2dGJrJ/ZBujt27dXbdWOHz8OS5ecnIy5c+eqqvTe3t5wdnZWxe4qV66MIUOG4ODBg890fPkeSVG9Pn36wN/fX3sOKa4n5xg0aBB27dqV4+Nv2bJFLTfQPCZOnPhM4yUiIiIi89KicnF08PfO03M09yuGXg3KwMXRXu99pMvyueuxGL3sJLpO34ffDoUh7oHxKs4TGZvZFol788038fPPP+PixYvYvn072rVrB0sUHh6OTp06ISgo6Kmg/dKlS+qxcOFCjBo1CtOmTctRUYzRo0fjwIEDT3084zkWL16Mnj17quf8+fWvkpmQkIARI0YYPCYiIiIisiwfda6GE6H3cDsP0sqLuznjqx7+8HB1wjvtKmPdqetYceQqrt5N1PsYYXcS8M2m85i2/RK61C6Fvo3KokJxt1wfK5Epme0Mup+fH3788Uc1iz5gwICnAlxLkJKS8lhwLrPbEowfOnQI27Ztw4QJE1CgQAH1uRkzZmDy5Mk5Oo/Mlrds2RIffvihCsDlhsaJEyewdetWdcxy5cqp7VatWoXBgwcbdOxPP/1U3WQoXrx4jsZGRERERJZBgufZg+qrvui5SY4nx5Xja94PaFIOG95pgdkD66FF5WIwZI4qKTkNK49eRbfp+/Hq/KP4OzgSqWksKkfWId8jiYDN2KJFi/DGG2+omeXXX38dPXr0QM2aNeHu7g5zt3r1ajVrLRo3box9+/bB3v7xlB4JpOVzEsx7eHggKioKDg6GJTakpqbq3EfW8bdu3RqHDx9W78+cOaNuFmRHxtawYUN17J9++gnDhw9XH//ss8+eOc1dblrUqFFD+/7cuXOoXr06TEmuwd27/7UYKVKkCBwdc/c/KDIPvNa2g9faNvA62w5ea+O4FBmHEYuO5cpMusycS3Auheh0uXo3QQXdUhgu7kEqnOweoZzbf2FKaFw+JKdnHcV7F8qv+qm/XK8MPAv8eyOALIM5/l4HmTBWMdsZdAlk5TF06FCVqv3gwQNMnz4dLVq0gKenp/bz2T0MDXZzU8a15TK7/WRwLgICAtC5c2f1OiYmBufPnzf4PNl9jS4uLnjnnXe07+VGQXbS0tJUQC7PH330ESpWrGjwuIiIiIjI8kgwvWZUM3R8xjXpsr8cJ7vgXJQtUgDjO1TFjveew4Su1Q1OXY+4/0Clvrf9bhc+WROIoBv3n2HkRKZjtmvQZWJfZs01zxnXZpv5pL+W3FjQKF8+68qYFSpUyHSf3CQF4zTkZkd2ZHnBqVOn1FKD999/X6XlExEREZFtkHT0yb1qo1Otkpi/LwQnwqL13jfA1xNDm5dXhecM5erkgJ71y6JbbW8cDg7D3ou3ceZajN77J6emY92pG+rhX8YDfRuWxfM1vOHoYLbzkkSWEaBnDMQtJSB/klRQ1wgJCckyLeLKlSvqWW5CVKpUKU/GsmLFCu3r7HrLh4WFqTR2MXv2bLXGnYiIiIhsjwTZ8rh8Kw5bAiNw9noMgm/GqjZoGrKmvFpJd9Qs7aEqwVcqkTuF2+Q48ohOeIi/QxKx6vhN3EvQfzIr8FqMeny/9QJ61CuDng3KooS7/sWSiUzBbAP09HTLL/TQt29ffPLJJ4iNjVXF2jp27PhUmrvMUm/atEm97tevX66trZfvn6xnl/UTUoBu7dq12uBc2r3pIlXbExMT0b9/f7V2PS9J8C83YKTSvKw/MUSxYsVytXidrOWXlP6M78k68VrbDl5r28DrbDt4rU3Ht3B+jGj1b+FhkZicpmarnRzs4Or0+N+3hv5Nl921ds/vgGHNfNWs/I7gW1hz7CrO3YjV+1hxiQ+xYO8/WLL/ClpVKY4e9cugdlnPZx4jWe/vdXp6uup8pU/msc0E6NagaNGiWLJkiQrUpQ1a/fr1VUs0SRuPj49XH5P+5ZLWXrduXfX6Wfn6+qqq65mRNPs//vhD55r1ZcuWqervUrDuhx9+QF6TIhA3b95E9+7dDd537NixGDduXK6NRf4xiIuL076XGwemrGFAeYfX2nbwWtsGXmfbwWttfpL+/2Gsa92gpBMadK2I8Dvx2HvxDk6E30Xqf7FdNh7hyrVITL4WiVKeLqp6fD3fInB2ZPq7KZnj73VSUpIqTH7s2DGjn5v/ouWxLl26qGroEnzPmzcPgwYNeuzzJUqUwOeff64Ksrm6uubJGOQHXKquv/3224+tRX/SvXv38O6776rXX3/9NVurEREREZFZ8ilaEAOKFkS3gFI49M8d7LsUhegE/Wfub0QnYfnhq1h78jqaVCyGZn7FUMyNyzrJ9Big5zGZHZfe5OvWrct0Lf2tW7ewdOlS1atcgvlnJf3V5ZySliHtCmSWXtaRT5o0CRcvXsSsWbNQsGDBTPeV2ejbt2+r1mqvvfbaM4+FiIiIiCgvueV3RPsa3mhTrQTOXr+vispdiozXe/+k5HT8HXwLO8/fQvVS7mq9fRUvd9jZGdCYnchWA3RJfZBq4idPnsSdO3fUe5kRllRySRGXfuK6ZoiNLSEhAR06dND2P3/vvfcwZMgQlWou6xmOHDmiAuf9+/ejW7du+P777zFmzJhnOqekz2f03HPPYeTIkWrduaTbSw90CdqfDNJ3796NBQsWqHHOmTMHdnbGSfWRmwhOTk6qiJ3cpDB0DbqkyOdmek3GbgGFCxc2eXoN5Q1ea9vBa20beJ1tB6+17cjJtW5TrBja1KmIkKh4rD52TRW1S0rRO/8dIbFx2HA+Dj5FCuDleqXRsVZJFHTmz5ct/l5HRUXh7NmzJjm3RfzEXb16VQWysj764cOHWW4nC/ml0Nqnn36KsmXLwtQkrVzTc/zJ9HYJStu1a6cC6Pbt22PXrl0YP3482rRpg1q1auXqOKRv/KJFi1CtWjUEBgbiq6++Ug8N+Z6+/vrr6rWkwdeuXRvGormecmMhqyr3xpSxiJ/8w+Do6GjS8VDe4bW2HbzWtoHX2XbwWtuOnF7ryiU98XFXT4xqXxXrT93A8iPhuHo3Ue/zXo5KxDdbLmHa31fQpXYp9GlYFhVzqTI9WcbvtZ2dnUkKxFlEgC5FzYYNG6YqoWfXbk0W88+fPx+rV69Wzy+99BJMRcYqY9AEn0+uPc/4Ayhr0Js1a6bS0hcuXKh6kOe2qlWrqhZuly9fVt+fjAG6fI+lirr8IkgQn7Elm0ZwcLD29blz57TbSDq8oTPfRERERER5Tdq/vdLEF/0a+eDgP3dUoC5r1fXt4JyUnIaVR6+qR8PyRdC3UVm0rFwcDvYsKkc2GqBLNfE+ffqosvua4FxSHho0aKCqlRcoUEClkUvfbqmwJ+nS4v79+2q/DRs2qNlpU5C15VJ0TdSpU0fntgEBAdrXFy5cyLMxSUq4BOhPVnnXzGJLSwwpVpedNWvWqIeQtHgG6ERERERkrmQ9uRSBk8fVuwkq4P7zxHXEPdC/ndeRkLvq4V0oP3o1KIuX65WBZwGnPB032SazDdClD7fMnGv64ElALr3EZVY8szUJEsT/+eefeP/99xEaGqqCTdlfZoZdXFyMPv6MY8yul1/GXpF5ud7ixo0b6jmrInFERERERNasbJECGN+hKka2qYTNZyKw7HA4Lt/6r8VXdiLuP8C07Zcwe9c/eKGmt5qdr16qUJ6OmWyL2eZnyMxsRESEKhhQr149VRiuZ8+eWQawsm6hR48eajvZXkh/bTmOKchMv7u7u3othe10Bel79uzRvs6r2WjJMNDMnEtPv4wGDx6sMhR0PWSNvMZnn32m/bjsS0RERERkSVydHNCjfhmseaspFgxriPY1vGBvQOX25NR0tb69z+yD6P/zIWw8fQMpqel5OmayDWYboG/cuFEbeC9fvhweHh567VeoUCFVTE5TaEDS3E1VWKBTp07aGwVffvllpttFR0erWX+Nzp07P/Z5WZMuNynkIUXnnnT06FF1UyK7mfOMa+AHDhxo8NdDRERERGRt1GRgucKY0qcOto5tiddaVUBhA1PXA6/F4MPVgWj3/S78tOMSbsWaprgYWQezTXGXQmTyCyPF0ypUqGDQvhUrVkSLFi3UrK8cx1QmTJig+p9Lur4E1ydOnFCBsqbN2uHDhzF16lRVpV5IBXdD18xL8TZp3dakSRO8+OKLqgK7rDXXBObyPZAsAlmXL9q2bctZbyIiIiKiJ3gVcsGotn54vVUFbDsXieWHwxF4/d+/ofVxNz4ZP+++grl7Q1Rf9r4NfRDg6/lYCzEiiw3Qpc+5JtjOCQnqJTjVHMcUqlSpogL0vn37qnHIbH5WM/qtW7fGqlWrcnyugwcPqocuEpjPnDnTaD3OiYiIiIgsjZODPTrXLqUe567HYPmRq9gSeBMpafqVf09Lf6QCfHn4ebmpQL1jLW+VVk+UHbP9KZHCbsnJyYiPj8/R/pr9TFEgLiOZsZbK7NIHfcuWLQgKCkJMTIxaS+/l5YX69eur3u1dunTJ0d213r17qz7nO3fuVKnukk4vFeSl8Jyk+8sNjqZNm2LAgAHw9/fPk6+RiIiIiMga1SjtgS9Le2DsC5Xxx/HrqgJ85H39U9gvRcbhf+vO4Ye/LqB7QBn0blgWZQq75umYybLle5Rdc3ETqVGjhkrfLlWqFK5du2bQvvIl+fj4qBRv6f9tyjR3ypzcqJBrrCHXqHr16iYdk9zU0LTqE0WKFFG94cn68FrbDl5r28DrbDt4rW2HuV7r1LR07Ll4G8sOheNo6L8tlQ0h83HN/Yqp6u+NKxRVLeBsnTle6yATxipmm+v83HPPqWeZEf7pp58M2nf27Nm4fv26et2qVas8GR8REREREdkWB3s7tKnmhXnDGuLPUc3Qu0FZuDj9W5xaHzI1uvdiFN5YdBxdpu3F0oNhiHvwX8tlIrMN0F955RXt6zFjxmDOnDl67ffrr7/i3Xff1b6X1G4iIiIiIqLcVLGEGz7pUh07xj+H9ztWhU8Rw1LXw+8mYvLm82jz7S58sT4I/xjQj52sl9kG6A0bNkSvXr1Uurr0EB85ciQCAgIwY8YMVQ1diq4lJSWpZ1l7LbPssp77jTfeUGkSsp5b9pfjEBERERER5QV3F0e80sQX699pgdkD66FF5WIqlV1fSclpam37SzP2Y9i8I/g7OFKl0pNtMtsicWL+/PkIDQ3FsWPH1PvTp09j9OjROvfRLKmXYF0KsxEREREREeU1WU/ezK+Yely7m4AVR6/izxPXEfcgVe9jyLp2eXgVyq/S57vXK43CBZzzdNxkXsx2Bl24urpi9+7dalZcZsQl+M7uIS3ERowYoVqsyf5ERERERETGVKZIAYzvUBU73nsOn3WtgUol3AzaXyrFT9t+Ce2+242P1wQi6Ib+/djJspn1DLqmTdqsWbMwbtw4tb5c2onJTLqksWtIlb/atWurXuLDhw9H+fLlTTpmIiIiIiIi6X3eo34ZvFyvNE6GR2PZ4XD8HXxL9UrXR3JqOtafuqEe/qULoW8jH7Sv4aV6tZN1MvsAXUOC7q+//lr7/v79+6rXecGCBVW/byIiIiIiInMk2cABvoXV41bsA6w6ehWrjl3DvYRkvY8ReP0+AlcH4rstF1TQ36tBWZRwz5+n4ybjs5gA/UkSlDMwJyIiIiIiSyJB9Vtt/fBaqwrYdi4Sy49cReC1GL33l6D+l91XMG9vCNpUK4G+DX0Q4OupbgKQ5bPYAJ2IiIiIiMhSSZp659ql1EPWmEv6+9azESqtXR+SJi8Bvjz8vNxUoN6xlrdKqyfLZdZF4oiIiIiIiKxd9VKF8OXL/tg+vhXeaeenqrgb4lJkHP637hzafrsL3205r6rIk2Wyitsrf/zxB9avX49bt26hePHi6NChA/r06WPqYREREREREelNWqq92rICBjcrhz0Xb2P54as4EnJX7/2lpdviA2FYcjAMzf2KqVn1JhWLqhZwZBnMNkCXYLtnz57qdbNm/9fefYBHUa19AH8hIfRO6E060pt0qRaKgApSRBEUvYBeEakWiigKKiAIAtIElSrgBSlKDVUgiChVASH03ksS2O/5n/vN3EnYni2zO//f88yTTXZ29szO7mbeOe95Tz0ZMWLEA+vcv39f2rZtKz/++GOSv3/77bcyefJkWbZsmWTMmDFgbSYiIiIiIkqpyIjU0uThvGr5++x1mfvrcfnP7pNyO/6eW4+32URiDp5XS5GcGaRDzSLSumoByZwujd/bTmGa4r548WLZtGmTbN68WapVq2Z3nU8//VSWLFlidz70mJgYefnllwPebiIiIiIiIl8pkSezvNeqnKzp30gGNC+rAm5PHLt4S0Yu3y9NRq2TD/+zVwX8ZF6mDdA3btyofkZFRamU9eTi4+Nl1KhRqlohlscee0zGjRsn/fr1k3Tp0qkgfcGCBbJz584gtJ6IiIiIiMh30PvduU5R+c+bj8qkLtWlQelo8aRwO3rf520/Lk+P3yQvT/tVVu89I4n33CtIR4Fj2hT3vXv3qp/ly5eXDBkevEq0YsUKuXz5sgrOW7VqpXrcNVWrVpWOHTvq6e7Vq1cPYMuJiIiIiIj8A+PJ65aMVguKwc3bHieLYuPU+HN3bT96SS0oRtf+kcLyTPWCavw7BZ9pe9BPnDihgu9SpUrZvf+XX37Rb6PX3Ahj1/Pnz69ub9u2zc8tJSIiIiIiCrxCOTNK32ZlZE3/xjKkdXkpmSezR48/c/WOfPHLIVX9/d2Fe9R0bxRcpg3Qr1//79iIrFmzOk2Bz5Url9SpUyfJfalTp1bj1pHmfvjw4QC0loiIiIiIKDjSR0VI2xqF5IfX68rMV2rKE+XzSoQHldsT7tlUEboOX22R5ydtkaW7T0p8onsF6cgiKe7oPYfExAdTNa5evapS4LEOKrzbkydPHvXz2rVrfm4pERERERFR8CE+qlY0h1rOXrsjC7YflwU74uTSzXi3t7HnxFXZs3CPfLbigAr629UoJHmzpvdru2/HJ8q9+zaPLiqEK9MG6NmyZZPz58+rVPfkUKEdU6zhDVi3bl27j9cC+4iICL+3lYiIiIiIyEzyZEknrzctJa82LC4//3lG5vx6XPbEXXH78Qjqp6w/LNNijkiTh/OoOdWrFc2ud6SmxKEz12XFnlPyx4mrcvjsVckZ+b8LCBcTo6R4nqxSoWBWaV4pv8dp+6HOtAF66dKl5dy5c7J161a5c+eOqsyuWbhwoX67fv36dh9/5swZ9TNnzpwBaC0REREREZH5REVGSMvKBdSCMebfbzsmK/84LfGJ7lVwR882AnwsCJY71iosLSrllwxRnoeSMQfPqYB/17HL/2tfapvkNMTg124nyK9HLqplaswRqVoku7z8aDF5tHRusQLTjkFv0qSJnqI+cOBA/e9btmyRefPmqSs3SGN3VKF99+7dap3ixYsHrM1ERERERERmVa5AVvno2YryS7+G8uZjpVQVd0/8dfa6fPDjXlVU7tMV+1UVeXdcuRUv/efvll6zY5ME5+7YdeyyetyA+bvVdsKdaQP0bt26Sfr0/x3rMH78eClatKgq/NaoUSM1Bzp0797dborF/v379R70KlWqBLjlRERERERE5oUp1V5pUFxW9GkgYztVkZrFPMs6xpRuszb/Iy3Gxkiv2Ttl06Hzcv++ze66B89ck2fHb5IVe06nqM3L95xW20F6fDgzbYBesGBBGTNmjKrEDnFxcapXPCEhQf1esmTJB6ZX08yfP1+/7aiIHBERERERkZVFRqSWJg/nlandHpHFb9RTc6KjIry7EKrFHDwvPWbtlKe+iJHZW47K9Tv/jde04LzbtO1y7vpdn7T33PW70nXar2EdpJs2QIdXX31VFi1aJJUqVVKBOhaMRe/QoYNs2LBBMmXK9MBjEMBPmTJF3Y6MjJSmTZsGoeVERERERESho0SezPJeq3Kypn8jGdiirBTJmcGjxx+/eEtGLT8gTUatk+H/+VN2/XNJen6zU40p96VrtxOkxzc7wjbd3bRF4jRt2rRRy82bN9V4dMx7niZNGofr3717V77//nt1GynyjuZRJyIiIiIioqQyp0sjz9cuqqq2bz18QeZsOyYxh86r3nJ33I6/J/O3x6nFX85dvysfL9snI5+rLOHG9AG6JmPGjGpxBb3qDRo0CEibiIiIiIiIwlHq1KmkbslotcRduiXzfj0ui2Lj1PhzM1i+57SqJh9u1d1NneJOREREREREwVUoRwbp26yMrOnfWIa2KS+l8ppjbvLpG49IuAmZHnTMhb5y5UrZtGmTKhh3+fJluXfvnqxZsybJehinfvv2bXUbqfDO0uGJiIiIiIjIPSgg92z1QvJMtYJq+jOkv6/ed1bNlR4Msf9cVlO/YX72cBESAfpnn30mo0aNkosXLyYJxO1NsXbp0iUpXLiwCuhr1qyp5k0nIiIiIiIi30AcVq1oDrWcvXZHFmw/Lgt2xMmlm4Ev3LZiz2kp+Vj4BOimTnFHRfYWLVrIgAEDVHCuVXLXpl6zJ2fOnNKlSxe1zq+//ip///13QNtMRERERERkFXmypJPXm5aSX/o1lE/aVZJMaQPbB/zHiSsSTkwdoPfo0UNWrFihgu20adPKa6+9JvPmzZPWrVs7fVznzp3128uXLw9AS4mIiIiIiKwrKjJCmlfMp4rLBdK+U9ecduCGGtMG6LGxsTJjxgyVPlGwYEHZtWuXfPXVV9KuXTv1uzN16tTRp1fbuHFjgFpMRERERERkXTfvJvp83nNX8Hy34u9JuDBtgI7gXLsSMnv2bClTpoxHj69cubJ6/P79+/3UQiIiIiIiItIk3AtOT3Z84n0JF6YN0NetW6d+li9f3qt5zbVe9pMnT/q8bURERERERJRUmojAprdroiJNG9Z6zLR7curUKZXeXqVKFa8enylTJvXz5s2bPm4ZERERERERJZcxbaRkSR/Yaa6zpE8jGaIiJFyYNkDHNGmQLl06rx5/48aNJIE6ERERERER+Q86WMvmyxLQ53w4fxa702+HKtMG6NHR0ernmTNnvHr8gQMHkmyHiIiIiIiI/KtCwawBfr5sEk5MG6CjKByKvG3dulXu3fOsKl9cXJzs3r1bXUmpUaOG39pIRERERERE/9OsYv4AP18+CSeBnUXeA08++aSsXr1aLly4ILNmzZKuXbu6/dj3339fBfUI0J944gm/tpPCx7lz52TMmDH672+99ZYUKFAgqG0i/+Cxtg4ea2vgcbYOHmvr4LEOXaXyZpaqRbLLrmOX3Vo/4eYV2bd1mf57ZMWWIumzu/XYakWzS8k8mSWcmDZAf+mll2T48OFy7do16dOnj1SoUEGqV6/u8nEffPCBCugRnOfPn186dOgQkPZS6Dt//rx8/vnn+u+dO3fmP4IwxWNtHTzW1sDjbB081tbBYx3aXn60mOyaHevWuok3r8r+1XP038sWry8Rbgbo3eoXk3Bj2hT3HDlyyIcffqjS3BGk169fX/r27SuxsbFy9+5dfT3cd/DgQZk+fbpKZx82bJh+H666pUkT2CqCREREREREVvZo6dx+Tz1vXjGfep5wY9oedOjVq5f89ddfMm7cOImPj1cBtzHVBcF79uxJr67gb1qae9u2bQPeZiIiIiIiIqt7p+XDEnv0kpy7/r/OVV/JnTmtDGr5sIQj0/aga8aOHStTp06VrFmzquBbC8CRwo5F+5u2ZMuWTWbMmCFDhw4Vs8DFBewDxsPny5dP0qZNq6Z/K126tBpbv2XLlhRtf+fOnSoFCOn8FStW1J8jc+bM6jm6dOki69atc7mdn376Sb1uLVq0kLJly0quXLlUBgIuglSrVk3efvttla1ARERERETkTLYMUfJVlxo+nxc9S/o0arvYfjgydQ+6plu3bvLcc8+pNPbly5eryu7Xr1/X70cw+sgjj0jLli3ltddekyxZAjv3njPHjh1TAe/evXsfCNoPHTqklpkzZ8obb7whX3zxhVdz+PXu3Vs2b978wN+Nz4Fx+e3atVM/7c0tn5iYqF4/e65cuSK7du1Sy/jx49U4/4EDB3rcTiIiIiIislbBuBkv15Qe3+zwSU967sxpVXCO7YarkAjQAT3O//73v9UCN2/elKtXr0rGjBlV77oZJSQkJAnO0buNgnfo1cYFhk2bNqmeb+wLAl8UtfMm8MUFigYNGkidOnVUzzd60DGGH8U1fv/9d5k0aZIcPXpUFixYIKlTp5a5c+fa3Q5ex4YNG0rNmjWlWLFiajsZMmSQU6dOyfr169UFErzmgwYNUpkK//rXv1L8GhERERERUfhCMP3DG/Xk42X7ZPme0ykacz6o5cNh23MecgF6cgjMsZjZjz/+qAfntWvXlo0bN0pERIR+/2OPPSatWrVS9yGYHzlypCqEFxnp2WFZtWqVw8cgrR69840bN5Zt27bJvHnz5J133lEXC4zw+IsXLyZpnxHaie0g1f3y5csyePBg6d69u8P1iYiIiIiIAEH1yOcqS4tK+WX6xiMS+497U7BpU6mhWns4FoQLyTHoKYUq78FiHFuOXmd7wSwCXi21HKnk+/fv9/h5XAX06dOnlzfffFP/HRcK7HEVbD/00ENqqAGgd/7AgQMet5WIiIiIiKwJQfbMV2rJojfqSfcGxaVW8ZySKV3SWCZTukj1d9yP9bC+VYLzkO5BdwXB7ujRo+XLL7+US5cuBaUNGAOuQcq4I8WLF7f7GF9CwTjNnTt3gr4dIiIiIiKyppJ5MkvJx/4bV+zeHSVVvvjffVNeqiGVK1cWqwq7AB1p2hjXPWHCBLlx40ZQ24Kx5pojR