{ "cells": [ { "cell_type": "markdown", "id": "56c5fd07-528b-4054-92a3-ce2115371d29", "metadata": {}, "source": [ "# Parallax effect\n", "\n", "This tutorial demonstrates the parallax effect observed at large incidence angles with low-Z sensor materials.\n", "\n", "It uses one of the reference images available in the pyFAI test suite: a diffraction frame of corundum taken at ID13 with an Eiger detector and a beam of energy 13.45 keV.\n", "\n", "## Initialization" ] }, { "cell_type": "code", "execution_count": 1, "id": "cf86e701-aedf-48a4-aee8-f05e5f8550cd", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:20.373304Z", "iopub.status.busy": "2026-09-15T09:42:20.373221Z", "iopub.status.idle": "2026-09-15T09:42:21.830560Z", "shell.execute_reply": "2026-09-15T09:42:21.829655Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI version 2026.9.0\n" ] } ], "source": [ "%matplotlib inline\n", "import time\n", "import copy\n", "from matplotlib.pyplot import subplots\n", "from scipy.sparse import csc_array\n", "import fabio\n", "import pyFAI\n", "from pyFAI.gui import jupyter\n", "from pyFAI.test.utilstest import UtilsTest\n", "from pyFAI.calibrant import get_calibrant\n", "import pyFAI.ext.parallax_raytracing\n", "\n", "kwargs = {\n", " \"npt\": 2000, # this is a lot of oversampling ... do not use with actual images.\n", " \"method\": (\n", " \"no\",\n", " \"histogram\",\n", " \"cython\",\n", " ), # without pixel splitting, results are correct despite ugly images.\n", " \"unit\": \"2th_deg\",\n", " \"radial_range\": (10, 40),\n", " \"dummy\": 4e9,\n", " \"delta_dummy\": 1e9,\n", "}\n", "\n", "print(f\"Using pyFAI version {pyFAI.version}\")\n", "start_time = time.perf_counter()" ] }, { "cell_type": "markdown", "id": "5b9fbbc1-3a4e-47cf-b8cb-1079f0c1993c", "metadata": {}, "source": [ "## Display the image and the powder diffraction pattern" ] }, { "cell_type": "code", "execution_count": 2, "id": "68f697f3-82e2-4deb-86d4-c2ac9db16f06", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:21.833245Z", "iopub.status.busy": "2026-09-15T09:42:21.832844Z", "iopub.status.idle": "2026-09-15T09:42:21.935329Z", "shell.execute_reply": "2026-09-15T09:42:21.934679Z" } }, "outputs": [ { "data": { "text/plain": [ "Detector Eiger 4M\t PixelSize= 75µm, 75µm\t BottomRight (3)\n", "Wavelength= 0.921816 Å\n", "SampleDetDist= 1.625582e-01 m\tPONI= 9.632499e-02, 8.636842e-02 m\trot1=0.004596 rot2=0.000846 rot3=-0.000000 rad\n", "DirectBeamDist= 162.560 mm\tCenter: x=1141.617, y=1286.167 pix\tTilt= 0.268° tiltPlanRotation= 169.572° λ= 0.922Å" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ai = pyFAI.load(UtilsTest.getimage(\"Eiger4M.poni\"))\n", "ai0 = copy.deepcopy(ai) # this integrator does not know about parallax effect !\n", "ai0" ] }, { "cell_type": "code", "execution_count": 3, "id": "3dd44315-6088-49f2-a309-8841a639cd23", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:21.937243Z", "iopub.status.busy": "2026-09-15T09:42:21.937028Z", "iopub.status.idle": "2026-09-15T09:42:21.939956Z", "shell.execute_reply": "2026-09-15T09:42:21.939392Z" } }, "outputs": [], "source": [ "alumine = get_calibrant(\"alpha_Al2O3\")\n", "alumine.wavelength = ai.wavelength" ] }, { "cell_type": "code", "execution_count": 4, "id": "f5d37ad4-efe2-4404-8395-399e660f0599", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:21.941753Z", "iopub.status.busy": "2026-09-15T09:42:21.941658Z", "iopub.status.idle": "2026-09-15T09:42:22.012623Z", "shell.execute_reply": "2026-09-15T09:42:22.011883Z" } }, "outputs": [ { "data": { "text/plain": [ "Detector Eiger 4M\t PixelSize= 75µm, 75µm\t BottomRight (3)\t Si,450µm\n", "Wavelength= 0.921816 Å\tParallax: µ= 41.085 cm⁻¹\n", "SampleDetDist= 1.625582e-01 m\tPONI= 9.632499e-02, 8.636842e-02 m\trot1=0.004596 rot2=0.000846 rot3=-0.000000 rad\n", "DirectBeamDist= 162.560 mm\tCenter: x=1141.617, y=1286.167 pix\tTilt= 0.268° tiltPlanRotation= 169.572° λ= 0.922Å" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Define sensor info to enable parallax:\n", "ai.enable_parallax(True, sensor_material=\"Si\", sensor_thickness=450e-6)\n", "ai" ] }, { "cell_type": "code", "execution_count": 5, "id": "7b6b90f9-d666-45ff-8cc7-23b4e3a08f4d", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:22.014131Z", "iopub.status.busy": "2026-09-15T09:42:22.014034Z", "iopub.status.idle": "2026-09-15T09:42:22.016914Z", "shell.execute_reply": "2026-09-15T09:42:22.016351Z" } }, "outputs": [ { "data": { "text/plain": [ "13.450000402192138" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ai.energy" ] }, { "cell_type": "code", "execution_count": 6, "id": "42884eff-5a12-4cb5-955e-7f1513c2bab2", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:22.018361Z", "iopub.status.busy": "2026-09-15T09:42:22.018270Z", "iopub.status.idle": "2026-09-15T09:42:24.049062Z", "shell.execute_reply": "2026-09-15T09:42:24.048416Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(1, 2, figsize=(10, 5))\n", "img_ref = fabio.open(UtilsTest.getimage(\"Eiger4M.edf\")).data\n", "jupyter.display(img_ref, ax=ax[0])\n", "jupyter.plot1d(ai0.integrate1d(img_ref, **kwargs), ax=ax[1], calibrant=alumine);" ] }, { "cell_type": "code", "execution_count": 7, "id": "c61b4ab6-8768-4454-bb74-252bfc090058", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:24.051480Z", "iopub.status.busy": "2026-09-15T09:42:24.051377Z", "iopub.status.idle": "2026-09-15T09:42:25.891722Z", "shell.execute_reply": "2026-09-15T09:42:25.890774Z" } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAA1EAAAHWCAYAAACWrwPjAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjIsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvgI3uAAAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3XecJFW58PFfVXXununJeTaH2ZwIC0vOCAiKES+KitecMaxeFUxgQL2vCgZESderXBQVEZccFxbYnGbz7sxOTp1z1/vHsMPOxq7OM/N8P5/e7ek+3XXqVE9PPXXOeY6i67qOEEIIIYQQQoiUqIWugBBCCCGEEEKMJRJECSGEEEIIIYQBEkQJIYQQQgghhAESRAkhhBBCCCGEARJECSGEEEIIIYQBEkQJIYQQQgghhAESRAkhhBBCCCGEARJECSGEEEIIIYQBEkQJIYQQQowhTz75JC0tLWzZsqXQVSkK0h6iECSIEkIIIYTIgNfr5b777uOqq66ipaWFm2+++Zjl1qxZQ0tLy8htwYIFnHXWWXzgAx/gN7/5DUNDQyltz+fz0draSigUSqu+jz76KC0tLWzfvj2t1xfCieqcaXsIkQ4JooQQQggh0hQMBpk5cyarVq3iXe96F62trXR1dR23bGtrK+985zt5+OGH+dOf/sRtt93GsmXL+NnPfsbUqVN58MEHT7rNiy66iG3btjF//vy06uz1emltbSUcDqf1+kI4UZ0zbQ8h0mEqdAWEEEIIIcYqu93OgQMHsFqt9PX1pfSa2tpaWlpaRn4+66yz+NjHPsa1117LddddR0NDAytWrDju610u16jXT3TSHqIQpCdKCCGEECJNiqJgtVozfh+LxcKvf/1rFEXhlltuOWHZY80B+utf/0pLSwt79+7lwQcf5IILLmDJkiV86lOfYmBgYKTcb3/7W774xS8C8La3vW1kaOGjjz46UiYSifDzn/+cSy65hIULF3LRRRfxm9/8Bl3XR9Xj4MGDfOxjH2PJkiVccMEF/PnPf2bLli20tLSwatWqY9btj3/8IxdddBFz587F5/OxYcOGkTrMmTOHJUuW8J73vIcnnngi5Tofb07U4OAg3/jGNzjrrLNYtGgRb3vb2/jHP/4xqkyq7SbEkaQnSgghhBCiCDQ0NLBs2TKeffZZIpHIcYOzY80B8ng8tLa28qtf/YpIJMJ3v/tdOjo6+OQnP0lrayuPP/44ANdeey0+n48vfvGL/PSnPx3pwWlsbAQgFApx8cUXs3v3br7zne+wePFiNm3axJe+9CVWr17N73//ewC6u7s5/fTTcbvd3HrrrVRVVXHffffx/PPP09raitfrPapuP/vZz0gkEtxyyy08/vjjJBIJZs+ezcMPPzxStre3lwcffJBLLrmERx55hLe85S0nrfOx2qO/v5/TTz+deDzOj370I5qbm3nooYd461vfyne+8x3+67/+y1C7CXEkCaKEEEIIIYrElClTePnll+nq6mLy5MmGX9/T0zMS6AD09fXx8Y9/nM2bNzN//nwqKipoaGgY2daRw+Buu+02Xn75ZdasWcPSpUsBOOWUU6isrOTqq6/mwx/+MGeddRbf/va36e3t5eWXX6apqQmAM888k2uuueaEdfvjH/8IwIoVK9B1HUVRRtWhpaWFs88+m71793Lrrbfylre85aR1PpZbbrmFvXv3jvSMASxfvhyfz8e3vvUtrrvuOqZNm5ZyuwlxJBnOJ4QQQghRJMxmMwCxWCyt17/73e8e9fNpp50GQGtra0qv//Of/8zixYtHAqhDrrjiCiwWC//617+A4Wx555xzzkgAdch73vOe4773e9/73lE/K4oCwFNPPcX111/Pqaeeypw5c2hpaeGFF17IKHvgP//5T04//fSjAq4PfvCDJJPJUcMXIfN2ExOP9EQJIYQQQhSJ7u5uAGpqatJ6fXNz86ifKyoqAFJOerF//37MZvNI74uu6yO3RCIxknmwq6uL884776jXHxlUHW7SpElHPXbffffx/ve/n49//OP84Ac/oLa2Fk3T+Na3vsU///nPlOp8LB0dHZx66qlHPX6od6+jo2PU45m2m5h4JIgSQgghhCgCkUiENWvWMH/+fEpLS9N6D03Tjvn4kUkhjqekpIS5c+dy5513HvN5t9sNDGfEGxwcPOr5Yz12iM1mO+qxn/70pyxfvpw77rhj1ON+vz+l+h5PSUnJMevS398/8vzhMm03MfFIECWEEEIIUQR+9rOfMTQ0xA9+8IOcbudQMBOPx4967oILLuCJJ56gsbHxqEDjcGeccQavvPLKUQkwnnvuOUN18fl8TJ06ddRjAwMDR73Piep8LGeeeSbPPvssPp9v1H4cyvp3ohTyQqRC5kQJIYQQQhTQgQMH+NKXvsTXvvY1PvjBD/KRj3wkp9ubPn06AOvXrz/quW9/+9vE43He/e5309bWNvJ4d3c33/3ud3n55ZcB+MpXvkJPTw+f+9znRuZvPf7448d8zxM599xzWbVqFRs3bgRgaGiIG2644ahkDieq87GsXLkSv9/Pf/7nfxIMBgFYvXo13/3udzn//PM555xzDNVTiCNJECWEEEIIkYFDaxedccYZAPzpT38aWcvo8PWSDvnud79LS0sLs2bNoqamhoULF7J161b++te/cvfdd48kXMiVBQsW8NGPfpSPf/zjTJ06ddSaSzNnzuTll19G0zRmzJhBfX09VVVVLF26lFgsxpw5c4Dhnpw//elP/O1vf6O0tJS6ujruvvtuVq5cCbyZIONkfvjDH3LOOeewdOlSmpubmTdvHtdddx3Lli1Luc7Hcvrpp/PPf/6TTZs2UVZWRl1dHeeffz5XXnnlqJTqQqRL0WWwpxBCCCFE2vbt20c4HD7mc4cPiwsGgxw4cGDkObPZTGlpKVVVVYYCJ7/fT3t7O1OmTBkZ5ubxeOjs7GTatGlYLJaRsrFYjN27d1NXV0dZWdlR79PV1UU8Hj/m8L1wOExnZyfl5eVHvfaQZDJJW1sbbrebsrIyHnroId7xjnfwwgsvjAyZO17dDufz+RgcHKSxsRFN0+ju7sbj8TBr1qyT1vlY7XG43t5efD4fDQ0NRz2fTrsJARJECSGEEEKILPn4xz/OPffcQ09PDy6Xq9DVESJnZDifEEIIIYQw7Pvf/z4HDx4EhrPYPfDAA/z+97/nox/9qARQYtyT7HxCCCGEEMKwhoYGVqxYQTQaxev1oigKn/rUp7j11lsLXTUhck6G8wkhhBBCiLT19/fj9/tpbGzEZJLr82JikCBKCCGEEEIIIQyQOVFCCCGEEEIIYYD0uQohhBB5kkwm6ejooKSkJOdrAQkhhBhN1/WRdPeqmllfkgRRQgghRJ50dHTQ3Nxc6GoIIcSE1tbWRlNTU0bvIUGUEEIIkSeHFjNta2ujtLS0wLURQoiJxev10tzcfNTC0umQIEoIIYTIk0ND+EpLSyWIEkKIAsnGcGpJLCGEEEIIIYQQBkgQJYQQQgghhBAGSBAlhBBCCCGEEAZIECWEEEIIIYQQBkgQJYQQQgghhBAGjOvsfLKooRBCFEY2FzQUQgghis24DqJkUUMhhCisbCxoKIQQQhSbcR1EvbmQlvLGLX9cFo1zZpXzTKuHYCyW122nw6KYmOKopDvsxZMIZe193U4LS2eW0tkbo/WgFx09a+9djBSgxKZRU2qhwmXGblIIxWAoGKPfH8cbihNLJgtdzZxTUHBYNCqcJipdZkpsKkkdhkJx+n0x+v0xYsnx/VkAqCu3sWhKGdvbvezvDWbtfR2qlUn2MtpCgwSS0ay9b3bpgJ6VBQ2FEEKIYjOug6g3h/DlN4iymTUunFvNc629BGOJvG47HW6TnUabmz3BPsLJONmor6YqLJ5SRkWJhZe29ROIxN94prjbwigFcFo16t0W6t1mzCbwhZN0e+JsbgsSiiWOETaOrzY4Fh0IRBMEognaBiMAmFSVMoeJereVlnoHJlWlLxCjYzBCfyBOYhwGVV2DEfq9vZw6o4LpDSW8tK2PcDTzIDqYjLIr2M8MRxX9sQC9UX8WapsLugylFkIIMS6N6yCqEMyqysUtpby0a4jBUKLQ1TmpOmsppSYLrf4eEmSnh6TMZebU2WXs7wizds/guOt7MqkKFS4TUyqtlNhMBCNJOj0xXt0XIBQr/mNeKPFkkj5/lD7/cM+JpiiUO800llmZ0+AknkzQ7Y3RORglkIVAo1jEEkleau2jrszOJYvr2LhviH09mfdKxfUErYEeJtvLsNvLaQsNjfueXiGEEKJYSBCVRaqicO7sCjZ2BOj1hwtdnRNSUJhiryChJ9gZ6M/KyZeiKCyYXEpDhZ0XtvTiD4+fgMKiKTSWWWmqsKBpCv2+JDu7wnjCAZK6nLimI6Hro4Iqq0mlzm1hyaRSNHOSQV+CA/0RPKH4uAgNuoZC/Ov1CEtnlNFUbWdN6yDReGbBoo7OvtAgtZYSZjqr2R3sI6GPnwBUCCGEKFYSRGWJAiyfVkHnUJD9/dmbU5QLJkVlmqOKwViA3mggK+/psGqcNa+Kzv4wq9Z1j4vAwqIpNJRbaaqwoikqXYMxXt8XeGOIpsi2SDzJ/v4w+/vDaIpCTYmFltoSSuwqff4Ie/vCYz6giiWSvNI6QHOlk0uW1PLqzgG6hyIZv2931Ec4GWOWs4bdwV6iSfmMCiGEELkkQVSWzG8sJZmMsaUze5PHc8GqmpjhqOZAeABfPPOTN4BJNXYWTi5n9bZ++v3Zec9CURWFOreZSVUWXJqFtsEor+3xE47LSWk+JXSdTm+ETm8ETVGoclmZU+fCYkvS64mzry9McAwP+WvrD9DrDbNiTiX1lRE27vFmfOHBEw8TDfYzy1nD3mA/gUSxJpwQQgghxj4JorJgcoWD2hITT7UOFroqJ+TQrEx3lLMz0PtGAonMmFSFU2dVoCoKj63tJJ4Yu30EbruJaTVWyh0Wej1xNh0IEijayfoTS0LX6faF6faF0VSFhlIbSye7MKkqu3uDdAzFxmRSinAswVMbe5jTXMoli+t4fmsPgUhmwXooGaPV38MsZyVtYR/eeHH3igshhBBjlQRRGap0WFjQ5ODfWwaKegib22Sj0VbKdn8vMT3zXpVSu4lz5tWwvd3P7i7vmBxiZVIVmiusTKmyEYnCzp4g6/cHx9Tk/OHEZwoWTUFVdXRFA0VDVRRKzEk0NQHK8P7oukokZiKUAJ0ESjIBuk40oQx/dvXi3/NEUqdtKETbUAibSWVKlY0LZrsYDMbY3h0cc/PwdGBrm5eewSgXLqxn7Z5+2jMcDhzTE2z39zHdUYFVVbM2ZFcIIYQQb5IgKgN2s4mzZ7l5fOsgsUTxDi2qMjupsJTQGujJyqTzSTV25k8q44UtfQyFxt6QIZdVY1adnTKHiYMDcV7c6SVaZMdPYfgE22pScJfYqHCA2eqg1KKjWkzYgbBmpRwvXbEKHJYA1nCAUNJNV1wnqUOZJYJJjaIwHFjomAnE7AQTKm7NRLkSxOII0x2voIIENmuQvmgZ5eog3REX1qSXvqBKKBInHI7iCyeJxZIkiuRiQTieZHtXkNauEFUuMwuanFg02NkdpssTZSx1TvX5wzy2tpMVc6qoKrNkPLwvQZKdwX6mOqrQFI2uiDeLtRXCoEAAXK7h+34/OJ2FrU+hZKMd8tmWRraVzXqNlc9LoeuZ7vZTed3hZYy+fzYV6jOYIgmi0qQpCufPLuOl3V4C0cyHxuVKrdVFqWZhZ6A74x4WVVFYNK2MEpuZVeu6iRdZ4HEiClDuMjGn3oGKyo6uMOv2Bwre66QqCjaLSqnTTLnLQqnDgtNqQtPjPLt1CIdVp67ERiASoc8f5EAkTjCeQE/oxEdOsj2HveOJeh1CwLFOpt98jYIHTQWzFsRmBYfZjNVuoq7Ggd1iQTVraKpOIp7EG4ox4I8x5I8RCMULdiFBR6fXH6V3VxS7WWNGjY2WejsdQ1F294SJjZFhptFEgmc2dzNvkpvzF1XzwpY+IrH021RHZ0+wl8k2N5PsZRwIDWWvskIIIcQEJ0FUGhTgjOll7OwJ0eMr3kQKddYy7JqZXcG+jIMFm1nl7PlVtPeGWb977Kz9dChRxJwGO4N+nY0HgvgihQl6VUXBYdOoKLFS6bZQ5rBgViEU1Rnwhxn0xWjvCRGKxom/0Y0SjcNgIH9z7XR04kmIJ2OEYjBIDAZhz2FlFBTMJhWXXaPMYWV6rYtSpwlFVYnH4wz6o/QMRRj0xzJO4W1UKJZg08EAWofC5EobZ88sYzAUYWtHOKOAJF90YPMBD31eG+cvquHl7f0M+WMZvef+sIcmWznNtiraw9lZzkAIIYSY6CSISkNLnYtEMsnOnuKdazDZ5iZJkr3B3ozfq9xl4cw5lby+c5CuoeJe/+oQVYEpVVZmVDs4OBTjxR35z7CnqQrlLjP1FXYqS22YNQiGk/R4IuztCOAPeYgni//E/kg6OtF4ggFfggFfFLqHH1cY7lWrcFmoK7czp7kcRYNQOErXYITuoQjhSH5SlCd0nT19Ifb2hal3Wzh1chnxRIzNHQH8keJv866hMM9t6uPc+dVsbfewvzuzrJ/t4UFqLE5mOMrZFRyUQEoIIYTIkARRBlW7hhMR/HtLf6GrclxT7GUk9CRt4cznQUyqtjN/sptnN/bhj2R2RTwfVAWmVFuZUWPj4ECcp7d7iOUpUFEVhVKnieYqO1WlNlRVYdAXo2sgxI52P5FxniZdRycUTXBwIMTBgeHkCKqi4LKZqCu3s2x6BVarRiAco6s/SOdghEiO19zS0enwROjwRKhyWTh1agnheIJNbcGiD6aCkTiPr+vizDlVlDnMbNznIZPpaD1vJJiY6axgZ2BAAikhhBAiAxJEGWA3a6yYUcpjRZyJb4qjnHgySXuGAZQCzJ/iprLEwuPreoo6cQYc1vNUa6O9P8ZTW3156eUxm1TqK2w0VNlxWkz4gnE6+kO0tvUVXbKKQkjqOt5QDG8oxo4O70hQ1VhpZ3lLCaqmM+CNcqAniCcQy+nvVZ8/ytPboyPBVCiaYFN7iEC0eIPbeFLn+S29LJhSxtnzqnhpa//IUM909EQD6MAsVyU7/DK0TwghhEiXBFEpUhWFs2dWsHq3l3COr56n680AynPywiegKgpnzKkkFE7y3Oa+og0YYTjYqy8zM6vWRa83ytNbfTnvebJZNBqr7UyucoKu0DkYYsseL/5wTE5JT2IkqGqPsa3di0lVqXZbaWlw43SpDPhjtHcH6fdGcpYF8PBgatnkUrzRKNsOBonEi/Po6cDGfUNMrSnhosV1PLu5m1AGCw0PpzxXmOmqZKcEUkIIIURaJIhK0bJJJXQMhegu0kQS2QqgTJrChQtr2N0VYFdncS82W+E0sbCpBF84zupdHiI57PmxmlWaaxw0VNnRdWjvCfLilr5xP0Qv1+LJJJ2DIToHQyiKQrnTzLRaF6dMK6c3GGVPp49BX27Slff5ozy/M0pDmZWzZpRx0BNmZ3e4aBfu3dvjIxCOc+7Cal7ZNsBgIP3htb1RP6BLj5TID02Dt7zlzfsTVTbaIZ9taWRb2azXWPm8FLqe6W4/lddpGlx6KaxdC8uWFe44FOozmCJF14u4myFDXq8Xt9sNqAz3WaSnudzG7Do7T24bKsqTjSn2MuK6nnEA5bCqnDu/mg37PHT0F28CCbtZZdEkJwoqG9sCOUsxr6kKDRV2Jtc7sKka+3tC7O/15z3j3EQ0nJLewtR6J9Uldjo9QfZ0+PGFcnOsVUVhWpWdKdUWWjuDtA9Gi/A3fVipzcxZi6pYs22APm9mF3WqLU7KzbYczZHSgSQej4fS0tIsv/fYdejvkrSLEELkXza/g6Un6iScFo1TJrv456binIg92eYmoWc+B6rEbubMBZW8vs1Dj684AyhNVWipt1FbYmNDW4D+QG4W+i11mJjdWIrbZaF7IMy6HUMECpQWfaLSgQF/lIGdUVRliNoyG4unlWMyK+zrDNLWG8hobtCRkrrOrt4g+wfCzGuwM6XawcY2P54cBW2Z8IZjPPl6N5curmft/gHae0Npv1dvNIACkrVPCCGEMEiCqBNQFYVzZpbzwi5vUSYJqLWWkUDPOICqLDVz/pxaHtvQiT9cnMPT6t1m5jc62NMb4ent2V+nSlMU6qvszG4oJRJLsOOgj95dg4zjjtoxI6nrI0P+rCaNabUlnLuwjqFAmB3tvqz2TsUSSda3BSixmlg6uRRfOMbGdn9WA7ZsiMST/GtdF6fPdeMym9nekf53wKGsfU22CtrCxZt1VAghhCgmaqErUMwWNbloG4rQ689Nj0cmaq0unJqZg5kGUG4ri2a7+de67qIMoOxmleXTS2musPNsq4/dveGsBlBWs8qCyW4uWlKD22Hmxa29vLC1lx5PWAKoIhSJJ9h2cIin1nfR1hNkybRyzltQTV2FLYMBu0fzReI8t2OAHm+M81rcNJRbsvr+2RBLJFi9eZDmSifzp2Q2JGE4a1+SSXZ3lmqXX4ODg3z729/moosu4sILL+QrX/kKXV1dR5V74IEHuPTSSznzzDP50pe+xNDQUM7KiMMEAuB0Dt8Cxbu+Ys5lox3y2ZZGtpXNeo2Vz0uh65nu9lN5XSAADgcoSmGPQ6E+gymSIOo4alxWqkusbO0ovuQKFWYnpZqFvcG+jIbfTK22c9rkcl5Y108gWlxrQCnA9GoHZ84oYVd3mDV7s9sb6LKbOKOlghVzq/EEYzy+roct+z1Fm3lRjKaj0+OJ8NyWXl7dMUhDuYNLltUyudaFpmYn3NGB9qEwz273UFdi5cyZLmzm4vrKTOg6T27uwmJVmT25JKP3ag8PouhQbx1783SuvvpqTCYT3/jGN7jpppt45ZVXWLFiBcHgm4sU33HHHXzkIx/h2muv5Vvf+hbPPvssl19+OcnDsnlmq4w4hmBw+DbRZaMd8tmWRraVzXqNlc9LoeuZ7vZTeV0o9GbZQirUZzAV+jjm8Xh0QAdVBy3lm1kz629dVK87zBZDr8vHzW1y6C2uRl3BlNH7TK116VefMlm3aOaC79ORN5fVrJ/fUq4vaCzXNSWz/TzyVlFi08+ZW6efM69Br3Y7daUI9ldu2blZNLM+q6FCv/yURn3O5DLdpGX5s+Ow6Re21Ogza1xF97lR0PRFkyv1M6fXZly3aY46vdpSmoV6qTqgezyenH/Xh8PhUT9v27ZNB/SXXnpJ13Vdj8VielVVlf6d73xnpMyePXt0QP/b3/6W1TInc+jvUj7apWj4/boOwze/v9C1KZxstEM+29LItrJZr7HyeSl0PdPdfiqvO7xMIY9DDj6D2fwONnRZ1e/389Of/pRrrrmGK664gptvvpnBwcGjyq1fv573v//9nHvuudx4443s2rUrZ2Vy4YxpZWxo8xIssl4Ju2ah0VbGzkBPRj1QU+oczG2q4tF1HUU110sBZtXZOG2ak9f3Bdh00Ju1tYIqSsycv7iK+ZPdbNg3xHNbuun1ZHdooCisaCLJjg4Pq9Z2k4jBhYvraJnkxqRlp/doIBjjmdYBHGYz580ux24untS7OrBx/xCJZJKz51SgZNAZtzfYR7nJjttkz1r9cs1qtY76edWqVZSWljJz5kwANm7cSF9fH285lP4WmDp1KvPmzePJJ5/MahkhhBATg6Gzi3POOYf29nZuuOEGPvaxj7Fq1SrOPPNMfD7fSJnNmzdz1lln4XK5+OpXv0ogEGD58uW0t7dnvUwuTKmwk9R19g8UV4Y6i2IazqAV6Cehpx/4TK51MKuhkn+v6yBWRAGU3axy7qxyLKqZZ7b78WZpfla5y8z5i6qYN9nN2h0entvchydYXEMXRXYlkjo7Onw8sbaLWFTnwsW1zJlciikLw/wSus6Gg142tAVYPt3N5MrimSulA2v2DhCOKMOBVNrvo7M7OECTrRSHZslmFXPqgQceYPHixTQ2NnL77bfzzDPPUFVVBUBbWxsA9fX1o17T0NAw8ly2yhwpEong9XpH3YQYb+KHnU8kiywRjxC5YiiIeu6557j99tu55ppruOqqq/j73/9Oa2sr//rXv0bKfOc732Hx4sXccccdXH755dx///2UlZVx++23Z71MttnNGksmuXhlb2brLWWbpqjMdFWxMzBAVE8/E9mUOgezGyt5an0H8WTx9LJNqrBx1kw3G9r8bO7wkcxC75PLZuL0OZXMay5j7U4Pz0vwNOEkdJ3dXV6eWNtFIq5z8dJapteVoGbSTfOGgWCU51oHqXBaWT69FItWHKGUDry6p59wOLNAKkGS1kAfUx0VWNWxkcT1kksu4fe//z2//vWvmTp1Kh/4wAfw+4fntMZiw7/7R/ZYWa3WkeeyVeZIt956K263e+TW3NycyW4KUZR6fW+uWVdso3iEyBVDQZTL5Rr1s91uR9M0otE3s9c9+eSTXHXVVSM/a5rGFVdcwRNPPJH1MtmkoHDGtHJW7/EWVQ+NgsIMRxVtoSHCyfSDgKm1duY3VfL0+oNFE0CZVIVTprqoKbHw9HYPg6HMgxyrSWXpjHJOn13BnoN+XtjWK8HTBJfQdXYc9LFqbTc2s8bFS2upr7Bn3IOU0HXWHfCxpzfMeS1lVLrMWalvpg4FUpGIwhkzKtN+n7ieYE+gj+mOKjSluBJqHEt1dTVLlizhyiuv5JFHHmHnzp088MADAFRWDrdDf//oFO79/f0jz2WrzJFWrlyJx+MZuR2vx0oIIcTYktElxh/+8IdYrVYuuugiAAKBAP39/TQ0NIwq19DQwP79+7Na5lgikQiRyJtXQ4wMm5hW5SQQTdDljZy8cB5NspczEAvijac/vHBKlZ1FzRX8c91BYkWSQcpt1zh9WilbO4K0D2be5qqiML3BxdQaJ9vavKzblf21pMTYlkjqbGkbYmenyqJpZcxuLGH9nkGGApkF2d3eKM+2JjhliouhYIxtnUEKPZpFB9bs6WfhZDezJ5fQut930tccSygZ52B4iGmOSnYFMssGmk8ulwu73T4yZ3fx4sVomsaaNWtG5kmFQiE2btzIe9/73qyWOZLVaj2q52rCUVU499w3709U2WiHfLalgW3pqsrLzfMBmJ9pvcbK56XQ9Ux3+6m8TlXhrLNg0yZYuLBwx8HIPhbgeKQdRP3f//0f3/ve97j33nupq6sDjj/UwW63n3Q4hNEyx3Lrrbdyyy23GN4Xu9nEnAYnj23uNfzaXKq1lqDrSXqj6adZryi1MKuhlEfXdRZFD5sCTKu2MaXKzos7vQSimfeK1ZRZWTytjAM9EZ5c3521ZBRifIrGk7y6YwC33cySGWX4w3E27vUQjaf/+xGJJ3hpl5eWOjsrZrp5ZY+XaLywn8PhZBMeFs0uZd6UErbsSy+Q8sTD2FQTTfYy2kJHJxIqtNbWVl544QVuuOEGNE0jkUjw4x//GI/Hw+WXXw5AeXk573jHO/jRj37ElVdeidvt5tZbb0VVVd7znvdktYw4Brsdnnmm0LUovGy0Qz7b0si27Hbec91tAGy2Z5iUZqx8Xgpdz3S3n8rr7HZ4/vl0apVdBj+D+T4eaQVRf//733nf+97HL37xC6677rqRx0tKSjCbzQwMDIwqf/hQh2yVOZaVK1fyhS98YeRnr9d70vHnCnDmdDev7hsiXiS9NAClJhtuk52dgfQDu6pSM6e0VPDU2m6iicIHFpqqsGSSk2QSntk+lHGwY7doLJ3hRk+qPL+pj5CMwxYGeEIxnt3US2Olg/MX1tB60Mv+7mDafS06Otu6glT6zJw7u5y1+730+9Ofw5gNOrBxh48L59eRaIDtHekFUt1RP1PsFVRbXBld1MmFxsZGNmzYQFVVFbW1tXR3d1NbW8tDDz3EokWLRsrdcccdvOtd76K+vh632w0MXwysrq7OehkhhBDjn6Lrxs5k//GPf/DOd76Tn/zkJ3ziE5846vlTTjmFRYsW8bvf/W7kscsuuwyz2cw//vGPrJY5Ga/X+8YfORWOMwNiSoWd5goLz+8qnmQSVtXEDEcl2wO9aWfic9hMXDK/lic29eCPFH5OkMOiccZ0F7u6o+wfCGX0XooCM+pLmFrrYsOeIbo9mb2fECZVYeGUCtwlKmtaBwmEMwt+bCaN06aV0D4YYm9vpOCD4DRF4fR55RzoDtHem97vi4LCbGc17eEh/InoyV+ADiTxeDyUluZ+Ad9YLMbevXuprKw84cW2jo4OfD4f06dPx2Q69nXEbJU5lkN/l/LVLkLkQ8dQiDNvewqATTdfQomtOOaICnGkrH4HG1lU6pFHHtGtVqv+y1/+8rhl7rjjDr20tFTfsmWLruu6/vzzz+smk0n/61//mvUyJ3OyxXYtmll/66KGolpwVsWkz3M16DbVlvZ7OCwW/YrlTbrLXhyLBdeW2vSL51Xobps14/dy2a36+Yvq9IVTqrK+EK/c5FbmsOsXLW7S504u09UMP1+qYtKXTCrTl05266pS+H0za2b96lMm69VuZ9rvYVLM+rySRt2spPLdkr/FdseSCbvYblXV8K2YF0/NtWy0Qz7b0sC2Og/26n32Ur3PXqp7+wbztt2CKnQ9091+Kq/z+3W9slLXFWX4/0IutpvqPqZYNpvfwYaG8733ve/FZDJx7733cu+99448fuONN3LjjTcC8LGPfYzNmzezZMkSpkyZwv79+1m5ciXXXHPNSPlslcnUaVNK2dDmLaoFZ6c4KuiIeNPOxGfSFM6YV8FrWwfxhwo/vG16jZUGt53ntvuIJNKvj6IozGgsobnSyes7+vBkIZOfEEcaCkZ5akMXsxqdnL+4kldbh/AG0+uVSr6RvW9alY2zZ5azes9QQedJxRJJHlvfwflLq3llS4LBNBJqxPUk+4IDTHdW0urvHTOJJkQR6OsrdA2KQzbaIZ9taWBblaHhZF7pDRpOf7sFVeh6prv9VF53KAvpEdlI887IPub5eBgazrdmzRqSx5g31NTURFNT06jHent7aW9vZ8qUKZSXlx/z/bJV5nhONJyvpsTK/EYXT2/vL5rTgFprCRZFoy08lNbrFUXh/AXV7O4MsL83kN3KpVGXJZMc6EmVDe3+jNZ+ctk0Tp1dQXd/jO0HPVlZR0qIkymxmTi1pYyugSjb2zJbv6zKZWbRpBLW7BnCFy7sRZtSm5kVCyp4ZkMvoWh6damxuLBrZvafMNGETj6H840VE3I4XyAAh5ZI8fvB6SxsfQolG+2Qz7Y0sK2ujj7qGofnBfr6BimpLMvLdguq0PVMd/upvO7wMkbfP5uM7GOKZbP5HWyoJ+q0005LuWx1dfVJJ9pmq4xRqqJw+tRSnto+UDQBlFOzUG6y05pBIokzZ1fQMRApeAClqQpnzXTTMRBlV68v7TZWgCl1TmY2uHllu6z3JPLLF47z9IZ+5jaVce7Cal7ZPkAwkl6vVJ8/xupdHs6cVsGmziG6PYVLOOENx3it1cs582t4ckM38TSSzvRE/UxzVFJudjAYC+aglkIIIURxK+IE/Lkzt97F3r5wVtJrZ4OmqEy2V7A72J/28Jh5k0qJJqC1vbAJMqxmhQtmV7KjK8DO3vQznVlMKmfNq6LMaebJdZ0SQImC0HWdLW2DrN81xIp51UyqcaT9XsFogud2DjCzxsH06gxTAGeo1xuitd3P2XMrUdJcdXhfcIB6aylWNaPlBoWYMAwM/BFCjAETLohymDWmVtnY1lk8aXqn2itpDw8R09ML6pqq7FSXWXh9V2F71kptGmdML+X1Ax46PekHPRUlFs5dWMPujgDrdmeeCl2ITA0Gojy9vpu6MjvLZlWgqelFHtFEktW7fFSVqsyqdRwnZ2h+7Ovx0+uNsniaO63XJ9HZE+xnmqMStaB7IsTY8Jvn9hS6CkKILJpwQdRpU928us9bNCfmtdYSwskY3ng4rde7HWYWTS3npS0DBZ0r5HaorJhVwut7gwykMWEdhofvzWoqYf6UMp7f1EvHoKQuF8UjnkyyZkc/vYMRzl1Ug8ueXg9MQtdZsztAqcXGkin2goYfW/Z7cVpNTK1Nr4ctnIzRGw3QbC/LbsWEGId+9sTOQldBCJFFE2ocRm2JFRTo8kYKXRUAHJqFcrOdVn9686AsJpWz51fx7MbegmYYrCuxMqvWwdPbhgjH0gvkTJrK8pYKvIEkz2/ulWEPomgd6A0w6I+wYk4129o8HOg1PidIB15rG2BWvYmFzSVsyjD5Srp0YPX2AS5dWstQMMagz/gFkL6on1JHBWUmO0NxufAhjkFV4ZRT3rw/QSUVhQ11MwFYlG475LMtDWxLV9WRfZuWab3Gyuel0PVMd/upvE5VYelS2L4dWloKdxyM7GMBjofhxXbHksOz86mKylsWVPH09oGimAulojDHVcPOQD9R3fgkc0WBCxZWs73Nz8EMF6/NREO5mcWNFTyxrY9ominMSx1mzpxTxca9HjoGZJK6GBtMqsKpsyoJRuNs2pt+1siZVaU0V5p4dscAaeR4yAqn1cT5i6p5fF03kZjxCzIaKi2uanYE+g4blizZ+Y5lQmbnEwBM+eo/R+7vu+2KAtYk+zo9Ic64VRbbFcUvm9/BRRziZ9eMagcdQ5GiCKAAJtnL6Yr40wqgABZNKaN3KFbQAKq+TGNanYnHMwig6ittnD67ihe39EsAJcaUeFLn5e19RCM6Z82vxGJK7+t0Z5+XtoE4K2aXoBXoGzkQifPajiHOnl+FmkamiQRJ9oeGmOqoyEHthBBjybi9Mi/EESZEEGVSVObUO9jUXhzJJNwmG5qi0B9LLxV5fYWN8hILm/YXLhNffbnG1FqF1a0hYmkEUAowq9nFzLpSntnYjS8czX4lhcgxHdh20MPu9iDnLayhJM15Ujt7vezuDXHaTHPBAqmuoRAdvWEWT0/vypw/ESGYiFJjdZ28sBBiXFEkuUxBfPZ/1/Gx+16XKRAFMiGCqIVNJWzpCBA7xkLB+WZSVJps5ew74SKVx+e0aiybXsmLW/rSToeeqfpyjanVCq/sjJPOVCxNUVgyq4xSs5Xnt/YQK+B8LiGy4eBgkFe2DXD6nEpqy2zpvUd/nP29iYIGUtvavZTYzDRWpZeC/WDYS6XZhVWVoTziMMEgTJkyfAtO3BEH9niYF+78EC/c+aH02yGfbWlkW8Fg5vuWznYLqcD1DAx6+dJHL+O/PvUWuroGUn9hKvUOBmHSJDCZYPLkwh0Hg5/BfB+PCZFYotJlZl2br9DVAGCyvZy28CAJPY15B4rCOfNrWL2tr2CJJOrKVKbWqryyI5ZWAGXWVM6YX0FXT4wdnf3Zr6AQBeIJRXlhYz+nzyvHYTWxt9t4z3fHQBJQOGOWg9WtwbzPkdKB1dsGuGhJHYO+KMGIsV5mHZ29wX6mOsrZ7u/JTSXF2KPrsH//m/cnKEWHJu8bvxfptkM+29LAthRdH9k3b6b1GiuflwLXUz+szTuTBrafSr11Hdrahu8fOFC442CkjQtwPCZET9Smg76C9docrtxsJ6En005nvnR6Ofu6gvT7C5NdsLHMzJyGkrQDKKtF5ZKldezcH2BHZ2EXBRYiF8LxOC9s6qO+ysqMxpK0Brh0DCTo6tc4d3YFWror4WYgmkjy8vZ+VsyrTGt+VDgZYygWotYiw/qEEEKMXxMiiCqGlOYmRaXBWkpbaCit1zdU2nDaNbYfLEzwUeW0srixkhdb/WkFUGUOE+fMqeOFbT10DkkaZDF+JZI6q7f0U2mzsXSWO61Aalevj/a+OAua0nt9pgb8Edp6Qiyent5CvN0RPxWW9IYECiHGnmK4UC1Evk2IIKoYNNvLaQ97SaTxRWMzayydVsnqbQMF+ZpyO1TmNpl4fHtvWln43C4Ty+dXsqa1D48/vWyEQowlOrBmdy++cIzF06vS6lHa0eclEAuwaIq1IIFUa7sPt8NCbbnV8Gt1dHb6DYzRF0IIIcYYCaLyoNRkQwU8aSxEqQCnz6ng1R0DROL5T8/utJg4e0YVr+4JpRVAVZc4WDSlgqfX9+KRDHxiAtGBHQeChINxLlxUi6YaD4V2dsXQkg5m1+Z/aNzw/Kh+Tp1ZkVb69jhywUSIiUKy84mJaEIkligkFYVmWzmtge60Xj+ryUUgEKfbk/8hcFaTwmkzrDzbOkAojQU4myptnDqlikc3HCQSlwx8uaAAKAomRcVk0lEUDZtqwmqOoWsqSTT0N/64KehoxEjGFCIJE5FkDD2ZJJ5QSOiJop6/O5Zt6xwiqrs5bX4pazZ7SRiZAAysPTDIkil2ZtTY2NWT3nzKdIVjCdbtGuLMOZU8s6k3r9sWQgghipkEUTnWaCujO+IlnkY2PqfNxNQ6F4+/nl4AlglNhTOmlbHlQAhfxPgV5aYqG6dOq+HRtQcL0oM2nqiKgs2s4bKbcNtNlNhMaGYrTnMCHZWkrhJPJrEQpSdixaxHsakJwlEbwbgVHRXQUdEpsQRQNZ2wbgfFTbUtSCDpoNQSJ5QwY1WieKMq0WgcXyiGNxQjEIkTiSVlzHsGdnd5CCasnDa/hDWbfYYCKR1Yvz/MmdPK8UXidHvy28NzcCBEU7WdSbUODnQXcbphUbwUBebOffP+BKUrsKNyEgCz0m2HfLalgW3pijKyb3WZ1musfF4KXE+dNz9PJUa2n0q9FQVaWmDvXpg2rXDHwUgbF+B4KPo4XqHL6/XidrsZHrWY/w+ATTUzxV7O9oDxVL+qonDx4lpeae1nKBjLQe2OTwGWT3dzcDDMgQHjSTmaKm0sm17DYxJAGWZSVUrsZtwOM+39QdwOE3ObywnH4gTDcXyhKN5wnFAkSTyRJJHVX18FkwpmTcNu1Sixmyi1m3FaTVjMKug6/nCCAX+UAX+EQDie5e2Pfw3VFibX2wwHUgBmTeG8WRW8vG8IXyi/v1cmVeHSpfU8vbGbYDTVbetAEo/HQ2lpegv4jkeH/i5Ju0w8U1f+c6THf99tVxS2MlnW5Qmz/NYnAdjwrUtw22WtuFzzhWMsuHkVAKtXXkC9W5L5pCKb38HSE5VDkx3l7Aumt6juvOYSugbCeQ+gABY1uRgMRtMLoCpsnDa9hn9KAJUSq0mj0mWlrtyGy66h6wreYIw+X5ikrtPvj/L8tnz1ROrEkxBPxgnF4gwckUpfUxWcVhMVLisz60sosZmJJ5MMBWN0D4YZDESJF8GC1sWsozeKDpw6v4RXDQZSsYTOC7sGOXdWOU+3DuZ1iGw8qfPqjgHOnFPJkxt6pE9SCCGKiFzPLAwJonKkwuwgFI8SThoPgkrsJpqrnDy2risHNTuxqZU2LGaFDe3G52CVOW0sbpYA6kRURaHMaaapwkmZy4SehD5vhL09frzBWFH37CSSOt43hvjte2N6jFlTKXOaqauw09JcAkmFbk+YzsEQ/nBMTraPobM3ilm1cMHCGp7a0GPomIdiSV7Z62XFDDfPtA6RzOPnpccbxhdwMqXWyd7uQN62K4QofsU86m68UqTRC06CqBxQUam3lbDNZ3witqLAKS1lvLS9L68nSADlDhNTqq081+o1fPLrdppYNMvO45vaJYnEETRVobrUyuRqO1aTFW8owsGBEFvaoyTGeM9NLJGk1xuh94212CyaSlWpnTlNJVjNVvzhEPt7gwwGYozjkcOGHej249LMnDqjhld29hiabzYYjLGrJ8RpU0p4Za/x39VMvL5ngAuXVtMxECKSRrIZMUEFg3DqqcP3X30VHI7C1qdA7LEwD//hC8M/fHNbeu2Qz7Y0sq1gkFV3fWL4/pc2gj29NeYMb7eQCl3Pw9pc+cxaKEtxOF8q9Q4GYdmyN+dEvfZaYY6Dwc9gvo+HBFE50GArpSvsI4nxk4xZDS48nkTeh/FZTQrLppTwwg6P4d4Ql83M+fPr+fd6ycJ3iKooVLpsTK2z4bSa6PVE2NbuxxcaHNe9M9FEko7BAB2DAVRFodxlZmqNg8VOM/2eJHt7vfhC0kMFsLVjkJmNDhbOcrFxh89QmxwYCFPuNDGz1saO7vxl7IsndTbu9nFGi2TrEwboOmzd+ub9CUrRYVb/geEf0m2HfLalkW3p+si+eTKt11j5vBS6noe1eaeR7adSb12H7duH72/bVrjjYPAzmO/jIUFUlllUEy6ThYNhj+HX2i0a0+pLWLU2v8P4VEXh9OmlrNvvJ2wwCLJZVE6ZU8bTG7oIRWQIn8NiYnqdi+pSC33eONvbfRM2aEjqOv2+KP2+KKqiUOGy0tJYgtVspmswxP7eQFprj40nOw8GOW1GNXOaNba2DRl67cZ2P+fMLGMwmKDXl7+LLp2DIabWOaivtNHZn9+U60IIIUSxkCAqyybZ3bSFhtJKB33a7HLW7RoynLUrUwubHXQMxOgPGDsR01SF8+bV8fruwQm9kK6iKNS5bUyvcxJPKOzt8bOlzZP34ZjFLKnr9PnC9PnCmFSVpkoHZ86uwh9JsKvTy1Bw4n5+Xt3Vyykt5cxqcLGjw5/y63QdXt7t4+zZJby405vWWm7pen3nEBcuqaZ3sJt4nr+vhBir5DdFZJMMkS88CaKyyKVZQVcJJIyfENaWW0kmFLqG8ruobnO5FbOmsbvXa+h1iqJw9vwqNhzoH5kPM9GYVIVJVS6m1Djo80ZYu2eIYDS/a/iMRfFkkn29fvb1+nE7LMxqKMFmNrG7y0fnYGjCrUelA2tbPZw1rxJvOEaXgayYkUSCtfsCLJ9ewrOtHvIVz0TiCVrb/Cya5ub1XUP52agQQohjkhwThaEWugLjSZPdzYHQgOHXaarCshnlvLqzPwe1Oj6XVWNOvZ11+43NxwBYMsNNR1+Yzv6JF0CZNY35zW7Om19DUofntvaw8YAEUOnwBKO8uqufV3f1Ueqwct78GqbXutAm2F+EhJ5k9fYBFk2uoMRh7NrWQDBG+0CcBU3OHNXu2PZ0+akutVFqsL5CTFQT61tNiPFPgqgsKTfbCSXiRHXjczxaml3s7vATzuNwHFVROGWqi5f3+A0Px5nR6ELRFXZ2+HJUu+Jk1jRaGio4ZXotg4EoT23qYV+vT4YzZUE4lmD7wUGe39aL2QznL6iccMFUNJ7gxW29LG+pHl7c2IBdPQFcFhN17vwtcKkDr7QOcPqsCjk5FEIIMeHIJcQsUFCot5bQGugz/FqHVWNytYvHXs9vMolFzQ4O9MXwho31ntSWWWmosPPC5r4JM+jKpCrMbiyl1m1ha3uQ1o7BCTfkLF/iiSTb2/3s6ggwo97BhQtr2Nrm4+DAxBjm5w/H2bB7kOVzqnhhU2/K8+p0YM0+H+fNdjMY8OQtS+ZgIIovmKCxyk57X36HIosxRFFg8uQ3709QugLtpTUANKXbDvlsSyPbUpSRfSvJtF5j5fNS6Hoe1uaGLjimUm9FgeZm6OiAxsbCHQeDn8F8Hw8JorKgwuzEE4+S0I2fuCyeUcbruwbzmoSgttSM3ayyvs9YT5LDamLx9HKe2ZD6yd1YpqAwpcZBc1UJbX1+ntmS/7W7Jqp4Umf7wQC7u0JMr3Vz/nwXG/d76fON/2xwPZ4w7j4zS2a4eX3nUMqviyWSrNsf4PRpLp7fkb/1o9btGeKiJTV0DoTznhRHjBEOB+zbV+haFFzYbOOsj98NwL5017DJZ1sa2ZbDMbJvG+wZrs8zVj4vha7nYW3+kpE2T6XeDgccOJB+3bLF4Gcw38dDhvNlSEWh3lpKV9hYYgaAyhILFlWjeyh/J4YWTWFJcymv7QsYOsnSVIWz5lXyyrYBIvHxn5a60mXlvHnV2MwmXtrezd4evwRQBRBLJNneMchLrf1MrXFwxqwqHNbxf+1nZ4cPk6IxpdbYPKe+QJSBQIJpNSkuupgFkXiCPZ1B5jSX5G2bQggx0SnF3Es3QUgQlaEqi5PeqJeEwYV1FWDZrHJe3zmYm4odx5LJLta1+YgmUq+vAiyZUc7O9sC4T0VtNWmcOr2C6fVOVu/oZ9tBj8x5KgLhWIJXdw+w/aCXU6ZXMKfRPe7nS722a5AZDSWUOY3Nc9raEWRKpQ2XLX9f760HvUyudmIzOJdLiIlkPJ/0jt89E+L45C9eBlQUqix2eqMBw69trrbj9SbwhfO3SGZzuY1oTKXbaywQmlbvRAP29qS+hs1Yo6AwuaqEs1oq2dcbZM3OAcKx8d/jNtYMBqI8v7WXcCzBOXNrqS6xFrpKOZNIJlm9tY/TZldh1lL/qk7qOmv2ejllihM1T2c2SV1n/Z4hFk5352eDYmwJheDUU4dvoYk7d84ai/C3ez7P3+75fPrtkM+2NLKtUCjzfUtnu4VU4HrqwWB6bZ5KvUMhWLYMnM7h/wt1HAx+BvN9PNIaF9Pf38+2bduYPXs21dXVo55bu3YtwWDwqNeUl5czb948ANra2ti/f//oiphMLF++/KjXdXV10dbWxrRp06isrEynujlTbXXSHw2SNDj7QFUU5k5x8/S6nhzV7GhWk8rc+hKe3G4sjbrbYWJGvYsn1uevrvnmsJhYNrWCgWCUZ7b0kpBhe0VNR2dvj5/OwRCLppRTX+lg64GhcdljGIjE2bR3iGWzynllW3/K3zS+cIKuoTgz62y0duZnuHDHQIj5k9yU2E34QpLuXxwmmYTXXnvz/gSl6jqLunYO/5BuO+SzLY1sK5kc2TdPpvUaK5+XQtfzsDbvMjInP5V6J5Owdu3w/bVrC3ccDH4G8308DAVRra2tfP/73+fxxx+ns7OT++67j//4j/8YVeb2228/KkB68cUXuf7667n33nsBuOeee/jhD3/IwoULR8qUlJTwr3/9a+TnZDLJxz/+ce655x6mT5/O7t27+eIXv8j3vvc9wzuZCyoKlWYH2/29hl87o95JR3c4bxm0ABZNcrHugJe4gQ+Wpiqc3lLFS1v7xuWEcQWYVFXCtFoH6/cOMBjMX6+gyFw4luCVnX3Ulzs4a24Nm/cP0ecbf+uWdQ6GqK9wML3Bxa6O1HuDd3SHOXe2i47BKL5w7r9rdOC13QMsnuHm+U35XfNOiLFAH8cX6MbvnglxfIaCqG3btnH++efzq1/9CsdxMss88MADo35+/vnnOeecc7jhhhtGPT537lxeeOGF427rzjvv5E9/+hPr16+npaWF1atXc+6557Js2TLe/va3G6l2TlRYnAzFooZ7oTRVYUaTk1Wv5a9np7HMTDKRpMdv7ARzyYwydrQH8BlMgz4WWDSVU6ZX4AsneHZrjySNGMM6B4MM+iIsmVZBbVmMbe2ecXc8N+wZ4ILFNXQPRfClGOwndZ3X94VYNrmMZ1sH8nKS0++LYlI13E4znsD4nj8phBBiYjM0J+qaa67hhhtuwG5PPfPT7373O6ZPn875558/6vF4PM6GDRtobW0lHj/6JP3uu+/mne98Jy0tLQCcccYZXHjhhdx9991GqpwTCgo1FifdEeMZ+WY2udjbGcrb0COTqjCvoZQN7UcPsTyRhkobZtXMvp7xt6BupcvKWXOq2dnlZ9OB/KaXF7kRjid4eUcfoWicFS01OCzjK4NfQtd5edsAZ7RUoBqYnO4Nx+nzRZlanb+5Y+t3eTh9enENvRaiGEhiCSHGl5wmlvD5fDz44IPceOONR315rFu3juuuu44LL7yQuro67rvvvpHnEokEmzZtYtmyZaNec9ppp7Fu3brjbi8SieD1ekfdcqHcbMcbDxvOyKepClNrXew4mL/AZFGzk60dAWIGsvFZzBrzJpXz2k7jiwcXMwWYVV9KS2MpL27vo9c7/tccmkh0dPZ0+9mwb5DlM6uoL7MVukpZ5QvH2NMRYMGUMkOv29YZYFq1A6spP6c5g4EIoVicyhJLXrYnhBBCFEJOg6g//vGPRKPRo4bynXrqqezZs4ctW7bQ3t7Of/3Xf3HDDTfw8ssvA8PBVywWOyqRRGVlJQMDA8fd3q233orb7R65NTc3Z32fAGqtpXRFjGeqm9lUwt6OQN7mF7ntGg6LykED61ApwBmzK9m0x2Mo8Cp2JlXl9BnVaJrCSzt6J8RaVxOVNxTlue3dTKp2Mq+xDGUcXSPd3RWgwmWjqjT1ACWh62xqC7Cw2ZXDmo22fu8QC6aU5m17QggxkcmAmsLIaRD1u9/9jquuuoq6urpRj1966aVMnjx55OfPfe5zzJw5kwcffBAAs3l4XZRwePTJfygUwmI5/snDypUr8Xg8I7e2trZs7cqIEs1KOBEhrhs7CR/uhXKyszM/vVAKsGSSi3X7g4bmQkyqdeCPxOjyGBv+V8ycVjPnzK1mX5+fbe0e+bKZAOIJnTU7B4jpSU6fWY1ZHR+rOejorG7tYenMMkwG8pd3+6KYVRNVLmNrTqXLF46j6+MneBVZUFU1fJvg+u2l9NszvMCQz7Y0sK1D+6ZnYwbmWPm8FLieaX+eUql3ZSUoyvD/hWSkjfN8PHI2cWDz5s2sWbOGRx99NKXytbW1HDx4EACn00llZeXIz4ccPHiQSZMmHfc9rFYrVmtux/7X20rZHxoy/LrhuVD564WaXGWl3x/HH009KYTNrDG3uYzH13bmsGb5Ve2ys3CqizU7BvBFJPveRKKjs6PDS31ZjLPnVfJy6xDB6Nj/DISjCXa0B1g0rYzXd6W+WPe6A16WTy/hmdahvFxIeGmrZOgTb3A6odd4JtvxJmSxsewz/wPAPqczvTfJZ1sa2ZbTObJv69Pdt3S2W0iFrudhbb7aZaDNU6m30wl9RTClw+BnMN/HI2eXZ++66y6am5u59NJLj3ouEBi9OG1vby/r169n/vz5I49dfPHF/OMf/xj5OZFI8M9//pOLL744V1U+KatqQgciSWMnYpqqMK3Owa6O/PRCmVSFmTUOtnUa601aPKOCdTvHz3o7kytKaZls4/mtEkBNZJ1DIV7b5eH02eWUO8fHPKn93QFKbDbKXKkP6wvFEnQNxZhWnZ82iOVxXZF9+/bx1a9+lUsuuYR3vOMd/O53vyORGD1a4BOf+ATLly8fdfva17521Hs99NBDXH311VxwwQV84xvfwOc7+ns7lTJCHGlc982O650T4tgM9UR5PB42bdo08vOOHTt44YUXqKurY8aMGSOPR6NR7r//fj796U+jHmMYzfnnn88111zDkiVL6Ovr44c//CE1NTV84hOfGCnzjW98g9NOO42PfvSjXHnlldx33334fD6++MUvprOfWVFvLaErnYx8dU725zEj37xGO62dYUPba6iwoScT42IYnwLMbirBZTXz0tYBWTxX4A1FWb29j9OmNdDa00334NgOqnXg1Z29nDG3nKfW96WcYXJHd5DzWso40B8hlhgfvxe7du3iLW95CzfeeCM33XQTBw8e5Otf/zrPP/88f/jDH0bKbd26lTlz5vDRj3505LEj593+9re/5dOf/jQ//OEPmTx5MjfffDPPPvsszz777EhypFTKCCGEmAB0A1599VV9xYoVR91uu+22UeVeeuklfcWKFfqBAweO+T4DAwP6t7/9bf2KK67Q3/nOd+o/+tGP9EAgcFS5jRs36jfccIN+wQUX6B/96Ef13bt3G6mu7vF4dEAHVQcto5uGWZ/jajD8OlUx6Zef2qhbNHPGdUjl5rCY9fNnV+oKppRfY1JN+iVLG3WryZKXOubypqDpC5uq9UVNtbpSBPWRW3HdTJpJP2durT6pvLLgdcnGraWpQp/dXGboNc3lTn1Rc2ke6qfqgO7xeAx9bxsVDof1WCw26rE//elPOqD39/ePPHbuuefqX//614/7PvF4XK+pqdG/9a1vjTy2c+dOHdAfeeSRlMuczKG/S7lul6ISDOr6uecO34LBQtemYObe9Bd9dfN8fXXz/PTbIZ9taWBb3d0DI/s22DeUt+0WVIHr6R3wjLR5R2f/yV9wSCr1DgZ1/ayzdN3t1vWzzy7ccTDSximWzeZ3sKLr4/cyvdfrxe12MzxqMbMrhDWWEkCnJ2osK9+kajvVpVZe3z2U0fZTdfq0Enb3ROjzp77Q5eLpbjz+BHu7jWccLCaqorBopoNAEHa0B07+AjEhqYrKssm1DEQG2N1pbAHqYqMqCucvruOlLT2Eoqklu1GA81vKWL3HSyiayyF3OpDE4/FQWprfTH2PPvooV1xxBR0dHdTX1wNw3nnn0dvbS1VVFfX19Vx++eW8//3vH+k9Wr9+PUuWLOG1114btbzGvHnzuOSSS/jpT3+aUpmTOfR3qRDtUjCBALjeyA7p9w/PXZiA5t/0Fzbffu3wD+m2Qz7b0sC2ejr7qWkYntA/1DNAWXV5XrZbUAWup69/iJKq4XbuOthLXUOKCRVSqffhZU5ULteMtHGKZbP5HTw+UlblQZXFQX/U2FA3BZjdXMq2tvwEJ2UODbOqGgqgSuwmKkss7BsHAdSZs2oIBJMSQIkTSupJXtvfRWmJxvTGsb2WUVLX2bBrgCUzKlJ+jQ5saAuysDF/Kc/zKZFIcNttt3H66aePBFAANTU1fOADH+Ab3/gGZ5xxBl/84hf54Ac/OPL8/v37AWhoaBj1fg0NDSPPpVLmSPlav1AIIUR+5Sw733ji1CwEE1HDi+uWl1iIhJMEDWTIy8SCZicb9hsLIJbNqOT1nYPZSEhaMKqisGJmLT1eHzs6Q4WujhgDdF1n/c4gi2bamNZkYU976hceik2fL8LMJFS7rfR6UutZ6w9EmWe247ZreELja820z3zmM2zevJnVq1ePevy+++4byd560UUXMXv2bC6//HI+97nPsXjxYmKx4XlyR2Z4tdvtI8+lUuZIt956K7fcckvmOybGvHE9Y25c71xxGsvnbeOF9ESloNbqojuNxXXnTXKz+YAnBzU6WqXTTCCs4A2nHrA1VNgIRmIMBcbuCaSiwGmzKun1e2ntlB4okTpdhw07w7gd6pjvkVq/e4DF08sNJTbY2BZkfrMjh7XKv5tuuon/+Z//4fHHH2f27Nmjnjsy8LngggtQFIUNGzYAUFEx3Jt35ILu/f39IwkoUilzpHysXyiEmNjG06LyY4kEUSehKSoW1UTIYFpzm0XDbtEYNDC0Ll0KsKjJybaO1AM9VVGYN9XNhj1DOatXrinAoul2+gI+tneM/ayCIv90HdbvDFNhdzGlYuzOTwnFEnT0hplen/qY9aFQjERco9Q+PgYkfPnLX+auu+5i1apVo+YrHU9PTw+6ruN8Y9z8okWL0DSNV199daRMOBxm48aNLFmyJOUyR7JarZSWlo66CSFENmVlgWNhmARRJ1FpdjAQNT5EbHaTkx0HfXn5WNeUmvFFkoRiqQ/LmdHo5EB3iEg8f2