{ "cells": [ { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:08:54.162144Z", "start_time": "2025-09-29T11:08:40.808477Z" } }, "source": [ "# Example notebook for optimize module" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:52:18.483988Z", "start_time": "2025-09-29T11:52:18.483988Z" } }, "source": [ "In the following we exemplify how to utilize the optimize module of pyMOE which uses gradient descent methods for inverse design of masks. \n", "\n", "The idea is that the mask pixels can be iteratively changed to minimize of a loss function which evaluates the simulated propagated field from the mask against a target response. A gradient descent method changes the mask pixels iteratively in the direction of the gradient until a certain tolerance is met. Some metrics can be used for loss function constructions. Examples of simple loss functions are the root mean square error (RMSE) or the maximum likelihood estimator. pyMOE optimize module calculates the gradient through JAX package, employing scipy or optax (JAX) optimization frameworks, being extremelly versatile, allowing the user to pick different propagation methods for the task. " ] }, { "cell_type": "code", "execution_count": 76, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:31:06.933693Z", "start_time": "2025-10-09T14:30:56.128928Z" }, "execution": { "iopub.execute_input": "2026-02-06T09:59:42.420778Z", "iopub.status.busy": "2026-02-06T09:59:42.418787Z", "iopub.status.idle": "2026-02-06T09:59:42.749334Z", "shell.execute_reply": "2026-02-06T09:59:42.747840Z", "shell.execute_reply.started": "2026-02-06T09:59:42.420778Z" } }, "outputs": [], "source": [ "# Notebook display options, change as your preference/system\n", "%matplotlib inline\n", "%config InlineBackend.print_figure_kwargs={'facecolor' : \"w\",'bbox_inches':None}\n", "\n", "import matplotlib as mpl\n", "mpl.rcParams['figure.dpi'] = 120" ] }, { "cell_type": "code", "execution_count": 77, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:31:06.933693Z", "start_time": "2025-10-09T14:30:56.128928Z" }, "execution": { "iopub.execute_input": "2026-02-06T09:59:42.750330Z", "iopub.status.busy": "2026-02-06T09:59:42.750330Z", "iopub.status.idle": "2026-02-06T09:59:43.007203Z", "shell.execute_reply": "2026-02-06T09:59:43.005711Z", "shell.execute_reply.started": "2026-02-06T09:59:42.750330Z" } }, "outputs": [], "source": [ "import sys\n", "sys.path.insert(0,'..')\n", "sys.path.insert(0,'../..')\n", "\n", "from matplotlib import pyplot as plt \n", "import numpy as np \n", "\n", "from scipy.constants import micro, nano, milli\n", "\n", "import pyMOE as moe " ] }, { "cell_type": "code", "execution_count": 78, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:31:06.933693Z", "start_time": "2025-10-09T14:30:56.128928Z" }, "execution": { "iopub.execute_input": "2026-02-06T09:59:43.008198Z", "iopub.status.busy": "2026-02-06T09:59:43.007700Z", "iopub.status.idle": "2026-02-06T09:59:43.255114Z", "shell.execute_reply": "2026-02-06T09:59:43.254119Z", "shell.execute_reply.started": "2026-02-06T09:59:43.008198Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n" ] } ], "source": [ "# auto reload\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 132, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:31:05.547620Z", "start_time": "2025-10-09T11:31:04.513134Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:23:53.694715Z", "iopub.status.busy": "2026-02-06T10:23:53.693720Z", "iopub.status.idle": "2026-02-06T10:23:53.934662Z", "shell.execute_reply": "2026-02-06T10:23:53.933667Z", "shell.execute_reply.started": "2026-02-06T10:23:53.694715Z" } }, "outputs": [], "source": [ "#number of pixels \n", "x_pixel = 100\n", "y_pixel = 100\n", "\n", "#size of the mask \n", "aperture_width = 50e-6 #m\n", "aperture_height = 50e-6\n", "\n", "pixsize = 1e-6 #m\n", "\n", "wavelength = 500e-9 #m" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:08:54.162144Z", "start_time": "2025-09-29T11:08:40.808477Z" } }, "source": [ "## Initializations" ] }, { "cell_type": "code", "execution_count": 133, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:31:06.288152Z", "start_time": "2025-10-09T11:31:06.264150Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:23:54.119850Z", "iopub.status.busy": "2026-02-06T10:23:54.118854Z", "iopub.status.idle": "2026-02-06T10:23:54.482260Z", "shell.execute_reply": "2026-02-06T10:23:54.480269Z", "shell.execute_reply.started": "2026-02-06T10:23:54.119352Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 133, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAwAAAAJACAYAAAA6rgFWAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAABJ0AAASdAHeZh94AADqmklEQVR4nOydZXhU6batZzwhQhJIIIGgSbDg7u7u7u4ODQ1No92Nu7u7W+PuEhySAEFjkIS45/7I6b5n1GSfc/sceu/NrfE+Dz9G1fiqVq31rRW+qjnWNElPT08XQgghhBBCiFFg+q/eAEIIIYQQQsg/Dy4ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAPK3kpiYKOPHjxd3d3exsbGR8uXLy+nTp//Vm0UIIYQQYrRwAUD+Vnr06CHz58+Xzp07y6JFi8TMzEwaNWokV65c+VdvGiGEEEKIUWKSnp6e/q/eCPL/J7du3ZLy5cvLnDlzZMyYMSIikpCQID4+PuLq6irXrl37F28hIYQQQojxYf6v3gDy/y979+4VMzMz6dev35+PWVtbS+/evWXixIny7t078fDw+H9+vcjISLl48aJ4eHiIlZXV37HJhBBCyL+UxMREeffunVSvXl0cHR3/1ZtD/j+FCwDyt3H//n3x9vYWBwcHeLxcuXIiIuLr6/uXFgAXL16UFi1afMtNJIQQQv4tOXjwoDRv3vxfvRnk/1O4ACB/G0FBQeLm5qYe/+Oxjx8//sOxoaGhEhYWBo8lJSWJiMiOdVkkf14LERGZF1Zajb32Ni9oi6eZlGdhp/Wg53+sozyfduUEXbf/deXZe64S6G61z4N2s4hUY3473hK0feEI5amZ3R/03ZaWypNeogDoBBf8VcSs3Wc1ppTzO9DHb5dUngKF0RO5PofyDPlhH+g5a9opz5T+W0D7xucGfWV4ETVm1rrDoPut7qk8/bofBb16QxPlyfIwCrTHtPfKc/covv/GHhtAt7nYVY0ZVh4D7MvPNVCeNJdE0GVyv1WegF1eoFOsTUA7vElSYz7UNAM9ovLvyrP0TEP01D2qPPMvNAa9q/4m5RnfuynoL0WdQXcbeFyNWfWyKuiEeP0rnevx//5PTmrHSNCLPQ8rz7pwPO8vny0OOsfREDXmfdNsoLPdSlAenwlPQZ98WVh5cm9MBp3kbA0aj2QG0Tnxc1tHpClPoj1G8jK/0ttn/hKvme+nZlcemyt4vSvV4THou3t81BjnBkGgE1IslOfzQxfQjgH6M1hFpoAOLqtfJ9fxSNAve9mCXlpuhxrzIAGvxbu31VKeGLRIni3670vWhTGgPazx2nt/SB41Rqzw2jtgxQllWdkTtyf9s76mpxTPD/pDG119nf4fuzQ55LOELdj2l74gI+SvwgUA+duIj4//aqmOtbX1n8//I5YvXy5Tp0796nP581pIoQIZF2VnB0f1vGU6/qG3CrVVHq8C+IfJ3iqL8sQ54h/XbJ52ymP1BD3uXvheHpb6j7jVXRxjk1ufhq4ewaDtTKyVJz0Tfk7TzOgxz6P/K+Li+gW05Xv9HwiHvLGgkx20J483HlcbJ+3J741/OEPicP/ZWeF/KEREChocF2tn/boeXjb43l/x2NngvnDOH6M81llwnOF7W/rr183phf+5snyqPWlueMwd80Urj+H+Ss6Ex8r2My4iREQs3XCe5DTYDyIilo/wdQ33lYiI5fP/+nOL6GOT5Ij6a69rnewKOi1Wz1lbB/1ehqTkwc9Z4CvblyU0M2grg89tb5mqxli5osfOVl9/XDxxoWiZmE157GxwcZZoj/vC5CupumRn/AyZ0vR/nk0dcQFgF6K3z9wc55aVh6vy2DjjeZYl/zuD579yvuTFz2SarL9wiAnGcZnC9GewTsHFkVU2/Tp21gbnWQ570Pm99fEOi8fr6teuC0kGD9lb6HPIKR++drZMuGCxt8yqxqRb47Uun7f+TIbj0kz1JEi2xblkmfMfLwD+gKWu5O+ECwDyt2FjYyOJifoinJCQ8Ofz/4hBgwZJ27Zt4bGAgACWABFCCCGE/C/hAoD8bbi5ucmHDx/U40FBGT83u7u7/8Oxrq6u4uqqv90SERk+rJXY2WQ813bLGfV8cn78Ji174SjlGVmzM+i0kDDlCZ6LX8ec7VlJeWwq4De3s+/Ux+ef6W9B8x0LB22yKUV59jTFn5RbPbigPG6WWI6ybGUL0PHhmL0QEfk9qRDo8fV1eUUDWz/Q4Yv1N3J9p48Ane30O+VpU3EQaBc3/PUha0SkGtNixCjQlxYtUJ5DsViS1HLIeeU5HlUD9K9uF5WnUSOcf51LYtnL3ttL1ZieD7qDznbrK9/k9o0E/WidLrnIuu0ujsmLP/WH1NBzv8BaLCto21qXeM02qDZ6HJ9Teaw+4flxPE6XGeTYgr9Atct8GfSGYjiPREQsujuCXj52rfL8eKYP6Jhc+leqHjkegZ7wob7y3N9YFHSey7gvrDbFqTFZF+CvAi/76Pc2r4LfRp96ukR5bpTFUrbkdCzNsjDRvz7MWdYedGhpfQfufPvxVyrT2fr4Pn+H5Y1ZjutviLN0xUnwaByWR8UN0L+GvfDDc2pFHV0W9mMS1qLv6LleeQZW7gB60Srd8+VkIzx2nul4HCZUaa3GRJfG7ct+46XymDXGEptXffMoz36PRaAfGFTaVTn3Qo2JTMVf/Sb17qs8gUPwOBSYn6w8Bec8AR0/u4TyOJzMKEGLSY2Qf1wgS8i3gX0AyN9GiRIlxM/PT6Ki8D/gN2/e/PN5QgghhBDyz4ULAPK30aZNG0lNTZXVq1f/+VhiYqJs2LBBypcvz4ATIYQQQsi/AJYAkb+N8uXLS9u2bWXChAkSGhoqnp6esmnTJgkMDJR169b9qzePEEIIIcQo4QKA/K1s3rxZJk+eLFu2bJGIiAgpVqyYHD16VKpVq/av3jRCCCGEEKPEJD09/Ss3LSPk348nT56Ij4+PeAwfK1bZMu75Zl0kUvkmFDoJ+peVHZXHfS0GDcf4XlOem7GeoPcv1veedn6CYUPT2xj0qnkfg68iIqvO1QZtGfmVQOASDKNtvK/DurVu9wOdYzaGEcML6dufxmXHwF3uwzpo+G4Gvs7K4luVZ+hj3Kdx9/VtVM188LN7/GrwOX114C6pOgYEc073V56QSnhbzagO5ZUntBHefcpjp/6uo9lvZ0HvmIdh095j9T6vb4vbPKRKB+X5sgZvExh+Wd+yMMUeL7tHO84F3XLlWDWmd2ec12falVGedAs8diZvdJQwdR8GXU1H2SuPzZJPoBP64m03PzTQIWXTWhhut9nhqDyO/TGg2s1d99aYuQ7n1rZB85Vn6JBhoCM98fgmV9HB/3SDsOmikjuVZ1E97JHQ9Oht5VmyBcOwuesFgn77ex41JiUTHm+nsqHK4zAVz9cP1fVth91u4K1BP1TVd1LzOIXnx/EDGOgtunyIGlOv1S3QFzeUU57oSnity3pM3+DAsAlCaF3dzyLzLRxn0QhvwJBpmaMaYxmJr/Oxqr62Le23EvTksTqsaxGDAW2rq89Avx5fTI3JO+s+6Bcrdf8SE3O8GUCuLWbKEz88Et97hbPyVJiWcRw+BXyRjW1Oy+PHj6VIEf1+hHwLmAEghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCGYAyHfDHxmAClJX7EwyapITmupa1bcNURea8lp5QlphfX+2g7qxTPJ2bO6SNkvXPb+rjfXe1p+xCNbyiz69JozbhmNMdZ1sbBq+9/QnjZVnps9B0LN/6Ao6rnukGlPF/RXoK+t0HXmCM34Gu0q6SVr406ygC5fT+/i33PtB9xk7EnTYV5ohOWGEQkKr6iZp3cpjXmPbk7LK4zUb92lAh8zKY1cIG2sl3MWaXFPdy0eqtMR6YA/rCOXZtg+zIua6J5V67Shv/JwHGuoGVL/HYEOxC+VdlCdynxvo9G3aYxWJ9cpFpjxUntzWmA059hHf265DpBoTsR33X+TNbMrTv+1x0L931s31fjuIDab6/jRSeTIHGGRvkrC2O7iiboKX48h70M9GuSmPTQ5sknW+3GrladdvBOio3Jg/mDVGN8ha3BibzL0YmFV5utW8BHqTbwXlyX7CIF9SWDczy3EB535IObyW5Khr0C1ORGq5Yraln+MD5bmYgNe/8fdaKY+lJc5jS3N9/mZa7wR65YKFoMfWx+uYiEhYZYN53Epnl8IDcP5Ze0QrT/VceJ1/MhVr/j0mYhNEEZH7RwqDTrbX13SPcgYNL2fp887yUyzo5jsvK8+8o81ERCQpOFjez5vDDAD5W+EvAIQQQgghhBgRXAAQQgghhBBiRHABQAghhBBCiBHBBQAhhBBCCCFGBDsBk++Ot78WEsucGQHDghN1o6NCAdgcp8Pl+8qz9oe8oCNq5VMepw4YGKtz/rzynKmeB/TL5TlBJ/rrhjXrypQAPefh78ozvOdg0AvXblKeec3agLbIiUHIwyXWqTHVDo4GXXCPDr2961UAdPxFHWj7qddu0AuWtFOedrZjQHv4BoOOKKgbZGU9gyHl0KoeyjM+Cx7PvKV0SHnWeIMkeHq88ljtdgSdapBZzXFWB3xP5cUw7I46K5Xn8gkMJX+srhttua/2BZ2tuBfopIb6u5lumfFzH9nfTXlCn+GxKnheBz6DmuUG3SHLDeWZ1a4L6LDxGDa12INzTUQkJQGbH6WZ67Dkl5RMoCts8lWeLr49QSd6KYvUHon74s6QUqCtwzHoLCKSnANDomZZE5UnMRCPVTv7zsrjPikA9PHceP6W3DRcjblxZh7oMhcGK8+WJ3hDg/Q0HfCNzYbz4kC3ucozej7O/T3rT4B2NNX7pned7qAvmpdUnhwbMOhq/kA3KovxxACy5wY9T8JK4DxpenQEaOeqeu47vsRjZT7FQnmim+G431utUp5+tfGcmXACr6uTfuulxuS+gNetd7N1A7TYDe6gvwyMVZ6kBPy7dLhlReX54eABERH56B8rP89TTxPyTeEvAIQQQgghhBgRXAAQQgghhBBiRHABQAghhBBCiBHBRmDku+GPRmCVs3UWe4ssIiJisV3XmHZyw5rmlUPa/revHVzWUj02rute0Gt+0o1vLPpgfahtN6w1735J11f7xmIN9v7DVZTH8gtqt/nXlCdgATYK8jiN++JdXay1FREpsFbXtRvSef8Z0JsL6Dr8mHb43p+K63plQ0rWwGZDD4Pclcf2GNZgO73QXbQs3mEToPCqOZXH7h3WDAd00XGnwr9hduD5VGxQlDmzfu8ss7GO12yazh8kzcJsQ9yoL8pjbdAgaVAezJfMeNpIjXFvi5mUtS/PKc/myNKg1/9eS3l61cdxlz55Ks/nLblAR9TFeZ0equugvSdjF7fh928pT0XrSNAlTgxTHjH4izS88mllCYjDwIb/UMytpNjqGvHXLXEOVCip8y93LhUEnWr1laZPZ/A8+9gN51pyFDbeEhHJchvfu2jvx8oT0gC/j/NbpnNJqfF4ThcY/Eh5Ngfg8Z0WjHPAbzh+RhGRIZv2gB67s7vyFK+J++vBeW/lyX7LoCFbeX0Ncr2LGQSTAaGg7Yboa0m6Lc637rtOKM/PD5qALpgtVHnC4jGT5TAGr/spi3TtfshxvP7Fl/7KdcERG8iF+utGb3Zv8PiWb6+brQWOzgi8xMSGyK17S9gIjPyt8BcAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCjcDId0d65BdJM80Iij25oRvWzHuM4Tnn6zpw92KZQXehCN0c51wEhuXs/aOVxy8YmwuZj8AA4OkIDIeJiHxslRm0RSdlkXMj54DuvqO18niOvg06sjM2EqpY/pkaE3AHP1OT8ReUZ+oBbOrV8v515XkTh4HA8NM6WDij01bQP23A5lJ59oWoMR5bMeh67nwJ5dnTbjXoz2mZlGdfODbjil6oX8drz3vQrw9iKDnbEd0o6l19fK+2WV4rz6auGFAtlzlceR4ex/31MQcGkFcXw30nIjK84xDQbSaWUp6JUzaDzuQVqTxrblUFbWajg/TeR7HZlQf25pKHkkONeTUem6QtqZlZefbtxRB6jt/1d1AhrXC/r92iA9FZHmOI2jYcg+ERBV3VmGctF4Nunls3Ytrqj559kWWV50kpN9CPvA6DblmkjhrzdgAGOS9f1cFOU4Nmay0L6RsIHN+L22yWNYvynI7DAHfAQLzWBU/CZl0iInPH4rlpoqeWZLXCgKxZgg7rNpqFYfadq+oqT1wvnAORoY6gH5xfocZUnzYS9LVoHVy3P4mNyR7V0v+98f4Vw+zBM/H5Vfn2qzF9BBu7pcTr1z1QZSPo1pvHKI/BnxO5/iGP8qRVz7i+JIbZiNxTTxPyTeEvAIQQQgghhBgRXAAQQgghhBBiRHABQAghhBBCiBHBRmDku+GPRmAew8aKVbaMZkvp+XVTFgnEOu18k28ry+euWNv7qXKy8rj/jk1s4rLppja3JiwBvfpLHtCr/HSTL7udWBud1u2T8tgscgQd6aUblbXuhw1/zozH2m7b+2/VGP+FWJ/eo/BN5Tkbik2VdhTYoTyG3xyU2z9aeQbWxgZOZ3tg/XJQZQc1xvCFTWvo+vn8zri/XobrpjumppjpSDuhPWn1/uumaCk3ndRjqSUxB+KxTNcDv6+OzcJMi+tGYHFf0FN44jvQY6/q5ldJ6Tj/LsXo3MVeg6ZyaXraSIob1thnO6lNbX88BXqokz/oEje6qTF5RuDnzLI7Snlu/445AZeKQcpzqegB0HXb91Qe86gE0MHT8M+Y7RadP1g0B8/V9vt1EzKfMpjpePg4j/Lcb74Q9MLP2HztdJA+LgeLbAFd915v5WmWB5t6bb5XQXmyn8YGZ5He+js8m2DcF1HVsO69VC6cayIi1mZ4/evkoq8Lc/phTsDqkb6+KFyd1UMmUZgliC+A1ySTr/yPJCkznmcR3vpanPklZllCyuuMQt/6Z0FfD8e82McYfU2KjMK/J5XzvlKey5dxXnvu1HO/7VZ87zmPdD7iDxLfhcrbUcvYCIz8rfAXAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjgiFg8t3wZwh46P8NAbvdSFG+TJdfgI7fp8Ocv3nuBT05vw7cJTbAbjjWYz4qj6c9BlKrOGCDrM1li6oxcggb1rwJ19uXeyIGNT22fFCeNwMxwDZ5DwYNu5waoMZ4D8RAtEkZH+UJqmQPOudBHRpMdsdwX4q9hfJ4zXgCeqbbGdDdK2LDMRGRiMoeoO136WZI5nmw0dGnaropVZa7GB4Oqq4bJrUeYBCi/sEgRH1PhxwrnwoEveNlaeVxXofH1zxON9r6kg+Dt1H58fn8U++rMR8H4HzMcSxYeaKKu4AeNmun8qx5Vw304vy7lKfRGQzIZj+LIUynczoImeaBzbfi3XSDtve18Tsny0j9HZR92TDQl0tsV56ChweD9h54C/SPr3zVmHzmuimfIc6meFxaepRXnjc/Y5g998/YKO9zL30tifDBP7M2IfpzezfCoHViZyvliSmBzeqSM+nX6f3zQdA9HPC69TIFQ8EiIsOb9wXdc/cx5WmUCRv3tSvZVHkCRho06NI5XEmzwH2R3ScUdMzx7GpMEl6SxDxBWSTnEdy+qKI6+D/ht02gEwxS8qsNzg0Rken5MJQ+8HFn5Wmd+wHo41NrKE/tn66ADjP8UCJSwi7jmvPRP1amN73LEDD5W+EvAIQQQgghhBgRXAAQQgghhBBiRHABQAghhBBCiBHBDAD5bvgjA1A5Swexs8ioQf9cP7/yefTFWto3G7yUJ91g6RtZUxeVpkYb1LVbpClPoYlYJx5RG+vyf5m+Wo358Qest109Z6HyNL82ELTXLL197xtgHf7kftvwdfu3VmP6rdoHetK+Tsrj130F6AbPG+v3jnQE3cHzrvJcq4u1+p0voedCpG6YdOlUMdBNGumGRIfOYV22x1mdA/lQ3aBB11eucuVqPAN95z3mD2xtMIchIjLU6wLo1VNaKc/8X5aBnlZWN/xpd/Ux6FvROG+uf8yjxriNxWZNz0bqXEPhaTgfoyrmVp40cyzMjumkG5UtL4ZzKZ85Ntzr1aiPGmMSZpC7aO2pPG5nsE47prD+DNYhuN9TbXSzNQuD/felVUnQwbV07mJudcw6zJ6ua7mTHHDfJNXS+yY+2hq0/QOs1b8zBhuOiYh8ScPzt9aCscpjGYWTNLKWrtV3sMPHIj7qhmfe69FjHoQN756N05mZgj9hdinTYd1oK2C3N+iUmnrfJCbgNTN/t8fKE7QXr8dRYZiZWVFzsxozrydep+osv6I8K6/WBO3wXM+bZIOye0d/vKZnPvxQjQntWhz0L2PXKs+iqrVBhzTKqzwO7/D8Deyi/56MLpPRADDIP1Z+aXaLGQDyt8JfAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECNCF8kR8m9OakSkpJpk1MuGVsyjnq9rj3XGy6ceUp5zcTlBL5ug70lf7ke8Z/6Jg/r+3uF1sHbbuQ/WYM+p0UiNyZQba5zdzXSBuoUF1jCbfo5UnlgPR9Cr+2HN/8i1+v7pww/2AO34Ulmk1DTMH0SUSVYeUyvcvlTDUIWIJBTHDMCUO1h7XGA83v9bRCTfJ7z/ff9ul5XnWDxmABrNPac8B2Zg3X2Svb4hec2Wz0G3c8F7yY8+0F2NWbUDa/4X/arrvTtcxP4LBeW18uxuWgV0UF2897ltiK5hT1weBLpQ50DlefYj1h7b5YpSnmo58B7+F9/rHM3IqXif/fBiOEcrrXmqxjzYhT0l4tz1vA6YZgs6z5Ik5Yn0xv4Bn4vr1/EOxc/pdBJ7f1yfd16NKfHLINCzp6xRngHHeoO2N9N12jdqLwbd2aMD6Hq9df8N2x/egzav8Vl5VhXFPh6TA1soT8RqPKeWTt+oPMt/wbkf3BCzLW5eeH0UEUmNwJzAtny3lefXPthP4FajPMqTFhWN23tYe3KMxOtJziS8Dox+hcdARMQ1E84THxvdm8TtvEGPiSh93bL5gNtXYxvmkp4Md1Nj3h7Ga8eEZy2Vx2IdzpPuuY8rz6Lj+Leg4Cg/5Vm4OCNLkPQuRERuqecJ+ZbwFwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4IhYPLdUflAlGT3zAhdmdd9q57/vSEGLE+lVlEeuw8YKst0VgeuDrXBBjCpOXTDKasyGLIMi8WmNnaFHdQYm8BI0LXu9VKevFkxJJji4aI83ltjQQdXxC43iz11oy2nnhhoiyisLNKgxj3QN1aVUh7XI7jfX+zPpjxvu2OQNaDmBnyfkHJqjPMFDIlmMtEB0BQb1Ct9qylPemUcd7/lAuUZ/LYh6JZZ8XPPbKFD1L++woZE/ecMVx7nJHzv5/PzKI/dQ2wmNbHfDtAWJjoE/KtfA9D7buvtq7sFG0ydKa2bFtUxaEJVtPUz5Wk36TBu36ZuoN2sdbjYrx6GOXP01J70OGxS5f+zbnLkbNCLySxBB7jd12Ko9tw9nMjH4q6rMV+KYSh0xMa+yuN1CkOiJun6T2TXuzjfkk9i06yQ3rpp3/G8e0D3HDhSebZPx5sMmHRRFonpjN/Z/Ta6m/LMOI/NB/ttwfBzhL++ljS4jQHfgocGK8/RRotA34h0Up7n8/B4Wt/S+y/+Nwwc5+iJ1zr3Ojp4HfsKbyBQ2OKT8oQaXE5SnfS1I18ubGi3yuBYlvEMVGNyr8GAedIN3VwvOic2gys1VQf/vaY8AF3PYJ+LiIQuyGi2Fh9urZ4j5FvDXwAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjghkA8t1xZmlFyZQ5o3GSvauuM/5UFuun7d2ilWdtCaxH/5iSWXkGncCi0jxHdV12hLcz6L6DDoJekb+FGlPu1wDQz26VVR7zg1hfG91Y10GbGvS5Odh3DuiW1fupMbknY72t8zNda/pzB2yslTZFN9qymILbU3vmaOWxs0DPrKIFQM/zv6jGdJs1CvSY7vpzm+XC7MOPxXXTnSnXm4P+kqaPnZct1qyv7IVNvjZvX6rGTK//BfT1suuVp+iRYaA7F9dNlWpWwUZakyZjPXrm3XfUGNdsMaD7uemGU4t24vZ06jZUeUww2iL3TxVSnmdh+Fi+dljTvPteGTVmUHlsvrV2SD3lOdkN52izJUWVx9Efj2+L0TeUp6cjNnBq/wXr2n9+3kyNcXhsATr7omvKk1wPP1dgF12PbvEWrwvm0XgNcnfCOSIiYnAqSFD3ROWJT7MEPf6yntcfk/G68CJBN656EI816qlWWAtfs+wTNcZvHGYoCoVEKk90A9y+yGb62Dk9wA/qdjhQeRK9sOldWgwe79BofF5E5MicuaB7+3dUnnrVfEFfPKCzSzHnMUuwcgpmZIZt76PGFN6P1+uQrVbKc2gSzuum9/XrRC7BfJhJFf06af/RUy7dQj1FyDeHvwAQQgghhBBiRHABQAghhBBCiBHBBQAhhBBCCCFGBBcAhBBCCCGEGBEMAZPvjpCK6WLpnhFsqzc+UD1fwQpDeJOyPlaeYksxbHpz8HzlybcfU7YHtyxXnqq/4uv8dhLDh+mFdfi0tC0GKiNL2ijPu4n4WJZcOuw3YPch0CPKtADtWkq/rn83bEy2pu0q5elaGBtObXp6UnnepGDzIxOdlZTNo3GfdlqB++rSQkc1xqUYBl0fO+lmZrXbYMOuRQvaKk+B9tiobGCl9srzdgkGv7Pa4uWwV0EdYnWtgPu0gbNuBNZj8mXQt5p7Ks8tNwwo2thjk7nGD8LUmBU7MXzqei9ZeUwFD0RoKR3yvj8Kw81l7+pAZbbO2KQopBHOv86lb6oxaen4fZJTaf0ZhlTpADpn+APleb8VQ6wWproBX99XeMyDw3Fee6zVf9petcbXyVKntPK4/4yBT/lZH7uQ/hj69fgVP3ePrXj8RUR+DakNOr+rbmT1++USoM9/0SFWa4NdatssWHnMlmUF7X0HrzfX8udVY5KbYMD3SOuNyuOfjK8b66a/P+za63fQB8LrKk+/qftBNzG4HnavopsKXj6FcyI8Tl/bXg/PA9oltz4/ogyO3fy27UDntsDrj4jIrt54/asRqZukfUzFQG90jN6+AnmDQMft0jeeSLiYEaJOTNU3PyDkW8NfAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCGQDy3WHrEivW/9Hcq0CmEPX8pjVYw158yFvlyV0vEHTNn0YqT9abWJ9cfbr2DB+5F/SawCqgg0Id1Zj5U7HmOt1M13vGrMZa1fhY3TRm2ryuoJufwcZaR5bo+mW3klgz3Gd/f+Xxyh0BumdVXSMeXRyb9cybr7MEo19inXbWR1iTG9xf12B7t3sB2m6ll/K8roo6fLmu9bWbjw1/Nl7VGQ/DevTihzErcr9HETUmsAl26LF7p79DOT6vOuhhv+9Wng52WMwdlZYAumO+GmpMznJxoNPN9byxNcUGUx7bXiqPj+0Q0LlP6EZ5q56cAN297wjQd8bnUmMSU/HPicMMW+VJi8TzNaKlbiZlcgX3aZqn3sfP3uP8m1zmGOjpTbCpm4hI2WL++BqBBZRnmTs23xo4ppPypF92B/2qNTba2lxZ1+4/n4Ln4qXm85Snxt0xoL1qvVKe+BScfwEvdDbIpA1mHQo9wRzISJ+zasxxVzwOjY/oa13BqZiPcC6nz7vzlfC8c7TS829x55qgF55pAzqHGeZPREQ29WwCOtvTQOXxPIPnx8PwHMrjao7bHFnEA7TT/odqTME9WPOfKY+ejxdjMauUGm+mPKZD8Hx4+4Od8hRcknENikmNkED1LCHfFv4CQAghhBBCiBHBBQAhhBBCCCFGBBcAhBBCCCGEGBFcABBCCCGEEGJEMARMvjt+9D4ueb0zQrGjZg5UzzuGYAhudcXyytPw4hPQxzaHKo/f3DKgM33Qocvs5th0LPY4hhOzRmFAUEQkrm0k6JxjEpTH6osL6KDKOlR2czI2dCq1aChoSzP93slpuOZ38dGfO/QXgyZfB3WYrvGwS6AXf6itPGNzYwOdoZX7gE5y0g2ehrufRm3lrTx7Ai6ALnawuPKcWYVN24psHqs8meugHpV1F+jVWzBQKyLik5IJ9MFTFZQn3QTnybN4d+XZY9Cwa+OHSqDD9usAbfaBGBwOWq5DhF3O9wPt6aUb0RWp6wf6eaLexwNrdAEdOice9Lo8h9WYzAYB5KatRimP9ydX0JHNYpXH4o496HO99T4u8BuGif3i8bzrV0cHXT8l4/66k1Pvm1Wfq4Guns1feSYN2Ae63J3OoJ/9phtt5dmN75WtlW4U5fwY502rJveUp5FB06weHVooj/9oDBxHr8DXPRhcQo2RVnh80+foffNyGV4H8v+om5m9HegDen7fNcozpyfOrbarD4I+dECHqKutxMZz625WVZ6XL3H+HamwQnlcTHFfVM2BweuG1yPVmLmZF4DuuGS08uxahE0DcwXp/WcSjn8ryuT7rDy1bmSEpj/6x8rVZuppQr4p/AWAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIpgBIN8dK9/XEDuLrCIikmahn0+xwTrPn26dUp4JA7EBVvLRcOXJP9WgLvYrDbvGp/QGHVUEG83YumBzGhER08tOoDsf26U8k09jcxznB8oiVcdhg5p1MxaBHjsMnxcRye2IdeR+Ea7KE3s/C+i8d78ozw2DJl5O894rj38S1mXnX4C150HrMOcgIuJoUEdec/AN5YlOw+yAyy39PUbTkRVB55O7evvWY6Ov+Z9wzIXfsC5fRCSoOtbuuzxTFhETzF7c6V1MWbJuxuZbAfexIZFPGaz1FhFJssXa+JQLWZSneedboB9N0fmDuJ74Ojkz6+O7/dIO0B1LYkFyp58HqTEVSuDxzeqrLBJcC+dbvsEBypMWic3g+j55rjy//oJ19ztLYGOyjU1XqjE/TBiADzROUp5La8qCdl17W3mKTMdGajku4nxMKaovShEGMYuFhg+IiPMjbP53Jryw8qz9sSVo+xy6iVv92pgdOHG1JOh0U50NankGP2dUmL4envLZCdpnks5fZTuF58f8QiWVZ8PLJaAPxRQC7XUQmxWKiFzthrmAKTsPKU9H+w8Gj1gqT7UfhoF2CcPr9fUzenuPlMDGfosn6rlV2BKPw+V43aBt1lycs72cjyrPoie1REQk8V2oiNxRzxPyLeEvAIQQQgghhBgRXAAQQgghhBBiRHABQAghhBBCiBHBDAD57vh01U1i/DLqy7eMX6Cen9ikG+gT0boGOy4b1ukeK7JFeeqUwXvHJzopi+Q5iLWy2RfhfcPNnB31mBMvQW9rVlN5CgreIzrJzUF5is/zBd3btzvoY8vmqzEdx+B9r2Py6e8A8pzGmvAXI62Vx8wCa31zTdb3Pi+69hzo/cXxXtmriula2q4Pe4DOPjpZec4dfQvaaYeu7699H/ffuS66F0S2o1agvcti7fGJjpFqTECZ7aBv19f11D3v9gAdWUAfuxFOgaC3F8TtffAqpxpTZzPWwgce1vmNU68Lgv7B56TyrCiL+ZLyY3St8biPtUAff4D9Gcrea6fGRDZBvfjeEuUpbIH3Ry9WaITyeA3H3Me6xnWUJ8Ign1Mh9xvQ3c9hzwkRkczZDOZ6ms702LXEOfAqT1nlSTboX/GmIfbN2NNsoRozuVxj0OdP6GvSoBMHQF+N0TmBrBNxrh95VlR5/P0wOzC5wX7QRa10XqfNGcwLuVzV/zVYOQbnlp2jzjfZhGKfjNUvzynPnUTMBu16h/1WbNvo/gIJlfB19zSsqDw7XuMc+LC/iPJ0GHsetKcV9pNYMbqtfu/GmM0wrPcXEYlOw+vAkpHtlWfoPOwfYdi7QkQkISyjP0RSuJV6jpBvDX8BIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiTNLT03WKjZB/Q548eSI+Pj5ScX0Xscub0QQpdYoOQlq+w0Dl2kvblWfkO2xs9OhoQeUxNcifppspi5wbMgd0o6kYsnU9gE2NREQG3MCQYzNbHaZrFVAXtO/9/MpjgjlccXiJ6/lOA35XY04NqAr67dA05cnmiCG3r4XyQjv6gDbcVyIiDm+x0ZJhIzXLCGz6JSISndcWPVGpyvOxCgYUk9z1mw8vfwb0klMN9AZmxff36vkItP9cDCeKiKRZ4/4qOFZ3AjNxzwY6bkmK8rTI4Yvbdw+D4BavdfDaKhz3X44duonWc4MwdrqVPr7up3EiR3jr74Gmd9sKelcohmE9bCLUmGc17UD/4HtJea7EFAC95no15bEIx+Nboqqf8vh/xiZyK4puw/cebND0S0ROr8XQeYvSjZQnrEE+0A6Beo6+aoU3EPDajoHkkHK4H0RETJPxz6xtiD4uQ3/FRlszl3dWHqsIfJ003etKWg3F4O26B9jQzuWkDpiaJ+DrhpTVcyLLY/TYv9P7ZsMWDH43WjhOeRKz4OsYXldNE3U4+1TP2aBPxuqA9KF62CzMf5CH8hi+V/7deK1zXmTYTEzk/mlsVHajzzzlqTtpFOhPpb5yXb2Bn8usW6jyhN3NuHYkhgTLu0Vz5PHjx1KkiA4zE/It4C8AhBBCCCGEGBFcABBCCCGEEGJEcAFACCGEEEKIEcEMAPlu+CMDMOtYUcnpldEYZltZXR9pehjryJ++dVOe5ZWwZnjIzU7Kc6PaUtDlzg1VngKDsMb/Y5/ioDOF6VrQhPaR6jFDEu84g/6pyw7luRKFdbD3Z5cAbR+oswWhpbE+eeX4xcozsVd/0C/b66ZAefdibb7Nq8/Ks//yHtDJ6TimRddBaozlR2y6k5JV11MXX/IA9IHzusmX96ow0Gm2uqY+pGJmfKA+NnXr43VVjTlSDOv7zc+4KE96F/xe5XMNXYu8d9Zc0I3v9QWdcwBui4jIu06YA7kxaqHynIl3BL2ycUPlcdyAr+17vJDy5FmF87rzVV/QPx3XDZPs3uLnTqsWqTxt8uHrbLpcVXksXXHelsqhG1cVsMMGTpnNccyh0ZihEREJbIE12J5eQcoT/Dseq1y73ilPlp3YKG+M2ynQ7W/jsRQRsTmH87jbkBPKs+gKbnPvipeVZ91VnZlQmOKf9MxPMLNwYgzW04uILAvHxlonl1VRHvt2H0EHX82hPCk2+N6p2XVOwOEunovxrjjGq0qgGhM3C9/rQzUL5RGD/8l0b66bkK1/hHkIr9kJoPvsOabG/LAfsxgL22xQnsaZ8HUKr9DXtqatroHe86C08nQqcUtERMIComRt67PMAJC/Ff4CQP4St2/fliFDhkiRIkXE1tZWcuXKJe3atRM/Px3Ue/bsmTRo0EDs7OzE2dlZunbtKmFhYV95VUIIIYQQ8s9Cf7VHyH/Bb7/9JlevXpW2bdtKsWLFJDg4WJYuXSqlSpWSGzduiI9Pxt1h3r9/L9WqVZPMmTPLrFmzJCYmRubOnSuPHj2SW7duiaXlV25fQQghhBBC/na4ACB/iVGjRsn27dvhP/Dt27eXokWLyq+//ipbt2bcPnDWrFkSGxsrd+/elVy5comISLly5aRu3bqyceNG6dev379k+wkhhBBCjB2WAJG/RKVKldS3915eXlKkSBF59uz/3hN937590qRJkz//8y8iUqdOHfH29pbdu3f/07aXEEIIIYQg/AWA/K9JT0+XkJCQP8NKHz58kNDQUClTRjdSKleunBw/fvx/9X5bVzcQG6fsIiIy495a9fyk6X1AO7bWgcpHCTlB51mjm8/UtsXXMTXXeflc5zHkG7YGPV0m6VDZ28Qs6jFDHrTDZj2RHTMpj2cmDELetsH1/IueNmpMoQU4ZkzLdsrzvgdqM3PdaMsiBgO9tpujlafyT8NAR9eLBe1mozurvfrRAbTTFd206MDZCqD7NjijPDtfYqAyc4uPytPB7Rboi+1Lgj6WpOdvTAtsPGff9KnyRDbB0J7TXl/ladu5O2j3Kfh8WlYnNebaqPmgfc7poGF6Ks7jQhKpPHcuYtM7F38dVO9x7Q7oSXsxJG9bWL+uvMFtTknRx/fI4uqgzevGKs/5CitA9ypYT3n8z+BxCJmADdB6rjqgxsxbhXPdYoGeW3OOrQO94II+P+zMMcfUc9ZI0JcnY8BbRKSyHzYIfBSdU3n21lsGemVoTeXxa4b7ptKkIcrTfOR50Pse1AJd9bK+mcGg4hdBdxmhQ8q73mJo9XQvHSbu2ncE6I9V9D6OqxQD2tQgtPw00F2NyZITQ7816vkqj//EwqAH99SePXZ4jjstx+vhxN26+Zr1FzynJqzopTxDCmHTQ9c3+m/Fgwq4L7K11kHmA/bFREQk8V2oiJxVzxPyLeECgPyv2bZtm3z48EGmTZsmIiJBQRl313Bz03ffcXNzk/DwcElMTBQrK/3H4Q9CQ0NVYDggQHc+JYQQQgghfw0uAMj/iufPn8vgwYOlYsWK0r17xrea8fHxIiJf/Q++tbX1n57/agGwfPlymTp16t+wxYQQQgghxg0XAOR/THBwsDRu3FgyZ84se/fuFTOzjJ/8bWwySk8SE/U9oBMSEsDzjxg0aJC0bYv3Gg8ICJAWLVp8gy0nhBBCCDFeuAAg/yO+fPkiDRs2lMjISLl8+bK4u//fus0/Sn/+KAX6zwQFBYmzs/N/+e2/iIirq6u4urp+9TnriBTJlJIiIiLzPHWTlMxV4kFHHHZWnmMfsS5WbJVFsrd4Bjpga0nlOXXfB3TDfvdBLzjeWI2xjMRa/VRrXS+aPxfWps65W1h5HG7gIiquMdbWuu3XuYHULNiQKH/m18oTdh1Lt+ze6u0buGUL6CnLuilPjot4/F1u4zFPtdf3IKju/RL0/TtFlWdWc2zitq5LM+VpuxbrZ+990c24Vp+tDdorE+4//3563pjFYT1wam89R03X4/4KmKbnTUoQ5ioWHFgFevQPg9WYynNGgbbSMQFp2fwK6KFnrinP7UTc5gnRPfTr2GJuZsM0nNcvf9KfyeUjZgns5ulcjUkiNnrL+lDPgWUFsSnVi5UFlcf0Gt6IYPhyrFk3M9FzdnR/vPlA5RGBytPk1kDQ5hNSlef1Wfzsufzwi46PqTr78FMbfO/tDXUDtD4NR4D+4q2zGZvr4fnh/ExnKA69LQY6slgKGhL09p0ulx30u6EllCfXYSzJrDZktPJ4X/AF7ZpJv45JOcwL2Q3FOdDvmM5vLNnSHnRua53rehuGzeCq/6a3z6cjZnZ6ZsNmazO7HlFjpgVhM73QTjrDlb4R5/VmX/06G8bhcTnf+pPyZN6X0XguJi1S9JWZkG8LFwDkL5OQkCBNmzYVPz8/OXPmjBQujP85zZEjh7i4uMidO3fU2Fu3bkmJEiX+SVtKCCGEEEIM4W1AyV8iNTVV2rdvL9evX5c9e/ZIxYoVv+pr3bq1HD16VN69e/fnY2fPnhU/Pz9V2kMIIYQQQv558BcA8pcYPXq0HD58WJo2bSrh4eF/Nv76gy5duoiIyMSJE2XPnj1Ss2ZNGT58uMTExMicOXOkaNGi0rNnz3/FphNCCCGEEOECgPxFfH19RUTkyJEjcuSIrnP8YwHg4eEhFy9elFGjRskPP/wglpaW0rhxY5k3b95/W/9PCCGEEEL+PkzS09N1WoqQf0OePHkiPj4+0nJHM3HKn5GAzGujg1RrrmGzoUW1typPY4PA55E4B+W5E4vNhQ7s1sE9s3IRoKM/G6SJ/x/Ort/rLlKPDfPGkPKnrqWUx6J1KOi2HhjU9P1Ks6GX8wuBnvarbqTW51Rv0L0rX1KeiGQMGJ8MLKQ8jfJi4M7KFMOI+w7o/Zm9ygfQTlZxylPR+RXoUwOrKU+yPX63YR6nw5xWz/G9XvfODzo+p0F4UkT6VsaGSd0c7yrPsMCWoBN76IR5SlZ73L53GLAM7JlPjWnX/gLoG52LKU/akxegw/pXUJ6YPKhNk5RFsj7EAOrHGvi8bQ7d+C0xARsbtSt0T3mczTG0uvR8XeUxMWhmVnDOW72BJuhZdW0X6PorxqkhuesFgn72XJ8f+fbiPHnTSDdrsveMBJ39R3x+6hEMyIuI3IzzBH24v27yZRmAofmlN/cpT6N1+LlsynxWnhHeGID/ZSc2M8u3Cs8fEZHn4/OAtsvzRXlyDsDg7YKb+5Vn1Os2oIN25FEey2i8KK6atRD02HyV1ZhuzwJB34vJrTzhyXieBUbrEL/FFEfQaVYYiN6+eYkaU/EiNlu7Xn2p8tSbMxZ0VOkE5UmPw2tSockvlefZrxl/c5I+hEjwTwvk8ePHfzbYJORbwwwAIYQQQgghRgQXAIQQQgghhBgRXAAQQgghhBBiRDAETL47Ome9KfmzZdTm9p46Uj3vO30+6PmfyyjPqENYf/5Tk73Kc68G1pC6VkhWnndFrEE/b7AC9NYo3YBqwaZWoPeW0/X9De5hI7C970KUR9a4gFxVqj5u713dSMjh5CPQA0v1U55aNdFzclp15bH+hPtiympdr7y+MzboMn3xBvSNp/PUmN6vm4IO3OilPM/d8DHTSsoihZtiLfzblfp1aizG7Qk4jHX3JrY6A3B8Wg3QOzqXVp7Y91jfbztP18vHhGMQ3iU7jnHcqDML50O8QQe1153AUmzLg0430yGUrJ5YN56QrP8MFKj3Dj3rsCHbliY6O/IxFT9D3yvdlaeljy9om4+6KdW9IZiJaVm8ufKkTMK532EUNn1yD8NmgCIizwths6tN9Vcrz4TzA0DPaLJLeTZ/xFsfpwvmhwb8NkyN+VIQj0OhGW+UJ3ou1rV/TNWN/FIKYiYm2yTdbG3nonKgXe4bzGMrbKImIuK9NhL0hMM7lWdMfWySZvGVgFNEAjYnjPDR1yDTJNzmH0pioy0zJ/2ZVrzGa1AD96fKc3u6wXX+K/krq7sPQEfuzwW6/PERakyBtVjP33G9Pr6ONng9jCmv39zuKZ5nAWO8lcf6XcZnNwnV2RNCvjX8BYAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiGAImHx3DDvbVSyfZgT6HGx0YOxZEobcWmfWzZruzMUmQMt92yiPoxc2LbIa91F5emUNAN33bW3Q/osLqzGHfp0NenV4FeWJScWQaMLebMqTmBc/e6cmF0DfnKvHiL0dyA3tlylLl9P9QRe6/Fp5PjXEplkbiulGYOkJGCZOqolh53IbdIMblwcYGqz341Xl2XsSGwW5XdOB2dhtGM7Ot+uF8hxYis2YcgZgRyzzGB36DpuEcyI9RV9C0y3xM6TecVSewuuxGZNhI6b0ajpE6N0Y55/VUHflMTEYlve3h8rzYllB0ObW+nM+WeoDOt4D51r/F53VmJBIg+Zmlvq45LCKBJ1nx3vlaX6qB+jX43RQuOivOM68HwaiA6ZgGFVE5KcSJ0H32jdQeXpMOg86OCWz8pR3DgSdvBW3b/cJfT6bJuL+S/pRn5ufRuHcmtm0o/LYV8XP5TdWX/9O5cOA9uD3eD6XOaQbUHVzvAk6LFXvP5ez2JCttc1Y5Rk9cjfoyFw6yOxhgSH0eRe6gI5z0ce7sstt0J5W+qYIE5atBF23p77BwQ9P8XUGr8MQv4m7nrONN2IjxGVPdOPB51Ww+VuVof2VZ/sCvO6nfiWkXOv0CBERSTLV5yQh3xr+AkAIIYQQQogRwQUAIYQQQgghRgQXAIQQQgghhBgRzACQ744hVX+XnF4ZtaVlW75Vz7edj7Wpce662DJtLjZ3ybVV136+6I91+GbBLsoTswyzBMEVcE29fdZiNabhDtw+94u64VREQWwEY/mVglHrz/jYjYqOoF8sx8ZWIiL5PUJBdz2h66CHVj8N+nihGspj3+UD6OfliylPnoNYCz9l+XrQ/W5j7a+ISOZVWB98Z3BJ5Ulpj587PouuGQ7tg02Vck7UjaHsDRp9WVzGzEJC3eJqjMMKzBZU//Wa8vQug/XU9dePU54s+7GhU/YF+LztO5yfIiJ9nzwHvdo7SXli2mIjsNg6OmdRzgtzK8/2FFQe53ufQBcfho3B3jXStd3nH2AzuNDUOOVpa9Cwq9XR08qT2xLfe9yt1srTLTvu94UenUDbXtHNrlzKRIF2LxasPHXsnoAeNGeI8mTficeh6LkI0HZFwtWYBh7P8HU76nlT12CefC79leuWJdb8ew/wU55OrfD6klAVx1wbXFaN2dIBcwvjah1Vnred8JyyCdHbdyYCM08hPbMrT+v9l0G/q4fbl/eAntdHLmKTr+u++jP81BDnm9fDd8ozp1oD0OdvzMFtSdENuBYF1wHtuk3nIxrO6AD6wwC9bx4lZQW9vHZd5Vl6dquIiLz1SxA98wj5tvAXAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIgwSU9P/8rdaAn59+PJkyfi4+Mjnkv6i3UuVxERSXjkqHx5p+K9nl+s0bXcEyqcAP3rqWbKc781FmYfiMmtPPOf433/r5XZALr0xpFqjK3Brc/P/jhPecpdHgQ61zpd527/E75QwHG8N3/Os1jzLCLyYhDWsBca/0Z5vE9iTfOzgfoe/4VWYE3z8/66jjy4ogNo2xDMBISW1vcw99yC7x1WwUl5HF8mgn7ZQe+bLLcw3pTtfJDypGTF+9ab+eP+fD1cf+4EV8wN2LjqOvdHFTeD9jzVV3lMDD66qcE980t46Pvjv43CfbHVZ6PytLqL9z4/UnqV8nR/3hX0u8CsylNgLWYQ3o7HPxNW5/HYiohElsHjUmhOtPJ4bsaeEuNczytPwyVYC+/8TGdkYnLoY/6ficuu51aKDX4GkzyxypPpKvbJyL7ilvJsfX0RdPeqeL/+NDudj/Dr5Qi6Z50LyrNzey3Qng31/fojZ+cC/aaFskihSQbndBZ872dj9LHLnRNzF5/O6h4THovugfafUUJ5XPHSK5+K6+OQ9SEeh+ic+D1kvY431JiTeyuA3tt/rvKMyIv9QQ68u6k8jXvjddX68lPQSYf1uWDdG7f3TUcP5RnY7QjoyjYByjOhUHXQEa1LKE/9cRn5iLCAKFnV6rw8fvxYihTROR5CvgX8BYAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiGAImHw3/BECztdrnFi7ZDSYcZ+rg17BQ7EZUvpX2t35tMIQ64173srj7IvrY9fLocqT/gGbCRW+hA2n2joZpOJEpP9DbICVc2CE8jydhkGzCVWOKc/e3thI5mNVW9C5t+smaWmRX0CbZNOht23nt4Fu12Ww8oxetx30wvZtlCf5NwyB5rCNBH3F31ONsfPFkLJ3S93o6P5tHDe0/knlWfqgBmjLpzqY6fwcg7fRHhgsTXRUQ+RJn6Wg63fpozwJzthMaPm8RcrzKDEH6J9uYQjd6QLuBxGRTZPng26xa5Ty/NoSj926qhWUJy1XNtCHDq5Xnso/DQPdeNgl0Nt/r6bGnO2ATZXmh9VQnrszS4MOLqe/g/Kai8e8/Fkd4L7Z0Qdfp1oW0BHFdWO/jhUwXHqvn745QEA7DAGnm+k/j1a5YkCvKYWh75979lZj4ibgeff5VjblybcDg7hhFfW56fgSw9mmF+8rj3l2fO0Nt/eDnhWKYVQRkWdlcH9VfaAb550bg83CwgvqZmtxbri/fLvquV93FM4tx+sYeF97dacacy0BQ8kvEtyUJzQZQ/2vYvT+y2OLjQZPv8abFyQn6T8W7QrfBW1lqkPpB9fUAN2hv25wd7EqfobkorpR44dqGU3GEsOCJXDVbIaAyd8KfwEghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCGYAyHfDHxkAry7jxDrLf2QAfv9KXb4V1nE+H2anPEfrLAE92rOq8phmxoY5aVExypNesgDo4EpYhxpdCmt2RUQKzsQGXUfO7VYezyMDQB9qsFh5Wl9DT5EcWCs9Ow/W/oqI9HvRGbf3hq6lTcyZjA985QqR8yjWy3uOf6o8Ic1tQAetdgadkqa/f8jrHA66uauv8tTIhE12BuX5yrErgsfFNEY37JIEbFwV2BMbqSW4YuMyERHrXJhrmFL0qPKMv9IWdO49uhlSVG6cow5vsK44tBTmCEREBnfGZkNHiuk68qYPQ0DXyKQzFN1nYHYgsoCySHp2nLdZnHHuh4VkVmMy+WNNuFl5nW2Je4njUm31PvbcmgS64cpLynN8SA3QkZ5WoLuMxEZ/IiLLjjYEne8H3XDKf0k50OsbrlGeX9tg46++u/C4jL2h8zBrKm8CPWFaP+U5OgObW/Uo1UJ5kgvmBG0ZGKY84atxXzhMxWxQ4jTdINCw8Zd1uD7pF01YBvpRgm6INfd+PXwg2Ep50gzK7Asuw8/Q4tB1NeZAB8wtvBipMz3Dyp4FvWZrI+XJXhvzBgmr8PqX6KCvSZGFcV+kf6UH3Y7m+PdkRUgt5bngi40FC0/VGS35j/+ORSd/lqufdjIDQP5W+AsAIYQQQgghRgQXAIQQQgghhBgRXAAQQgghhBBiRHABQAghhBBCiBHxlRZJhPx7YxafLuaxGWGp3kdOqefHnugEOu/OZOXpeheDkFbtdOjN8SmG5Rpsu6Y8i8+WxAdMsKGOrb0OAVfZ8wh0ydudladiUX/QY9v1VR6HyRhsdbHGoGb9s8PVGK81uC9sJ35WHovL2EAnNqduqvS5CCbhPh8rqjyDz2M48mgpbH5V644OMO5YhiHC7KMvKE/dI6NB73m1RHnOxeKxO1taNwV69XMp0NNa7QA98WR7Naab9y3Q86d1VJ5REzCAWrj6e+1Z3B90UBW8FNsVw6ZQIiKfDBodBQ8spzx7xuDxPRBXV3kK//IE9LWrhZXHJQuGnUPeYoC70Hw9b151cQWd0z5aearWxcZVg53uKc/xmhgunXS+tfKYNcXvrrx+fgzafrQ+76pVx/Pu2k8VladuOdy+GX16KI/FMwy8/7jT4PzNhSFmEZF94WVBx7npYPjaCJyPAYvdlaeRN36GWg46fL+qKobi33XGsLhjuj4u2W/h/jJJ1uHs7GZ4vbn3lQ6LaeEYBE931tfeXPvw2rHt7BbQA982UWPWHMEwdm//DsrjboGhc9d7+jiEJmOI+ti82fi6nYeqMbE58GYGuabrkLJjS3yvdz94KU+hD3hOlzupQ8DnJmU0W4uLshK5oJ4m5JvCXwAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjgo3AyHfDH43Alp/IL7m9rUVEZOj+Xsp3sN180M33jVQeVyzlls9FdU1u/h3YlMp6RbjyJPTFxkbvmmEdtEW0Pr1+HLUN9MwFOgMQWR5rSvNt0q/zuhnW26bZYq1+gUFYzywikuOKNeiuLjrX8MOLVqAdf7JWnojCWI+et/8L5bn5GBtrFfL+ANrvTm41psDCN6Cjy+RUHvtbWDsbXiOP3r6WsaDzueia9bDN+P4RPriPv9akqtA8rOM1iU9UnoCBuUB7rnynPM/G4Oeyz/0FdEyM3ufOjviZHObbK0+yA9ZXp1rq73hWzF4IevAonRV5Xw/3hUU4vq5NmD5fEipgBiX9pa3y7O6I753bXOdLmg8ZATp5gD52LplwX0QuwH1+culSNeZwLNbCb25WW3nEDPfX8x90E8ECA56DTqyCGYo4F10b73zmFb7uHD2vbR/hMY8rHq88Htvxtd/W112pTF2wnn9kCWyQtXRnUzVmfy9sQjZwsJ4TG5YvAD2ocR/93nH43qsubFWe2pvGgrb9iM8nZNFzyyYU56OZPu0k0QnHufjqHEi0BzYmM+2EjSQ/PcLrt4hI+3pXQN9r46k8blsxz/Sx7lea/zXEhl4x7vrcXDN8kYiIvPJLks71gtgIjPyt8BcAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCIWDy3fBHCDj7T6PE0j27iIhcbDxf+QaUbgk6xUs31DF/hkHSshdClcfODENkB6brpkoOfthUJ8cKDLGe89VNlqbW2A/6U4qD8qw4Xh+09zLdTKrGMWwCdL4SNtoyP5JJjUmsHgzab20Z5XG8j+HiL946DGsRhSG3093nKE94qgXoH9r2Bp1moQOMAZ0xCGn/Unv69cUGY0FJjsqz62lp0Nn3WilPsg1+hl6TDoNeFVBFjYlPxH3Txfu28qy9WAN0QR8dAk6ri/PN7rwj6PuB2AxLRKSQBx67T2t1iDrWIFh4aehc5Wnde5jBxug/AZYT8b1SpmOA9kN1HVK+1hvfq8qKMcojBm/l1eClskRPw4Dsq846UJntLIZhQ8vjC+csoM/nTI3xOMQ0L6080V2xgVxMtP6c9rexMVS1bjgHume5qsYEJmMjuvU19dwKGIDHM/923QwucQmmX611Dlde9sLrwLQO20EXtAxRY1pcHISeGZHKY7oGQ8kVnF8rz8lp1UF/aKRD3tmy42snHsfgbfb1vmpM4JgSoBd1W6M887yLgba94Kw8M3MdAt3oxAjQhRbowHmcJ75OoqO+JoVUxPmXOdcX5XG2xUZqU/IdVp7dn8uLiEj4y0jZ1f4YQ8Dkb4W/ABBCCCGEEGJEcAFACCGEEEKIEcEFACGEEEIIIUYEMwDku+GPDED//TXFxTOjbv5uRC7lS/oR65WnbFmvPMN+Gww6+2Fdz5oWEQn67ahSynO4/2zQdU6PAF1ggK8a82JZSXzAQp+Cx2stBt1852jl2dBuGegZLTqBjvbGJmUiIu2nngSdKrq+Ors51q9OPNVOedLNcZsLTda13F9qYsMcjxH+oJfmwlp+EZFy54bi607VzdeiV+A2Z5qosw4mzwNBf2pXTHmS7fF1Snd6CNrbVtdKX+yAc+DZKN2Mq8AAfB1TB91MqvoFrEfPbYn13gUtsQb/a6z/rOvITU3wuDyYWEJ53tbH+nlXHWOQWDf8bijFoKdXejHMvoiIWNzAfeE2TzeZ6+2H59mG0vq4eJ3H7M3ZN97KM7MY1nJv/FgZ9NPr+dQYz/KYzwn8rGvEU5KxvtvRIU55XAYbdKEyxX0VW8BFjdm9eiHoxZ8rKM+99gVAJ7nrbFBgI8yymOleV2JXAuvYs/VEXe+iPle3zWsI2v5tkvKYpuDc+lBN5yMssBecRHul6A00uOTk34Ueyw+6fl4+R4B8PbigsuRdgdeXhOL6b8OcNStAD3yKTRgTz+hjl2oQH0rTfd7E+TlmHULK6u9WzWPxgw/poK9/iw80ydiOkGB5t2gOMwDkb4W/ABBCCCGEEGJEcAFACCGEEEKIEcEFACGEEEIIIUYEFwCEEEIIIYQYEV+JsxDy783DdjZiZ5qRSlz9co96/t0WDIWO+nmw8sTlw0BWSpAOXabWxMDnst4rlafO8VGgzWJxTZ1crbga490fU5f1H0cpT4/JGPr17h2oPPsjsInX+3oYanS7GqvGLPKtBbp5wQfKs/iqQRMyH92E7NN2DNi9HKmDmpe7YWOoPdEY3KuyQTeKynsRw4cJebIoz8fH2GAsr12i8pgbBDOn//iVIPjeXqCDemHDuOaH7qkxWxthMzj7p8oiWS/i/Lt2z0t5Pq7GfeG+OwD0p4b51ZiwShiWzJdPh5STUzHEandLBz49T+N8G+b3RHkW9ugAOrwwNr/q73NWjZmdXA904C4d8F30CsO5k+8fU55fRnQHnVxZN15a0RYDs6aWGBzN0lIH69+F58EHLJRFTvQzCPWfGaE8WTPh/ttxahPoDo16qjG3E3EeP/ySQ3lS/fBYfZypw5/55+IcqLXmuvKsO1IHdDYnHBNhmOgWkax3I0HvPKbPl5L7RuKY+3ofO22+BdrzK824Xu3F8yH7TD/Qb3/T15LIntiAL89P+uYA8aWwkZrVWV/l6T9zOOgsa3H/vZmqQ8BWBm+Va/Mz5XnXpxDofGXeKk/wUR1KNqR1o4wmcmEBUbJ+0X9rJ+R/BX8BIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAhmAMh3x/LTD6VIgYya0MLrx/63/ny+Eeqx8CJOoF/O1Y15LGJwffzDlH7K42SHWYKELKhDyhp0kRGR3H5Y/3umRV7l+TwQ62sHZ9fdmkpbYzOpR1eLgg730Q2yMl9EfcpXf25zZ3zv4AO5lWffZKyVzm+hm11VHo75CFPslSP5zj9XY1IK43sFj9X1/dZpBt9bpFkqT2xtrMkdutdHeSy9sJY7tBLWac/+oasak+sO7vPx53Uzn/53cZzH77pW+kP1NNDxJfFzm7YLU2PyzcXGbrlm6Xl9+SrWjRewjleeEufwQMyY3EN5vtTAfdyv43HQCx7XVmNsfHG+De5xSHnmP8D69KR0Xd8f0g23uXC2UOV5Oao8aOsa2EjNZg3uXxGRnt1OgV55pL7ydPkBcykdx+lmZqnbcN+U2ou18c9PYIM+EZGeb3B/1XfRuYuIB1ibfyvik/I8b4bXiib2D5Xn7NFKoOed3gra1lTvm5vmJUCficumPFl88dpmEafndeDUcqDTdERBLAz6E36umwzaJv6uGmN/B7cnooqup4/0xOPibF9aebLex3O+5iPMSZ0Zos+XNwPxfFkySp/znSdiJsXWQl+3kiph87z9Q+opT6Jzxn/J4r4Ei8gZ9Twh3xL+AkAIIYQQQogRwQUAIYQQQgghRgQXAIQQQgghhBgRzACQ746G59qJ5fPsIiJiXTBGPW91yR50eAkn7TGo/7aySFaehCS8Ubj9eV1r/qEq3h897xasEX/xi76P/SsbrPeu3/SW8khtvPn0FIeWymJiibWp7jlwe8v1u6/G+M4tAbpYr8fKs9rjAmjv3/srT8NtmL0oVtVfeULL4vcLO9vija17LB+hxuQ4j8fF7Iw+du7X8Z7vpl8ilUdMHUGmuOq652o53oAOOoTH0sRc16e/HID3sTfsxSAiktMZtyfOWmcx7ANx39SdfR70mmvV1ZhM5fFynRql51aTGndAV2ii+wBsao217w52ccpTetQL0L+Xw9zKlHtH1Zjq5XHuRxpmNURkw/FmoFdNrKs8eUNwm+OK6z4KDZZhcfnxPRVBR7TXn+lMOzxWbvlTlafoT9gX48CBKsqztedC0A+2Yfam+S8N1RhJxJrwxaObKEtSVtyexmV0j47UZbhPrTvrzxBeCOdbs2uDQHu56UxFUBUszF/3QX9u14tBOGahzjc57cbzNbSsskj5qngf/WtZcf85P8SsgYhIggs+VqKZbsDxeEdhHOOk55/dIbxObX+Jc2L9xlVqzKRC1UAPLD1Eeb7Uxfeal/N35en+rjfoiAL670mWNhk9V1JffxI5pZ4m5JvCXwAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAiGgMl3R6YP5mKdlDF1M93QDai+eGKDmsyvdVBuS+nVoEcU1cG9l2vygH5bz1p5LnebA/pad2xYU8BCB+5Gu7UBfWp/OeXJZdAMp9CccOXJugmbRYUZNJw6X7iUGpOt90fQXVx0o6OugRjMdL5poTxnJs0DXW7baL19xfGzH40qAXrJgJVqTM+8fUCbR+lmQ7nnY4Okz4vyKI/91df4OqH5leemI4axk0c4gG7YQDdfe7sTQ8BXl+mUo8ulYNAzf1+jPKN/w2D12REYusxUQV+as9TAEKbZbzoE/GgChp3PbdNzK2dSCD5wSwe4X7dxB33Qbz/oQvt0EDJTTgzkT/XRDZPEIN/Z/LjexztGNAIdWkqHJYN2Yug3MRt+7iYFdLj9chU8Vg5vdPD/YTh+7s5tzimPvSmOe9MQbzqQd/FbNSZ4c3bQpbPoJnjhtTC4fLWvbmSV3hp1g126EWJKZdw+z2yf0dASm1+JiOx/gI39LsfnU54FzfC6db3UQuVpsnggaP82eu6X/g3njllOPMdd9+gmaZ7nsEFXZLKN8nTuj8Hbsjavlefn9xjE7ed9EvTk+h3VmFp3fEHveKUbIyZG4nep0/Lpa6+3N97gwHLNR+XJY5dxrD47fJGv3BqCkG8KfwEghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCJP09HRdZEvIvyFPnjwRHx8fmXWsqOT0ymh2syNI1zi/uJEHtOf2COV5PgKzA8PLn1Ge+rbYbKbFzQHKY/YIXyfHZaxVtXj6Xo15Nj0vaOf7uuHUFy88LVNtdSOr3EfRY/sQa8SfjcXmTSIiratgZenTRq7Kk7QNa64tvtJUKbqaJ2iHu7qeNdXVEXRIeayV7tD/tBrzPBZrpT+M0rXIoWVsQad/5WsM0xTUbjtfKE+h33FeNHX0Bd3/Thc1Zk95zI78ULapfvN0PFaJxfIoS2hpbKI0ohfW2O/spzMpgU0xg1K+yjPlCW+MRfbZTqQoz9ULPqDzT3+oPNEN0JP5aiDo2JK51JhM4z6AjlrqoTx2g/F8SE/XTZ8G59J194b8sLEH6BQfrGvPuU5nKD5Ww3ldr9Ed5Xk2ogjol/2+0kzKF4+DW2Os+fd/rs87i6x4XSjroXMCH3/Gc2rfusXKsz8Gz4cZl/X8y5ELa/7D7mAuKVtZzKiIiBRwxLzO2ecFlGd55W2gp0ztpTwbp2M2qINvb+XJMRaboiXkxuZh8aMj1Zioy/gZHg5eqjzPk/F1rU109ut4DB7fkw2wCVn2Pfq9c9rgdeJ2h8LK88XHGXTmQe+UJ2hPHtB7x89Wnlbzx4mISMLnYAnYMlseP34sRYoUUT5CvgX8BYAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiGAImHw3/BECPnjaRTy9M5pTdZ2uG1B1GokNYYKSMivPtVAM4mbu8kV5DIOuaTqrK96jMSj8PtYR9PGCB/WYYxgmnlRVN0yaebY5aLucUcoTH4dBUhMTPJUdzmbS790TGxC5WkcrT3SybnhmyJU3GEbMsU43a7IKxsZQ7xphUK5xe92ELDQRg8KvpxVUnt/XLAfd+01d5QmrjMez2F1lkYNnKoC2DsNAamxuHSIs+HMA6BTvnMpj/iUBdLf9p5TndAQG+4J6YQOq122zqjHpRfBYpb3UTfBsQvAzDOx3SHmKWmNAccg83dTL/gOGh9vPOgF649wmakykwaGyfacDvjmOYlA47ZNucGdiiY3n3vTTc8AmFOd6TH2ca4nhulFU4Rn43pKiA9JzbxwAfTMhj/Ksf1MZ9MfPeH3JelyfP5N/3gh6eZXqyhPYC5vVOVbTYV0nawwTH/A6qjwllg0F7XoPG4ONWbpFjVnWAEPn6dZWypNug8el/Np7yrN7P36uvMu/0mRuoBfokR0Pgi5tHajGtDs0DLTTYz23kppEgs42V38Gs3jcFyEV8NhZNMLmiiIi1uY4T+wH6v8yjTqN1/B5pasoT49bvqCPfi6uPHeOZ4TvE0ODJXAlQ8Dk74W/ABBCCCGEEGJEcAFACCGEEEKIEcEFACGEEEIIIUYEMwDku+GPDEClAv3FztpFRERyrX2jfO2yYLOr54nuynOkew3QJk9fKc/zRYVAexzR6+VIT4OGQwZn0+3Ri9SYjynYsGZQs77K82oi1tu67NE1zUm2uD1OL7AZ0u/7N6sxEanY1KvSujHKU7fJbdAnT5dRHutPWIOb4KIvIzc7Y1OgzkUagE7c76jG/JJ/H+gZb3Wjo1yZsDFPgC63laLXk0AfPVhRefIseAQ6/ZAD6Pj5uqGT9+QnoG/s1XW8Owfj5+4/ZoTyJPXE2vddPhtAN14zTo2xf4v7OFz3I5I8ZbHRVmS8njdfHmcBbZY/RnnyDgkBHbQa8xtu43T9/PvfcM5OK6KzLY6mOP+mDO+jPGEl8ZzKVu2D8lhNwKyISQJuz29HN6oxjxLxeE5/0Eh59pXDRm8jO+rmf8kO+DmHLNkNeuL9FmpM8Rz4GV5u9laeaeNwDiwtVkp5QnZiczXnBbbKs2QDNskybMZls0dnovpOOgh6X7NKypPiYpDPaa4zRtbemL0xNdHXhVh/R9AlKmBOwO+g3jf3R+Fn8jykj4uJQVM562yxyuOQCfM5tpZ4nQiL0fuzlgdu37GzZZXHsFFjurXOD+Xei9sXXshCeeJKZ2Q8kt6HyIdxi5kBIH8r/AWA/K+ZOXOmmJiYiI+Pj3ru2rVrUqVKFcmUKZNkz55dhg0bJjEx+j8chBBCCCHkn4Pul07IX+D9+/cya9YssbXV35z4+vpK7dq1pVChQjJ//nx5//69zJ07V/z9/eXEiRNfeTVCCCGEEPJ3wwUA+V8xZswYqVChgqSmpsqnT5/guYkTJ4qTk5NcuHBBHBwyyivy5Mkjffv2lVOnTkm9evX+FZtMCCGEEGLUsASI/I+5dOmS7N27VxYuXKiei4qKktOnT0uXLl3+/M+/iEi3bt3Ezs5Odu/ercYQQgghhJC/H/4CQP5HpKamytChQ6VPnz5StGhR9fyjR48kJSVFypTBAKmlpaWUKFFC7t+//022w8IkTT2WkI7hqq81ljlkiV290g87K8/S3FtBD0nppjznGs4GXfsCNqwpd1uPiXvuCDp1VKLySCh+hmGzdirL5F2dQFtHYgOigmsHqjHuV7ARjmlp/dbHL+CDOS/pwGfUQIPGZE/1/utSHbcvppYraLvOgWrMsA0dQdssclSegauwWdPIUjoQ2NpxPeimPfR8m3a5F+iC9hjwfWimQ8Dn/DGgeGLIHOV5mpQNtMPl18rzrF5u0HX8MYxtg4dJRERcegWCXpPngPL0nTwSdKKrbpiU7xwGNV92dFCe4FbYZCzlCr5OirMOWGbHU0FW3tYp5YBZOLe8n+tmV+8a4jzJlkk3q3taDY+NbRBeB3r8hvtBRKRmn5ugz1dYoTyHYgqATpqqGwSmL8HtW/gDztmkejr4GrEEw7uxX/nxc8i5rqDtBuuQaEwohla3bFiiPM1v4PlQNQ/e4CBtKAbFRUTmb2kFOkdWfXxLLnsA2v+WDsM2z4vB+qdR2ZXHP9QJdGwDbG6WMzf+kiwicnUwfldZaOFn5Qmrgsdl5sRdyhOXjs3BEtJwH898ig3RRERK2L4FfblQPuWJCMTPZOuvGyPaXPQF7WSuM3O2wRnbFxdpKTr6Tsi3hQsA8j9i5cqV8ubNGzlz5sxXnw8KChIRETc3N/Wcm5ubXL58+b98/dDQUAkLw66MAQEB/8BNCCGEEEL+X+ECgPxlPn/+LD/99JNMnjxZXFxcvuqJj8/4VsfKSrdjt7a2/vP5f8Ty5ctl6tSp//uNJYQQQgghABcA5C8zadIkcXZ2lqFDh/5Dj41Nxv3HExN1eUtCQsKfz/8jBg0aJG3btoXHAgICpEWLFn99gwkhhBBCyJ9wAUD+Ev7+/rJ69WpZuHChfPz48c/HExISJDk5WQIDA8XBweHP0p8/SoH+M0FBQeLurptz/WdcXV3F1dX1q8+NWnpQ8ntn1G62vdlPPX/qNTbQybcnSnkCW+MCZFKO68ozc1IP0HY5dWa+/vaxoF90w4Y1DZ61VGNeOWF9tdUb/StJYlZsJFPUUu/HlDzY1KZT61Ogf7uiGx2ZpGJ9slN1XYNtsQDr+Xet1c3MelZqD9p/oM4ArLqAGYq+TbHhWVTVvGqM5Wrcvs9F9CWq7w9Y353qpevcV4XWAP16ekHlObt1Feja/frj69rq4z25zDHQB6JKKM/pYVVBh3WwVh4xw1ruAjOw2dCLH73UkDEev4NeFlpTeSIMyu4ntdRh+6klsLlaeriuWXfywxBCQhaslTZ7rBvnpRbLD/rFkhLK43zP4AErXSttHo37/eYjT+WxMuhlNWXAdtCxafp1t/TFz113ZCHl6eR5B3TIF3vlyXv5BejjTy+CblRNn/P+03CDhxU/rjzbfsH680g9BaSIJ1aGr/lcVXl2lF8LuutdzLrknq6bVGVzwS9qzJ/o3Ep4Et7q2SpYZxQef8Hr+oNnuZWnwAXMdHxqVwzfpzZe10REZnTuDrrVQV16uvWnJqB/+rm38iS3xwZ8ab9nxW1r76fGLF7YGvSXgvp8sYjBa5DrvSTl8bmCv3qfXW2mPP2GHRYRkY/+sfL4mHqakG8K7wJE/hIfPnyQtLQ0GTZsmOTNm/fPfzdv3hQ/Pz/JmzevTJs2TXx8fMTc3Fzu3ME/qElJSeLr6yslSpT413wAQgghhBAjh78AkL+Ej4+PHDig7z4yadIkiY6OlkWLFkn+/Pklc+bMUqdOHdm6datMnjxZ7O0zvknbsmWLxMTEqPIeQgghhBDyz4ELAPKXyJo161fr8P/oBfCfn5s5c6ZUqlRJqlevLv369ZP379/LvHnzpF69etKgQYN/zgYTQgghhBDAJD09XRe0EfIXqVGjhnz69EkeP34Mj1+5ckXGjx8v9+7dE3t7e2nXrp388ssvf/4i8Fd48uSJ+Pj4SOVcPcXOKqN202GTvk93VBLWXKfW/Kg8oYMrgXZrE6g8jbPhPa27O/grT91xI0BbdA8BbT9A9ylIC8Hbm455dFN5pgY0A203TNeLmiTj/fmD6+AtV7M8ilNjxm816G2wub/ypFniJeFu9wXK0/pFG9ApM7MpT1gJzDbU6nwL9KFbmNUQESk0AeurK10KUZ4T06uDHjVzh/KMOdcBtF9Tfc/35qWw5nr17f2g2z7BumMRkdNFt4GeElJJeS4uLw86S6d3yvP6Nt4X3iwOa4ibtNCZlP2X8HVNXXWttPX9TKCTy+p76OdaiJWf0ZNjlCd5P+Zv1k5cCHraO6y3FhFJ7I7v/Xy4vgXwndbzQVuY6CrUTi9bgC7t+FZ5tpypBtouEF/H/Xc9b0YcPwx67NK+ytO+11nQvlE5lef2Y8w6FFiL51nkNH1cQj46gi5dIFB5In/KBfp9TZ0Nyn4Dz/m37fT1Jd8mPH/NJoWiobbuAxDeqyLoaoP1NelZe6znT3unr6vh+/EzRDzJqjypVrh925suAz3klyH6dYvj53Tw09fDqFKYYzCJ0BmFzC/wPEuog+eH027MZ4mI9J2G14U9DSsqT0o2zHi8amGrPKn2+BnczyuL1J2ccXvs0IAoWdnqgjx+/FiKFCmijYR8A/gLAPkmXLhw4auPV6lSRa5evfrP3RhCCCGEEPIPYQiYEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIhgCJt8Nf4SApx0tITm8MgKHu1vrZkhvp2O0JTZEB7Ic3bE5WIGsocrzpT8GIUMrOSlPfDYMlXnMwPDmrFc6TPdTTQzQHr56UHkGvMcGP86WscrzqAFuX8Ci7KDzumDTGxERs6EY1BQT3UQruoAjaNMkfYnIN+kZ6GU5zypPmxIYsq10DpsYnZqMQU4RkbASeOxyz7qjPCsCzoHuOnq08nxuj8HMlNc63Pe8M4YPvc70Ae18SYcwbUOwidLhlbpJmiGNH3dWj32Jx6B6TCjO0QJrsGmQiMiL/ti8bmpVfTveBrZvQFc4PEp5RtY4CXrt2sbKY/0Zj3mW49gg6U2/AmpMclGcoyU8dNj0biCGRK1e6I7guY5isP9FX33+Tqh5FPSBchjMrXVdB1RXnKsD+mqLecpjbRBKrrBRzy33CvjaE/JiU68ZL3VAupgzjrn0IZ/yOFhjiDVhjw7WF+2LN1mYn+N35ak7FbfZOhLDp+l98CYEIiKxx/DaYddYNwi0tcDmVlbmKcoTvB6b+3Udpxue7Z6Md4CzO/4AdHST4mpMXFY8Lp5ddMOulDT0DMuhr0mT/FuAtvkFw7tWU/XnDgzHJodf+x/T6pJbQPfcNVh5fCoHgPZ97aE8e6qtFBGRl35J0rFeMEPA5G+FvwAQQgghhBBiRHABQAghhBBCiBHBBQAhhBBCCCFGBPsAkO+ajSfXq8dqLh8LusD8u8pT/AbW25774K08kV2x5t978RvlSQnChkN+a0qDHjC9ghrz6adk0GVn6HrRiOJYa15g+APlMbVHT9p7rO//fEbXTpvh5snnYsoifRucAd3E/qHy3E3A+lW/ZF0YG1XdE3Q3x0Ogr43QddBhn7KATk9JVp5ap0aC9v2PLtT/mbZtB4BOzZSkPC3LNwJtWPMf3whzIiIiWWehrrBW14j3b4t1z6npOmdhZ1DvHRfnAHr1/pVqzLsUPL4/9+ytPFnWYVM00zj9HU9xG5zHWR4lKs+bxthEqcrwCNBZk7AWXUQkrCbu47l+Z5QnOAfu446fhirP5xK4L9wu6bn1iwnW2WfaiPmDc+V1gyxZgXOp+lV93jkfw0xC3md6Dry0cgf9Q3wr0NlH6bl2uTGeeDnWP1Iev6lY6z1q9FHlmXe7LujODfTxTemG8y28Ae6bPMO+Mh/9MbvkV7K08jyqtxR02eu6kZrbB/zs+ax0QzbrUJxvUU2x5r//9H1qzLRjmJvqlf2K8lS0jgS9MkJf3BL2Yq4iojLui2ue2PRLRKRj/R74Gjl0E8ufxzcHbROq93G1LNhI8uPq/MrTPmyYiIgkBQeLyFz1PCHfEv4CQAghhBBCiBHBBQAhhBBCCCFGBBcAhBBCCCGEGBFcABBCCCGEEGJEsBEY+W74oxFYqeojxdY+o3FNsq2Z8tntvQ06aL8O+OYckwD62WgX5fHagmG1UZt3Ks/87h1Bh5bGoGae1i/VmFEe2LynoIVu8jXiLYYcx7mfVJ4xvQaCbrnsNOii1u/UmB6XMDhacFak8kT7ZAW9Y6FumNSvQS/Uh3TDnxVdMRx5dN8G0Kaig3KFLvUE7bLfWnnqTMIA4K5DuqHYpZ4YoJvwob7yXH+fBx+4j+HTvNuxcZmIyOSzGBLsvmOI8pik4OfKt1M3XvLrg2HnPEcwPGn5TDfROn7/FOgavXUI0yIGmzN9GK5D1Ga38HP27q6PnYUJBsyb2mHjt84jdPi568wjoOccaq48DetgY7eRLueVp95ODPGbJeh5kuqFjd7OV8GA6lcy6TK4VDP0FM6tPAEdMfxsHazvk5FnPzbYe9UebxaQ91C0GuPXAwP51kH6unWs32zQLRaOU55FQzAcPv21bjr27lYO0AOa4fXm0mcvNaaT2w3Qc2d2Up5PpXCnXmipQ6oDy2NY10xfMiXqV7yBQFQe3MdZH+CxFRHx72EJ2v6FhfI06YLXhR039Q0YvAfcwu3Lgk2+3ncvqMbk3PwCtN1BZZGoodhIza+3bjyYbo77r4C3vr6Yts1oABiTEi5XI/eyERj5W+EvAIQQQgghhBgRXAAQQgghhBBiRHABQAghhBBCiBHBDAD5bvgjA1BB6oqdSWYREQnvVVH5snR5Czq9lq61TKtaErRFUKTyvPkN6/ltjjsoj10w1lwn2WFt7+Bpe9SYrW2xmY+/QcMxEZHj7bC+tvU9Xe+da+Bn0O9WYj1rFltdS/smCGvP11feqDxz6mKt9Kuu7spjWRIbQ1kccVQelx3YvOzF7KKgW1fCelwRkStzy4M+PXuh8oSl4j53N7dSnoLHB4HOdlHXXBcZgs2sPg7IBTrL8o9qzK2LhUA7P9GXzybjLoDecqim8qTmwwxKwRzBoAs5oBYRmeKKzZrC01KUp9ZlbKw1tcxh5dlWuQToV0MLKM/KLlhrPrtSHdB5juoGWS9+wFrlN410nbbtO/zOyfm5zigEtkadf3uq8sxdvwJ0t6XYHC7aW79ugbW4zz/U0A2dcp7A+v5aO28rz6H32Lgq01R8nXRz/b2a2Y0nqN2zKc/7Vlgbbxukm5mF4Okhg+ue0p5kvE5d/hVr4WtNuKrG3BhZFrdvUqjy+L3GOvdCo/yUZ/OTE6AHBOocyJPTmMmyCcVzKKK8bqRWeDpe617McFQe+Yh5oSwPvpIdMYgUxeQ0yOts043L8m3DPM707Dq3YmGCx7xNU92kr+i6p6D3XSmnPPmLZFxzYl5/klu9tzADQP5W+AsAIYQQQgghRgQXAIQQQgghhBgRXAAQQgghhBBiRHABQAghhBBCiBGhu5wQ8m9OeKeSEpclI5A2Zfhm9fy7JAy6+t7wUJ6QBAxZJtcIUh7bIxgwjnfVoTKnTvg60btygj4XgaFRERF5jaHkRS0PKsug7hjm7LLksvJc3umJ7/0Uw4ges3RQc/753aB7GjTeEhExnYbhQ/M3OujaIu9D0AeaFlOeGZMugB450ge0764Saky2Ga9Bn4nPqjw/ru8GOvcefeyyVMdL2+5Zc5SnySJstJQjHYPNb2frBnL5TtwDXfNOuPIcmVoLtK3+CGL1FIPL8SEYtH4SpBsJNclXBrevrQ6JeufC+XjkU3HlaXbpOejHsTHKM/YZNnTy2IP75srOUmpMTl983SzuOlwcUQjnUu1eel4bNiHbnb2k8kws1QC0bUPcF826YmMrEZE7q3GOZn6tw8Xrj68F3TNfDeVZ5I/drfoWHw76x1Hb1JjVBfKD7n76kvKMv9AOtGXtL8rj1foN6OatHirP0OKNQX8ZiN/z3eukr0mmmXFfvAzRk7bwDAwGu5/W+6/GUmziFlc4QXkK7sA5Gr4It29KPr1vdofjNrtn0dfiEDOD8+GBrfIkOOO47DcxLF50l27ceMjg74D/T4nKE9cK09l2fo+V58RufJ2feuxVnuOfMm6UYGap9xsh3xr+AkAIIYQQQogRwQUAIYQQQgghRgQXAIQQQgghhBgRzACQ7w6Xuh/ELm9GjeQP27up5x39sRY0y9lA5Zl7fR/oLkd6KE+ML+p0L10rbTEEO8tcPr0ItM+5AWpM+mKsQ138JrPyxLpbgg5K0p60QVjzbzcTt+/1Qt1gbNIjbMzjuV7Xkaeb4faZx0Qrz521mD8wbarf63khN9BeP2AjnKBuuhnS6nz7QXfsPkx5cj8JwAdSdS2y69FY0E0yj1OehLLo8S9l0CUoWH8/YudRGnRA3APlMUvAOvdke12vHJ0PtfeKT6CTcmFTNxER69HYmMz+cG7tyYvNwd4u0TmGTSb4WKsfTyvPld/xcyZsx+2THmqI+C/BRmomgdrTpiE2obrWUWcUIn1wLsW00g3tCh0zyKU0xaZUM+Y+UmM2b8OsSI1MegN7+HcA7XU9THl8E/BzZn0UD3pN+6ZqzKxXG0D/2E43ijIfifXoMXd0HX6TW1hbPiOoofKsfHgMdNtJhUHvPqVzU4ZZm1HHuyhPjaPYzGz59VrKkyMAz0XTFGvlEUtsEBcSgnmX7TMbqSHxtTAzk6n+TeXp8AD3302XPMoTfhuP3eLlS0Dbmujmemc+YO1+wyeRyrNhLTYaLH1J5wS80rGp3PQ7jZUnLTnjmpP0wUY9R8i3hr8AEEIIIYQQYkRwAUAIIYQQQogRwQUAIYQQQgghRgQXAIQQQgghhBgRDAGT745X/tnFMiajEViTxrfV84aNhE65V1CexsdGgj7YeJHy/DCqE+iYIjqUZ5KAzXqa9BgI2nsiNr0REXl7FsObG2vvVJ5K1XH7Dt3WjZcKJWFAcUkxbCzT56YOSFtaYsjNIlg3G/r19HbQPWeNVJ6Y2vjdQVKEDs8teVkTtKM1hiVNPuh9U+nyYNCZhukA6Fyf86B/+lkHKlNsMHhrFaGbmWXKjCHglYWwgdPLZBc1Zn01DAReyKEboJmXxve21jlS6dLlIujtydVBu13V+/PdFQwwLhyyTnkWv6sNOiaH/o7Hbf510Ou96ytPkXYYqg1574Wvm0cHr38udRT0rrHllGdHdnysgI1ueNRtyhHQh5vp14mIwVBoWj5X0J4XeqgxS8vtAJ2qp4QkzsPg+nUP3USwzTi85kR6YmDz1i8b1ZhbiTgnIqfGK4/XcAzkp7joDWze/T7ooVN1SL6VEzbcMzN4mYBkHUqfuBmvFT933q08n1IcQN9usFB5xhbFBm23DxRVnhe9MeRdcBiGi6c8uKDGTCtXD/TzpeWVp6c1bvPO69WUx2sBzuvhpdqDfvMsuxqTXgLn+tHBOvxskR93sl97PW86H8MGZ+0r6SDziBkZ17/4CAvRV0dCvi38BYAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEimAEg3x1Tqh6Q3N4ZNcADD+v67ytt5oK26qjrqQvaYFOlNtt1nXvqFKxP3lZphfKM82+DDyzHhjCfjupmTWLQ46Xd8NHKYtkBa4TvVl6tPO0KtAI9u2FL0GkTcVtERBKScc3/fJit8lyLyw86qaHOCWQ64wh6yKBjyrPoAWYAyni9A318dgk1xiQU65Nz/OivPNmfYGOy0Iq6VtrlJr5OYmZd9/zpoyPoAduGgw7DXlgiImLXHvef/Rv93l8q4bHLdktfZsdm8QV9uzLOk6SjWNMuIpKUG2uRB17sqjyHai8FPeSlrhH3W1kG9PMmOv/SonF30GkYAZCCk5+rMYsftgU94fw25alkjeddJRmhPEealMX3dtZz9NUMbII3pSTOv9VjWqsxg8J6grYP1N9/5RgbCPpCgePKk5yOx8GzH+6LfAf6qzE+Pm9Ap+zT+RI/g1yAV1899+cH1wXd8OcLynMnErMiTy5h077INN1kKtkO53FIim48eL4qvu7Sn+spj9cIrGs3HaUskvU+nouvxmFmYVpD3SCw0jlsgPajnW5eN3wm5oe+0n9Psh7BZmEPduYA/XDsfDWmXU3MggXV1zmB7JfCQT8bo49vE9v3oDtVbqc8qf/R1y3NQj1FyDeHvwAQQgghhBBiRHABQAghhBBCiBHBBQAhhBBCCCFGBDMA5LtjY2NvsTPJqFG9/maeer5bK7wXv2lsovLsGIa9AUwc0pTnYQ2s+a8zfoTyrJyB9dMtGw4FbeWM9eoiIj0L3QB9KqSQ8uSZ5Ah6imcl5Ukbg/fT9h+AddE/lj+oxnxJzQR605oGyrMwohloxxe6zj2sAdYrb5/RUHmcu3wG7WCOY3KcVUPEOhRzF788Pqc8ne5h7sMiq76neqQX1o3bftCfwbvvXdChg/Ae/7lOYb2wiEjqyBDQIZH2ynO4/CrQ4z1aKU+d0Vibn/lFFGjrRfg+IiLjXB6Bnnu8qfJ4mOE8jsmucyDnGswBXeZWP+XxWozNC7wyYT36XRMdkHB6hsdh6tPGypOQgMXN5Qu8Up64DZagw1fpmut8c/C8erIWa7nftdG5Hxs7vA7EuuhC69G5fgddv4XOWezej3mcPJlwnr+6rovP4/a6g7a31HPLpQ/eoz6xkr4uRCZ9AP3aVPcm+RiD9fueS3Efj32lMwruoZhruLBUv7eJA34uyy/6cwZsLgE6yxl93rUadwa0nRme8wts9LyR2nhf/avuJZUltgVuT/pXvt58sbwI6Oi6+N5zPut5vfc89mk5E++oPA/7YT7C72wN5TkTh9mGqFLuypN9e0ZPhJjUCHmhniXk28JfAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCIaAyXdHUP9iYuWaEQzsUTOXev7FjxgiLDxdB3FNbDAk2L3EDeWpNgObg/308xblGTAJm0f1GHcJdCYzHUAua/Ma9NZTdZXHzTQWtId1uPIU3YbNcHY3qwo6uYEOgO6dgc17ctwJUp645Rjc+xSrw2qzy+8D/fPDLsrjsNEZ9I7aGLw+MG+xGjPtXRPQF+IKKE+fAldBn6rlrTxpObERz9sJOrD4xg1Dv/kWY0OnqJoG3a9E5FiR7aDnfy6jPGPLNwf9ZZNuvDRuxlbQk1d3A519kpUa47URj7fbNR2w7LQFA9Im5ZVFBjXH0K9led30KeFCEuiXcbg9Dpkj1Zg3zfF418n5RHkCOmPDs6aHHyhPpEFQfUHpPMpjGYUh70sz8FgWuhesxmy9tAP0iggdJO17tC8+MDhJed4b5IufRrmBdr6nz9UYL0fQn7vFKk/HOTjuY6Lefy/LY3j4zgB9gLM8xWDr1tubQVdcP0aNyfwKP9TWa7uVp0tFbPSWnC9BefoVvwJ6TUht5aljh59r0+fKoO3efuV7yXQMt88/tE5ZBg7Ea7HVidvKEzYQ54nTVZzXo2rdUWOKHMXXLTQ3THkybcC/MQ75IpVnXXkMGCc215+zydWM63FIQLRcbaGeJuSbwl8ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI8IkPT1dF5IS8m/IkydPxMfHR/ItGihWuVxFRDcWEhFp4PUM9KUdurlLauUvoOOjrZXHJAJf2zRZ15FnK4YNm8wXZQG9bIWuc89sik13evt3UJ6wWKxxTk/X7z2+IDYtWjWsNehMT3Ud9KtemJl43G+p8jQrjU29Pq5yUp7IUGyAZZdV1zQXccX3v3sF6/nr1rqvxpy6gHXZl9vPUZ46K8aBTnbQlzB7jFnIlxq6WZjrITzmkZ74fUi6nlrifgkzHas3LFKeoQ17gU7MrpuFvemNNc1WjzEnkFIiRo3xWImRrcoLbypPh8xY9zymchvlCRiAdfibOus5EJmGdfgDL2JDrA011qsxk8dg/fzkOdozxR+bzCUcy6Y82a7juenXy055PE7gMbe7+xZ0wJC8akze/dhsLaiazj7ElY0DbW+n5022zh9B2x7HOvL47np7w5dhHsdphD6fg2tibiXbtQjlSVmA51ncqhzKU3MiZmQOvS4KOvEr18yUZNy++RV1BuBFAmYdPiXrz3n7E86t00X2KU9IKu7T5g/wfKmfE7M4IiIPGmEOqdzJt8qz6QFmjI5V0/N6dBlsnjfg+nXQY3d1V2O6N8NmhLXsnirPz60xw7Pj8Brl6VyzM+jAX22Vx+Fgxj6NjwyWx0fmyuPHj6VIkSLKR8i3gL8AEEIIIYQQYkRwAUAIIYQQQogRwQUAIYQQQgghRgQXAIQQQgghhBgRbARGvmuyOUepx/q5XAQd2kqH1d6uwCZPxQe9UB6/jQVBm+qeQGJ9whH071tXgS6ybpQac6YHBlvNe+jXtamIwdv8I3XwbOKNljimNDZAS6ifU42xyoX7a264brS1+CYG91osHac8OV5hkDm4lW5ctcDjMOimfmNB+50orMb0XXIGdJOZY5WnZHfcFxEddcg2fCXuiwJ9ddOiNwZNqTxmXgOdXrmEGrN+BwYLOw3Vx9c0LwZUv/TTjejMH+DxNTVoLpX+UgcEza/cBb3rUDXlOVoSA4Pjz/+uPJP24+cuZpmqPEWOYaixcamHoEta6dD3Zx8Mki5+X0d5arv5gT5sqUPAqXZ47LyG3FIev2VlQWfqieH7dH81REy/YMDXMUDv4wdjN4L23D5AebIfxuO5JLdBYPaCfu9OLzAA+nKaDiBfqIjXhYZz9XkX9RzHFRv8WnlGZ8Fw+LVx2CwssJMOzfcvjQ0MJ63rpjxpBn0F8xz4pDybT2Lwu0G34crzugX+t8PUGS+so7JiMFdEJPkmbrOzmb7ebEzAhmIttoxWnoN35oH+mIrXDttiuonboTm1QF+5VVR53rfA49KleifledMeQ9Qt8l9RnqtfMoLMKdFp6jlCvjX8BYAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEimAEg3x2md+3F7E1GzeXp0RvU8z7nBoEuOD1SecrtwHrqUnZvlOdWQayPd36om/dE5cZa1AbtsalNmdnYlExEpH85bNi14OYu5ek9AmvLb1zUzWCGNMH67nyVQkHPf1VXjXGwwlp4v1hdg91sO9YeJ2bX9ai5tuL+6jj9ifIkGJQaf8HYhUTn0XW8+96WAJ1io/f5rYuFQOfJEac8YU+wsVaf0weVZ2/Jz6Cz38B64IvPDYqeReRmAjYkynTygfJ8GIqN5zwcdE4lvAwW/YeEYA1xJgedWWj7EJsfbR1RTHnSK2A99ZN4nQOpXOMx6JY5yymP5XT80/ApCevlGz3GmnYRETGYJjFJ+vhamGDewMk/RXleNcdxpv2LK8+OCitA/1ygImjPa3revFqLx87WT9d7VxqFNf/2zvo7snzVcd507TYMtFmC/kxZ5mDzsI+iMwDLwvEzuK3Tc+vLQszNZLPRc6vKijGgK0zD/Mb8bGfVmLa7R4C2KKNf18kOz7NPlfT5cS8xO+iv9C8U6xAct6fpctBdWvRTYzYfXA26Qe9BypPdCV83oqVupmdpgpN04s/4XpF1sNGfiMi4CZhlWveqsvIkPMOLXVA9N+VJN5hKU1zvKk+TiFIiIpIUm6yeI+Rbw18ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowIhoDJd0dMnhRJcs8I2tX4UTeayWyLybM4ryzK82gSPnZ7eC7lSXXCMN/Sn1coz9RabUDHe7mAfroFA6siIjF6kxWfi2CgLdtN3axpTXwD0E4vMODmdAODhyIi7U7eBj3Dt5HyeB7GkGPYb7pxUGiDvKD3jtRh0yPjMaS6pi02Set1pYcas7TwdtAdXg1RHstw3DcfRuvQZSazL6Ab2QYoz768VUE/XZ4V9M8T96gx9+OwiVbxGzo0GPYeGyQF7c2jPHHZcZ+6lMIxSSdxHomI5CkRBnrBymXKM6bXQNClV+tGUbfbGDR/M9Uh6nSDvwx33+D5sbDcTjXmgTvumz2raytPx7HbQJ9P1YFKl3uoiw/TTfom9+wD+sMPGPoOPKHnrEUrvC44+el54/ACm3wFj9BBZsNGgy3algA9q84BNeZFAoZCg5Z4Ks+lJAwBV7lyQ3nSSuL5+7ypDnC7xWCA/E4cnoen+wSpMfc7LwBdbeZI5XHY9Aq3JT5eeUau7gjasaCF8gzseAx0h6XYsCu5uT52zR51B+0UpAO+H6o5gvb8WZ+bPQrge0UVxznRtpjB5BORXSMbgu694ITyrDrZHPQPo7YpT0Ia7ovSi/Ufgpw3MpremaV/Uc8R8q3hLwCEEEIIIYQYEVwAEEIIIYQQYkRwAUAIIYQQQogRYZKenq4L7gj5N+TJkyfi4+Mjlbz6i511Ro10+73nlC8yNRPoTKZJyrN4YwvQZVs+Up7yDljzejysqPI8DsTmQp6rsQ4/uAJui4iIx3Z83YAheZXHDns+iW2IzgCElsJa+IWd1oMev6S3GhObC7cvzVqf/lsaYtbBNyG38gx2fAe63ISBypPojPW1mRtg7XHYNd0sx6JkBGj3Nv7KIyUKgpy8e7OydLuGn93uto3y5NiADbGsj2K9d0JvbAwmIlJ+73PQN8o7KE+Bq1hbfv6dl/JEv8dx7p5Y3+/QOVKNSS6Mx+FTMf2ZXHyxnt9yZojyfIrDpl6283RTKuunH0B/2YDzuGMurEUXEVm3uAno7Hv9lCdiiyPogk6hytMyCzZImj9CNx07sHIRbk+LvqDN5+kmXwXscV+c/6CPS9I1zAbVaqM/Z0AHzLvEeWF2JNMbXb8dUdwZ9J7f5ipPNjM8ntui9fmxu3oJfCCrk/KEVsT3KtkXG4FdOq0byOWZdB10ncfRyvP7kOqgx63dojy/DOkB+k1j/R2j1Se8bs3titetYTcwRyAisq3SWtCGjd9ERDa8xL8FPb10BiWtFF47PpXAeZ1mrjuXZX2km/IZYvkYGyPOuXNUeVruwOaOparpbIuHTcb179PLL7K5zSl5/PixFCmim0AS8i3gLwCEEEIIIYQYEVwAEEIIIYQQYkRwAUAIIYQQQogRwQUAIYQQQgghRgRDwOS74Y8Q8OhDlSS7p52IiJwYWF35AgfilM67VE9xkxsYAA2crhvq2BbFIGH0M2fl8foVQ6HJe+1AfzzjocZYf8bt+VJAb5/9a1ybRxZPVh6bQGwskykYX2fXT3PUmGFVOuADXzn9v5THkKPj0LfK0yfHZdDzx3RSHq8JT0G/isaA5fA8Z9WYMYe7gLZ9q7+jyN8ag8HRE3MoT2ATDFS6+OrPGVEQXzvvDgykDjh6XI357cduoPtO2688tTJhyLv6mRHK86TectBBqRhUz2muG1C19m8GerfnIeW5k2QJeuzPOpwdVh6D4AWXRShPugUGNX024Dw/5KcD8b9XxM/0ICm78vw6FY+v4577+r2TMUSdXlG/V+BQ/AzORzDMOWCyPi5bBjcF/b6fPqc6FbwD+tAKfX1xO4jH12o3bsvLfTpcvGkENtpqdXyY8ngPx/Bzr6c6AP/jQTzPPKc+VJ7XBg34Mhu8jPN9fbxDqmKY2OazPl+SM2FANuuJl8rzbJq+YYAhlo7YoMvKCo9DYRcdXE9Jw3M1boBu7ujXA6/PuU/qmz9MXL0R9LyS2Iju9SgfNSbfJgzES1qa8uTfFwz6wvayylOlIzYZ8x+jm0QGNrIWEZGk4GB5P38OQ8Dkb4W/ABBCCCGEEGJEcAFACCGEEEKIEcEFACGEEEIIIUYEMwDkf8S9e/fk559/litXrkhCQoLky5dP+vXrJ8OG/d/a1mvXrsm4cePk3r174uDgIO3atZNZs2aJnZ3df/HK/5g/MgBtdzUR5/yOIiLyqpKux0w8jg10zKfp2v3AJtag0z3ilWdI8Qug906przyffbBWun7TW6DvTS+lxrxrgNrUTtcipyXh6wbUX608ha/0AP20ykbQRa52V2MSY7C2vMBy3eSm8Sas729u/0R5ahwcDbpTtWvKs/tEFdAu9/FS4/A0Uo3puPcM6CnXWihPoVmfQYdV07XmrucMGlmV1k2VMt/Dut13LTFLkIpTRERE7N/ifIsoqBsH9WlxCvS21XreGDYXKjwHG9ElppmrMW9r68cMST+EDcZMW8Uoj98krD322hypXygAcx/PF2EdcuUiuj69oiPWhB9rruugy+7F5ke3w3XNuAnGBCS0nvYsmbwU9MC5Q0Hn76ibkJV3eg163y91lSfMYJPN3eKU56xB1qH+inGgcy/DfJGISMAqbPaXlq7nTWoU5jeON1ioPK3v9AOd6YRuVpfkiK9dvt0D0O9rqSES0RJzFs73dCO1wGm4fStLbVWemflKgDbzzq88vY+eBj3uZmvQVi90g7usjzAXElzRTHnMEvBz555xS3kMmwiu3r8S9KBXbdWQJ88wx+V6Tb+34bXiK70nJeutT6BN4vS1N7BzxnslhgXL69WzmQEgfyv//V8UQgw4deqUNG3aVEqWLCmTJ08WOzs7efnypbx///5Pj6+vr9SuXVsKFSok8+fPl/fv38vcuXPF399fTpw48S/cekIIIYQQ44YLAPKXiIqKkm7duknjxo1l7969Ymr69SqyiRMnipOTk1y4cEEcHDK+lcyTJ4/07dtXTp06JfXq1ftnbjYhhBBCCPkPmAEgf4nt27dLSEiIzJw5U0xNTSU2NlbSDG6LFhUVJadPn5YuXbr8+Z9/EZFu3bqJnZ2d7N69+5+92YQQQggh5D/gLwDkL3HmzBlxcHCQDx8+SIsWLcTPz09sbW2la9eusmDBArG2tpZHjx5JSkqKlClTBsZaWlpKiRIl5P59fe/vv4KnTai42cZmbM+Wmur5ZH+DgsyeOidgYXCrafftlsoTWgjrqaNy69rP9MLRoM/sxn4CuxbOU2N6PsF7yafvzao8tqFY81rad4jypObCz2VY8299WdcH51mBdbF9n+pa6fNfsEa8488NlKf/T+dAX6qna30L7sSa65R5mHXYeP+wGlN18xh8ILvORxTZHYjvvUBnAF71wF4G7lXeK4+FBd6PvKAZ1qd/TrBVY8ymYJ7E+fRH5Tn4oA5op2j9GX7fuhb08I8VQbtY6tr9wY9ug17/uYryPBmOx2HHoz3KU/U27huTj2HKM+cp9mhoegjvLe+/Qt/D/FUS1ldvOzNXeaZ8bAT6xftsylMgEfMHse66Xr7/QwwK5G2P+YPnx7zVmDdV8NjF59Tffy1ush60rYku5q52Ae/hv7PfItCbW+njssR1GeiTsXr/7R2F59mYGboePWtp7HfwvnWi8phbpIJu6ozX27A7eF0TEZl5E4+da98o5WmVGXM1vxStrDyhh7BePu2czl9tCqoE+ky1JaCz1dTX4sZ9BoPON+m28kS3wr83/nPLKI/XeNwX3fuOwNediv0uRESeWOF11ipaWSSpI2YmVhfW+YiWl7Enx4qKB5WnXqaMa8WTF4lSTMe+CPmmcAFA/hL+/v6SkpIizZs3l969e8svv/wiFy5ckCVLlkhkZKTs2LFDgoKCRETEzU0HL93c3OTy5cvqcUNCQ0MlLAz/YxIQEPBtPgQhhBBCiBHDBQD5S8TExEhcXJwMGDBAFi9eLCIirVq1kqSkJFm1apVMmzZN4uMz7qhjZaW7mVpbW//5/H/F8uXLZerUqd924wkhhBBCCDMA5K9hY5Nxi7aOHTvC4506ZbSov379+p+exET983RCQsKfz/9XDBo0SB4/fgz/Dh48+L/cekIIIYQQwl8AyF/C3d1dnjx5ItmyYe2uq6uriIhERERI/vwZdch/lAL9Z4KCgsTd3f2/fR9XV9c/X5MQQgghhHw7uAAgf4nSpUvL6dOn5cOHD1KgQIE/H//4MSMM6eLiIj4+PmJubi537tyRdu3a/elJSkoSX19feOx/woFN1cXGKSP46XlY5wKez8Mg2rFqS5Wn63RsZDVu4WblORZRAvTtUYuUp8Sa4aCtqmCzlw8pOnBnsgtDv7/P1EHh8ltx+1LsUpWnWaW7oO9Nw6Zjx5fNV2PancBfbs5+0ZeAs68wQOkepd975RUMX/c4eUV5Xsbh53y2EcO6lXbhZxQRcSkVCjoxWW9fadtA0E9O6hB1SitP0OEHcipP8nuD5kId8BerfPN1eNx8DqbHP6/Kp183E4ZWg6oqizTKgcfKPDcuduMK6nDsnl4lQVvf0A31Mv2I21f+6gDlsXiI45IL6dCltwU+Vmg2BnOf/aKD1ysrbQFdd/dY5WlU8w7o/Mv1Pg5a5wLa5KayiM3ezKC7/nQM9IyKTmpM3RwY8LzuW055pvs1AR36MovybGm8AvSu8PKg/aNw+0VEPmfFcshlO5oqT+4L90C/G6SbCE4ZgOHSyQ+bKY/revyFNawEXoPWTm+hxjhkxWKAj1fzKo+/G8713AW/KM+Xtzi36nbWN3y4v6wE6E5JGPx3Oq2bzHW5fAR0K7tXymNlgs0I7yfpa0c3GQTaJBnP1UDfwmpM70qXQO98oTuppcTgPg9PzaQ8XgsxUD7yWV/luTko45odl6ZvHEDIt4YlQOQv8cd/3tetWwePr127VszNzaVGjRqSOXNmqVOnjmzdulWio//vLRO2bNkiMTEx0ratvrsFIYQQQgj558BfAMhfomTJktKrVy9Zv369pKSkSPXq1eXChQuyZ88emTBhwp/lPTNnzpRKlSpJ9erVpV+/fvL+/XuZN2+e1KtXTxo00LeVJIQQQggh/xy4ACB/mZUrV0quXLlkw4YNcuDAAcmdO7csWLBARowY8aenVKlScubMGRk/fryMHDlS7O3t/7xtKCGEEEII+ddhkp6env6v3ghC/l948uSJ+Pj4SCWbZmJn6igiIt3vP1O+LXWwQc3r7rmUx+MMNloKaKdrNk1TsD7Ua22o8oRWw9rtqDqxoFOTdfOwRzVXgb6eqO+KNDt/UdCvZldUHu8V2IQqLQT7JiRU1fWsHRceB73pTQXlsVyIdc8faujvCTznYfai37XryvPTE6xzztkX8xGWe3UF4qO3BgHxMH0rWbNEPC6e83UOZN7tQ6DHVGipPDOvYyOykQOw2VDl33Tx+fYHZUHncgtXntUFtoEe5q1rhoMGlAadc28g6I8t86gxR8bNBt3gTn/lOV4G51bz38Ypj2kDPA6tcz9Qni37aoN2eo61+jafdI3yxwFY45y371vlWf0Qa/XbPumuPM59E0CXO/Zaefo5YUO7XkUagg4cheePiP4MmQ/5Ks/859jgztpEZxQ6TMZsg2kK/gm1e6fvfvYlHzYnNOugryXOffD2yMGNcytPkgPO/art7ynPix+KgLa6jTX1ARPxeRERrxXYKC+2sM54JA//DPrzLZ1TcS0fDPp4kR3K07ZJL9BzD2I5aUELfc4HpsSBrn9VN0b0mo3zzzT4s/IcvnsCdM1BmJEJqqyv105PUZsm6/8yfS6KxyXPiQTlObodO3u1rK6zcIm5MxqnxcaEyO0bC+Xx48dSpIg+XoR8C5gBIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEieBcg8t2RvsxB0vNmNPpZMkkHqSaf3wh6RkBj5fkUigG2tMw61OiVFzsZx17OoTyJzhj+ulIZmwTVna+bIdU4i83Digx4rDxlfSNBm5TXYb+k4xhAtmhtAbrcr9h0SUQkJhXDiI4DUpQnsCO+Tr5Jt5QnrURB0B7mOgzb3xubgx3OWwP0kw86cDegJDbd2Tu7nvIUHoT7616oDny2vGUQkB1orzy7IzHQu33NQtDtRuhGZT/P2gd6zno9/2bYYyDV/1cdxl7dDMO681rUB+3WV3fRdvwBL9e5R0Ypz8DE1qDdM31UnqdlMOTdp4SeW2tyYfey0Z13g570oLkak7vTC9Ce13VYstZ2PB9SLbXHKROG2Y/Pq6482xuXAZ2pGzag+qWLbuznYob7q08bHUDOZ3EZdKty+nM2PXEe9PrLuH3BVnpeu+fEBm2ZR1soT6dzGDpf9pO+eUH23zGse8FaNwvLlBf36bBlmGKdu8ZHjXk2GsP3uQqGKM8Crz2gj7mVUJ6bpfGGBs1P6vMjuKEj6HGVcc7GF9Gd4oMqYGM6Uxs9b6I9MTw8dd8u5an2qA3o0Ip4rEY0OarGbC2KDeOcDcLuIiLW4Riatp/+XnleJGNDxVRn3cjv09CMsHPC23iRG+ppQr4p/AWAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIpgBIN8dsbuzS3rmjJpL83jdqMeQL/HW6jHTRpGgC3bQzYb8Z5YAndpYv5fdK9Sj3mHeIKqwzhaYh+Np97FSnPJUf4o1uNuW6lpk8cf8gclMrJ2tZHZRDdkRiLXTWcM+KE/e+rjNywdeUJ4evYqDPhOjm9Wc71kedGBzrHnt7oO11CIi5zphXf7Z4wuUp/aEkaATPZVFcmeJAB1/Xzdb862WE/RTh8ygv3TTNfarAquBdnqhMxSfumUF7emvi3kn3u8HusFozD7kOILbLyJS60f83I7uet68HITf6ZyqtkR56u/GOvytX3SGYkIlbBhX3hqzBMlvbdUYScfz494nXcNuHmvQMOlIvPKYxGETpc9688TlEDbuM03B9577UmdHPkfjNjva6f1Xaeow0FmDdP6ltQNmJq4Mx3mdVAPPDRGRz0WwRtzSQ18XOttj46pprfT2BdXC17HzVxbJ2RUvSlv6Y0O+zRv1OdXvaRfQZqb6WhecgufH+WBv5bHLi8fXcrRu6jV+F+ZJXnfALNPGq3heiojkPYh1969b6e8u84zyA93nXC/lcXiM2YudIxaCnlyvgxqTXAO37+WcGOVJ98Nrel5L3QjsXCzmpuTOU+WJCsvIdCSF6/cg5FvDXwAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAiGgMl3x5f68ZLgESsiIpbXdIOnzSGVQHv0CVae1PzY1CuqWQnlyX0cg3rJ43SzK9PDGPjs2A8Dnwmp+hR7G+WEr1unpPK0tMMmWs0bLFKetl2HgLZ6joHejWNrqDFmCRjS2/l0vfIMadoH9ICglspjY4mNqg5Pq6U89dZhU6UXV6uA3vCgohrz9MRq0KWWjVKe5EaxoJsXeKg8t37CMPHiJToMa2+Kx3dY9U6gzRrjcRIRCcmH4cgCN3V43OsYhjnPb6mkPFHFMNRoZYJh4gMda6gxNTdcB53fOlR5DnTAplSdTulGdL3GngNdJtMr5YlOw+B8n5bYWC2vjQ45LgjAIPPoxj2Vx94EzyH3tbph0uNlmPq19YpUnqh8+N2V+0JsFGU2CUPCIiIN1t8GfbWbbqL1fDAehxiPcsozNhBDoaVu43l3fo5u8pXsgPpDj0Tl8do8EHS22zqIe3DhfNCD3jRTHnMTHBdhj9uTKngNEBHJ2iMStMPBVOUJSMQA8ocwR+VJM2hwZpKq3+tMBDbGex6OTRmz5dHX2Qgv3OfeG3VINiIEQ8ozTu5XnmVn24IeM2AQ6DeT9D7Pv94glF5a31Ag510cd9VMN1uLqIRzcvfbg8rzJuWqiIi89EuWNupZQr4t/AWAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIpgBIN8dOVamiJ11Rv12x9271fOHw0qALnL6s/K0dfoddKd9Q5XH7RqeHpZmui72VVOscV3sic1eqj98p8b478MGOptWz1WeDV+wTnbF/obK4/kW6/CfzvRAQ6reXtu3WKPbr+dw5YkuhfXU0la/TsJZF9CZX2vPtmfYdMy7ADaTMmuvm0AVmjsAtH053RDL9ArW5vu66sZB72vjdxs34vMpz6FOWC8fsRzr8u1X6SZfMZXR4z9Mv+7rg/lBd+99WnkuNSoAeuwNbAp06QnWM4uI3BldGj3Zda157U1XQd8eoPMl23bUBl2qd6DyzJrYA3S6QbO1Jb8uVmN6/4B5DcsFOnvzLhSP3ccdxZQnx91PoF95ZVEesyLYpM3yA86T1LW60daVXjgfQ6dpT/YdZugpl648mcxxDgTE4rmwfhbW6YuIjC7fAnTaDn3s0hbjteR1c51jqLEMMx05zkUrT7wb1qjb330LeuRIzA6JiFjtxGvJvbfOynPrkxfoMiUDlKdOlmegLU30ObS7KWaBnDNjszDTdzrbkp4Nr8WZV2hP5BA30NGpugGkwwvcXx/q4Hk2p+JWNeYnO2ykltUqVnkSHHGOzm6zRXkWjugIulTHQcrTu9g1EREJiYkWkRD1PCHfEv4CQAghhBBCiBHBBQAhhBBCCCFGBBcAhBBCCCGEGBHMAJDvDqsfI8Umb8bade0PrdTzJ5cuBb07RteI/1yyDj6wTN+X2/ILro9NZmZVnvzpWOP6+le8t33AA32/9GzBeM/ozr+OVh63I29AL7qo79f/oEUu0H2tsY53eQ99J2mLV5hJ+FIpt/L0GX8IdGCC/tz3V+K9z7801bXcNyuvBF3q1DDQDp0NsgYi4rUS7+9df+1N5Vl3qwHorjmuK8/Ma3i/b1MTXcv9tqEj6B65MBdy7nes7RYR2bfoAujxv/ZQngkHd4J+nuiu37sDHrvXKThPEuoWV2OSh2GWxaGh7kFwMhPWV7v6v1CeXE+w9n1cYm/lMcVbs8uXQjjPJwe2UGNGT9sOeuzJjspzqyXWx/fx0Odvq4F3Qe8NKaM8T95hvXdkGewHYpeu+wv4D8Fac1dzfW463Q0DbR9opzzZq2L+YGq2i6Arrx6jxsRPxf1XuPtH5UnegDmGrOv0/eZTOuMcMPldZwmsQ/FalpbF8b98XkTEoi9mH65cXK485U9hXih0ps6/HByH+9iko84G2e39ArpRVux5srNoHjXm1UI83s5fdEYhbBReT/b3ras8g3bvBT32Nl4j81vg8RcRifuMWYyc6/X+27d3AeiLCY7K88YgL1Y5nz5/H0Zn9Kf5Eqt7IRDyreEvAIQQQgghhBgRXAAQQgghhBBiRHABQAghhBBCiBHBBQAhhBBCCCFGBEPA5LsjNd1UUtIzQmvv6unn7yRhGOyXva2Vx2ErhulS3+swXfI4DIS9e61DoSvqbML3GtEdtNsEDPOKiPgWxiZQ2W7poFyWvRiGnTyrl/Jk6xYI2s8ak5uvWulGOJ7bsWGN/YlHyvNLo0agzSL0ZSJ1PgaZCwy5ozwVWmFTL8EMnMSWj1NjwpJsQdexe6o8y53qg565r63ymCXgm32tIVHdNrdArz2Ik8lBZ1jlY8p90F326CZf2z5hENzOTIcG410xlLw0rAbo4PJ6Pl4qgs2F9j/xVp5DHTBI+uvd48rjYor7Yll4pPLseYENxLwW43dFH8rlUWPWH8LzrsDHB8rT8gI2CzNN1uHspc4YLnV+GqM8Bfxf4QMuOK8/bzJoiiciBa8bNFYK+aQ8zxbgPs2aLUp5/Crjvnj0DEOiPdtjmFxE5HwYnvNdz+jg+qbi6DErrYOur6PwvRzm6LCoZRNsklX5ViToirb+asy8MtVAtxkyUnnG/HICdERZW+VZfxGb67lXURbxu4b7L2pHdtBbX61WY9r0w1B8w9nXlGe1Hza4+1TURHkmP24GOn92vMZbmOB1TUREDKbowC37laX8TQzSe/yi37vQF5xvjxsWVh7bRhnN8+Ji9fWKkG8NfwEghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCGYAyHdH7JrsIvb/UTfaVtds7v5cHrRTKd3cxWQrNrfy/KDrtNuuxCZUn9zslWfiXKzNz5yCtZuhU/KqMfneYC1yYPvsynPYA+uI66YWUZ5XZ/C163c8BtrXWzegCi2HtdJZbHQdudspvCw4+upaabdNwaBvDyunPJa3UZdu+Qz0vbMF1ZhYg00eNHq48qTWxcyEvZuu0zY76gR6V4c6yrP+MNYaH7UqC/pTeZ3NyGSK8yQ4JbPytMuC2YK5zXVGYf3hFaB/bYyefntOqjGxaViMPPt2feUZsv0C6PHNeyrP61a4b75W9mxlUHb/zmD3Lei6To1ZfASzI/sCLilP60Z5QKfaWSlPtvHYxCt6kM7eiDnO0REnjoAecKWbGmLVGfffigK6Vt/aBDMTQ4s2Up5uD/1AX4rBebxnXS01pmoXbG424aJu0vf61RrQtbvqc95zdjzonKs+K8/bEnhOv4l/CXrbC5znIiKJizBzUsnTT3n2D8WMzJFNK5Tn9CnMEmxbNl95mj/Aa6bpS7yWlP1dn/OFbmPm40SQ3jf2L/H7zF/HrFGeeW/wnIlOwvm3+4tuOmfI3Amd1WMFhuH2PRihm0/eqb4VdNuuQ5SndM+M1/kU/UUe/rdbQsj/Dv4CQAghhBBCiBHBBQAhhBBCCCFGBBcAhBBCCCGEGBFcABBCCCGEEGJEMARMvjs+VjcVS/eMtav1OzP1vO+JEqCdnn9RnuDquPZtO/Gi8uwr5Ao6vWJx5YnohkHRfsMwRLhqWXM1JmsiBkdz1HynPP3fNAb9RWd1xSIa9Ys4DBPH+GLgV0Rk9LBDoA+W91Se+GI+oOPquSqP/ys70K7vdGDWbg+GqJ/FVwK9cfQSNWZqyy6gg6o5Kc+mestBR6ZmUp4lc9uDHrl3j/I09sXmPV4/Y+zutydn1Zjm5weDtnumQ6w5GmDzt7Z7LihPQhqGLj+XwVD6zjel1Zjfm+C8KVAsXnlMt2OiNzavDq6Xq/cY9LVX+ZVnQmkM1a4f2RL0guk4R0REhvlho6gvaUl6+8Jx0oYX18c3drEX6JTiuqnS+sMbQA8eNAy3ZY5u0HYjEhuMjS2vz03L3fhe7zbpc2j+LxhAzXobm3Gl6JeVpz8WBV1owgflaVwZB8Ytj1SeZFM8vhfPFlOefPfvgX7+WwnQJp1i1RibZ9g08NOCHMrzpgvO2cq/jlCeVIPrlK2J/o4x2xj8DKPvXwU967WjGpPjWALoH7IfUp4h4/qBXnRUB7hT8uJ55vgiCHT+swbN4kTkWsMFoJvcHas8gdvxOlq8U4DyjPtYF3RQJd2oMadlRiM/Mwvd/I6Qbw1/ASCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowIZgDId4frLZFM/1EOnd43WD3vsB3reJ//qJs1FZwVCvpIgG7eE7gWtdVHC+VZWw+bSQ3Yh3WoKUWxMZiIiMNbfJ1u7reV51MK1m7fMymgPFv7Y22qqQk2Ojofp+vIN01pBjqz6TPliSyNtdvmYfpzZz2C9atb585Vno+/YW3+zMZY2z08WjfCCe2PWYICa3R+I2441t0v6dlOeQKb4PYtbNZSedzisa44bDd2IRvujzkCEZGLtReBbnFT1wO/eO0GendtN+UJnIHbkzUB66Ltf7JUY0yK4hwIK+OoPItuYseuCb8cVZ6NU3EOZOsRqjybBmM9utVZnKN+63XDpCym2ACt7rJxynPy2mzQ5+LyKM+uuhVA779xQHmuJGAGJSo3/ik72b2KGvOqNZ5T2SrpDmifw7A+vqCrrgn/FIHvXWnHA9DvX5VUY6zXYcOubDY6vxESiZ9hbgGdQRkzaRDoZ3OWKc/wuhVBnz2COSn3FTq3UmL2DdD78+prR+EpgaBHXdE5i7klMOdTvWpv5Zl9bD/oATe7gnY6ZaPGfLiCn6Hh9MHK03frFdA7ltVTHrcD2LDrXWfMvyyZnVuNmVoMr6v7JixUngmFqoNe9+M55fkhqDZox2r6b9fJBhlZkeikzyJyUz1PyLeEvwAQQgghhBBiRHABQAghhBBCiBHBBQAhhBBCCCFGBBcAhBBCCCGEGBEm6enp6f+9jZB/PU+ePBEfHx/JPXicWLlmNL2q0OCR8s3JcRJ0h25DledNfQzCHewwX3kGjBwBOsler5c7jsfmR5tWYPOZ7Jcj1Bivddgk5uHkEnr72mFAMedhndfP9CEOdEAHW9AFl+qQWdBC/NzJl3SjoyItn+O2ROlmTZExGPDN/asOVP68ZzPosaMxwJh77As1ZokHNlL79VMl5bk/GBuyvWqlQ4MFlmGDH/9fdBD8XCVsKFbrGm6f5+D3akxaFDboMfNwV57UzHgckudEK8/HCNyevBPwdcOqYVM3Efk/7Z1neFXV9vVnKukJCSlACAECoUR6B2kC0qs0aUIAQQKCUvSqoDSVbgGpCtIRpPeu0ktChyRAEpKQQHrv5/2QB+4dmdzrq1fk5n/G73n4ME7G2meftUtYOXPsKaU2BoIO/qK28vguwUDvk+buejtXkkCnVnbQ+9cadbWZYaCTm3mrMfF+GNR0eKB/taSWx4D+nCE/Ks/0m11BW/3spDyZrridkncxbJ9YRV8vzh2iQduO1M3rxAw/Q0blUspiffkB6PBRGM722p+kxhRY4nbNH+n7wv1hXridw7oZVEI1PLdct99UnsgR2KRt+uj1oLvYYiBZRCQ6Lxt021/0PdOQgsH0g130PfNIelXQ327uqjz51nheOBW5DVim6XtJgRke72ZTdUA2uwCP+f7gGsozsAaG2TPy8TOdm9lQjbHZieH2ttdTlOdYbbxHvnJBn1s3B2Dg+HFzV+Wxiy48j9NTY+TKr4vkxo0bUqOG/hyE/BXwGwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSIYCMwUuzo2vacuPsUNvVxt9CNopqfHY3+BYHKE78Km+VMftBbewZiU6Aela4pz6s2waD33MJmL41/xCZBIiIt7bDGPvioifKY9HsF9Efz1ijPzNDOOOYG1gcnNNJ15O798TPk7clQHnMTrMF9fFvXqhb900FYN/23hGqW2FAse0QC6MA91dWYuj4+uI0vEpQnvTY2+apUR9fqZ3u7gc5N0/tna4KvlV2D+YiIlbqBV/lxWLudU07nIx41wUyCwyp75Snhhu9d+yc8T94rhXXbIiJHp3qCXtdRH98n32DTtjU1dJ32kOtDQVvpMnyp+i3O+61p2CDJt6qe89dcwkD3dLiiPB+1wOssf7A+LnU9cNu1pp5VnuVbMWuTUB1/lXUacEaNOTOzEegnrfV7n52NjbVqXxikPNa7qoD23ozZgtvv6uNikYbX+OWhK5Wn1tYJoM1j9b3N/YsnoCuO1Q3Fgk9gjf3ldG/Qk073UWPK/4RzYdpK/9cgr1Qu6A1Jul5+z7IWoKe+u015tryBTRdjZuPP4x84qTEtGmPWYdtF3YhuYCNsZuY75YnyHGyN+xf3OjYDdBmh7zdbv/oV3ztV1+QnDmgAevu1HOXxKYW5ALedOgM19nzheRsRnCVXOqofE/KXwm8ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowIhoBJsWPXvZpimVMY8hzpd1r93OaEHehbU72Up4wBg4bB3uWVp+IUDB+OjtDBwtG1sNFNfhNcU7e2v6XGfF7rVdzfY1bKY7sHA6m7a9RRnsdXscmTfTgGDWfNWq7GxHzqBHrm5n7KE26BIUKDo27MYxmPn3PfW3OVp94vAaArv30PtHNV/bljUzEwG/6FbvLlthL3x/wtZRETdwzhVdxYQnlaBE8CndEBt1vZKUmNqbwbG23tu+umPJ5r8b0ftrVQHt+lUaCvLMfP+fq2YWrMD69gWteQmq48c6seAz1o7vvKk9ESG0ydWfyt8vSs0Rb03k743ivj8RwWEfnxSmPQF6foJmlDfsPr9YMdA5Wn8qpY0Ps8fJTHbmoc6LgobKx2bpoOqPb+4hDorTM6KE9wLoZC8wKdlCe/BF4feSuxCVlpfdlJdEc8J+psnKg8vqvw3CqI04HUiHi8l2XM0nPsk4SN57ZYYDO9tk1088QrY8qCdtLPJZC+3pdBr9rVXnncYvAaSs3X169pHAbp3brj8e59DY+BiMj3V5qBHtnkF+VZeQnPSbfW+rpz2YP3Y6e38H4zzFP/PhnebRToL3d+rzxLu2G42M4iT3nM4zBEnV+prPKM218Y0M95FCMiC9TPCfkr4TcAhBBCCCGEGBFcABBCCCGEEGJEcAFACCGEEEKIEWFiMBgMv28j5OVz8+ZN8fPzk4YN3xVbu8L6969+WKJ8g+Zh3XPlAbrhSjX7GNC7VrdUHp8+2OQrdbKut034GOtVS32Aa+rgqboG1mO3JWiny7HKk++ITb1M7j5QnuV3DoMe0xCbLOVU1vsbVxP353lzU8UOa5F//biJ8lhNxOZHZm/qxjcTTp8A/f7ykaDTvbAxjoiI72qsX164c5Xy9A/yxxdO6WZcUiS2YJGhb3PJlVA71IgHPbDCJTVm92Rs9LZ1xWLlyS9yS+08Z7LyZLXFz+nuiHqRz1Y1pv/FEaAL7tspj1/TUNCLvXcoz6hQzH3cu6QzMiV8UkC7LcPzxm36fTUmeQzmISI/039fKrjghNtpE6U81m9ic7qE9pWUx+V0keZb72HTtmpzwtSY6OV4nrTxDFaeEqZYu305Qc9NXIYN6LQgF9Bf9l+nxqzogU371hzUdeR9xmAuwPbcPeVJalsZtGdAiPIkZuP+/Vh5E+im+99TY8p6Y6bi8RV35ZnaE8+lRWt7Kc/PY+aB7n5htPLcbobz0+Qq3rdyt+lcTVZnPB/Lv5eqPLHtsKY+21EHGcyK3KZmj8fj8OGNnmpM/nk8b7Jq6OZr8gQzRh66d50kVsbrwS0wV3nCuxbuc050jMTMWCg3btyQGjV04zFC/gr4DQAhhBBCCCFGBBcAhBBCCCGEGBFcABBCCCGEEGJEMANAig1PMwCNVw8WuwqFdbf3L5VTvopTsQAzr0095Ykeg8WgWan6OfE+P2CNekoF/dz6kpvw2dihc/C9Kq/FZ16LiOS6Yo1ujoNux/F4INaZPq/eu0zdR6AnVDgK+quA/mqMz4zboI/eqKY8Di74fHnzA07K03Ms1vdbmOh6/mNv4/PHHzXHXEO5PU/UmOCP8XOahek5z/XMBl2qlK4HjrvvDLp1g5vKc+IC1tYabPAz3OywVI1pcmkovredfhZ/CTOsIy/oEK888dux70TaxVKgszx1fbDvO1dB/3DvuPJ0LpKPaFo6THkiMrCmuZOrfi78juGYdTCPSQKdXl3XiNucxfxB1A8eylPmY/x186i1s/Ik18Xja5qkn+fudgF1/CtY7+1UC2vaRURKTcDj67/vqPJMPjIAdPUaEcqT/jnWmj8cise7i+8NNWZXYG3Q69usUJ4f4/BZ97/s170/9g/DfhsfRXZVntsb9TX9rwQE/KxeszfD+81nP+j+DCVbYm7K/BsX5TGY4nEwT9f3hQwPPJ5rP8fn3Q+5ideYiMiyahtAJxXobNWIHfi8/gI3nUuytMLrKjsN7/tv1dO9Xjo64HX35rbxylPlS8yTZG+2VZ5HSQ6gK5bS94Xsjwuvq7T0WLlw5RtmAMgLhd8AEEIIIYQQYkRwAUAIIYQQQogRwQUAIYQQQgghRgQXAIQQQgghhBgROn1IyP84ZrNLiJlVYQjMrL9u9hK2pSboX5t+rTyjH/QAXdlHB1It6mKALbC7t/JUP4+hsqxPMBCYWtVRjXG8go2/ImZrz95Gy0B3Cp+kPBG3MWSZ5IXhYuuIZDXm0rpaoL+doBsSLelaJFiYG6M8R6JbgLZM0aHVR5MwhJcRhfOZVRZDcSIi0+rtAt295UPlaf8hNjLKKK2DwtZmqGeVOag8b1bDEGPETWwm1adBNzWm1DoM/d4P102LnAKx0VvmOh2WtN5vD9qySM7VOlbfmrPa4bFrerim8hxttxh0z6+m6O00TAPdxU0/ByK0L55LhlK4P97r9Zjw0Rg+ddxUoDx3x+C4Tg0vK0/wBNzOk1o6oO/8azjoqTNOgZ62bIje7ih870/WDlIe331JoNus143yuq/4CXS7nXht7kqpq8ZU/xT39/PNnZUn5yMMVps3VRZ5UoBzkdzPRnmc10SC7lMG53hVGIaNRUQex+O1OHfYeuWJycP71IJOnZRn+Kt4HE48rqK3E4bXzIwonIv8Av13yTcvY7g9M0lf8+92xGv8h5V6/zx/wntZyFgM4w9wuqjGpBbgxVn5k0Dlyd3nCrpE3zTlGXQCz6W29jos/knOcBERMc3V1w4hfzX8BoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEi2AiMFBueNgLrvLGnOFUsbGYUuN1P+TI8sX7Sd7luuHJnDDYgqlkrTHmi07Autmidp4hI79HYjGnfF61A51vojMKTJlgLX/0z3WzocYcKoHMc9HakNTYZW/jKVtBXM7G+VUTkdTtsiDWlVT/lierqCdrjjM4STNiyDfQ7+99SHt+PboGOHP0K6HQv3STIYI2v2YZYKo/nwkugH0zTjd68DmeBTpiiG3YlJmDTMftArCvOaJihxuTHYQ32mi7LleeLLn1Bh/UqpTwWRUqE3S7he1VcqGvPwwJ8QK/e9p3ytFk/GXTJ28oiHSb9Avpigj5PQi7ga1W+wXN03EndROvrzpgdCf1M16fnZuDxrPZlkvJMO7AFtP+qccozeuA+0Cfisdbcv8yvaszSVtjcbP3Zn5Sn/dW3QMeHl1SeCj9jzmfq8h9BX83yUmN2zmgH2ulCtPIkNcAMivUTnauxSMLzeuI2/RmOpWLjqNHOv4EefFvnIw76bQTdeYxudmV3Cc+BDkf1ybX77dagoybkKU+r8tgwblQpzA38oxbOlYhIYufqoG389fw9TsXrudwHuhFYgT1e43t2rQV9LUffkz7qi/mDXHt9T6ox9xrom1N1PsfyNN57t4f+ojxmJoX3+Vt3c6R+60dsBEZeKPwGgBBCCCGEECOCCwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSIYCMw8ocJCQmRTz75RH777TdJSEgQLy8vefPNN2XSpEliY/PP4N+ZM2dkypQpcuXKFXFwcJC+ffvKnDlzxM7O7j9s/fcJ3eEj1s6FTbDK/Ranfv6oNYYuQz6xVR6ba9gpKmNLaeV5MhjDXk6vJyjPsVhf0IYiWV2XoCQ1JqWSE+h8Tx0uNi2SRZszTjfsWvxWf9DLiwSQY7+spMYcvVsH9NbfNihP77tvgL7rp+cmX/CDljmlLGLiVQZ0mi+G8hxK6WCu50QMw976QDfaSt5dDnQpk1jlic7EJmmbXtGB2Q86D8UX4rCBknlP/feRGEds4HU2vbLyfLEfQ6GupjoIuTi+OeigxfjzIxcaqTEyFkOhobm6kVqZ0/heZpm6odD5EdioyjRCz1/pIkH1Sjsfg57+2XA1xtkqCXTuc5o1+TfF4OOt7/W5NfbmANAWqcoiP0XiZzD5Bq+hI59hQF5ExG1bCuhXv9XN9c6NWwi6wYX3lKfEQ7znTP5mJOiMRjo8XjoHj0O+q27+F90an8cR1G2J8hQUeWZHx+s60OvyNgaFOw3DZnDei66rMT+cw/uY1Z4LyvN52DnQ9ib6vD74AAOrbb11g8UpbidAd5+FwXUTzNCLiEjT0Rj897bSD3ZYfbwD6LjG+vkmpd7ChmyHM/F3w7z7uA0REc+vsBnh6Wu6uZnpRHwYhcUF3eSr+hm8ftvf6K886XsK71tZ8TEiMlf9nJC/Ei4AyB/i4cOH0rBhQ3F0dJSAgABxdnaWs2fPyvTp0+Xy5cuya1dhJ9egoCB57bXXpFq1arJw4UKJjIyU+fPnS0hIiBw4cOAlfwpCCCGEEOOFCwDyh1i3bp0kJSXJb7/99uzxZKNGjZKCggL58ccfJTExUUqWLCn/+Mc/pGTJknLy5ElxcCj8S6W3t7eMHDlSDh8+LO3bt3+ZH4MQQgghxGhhBoD8IVJSCr9Gd3d3h9dLly4tpqamYmlpKSkpKXLkyBEZNGjQs//8i4gMGTJE7OzsZOtWfF49IYQQQgj5++A3AOQP0apVK/nyyy/F399fPvvsM3FxcZEzZ87Id999J+PHjxdbW1s5ffq05OXlSf369WGspaWl1K5dWwIDA/+rfUipmyNZntkiIpLprpssVfg+DHSwl2505BSKNc7xNayVp6JPFOg3y+q62K01yoLufv0q6C2zdE1ptjvWzi76STeTmh+D35DUstRZh/bLsNnRid5Y3582P0mNST6CC7emi3SNs1kLzDr4rNMNiXLb4K2j5gdXlefz0ljr23jF+6BPd/hWjekTh02AfJfpvIhpWpHaXlP9d4zkz7F52eDF+nOWfRwC2sQKm3zduIbHVkSk0pZs0CcyGyrPslGtQFdbqOvR7w3BmvWKNjh/VT++o8ZkNsK8QVYzC+UZvmAH6IVLdUH10clfgz6f7aI8i0ZiM7juJa+ADgnU+ZLodthcr9LmLOXZWArvCSXtdL18xiW8poe/fUh5Do5vBToXoxmy6zJeCyIiHuXwvM4voSzyRlds+tRp1TnlOZTdGLRfNzxWQUerqjHHlnwDut7FQcpTzREzKA1+e1t5ZtXdBTo2VmcJnJMxr5Frj9dLYjfdWOpIHNbCh82uoDzjxuG5bv/+Q+VJboz5nD3XdcZjryk2BFw8GZtxTTyvmxNem1Yb9Jky+r8uGfXwvmofru8L6QvwvH6v0TDQFbfoa/XsCDyevV7Vvwce+mHDuIhl+vzrXnIZ6PAMZ+WJ6lKYrSoIixPZpH5MyF8KFwDkD9GhQweZOXOmzJkzR3bv3v3s9Y8++khmzZolIiKPHj0SkcJvBYpSunRp+fVX3aWzKI8fP5YnTzBAFhoa+m/chBBCCCHk/xcuAMgfxtvbW1q0aCG9e/cWFxcX2bdvn8yZM0c8PDwkICBAMjMzRUSkRAn9JzYrK6tnP/9PLF26VD777LO/fN8JIYQQQowdLgDIH2Lz5s0yatQoCQ4OFk/Pwq9Te/XqJQUFBTJ16lQZMGCAWFsXltNkZ2er8VlZWc9+/p945513pE+fPvBaaGio9OjR47//EIQQQgghRgwXAOQPsXTpUqlTp86z//w/pVu3brJmzRoJDAx8VvrztBToX3n06JGUKVNGvV4UNzc3cXPTz4AnhBBCCCH/HVwAkD9EbGyslCxZUr2em1sYFM3LyxM/Pz8xNzeXS5cuSd++/wwh5uTkSFBQELz2Z6jw6T2xMy1sBHNncU318zuTvUDP7aSbXX0eOhC0+2nd5CutNzYLW7C+l/K4HYwGPcgBGx0duo6BQRGRj2fuBN3p0LvKU+0rDLHaHtKBtnU/vA46ezCG/bqV1QHGduMxJOpipptxfR7ZCfSINTqz4WSK4c35pX9RnjdqdQbtsRlD1U2+1sFc03UYwrPdZK88NrFYWhZbXzec6uh9FvSpEj7Ks2QizkX/T7AhkeexIt3YRMT0DDZRSthTUXm8v7EBnVFRXy9ejTHw2ewcnn+/jtLh4hwHPB/fX+2vPHP9sWHc5ak6aN21dg98IU83dHLaHYHb9cHr7MFGXd5X4U2c85Bv9WcwfYDjFvReqzzb3TAovPkb/chge2vcZ4/J90A/OqObNf3W+SfQjX8aqzwZXhiG/flifeUp1wb/sDHDcw/o/KF71Zh6C7Hp2FvDDirPN2dfA+3hqe9JnWywaZtXyxXK815H/FwmRXrB2Q/H61BE5N5BPI8rLdGNrKQsPkAg5Ddv7SmSfe3od1NZxrriwwHe649h5zJlsAGjiEh4HzzePt/rgHlqebwPPKmnG4Ed7Y2N3kJy8docXU43VnMvkkHfX1aHqL1n4f4V1DFRni864zfaA3ceV551EwofGmGW+ZyEOiF/MXwMKPlDVKlSRQIDAyU4OBhe37Rpk5iamkrNmjXF0dFR2rZtK+vXr5fU1H+28Vy3bp2kpaWp0h5CCCGEEPL3wW8AyB9i8uTJcuDAAXn11VclICBAXFxcZO/evXLgwAEZMWLEs/Ke2bNnS9OmTaVly5YyatQoiYyMlAULFkj79u2lQwf9aExCCCGEEPL3wG8AyB+iRYsWcubMGalXr54sXbpUJkyYIPfu3ZPZs2fLd99998xXt25dOXr0qFhbW8vEiRNlxYoV4u/vL9u2bXuJe08IIYQQQkwMBoMulCPkf5CbN2+Kn5+fNLXtIXZmhbWbBl/d5GvcZlxkfO2jG/OYVcOmSnfe0U1Z+jfHmuarPfR7tduPNeGHBmDNf+ibuv47zw0ba5mk6i/iSt7EGtJ3itSri4gsm9cTdEGRzfxjks4+fN+iCeiM2l7Kk+qJG7KOL1CeFYsWge4fpOvR01KxJrfqP7Cvw62PdBjc9SzWua/4dLHyDJs/EXT5vveU59pVb9AXei5Uno5XsQlQXTdsbHThkT7edmuw8VLVD3StdERjzEdsiPhNefqMnADa+1NsJpWZr5t8RXyDde0+795Snq88sba83Yz3lSepFdZPT6u3R3kG2mMzKb+VAaAvjtDz2Ww+ZjrKrr+rPPGd8DPkPeeBYEuK5Bam++gsgVk1zHR03Ip5lwM96qkxKbWw+Vq+ha7TdtoRBNrxmI3y1HMMB/04xwH03p14jYmIuDfHrFDBUv2AgxkLVoEe9ZxmYbmpWBtu66IbqXl9gMf34Zc4ptxQzJ+IiMQMxLp28y668WDSdWzQNqvXRuXZG18LtJ15jvIcvInv5X4Iz/XPZ+lcw7DjeH/5sPk+5fl5cBvQcbV0fmjWh5iRcTVLBd3n1Bg1poIn3rdylur+NrYBOKdLKm1RnreHjgdd/otg5bmfWtiULz0sTi6PWCs3btyQGjV05oCQvwJ+A0AIIYQQQogRwQUAIYQQQgghRgQXAIQQQgghhBgRXAAQQgghhBBiRDAETIoNT0PAzbyHi12JwkDfgzfdlc81EJuy5Fnrda7JWxhyTM7QacT8qxj4fLffLuVpY4tBrqEfYugyuz82thIRsTTHBlNxt0opj6HILvsue6I8SXUw1FgiCT+35ZQYNSbqMIZ+/brdUZ7ksR6gm/14RXlOPMYwZ8b3OtC7fM5i0Iti2oE+e9hPjam4BAO9JhY6DGu9KRv05WBv5RlQ9wLoS2PrKE+uAzYcCu+PYedqH+v5e9IW52/qP3TQesZSDG9mlNG32GqNHoDOG4FhU0OUfu+4/hiwzC6pQ6z2EXhu2UbphkkmZ6+BNi2hmw41Pp8C2qxIN6lqVhhqFRFZOhr7e0S30Nu1rI3Xg5mpDpj3q4Dn2wRnHXZuNXkcaPsHmaDDO+nwbsk7eBzqTghSngf+3qCtv41XnscZGC6NisYHCHz1qg7HTtk0FHTpJnr+Pq/0M+ifEhsoT2VrbAS24aMuymOWjXP6qCmG+vNs9flYeT2GYZ2/1vs3ocxh0MOX6QaGRbdtViNFeQqu4321U1cMcJ/7Qn/uos3MZKS+H3o7YOO001d1MziHuzgXZTeFgi63B+dBROTYr3jdWSbp3yfNulwFHT5RNx4MG49zs6PxcuV5J6BwTtNTYyTw5EKGgMkLhd8AEEIIIYQQYkRwAUAIIYQQQogRwQUAIYQQQgghRoTuQETI/zgV50WJS6U0ERHJG6+bvZgHR4GO7l9ZeVJCsH7eOtpMeayTsGYzy6Dr0Xek1EZPSVxTW2zXDcYc12F9uvn+59RBl7sMepHLa8qzrNlq0DNCu4J+GKuzBZYNsCb3/J2KyuM8Ez2bNrVRnhnD1oP+/tcWyjMrsjPo+OneoPNfV0MkdDE22TG7bas8bzvvBx1Z2kl5ji9oCtpQSdfLfzhtHeiJR98EHb9C50JcR0WAnumgmzXZxeDxNM3Rf2d57GcHuveOQNBbvmqvxpj3xLpni3y9Xcch6Gl0MlZ5Bjnh+ReW56g8E5e8Ddr9ItbYf7zlBzVm9XWcm9zOlZSnjitmG67uraY8cZ44N/UX6VpzxyG4HQ/HIo2r3qugxpgn42eY7XFcedrXwwxPcpTOMdjb4XbM4vG+sPWJblxmW6T3Viu3EOWZFYH1/A8O6c9weyU2V0tbnaw8ltux+aD3J1hjH7mtuhpzcA9mWepP0w2x/J3wWFkl6yyB2248DtFtXZXHUOR/HW6WWHefWEXfi3Oc8L0WVjqoPNMXv4X710rX879aHzNbx+2wYVy47rcoBle8ni10rEECV9UEnd5W3298xuExrxJkqTzrlhY22Au+myuvn9TvQ8hfCb8BIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAj2ASDFhqd9AOq2mCi29oXPqt+0bJHylTLD2u3XbryhPNYdwkAHL9HPnq42DZ9Jn9ZM1zRbPcZn0ke2wZr1S2MWqzGvzsSa5kqDg5WnSyl8rvSswM7Kk5uM9ck2rumgrzReo8Y0/2Q86LFTtivPF1t74/vY61tElWk3QZc8qONEIYlY/+vqnwQ6dKKez1z3HHyhQNfSVpuPdc9JNV2Ux+kY1tvGddHPBLdKxGfmpw7H4t6cczq/cWDMXND2JvpvKPW3vwfaoUKS8qTcdwJdrwHub/Kr+ExzEZHHO31BH6m7WnlaXRwF+mSDFcozMLgf6Lgt5ZTHJg7rnpMqYl22y61cNeZRMzwHarX8/fP6yx/7Kk9BkdJo8zRlkXRvPHbLOnwPenHXHmpM258wVzO25F3lqb0Cr02bGH3uG4qcku4bboAuSHvODhc5T/zvhCpLFQvsTdJv4wTlca2HmQ6HQToDkL8F738pOXifKPm+rrHP8MYcSGwDnXcqvx9r6r/b9p3yvHkL+x2UHKT7oBSk4X1q1/3fQL8ahFkcEZH4u0Wucdds5am0DI/Vw9d0L4jy+/Eab7Iae06c743XmIhIRmXMUj1sp+fPpMhp4his71ulAvG8yLPTGYDECYWerPAncjdgBfsAkBcKvwEghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCC4ACCGEEEIIMSIYAibFhqch4PKLxkqJcm4iItK4XJjytS15C3SuQYe2vtyIwWCP8znKY5KPl8ajZropkGeLh6AzcjE89w8fbFolItLcCoNxXz5ppDxbj2EjK7twvVbPxn4/smkYBqJ7HhinxpSrhI2imrg9UJ6GtvdBT901UHnm98AmWquiXlWe/Am4gyGDHECbPCfgW1A6C7SjY4be7gkMBOY110HIzHQ8VtU+eaI86dU9QMc0wRBrbkXcFxER3wnY7Krp8SjlKWGKAdl1oboxVJnZ+F6mERjuDF5YVo35qtEm0BO3DlMe10AM7zrc1nMT1xCPS9FQq4hIjiO++I+38b0rWmJgVURk2oMeoDNydcixtgt2xFpU+rzyNJo+FrTLjXTlSSuHQVf73UGgH3xcV40p8UoSaE9/3SQttQU2DYxs95xfj+b4ml2R8H3uNSc1JNstD/SWDkuUZ/hyDCAfeWeu9nQZATqqnQ6qm7XAAHlauhXoT+ruVWNm7egD2mddvPL8eAibv7W5PEJ5PL7EY55URQdxV32G96k7Oe6g98bXUmNKW2F419lcnxO/dKkKusI2fY4WCJ7Xp37G86RAZ58lqwweu4ud9YMnjmeWAV3VUp9bw+ZMBO0Qkac88dULdyArLkburZ3LEDB5ofAbAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIhgBoAUG55mACbuaibuPnYiIrI1rJ7y2SxzQn38hvKYeJYGnVTHVXkedcBa7vcaHlWenvbYEKv1psmgKy/EZmIiIgvO78RtrJ2kPDuGzgc9ftA7yrNpE9YR9xuKTb4eNdWZhUwv/EyhnZcrT1G6th+gXkup6gTa/qCe44JXsNHXgx7YJK1hi9tqzOnbPqDLb9cF6uHdUb/V+LTyXE3GGvqsLrpxUGLn6qAdQ7BRz8Hd69WY1wb7g04rq+vcP/wE8xGuZinKcz4DP+euD9uCjm2gcys5TljfX+aUsohdGH6G9Tt1I7CAiK6gE7N0nXZwGOYjKq/G8+bwtrVqTOWTb4G2sta5mvRUrEev4q/PmwfT8Zq+8NZC5env0xr03RV4LO++tlKN6TAEm6Qle+tjl4wRAGnTJkh5Th2oA7qgCtajH2iq6/vbncD6/iojripP5PuYFXFvF6k8b3vhQf/8a53PyXgVzwG3zZiXsH6sr4W4qZmgU+7qbEHlTwLxhSreyvN4Np6j7sN1IzBDFmZrTJ2wCVnJLbqR2uXDeHy3vbVAed7viZmEBx/oa8j+CN6Dfp42D3TbDXj/FhHJ9cDz2HeJnr8cZzyvzVN1ozyDGd7L9m7R52jbgAAREclIiZGgowuYASAvFH4DQAghhBBCiBHBBQAhhBBCCCFGBBcAhBBCCCGEGBFcABBCCCGEEGJEMARMig1PQ8CNageInU1h85jwzjrA6HkCQ1uPAzKVx34zNqVyuqHDarHNMAjnfFc3hjLLwGYu9yZi8KzkYQzgiYiY5KN+0laHyhwvYKgss2Wq8nxaCxv6lLHAzzB+sQ4OF20+E91MB+UGt8eg4YXOFZTHbRsGWy9GeymPmSkGAg2/YAMqq3h960npjAHAJl5hynN/djXQHy7SgdTy5jgXnU/qpmjX2mJYc0R4J9CBJ3zVmIqzMAi5896vyvN1IjYkOtmhqvLcW4jnVikHDJI6DNINvCL8cX/KztNNtCKnYlO5Mm0fKk9F+zjQp8J8lMfJDq8Zk3WlQNtF63O2z7JDoH+u6ak8dsfxuttWSQfrOzfsDLrr4SDl2dMOm0WNPPkL6DmzBqsxtoOiQadtLKM8qUVO9RKJOoQ+Z+z3oJfU1Y3eihK6HDfcsHy48oSl4DmR8JuH8tTvjKHpC4f9lKfiukegYxdhd6uERxi6FRF5o/4l0Ac3NlEesyKZ7jL7HylPvrMd6IkbtyrP5BUYpC+3DD+TiY2+Z2ZXw1B/pS/1AwR+jcCHDkiQg/JMGLgT9HdLeqChHTZRExGx3I73rQx3fU54nMWGhWHd9Gc4PQAf7DC6SOM8EZHAW4XnSU50jMR8tpAhYPJC4TcAhBBCCCGEGBFcABBCCCGEEGJEcAFACCGEEEKIEcEMACk2PM0ADNnWXkpVKqxjPb68sfLZ9ooBHX+ytPKUDMFCfPNRscqTtRZrcNPL6vWy10as5Q0bXB70In/d7MXBFLMEAbMDlKfo0ryW/3Vlic/GpjbjPLGe+uNPRqoxGz/HOtRD6brOffMkrIXvM/+g8mz4DOu0S57WteZ3JpUD3aYJfoYHU/V7Z7pivXKGu84oNBt6GfSvURWVJzUK639Ln9J1u2Y5mFGwDcVcg0kE1oyLiBRkYK1vr+va8/m5jqDLl41XHqupeOzMkjD7kNhIn7O2j7Du/kFX3ejtrfYnQf+4v7Xy3Bz8LWjf7Tor0q7xNdBHf8Oa+729dHOuyWG9QSd9o3MhY+ZsA72hS0vluf0e5g0q/6jzBvfH4fH0WYCNl8I76zr3IyPmgo7Lt1CeKYPeBm1xT9e5J7bEev42H2Ijuu0htdUYF3vMeFR0jFOe4G+x2ZXL8TDlmX5mD+gn+fbKk2/Am8d3tXB/doboDnLvRzcH7WCuc1OXE/B4hl7TGY9KW3FcbENb5fHoFgF6XZUtoIffe0ONufkA8xrV5urmekk1XUCXSMpTnjwbvJ+sXozn8esHJqoxZY/iuRbbQP8eKH0Gf588qWWuPJZFdjmnmc511SlT2Pwt+X6CHBy0nRkA8kLhNwCEEEIIIYQYEVwAEEIIIYQQYkRwAUAIIYQQQogRwQUAIYQQQgghRoROqhDyP8698e7y2LIwKJjwkQ56uY/HoFfk+HzlsUxGT1Kom/L43sKQ1uTpe5RnmvkgfKFIpH5LHDZmEhFxL4FpMFO9ezL9wx9AH0p6RXnuT8cGUyN6YIMd0wZ6u8PewZBbeFcdjpWe+CH2DNFBzeR2+LcDpxt2yuNQIQn0+UcYIly/ZqkaczQNg5AR2c7Kc2cUhodTRuqgYfU5GEouSExSnoJMDCyWOYvbiUx3UmPuXcFA3s6md/R7W0WBTm2kw7CplXH+YhpjmNPjnBoiKeWxOdzxvvOUp3vgCNA+a3XYNGMQdnT6vrMOqluZYKg2qq4T6DfnTVJjkqvjiRzy9XfK034IBtMf99BBZp+Nvx8kbex9C3RQOzxvssrh/ouIOJta4r6snKA8y9bhOTnszDDlqVEuDPTlodiMq2KKDqjW3xkKes93LZTH4woeqx8ubFee3u++B9ow6ony2H2ITagqnroH+rV39UMHWn18BvTzgswFd/Aad76vLBL/CjZmLLs/Rnmyb7iD3vltZdDpuXicREQsrPA+n+ekG0Au/uIb0JMmjlWe6F547nf8FefCNEP/TdThRDBu9/MLyjPR/k3cjoMOUdsdx+vXc1KS8sR5Fj5EIi3dSv2MkL8afgNACCGEEEKIEcEFACGEEEIIIUYEFwCEEEIIIYQYEcwAkGJHch13yXUqbNJV5qj++aZj60D3utNPeaa+fgD0whp1lSduEL62fGhP5TEpUh7v1xVrwi9tqanGfDRmA+i0AF0HHZPrhNu1jVKeOylY9zyrzV7QG19vpsas/XUT6DfenqA8qZ54W/h061rlGbNgHGiT+CTl6eiFTZSC2mCjng9KYd2siEi+C9YZB7+tmzWVnI5Nsyb5HFCeRXPbgi6I03X433dZAfrdr0eDNs/SPRLde2LDOBNbXYuc7YM1zllOuplZSif8DObB+Lkdb+jmYeE9sEFWy/3vKY+JNdZKm89LU56mS94HXX7JDb0dB8wkpNUuCzqjsZ4bgyU2Vnvl7BDl8Y5MBr37+zXK07kRHgcL8yzluRWHc5zuhZ/b4aY+b5q4DgVtH6Y/w7TQHqCH1TyrPMdiMYNSYxUWwx85qO8lt09hU8Hab4YqT9ZmrE+3M9Gf4dEb2BTtZPUflWdoyXdBX/sSm7gle+vzsUIJzBL09LmqPDa+uH/7onSDKofOYaAtT5RSnuYlb4LuZ48ZhW3T2qkxjtXwOnswTtfYO5ni/uVb6HxT1Q/w+r31MTYze9B/mRpT6yE2yvvomm7S174+Njk8fE3PjfMtbAaXUq+M8pi8/VhERHLC0kRGqR8T8pfCbwAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjwsRgMOhCSEL+B7l586b4+flJY2kndiaOIiJiYqGfGb0nDOt2a/yon3ttE431oQWvJSpPAw98lvxg1zPK8+51zBekJuMzuNtVu63GnArzAT279i7lWVGlIuiMnrqfgOVYrLG3+MABdFJV/Wz+eD/83LWahShP0jSsl7+vH4Uu5lGYW3C+qW8jyRXx7wsWWAIrlsl6TGINfK3Mr9oT1QOf8e6xT58DqeXwvS1T9XZKrcCH7ScPxDmOq6OGyK7ei0C/X1n3SBh5E3Mgq7u/rjzj9+wGPXvKW6BtH2aoMcFDsA7ayzdWeR4+Lgna5Yh+nvj+WfNBlzLTz9kPzsWDZWWC89f1Cj7PX0RkvO8J0McSqimPeZGmF3EjdD21wQTP0W/3rVIee1P0NDo6HvSZ175SYyY+7AY6dmYl5bE8fAV06I86w1N6J55v9T+8DPrk2oZqTHINPGedL+v4XY1hWBt/OlTvn+/4MNAhH1RVnsqr8LyYeXgz6A8H6eLyiPZ4btlF6OslvRzOeamruoFJ8lDsgXCuvs4PvT4e80NZw/Hea7kWz2ERkXQPzC2Uuq5zIRYX8Lr7/OYJ5dmUhNf4xan1QSd769xFhcF4j7x1sIryeC+/C/pJN+1xXoP9A8xcdI+TJ10LfzdkJsbI7Z/nyY0bN6RGDZ0nIOSvgN8AEEIIIYQQYkRwAUAIIYQQQogRwQUAIYQQQgghRgQXAIQQQgghhBgRbARGih1mZTzE3LKwwYwhQ4fBqp3yB11lfYLyzNyLzcL67B2nPGeuYAAwcma68qQsx6CtVTSGyB7O1s1e1hxcg/vSrLPyNL0aAXrtKWWRniUjQZdYic2Qjn6lG4FVWYxNiyq01w2n9r6KATbba/q9yx7Dhk5x9R2UZ9ag9Xrgv5CUr5toXUitALphhwfKcygeQ3GJMbrJ1+EF34F+feK7ypO8D0OWq6tjwHdKy75qTM+yb4OuXEaHx78MKQ/acpEOS37drTvoxfu+AX0zW583m5vh+ZjnW055Jq86DHpBVDflabgDG4iVO6IDn+1m/wK6vT02Osq64aTGNK6Nx2rB/l7K43EeG1nZLIlWHrUve99Xr9lEYCg0eDzOX8v3Jqkxr7yPza0udNZ//6p60RG074wU5bkTgM2tCgwYjp07fqUa89HsEaBzHHWTqjh/bBZ2/tC3ytPgywmgbR7o7dx9xw10n/14b6uaqM/ZX4YvAT208mvKYzIAU/HJFXRDMc9/4Lk+Ze2ryvOkPwbcLU7hfLqdw3ufiIiTBf5XJa6ZDo8njML71tR+OkSdZ48B7gf9cf6aVMcgsYjI5Ui8zkoH5SpP5FBsDpf2SrbyGEwxHO52Rt974+oXzl9OdL7Iz+rHhPyl8BsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiGAjMFJseNoIzHfJSLEu7yoiIh7v5iifwQrrPIOHuShPyWpYf5l9opTyuHbEGvtVlTcqz7DRE0E/qY0ZgPKrdKOtvCplQT+up2vhDUXLa1vqul3PiVhLm+9iD3rFz8vUmJaHJ4C2u6ObaOU2TAXtsF83FEvBPmViUqBrkbPcMZNQdRlu98FHOoJUu2wU6KQ2OnfhdBwbV52/6qM8VQKwOdPuh+eU5/WR74C2jsb3ypyrm3HVdMb9O72ivvJYZOAt1SpeZwDeWoTN3zb6dwLdZOlFNaZoHX7+c/5+82001m6ndS1QntufVwZtlq63U2EHZmuyXfA8iWqlxxjM8HNXXZ6kPNFt8FosszVUeTqfwOZ5Gz7TGZmUCvj+mTUyQe99FWvaRUR6rcFcgLk+tcRzSRDojNf8lKfkpHDQOQV4sVZxeKzGBA/GC2bXkU3K071uR9Chi3Wd++0WP4D23ThWeXwXYM6n2eEw0GOdg9SYSLxUZU1CU+XZcawx6IU9dJOvGV8MBZ3sqyziXQ/vq5G/YI29RZ3n3OuKZAuslmnP9TN4H/CZqcNLdxZWBz311f2g5+/TmZn8Uvg7xu24vmcWFLmVjZyimzt+cbwr6Jp+YcqTOK8wP5SeGiOBJxeyERh5ofAbAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjgo3ASLGji+dN8ahQGEzN2KkDWVvWtwFdeUOS3si9RyAjx+gQcP4Cd9ADXHRzoR++Wwi671L0RA3CwKWISJYLhiUrbtP7V+eHG6CPLtZNveKbYdOixKoYxLUx0cHcql+ngT5wcLPydG7UBd+nha3y5BXJLbdsfl15TlzA8NryPdggyX+wbr52vVlV0F6+uonbO6Vxn6/tr6o8CW9h051eTXVjrbgBGNj2uodhv6hAHcKMcMcQa6nuccrzOA7D2LY3rJTnZgYGwTPdS4DecAP3X0TkxzQMZq5tpxtOJb+K87Uu4jflafpLAOiWtXVQ/XI4Nh1zCsHmR1U+DFJjQr7H4zBv3xrl6bscm3qlNqugPPczcU4bTrmkPLtv4v41rYRNyDYkNVJjLIr09EqrrZsIfnsbG6n1/6yW8ljn46/NsjbYFO/iF/XUmKHb94BuN2q08pSIxeD39LqXladry96gq64KU54Ce7xe12/BYPjhKy3UmOQKeC14nElSHqtpOIFLBr+hPDbuGNZNaJGnPAsq/QS63y/YmC43qKQak1AHw+y5G/SDHcxL4/0ut6FOIJc7gJ5+nfDc310fA94iIolZ1qCdj2cqT8g4bP63o39L5Tm2ewHoQZN0g7sM78JAeVY8/2tGXjz8BoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEi2AiMFBueNgKruXy42HgX1uynHPNQvho97uC4HbpGvOxXWFec1U7X+lomY91zciVr5Xn8Kta4VtyEtao9vjmqxliY4JhNU3SjoxKJWI8e1lm/95nB80EPbdIX9NqzW9WYfncH4AtzXJUnawo22cne5q48bnvugW5/PFh5vj72OuiqH2ODp/CxuslSni3ejs4NXaA8IXlYr+z/3bvKcyBgLujXfpysPPP6YSOjZU2agI5Yoc+tUqsx/GB1+KryWB51Bp03SjdS670Ta/PnHOwB+o1WunHZ4dWYAajUT8/55TtFaurN9O19UuNDoFct7ao8pjk4zrRbkcZ5eUU71Yl4TsXrJam2ztU4HcJzQEz036CKNiqrtEXXkd/vjeeA1SPcH6+5OjeQfxDP4xJmerspi7Ep1ZPauhb7+HA8t5r/jLmf1V1XqDFfVMWGceNu6yZVx5OxSdWBHY2V54uha0BPPNdPebw8MAdiPQEzKBmLstUY+QrvA5EDc5XF8Bi3Yxemj51DBGYAbKJ1vXxCdcwoTP4AGywunYj3MRGRxJGYXXJbpHM1Fjewfr/UXn18w2fj7wLLiZgFu3dHZ4W+eR3vEx8uHa48rkE4p5muFsrjeDsJdPznukFgqeGFeZK03AQ5Hb+ZjcDIC4XfABBCCCGEEGJEcAFACCGEEEKIEcEFACGEEEIIIUYEFwCEEEIIIYQYEQwBk2LD0xDw6J9biZuPg4iInGvipHwmFTDIJ1ExyrPn5gnQne/qIOTjn7xA2/XQ27EfjaFft00YwDsZVE2NKb8LL7nooTqUN6AaNgH6baIOBKZPwgZEzu8XafwVFavGhI3H4G22c4HyFFjja9UWPFGe2+8VCQ+b69vIrJY/g65qiYG7Kfd0IyFvO5y/mB66CVmOLwb13D9/oDx3E9xAn6mzSXnqLsZGZCZFMnkZZfTcDG+P583JMU2Ux+wyhtBDv9ch9Am1j4HeFlUXdPgt3YTMtEimsfw+HdTs+g1ud/8I3ZDILPAu6KRetZVHBuMxd+qNx25nyCk1pM7ZYaArTExSnttTsAHauR4Lled+LgY8c0QHjt+fNQa0y4YroDeF4nESEam7bwLoVrVvK89iT2wE1um9icpj5o/X1bsVcM5/iNZN+24HYaOoqgsilacgCa9nU2cn5TFZiydBwUj9cIBNJzaA7n4Lg/9zK2MjLhGRh7nYWOtwkg6exmY6gI5f7K08tuPwc4WfKq88y4cuBf25H4bbUzq/osYk9ksHXXKLvi98Pfcb0FOHPafZWjiG2VvsvgV62dlWaox5IgbBbaJ1g0Xr1x+Djo12Up5qX+K9La26Dsnb3Sy87tKy4+R0xA8MAZMXCr8BIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAjd5YSQ/3Guv+UiduaFzZbufFNJ/dxzH9YMJ83SNcQtJmANcfuPf1We397A9bHF2/pyuRuAtdouBmyiVaPqQzUm/z2s9TX3r6g8Gw63AF3QQ9ejW17EOnfnJ1jb/bxGWyWDcTvWT3KUJ6JdCdCq3l9EHMqkgu5RQTc2+uRgH9CVN2WAXrEFa4FFRMa90gn0vGs7tWcU1u5Xt3ukPKevVQEdV1M3JGrfH5tt3emOxzK6h65ftjfLAp3oq2uwL/6E2617SW9nrBOeF2u/7AL6/uffqTGdm/cAfXesblR24BWs5Q79RjdMspmM10zZXrrp2KhP74PuGBwHelOqpxrjuB0bnoXO139fqjo2FPTrXv7KY7q/JOjaw64rz8jJu0Av6YZZhywD1uWLiJhYYcjjwi5da966CeZL3EJSlSf8DJ4nHwQOBF3gieeIiEj5vZjXePfEIeWpbon3jsEjJyhPwg5L0GUeXlGelnPfB/3GiOOgR36lG+el1MT7gNsJ3cgqqxTWvpu76dyPoyneX7JddbOrbQkNQN//EJswVtiNTb9ERNJ+w/xBSgVlkVwD3ucj3tbvbXYbMyi3r+D1YhWpP/esQetBn0n1UZ4bSXjeuHys7/tPVuNn8HEKUZ633AsbBIYHZ8vpjurHhPyl8BsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCjcBIseFpI7BOG3qLY8XCoODq8keU7+PYhqC3XWigPE7XMNA7feKPyvPp10NAl/7+qvIYqmOAt8ASg2hu88LUmCdNk0CHrq+jPCVuY7jURGeApfySG6DvflodtO8M3egov0izoQ0PTyvP8Pu9QTdzvqc8d9IxgBoUW1Z59tRZBTrgAW63iTMGTUVEtn7TFrTr5RTl6b8Bj3lFy8fKM2blO6CXjFimPJ9MHgn6UVMMOVb+7KYaY6iCzeGiWjsqT7mdGEoefUAHPk+nYUjZokgXsit98eciIhG93EFbxelb91f/WAJ64mdjlSe+HYZUbQN1kNkyBbc9YuJu0I9yndSYHT9iENfwnD8vFW2u5rsyQXncv8f5O3tYh9lbdggCfeoAXkMbhixWY+7lYpj9g8P9lccsDXd6ZZ/lyuNkioHywUuwWVjRhm0iIqW/w8Z+if3qKo9jKIbkcx0slaf7Ajz3G1vra3PohgB8ochxsNU9yMTmcZHjMlmf+6Wt8N4RkVlSeR5n2oPu4K63s++d1qBd54SBvr/UV41xOYPnRFID3SjP6QwGb187qO9/K25hkzaLS7i/+XrKxT4crwWLDH0zTh6EYfGghuuVp/3tHqBbuwUrz9oDhXOTExMjkQvnsREYeaHwGwBCCCGEEEKMCC4ACCGEEEIIMSLYB4AUG7Kzs0VEJDXyn2Uht7L0c+zj4vGr6pzoGOXJisdTPyJYPyc+Kx7HpeUnKo8hA8tPCnJxTV3ivh6TZsCylpzIWOWRJ/j89ueVABXdn5xHv7+/+Qb8qvrO3VzlSY2MBx2boJ+FnpSJvQKy4vV358E2uO3UqN/fbmZCkc+QqZ8JHhWCpRImFtnKk/0EtxMWrD0ZKejJicESoOce70w8Lllx+rxJy8Zn5kcE6+fCx2UU6QVR5ACnZT9RY7KfYCmCIVGXAD0IxushM1Gf+zmROBdmcbpXQH4abjs6JB10XJ7+21FWHL7X80qAcop+zqxk5Sl6zWTH6s+QeC8JPY/Rcy9Y3xce5uGxet59wSwDd/p55429KZ7XRT/380qA0gpwf593XMwycP/yTPQz6WNC8Hq4b6U/p5qvIsfBTFddiSTjcUl8zn3L3BLfO0lPjaQVuR/HpDznmf7peL+zvI87lJmk5yY1B6+pjGQT5THLxftLTKh+7+yHeL/Of4LndYGecjFPwmshN1PfjLMicDs3HfVxSQ/Dz/A4Rd//cmIKP3tuXKH36e88Ql4EzACQYsOuXbukR48eL3s3CCGEkBfOzp07pXv37i97N8j/UbgAIMWGpKQkOXXqlOTk5Ejfvn1l586d4uOjuzKS/57Q0FDp0aMH5/gFwfl98XCOXzyc4xdDdna2PHz4UFq2bClOTk4ve3fI/1FYAkSKDU5OTtK9e3e5ebPwyRI+Pj58QsILhnP8YuH8vng4xy8ezvFfT926+klRhPyVMARMCCGEEEKIEcEFACGEEEIIIUYEFwCEEEIIIYQYEVwAkGKHq6urTJ8+XVxdXX/fTP4UnOMXC+f3xcM5fvFwjgkpvvApQIQQQgghhBgR/AaAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAUG7Kzs2Xq1KlSpkwZsba2lkaNGsmRI0de9m4VOy5evCgBAQFSo0YNsbW1FS8vL+nbt68EBwcr7+3bt6VDhw5iZ2cnzs7OMnjwYHny5MlL2Oviz+zZs8XExET8/PzUz86cOSPNmzcXGxsb8fDwkPHjx0taWtpL2Mvix5UrV6Rbt27i7OwsNjY24ufnJ19//TV4OL9/jpCQEOnfv794enqKjY2NVK1aVWbMmCEZGRng4/wSUvzgU4BIsWHAgAGybds2mTBhglSuXFnWrFkjFy9elBMnTkjz5s1f9u4VG9544w05ffq09OnTR2rWrCkxMTHy7bffSlpampw7d+7Zf1AjIyOlTp064ujo+OwX+vz588XLy0suXLgglpaWL/mTFB8iIyPF19dXTExMxNvbW27cuPHsZ0FBQdKkSROpVq2ajBo1SiIjI2X+/PnSunVrOXDgwEvc6/99Dh8+LF27dpU6depIv379xM7OTu7duycFBQUyd+5cEeH8/lkePnwoNWvWFEdHRxk9erQ4OzvL2bNnZc2aNdKtWzfZtWuXiHB+CSm2GAgpBpw/f94gIoZ58+Y9ey0zM9NQqVIlQ5MmTV7inhU/Tp8+bcjOzobXgoODDSVKlDAMHDjw2WtjxowxWFtbG8LDw5+9duTIEYOIGJYvX/637e//Bfr162do06aNoWXLloYaNWrAzzp27GgoXbq0ITk5+dlrK1euNIiI4dChQ3/3rhYbkpOTDe7u7oaePXsa8vPz/62P8/vnmD17tkFEDDdu3IDXhwwZYhARQ0JCgsFg4PwSUlxhCRApFmzbtk3MzMxk1KhRz16zsrISf39/OXv2rDx8+PAl7l3xomnTpuqv95UrV5YaNWrI7du3n722fft26dKli3h5eT17rW3btlKlShXZunXr37a/xZ1ffvlFtm3bJosXL1Y/S0lJkSNHjsigQYPEwcHh2etDhgwROzs7zvN/YOPGjRIbGyuzZ88WU1NTSU9Pl4KCAvBwfv88KSkpIiLi7u4Or5cuXVpMTU3F0tKS80tIMYYLAFIsCAwMlCpVqsAvGRGRhg0bikjh19Dkz2MwGCQ2NlZKlSolIiJRUVHy+PFjqV+/vvI2bNhQAgMD/+5dLJbk5+fLuHHjZMSIEfLKK6+on1+/fl3y8vLUPFtaWkrt2rU5z/+Bo0ePioODg0RFRYmvr6/Y2dmJg4ODjBkzRrKyskSE8/vf0KpVKxER8ff3l6CgIHn48KFs2bJFvvvuOxk/frzY2tpyfgkpxnABQIoFjx49ktKlS6vXn74WHR39d+/S/yk2bNggUVFR0q9fPxEpnG8R+bdznpCQINnZ2X/rPhZHli1bJuHh4TJz5szn/vz35pnn9b8nJCRE8vLypHv37vL666/L9u3bZfjw4bJs2TIZNmyYiHB+/xs6dOggM2fOlCNHjkidOnXEy8tL+vfvL+PGjZNFixaJCOeXkOKM+cveAUL+f8jMzJQSJUqo162srJ79nPw57ty5I2PHjpUmTZrI0KFDReSf8/l7c/68n5NC4uPjZdq0afLJJ5+Iq6vrcz2/N888r/89aWlpkpGRIaNHj3721J9evXpJTk6OLF++XGbMmMH5/S/x9vaWFi1aSO/evcXFxUX27dsnc+bMEQ8PDwkICOD8ElKM4QKAFAusra2f+xfnp1/1W1tb/9279H+CmJgY6dy5szg6Oj7LWYj8cz4553+ejz/+WJydnWXcuHH/1vN788w5/vc8nZsBAwbA62+++aYsX75czp49KzY2NiLC+f0zbN68WUaNGiXBwcHi6ekpIoULrIKCApk6daoMGDCA5y8hxRiWAJFiQenSpZ993fyvPH2tTJkyf/cuFXuSk5OlY8eOkpSUJAcPHoQ5fPqV/r+bc2dnZ/71/z8QEhIiK1askPHjx0t0dLSEhYVJWFiYZGVlSW5uroSFhUlCQsLvzjPP63/P07kpGlJ1c3MTEZHExETO73/B0qVLpU6dOs/+8/+Ubt26SUZGhgQGBnJ+CSnGcAFAigW1a9eW4ODgZ0+meMr58+ef/Zz8/5OVlSVdu3aV4OBg2bt3r1SvXh1+XrZsWXF1dZVLly6psRcuXOB8/w5RUVFSUFAg48ePlwoVKjz7d/78eQkODpYKFSrIjBkzxM/PT8zNzdU85+TkSFBQEOf5P1CvXj0RKZzrf+Vp3bmrqyvn978gNjZW8vPz1eu5ubkiIpKXl8f5JaQYwwUAKRa88cYbkp+fLytWrHj2WnZ2tvzwww/SqFEjKVeu3Evcu+JFfn6+9OvXT86ePSs//fSTNGnS5Lm+3r17y969e+ERq8eOHZPg4GDp06fP37W7xRI/Pz/ZsWOH+lejRg3x8vKSHTt2iL+/vzg6Okrbtm1l/fr1kpqa+mz8unXrJC0tjfP8H+jbt6+IiKxevRpeX7VqlZibm0urVq04v/8FVapUkcDAQNUhfNOmTWJqavqsSRjnl5DiCTsBk2JD3759ZceOHTJx4kTx8fGRtWvXyoULF+TYsWPSokWLl717xYYJEybIV199JV27dn32n6h/ZdCgQSJS2Am0Tp064uTkJO+++66kpaXJvHnzxNPTUy5evMgSoD9Bq1atJC4uDjoBX7lyRZo2bSrVq1d/1kl1wYIF0qJFCzl06NBL3Nv/ffz9/eX777+Xvn37SsuWLeXkyZPy008/yYcffihz5swREc7vn+WXX36RNm3aiIuLiwQEBIiLi4vs3btXDhw4ICNGjJCVK1eKCOeXkGLLS25ERsj/N5mZmYZJkyYZPDw8DCVKlDA0aNDAcPDgwZe9W8WOli1bGkTk3/77V27cuGFo3769wcbGxuDk5GQYOHCgISYm5iXtefHneZ2ADQaD4ddffzU0bdrUYGVlZXB1dTWMHTvWkJKS8hL2sHiRk5Nj+PTTTw3ly5c3WFhYGHx8fAyLFi1SPs7vn+P8+fOGjh07Gjw8PAwWFhaGKlWqGGbPnm3Izc0FH+eXkOIHvwEghBBCCCHEiGAGgBBCCCGEECOCCwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECOCCwBCCCGEEEKMCC4ACCGEEEIIMSK4ACCEEEIIIcSI4AKAEEIIIYQQI4ILAEIIIYQQQowILgAIIYQQQggxIrgAIIQQQgghxIjgAoAQQgghhBAjggsAQgghhBBCjAguAAghhBBCCDEiuAAghBBCCCHEiOACgBBCCCGEECPi/wGaewkl2C0MTAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Create