45IuXLl7K53+PBh9RMF4kqWLOmXthjHnZcpU8arbdy+fVul7QPGspcqVcpn7SMiIiIiIrK6sAnQz507J6NGjZLJkyfLrVu3kkzHFiwdO3aU9957T6XZY3x58+bNH0gj/+2339T0ZtCpUyefVaC/f/++SkPHGHgUoFuyZIkenGNcurswNv706dMqXR/7gHnpAZX1jb3p3kKBOxwrVJrHc3kiOjpacuf2XboLXjNjhXv87mmbKDTwWFsHj7U18DhbB4+1dfBYW4cZj/X9/29TMDKGTRWgYxqvKVOmSExMjKocjhckT548UqtWLTV9GgqdJYeq4iNGjFCp7FgfwZ4WlKOIXI8ePSRYMI/47NmzVaCOadBq1KihpkRDzzN69/E39PYjrb1q1arqdkoVLVpUTe1mD9LsFy1a5HLM+j///KPGmzuCAN8XbYWcOXOqY/3MM894/FjMy46ier6C90+FChWS/I6MDAo/PNbWwWNtDTzO1sFjbR081tZhxmN9+/Zt1aYdO3ZYN0BHsDV27Fh1W+v9hri4ODlx4oQsXLhQTVH26aef6vfhbwjAMcY8eWDeq1cvtU0EycGE6uexsbEqoJ02bZp06dIlyf24ADF8+HBVER1TmvkDAvKhQ4eqKepS0uuN1xJDB5599tkUV2+/ezfl8yDi4szx48fFV86ePfvA755W1KfQwGNtHTzW1sDjbB081tbBY20dZjzWp0+f9nns4q5UNmM0HCQffPCBCiBVg1KlShKgG/+Gn9pUZEgd//jjj/W/4yeCT0wFhkAe84CbAXrHsW9Tp05VKef2VK9eXd5//30VzKcUUsXxnEjLwJUn9NJ/9dVXcuHCBWnfvr1MnDhRzSnvDFJKDh48qG4nJibKyZMnZeXKleoCA1I9+vXrp6rSpwTGsrdp00bN/Y4edG/gsQUKFBBfwRcB9tfR7xQ+eKytg8faGnicrYPH2jp4rK3DzMd6x//3oGO4cOvWrQPzpLYgO3nypC0qKsqWOnVqfWncuLGtT58+tnfffdfWtWtXW+HChW2pUqVSS3R0tG369OnqNtbFz0yZMtnee+892+XLl21mcuPGDVv9+vVxtcEWERFh69+/v23//v22u3fv2q5evWr7+eefbfXq1VP3Yz8+//xzv7Tj0qVLtho1aqjnqVixou369etebef333+35ciRQ20HxyUllixZorbDhQsXLly4cOHChQsXLmZelixZYguUoAfoI0aM0IPtokWL2nbv3v3AOomJibbhw4fr66VJk0YP2J988knbiRMnbGbUt29f/aDOnDnT7joJCQm2Ro0aqXWwb/b23xf27dunt2XQoEFeb2fixIn6dlatWuX1dhigc+HChQsXLly4cOHCJRSWJQEM0IOe4t6sWTNZtWqVSlNHOjYKwjmCKufadGFYH8XXUIQtmJXaHcHLijHbGB+PonBayrg92O969eqp2ygiN2bMGL+0Ce1AFXZM5YZUeG8gHV1LK8e4eRT183ae+g0bNui/FypUSFV0JyIiIiIiCiaMOUctNE2DBg0kW7ZsAXnuoFda2LdvnwqwUSXPWXAOPXv21AN0BHOjR482ZXCuFTdAcA5VqlRxum61atX02wcOHPBbmzAtGQJ0R1Xe3d2GJiXbwRs8YOM4iIiIiIiIPIBZtoIhtQTZ5cuX1c9KlSq5XFdbB0F5nTp1fDoHtq8ZKw+6KnJgnOfPnxULUewNXBWJc2cbKd0OERERERERmSxAx3zgkDVrVpfrGqcIK1y4sJgZqshnyZJF3d66davTIN2Y6u1s/vGUViDUeryN8wx6asGCBfrtlGyHiIiIiIiITBage8vsvbepU6eWFi1a6OO2P/roI4cZBAMGDNB/b9myZZL7Z86cqTIGsGhT0Rlt375ddu3a5bLX2zj/+osvvvjAOpg6IPl8f8nFxMSoKfG0nn7UACAiIiIiIqIwGYMezgYPHqzm+75165YKrmNjY1WgXKxYMblz545s27ZNxo4dK8ePH1frN2nSRB5//HGPx/B37dpVpfw/9dRTUrlyZX2cOALzdevWyYwZM+Tq1avqb02bNpWXXnrJboCOedJxUQHtKFeunBonjgIJhw8flqVLl8r8+fPV/OravpUuXdoHrxIREREREREBA3Q/KlOmjArQ0dN84cIFFeRisadx48ZJ0sc9tWXLFrU4g8B8woQJqnffnvj4eFm8eLFaHEmfPr18+OGH0qdPH6/bSkRERERERCYO0JGqraVP+3p99PYGC3qsUZl92rRpsmLFCtm7d6+aYgwp4nnz5pUaNWqo6eNatWrlVUV69Hpnz55d1q5dq1LdkU6PCvIoPIdx/SVKlJC6devKCy+8IBUrVnS4nVGjRqnpA5DG/ueff6ptnDt3TgXzGE+PHnVcREB6fL58+VL4qhAREREREVFyQZ8HHQGgv6dKu3fvnl+3T0RERERERBQ2Pej+uk5g1nnSiYiIiIiIiEwVoD/66KMMoomIiIiIiMjygp7iTkREREREREQhPA86ERERERERUThhgE5ERERERERkAgzQyZKuXbsmc+fOlbfffltNL4fp6DAtXVRUlOTOnVsaNmyopp67ePFisJtKfjRgwABVA0Nb1q9fH+wmUQoZj6ezBZ9xCh/Hjx+XIUOGSPXq1SU6OlrSpUsnhQoVkvr166upVjF9KIUmfFbd/Vzzuzw8xMfHy9SpU+WJJ55QU/umTZtWMmXKJKVLl5auXbvKli1bgt1E8pE7d+7IxIkTpUmTJuq7G+fh+fPnl+bNm6vzdKviGHSypNWrV8tjjz3mcr1cuXLJt99+q/5JUHjZvXu31KhRQxITE/W/rVu3joFbiHO36CguzPEkPjyMHz9eBg0aJDdv3nS4zptvviljx44NaLvIN/CdvGHDBo+m78UFmwIFCvi1XeQfx44dkxYtWsjevXudrvfGG2/IF198wULTIezgwYPSunVr9dORxx9/XH744Qd1gcZKgl7FnShY0LvSqFEjqVatmrqNq7T379+XEydOyMKFC2XRokVy4cIFadWqlWzfvl0qVaoU7CaTj+A4v/rqqyo4R8bEuXPngt0k8rEePXpIz549Hd6fMWPGgLaH/OPDDz+U999/X90uVaqUdO/eXV14Q0YUMqB+++03Wbx4sQraKDTNmDHD6cUX2Ldvn7Rv317dRk8cg/PQlJCQkCQ4r1ixovTp00f1nF+/fl02bdokn3/+uXo/4MIceloHDhwY7GaTF3DehY6yuLg49Xu7du2kS5cu6pieOnVKvvnmG1mwYIH8/PPP0qFDB1m2bJlYCnrQiawmMTHR5TqLFy9Gdolann766YC0iwJjzJgx6riWKVPGNmjQIP04r1u3LthNoxTSjuWQIUOC3RTys9WrV+vH+8UXX7TFx8c7XPfu3bsBbRsFVv/+/fX3wuzZs4PdHPLSggUL9ONYu3Ztu+dqO3futKVJk0atky1bNltCQkJQ2kop06tXL5f/rwcPHqyvg/eGlfCSMllSRESEy3XatGmjrtrCxo0bA9AqCgSkPmo9bpMmTVLjnYgo9LJgkCUByG6aNm2apEmTxuH6/JyH93vhu+++U7