u5ZNu8+hoiQTu72sd2cgBRWLoOr+8eorHcRWPl2O2ZaT3oZWptCWYt9a/1TQf9zKofu/t8yFe/+lV++9vf8vjjj3Pqqace9fyePXu45557OJRHKRAI8NnPfpbKysqRtQcrKyu5+uqr+fGPfzyyluHtt9+Oruu8+93vTrmMEEKIiUGCqJOosDjpjxkbJqYqCk0VDtr6ct87ogDz6p1sOZh6Hc2ayuTq0rwt/psLM+odWBxhtncMnLywECeR1JO8sreTaXU2qpz2QlcnLfFkkt0dPuZMLkn5NYFIHHQF9xjujVqzZg0/+MEPcDgcfPrTnx61mO7GjRsBqK6uZvXq1VRWVrJw4ULq6+tpa2tj1apVb2RwHfarX/0Ku91OfX09U6dO5Sc/+Qn/+7//S11dnaEy4hgcjuHbBBc0WwmarScveCL5bEsD2zq0b1nJ+TxWPi8FrKdCBp+nVOptt79ZtpCMtHGej4ekOD8Bm2qm0eZmd7DP0OsaK+3Uldl5fXfuT/ArnBamVtp53cDcq8XT3Az54+zrGZtziBorbEwqL+PlPd2M44+vKACLpnH2/HJeaR3Cb2B+YbFQFYVz5tfw8vY+win2TLttZuY323hxZ7YvquQnxbnP52PLli3HfG7evHmUlLwZVAaDQXbv3k1dXR3V1dXHfc89e/bg8/loaWk5ai6VkTLHMiFTnAsAZn790ZFFrvfddkWBa5NdPb4wp33vSQDWfeNiyp1je57pWOALx1hw8yoAVq+8gHr32LwAmG/Z/A4eu5cf86Da6qTX4LpQALObSlizfTAHNTra3EYb6w1k5LOYVWor7Gzc253DWuVOudPCrNoynmuVAEpkXzSRYPU2D8tnVfHC9h6iY2y4a1LX2dHuZeG0Eta0DqX0Gk84hqqM3Ux9JSUlLF++PKWyDoeDBQsWnLTctGnTslJGiIlCEhuIiUiG8x2HgoJbs+OLG5tv47BqaAr4I8YSUaSjzKGBDv5I6lfM5zS72bbPR3IMBiA2s8ayqRWs3t1DIjn26i/GhmA0xoZ9Q5w2oxLVQLa7YtE5GKLMZcVu1VJ+zeb2ELPrinRBSyGEEEeRs6DCkyDqOByaGW8iZDjjydRaJzsP5mfh2mnVdja3p570wqypuOymvMzVyjYFWDa1itf3DhCOjq3eATH29PvDHOwPMbd57A230oFNe7y0TEq97oPBGFazgs089oJGMQaEw3DFFcO3cLjQtSkYcyzK3Q/ezN0P3px+O+SzLY1sKxzOfN/S2W4hFbqeh7W5EjZwwT+VeofDcNllUFMDl19euONg8DOY7+Mhc6KOQ32jfNJgEGU1m4jFE3np6bGbFUKx1LejKgpmTRmTGfkUwGZVCUXGXt3F2GW3mAjlabHsbFIAm8G6W00K8aROImu/YvmZEzXWTMg5UYEAuFzD9/1+cE7MXs8FN/2FTbdfO/xDuu2Qz7Y0sK2ern5q6qsAGOweoLymPC/bLagC19PbP0Rp1XA7dx/so7bh2GvVHSWVeh9e5kTlcs1IG6dYVuZE5YHR4OmQSCx/J1xGAigYni8RiY/NmFkHCaBE3o3FAAre+H0xWPex+t0gxFgxBkcHCyFOQIbzCSGEEEKItEliicKSxXYLQ4IoIYQQQgghhDBAgighhBBCCCGEMECCKCGEEEIIkRUysCw/ZABl4UkQdYQ6aylmxVi+DZOqsHCSO0c1Gq2lzoFFS339lxq3jboyWw5rlH0mVWVeUwaZfYTIEZOqsnBS2Zj74zV/cqmhSe0tdTZsJvnzIEQ2ybwhkU0SrBaeZOc7QrnZRnfEZ+g19RVWTFruvxxNmkJjmZXWrtTXeZo7pZQ12wZyWKvsWzCpgm5PoNDVEOIo8WQSVdGZVOlif39+1oPLBqtZo6bMSvdgamuJBKMK06ptbO0ce2vKiSLkdML4XU0lZSGLjSlfeQSAfemmi85nWxrYluJyjuzb2kxTYY+Vz0uh6+l8s81fdrpOUnj0605a70LvWzr1KECd5VLjYWyqmVhSN5zlZEa9gz3duT/pb66wcmAgknLtSh0mEnGd4BhK01xVYsViho7B1BcRFiKfNrV5mVLnwjKGempa233MbEy9t7xjKExtmVmumwshhBDHMXbOAvKgwmynP2bs6rKmKlitVjzBWI5q9aZJFVb296e+CvOsphK2t3lzWKPsUhWFBZPK2bBvsNBVEeK4EkmdrW1DLJo8doac+sNxzIqK05raUOB4UscX0ilzymAFIbJF0lALMb5IEHWYErMVbzy14S6HVJVaGBiK5vyr0WlViScgmkhtwVmTqlDmstDnNbY/hTSzvoS2vgDhWKLQVRHihHq9YVRFoapk7Mw33HHQx4zGkpTL7+kJM6PansMaiQkjHIZ3vnP4Fk79QuB4Y4lH+eXDt/LLh29Nvx3y2ZYGtqWHwiP7pocyHEkyVj4vha5nOJze5ymVeofD8Pa3Q1PT8P+FOg5G2rgAx0PR9WIY9JgbXq8Xt9vNcKx44oEpmqIy01nFdn+PoW2c0VLJrg4/vTkOVhY2OhkIJGgfSu2DMaXWid2isW2M9ETZzCbOmFXJM1t65GqdGBNsZo3ls6p5bms3yTHwNaoqChcvqePxdV0p1VcBzp1TynPbfWnunw4k8Xg8lJaWpvH68enQ36UJ1S6BALjemLPh9w/PXZiAFn7pL2z88bXDP6TbDvlsSwPb6u0aoLq+EoD+rn4qayvyst2CKnA9vf1DlFYNj4joPthHbUNlai9Mpd6HlzlRuVwz0sYpls3md7D0RL2hxGTFZ7AXSgHKXWYGfNHcVOqw7VSXWuj0pL6d6XUu9naNneQMCyaVsfHAkARQYswIxxJ0DASZWlOkf+CPkNR1uodC1JRZUyqvA4PeJHWlltxWTIgJQrLziVyRc6fCkCDqDWUmO4MxY13QLocJXzhOIsdXoUvsGp5wlISe2lA+l81EPKGPmWFxFU4LmqrQ7xs7Qw+FANjd5aOp0oVZGxtfpbs7AsysT/3K296+CFOrxs6QRSFEYRhZQkFkxxgYADHujY2//Hlg10yEEsaSQzRV2WnvzX0WuUlVFg70pd4LNbnewa7OsZF+WQFmN5az6YAkkxBjT0LX2d3tZW5T6nONCskXjqFZwJxiZkFfJIbdbMKkyhmSEEIUK+nlLAwJogCzopHQjac2b6xw0DmQ28lrClDpMtPnTy1NuQI0lznoGiMpwuvK7ETjMQKRsZOGXYjDHewP4rLZsZpSXwS7kLp6wkypdqRUVge6vTFqS825rZQQQghDpPev8CSIAkpNNrxxY8GQSVWwaErOh8yV2DXCESXlid1lLjO+UJJEsvj7eRUU5jQ52dI2VOiqCJE2HdjR4WFOk4HFDgtoX2+QZgPzuPYPhGiuSG0elRBCFP/ZhxDZIUEUUGa24YkZC6IqSi30eXObUAKGF9ht7099rtDkOgc7OsdGRr76MhsDvgjhWGpzvYQoVn2+EG6nGbul+HujwrE4MT2BzZzikL5wDKtVQZXLnkJkRn6FhBhXZCVFwKJqhJPGhpM1VNrZ3xvMUY3eVF1ipjXFoEgBKkosbNxd/EGUgkJLk5MXtw8UuipCZEwHtrX5md3gYv0+T6Grc1LtPSEaa+zsPnjyDJ464PNDhdNEnz/3i4qLccjhGE45fOj+BBUyW5nz+f8DYFu67ZDPtjSyLYdjZN+ez7ReY+XzUuh6HtbmTxvZfir1djjA54NgcPh+oY6Dwc9gvo/HhA+iTIqa1nyoihIrW/blNlixmVWSCZV4ikPzylxmQkHGxJo1tW4rnmCcSFx6ocT40OsNM722HKvJTyRe3JkxO/rCnDmvMqUgCt4Y0ldpkSBKpEdRinetn7xSCFneyHaZbs9uPtvSyLaULOxbOtstpELXM902T6XeijK85pKrwMPUDX4G8308JvxwPpdmJRA3NizPpA3nQYklchsANJRZ6BhKfSjf1Fon+7vHRla+qTVutraNjboKkQod2Nc3SEtj8c+NisQTaLqKJcUsfUPBOFVOSS4hhBDFYgxcLx/3DPdEdXR0cNddd7F27Vo+//nPc+655456/sEHH+SBBx4Y9ZjT6TzqsX379nHHHXewf/9+Zs6cyWc+8xlqamoMl8lUqdnGQNRYJrvKEgvePFyRrXdbWHcg9QVzy0qtbNhb/EOJyhwWdOKEYpKRT4wvXUMRZta5Mak+4sni7mU9MBCgrtLGge6TD0tO6DqRmI7DohKMFvd+iSIUicBHPzp8/9e/BuvETFRijsf4/qP/b/iHWy5Krx3y2ZYGtqWHI/z4nz8dvn/T2eDKoF5j5fNS6HpG3mxz5YtnASmu6ZdKvSMRuPFGWL0azjgD7rqrMMfBSBsX4HgY6om67777WL58OdFolL/97W+0tbUdVaa1tZVt27Zxww03jNyuu+66UWX27t3LsmXL2LNnD5dddhlr1qzhlFNOoa+vz1CZbHBoZkIJYz1RDZV2Ogdym0JcVcBqUglFUxsW5LBqxKP6mMjKN6uhlG3tvkJXQ4is03Wdg4MBJlUV8Tj+NxzsDTG1OvWhD+1DUWrdlhzWSIxb8Tjcc8/wLT5xL56Z9ATv2Pwk79j8ZPrtkM+2NLKteDzzfUtnu4VU6Hoe3uZGLkqnUu94HO6/H3bvHv6/UMfB4Gcw38fDUBB14YUXsmfPHr773e+esFx5eTnXXHPNyO2KK64Y9fy3v/1tpkyZwp///Gc++MEP8o9//ANd1/nJT35iqEymFBQUVBIYu7Ja7rLSm+PMfCV2DU8omfJMraYqB219qfdaFYrVpGExqXhCuc9sKEQh7O8JMrnaUfSJuIKROFazCS3FsfTd3iiNZTKkTwghhACDQVRDQwMm08lHAB44cIDrr7+ej3zkI/z2t78lfkRE+K9//Yu3ve1tqOrw5q1WK1dddRX/+te/DJXJlFU1EUkaO5lXFQW7Wc35xPHmMitdntTrVldhy/nCv9kwrdbFvh6ZCyXGr3gyyUAgTkUmw1nyQAcGfFHKS1LrXQpFE5g1TRZ4FEIIIchBYglFUTj77LO54IILmDt3Lt/73vdYsWIF0ehwQBAKheju7qa5uXnU65qbm9m7d2/KZY4lEong9XpH3U7EZbLgN5hUwmXX8AVzn3mrusRMny+1eVeaqmA1mXK+8G+mFBTqy+x0DuZ2KKQQhbany8e0upJCV+Ok2vsCNFXZUyqrA/5wEpe1+NfCEkIIIXIt6ynOP/WpT+F2u0d+fuc730lLSwu/+c1v+NSnPkUkMpxtznFEDneXy0U4PNyTkkqZY7n11lu55ZZbUq6rS7PSEzXWK1LlttLlyW0QoCkKJlUlkkgtKCovsTDgLf5eqMoSK/3+CAlJKSPGOV84ht2sYtFUojnO4pmJPm+UOZPLUi7f7Y1S5zbjCxf3BRshROEYXTJGiLEq6z1RhwdQAE1NTSxdupTXXnsNGA6ENE1jcHBwVLn+/n7Ky8tTLnMsK1euxOPxjNyOlfjicDbVTDhhbPJZtdtKr4G04+kosWv0G+jtaqi0c7C/+IOoGXVO9oyRFOxCZKqtP0BzkSeYiCeTKOgppzrv9cWoKZF5UUKkQ0bCCjG+5GWdqKGhoZG5VCaTiblz57Jhw4ZRZdavX8/ChQtTLnMsVquV0tLSUbfjUVBQFUgaTCpR6jDhC+U2vXmd20SPgcQVlSVW+n25DewyZVJVLGYzvrAs1ikmhvb+EA3lxb9mVK8nRFVpavOiwrEENrMmJ4NCCFFo0uFXcFkPon7/+9+PSiRx//33s2nTJq6++uqRx66//nr+/Oc/c+DAAQA2bdrEv//9b66//npDZTJhVlSiSWNDUjR1OPCK5ziNeLnTQn+K61CZ1OEcg7le+DdTDeU2OgdPvh6NEONFLJEkoUdxWrM+ajqrOgei1Fek1mOmA+FoErtlwq/TLoxwOKCnZ/jmKO7e2VwKma0s/fQDLP30A+m3Qz7b0si2HI7M9y2d7RZSoet5eJs7DWw/lXo7HNDdDVu3Dv9fqONg8DOY7+Nh6K/7xo0b+eY3vzny889+9jP+7//+j4svvphPfvKTAOzatYtp06Yxc+ZM+vr62Lt3L7fffjtXXXXVyOs+97nP8fLLL7No0SIWLlzI66+/zvXXX8/73vc+Q2UyYdcshBLGekWcNo0TTMnKCgVwmNWUk0SUucwM+Yu7FwpgUrWd1/cMFboaQuTVgb4QzVV2th8s3nXRhvxRFkx1n7zgG3r9CSpcJoIDskyBSJGiQHV1oWtRcLqiMOB443ct3TSX+WxLI9vKxr6ls91CKnQ9023zVOqtKFBTM3wrJIOfwXwfD0NBVH19PTfccAPAyP8AU6ZMGbn/ve99j5tuuokNGzbgcDiYM2cOJSWjs1SZzWYeeughtmzZwoEDB5gxYwYzZ840XCYTTs1CwOAiu+UuM305TuBgNauEokrKvbS15Xa6B4s7iDJrKpqqpLxwsBDjRddghLPmOos6iIonk6jomDSFeOLk3zx9vihTqy20SxAlhHjDqGQSMsws7yRfV2EYCqKqq6u55pprTlquvLyc884776Tl5s2bx7x58zIukw6bZqI/Zmxx2upSG+19uQ2iKhwmhoKpn5xUlFjY3VHcyRpqSx10DspcKDHxxJNJIjEdh8VEMFqgFd9T4AnEKXWYGfCd/LvHG45Tak8tLboQAEQi8IUvDN//yU/AWtxrqOWKJR7jv1b9ZviHWy5Krx3y2ZZGthWJ8O1Vdw7f/+JZgC0/2y2kQtfz8Db/goE2T6XekQh89rPw4ouwYgX8938X5jgY/Azm+3gouj5+41ev1/tGtkCVI/PitLhqaPX3GkrFedGiGl7cOkAolruToQWNTrq9MXpSOJlRgEuW1rJqbXdRX/hZPquCzfu9+CPFexIpRK40V7mwaAq7u4u3N6qpyoHDprGjPbU6XjjHzdPbPZx4eqgOJPF4PCdM8jPRHPq7NKHaJRAA1xtJVvx+cDoLW58CWfzlv7L+R28f/iHddshnWxrYVk9XPzX1VcP3O/qoqa/My3YLqsD19PQO4a4ZzljdfbCP2oYU2zyVeh9e5kTlcs1IG6dYNpvfwRN0drCCgvG1DFSTRiTHC9q6HSY8odS2YbNqhKPJog6gVEXBbjYTkABKTFA9QyHqyoq752bQF6XWnfpVu0AYHBZZdFcIIcTENSGDKJOiEDfYAWdSFdB1ch2yWE0K0XhqQVRFiYX+FHqsCqnMYWEoGC3qQE+IXIrEE5i04TT/xSoUTWA3EBQNheKUOSSIEkKIQpFFjQuveP+q55BFNREzmN7cZtUIhXObRtysKUQTqf9aVJZa6PUUd1KJ2rKxsRCwELk04ItS7kptLaZCSOo6kbiOWUvtT0K/P4bbUdyp24UQhSGn9gUgi/cVxIQMohyq2XB681K7BV8wt8kRXFYNfzj14M7tsOIJFHfChspSEwNjIAW7ELnUMRSirrx4gyiAYChBSYqBkS+coNxuznGNhBhfMs38LYQoLhMyiLKoJkJJY8FHmcvEUCC3Q+fKHBpDwdTnDlnN5HyOViZMqgLKcIYyISayoUCMMmdxB1G9vjDlJakFRpF4Ek06ooQQQkxgE/LPoEVTiRjMsFfmVOnM8bC0coeJfX2pBXcmTSWeKO6kEm6HBa+/eIM8IfIlkUyiJ1VMqlq0FxWG/FGmN7qAky/9oKODDpqqkDhxir686Ojo4De/+Q1r166ltLSUyy+/nPe+972oR8xDe+SRR7jvvvvw+XysWLGCz3/+8ziOWNk+W2WEEEKMbxOyJ8qmmgyfyFgsVoKR3AYEdqtKIMW1ZJw2jVC48CcvJ1LjttGT48WJhRgrvMEoZc7iHQIXCCdw2lK/rhaM6VjNhR+ftGfPHs4++2xUVeXGG28cCWo+9rGPjSp3zz338Pa3v51ly5bxgQ98gD/+8Y9cddVVHL7KR7bKiCPY7bB37/BtAq8xFjJZOOtjv+Osj/0u/XbIZ1sa2Zbdnvm+pbPdQip0PdNt81TqbbfD7t3w/PPD/xfqOBj8DOb7eEzInigVMwkMBlGaiVgit1eQTZpGNJ7aH+Iyp7no50NVuCzs6S7uhYCFyJceb4TKEht9vuKcIxhPJDGrBoKocBKXVSMYKWzPWn19PVu3bsV62MKKZWVlXHfddfzgBz+gvLycZDLJypUr+cpXvsKXv/xlABYvXkxLSwv//ve/ueyyy7JWRhyDqsKUKYWuRcHpikq7u3b4h3SzdeazLY1sS83CvqWz3UIqdD0Pa3NdMdDmqdRbVWHatOFbIRn8DOb7eEzAniiFuG7sJEZRwKJESebwSqOqKCi6knLKyjKnicEcz9HKhIKCWVNTTtcuxHg3FIhSWcQZ+nQgmUxiSjFDny8Ux20vfJpzu90+KoCC4SAKIBQKAbBp0yY6Ozt561vfOlJm9uzZtLS0sGrVqqyWEeJ4xnViicNOXaRTNj+knQtvwvVEaYqCSTE2pMasqQQSuW0qiwmSidQDDqfdjK8jmMMaZcZmHg6g5HdciGGRWAJLEQx/O5FwJIbdouILnbx3yReJU2dggd58SSaT/PjHP2bZsmU0NDQAsH//fgAaGxtHlW1sbBx5LltljhSJRIhE3rxw5/V609qvMS0aha9/ffj+974HluK9mJBL5kSMzz99z/AP0YvTa4d8tqWRbUWjfP/lX6IoOkTPBmz52W4hFbqe0Sgrn74bAOUmA22eSr2jUfjqV4eH8519Ntx2W2GOg8HPYL6PxwQMolSCCWM9UWaTRjzHa0Q5LRp+A5n2TCYr0VhxTlAHKLGbGQoWb0+ZEPmmA7G4jkVTieZ4aHC6vKEEpQ4TvtDJ52YGo0nM5sL3RB3ppptu4rXXXuOll14aeSwaHf4ush8xTt7hcIw8l60yR7r11lu55ZZb0t2d8SEWgx//ePj+zTcX70lxjpkSCT665i/DP8Ri6bVDPtvSyLbCQa4770UAukM+oDQ/2y2kQtczFhv5PHXHfmPodSetdywGP/3p8P3XXoPvfKcwx8FIGxfgeEy44XxWVcXoqmSldggnQrmp0BusFg1vKPV62dQkiSLN8gVQ4bIy6C/uOVtC5JsvHMNlL95rV55gAoc9tT888YSOqhTXvnz961/nrrvu4rHHHmPevHkjj5eXlwPQ398/qnx/f//Ic9kqc6SVK1fi8XhGbm1tbenunhBFS4m/eY6kRoYKVxEh8mjCBVEaxhfa1cx2fMHcZtVyWxUi0RTTm6sKOrGiHipXajfjCUkQJcThBgMx3I4ivaoKhEIxnNbUAqOEruPU4gYvSeXON77xDX7+85/z2GOPccYZZ4x6btGiRaiqytq1a0cei0QibN68mSVLlmS1zJGsViulpaWjbkIIIca+CRdE2TUFozN1qhxRIrHcZplzWE34oqkN5zObNIaixXUF+EhWi0Ikxf0RYqLwBWOUFXEQFYzFKbOn/v3oSaqoRTBb/uabb+a///u/eeyxxzjzzDOPer6qqoorr7yS22+/fSTZxP/7f/+PWCzGu9/97qyWEeJ4lKK55JBbqSbIEmKsK+4z8RxIohJOGFu7KK6WEgjnNojSNI0UO6KwWRXUSHGmSYbhPxSKopKQ1DFCjBKMxHFai28e0SHRuE5cdQGDKZW3xHXMJjDYuZ9Vr732GrfccgtNTU187WtfG/Xcz3/+cxYsWADAr3/9a6666iqam5uprq6ms7OT+++/fyT5RDbLCCFEXiwxT8DukOIx4YKoUs1KIG4s4UGNM8iBrtwmSSixJoimmJ3PZTUxWMRJJUyaQrJIJ84LUUixRJIUR8sVRDKZpExNPeunJ5nAYtIIx1JbJDwXZs6cydNPP33M5yZNmjRyv66ujldffZWtW7fi8/lYsGABDodjVPlslRFCiJyLheCtw0lulPAQUFnQ6kxERfznPDeihIkkjQVE0UQJiZix3iujYgkryWQgpbJms4l4CimIC8Vh0YjEZD6UEEfSgdgbQ+Byue5cunTAgy3l+ikRsJmgkEm73W435513Xsrl586dm7cyQhxOhrmJrEq+eZ6lGBxhJbJjwgVRJlzopBasHGKxK0RymAlPAVRzjGSKX7Aldo2OgeL9hbFZzAyF5Y+FEMcSjuuYingh6pJkEFWFZArV648nUU0moHA9UWIMsNth8+Y3709QYbOFiz/0SwAeT7cd8tmWRrZ12PO6LYM1ooxut5AKXc/Dt2mkzVOpt90OGzfCnj0wbVrhjoPRz2Cej8eEC6JcmmJ4lecSvOjJ3AUFigLWWOqDWm0aJKNF3BNlU4hEivMEUYhCUxKRkcWoi1FnzIWm+ognTh4YmeJxXBadrjzUS4xhqgqHpZyfsBSNndWTh++raU5kyWdbGtiWfliCGV3JcJLOWPm8FLqeh3+GjLR5KvVWVViwYPhWSEbauADHY8JNRwvofhIYC0CCiSrDgZcxCr166pPNw5qTQKJ4e3pcZjPBmCy0K8SxDEQ0LKbcLpmQCTcDOMypfUcGYiYiqjXHNRJCCCGKz4TriUomjf3BV4CISspD7dJh1aDSnPpk7ibbENtTTEJRCKpFJSIxlBDHpMTDlFh1+nyFrsmx+cMOdC0OnDwDaDgZpdac4dAdMf5Fo/D97w/f/9rXwFK8af5zyZyI8dEX/jj8Q/Ti9Nohn21pZFuHz4NONdVwNrZbSIWuZ/SwEy0jF65TqXc0Ct/5Djz/PJx9NnzjG4U5DkbauADHQ9H1IpzdnCVerxe3281wh9twV/Mi12Q2+Pen/B6qAtec6eIvL+YuxbnDonBqQwnP7kttevaFC+p5bks3sRzO08rE8um1rDvQS6SIMwgKUSg1ZS7sVo393Z5CV+WYpk6qwuMJM+A5+XdemU1jUYOJZ/ccK+DSgSQej0cWmD3Mob9LE6pdAgFwuYbv+/3gdBa2PgVy2lf+jzUPvgfaEjCUZjvksy0NbKtn315q/rAYgO7rXqR21vy8bLegClzPwbb9lP9uIQC9//ES1TNSHMqWSr0PL3OicrlmpI1TLJvN7+AJN5zPksYeJ3w5XiBPUfHrqV/N7dWtxIs49nXZIhRpfCdEwenJCBXFO5oPl+qnwpbaOnSJhEYkKT1RQqTiJvP/wPudcE0RJ0vIhiI+PxlfpJ0LbcIFUb6kwWS8ikJMyfHVQkVlSA+lXLzeES7qL6mBuIMiHm0oREElYgpqkY5OAUgEFQ713J9MVE/iV4t38WAhism7TE8O35lXxFdRsqB4z07GlyI+DZwwJlwQFdONjtVViOA6ebEMlJgUyrTUow4XgzmsTeYcioJuMHmHEBNFOKEQ0Iv3JCqOlaSaWu9SQk+QkFMmIcThlByP3hFHkRYvjAkVRCko6Bi7aqqg0JPjTHNmLY45hUnch8SDxZ0Ny6mkvi9CTDQJYjiV4u2K8iYgSupBXrNNgighhBATz4QKooYZ3+Xc96ro6LHUryMkijylcIlzqNBVEKJ46WBTirenNqrHSaZ8JVnHbkp9KLIQQojsk0tZhTHxgijd2C5bVIXKHI+8SeoqkUjqgVFSNRf1L0wiYSvq+glRWDqqXtyTBhUDfxoUTr4orxBCiFySAX2FMOHWiTJKUXRMWu6vGuuGfgGK+5clHi/eoUpCFANlvMwI1kf+EeL4bDZYs+bN+yL9dshnWxrYlm61HXY/w9EyY+XzUuh6Ht7OVgPnXanU22aD1auhtRVmzy7ccTDSxgU4HmkFUZFIhLa2Nurq6nC5jp10wev1kkgkKC8vP+q5wcFB+vv7Rz2maRpTp049qmw4HKa3t5fa2losWVk4y9gffF1XiCZyn31KNTS8p7hPWswmmRMlxInoyjgZBKCM/CPE8WkanHpqoWtRXLQ0zyvy2ZZGtnXY/uhqht9vY+XzUuh6mg47hTeSJTWVemsaLF8+fCsko5/BPB8PQ5/09vZ2vvKVrzBt2jRmzpzJww8/fFSZhx56iGXLltHc3My0adOYMWMGjzzyyKgyv/zlL5k/fz6XXXbZyO3aa6896r2+9a1vUVFRweLFi6mqquLnP/+5sb07FsVYABJN6gzEchu0qEoSizX1wENLRov6tEVVI0VdPyEKSyGhFHdacCPzQHUDSSiEEEJkhz5eRjSMYYaCqGeffZby8nLWrVt33DJPP/00d911F0NDQwwMDPDBD36Qd7zjHezYsWNUucWLF7Nr166R29q1a0c9f9999/GjH/2IJ554gv7+fu6//34+//nP8/jjjxup8ig6oGB8LoJZyfWoRwXFnHrYoSZzmy0wU97g0b2PQog3KBDWi/cyg1UxoeqpBlEKvlgRD7cRxSEahR/9aPgWLe6/X3mTbjvksy2NbOvw56NGl5LJYLuFVOh6Hp45OmagzVOpdzQKt94KV1wx/H+hjoPRz2Cej4eipxnKKorCfffdx3/8x3+csFwikcBut3PHHXdw4403AvDd736XRx55hL/97W/YbDbcbvdRrzvzzDOZPn06991338hj559/PuXl5fzlL39JqY5er/eN91Y5NORkutPJ7kAgtZ0EVFXlggUzeGLDjpMXTlONy0JDlZn1+1Kr17Wn2/jLK+GiHdS3oqWRl7YfLNr6CVFIDquVSQ0lbN/bV+iqHNPsGjcxLcmeTt9Jy5o0hRmTy9i+51hr1+lAEo/HQ2lpjhcsH0MO/V2aUO0SCMChof9+Pzidha1Podx82LnOlzrSa4d8tqWBbfXs20vNHxYD0PneF6ifvSAv2y2oAtez/8A+Ku9eBEDvf7xE9Yx5qb0wlXofXuZE5XLNSBunWDab38E5H5i/Z88eYrEYjY2Nox5/5ZVXmDdvHnV1dcyePZvHHnts5LlkMsnatWs544wzRr3mrLPO4rXXXsuoPlbVbvAVOhZOfjKRCX9cx2dg3tVQorh7ekK6jjJe5nwIkWU2TcepFO/VVZMSQU2mNrzYpJiwpPlnZOfOnXz4wx/mxRdfTOv1QgghRCHl9Ew3Ho/zkY98hEWLFnHxxRePPD5nzhzWrFlDX18fXq+Xt7/97Vx99dVs2rQJAJ/PRyQSobKyctT7VVVV0dd3/Ku3kUgEr9c76nYkp2IwktZ1LMrR75NVepIKNfUhMX1ha1GvCF6hBTCp0g8lxLFoJp14pHgvMih2BT3FfmSzouBIpjd0x+1209bWxjnnnENLSws/+MEP6OzsTOu9hBDFQ6bqFELxnhOOZzn7S55MJvnABz7Azp07+ctf/oLpsCwi1157Lae+kUHDbDbz/e9/n6amJu6///7hSr2R2SV2xBjPaDSKdoKMNrfeeitut3vk1tzcfFSZUBrLs6iuHM+J0pO4lNQXrKxRQpiLOIjyRmwoavHWT4hCUlUbQ/HiPcvwJ530h1JLUayZ4ljVcFrbqampYdWqVezdu5frrruOX//61zQ3N/PWt76Vhx9+mHhc1p8SQoiUFO+flHEtJ0FUMpnkgx/8IE8//TRPP/0006ZNO2F5RVGYNGkS+/fvB6CkpAS3201XV9eocl1dXTQ1NR33fVauXInH4xm5tbW1HVUmqPsN7YuuQ0+g8uQFM5BMKij21LNhmbQAxZzcK6ZHsWqyBJkQx1Jmi6MmincZgFoTkGLyGl1V6Y1ltibMpEmT+OY3v8nu3btZtWoVDoeDt73tbTQ2NvLlL3+Z9vb2jN5fCCHGP4miCiHrQVQymeRDH/oQjz/+OE8//TSzZs06qsyRVxi9Xi8bN25kxowZI4+dd955/Pvf/x5V7l//+hfnnXfecbdttVopLS0ddTuSpsZQDHR76oBTj6HmsKs0mtDxxlOfq9UWcqMYWRMgz+JRnaws6SXEOJTU7HgjxdtTa7OFIZlaL5BdtRCNZWcx8h07dvDvf/97JAvs1VdfzVNPPcWMGTP4+9//npVtCCGEENliKIgKhUIjKckBuru72bVrF729vSNl/vM//5OHHnqIu+66C03TRsoPDAyMlDn//PO5++67WbduHY8//jhXXnklZrOZT3ziEyNlvv71r/Pcc8/xzW9+k1dffZVPfvKTtLW18cUvfjGjHXYqpagGY0e7aYDc5knQqVZTn1fgSvpwacV7EuaPxXBZZO0YIY6l3JY4aqhyMfHqboKx1L7wHJY4Fj39JBl+v5/f/e53rFixYmSu7I9//GM6Ojr4zW9+w2uvvcYPf/hDfvjDH6a9DSGEGI9Gzz0r3nPC8czQmKt169bx/ve/H4Dp06dz5513cuedd/Kud72L73//+wCsXr2a2tpaPvOZz4x67Wc+85mRx+6//35++MMfcscdd+BwODjttNN46KGHqK6uHil/6qmnsmrVKm677TYeeughZs6cybPPPjuqtyodnngURdEN9Xz2xStQlDCkscZUKnQdfAY6lgJxFcWqQTAn1clYMKRT6pKuKCGORTVZCcVzm/EzEw2WAJuSqX3XJTQzfZEEYDwo3LNnDwsXLqSkpIQPfOAD3HPPPcf8fr/00ksnXE+UruvE43ESidz8zSmIZ5998344vXl0Y55r9DxtcyJxwnnex2SzwdNPv3k/lwxsK2k9bFivNbMhvnndx0wUup6HtbNupM1TqbfNBk88AZs2wYIFhTsORtq4AMcj7XWixoJjrRM1xVFCRzhINMWTBIBz59Xw+s4B/NHcTXQ+f1YFz+4YJJlCdDe93oWSgF09xuZ35UupzczsRiev7h4qdFWEKDpnz6nhxW29Kf2uF8KKxc28tL49pQx9yxqdtHnD9PiO9X164nWi2tra+Oc//8mNN944KvEQDCcROnjwIFOnTk1zL4rXydYoiUajdHZ2EgwW6VUykb6hA2/eL5uEoig0NTXhOnw9njGqq6ebujuGp290fGgtDZOmF7hG419fbzdVvxxu856PbKCmcUphKzRGZHOdqAk3+1/DjkWJETXQq6SoYTSzAjlc2kVXY6gapBLbhaIJXM7i7ekJxRLYzBPuoyXESSkomFW9aAMoBahQAimnOI9bNIKx9IaReDwefvGLX/Cxj33sqOd27NjBe97zHjZv3pzWe49VyWSSvXv3omkaDQ0NWCwWlCLOxCoM6nkzC69ePYXe3l7a29uZOXOm8R4pIUTBTbgzXV8iiKIYmwjd57fiMCXwpDFkJVXhqIJV1YgnTt7bFYrEmVyeYXd5DsUTOigT7qMlxEmZTQrh4p0Ohaaq9MVTHwZRocH2ePaHnPn9/nFxdd6oaDRKMpmkubkZh8NR6OpkTzIJh9Z4rKoCtXjXScsp02EBsdVKdXU1+/btIxaLpR5ExWLwm98M3//P/wRzDucfG9nW4fM8YxmO2snnPmai0PU8PEmbkXm2qdQ7FoM774QXXoCzzoKPf7wwx8HoZzDPx2PCnemqKNhVGz4D3Upq0o/NroMnd/UKx5NYLAqBFH4PQtEkCXPxjhPW0VHQ0RSFxPgdLSqEYQ6LCX+keOe5mE0K5mTq81VCqkbM4O50dXVx22230d/fT1dXF5/73OdGPR+LxXj22Wc555xzjL3xOKKOtyBD1+HAG0PZKnO7ZMiYoevp9TJGo/CpTw3fv+GG3J4oGtiWEj3snCqW4bCdfO5jJgpdz+ibJ4yKkSAqlXpHo/DZzw7ff/BB+PCHC3McjLRxAY7HhAuiAok4doN/oPoDGuU2C5C7ybCRaIxSi8pg4ORlY/EkJdbiPREDCMdi2CwagYgsmCnEIW6HGW+weLuiXBYTvnDqFz7cpgRGp9VGo1F27dqFz+cbuX84m83G2972Nr7whS8Yel8hRJGQa6d5Ig1daBMuiNL1BC7NSQ8pRCtviMUiWCtyO155MAylVgtw8kU4E0kd7Y2Vq4r1V8gbjOF2mCWIEuIwZU4LB/qKN2GA3W7BG05tuLOmKITjmuHvoEmTJvHII49w8OBB7rzzTr773e8ar6gYky799Kf55Fe+wluvuabQVRFizDt87mqq81jHs2g8Sb6zBUy4ICqSTJDE2Im9P6JTYsptt2AkGsflTn0boaSGpqrEk9lZ6DLbBv0xqtxWOgZDJy8sxARRYjfhL+JJUSUOjQFfaj3uZk0lYiDL6ZEaGxslgBoHtm7dynXXXXfCMl/64hd535w5bNmzZ9SakUIIkS23r2plZZ63OeGCqCQ6Ds0ODKX8mlgsiZrpugcnEYwmKbGkPj46FotitWjEU7xqnG9DwRjT6yfexHAhjkdBwaSqxBLF+TsLUO7QONCT2kUmh1UhbnACeWdnJ9/73vdoaGjggx/8IN/73veOW7ahoYGvfe1rht5f5N/UqVP5wx/+MPLzbbfdxrp16/jTn/408lhjXR20txegdiJ/pCck/yRz5+H+9GqbBFG5ltCTJA1m2YsnkzhNJx9ml4loAlQ19SGDgVCUEruJQJFe1Y7GE5hNxT3kUIh8sppVwkazMOSZzWwmlGLii1KriaGQsf2JxWK0t7ejadrI/eORlM9jg91uZ/HixSM/V1VVHfUYicRIEBUIBPj617/O6tWrcTgcfPKTn+Tyyy8f9Z7/8z//wwMPPMDQ0BBz5szhq1/96qiFmBOJBP/v//0//v73vxMOh1mxYgUrV66k8rCkFZdeeikf+MAHWLt2LS+++CJXXnklJpOJXbt28dvf/nbU9t7//vezYMECvvSlL2WvYYTIOTm7KrQJF0QB6Lpm6ORe1yGWMOU025yu6ySV4eyBqawh4wnEKHda6CrS4XI6EI3pWM1a0Z84CpEP5S4Lg6mk3ywQBVA0hXgyte+4EruJTq+xi0uTJk3i4YcfHvn58Pvi2HRdJ1Sg71C7Wcv6OlVfWbmSr3/963znO9/hiSee4K1vfSubNm2ipaUFgG9+85v87//+L7fccguTJ0/m0UcfZenSpWzevJlJkyYB8LnPfY6//OUv/OQnP6G8vJxbbrmFiy66iNdee20k+N6yZQs33ngjX/nKV/jpT39KU1MTbW1tfP3rX+fmm2+msbERgD179nD//ffz8ssvZ3U/J5rDT41kfo6YKCZkEKUqoCkacT31P0yhOFhMGqFM1z84gWg8icWkEk5h3ZWhQJyGiuJeR2TAF6XcaaFzqDgDPSHyqbrURnt/8SaVMGsq4Xjq328Oq0Ygw3Ttfr+fgwcPMnv2bACeeeYZ/v73v7NixQquvfbajN57vAjFEsz95r8Lsu2t374UhyULpwmqCjNmgMnE+6+/npUrhwfdrFixgv/93//lscceo6Wlhc7OTm699VZee+01Fi1aBMCZZ57JunXr+OUvf8kPfvAD2trauPPOO3nkkUe47LLLAFi8eDFTpkzhz3/+M+9973tHNvuOd7yDb33rWyM/NzU1MWfOHO65556RoaK///3vmTt3Lqeddlrm+2lEumnsrVZ45JE37+eSgW3pFsth9zOsVz73MROFrueoNjeQUiGVelut8Le/wdq1sHRp4Y6DgTaOmc188B3Dv++/z1N9J2QQFUpGMCmqoSAqEg1jt+U2iApGEzitWkpBVDAcx24t7rVEen1hmqvsEkQJAbidJra2FW9PlMtuwh9K/fvNZoZILLMrzp/4xCe47LLLmD17Nnv37uWyyy7j9NNP57e//S2KovD2t789o/cXRUJRoKwMFIWly5aNeqqxsZHu7m4AXnrpJeLxOB/+8IeB4V44Xddpb2/HZBo+XdmwYQPJZJILLrhg5D1qampYsmQJa9euHRVELV++/KiqfPjDH+aXv/wlX/va10gmk9xzzz1HrVWWF+n28JlMcMUV2a1LNrZl0o59P9fbLaRC1/PwIc8mA6fzqdTbZIK3vnX4VkgG2jihajw9/dQ3X5cHEzKICieSWFWNcDL1ExpPIEaZw8SAL3dzo4YCccocGv0pZF+PJ3U0TUFRFMPrtOSLJxhjocNd6GoIUXAmVUHVizebJrwx3NCf2iKZKgqaopLM4LsnGAzyj3/8g3vuuQeAP/3pT1x77bU88MAD3HvvvfzhD3+QIIrhIXVbv31pwbadbaZjnNwc+hsWCAQwmUz8+te/PmpOXGlp6UgZs9mM+YiFNJ1OJ36/f9RjDsfRozWuv/56vvrVr/Lcc88RCoXo6uri+uuvz2ifhCiIUV+/kmSiECZkEBVNxrFrFjzx1BfPHfAnaCy35bBWMBSMM73GnnL5aAxsZo1QtDjXYkokkyT14WFCxZyRTIhcG54PlVqAUigVJTZ2dnpSKms1q0Timf1Od3V1UV5ePjLn5qmnnuJDH/oQAHPmzKGrqyuj9x8vFEXJzpC6QkomYWBg+P8TXEiYNWsW8XicRCLBsiN6rA6ZMWMG0WiU3bt3jySbSCaTbNu2jUsvPXmwWVlZydve9jbuvvtuQqEQV155JdXV1entVybSvaASi8EDDwzff9/7wJzD5VeMbCt22EXpTEfs5HMfM1HoesYPb3MDf19SqXcsBvfcAy+/DGecAe9/f2GOg4E2NiXivGPTU2+87pK81HeMfzOnJ5yM4TalHqwA+IJxShtze0ACkSQua+pX/oYCEcqd5qINogB6fREqSqx0y5A+MYHVldvpGCje+VAATrua8nC+UpuJoWBm3zuNjY309fXxxBNPUF5ezvPPP88Db/yx3LFjx8g8KTEO6Drs2zecpe8ETj/9dJYvX86nPvUpHn74YRoaGtB1nUceeQRVVbniiitYunQpp5xyCl/96lf54x//iNls5vbbb2dwcJD3ve99KVXnxhtv5OqrryYej/PQQw9lYQfTkG4vbjQKH/zg8P13vjO3J4oGtqVE3zyhV4yc0Ge43YIqdD1HtbmBoeKp1DsahY98ZPj+734H73lPYY6DgTY2J+L8+NGfvfG67+alvsU9qSZHIskEVgPpxAEisQRWS26bK57UMWsKSordsr2eCFXu3PaOZapzIERjubGAVYjxptJpLeqeKFVRsJgU4onUTuwqXWYGgpntj9Vq5Tvf+Q6XXHIJp5xyCp/97GdHegTuvPNOPvGJT2T0/mLsURSFhx9+mLq6OqZOncrMmTNxu93cfffdzJs3b6TM/fffz86dO6murqahoYEf//jHPPDAA9TV1aW0nQsuuIC6ujoqKytHklOITL353VGkMwzGIWnzQpuQPVEJPYlqcPhoIqmjKwqqomQ0D+BkQrEkNpNKKIXkEoP+GLMbSnNWl2zwhmKUOkyyXpSYsGxmjVgiQSLF1OGF4LBqBMKp9yyVOVT29Weedvuzn/0s//Ef/0EwGKS5uRmAaDTKT3/6U0499dSM31/k38qVK4+am3TIqp//nLrzzx/12K9//etRc5dqa2v5+9//ztDQEJ2dnUyePPmouU2zZ89mw4YN7N+/n3A4zIwZM46aQ7Vq1arjBlWKolBSUsI73/lOWY9MjA9ZXopgLEq1AyKbJmQQBZAEVFSSpD4uORxNYLdoBCK5Gz7nDcZxOzRC3pOfoESiCawWpagDlKSu4w/pOG1m/EW6MLAQuVRXbqNrMLeLdWeqqtRKnzf1niWHRSEcy848x8rKylGLpFosFgmgxrBD6y8dy9xp06CiYtRj06dPP2bZsrIyysrKTrityZMnH39bc+ce97mnnnqKzZs3yzplQoiMTNggKpKMY1FVwgYmdw4FopQ5zTkNovr8MapKLHSlcEKjA8FoEpvFVNTzojqH/DRX2djWLkGUmHgay+28vmew0NU4oZoyGzs6vCmVNWsqcV0nGx1rfr+fX/3qV6xfv/6o3ovJkyfz3//93ym/1/PPP89dd93FwYMHefDBBykvLx/1/Be/+EU2bNgw6rFzzjmHb37zm6Mee+yxx7jvvvvw+XysWLGCz372s9hsNsNlRPEJhUIsX76cnTt38o1vfOOEQZgQY4qM5yuICRtEeeNhTIqxOU49gxEc1txOVBsMJqh3p94l2TkQwmkv3gx9AN1DEerLi3jBPCFyRFUUghGNcCzzoW+5pCpJfCkminCYVXq92bkgcuWVV7J7924uuugimpqaRj1XW1ub8vu8733vY//+/SxdupR7772XSOTonr/XX3+dpqYmbrjhhuNu4/777+dDH/oQN998M5MnT+Z73/seTz75JKtWrTJURhQnq9XKvffeOzKXSmSTnMTnW7EubzORTNggqj9qPFNW12AYhdTToqcjEk+yof3Y48mPZXeHv+i/uuLJJGv3pJY6WYjxJKnrrN/fU+hqnNSaHYMp9yx5w3G2dmR+0aa7u5tXX32VAwcOjBrOl46f/vSn1NTU8MQTT/Dzn//8uOWmTJnCRRdddMznkskkX/nKV7jpppv42te+BsDSpUuZO3cu//73v7n00ktTKiOKl6qqLFq0qNDVGPeK/ZxkXJI5UQUxYYOodOXjy8HIMJmx8mWVy2QcQhSzsXC1sBDfOaqqUl1dnXEABVBTU5NSuUceeYR169ZRX1/P5ZdfzrXXXjvy3ObNm+no6OCaa64ZeWzOnDnMnj2bVatWcemll6ZURhyDqsK0aW/eF+m3g9UKf/7zm/dzycC2dIv1mPdzvd2CKnQ9rYe3ucXY605Wb6sV/vhHWLMGTjutcMfBQBtHTWY+cfVXAbgjT/WVIEoIIUTeVVdXU1FRwWuvvcYpp5yS8+2VlZVxzjnnsHTpUrZs2cKHP/xhnnzySe644w4A9u3bB3DUsMKmpqaR51Ipc6RIJDJqeKHXm9rcs3FFUY5KKDHhpdtzYDINr5eTD0a2ZdKOfT/X2y2kQtdTOywQNxk4nU+l3ibT8NpQ73lPenXLFgNtnNQ0Hm05683X5YEEUUIIIfKuu7ubSZMmce6553LttdceNUelrq6Oz33uc1nb3gMPPIDT6QTgmmuuYf78+VxzzTV8/OMfZ8GCBUSjw8l87PbR69o5HI6R51Ipc6Rbb72VW265JWv7IURRGgM97mJ8K8RHUIIoIYQQeRcKhfD7/Zxxxhl0dHTQ0dEx6vmpU6dmdXuHAqhDLrvsMhRFYd26dSxYsGAkm9/AwMCozH79/f0jabhTKXOklStX8oUvfGHkZ6/XO7Im1oSh6zD4RobK8nKZvwHpn/HF4/DXvw7ff9vbcnvF3ci2Eoclz0lhncusbbeQCl3Pw9pZjxuYp5pKveNx+L//e3M43zveUZjjYKCNtWSCt2x/4Y3XXZqX+hbpJzN/FBR0g6P8c73g7vA2hr9jU92Kqioki3gxz0NURUHXjba4EGPLoUX/iv2TbvT3UVWMzZ86kSlTpvDEE09k583SMDAwgK7rI6nJFy5ciKqqrF27diQgikajbNmyZWTuVCpljmS1WrEW87yOfEgmYc+e4ftLloAscDvcJumIROBd7xq+7/fn9kTRwLaUwzNiRjJMwJXPfcxEoesZfbPNleP0hB9TKvWOROC9733z56uuKsxxMNDG1kSMO/522xuv+6+81HdCz/A0KRqT7MbHaZ85tzrn6yJPqrDSUJb6H97F09w4LEX6RXOY+nI7jRWOkxcUYgyb11yGw1r8v48Lp7hx2FI7oVWAU6aW5LZCObJv3z4eeuihkZ8jkQg33XQTbrd7JFtfdXU1b3nLW/jJT35CODx8EviLX/yCSCTCu9/97pTLCHG4X/ziFzz//POFroYYlw67oiXDKQtiQgdRCT2JUzN+omM26djMub2S1h+I02BgbSVPIE5jlf3kBQus1xNmep2r0NUQImfMmkpliYVgpLgXl1aAyjIroUhqV8SdVhOmLF89SiQS/OQnP+Gcc87hsssuA4Z7dlauXEncwPCU3/3ud1x00UV8+ctfBuBd73oXF110Ec888wwwPAzvr3/9Kw0NDZx55pk0NzezYcMGHn30USoOS3jwm9/8hnA4zOTJk1mwYAE333wz9957L42NjYbKTER33HEHDz/8sKHX/PjHP+aVV17JTYUykM16/eEPfyjKfRTjgMRNBVf8l0pzSEcnoeuYFJW4nnrXer8nQk2Zjf29gZzVzR9OUGpTUUjt96SjP8RpsyvY2eHLWZ2yIZpIEgjHqXBZGPAb6H4WYoyYXO1kf2+g6P++ldjNhCPJlIcm17kttA9l93f2C1/4Ao899hhvectbePzxxwGwWCx4PB7+8Ic/cOONN6b0Pueeey6TJ08+6vE5c+YA4Ha7uf/+++nv72fHjh3U1dUxefJk1CPSTNfX17N27Vo2bdqEz+dj4cKFlJSUGC4zEd17770sXrx4VPr3k/nVr36Fy+Xi9NNPz13F0lCs9Spuxf6NJ8a7Qsy0nNBBFEAgEcWpWfDEUx/D2zEQZlZDaU6DKB0IRhO4rCZ8kZNfkQ1FE2iaillViaU71jpPdnT6md3gZsDfW+iqCJFVqqIwudrOM1uK/7PdXO1gX0/q32ENZRbW7M1eeu5IJMJdd93Frl27GBgYGAmiAN7ylrfw3//93ykHUTNmzGDGjBknLVdZWckZZ5xxwjKKorBw4cKMy0x0t956K5dccgmBQICXX3oJx8AA77roov/P3nuHyZGVh/pvVXXOk5PiKOe40mq12tXmZWHx2mCMwWsw5gI298c1GB4DxsbrBFyMbZIxYMzFNr42cMHghV02Z+2ucppR1mikyZ1zqPD7Y6SZHq006u7p7uqeqfd5+pnq6VN9vnPqdNX5zvkCVzJ6/cM//AOBQID/+q//mggP//nPj/szXLp0iZ/85CeEw2FWrVrFQw89hOkq/4aXXnqJZ555hvb2dh544AH+67/+iw0bNrBr164p9YdCIV5++WU2bNjAQw89xLe+9S3OnTuHIAi0t7dzxx13TLmWM5Vrz549PPnkkxNyGRgYVAc91Pg5bc4HEJHTuE22os4JxXO4nZV3jB0MZelsKDyBWiCcod1X+/5G0VQWhxWcVsO52GB20e5zMBDIotRBkJfOBgdjocIWj0yiiFmCdK58CzQXL16kvb2djo4OhKuitTU0NBAMBstWl0H1+frXv8673/1u/vRP/5RYLMYPn3qKje9+N+FwGAC3240kSdjtdnw+Hz6fD4DHHnuMdevWsW/fPnK5HF/84he55ZZbJnzQYNzP6M477+TSpUscP36cnTt38sgjj0wxm/v617/Ou971Lj772c+iadpEWHqXy4XP58Pj8dDT08Ott97Kd7/73YnzZiLXt771LW6//fYJuW655RYuXLhQoR6uLfI3tGv/7jc7EAw/KN2Z8ztRSSXLPJu3qHMUVUNWVKwmicxMQ3lOw3A0x45uByeHkwWVPz8aZ/VCLxeD8YrJVC6OX4yxpN3HkQsBvUUxMCgLArBqnpMXe/16i3JDbBaJlJYjqxSmFDU6TYzEymvK19bWxujoKOFw+A1K1M9//vOCdpbmBJoGucKeAWXH7JhROPJFixbx+OOPg6KQe/BBFrzlLfzwRz/if3zwgzz88MM88sgj3HfffXzoQx8CIJlM8vDDD/Ptb3+bt7/97QB89rOfZfPmzXzta1/j4x//OJFIhM985jN87Wtf4wMf+AAwvnN5xacun9bWVp5//vkpZpvvete7ppS5++67+f3f/31+53d+B6BkuaLRKJ/85Cf56le/ygc/+EEA7r33Xt7ylreU3H/1izG5rz5Gn9eFOV80GuXf/u3fOHDgAO9///u5+eab31DG7/fzz//8z1y4cIFly5bxu7/7u2+wGS9XmZmiaCoqGiICahGD0B/N0uaz0u+v3MMtI6tooopFEgua7MSSMnabhCQKNb8S7o+lWdruw2Y2kc4Vkd/AwKBGaW+wEkpkycq1bU4L46Z8l0ZTBZdf0GjnbJnNl91uN29729v4jd/4DX77t38bWZY5cOAAP/jBD/jbv/1bnnjiibLWV7fkkvDXnTcuVwk+PQgW543LXYcHH3xw/EAQMC9dyooVK7jQ33/d8i+88AKBQIB9+/Zx6NCh8fD7moYkSezduxeAvXv3EolE+K3f+q2J8+677z5aW1vf8H0PPfTQG/zeNE3j8ccf5+jRo4RCIcLhMH6/n+HhYdrb22ckVygU4uGHH544781vfjMtLS3XbmypyqnFAld2ziyFW6pUui7NbMo7NletXl3RWU4tr86i+rwQuS0W+Pa34dVXYccO/a5DEX2ck0x8/IE/AOBvqiRvUUrUj370Iz7ykY/w1re+le985zvs3r37DUrU4OAg27ZtY8WKFdx///383//7f/nmN7/Ja6+9hsfjKWuZcpFUstgkM0ml8JXWAX+KFZ2eiipRAGORHO0eG/2hG9ejAf5IhhavleECzXT05NxIiBUdHg73G2Y7BvWNAKzqcvHKybDeohREZ7ONPccL2wUWEHA7IJwq/2LHP/zDP/D//X//H+9973uRZZktW7bQ1NTEt7/9bXbv3l32+gyqy0SCY1GE5mZMdjuycn3rjZGREUwm04QJ3RXe8Y530N3dPVHG5XLhcEw1Xb+WEtXU1DTlvaIovOlNb+Ls2bM8+OCDUxSccDh8XSWqELmGh4evKVdbW9u1GyuW6E1hNsN731vauZWsy5Q3iZ9pfp5qtnEm6C1nfj8Xo0QVIrfZDO9///hLT4roY8Vk5kfrxlNW/M1MFfkCKWqkb9q0iVOnTuFyufjmN795zTJ/8Rd/gc/n4/HHH8dsNvOhD32IZcuW8fd///f86Z/+aVnLlItoLoPXZCtKiQrGcricUsHR80rlQjDN+nku+kOFle8bTrB+UWNdKFFj0QzdbY3GbpRB3dPeYCOcVEjnKmfeWy7sFhOqqhW8Y+azm0mltbKnIclms4yMjPCd73yHv/3bv+X06dNYLBZWrVqFpmmcP3+exYsXl7fSesTsGN8R0qvuCnK1GWdbWxuyLPOud72LBQsWXPOcjo4O4vE48Xgcl2syXcbw8PAN6ztw4ABPP/00IyMjNDc3A/Dqq69OBI6YiVydnZ3E43FisdiExYymaQwNDd1QLgODUshPk64Z/lG6UNRSyJIlS6bctK7Ff//3f/O2t70N82Ut0O128+CDD/Lf//3fZS9TLuJKBpepuK0/VdOQZbXiCTUTGRWLRUMSC9v6jydlnBYRs1T7MUM04PRQiDXzjfDABvWLgMDKLg89/bWdXuAK3W0uLo4Ubsq3qMnO+UDh5Qvl1KlTE+ZeXq+XrVu3sn79esxm85TP5jyCMG5Sp8drBv5QU9A0CIdBlqdEIPD5fESjkxEfb7/9dtra2njkkUemTAr9fj/Hjh0DYNu2bTQ1NfGd73xn4vP/+q//wu+/sS9iJpNBEIQJJUnTNL72ta+9oVypcrW0tPBP//RPE5//6Ec/IhC4zo5vqZNeWYaf/3z8VUQutYrXpeR9Ps1uY9nr1RO95cyrUyim/kLklmX42c/gz/5s/K9e16GIPpZUhTvO7uWOs3urJm9ZNYB0Os3AwACLFi2a8v/Fixfzox/9qKxlrkUmkyGTyUy8z78JToeiqZgEqWi/qIv+FPOaHJwcLF/Y32sxEpVp9ZgZKiBHiwZcCCbpbLJzoYjwxXoRiKdZPd+Ny2YhnjbyRhnUH/Ob7QwGs6QrGGSmXAhAW7OVF45ECiwv0Ow2cXigug/Qq3cZDOocVYUzZyCZnKI83HPPPXz5y19meHgYi8XC5z//eX7wgx/wa7/2axw+fJgdO3YwMDDA0aNHJ5QTl8vFF7/4RT7wgQ/wyiuvYLfbeeGFF2htbX2D/9PVbN++nU2bNnHrrbdyzz33sH///msqOaXI5XQ6+dKXvsT73vc+9uzZg91u5/nnn7++OV+pqUgyGbgSrCIen7npXJnqEvLmXkI6c91y5a5XV3SWU8jmzZmyRfR5IXJnMvArvzL5Xq/rUEQfW+Qc3/3RI+Nv/s8nqiJvWWtIpcZXK68O/uB2uyc+K1eZa/G5z32ORx55pCTZk5fzRcWUwgfiJX+KHStaKq5EXfRnWDvPUZASBdA/nODmlU11oUQBHD4fYcMiDy+fqP2oZgYG+UiiQHebm5d6az8vFIDXYSGTVpCVwhaLfHYzsXSu4IS8hTA8PMznP/95AoEAw8PD/MEf/MGUz3O5HM8//zy33XZb2eo0qDwf/vCHp/glffrTn2bLli1Tyrz/oYfoyPOj/qu/+ituvfVWTp48ObEAetttt3Hu3Dkef/xxBgYGuOuuu7jrrrumzAd+53d+hy1btvDss8/S3t7O3/zN37Bx40YaGxunrd9sNvPSSy/xk5/8hMHBQe6++2527drFN7/5zSmylyrXww8/zMaNGyfyV33pS1/i5z//+UTSZwOD8jK3TPiODURYu7z0QDeVoKxKlMvlQhRFQqGpDjzBYHAiGES5ylyLT33qU3zsYx+beB+NRpk/f35BsgdzSXxme1FKVCqjYDWP51CRK5jgNpFRcZjNBSfSTWUVQMBhMZHM1vBW+GWi6SzprEqr18ZopPZ9uQwMrrC8w8P50URFf//lZHmXh1ODhZsddrdYOe8vrylfNpvlzJkzxGKxieN8bDYbv/qrvzrlXm5Q++RHpQP4/d///TeUeee998KmTRPvBUHggQceeENSWo/Hwzve8Y7r1nXy5ElWr149kST3iSeeYGBggJ07d05bP4DVauWd73znlP998pOfnPK+VLkA1q1bx7p16ybev+c975m2vIGBQWH447U3PyyrEmU2m1m+fDk9PT1T/n/8+HHWrl1b1jLXwmq1YrVaS5I9IRefL0oDhiJpWrwWhiocyGEkkqHLZ6EvWFg9pwajLOl0crSvMLMdvTneH+HmFc34o5myrnobGFQKu8VEm9fG8z2jeotSEJIo4HWL+M8UtlAkIuB2CoxezJVVjgULFvDoo48yMDDAN77xDf7yL/+yrN9vMPs5c+YMb3vb29i1axehUIif/vSnfPazn2XZsmV6i2ZgoAtzIfHujZqoR56oskcf+M3f/E3+8z//k7GxcfOWs2fP8otf/ILf/M3fLHuZcqKioWgaZkEq6rz+kQTdbZW33T/nTzO/2VZw+aFAmrZGG2K5HIMrTFpWuBRIsrTd8IMwqA82LvJx5EJ4SoSkWqaryc5AIF2wP3uzy0wkoZY9Kt+EPF1dhgJlUBJvfvOb+elPf8rWrVu599572bdvH3/2Z3+mt1hzmqnR4erjnmhgMFOK2onq7e3lS1/60sT773znOzz33HPs2rVrYsv6E5/4BM8++yybNm1i+/btvPjii9x33328733vmzivXGXKTTiXwme2MZYt3JcoGJdxOC0IglDREJPpnIoE2M0SqQLCKKuahj+Soc1nYyhU/shaleDcSJzbVrVxMZC8bJJoYFCbtPvsZHIawcQMHairyJJOF3t6CssNBbC41UbPYGX9KuPxOP/4j//IoUOHiMfjUz5buHAhX/7ylytav0H9smTJEpYsWaK3GAbXxFCiqoGmGv2sN0UpUV6vdyK5bn6S3fwbmd1u5+mnn+bFF1+kv7+fT3ziE29IyFuuMuUmnEuxyNFYlBKlaRqJZJpGl5lArLLR5c76kyxqttE7VJh8pwfibFvWXDdKlKppHLkQZMviBl46aQSZMKhNTKLIii4ve07UhxkfgNdhJierBeexMosidotILF3ZxYy3vOUtnD17lrvvvpt58+ZN+ey6Uc0MDAwMDAxqgKKUqM7OTt5fQPZiURS5/fbbq1KmnGQ1BUkQig51fn44wbJOB4GTlVWiBsM57ljh4sRQsiATokRaRkXBZTURz9R+gAmAYCJLOKUwr8nJpUB9RBc0mFusXeDlzGCMrFIfwSQAVs730Hux8Cii8xutDBTof1kqIyMj7N27l/7+fpqamipal4HOCAJcSVJbJybmFafUfrBY4EpuK0tx+S0rWZd2Oafn1ceVrldXdJZTs0z2s2oqos8LkdtigS9/GV56CW69Vb/rYLHwJ/d8CIA7zNPLkJNME2X/okry1mjwff2IyVncJhsRufDdm9FIlq3LvAhUdhNbUTXCyRzNLgtj8cLMiE5cirJqgZe9pws349Gb3ksRbl3VxlgkTaYOcu8YzB2a3VasJjMDV0UOrWWsJhGX3UQwWtgijwAsaLbwyunKpm4QRZGWlhZDgboGap1EeywYUYS8EOIGgCiW5gJgNsOHP1x+eWZaV35Onpnm56lmG2eC3nLm97O5iD4vRG6zGT7ykfGXnpjN/Ovm8TxRt99AUZQl00TZv5ipIl8ghhJ1FcFckg6rpyglSlE1wgmZRrel4iZ9p0aSrOtyF6xEjYYyrF3YgEUS62blXFFVjl4IsHVJA6+c9BvW1QY1gUkSWbOggVdP1kdOqCssandxeihe8O/IazeRyipkC8wlVSotLS00Njayb98+tm7dWtG66gWLxYIoigwODtLS0oLFMu5vOxsIJDJYJBG3rTqTm5pEnvxNaakUY2NjCIKAuUoTPgODWY0Ot0pDibqKlJLFIgoICEVF3TpxKcHiDheBWLCC0kE0rWAxgc0kkpZvrBRpwLnhGEs6XPRequzKcjkJxrNEkjKLWt2cHy08r42BQaXYtKiBUwORutodlUSBxe0OnjwwUvA5K9pdnB6J37jgDBkZGWHBggXcfvvtvO1tb6Ozs3PK5+3t7W9IxDvbEUWRxYsXMzQ0xODgoN7ilI2srBAJj4+plibP3DXpC+ctwMRtCKLIvHnzkKQiogIrCrz44vjxrl1QzLnFUkxd6uR9UVNmeI+sZhtngt5y5vdzMYvkhcitKPDcc3D0KKxbB7t363MdFIWb+49cPt40bVFRzS97f1XkNZSoq9CAhJLDKZmJK4XvKvmjWW5a1ogoCBXPc3R6LMmSVjvHC4yc1T+a5J5NbZwajKHUUTSXnksRdq1qIRBLE02VN1eNgUExLGh2ICsaQ+H6CNJyhXlNDs4NJwv+3VskEbtVI5SovA9lKpUiHo+zY8cOBgcH36A0LF68uOIy1CIWi4UFCxYgyzLKTCejNcJLh/u59eHLCW4PHACHQ1+B9OJrvz55/LsvYvZ4ilOgANJpuOOO8eN4HJzO8sk3g7qE9KR1jJCZYdTSarZxJugsZ34/F9XnhcidTsPdd0++1+s6pNP8x//9NADPfOw3pi1qlXMTZfn2R6oir6FEXQN/NkmLxUk8VbgSpWka/miqKiHFB0M5Vqx00DtUmMKmqBr9/iTd7S5OD9bPro6qaew9E2T7siZe7B1FriMF0GD24LKa6W518WJvfZnxiYLAqgUunjlcuNzdLTbO+9NVMaFdtGgRTz31VBVqqj+umHjNFjMvBQnbhQvjb6xWsBWe83BWEb84eWyx1O4OS0nk3TXmQOLXmkAz+lxvyp5sdzaQUrI4JBNCkQaWJwYSLO90V0iqSVRNYyiSpctX+IPo1KU481qcdWdfn8zKnByMsXFxg96iGMxBJFFg69IG9p0NodTZQ2p+s4PhSJpsAWa/MK50zWu0cilYWb9OAwMDA4OZU19PpJlTi+01dqKuwRWTPpfJSkwuPMxvLJHDbhOrEsTh7GiaW5d5uBRKFTSwZEXlkj9NZ4ODgWB9hQ4fDCVp9lhY0ubibBV8NQwMYNxHdfPiBs4MxYln6sucVBAEVi7w8OyRwn2hunxWhsO5ipv8nj9/nt/5nd+5YbnFixfz3e9+t6KyGBgYGBgYlIqhRF0HfzZJp9VblBKlAX0jCRa1uTg1WNkgDhlZJZSUaXJa8CcKWzm+MBxlx8p2BkPJ0kKr6six/gi3rGwikpDxxyubv8bAAGBJh4t0TuVSMKm3KEUzv8nBSDhNNlfYYo4ALGm1sedspLKCMe7zs2jRohuW6+rqqrgsBgYG5ae+ZhcG9cKN7Kj0sLMylKjrkFSymMQSEu+OJLhjfQunB6MVv5GcGk6ydZGb5wpM8ptVVAbDCRY0O7kwVl87Oqqm8fqpELetaeKVEwrJbH3tDBjUF21eKy0uB6+eqS8/KLjsC7XIw7OHC9+FanFbSGQUMnLlpz9dXV38n//zfypej4HBbKc/kGBBjQRdEAzVSQe06xzPTm7UQj16wPCJmoaonMFnLi6KUCanks7KeJ2VdwiOZ1RSsoa3iLwb54djrFroRqoz3yiArKLw+qkw21d6MYnG0DWoDB67iVVdDew756+7HVuA+S0ORsLJgnehANZ02ekZqi8zX4P6oQ5/RnXBx390RG8RDAzmNMZO1DSMZeIsdjQSzBU3uei5GGP1fDevnKhsziiAE4NJVnc42XO+MDMcWVG5MBZnSYeLU3UUqe8K0XSWnr4U21f42HMiVPFw8gZzC6tZZOvidl47O0yuTpJT5yMKAks7XLx4vPAdtEaHhXhWJZGpv/Ya1Aeq2cRf7x73g/v0LIk4OGNK7QezeaIvR5IVDoFvNsP//t+Tx9OgmfI+N81wallEvbqit5x5fa4V0+eFyG02w1//Nbz0Etx6q37XIW+833SDNsqSVPX7jKFETUNOUxAQMAsSOa3wm9VYOMuWpRbMkljxiVgkJWMxg9tqIpYpLLfL6Ytx7lzfzvmRRF1OFEeiCRxWiY3z2zjYP1JUUmQDg+thEiV2rmjhQN8wiQJ/S7XGsk43l4LJgiPyASxqsXN8oL7Mew3qC81s4Vvb3wbApy0WnaWpEUrtB8tkX3ZKFZ7CWSzwiU8UVjZ/0mqZ4QS2mHr1RG85zXnXv5jxVIjcFgt86lOlyVVO8sb7VvP0bZQlc9XvM4ZN1A0Yy8ZpthRnc6wx7hvV3V4dW+WjAwnWzyu8LlnVOD0cYfV8TwWlqiznx6Ik1Qjruu26OBMazC4kEbav8HH8QoxwvD4VKLMkMq/FzpkiFCKPzURO00hmZkdSVwMDA72YXMzUjJyOVUEz8kTpjqFE3YBwLkWD2VH0RP3cUILuDkfRuaZKIZiQMYnju1GF0jeSpKXBhsNSv5uRJy6lkGQny1tb9BbFoI6RBIFbVjXQ548xEqtfv6C1Cz2cHowVFaJ8dZeLsyP122aD+kBTZNYPnWL90ClQDIUdKL0fFGWiL0W1wn2pKLB37/jrRvLmW7WoM7RwKaZePdFbzvx+LmYsFCK3osCrr8L3vjf+V6/rkDfebySDpKlVv8/U7wy6SqhoJJUsLslGTCk8tHZWVgnHs7T6rIyEKx+S+/ClBGs6Xbx6PlxQeU2DQ2dDbFzSyCu9o5UVroIc6vezrqOd5S3NnBrz6y2OQZ0hILB5QRdDo3EGxuo3yazTaqLRY+XQuXDB57S4LGjIxi6UQcWRMhl+9i8fG3/zDx+AGokopyvpdGn9kE5P9OWdf/bfZRbqjXWxbdv4cTw+rbxCZnKeI2QzVatXV3SWU8hkrnl8QwqRO52GHTsm3+t1HfLG+9P/81emLWrJZat+nzF2ogpgOBOjzeoq+rxjF2KsX9BQAYneSDglg6TQVERUQH80gyAotHisFZSssmhoHB0axutQWdHWqLc4BnWEiMDGefMYi6U4MxbWW5wZsWWZj4NnQkV5B66b5+DYpfrLgWVgYDCOYcA1xzFM+HTHUKIKIK3mkITxABPFEEvJyKKM116dKCHHLiZY1+UsyoDwwNkwG7obEesw5PkVNDT2XQhil8wsa2nVWxyDOkAS4JZlrYSTSfqCAb3FmREdDXYyOZVgvPCdtDaPlWBSNiLyGRgYlB9jcm+gA4IO81hDiSqQsWyCVkvxu1HHz0dZs6A6ARziGZVIRqbDW/jOUiqjMBBIsKyz+LbVEhpweHAUu0Vi4yKPEWzC4LpIosi2NS4GIinO17kCJYkC67s9HDwbLvgcAYH18+z0DBq+UAYGBuXB0Jt0Zg5cgFpsoaFEFUgol8JrthUdKGIsksHlNmG3FLeLVSo9AwlWdjiK2lk6eSnG4jYX9joOMgGXTfsGhsloChsXNyAaqpTBVVgkkR1LOrkwlOH8aFRvcWbMmgU+Tg0kigpp3t1s41IoS1auxUeSwWzEGGlzCyPtSPWZAzpUTWIoUQWioRGVMzSYbUWeByf6YqyZV53dqIysMRhJs7jZXvA5qqax70yALUur479VSTQ0ei8kiMbg5lU+JNEY4gbj2M1mdq71cnI4yGAgp7c4M8Zrt9DoMdM3UnhIc7MosrDFxqmRVAUlMzAwqAbGxHluoxkDYCo6rJsbM8wiGM7EaLUWrwxdCqRoaTRjkarT3aeG0yxusRRVnz+aJSOrzGt2VFCy6nHWH6JvOMVtK9qwmquzC2hQu/gcVm5Z1cT+k3HGYvUfTEEQYMsKL/tPh4qaSK3qdHJ6JFFUGHQDAwODG6Nd59jAoEroMOzq236rysiaQlbN4ZSsJJTCw0mqmsaJgTirFng4XGAI8pmgahrHB8eDTOzvjxV83qGzIe7c1MRoOF2UeVCtMhhKk8r52bm8lf3nA0SS9RvC2qB0uhqcLO1w8XLvKOlc/Y9rgOWdLkZCaWKpwnfU3FYTTU6Jo5eq8zvw2SyE05VP72BQ+6gmE3+/8zcB+ANzdQIt1Tyl9oPZPNGXsljhKZzZDJ/97OTxNGimSVk0aYZyFVGvrugsZ36fYyqizwuR22yGz3wGXnwRdu3S7zrkjffV5unbmBOlqt9nDCWqSAbTMebbvJxOFpcH4cJwivtu8tDbL5JVKj+RGwrn6G5x4LObCRc40copKofPRdmyzMue3lCFJawOoXiOV06Nsn1ZC2eHY1wKGs70cwUBgdXzvDisJl46MTprdl9cNhPzWm08e6jwoBgCsGmhi4P9saot1t22qo2fHbxQpdoMahnVbOHvb303AH9gsegsTY1Qaj9YJvuy3VThiaLFAn/2Z4WVzZ+0mmd4jYupV0/0ljO/zy1FjIVC5LZY4C/+oiSxykreeP9H0/TjSjGbq36fMcz5iiSt5hAEAatY3M1L1TROXIyxskqR+gAO9cfZtMBZVDCM4WAGVdNmjVkfQDqn8NKJEdp9NtYvaKjrcO4GhWExiexY3kJWVtl31j9rFChBENi20se+U2HUIuz4unw2EhmFcKo6iXVb3Q6ixs6vgcGcZHbcbQ0MboyhRJXAUDpGp9Vd9HkXhpN0tdiq5huVyCiMxjMsbi4uGMaB01HWLGjENot8iRRVY9+5AImMzK2rWqoWLdGg+jS6LNy6soXTQ1FOD0dn1QN99Twvw8EskYRc8DlmUWBlp43DFwsPQDETBGBrt48DF4JVqc+gDlBVlo1dYNnYBVBnh0ntjCm1H6b0ZYUXRVQVjh8ff91I3ryFKkGZoVzF1Ksnesup5dVZTP2FyK2qcPQo/PSn43/1ug5F3DsEHe4zhjlfCcSUNPMkN2ZBIqcVfrMY342KsmqBm8PnIxWUcJLewTR3rvIxGM6QLtDPKaeo7D8zxs0rm3j+6OismoSeHYkRiGXYsbyF3oEoQ6H6DzJgMI6AwPJONy0eKy+f8JORq7PrUi0anBZaG808d8Rf1Hnr5nnoHUoiV2k3rs1nI5TNEk3XfwREg/IgZdI8+c8fHn/zlfeA06mvQLVAKlVaP6RSE315+2d/Vmah3lgXa9eOH8fj08orpPMifmZn6AtZRL26orOcQp7P6ZT+vxGFyJ1Kwfr1k+/1ug554/3JD94/bVGbnK36fcbYiSqRwXSMTlvxpnkXhlPMa7JjM1VnJ0TVNA71x9i0oLhkuv5ohkA8w4qu6pkfVotwMssLPaN0NdjZuLgJk2iY99U7douJXauaUTVhVipQJlFk24pGXjsRKiqsbZPThNOqMRCqjmmdAKxb4uXw+dnhU2lQRizoEoLYwGDWYoQ41x1DiSqRiJzGLlkxCcUpQ6qmcaQvyoZuX2UEuwb+uExGFpjvKzx3FMDxvijzWuw0OK0Vkkw/ZFVl37kA/nCaO9a00OKefW2cCwjAgmYXNy1r5siFMKeHIrMy0eOWZY0c74+SzBRuxicJAhsXOtjbVx0zPoDOBjuxeJZkuvpK7N69e/ngBz/IW97yFsLh8DXLPPvss/zu7/4u73jHO/jyl79MNvtG5bJcZQwmsaZG4FMe+B81uqNgYGBQB9Tes91QombASDpGl7X4BLWX/Em8bgmntXrWlEcHoqztcmKVClf6VE3jlV4/W5Y3YK6SH1e1uRRK8GKvn+WdTjYvbsBkJOetGxwWE9tXtOKxW3i5Z4Rwcnaaj3W3udA0lUv+4kxP13Q5OTuaqVpYd1EQWL/Ex6Fz0arUl8973/tefu/3fg9BEPj5z39O+hqh1f/zP/+Te++9l66uLu677z6+/vWv86u/+qsVKWMwlbbR58YPOgxf1HJSSxsRUxavZkkgn3rC6HF9MHyiZkBYTtJla8AkSMhF+EZpwOEzEbYua+T5Y6OVEzCPnKJx8GKUzQs97DlXuKlNMqPQ0x9h2/ImXukdm5U/1LSs8vLJIF0NTm5b3cKJgSiDoSLsiw2qiigILGl3Ma/BwcG+EOFZHAXOYzezpNPFM4dHijqv0WnCYxc4eqm4VAwzobvNxWAwQTpX/V2ov/qrv6Krq4unnnqKb37zm2/4XNM0Pv7xj/Oxj32MP//zPwdg27ZtrF+/nqeeeoq77767bGUMDOYms3F2UEfUkkY9hyj7snssFiMcDr/hlUhM5ufJZDJv+DwSuX6ghVSqNie0GhoX00E6rd6izx2JZBBFjSZX9czIhqNZUnKOBY3F1TkYSJHM5lg+C/2j8hkIJXixd4w2r41bVjRXdafQoDCa3VZuW90KGjzfOzqrFSizJHLzqiZe6S0uRLtJFNm6yMW+vkTVpjUmUWD5fCfHLxSe3LucdHV1Tfv5sWPHuHTpEr/2a7828b9169axfPlyHn/88bKWMTAwMKgOhuKUjx7Za8quRN11110sWrRoyquhoYH3vOc9E2W++MUv0tzcPKXM+vwoIJf56le/SmtrK263m3nz5vH973+/3OLOmIicxGkyYy7SNwpg3+kQW5b5qupre+xSgpUdDuxFhi8/dC5Ce5ONVm9xflX1Rk5ROdgX4vjFCFu6G1m/YPaaMtYTDouZW1Y0s7jVxZ6Tfk4Px4rKk1RvCMDNK5s5diFMIl24HxTAhnlOeofSVTPjA1i7yEvPxSiyUpvX5Pz58wDMmzdvyv/nz58/8Vm5ylxNJpMhGo1OeRkYGBgYlBc9pgRlX2p//fXXp7w/duwY69at453vfOeU/2/dupVXX331ut/zk5/8hI9//OP88Ic/5E1vehP/+q//ynve8x4WLVrEzp07yy32jBhMR+iyuelLhYs6L5aSCSWyLGhxcGGsOqG2ZVXj9fMxti128cKpaMFO+JqmsafXz+71bbx8LEeiCAf3eiSSzPFi7yidjQ52rWrhwliKvtEYyiyeuNciFkliRZeHRpeZI30RQsnqmafpyZqFPoLxDIOB4kIFd3ptmE1wMTjDEMNF4LSaaPFZOHw+XLU6i+VK4AeHY2oScYfDMfFZucpczec+9zkeeeSRGbagvtHyfU3NxSWqn7WU2g9mM9/cNr4TmhMrbC1hNsPHPz55PB2myc81aYZyFVOvjmgmE8+95bexmSV26CCnlt/n5iL6vJD+NZvhox+FF1+EXbv0uw55432hafo2yqI0UfaDVZK34vZK3/nOd2htbeVXfuVX3vBZNpvFZDIhXsOZ/+///u956KGHeOtb3wrA+973Pr7zne/w1a9+teaUqIicpsPqxSqayajFObcfOhvh7s2tDATSyFVKDhZOyozEsqxod3BiOHHjEy6Tzam8ftLPLauaeebISFEmRvWIBgwEkwyFUnS3OblrfQtnhmP0jaZn9S5ILWCWRFbN89DostBzMc6x/tCcMVzoarLhc5l4+Xhx+aDsZom182w801udHHRXuGl5I4fOhmvaJN/n8wEQDAZpaJgMBhQIBOju7i5rmav51Kc+xcc+9rGJ99FolPnz58+4TXVF/qTaYtFPjlqi1H6wWPjcHe8DoMVU4YmixQJf/GJhZfMm8ZplhlPLYurVkbORLL+z5h0A9OkwroV8xakYpaGQ/rVY4G//tjTBykneeP+Gefo+VsyTZT9YpetRUTulbDbLv/3bv/He974X81UXeP/+/Xg8HpxOJzt37mTPnj0Tn2maxt69e9m1a9eUc26//XZee+21SopcMhfTIeaVkDcqp6icGYixYVHxflUz4eRQihaPRLOzuJtwOJ6jdyDMjhUtCHMk6YeqaZwZjvPMUT9Wk4k71zWxpN2BpIcB7izHYpJYt8DH7rUtRBI5XugZYzSanDMKlNdpYs1CH3t6A0W1WRAEblrsZV9fvGpJdQHafFayqsxYpLZ909atW4cgCBw+fHjif7lcjp6eHjZs2FDWMldjtVrxeDxTXgYGBvVPRq6eyfS1mLJwVcurWLOYiipRP/3pT/H7/bz//e+f8v+FCxfys5/9jGg0yuDgIGvXruXuu+/mzJkzwHhwilQqRXNz85TzWltbGR29fjQ7PW3PE0oWURBwSMVrv2eGErQ0WPDYqrddqgF7z8XZssiJtUifn0tjaQLJNBsWNlZGuBpFVlV6B2I8dyyIWTRx2+pWVnR6sBg+UzPGYTGxabGPm5a0EEpkePrIKBf8iTm142ezSOxa1cYLx8aK3uVd3eFiKJIimKiema0kCGxc6uPA6erufJVCW1sb9913H3//938/YXb3zW9+k1QqxW/8xm+UtYzBNcj/HVfJ4qLmKbUfVJV5kRHmRUYQKt2Xqgp9feOvG9WV//lM5SqmXj3Juxa6yJlfZzHPykL6V1Xh3Dl46aXxv3pdhyL6WNDhelTUnO873/kOu3fvZtmyZVP+//DDD08cWywW/uEf/oHHHnuMf/7nf+av//qvJz5Tr+oEWZYRpln919v2vD8VZpG9gZOJsaLO0zR4/WSIbSsaefrwSNVW3dOyysH+BFsXu3nlTKSoek9ciLJtVSPdbU7OjRRuEjgbkFWVE4NRTg3FWNDs4OblLcTTWU4PxYmlZ2euokogAE1uK8s73IDI2ZEoo5HwnNl1yscsiexe3c5LJ0ZJZ4sLEd7useJ1COw5U90opmsWeLkwkixa3krwve99jx/+8If4/eMmkA8//DBWq5U/+qM/mrBo+Na3vsX999/PkiVLaG9vp7e3l3/6p3+aYlpXrjIGUxFyeffFVAqcRtLdkvshleKlf/xdAHb96c/KLNQb62Lx4vHjeHx6efNyswmZGfpkFlOvjgjpyWvB3/xG1eXM72fhGrnxrksh/ZtKwZIlk+/1ug554/2J956ZtqhNzlT9elRMibp48SJPPvkk//qv/3rDspIksXTp0onoRm63G7fbzcjI1Nwoo6OjdHZ2Xvd79LY9z6gyaVXBZ7ITloub0ATjWcKpDAtbnfSNVk8pGY3laHBmWd3p4vhgvODzNGDviRB3b2gnmVMYrqIje62gahp9YwkujCVocFlZO9+LKIn0j8UZDKVmvc9YqVhMEotanHQ12gkmchy5ECGembvKpyQIbF3RwNFLAcLx4vrBYZFYPc/OSyeLWwSZKS6rma5mG788UFz+qkqxfft2mpqa3vD/JXmTgPnz53PkyBH2799PLBZj8+bNU/yaylnGwKAa1NJGvTAnl790Zo51+Y2aq0d3VEyJ+u53v4vP55uST+N6pFIpjh8/zk033QSM2/fv3LmTp59+mo9+9KMT5Z588kluvfXW636P1WrFaq1e3qVrMZAOs9zZQiSeLjjy3RUOn41y75Y2BoMpslW0tT01nGL7Ug+dXiuDkcKjn6maxjNHh7l9TRtqLsJorDbzeVUaDQjGM+w5ncFqkljc6uS2VS1EUwp9ozGC8VzRY2G2IYkCLR4bi1qcmCSRi/7xnFzVCqZSqwjAtpVNBMNZBvzFLURIgsCOJW72nY+RrWJo8XGZG3j9VLBmzC1XrlzJypUrb1hOkiS2bdtWlTIGBnOJ/FtBjdwWKk4ttVOrJWHmEBVx5tA0je9+97s8/PDD2Gy2N3x+//3387Of/YyLFy9y8OBB3vGOd5DJZPjQhz40UeaP/uiPePzxx/nKV77C+fPn+dM//VN6e3un7DTVIrKmEsglabe6iz43p6gcORdm29I3rqhWEg3Yfy7G2i4nriITzMqKxp4TY2xa5cblKD5X1mwjIyucGIzy3PFRzo3EWNDi4PY1rWxc2Eijy4I4h4JRSKJAu8/G9mWN3La6mSa3mSMXwrx0YtzfyVCgYP3CBgKJFCcHi/PfFIAti1ycHkkRSVXXnK67zU0slSMQq+1gEgYGtYaqzZ37v4FBtdHj11URJeqll14iFAq9IaDEFb74xS/y/e9/n127dvHud7+bpqYmDh48yOIrNprA7t27+dGPfsS//uu/cvPNN/PMM8/w2GOPsXbt2kqIXFZGM3EazPaSEvBe9KcwmaGjwXHjwmUkp2q8cjbK9m435muEnJ+OZFbhhcMBti5pwWWt3ZwO1UQDQoksB8+Heb5nlP5AgoUtDm5f3cLW7iY6GhyzMiCFzSyxuMXFjhXN3LKijWa3hZ6LUZ47Nsbxi1GS2dmdX6wYNi5uwWmVONVfvPnusjYHWVmjP1jdvFlWs8SqhW4Ong1XtV6D+mau78RfQRTmRj8Ypn0Gc4WKmPPt2rWLcDh83c/XrVvHf/7nf97wex566CEeeuih8glWJTQ0LqbDLLA3cDZZXK4XgFdPBNi9sZmx/amqhiuOZ2R6BhNs63az52y0KFOdVEbh4Nkgb9rYyWOHBue0j8vVaJpGMJ4hGM8gIOC2m+hssLO0rRlEjVA8y0g4QziRJafU1+6MzSTR4LbS5rPhtVnIqQrDoRSHzodI1UDAgVqle54d0ZZhz4niI4i2ecy0ek28fKp60UevsHW5l72nA8hVNB80MDC4HsbvcC6jUV/zhdlIxZPtzlVicoZWiwu3ZCWmFLdanM6p9FyIsXGpl32nwpUR8DoMRbJ47BLr5zk4dLG4FfJIMsszPYPctamTJw4MksoaitTVaGhEUzmiqRwnBqOYRAGfy0Kb18qKTi+SqJHIyPijGS4GkjUTnEJgPIKc226myW2hwWXFZpaQZZWxWIa+kRjRlFwzPjK1THenBZ/LxIET0aJt6j02ifXzXTzbW/0ohvOb7WQVlZFQdXe/DAxmC6omzJndKIMqYzx70cNbwlCiKkh/KswyZzO98dGizRn6R1MsanPS0eBgKJSskITX5uRwis0L3Sxrs3F6pDhn90Asx4vHB9m+voE9h4Nkcob51nTIqoY/msEfzQBRREHAaTXhdZgvhwC3sH6Bj0xOI5aRiaVkkukciUyOTE5D1bSyKS6iICCJIlazgNtmwmmz4LKZcVglzJJITlGJp7IE4lkuBcKksophplMk3e1WfC4bB08Wr0DZTCI7lzTy3KlgVXeoAWxmE2sXe3mqRqLxGdQZ+SbiJmPaAZTeDyYT/7LpzQAoYoX9kE0m+P3fnzyeBk3Kk2WmchVRr65Ik9fiYUmquk/OlD4vpp8K6V+TCT74QXj5Zdi5U7/rYDLxk1vvwGJWkEzTjytZkCaux29XSd4aHp31T05T8GcTdFg9DGaKT0j52okg929q57H9abJVNvM62B9jZ7ePdFbgYqjIcO2xHIdPhrh3cxfPHBoikTEc0AtF1TRi6dxEvqlALMtzx8ewmEQcVgmX3UKL18ISqx1FtOI2y6RVMw4xgz9rxSmkUFUIZe1ktDQWrtinC6hADgGHYKPRFiWnWclgpcWaJCI7cEkZojkTWk4mkc0STsmMRtKksjKyohrq0gzp7rLic1k5eCpadCQlkyhy65JG9pwPkspV10xSAHauauLgmRA5w4zPoARUKW+qoXMEXT2ZsgtVaj9Yrfzpvb8HQLPJUgappq+Lr3+9sLKWSVk0ywzlKqZeHdHyrsXDeoxri/naxzeikP61WuEf/7E0ucqJ1cqv3rUfgKdzIWDRdYvmTJaJ6/HbVboehhJVYcayCVa6WgjkTGTU4nZlMjmV/edCbFvRxEs9xSXwnSmaBq+ej7BjmYNUxoo/WZwJTyiW45WeQR7Y1MljBw0fqZmgoZGRFTKyQijxRoVUQEAUQRREzKKAZNJQhQQSElbBNLHFrWqQ1rJAjAuqgixnyKkKqqahaRFjV6mCLJnvxOsSOXgiVrQCJQoCNy220zsaIZysvp/Zkg4X0VSWYcOMz8CgpqgtC665F+N8jjSzZnAk+oFN1/3cMOebhWho9CVDLLI3cTJRvCnMJX+KBS0OFlU5CS+Mm5q9fjbFXasbeOl0jmiquN2wQCzH00eHuHl5G6+eGSJe5VDMcwUNDUUFBYWcAuQAJg6mwXBKrTQCsLW7Bcmq8NqJYNEPXQHYscTHSDjLQKj6CxEum4llXW6eODBc9boNZhH5417T9Jnt1AAqAuKVzii1HzSNxuRlyxZHc/mEu05d+C8Hx2punl7ecmoUxdSrJ/nXQo9xnd/nxZh4F9K/mgZjYxAIQFMTtLTocx3y2njDhV4drsfsi7Fcg6TUHEklTYvFWdL5r58KsmqhW5fw4RlZ5dkTQTbOd+M0F69zBxNZXj41zLa1Xprd9gpIaGBQmwgIrF3sIadqvNZbmgK1psvOWDLOGX91F1BgPJnvzjVNvNLrLynAiVOcu2ZbBlMR5bwd9GR1fXxrivyfUan9kExy4Kvv5sBX340tV5zPcil10do6/rqBvEJqUhYhXZwLwEzq1RMhNXkttET15RTSede/mD4vpH+TSWhrg9Wrx//qdR3y6pUy01tD2HLpietRLXnnhBIl6JKCayoD6SitFheWEnJHyYrGq71Bbl3TpEuy1lRW43B/krtWNWMvQZFKZWRePRJm85JGWn0VtuE2MKgBJEFg95oOsorCoT5/SYaSG+c1ImgWTg3qYwq7sbuBvpEEkUTx9YuILHI0VEAqAwODWmQuWrbpbgI/5+wJbzT/rf78eE4oUYubq5u49lqoaPSlQixyNJZ0fiiepW8szsZub5klK4xIOsdLZ8e4eYUFSwlGoMmMyjNHh1jf7WNJq7v8AhoY1AgWSWLn+kbOj0U5WUIiXYBVnS6s1hzHBosPSFMOOhvtuJ0ipy7FSzp/gd3HYLr6eawMapM5N9erErXVrXlmV8YFrwpzr5tv1ODqd8icUKJWdTgwifo3NaFkSam5ks36Tl6M43aa6GrSxywumFA4dD7NjuXmkhQpWVF59tAYTU0mNi5qrIH9QQOD8uKymrl1fRNnLibpGy1NAVnSLmG3ZXjtbEyXSZLdIrFpqZdXeoIl1e8xWTGJIiG5ds1wDAwMDMrJnNNnDIA5okT1DiVZP8+ltxgADKQitFhcWITitRANeKUnyMYlXpxWfWKChBIqRy6o7FhW2o6UomrsPREiq8nsXNWKJBqqlMHsoMVjY8eaJg6cCjEYLM0nYEm7hNcucvBcTpeHsiQI3LamlVd7g2Tl4gOPSIjMt/noSwYrIJ2BgYGBwbUx1DjDnK9CnPcn6fBacZgrnJiuAK6Y9XU7m0ry1crJKnt6gty6ukU3BSSUUDh6USl5R0rToOdClIuBOHetb8dWA9fFwGAmdLe5Wb/Yy4vHRgmX4EMElxUoh8jB8/ooUABbljZwbjROIFZabreFjgYG0lFkzYj8aGBwNcY0d5ah+wXVXYA5z5xQojQ0DlyIsXWRR29RAEgqWSK5FO3W0uQJxrOcHYmyfXlp/lXlIBhXOHJBYccKa0nBJgAujCbZdzbA7vWtNLmNSF4G9YcoCGxe0kCjz8xzR0dJZ0tTHtZ1+fA5zLrtQAEsbnVhMomcGYiVdH6D2YGqaYTlGUbmMjCYpcxuuwtjQm8w95gzeaKGomnWdDlpcVkYi5e2ylpOhjMxVrhaiMgWkkrx8pwZTNDssbK8082pwdImPTMllFA52idzz+pmnu4JksgVvwIfjGV57ugot6xu5sJwkrPD+rTFwKBYrCaJnaubuRRMcrpE/yUB2NDZiN2q8Oq5tG7TEJ/Twsr5bp48OFySDGZBosPq5kR8tOyyGdQ/Wn5UWdOcmXZMT6n9YDLxo7V3ASALFV4HN5ngPe+ZPJ4OadKiRJupD3ox9eqIJk1ei4ckHSxqpMm+0aQi+qmQ/jWZ4Ld+C/bsgR079LsOefWqNxhXqiRNXI+3V0ne2h2dFeC1cxF2LWvgsWN+3UNTamicTQRY7mrhRGwUpYTEp6+fDHHP5lbC8Syj0enj51eKYELhxVNBti32sK8/SCxdfL+mswrPHx5l/RIf21c0se90sKS8NAYG1aLFbWXrigb2ng7hj5T22xMQWL/ATDqT4/A5fYJIwKQy+OyREeQSfncCAkscTfSlQqjGarTBNdDyJzTWOWx1kL8VVWo/WK18/M0fBaDBVOHckVYr/J//U1hZi+Xax5WuV0fUvGvxkB7j2pJ3/c1FjIVC+tdqhX/915LEKit5/ardoI1ZyTJxPd5epesxJ8z5rhDLyIxEMyxt1T/kOUBOUxhIR1hYYthzVdN44YifrSt9OEtxTioToVSOV/tC3LLcQ7PTVtJ3KJrGwTMhRsIp7tnYhsde/cTCBgY3QgBWdflY1+3j2SOjJStQoiCwc0kzGVngxIh+CpQoCNy+rpm9pwMkM0pJ39Fp9RKWUyXtqBsYzCW0WW7QZ1BdjCUr/ZlTShTA4UtxVnc4sJpqo+nhXApZU2m2lBY9MJVTeLUnyK3rGzHrGMY9lVV5oTfG6i4rnTNIqNs3kuTlXj+3rG5kUVtpoeANDCqB1SRx+7oWzBaN546U7v9kkSR2rnBwPhjjxKA+O8gwrhBuX9HIuZEEo+HS5HCbbNglM8MZwwzXYBryZ3tzL7nNBEJ+R5TaD5qGPZvGnk1Xvi81DRKJ8deN6sr/fKaBZYqpV0/yroUuubHy6tSK6fNC+lfTIB6H0dHxv3pdhynjavqiAlX8bVymNjSJKiKrKgcvxtmyUJ+ktdfiUipEi8WFXSxt9yUYz3GiP87ONS2Ign4rXamcyitnoixtcbK4uXRFKpaSefLgKA0eM7esbMEszblhalBjtPvs7N7QyvH+KEfOR1BLvEE7LBI3L3VxZijHQChdZimLY+0CHzlF4cxgafmsTII0Hs48FSizZAazDSGXt0uZnMP5w/JvG6X2QzJJ79+9nd6/ezvWXIUXYZJJcLnGXzeQV0hNBpQR0jO8txVRr56IqclroYecQjqvz1NF9Hkh/ZtMgtsNbW3jf/W6Dnn1itnpx7stl6769ZiTs9OLwRROi0iLa4Z2u2VCReNs0k+3owmpxEtyYTRJMJpm6zL9IvYByKrGi2dCtLgtrO9ylRTGHcbzSR08HaZvNM4dG1po8+qTYNhgbmMSBbYs9bG0y8Wzh0cYK9F8D6DBYWLnUi9HLsYZiuhr+ra4xYXPY+bAmXBJ5wsILHU0cSEVNMKZGxgUSA3vqcwYrYgdg9mCpqrwoA3u1sfPT5viwzr7O70WWzgnlSgN2HM2wvZur647N/lkVZmBTITFJfpHARy5EAFU1s1vKJ9gJaBp8Pr5OBlVZvsSN6YZmBkOBlM8d2SM5fM9bF3WZCTnNagaTW4bu9d34I9lefn4WEnJZ68wv8HGlgUeXjwdIpwszfeoXLS6bSxZ4ODVXj+lxm+ZZxv3g0oYflAGBgZzFEu8HzZbYKe1pq0ODSrHnFSiAOJZmQv+NGu7asfvJpxLkVJzJeePAth3OoTXJ7KoWf92nRxK0x9IsWuFZ0aBL7KyykvHRvBHU9yzqZ02b20EBjGYnZhEgY2Lm1i5wMtLPSNcGEmWvAImAGs6ncxvtPDsqRDpnL5PWqdNYttqH68cDZBTSpOlwezAIkqGH5SBgUEec2tXBEDMX0TSQYuaG71c28xZJQrg+FCc+Q0O3NbaifQ+mI7iMVnxmEqLcqdq8FpPkLWLPbT49A8lOxjOcaAvxo6lLlpdpcujMR504rkjoyztcrFteaPhK2VQdtp9Du7c2EIwkeaV4yOks6XvGplFkZ1LG1A0lT1no7qH7XdYzNy/voPnjvhJltgum2im3ermfDJYZukMDAyKxphF64reqXKMAaA/c3oWqmoae86G2bnUW7LvTrnR0DibDDDP5sMqlqbc5RSNXx4cYdNiH81O/RWpSErh+ZMRVnRaWdnunFFPp3MKL/eMMhBMcueGNha2uGrkyhnUM1azxI6VLSzpcPLCUT/9o4kZPZ7cVhO7Vng5509wYiil+6POLAlsX+fl+ZOjxFNySd8hCSLdjibOJQNGPigDAwODKRj3RL3RYy44p5UogGAySzCRZUV77QQuUDSVc0k/S2cQaCInq7zS6+e2Da24aiDnUk7ReOlUFJMEO5d6Z7yLNOBP8/ThYZq9Fnavb8FdA200qD9EQWBZp4vd65s5Oxzj5d4x0rmZBUqY32Bly2Inr5+LMhjW32fILIq8aUMHPWcT+EsMaHEloe6ldJiMWpoSZmBgYDC7yAsxrocSpV33zaxBl9DxRVA7dmw6cqA/zlvWNXMxmCExA/OdcpJWZQYyUbodTZxJ+kv6gcbTCk8cHGLrai+vHw2XbMJTLjTg2ECCDq+F25c3sL8vRihV+iRTVjT2nwnidZq5aXkj4XiOo31hcooRLczgxrR4bGzo9jEUSvLUwdEZm9tJgsCmBS5MksaLp/Q334NxJfG2DW0cGwwzEk7d+ITrsMDuIyKnicr6hmU3qE+0/ABOkqSfILVEqf0gSfx8xU4AFKHC6+CSBG9/++TxjcpeRp2pXMXUqyOakCebHnk68xejxSL6qZD+lST41V+F11+Hbdv0uw559Wo3CASniZO/jTdXSV5DiWI8LPfLZ6PsWubll8eDNaPPh3Mp7KKJeTYvF9Phkr4jnpI52BvjgfXt/OLICMms/qvIQ5Es4WSI7d0ehsImTs3AcR8gksjx7OERulrs3LmhlXNDSc4Ox0rO5WMwu3HbzGzo9qGi8nLPGKkyLC64rBI3d7s5N5binF+/BLr5iAJsXe3m1FCYi8OlK1CtlnGT2REjkIRBiWimPEsBW2n+vrMCQWBix6DUfrDZ+PBDnwLAa66wBYbNBj/8YUFFNUteyhjrDNPHFFGvnkxps636rhP59WvF9Hkh/WuzwY9/XKJkZcQ62a+qefo2ZkyWid/Gm6t0n5nz5nxXGItnCCZkVrTXVuS3oUwMkyjSYnGX/B2RZJYXT4/x5i0dOMy1oTenciovnApjNcMtS71YTTMbihpwaSzFU4dGMJng3i1tdDTYDX8pgwlsZolN3Q1sXdlA78UIr/QEZqxACcDiJjvbuz28dj5WQwqUwI4lrQz71RkpUF6TnQaznQupcPmEMzAwKAu1buo0+8kz59PlUhjXX28MJSqP/RdiLG114qqhaH0AfckQjWYrXlPpCt5IJMsLvSM8sLUDe40oUqoGRy4lOTWSZNdyNx3ema8cKKpG78Uozxwapb3Bxt2bDWVqrmMSRdYu9HHbhhZGIymePTRKIDZzXyWrJLJjqRuPQ+K5E2Fi6dowBRYFgd0rWkiks/SPxEv+HrtoYZ7dw5lEoAaiUBkYGBjUGFMSDOt8j9S7/opReLv0SPtqKFF5KJrGy2cidDbMcCu6zGhonE4E8ZhmJtdIOMuLvSMs7yw9D1UlGIvleO5klK4GM15becwTsrLKwXMhXj7uZ367nQUt+ufNMqg+oiCwYXEjwUSOJ/ePMBAoj0+PAKzscHF6JM3hi3GUGnqAtbmt+BNpDl0Kz+h7Gsx2TsX9KBg+hgYzQ8zlLVokEvoJojNTbhOl9kMiQd8X3kLfF96CPVthH8VEYnxmKgg3ljc1ueMtpJLVq1dHxHReO/WQM5nf50VYHBTSv/lldLwOWnyyXikzfRtt2dTEb6Na8tbGlkQNEUpmCSX1j6h1NSpqyX5R+YyEs4yEay/Hi6xo7Osrv89FMqPwem/ttdegOqiaxv6z/rJ/rwYcvhQt+/eWg6FomqHozCdXg5lIGaQxMDC4gjCbd3RraCFJH/Ro/xzo8xofV8ZOlIGBgYGBgYFBnVHb08s5QI1P8OcaeuR7NZQoAwMDAwMDg4phTDXH0Qzv3NmLDgqVNs272UPh7dLDd7fs5nzPP/88Tz755JT/2e12/viP/3jK/5LJJD/60Y+4cOECy5Yt421vexvmq8J1FlLGwMDAwMDAwMCgRpgjOzS6KzFzoJtrvYll34l68cUX+d73vofNZpt4Wa1T4+cHg0G2bt3K3/3d3xEOh/nsZz/LbbfdRirPMa6QMgYGBgYGBgYG9cCs9oma1W27DpreIc7nAEV0rB7mfBUJLNHV1cVnPvOZ637+V3/1V2SzWfbu3YvT6eSTn/wkK1as4Otf/zof//jHCy5TLSySgCAIZOTajFJlE01kVHnGtzBREHDaJGIp/RPyTocogNdhIpyYeZtvhMMmYTVJhOM5I8yzTpglEZ/Lgj+aqXheFIdZQhA0Etna/K1fwW6VkBWNXBnuSTbRRFqt7d+8gYHBNajRR1KNilV2pirFepvzGehBRXyi/H4/X/jCF/jyl7/Mnj173vD5j3/8Y97xjnfgdI6HnW5paeHBBx/kx3nZkQspUy0sJpF7VzdiEmvTntljstLtaCiLDr6m28va+b4yfFNl6fJZuGOlj0ZHZc07BWBFl4e7N7WxbpEXj81sWLVXAUkUmNfo5PbVrdy6rhmvw1TRJ4ZJFNkwz8W2bhdSjf7Or9DisXLfxjbKIeY8m4cWS20lGDeYfUzxBZIk/QTRmbL0gyTxTPdWnlmyBUWssFu7JMEDD4y/biRvnizaTOUqpl4dUfPbKeogZ36fC0X0eSH9K0lw333Q0gL336/fdZAm26XeQGVRhcu/je6tVZO3IjtRdrud0dFRwuEwn/70p3nb297Gv/zLvwCQyWTo6+tj6dKlU85ZtmwZjz76aMFlrkUmkyGTyUy8j0bLE4I4nlHoGUxyyxIvL5wOl+U7y8loNoEkCHQ7GjiXDJU811Q1jdd7Amxf3sjWZY0cOBNCrcE9alWDYwNJHJY0G+Y7kUQ7h/qTxDPlX01PpBVePelHEgVafDY2dftwmM0MhpOcH00QS+WM1aAyYRJF2n125rfZsdsEAuEcB84HK7ozKgoCS1vtLGi0cmIkyZFL8Zq+nt0tLpYscPD4gREyuZntQs2zeTAJAn0pI5S5QWXRTHlTDdvMk6rXLfkLH6X2g83GD37jAf7O/A/cyiHgwTIIdv26+PnPCyub57ahWWaYa7OYevUkv5026/XLVQjNMrmIrFmL6PNC+tdmg8cfL1GyMpL3O7nRuMpZLLzv1/8MgL4q3WfKrkS9853v5I//+I8RLqcO/vCHP8z27du5//77ede73kUyOZ6czOOZmvDV6/WSuJwcq5Ay1+Jzn/scjzzySNnaks9Zf5I2j5UVbU5OjtRe8rehTJwOq6sMihTsORlk/UIvt65pZk9PgJxam6ZNyazKnrMxfA4Tmxe4SMsKxy4lSeaUstelqBrDwRTDwRQmSaDNZ2PVYg9uq4lwLEvfaJJQLFtTSVfrAZtZYl6TnY5mO2ZJJBDNcPxCmFiysqaaoiAwv8HKkhYH/eEUz54Mo6i1e+0EYMOiBhxOiWcPjiHPUFZDgTIwqF/+0fL3AHyZvwH+RFdZJqnd+2c10LTanCfVO1oR8089pl9lV6Ku3j3avHkzW7Zs4bnnnuNd73oXTqcTQRCIRKY+vMPhMC6XC6CgMtfiU5/6FB/72Mcm3kejUebPnz/TJk3w2vkw969twh/PEUjUXkLecilSAEcuRFjc6uDuzW28cGSMRLZ2fSbCSZkXTodp9Zi4eamTWErj+EBllCkYTww8EEgxEEghCQINHgvzWx1s6PaRySmMhDIMB9PE07LhR3UVJlGk0W1hXrODBreVnCIzGEix/3SQZKYy1yufK8rT8g4bw5EML54JkVNq+xpJosAtK5qJZjK82hNiprqeoUAZGBgYlAFj0XTOUxFzvqtRVXUiqp7FYmHx4sWcOnVqSplTp06xcuXKgstcC6vV+oZIgOVE0TSeOxnmntUNPH4sQLoGA00MZeK0W1wssjfSlwrNaBJ/fjRJNCVz58ZWXu0NMBbL3PgkHRmNyjwbjdLiNbN9qZNEWqvYztQVFE3DH8ngj4z3jcMq0dZgY313Ay6bRDKtMhRKMRJOkUjLNWkeWUkskkij20qbz0qjx4ooaATjWfr9CQ6fD1Vt9ydfeRqJZnj+RIRsjStPAHazidvXNXNiMErfcHKG3ybQZfUgIdCXCpdDvLris5/9LMePH5/yvx07dvCHf/iHU/73yiuv8P3vf59YLMbOnTv53d/9XUwmU9FlDCYRcrnJN4kEXPZ1nnNoTJr0ldoP01jjlJ1EAlpbx49HR6eXNzkZOVmYaRTlYurVkSntTCTA5a2uAKkS+7yQ/k0kxv2hUilwOPS7Don4xKGYSU9b1J5L0fO3bx9/8yeBqshbdq/EqwNJvPbaaxw4cIC77rpr4n9ve9vb+MEPfkAsFgNgeHiY//7v/+btb397UWX0IJGVefVclN0rGhGF2nRAH87Gicg5ljnbEGcYBiEQy/LUoRG2LPexrOP6u4C1ggaMRnI81xulL5Di5iUuti704rFVZ4KTzCicH07wcs8oTxwY4uC5AIqmsnaRmzs3tnHH+lY2dTcwr8mBwyLpEpKzUphEEZ/TQne7ix0rWrhnUxu3rGmmpcHKSCTFS8fHePrwKAfPhvFHMlVRoEyiwNIWB7ct9+FxiDx/IsKRi6m6UKCa3Vbu3NDG3jPBGStQAgKLHc3ICFxIh8sjYJ3x/PPPA+Mm51deO3funFLmJz/5CbfffjtOp5Pt27fzhS98gV//9V8vuoyBwawhmRx/FUUZ7q8l1Vtt9A5xrl3zsCAK6d8rilmNXIdCmujIZXDkqrfgX/aZ5d/8zd8wNjbGpk2b8Pv9/PjHP+a3f/u3efjhhyfKfPrTn+aXv/wlO3bs4Pbbb+fxxx9nw4YN/N7v/V5RZfRiOJqhP2Bm+2IPe87VpklMMBdDQ2Glq5mTcT/KDG5qqazCkwdH2b6igWZPE6+dCtb8jorG+M7UM9EIPoeJ9QvsoIqcGkkxFstWxchOA+JpmfhwnPPD4/+zmER8LjMtXivdHQ5MJglBE4inZMLxHMF4hkRaJp1TarKPBUASRRxWCa/TjM9lxuM0YbeYUFUIJ3MEohmO9YdIpPVrg9UksrzNQavHTH8wxYuna9vnKR8BWNLuobvTzjNHhkllZ7aTKiCwxNFAXEkzkomVR8g6ZeXKldddiNM0jY9+9KN85CMf4X//7/8NwC233MLmzZt57rnn2L17d0FlDAzmJDX4vKouc739laHSaU1mStmVqP/3//4fe/fu5bXXXmPDhg188pOfZN26dVPK+Hw+XnvtNX7605/S39/Pl770JR588EGkvJCEhZTRk97hODuXNrK81cGp0drQ0q8mlEuiaSpLna2cS/rJaaVPxhRV45XeIMs6ndyzqZWXjgVq2k8qn3BS5qVTMZxWidUddtbOc3J+NM3FUHrGDvrFkpVVRsMZRsOTKyVmScBpM+FzWehotuO1mzEJGi+dCOK1wYL2JuRsmlBGJZtSSOZy5HIaOVVFU0Etw81bQEAQQBQFbJKAaDbhtYLZasNjF/BYRUSzBUkCTVVIZRTCiRyjkQxnhuJksmpNKH0+u5mV7Q4sFjg/luL4YKIm5CoUSRTZvrwRWVN56uDojGWXEFnkaCYqJxjN1l5AnGrz1FNPcf78eTo6OnjTm940xUKip6eHCxcuTFGyNm3axNKlS/nFL37B7t27CypjYFAtZE2sjk+GwTWZMsHX4TlTR4+2WUtFfn833XQTN91007RlbDYbv/EbvzHjMnqhAXvOhrh3TTORlMJIjfoLheU0WU2b2JHKzkCRAjg9mCAYy3HXxjb2nQ4wGJreRrWWSGQU9vbFsUgCi1qs7F7RQCCR5fRIingVghpcj5yiEU7kCCdywNSJbigJmcEwbpuAy27G02in0WEhhwOnLYtFkRjT7HRZg8gpK6Oak5Sm0mZLYRZikJWRUxZEk4JoU9FMNkIZDwnZRLsJXGKImNlBJmujSQoxKnuxKzGCOTNaNkkgpTIUyHAqrZDJqahq7YXKMIki8xpsdDdbSeRynBxOEErWh4Kfj9tmYtfaZk5einN2OH7jE26AJIisdDYxkIkTztXmQk81cTgcrF+/ns2bN3P8+HEefPBB/tf/+l987nOfA+DcuXMALFiwYMp5CxYsmPiskDJXU6nUGwYGCpKhROmKvk9DwdCidMf4/c0ARdN49kSA+9a08MyJALEK5CkqB0klw5lEkKXOVi6kAiSUmUUWDMSyPH5giFtWN9LWYOPw+UhdrfZnFY1Tw2lOD6dp8ZhYP9+OWZK4MJblUrj6u1PToagQS2aJJQHyFfWpZqQHBBCEOBBEEET6JBVBvNKOK4quBiTIySlyGpzQVEBDVWN5j4L6mOAJgMduYlmLE59T4lI4xctnI2RqMNhLISxscbBmkZtXegKXlemZYRVNLHG00J8KElNqc4Gn2nz/+9+noaFh4v3WrVv5zd/8Td7znvewcuXKCUXH4ZiafNjlcpFOj/+GCilzNZVMvVEv1NHjoa5Qyu/WXhaEORjuW4/lxal1zv4+r8X7SG3+AuuItKzy/Kkgd6xsxCLVbnem1BynE6MstDfgMzlufMINyMoqzx/xk5EV7t3YgdNaf/r4Fb+pV87EefVsDLtV4LYVHrYv9tLsMs84KEc1UbVxk0tFVZEVmXhWJZbWrnpBLK2RlhUURblcXu+1tOKwmUVWtDnZvdLHyg4754MJnu4NcmIoVZcKlEkU2LGimXktNp44MFoWBcopWVnqaOJ8csxQoPLIV6AAfuVXfgWAffv2AeN5CAFCodCUcoFAAJ/PV3CZq/nUpz5FJBKZeF28eHFG7TCoZ8r7TFGoDfeGcerpSVIehLnXZB0ovJP1mLHV38y3Bgmncuzvi7B7ZRNP9/hrNuFqTlM4ER9jmbMRsygxlp2Zk7kG9PTHGAll2L2hmePnY/SN1affRUZW6R1KcmIIvA6JJS12Ns/3MBLP0OdPE01VNvmrwfWxSCJdDTYWNdpQUOgLpHjxVLKmdgxLocFh4ebVjZy4FOX8jMOXj+MzOei0uTiVmJkP5FwgFouhadqEn+26desQBIEjR47Q3d0NgCzL9Pb28ta3vrXgMldT6dQbdUF+JFuxdhcbK07+rLvUfsg7T630tFEU4fbb31DvdcteRpvpNS6mXh1R80XTI1qzIF77+EYU0r+iCLfeCkePwvr1ul0HbUobpy+rCiKvzl8LwM1VktdQosrEQCSD25rgliUNvHQmWLMTbhWVU4kACx0+7GIDF9PhGW9DB2JZntg/wtblDcxrsfPayUDNJzC9HhoQTirsvxBHFOI0ukwsbbfitjmIxKE/kCaUytWV+WI9YjOJzPPZ6Wq0ogoyg6Ese86FazI3W7EICKya72Z+q4MXj/mJp8tjBtxm8eA1WzgR96POAdOOYrh48SKnTp2aCCShKAqf+cxncDqdE/9rb2/nrrvu4itf+QpvectbMJlM/PM//zPxeJx3vOMdBZcxeCOaOW+qYbfrJ0gtUWo/5J2nVVqJstvhuecKKqrlLRRolhkuGhRRr66YLROHms1W9epVy2T92Iro80L6126HF18sSa6yktcu9QbjKmu28s53fR6AvirdZwwlqoycGE3itFnYPN/N/ou1G0pYQ6MvGaLd6maJo5nzyQDKDCddOUVjT2+QeS127t3cxv5TEYYjM0y4pzOqBv6YjD8mIwrQ5DLT3WLD5bCTysDFYIbRWJacYkxYZ4qAgNduorPBTJvbRlbLMRqSee18mHRu9vSvwyqxa3ULI+EUTx4YKYsyLiCwwN6AhsrpREAX2/xax+l08nd/93d8+MMfpru7m97eXjRN48c//jGtV5JOAt/+9re55557WLlyJR0dHRw4cIBvfOMbLFq0qKgyBgbXpn5MxGfGXLwH6dxmY2FXFwwlqswc6A9z67JmVrYrnCiTiU6lGM7E8JlkVrhaOZv0k1FnviJ+aSxFIJLlllVNLEo52XcmiKzW/yRY1WAslmMslkMA3HaJeQ1WlrW5AfDHFAbCaSKp2szvVIvYzRJtHgttXjNuq0Qsk6M/mOHUcKruTfWuRgC6O5ws6XKw92SAYGzmvk8AJkFkiaOZYC7BmBHC/Lo0Njby6KOPcv78eU6cOEF7eztr1qzBkr+SCyxatIienh727NlDLBZj69attLW1FV3GYCqz69dcOhXfOdKVuXeVp7TYeO5Xhrx+rcUuNpSoMqMBL58JcNcKL8msSH9w5qGKK0lYTpFOyix1NnMxFSYqzzxkeSqr8MzhURZ3OHlgazuvnwzV/a5UPhoQTSn0pJL0MJ7nqcVtprvVisdmJqdAIJ5lNJojkpJnnUJQCgICdrNIq9tCq1fCZZXIKSqjUZnjAwkSmZmkg65tHFaJbSt9hOIyTx/wly3pr100s8TZxIVUiJhsBJAohMWLF7N48eJpy5jNZm677bYZlzGYRMzmRYRNJMDp1E8YHdE0JjejSu2HRP5iSYXvmokEXNlh7eubVl4hlco7nuE8ooh69URM581rkklouH7ZSiDkRwRNFzHHKqR/EwlYuBCCQWhshAsXdLkOWnJyvEuZ6Z9ztmyK/V959/ibPxmsiryGElUBVE3juVNR7lnTQk7JMBQpz6pzpUirOU7ER1niaMIpWRjKzDzMtQacG0owFEhzy8omFmUc7D8TmpWmbzlFYzCcZTA8PlGwmgSaXSbmN1lYZ3ciCBBLqYzFZAKJHMmsPKt3qwTAIkl47SZa3GYaXSJmSSSVUwjEZU4Op4ilFWa7bikKAiu7PCzqsPPqifLtPgE0mZ20WZ2cio/NOPebgUE10bTZvR9TTarSk35/5euopXqLQedkuzNSogvp30Bg6l89yO/XGwx3QRBoSlU3TcucUKJMokC1/dFzqsrTPWPct8bLS2dSBJO1nZRW0VROJ/x02jwsdTRzPhmcsZ8UXN6VOjLKvBY7929p59C5EJf8qVm76wCQkTUGwjkGwuOTZkkUcNtEmlwWVnbacVtFNDSSGZVwQiWUzBHLKGRlta6UK4HxRLcOi4jXbsbnlPDYTdhMkFE0QgkZfzzLWb9MJqfO6mt+NQ1OC9tXNnEpkOSX+0fKtvs07v/kQ0TgRHyMudWrBrOCOrrHlRtDfZxt6DuW59xPqQbbOyeUqF1rGnnuaPUj5mUUladPxLh7TRvPnRgmkqrtFWMNjYF0BJ/JzgpXK+eTAVLqzFfPNeDiWIrhUIYtS30s7/Tw2qlA2aKS1TqKqhFOKoSTKWB8y10SBRwWkQaHiQ6fmWU2K3aThIJGRhaIJxV6huNIAthMJjKKQk7R0LTqhQ24oiSZTAJOs4jDasJpE/HZRGwmE4jju66xjEwspTAQznByOEFWnruhDcySyIZuLw0uC6/0jBFNlW+MmwWJbkcTwVySsWxtmwkbGOQzV+8Hc4opM/q5ccW1ad5VG2HWalS13a45oUSl0hprF3k42lfdbT6ARFbmmZ5R7l7p5ZkTESKZ2lakYNxPKpnMsdTRyFi2fA7rOVnl1RNBGt0WdqxuZCSYoac/NisCTxSLomrE0gqxtEJ/cNLOVxTAYhKxmERUDdwWgQVtNpqsGmnBjFdQiSLiVmVGZQtOMUkmaSWgaZiFDJKskMlaUJDIIZBU02iXdxQtghW7ICGhYBJlzDaZhGbFI1jxmFMkTBbcmgmLLUtGtmI1ZUjnJDKqjJxVCaU1Qoksl4Iqqaxq+HrlIQALWhysWuim92KM/adDZb31+0w25tm9nEuGSCrZG59QAzTYbYRStR1cx0APjPtGuRCMvqwZNB2UmPzrP2t1qDxqsYlzQol6/XSIB2/qxB/NMBSsvgN2LJPjuVMRdq/w8GRvjGSu9ndgsqpMb3yMBXYf3Q4bF5Khspj3AQRjWZ46OMaSTif3b2njyLkoFwOJmvyBVBtVg3ROnQjrHU5rhC9MDZcvCgKSqCEIEk6zhiBmUUUTXjPYJBXBJCOKGmZBwqGZ0AQNNJAQEFEQNBlNU8jlIJ5RiKgxRFUhJefIKQqaBrJauyH6a40Gp4WbljcSiKd5+uBYWf3+BATm2bxYJYne+BiKVh8LDk1OG9uWeHjsiKFEGUxF0+ZOoO+5ylx5luutxGp18jyYCVqNL9bOCSVKReOJQyM8uK2Dx/YPEUtXfzcolFJ44WyUO1e38nSPn1SutoNNwLh534VUCJ/ZwUpXK32pIIkyrYJrmsaZgTj9I0k2LfGycr6bfWeCBOP1scquJ6qmoSoACtkJfVwhzORx4eQr9LP/hlxObGaJLUsasFkFXj0ZIJos72/aKprodjThzya4mA6X9bsrSaPLyq3Lmnni6LDeohjUInNhyfw6lNsnyvCx0pl6DixRh9TiaJ8TShRAKqfw7JFR7tvUyk9fHyanVH/whRIKr50Nc++adp44PkSqDnakAMK5JAk5Q7ejiZicZigTK1tCz6ys8trJEB6HiW3LGknlFA6diZDI1kffGMw9TKLI6vluulocHDkfYiBQ/qAxzRYnrRYX55PBsvglVosGp5lblzfy1LERUnL9yG1QafKmP6Konxg6owll6Idq9p8owtathdWb3zZhhtPdYurVk3Jcz7LVX0SfF9K/ogibN8OJE7BypX7XIa9d6g2aqAoih9uXAbChSvLOGSUKYCyW5cj5OHeub+KJQwFdbFjH4in2nPFz75qOulKkcprCqcQY7VY3K1wtnEsGyZYhOe8VokmZpw6P0uqzctvaZkajGY71RcnIte9DZjA3EAWB7jYnK+Z5ODkU4Zf7h8seTdEkiCyyN5LVFE7ER+sq+l6D08yuFU08fcxPImsoUAaTqGbz5Bu7TT9BdGbKzpHdXtqXTDmvwmvzdjvs3VtYWZt14lCzWKcpWOZ6dUTLH9fWGba5pPonk4VrxdRfSP/a7bB/f4mSlRHb5Hi/0bjKmq38ynv+DoC+Un9fRVLDKn5lODUcIxJXuWmpRzcZRi8rUves6cCe/yOscTQ0hjJR+lMhljqaaLG4y17HaDjD4weHGYtmuHdjG2vnezEVs8JiYFBmREGgu9XFfVvbsNtFnjg4xJmBRNkVKJ/JwQpXK6PZOP2pUF0pUI1OK7tWNPP0sYChQBkYGMwRDHO+ylPbbZxzShTAa6eDNDptLO906CbDaDzFK2fGuHN1Iw5zfW0IJpUcvfFRLKLEMkcrFqG88msa9I8m+cX+IbKqzL1bWlm9wGMoUwZVRQC6Gu28ZWMXDW4LTx0c5ej5aNlNgSVBZLG9GZ/Zzon4KFG5tnPKXU2z086u5S3GDpRBQehhAVIrlLvltdSTU9yD9BOjuug+lvWu32BOKlEa8NSRUdYuaKDdZ7lh+Urhj6d55bSf+1e78Nrq61KM55QKM5AJs8TZTKvFXXbDAkXTODWQ4Jf7R5FVhXu3trJmgQdTLdtIG9Q9oiDQ3eLizZvm0dlo5cljg+w/GyRXgYzdDWYHK5xtBHJx+lKBuom+d4UWl43tSz08eWzEUKAMrouYH0gpaURsBErvh2r2XzIJixaNv25Qr5BOTRyLeceVrldPhMzkgpeWKk8qmKLqT0/WL6SK6PNC+jeZhAULwGSChQv1uw559QqZ6aNrW7NpXvrG+3jpG++rmrz1tQVSRmRV4/EDwzy4rZ1f7B8hVsakmMUQSio8czLO7hWNPHc6QqTMEb4qTVLJciI+QpfNwwpnC+dTITJl9JWC8ZxKpy4lODuYZEmHgzdtamcglOJ4v+EzZVA+REFgcZuT5fPdDAXSPHVsiHSuMuPLLEgstPtQ0DiZGKk75Qlgns/M1vk2Hjs+SkY2VkQNpiF/fNfhWC8XU3yiSt3FyDuv4iG2NQ0uXHhDvdctO/mmevXqiDBlXOsgQKm/pUL6V9Pg4sXx4/5+/a5DEeNKFDTmRUevcV7lmLNKFEAyq/DkQT8PbG7mv14fI1OhCdONCKdlnjkxHv78pVMBAon6MufR0LiUjmAXzXQ7mojkUmWN4HcFRR3fmTozmGRei507NjYTi6kcvhAinq6PAB0GtYdZElkxz83CFgf9/gRPHRypyK4TjOd9Go+856Q/HSYmVz9vXTlY2ORiVYeDXxz3k63xPB4GBgYGlUArp+JYmgDVr7Pq1HYb57xdVDCR4ZXeGA9sbtTV5yaWyfLk8WFu7bbT6aufYBP5pNQcJ+KjyJrKalcbblNlotWomkb/aJJf7hvh7GiMm1c2sntdKy0ea03mETCoTdw2E9uWN3D3plbSOZnHDwxztC9aMQXKLppZ6WrFIkr0xkfrVoFa2WpnaauVp3v8ZNW5u6tgUBqaMWYMDMqEdo2j2UWt64lzeifqCheDCZwXJe7Y0MrTh0bQa2E1mVV4rCfK3atbsYhR+oLVt7GdKRoao9k4oVyKBXYfrRYX/akwOa38u3waMBxKMxxK43WaWLvQw1a7j9MDSfpGE8jGw9rgKgQE2husrFrgQRA0evtj7D0dquiNWkJknt2LVTRxLhkou7lrtRCAdfN9NNhEnjsRRKn1p5uBQY0xZ5LtzpHd6XxzPk2PNuue7LcKFNGumaYnKwVDibrMicEodgvctrqJ548HdNPqs4rCE8eHuWOZF7vNRe9gXCdJZkZOUzibDOA2WVnmbCacSzOciVYsbHMkIfNyTxCrSWRJp4v7trTgD+fovRQjmqovPzOD8mMzSSzpdLOgxU4wnmbvqWDF/SAnTfdcDGYihHIzdLbWEUEQ2L7IhYrKi6cjdRV+3aDWMMbOrGS2TuKnRWdzvjn2W7pRa/UYgnPenC+fQ30xFMXE1mVeXeWQVY2nT0VodJjZttCFUKurTQUQkzP0xkeRNYWVrlYazJUNK5+RVXr6o/xi3ygX/Em2LPNx3+ZWlrS7MEvGcJ9LiIJAR4ON3Wtb2bW+hWRO5slDw7x2MlRxBcolWVnparlsujdS1wqUSRS4fVkDiazE3vOVWwgxMJjt1OzOkUGJ6H0v1Lv+apAXSKUGFXVjJyoPDY2XToxy93ovaxZ4ON4f1U0WVdN45UyIjfN97Frm4+WzYZQ63SK/YuIXyCWZZ/PSanFxMR0iqVRuh0jTtAlTP7tForvDyT2bWogmVU5fijEay8zpfCWzFQFw280s6/TQ1mDGH8tw8HyISKI6u5FW0cR8WwMaKmcSgYqYsVYTm0lk98pmTg/HOeuv3VDDBrWNpoedTa1Tap9Usy8FAVavLqze/M9nKmIx9c5p8uYwxfRTIf0rCLByJZw/D93dul0HLb/aAsbgqaYFACyvkryGEnUVGhrPHIty/8YOsrLC6UH9/JI04ODFMMtanNyzupnnTgRIV8jpvRoomsqFVGh8omn3gibRnw6QVSs70UxlFY5fiNJzIUqD28zSTjebV3gJhLKcHkoSTmTLHknQoLo4LBKL2x10NruQczlODsY5dD5TtYUHkyAyz9aAVRK5mIqQVLJVqbeSeGwmdq9s4vVzIYaj9d8eA/3QTJNTDc2hX5J7vZmyE1VqP+SdV/GdLYcDjh8vqKhms00cq9YZBpUqol490Sx5eUbt9qrXr5rz+tlWRJ8X0r8OB/T2liZYOckfV5bp87pmLDbuff8/ANBXpfvMHFGiirvRKKrKLw8N8ebNjWiqzJlhfaNonR5LEM/I3LumhedOBojWeTjvjCpzJhHAJVnpdjSSVlQG0hFyWmXbpQHBWI7XTwaRBIG2BitrF7lx2ayMhjOcG4oRThoKVb3gsEgsanWyoNmBisK5kQTPHR4hp1RvoUESRDqsXjwmMwPpKJFUfaUnuB7tHivbF3t57kSASJ3fbwxqjbl7f53N5nz5z825coV1D3GeX6dhWaMLc0KJWups4kwiUNQ5sqryi4MBfmXbPGKZACMhfU1ZhqIZnjsZYPeKJvb1hRmM1Gd45HziSoYT8THcJhvLnC3E5CRDmRhyFZIxKprGYDDNYDCNJAq0NlhZu9iN1y4xEs1yYTiFP5ZBNW5MNYOAgMdhYlGLi5YmK6Imc34kxbPHR8nkqrtDKyLQZnXSaHYzmIkwkA7NmonD8jYnS5rtPH7cT6aOd74NDGqNcitRFU+2WwTCHEyiPDXZbvWvhcBc6PPaVhTnhBIlAIvsTfSlilOkcorGz/cN8cDWTl46McpISN9V5mha5pfHxrh9RSM+h5neoXgN3UJLJyan6Y0P4TPbWe5sIiZnq6ZMwXgS36FAmqFAGkkQaPRY6O5wsGm5j2xGpX80xWAwSUqnZMxzGbMk0uK1sqDFQZPbQjiV4+JoguOXIshV3HG6whXlqcFsZyybpCc+PGt2LkVBYOtCDxaTyBM9ASOEuUHZEHJ5PonJJNhc+gmjI1OUnmSyNJO+ZBUXdJNJuOmm8eO9e6eVV0hNBs8RMzOcKxVRr54I2cl2aqnqL7QLef0sZIpYWC+kf5NJ2LJl0idq3z59rkMyb1xlp2+jNZvmiX/6/fE3f9pbFXnnhBJ1OhFgrbuVTpubwXSsqHNTOZnH9g/y5q0dPN8zwmhYX9+AjKLyVG+A7Yu83LKkgVfPhWfFZEcDQrkU4VwKn9nOMmcTSUVlKB0hW2Ezv3wUTWMskmEskkEAXHYTC1oc7FzTiEmSCMVyXBhNEohlqmo2NleQBAGf08L8ZjtNPgsWSWQonOL0UIzXT+V02xk0CSJtFi9es4mxbJLeuH/WKE8AVpPE7uU+LoWy7O2LzKKWGdQE+YvJdRogqRxM2Ykq9V5WTRMyTYOenmvUe62yec/DmeZoLKZePcmXTYdxnR+trqhAWYX0r6bBiRPjx729+l2HvHF1o51XAY3lgf7L51XJH7oqteiORm/Mz0ZvJ2lVJZgtLlhEMivz831DvHlzK8/3jjEa0TfvkKpp7DkfZlmrk3vWNPP8yeCs2SXJV6Y8JjuLnU3k1CwD6VjVk5RqQCwlc7w/yvH+8VDPjR4LnU12Vi/yIADhWJbhUAZ/NENGnh3XoJqYxHGlaV6TnRafFZNJIJLMcmksRe+lqO7mZGZBosPqwmmyMZKJMxgPzyrlCaDBYea2ZQ3s7YsyGJkdPl0GNUwtT4orTPlbXkM+VkVMdmcP+rZTf5+sKnODJuqRDqjsiXOOHz/Oe97zHhYtWkRXVxcPPfQQx44dm1Lm85//PDabbcqrvb39Dd/1gx/8gPXr1+P1etm6dStPPPFEyXIpqByKDrLU4cNrst34hKtIZmV+fmCU21c10eo1lyxHOTk9mmB/X5R7VjfR5plhNJwaQwMicoqT8RFGM0kW2htZ5mzGJenXTlnVGA1nOHQ2zDOHRnj+6CgXA0naGi3sXNPEm7Z0cOvqFpZ3uvA5zZjEGnrA1QCiIOC2meludbFteSP3bmrjrk2tLOpwEEpmeLFnjMf2DfNKT5D+sZSuCpRdNNPtaGSJo5monOVEfIRgLjHrFKjuZge3LvXx9ImgoUAZGBjMgDk2oYcpCwK6PBvmwoJEjSuKZd+J+oM/+AN++7d/m0ceeQRJkvjjP/5jdu/ezdGjR+no6ABAlmU2bNjA888/P3GecFVM96eeeop3v/vdfP3rX+fBBx/ku9/9Lg8++CCvv/46GzZsKEk2RVM5HB1ho6eTo7ERkkpxwRnGFSk/b97czAu9QUYi+of9HYtneLInwG3LG7gYnD1+UvnElQynEqPYRDMdNg/zRS+jmQTBXFLXSa2sjCtVo+HxcSQKAi67RKvPysoFLtx2MyIiyZSKP54mEM0STebI5NRZNxnPRwBMkojbbqbJbaHRY8Zrt2KSBBKZHP5ohjNDcaLJHLJSO/0gIOAxWWm3ulHQGEpHScyCUOXXQhIEblrswSKJPHYsgDxT8xsDg2mZYs+nnxgGFUPQ2bRNF3Sf4M+Rfr5MLc6byq5EPfnkk1Pef+tb38LtdvPEE0/wnve8Z+L/giBgs11/R+iLX/wiDzzwAB/4wAcA+PSnP82Pf/xj/vZv/5bvfe97JcuXUWUORwfZ4G3jSGSEVJEmYhOK1JY2nu/1T0yg9SSVU3iyJ8DWhR7uWNnAi6cjs9JfJ63mOJ8MYBIk2qwuVlvbiMhpRjKxmkhqqmoa0aRMNClz5nJ+MUkUcNpMNLrNLGi143F4sJgENFUjnlaIJHOE4jKJlEwyI5NTtJq8UVyNAJhEEatFwm034XOY8bnMOG0mrGaJrJIjkVbxR7OcHowTS4ZrdkxKgkiLxUWj2U5CyXI+GaqqH161cVokblveyLmxFKdGDP8ngyozp5Wo8lon1NZGhHqd49lLPTyry8VYLEOL01n1evN7WKitAQ9UwScqGo2iKAou19RoPEePHqWlpQWbzca2bdv467/+a1asWAGM23m+/PLL/OVf/uWUc+666y7+3//7fzOWKa3K9EQDbPLOY1/4UtETpmRW5uf7R3hgawcv9o7pHrUPxifwr/dFWNBg5741zbx8JkwoOTtX0WVNYSAdYZAoPrONbkcjqgYj2RgxOVNTNzZF1Ygmc0STOfpGJqP3mCQBh1XC5zTR5LYwv9WJ0yJiMyvkNAvppMIrp/3YzALzGyyEMgJKJksyJyArMqrKxO5BOVp75dEuCSKSCKJJxGkSkawmvGYRs91Cg1VFNDtw2nKImkBaMZGVs8RTWUJxmaGBNMm0TE5Wa+gKXB+nZKHN6sYiSvizCU7ER6kPyUtnfoONLQvdvHQ6gj8xO+8PBrWNhv4LXnoxm/NETdHo5oiirHeI86l9Xtn6//fjJ/jie2+paB03pvZ+PxVXov7wD/+Qzs5O7rvvvon/NTc387WvfY3777+fcDjMZz7zGXbs2MGxY8fo7OwkFouRSCRobW2d8l2tra0MDw9ft65MJkMmL8xjNBq9btmYkuZYbJgN3g4ORQaL3slIZmV+sXeI+7d28fopP5cCxQWrqBT9oRTBRI5blzfQH0jSO5SYtdNCDY1QLkUol8ImmmmzuumyeYnkUvizyZreTZCVyV2r/rGpSrgkCIiSgCxraJKAgkqj20FDs0BG8tFmC5OQGzHbcrjVGEm5mbAm0ewII2bj5JJ2FNGGIlhRMaFpIgIaoiAjkkVS05jNSQSHhbFUA05MOAU/ms1EKOnDLYwRUR0o6Qw59bKciTRDgRypTJycrCDXqbmGSZBoMttptDjIqArDmRjJWWqyl8+V8OVum8QvjgbI1uiuoMHsRBNqb/KjB1PumqX2Sf55le5XQYCFCwusa7J1M5aqqHprA/0V5CLqL6R/BQHmz0e+NMCIu4mxeA08J4Xp5x0aApc843rDvCqNm4oqUX/+53/Oj3/8Y5588skpO1Ef+tCHJo47Ojr493//dxYtWsQ3v/lNHnnkkYnPRHFq3AtRFKcN4/i5z31uyvk3IiqnORUfZZ23mSORsaLzEiVzMr/YN8Bbtvo43Cdzekh/0z6AeFbmyeP+y+Z9Tbx8JqR7lLNKk1ZzXEgFERDwme0scjQgIjCajRPOpVHryLxA0TQUeXycJzIapwbTwBVFK37VX4AEogAmkcs3mSwIUUC8fF8VAO3yM06bXCXU0ihqDOXK/wG4kkvt+gsQ9ca4r5ONVqsLSRAIZBOcjPvrakzMBLfVxK5lPs770+zti9bUTq3B3EA15QVjss2uIEjFMGWiXWoOm2rm6nE4oK+voKKaxZJ3PMPgW0XUqyeaebLNeoxrNb/Pp3GPeQOF9K/DAf39LP3kzwHYWcz3lxP7ZL2qZfo+zlpt3Pp7/wxAX5V+JxVToj7/+c/zhS98gUcffZRbbpl+C9BqtbJq1SpOnToFgNvtxuFwMDY2NqXc6OgobW1t1/2eT33qU3zsYx+beB+NRpk/fz7iNHmdI3KG84koW72d7IsMFq1IpXMyP309wP0b20BMcHqguDxUlULRNF7ri9DltfOmtU28ei7KcLQ2lLxKMr47lSSUS2IWJJotLla63KTVHIFsiqicnoWTSA1Vg6wy+X78VchYnm19MY6AgFOy0GRx4JQsxOQM/alQ1cPk64kAdLc4WN3h5KUzYUJJfVMzGMxdpjyB54ip17XRe7eigmhz8Rrr285q+gjpET4crgrjXoM+UWUPcQ7whS98gT//8z/nZz/7GXfccccNy8uyzOnTpyfCnAuCwPbt26dE7wN49tln2bFjx3W/x2q14vF4prwAbvK1I04zAEK5FOeTEbb5ujAJxXdJTtF47OAoS9s8bOmurUzsA5EUjx8LsrbTxbZFHqQ62RovBzlNYSgToSc+wmA6hs9sZ42rncWOJtwmm243BYPKMK44WVlob2S1q51Wqwt/NkFvfISL6fCcUqAsksjtyxtpc1t47FjAUKAM9CVvUq3N4UiQtTcFLB9TckPNESVK7zxNWhX6+c3iq/yH5S9oUAM3LjwHKbsS9aUvfYk///M/59FHH+Wuu+66Zpnf+q3f4vXXXyeTyTA0NMT/+B//A7/fz/vf//6JMh/96Ef52c9+xg9+8AOSySTf+MY32LdvHx/5yEeKlslszrHK45l2yjySjXE2EeamEhUpWVX55cFBPDYLNy1vrKkJelpWePpEkGhK5U1rm2lw1Eaeq2pyxdzveHyIkUyMxssK1RJHM16TDbEy6wkGFUZAwC1ZWWRvZI2rnTari2AuQU98mHPJAAklO6snLtei02vjgXWNnBlN8cq5sBG+3EB3pFyeP0Uqef2Cc4lUasbnVfzelkrBTTeNv24gr5CZ9O0VszMMtlVEvXoi5o/rdPXlFPL6WcgUUX8h/ZtKwZYtfN3yFW4We/mt4DdmKG2J5MknZqe3prLkMvz0ex/lp9/7aNXGTdnN+T7zmc+QzWZ54IEH3vD/z3zmMwC8733v46i8JY0AAET5SURBVBOf+AT79u3DarWybds2Xn75ZdasWTNR/sEHH+RrX/saf/iHf8g73/lOuru7+Y//+A+2b99etExRWaHVbkHDS2/0+j4BI9kYggDbfF28Hh4o2rRP1TSe6wlx8/Im7lrv5ZmjEdQa2X7U0DgxEmcwkmbXMi/9wRzHB2M1I1+10ICkkuVCavzmZxPNNFnsdNl85DSZSC5NKJeqiZDpBtfGJIh4TXZ8ZjtW0URcSTOajXNBCc1CU83CMYsiWxZ5sJlNPH4sRFo2xrBBbSDk30+VubMjfDVTfKJKXdzIO+8GfvYzR1Vh37431Hvtssq1jytdr54o+W2uvpwlRwcspH9VFQ4cgAfHLbpcqk6uKkW0UdRUNgyfHn9TpetRdiUqHA5fM/iDyTRZ1Z133smdd96JpmlvSLKbzwc+8AE+8IEPoKrqG4JMFMPRUJjb25rosruxClYORcauO9kazsTQtNIVKQ2NPaf8rF/g4/4trTx1aJSsXDsTu2ha5rFjQdZ2erh3TQuvnAkRTc9dU5+0mmMgnWOAKGZBwme2s9jRiCQIJJQc4VyKuJydM0EIahERAYdkwWu24zFZUDWNiJzm0hwz0ZuOdo+Vmxe7OXIpyflAeA6rkga1SP5kT5gjpl5zD70Tz+qBzu2s4iK4bhE2dU9oPD1lV6Ks1sIjlEynQOUzEwUKxhWbF0eD7GhtpNFqYYOnhcPR6ytSI9kYKrDR28ahyChyCbsSR/rDJNJ2HtjayS8PDJPK1s6qsKppHBmI0B+0sHNpI5dCqTm5K3U1OU1hLBtnLBtHRMAuWWg02+m0eVE0hYScJSKnSSm5WZ9PSE8EBGyiCa/ZhstkwSyYSClZArkUQ+moodDmcWX3yWUReaInRDJXO/cZA4MJ5mAOoWpQU0+hvGs8dxRl7ZqHsxOdAksUUVYPCSueJ6pWUDSNPaNBtrZ6abTZWam20BsfvW75sWyMrJphg7eNI5FRciXkHDo7miKZDfLWm1r55SE/4URt7fiEU1l+eXyUNZ0u3ryukZfPxAjO0gS9xaKikVAyJJRxG1xJEHFKFhrMdubZfYgIJOQMUTlDXMmWpGgbjHOlbz0mKy7JCoJAUhnvW38yUfRu8Fxhns/GpoVejl2K81pg9uaDM6h/pkbnM0bqbGRqYIk5co2nbJLoEVhi5osTsXQOt7OAunTyG88PRFOLnutzRomCcUVq32iUba0izQ6JRaqLvmT8uuUjcpbT8QCbvF0cjg6UZDo0FE7xy4MK921q4qUTEQYCteUkqWoaRwdiXPCbuHlJA+FkhgP9ccMZ/SoUTSUqp4nK446cIiIOyYzXbKPV6kQUJGRVIaFkicsZUmrOmPxfAwkRm2TCbbLglKyYRROappJUckTkNEOZGIrRb9NiM0ls6/YioPHkcX9N+j5JosCtqxp4/rhfb1EMagDB2IkCaiEhawWZkyab+pqaTVVcSzNt/5snTvLIbxYQa0CnoZufF14Qa+/3M6eUKBifDL8+GmZbWwPznTZEwcT5ROS6pn1ROcOJ+Ag3+brYHxkkpRS/mxROZvnp637u39SEz2mmpz9ac6vG0YzMkz1+lrbYefO6JvZfiHEpPMMIO7MYFZW4kiGuTEaLsQgSTpMFn9lOu+TBLAjImkZakUkoWZJKjqwqo8wBczQRAYtowiFZcEoWbKIJkyigaBoZVSYmZwjlImRVZU4HgygGAYHlbQ5WtDvY1xdjMFKbv0+bWeS+za2c7E/oLYpBjTA1U+Psv//NSbQ5eI3zFgd0eYrlm1CW6B/cMxgtsKQ+CowyRTmvvbnCnFOi4LIiNRJiW6uPhU47LtHK0djoNIpUmv3hQdZ6W+mNBogrxU9e0jmZ/943xu2rG2hY3cQrvcGa80HS0Dg9luRiKM22xV5WtDt49VyERA35c9UyWU0hm0sRyk3uNpoEEZtoxmmy0G5yYxZFJEFE1VRymkJakUmpMmklR05TUDStLpQKAQFRELAIEjbRjFWSsIkmLKIJkyCiaCq5yztMYTlFSskZJo8zoMFh5uZuLyPRHL84GqjZneIGl5l7N7bw8vEQl0JGKGuDy+Q/62Yaua2OqcudqObmAgvm+0SV4RlWcL16kn8f1sGcL7/Pi/xdBezjUfdk5fpyR50ePJM1FCldeSh2KF1pV1MFZLkWc1KJgskdqZtavbQ4bGwUWjg0TbCJlJrjaGSEzd4ueuMjhHLFK1KKqvLssSAbFrp589ZWnjg4RkauvclQWlZ54XSINreVO1Y0cjGU5thAHKXGlL56QNbeuGMF4+aAFnHctM0uWnCbbFhEsAlWZE1FIcu5ZBiTINFq8ZBUk6iqRFYbNxPUNAH58vb9latSmvI1ntHsyu3RJEgIAkiCgFWwIAgKTsmBSg6X5EQlg0mwIaGR1nLIKuQ0maSSJZJLk9UUwxyvjFgkkS0L3XjsJl4+E6npSJoLWhzsWO7j8f1jRFK1K6dB9dFM0uSxzaajJPqi5nt1OAtwRLkW+edVel7rdMLYWEFFNfNk/knVMsNclE4nTz5/jBa3lY2l9lMVUPPajN1e9fo1i2XyjVm6fsGrcTrZ8pF/B2Cl5Tq/R6eT5z96Mw/yKgCqpI+6oObdL240rtIW+0S7+qo0buasEgXjitTe0TBbW7y02r2soYHj0eB1p6JpVWZv+BLrPK2YU3FGs8XHzdfQOHQhSigh89btHTx5aLTmAk5cYSSW4RfH/Kxsc/Lm9c0c7I9xKZSug32S2kdFJa2qpFWZMFcr5AIi48EtNE0lLqcRRAGHZMUlCqBZ8ZosJLU4mmbHJ9lRSJPUEmiaGVWzYNIsuCQToqBdtpseN6hJKCpZMohCDkHIYRVs2HAQUjIgJLALDuKKikIKQbOQUFIklDQpNYc/myKnKmiUqrAZFIooCCxrdbC8zcmRSzFePRep2R4XgE1LvLR77fzXayNkatBHq9zs37+ff//3fycWi7Fz504efvjhGUeRnd3kB5aYy4ss5f0V19LOlqKUzyfq7Fic//Ev43mM+j7/5hl9VyWZkqdL1dknqkhzvjeLr/Jr0ot8TfnEdcs8KL06cazXWFPy+lVSpw98VmjE73Iyp5UouBxsYizCbW0m2uwmNDz0RGPXnSTmNIXD0RE2ejowiwID6ULtSadywZ8kkpS5d2Mre8+GOD9Sm6YvqqbRMxznnD/F1oUeVnU4ee181FhprijaxJRDRSUkXxkbV8wE41ycKHstRX7q7tLUb77yGL8yvq8+X6eEegYTtHusbF3oYSCc4bFj/po13QMwSyJ3rm8kltB4/OBIzZkoV4JHH32UX/3VX+X3fu/3WLFiBX/yJ3/CL37xC/7zP/9Tb9FqFiOwxDhmZu9zc4oFwgzvAxdGQnzP/HkOakuB2lWi9Dbny+9nVS5Oifq65SsAZNL/TCF9rAl6ReebXJQTS3ClqTRzXomCcUXq+ZEA25qaaLZb2Cy2cigydl2zJEVTORAZZLW7FYdk5kwiWNLKfDiZ5b9eG+au9S20eC3sOx2p2UlIWlZ46WyIBoeZW5Z4CSdlDl6MkTby0tQgWp6yZFAvuG0mblrkBU3jmZMhktnaTiTsdZi4Z0Mrh85FOTNy/Sins43/9b/+F7//+7/Pl7/8ZQBuu+02tm3bxv/8n/+TXbt26SxdbSLKeSvIqdqKUFtNrFp2cnUrlSrNBCyv/8RKK6SpFLzpTePHjz02rbxqvlwluDvk09z3S9ZLR7idI2jJryM4HDP6vkoh5PLGdSZz/YKVqj87Wb+aKuIenHetuuXzNywDoFKEuWA5iQYmDk3p6YMVWXIZ/uPfPzn+5rN3VsXE0rA/uIyqabzmDxCWZRpsIlt8zUjTbA1qaPTERpE1lTXuNsQStzqzisLjB0eQZXhgSws2c21fklAyx+PH/FwKZrhrZSMb57sxGWYsBgYlYzNJ7FziY0e3jyMX4zxzMljzCtSiVjt3b2zh2SOBOaVA9fT0cO7cOd7xjndM/O+mm26iu7ubRx99VEfJapsp5l0lRhGbDVjJm3SXusOcd55TqPDKvKrC88+Pv24gr6bkXdcZ7p6LecGZ5GyN5a7UtImXkNdOQS59l1HTNDRNQ1U1lMsvWVHJKSpZefyVkRXSuclXKqsg5+0+Kbki+ik/99L1Aj5lp1pHKViuXa7SZCatY0R1ekU1l81x88Vj3Hzx2IzHYKEImlajWx9lIBqN4vV6GdcVC1NyBAQ2NXpptloIp1UOR8I3zA/VaXPTbvVwNDpMbgYRyOY3Oti+yssLxwKMRmrsxnENREFgRZuTJa12To0kOTuaNIJPGBgUiFkSWdflos1jpWcwTn8wXfO+ZqIgsH25D5/DwtNHxsgq0z2oNEAlEong8XimKVc/PProozz44INcvHiRefPmTfz/zjvvpKmpiR/+8IdvOCeTyZDJW6WORqPMnz+foT9qwmOt7gKUoNP4MiNjEsbHSkYzoei1qq0zDmFyHKQ0S8l+Jvnfk9SsM5Zr2rou7yolzdMHBDGhYBHG50pZTUKegaFTfvtgvI35Y3fqMdf5/7XH+tX/v953iUJxv5XpxvV0v7sb/SanGyEiKmZhfM6Z0yRkpInvu3Le5Pup7TQJk3PVa40hAQ27MHUemqjwWLsWJhSsl8dVTpPI3mBcOQsYr9GMSscXAmV5NhnmfFehoXEwGGap18NCh43tYiuvh0ZITxM+cjAdI6MobPJ1cjQyTEotbUXiYjBJaF+Oeze2cGY4xtELsZqeUqmaRu9wnNOjSdZ2uvmVjc0c6E9wIZCq+cmggYFeSKLA8lYny9rsnBpO8cvj/po1483HYZW4a0Mz/aNpXj15/ZQQs5nUZRMXl8s15f9ut3vis6v53Oc+xyOPPPKG/zuELA4dHKH1ZnxCNHd3o65w9QS1VK5WOMqOZXyMOii8HougYKF8pv4Vb2MZ0HtcmwUFc4l9Xmj/OnW+DgW1sYDxKhepIE+HsRM1DUvcTpa5XaSyIofCQSLy9APIKVlY62njVNw/JVdQsUiCwI7lTbgcAs8eDdRkGPRrYTWJrO100eqxcHwwwcU6WFk3MKgWkiiwrNVJd4uDc2NJTo8mpkQeqmXmNdvYubKJF44FGQoXem+bfTtRTzzxBPfddx/nzp1j8eLFE//ftWsXCxYs4Pvf//4bzrneTtSJI/twu11vKD8bEZIpOm7aDCYY2rMfTYdw0LWAkErSsXUrWGDolX1o9uJ9fYRUko6dWyGlMXRgf0nfUXRdwNDL08srpJJ03LwVNBh6bT/aFT+mEqaYQipJx/atIMHQK3nfNaXQ1D2oax9PLTdl5+96579hYeM6c0dBQEgm6Vy3EiwCQ6/uB6dj4gwh76sEBBCFyW/L+/94ucuf5dUtCFdCRF2ua+Kc8XICQDKJY80aEK7q8yntuOqvIEAySedNG0CBoX370BzOy/Xl1ZFK0Xrz5nG9UIOhvaWN15kipJJ07NgKKgy9VsAYLGC8xmJxVm64qSzPJkOJugHtdjubG33EMgo90RiB7PQTCItgYp2njeFMnIF0pKQ6r7C4xcm25V6ePeavC/O+K1hNImsuK1M9hjJlMMe5svO0st3JmdE0vcOxmo64l48kCGxZ5qXZZePZo2OkigokM/uUqMHBQbq6uvjZz37Ggw8+CICiKLS1tfHxj3+cT37ykzf8jivPpdnULzckkYAru3fxeOk5kuqdcvRDNfuymLrKKVe9jBe95Sy1/kLOyy9T7PeXkwqMwXLeg42IADdgOJXidX8QqxU2eZtot02/gpbVZA5GBvGarCx3NU+uJJTA+bEEP983xs3LG9nc7dElBn4pZGSVA/1Rnj0RosVt5v61TSxsciDWifwGBuXAJIqsandx75oWRFHi0SNjHB2M1I0C5bKZeOu2NrIZjccOjBSpQM1OOjs72b17N1/96ldRlPH++Jd/+RcikQi//uu/rrN0BgYGBgbVxPCJKgB/JsNro0FuaW1itacBp2TmXCJ63b0VFY2e+CgL7D42ejs4Fh0pOeBEPJPj0X0jbF3SwFtvauWpw34SmfqYzGRkhf0XohNmflsWNHN8MMmZsWTdmDEZGBSLVRJZ2+Wk02fj9GiSJ46P1dV4F4AlnQ42LfLy7NEg/ljt+yNUk29/+9vcfffdrFu3jq6uLl5++WW+8pWvsGTJEr1Fq21qNEx11SlHP1SzL4upq5xy1ct40VvOUusv5Dy7fTzUeT21scqyGuZ8RWAVJW5ta0JRBIJpmWPRIOoNzNQazQ6WuZo4Hh0lrsxsMtLhtXPbugZePx2u2eS802GRJJa2OljSYuNiKE3PYOIG0b0MDOoHp8XEunlOGhwWzoykOOdP1F20SotJ5LY1TSiKxku9/397dx7eRLX+AfybfU/TjbKVlFZayiKLUBVBBaEsgqDIRQHxguAKCC4/FBAV5KJwAeUKqKh43XoFFzZREUShIKWUFgptaSml+74kafbl/P7obS6xCy0NpE3ez/P0ecjMm5lzZiZh3pwz51TB2ubPp90ru62ZTCYcPXoUOp0OMTExCA0NbfF7fbI7HyGEtBPu/A6mJKqVeBwubg9WQcThw2jhIKmmHNZrTHgn5vLRX9kZ+UYNSq4a8/56CHlcDO8TCB7PgaPnqzvMoBNX43E4UAdK0berFBW1VpwvqoXORKM1kY6HA8BfJsTAUDl4XC4yivUoqO6YzwB2DxRjeHQAEi5qkVPetrmfRFw++iqCcUZTQMnCX1ASRQghnkNJVAvdiCQKqBsxpZ+/AiFiMcwWLpJqKmCwN58E8MBBtKITrMyOrNrKa7ZgNb9/ILyTDAMi/HDyYhWKqm7whHs3CAccdFaKcGt3GRgYzhXoUaq1dMgbUOJbeBwOQgPEiOosg9nKcK5Ah2qDpUNeuXweBzGR/lCIBDiWVtnmiX79BVJEygOQpi2Hzm6gZOEvKIkihBDPoYElPIyBIbVai2ydHhKRAzEBwQgSNj8RnR0M53WlMNisGKzqChH3+h9HYwCyy/T46XQZBoWpcE+/AAh4HW/QBgaGYq0Jv6RV4uRlHSKCJbj/1iD06SKHkEeXJml/pAIeBvdQYnz/YARIBTiWWY3fMytR1UETqM4qIabe2Rk1WhsOppS1KYHigIOeUn+ESVU4U1MMnb1j/rhDbgCTCbj//ro/kw9fF+44DjfzWLZmX+4sV0e5Xjxdzuvdf0veZzIB48YBnToB48d77jx46hpsIWqJaqNgsQiDAv1gs/CQo9cjx6C95nuUfBH6KDohs7YSVda2PdvEARDVVYEB4QocS6tEUVXHfghcyOMiIliK8GAJNCYb0or0qNZ3zBtU4h24HA46K4WI7iKHgMfFxRI98qqMHe55p6vxeRzcEaVCoEyE31IroTNd3wTh9QQcHvoqQqC1GZFjqPlva7L3DXHuDj7ZEuXpoaDbCxri3P379SRPl5OGOL+uWHd+B9PofG1UbjLjeGkV7ugUALVcAjmfjzRtNezN3PZrbWYk1RShryIEAUIJsvVV192FjQHIKNIhv8KIu/sFIryLDacuVsPSAZ+VAgCL3YH0klpklOgRJBeifzc5ZCIecioMuFxu7JDPgJGOSSrkIzJEiu7+YlTqrDh9RQtNG5ON9iDEX4wR0QFIz6vF8bTSNnef9eNLEK0IRmZtRZt/FCKEEEI6Ckqi3EBvs+GP4grcFqRCJ6kAMn4wUmqqYHI03TXGyuw4qy2GWqLCYL+uOK8rhbmZ+GuWwWLDz2dK0bOTHA/d0RknM6uRW2bssC04DAzltWb8kWl2tk7dFx0Ak4XhYmktijUWODpwSwBpn/hcLkIDROjVSQoOB8gsMeJ8YUWHmdupOUI+F8Oj/SHk8XHgdNu67gF13ffUUhUCBFIka4ra9P1FCCGEdDSURLmJjTlwqrwavVUKhEoliAkIxgVtNSotTffLZGC4YqxGldWAgX5dkK2vRoXl+kfFYgAul9WiqMqIO3sHok93Of64UNVh5pVqSn3rVHpJLfwkAkSFyDBYrUCFzoaLJQZUG6w0GAW5blwOB50UQkSGyOAn4SCvyorjl2qgt3Tsz009DoDwzlIMClchJVuL7NLKNn9ahBw++io7QWM1IllTRJ8/QgghPoeSKDdiYEiv0aLKbMWgACUGqPxxRV+LHH1tszcZdd37ChEtD0aQUIrM2go4cP2/fJtsdhw5X4Zu/lLcf1sI0gtrcSFP5xUtNxqjFaeu1NTd+MpF6N9NBqWUixKNFVmlRmiMVrqdI9fEAQcBMiEiQ6QIVvBRrjPjfGGt1yXkCgkf9/QNgNbAsO9UKcy2tieGQUIZbpEFIENXgRqb0Q2lJIQQQjoeSqJugFKjEcdKrYgJVkEtkyJAIMFZTUWz80nZmAOpulJ0ESkwVNUNF3Rtn5y3sNqA70+aMLinCg/d0RlH0ypRprG0aZvthYMxlOhMKNGZwOdy0MVPjME9/CATclGsNSG73IAag92rbohJ23A5HATJBAgLkiNAJoLGaMXlcj0Sckxe8QPD1fhcDgaG+6FHkAzxaRUo07Z9wBkuuOglD4SIy8PpmkLYrjE/HiGEEOLNKIm6QfQ2G46WVGJQoAqBEhFieMFI1VRDa2s+iSk261BjNaGvIgQVVj1ynSNdXR+bw4FT2VXIKBTgrj4BMFhtOHWxBkYv6aoEADYHQ361EfnVRvC5XHTxE2FAqBwKER/lOjsuV+hRUWv1uhtlcm18LhedlUL0DJJAJeOiqpbhUpkRp3OrvfJ64AAIDZLgzih/ZOQbsDuhyC31VPBF6KMIRp5Bi2LztUcgFXC46KcMQLKmtM37JoQQQtojGuL8JgiTyxDlJ4PRwkGuXo88Q+0106K6OVdUUAmkSNOVweRo+6hgHADqYCluj1QhraAWaXm6Dj1M87XwOBwEK0SICBbBXyqC3mJFbqUJhTUWt3RrIu2TVMhDd38x1AEiCHg8lOssuFxuRLXRuxNppYSPYdH+sFu5OH6x7ZPmAv+b+8lfIMEFXWmzg+XUUwlEGOAXCC7fgiMlpb41lHcL+OQQ54QQ0k648zuYkqibRCkQYEiQCszOg8ZiQ6qmqtnuffUUfDH6yINRaNKi0KR1S/c0PpeLgWEq9Owsxp8Xq1BQ2Y4ns3MTDjhQivlQB4rQVSUGj8NBic6M3EoTqvVWr04mvZ2Ay0WQQoCwQDECZEKYbQ4UVJuRX2WEwdLcZAPeQcjnYlCEH7r7SxCfVoVSrXs+z1KeEH0UQSg3G5Bn1Fzzu4cDIEyqQJhMDqHQjvPVOhQaailZ+AtKogghxHMoiWqh9pREAQCfw8XgQBX8BUIYrVykaipRbb32swpccHCLLAByvui/rVLuGUpYJuLjjsgASEXAsfRq1Og7/hw4LSXkcdFJIUSPAAlUMj7sdgeKNWYUVJuhMdooqWrH+FwuVFI+uvuL0UUpBIcDlNdakV9pQoXe6hXDkbcEl8NBdKgMvbsrceGKDpnFtW5paeOAg1CJCkFCCTJqy2GwX/t7Qcjl4VZlAPxEXDi4diSWa1Brs4Am222IkihCCPEcSqJaqL0lUfV6yKTorZLDauGhwKjHpVpdi1qYlHwRohXBKDTq3NYqBQDBcjGG91WhXGfDmUvVMHjR81ItJRXw0MVPhO7+YvhJeDDZHCjVWlBcY0a1wQarj9yYt0ciHhcBciG6qYQIVgjBARfVBisKqk0o0/le18z6555uj1ThSqkZZ6/UwGJ3z/Up4wnRWx6ECkvLWp8AIFgoQR+lCiKhA2UmM1KrNf/9EYKBkqiGKIkihBDP8Zkkym634/Dhw8jNzUWvXr1wzz33gMNpeTLUXpMoAJDx+RgarALXwYPeypCqqW7RL75ccBAhC4SCL0K6rgxGNzwrBfy3K06wHEN6yZFdasL5XA0stnZ7adxQHABiAQ+dFEJ0U4ngJ+WDAw40RiuKNRaU11qgN9u9+vkaT+FzOZCL+eikEKKTQgSVhAubg6Gy1o7CGhMqay0wuylh6IiClEKMiFahupYhMasaejc89wTUfa+ESf0RIBQjTdey1iceh4Pecn+ESEQQChw4V61FkeHqIc8piWoMJVGEEOI5PpFE6fV6xMbGoqioCMOGDcORI0cwePBg/PDDDxAIBC3aRntOooC6G5c+/gp0k0hgtnKRXatDgfHag04AgJwnRLQiGOUWI3IN1W5rleJyOOjTTYn+PaVIuVKLzMJa2B3t8hK5qfhcLvwkfHRWitBJyYdMxIPdDlQb7KjUm1Fea4XeZKcWqxbiABDwuFCK+QiUCxGsEMBPwgUA6Ex2lGqtKNVaoTPR82oA4C/j444ofzgcfJzKqkC1G7ve+vHFiJQHotSsR34LW5+UfCH6+wVAKgCMzIrTFTUw2f/aIkhJVGMoiSKEEM9x53dwux3i/J133kFubi7OnTuHgIAA5Obmol+/fvj444/xzDPPeLp4buEAw/lqLYoNZtwW5IdeCgWCRSKc19bA4mi+i1Kt3YLTNUUIlfhhqKobMmoroLW1/YFyB2M4X6BBRpEWfUNVmHpHV6Tm1yCzwODTN7M2hwOVegsq9RZcKK5bJuRxoRQLEKwQoH9XBRRiLrgcDvRWB3RGK6r0VlQZbDCY7bDamU/OWcUBB0I+B3IRDwEyPlRSIfwkfIj4XNgdDFqjDeW1Nlwo0kNnsvnM80wtJRPzMShChWAZDyczNSiucd8gMHwOF7fIAiHhCpCqbdnIe1xwEC5ToIdUBqHQgUs6PbK1ep+8tgkhhPi2dtsSFRUVhYkTJ2LDhg3OZY8++iiKi4vx+++/t2gb7b0l6mp8DhcDAv0QJBTBaAGyarUoNhla9F4xl4/e8mCYHXZk6SthY+57RkTE5+K2cCXUncRIydEis8jo08nUtXA5HEgEPPhJ+AiQCaCSCqAQc8DnAlY7B3ozoLdYoDVZoDEwGCx2mG122B3okDeiHHDA5wFiPg9SIR9+Ug5UEj4kQhGkAg54PAab3QGN0YEagw1Veis0RhvMNkeHrO/NIhPxMOQWf6gkUpy6VI6SGqNbj1aISI6eUn9c1lejzFLbovdIeQLc6hcIicAODpeDxIpq6KzNtYhRS1RjqCWKEEI8x+tboqxWK7KyshAdHe2yPDo6GocPH27yfWazGWbz/0a702g0//1X+79ZszE7kiqqECIWo6+/HBFyKYKFYqTramC9RlJkcliRoi1CoECGAX4hKDDoUGrRwR31NtvsOJFZjaRsHgaEKTAlRo7UvFpcKjbA0QGO683mYAx6iwN6ixVFGqPLOj6HC4mAB5mYD6WEgx4BQoj5IsgkZjCHAIzxAU4ttEY57KwK5/Kt4PMApVgKs90Mh53BZOPCzmyAA7CDg7pz7I7zwAHAAY/DAA7A5/AhFtjB5fIhEfAhFtog5MqgkJog4CggFZnB4wpgt/PB5RlQaxTCaLGh1mLGlUoL9CYjTDY77C0Yxp/8j1TEw+BwPwTKREjO1iGvugLu/P6ScIWIlAdCb7cgsboAdrTk/HDQQyJDD6kcYqEd+QYjMjW1LUiC69a309/pCCGEkDZpl0mUXq8HYwwqlcplub+/P7RabZPvW7t2Ld58881G1rjrRvPGKzUZUFrcshaov6q06lBZo3NzieqY7Q6cyq7CqewbsnmfYGMO6Cw26CxmlDR9GQP430qrAzBab8w5bYz9vx8VO+ww2wHAhmrn2vquZPqbVh5fYzA7EJ9eccO2b3SYcFZb2Or35Rm1yDM2e9E2SafT/bdHACGEEOI92mUSJRaLAdT953s1rVYLqVTa5PteffVVvPDCC87XNTU1UKvVyMvLo//E3USr1SI0NBT5+fnUFcVN6Ji6Hx1T92vtMWWMQafToWvXrjehdIQQQsjN1W6TqNDQUOTk5Lgsv3z5Mnr16tXk+0QiEUQiUYPlfn5+dCPlZkqlko6pm9ExdT86pu7XmmNKP14RQgjxVlxPF6ApDzzwAHbt2uV8xkmj0WDfvn144IEHPFwyQgghhBBCiC9rt0nUa6+9BqPRiNGjR2P16tUYOXIkQkJCsGjRIk8XjRBCCCGEEOLD2m0SFRISguTkZDz88MOoqanBk08+iYSEBCgUihZvQyQS4fXXX2+0ix+5PnRM3Y+OqfvRMXU/OqaEEELI/7TbeaIIIYQQb0PzRBFCiOd4/TxRhBBCiDeq/92yuek6CCGE3Bj1373uaEOiJIoQQgi5SSorKwEAoaGhHi4JIYT4rsrKyjaPIEtJFCGEEHKTBAQEAIBPzF/oS/O1UV29j6/UE/Ctumo0GvTo0cP5XdwWXptEFRQUICkpCSqVCsOGDYNAIPB0kdolk8mE3bt3N1g+fPhwdO/e3WVZaWkpEhISIJPJMHz48EYfMG9JjLdKT0/H2bNnMWzYMPTo0aPRmKSkJOTl5SEyMhJ9+/a9oTHe4MqVK0hISMCgQYMQGRnpsi47OxuJiYkN3jN9+nRwOByXZampqbh06RLCwsIwaNCgRvfVkpiOzmw2Izk5GVVVVejTpw/CwsIajcvMzERaWhq6dOmCmJiYBsfTnTG+hsutG8/Jl+Yv9KX52qiu3sdX6gn4Vl3rv4vbhHmhd999l0kkEjZy5EgWHh7OevfuzQoKCjxdrHapuLiYAWDjxo1j06dPd/6dPHnSJe7f//43k0ql7O6772a9e/dmarWaXbx4sdUx3ighIYGNHDmSRUZGMgAsLi6uQYzRaGTjxo1jwcHBLDY2limVSjZ37lzmcDjcHuMNLly4wCZMmMDCwsKYUChkmzZtahCzbds2JpfLXa7b6dOnM7vd7oyx2Wxs5syZTKVSsdjYWBYYGMgeeOABZjabWxXjDT755BOmVqvZ7bffzsaPH89kMhmbO3euy/FijLHFixczuVzOxowZwzp37sxGjBjBtFrtDYnxRRqNhgFgGo3G00W54aiu3slX6uor9WSM6nq9vC6JOn/+PONyuWzXrl2MMcZMJhOLiYlhU6ZM8XDJ2qf6JCo1NbXJmPz8fCYSidi2bdsYY3U3nbGxsWz48OGtivFWBw8eZIcPH2ZWq7XJJGr16tWsc+fOrKioiDFWd52KRCL25Zdfuj3GG5w4cYLt27eP2e12FhgY2GQSFRER0ex2tm/fzuRyOcvMzGSMMZabm8sCAgLYP//5z1bFeIOvv/6alZaWOl+npaUxsVjMPvnkE+eyffv2MR6PxxITExljjFVUVLAePXqwl156ye0xvopuVrwT1dX7+Eo9GaO6Xi+vS6KWL1/OQkNDXZZ9/vnnjMfjsZqaGg+Vqv2qT6I+/fRTtmfPHnbhwoUGMZs2bWJKpdLll/kDBw4wACwnJ6fFMd6uuSQqKiqKLVmyxGXZAw88wMaNG+f2GG/TXBIVGhrKDhw4wH755RdnYnm1e+65hz366KMuy5588kk2cODAVsV4q0GDBrGFCxc6X0+fPp2NHDnSJWblypWsc+fObo/xVSaTib3++uvMZDJ5uig3HNXVO/lKXX2lnoxRXa9Xu51s93qlpqaiX79+Lsv69+8Pu92O9PR0D5WqfeNwONiyZQu2bt2KYcOG4b777kN5eblzfWpqKqKioiAUCp3L+vfvDwA4f/58i2N8ldlsRmZmZqPXZWpqqltjfE1VVRU2bNiAVatWISwsDK+++qrL+qa+Dy5cuOAc3rQlMd6oqKgI6enpLnVv6liUlJSgoqLCrTG+SiQS4Y033vCJ50Wprt7JV+rqK/UEqK7Xy+uSKI1G02DEjcDAQABATU2NB0rUvkmlUsTHx+P06dP4+eefkZmZifz8fCxYsMAZ05JjSse9aTqdDoyxRo9P/bFxV4wvGTp0KHJycnDo0CHEx8fjwIEDWLduHeLi4pwxTV2XVqsVer2+xTHexmq1YtasWYiIiMDs2bOdy931WafvA0IIId7O65IokUiE2tpal2X1r8VisSeK1K4plUoMGzbM+bpTp05YuHAhfvzxR+ev8C05pnTcm1b/a0djx+fq4+eOGF9y2223ITg42Pn6vvvuw7333ot9+/Y5l9G125DdbsfMmTORnZ2N/fv3u9TRXcfL144pIYQQ3+N1SVRERATy8vJcluXm5gIAwsPDPVGkDkepVEKv18NgMABo2TGl4940hUKB4ODgRo9P/bFxV4yvUyqVLl1Rm7ouQ0NDwefzWxzjLeoTqJMnT+LIkSMNhjhv6liIxWJ06dLFrTGEEEJIR+Z1SdSECROQkpKCrKws57JvvvkG/fr1a3LuHl9WXFzcYNn333+P6OhoyGQyAHXHND8/HwkJCc6Yb775Bl27dsXAgQNbHOPLJkyYgO+++w4OhwMAYDAYsH//ftx///1uj/EVf712KyoqcPToUQwdOtS5bMKECdi7dy/MZjMAwGaz4fvvv29wTK8V4w3sdjtmzZqFEydO4Pfff2808Z4wYQIOHjwIjUYDAGCMYefOnRg3bhx4PJ5bY3wBYwxnzpxBSkpKkzFWqxUpKSlIT0/v0M/gGQwGHD9+vEHyDACVlZWIj49v8Ge1Wj1Q0rax2+1IS0tDVlYWbDZbk3F5eXk4ffo0tFrtTSyde+n1eqSkpKCoqKjR9adOnWpwThs7/x2BVqvFmTNnUFhY2GSMXq9HUlISLl++fBNL5n6FhYVISUlptGt1QUFBg3P6559/3vxCulFxcTHi4+NRWlra6PrMzEycOXPGeQ/QKm0emqKdcTgcbNy4caxXr15s8+bN7LnnnmN8Pp8dPHjQ00VrlzZv3sxGjhzJ1q9fzz744AM2fvx4plAo2K+//uoSN2PGDNa9e3e2adMm9vLLLzM+n8+++eabVsd4o+LiYhYXF8e++uorBoAtWrSIxcXFOYd3Zoyxy5cvs6CgIDZ58mS2detWNmLECBYREcGqq6vdHuMNqqurWVxcHIuLi2MKhYLNnj2bxcXFsWPHjjljxo8fz+bOncs++OADtn79ehYeHs769evHKioqnDHl5eVMrVazUaNGsa1bt7Lx48ezkJAQlp+f36oYb/DMM88wLpfL1qxZ4zy2cXFxLD4+3hmj1+tZ//79WUxMDNu6dSubPn06UygULqN2uivG223cuJFFRkYylUrFBgwY0GjMH3/8wTp37szUajULCgpi/fr1Y5cvX765BW2jkpIS9vzzz7MuXbowsVjMli9f3iBm165djMfjsbvuusvlr7Ky0gMlvj4Oh4OtWrWKderUiUVHRzO1Wu0cHfRqBoOBTZ48mUmlUta7d28mkUjYli1bPFTq61NYWMgee+wx5ufnxwYOHMhUKhUbMWIEy83NdYkLCQlhkZGRLuf0o48+8lCpr09hYSF75JFHWGBgIBs8eDBTKpXsrrvuavD9/9VXXzGFQsEiIyOZQqFgI0eO7HAjPh87dowNGTKEqdVqNmDAACYWi9mTTz7JbDabM2bt2rVMLpe7nNMxY8Z4sNRto9frWZ8+fRgAtn37dpd1xcXFLCYmhqlUKhYeHs4CAgLY/v37W7V9r2uJ4nA42Lt3L5YsWYKkpCTw+XycOnUKY8aM8XTR2qWFCxdi7dq1qKiowOnTp3HvvfciKysLo0ePdon74osvsHr1apw7dw4GgwF//PEH/va3v7U6xhuVlpZi9+7d2Lt3L6ZPn+58ffbsWWdMz549kZycjH79+uHPP//E2LFjcerUKahUKrfHeAONRoPdu3dj9+7dmDBhAsxmM3bv3u3S0rlv3z6MHj0aZ8+eRX5+PlauXInk5GTnAAYAEBQUhNOnT+Oee+7ByZMnMWTIECQnJ6N79+6tivEG/v7+mDZtGs6dO+c8trt370ZiYqIzRiqV4vjx45g6dSpOnjyJsLAwpKSkoE+fPm6P8WZ2ux15eXnYu3cvnnjiiUZjamtr8fDDD2PGjBm4cuUKiouL0blzZ8ycOfMml7ZtcnJyEBYWhgsXLkCtVjcZJ5fLG/zC/dfBR9ozq9UKq9WKjIwMpKWlIScnB48//jimTZuGsrIyZ1z999Dly5eRnp6Ozz//HAsWLEBSUpIHS986ubm5iI2NRWVlJZKTk5GXlweHw4G///3vDWJfe+01l3M6f/78m1/gNsjLy8OsWbNQXl6OpKQkFBYWwmAwYPHixc6YS5cu4e9//zs2bNiAixcvIi8vD0VFRViyZInnCn4dcnNz8fnnn+PKlStISUlBUlISPv/8c+zYscMlLioqyuWcHjx40EMlbrsFCxZg/PjxjfaAmD9/PjgcDoqKipCdnY0lS5bgkUcecfk8X5M7Mz5CCCGE/M+LL77YaEvU119/zXg8nkvL6aFDhxgAlp6efhNL6D5RUVFNtkQplUp24cIFlpqayoxGowdK534FBQUMAPvll18YY3WtVYGBgeytt95yiYuOjmbPPfecJ4roNh988AETiUTM4XA4l4WEhLCNGzeyxMREl4m8O7onn3yS3XHHHc7XK1euZF26dHGp+/vvv8/EYjEzGAyeKKLbqNVq9sYbbzhfr127lg0YMIClpKSw9PR0ZrFYPFi6tvn666/ZgAEDmMlkYjwez6UlqqSkhHE4HPbtt986lxkMBiaTydi//vWvFu/Du56aJoQQQjqA5ORkhIWFubScxsTEONf17t3bU0W7IbRaLSZPngyHw4Hi4mKsWLECy5Yt83Sx2qS+FTciIgIAkJ+fj8rKStx2220ucUOHDkVycvJNL587JSYmIjw8HBwOx2X5G2+8gZ49eyIrKwu33347duzY0WyLZHt1+vRp6HQ6nD17Ft9//z0+++wz57rk5GQMHjzYpe4xMTEwmUzIyMjAoEGDPFDi62M0GpGUlAS9Xo8ffvgBfD6/QWt5amoqZsyYAY1GA4PBgE2bNuHxxx/3UImvT3Z2NhYvXozffvut0fmgzp49C8aYy2dVIpGgb9++rfqsUhJFCCGE3GRVVVUuCRRQNwKnQCBAVVWVh0p1Y6jVapw5c8Z5s7l//35MmTIFoaGheOyxxzxcuutTVlaG559/HjNmzHAmUfXn7a/nNTAwEKdOnbrpZXSXX375BTt27MCXX37psvwf//gHZs+eDT6fj/LyckyaNAmPPPIITpw40SDZau/eeecdXLlyBRkZGZg0aRLuvPNO57qqqirnOa5Xf4472me1vLwcr7zyCjQaDXJycvDaa6+hW7duzvWDBw/GpUuX0LNnTwDA+++/j7lz5+KWW27BXXfd5alit4rVasWjjz6K1157DX379m00prnPamvOqdc9E0UIIYS0dwKBACaTyWWZzWaDzWaDUCj0UKlujKFDh7r8Wj9x4kRMnDgR//nPfzxYqutXXV2NcePGoXv37vjoo4+cywUCAQA0OK9Go7HDntOTJ09i2rRpePXVV/Hoo4+6rJs7d65zGojg4GC89dZbOHnyJK5cueKBkrbNrl27kJiYiIKCAhQWFmLq1KnOdY19Vo1GIwB0uPPao0cPxMfHIzU1FQkJCVi3bh3WrVvnXB8bG+tMoIC6Z4qio6Oxc+dOTxT3uqxfvx5arRYDBw50PtcF1D3bdubMGQDu+6xSEkUIIYTcZGq1GkVFRS7Dmte/9oXpOEJCQpodTrq9qqmpQWxsLMRiMX7++WfnVCBA3Q0qh8NpUK/CwsIOeU4TEhIwduxYPPvss3jrrbeuGR8SEgIAHfK81vPz88OTTz6J33//3ZkoqdXqRs8pgA55Xuv17dsXEyZMwE8//dRsXEf7rAqFQgQFBeGVV15x/tntdnz33XfYsGEDADi7nLb1s0pJFCGEEHKTjRkzBhUVFS5zsOzZswdSqbTDdJtpKb1e7/LaarXijz/+QL9+/TxUouuj0WgQGxsLPp+Pn3/+GQqFwmW9QqHA7bffjr179zqX6XQ6/Pbbbx1uhODExESMHTsWTz/9NN5+++0G6/96TgHg4MGD4PP5Hep5vsbqcenSJSgUCuezNGPGjEFCQoLLqG179uxBr169OtTzX43VNTs726VL219jKisrcebMmQ71WX3ppZcajATK4/GwdOlSfPXVVwCAgQMHIigoyOWzmp6ejqysrFZ9VumZKEIIIcTNUlJSUFtbi8LCQuj1emeXkjvvvBM8Hg+33XYbpk2bhsceewxr1qyBRqPBsmXLsGLFCsjlcg+XvuUsFovzeR+j0Yj8/HzEx8fDz88P/fv3BwA8/vjjuOWWWzBs2DBYLBZs3boV5eXlWLFihSeL3ioWiwXjxo1Dfn4+PvnkE5w7d865LjIyEp06dQIArFmzBmPHjkXPnj0RExODzZs3o2vXrk0Odd8eXbhwAbGxsRg6dCgmTZrkvHYB4I477gCfz8fvv/+Od999FzNmzEDXrl1x/PhxrF+/Hq+++iqCgoI8WPrWefXVV+FwOHDvvfdCLpc76/HWW2+By61rZ5g+fTo2btyIyZMn4//+7/+Qnp6ODz/8EN98842HS986o0aNwuTJkzFo0CCYTCbExcXh7NmzePfdd50xo0ePxv3334/BgwejqqoK69evR0BAABYsWOC5gt8AfD4fa9aswaJFi+Dn54du3brhjTfewKhRoxAbG9vi7XAY68BTpBNCCCHt0Jw5c5CVldVg+c8//+xMkiwWC9577z0cOnQIIpHImVR1JOXl5XjwwQcbLL/11luxdetWAIDZbMaHH36II0eOgDGGW2+9FYsWLepQN9tVVVV44IEHGl23fPlyjB8/3vn62LFj2Lp1K8rKyjBgwAC88sorziSrI9i/f3+jrU8A8OOPP8LPzw8AcOLECezYsQN5eXno0aMHZsyYgZEjR97MoraZ3W7HV199hQMHDkCj0SAsLAyzZ892GVgCqOvG+c477yAxMRH+/v6YN28exo4d66FSX5+amhps2bIFf/75J/h8Pvr27YtnnnnGZU7Eq2MkEgmGDh2K5557zqXbakd077334qWXXsLEiRNdln///ff44osvUFtbixEjRuDFF19sVV0piSKEEEIIIYSQVqBnogghhBBCCCGkFSiJIoQQQgghhJBWoCSKEEIIIYQQQlqBkihCCCGEEEIIaQVKogghhBBCCCGkFSiJIoQQQgghhJBWoCSKEEIIIYQQQlqBkihCCCGEkA6qsrISubm5ni6G21RVVeHKlSueLkazLl68CLvd3myM1WpFZmbmTSoR8QRKogghhBDisywWC/Ly8mC1Wt2+7aKiIpSUlLgsM5lMyMjIgMPhcMs+tm3bhunTp7tlW+3Bp59+iilTprhlWxqNBqWlpc3GbN++HUOHDkVERAQWL158zevgm2++wezZs8Hj8QAARqMRS5cuRXR0NIYOHYpff/0VAMDj8fDggw/ip59+cktdSPtDSRQhhBBCfE5ZWRkefvhhKBQKjBgxAoGBgXjooYdw4cIFt+3jhRdewIoVK1yWnT9/HtHR0dBqtW7ZR1BQEMLCwtyyLW+xZ88eDBkyBGFhYejfvz+6d++OnTt3Noh78cUXsWXLFmzcuBE7duxAXFwcNmzY0OR2bTYbli5dijfeeMO5bP78+SgvL8fOnTuxatUqzJ49GwDA5XKxfPlyvPjii2CMub2OxPMoiSKEEEKIz3niiSeQl5eH/Px85ObmoqqqCnPmzEF8fHyDWL1ej7y8PJebYcYYMjIykJGRgUuXLsFsNru8p7S0FDqdDhqNxhmn0+mcXe+ysrKQkZGBoqIil/fV1tYiNze3QXcxg8GAjIwM578vXboEo9GIadOm4Z133nHGFRUVOVtftFotysvLG60/Ywx5eXkwGo0A4DwGTamoqHDW46+ta0Bd97WMjAxYrVYwxlBYWAiLxdLotmpra1FYWAigriWnvl7NMZlMuHLlSpPbvFp8fDw++ugjVFdXo6ysDK+88gpmzJiBlJQUZ8zhw4exbds27N+/HyNGjMDdd9+NOXPm4Pvvv29yuz/88APsdjvGjh0LAKiursaJEyfw8ccfo3///hgzZgz4fL4z/qGHHkJRUREOHTp0zTKTDogRQgghhPgYuVzONm3a1GxMTU0Ne+SRR5hAIGBdu3ZlXbp0YXv37mWMMabX61lUVBSLiopi4eHhTCwWs9mzZzOj0cgYY2z16tVMoVAwPz8/Z9zhw4eZWq1mAFivXr1YVFQUe+GFFxhjjOl0OjZz5kwmk8lYaGgok8lkbOXKlc6yHDlyhAFgy5YtY0qlkkVGRrKkpCS2evVqdvvttzvjpk6dysaNG8eGDx/OunbtyiQSCRs+fDirqqpyxpw/f55FRUUxmUzGAgMD2YMPPsj69OnD1q5d2+Sx+Ne//uWsR3BwsMuxYIyxnJwcBoAtXbqUderUiXXr1o2JxWK2bds2l+28+eabTCgUss6dO7OgoCC2cOFCBoBZrVbGGGPr169nAwYMcMbbbDb28ssvM7lczkJDQ5lUKmVPPPEEMxgMzZ67v1IqlS7ne+TIkeypp55yiVm3bh0LDQ1tchvTp09nc+bMcalzz549mcFgYFarlb300ksNtjlp0qQGy4h3oJYoQgghhPiciIgI7Ny5Ezk5OU3GzJgxAxcvXkR2djYKCwuRnJzsjJdKpc6WmezsbOTk5CAlJQUbN24EAKxYsQITJkzAww8/7IwbNWoUvv32WwDAqVOnkJGR4ew+Nm/ePGi1WhQWFiIvLw/nzp3Dxx9/jH//+98uZUpPT0dpaSkuXryIwYMHN1ruQ4cO4fXXX0dhYSEKCwtRUlKCTZs2Odc//vjj6NOnD6qqqlBeXo6IiAikpaU1e7wWLFjgrEdZWRnefvttzJo1CxUVFS5xiYmJyMrKQkFBAbZt24bFixc7W8OOHDmCVatW4ccff0RxcTFOnz6NPXv2NLvf1atX49ChQ8jIyEBeXh5yc3Nx9uxZrFq1qtn3XS0/Px+1tbXo3r07gLpWwt9//x0DBgzA+fPnnX85OTlQKBRNbichIQEDBw50vg4LC8N9992H4OBgqFQq5OTkYP369S7vGTx4ME6cONHispKOg5IoQgghhPicTz/9FDU1NQgPD0dERARmzZqF7777zrk+KysLBw4cwLvvvovQ0FAAQEhICBYtWuSyHZvNhry8PNTU1GDs2LHOgQVao7CwEDt37sTTTz+N8vJyZGVlwWaz4f7772/QvWzNmjUQi8XNbm/cuHEYPXo0AMDf3x/3338/kpOTAQApKSlISkrCunXrIBQKweFwsGrVKsjl8haVVaPRICsrCzExMRAIBEhISHBZv3LlSiiVSgDAzJkzYbFYnAnaJ598gokTJzrLplarsXjx4ib35XA4sHnzZsyZMwdGoxFZWVmoqqrC1KlTm+12dzW73Y558+YhMjISkyZNAgAcP34cjDEsXLgQAwcOdP598MEHiIyMbHJbxcXFCAoKclm2fft2FBcXo6SkBN9++22DJCw4OBjFxcUtKivpWPjXDiGEEEII8S6DBw9GWloaUlNTcfz4cRw6dAh/+9vfMHv2bOzYscP5nE5TrT12ux0LFy7Ejh07oFKpoFQqodFonAlEa6Snp4MxhiVLloDD4bis69Onj8vr8PDwa26vW7duLq/lcjl0Oh0AIDs7G0KhEBEREc71EokEPXv2bHabp06dwvz583Hp0iV06tQJIpHI2XLW1L4FAgGEQqHLvkeOHOkS37dv3yb3WVRUhOrqamzcuBFbtmxxWSeRSJotL1D33Nf8+fNx9uxZ/PHHHxCJRACAjIwMRERE4NKlSy7xYWFhuOuuu5rcnlAobPSZrOZarywWC4RC4TXLSjoeSqIIIYQQ4rP69++P/v374+mnn8Y///lPvPzyy3jnnXecN9wGg6HRVpqPP/4Ye/fuxYULF5yJzfr16/Hhhx+2ugwCgQAA8NNPP10zSaofWvt6SSQS2Gw22O12l0EQ6geYaMrMmTMxefJkJCYmOpOCkJCQVg3VLpFIYDKZXJY1t9/647JlyxZMmDChxfsB6hKop556Cj/++COOHDmCqKgo5zqtVovAwECX+OTkZOTl5eGhhx5qcpthYWENksZrKSwsvGaCSjom6s5HCCGEEJ/TWItCjx49ANR1IxsyZAiEQiEOHDjgEmOz2QDUtR4NGTLEJek5fPiwS6xYLG4w71B9V7yrlw8aNAhSqdT5vNTV3D1/Vb9+/QDAZRTCgoKCZie4tVqtyM7OxpQpU5wJ1Pnz51FWVtaqfQ8YMABHjx51WXbs2LEm40NCQnDLLbe0+rgwxvD0009jz549+O233xq05gUFBUGj0bgsW79+PaZNm9ZsEnvPPffg5MmTTa5vTEJCQoPWN+IdqCWKEEIIIT5n4MCBmDZtGoYNG4aQkBCkpaVh2bJlmDBhAjp37gwAWLZsGRYvXgyj0YihQ4ciOTkZx48fx2effYY777wT27dvx3/+8x9ERETgq6++wqFDh1zmbOrduzc+/fRTnDp1CkqlEmFhYVCr1RCLxfjyyy8xbtw4+Pn5oWvXrnjrrbewbNky2O12jB49GhUVFdi9ezfUajWWLVvmtnr36NEDs2bNwrx587B582bIZDLn9v/albCeQCDAbbfdhjVr1uDNN99EaWkpXn755Va3ii1evBgffvghnn/+ecycOROnT592ttw1te+NGzdi6tSpUKlUmDZtGoxGI3799VdUVFRg+/btjb5n0aJF+Pzzz/Hll1+Cx+M5u2YGBgYiODgY48ePx9KlSxEXF4fY2Fi8//77iI+PR2JiYrPlf/zxx3H33XdDo9HAz8/vmvUtKSnByZMn8cknn1wzlnQ81BJFCCGEEJ9z9OhRiEQibNq0CXPmzMEXX3yBxYsXY9euXc6Y119/He+//z5++OEHPPXUUzhz5gzWrVsHAJg+fTr+8Y9/YPPmzXj66adhs9nw7rvvujxr9Mwzz2DUqFF49tlnMWXKFGRnZ0OhUOCLL77Avn37MHXqVOfofEuWLMGuXbtw8uRJzJs3D1u2bEFMTAyWLl0KoG40wKioqAbJxl8n2+3WrZszCawXHBzsbGUDgA8++AAPPfQQli9fjrVr1+Kpp55CVFRUswNWfPvttwgICMD8+fPx3nvv4fXXX8d9990Hf39/AHWJVlRUVIPnf6KiopzdIdVqNQ4fPozMzEw8++yzSExMxIYNGyAQCJwJWWBgoEv3t0mTJuHo0aMoLi7GM888g7Vr18Lf3x/vvfdek2U9ffo01Go1li9fjilTpjj/duzYAaDuOaz3338fS5YsgVqtxrlz5xAfH4+QkJAmtwkAQ4YMwZ133onPPvus2bh627dvx8SJE5sdrIJ0XBzGaBplQgghhBBfYbfbXVqRysrKoFarsXfvXowZM+am7nvlypXYs2cPzp49e0P36y7nz5/HggULcOjQIZdnyv7KZDJh1KhR+OKLL1wSa+I9KIkihBBCCPEh27dvR1FREcaOHQuNRoNVq1ZBo9EgJSWl2cTAHR588EHMnDkTYWFhOHbsGJYvX47Nmzdj3rx5N3S/hLgbJVGEEEIIIT7EYrFg3bp1OHjwIBhjuOOOO7BixYoWPefTVufOncPbb7+Nixcvonv37pg7dy4mT558w/dLiLtREkUIIYQQQgghrUADSxBCCCGEEEJIK1ASRQghhBBCCCGtQEkUIYQQQgghhLQCJVGEEEIIIYQQ0gqURBFCCCGEEEJIK1ASRQghhBBCCCGtQEkUIYQQQgghhLQCJVGEEEIIIYQQ0gqURBFCCCGEEEJIK1ASRQghhBBCCCGt8P+ELJnfkwfURwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# prepare a synthetic dataset almost equivalent\n", "\n", "ref_xrpd = alumine.fake_xrpdp(\n", " 3000,\n", " (10, 40),\n", " resolution=1e-2, # very fine resolution, finer than the pixel size\n", " unit=\"2th_deg\",\n", " Imax=3e3,\n", ")\n", "img_ref = ai0.calcfrom1d(ref_xrpd.radial, ref_xrpd.intensity, mask=ai.detector.mask)\n", "reintegrated = ai0.integrate1d(img_ref, **kwargs)\n", "\n", "fig, ax = subplots(1, 2, figsize=(10, 5))\n", "jupyter.display(img_ref, ax=ax[0])\n", "jupyter.plot1d(ref_xrpd, ax=ax[1], calibrant=alumine, label=\"Theory\")\n", "ax[1].plot(*reintegrated, label=\"Integrated\")\n", "ax[1].set_xlim(10, 40)\n", "ax[1].legend();" ] }, { "cell_type": "markdown", "id": "3849522c-c22b-4435-a2d3-96dfe5cca338", "metadata": {}, "source": [ "## Calculate the blurring operator as a sparse matrix" ] }, { "cell_type": "code", "execution_count": 8, "id": "cd37348f-5fdb-4a75-97bf-8804fe61548b", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:25.894175Z", "iopub.status.busy": "2026-09-15T09:42:25.894033Z", "iopub.status.idle": "2026-09-15T09:42:25.897184Z", "shell.execute_reply": "2026-09-15T09:42:25.896599Z" } }, "outputs": [], "source": [ "rt = pyFAI.ext.parallax_raytracing.Raytracing(ai, buffer_size=32)" ] }, { "cell_type": "code", "execution_count": 9, "id": "0b27846f-c084-45f6-b287-f87263382c17", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:25.898812Z", "iopub.status.busy": "2026-09-15T09:42:25.898722Z", "iopub.status.idle": "2026-09-15T09:42:37.176680Z", "shell.execute_reply": "2026-09-15T09:42:37.175827Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 8min 25s, sys: 941 ms, total: 8min 26s\n", "Wall time: 11.3 s\n" ] } ], "source": [ "%%time \n", "sparse = csc_array(\n", " rt.calc_csr(32), # throw 32x32=1024 rays per pixel ... can take a while\n", " shape=(img_ref.size, img_ref.size),\n", ")" ] }, { "cell_type": "markdown", "id": "02669cc5-2b0b-4105-87eb-8294bb58fd16", "metadata": {}, "source": [ "Apply parallax blurring on the image as sparse matrix multiplication:" ] }, { "cell_type": "code", "execution_count": 10, "id": "4db2452c-25bb-446f-be81-8b6224f275fa", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:37.178838Z", "iopub.status.busy": "2026-09-15T09:42:37.178712Z", "iopub.status.idle": "2026-09-15T09:42:37.269556Z", "shell.execute_reply": "2026-09-15T09:42:37.268833Z" } }, "outputs": [], "source": [ "img_par = sparse.dot(img_ref.ravel()).reshape(img_ref.shape)" ] }, { "cell_type": "code", "execution_count": 11, "id": "134cd865-32bc-4dfe-8dc2-cafe7036fae8", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:37.271142Z", "iopub.status.busy": "2026-09-15T09:42:37.271041Z", "iopub.status.idle": "2026-09-15T09:42:37.679683Z", "shell.execute_reply": "2026-09-15T09:42:37.679013Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "res0 = ai0.integrate1d(img_ref, **kwargs)\n", "res1 = ai0.integrate1d(img_par, **kwargs)\n", "\n", "fig, ax = subplots(1, 2, figsize=(10, 5))\n", "jupyter.plot1d(ref_xrpd, label=\"Theory\", ax=ax[0], calibrant=alumine)\n", "jupyter.plot1d(ref_xrpd, ax=ax[1], calibrant=alumine)\n", "ax[0].plot(*res0, label=\"Integrated\")\n", "ax[1].plot(*res0, label=\"Integrated\")\n", "ax[0].plot(*res1, label=\"Parallax effect\")\n", "ax[1].plot(*res1, label=\"Parallax effect\")\n", "ax[0].set_xlim(10, 40)\n", "ax[1].set_xlim(33, 34)\n", "ax[1].set_title(\"Zoom\")\n", "ax[0].legend();" ] }, { "cell_type": "markdown", "id": "e960d48c-007e-4a01-8159-a17f71522aa1", "metadata": {}, "source": [ "## Correction of the parallax effect within the integrator" ] }, { "cell_type": "code", "execution_count": 12, "id": "3cad65b6-c468-4434-92e1-a3188e204af6", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:37.681028Z", "iopub.status.busy": "2026-09-15T09:42:37.680926Z", "iopub.status.idle": "2026-09-15T09:42:38.166759Z", "shell.execute_reply": "2026-09-15T09:42:38.166172Z" } }, "outputs": [], "source": [ "# Use the sensor material aware azimuthal integrator:\n", "res2 = ai.integrate1d(img_par, **kwargs)" ] }, { "cell_type": "code", "execution_count": 13, "id": "031d4c4e-1aff-43d0-a987-b5b5ba20e9fb", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:38.168247Z", "iopub.status.busy": "2026-09-15T09:42:38.168150Z", "iopub.status.idle": "2026-09-15T09:42:38.492800Z", "shell.execute_reply": "2026-09-15T09:42:38.492149Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(1, 2, figsize=(10, 5))\n", "jupyter.plot1d(ref_xrpd, label=\"Theory\", ax=ax[0], calibrant=alumine)\n", "jupyter.plot1d(ref_xrpd, ax=ax[1], calibrant=alumine)\n", "ax[0].plot(*res0, label=\"Integrated\")\n", "ax[1].plot(*res0, label=\"Integrated\")\n", "ax[0].plot(*res1, label=\"Parallax effect\")\n", "ax[1].plot(*res1, label=\"Parallax effect\")\n", "\n", "ax[0].plot(*res2, label=\"Parallax corrected\")\n", "ax[1].plot(*res2, label=\"Parallax corrected\")\n", "\n", "ax[0].set_xlim(10, 40)\n", "ax[1].set_xlim(33.3, 33.6)\n", "\n", "ax[1].set_title(\"Zoom\")\n", "ax[0].legend();" ] }, { "cell_type": "markdown", "id": "eee59d38-d8fd-4cf5-800d-b9111b4bf83e", "metadata": {}, "source": [ "As shown, when the parallax correction is activated in the geometry/azimuthal integrator, the peak position (maximum) is shifted to the correct value. However, this correction does not deconvolve the peak shape (it does not remove the broadening introduced by parallax).\n", "\n", "## Conclusion\n", "pyFAI provides tools to simulate the parallax effect using raytracing.\n", "The sparse matrix obtained can be used to blur a diffraction image and later to deconvolve it using iterative methods like MLEM.\n", "It is also able to take volumetric absorption effects into account to correct the peak position." ] }, { "cell_type": "code", "execution_count": 14, "id": "a73df25c-8776-4f39-b015-eb25bdbcfc08", "metadata": { "execution": { "iopub.execute_input": "2026-09-15T09:42:38.494709Z", "iopub.status.busy": "2026-09-15T09:42:38.494605Z", "iopub.status.idle": "2026-09-15T09:42:38.497689Z", "shell.execute_reply": "2026-09-15T09:42:38.496984Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Runtime: 16.668s\n" ] } ], "source": [ "print(f\"Runtime: {time.perf_counter() - start_time:.3f}s\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.1" } }, "nbformat": 4, "nbformat_minor": 5 }