initial random pixel distribution \n", "x0 = np.random.rand(x_pixel, y_pixel) \n", "x0_flatten = x0.flatten()\n", "\n", "fig = plt.figure() \n", "plt.imshow(x0)" ] }, { "cell_type": "code", "execution_count": 134, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:31:06.716219Z", "start_time": "2025-10-09T11:31:06.294151Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:23:54.483255Z", "iopub.status.busy": "2026-02-06T10:23:54.482758Z", "iopub.status.idle": "2026-02-06T10:23:54.842180Z", "shell.execute_reply": "2026-02-06T10:23:54.840687Z", "shell.execute_reply.started": "2026-02-06T10:23:54.483255Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 134, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#create target matrix (central cricular pattern) \n", "xi = np.arange(x_pixel)\n", "yi = np.arange(y_pixel)\n", "XX, YY = np.meshgrid(xi,yi)\n", "\n", "target = np.zeros((x_pixel, y_pixel))\n", "target[np.where(((XX-x_pixel/2)**2 + (YY-y_pixel/2)**2) < 10**2)] = 1 \n", "\n", "target_flat = target.flatten()\n", "\n", "fig = plt.figure() \n", "plt.imshow(target)" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:08:54.162144Z", "start_time": "2025-09-29T11:08:40.808477Z" } }, "source": [ "## Optimization framework\n", "\n", "The optimization framework passes through the definition of loss functions. Here simply they compare the propagation against a defined target. The loss function takes the propagation method as parameter, so it that different parameters can be tested. " ] }, { "cell_type": "code", "execution_count": 82, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:31:12.697350Z", "start_time": "2025-10-09T11:31:12.654796Z" }, "execution": { "iopub.execute_input": "2026-02-06T09:59:44.205942Z", "iopub.status.busy": "2026-02-06T09:59:44.205444Z", "iopub.status.idle": "2026-02-06T09:59:44.457339Z", "shell.execute_reply": "2026-02-06T09:59:44.455883Z", "shell.execute_reply.started": "2026-02-06T09:59:44.205942Z" } }, "outputs": [], "source": [ "#Define loss functions \n", "def mseloss(x, mask, screen, wavelength, target, propag=\"bluestein\"): \n", " import jax.numpy as jnp \n", " \n", " prop_x = jnp.abs(moe.optimizer.propagate(jnp.reshape(x, (len(screen.x), len(screen.y))), mask, screen, wavelength, propagation_method=propag))\n", " \n", " diff = jnp.abs(prop_x/jnp.sum(prop_x) - target/jnp.max(target))**2\n", " \n", " res = jnp.mean(diff)\n", "\n", " return res\n", "\n", "\n", "def logloss(x, mask, screen, wavelength, target=target_flat, propag=\"bluestein\", use_timer=True): \n", " import jax.numpy as jnp \n", " \n", " prop_x = jnp.abs(moe.optimizer.propagate(jnp.reshape(x, (x_pixel, y_pixel)), mask, screen, wavelength, propagation_method=propag, use_timer=use_timer).flatten())\n", " prop_x = jnp.reshape(prop_x, (x_pixel, y_pixel))\n", " midx, midy = int(x_pixel/2), int(y_pixel/2)\n", " target = jnp.reshape(target, (x_pixel, y_pixel))\n", " \n", " res = jnp.log(np.sum(((prop_x/jnp.max(prop_x)/(prop_x[(midx,midy)]/jnp.max(prop_x)) - target/jnp.max(target))**2)))\n", " \n", " return res" ] }, { "cell_type": "code", "execution_count": 83, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:31:12.946356Z", "start_time": "2025-10-09T11:31:12.703359Z" }, "execution": { "iopub.execute_input": "2026-02-06T09:59:44.458334Z", "iopub.status.busy": "2026-02-06T09:59:44.457837Z", "iopub.status.idle": "2026-02-06T09:59:44.672892Z", "shell.execute_reply": "2026-02-06T09:59:44.670901Z", "shell.execute_reply.started": "2026-02-06T09:59:44.458334Z" } }, "outputs": [], "source": [ "# Create Aperture\n", "aperture = moe.generate.create_empty_aperture(-aperture_width/2, aperture_width/2, x_pixel, -aperture_height/2, aperture_height/2, y_pixel)" ] }, { "cell_type": "code", "execution_count": 84, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:31:13.182012Z", "start_time": "2025-10-09T11:31:12.949358Z" }, "execution": { "iopub.execute_input": "2026-02-06T09:59:44.673390Z", "iopub.status.busy": "2026-02-06T09:59:44.673390Z", "iopub.status.idle": "2026-02-06T09:59:44.915329Z", "shell.execute_reply": "2026-02-06T09:59:44.913835Z", "shell.execute_reply.started": "2026-02-06T09:59:44.673390Z" } }, "outputs": [], "source": [ "# Creates a screen in YZ plane with [-aperture_height/2, aperture_height/2] at zdist \n", "ymin, ymax = -aperture_height/2, aperture_height/2\n", "xmin, xmax = -aperture_width/2, aperture_width/2\n", "\n", "zdist = 0.00015\n", "\n", "x = np.linspace(xmin, xmax, x_pixel)\n", "y = np.linspace(ymin, ymax, y_pixel)\n", "z = np.array([zdist])\n", "\n", "screen = moe.Screen(x,y,z)" ] }, { "cell_type": "code", "execution_count": 85, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:31:13.182012Z", "start_time": "2025-10-09T11:31:12.949358Z" }, "execution": { "iopub.execute_input": "2026-02-06T09:59:44.916324Z", "iopub.status.busy": "2026-02-06T09:59:44.916324Z", "iopub.status.idle": "2026-02-06T09:59:47.389969Z", "shell.execute_reply": "2026-02-06T09:59:47.388974Z", "shell.execute_reply.started": "2026-02-06T09:59:44.916324Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.015930\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.040322\n", "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.015930\n", "Elapsed: 0:00:00.040323\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.040326\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.017424\n", "Elapsed: 0:00:00.045301\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.039852\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.014934\n", "Elapsed: 0:00:00.039327\n", "Elapsed: 0:00:00.016428\n", "Elapsed: 0:00:00.014438\n", "Elapsed: 0:00:00.046794\n", "Elapsed: 0:00:00.019913\n", "Elapsed: 0:00:00.016926\n", "Elapsed: 0:00:00.039328\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.038830\n", "Elapsed: 0:00:00.014934\n", "Elapsed: 0:00:00.016926\n", "Elapsed: 0:00:00.041318\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.040821\n", "Elapsed: 0:00:00.015930\n", "Elapsed: 0:00:00.029371\n", "Elapsed: 0:00:00.041319\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.013939\n", "Elapsed: 0:00:00.050279\n", "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.027401\n", "Elapsed: 0:00:00.040821\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.013938\n", "Elapsed: 0:00:00.038829\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.039328\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.013938\n", "Elapsed: 0:00:00.039328\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.038830\n", "`ftol` termination condition is satisfied.\n", "Function evaluations 18, initial cost 4.6493e-04, final cost 4.6108e-04, first-order optimality 6.27e-09.\n" ] } ], "source": [ "#optimize using the optimizer module and Bluestein propagation (default) \n", "# the initial guess is the randomly initialized x0 \n", "solution = moe.optimizer.optimize(mseloss, x0_flatten, args1=[aperture, screen, wavelength, target], verbose = 1, ftol=1e-4, )" ] }, { "cell_type": "code", "execution_count": 86, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:31:13.182012Z", "start_time": "2025-10-09T11:31:12.949358Z" }, "execution": { "iopub.execute_input": "2026-02-06T09:59:47.391463Z", "iopub.status.busy": "2026-02-06T09:59:47.390965Z", "iopub.status.idle": "2026-02-06T09:59:47.815604Z", "shell.execute_reply": "2026-02-06T09:59:47.814608Z", "shell.execute_reply.started": "2026-02-06T09:59:47.391463Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = solution.x\n", "xar = np.reshape(x, (x_pixel, y_pixel))\n", "\n", "#just for plotting the phase with dimensions \n", "aperture.aperture = xar \n", "moe.plotting.plot_aperture(aperture)" ] }, { "cell_type": "code", "execution_count": 87, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T09:59:47.816599Z", "iopub.status.busy": "2026-02-06T09:59:47.816101Z", "iopub.status.idle": "2026-02-06T09:59:48.726606Z", "shell.execute_reply": "2026-02-06T09:59:48.725610Z", "shell.execute_reply.started": "2026-02-06T09:59:47.816599Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.015431\n", "Elapsed: 0:00:00.014934\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Target')" ] }, "execution_count": 87, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure() \n", "xar2 = np.reshape(x0_flatten, (x_pixel, y_pixel))\n", "plt.imshow(xar2) \n", "plt.title(\"Initial random mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar2, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from initial mask\")\n", "\n", "\n", "fig = plt.figure() \n", "xar3 = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar3) \n", "plt.title(\"Final optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.reshape(target, (x_pixel, y_pixel)) )\n", "plt.title(\"Target\")" ] }, { "cell_type": "code", "execution_count": 88, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T09:59:48.727602Z", "iopub.status.busy": "2026-02-06T09:59:48.727602Z", "iopub.status.idle": "2026-02-06T09:59:49.089019Z", "shell.execute_reply": "2026-02-06T09:59:49.088020Z", "shell.execute_reply.started": "2026-02-06T09:59:48.727602Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Optimization with logging \n", "\n", "The optimizer module provides an embedded logger to allow to track the optimization loss and store the parameters at each iteration step. " ] }, { "cell_type": "code", "execution_count": 89, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T09:59:49.090011Z", "iopub.status.busy": "2026-02-06T09:59:49.090011Z", "iopub.status.idle": "2026-02-06T09:59:49.340908Z", "shell.execute_reply": "2026-02-06T09:59:49.339913Z", "shell.execute_reply.started": "2026-02-06T09:59:49.090011Z" } }, "outputs": [], "source": [ "# x0_flatten is your initial guess vector\n", "logger, logfile_txt, logfile_bin, batch_list, iter_counter, batch_size, fh = moe.optimizer.setup_optimizer_logger_batch( x_size=len(x0_flatten), \\\n", " batch_size=1, log_dir=\"logs\", name=\"test\")\n", "\n" ] }, { "cell_type": "code", "execution_count": 90, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T09:59:49.342402Z", "iopub.status.busy": "2026-02-06T09:59:49.342402Z", "iopub.status.idle": "2026-02-06T09:59:51.839442Z", "shell.execute_reply": "2026-02-06T09:59:51.837949Z", "shell.execute_reply.started": "2026-02-06T09:59:49.342402Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.016428\n", "Elapsed: 0:00:00.014936\n", "Elapsed: 0:00:00.040821\n", "Elapsed: 0:00:00.014933\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.040820\n", "Elapsed: 0:00:00.016421\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.041815\n", "Elapsed: 0:00:00.014438\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.040323\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.014934\n", "Elapsed: 0:00:00.039326\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.013939\n", "Elapsed: 0:00:00.038830\n", "Elapsed: 0:00:00.018419\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.039325\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.039327\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.038829\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.014435\n", "Elapsed: 0:00:00.038829\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.013939\n", "Elapsed: 0:00:00.039328\n", "Elapsed: 0:00:00.013939\n", "Elapsed: 0:00:00.013939\n", "Elapsed: 0:00:00.038830\n", "Elapsed: 0:00:00.018916\n", "Elapsed: 0:00:00.013939\n", "Elapsed: 0:00:00.038830\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.046296\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.018917\n", "Elapsed: 0:00:00.041320\n", "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.014431\n", "Elapsed: 0:00:00.039825\n", "Elapsed: 0:00:00.015930\n", "Elapsed: 0:00:00.018420\n", "Elapsed: 0:00:00.061232\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.017921\n", "Elapsed: 0:00:00.059239\n", "`ftol` termination condition is satisfied.\n", "Function evaluations 18, initial cost 4.6493e-04, final cost 4.6108e-04, first-order optimality 6.27e-09.\n" ] } ], "source": [ "#optimize using the optimizer module and Bluestein propagation (default) \n", "# the initial guess is the randomly initialized x0 \n", "solution = moe.optimizer.optimize(mseloss, x0_flatten, args1=[aperture, screen, wavelength, target], verbose = 1, ftol=1e-4, logger=logger, \\\n", " logfile_bin=logfile_bin, batch_list=batch_list, batch_size=batch_size, iter_counter=iter_counter, fh=fh)" ] }, { "cell_type": "code", "execution_count": 91, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T09:59:51.840439Z", "iopub.status.busy": "2026-02-06T09:59:51.840439Z", "iopub.status.idle": "2026-02-06T09:59:52.823625Z", "shell.execute_reply": "2026-02-06T09:59:52.822629Z", "shell.execute_reply.started": "2026-02-06T09:59:51.840439Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.026882\n", "Elapsed: 0:00:00.018918\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Target')" ] }, "execution_count": 91, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = solution.x\n", "xar = np.reshape(x, (x_pixel, y_pixel))\n", "\n", "fig = plt.figure() \n", "xar2 = np.reshape(x0_flatten, (x_pixel, y_pixel))\n", "plt.imshow(xar2) \n", "plt.title(\"Initial random mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar2, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from initial mask\")\n", "\n", "\n", "fig = plt.figure() \n", "xar3 = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar3) \n", "plt.title(\"Final optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.reshape(target, (x_pixel, y_pixel)) )\n", "plt.title(\"Target\")" ] }, { "cell_type": "code", "execution_count": 92, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T09:59:52.824620Z", "iopub.status.busy": "2026-02-06T09:59:52.824620Z", "iopub.status.idle": "2026-02-06T09:59:53.210427Z", "shell.execute_reply": "2026-02-06T09:59:53.208934Z", "shell.execute_reply.started": "2026-02-06T09:59:52.824620Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:08:54.162144Z", "start_time": "2025-09-29T11:08:40.808477Z" } }, "source": [ "### Optimization with different forward propagators \n", "\n", "Below we demonstrate several optimizations using Bluestein, ASM and SASM propagators in the forward step. All of them yield acceptable inverse designed masks. " ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:08:54.162144Z", "start_time": "2025-09-29T11:08:40.808477Z" } }, "source": [ "#### Bluestein (default) " ] }, { "cell_type": "code", "execution_count": 93, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:32:52.853347Z", "start_time": "2025-10-09T11:31:13.186014Z" }, "execution": { "iopub.execute_input": "2026-02-06T09:59:53.211423Z", "iopub.status.busy": "2026-02-06T09:59:53.210925Z", "iopub.status.idle": "2026-02-06T10:01:22.784338Z", "shell.execute_reply": "2026-02-06T10:01:22.783345Z", "shell.execute_reply.started": "2026-02-06T09:59:53.211423Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "`ftol` termination condition is satisfied.\n", "Function evaluations 697, initial cost 4.0572e+01, final cost 3.6896e+00, first-order optimality 9.81e-04.\n" ] } ], "source": [ "#optimize using the optimizer module and Bluestein propagation (default) \n", "# the initial guess is the randomly initialized x0 \n", "solution = moe.optimizer.optimize(logloss, x0_flatten, args1=[aperture, screen, wavelength, target, \"bluestein\", False], verbose = 1, ftol=1e-4)" ] }, { "cell_type": "code", "execution_count": 94, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:32:53.983656Z", "start_time": "2025-10-09T11:32:52.864358Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:01:22.785832Z", "iopub.status.busy": "2026-02-06T10:01:22.785335Z", "iopub.status.idle": "2026-02-06T10:01:23.219927Z", "shell.execute_reply": "2026-02-06T10:01:23.217439Z", "shell.execute_reply.started": "2026-02-06T10:01:22.785832Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = solution.x\n", "xar = np.reshape(x, (x_pixel, y_pixel))\n", "\n", "#just for plotting the phase with dimensions \n", "aperture.aperture = xar \n", "moe.plotting.plot_aperture(aperture)" ] }, { "cell_type": "code", "execution_count": 95, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:32:53.983656Z", "start_time": "2025-10-09T11:32:52.864358Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:01:23.222914Z", "iopub.status.busy": "2026-02-06T10:01:23.221919Z", "iopub.status.idle": "2026-02-06T10:01:24.198135Z", "shell.execute_reply": "2026-02-06T10:01:24.197139Z", "shell.execute_reply.started": "2026-02-06T10:01:23.222416Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.016428\n", "Elapsed: 0:00:00.014935\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Target')" ] }, "execution_count": 95, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure() \n", "xar2 = np.reshape(x0_flatten, (x_pixel, y_pixel))\n", "plt.imshow(xar2) \n", "plt.title(\"Initial random mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar2, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from initial mask\")\n", "\n", "\n", "fig = plt.figure() \n", "xar3 = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar3) \n", "plt.title(\"Final optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.reshape(target, (x_pixel, y_pixel)) )\n", "plt.title(\"Target\")" ] }, { "cell_type": "code", "execution_count": 96, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:01:24.199131Z", "iopub.status.busy": "2026-02-06T10:01:24.199131Z", "iopub.status.idle": "2026-02-06T10:01:24.607837Z", "shell.execute_reply": "2026-02-06T10:01:24.606343Z", "shell.execute_reply.started": "2026-02-06T10:01:24.199131Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:08:54.162144Z", "start_time": "2025-09-29T11:08:40.808477Z" } }, "source": [ "#### ASM" ] }, { "cell_type": "code", "execution_count": 97, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:22.728218Z", "start_time": "2025-10-09T11:32:53.989655Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:01:24.609330Z", "iopub.status.busy": "2026-02-06T10:01:24.608832Z", "iopub.status.idle": "2026-02-06T10:03:05.277012Z", "shell.execute_reply": "2026-02-06T10:03:05.273528Z", "shell.execute_reply.started": "2026-02-06T10:01:24.609330Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "`ftol` termination condition is satisfied.\n", "Function evaluations 510, initial cost 4.1513e+01, final cost 3.5448e+00, first-order optimality 1.45e-03.\n" ] } ], "source": [ "#optimize using the optimizer module and Bluestein propagation (default) \n", "# the initial guess is the randomly initialized x0 \n", "solution = moe.optimizer.optimize(logloss, x0_flatten, args1=[aperture, screen, wavelength, target, \"ASM\", False], verbose = 1, ftol=1e-4,)" ] }, { "cell_type": "code", "execution_count": 98, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:22.728218Z", "start_time": "2025-10-09T11:32:53.989655Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:03:05.279501Z", "iopub.status.busy": "2026-02-06T10:03:05.278506Z", "iopub.status.idle": "2026-02-06T10:03:05.734008Z", "shell.execute_reply": "2026-02-06T10:03:05.731020Z", "shell.execute_reply.started": "2026-02-06T10:03:05.279501Z" }, "scrolled": true }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = solution.x\n", "xar = np.reshape(x, (x_pixel, y_pixel))\n", "\n", "#just for plotting the phase with dimensions \n", "aperture.aperture = xar \n", "moe.plotting.plot_aperture(aperture)" ] }, { "cell_type": "code", "execution_count": 99, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:22.728218Z", "start_time": "2025-10-09T11:32:53.989655Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:03:05.736497Z", "iopub.status.busy": "2026-02-06T10:03:05.735501Z", "iopub.status.idle": "2026-02-06T10:03:06.739600Z", "shell.execute_reply": "2026-02-06T10:03:06.738605Z", "shell.execute_reply.started": "2026-02-06T10:03:05.736497Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.024393\n", "Elapsed: 0:00:00.015432\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Target')" ] }, "execution_count": 99, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure() \n", "xar2 = np.reshape(x0_flatten, (x_pixel, y_pixel))\n", "plt.imshow(xar2) \n", "plt.title(\"Initial random mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar2, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from initial mask\")\n", "\n", "\n", "fig = plt.figure() \n", "xar3 = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar3) \n", "plt.title(\"Final optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.reshape(target, (x_pixel, y_pixel)) )\n", "plt.title(\"Target\")" ] }, { "cell_type": "code", "execution_count": 100, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:03:06.740596Z", "iopub.status.busy": "2026-02-06T10:03:06.740596Z", "iopub.status.idle": "2026-02-06T10:03:07.128396Z", "shell.execute_reply": "2026-02-06T10:03:07.126902Z", "shell.execute_reply.started": "2026-02-06T10:03:06.740596Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:08:54.162144Z", "start_time": "2025-09-29T11:08:40.808477Z" } }, "source": [ "#### SASM" ] }, { "cell_type": "code", "execution_count": 101, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:22.728218Z", "start_time": "2025-10-09T11:32:53.989655Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:03:07.129391Z", "iopub.status.busy": "2026-02-06T10:03:07.128893Z", "iopub.status.idle": "2026-02-06T10:05:08.145683Z", "shell.execute_reply": "2026-02-06T10:05:08.143692Z", "shell.execute_reply.started": "2026-02-06T10:03:07.129391Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "`ftol` termination condition is satisfied.\n", "Function evaluations 530, initial cost 4.0713e+01, final cost 3.9720e+00, first-order optimality 9.30e-04.\n" ] } ], "source": [ "#optimize using the optimizer module and Bluestein propagation (default) \n", "# the initial guess is the randomly initialized x0 \n", "solution = moe.optimizer.optimize(logloss, x0_flatten, args1=[aperture, screen, wavelength, target, \"SASM\", False], verbose = 1, ftol=1e-4,)" ] }, { "cell_type": "code", "execution_count": 102, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:22.728218Z", "start_time": "2025-10-09T11:32:53.989655Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:05:08.147177Z", "iopub.status.busy": "2026-02-06T10:05:08.146679Z", "iopub.status.idle": "2026-02-06T10:05:08.542944Z", "shell.execute_reply": "2026-02-06T10:05:08.541450Z", "shell.execute_reply.started": "2026-02-06T10:05:08.147177Z" }, "scrolled": true }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = solution.x\n", "xar = np.reshape(x, (x_pixel, y_pixel))\n", "\n", "#just for plotting the phase with dimensions \n", "aperture.aperture = xar \n", "moe.plotting.plot_aperture(aperture)" ] }, { "cell_type": "code", "execution_count": 103, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:22.728218Z", "start_time": "2025-10-09T11:32:53.989655Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:05:08.543442Z", "iopub.status.busy": "2026-02-06T10:05:08.543442Z", "iopub.status.idle": "2026-02-06T10:05:09.453948Z", "shell.execute_reply": "2026-02-06T10:05:09.452953Z", "shell.execute_reply.started": "2026-02-06T10:05:08.543442Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.017424\n", "Elapsed: 0:00:00.015930\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Target')" ] }, "execution_count": 103, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure() \n", "xar2 = np.reshape(x0_flatten, (x_pixel, y_pixel))\n", "plt.imshow(xar2) \n", "plt.title(\"Initial random mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar2, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from initial mask\")\n", "\n", "\n", "fig = plt.figure() \n", "xar3 = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar3) \n", "plt.title(\"Final optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.reshape(target, (x_pixel, y_pixel)) )\n", "plt.title(\"Target\")" ] }, { "cell_type": "code", "execution_count": 104, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:22.728218Z", "start_time": "2025-10-09T11:32:53.989655Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:05:09.454944Z", "iopub.status.busy": "2026-02-06T10:05:09.454944Z", "iopub.status.idle": "2026-02-06T10:05:09.804909Z", "shell.execute_reply": "2026-02-06T10:05:09.803913Z", "shell.execute_reply.started": "2026-02-06T10:05:09.454944Z" }, "scrolled": true }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:08:54.162144Z", "start_time": "2025-09-29T11:08:40.808477Z" } }, "source": [ "### Loss function engineering \n", "We can alter the loss function for whatever suits us best " ] }, { "cell_type": "code", "execution_count": 107, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:22.728218Z", "start_time": "2025-10-09T11:32:53.989655Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:08:40.638047Z", "iopub.status.busy": "2026-02-06T10:08:40.637051Z", "iopub.status.idle": "2026-02-06T10:08:40.939724Z", "shell.execute_reply": "2026-02-06T10:08:40.937234Z", "shell.execute_reply.started": "2026-02-06T10:08:40.638047Z" }, "scrolled": true }, "outputs": [], "source": [ "def logloss2(x, mask, screen, wavelength, target, propag, use_timer): \n", " import jax.numpy as jnp \n", " \n", " prop_x = jnp.abs(moe.optimizer.propagate(np.reshape(x, (len(screen.x), len(screen.y))), mask, screen, wavelength, propagation_method=propag , use_timer=use_timer))\n", " \n", " diff = jnp.abs(prop_x/prop_x[int(len(screen.x)/2), int(len(screen.y)/2)] - target/jnp.max(target))**2\n", " \n", " res = jnp.log(jnp.sum(diff))\n", "\n", " return res" ] }, { "cell_type": "code", "execution_count": 108, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:22.728218Z", "start_time": "2025-10-09T11:32:53.989655Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:08:41.376806Z", "iopub.status.busy": "2026-02-06T10:08:41.375810Z", "iopub.status.idle": "2026-02-06T10:08:53.976023Z", "shell.execute_reply": "2026-02-06T10:08:53.975027Z", "shell.execute_reply.started": "2026-02-06T10:08:41.376806Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "`ftol` termination condition is satisfied.\n", "Function evaluations 66, initial cost 3.9460e+01, final cost 3.6099e+00, first-order optimality 5.52e-03.