eRBvvMM88Eu0nkJePYcgxbsXeuhqzHli1bqttXrlyR/fv3B7SNlHL37t1Tw0ehSJEi+jlZcoMHD5bChQur25988olYCQN0IicyZ86sF7Gg8NCrVy+5ceOGSqXCOGQiCj1Ie/zrr7/0Yo+RkRyxZ1Vr1qyRkydPqttt27aVDBkyBLtJlILicJpixYo5XK948eJ2H0OhAd/dV69eVbeR5u6o0ywiIkKvFxUbGytHjx4Vq2CATuQAilagkBiUKVMm2M0hH5g/f74ax5QjRw757LPPgt0cIvISxiYCCkRpvWlw6dIldfKHn2QNs2bN0m+/+OKLQW0LpYyWtQhHjhxxuN7hw4f1z3/JkiUD0jbyHeMMSXny5HG6bh7D/VbKZmWATmRw69YtdXI3evRo1buqVfju3bt3sJtGKYRUOFRyhpEjR6oK/RTeAdzDDz+setOQCYOTOGRNoFI/hb5t27apn0WLFlXH9/vvv5cKFSpIzpw5VbE4/MTJPi7E3b17N9jNJT9BNhSKAGqpspyFI7R17NhRsmTJov+fRip0cij8+NNPP6nbnTp10ten0GGsyK71pDty1XA/ikFaBXPCyPJmzpyp5tV0BBVC8U+AQlv//v3lzJkzUrduXXn55ZeD3Rzys+T/yP/++2+1oLcN9SXwuUelbwrNMccHDhxQt3GhDRfexo0b98B6hw4dkn79+qkADif02bJlC0JryZ8w/ZJW4b1z586ccivE4fM8e/ZsFahv3rxZzciADhJcdMPFGPwNVdyR1l61alV1m0JPiRIlVM0QVO2PiYlxum6M4X7UELIK9qATOVC5cmU1vdrHH3/Mf/ohDmlRU6dOVeNUURiOxzN8occcU7J8/fXX6rijtwXjld99913VqwpLlixRc6/i5IBCD3pUEKTDH3/8oYJzTJOJokNIbUcmFObNrlWrll54qlu3bkFuNfkD09vDD6a2xXjjV155RQ0zROZT7dq11VjkoUOHqu/4sWPHqu93V+nRZE6Y5rRx48bq9p49e2TOnDl215szZ476jtdgqj3LCHYZeaJgu3z5su2PP/5Qy/bt221z5sxR06rh41G8eHHb0qVLg91ESgFMr4Tp1HA8+/Xr98D9mN6D06yF1+fZkTNnztiqVKmiH+8vvvgioG0j34iLi9OPIZYMGTLYDhw48MB6t27dslWqVElfb9u2bUFpL/nvfZA6dWp1bGvVqhXs5pAP/2dj+tPo6Ogkn3PjUr16dduPP/4Y7KZSCmzdutUWGRmpjiemzRs+fLjt2LFjarrMY8eOqd/x96ioKP24N2nSxGYV7EEny0PaY/ny5dWCdCr0vi1atEhdmUeREvS0IR2WQtOIESNUOiym6hgyZEiwm0N+5iyNGb0tCxcu1KfjGj9+fABbRr6SLl26JL+jp81YXEqTPn16+eijj/Tf582bF5D2UWAgY0LLpEAvK4U+DFdo2rSpylxENgyGpmEaNdSRQOYMsqHq1asnO3fuVEOVUC+IQhMynCZPnqwyG5HNhqnWUEcCU2IW+f+p13Cf8RhrMytZAQN0IgdeeOEFadeunToBeP3111kVOAQhMMc/ei0YQ1oVWRum7tGmbcGY9FOnTgW7SeSh5Cdpjz/+uMN1mzRpok/BtmPHDr+3jQIHY5Uhbdq00r59+2A3h3wAKexape5p06apQnGYRQdBG4rB4bsbhT4bNWqEDGBVY+L3338PdrPJSxh69Ouvv8rTTz+d5PwsMjJSDXXYtWuXVK9eXf979uzZxSpYJI7ICfSeY2ouXNVduXIli8WFmDFjxqhiMgjKMC517ty5D6zz559/6rfXrl2rCsnBU089xYA+TKG6+/Lly9VtzJ+cP3/+YDeJPICALDo6Ws6fP69+L1SokNPedhSewudaW59CH3pQtUKQmGbPSifu4QoB9/Tp09VtFIVzlBWB4G348OGqJx0dKMhwxP96Ck0o9oesVcyadPr0aXXOVqBAAT1TCpkymnLlyolVMEAncgIngZpjx44FtS3kOW16JQxVQFVYV/BPX3P06FEG6GGKRQJDH07U1q9fr27bm4rJSLtf60mn8CoOx/T28HD27Fk9U7FKlSpO161WrZp+W5vRgUIbvp/tXWyNjY3Vbz/yyCNiFUxxJ3ICvWv25m0kovCYgo2956Hp0Ucf1W/jApwj165dkwsXLqjb6JWh0Ifxqlo2FC6iN2vWLNhNIh8wXkBDb6ozxhk4eOEtfN27d0/1rgOC9zp16ohVMEAncmLBggX67QoVKgS1LeQ5pL4hbc7ZYiwch7Ft2t+LFi0a1LaTfyAz4pdfflG3ixcvzqAtRD377LP6bcxz7gjuw+cZ6tevH5C2kX+tWLFCH66AYWcM0MJDjhw51Dhz2Lp1q9MgHdMoah566KGAtI8Cb9q0afrc56+99ppERESIVTBAJ8sGbnfu3HG6DsY0aeNU8Q+AJ3dE5rZ06VKnJ3VIoURghzFu0LNnzwC2jnypYsWKes8p5spds2bNA+tg3Pl7772nbqPIVNeuXQPeTvI9zn0enlKnTi0tWrRQt1G80zgDg9Hly5dlwIAB+u+oQUChn6Wa3Nq1a6V37956TYK3335brCQV5loLdiOIAg29o9evX1cn6yg0gp40pLDjb3/88Yd89913snnzZv3E7qefflJTf1B4Vo0dNmyY3oPesGHDYDeJUvC5RuojPte1a9dWv2OqLaQ4Y7wypnTR0p3xuV+9erUqOEah6dChQ1KzZk25cuWKKiiEk7nmzZurY759+3Y1g8OJEyfUuqgGjSmbKLQhOMuXL5+qL4KpUfH/msIHxpNjfDmKumrFWlFjAIVe0amybds2GTt2rN6rilka8D1OoQnFHRs0aKAuzKCuCP4f49guXrxYnYejCCAyKxCsV6pUSayEATpZEk7c3Sn6VrBgQVVVVJuWicIPA3Trfa4RwE+dOtXpnOkUGjZt2iRt27ZV2RGOCgK+++67SQpAUuiaNGmS9OjRQ90eNWqUmmaLwgsCbhR11S6mOtK4cWNZuHAhK/iHMHSMYZYkR8qVK6cCdasF58CBO2RJq1atUr3i6CXHXMg4ubt48aLqecmdO7dUrlxZpU0999xzkiFDhmA3l4jc8M0336ixiRi/iMJhOMFDkTCcBGgFZtAbg951Cg/IhNi7d6+MHz9elixZomoMYAgDellxse2NN95wWRGaQm/uc4xFff7554PdHPIDZCuiJx3jj1FvAJ9vZMmg1kDevHmlRo0aqvYA5snmjByhDRfKf/75Z5XxhCnWbty4oQo/VqxYUdq1ayedO3eWNGnSiBWxB52IiIiIiIjIBFgkjoiIiIiIiMgEGKATERERERERmQADdCIiIiIiIiITYIBOREREREREZAIM0ImIiIiIiIhMgAE6ERERERERkQkwQCciIiIiIiIyAQboRERERERERCbAAJ2IiIiIiIjIBBigExEREREREZkAA3QiIiIiIiIiE2CATkRERERERGQCDNCJiIiIiIiITIABOhEREREREZEJMEAnIiIiIiIiMgEG6EREREREREQmwACdiIiIiIiIyAQYoBMRERERERGZAAN0IiIiIiIiIhNggE5ERERERERkAgzQiYiIiIiIiEyAAToRERERERGRCTBAJyIiIiIiIjIBBuhEREREREREJsAAnYiIiJLo3bu3pEqVSjJkyCAnTpwIdnMoTOA9pS3k3MqVK6VLly5SqVIlyZEjh6RNm1a9bleuXBGzq1y5skRGRkrWrFmlZMmS0qpVK5kyZYrEx8d7vK3z589LlixZ1L53797dL+0lMhsG6ERkadeuXZN58+bJK6+8ok4qChQooE6EMmfOLIULF5amTZvKoEGDZOvWrU6307BhwyQnn8kXbK9o0aLSunVrGT9+vFy9etXudurWras/pk+fPm7tw8iRI5M8F353x1tvvaU/platWm49hsLfn3/+KRMmTFC333zzTSlYsKB+X+nSpdX7JW/evGKz2cRqrL7/FBivv/66NGvWTGbNmiV79uyRy5cvexXcBtO9e/fU/9e///5bli5dKq+99prUqVNHbt265dF2oqOj5e2331a3p0+fLjt37vRTi4nMgwE6EVkSThJGjBihguYOHTrItGnT5Pfff5dTp06pE6EbN25IXFycrFmzRj755BN1YoGT8zlz5nh1Yo7tHTt2TP7zn//Iv//9bxX84+QruUcffVS/HRMT49a2k6/nzeMaNGjg1mMo/PXv318SExMlY8aM0rdv3yT3PfXUU+rn2bNn5ddffxWrsfr+a/C9qV3c++eff4LdnLCye/du/QIZoPccF3ZfffVV6dWrl7qAbHb4n9qjRw/1s3jx4vrfY2NjZfLkyV5l9KAX/f79+9KvXz8ft5bIfCKD3QAiokA7fvy4OtFGz4QRguaKFSuqK/a4+n/mzBkVtONkHA4dOiSdOnVSgTuCGEdq1KghjzzyiP47AnqkJe7YsUP++usv9Tf0LCB98c6dO+rEyxgo44KAdqJ2/fp11fvuCE5YNm/enORv+B1/T53a8TVYPD/2zd6FAbIuvHdWrFihbiOdNGfOnEnux+fm888/V7fRK2a1zAur7z/5Hy7iapDVtXHjRsmUKZOEkoEDByb5/4f/cVOnTtU/N8je8gRS5f/1r3/JqFGjZP369bJ69WqV3UYUtmxERBZy9OhRW968edEFrpZUqVLZOnXqZPvzzz/trn///n3b9u3bbS+88IItderU6jFDhgx5YL0GDRro27R3v2bRokW2rFmz6uumTZvWFhcXp99/7do1W0REhH7/ihUrnO7Prl279HULFy6s38bfncF2tXWxX1euXHG6PllDy5Yt9c/FoUOHHrg/MTHRliNHDrVO+fLlbVZj9f3XFClSRP/+wHequ7TH8PTTsfbt2+uv0bhx42zhYM+ePfo+4f+vNw4fPqy+l7CNpk2b+ryNRGbCFHcisgykrrdr1071jEO6dOlk0aJF8t1330m5cuXsPgYpnOgRRzo6epzLly+fojY8/fTT6vk0d+/elYkTJ+q/o7e8SpUqbqerG+83piN78jgUIUIPBVkbsjt++uknPaMCxZ2Si4iIUGNjtbHqVktvtvr+k/8Zi8CVKFFCwoExzd3bInfFihWTxo0bq9voQcfnjyhcMUAnIstAepyxwMw333wjbdq0cfvxCM63bdsmjz32WIra0aJFCxUUa3Cy4e04dO1+jEt8+eWX9UDbkwCd488JZsyYoddXaN++vcP1UJHZXjquVVh9/8m/cNFWkz59egkHmA1Cg2Fd3nruueeSfF8RhSsG6ERkCbdv35Zx48bpvz/zzDNJ/tm7C4WzUGk9pVB0TnPkyBGHATrGrTs7ocH4REAvP06CateuneTv9mB72K6950spjN1HwT2MD8yTJ4/KUtCq1y9evFgPAI1V7zGm0BEU1vvqq6+kY8eO6gIJLkCkSZNGjY2uUKGCKkSEiybeTvGE1wEV/EuVKqWOLQoyoX7Axx9/rMbpm6Vne/DgwdKoUSPJly+fOmmPioqSXLlySbVq1dSFGWR4XLp0KUXPY8zscHbh6sknn1THwN0A1d7rjvoKOHYovIjxtVhq1qypsklQoC45XFh76aWXpGzZsuo44fjj9TC22RH0cmvPj/diSougebr/ZngNfPFZMr6O2JbmoYcesjtzhbPPtdHBgwdVETDsF14DFAPDBUzMnnHhwgWvXltkO2EGAuwnPtO4z/ieNsPxcCQlswOYeb98AcdQ27fvv/+eMylQ+Ap2jj0RUSDMmjUryfjHTZs2+XT77o5B17zzzjv6+mnSpEly38WLF/WxdljWrVtndxv79u3T1xk0aJD620cffaT/Dffbs379+iRj8C9cuGDzBYylr1q1apLXOfnSunVrNc7e+Ho52r++ffsmeR2cLR06dLDdvHnTo/GvOE5aXQF7S4ECBWxbtmyxBcvt27dtvXr1ctpG49KjRw+vn+v333/Xt1OmTBmX62MMqPbevXr1qkev+8iRI5PUWUi+PPHEE7Y7d+7oY76xX66OPdZzBGOktXUxdtoXY6w92X8zvAa++CwZX0d3Fnuf6+Svw1dffaXqcDjaRs6cOW07duzw+HNt77XFd49Zjocz7nw3uvtamGm/krfNW6j9oG0H9WGIwhGruBORJaxduzZJtXZf9IKnBOa11SQf/40eH/T8/PHHH3o6OnqcnaWp169fX/2sV69ekvvRC+LscRh7n7xStzcuXryoxgdqVeq1cYfoqUH6/f79+9W0VD/++KN069bNrW2iWj7O69Bjgt4fLGgrev3wfL/99pscPnxYrTt37lzV471s2bIkvUeOIJti2LBh+jhPtBO90njNtWEQJ0+eVL2lGzZsUNWUAwk9Wy1btlTT/Bnftzhe6EUH1FJA7ximBoSqVat6/Xy//PLLA+8lV9XMMTQjISFBVX13lhJvhCmWBgwYoG5jxgS8rhjXjffGvn371N9XrVqlpiLEuj179pQpU6aoGQmQJYL3M2YoQIbI0aNH9WOPHldj5Wh/83b/g/Ua+OKzhJ5tTPMFyNjADBPw4osv2p1pokCBAk5fh5kzZ6qeXUB7qlevrrJDDhw4oGYTQHvRNgwpwPeHO3UyPv30U/1zje8fZMMgswi9/1rWgxmORyCE637h+0kbf47vLbSVKOwE+woBEVEgFC9eXL/q3q5dO59v39Me9IoVK+rr16hR44H7X3/9df3+Jk2a2N0Gqs/jfvSwar146HWNiopSf8f99mi9f1h69uxp84XOnTvr20yXLp3t22+/fWAdVJYvUaKEWsfYa+aol2jUqFG2GTNm2M6fP+/weWNiYvRtYpk9e7ZbPTh4jRy1E9kV6D3X1q1QoYItPj7eFkifffaZ/vzlypWzrV27Vs0o4Kj3Gz3tqJTsLXwmtOcbP368y/WPHDmir//88887Xdf4uuO4o4qzvWNu3OfIyEjb6NGj1e2yZcvadu/enWRd9OL17t1bXz9Tpky2GzduBKwH3ZP9N8Nr4OvPki+quON1iI6OtjtTxYYNG2xZsmTR1x02bJhb28RrhlkyFi9e/MB6Wk+xGY6HM3Xq1NG3gdfBE2beL2MGR0q+TydPnmw3K4IonDBAJyJLwEmI9k996NChQQ3Qly1bluREauDAgQ+sM3/+fP3+jBkz2j2hKVSokLq/SpUqdk/wChYs+MBjEhIS1Pa0bc+bN8+WUsZUeyxz5sxxuO4///yT5MTbmzTO5BAgINjGth555BGH6yVP15w7d67DdTHtnvEiwrRp02yBVLJkSf0k++TJk35/vtKlS+v7+ssvv3iUaoppx/C+csT4muM4OZrSMPnFIyy5c+e2nT171u66CByM7Xb0XvZHgO7J/pvhNfD1Z8lXATouLjny5ZdfujXswrhNXKx0J6g18/EwXkzeuXOnR481834Z/++cOHHC5i1cSNK2U7RoUa+3Q2RmLBJHRGEP6ZrGYjjZsmULWluWLFkinTt31n9H+jdSC5MzFm67efOmxMbGJrkfKYdIW7WXkqz9fuLEiQcK0O3atUttz97zeGv69OlJit916NDB4bpFihSRt99+W3wJBb1QxEgr+uZOcTe8Rs7SkpFKrqXzwtdffy2BgtRhbagACnDlz5/fr8+H83pj0a+CBQu6neYNKE6HlGR3vPbaaw6nNAQUMDN65513JHfu3HbXRbqusdDj9u3bJZC82X+zvwbefJa89eqrr6rUa0eQOh8ZGakXknOnLW3btvX4O81MxyP5d7a7RQ3Nvl/ad5kGw4a8ZRw6gdcLhUmJwg3HoBNR2NPGSmpQxdafli9f/kD1Ycz9ipMa4xhtGD16tBQqVOiBbaACOsZl4sQUMA6wVq1a+v3GKu3JA3SMQx85cqQ+3hzzx9obf47K5Xnz5pWUMlZrNl58cATrDBkyxKPnOH78uHr9Dh06pF5LVOU3VvDVxkjib6jg7GocNU7+XenSpYs6PlqwggsbqGrsbzdu3NBv4/2yZcuWJFX/fe3q1atJZgpwtyYBxgaj2r1Wzdyd6foQQDmDauKerI9aDcnfA4Hizf6b4TXw9WfJW+3atXN6P8a1Yxw5vgO1i0jJX5vknF0cNOvx0Ny6dUtdFNSOBWpKpKQ+iFn2S4PpSbWx45iVAnVgcMHWU5i9QoML7/hfi/+XROGEAToRhb3kBYyMAZA/IJgzTmPmqE1ffPGFdO3a1eE66AnSAnQE1v369XNaIE6DEx8Ud8KJHtbDlDn2HueL3nM8x549e/TfUWzNFVwwwEmWO1Mobd26VRUkwgUJd6fUcWe72nR0rk5gcTEH7xf00mA/3XlcSuGiCQrCIZDC86L4Hk7c8V4xniT7ijGjIvmcxc6gABd63M6dOydLly6Vzz//3OVjXLU/e/bs+m0UBXNVaAwFFTWBnhbPm/0P5mvgr8+St1wF22AMUN05vph20FPBfE9+8sknqoAdCj7iu1krHorPoHZx0Ftm+6yhYB2KhCJDAAUJS5Ysqf534f8BMslQ4M+ded+Tfz8l//4iCgdMcSeisIfqw1qqJKDXKNAQ6KG3AGmxCMwRfDkLzsHYI4cUWlTUTR5o4yQnee8BTry01EZjQI6TcmMqrrs9fq56X+Pj4/Xf7WUD2ONOGjVS53GxAfvgyXy3yTMm7EEA7Aouchjbef78eQkEPC/mq0ZVebh79646WUdAg5NZVF3GrATG94Mvuftao9ozKs1rPf2ovu2Kq0rcxs+pO1W7jeujonogebP/wXoN/PlZ8pY7+2asvO7O8Y2OjvZ5O/z5nkRVdFRQR+CqBefPPPOMuhiY0u9ns33W8H8KQ6yQSo/vNmwD32NTp06VCRMmqO85d3Duc7ICBuhEZAnGVDptihl/Qfr2/xfh1Bec6KKnBKmwCLDcGQdv7OHGyZs27Rp6W7RUeUe94Np0a+ip0KbhQnohxsva2763kmcjuNv76mqYAY4RxlBqJ2O44IALG0jNPXv2rJ6Wqy1IR9e4E7i6205jSrs/g5XkmjdvrrIwkEaNQNCYWjp+/Hhp0qSJGp86ceLEFAfqydP28dp6Og4b8N52xZ0p8LxZN1g83f9gvAb+/ix5yx/H150eWLO/JxcvXizDhw9PMuzEG2bbL+1CEd57xou6nkr+/RSIYUdEgcYAnYgswTg/OOaBDQXojTYWCdJ6w52lt9v7u73HYbvu9CJ7GmhjHKU7XKUljh07Vi/s98QTT6ieF1zYwJy3SCtOly5dkvU9DZ69aae9uZ79CQW00LN2+vRp+eabb1TGhbGHEEUCkfrep0+fFD0Pes+Mr6cnac0YV6o9Fmne4cLdwDQU9t/fnyXy3u7du1WwivH1kyZNUtlPuEiCz7s2h3m4WLRokfquwncqLjr2799f9u7dq18gcrd4qzGTCb36xjHpROGCAToRWQLG8WpwMoTCW6HAmOboSYBuvCBh73G+SG/XgjtjGiqq6rrD1Xpr1qzRb3/44Yd6urcjxirk7sAQA1dw0njy5En992CdCCKIQlE79D4hWEcPG4Y2aMaNG6d6Qr2F3jPjhSB3j6HWe6V9tjDG2Z9jlr1lfH8aZ3NwNXQjXPbf358lSvn7ExdLkeUwc+ZM/e8zZsxw+/0aCowzYfTu3VsVMn344YcfuEDkivE7GUOQUGGeKNwwQCciS0DFYGOAldICPIFiTEPXKrdrgTam3zJWaDfCCZ/WQ66tb6z87ov0di24M06V5E52AlL9XY3n1tLy3SkmhWDKWKjOHdu2bXO5DoYEaL2JOAmsVKmSBBva0aZNG3WBSevRx4UEVOROCeMx1AoTeprmjYJ2mMHAjDUojENFXI1hxcUbT4pgmX3//fFZCoXhB6EINQ208eD47kk+TWaoZwtonn/+ea+3s3//fv22Gb6TifyBAToRWQLGJiKtU/PDDz+oxVNIzwtk77uxpxu9pAgstalqXE1/pPWiYwwqHofeV3vbTamGDRvqt7/77juX63/77bcu1zGOu3aVjo4iQ54WLXKnDbNmzdJvIx3YTGMdcbHJWJDP3fRQZxXJNZhay9/jsAMJFzK0CtR4L7m6mDF//vyw2n9/fJaMvZ6BLs4XznCsMLWc5uLFixIujNklmOLTW8bvJ+P3FlE4YYBORJaBMW+YW1bzwgsveDRuFIEx5iL/+eefJVBwsmac/uajjz7SewBd9YJrATzWx+M02J7xJDClunXrpt/etGmTLFiwwOG6GDf92WefudymMTPAWdCDYnnDhg0Tb+ZuX7hwodNemi+//FL//ZVXXhF/Qw+sVsnZlZ07d+o9SUiBR6poSmAstfEYegLvJ+1zhc9GSgpA+Ytx+j9jGnFySO/X5jYPl/33x2fJOP2ZMeWYxKd1Pcz2XkoJY7p+Si52GjPBjN9bROGEAToRWQbmWkXwiIAGUJwG6cIY32tMmzNCcItq2qhsjHQ6rfc6kIw95cuWLbP7d1fj0I2P81V6uwbBYadOnfTf8VrNmTPHbs9H06ZNVRotjoW7vZIoLLRq1Sq7Y2vRe49UUE9P+DAOF8fdXjsxlhjFtLQqyqh6jYs5jtL1ke6rLc6CP1dQMAm94j179lTT4dlLxcZJ7vfff6+qvGv39+3bN8XjMJHirg2JwHRhxmwLd6DaPOBYrFu3TszG+P7E8BZ72TPIMkFmCS6SuBqnHUr774/PknGObWcX5MhzxuED4TqlmLdDJM6dO6e+JyFv3rxezXtPFAr+N6khEZEFoDcJ46Rx0opgG9WaZ8+erRYUykKggvRh9GZiOjOMm0tegCvQ1bwRNGC+XCNU+zWeJNuDwBKpvcap1fwRoAOmzkGAgzGTuPCBgGjw4MEq4wDBDoI+BL444Wzbtq0ag75hw4YHUnCNRYSQbov10P4nn3xS9VLiYgBO7lCJWjtRQzCNiy44hu4aNWqUeg60E9PioYcVxZrwnsAFGWNvFioqexqweeO3335TQygwBzoWpK1jn1EICW1D7y4ucuB9qcGcySmt4m4cF6r1Hi9ZskR69Ojh9mPxeRo6dKjeS4tjYiYdOnRQmRt4/dArifcgXtvKlSurzzrGXeP1B+wHCnR5UizNzPvvj8/Ss88+q+bvBkz1Fxsbq7ZpnL4Q7x9fZuoQ4XtJu2jRsWNHu/87iMKCjYjIgq5fv2774IMPbNmyZcN/e7eWSpUq2RYvXmx3ew0aNNDXGzJkiE/bunfv3gfa0rJlS7cei/WSP3bfvn02fzh27JitcuXKTl/D1q1b265du2arU6eO/rfffvvN7va2bNliy5Url9PttWnTxnblyhVbly5d9L/NmDHD7vaMj4P333/flipVKofbzp8/v23Tpk1O9/nIkSNJHjNr1iyvXz+0x933YlRUlHqfJSQk2Hzl0KFD+uuB97OnChQooB5buHBhp6+7M0ePHtXXLVKkiMv1161bp6/vqs04VsWKFXP4mmLf3333Xdv9+/fVc2t/R5tSsv9meA18/VmCjh07Ot0e2pWS1yH596q97XmzTTO9J73d51DcL2+OU3JNmzbVt7Fnzx6vt0Nkdrz0RESWhJ7R999/X6UoI2UYc0yj9xxpc+gtxf1I+X388cfVeughQm86UuIDDT1dxvmv3Ulvd7QetlO2bFnxB7xe6H2eMmWKNGrUSD0XXkv8HT2MSCvGFGHIQDD26jsqcFa7dm3Vszdo0CCVLYDeOSzolXvuuedUTyW2p1U99tQHH3ygCv7h2JcoUUJtG9tC2iTG7KO4Xt26dZ1uw1jxGo9FFWZvoT3INJgwYYJKqUePJMb6ovccQwLy5cunxlyilxvvW/TYYh5gX8HUbS1atFC3kd2AMcnepFKjCrqxYrNZPPTQQ+p44fVD0T9t/ndk1WBYBjI8MA2Zt+m3Zt5/f3yWUBASC97zyPLwdLosss84XAXZHeHAuB/e9nofPXpUnzKwSZMmLmckIAplqRClB7sRRERkHagkjUAA46kx3hVTWgUiVdEfYzvffPNNNQ85DB8+XN577z0JZbhgoV2UwL6NHTvW7cdiijEtwMfFBlzYshKr7z/5BuoZaMVLMb4fwzFCHYZXaLVfMO0h6pB4asCAAWpoklaMkQXiKJyxB52IiAJq0aJFekVf9BKH8jjCtWvXqp84+cRY31BXp04dadasmbqNccueTPOEXi2twJgZpxvzN6vvP/mGcdYO1PUIB9u3b9dv58+f3+PHI6CfNGmSXpOFwTmFu9A9KyIiopCDCtnGXmZjde1QY6wojNRh4/RIoQy9VEidR8E6d6bE0yANXztxxpCQU6dOiZVYff/JN4xze6NY5Ndff62msjNOUxYKUIAVQ5lWrlwpb731VormLkcRUi3T6tNPP/VxS4nMhynuRETkE+3bt5d27dqpMan2xqNi6rDu3bvrU9qhpwi3A1UV39cp7vPmzVPVwTE1GsZru5o6LpQgGwAnxenTp1f7ZuzVIyL/wVR3qItw4cIFhxc5HdXtMAvMjoAZE+x9B8fExCSZAtSd9HjUSsDr8sorr6gLFkThjgE6ERH5BKapw9RU6EmuUqWKKsqFAA8nlJjK6e+//9bXReGzn376KaCpilaYX5iIQh9S21988UW7hRpDNUDH2HNk5OAiLRE5xwCdiIh8GqC7gmrks2bNkqZNm0ogMUAnolCB7ygMlcDFzbi4OLlx44YkJCSoFG9c+DSzTz75RE6fPq1mCsiTJ4+UK1dOzSjCSv9E7mGATkREPoFpcDBV08aNG+Xw4cMqRRNFxtBbnitXLtWr/uSTT6qeoWCcYDJAJyIiIrNjgE5ERERERERkAqziTkRERERERGQCDNCJiIiIiIiITIABOhEREREREZEJMEAnIiIiIiIiMgEG6EREREREREQmwACdiIiIiIiIyAQYoBMRERERERGZAAN0IiIiIiIiIhNggE5ERERERERkAgzQiYiIiIiIiEyAAToRERERERGRCTBAJyIiIiIiIjIBBuhEREREREREJsAAnYiIiIiIiMgEGKATERERERERmQADdCIiIiIiIiITYIBOREREREREZAIM0ImIiIiIiIhMgAE6ERERERERkQkwQCciIiIiIiIyAQboRERERERERCbAAJ2IiIiIiIjIBBigExEREREREZkAA3QiIiIiIiIiE2CATkRERERERGQCDNCJiIiIiIiITIABOhEREREREZEJMEAnIiIiIiIiMgEG6EREREREREQmwACdiIiIiIiISILv/wAMU5q+UhAnNgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s_values = np.linspace(3e-6, 9e-6, 6) # gap 3 - 9 um\n", "r3 = sl.measure_sweep(s_values, lambda sg: {\n", " \"f0_GHz\": sl.extract_f0_kappa(dataclasses.replace(cpw, s=sg), d=7e-3, Cc=6e-15)[0] / 1e9})\n", "\n", "for sg, f in zip(r3[\"value\"], r3[\"f0_GHz\"]):\n", " print(\"s = {:.1f} um f0 = {:.4f} GHz\".format(sg * 1e6, f))\n", "\n", "sl.plot_curves(\n", " r3[\"value\"] * 1e6, r3[\"f0_GHz\"],\n", " xlabel=sl.LABEL_CPW_GAP,\n", " ylabel=sl.LABEL_F0,\n", " fmt=\"o-\",\n", " color=sl.COLOR_PRIMARY,\n", ")\n" ] }, { "cell_type": "markdown", "id": "b7b96a3c", "metadata": {}, "source": [ "The gap moves $f_0$ by only tens of MHz across this range, while the length\n", "moved it by more than a GHz in Sweep 1.\n", "\n", "In a similar fashion, other parameters of geometry can be swept to reach target design parameters such as a desired frequency, without having to perform finite-element simulations. This concept is explored further in **Tutorial 7**." ] } ], "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": "3.9.6" } }, "nbformat": 4, "nbformat_minor": 5 }