\n" ] } ], "source": [ "## Optimization with ASM \n", "x0 = np.random.rand(x_pixel, y_pixel) \n", "x0_flatten = x0.flatten()\n", "\n", "x = np.linspace(xmin, xmax, x_pixel)\n", "y = np.linspace(ymin, ymax, y_pixel)\n", "z = np.array([zdist])\n", "\n", "screen = moe.Screen(x,y,z)\n", "\n", "aperture = moe.generate.create_empty_aperture(-aperture_width/2, aperture_width/2, x_pixel, -aperture_height/2, aperture_height/2, y_pixel)\n", "\n", "solution = moe.optimizer.optimize(logloss2, x0_flatten, args1=[aperture, screen, wavelength, target, \"ASM\", False], verbose = 1, ftol=1e-3,)\n" ] }, { "cell_type": "code", "execution_count": 109, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:24.317183Z", "start_time": "2025-10-09T11:33:22.733227Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:08:53.977516Z", "iopub.status.busy": "2026-02-06T10:08:53.977516Z", "iopub.status.idle": "2026-02-06T10:08:54.465876Z", "shell.execute_reply": "2026-02-06T10:08:54.463885Z", "shell.execute_reply.started": "2026-02-06T10:08:53.977516Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = solution.x\n", "xar = np.reshape(x, (x_pixel, y_pixel))\n", "\n", "#just for plotting the phase with dimensions \n", "aperture.aperture = xar \n", "moe.plotting.plot_aperture(aperture)" ] }, { "cell_type": "code", "execution_count": 110, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:24.317183Z", "start_time": "2025-10-09T11:33:22.733227Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:08:54.467369Z", "iopub.status.busy": "2026-02-06T10:08:54.466872Z", "iopub.status.idle": "2026-02-06T10:08:55.521245Z", "shell.execute_reply": "2026-02-06T10:08:55.519751Z", "shell.execute_reply.started": "2026-02-06T10:08:54.467369Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.016926\n", "Elapsed: 0:00:00.015432\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Target')" ] }, "execution_count": 110, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure() \n", "xar2 = np.reshape(x0_flatten, (x_pixel, y_pixel))\n", "plt.imshow(xar2) \n", "plt.title(\"Initial random mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar2, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from initial mask\")\n", "\n", "\n", "fig = plt.figure() \n", "xar3 = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar3) \n", "plt.title(\"Final optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.reshape(target, (x_pixel, y_pixel)) )\n", "plt.title(\"Target\")" ] }, { "cell_type": "code", "execution_count": 111, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:08:55.521743Z", "iopub.status.busy": "2026-02-06T10:08:55.521743Z", "iopub.status.idle": "2026-02-06T10:08:55.955341Z", "shell.execute_reply": "2026-02-06T10:08:55.954345Z", "shell.execute_reply.started": "2026-02-06T10:08:55.521743Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:08:54.162144Z", "start_time": "2025-09-29T11:08:40.808477Z" } }, "source": [ "### Target re-definition \n", "We can alter the target for what we desire. The target can be generated from analytical or theoretical models, e.g. it could be generated as Airy pattern or Gaussian-Laguerre beam profile. " ] }, { "cell_type": "code", "execution_count": 112, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:33:24.740617Z", "start_time": "2025-10-09T11:33:24.321197Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:08:55.956336Z", "iopub.status.busy": "2026-02-06T10:08:55.956336Z", "iopub.status.idle": "2026-02-06T10:08:56.286886Z", "shell.execute_reply": "2026-02-06T10:08:56.285392Z", "shell.execute_reply.started": "2026-02-06T10:08:55.956336Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 112, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# re-define target \n", "\n", "#target with offset circle \n", "xi = np.arange(x_pixel)\n", "yi = np.arange(y_pixel*2)\n", "XX, YY = np.meshgrid(xi,yi)\n", " \n", "target = np.zeros((x_pixel, y_pixel))\n", "target[np.where(((XX-x_pixel/2- 0)**2 + (YY-y_pixel/2-15)**2) < 10**2)] = 1 \n", "\n", "\n", "fig = plt.figure() \n", "plt.imshow(target)" ] }, { "cell_type": "code", "execution_count": 113, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:42:35.616952Z", "start_time": "2025-10-09T11:40:22.215729Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:08:56.287383Z", "iopub.status.busy": "2026-02-06T10:08:56.287383Z", "iopub.status.idle": "2026-02-06T10:08:56.504429Z", "shell.execute_reply": "2026-02-06T10:08:56.502938Z", "shell.execute_reply.started": "2026-02-06T10:08:56.287383Z" }, "scrolled": true }, "outputs": [], "source": [ "## Optimization with ASM \n", "x0 = np.random.rand(x_pixel, y_pixel) \n", "x0_flatten = x0.flatten()\n", "\n", "x = np.linspace(xmin, xmax, x_pixel)\n", "y = np.linspace(ymin, ymax, y_pixel)\n", "z = np.array([zdist])\n", "\n", "screen = moe.Screen(x,y,z)\n", "\n", "aperture = moe.generate.create_empty_aperture(-aperture_width/2, aperture_width/2, x_pixel, -aperture_height/2, aperture_height/2, y_pixel)" ] }, { "cell_type": "code", "execution_count": 114, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:42:35.616952Z", "start_time": "2025-10-09T11:40:22.215729Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:08:56.505424Z", "iopub.status.busy": "2026-02-06T10:08:56.504926Z", "iopub.status.idle": "2026-02-06T10:09:16.138281Z", "shell.execute_reply": "2026-02-06T10:09:16.136787Z", "shell.execute_reply.started": "2026-02-06T10:08:56.505424Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "`ftol` termination condition is satisfied.\n", "Function evaluations 163, initial cost 3.9079e+01, final cost 6.1378e+00, first-order optimality 3.10e-03.\n" ] } ], "source": [ "solution = moe.optimizer.optimize(logloss2, x0_flatten, args1=[aperture, screen, wavelength, target, \"bluestein\", False], verbose = 1, ftol=1e-3,)\n", "\n", "x = solution.x" ] }, { "cell_type": "code", "execution_count": 115, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:42:35.616952Z", "start_time": "2025-10-09T11:40:22.215729Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:09:16.139276Z", "iopub.status.busy": "2026-02-06T10:09:16.138778Z", "iopub.status.idle": "2026-02-06T10:09:16.406606Z", "shell.execute_reply": "2026-02-06T10:09:16.404117Z", "shell.execute_reply.started": "2026-02-06T10:09:16.139276Z" }, "scrolled": true }, "outputs": [], "source": [ "x = solution.x\n", "xar = np.reshape(x, (x_pixel, y_pixel))\n" ] }, { "cell_type": "code", "execution_count": 116, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:42:35.616952Z", "start_time": "2025-10-09T11:40:22.215729Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:09:16.409093Z", "iopub.status.busy": "2026-02-06T10:09:16.408598Z", "iopub.status.idle": "2026-02-06T10:09:17.422148Z", "shell.execute_reply": "2026-02-06T10:09:17.420654Z", "shell.execute_reply.started": "2026-02-06T10:09:16.409093Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.015931\n", "Elapsed: 0:00:00.015433\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Target')" ] }, "execution_count": 116, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure() \n", "xar2 = np.reshape(x0_flatten, (x_pixel, y_pixel))\n", "plt.imshow(xar2) \n", "plt.title(\"Initial random mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar2, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from initial mask\")\n", "\n", "\n", "fig = plt.figure() \n", "xar3 = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar3) \n", "plt.title(\"Final optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.reshape(target, (x_pixel, y_pixel)) )\n", "plt.title(\"Target\")" ] }, { "cell_type": "code", "execution_count": 117, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:09:17.423642Z", "iopub.status.busy": "2026-02-06T10:09:17.422646Z", "iopub.status.idle": "2026-02-06T10:09:17.835835Z", "shell.execute_reply": "2026-02-06T10:09:17.833346Z", "shell.execute_reply.started": "2026-02-06T10:09:17.423143Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Other optimizer algorithms \n", "By default the optimize function uses the 'trf' scipy algorithm. Here we exemplify 'dogbox' method as well. Other optimization algortihms can be used as well, namely all methods in scipy minimize, and 'adam' and 'rmsprop' from JAX' optax package. " ] }, { "cell_type": "code", "execution_count": 118, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:42:35.616952Z", "start_time": "2025-10-09T11:40:22.215729Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:09:25.236861Z", "iopub.status.busy": "2026-02-06T10:09:25.236364Z", "iopub.status.idle": "2026-02-06T10:09:25.625653Z", "shell.execute_reply": "2026-02-06T10:09:25.624657Z", "shell.execute_reply.started": "2026-02-06T10:09:25.236861Z" }, "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 118, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "### Testing constant value initial guess \n", "\n", "#Initial guess\n", "x0 = np.ones((x_pixel,y_pixel))\n", "x0_flatten = x0.flatten()\n", "\n", "\n", "#create target matrix (central cricular pattern) \n", "xi = np.arange(x_pixel)\n", "yi = np.arange(y_pixel)\n", "XX, YY = np.meshgrid(xi,yi)\n", "\n", "target = np.zeros((x_pixel, y_pixel))\n", "target[np.where(((XX-x_pixel/2)**2 + (YY-y_pixel/2)**2) < 10**2)] = 1 \n", "\n", "target_flat = target.flatten()\n", "\n", "fig = plt.figure() \n", "plt.imshow(target)" ] }, { "cell_type": "code", "execution_count": 119, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:43:38.274304Z", "start_time": "2025-10-09T11:42:37.056698Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:09:25.738162Z", "iopub.status.busy": "2026-02-06T10:09:25.736669Z", "iopub.status.idle": "2026-02-06T10:09:32.327746Z", "shell.execute_reply": "2026-02-06T10:09:32.326749Z", "shell.execute_reply.started": "2026-02-06T10:09:25.737665Z" }, "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 119, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "solution = moe.optimizer.optimize(logloss2, x0_flatten, args1=(aperture, screen, wavelength, target, \"ASM\", False), optimizer_method=\"dogbox\", verbose=0, ftol=1e-5)\n", "\n", "x = solution.x\n", "\n", "fig = plt.figure() \n", "xar = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar) \n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 120, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:43:39.265490Z", "start_time": "2025-10-09T11:43:38.280302Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:09:32.329239Z", "iopub.status.busy": "2026-02-06T10:09:32.328741Z", "iopub.status.idle": "2026-02-06T10:09:33.619082Z", "shell.execute_reply": "2026-02-06T10:09:33.617589Z", "shell.execute_reply.started": "2026-02-06T10:09:32.329239Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.016926\n", "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.021406\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'ASM propagation from optimized mask')" ] }, "execution_count": 120, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure() \n", "xar2 = np.reshape(x0_flatten, (x_pixel, y_pixel))\n", "plt.imshow(xar2) \n", "plt.title(\"Initial mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar2, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from initial mask\")\n", "\n", "\n", "fig = plt.figure() \n", "xar3 = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar3) \n", "plt.title(\"Final optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength, \"ASM\") ) )\n", "plt.title(\"ASM propagation from optimized mask\")\n" ] }, { "cell_type": "code", "execution_count": 121, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:09:33.619580Z", "iopub.status.busy": "2026-02-06T10:09:33.619580Z", "iopub.status.idle": "2026-02-06T10:09:34.006381Z", "shell.execute_reply": "2026-02-06T10:09:34.003891Z", "shell.execute_reply.started": "2026-02-06T10:09:33.619580Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "code", "execution_count": 122, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:09:34.008870Z", "iopub.status.busy": "2026-02-06T10:09:34.008371Z", "iopub.status.idle": "2026-02-06T10:09:34.256784Z", "shell.execute_reply": "2026-02-06T10:09:34.254295Z", "shell.execute_reply.started": "2026-02-06T10:09:34.008870Z" } }, "outputs": [], "source": [ "#Uncomment to try any of these global optimization methods \n", "\n", "##bounds = [(-np.pi, np.pi)]*len(x0_flatten)\n", "\n", "#solution = moe.optimizer.optimize(logloss2, x0_flatten, args1=(aperture, screen,wavelength), optimizer_method=\"dual_annealing\", \\\n", "# tol=1 , minimizer_kwargs={\"args\":(aperture, screen, wavelength), \"tol\": 1 }, bounds = bounds)\n", "\n", "#solution = moe.optimizer.optimize(FOM2, x0_flatten, args1=(aperture, screen), optimizer_method=\"basinhopping\", tol=1 ,\\\n", "# minimizer_kwargs={\"args\":(aperture, screen), \"tol\": 1 }, bounds = bounds)\n", "\n", "#solution = moe.optimizer.optimize(FOM2, x0_flatten, args1=(aperture, screen), optimizer_method=\"differential_evolution\", tol=1 ,\\\n", "# minimizer_kwargs={\"args\":(aperture, screen), \"tol\": 1 }, bounds = bounds)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Optimization with 'optax' module optimizers " ] }, { "cell_type": "code", "execution_count": 125, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:11:15.724806Z", "iopub.status.busy": "2026-02-06T10:11:15.723313Z", "iopub.status.idle": "2026-02-06T10:11:28.098509Z", "shell.execute_reply": "2026-02-06T10:11:28.096019Z", "shell.execute_reply.started": "2026-02-06T10:11:15.724308Z" }, "scrolled": true }, "outputs": [], "source": [ "solution = moe.optimizer.optimize(logloss2, x0_flatten, args1=(aperture, screen, wavelength, target, \"ASM\", False), \\\n", " optimizer_method=\"adam\", verbose=0, ftol=1e-5)\n" ] }, { "cell_type": "code", "execution_count": 126, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:11:28.099503Z", "iopub.status.busy": "2026-02-06T10:11:28.099503Z", "iopub.status.idle": "2026-02-06T10:11:28.526133Z", "shell.execute_reply": "2026-02-06T10:11:28.524638Z", "shell.execute_reply.started": "2026-02-06T10:11:28.099503Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 126, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = solution.x\n", "\n", "fig = plt.figure() \n", "xar = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar) \n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 127, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:11:28.528621Z", "iopub.status.busy": "2026-02-06T10:11:28.528123Z", "iopub.status.idle": "2026-02-06T10:11:29.510314Z", "shell.execute_reply": "2026-02-06T10:11:29.508820Z", "shell.execute_reply.started": "2026-02-06T10:11:28.528621Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.016428\n", "Elapsed: 0:00:00.015432\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'ASM propagation from optimized mask')" ] }, "execution_count": 127, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAwAAAAJACAYAAAA6rgFWAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAABJ0AAASdAHeZh94AAAsKElEQVR4nO3de7TVdZ3/8ReI3ERQlCMHFXEiS0EDJUyGwAsiZqipoKZhhbLMkNRplmk6KoZZ3p0GL2VamppgWul4wUa8QaIJ/dSxBdjg4iAK5gWPwuG2f380nvF0QEWE4/HzeKzFH36+3332e38WS/bz7O/eu0WlUqkEAAAoQsumHgAAANh4BAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBADAx8QNN9yQFi1a5IYbblin27Vo0SJ77733et33vHnz0qJFi3z9619fr5/zcdSjR4/06NGjqccA+NgQAADrqUWLFmnRosUG+/mewALwUWrV1AMA8Hdf+cpX8oUvfCHV1dXrdLvnnnsu7du330BTAfBJIwAAPiY6deqUTp06rfPtPvvZz26AaQD4pHIJEMAG8O5r6ufNm5ejjjoqW2+9ddq2bZt+/frlrrvuanSbf3wPwNSpU9OiRYu88MILeeGFF+ovNfrHa/XX9B6AF198MePHj88///M/p2vXrmndunW6deuWr371q/nv//7v9X5878x27rnn5sknn8ywYcPSqVOnbLnlljn88MMzf/78JMlf//rXHHXUUenSpUvatWuXffbZJ3/+858b/bzZs2fne9/7Xvr165cuXbqkTZs22WGHHTJmzJjU1NQ0Or9SqeQXv/hFBgwYkC5duqRt27bZfvvtc8ABB+TXv/71B3oMN998c9q0aZOdd9458+bNW6/9AGhOBADABvTCCy+kf//+mTdvXr72ta/lyCOPzDPPPJNDDjkkDz744HvetkePHjnnnHPqXxk455xz6v8ceuih73nbhx9+OBdeeGG22GKLHH744Tn11FPzhS98IZMnT07//v3X+CT8w3jiiSfyxS9+MUlywgknpH///vnNb36TIUOG5C9/+Uv69++fmpqajBo1KgcddFAeeuih7L///qmtrW3wc37zm9/k6quvzvbbb5+jjz46J598cnbZZZf87Gc/y+c///ksWLCgwfnf//738/Wvfz0vvfRSRo4cmdNOOy1DhgzJggULMmnSpPed+8c//nGOPfbYfP7zn89jjz3mPRZAWSoArJcklX/83+n//M//1K+fe+65DY7de++9lSSVAw88sMH69ddfX0lSuf766xus77DDDpUddtjhPe9/8ODBDdZefvnlypIlSxqdO2vWrMpmm21WGTZs2BrnPe6449Z6P+/24IMP1j++m266qcGxb37zm5UklS233LLygx/8oMGx8ePHV5JULr/88gbrNTU1lWXLljW6n/vuu6/SsmXLyoknnthgvXPnzpVtt9228tZbbzW6zeLFixv897v3b9WqVZWxY8dWklQOO+ywytKlSz/Q4wX4JPEKAMAGtMMOO+Sss85qsHbAAQeke/fumTFjxga736qqqmy++eaN1j/3uc9l3333zYMPPpgVK1as9/0MHDgwxxxzTIO14447Lsnf39Pwve99r8GxUaNGJUlmzZrVYH3bbbdNmzZtGv38oUOHplevXrnvvvsaHdt0002zySabNFrfeuut1zjrsmXLcsQRR+QnP/lJTj755EyaNClt27Zd+4MD+IQSAAAbUJ8+fdb4JHX77bfPa6+9tkHv++67787w4cNTXV2dTTfdtP79A7///e9TV1eXV155Zb3vo1+/fo3WunXrlmTNj33bbbdNkkbX9Vcqldx0000ZMmRIunTpklatWtXP+/TTTze6BOiYY47JvHnzsssuu+SMM87IvffemzfeeGOtcy5dujT77bdf7rzzzvzoRz/KlVdemZYt/RMIlMmnAAFsQFtsscUa11u1apXVq1dvsPu94oorcsopp2TLLbfM/vvvn+7du6d9+/Zp0aJF7rzzzvz5z39OXV3det/Pmj61qFWrVu977B9ffTjttNNy+eWXp7q6OgcccEC23XbbtGvXLsnf3xz9wgsvNDj/sssuyz/90z/l+uuvz4UXXpgLL7wwrVq1ype+9KVccskl6dmzZ4Pz33zzzTz11FPp2LFjDjjggA//gAE+AQQAwCfMypUrc+6556Zr16556qmnGn2vwPTp05tosjVbtGhRrrzyyvTu3TvTpk1rdOnSLbfc0ug2m2yySU455ZSccsopWbRoUR599NHceuutmTRpUp599tk8++yzDS4pqqqqynXXXZeDDz44++yzT+6///41vnoBUAKvfwJ8zG2yySZZtWrVBz7/lVdeyeuvv54BAwY0evJfW1ubp5566qMecb389a9/zerVqzN06NBGT/5ramry17/+9T1vX1VVlcMOOyy33XZb9t133zz//PN55plnGp2333775d57783KlSszZMiQj10IAWwsAgDgY26rrbbK4sWLs3Tp0g90flVVVdq3b58//elPDT5uc8WKFfnOd77zkVz7/1F65yM4H3300QahU1tbmxNOOCErV65scH5dXV0ee+yxRj9nxYoVefXVV5Nkrd+M/MUvfjFTpkxJixYtMnTo0Dz00EMf0aMAaD5cAgTwMbfffvvliSeeyLBhwzJo0KC0adMmn/vc5zJ8+PA1nt+yZcuMGzcuF154YXbdddcccsghWb58eR588MG8+uqr2Weffd73Owg2pq5du+aoo47Krbfemj59+mTo0KF54403MmXKlLRt2zZ9+vRp8KlBS5cuzcCBA9OzZ8/sscce2WGHHbJs2bJMmTIlzz33XA4++ODsvPPOa72/PffcM//1X/+V/fffP1/60pdy5513Zv/9998IjxTg48ErAAAfc2eddVZOPPHEPP/88/nhD3+Ys88+O7fffvt73ub888/PJZdcknbt2uWaa67Jb37zm/Tr1y8zZsxI9+7dN9LkH9x1112XM888M0uXLs1//Md/5L777suXv/zlTJs2rdGbiTfbbLP86Ec/Ss+ePTNt2rRcccUVufnmm9OxY8dcddVVH+iLwPr27ZupU6dm8803z/Dhw3P33XdvqIcG8LHTolKpVJp6CAAAYOPwCgAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURACwQdXV1eX0009Pt27d0q5du+y5556ZMmVKU48FAFAsAcAG9fWvfz2XXnppjjnmmFxxxRXZZJNN8qUvfSmPPvpoU48GAFAk3wPABjNjxozsueeeueiii/Ld7343SbJs2bL07t07VVVVmTZtWhNPCABQnlZNPQCfXJMnT84mm2ySMWPG1K+1bds2o0ePzplnnpn58+dn++23/8A/7/XXX89DDz2U7bffPm3atNkQIwNAk6qrq8v8+fMzePDgbLHFFk09Dp9QAoANZubMmdlpp53SsWPHBuv9+/dPksyaNWudAuChhx7KoYce+lGOCAAfS3feeWcOOeSQph6DTygBwAazcOHCVFdXN1p/Z+3FF19c620XLVqUxYsXN1hbvnx5kmS37JX26fARTgoAHw9vpzb/L9PX6RdksK4EABvM0qVL13ipTtu2beuPr83EiRNz3nnnrfFY+3RIhxadPpohAeDj5H/fmelSVzYkAcAG065du9TV1TVaX7ZsWf3xtTnppJMyYsSIBmtz5851CRAAwHoSAGww1dXVWbBgQaP1hQsXJkm6deu21ttWVVWlqqpqg80GAFAq3wPABtOnT5/Mnj07S5YsabD++OOP1x8HAGDjEgBsMEcccURWrVqVa6+9tn6trq4u119/ffbcc09vcAIAaAIuAWKD2XPPPTNixIicccYZWbRoUXr27Jlf/OIXmTdvXq677rqmHg8AoEgCgA3ql7/8Zc4+++zceOONee2117LbbrvlrrvuyqBBg5p6NACAIgkANqi2bdvmoosuykUXXdTUowAAEO8BAACAoggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCADWyRNPPJGxY8emV69e2WyzzdK9e/eMHDkys2fPbnTuc889l2HDhqVDhw7p3Llzvva1r2Xx4sVNMDUAAO9o1dQD0Lz86Ec/ymOPPZYRI0Zkt912y0svvZSf/OQn2X333fPHP/4xvXv3TpLU1NRk0KBB6dSpUy644ILU1tbm4osvztNPP50ZM2akdevWTfxIAADKJABYJ6eddlpuvvnmBk/gjzzyyOy666658MILc9NNNyVJLrjggrz11lv505/+lO7duydJ+vfvn/333z833HBDxowZ0yTzAwCUziVArJMBAwY0+u39pz/96fTq1SvPPfdc/drtt9+eL3/5y/VP/pNkyJAh2WmnnXLbbbdttHkBAGhIALDeKpVKXn755Wy99dZJkgULFmTRokXp169fo3P79++fmTNnbuwRAQD4Xy4BYr396le/yoIFCzJ+/PgkycKFC5Mk1dXVjc6trq7Oq6++mrq6urRp02atP3PRokWN3jA8d+7cj3BqAIAyCQDWy1/+8pd8+9vfzl577ZXjjjsuSbJ06dIkWeMT/LZt29af814BMHHixJx33nkbYGIAgLIJAD60l156KQcddFA6deqUyZMnZ5NNNkmStGvXLklSV1fX6DbLli1rcM7anHTSSRkxYkSDtblz5+bQQw/9CCYHACiXAOBDeeONN3LggQfm9ddfzyOPPJJu3brVH3vn0p93LgV6t4ULF6Zz587v+dv/JKmqqkpVVdVHOzQAAAKAdbds2bIMHz48s2fPzgMPPJBddtmlwfFtt902Xbp0yZNPPtnotjNmzEifPn020qQAAPwjnwLEOlm1alWOPPLITJ8+PZMmTcpee+21xvMOP/zw3HXXXZk/f3792h/+8IfMnj270aU9AABsPF4BYJ38y7/8S373u99l+PDhefXVV+u/+Osdxx57bJLkzDPPzKRJk7LPPvvkO9/5Tmpra3PRRRdl1113zTe+8Y2mGB0AgAgA1tGsWbOSJL///e/z+9//vtHxdwJg++23z0MPPZTTTjst3/ve99K6descdNBBueSSS973+n8AADYcAcA6mTp16gc+t1evXrnvvvs23DAAAKwz7wEAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIANbbhAkT0qJFi/Tu3bvRsWnTpmXgwIFp3759unbtmnHjxqW2trYJpgQAIElaNfUANG81NTW54IILstlmmzU6NmvWrOy3337Zeeedc+mll6ampiYXX3xx5syZk3vuuacJpgUAQACwXr773e/mC1/4QlatWpVXXnmlwbEzzzwzW265ZaZOnZqOHTsmSXr06JETTjgh999/f4YOHdoUIwMAFM0lQHxoDz/8cCZPnpzLL7+80bElS5ZkypQpOfbYY+uf/CfJqFGj0qFDh9x2220bcVIAAN4hAPhQVq1alZNPPjnHH398dt1110bHn3766axcuTL9+vVrsN66dev06dMnM2fO3FijAgDwLi4B4kO5+uqr88ILL+SBBx5Y4/GFCxcmSaqrqxsdq66uziOPPPKeP3/RokVZvHhxg7W5c+d+yGkBAHiHAGCd/e1vf8u//du/5eyzz06XLl3WeM7SpUuTJG3atGl0rG3btvXH12bixIk577zz1n9YAAAaEACss7POOiudO3fOySefvNZz2rVrlySpq6trdGzZsmX1x9fmpJNOyogRIxqszZ07N4ceeui6DwwAQD0BwDqZM2dOrr322lx++eV58cUX69eXLVuWFStWZN68eenYsWP9pT/vXAr0bgsXLky3bt3e836qqqpSVVX10Q4PAIA3AbNuFixYkNWrV2fcuHHZcccd6/88/vjjmT17dnbccceMHz8+vXv3TqtWrfLkk082uP3y5csza9as9OnTp2keAABA4bwCwDrp3bt37rjjjkbrZ511Vt58881cccUV+dSnPpVOnTplyJAhuemmm3L22Wdn8803T5LceOONqa2tbXR5DwAAG4cAYJ1svfXWa7wO/53vAnj3sQkTJmTAgAEZPHhwxowZk5qamlxyySUZOnRohg0btnEGBgCgAZcAscHsvvvueeCBB9KuXbuceuqpufbaazN69OhMnjy5qUcDACiWVwD4SEydOnWN6wMHDsxjjz22cYcBAGCtvAIAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAQAAAAURAAAAUBABAAAABREAAABQEAEAAAAFEQAAAFAQAcCH8tRTT+Xggw9O586d0759+/Tu3TtXXnllg3OmTZuWgQMHpn379unatWvGjRuX2traJpoYAIAkadXUA9D83H///Rk+fHj69u2bs88+Ox06dMjzzz+fmpqa+nNmzZqV/fbbLzvvvHMuvfTS1NTU5OKLL86cOXNyzz33NOH0AABlEwCskyVLlmTUqFE56KCDMnny5LRsueYXkc4888xsueWWmTp1ajp27Jgk6dGjR0444YTcf//9GTp06MYcGwCA/+USINbJzTffnJdffjkTJkxIy5Yt89Zbb2X16tUNzlmyZEmmTJmSY489tv7Jf5KMGjUqHTp0yG233baxxwYA4H8JANbJAw88kI4dO2bBggX5zGc+kw4dOqRjx4751re+lWXLliVJnn766axcuTL9+vVrcNvWrVunT58+mTlzZlOMDgBAXALEOpozZ05WrlyZQw45JKNHj84Pf/jDTJ06Nf/+7/+e119/PbfccksWLlyYJKmurm50++rq6jzyyCPvez+LFi3K4sWLG6zNnTv3o3kQAAAFEwCsk9ra2rz99ts58cQT6z/157DDDsvy5ctzzTXXZPz48Vm6dGmSpE2bNo1u37Zt2/rj72XixIk577zzPtrhAQBwCRDrpl27dkmSo48+usH6V7/61STJ9OnT68+pq6trdPtly5bVH38vJ510Up555pkGf+688871nB4AAK8AsE66deuWZ599Nttss02D9aqqqiTJa6+9lk996lNJUn8p0LstXLgw3bp1e9/7qaqqqv+ZAAB8dLwCwDrZY489kiQLFixosP7iiy8mSbp06ZLevXunVatWefLJJxucs3z58syaNSt9+vTZKLMCANCYAGCdjBw5Mkly3XXXNVj/2c9+llatWmXvvfdOp06dMmTIkNx00015880368+58cYbU1tbmxEjRmzUmQEA+D8uAWKd9O3bN9/85jfz85//PCtXrszgwYMzderUTJo0KWeccUb95T0TJkzIgAEDMnjw4IwZMyY1NTW55JJLMnTo0AwbNqyJHwUAQLkEAOvs6quvTvfu3XP99dfnjjvuyA477JDLLrssp5xySv05u+++ex544IGcfvrpOfXUU7P55pvXf2woAABNp0WlUqk09RDwQTz77LPp3bt3vpD906FFp6YeBwA+crWVN/LHTMkzzzyTXr16NfU4fEJ5DwAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAAABAQQQAAAAURAAAAEBBBAAAABREAAAAQEEEAAAAFEQAsM7mzJmTo446Ktttt13at2+fz372sxk/fnzefvvtBudNmzYtAwcOTPv27dO1a9eMGzcutbW1TTQ1AABJ0qqpB6B5mT9/fvr3759OnTpl7Nix6dy5c6ZPn55zzjknf/rTn/Lb3/42STJr1qzst99+2XnnnXPppZempqYmF198cebMmZN77rmniR8FAEC5BADr5MYbb8zrr7+eRx99NL169UqSjBkzJqtXr84vf/nLvPbaa9lyyy1z5plnZsstt8zUqVPTsWPHJEmPHj1ywgkn5P7778/QoUOb8mEAABTLJUCskyVLliRJttlmmwbr1dXVadmyZVq3bp0lS5ZkypQpOfbYY+uf/CfJqFGj0qFDh9x2220bdWYAAP6PAGCd7L333kmS0aNHZ9asWZk/f35+/etf56qrrsq4ceOy2Wab5emnn87KlSvTr1+/Brdt3bp1+vTpk5kzZzbB5AAAJC4BYh0NGzYs559/fi644IL87ne/q1///ve/nx/84AdJkoULFyb5+6sC/6i6ujqPPPLI+97PokWLsnjx4gZrc+fOXZ/RAQCIAOBD6NGjRwYNGpTDDz88W221Ve6+++5ccMEF6dq1a8aOHZulS5cmSdq0adPotm3btq0//l4mTpyY88477yOfHQCgdAKAdXLrrbdmzJgxmT17drbbbrskyWGHHZbVq1fn9NNPz9FHH5127dolSerq6hrdftmyZfXH38tJJ52UESNGNFibO3duDj300PV/EAAABRMArJOJEyemb9++9U/+33HwwQfnhhtuyMyZM+sv/XnnUqB3W7hwYbp16/a+91NVVZWqqqqPZmgAAOp5EzDr5OWXX86qVasara9YsSJJsnLlyvTu3TutWrXKk08+2eCc5cuXZ9asWenTp8/GGBUAgDUQAKyTnXbaKTNnzszs2bMbrN9yyy1p2bJldtttt3Tq1ClDhgzJTTfdlDfffLP+nBtvvDG1tbWNLu0BAGDjcQkQ6+Rf//Vfc8899+SLX/xixo4dm6222ip33XVX7rnnnhx//PH1l/dMmDAhAwYMyODBgzNmzJjU1NTkkksuydChQzNs2LAmfhQAAOXyCgDrZNCgQZk2bVr22GOPTJw4Maecckqef/75TJgwIVdddVX9ebvvvnseeOCBtGvXLqeeemquvfbajB49OpMnT27C6QEA8AoA66x///75z//8z/c9b+DAgXnsscc2wkQAAHxQXgEAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoiAAAAICCCAAAACiIAAAAgIIIAAAAKIgAAACAgggAAAAoSKumHgA+qLq6uiTJ26lNKk08DABsAG+nNsn//ZsHG4IAoNmYP39+kuT/ZXoTTwIAG9b8+fOz++67N/UYfEK1qFQqfpdKs/D666/noYceyvLlyzNy5Mjceeed6dmzZ1OP9Yk0d+7cHHroofZ4A7G/G5493vDs8YZRV1eX+fPnZ/Dgwdliiy2aehw+obwCQLOxxRZb5JBDDsmzzz6bJOnZs2d69erVxFN9stnjDcv+bnj2eMOzxx89v/lnQ/MmYAAAKIgAAACAgggAAAAoiACg2enSpUvOOeecdOnSpalH+cSyxxuW/d3w7PGGZ4+h+fIpQAAAUBCvAAAAQEEEAAAAFEQAAABAQQQAAAAURADQbNTV1eX0009Pt27d0q5du+y5556ZMmVKU4/V7DzxxBMZO3ZsevXqlc022yzdu3fPyJEjM3v27EbnPvfccxk2bFg6dOiQzp0752tf+1oWL17cBFM3fxMmTEiLFi3Su3fvRsemTZuWgQMHpn379unatWvGjRuX2traJpiy+Xnqqady8MEHp3Pnzmnfvn169+6dK6+8ssE59vfDmTNnTo466qhst912ad++fT772c9m/PjxefvttxucZ3+h+fEpQDQbRx99dCZPnpxTTjkln/70p3PDDTfkiSeeyIMPPpiBAwc29XjNxhFHHJHHHnssI0aMyG677ZaXXnopP/nJT1JbW5s//vGP9U9Qa2pq0rdv33Tq1Kn+H/SLL7443bt3z4wZM9K6desmfiTNR01NTT7zmc+kRYsW6dGjR5555pn6Y7Nmzcpee+2VnXfeOWPGjElNTU0uvvji7LPPPrnnnnuacOqPv/vvvz/Dhw9P3759c+SRR6ZDhw55/vnns3r16vz4xz9OYn8/rPnz52e33XZLp06dcuKJJ6Zz586ZPn16brjhhhx88MH57W9/m8T+QrNVgWbg8ccfrySpXHTRRfVrS5curXzqU5+q7LXXXk04WfPz2GOPVerq6hqszZ49u9KmTZvKMcccU7/2rW99q9KuXbvKCy+8UL82ZcqUSpLKNddcs9Hm/SQ48sgjK/vuu29l8ODBlV69ejU4duCBB1aqq6srb7zxRv3aT3/600qSyn333bexR2023njjjco222xT+cpXvlJZtWrVWs+zvx/OhAkTKkkqzzzzTIP1UaNGVZJUXn311UqlYn+huXIJEM3C5MmTs8kmm2TMmDH1a23bts3o0aMzffr0zJ8/vwmna14GDBjQ6Lf3n/70p9OrV68899xz9Wu33357vvzlL6d79+71a0OGDMlOO+2U2267baPN29w9/PDDmTx5ci6//PJGx5YsWZIpU6bk2GOPTceOHevXR40alQ4dOtjn93DzzTfn5ZdfzoQJE9KyZcu89dZbWb16dYNz7O+Ht2TJkiTJNtts02C9uro6LVu2TOvWre0vNGMCgGZh5syZ2WmnnRr8I5Mk/fv3T/L3l6H58CqVSl5++eVsvfXWSZIFCxZk0aJF6devX6Nz+/fvn5kzZ27sEZulVatW5eSTT87xxx+fXXfdtdHxp59+OitXrmy0z61bt06fPn3s83t44IEH0rFjxyxYsCCf+cxn0qFDh3Ts2DHf+ta3smzZsiT2d33svffeSZLRo0dn1qxZmT9/fn7961/nqquuyrhx47LZZpvZX2jGBADNwsKFC1NdXd1o/Z21F198cWOP9Inyq1/9KgsWLMiRRx6Z5O/7nWSte/7qq6+mrq5uo87YHF199dV54YUXcv7556/x+Pvts7/XazdnzpysXLkyhxxySA444IDcfvvt+eY3v5mrr7463/jGN5LY3/UxbNiwnH/++ZkyZUr69u2b7t2756ijjsrJJ5+cyy67LIn9heasVVMPAB/E0qVL06ZNm0brbdu2rT/Oh/OXv/wl3/72t7PXXnvluOOOS/J/+/l+e76m4/zd3/72t/zbv/1bzj777HTp0mWN57zfPvt7vXa1tbV5++23c+KJJ9Z/6s9hhx2W5cuX55prrsn48ePt73rq0aNHBg0alMMPPzxbbbVV7r777lxwwQXp2rVrxo4da3+hGRMANAvt2rVb42+c33mpv127dht7pE+El156KQcddFA6depU/z6L5P/2055/eGeddVY6d+6ck08+ea3nvN8+2+O1e2dvjj766AbrX/3qV3PNNddk+vTpad++fRL7+2HceuutGTNmTGbPnp3tttsuyd8Da/Xq1Tn99NNz9NFH+/sLzZhLgGgWqqur619ufrd31rp167axR2r23njjjRx44IF5/fXXc++99zbYw3de0l/bnnfu3Nlv/9/DnDlzcu2112bcuHF58cUXM2/evMybNy/Lli3LihUrMm/evLz66qvvu8/+Xq/dO3vzj29SraqqSpK89tpr9nc9TJw4MX379q1/8v+Ogw8+OG+//XZmzpxpf6EZEwA0C3369Mns2bPrP5niHY8//nj9cT64ZcuWZfjw4Zk9e3buuuuu7LLLLg2Ob7vttunSpUuefPLJRredMWOG/X4fCxYsyOrVqzNu3LjsuOOO9X8ef/zxzJ49OzvuuGPGjx+f3r17p1WrVo32efny5Zk1a5Z9fg977LFHkr/v9bu9c915ly5d7O96ePnll7Nq1apG6ytWrEiSrFy50v5CMyYAaBaOOOKIrFq1Ktdee239Wl1dXa6//vrsueee2X777ZtwuuZl1apVOfLIIzN9+vRMmjQpe+211xrPO/zww3PXXXc1+IjVP/zhD5k9e3ZGjBixscZtlnr37p077rij0Z9evXqle/fuueOOOzJ69Oh06tQpQ4YMyU033ZQ333yz/vY33nhjamtr7fN7GDlyZJLkuuuua7D+s5/9LK1atcree+9tf9fDTjvtlJkzZzb6hvBbbrklLVu2rP+SMPsLzZNvAqbZGDlyZO64446ceuqp6dmzZ37xi19kxowZ+cMf/pBBgwY19XjNximnnJIrrrgiw4cPr38S9W7HHntskr9/E2jfvn2zxRZb5Dvf+U5qa2tz0UUXZbvttssTTzzhEqAPYe+9984rr7zS4JuAn3rqqQwYMCC77LJL/TepXnLJJRk0aFDuu+++Jpz242/06NH5+c9/npEjR2bw4MGZOnVqJk2alDPOOCMXXHBBEvv7YT388MPZd999s9VWW2Xs2LHZaqutctddd+Wee+7J8ccfn5/+9KdJ7C80W038RWTwgS1durTy3e9+t9K1a9dKmzZtKp///Ocr9957b1OP1ewMHjy4kmStf97tmWeeqQwdOrTSvn37yhZbbFE55phjKi+99FITTd78rembgCuVSuWRRx6pDBgwoNK2bdtKly5dKt/+9rcrS5YsaYIJm5fly5dXzj333MoOO+xQ2XTTTSs9e/asXHbZZY3Os78fzuOPP1458MADK127dq1suummlZ122qkyYcKEyooVKxqcZ3+h+fEKAAAAFMR7AAAAoCACAAAACiIAAACgIAIAAAAKIgAAAKAgAgAAAAoiAAAAoCACAAAACiIAAACgIAIAAAAKIgAAAKAgAgAAAAoiAAAAoCACAAAACiIAAACgIAIAAAAKIgAAAKAgAgAAAAoiAAAAoCACAAAACiIAAACgIAIAAAAKIgAAAKAgAgAAAAoiAAAAoCACAAAACiIAAACgIAIAAAAKIgAAAKAgAgAAAAoiAAAAoCACAAAACiIAAACgIAIAAAAKIgAAAKAgAgAAAAoiAAAAoCD/H0+tQtZ2LshLAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure() \n", "xar2 = np.reshape(x0_flatten, (x_pixel, y_pixel))\n", "plt.imshow(xar2) \n", "plt.title(\"Initial mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar2, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from initial mask\")\n", "\n", "\n", "fig = plt.figure() \n", "xar3 = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar3) \n", "plt.title(\"Final optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength, \"ASM\") ) )\n", "plt.title(\"ASM propagation from optimized mask\")\n" ] }, { "cell_type": "code", "execution_count": 128, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:11:29.511308Z", "iopub.status.busy": "2026-02-06T10:11:29.510811Z", "iopub.status.idle": "2026-02-06T10:11:29.947396Z", "shell.execute_reply": "2026-02-06T10:11:29.946399Z", "shell.execute_reply.started": "2026-02-06T10:11:29.511308Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Bounds during optimization \n", "By default the optimizers are unbound. Some can be bound, such as 'dogbox'. " ] }, { "cell_type": "code", "execution_count": 135, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:43:40.775652Z", "start_time": "2025-10-09T11:43:39.269494Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:24:01.484103Z", "iopub.status.busy": "2026-02-06T10:24:01.482610Z", "iopub.status.idle": "2026-02-06T10:24:06.135693Z", "shell.execute_reply": "2026-02-06T10:24:06.133205Z", "shell.execute_reply.started": "2026-02-06T10:24:01.484103Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.040323\n", "Elapsed: 0:00:00.014933\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.039328\n", "Elapsed: 0:00:00.014931\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.040323\n", "Elapsed: 0:00:00.014934\n", "Elapsed: 0:00:00.016926\n", "Elapsed: 0:00:00.038331\n", "Elapsed: 0:00:00.017424\n", "Elapsed: 0:00:00.014934\n", "Elapsed: 0:00:00.039328\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.013939\n", "Elapsed: 0:00:00.039327\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.047292\n", "Elapsed: 0:00:00.019415\n", "Elapsed: 0:00:00.018418\n", "Elapsed: 0:00:00.041318\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.013939\n", "Elapsed: 0:00:00.466954\n", "Elapsed: 0:00:00.016924\n", "Elapsed: 0:00:00.018918\n", "Elapsed: 0:00:00.039327\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.041318\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.044305\n", "Elapsed: 0:00:00.014914\n", "Elapsed: 0:00:00.017423\n", "Elapsed: 0:00:00.053786\n", "Elapsed: 0:00:00.014934\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.039327\n", "Elapsed: 0:00:00.015930\n", "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.041817\n", "Elapsed: 0:00:00.014934\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.039327\n", "Elapsed: 0:00:00.017424\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.039824\n", "Elapsed: 0:00:00.016926\n", "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.039825\n", "Elapsed: 0:00:00.015433\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.040324\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.042314\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.018419\n", "Elapsed: 0:00:00.040323\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.039328\n", "Elapsed: 0:00:00.018916\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.042314\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.040323\n", "Elapsed: 0:00:00.015433\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.043310\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.013939\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.017423\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.013939\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.013940\n", "Elapsed: 0:00:00.013940\n", "Elapsed: 0:00:00.014436\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.015930\n", "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.014932\n", "Elapsed: 0:00:00.014931\n", "Elapsed: 0:00:00.014935\n", "Elapsed: 0:00:00.018420\n", "Elapsed: 0:00:00.024392\n", "Elapsed: 0:00:00.026386\n", "Elapsed: 0:00:00.015432\n", "Elapsed: 0:00:00.015434\n", "Elapsed: 0:00:00.014934\n", "Elapsed: 0:00:00.017922\n", "Elapsed: 0:00:00.021903\n", "Elapsed: 0:00:00.014437\n", "Elapsed: 0:00:00.014437\n", "`xtol` termination condition is satisfied.\n", "Function evaluations 40, initial cost 4.6493e-04, final cost 4.6467e-04, first-order optimality 2.12e-10.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 135, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## Optimization with bounds \n", "\n", "solution = moe.optimizer.optimize(mseloss, x0_flatten, args1=(aperture, screen, wavelength, target, \"bluestein\",), optimizer_method=\"dogbox\", \\\n", " bounds =(-1, 3), ftol = 1e-12 ,xtol=1e-12, )\n", "\n", "x = solution.x\n", "\n", "fig = plt.figure() \n", "xar = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar) \n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 136, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:43:41.945489Z", "start_time": "2025-10-09T11:43:40.780666Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:24:06.137186Z", "iopub.status.busy": "2026-02-06T10:24:06.136690Z", "iopub.status.idle": "2026-02-06T10:24:06.724112Z", "shell.execute_reply": "2026-02-06T10:24:06.722617Z", "shell.execute_reply.started": "2026-02-06T10:24:06.137186Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.027382\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Bluestein propagation from optimized mask')" ] }, "execution_count": 136, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure() \n", "xar3 = np.reshape(x, (x_pixel, y_pixel))\n", "plt.imshow(xar3) \n", "plt.title(\"Final optimized mask\")\n", "\n", "fig = plt.figure() \n", "plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture, screen, wavelength) ) )\n", "plt.title(\"Bluestein propagation from optimized mask\")\n" ] }, { "cell_type": "code", "execution_count": 137, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T11:53:16.003098Z", "start_time": "2025-10-09T11:53:15.993100Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:24:06.726601Z", "iopub.status.busy": "2026-02-06T10:24:06.725606Z", "iopub.status.idle": "2026-02-06T10:24:07.136305Z", "shell.execute_reply": "2026-02-06T10:24:07.134313Z", "shell.execute_reply.started": "2026-02-06T10:24:06.726104Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-09-29T11:52:18.483988Z", "start_time": "2025-09-29T11:52:18.483988Z" } }, "source": [ "## Hologram creation via inverse design" ] }, { "cell_type": "code", "execution_count": 175, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:31:15.423274Z", "start_time": "2025-10-09T14:31:14.482282Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:39:22.598760Z", "iopub.status.busy": "2026-02-06T10:39:22.597267Z", "iopub.status.idle": "2026-02-06T10:39:23.102549Z", "shell.execute_reply": "2026-02-06T10:39:23.099562Z", "shell.execute_reply.started": "2026-02-06T10:39:22.598760Z" } }, "outputs": [ { "data": { "text/plain": [ "(1024, 1024)" ] }, "execution_count": 175, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "file = \"../5 - Holograms/target.png\"\n", "targetread = plt.imread(file)\n", "\n", "x_pixel, y_pixel = np.shape(targetread)\n", "\n", "xi = np.arange(x_pixel)\n", "yi = np.arange(y_pixel)\n", "XX, YY = np.meshgrid(xi,yi, indexing = 'ij')\n", " \n", "\n", "fig = plt.figure() \n", "plt.imshow(targetread)\n", "\n", "targetread.shape" ] }, { "cell_type": "code", "execution_count": 176, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:32:26.387782Z", "start_time": "2025-10-09T14:31:15.429277Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:39:26.613141Z", "iopub.status.busy": "2026-02-06T10:39:26.612146Z", "iopub.status.idle": "2026-02-06T10:39:28.186239Z", "shell.execute_reply": "2026-02-06T10:39:28.185243Z", "shell.execute_reply.started": "2026-02-06T10:39:26.613141Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure() \n", "plt.pcolormesh(XX,YY,targetread)\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:32:27.563810Z", "start_time": "2025-10-09T14:32:26.394790Z" }, "execution": { "iopub.execute_input": "2026-02-05T14:53:09.395673Z", "iopub.status.busy": "2026-02-05T14:53:09.394675Z", "iopub.status.idle": "2026-02-05T14:53:10.726829Z", "shell.execute_reply": "2026-02-05T14:53:10.725337Z", "shell.execute_reply.started": "2026-02-05T14:53:09.395673Z" } }, "source": [ "**IMPORTANT** the target is read as represented in the pcolormesh above in the ij indexing convention (used throughout the calculations). Hence, to have the correct representation, the axes need to be transformed. " ] }, { "cell_type": "code", "execution_count": 177, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:32:28.590838Z", "start_time": "2025-10-09T14:32:27.568821Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:42:16.708890Z", "iopub.status.busy": "2026-02-06T10:42:16.707396Z", "iopub.status.idle": "2026-02-06T10:42:18.389513Z", "shell.execute_reply": "2026-02-06T10:42:18.388020Z", "shell.execute_reply.started": "2026-02-06T10:42:16.708890Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "target = np.flip(np.rot90(targetread))\n", "\n", "#OR THIS ONE\n", "#targetread = np.flipud(targetread)\n", "#targetread = np.swapaxes(targetread, 0,1)\n", "\n", "fig = plt.figure() \n", "plt.pcolormesh(XX,YY,target)\n", "plt.gca().set_aspect('equal')" ] }, { "cell_type": "code", "execution_count": 178, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:32:28.590838Z", "start_time": "2025-10-09T14:32:27.568821Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:42:18.391007Z", "iopub.status.busy": "2026-02-06T10:42:18.390509Z", "iopub.status.idle": "2026-02-06T10:42:18.699652Z", "shell.execute_reply": "2026-02-06T10:42:18.697163Z", "shell.execute_reply.started": "2026-02-06T10:42:18.391007Z" } }, "outputs": [], "source": [ "#Place holders for apertures \n", "\n", "#size of the rectangular mask \n", "aperture_width = 50e-6 #m\n", "aperture_height = 50e-6\n", "\n", "pixsize = 1e-6 #m\n", "\n", "wavelength = 500e-9 #m\n", "focal_length = 200e-6\n", "\n", "zmin = wavelength\n", "zmax = 1.2* focal_length\n", "nzs = 500\n", "\n", "radius = aperture_width/2 \n", "\n", "# Create Aperture\n", "aperture1 = moe.generate.create_empty_aperture(-aperture_width/2, aperture_width/2, x_pixel, -aperture_height/2, aperture_height/2, y_pixel)\n" ] }, { "cell_type": "code", "execution_count": 179, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:32:28.653391Z", "start_time": "2025-10-09T14:32:28.598846Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:42:18.701642Z", "iopub.status.busy": "2026-02-06T10:42:18.701146Z", "iopub.status.idle": "2026-02-06T10:42:18.994359Z", "shell.execute_reply": "2026-02-06T10:42:18.993363Z", "shell.execute_reply.started": "2026-02-06T10:42:18.701642Z" } }, "outputs": [], "source": [ "#Define Screen \n", "\n", "# define the wavelength used in the propagation\n", "wavelength = 532*nano\n", "\n", "# Define the screen size and create it\n", "\n", "screen_width = 2.5\n", "screen_height = 2.5\n", "x_pixel = 1024\n", "y_pixel = 1024\n", "\n", "\n", "# Creates a screen in YZ plane with [-aperture_height/2, aperture_height/2] and [zmin, zmax] and \n", "ymin, ymax = -screen_height/2, screen_height/2\n", "xmin, xmax = -screen_width/2, screen_width/2 \n", "\n", "s = 0.2 \n", "\n", "x = np.linspace(xmin*s, xmax*s, x_pixel)\n", "y = np.linspace(ymin*s, ymax*s, y_pixel)\n", "z = np.array([ s ])\n", "\n", "\n", "screen = moe.Screen(x,y,z)" ] }, { "cell_type": "code", "execution_count": 180, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:32:30.075098Z", "start_time": "2025-10-09T14:32:29.119543Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:42:18.995356Z", "iopub.status.busy": "2026-02-06T10:42:18.995356Z", "iopub.status.idle": "2026-02-06T10:42:19.813266Z", "shell.execute_reply": "2026-02-06T10:42:19.812269Z", "shell.execute_reply.started": "2026-02-06T10:42:18.995356Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 180, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# generation of initial guesses, \n", "\n", "#random \n", "xrand = np.random.rand(x_pixel, y_pixel)\n", "\n", "plt.figure() \n", "plt.imshow(xrand)\n", "\n", "#constant \n", "xvalues = np.ones((x_pixel, y_pixel))\n", "\n", "plt.figure()\n", "plt.imshow(xvalues)\n", "#plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 181, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:43:23.201047Z", "start_time": "2025-10-09T14:32:30.079097Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:42:19.814261Z", "iopub.status.busy": "2026-02-06T10:42:19.813763Z", "iopub.status.idle": "2026-02-06T10:42:20.092042Z", "shell.execute_reply": "2026-02-06T10:42:20.091046Z", "shell.execute_reply.started": "2026-02-06T10:42:19.814261Z" }, "scrolled": true }, "outputs": [], "source": [ "def mselossmax(x, mask, screen, wavelength, target, use_timer=True, propag=\"bluestein\", pad=2): \n", " import jax.numpy as jnp \n", " \n", " prop_x = jnp.abs(moe.optimizer.propagate(jnp.reshape(x, (len(screen.x), len(screen.y))), mask, screen, wavelength,\\\n", " propagation_method=propag, pad_factor=pad, use_timer=use_timer))**2\n", "\n", " diff = jnp.abs(prop_x/jnp.max(prop_x) - target/jnp.max(target))**2\n", " \n", " res = jnp.sum(diff)\n", " return res" ] }, { "cell_type": "code", "execution_count": 182, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:43:23.201047Z", "start_time": "2025-10-09T14:32:30.079097Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:42:20.093037Z", "iopub.status.busy": "2026-02-06T10:42:20.093037Z", "iopub.status.idle": "2026-02-06T10:46:29.693654Z", "shell.execute_reply": "2026-02-06T10:46:29.692161Z", "shell.execute_reply.started": "2026-02-06T10:42:20.093037Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "`ftol` termination condition is satisfied.\n", "Function evaluations 88, initial cost 1.8666e+09, final cost 3.8342e+08, first-order optimality 2.55e+03.\n" ] } ], "source": [ "solution = moe.optimizer.optimize(mselossmax, x0= xvalues.flatten(), args1=[aperture1, screen, wavelength, target, False], verbose = 1, ftol=1e-6, xtol=None,\\\n", " optimizer_method='dogbox', )\n", "\n", "\n", "x2 = solution.x\n" ] }, { "cell_type": "code", "execution_count": 183, "metadata": { "ExecuteTime": { "end_time": "2025-10-09T14:43:32.817678Z", "start_time": "2025-10-09T14:43:23.210035Z" }, "execution": { "iopub.execute_input": "2026-02-06T10:46:29.694650Z", "iopub.status.busy": "2026-02-06T10:46:29.694650Z", "iopub.status.idle": "2026-02-06T10:46:36.972215Z", "shell.execute_reply": "2026-02-06T10:46:36.969726Z", "shell.execute_reply.started": "2026-02-06T10:46:29.694650Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.585929\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xar3 = (np.reshape(x2, (x_pixel, y_pixel)))\n", "\n", "# Create Aperture\n", "aperture1 = moe.generate.create_empty_aperture(-aperture_width/2, aperture_width/2, x_pixel, -aperture_height/2, aperture_height/2, y_pixel)\n", "\n", "fig = plt.figure() \n", "\n", "plt.pcolormesh(aperture1.XX, aperture1.YY, xar3) \n", "plt.title(\"Mask to obtain target\")\n", "plt.xlabel(\"x (m)\")\n", "plt.ylabel(\"y (m)\")\n", "plt.colorbar()\n", "plt.tight_layout()\n", "\n", "fig = plt.figure(figsize=(4.1,4)) \n", "plt.pcolormesh(aperture1.XX, aperture1.YY, (xar3)%(2*np.pi) )\n", "plt.title(\"Mask to obtain target mod 2pi\")\n", "plt.xlabel(\"x (m)\")\n", "plt.ylabel(\"y (m)\")\n", "plt.colorbar()\n", "plt.tight_layout()\n", "\n", "fig = plt.figure(figsize=(4.1,4)) \n", "plt.pcolormesh(screen.XX[:,:,-1], screen.YY[:,:,-1], np.abs(moe.optimizer.propagate(xar3, aperture1, screen, wavelength) )**2 )\n", "#plt.imshow(np.abs(moe.optimizer.propagate(xar3, aperture1, screen, wavelength) )**2 )\n", "plt.title(\"Bluestein Prop at z=\"+str(screen.z[-1])+\" m\")\n", "plt.xlabel(\"x (m)\")\n", "plt.ylabel(\"y (m)\")\n", "plt.tight_layout()\n", "\n", "fig = plt.figure(figsize=(4.1,4)) \n", "plt.pcolormesh(screen.XX[:,:,-1], screen.YY[:,:,-1], (np.reshape(target, (x_pixel, y_pixel)) )) \n", "#plt.imshow(target)\n", "plt.title(\"Target\")\n", "plt.xlabel(\"x (m)\")\n", "plt.ylabel(\"y (m)\")\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 184, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:46:36.974704Z", "iopub.status.busy": "2026-02-06T10:46:36.973708Z", "iopub.status.idle": "2026-02-06T10:46:37.358519Z", "shell.execute_reply": "2026-02-06T10:46:37.356030Z", "shell.execute_reply.started": "2026-02-06T10:46:36.974704Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "code", "execution_count": 185, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:46:37.361010Z", "iopub.status.busy": "2026-02-06T10:46:37.360511Z", "iopub.status.idle": "2026-02-06T10:46:47.143574Z", "shell.execute_reply": "2026-02-06T10:46:47.141583Z", "shell.execute_reply.started": "2026-02-06T10:46:37.361010Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Progress: [####################] 100.0%\n", "Elapsed: 0:00:00.941867\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "screen = moe.Screen(x,y,z)\n", "\n", "# Define Aperture\n", "aperture = moe.generate.create_empty_aperture(-aperture_width/2, aperture_width/2, x_pixel, -aperture_height/2, aperture_height/2, y_pixel)\n", "mask_amplitude = moe.generate.create_empty_aperture_from_aperture(aperture)\n", "\n", "# Define Phase mask \n", "mask_phase = moe.generate.create_empty_aperture_from_aperture(aperture)\n", "mask_phase.aperture = xar3 \n", "\n", "#mask_phase.aperture = np.flipud(np.rot90(xar3)) ##use need to \n", "\n", "mask_amplitude.aperture = mask_amplitude.aperture +1 \n", "\n", "# Plot the circular mask\n", "moe.plotting.plot_aperture(mask_phase)\n", "moe.plotting.plot_aperture(mask_amplitude)\n", "\n", "# Calculates a field to use with the calculated mask\n", "\n", "# Initialize a Field from the Aperture mask \n", "field = moe.field.create_empty_field_from_aperture(mask_phase)\n", "# Generate a uniform field\n", "field = moe.field.generate_uniform_field(field, E0=1)\n", "\n", "\n", "# Modulates the field with a given aperture that can be used either as an amplitude mask or a phase mask\n", "field = moe.field.modulate_field(field, amplitude_mask=mask_amplitude, phase_mask=mask_phase)\n", "# Plots the field (amplitude and phase)\n", "moe.plotting.plot_field(field)\n", "\n", "\n", "# Propagate the field with Bluestein \n", "EXYZ = moe.propagate.Bluestein(field, screen, wavelength)\n", "moe.plotting.plot_screen_XY(EXYZ, z=s)" ] }, { "cell_type": "markdown", "metadata": { "execution": { "iopub.execute_input": "2026-02-05T17:01:00.885956Z", "iopub.status.busy": "2026-02-05T17:01:00.884960Z", "iopub.status.idle": "2026-02-05T17:01:01.273754Z", "shell.execute_reply": "2026-02-05T17:01:01.272758Z", "shell.execute_reply.started": "2026-02-05T17:01:00.885956Z" } }, "source": [ "AGAIN, **BEWARE all imshow will show rotated+flipped matrices, e.g. the optimization result shown below appers flipped and rotated**!!! " ] }, { "cell_type": "code", "execution_count": 186, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:46:47.144570Z", "iopub.status.busy": "2026-02-06T10:46:47.144073Z", "iopub.status.idle": "2026-02-06T10:46:47.750412Z", "shell.execute_reply": "2026-02-06T10:46:47.747923Z", "shell.execute_reply.started": "2026-02-06T10:46:47.144570Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 186, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure() \n", "plt.imshow(xar3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optimization of ensembles of optical elements " ] }, { "cell_type": "code", "execution_count": 187, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:46:47.751906Z", "iopub.status.busy": "2026-02-06T10:46:47.751407Z", "iopub.status.idle": "2026-02-06T10:46:48.018733Z", "shell.execute_reply": "2026-02-06T10:46:48.016742Z", "shell.execute_reply.started": "2026-02-06T10:46:47.751906Z" } }, "outputs": [], "source": [ "###Import two surfaces - doublet \n", "\n", "#number of pixels \n", "x_pixel = 100\n", "y_pixel = 100\n", "\n", "a1_phase = np.random.rand(x_pixel, y_pixel) #np.genfromtxt(\"asph1_phase.csv\", delimiter=',')\n", "a1_inten = a1_phase * 0 #np.genfromtxt(\"asph1_inten.csv\", delimiter=',')\n", "\n", "a2_phase = np.random.rand(x_pixel, y_pixel) #np.genfromtxt(\"asph2_phase.csv\", delimiter=',')\n", "a2_inten = a2_phase * 0 #np.genfromtxt(\"asph2_inten.csv\", delimiter=',')\n", "\n", "\n", "\n", "#size of the rectangular mask \n", "aperture_width = 800e-6 #m\n", "aperture_height = 800e-6\n", "\n", "pixsize = 8e-6 #m\n", "\n", "wavelength = 550e-9 \n", "\n", "dist1 = 40e-3 \n", "dist2 = 50e-3\n", "\n", "zmin1 = wavelength\n", "zmax1 = dist1\n", "nzs = 2\n", "\n", "zmin2 = wavelength\n", "zmax2 = dist2\n", "nzs = 2\n", "\n", "radius = aperture_width/2 \n", "\n", "\n", "asph1_mask_phase = moe.generate.create_empty_aperture(-aperture_width/2, aperture_width/2, x_pixel, -aperture_height/2, aperture_height/2, y_pixel)\n", "asph1_mask_phase.aperture = a1_phase\n", "\n", "asph1_mask_inten = moe.generate.create_empty_aperture_from_aperture(asph1_mask_phase)\n", "asph1_mask_inten.aperture = a1_inten\n", "\n", "asph2_mask_phase = moe.generate.create_empty_aperture(-aperture_width/2, aperture_width/2, x_pixel, -aperture_height/2, aperture_height/2, y_pixel)\n", "asph2_mask_phase.aperture = a2_phase\n", "\n", "asph2_mask_inten = moe.generate.create_empty_aperture_from_aperture(asph2_mask_phase)\n", "asph2_mask_inten.aperture = a2_inten\n", "\n", "aperture = moe.generate.create_empty_aperture_from_aperture(asph2_mask_phase)\n", "mask = moe.generate.circular_aperture(aperture, radius=radius*10)\n", "\n", "aperture_array_phase = [asph1_mask_phase, asph2_mask_phase]\n", "aperture_array_amp = [mask,]*len(aperture_array_phase)\n", "\n", "############################\n", "## Define the screens \n", "x1 = asph1_mask_phase.x\n", "y1 = asph1_mask_phase.y\n", "z1 = np.linspace(zmin1, zmax1, nzs)\n", "\n", "screen1 = moe.field.Screen(x1,y1,z1)\n", "\n", "x2 = asph2_mask_phase.x\n", "y2 = asph2_mask_phase.y\n", "z2 = np.linspace(zmin2, zmax2, nzs)\n", "\n", "screen2 = moe.field.Screen(x2,y2,z2)\n", "\n", "\n", "screen_array = [screen1, screen2]\n", "\n", "##################################\n", "#Wavelengths \n", "wavelength_array = [wavelength]\n", "\n", "###############################\n", "#input field \n", "\n", "field_input = moe.field.create_empty_field_from_aperture(aperture)\n", "field_input = moe.field.generate_uniform_field(field_input, E0=1)\n", "input_light_field = field_input\n", "\n", "##create ensemble \n", "ensemble = moe.ensemble.Ensemble(aperture_array_amp, aperture_array_phase, screen_array, wavelength_array, input_light_field)" ] }, { "cell_type": "code", "execution_count": 188, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:46:48.020226Z", "iopub.status.busy": "2026-02-06T10:46:48.019728Z", "iopub.status.idle": "2026-02-06T10:46:48.732603Z", "shell.execute_reply": "2026-02-06T10:46:48.729616Z", "shell.execute_reply.started": "2026-02-06T10:46:48.020226Z" } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAwAAAAJACAYAAAA6rgFWAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAABJ0AAASdAHeZh94AAEAAElEQVR4nOydZ1wU19uGn6V3kA4CIlUUFRvYe8eCCnaxN2xgwd5LVFRsEXtDjQV7ixoVGwoaxU5VBBFFel/K7vvBV8z+7zWRxNWYfS5/fuBiZnZ25sxZZufc5xGIxWIxMQzDMAzDMAwjFyh87x1gGIZhGIZhGObbwTcADMMwDMMwDCNH8A0AwzAMwzAMw8gRfAPAMAzDMAzDMHIE3wAwDMMwDMMwjBzBNwAMwzAMwzAMI0fwDQDDMAzDMAzDyBF8A8AwDMMwDMMwcgTfADAMwzAMwzCMHME3AAzDMAzDMAwjR/ANAMMwDMMwDMPIEXwDwDAMwzAMwzByBN8AMAzDMAzDMIwcwTcADMMwDMMwDCNH8A0AwzAMwzAMw8gRfAPAMAzDMAzDMHIE3wAwDMMwDMMwjBzBNwAMwzAMwzAMI0fI1Q2AUCik6dOnk7m5Oamrq5ObmxtdunTpi9ZNTk6m3r17k56eHuno6FD37t3pxYsXUpfdsWMHOTk5kZqaGtnb29OGDRv+8TY/cvPmTRIIBCQQCCgtLe2L9p1hGIZhGIZhPiIQi8Xi770T34p+/fpRSEgI+fr6kr29Pe3evZvu3r1LV69epaZNm352vby8PKpbty5lZ2fTlClTSFlZmQIDA0ksFlNkZCQZGBiUL7tlyxYaM2YM9erVizp06EA3btyg4OBgWr58OU2fPv1vbfMjIpGI6tWrR7GxsZSfn0/v378nQ0PDr3uQGIZhGIZhmP82YjkhPDxcTETigICAcldYWCi2tbUVN2rU6E/XXbFihZiIxBEREeXu+fPnYkVFRfHMmTPLXUFBgdjAwEDs7u4usf6AAQPEmpqa4oyMjApv848EBQWJDQwMxJMmTRITkfj9+/df9uYZhmEYhmEY5v+RmycA/v7+tGbNGsrIyCAdHZ1y/9NPP9GsWbMoMTGRLC0tpa7r6upKREQRERESvkOHDhQfH09xcXFERHTu3Dlyd3ens2fPUufOncuXu337NjVu3JiCg4Np4MCBFdrmRzIyMsjBwYEWLVpEqamptHDhwr/9BCArK4uuXbtGlpaWpKqqWuH1GYZhGIb5vgiFQkpKSqIWLVqQnp7eN3/9N2/eUGZmpsy2X6lSJTI3N5fZ9uUdpe+9A9+KBw8ekIODg8Qf/0Sf/hCPjIyUegMgEono0aNHNGzYMPidq6srXbx4kXJzc0lbW5sePHhARET169eXWK5evXqkoKBADx48oIEDB1Zomx+ZO3cumZqa0ujRo2nx4sUVPwB/4Nq1a+Th4fGPtsEwDMMwzPfnxIkT1L1792/6mm/evKFqjpaUmyeS2Wtoa2tTVFQU3wTICLm5AUhJSSEzMzPwH92bN2+krpeRkUFCofAv13V0dKSUlBRSVFQkY2NjieVUVFTIwMCg/DUqsk0iokePHtGWLVvo3LlzpKio+KVvmYiIUlNT6f379xKuuLiYiIisZ3uRqrl+uddRK4T1h1e+Ca66Si4475Ch4Cpfzga3YFMIuCH3BoDT1BSC09+mDE5tCgahXXVfgTu3HTMeuVYCcNt77gAXWmCD23vrDE5jMW6v/oYYcAN04sB1D+0PjkS4PZLyvM7AAo9z+nttcFUq47ESbcWsSZc518BdGOsCzn/nGXA+lweD29l2F7hFPp7gKK8AXWmZlOXyQbU8hNdvSrEeuKi5drhcMzxW5qdTwCV54vXaovkjcApSTpKzxmtwrdTxm7NhK7EdtBsTBq6JBrah1f3bgCtejtdMrlAN3GhrPOcrIzuBa24XC+7WK7w+BG/UwVWKwj8UirvmgGts8hLc7QN1wBVJefgp1MfX0LHE1xBf1wNXq8czcDONH4Ab17amxM8v51aHZZQ0S8BVWZAETrhOF5xKAB67Mk08j3YzsQ301rsHbtKT3uBUIzTB6UVj/6+Uidfky76VwFk7vAX36jleL5UdcbleZniMtx7pDE4FTyMFj98H7nBOFXCZpRrgQk/UAzdr4EFwc67i8ful/R5wM0fgH+DZ1fFYkZRuXfslHmeFklJcsKBY8seSTHrw9sRnRy/IkszMTMrNE9GxXWZkVxXb5z8l7mUJ9RyaQpmZmXwDICPk5gagsLBQ6nAXNTW18t9/bj0i+qJ1CwsLSUVFRep21NTUJJb70m0SEU2cOJE6depE7du3l7rtP2PTpk20cOFCqb9TNdcntSpG5T9rqmMnZF0V97GaahFuy9gUnJYaruvoiB2FylsTcGo6eD60NHB7GlXxjy1Tg3RcTg/3r9gYe2Jp+xeThx+WGmr414e2Km7PxA7/kKxeCduISgzu35feAKhXkbI9FT1wWlKOVZkWHvvK9vhhqa2K79dO2rl8hu/DQcpyWmpG4ATF+Ic9CfBDUKyI79fcHm+CSoU64F6rG4NTNcY/wrRV8A84VRN8bwa2eLOpKMDjbKmJbbK6Jr5fDV18DVN7LXB2WnhMtZXxZq7IGo9VaRH+gWnlgE4lDduGvu17XE6EywlE2IY0UvCPc8UqeE0bWeCxUq+Ex0WMp5LERvga6lJeQyRlkgV9W7yJrG6Ox09LINleVCrjvilpF4PTUszD5az1wamqY39Tpon7YSDlXNgZYrtQzcEDpRaPN71amtj/KxfgPquYYV+gVRWvF5UsKZ8JVfF6trDEtqJmiOuqSvnuq7ojHhfTLLxelErQSXuNqg7YVlSicLlqUvo0bVXs00r0pNylSunWtdTxOCso4rESlOFnL5H0vyW+FTZVlchJyvH4p4ikfdgxXxW5uQFQV1cnoRC/VS4qKir//efWI6IvWlddXb3823Vpy/5xuS/d5qFDhygsLIyePHnymXf25/j4+JCXl5eEi4uL4yFADMMwDMMwcorc3ACYmZlRcnIy+JSUD9/Qfu4Rk76+PqmqqpYv92frmpmZUVlZGaWmpkoMAyouLqb09PTy5SqyzWnTppGXlxepqKhQQkICEX0I8RIRJSUlUXFx8Z8+HjM2NoYhSQzDMAzDMP8UkVhEZeKvnwMQyWCbjCRycwPg4uJCV69epZycHIkgcHh4ePnvpaGgoEA1a9ake/dwbGV4eDjZ2NiUh3U/buPevXsSswDdu3ePRCJR+e8rss2kpCQ6cOAAHThwAJatW7cu1a5dmyIjI//y/UtDVamE1JU/PbptYJAIy6xxrg8u+1hlcA06PgV3w6gaOO+hvuAMJ+PwjcPOOG6855zh4GKf4XjPhyVVwenq4XPXKkvughsVPAhcqREOJdl1eBO4CWnu4H4b1wyc0RbMUEhDJV3KM29HfFTsWCkVnNZq3Ocze0+Ce7QDO9kJsyaCU62GY/FnvuoBzqfdRXBDRviCK3HArifLFodDWB3Gm3aLK/ho+FQDa3DBUbgvh/ZlgDvu0w5cm3PYnsWNcRDys2X46H3yY2xXEw6MBDdHShnGAbNDwW092hHcxbOYaZlxC8dDj7yDmYzqlfGLh4XrvcHt8QsCl1qGQ0cux+BY6ipnsY3HDMGhHk6jcbmH2g7gSvAQkFEkDpF40wyvGS/r++C2OWBeIqEDPgWef6UuuLSTkjkSJ2/MRUStsgXn/Tu2qbVxuB9vu+uBqxyKQyJ1lHA4iNfPU8GNHXIW3MEQzHeYBWD24t4bHFvuMPAhuOweLrjcY8y4lD3GHMT9B9bgTDrhcrQIh9g4H5gATlCKfb2CHfabxU7YfmZNGw2u55wIcA1O+oEzrYOvaz4mHlzkA8zM5JvgdVXcUMo+p0suV/ymjEj6CN9vhojEMhmuw0OAZI/cVAL29PSksrIy2rp1a7kTCoW0a9cucnNzKw/RJCYmUlRUFKx79+5diT/Yo6Oj6cqVKxLDa1q3bk36+voUFCT5wRkUFEQaGhrk7u5e4W0eP34c/vfp04eIiPbu3UuBgYH/5LAwDMMwDMMwcobcPAFwc3MjLy8vmjlzJqWmppKdnR3t2bOHEhISaMeOTzO/eHt707Vr1+iP5RF8fHxo27Zt5O7uTlOnTiVlZWVas2YNmZiY0JQpU8qXU1dXp8WLF9O4cePIy8urvBLwvn37aOnSpaSvr1/hbUobq//xG/9OnTpxJWCGYRiGYb4Lov//J4vtMrJFbm4AiD58Yz537lwKDg6mzMxMqlWrFp05c4aaN2/+p+tpa2tTaGgo+fn50ZIlS0gkElHLli0pMDCQjIwkH0v6+PiQsrIyrV69mk6dOkWWlpYUGBhIkyZN+tvbZBiGYRiGYZivhdxUAmY+8fTpU3J2dibrMf4S03c27xoJyyb10AMXO8EanOFDKdPvpeEYS715mDN4fAvnZj/VbxW4yV2wcFq0P44rFhfjOOAedXAc8JnzbuBK9HCsu8MuKXM0F+N7KwnEMZvxMRjQdlqO0w2WJeP82Aqa+N5OPrsCziO2K7jiBTh1Xf50HMOu1/sdOIEJ3oDGLcUxqiaVcHvCEvxOwWAGno/Uhjje/+S8leBGtcYx7Lk/Y1sT/IxB9/Qa+Lo3fFaDG+jWC9zzJXjeLE7h9pTzsL1Ia+MeUuaT3zcUMyMFppgpkPYaJ3ZuBNdlwiRwuUMxX2MQiNNMKoc/Bxe3qDY4RSuculT9Ok6x2GNUKLg3RXrgQl/htb+h7i/gpgRhhsLiVynThQbhuPPVVY6Ba3dwGjjlXBzDbSFl7L2gVLL9xflgu7ALwjaa7ozXs9G+SHBn426Bc1k9Dtw1P2zLbZZNASeWEiUyP4Vj7AurYZ9RYILXc90J2Jb7GYSDWzAaM1uqt6PA9bj7Apyi4Mu+/V31BPM7Cgq4bpWR2L/GzMSsif0ubFNR0zBPVW0S5j4a3sBpWX318XOn4R1sywq/Y/+q3AjzSiEuknVqYqNLyL1tGj158oRq1KgBy8uSj39H3LliKpNpQJ9Hl1DD1m+/y3uTF+QmA8AwDMMwDMMwjJwNAWIYhmEYhmG+DjwL0I8LPwFgGIZhGIZhGDmCnwAwDMMwDMMwFUZEYirjJwA/JHwDIMeY3cwnLfVPhXjuvXWBZUzUMTy1q/fP4CYkYkhNIMbmlbwNC+RUTsdA7aBYLGiz7TTWPHBRUQM3PKkJuP76d8BdS8QQsPp9KUVkXrwGJ65iBu51ph440sD3prAHnZ0Wvu75OGtw3TsNBOd3PAScT5cR4KprYEjZ+qoQnKMGFrJafQkDq+pGUkKY7bGY0P7Xt8FJC96OGeAFru6RGHBzjDCEOGZma9yXphjg9HjqC27jrXXgvO6OAifUwfCsZiKGYoeZ3QC3flBvcJlOWHiq5ujH4O6lWIHr0x3P78gDGHZdHozH1HPTKXCHJkspDFULr/2cc9juNbpgkPzSAiyAd23jZnCuO1zAjX2N7804GYOdcQMMwGll4XXU+ZI/uIhRGKANK8Jg+qY9WKhL/5DkdWQoxtfMeqcHznYl9iMZffA9tBg/Bpy6Dv4xFF2iAq7jKAwQHwzHfm7+xKvgggbhNTn3ZywuN3PzUHCdxmC7fd0K989cyQncpqBa4CpFFeP2WuP2FEpA0Yiev4K7kI5BXn3cZdp0fie4ttex2FhRQwwQW6lgwNltx2Rwk3ufAGddBwPEe1Pxc6xTmI/Ez8VJ74gIJwRgmC+BbwAYhmEYhmGYCsMZgB8XzgAwDMMwDMMwjBzBTwAYhmEYhmGYCiMSi6lMBuWkRFyiSubwEwCGYRiGYRiGkSP4CYAc02XFTaps/6k6ZVYZVqrcoYnhz40pbcG1GB4B7tTN+uB0ozEwp5mCAb/Mmuhmu2HF25wmVcFp/YrprheRWN32l1kB4Pxf9QT3RrsaOGnhM+v+v4NLOmgPLiETw4YibynVRDPiwQm0serqpAd9wR30XA+ujgpe7rZnMeyqY4TVWW2PFIF7k4zhVMEUdK3v4/HL+UlKBecEbBvFQzFgWnvRRHD+XhiAvXETg3oJC7Fd+UT3Bydt+KnhGQwkZ7fC87tm7ABwKkVYTdroRiq4RQsxwNgxBEOsAw8cArfdF9tuSUt8I4d9MfD7qh8uZxGE1ZUFlqCo5BAuZ3AGrwXnGjhRQOUobFfK+VgNWayIbUOkivtssgDbuMIbrDQ78NAgcFSC4XxSx+2ltUyT+Fl4xgSWGXX+GrjgFq7glIUYzM/cmwWuqBj3w0gRj93h0Ebg7A9iGN66Awb4Fe5jNehpkZ7gzDpimHneOqzYrSWlj3ztjTK6xVZwXWPwc8fXGPv1VTewLZsoYfVrJeua4AxvYd+yOb0pOCcLDMOXXE4DV00VK7xTjVxQa/d5gBNgsW8qcsbz1shWcpKFrLJMwprO3xbR//+XxXYZ2cI3AAzDMAzDMEyFKZPRNKCy2CYjCQ8BYhiGYRiGYRg5gp8AMAzDMAzDMBVGJCYqk8GX9SJ+ACBz+AkAwzAMwzAMw8gR/ARAjnmSX5lScvXKf47rrAvL5M3CKM6TE47gkhJwOV0jvL8UYTFHKvPHQJX+Aaw4mjgEw6lGbZPBlabh/s06VRucnhMG4eoY4faMfB6Bu3wbQ2UFXrh/Jj9jtdcSLQz8vm+DlSpLtDBQu94vCNyyXv3AeY7zAefdACvyOq3BwFxWHaxOqvwaA26uveLAve2MAc5XKng+fh2DAexJtTqDez+8ITiDp9jW+g1LBLfqAIZiVcZkgst5g6HsR+2w2nX079ieR6zB96b9EsOZ0khbi9sbEoPnctwwrNwbXN0aXFIAdudmN/FYJfTFr9bsN2M4M6GrlEquYRiUVX2HYcWSZnh9mIZjddeUxljJ+9EEPPadonACgErjMEje4ghWiU4v0Qb31EMZ3KsBmHC+44PVx+v84ivxs8VqPCazO2PlZ41BeL6F2PRInIPHU1MT25S3/xRwqrb4GmJldEezcIIGBTMMM5vpYf/wMs4UXG0vnLCgsBX260qFGIS2yx6Ny2ViW96cZg1Osynu3/zzWP2aJmKI3PIyJm+VBbHgiubh+9UPxetl4Inx4CykvMbbwRj8ftB4O7iOY3F7iQLJ/iY/BwPK3xoOAf+48BMAhmEYhmEYhpEj+AkAwzAMwzAMU2FEJKAywicsX2O7jGzhJwAMwzAMwzAMI0fwEwCGYRiGYRimwojEspmxh2cBkj18AyDHPM4wJ3XtTxVyf7u/D5apHzYSnOlxbDZKeRjw04nCcNzi08Hghq2bBG7n/HXgPC9hsFWtGEOnWhq4f1XO4v6pbsCwXZyjE7iMcfngHLdmgHu5UEoFU//34LQH474MuvwQ3C+TMBQ79OQYcDZaGBAUlOLj030PMYCnNAhDmGVV8LgIdSqDe/YQQ4MOGffASXuSa6KIQWjBSU1wRh7PwCWOrQ6u/p1h4AyeYADvnUYl3BkjDPT1iukFLu6JBTg1zG5TXF8MnW7qiSG/pb5DwcV74KfewbXYDtKOYJs8XhcDqztbYGVTraYYgI1b5AJOrIT7MjowBNySJ1iN9UIDvH49FmBFYyUskEwOV/BcOs7GQCnlYYh/1zOshDu79nlwl7piuLzAAttL/Z1+4KwvS15v/juxT5s/dwS4SpcxND/s5h1wO5u4gSuzxiBqSlN8gG+9D+vCxvpgu1UY5YLb64XttnUlrPBuXjsHXNJSrLqdPtUWXOiEVeCuFJiD2zQJg7wqmdhvKu2VUin80hNwsXlYrTrGBqvDV1PHyQ7uv8Gg8e8RWAHcvTlWv753py44rYtYzb3xDV9wGuoYg202Q7K9pMVl04MrsBjDfBF8A8AwDMMwDMNUGM4A/LhwBoBhGIZhGIZh5Ah+AsAwDMMwDMNUmDIZPQGQxTYZSfgGQI5pZRpDJpYp5T/3cfWAZapm4bjVhOku4Mxv4MMktaevwa150x6cZvtUcKNWYC5Aoy2OPTWchU34yNmN4FrNx7G8TVelgItuja+R6465gN5Hj4NbeKMbuJSnOK62UkscW73sJo7THbfmKrgOWji+9WSbOuAU6+Pr+jx7Cm7xMm9weQ6Y3TC5ieOtz8/eCe5aNGYFZp7BMc0tl00GN3gcjtVuGhkDzncyFt9Svo8F1940wZzB0b5rwI2Q0jYKLLAIlto7bONW57LAxU/HMfbTnniCM7+B783pAeYgXveuAq4oAcMH/W/jMVXDume0+MkOcH4PsIjdBVcsOqetgMd0jpR9aS/GrMqp+Vj8LUtKZUCvq2PBvW+N10ffqRfAZfyEY9EXJuGx7zgEx2s/m10LXNVFeM0kXpZ8jdWOLrCMalu8hmKkjImvoXICHClhn/Z2Nm7Pw/o6uN+SMfMR5LkN3K1OeJyOJ+D7f1Yfx6GXtMfx7x1WXQPnq/8YXPWzvuCUM/D9lnpiLkdchhmrkPbYZ5zKxv4w1xczFPn9cSz+O3sshvliEK7bsxVmN47/hv2cRQ6eN6EO9iO9R14GF5ZuA66GhmShymR1KSEahvlC+AaAYRiGYRiGqTAiEpBIzBmAHxG+AWAYhmEYhmEqDIeAf1w4BMwwDMMwDMMwcgQ/AWAYhmEYhmEqzIcQ8Nf/LplDwLKHbwDkmHMnGpKa4aeAk54bFsJZH7ge3OBIa3BvS/TAHd6BQdkJoyaC072OwdZjcQfANbmPgdViYwxy/ZJbFVx6YwyV3V1eH1yb6zfB9VA5BW7VXiwUZfIaw73bFmHo9JcsDIuFT20A7rIdhl2PL24LbsEyDHWeO9kdnN+dGuCsX2FxnYJ7GCC23nUfXLgQi+vMCO8JrmkjLOb1fj6GCy9cw2Owsz0WmSobiIV5DtXDQltdz2OQ3Ce6Pzj1gRgG1xwsBKdmjwXXXrfVA0evsB3k6GGA0cwWA7X+R7DdD7uOhbFaVMMAsZkaHpdftzUBN3PtcHCWkVj8jfajarVqCjj7q1ngiswxzDxIYzA49dV64BzTMdh45PQucK3n+oJTy8d2JVbCPySip+K1oCjG/u/lPJwAQP1dlsTPpRexIN77SxgEt1/4CNyUVR7g9I5jO6NB6PYtwMJ+jk+wQKFf0ChwHQdgiJV+0weV2xdfQyUXj/Gvc1qCM1yeC85pIzrdIJwEYlOVM+AGthmE+9Iez9nt8diPJHXFSQJ+81wJznMpFqurehCD4F0HPQB3IQWLy41ffwjcgbe43E13DFbHr8LzsSCxq8TPxa/fEREWkWSYL4FvABiGYRiGYZgKIxbLJgQslsE2GUk4A8AwDMMwDMMwcgQ/AWAYhmEYhmEqDBcC+3HhJwAMwzAMwzAMI0fwEwA5pkXXB2Rk96mK58EHGJ7yPOYLTss2C1zk2A3gVqTXBdcj8CK406NagVudjq9hoJEPzn/zUXDnsmqDG1T/NriQF83BHbjYDJzOC/wmokoIhjA1juNyM9pi6LTXmTBwkW8xHBcfhhVgLdMwnDoxeCS4qsewBOyUo3isYmqbgcssxQDnuZcYhkxopwbO0SwPXFoQbq/tnShwZ30x9EwtskAVvMaQ8joLDEdb2WK4ULgH3+/rFlitU2MYhjiH9/sV3M7oRuD219kDbvoYrG574CRWaG29HEO2bv2iwd18iVVClZ9pgKtyMwvc6w56uO57PG9ej4eCK8ZDT2XaWM03oQdeC1pFGITWycUQeuIc/F7q5yxncMJK+BqGx/FYOVzA13hzwBpcaH0M09c/ilWiHee/l/hZyRvbt7k1BpmTgvF6tliC7yGtCYbmRS1wYgNnqzfg1pzHa3xRcmdw74rwRJofwqrvid5YIVqpEM+Pcc9EcN21YsFt/wlD6b0NcBKIbk8HgBM4GeBrSAn6W+liCN+mRQI4960Y+C3DQuak1Rz7paX2eL3od8R+ZHNiC3C9zbEK9bE9WL3YdgR+JtQ++kLi5/caOYT12L8tIrEClYm//nfJIhlsk5GEjzDDMAzDMAzDyBH8BIBhGIZhGIapMCISkEgG3yVzJWDZw08AGIZhGIZhGEaO4CcADMMwDMMwTIURyWgWIH4CIHv4BkCOuZFiQ2rKn6q5Os3AIJfDOaws+Ww8VtFsUm08OP3ge+B6P8Fw6uAdp8EdaIqhKBUdbK6jp2FQ0WE8VmmM2YJhzUbuz8GFPcPQW6kqBkJJgJ2Tf+Xz4NIvYEBw5jqsxHrhfAC4K4WW4Gz7Y7B1bUo7cD7eV8D5Lh0HrhCLmFKV/UngLN+/BBc/2wWc1UWsWBr/GCtaCo9hGFf1bQ5uTw+DcC/K8MHlZgus4Fx/N75fs6sJ4N7XwXCm0UMM9F0+hG2y6ja8PhZ06gdu6MkT4FrflxKybYXHIGMatgNzQwzeKgqx2vX6Uxg0nuiBofHXHY3Ajbc5AW55XDdwrYIwYJ/xygVcyW8Y4sxyxMBm5UCsSqy4GZdr1h/DlHfy64HrNf4yOE+dS+DWpmOFboOHUv4IUZB0yT/rwCL5sVh51mYlvod8SwzSa6fj+aZneE0us8YK5YqEr3HjHgb4DSLxGppy4yC4beOswKnMwsrZ8eF4DbkfmAbO+NdX4DKk9JH5J03BKRqCIrNQrEqskYjXUP4qC3DmedhXLdiJQfDZd0eDi1uJFZJnuR8Hd7RLY3DDryeDW3G/AziRH17j2UskO+yC7LdEhG2ZYb4EvgFgGIZhGIZhKkyZjGYBksU2GUn4CDMMwzAMwzCMHMFPABiGYRiGYZgK82EWIM4A/IjwDQDDMAzDMAxTYT6EgHka0B8RvgGQY3R/0SBNba3ynwfduADL7O2OFVaVUl+Dy/HDEoqlGlhZeM0edFU7YMA0Zro1uLJKGMxUyFEE92siho8drlcHl1eClUmdpmL1SmEDDAbHTrYH1+c6BuZaOOL2Zo0/AK7LvKngOvneANdBAwNkY0xDwS3r5AXOWPQO3NyLh8GNKp4ALr8WhkStg7HCqkIJhvL82mA42rRDNjg1BQyx+p30Bmdc/T04aZj9ipVS33azBve8L1axHta4DbiJpr+BW+DWCZzX9evgNv7kCU7vLbZnaWTPyQJnMBGDjnp7MWA/YCG2q6y++Bqlhnjsf8+1Bmd3CIOTyU30wGmoYNvAM05kcBMDpS9WYpXay4MbgusafA3cyxAtcDfCMLx92hmrj6d1x/CxSTaGauODJK9ztasYYh02HIPHN7dgNePDhzeB255ZH9wboS64rlKq4Jpewz/EtMzRpTXC8x2aVQ1cqTque9j+CLjZmvg5Ef7GBZzeYayQfLkXBrf1rLD9JLXFyRhO9AkEN8ofqzeXDU4HJzyAqeLR23HiAF1N7NOM72G7OBqI7+P5bOw3Ha9h+F+Ug4Ffa8e34FQnS14vAlEWLMMwXwrfADAMwzAMwzAVRiSjELCIQ8Ayh48wwzAMwzAMw8gRcnUDIBQKafr06WRubk7q6urk5uZGly592Ry6ycnJ1Lt3b9LT0yMdHR3q3r07vXjxQuqyO3bsICcnJ1JTUyN7e3vasAGHGHzpNgsLC2n48OHk7OxMurq6pKWlRbVr16Z169ZRSQk+xmUYhmEYhvkWiEhBZv8Z2SJXQ4CGDBlCISEh5OvrS/b29rR7927q3LkzXb16lZo2bfrZ9fLy8qhVq1aUnZ1Ns2bNImVlZQoMDKQWLVpQZGQkGRh8KnCzZcsWGjNmDPXq1YsmT55MN27coIkTJ1JBQQFNnz69wtssLCykp0+fUufOncna2poUFBQoLCyM/Pz8KDw8nA4cwPHkX0p2vwISWuWV/zz3RB9YRjwaxzqqpOPYSbM9OJ7ZZVEEuCv7sYBKWdc8dGuljPfPxfH+xndBUbObWLhFqV8+uBq6OP74+PZa4EqKysA1sn0G7lYUZgVSPXE888qO/cF5TsEb0QuTW4C7OhWzB6l3sKiWYU0ct1qmhqGqxR3xnPc4jGPYz25qDi4Td4UOTV8HbuR4HJOb5IXnVzcciyKZvsP3Mb4rFjlrsAjH7l68vgrcQPcR4FpPxHXPrlsL7l0ZtoOCetbgFl2yBRe2GPelyxIslJSL9ZSoJBULTWUPwvyKzUA8VoRNSCpX2uFYah+XruBiVuA4bEFDfF3tSljA7c1aPXCxJubgbrphUbwh8e7gqqthHuaIa0dweZVxny8vWAOuT2wvcI3mYz5p9/VmEj+LsWYVbfu9Gbgeh7BA4fD6PcBltbQB13c+5mhuvKgLTisJx9intMLx5R51cF+u7MO+Wb8Mr9NeY33BlarhH2s53TAvEpeJnx2//rYXXPuHg8ENtnwMrusVzCupeOIxKEnDftgyC6/n7Kr4J1GPOZj9udIfs2z5dTAHpx2Nn1m5tfE14rpvBudujYXpWt6XzPm8i8ulsO6wGMN8EXJzAxAREUEHDx6kgIAAmjr1QzDO29ubnJ2dyd/fn8LCwj677qZNmyg2NpYiIiKoQYMPF36nTp3I2dmZVq9eTcuWLSOiD3+sz549m9zd3SkkJISIiEaOHEkikYgWL15Mo0aNokqVKlVom/r6+nTnzh2J/RkzZgzp6urSxo0bac2aNWRqKuUTiGEYhmEYRoaUiYnKxF9/xp4y/O6R+crIzTOWkJAQUlRUpFGjRpU7NTU1Gj58ON2+fZuSkrDU+h/XbdCgQfkf6kRE1apVozZt2tDhw59mUbl69Sqlp6eTj4+PxPrjxo2j/Px8Onv2bIW3+Tmsra2JiCgrK+svl2UYhmEYhmGYj8jNDcCDBw/IwcGBdHQkH6e7un547BkZGSl1PZFIRI8ePaL69XFqNldXV4qPj6fc3Nzy1yAiWLZevXqkoKBQ/vuKbPMjxcXFlJaWRklJSXT8+HFatWoVValShezscNgJwzAMwzCMrBGRApXJ4D9nAGSP3AwBSklJITMzHCv90b15g3OGExFlZGSQUCj8y3UdHR0pJSWFFBUVydjYWGI5FRUVMjAwKH+NimzzI8eOHaN+/fqV/1y/fn3auXMnKSn9+SlMTU2l9+8l502Pi4v703UYhmEYhmGY/y5ycwNQWFhIqqoYnFNTUyv//efWI6IvWrewsJBUVDBw9XHZPy73pdv8SKtWrejSpUuUlZVFly9fpocPH1J+PgZb/5dNmzbRwoULpf6uoECVSvP+ELzErBw5/oxFl3ZcwdBWu/UYaKyvhQG6kv4Yinp5DDMM+uG4M5k1MGyYWxnHHprfkBICO4UFgkL7YYrVdJc6vu4oDDS+nYFBvRe/7ABnIxgOzn4znrfrabgvBvNegYsMwyc+Jo/wuBRVwm9P+k66CK6t1lNwm1JbgzM+gAG8uNk1wXU6hoWnHF5gER7DKwbg3rthKE8tE9+HpRJuL7MBzojVfinui0lxGjj9iQngGuydDG5Al1BwPuuwKNL6mVhp61BrLAJVJuV6690Zi7+d24KB0jETT4D75VZncL8txnBvk3X43lpf9gW38PZJcBuXYbEo3+hH4CYcHQZO6QVeq7eHrgbX6dEQcJohQnDSyDfDjzTtRCwqtTodn76K26WCOzy1JbgrPislfl7+tj0sc/U3F3Dz294CF3ABw6SRWdhHrv0NC86Zt8FCUS79EsClHMAiajHLLcBZiDBUrbQHj3vK7qrg0l1wwHZU623gulfHvqVHcyxo1nHxbXDnl2KiXdMK+4cCS2wDjtuxDN3z8RgMtj2E73eTHb7utuN7wE3aPgpc0x6R4GKypRQHO+ADTn0CXi/bLkoe5+KUt0R0E5b7lohIQSZz9vMTANkjNzcA6urqJBTixV1UVFT++8+tR0RftK66ujoVF+OHzcdl/7jcl27zIyYmJmRiYkJERJ6enrRs2TJq164dxcbG/mkI2MfHh7y8JKvCxsXFkYeHx2fXYRiGYRiGYf67yM0tlpmZGaWk4LSPH525OU5HR/RhFh5VVdUvWtfMzIzKysooNVXym6Ti4mJKT08vX64i2/wcnp6elJeXRydP4rd0f8TY2Jhq1Kgh8Z9zAwzDMAzD/FNEJJBRBuDrzyzESCI3NwAuLi4UExNDOTk5Ej48PLz899JQUFCgmjVr0r179+B34eHhZGNjQ9ra2hLb+N9l7927RyKRqPz3Fdnm5/g4RCg7Gx9tMgzDMAzDMMznkJsbAE9PTyorK6OtW7eWO6FQSLt27SI3NzeytLQkIqLExESKioqCde/evSvxB3t0dDRduXJFYnhN69atSV9fn4KCgiTWDwoKIg0NDXJ3d6/wNtPS0kgsxvGV27dvJyKccYhhGIZhGOZbUCYWyOw/I1vkJgPg5uZGXl5eNHPmTEpNTSU7Ozvas2cPJSQk0I4dn8Kb3t7edO3aNYk/un18fGjbtm3k7u5OU6dOJWVlZVqzZg2ZmJjQlClTypdTV1enxYsX07hx48jLy4s6dOhAN27coH379tHSpUtJX1+/wtvct28fbd68mTw8PMjGxoZyc3PpwoULdOnSJeratSu1bo2hqi8mQ4XoD0Fku4MYTn3b1gRcugjvG0saYDXfvY6W4BTUcd2YLRgIdfTBYGH9Kxh2vZeKr+E6AKv0Jhbqg3vbGMO9ydONwWke0wNXqoEVMqNK8PhVW4MusXMlcDpbMIPSZg6GdhOf4vAtnacZ4Ox3YUBw/2YMK+5vjzeQldSlBOIb43FRlJLLNL6HN6tCM6xkW6aMnbv6aww/6p3G8LGPCVbu7dj/PriLuS7glLvi/i21wEqfS68NBResjGFA2xlY7foN5m5pa1QTcIsm7QO33bk6uCLM19NPoVil1+EKHoM9OY7gNFLxGPgNPwNu72sMjxr+Gg9uvgADvzNnHAfXWRPXbbgH31ylaNy/1YvWglMWYH9gdDERnNAeM1L7f8NgtakHvq64QQ64c3lOEj+nFGL7btz6CbiWyzB8bbofQ/ipfTBke3Y2VpLu/wiP++MhGNLWqYbH6bUHDjEtMMP379AfJyJQklJdutoKXK7btEbgjr3EiucdfXCfr7x1AKeeikF/rSScOOD1FOyb82zxHE1u+iu4n99ixWkVdfxsm74SA7+WwZHgbjbAc1lZD5/aO9TH4zfZEvv/EVck+6WyHHyv3xqxjKbsFMvP99PfDbm5ASAi2rt3L82dO5eCg4MpMzOTatWqRWfOnKHmzZv/6Xra2toUGhpKfn5+tGTJEhKJRNSyZUsKDAwkIyPJRL+Pjw8pKyvT6tWr6dSpU2RpaUmBgYE0adKkv7XNpk2bUlhYGP3yyy/07t07UlJSIkdHR1qzZg1NmIBl0BmGYRiGYRjmz5CrGwA1NTUKCAiggICAzy4TGhoq1VtYWNCRIzjlnzRGjhxJI0eO/MvlvmSb9evX/6LKwAzDMAzDMN+SMrEClclgGlBZbJORhI8wwzAMwzAMw8gRcvUEgGEYhmEYhvk6iIhkMmUnJleYrw3fAMgxqqkKpPaHx2wiZXwglC+lHMGglVPACWtjGGlFQji492VYkXfxlFrgihpjMCw0AYusudthiO7mbAyfXdwaBK7BRMxQnPmfKp9ERD61uoDb/fgsuHAhBmVfzZcSbD0ipWsbghWXPbUxCH1I0AHc8FMYZpv3qBu44iZYIflZvf3gokowbDdRAY/Vkv4YYl24ZSA4xeYYoutgGQXu192NwY19gMHWzW5YbfvVSQx6hlxZB257GuZ91nTsDk5FHxPOAR6/gFuY6A1uaMur4CbqPwBXJMYAo8pTdIt+qgvOum0Sbq9lbXBxBdiG3rfA83uoGh6/gl/xOJfWxeUMLyaACwnBsPrhGhhCF/XC4OnPi9aDm90R21XMMENwt25jWPZKIU4UsPQpVtbVXYGVgD0WYDXzrbFNJX5WPI+h/jd4iInUUGmfxXLQySG43IW8GuCO1d4O7sohPO5LbmFgXPkd9vWq6fhHXPSUKuCaNcY+d/pP2Acdz6kD7kw+9pFOszHofz3RFtyELRgsn3OuNzi7n3DihdMnN4FzW4Z9mk4htsdGnbGvehqEVdBf78fAr+pFXXBqfbGS+fMwrCxvWhUnqRCoSH52CJRxfxnmS+EbAIZhGIZhGKbCiGSUARBxBkDm8BFmGIZhGIZhGDmCnwAwDMMwDMMwFaaMFKhMBt8ly2KbjCR8hBmGYRiGYRhGjuAnAHKMTsM00rD+9HNmBgb8Dg7CsqYJJVi5d8odDGPN7ImVKmvueA7udVcMxeqHYwBR8Azd8QIXcNQJw2yKArzXVW6fBm7CCy9w8dMw3NV8N1ZsFdlj+Mw2AEOdJTqYEFRYog1uTNZwcLk98L353/EEN7EuBlHX/4YBYg9XDAjuCz8KLr0GhhWlUYwFN+lW3Z3gxr/C1x01+jS423kYakwagtVtxU2xuuaedKy+e/4WBhMdkjEom9zTBdyitRj41X2F4fdjW1qB6zAVg479TviBsz2MQe1SLNZM7sa4vYG7j4HLEuH+OTZMAXf7NoYua6thANYgAI/VmfltwOk8wErUCe44AcDyHhgkH7F6EriivqDIbkEkuP7nJ4IrnomVsisvxf5AlIth9V2/YHC5bY97Ej9H38f2+KIXvlf79VjtdcX0E+D6pWF15D0/Y2j5UFZHcKKB2KcppeK1u70vTorgEzQWXJXz2FddN8Jr8m0h9puNDLD9LAnqD85/zCFw6lVxwodN/vgaG1fvArf6+ABw1S5jXR6H29hnGP6cDC6urwW4zHaq4CyW4MQBgccwlD7Bezw4hXagqN96nGxDv5VkgLgwr4Dwav62iMUCEom//ixAYhlsk5GEnwAwDMMwDMMwjBzBTwAYhmEYhmGYClNGAhllAPgJgKzhJwAMwzAMwzAMI0fwEwCGYRiGYRimwojFCjKZs1/MdQBkDt8AyDGaPwlIW/XTRaazJQGW8TzqC87qopRg4d04cNntMRx3KtYZd6QUH/XN998DLrkEK27ez8VKlVZqGPqz/w0DtUa/YZArvR8Gku12vAH3fLYROIc1uK7CW9yXlrswHLfvBAZHFUo1wCnWweCa5i2sNrlO1BqcvW8EOHLACpQr3mMl5TI8VLSjLlaetS68C659ylRwy6duA2eqiJUvB26dDE4Fs9aUkYKhy+sXXcE57sPwrKgmhhorX8Z9EalhVWelx3gu1d9gaHBlMoY4F3Y+DE6zCwYJg7x7gTv4GpPBZye4gXvVEyuvFjjia1AefhRUPYEBduUsXHf5YQyUTp3rAy54EFb4/b3IGlyOPV5HSnlS/hgoxX5ozg4MhU5dPgZc6nQM/FIUBsQjhq4BVzfEV+JnO8IGWWqKIdZdd46AG9qoD7jiLtgfqnXFKsVnawaD6zQTrxfbw1hN29Ubw70t+vwOLqUb9i2q70zAZey2Avd6XBa4yr9hf5gyHPv169vw2jW9nwhu5dhB4BQJ24+H80NwDwzxfCfPx77g1Tzc3onm2C6meWLQePhz3L+3I0CR9R5sL2Vq2OZf15X8TCjOk1Je+hvzYQjQ1x+uw0OAZA/fYjEMwzAMwzCMHMFPABiGYRiGYZgKIyKBTIYAifgJgMzhJwAMwzAMwzAMI0fwEwA5RmNRLmnZfCoSc/chFgP6vQ+OdWyShQVKlKs7gVNr+x6c7SQcV/xiuRjcvGdYKKpQiIXAqg7G7EHSWRzXfrkljj/uoYeDMUNqYPZg45EW4MQDcV+iJumBu+GO47y7rPQHV+yIx0U1DcecW87H8ajxOIyYFN/j/inZWoMbcvo3cBoKOM77sGlDcFGr8JwTnkrSt0gHNz+mO7hljljIyvhBEbj3LjjuNbTLanBjpuO4e5GTNbi9ITiGvc9IX3BKRXiOEn1qgLO4guPLH96wB5d5EcdNF+til6xZgHmE1GwsHOdx7CY4c+UscC6qr8ENfjIY3PvamHMxwjpgtKxtD3Al7fDbuwUdsZqXOBkLhtnVwnN+5sgOcE1r4/bGR+JxrnId+6Fds3D8/GR9LDTV7iGO4Va2kBzz/8uxrbBMvQtYkMy7B2YRhlw5C+5dyTNwF9tVA9e2G/bDJmex0GJh21rgGgTWBaeehhdvvhmexxruseBequBxr6qORcnuLrUEd7UN9temeph5CLp5EFzPxdiXlmqCIqEIryvv9Vh4cI9fN3Aa2tgfdpdyftU64WtU6YGfT2WemMvRmJMALuEcFqCMayWZnXoaLSQ8u98WkYwyAPwEQPbwEwCGYRiGYRiGkSP4CQDDMAzDMAxTYUQymgZUFttkJOEjzDAMwzAMwzByBN8AMAzDMAzDMBVGJFagMhn8/ydPAIRCIU2fPp3Mzc1JXV2d3Nzc6NKlS1+07m+//UatWrUiQ0ND0tPTI1dXVwoOxszQfwEeAiTHDDS+TVXNP4VFl/XB4Oi5tljUaOoADGtWUcbA1xp3DAfOungU3JQFWDSopd9tcFaqGCbtHIWht7HV2oNrt2gaONOa78D1fTwUXMFtQ3DFwzAwp/sEQ0ujAjBEaLwNC9pccwgB19u6GbiY3VhIzXHaC3DJfTBYJ6yCBXeWRXUEZ+6PYVe9gCx0GzGIWmVhNLjUvvi6rz0qgxuZiUFUrSkF4IT3MQQ8tg2um+GBYbtRs4+D6x01AJz6dCz+lnISi86p5ICiIiPcP5ujGORVfJ8FTrQdP/SikzCM62iYAu5ycwwNjgm/A+5OIS5XcB1fwyAaC20VTckEt7/GfnDt7o0CV98nClxzLXQXcvCcRxbj9VZ2CvdZEWvnkTgV+4h+m7FgVuBILE5nIyVE3e6Sr8TPfT0x3CvohwH+4p+wsZgq4fY7aCSDO9gar9N8c1AkUMTXrbsYC3xFddTHlXXwehY0xqJf2TPxMyG/DW7uphfGUy02YyHDd51x8om0ejjZQevrE8DZ77kHTqCFKeDQ5ljg61wm7t/itfjZ9lKI/chNT2xoOxKugev1Cj93Zs/bC25pTGdwCo2zwG3Ikpw4ICUnj4jw80TeGTJkCIWEhJCvry/Z29vT7t27qXPnznT16lVq2rTpZ9c7deoUeXh4UKNGjWjBggUkEAjo8OHD5O3tTWlpaeTn5/cN34Xs4RsAhmEYhmEYpsKISDYz9uAt4JcRERFBBw8epICAAJo69UMVem9vb3J2diZ/f38KCwv77LobN24kMzMzunLlCqmqqhIR0ejRo6latWq0e/fu/9wNAA8BYhiGYRiGYX54QkJCSFFRkUaN+vQUUk1NjYYPH063b9+mpKSkz66bk5NDlSpVKv/jn4hISUmJDA0NSV1dXab7/T3gGwCGYRiGYRimwvzbMgAPHjwgBwcH0tHRkfCurq5ERBQZGfnZdVu2bElPnz6luXPnUlxcHMXHx9PixYvp3r175O+PNSd+dHgIEMMwDMMwDPOvIy4Oi6kZGRmRsTFmM4iIUlJSyMzMDPxH9+YN5rs+MnfuXHr58iUtXbqUlixZQkREGhoadPToUereHYtX/ujwDYAcEzTDg7Q0PoW8SvdkwDKLj2CZ2dV9d4HTlFI9NnYBBqVOZtcDpxeFlVOvrWoELqcqjjNcZYrhqd9j1oJruMcFXNZlU3CjhmBlzpAtHcD9GrQRXKOVvuDynTCo+CoeA42zdLDacOzqOuCqBGNAV+0wjpY0H4Wh7KipuuAWO+LMCAcysEqo4QoM7RqswPBxai8tcF1/wxDiaXc8l2W3dcC9nYXL2ezD6rEkwOWKPLPAFYuxy3v1Cs+Rgw2GbBePl1IlepAnOIu18eCepOEHUkExvl+rAVgB1SHjIbi8bniOtE0xoHsw1RXc7ecYiHRYfRdc0vQG4FTOYii0Zc5YcNZYmJkuzMfK0afPNAfnNBBDuwv6YtVfY2WcFIBeY7D/pW91cDa/4HFWG4Wh5+5SwsxWJyTb2rwDu2GZEcHjwAVXw7B0y5vjcd/6Y7llwTmsZmzd5SW4RfEY+g4rwPN9fEF9cIp5+I2rVV0MJL/JwbCwVc8H4DIGYh8uPILXmunv2G6VepeAG2dzFdwBPbwORGb4GpV7PgW3LAHb/I73OPHCjSNS+sN2uH+Pi5+AqzQUA7p+4b3B2QVi28trj8d5TAPJPveZdjGtgKW+LSKxgERiGWQA/n+bHh4e8Lv58+fTggULpK5XWFgoMYTnI2pqauW//xyqqqrk4OBAnp6e1LNnTyorK6OtW7fSwIED6dKlS9SwYcOKv5F/MXwDwDAMwzAMw1SYMlKgMhmMJv+4zRMnTpCdneRNrJER3uR9RF1dnYRC/EKyqKio/PefY/z48XTnzh26f/8+KSh8eP3evXtTjRo1aNKkSRQeHl7h9/Fvhm8AGIZhGIZhmH8ddnZ2VKNGjS9e3szMjJKT8clVSsqHp7rm5lLmzyWi4uJi2rFjB/n7+5f/8U9EpKysTJ06daKNGzdScXExqajgdOk/KhwCZhiGYRiGYSqMWPxpGNDX/C/GkbJfhIuLC8XExFBOjmTdjY/f3ru4uEhdLz09nUpLS6msDIfZlpSUkEgkkvq7Hxm+AWAYhmEYhmF+eDw9PcvH7n9EKBTSrl27yM3NjSwtLYmIKDExkaKiPhUiNDY2Jj09PTp+/DgVFxeX+7y8PDp9+jRVq1btPzcVKA8BkmO6LQklC/tPQV1bFQzGjT6D1RenBWO13CoBkeDsbIrAPdTB6oudd2EFxfW/YfBWwRjDOypxGDQe0AGrwmq0AkVmex6D29oIqwRWfoOvO+cdBtzuT/8Z3JI0fHR5Kw2r9I42xGNw5xkGplVn4BzGKZtwe2pW+E1Fs+ox4DbPxBBr9yuXwW26jq/RRhcDbkfc2+FyGkfA7W7aFVx6TVBUlowB55I+WO20yikMsFceg+HC04SVlBUDMICXmIHVi4N6Yig2fh62v9ensI1bH8RQcfxP+GEiysJKqWVN8MCUaOF3N2UbsILuSsvT4MgS1QiF1uAKTfHYixXxdRUfYvD75LH14IYk4DXdYgJW/D4+FMvKvlqMXwe2tMbZQaIX4vm12YXXTMxyA3CDz2Hg1zgC36/vmmCJnwddGwnLOLVIALc5HfuMamYYWp4Yh/1SYD0MjOd1xSDvHCccnhC9BtvjOfdAcIezcXthw7APKpsBisbG4rnYkYzB98XWJ8Bd8cFweMhSbCtr1XFCirHXsXJvVCEO8Tge5QLufiF+3iV0wGtSrxVeB0J9/NNpQ7tO4IqccKYawcBicI6bsYJ6zho89q4/SX4eF6W/JaKVsNy3REQKJJLBd8l/d5tubm7k5eVFM2fOpNTUVLKzs6M9e/ZQQkIC7dixo3w5b29vunbtGon//1GDoqIiTZ06lebMmUMNGzYkb29vKisrox07dtDr169p3759X+V9/ZvgGwCGYRiGYRjmP8HevXtp7ty5FBwcTJmZmVSrVi06c+YMNW+Os479kdmzZ1PVqlVp3bp1tHDhQhIKhVSrVi0KCQmhXr16faO9/3bwDQDDMAzDMAxTYUQkoDJZTANKf3+bampqFBAQQAEBAZ9dJjQ0VKrv378/9e/f/2+/9o8EZwAYhmEYhmEYRo7gJwAMwzAMwzBMhZF1ITBGdvANgBxzYEtHUq/0qRquzgsMuyq44HoRIzFA1rkJVuoMdT4Izm0eVsi82BmDex1CIsF108dqk7O0eoBr5oGVU3edwWBh3Bx83dJMrPAYMwEDiHGhWGH1uCqG6HSjMbDaxBsr4xopYmhXOR9fN+FaFXBVDmNxErEbBkcDLM6B666BVVIv+GA1TFvC4JqoGT5ANA7D6qzj+/qAq1SAYVftV2rgem2+CO5UQ1twycMxbD11NIaZF913BycuxQ+aKn2jwEXvxGNqaoxBwjqGr8H5jb4CrtOBaeBKz2Ol3cyDeFwq9cVga7D9IXBDG2FwstgWX+P4iyBwtS7j+/Vodg9cfilW3UwsxUI8L7c4gEvJwHOZNTMX3Oxqv4Fb9RwD50ZFeB2ltsPUs9UObM9ZdnitaiXj+9gwVrKvq2SHwdu6dfD8hJzE66pq4DNwq3MxtCtsbw/udUfsHyYtxSrZ715gn1FNWRPc0V0twak542sIU9BtHeICrqAlHvcBQ4eDqzLkFbhK5lj52HA3usOD24MrXoJ9S3VzPC5bV3mA03PGz8DUetjPlWpiMLjSZQzhb9y0DpylIvY3zX/HiTVU8LKnov+pfyX8m1NlMgwR3wAwDMMwDMMwf4MPTwBkMAsQPwGQOZwBYBiGYRiGYRg5gp8AMAzDMAzDMBVGRAIq+wcz9vzZdhnZwjcAcoxikZiUCj4NIqy7IRKWySnFgYhjk7BIi0dlHHfffOJYdLNwvPr9FCx4ErYPx4+++tUCXFlnfXDHs7GokTLWpKFanbEwVkywIzjj8CxwtXfiOP6UIl1wTx/i2PQ4Nyw8pfwKO7v3dUGRshWOj45bjQWqBFLGtW/OxOVEUnoA5fR8cGVP8VgN17sP7so6HOfdy/wWuJYauD0jHIJNvcb4gtMQ4LqKWHOO5l/qCc5pKY43jpuARc48HmPhrsOTaoM7sXM/uD42ONf0+jCsRHdzAE5R13Qf5gJ2zMTx+ctbYpbBvR2uGx6BxensTo4B53INnXYkju2/YYpj9qU9qh++ZDK+xizsI34yx5zGw2Icnz7tORas6293F9y1VOxL1LWxkbutwnUfdpLSSRRjJujsY8k8x9kC7CNnbMMx3Ro5uHnBCSwkV0sXFzwehfvhNB5zBgWhmEfQ3IX9Uoeu2JbHPz8B7qdQLNg3p9VJcEsE3cF1dMPzHbEVO7UB9zAHsSgSr8n2OtjnNj6I7cdOGY9V/auYPat2Aotv1b2MmZ6kU5jdmNH+FLhVpphJ6XJxIrjqsxPAVdbA/MC7jZgz0FeS/OwoSEiDZRjmS+EbAIZhGIZhGKbC8CxAPy58A8AwDMMwDMNUGJFYQUYhYI6oyho+wgzDMAzDMAwjR/ATAIZhGIZhGKbCiEk2gV0ucSB75OoGQCgU0rx58yg4OJgyMzOpVq1atGTJEmrXDsM7/0tycjL5+fnRxYsXSSQSUatWrSgwMJBsbDCstGPHDlq1ahW9fPmSLC0taeLEiTRhwoS/tc2kpCTauXMnnT17lmJjY0lRUZGcnZ1pzpw51LZt2390POyGxZC+7afQ0zuhDiyzyuJXcBlleGkO8Z8CTvfCU3BjVl8HN+EdFqPSGI8FWcruYGDuztS14Dw8R4KrtBMDaQmvGoFTLcPgVak2hiENlfPAPRrsBM64DENaQ5/Hg+sbjQWbHNdhQamsRpXBpXTE0JvtTnwf8U2MwLWadBvc02wMQ4qmYlGo1psagyusjmnczXkYorukj+c8a6EVOJUiLNgUvQGvOZEQj8HxthvBJXfUAzdjC26vsnImuoVx4M4VmIN7ub8auJWGW8ENbdYfnFktDIiPtBsErsMxLFQWE4rBeWmF954vXA/O+QD2T80GYOjySgKGvIUFyuCoFf5BoN0Fw72i+9iXBLTCgHNRb0NwW5wxbO2U/gZcXjOcKODgDbz29bZmgTNaite+3/9MWnDmCobry6ywIJnFZOyD6LQBqGNT3MBt774F3MPrWOBrx85O4MLWY+HGrYuxr9ozrxvuSwAWsur9ix842wt43V82wgkV9AvwfHfVTAa3fS8e94vRdcBdyLAGJ9DAz4nB5+6As7qFRQtX/tILnMkDvCZLPHHGAuUH2L6nDj6Br7EWJ9HQiFAHZ6ODnxOJByRD+MIM/jOZ+fvI1RCgIUOG0Jo1a2jAgAG0bt06UlRUpM6dO9PNmzf/dL28vDxq1aoVXbt2jWbNmkULFy6kBw8eUIsWLSg9XbIT2bJlC40YMYJq1KhBGzZsoEaNGtHEiRNpxYoVf2ubJ0+epBUrVpCdnR0tWbKE5s6dS7m5udSuXTvatWvX1zs4DMMwDMMwFaBMLJDZf0a2yM0TgIiICDp48CAFBATQ1KlTiYjI29ubnJ2dyd/fn8LCwj677qZNmyg2NpYiIiKoQYMP3/Z06tSJnJ2dafXq1bRs2TIiIiosLKTZs2eTu7s7hYSEEBHRyJEjSSQS0eLFi2nUqFFUqVKlCm2zVatWlJiYSIaGn74BGzNmDLm4uNC8efNo6FCcbo5hGIZhGIZhPofcPAEICQkhRUVFGjVqVLlTU1Oj4cOH0+3btykpCedU/uO6DRo0KP9DnYioWrVq1KZNGzp8+HC5u3r1KqWnp5OPj4/E+uPGjaP8/Hw6e/ZshbdZo0YNiT/+iYhUVVWpc+fO9Pr1a8rNxXnhGYZhGIZhZI2YFMpnAvqa/8Xy8+fpd0NujvCDBw/IwcGBdHQkx7m7uroSEVFkZKTU9UQiET169Ijq168Pv3N1daX4+PjyP8IfPHhARATL1qtXjxQUFMp/X5Ftfo63b9+ShoYGaUgZ78gwDMMwDMMwn0NuhgClpKSQmRmGGz+6N28wPEZElJGRQUKh8C/XdXR0pJSUFFJUVCRjY2OJ5VRUVMjAwKD8NSqyTWnExcXRsWPHyMvLixQVpZRP/QOpqan0/v17WJ+I6PXKKpSlaVLujx3EoFnDCAzUjnTE4VJ6kRh21TiPFTIHLJwKLgOzkGR4QAtcSiMcE1gnbAS45uswrLnGHCsQe9lj8Mr2BoZnL13A6qKn5rYBp2KEYbEsOwyzrYxtDy77CYYBTerhvryvg8dgWePj4IKn481lWk98v+/1THC5hrgvHbZjTkaxEwaSxfoYJH+7HL9niEnDQLLfxjPgVj/FoHslVQz8KhzFoOdiR6xiGv0eX7dOT6xEurk5Bkw9LmOI00ARb9TbVsUKozElxuCansYg7wBdrCzcYac/uC51H4B7fAmru+rOTgTXs3VfcDd+WwXudJ49uLCreC24DXoCbo3FBXADA/F1m23B/sDKFAP2Vu4J4PJLsOqtKCsbnALmcWlOuxPglAW44M/2WIH4WbapxM+aDlmwjOoxPXCdH2B16e0xGEC3CsJ+ZMFl7OcUJr0Dd2rSSnB9mg4AV+M4PvFOwaw+zW6B7195DVYqTirD6767AwZvz1ZtCK5fbQx997l5DpyKAI9Lbhn2abXVsdr3Cmd83V3rmoCzfIRt4E0z/IzdHo/rzhx6CNwA7Qxwd2xjwV3Jx1D2ixNYdXuTv2Rl75cxxTQYX/abwoXAflzk5gagsLCQVFXxjzE1NbXy339uPSL6onULCwtJRQU/lD4u+8flvnSb/0tBQQF5eXmRuro6LV++XOoyf2TTpk20cOHCv1yOYRiGYRiGkQ/k5gZAXV2dhEIh+KKiovLff249IvqiddXV1am4GKct/LjsH5f70m3+kbKyMurbty89e/aMzp8/T+bmOAXh/+Lj40NeXl4SLi4ujjw8PP5yXYZhGIZhmM8hIoFM6gDIYpuMJHJzA2BmZkbJyTjfcErKh8eyn/tjWl9fn1RVVcuX+7N1zczMqKysjFJTUyWGARUXF1N6enr5chXZ5h8ZOXIknTlzhvbv30+tW7f+0/f7EWNjYxiSxDAMwzAMw8gvchMCdnFxoZiYGMrJkRy/GB4eXv57aSgoKFDNmjXp3r178Lvw8HCysbEhbW1tiW3877L37t0jkUhU/vuKbPMj06ZNo127dlFgYCD169fvL98vwzAMwzCMLBGLP+UAvuZ/Mdc4kzkCsVg+DnN4eDg1bNhQog6AUCgkZ2dnMjAwoDt3PgSWEhMTqaCggKpV+1TNc8WKFTRjxgy6e/du+cw90dHRVKNGDZo6dWr5WPzCwkKysLCgxo0b0+nTp8vXHzRoEB07doySkpJIX1+/QtskIgoICCB/f3+aNWsWLV269B8fi6dPn5KzszP1O9yZDGz1yn1MLgYkc7ZgddHU7lj1UfUhzkbUoTcGb6WRkI+h06O2l8C5t8Iqjb9c3geuQIxBrsFWmHDTuIbvt3govo8iG9y/zIkYVDSbiiE1ysLAXMw0DHdpJOPjzpwaGHZVfo9VV6tIqcJZooUP9wRSrvTcyric8Q0MdIs0Ma/y87HN4DoexlDnOS8MmA6cj8u9r4+hZ7EK7rSWUT44CtMFZR6AYfX4/VhN1CYIX0OsgOcjbiAee73HePwMnuDQPtdAvNk/FoOhXXEcht/tAmPAtQl9Aa6mGgY7r+diVeJrqXbgUh6ZglvW7RdwG6f2Bpc7Etu4/hqsimq34jm4JroYiFxy1Atcu/ZYlfhcuAs4PSsMARt1w+OXPQir7V5chhVz+zp3BJdxQLLfMBiL11/dkwngwidgMD/DCYd6mlzGJ8NvAvH6a26ObSBmOJ7bV3MxxKomJUhfJMT2bbgf+0PtB2/BUS72hyGPzoPLEOEQ2WYXpVQW3ot9uPLjl+CEdbEvfVcfc3i7RmP1a98Z48GtXY7Vw2d740QYytFYpf1dDwzNh8zGUPalfKymbamCVYn9HuC1pqQo2UcWJabSi4lB9OTJE6pRowYsL0s+/h3RaX8v0rXBSRj+KdkvMuj8gKPf5b3JC3IzBMjNzY28vLxo5syZlJqaSnZ2drRnzx5KSEigHTt2lC/n7e1N165doz/eF/n4+NC2bdvI3d2dpk6dSsrKyrRmzRoyMTGhKVOmlC+nrq5OixcvpnHjxpGXlxd16NCBbty4Qfv27aOlS5eW//FfkW0eP36c/P39yd7enpycnGjfPsk/eNu1a0cmJjiTC8MwDMMwjCz5OG+/LLbLyBa5uQEgItq7dy/NnTuXgoODKTMzk2rVqkVnzpyh5lKm/Psj2traFBoaSn5+frRkyRISiUTUsmVLCgwMJCMjyW+DfHx8SFlZmVavXk2nTp0iS0tLCgwMpEmTJv2tbT58+GHqwdjYWBo0aBDs29WrV/kGgGEYhmEYhvli5OoGQE1NjQICAiggIOCzy4SGhkr1FhYWdOTIkS96nZEjR9LIkfjY8O9sc8GCBbRgwYIvel2GYRiGYZhvBdcB+HGRqxsAhmEYhmEY5usgltE0oGKeBlTm8A2AHJM4Qp0yFD+FvBQMMWhW1hgvQvEbDK6pZeL2z53GoF2/HqG4H3swuNb5lh5uUEprdd09GZxOPIY6cxbi+yh5gKHTykFYXbOSKga+frY+Bq7qFQyfdRzlA85hE4b8SCDlOO/EKpI97mBo0twLD/7cNUPB6cVj8C+zBh6DTGcMdHVrgiHWZSkdwJncwWPfxRKPge1xrL6bXrM6OCVjDPzmv8OAqQEeKmr4EEPZJdMwEJnUDs+btC+fVN6jMz+PgcjncyqBO2R4G9zNVKwC27/HFXB53bCi9qZLWE3ap91FcPtvNQY3p81JcCE98RqcW6UbuMoT8f3qrcRphvfsXQtu8isPcA3VEsDpYLaVXgytCq7HHmyTz5tj39TpKQYsz/fGBtNsFfYlhZux/ZWmSLaX90swsJoRYAEuaxIGZUtLCsCdnBsMrtNarAZ9ykkbnMIwbN+We/Aa770iFFw7TaxMPWq7Lzjajf1I7lpsP8fysNL9vTw8j9II3rcBXJGU+UoqK+L5dv0dKx/3voR9UHNfDKXvSmsKTqEYz++0O5fBNVH9FVz3tsPA5VXD/kElB/uqrquw2vdv2yUrGpelSy8YyjBfAt8AMAzDMAzDMBWGhwD9uHDMmmEYhmEYhmHkCH4CwDAMwzAMw1QYEcnm23ocuMZ8bfgGQJ4pKyOiT+MbaxxJgEUejtMBZzYCx7B36PwU3NExOE45fKM5OIPMu+AElbEwUVbDyuBsd74BF70Ix1jaDX6Er6GCY79fTcVCUVo/41jRfgOwkFWlbsngNOJxfH70eBwbqxeFHajOK0NwXbXOgRvWCceZatnjuNWEvjiGVqCIhXm61cBjdTEBC0opX8e2kd0Bxwffb4IFw/rbjgCnkoPHoKl1PLgWtXGs8prIPuBO7Mbpfc3TsFDUon4h4IrFOJZ64XF8jcQAHIOsGYZZmpa6OCvYAufT4KafxvHLjgFYAOn47bXgfCZPArf4J3xvB9o0BDc2MhTc5jZ4HUX74th2symYm1mV2hLcNusz4BpunQbu4UIc/10/YAI41Ty8PmK34bUlHmAFTpCE16rBMxxTP27ccXCzIz0kfla6j8XblArx+lO/its3vYb5hPYeON6/vif2r2lDMXtBuZhZeDnCGlxGKe7zqNG+4F51xUECgkTsmy1E2LfMv4cZEo0HeL2sG7MHXPMD2L+WmWOBPcPf8Fp78BP2N5264nW19RSO42+8ZCI4I3EuuGXe3uBiB2MhNafX2FelDMXCkmt7HgAXLcS2bLJTMheQJ8qCZRjmS+EbAIZhGIZhGKbCiGWUARBzBkDmcAaAYRiGYRiGYeQIfgLAMAzDMAzDVBieBejHhZ8AMAzDMAzDMIwcwU8A5BktTRIofwqmXUrCkK35slRwmQFVwJ1KwMBgwiAMaDm8wiJO4kNY6EjcDcOz2X0wdKr3Gwa07DbgculDsCiZuAcG8DqZh4M76VgLnEYkKFIfgEV9MttgkEs3Fr/Z0E7E8GxqXQyVDes8HFzcHDzO5vswlOc0H4s4zQg9C2552+7g1NviMc1ww33WeYL7nN0BA5FJHXXBaUipj/Z0TU1w8wMugFuNmV1y6/cQ3D1hbXALHnfBfTmH77e0Hr4P853YnhOlvN9q3ongVvbEYKLdcywWtfbOUXDKAjy/WYNw3XpqSeCWDcYw809zB4Ez2PMKnOFOUFT4HEOhMRfxGPRT6g9u3YVt4BLLisDlVMdCSQXT8XWV22uA6/PLeXCLfvMAp1CM34dt79MVnHoTyQCt9mt8r0o+eK2JzmL/KniHfZDFb9gf3nXBIPO8U3jtBgT2xeUGHAQ362ZPcE4xWOnO4D5O2pDdDs9PhiPucw0LbPNv9TAIfTYDr0mLK3i+U0djCHjhvP3gGj/sBe6dL0744HRsPDiz7hhoj3UyAuewKwecR90n4KIJQ8+LPQ6B21gLJ5+gUjwGTe5lSfycGpdLYT1w1W+JSEaVgGWxTUYSfgLAMAzDMAzDMHIEPwFgGIZhGIZhKgzPAvTjwk8AGIZhGIZhGEaO4CcADMMwDMMwTIXhWYB+XPgGQI7x3HWPrBw+hZQ298M00azDGDTzHSOlImoqhiY1ovECrhqC4biLl+qBq9wMw7MlURgwLayPob9cC1wuyxFDk93M48AtMbkN7lkTDJAp6GCYzT0Uqz6+K8Fka31NrOy6fjge0zI1fB8l+vh+NcMwgOcwDwOws0wxPOtT0x3cSz8M/tm1xH0OtTsBrmGcH7iTuRjkHdL/Iriz01uD03iIFVsNFfD9Xpq5Cly7ZVhNtO3IO+AeNcAE8Yul9cFd6bIa3MkW+N52B3UC93IqLleig21S4x2+N9+6WFH1fTcHcAJ9vN6mjMZA996IdejSmoCL646VdisZYyXl2CkYQlfvhcdUqxtW7Y4vNgE3JgwDyUFtsFrsus2e4CwuYxDf0huDto67sGKuWAkfiEcPxetcIBJJ/NzIG6+1BG8M7aqtxpBt6R0MBlusw+rX8bew/cxJxD7j7mxsowMbe+G+DME+Tfwej5PxLeyDinUxFHvObyW4FtexerPjYgyqR7R2Aee/AYPLL4X4ugFjsK24LMMw7u+HMGR7cjH2GQtS2oFr3TwGnFZrDEJf88LXKGipB+5pQRY42+sYJF9seg1cu0VTJH4uzHhLRKGw3LdEJJbNH+tSikszXxkeAsQwDMMwDMMwcgQ/AWAYhmEYhmEqjJhkFALmaUBlDj8BYBiGYRiGYRg5gp8AMAzDMAzDMBVGLBbIZMpOngZU9vANgBxTWTmbrJU/hea012JAd9TOceDquj8Dl6yCVRoTMzBMejPZBpyyA1ZV1FifBs6ixALc1p0YaOx+bxS4zlax4C7+gtWBIztgKO/VT/g+bH0xTNpHJxrcoGrtwd1xxvBilx1XwQUdxTBp3EAMVxpEgKLbydbgBgZgKDZ7DD4EvDo8AFzP6biuxzsfcGZSqrius28DzvgqhgvTW4Ii4wkYiq19axi4SiexIm8zv3vgHg+rBi5tqB64n3ruA6etgMdq8/Om4Ay74nVkvBBD8gpLMRRq3BBDki8CcJ/TXaQk5PTxGtTqgcuFFdiBm2mC7W/SIQwQjzXHcOZyBwzx293BY3XjkC240x0x2ClehB/8BgoY2k1phtWkzW5iX7J8mDc4hQCscF5NB11cVA1wtuaS5623lAvw5D6s4vpwFoZEY73xOCUlVQVnH4zh6/4HL4Hr03csuFdjcOKAytekVB7vi0FjsZS/ECpvfQSuk8AfnGPXBHCxQ7GKvMFjbKNzzvUGZx+M10ZBNexHns/F9zF27TFwHVdPAyfEgvZUdd1zcIWueA1ltcF9GTT2V3CX3XH/fC+fA9dq1RRwlS9KToqQW4yfkwzzpfANAMMwDMMwDFNhRCQgkQzG68tim4wknAFgGIZhGIZhGDmCnwAwDMMwDMMwFUYso0JgnAGQPfwEgGEYhmEYhmHkCH4CIMf4H/UmVWPT8p+L7DBESCYiUEl5euBSb2JQ1vQpriuqjuGzfvZh4NZP7gzOYV0iuCG+k8EVdMcA3q23GKxTT8PwmaEaVhJNEuI3EakTG4Ob+QaDqGIHDL3ZbsCw8O7NGPitshGDxqIWLuDO7A8ClybCMG7TdKzSa2yG1T9P5DmCS6+Bx0CoixVgxVK+UnCySQAXr4VVZu0XSWl/bzJAdbuOIUSTWhj+/GUYHtNic6yAWuKeBW6rPYbVdzjj9pQWYxvX9sVuNbkTBjELw7FtkNsrUGn9sU3a6WeCe/MrVp999AIrBmdcweVS1umhW42h3Rc/YZXVCVHoZm8cCk4Zc7zU6qyUBHurQlAukdj+fp70M7gloQPAdfj5Org9ezGcn5lmCc7+IFb5FRVKXltGCfjGphtjFddODq7gHLdlgUt10wMXPQIrxW5YgZMJ1A98AE6pLV6ncbOqg7M5hiFbhWjscxc+DgXX95QzuMmWWO178imcoGHVIjyPw/fh5BMiVbyuNN7h54lqCvYFi+50BXd3KlYC7jEe+8j4qU7gSsyxr7rTBidPaHgSP5/M62NbXuQ/HFy+J173outaEj+LCwuIsFj6N4VnAfpx4ScADMMwDMMwDCNH8BMAhmEYhmEYpsKIxCSTDIBIykzHzNeFnwAwDMMwDMMwjBzBTwDkGKFpKYnNP42X39lsFyzju34MuKXux8GNCsUxm0I9vL8UXjYGt9YSx1Y/7LcWnIuiLzitV/jNg9l5dE2mYyEw4Ths/kMNb4DT7oeZgkXJmFGInY/jatcf2wBuyHIcF2r2y1Nw78Y0BDdy4ilwPevg8fOSMk7etdpLcE/P4hhxU4cscFqvQZHxbhxvLK6JBXJ2zTgCrnUGjgWOmqYFTvOpAbiwdBzTrKeC48YT2+O4e5ugOHCF47CgVPXfsW3cCdQHZ10pAVzqKnwfFsPwdaNn4Bh7haH4umVjtMElFaArssQ8gtPPmPF4PgOLkhkX4Hs7vH4NuK2ZDcB113oBzmxrJLjYZbXAbXmMhdSqOGOxu8hi/Dpw3gssVNYiGF9362kc739qHI7/9ojAvs5+BLa1J0dcJH722oHXqfUJzGgM+eU8uHVSCgVaXsTx/hn18dyO8T8JLsQN8ztRgfbgzM/j8YwZrA5uWVvsRxa4dgS3OgwL513OxSJqQimF7oYews+O1f33gLvVFd/HEH3Mj01pJqWI2FbsC/rtwNfVfpEETqiLWZ2e3TBXYqyI172ZHRbqeqOA+SfSxM8Yp5nYhp7Nkfz8LE5WI5qHm/uWcAbgx4VvABiGYRiGYZgKIyYZTQPKhcBkDg8BYhiGYRiGYRg5gp8AMAzDMAzDMBVGLP7wXxbbZWQLPwFgGIZhGIZhGDmCnwDIMUpaxaSk+6mgyfW8arBMCeaaaJFNHXCG3TG4pjLxDbi8nRbgzEOxkI5/4xbgbA9jYZSEblh8S1tKYPV2qjW4tDum4M6r1QOnXxODXKNsMCy8uBcGavv+PgKcWSwWkUkZjIG5Esyt0f5ELCakg5lOWnGoFzhNKQVjCurgeZvxize4Kg/x2JfVx/bisxMDv/eLMWBqth7DlSrPsOjQ3vsYdDyQg4V5jszGYOLV9ViYZ/CCJuDevcGQ35knGHZ1CMX90xpbDC57O77f+hefgysbaQIuegIW1Kt6EgPOGotTwPlbYsjU774POFUtDGLejsS22yxsKrjY/pvBVbuJ4dmaF3H/lN5gG7reCIvYdTuPrzuvJ7bJkioYhP7dD8+H3XIM2PseHQ2OPLCze3YD25pW53cSP+ddxPOY4aIH7uTktuBsi7CQVeP1WBzt5nssTDdM5x24wDE9walirpXSaqITaGHxwHn3sYCWvpSidivnYfhfAd8abVu5BdwIMZ5bv9PoRDoYlD0TjwUZfX49DU5fCT9j5pzpA87od+wLNi1cD25Zkju4nUq54FIf46QXBlE4tt0oIhtc6Ss8cVUPG0n8nJ9H9BaW+raISEAiGYzXl8U2GUn4CQDDMAzDMAzDyBH8BIBhGIZhGIapMDwN6I8LPwFgGIZhGIZhGDmCnwAwDMMwDMMwFUYsllEdAH4CIHP4BkCO0bqtQerRn0K0e4qxoqXYFEOiis5YbTLPDKt3ik5agjO/hBV5fcJugltvj+G7Jg/vgstKwvCsRYsMcM/eY1BPpAyKSEqnk5WHFTLfFFcC5zQlBjd3AoOFokIjcD5jT4ALfNoGnPYU3OnYJWrgWto8BNdOD8OQ2x0xXFjtLnYLtXtjADZoFQYOp931AqcUg8dP1wrneMt3w0qfjW6OBVfpVwwhCodkgRvuikHoV4vx/SppYjjVwBy3l9gPA4KGSzDpqJGO27vh3wgcLU0F5TgWw4qvPDGsXvR7VXB17XBfLIfFg/MyuQfuyLv6+Bo9sfrszi54HWldxjae1F0P3ETnq+CGNu0LzoAwxS96jxWN1dUxuPxUynFx1HoF7k0LDBAXV8YAcfAADD2PXTZR4mcdT4xhpt3Gc1YpBK+/U7E4mUC70djmk9rhw/rmG7GadmFLPGfWp7FdeG68AO7ga2wDWWcwlP5eSlViu4l3wGWfw+s5ssgKnIoKhnuLTDH4XsMMQ8/pv+E1mVaK57aBOlZBt9+XAy5pDijyOj8enFlVnBhiSQwGpp3WYb9Zuhc/Y6KaYntxWmoNTlQseewVSvBcMMyXwjcADMMwDMMwTIXhOgA/LpwBYBiGYRiGYRg5gp8AMAzDMAzDMBVGTLIZr88PAGQPPwFgGIZhGIZhGDmCnwDIMZpvS0gz71PwrasLBrkeZmPl3kh/dOICDHI57MLKkqndMBg2MwjdLwmrwU1zHwIuYxYGQrXXYGnceZuxQu2sZwPBlZpgELC77TNwcwyjwNXr1wqcuQDDZ713nQVnqpQF7lnjfeCar/EAV/YOqyFnFuNxuZxVHVyd+xhY9TG4As5z/jRw+oMw4Daxcji4oNMYxnWZHAnuybLa4Aoy8L0ZnsWw9bPGGO7df2cnuN73RoLTUsWQpMF4dLkBGBr0GnoNnJGUiqCzTvYDZ98Dg601buD52GEYDO5yAYYpG6/wBWd8F0PFs7wxqE0qGCbUGIGB8yVXbME5XcAS06VbMHir/BwnFDA+hBVQ41fgBAAixcq4f++wovZ89xBwRt3xvK13wYraA+7hdX4hF0vmGt+WPG9HFxyEZVyysJ31/D0Bl7szGFyZG34sa2E3QrNW7wD3QoiVZ3c+w3DqkeS64NbaHwLXsy5Wkm5k/wLco2lYkdeyz2NwERcxpL3AGSv3znvUDVzuKpxUInc4Xmu3RmMV72tauH8pXVTAWa7E60UxKhpc4k5sjwubngC3fF0HcLrbMDQfumIVuJFbx4HrsemSxM8psfkUgYfqm8J1AH5c+AaAYRiGYRiGqTAiGU0DKottMpLI1RAgoVBI06dPJ3Nzc1JXVyc3Nze6dOnSX69IRMnJydS7d2/S09MjHR0d6t69O714gd+EEBHt2LGDnJycSE1Njezt7WnDhg3/aJtBQUHk5eVFVlZWJBAIaMiQIV/8nhmGYRiGYRjmj8jVE4AhQ4ZQSEgI+fr6kr29Pe3evZs6d+5MV69epaZNm352vby8PGrVqhVlZ2fTrFmzSFlZmQIDA6lFixYUGRlJBgYG5ctu2bKFxowZQ7169aLJkyfTjRs3aOLEiVRQUEDTp0//W9tcsWIF5ebmkqurK6WkpMjm4DAMwzAMw1QEGU0Dyilg2SM3NwARERF08OBBCggIoKlTpxIRkbe3Nzk7O5O/vz+FhYV9dt1NmzZRbGwsRUREUIMGH8YXdurUiZydnWn16tW0bNkyIiIqLCyk2bNnk7u7O4WEfBiLOnLkSBKJRLR48WIaNWoUVapUqULbJCK6du1a+bf/Wlo4fpBhGIZhGIZhvhSBWCwf5Rb8/f1pzZo1lJGRQTo6n0KiP/30E82aNYsSExPJ0hJDRkRErq4fAmMRERESvkOHDhQfH09xcXFERHTu3Dlyd3ens2fPUufOncuXu337NjVu3JiCg4Np4MCBFdrm/6KlpUWenp60e/fuCrx7SZ4+fUrOzs7U73BnMrDVK/cDDfAmyGfpRHDWQ7Cab0YRVnvN34tBqSx7HNen4IRBrqJcVXC6v2Noy/RWFrhMZ13cvxr4uit77QU3K9gbXNVDWLFVpCFlX4Kwgulk04vgJo6dAE49DIOtAi0MwFoezwK3yeIWuBph+D7uNtwOrsEOP3BiKQMDLX/DQPfufevBaQiwInR/mxbg3o7CqqMTxh8Dd7RFLXDPlmD1T8ftGAgtNMEKyUkdsB3oPcN9bjsCA/HddX8HVyDGduC3AwOg20fiMMC5Q3G5HXvxmI5tiWH155OxIq+xDVbAVlHCcP7rJENwg+rfBpdQYADu0XszcH1t8Lhsf9wEnMMcDPw+m45VsTVf4PdSXfpg33T4YT1wjhuwHWQvwbY7xQ6vy51dMbApTsFrX6ApGbCPnmoNy9RugBWYM5Ziu80eh32f1k7sv3ItsY1O8MHr5cA4d3S7sU35JXXB/ZuA/XXCTLxe1K5jpV3Vju/BCUtxn00XoHu/CNuojiqesywpnzEae/TAqadiGxiy7RS4/R5YaV1QjOH/l/2xzRfr4Z9NdofywMX74ftVjMMJGmzXYtCYtPHLvmhfyX0pTnlLyctX0ZMnT6hGjRq4DRny8e+Iqmt9SNUKw+f/FGFiKr303fRd3pu8IDcZgAcPHpCDg4PEH/9En/4Qj4yMlLqeSCSiR48eUf36+AeLq6srxcfHU25ubvlrEBEsW69ePVJQUCj/fUW2yTAMwzAMwzBfE7kZApSSkkJmZngn/9G9efNG6noZGRkkFAr/cl1HR0dKSUkhRUVFMjaWvBtWUVEhAwOD8teoyDb/KampqfT+veS3M597usAwDMMwDPOl8DSgPy5ycwNQWFhIqqo4rERNTa38959bj4i+aN3CwkJSUcEhAR+X/eNyX7rNf8qmTZto4cKFX2VbDMMwDMMwzI+P3NwAqKurk1CIYwOLiorKf/+59Yjoi9ZVV1en4mIsJPVx2T8u96Xb/Kf4+PiQl5dk4Z+4uDjy8PD4KttnGIZhGEY+EZNsJuyRi3Dqd0ZubgDMzMwoORkrVn6cVtPc3Fzqevr6+qSqqip1+s3/XdfMzIzKysooNTVVYhhQcXExpaenly9XkW3+U4yNjWFI0keiN1UjTW3T8p8vDcEhR1VP43ChqEpYubeoDj6xsDuI4cAxj7BCaEsNDMy1PjkV3OhxGOQ6fQ5zFEUGeuCcGmF9hXOZWHnWes0jcJlHTNFF4GvExuETnUd7JoNTNsSubfp9DJ2uc8ZqnV4Gd8HVX4oVI21C8Lw18MHA79VhAeCO5GLF4HMnmoGbmtgd3N0IB3AOWlg1Oas2hu1C3LD9NbiOQ/P0C/Am+2FT3OegcT+Du5qHy91eUw1c68lPwc0dg6Hds7s2gRvUH2uLDDw2HlzZQAw/9ljmD85qN14fVgHYhnKspARqY/BYVVHBR+vj2mMF58ZXp4Dzbn0d3HVPF3Brz2BV2QmzB4ATCLAC8e8TMLTao9MgcNUS8bhErcNKxVWVsRLwtmrYhwkUsW8q6OgCTv3cA4mf1az1YZnIl1gt/fBmbCvD1k4C12oBHuMSMYZJ123pCa7yg+fgRr/E5d5uwcrZt09vBuewdyw44w3YV+V2wu2ZzcF2liTlYbTKWQybq196C07BEidFUL51H1x0YB1wP+3uA85kA07aULAbg9Aq9TPBGW/DIHTSdLwmm1bGz51Sa4xevrtgja4BhoVP9lgt8XNcdAn1XA6LMcwXITchYBcXF4qJiaGcHMkPg/Dw8PLfS0NBQYFq1qxJ9+7dg9+Fh4eTjY0NaWtrS2zjf5e9d+8eiUSi8t9XZJsMwzAMwzD/RsQkKM8BfNX/xBkAWSM3NwCenp5UVlZGW7duLXdCoZB27dpFbm5u5VOAJiYmUlRUFKx79+5diT/Yo6Oj6cqVKxLDa1q3bk36+voUFBQksX5QUBBpaGiQu7t7hbfJMAzDMAzDMF8TuRkC5ObmRl5eXjRz5kxKTU0lOzs72rNnDyUkJNCOHTvKl/P29qZr167RH8sj+Pj40LZt28jd3Z2mTp1KysrKtGbNGjIxMaEpUz49JldXV6fFixfTuHHjyMvLizp06EA3btygffv20dKlS0lfX7/C2yQiOn36ND18+JCIiEpKSujRo0e0ZMkSIiLq1q0b1aqFc6UzDMMwDMPIlH9hCEAoFNK8efMoODiYMjMzqVatWrRkyRJq167dF61/6NAhWrt2LT169IiUlZWpevXqtGTJEmrduvXf36l/IXJzA0BEtHfvXpo7d65Eozhz5gw1b978T9fT1tam0NBQ8vPzoyVLlpBIJKKWLVtSYGAgGRlJjrv18fEhZWVlWr16NZ06dYosLS0pMDCQJk2a9Le3efToUdqzZ0/5zw8ePCivKWBhYfG3bwBSO5eSiuWnsdiiAmVYJmoWju20D8YaBYcnbQPX41xvcIqCl+DGdh8F7tjxdeAOZrqBix2JWYlKUdhzlPjogLvdGd+bTsg7cNk3MEMRMmo1uMgiHPc7n7qBO99sI7juO6eB0+2J72PlQBxjX4aHhcT5BeDuDg8E1+guHntFBRyXXSylIFD0IztwSmb4uoJKeuAcbDH/MvZ3HBIX6NMPXHoNnGlLOwX3eW68B7h5tqfB3TDBA3heSj4kpTG+bq8OODa9IBDD/c/74jlvPwrHV2/dhJmMrhG4nKEqPrwtlTJvQNNVOF57X2hTcFNeYwEp+714nV+pge0vJwDHp0/+Ha/9agE4Fj9qOg51bD4LC+WlD8NrQaSG66rH4Efai2IpRdMG4Vjv9JqgyOgBuub3JItUxdzCgk0mYXh+xv2GRRVz22BbcdXEbMOEm5ifeDEtCNyGkVbgfg7Bc2vzMB2ce4NO4Mzql4FTqOMEruwQ9q+CdMxUHKiDxctm+OH4/JQN2JjNxmNRtuidUgpEYTOj38djrsRJSi7H8TEWqyswqgRO8zn2X0mvsZ1dy8XrpUU1LPqYVgvH+/cfjlmide/aSvycmZ5JRJiNk3eGDBlCISEh5OvrS/b29rR7927q3LkzXb16lZo2xf7vjyxYsIAWLVpEnp6eNGTIECopKaEnT55IzZD+6MjVDYCamhoFBARQQAB+yH4kNDRUqrewsKAjR4580euMHDmSRo7EwODf3ebu3bv/UeVfhmEYhmGYr41YLJs5+8V/8wlAREQEHTx4kAICAmjq1A+TiXh7e5OzszP5+/tTWBhWFf/InTt3aNGiRbR69Wry88NJM/5ryE0GgGEYhmEYhvnvEhISQoqKijRq1Ken22pqajR8+HC6ffs2JSUlfXbdtWvXkqmpKU2aNInEYjHl5eV9i13+bvANAMMwDMMwDFNxxB+fAnzd/383A/DgwQNycHAgHR3JYWmurq5ERBQZGfnZdS9fvkwNGjSg9evXk5GREWlra5OZmRlt3IhDOP8LyNUQIIZhGIZhGObr8HHaTllsl+hD4dL/xcjI6LP1jVJSUsjMzAz8R/fmDdaWISLKzMyktLQ0unXrFl25coXmz59PVlZWtGvXLpowYQIpKyvT6NGj/+7b+VfCNwByjEakGqklfQpbmYZhACrKBwN+dbdjsSy3O3+deSAiCl6AgbTtJ/HuuuUVLJDj6INFbmzPYtBMYRuGmd+sVQNn2R/fR1ZrLPp1z2ctuAbhI8Dlp2OQa7jbTXC3CjF8LMCsHen/imGxqMAq4MQFWFDKJhQLbdU6gSHEk10wbO29GouXFdXDsGLvhlg86ngMhmdDrmNRqFlvG4NbMwmDju8aYRdl+BAPlkDKt0WZJzHoOcIOQ8/iMVgsa43RNXBn7TFw6H0Mg3qLH3cGd0uIbVL9OrbnDqfx2DttzAA37dw+cCvrYLE2wowyibXw+FXXwlCj7j4Mo3bWwn1+WowFyDY1a4EvrIuhXX+3C+A82kSDG17PA1xOU7yOMrGmG5ldwT4ssxr+waJWFfu/jb12g+u/X7JvclqPf6A0v4yTHew9iDOQ2AfhtVuvdRq4ky2xj3RvgddLsbkuuG27MCy8dCEWGUwbgWH4Q7MxL/dYiGHX5YuxoYl1MBw9w7UrOFLBY2AQgCHgEkvsw43Oo6t0Ftvowsb1wDn9hJ8dae2swV2ajMegZxIWyVOzwOEipkG4f8lF2G7rr3kIbnIlLKAYoSH5mfAyo5gwVv3fwsPDA9z8+fNpwYIFUpcvLCwkVVUsyqmmplb+e2l8HO6Tnp5OBw8epD59PoTTPT09qWbNmrRkyRK+AWAYhmEYhmEYEgs+/JfFdonoxIkTZGcnOePc/86U+EfU1dVJKMQvrIqKisp//7n1iIiUlZXJ09Oz3CsoKFCfPn1o/vz5lJiYSFZWONPWjwrfADAMwzAMwzD/Ouzs7KhGDSnTvX4GMzMzqVN2pqR8eMppbo5ThxMR6evrk5qaGunp6ZGiouRTw4/DjTIzM//0BiAjA5/WVgRdXV14bVnCNwAMwzAMwzBMhRHT35+y86+2+3dwcXGhq1evUk5OjkQQODw8vPz30lBQUCAXFxe6e/cuFRcXk4rKp7ovH3MDf/bkgYjI0NCQBIK//zTk0qVL37TYGN8AMAzDMAzDMD88np6etGrVKtq6dWt5HQChUEi7du0iNzc3srS0JCKixMREKigooGrVPgWH+vTpQ3fu3KE9e/aU13IqKiqi/fv3U/Xq1T/79OCPeHh4VLg4a35+Pq1ejcVFZQ3fAMgxKnliUlX+dJ8tiMFQlK6RJbjh+lhI4wRhgzfZgQGoDCcMQ4518wSnPB5DPApSxu4tsD4J7vwJ3JfmWhioOnkNg3CnQ/EOv/syDP4Uu+O+mDzF7yx2KmDVQVXdInBVlt8FV9gaA7Vbm+wG10AVw2d9a3QApzQTHy2+LcNgZj5mZ2lxoxPg5t7uAe55u83gnE5jxU3DcNwXBQN83crX8FgV62C39bYhujm9sMiejTJWEx29bRy4ddXagmtgnQhu9nmseGtzDEPFi1WGgSs5itVYD9hvAqfZBQPdUwaOAZcyCkPolfIxEFnNF6+Fsls4I/TPBzCw+cszDDjrRLwGV1rFEFyxAV7Tt7KwmvTzfPyQjZ9gD043Hq+3Gz74Idp6OQY2laVUi7WYh2HUua8xuFu6SLLq9Msx+B7evNAHN2EAVmwNju0CrvktH3BVNuH5sT+A5zbOD6/n33Jx+ETaMAz8zp+2B5ytEgZ5feJaglPNwmB5wXq8Dg5XOwGu6YGpuL00/BbVqD0O6yj7Bfvh972qg7v2Fiu8v1mI50j1Hb5up2VYpX39yp/BLfHCIHTgMaxA3O0gtseiLJzRpsF+rIidayPZ9opT3hLRKljum/IPpuz8y+3+Ddzc3MjLy4tmzpxJqampZGdnR3v27KGEhATasWNH+XLe3t507do1Ev/h8cXo0aNp+/btNG7cOIqJiSErKysKDg6mV69e0enTWEVeGr169aL+/ftXaJ/T09Np1apvfx75BoBhGIZhGIb5T7B3716aO3cuBQcHU2ZmJtWqVYvOnDlDzZs3/9P11NXV6cqVK+Tv7087d+6k/Px8cnFxobNnz1KHDvil2v8SGBhI9evXr/D+amlpUWBgIDk6OlZ43X8C3wAwDMMwDMMwFUbWdQD+DmpqahQQEEABATiF60dCQ0OlemNjY9q9e/ffet1Jk3D68i9BVVX1b6/7T+BKwAzDMAzDMAwjR/ATAIZhGIZhGKbi/MsyAN+TRYsWVXgdgUBAc+fOlcHefMFri8WymMCJ+Tfz9OlTcnZ2ptZ7+5KOzacglJGUMKmCQAQuepYzOIEIm9GWXRiA8n2Bgd/SSZXAJXXWAydSAUVl1fPBqd/WBFcpCoOUxb44Z29fq3vgDs3vBC7XAh+eGTzD10gehkE4u2kY/sxzweCjsT9WE40NwTCkVjKeo/Zzr4Pbf6YlOFXcFZo2CsOzRSIMbw/USQDXcJUvOJ1XGBDMscYQsDKeSsqojeuqpeC6QkM8BtIqc9IDHVBnR60EN8gPg4mpdfGc2xzF6rEKGfi6aT9j433/AlPPyzocBrdrMIZxB+4+B27NRi9wlaKx/SW3xH0xuYvH+W0fDGDbjXwBTlAJq8+mtsO5stPr4GusaI9VovUUsSGUSXlY/bZED9wv1czAJc3DqtNPxmCIs0uHfrhuZwyKFphLtrVxbS/CMidmY3j4jSeei8ettoCrE4ZVxsUiHA5Rko6TLDjsLACnmIfnMcsF2163OZfBXfTDis4lmnj95Vqhu+a/BlyTdVjp2jQC9+9lNwyMO+zEzqrFoQfgNoe1AietUvgAt9vgft2A1bTzpEz7XmqP1WStTbCCs0jKMJaXr7CS8sKmJ8AdqIN9fdoRC4mfC1+9p+djt9GTJ08qNFf+1+Dj3xHmP00iFQt8T/+U4tfv6M3Mdd/lvf1dFBSwn/o4Lej//qktEAhILBaTQCCgsjLsG78FPASIYRiGYRiGqTAfMwCy+P+jIRKJJP4nJSVRzZo1qV+/fhQREUHZ2dmUnZ1N4eHh1LdvX6pduzYlJSV9t/3lGwCGYRiGYRiG+YqMGzeO7O3tad++fVS/fn3S1tYmbW1tatCgAe3fv59sbW1p3DichvpbwTcADMMwDMMwTMURy/D/D86VK1f+tLJvmzZt6PJlHHr3reAbAIZhGIZhGOZvIJDh/x8bNTU1un0bsyYfCQsLIzU1zPJ8K3gWIDkmPsKKVBNMy3+e0xcDeffyqoJLboEhwqrHMAw53r4NuOggLDOrMAQDpiJ9Ibi7bTaA867TDVzsBnyN2n0SwKX1waqZvwqwinBWP7xP1k7CrycSsCgsmR3DSpVlphh6vhiEFWB7x2GVUMOHeFxW7cJ1N7zDY6/gkAuudmUcf3g/rwq46NYYrD5m3RIc4cuS1tmH4Eq96oAzHJEAzkkVw3a6ruikhe30lHE5q+oYJOy1zB9cjieGKQVSkoQvpVRXrjr4PbiSsy7geowIBzcrrCe4Knr43rZNx+WazPkdXORyPM6KmLmk9Or4PsreYdstaOGEy6ng/hVgFpeqzXwGbvfShuDix9qAG9XrV3CXm2PfpKiNQVtFbAakIOW7r9iZ+H7NDmM4T6gvue7llri/IfcxANv4MAbLax7Cub+XdMF++GhqPXC1nbAC804NDDzXsMZwquZcrPDbWesxbq8Vhpm39w0Ct7ylO7hmShj4zauOEyXkvcHAr0E13OcSI+yvd5zB/XM8hv1cnhX2X+d/x8CvoCe+ro039hm5zbH6s2KSHris2rjPl+bj3PQdQrBtaI7B6yov/n8rAWN7Z/49DBgwgNavX096eno0YcIEsrW1JSKi+Ph4Wr9+PR04cIAmTpz43faPbwAYhmEYhmGYv8d/YLiOLFixYgWlpaXRxo0b6eeffy6fJUgkEpFYLKZ+/frRihUrvtv+8Q0AwzAMwzAMw3xFVFRUKDg4mKZNm0bnzp2jV69eERFRlSpVqFOnTlS7du3vun98A8AwDMMwDMNUHC4E9pfUqlWLatXC4cXfG74BkGN6trtFpnafxigGrukDyygV4FW4f/E6cJPvjgeXPBnHC5udwSbXdx4WNTrfG8cGD1o9HFz8Rswj2E/PAhcegOPaaTUq2ylYHMzsDg6ajh8iJaAkZRz6excca6wXiYOS40pxbGxJDxzvnzwJx8v2DMVpxLY12w3u+rWa4O4+qw5ueb+94EY8wnHtkUUW4H5egMWopj7D4mq7UzH4lO6Ox+9dDRzn/coAz7nqhDfgtJRxfOy4qrfAHexVH5zRHCwY1mALFh1y0XwFbu7e7uBKSjBTcO0NjiN2Wo5Zmq2XdoFrHorjRusJcLy618IL4BKFWNwqbLUrOKtzOeD2nNoGrse0KeCqbHoOLn47jpVvaJUArpU2Ftb6JQHPkaE1toNCcw1wla/hmPCagrHgTNu8Bafti9d+8kPJylCzwi/BMn2j+oPTSsL2bb4Dx93PUsdrSFEX23JcGBaKMnVPBfcyA8+3EN8+9dmFY/a18ZDQqGBc2flALLj6yo/ARa3BIpI6xzG78q4vthXhrExwCuEYNslwxnxDoREe+/zq2L+Ot8a+auMizBkISnF7P3fBIn4bpGQouruPAict9zHrFuZ8VBMl27w4h+dxYf4+3HoYhmEYhmGYiiOmD19+ffX/3/uNfR3Onz9P7dq1IwMDA1JSUiJFRUX4/73gGwCGYRiGYRiG+YocPXqUunTpQu/evaO+ffuSSCSifv36Ud++fUldXZ1q1apF8+bN+277x0OAGIZhGIZhmAojFn/4L4vt/uj89NNP5OrqSjdv3qTMzEwKCgqiYcOGUevWrSkhIYEaNmxIVaviMNdvBT8BYBiGYRiGYZivyLNnz6hv376kqKhISkofvm8vKfmQ97O2tiYfHx+eBpT5PpwOaUJqhp8KgUXMWw/LBKRjcHTaKCkJMjW8XTc9gYFVbSlFofZqYRGZAsxR0vKhe8DN2D0Y3KLQ7eD6hmHwyuQY7h8JMGiW0hgDq0ah+H5HzzgObtm5HuBmnD8KbmIsBrDfTMKQrVYiKDK/iW5KJL5fh/MYECwxwsDcTLE3uDLHfHC+ta6A007AgPNql0bgNjw9C27jpRbgzl7E4kw2c7CAVrYWhlgnLsAwc+tgLPplcxTDrhmL8H2c3YqFg24k4nurejsenMZJ/K4lvxMGTHPa1wDXbhvus0kjPJfzTG6Auy/EQkSbTnYCZ3MEw49lbrgv5/IxnFlzMoY9Ry6/Bs57Oxa9St6MQWi/XRgC3vSuJbgMb/z4sj5TCs5jz1VwQdHNwen0xwA2HcU+otqyFxI/+7zCEL5ePAayR/10Glw7vyhwCaV3wCWXYJD3J8WO4LS3GIBTH4l9WkEWXldWYRg0FuriMTa6lwcuKg8DyWIpQ5uLsS4d+SzC66WGKrbl87k4i8pWM0NwF4bi51h/BymFEbWx7+t/D0PZ29LwOBs+xPO74Pdh4PL7YFhY95AI3JJ7fcHZtsEijXVckiV+TovLpj0bYbFvC88C9Fk0NDRIReVDcFtPT49UVVUpJSWl/PcmJib08uXL77V7/ASAYRiGYRiGYb4mjo6O9OzZpwroLi4uFBwcTKWlpVRUVEQHDhwgKyurP9mCbOEbAIZhGIZhGKbiyGQGIIHUabV/NHr06EEnT54kofDDlLOzZ8+m0NBQ0tPTIyMjI7px4wbNmDHju+0fDwFiGIZhGIZhmK/I1KlTaerUqeU/d+nShUJDQ+nYsWOkqKhI7u7u1KpVq++2f1/lBkBHB4vmfCkCgYBOnz5NzZvjmEyGYRiGYRjm34mAiAQyGK//o3//LxQK6cKFC2RtbS1RBbhZs2bUrBnmyb4HX+UGIC8vj5o1a0Y2NhgQ+zOKioro8OHDVFqKwS1G9lRq+ZY0rT8d+x7VMShl9Cuup3rtCbiUsXXBmUmpnKpgYgyu43gMfO27h5WAl8dhGKthVwwg6ggwzKZ/EYO8pZiDI9PDGJiL+80S3PsWWLk38Dkev0pPsRubdWs07t/EBHA2+96BU9qOYVxhm3RwgmoNwMUPwGNfu3UMuMxdDuC694gAd6axLbgSN6zO+t4bg+TDJmAF4jlrdoIzcMf3K5JSMTg+/xm4zU2a4P6twLahkI8VQdPiMEypUBU/5SrFYKDv1UhHfN3roEgTs9a02A+r/q4f1BvcS3U8l03yMfitfhlDwFW3Yoj6RCK66iF4Tf90rBe4UgsMM98+6ALOUEowtsAfg7cjlvmBq5yOx/l9X6yunNRWE9zRMe3B6czKAjftLoaFQzLwOqL/ya8/fyylTbXEoOy6E13BbSxC92A0hlizVV6Au2eLAWLluXiMTz6uDa69M14vM3Zg+LpzBE74oLMA+z7tZCnXxiWsDqxyFJPB+z2w34yage3WaR4G35V98E+YzZku4JJ80Tl2igM3vMUAcFYvwnB7cxuDU8BDTyJldKndsb+xGYCTY6Rl4mdgAz/Jz8okDZys4JvDIWCpqKiokJeXF61bt07iBuDfxFcbAjR69Gjq3x/Ln/8ZaWlpdOgQlsBmGIZhGIZhmB8RgUBA9vb2lJaW9r135bN8lRDwpEmTyMnJqcLraWho0KRJk75rCpphGIZhGIb5G3AI+LPMmjWLNm7cSNHR0d97V6TyVZ4ABAYG/q31NDQ0/va6DMMwDMMwDPNv5M6dO2RgYEDOzs7UsmVLsra2JnV1ybHHAoGA1q1b9132j2cBYhiGYRiGYSoOZwA+y8aNn6q0Xb58Weoy/9kbgOvXr9OLFy8oMzOTxGLJsykQCMjPD8NezLdDYZMeKWp+CjsmD8fKszQCx68VtdIFV7UnVnOM1sayj+LaueAaKWAIvPIFDIuVDsURazd/w3DNhPkYslLvhAmtUjXcXgOdBHA+AzAcaKCAr9H9PoYwDXZjuPL9KDdwWpOxomXsAkyQbbfEasPD1o0E16IeBrXfDTcFd9cEg/vVDmM1zLCjJuDSeuKwv/RWeFw0nuD7+HXTBnA97VuCy3XH8yuS0muppWMbSu+PgeR6dhhMTGqA1WgXdTwM7nEBhsGv38egXr4thiQFyvhpJm25O3m4LwIRrqvulAVujwsGiHtkjgeXuwTbX5NF6KqF4GProkMYshVuMQenOvo1OLXh+D58HXCWgenK2J4zHfFatTd6D65wM7Y1QRkGiFVXVgIX8KQtOFLDSsDPF0kGsJ2mv4Jl3vbEyrhVnmJgs8gQ22jn5z1xN8bjfnQ9fhvc4Uk4UYKgC14wzXTx3B7Kwf5a9AzDuPNO47UbWVQF3N5BeG0U52C/njENX8N+C17PSV54/elgjpcaaeI1vqMGhnbjQ/BaMzbHYHnCKFxXtyZ+LiocwYkD0upgm682A9vt+lc4EcbEVlKOaR/JyuO5qelE9BSWY/4diETY9/ybkMkNQGRkJPXp04fi4uLgD/+P8A0AwzAMwzDMDww/AfhhkckNwIgRIyg1NZU2b95Mbm5upKuL3xgzDMMwDMMwDPPt+SqzAP0vT58+pVmzZtHIkSOpVq1aVKVKFan/GYZhGIZhmB8UsQz//2DUqlWLzp07V+H1srOzqVatWhQRgfV2ZIlMbgDs7e1JIPjxp3BiGIZhGIZhmL/iyZMnlJ2NxQ3/itLSUnry5Anl5WEBQVkikyFACxYsoClTplC/fv2ocuXKsngJ5iuglFlAygWfGtwlv42wjOJkvJFrcGESOEMFDLsYPsbgrXILvDhOrmuF68ZlgUs7agRu+rRj4FYJMUQXMQqnm228FjMoJ+thTYrTVo3ACSvrgKscjsG6qPX1wVU5jeFPhfdZ4BwXYfXirDMa4NRMMLj2eJczOMMoDCRvaIMVQRf1GgJO2AP3r0yUA85OF89vbDb2AcvTsMpshhdWLM22x/anjDlyqnQf98+kQAtcZGUM/qn1xPdxMQOPX9hLDExXHvYWnN1iDJjWWosVq0/cwCqzQxrdARdaGUOIxaV4zqcO9QFXFTOmNHT9EXDLDnqBe74S3+8F+7Xg9APxHLk/GgxOKREnCgjs0gNcnyOXwA3VjQRXICVf1rmJP7jiSric/WysvPr8Z6xOfakNzs4xvodkJe/SVAx1ZtapCm7rjK3gxizBvjQ1Uw/cvd+2gQvJw77KZP5LcKWrsM3P1fEAp6qFFY0tmySBmzERqwOrpuO6uc2wr7LchBMM5M7ESuHFOtim9NqngHt/2wzc2PtYzbfqFlBUMEtKpfU9WFWdxuNohRlSwuv7huHnxGBD7F9DznYAN+gpXi8KdXFiiHd3JY9L8Vv8jPj2yGrO/h/zS2RfX1+aPXt2hdYRiUTf5UtzmdwA9OzZk4qKisjR0ZHatGlDFhYWpKgomf7/nlMfMQzDMAzDMMzXYvBgvJGrCObmOKOaLJHJDcC1a9do7NixVFBQQKdPn5a6DN8AMAzDMAzD/LgIxB/+y2K7Pxq7duFUzP9mZJIBmDBhAuno6NCFCxcoKyuLRCIR/C8rw+EhskYoFNL06dPJ3Nyc1NXVyc3NjS5dwsfN0khOTqbevXuTnp4e6ejoUPfu3enFixdSl92xYwc5OTmRmpoa2dvb04YNOG+yrLbJMAzDMAzDMH+GTJ4AxMXF0fLly6ldu3ay2PzfZsiQIRQSEkK+vr5kb29Pu3fvps6dO9PVq1epadOmn10vLy+PWrVqRdnZ2TRr1ixSVlamwMBAatGiBUVGRpKBwacCIFu2bKExY8ZQr169aPLkyXTjxg2aOHEiFRQU0PTp02W6zYryYoQWqVh8Gsvu/mgoLFN6HschGuXirXnWXizSkjwCx7rbLMHtqZhifqBUB8c2ar3B7R1tg2PJ+54PBbcv1xZcb28s8HVAA/MIQgPcv8s9VoFrfXYKOPu9ReC2HPoZXNsbE8ANqYnjwRuo4Zhz5TAspCPEiAIpmmIxr3elyeDa+94Ed3ZbM3D6sTjud9XWHeAsHLC9tF6Jx2rSzKPgVhzqBU4a4jc4nje/Dra1G33wvL0vw+JEl/JxPPj1fAdwmffwkW3JRAwpLK6EsztcSsTiWx4/T8PtYX0mUrmN57xUE4snZdliF18mxu99NOvh2GdhKr7GRCfs06NXYLE2pwAsBEZWmAUx3oXteedJfI2dhM52HxZjqqKSha+xGdt4Qjscd+7TACt1jh2AhdRyqkv2TYpLsW+xUkwF5xWKY+eV2+WDs16DY4F7CUaDe+uGY+xNA8PAVYvAPsikGNd9fBWLlyU54r4Ue0j5arYEwyZOyxLBRS/EbI3jFjxWz2fogZtjhYXPlmfgeHqLrVg0LaUJ7p/lbPw8eTMYr/v7TTE/1qeJJ7jUtvgZuKqBlNkO++Dxc+iKxeSMbmD7Pm15XuLnqOgSaopd2reF6wD8sMjkBqBGjRp/KwktSyIiIujgwYMUEBBAU6dOJSIib29vcnZ2Jn9/fwoLw47zI5s2baLY2FiKiIigBg0+BPc6depEzs7OtHr1alq2bBkRERUWFtLs2bPJ3d2dQkJCiIho5MiRJBKJaPHixTRq1CiqVKmSzLbJMAzDMAzDMH+FTIYArVq1irZs2fLN5zT9M0JCQkhRUZFGjRpV7tTU1Gj48OF0+/ZtSkrC2Q7+uG6DBg3K/1AnIqpWrRq1adOGDh8+XO6uXr1K6enp5OMjORvHuHHjKD8/n86ePSvTbTIMwzAMwzDMXyGTG4DVq1eTtrY2NWrUiGrWrEnu7u7UrVs3if/du3eXxUt/lgcPHpCDgwPp6EiOjXB1dSUiosjISKnriUQievToEdWvj9M5urq6Unx8POXm5pa/BhHBsvXq1SMFBYXy38timwzDMAzDMN+SjyFgWfxnZItMhgA9evSIBAIBWVlZUV5eHj17hnPhfus5T1NSUsjMDOcM/ujevHkjdb2MjAwSCoV/ua6joyOlpKSQoqIiGRsbSyynoqJCBgYG5a8hi21+jtTUVHr/XnKe6ri4uD9dh2EYhmEYhvnvIpMbgISEBFls9h9RWFhIqqoYDlJTUyv//efWI6IvWrewsJBUVKRU3vn/Zf+43Nfe5ufYtGkTLVy4UOrvVNVLSFXzU5AzPQGzBAJXDJBVm4EFWV6MxsI3algXi1QS8YYlzRmDlEV6GAJ2GIQbTC3UBBfezgKc2MQAXJEprlvUD4Ot7WvgDWzrK77gpAV+6wVFgmtzbSK4xnY4+1MVVQyBdXkwApzuS5xRa/TyEHBbYzC4NkznPDj3tvXAnQhbCc7rMYbGz+RiMa8bvaUU+PLH43ykFaZdH93D2a6azsZgZtJYDHWadsBhfUEZGLy91wnDe6VVjMHZqmEYfGAQBpc7a+K5dF+A4V4VzB5TVjX82suqJl4zCbGm4Fb67MENSiHwFQZqC+/g9dHEHdt9am0Miqpm4IPkxL5YpCrfEUOXr07gse/V9xa4XyLwvGU0wH1WGYih4tTW2Na2RGGwM7YECw322I/FEa0UJfumllPGwTIKGRjINtfBj1vNo/fBZQ7F96rdH4PMKr9gkFfUHK+hO4fUwR2eiMnRyUeGgyu0xCB4ph2+jyOTA8ANtxkIzmo1HpeyOCxeRvn4dPxlEZ6fsnf43k7sXAvOs+8YcIIibBdlLTG7uDmrBricrcrgdJcLwank43LKediPxGzDPjLuDq5bL0YycF78+h0RrYXlviliGRUCk0lxsW9PTk4Obdq0ia5evUqpqam0ZcsWcnV1pYyMDNq9ezd169aN7OywWN+3QCY3AP9G1NXVSSjEC7SoqKj8959bj4i+aF11dXUqLsZO5eOyf1zua2/zc/j4+JCXl2SVz7i4OPLw8PjT9RiGYRiGYZi/x+vXr6lFixaUlJRE9vb2FBUVRXl5eUREpK+vT1u2bKFXr159t5pYcnMDYGZmRsnJ+C1KSsqHb7M/V4FNX1+fVFVVy5f7s3XNzMyorKyMUlNTJYbsFBcXU3p6evlystjm5zA2NobhQwzDMAzDMP8Yngb0s0ybNo1yc3MpMjJS6t9iHh4edObMme+0d18pBKyjo0NHjhyp8HoZGRmko6ND169f/xq78ae4uLhQTEwM5eTkSPjw8PDy30tDQUGBatasSffu3YPfhYeHk42NDWlra0ts43+XvXfvHolEovLfy2KbDMMwDMMwzL+Dixcv0sSJE6l69epSc682NjZ/OgOlrPkqNwB5eXlUWopj+/4KsVj8t9etKJ6enlRWVkZbt24td0KhkHbt2kVubm5kaflhLGpiYiJFRUXBunfv3pX4Izw6OpquXLkiMbymdevWpK+vT0FBQRLrBwUFkYaGBrm7u8t0mwzDMAzDMN8UsQz+/wcoLCwkIyPMrnzk42yP34uvNgRo4MCBNHAghn7+im81G5Cbmxt5eXnRzJkzKTU1lezs7GjPnj2UkJBAO3Z8ql7q7e1N165dI7H4Uwv08fGhbdu2kbu7O02dOpWUlZVpzZo1ZGJiQlOmfKpoqq6uTosXL6Zx48aRl5cXdejQgW7cuEH79u2jpUuXkr6+vky3WVGKi5SICj4FjRQL8H5wYiusjhl6yBFcURQG/CzO4/ZSOuGQpdHjToEL2tINnI/ZFXBRQpxJKcS2PbgXPTArYfdLDriApqfRxWK1SSMjDIspJWMg+3JgY3D9/bDSbhPtGHC+v/cBd9B1G7gZSRgMPvEeKyRLw34fhuNO31oNrtsaf3CqmdhLRwy3BiesjGWJBbnY9URPx3U7DsYKqI1X3AX3bDwG9eLNsfKsylI8R/GbpIQLEzBgaXEZv6iQVqm4z4i14IyvY6VikQ62SZVcLXAZifg+bO/j+3jfBo/zulVe4Iz24dTBfcIxuPzL8ZbgtPAwkwAzjVQpFoPpZVImFDC/hcf0qHYTcNWlVAwedv43cNN+64f7MgT7iFzRDXCLfhoMbtksvN76LB4p8XOZlBGWQm2cuCGjFh4opzu4b/qP8nB7b7CKt1hKkVmdpTjMlYpxsokVKR3BidQxdPrLZgxLt96Ogfbeq9FpJeP7zZmQCc52Lk4+oXgbPztO7cFq5IpSjr3rrsngDKVUm8+rh9d45eV47Df3xdC8bjT+3fJ2JF6TSrH4Pmx2YJXs7guxfd9djkHo1PqS7UqUhueM+fdQvXp1un79Oo0ejZ9jREQnTpygOnWklHr/RnyVG4D58+f/o/VtbGy+xm78JXv37qW5c+dScHAwZWZmUq1atejMmTPUvHnzP11PW1ubQkNDyc/Pj5YsWUIikYhatmxJgYGBcHfn4+NDysrKtHr1ajp16hRZWlpSYGAgTZo0SebbZBiGYRiG+VbIas7+/0IdAF9fXxo8eDDVqlWrfGSHSCSiuLg4WrhwId2+fZuOHsWZ5L4V/4obgG+FmpoaBQQEUEAATln2kdDQUKnewsLii3MOI0eOpJEjR/7lcrLYJsMwDMMwDPN9GThwIL169YrmzJlDs2fPJiKijh07klgsJgUFBVq2bNl3nZFRbmYBYhiGYRiGYb4iPAvQnzJ79mwaNGgQHT16lOLi4kgkEpGtrS317Nnzm41++Rx8A8AwDMMwDMMwMsDKyor8/Py+924AfAMgx1gveklaCp9CWQpaWBlXrQuGewsmGoKru/4VuDgjXO5eg2BwXSwagDO/gtsbdR9D5tbe8eAE1TGAqP8EFCV10AWnIsB1x9jgNLVLT/cEt/06BuYmD/YBN8cIQ5juAzEk1G0NLjd4PXYiTYKwmujlSxgCVrcGRabhGI4bVtMbXI4LFqPr7PwYXPQUTIm+bYqByEo26eC0NuP5KPHH5U5HYdVfu7t4gpXcsV0V1rEGZzsVA7rFOzGsmP0MK0wLDbC9/JKLVXA1dmHgPGE3BjuL3KWEyy/jcUmtiwHirQkYkjS5iuHC52tqgVPohVWnaQCqrDYFKJNxX9TSsL1UCsH+5eVYLIZoclxKpdQxeKx+Won9gUUano/3LqBoxHqsxq3QPQPcuBAM2OuVSn41mY2nm570wwrWbgH4miITKQHYbDzGGol4HtNqYlXmB/FYWdlpAZ7bG77VwUUexWJEDXZguLfKknBwiiaYxo0bh9XhBQ+wenPdHth/pYbiN6PWc6PAxazF95HSHoPlM/vtB/e8CMP1BwtxAgn7vVngjpzeBc7LHSujZy+XMsvLFmyjbXWf4nIzUNmrS/ZVKbH5tGwNLvdN4ScAnyU3N5eysrLKZ5kkInrz5g1t3ryZhEIh9erVi1xdXb/b/vENAMMwDMMwDFNhOAT8eUaNGkUvX76kO3fuEBFRTk4Oubm5UXJyMikoKNC6devo119/pZYtW36X/fsqdQAYhmEYhmEYhvnAzZs3qUuXLuU/79u3j1JSUigsLKx8JsolS5Z8t/2TyQ3Ax+q6DMMwDMMwzH8UsUB2/39w0tLSqHLlT0PNTp06RU2bNqWGDRuStrY2eXt708OHD7/b/snkBqBRo0bk4OBAixcvphcvsMAMwzAMwzAMw/xX0dPTo7dvP+R3CgsL6caNG9S+/aeciZKSEhUUSMlVfSNkkgHYt28f7d+/nxYvXkwLFiyghg0b0qBBg6h3797/qHIt83WpuT+PjOw+3QNeXFkblgk8gEEzxba4rYIENXC1qmBVygnJGFRMWOoCzngjBgGLpdRry/bAfdYekQTOQR3drWhbcPoKWAlyeQJWzRQr4r5sSWsBTjEfQ9TVj44HV21+Irjfp2GQt1NAGLjTR7HacNOuj8A93I7hzw2rMfjnPwirAxvaY8XJ4urYfaTWwXagUB+DrXtq7gY3LRQrboqTMGFZY30KuMRjeC6rLMvHfRHi+VDYg6HBuBgMU1Y/h4Fzo2tYTTSwchtwmqoYit08B4/90I1Y3E+l03twhj5YVTfOGPc5dRgoGtQYQ+0HM/Hi6tEJ29r5Vxi6zBdgCDjfHKvPbl6+FtyE2L7gNMPwWKXVtgZXiLlgymiK53KQyy1wwWFYbZgysAqzTrUsfF0Hye/NHCZh+24ZOQFc5asJ4PLrYLD8bXes6KwoxDergrly0o7E4x6/EkPkVTfhMT7cEUsLq6fia8yOxdDuoQwMMjZXiwMXk4/vY5Qe9lVX3zcEt6TyOVz3Hk40UaaMr/GiIYaUz05tBU7RBAeejzh8BlyjdTgZg8Xze+BSo+qBa34Wj8vUfRggLtHGfRnQVrKCdXrpv+Rb8v/AeH1Z0LhxY9q0aRNVq1aNfv31VyoqKqLu3buX/z4mJkbiCcG3RiZPAPr3709nz56lN2/e0Lp160gsFpOPjw+Zm5uTh4cHhYSEUHExdkAMwzAMwzAM86OzYsUKUlZWpl69etG2bdto8uTJVKPGh5nyysrK6MiRI9SiBX5x+K2Q6SxAhoaGNH78eBo/fjzFx8fTgQMHaP/+/dSnTx/S1dUlT09P8vb2pqZNm8pyNxiGYRiGYZivjYxmAfovPFWws7Oj6OhoevbsGenq6pK1tXX57woKCmjjxo1UuzaOYvhWfLNZgNTV1UlDQ4PU1NRILBaTQCCgkydPUosWLahBgwb07Nmzb7UrDMMwDMMwDCNTlJWVqXbt2hJ//BMRaWtrU/fu3cF/S2T6BCA3N5dCQkJo//79dO3aNVJQUKBOnTrRvHnzqGvXrqSgoEDHjx+nKVOm0NChQ3n2oG/Mk6GVSEvpUyZj0E0c67gzsCu4PXNWg+v6K45dfnECx2VHNcbCKDZHcTDriVO7wXUchUW1NJ7gePAEGxw3/lZKzsZpP47FfHsTx8uqKeG48WaNsXBLxCYcs2+Ui+O3x7a+DW7XL1iA5uzOleDG9BwLznT5a3BvPXA884W7q8AViTFrkV8ZxxGX9sDCWI118PjdK8FvMwbZ43U9+PEQcJbnsnD/2uEkAqVDTcHlLMSx+CZ3cXaF+r/j0MPKqvje3u21BkeHsLssnoeFnJSVCnH/wo3AWdfCdmX8AAtjnfX7BVxP5d7gLFyxHaSfxjHmY/XxfFy7jTmSk8XopH3TZ3Efx92rpuH7uJSP+YGyIByvHeWP45qv9sBrIfB9S3Dn4/E1mmthAambx3CMuWpELLhmN7EAV2gtyYJmRW3wutdMwXZWbIvvNdETrz9NKTWhZo88CM5SCYvkzR0zEpzCQ8zvvPfDDnH/hC7gSurgvvj9hH2QYjE2jAtYE5Cs62EbXZOG+QHBCizKFinEa+hdK+wLMppg29t0xB2cz5qz4BQJz8fGCX3AWd7BLyxfzqoPTgW7Fjp1HK+rWQOOgAt6gUNDUoSSn0+Zxbi/3xwuBPaXlJSUUFRUFGVnZ5NIhOeseXMpAcdvgExuAE6ePEn79++nM2fOUFFRETVo0IDWrl1Lffv2JQMDyUqAnp6elJmZSePGjZPFrjAMwzAMwzDMN0UkEtHMmTNp06ZNfzrbT1kZVof+FsjkBqBHjx5kaWlJfn5+5O3tTY6Ojn+6fO3atWnAACl15xmGYRiGYZh/JVwJ+PMsW7aMAgICaPTo0dS0aVMaNGgQrVixgvT09GjTpk0kEAho5Up8uvmtkMkNwJUrVypU2tjV1ZVcXfExIMMwDMMwDMP8aOzevZt69+5NQUFBlJ7+YchevXr1qHXr1jR48GBq1KgRXblyhdq2lTK3+jdAJiHgivzxzzAMwzAMw/yAiGX4/wfn9evX1Lp1ayIiUlX9kK0rKvpQw0VFRYUGDhxIwcHB323/ZBoCZv7dJA2yJVWTTyEqfSUMTbYfh0V0up7HwG+rOhiKer0bQ8CxzhgwFcRh+K7GYSykE7huL7h7+VXBxTwzAPe0xR5wDsYYZntVjMFWxYW4vfv1MFwpwsVozNnz4FbGdwBXZR0Wwxm7BgtjKZ7H4J9wORYSWXp7I7i297EqVG4chlhFLXE8olI+nrf1sVhIx+xgNLhjXVzAmYzD8ZAv12ORwMvxx8E1OIVFeEzP43cZuZ4NwO2/AYpU03Fdm8tYOG7vohBwHacPAaexC9+H8XEM3javNQqcVRoGiHs26QUu0QvDjwJsalSGWXDq9GA4uJIa+FEglvL1kMVvuH+9t1wAd3QwFkM7NR2/5dI8j8WTSEpxvxKSEgwOxqfG5u5YfHBMxEBwplMxZKrcGYsAnpvfEpxOZckga7KrCiwzfTCGOhc/6AzOYRUGqF/2wO3N/b0bOIu9GO41nY+h+edHcAhuQSG+buEIDKWLkvA1LDc9Bud5D/vNEK+W4KI0zcGprMe+Zd9l7Oub7pgKrurNNHAmx7CPfNMfj4GeIvZBK5/hZAzmv94F5/wALw5HUQS4mPY4qUTty7jPqzZ7gZPGZWvJwmfFKRhSZ/49GBgYUF7eh35FS0uLdHR06MULyWs0M1NKUvwbwTcADMMwDMMwTMXhWYA+S506deju3U83kK1ataK1a9dSnTp1SCQS0fr16+WjDgDDMAzDMAzDyAOjRo0ioVBIQuGHqWmXLl1KWVlZ1Lx5c2rRogXl5OTQ6tU4rfq3gp8AMAzDMAzDMBVGQDKaBejrb/Kb061bN+rW7dPwverVq1N8fDyFhoaSoqIiNW7cmPT1ccjot4JvABiGYRiGYRhGxujq6lL37t2/924QEd8AyDWWv7wibaVPlXm33MawoXpYDLjap1+B22QRCq7mJAwBqz3FgFtuWydwVucxkHa6iQu47GJ1cKX5GFzr2GMQON9dp8HVVU8Ap7gZv944P7QpOKuNGMBrq44Bn/VSKgsLjA3Bve6BgbmlFhhmPrEQy3XO6jYEXLaPNrjerbAq8eEIDFfaBOIxyLPUA/diIn6bIc7DcGWlIqz+rHzKEtwQXWyTjlMwMJ0QbAfOahWOcHS6giHR0vcYyittiOMyW/yMIUTLdZG4L/54LnUuYRpXQw2rxR44i+d3QKeh4HaPWwduWRJWO41KNQZnuAqvmaqrcAKA6wl4/Q7pg9VTt7zCKpaXju8C1+QB1nqxnYv7Ms0QA6AmCvhRpYzNit7cwUC8qpT6O8q/4/bejsdgtZKUdZNnSE4A4LgtC5Y5uBevocM3t4Lr746B9lbtIsElDsNrI2qaIriuei/BRdSrAs4mCNetvvoJuKFumJrX7o0B4q47poEb9stFcOIGWM33eRCWDPaug6Hnhqdx/8y6Z4N74IZtaqXvNnCjQ4eAE+ThcVEKxX44bClWm3effxXcvId4/B4Wa4K7/roRuJIhGGa+VGu3xM/R0SXU8idYjPmXkZubS69evaLMzEwSi/Gz9D9VCZhhGIZhGIb5j8Mh4M+Snp5O48ePp6NHj0qt9isWi0kgEPy3KgEzDMMwDMMwjLwycuRIOn36NE2cOJGaNWtGlSrhtNvfE74BYBiGYRiGYSqMQCyjEPB/4AnAxYsXyc/Pj1auXPm9d0UqPA0owzAMwzAMw3xFNDQ0yNr6/9o776gokraLPwNIRnJUkpIUcVEBc8CsmAXXnHNOmF11Da9rjphQMGBEBdMaFxUTJswooqIkBURyZvr7ww90vKOCu6wL8/zO8Xi4dFd3dVfXUNN161r87NP4KvwGQIZ509dcIgk41wDNqY4zlUG7/xJTcLsNwiRDfWc0Y4kVcFgvLXFUOQTTgW/7ojHz+ux1oB2TYqht0xYTE3u1RGPw1rYdQVs5Ds176/qgkWul4XnQutthsmRzKcbqy1pOoBnczQFt8YL+oGmFoRsy1R7Pr71TKGgnXqEBb0Kjc6BtjmsHWo4pthe7VZiwKkpMBi16C96jSn3R3Lt5/mnQrt3H9uc1vgZoz/tIMfTpo0mUCDXN83j9cnSx7T7bhAZ2/b9wu8NP8Jp28cAk4N6L3UETVNDUfiwFjd8ZU9HEqmWpClr27HjQFhmjYbPDJjQ9753dDDRRdbyX9SuPB83wBhq/gwbifYvei+bj3Qe9QEvFEHDSDxWDppCN2jtnXIygAANpqerRN3jcFpKR3ynVK8I2KVW0QNORw+cleNgK0Bpvxev+RwCaw/+Yif1XN1d8hkKt0LCauQjrfywU+9eIOVqgZThbgHZoI65l3n3nFNDqB6GRV65nAmh7QnGBBv80bBfeLxuCluaHn1ljDtYGTQk9+PRg6HrQ4sWYft241WTQzsxsCtreapiIbRbwDrT8tWj41ZuE/YhbI0mzddaHt0T0k79dZg/AV+nbty8dPXqURo8e/bNPRSo8AGAYhmEYhmGYv8Hdu3clfvbw8KBLly5R27Ztafjw4WRqakry8vjFVO3aOED9N+ABAMMwDMMwDFNy+A1AEU5OTiQSSUaYFS77ee4cvgXmVYAYhmEYhmEYpgzj44P5J/9leADAMAzDMAzDlBheBegTAwYM+NmnUCJ4ACDD9G5xiYytPyWUOqtgku2Qu9igNR6gWy6jGiY8qr5Fl5Xy/DjQ8lpiEmvBWUPQ5PeCRF2sGoP24jc0SFbphcmpA4/hK7mtQ7uCNvLoMNDWdfEFrVoFNJ/lutiAtu0uav18QkDbcxHThq0OoCFNPhHNlTsObwEtoQCNra6aYaAtfIKJsmL0DJLdKkzhfDYCk4Btf0PTqdEyLDDFDQ2hK+KzQbudiKbGQ9vWgNbgGBr1NM/hNchE7yxpP8PrrOyB9TXTwKTn9vXQiPksDz/NZu7BxNvhN9HYWfURGuJ3h9YDjQbi3FI7TzRdLlyKiaX9u48ELdUzA7SE+rqgmZ3Auh2ZjsbEjhungda23l3QrJpje+k0G42xS+buAW1rfUzUrKqB/UvYXAfQYgdhf+V0PBL3DZY0jVd8gdcpsyem5ba5OQq0ytrJoDXriNdk8lE0/wesWAXa9DddQBtrcgG00ZvxXKxuYJuPHIYJ2xsHbwatczCaHG0O4HWPPYXO7f5nToC2PqkOaMfXNQOtQgYavE333wRNaFgT932F7czpF3z+Cm5ogaaDnl1SSsLYaDNf/EwdeR3T1xcuxvsbtwL7lgu1JM3WT5/lUaPDeC7MzyU7O5sCAwPp1atXpKurSx06dCBjY+OffVoADwAYhmEYhmGYH6MMfltfWsTHx1ODBg3o1atXRfP/VVVVKSAggFq2bPmTz04SzgFgGIZhGIZhmL/JwoULKTIykiZNmkQnTpygNWvWkIqKCo0YMeJnnxrAAwCGYRiGYRimxBR6AErj34+Sk5ND06dPJxMTE1JRUaG6detKXYXne7Rq1YpEIhGNHTu22PucPXuW+vfvTytWrKD27dvT+PHjacOGDRQZGUnPnj0r8TmUJjwAYBiGYRiGYUqOUIr/fpCBAwfSqlWrqE+fPrR27VqSl5en9u3b05UrV4pdxpEjR+i6FL/G93jz5g01aiTp32vUqBEJgkDv3mEI3M+EPQAyzIHTTUnp7icH5JHbaFyzeIwNNmIYJl8qJqOBznvvBtCa/YnGTDs1NE89fYLprKKmaAhVTMP0ynwpicaV5PH8xv/WE7S33UEi5QQRaO1U8ZwLBDSkyeXg+r7KLzGd9ZyBHWhL2+0H7ffo3qDpPcKk2A7BY0BTDMdk5jad0TBnq4vJnHZuD0E79wgN2BbVY0CLGl4dNLM9r0BzWofOuicp6NCtOAjNiu+v43cZv7UIAM26HSZCL2mD6bsK3mjsdNPDb2+Oj20O2v/GmaBWE89lmh8a7Kv+cQ+07CaY1ryq4T7QMsRozt9b0QW0h9mYpPy8L5qjDzpjKupvDTqBluRqAZqxPBrija/iMxN5DA3d15aiUdRlLBqrW6mgifOMOhon763GRQE0L99HzRj7kjMnsI2v+m23xM9bfLrANmr7NEHTGoJtL8Mb+7nIP9NAs1GNBG3qb9j2Gobg8/c/N0xpz5iAfb1wC58hi5Z43OWuuEiAdQI+GxaXsD98sMwRtHkne4BGhtjXUzX8i1Csg/VIqYoG+WPDl4PW0dsTtFBnTJZv5Yt9qfoLXBAgshsugGBYEdvyxJNorB4w6RJoh/yagdant2SyfHrBByIKgO1kmZs3b9L+/ftp+fLlNHXqx8UD+vfvTzVq1KBp06bRtWvXvltGdnY2TZkyhaZPn06//fZbiY6fk5NDysqS/V/hz/n52F5/JjwAYBiGYRiGYUrOfywIzN/fn+Tl5Wn48OFFmrKyMg0ZMoRmzZpFUVFRZGpq+s0yli1bRmKxmKZOnVriAQARUWRkpEQqcErKxwHj8+fPSUtLC7bnJGCGYRiGYRiG+UFCQ0PJxsaGKlaUnKng4vLxbei9e/e+OQB48+YNLV26lHbs2EEqKvjWvDjMnTuX5s6dC/ro0ZLL5XISMMMwDMMwDFP2KKUgsMI3ABEREfArfX19MjAwkLpbXFyc1DX3C7XY2NhvHnbKlClUq1Yt6tkTpwgXh7KUBswDABlG90EeqWl8mi+fVA3nkpvMxpApq744J56kzG2bF9setGoLokCLHoxznO1m4JzfN+MwzKXN7IugHTjYDLSGF8eBVqEbzkm26oHHlQvCebod6+Nc6DwzPdDSLHAudAFO1Sat6Xjt7+y0AE0pGfdVSsD5sr+Yo3fjvSF6D4I34xzx1TM3gbbEzhm0jLHYDt7F4TWooAESPfkd56HP0DkN2qBLGFBFy7C+vdZNAW3kkOOg9f1rOGhGdbEbrDgd28bagThf3e4uzn02m40hdud3YxvXe4BzpGP3WoBGl7BtrB+NH04K526Dlt8S2+6CYLz2dr4471yrC/pmZl05BdqzXPywre6Pq2bYZGBfEumO7UUNbxs96o6+ngYB6CcyPYPHmLLfD7RdIxqAViELPQUaHd6Apjxf8lyeDUb/hJxWDmh6u/A6yYvxL6enC9EPRBrYv8orYTuL2ofPeKs96PMRdcZ9t18/CNqQeugfiO2K354qtsN+TjQYg+lG+GNq1fzTaLxaVxf9T1P3DALNcj4+fwsf/gWampSPLMs9+IdgdV1st0IrvEf6WtqgGdyRMr9bynEntvoTtNOdnUBTXoNBankh1pI/Z7wjwttbrujSpQto8+bNo/nz50vdPisri5SU8EO2cB5+VhZ6yAoJCgqiw4cPU0gIBnMWl7KUBswDAIZhGIZhGKbklLIHICAggKysJI3T+vr6X91NRUWFcnJwAJ6dnV30e2nk5+fT+PHjqV+/fuTsjF94lUd4AMAwDMMwDMP857CysiJ7e3yD+jWMjY0pJgZXw4qLiyMiIhMTXKWNiGjXrl307Nkz2rJlC0VGRkr8Li0tjSIjI8nAwIBUVfEtW1mFcwAYhmEYhmGYH+M/lAHg6OhI4eHhlJoqOR2wcFqPo6Oj1P3evHlDeXl51LBhQ7K0tCz6R/RxcGBpaUlnz5798RP7D8JvABiGYRiGYZgyj7u7O61YsYK2bt1alAOQk5NDPj4+VLdu3aIVgN68eUOZmZlkZ/fRc9OzZ0+pg4OuXbtS+/btadiwYVS3bt1/rR7/BjwAkGF+mfSI9K0+mdz230cj0oOj1UDLmIZmp6rWcaAFv6gKmvxYnH8nkuKdymyG4VHqMfi1QOCmZqDlWuJ2Z5tiqNG1LAvQtnXtBlp8IpqGFHqpg2Z2CkOITi31Aq3OyQmgUR4uAxaVhUYzlSQ0jg7bFwjanrj6oMWEogkx+DcMyGm2EwNyBty5ANq+nSCRziU0A15bgNe+8Qw0262xbQWaZgS66FZ2xQMPV+gH2oqbrUF70m4jai3xGNOHoPlYRR+NwS+9zUELcNkMWs/VU0Hbv2oFaN1vo0n59tQ1oNmfGwWaiRYGIGnexFfhlU+jMVguCk3jo80agiZSQEPy6zk4X9apZTho7dpgmNzCmxgqZdAkCbQ3MbqgqeM0X3rTFkMKN47BoKlpm3aDtk7Ks//moA1o66Mk5x+L8rH9XGuCIYhnnCxAu56KfWTGHlwT3LQr3kcFOewLos9jeQN0r4I2qulE0BqcnITHGId/IshboWF8dBU8xir3LqC1khJodrHeI9D2vEOTtk49bKO7w86AdiQNg7ZGrMZzUdyIpm/r+fiMi5ZiQOEyNzQzxxRg+JurMgYKbk/BcLC4VfhcLbfzx+NeklwIQ07AQLJ/G1EprQL0o2XWrVuXPDw8aObMmRQfH09WVla0c+dOioyMpO3btxdt179/f7p06RIJwscD2dnZFQ0GvsTS0lKqGbmsIzNTgJKTk2n48OGkr69Pampq5OrqKhHU8D3CwsKobdu2pK6uTjo6OtSvXz9KSMDEVLFYTMuWLSNLS0tSVlammjVr0r59mNpZkjIXL15MnTp1IkNDQxKJRF91vzMMwzAMw8gyu3btookTJ9Lu3btp/PjxlJeXRydOnKAmTZr87FP7TyETbwDEYjG5ubnR/fv3ydPTk/T09MjLy4uaNWtGd+7cIWtr62/uHx0dTU2aNCFNTU1asmQJpaen04oVK+jhw4d08+ZNUlRULNp29uzZtHTpUho2bBg5OztTYGAg9e7dm0QikcS6siUpc86cOWRkZES1atWiM2fwGw+GYRiGYZh/nf9YEjDRxyU/ly9fTsuX4xvuQi5evFi80xBKo3L/DWRiAODv70/Xrl2jQ4cOkbu7OxER9ejRg2xsbGjevHm0d+/eb+6/ZMkSysjIoDt37pCZ2ce1wF1cXKhVq1bk6+tbFDkdExNDK1eupDFjxtCGDR9fAQ8dOpSaNm1Knp6e5OHhQfLy8iUqk4jo1atXZGFhQYmJid9c/ophGIZhGIZhvodMTAHy9/cnQ0ND6tbt0xxPfX196tGjBwUGBkpdM/ZzDh8+TB06dCj6Q52IqGXLlmRjY0MHD34KTwkMDKS8vDyJuGeRSESjRo2i6Ohoun79eonLJCKysLAocZ0ZhmEYhmFKk0IPQGn8Y0oXmXgDEBoaSrVr1yY5OcnxjouLC23dupXCw8PJwcFB6r4xMTEUHx9PTk5okHVxcaFTpz4lY4aGhpKamhpVq1YNtiv8faNGjUpUZmly+nl1Usz6lAh5vBka13bWRCOgNLQV0Ox0drkRaEkjk0Ez7o5pjktfXANt2EI0qWWjN5B00WtI3WLR2CpG3xUpD8X0RdNlaPjNmY2m56emGE3uFDQGNL0QTMicdhINX8sbtQGtYsFL0K6l4RS28AR8U3SxF74ObRyMCckaWDXaGoJzJ8+Ow/LaXECDc8dumOC58cA60CZPQGOw0fXnoMl74idDUEM0946PRFNnl2eouei8Bk3pNRq6FYKxPVe6gwbxxztwu7QqaNgcM2Q8aFnu+J2M2xNMYx1cG5+PHVl4j2LbYeJrtbmYbtviIrarndvagmZ8PR00TRf0Lb3YhebZXa/R/CjqjysAvInGdOCFDY6CNjfTHTTth/hsjdqAz9bGqOagCfJo5pWXw7aWnC25kIH1buz7+kpJQu7nfQK0V8OrgGb8BL1pj2vi51P7XzC1PD4d29mANdhvyknpN0kFFyLwa4OLGMzpMxS0zTW7gGYYg/d2yA5MsP6wGVNbtQdjO+tzASNvu47Duqn/9RS0pMVYN8Vb2F8HHcF+KSgbk56nd8I+LXyQFmi2a6JBC5uG69Db7MJ+xOwgGnyTB0iuQpP14S1RwE+eFvwfnALEFA+ZGADExcVJNX8YG39cFSU2NvarA4DC8IjCbb/cPykpiXJyckhJSYni4uKKjLpfO05Jy/y7xMfHg7E4IiLib5fLMAzDMAzDlE3K3ABALBZTbm5usbZVUlIikUhEWVlZUv+YVlb+uGRhVhaOvgsp/N339ldSUir2cUpS5t/Fy8uLFixY8LfLYRiGYRiGkYDfAJRZytwA4PLly+Tq6lqsbcPCwsjOzo5UVFSkzvPPzs4mIiIVFVybvpDC3xVn/+IepyRl/l1Gjx5NHh6SUwgiIiLK5Zq2DMMwDMMwzPcpcwMAOzs78vHxKda2hVNsjI2Ni6bdfE6hZmKCc/K+LONr++vo6BR9U29sbExBQUEkCILENKAvj1OSMv8uBgYGZGCAcx0ZhmEYhmH+DqL//1ca5TKlS5kbABgZGdHAgQNLtI+joyMFBweTWCyWMAKHhISQqqoq2digYa2QSpUqkb6+Pt2+fRt+d/PmTYnoaEdHR/L29qawsDCqXv1Tkm1ISEjR70taZmmiq5VOqnqf3jR0PDURtnnZeSto1hcHglajcixorzuioVE+Ewc2qb+6gNZ/A0ZuX1qwErRWC6aApnsdEyNzK2uBlmSHqbVXHHFJ2EbWaNbUnasBmkZ9NCAqpqOm3z8SNDWRlGltaqogRbuhqZO6KIJknhIFmk8wJrYq38M3TYpp+O41vB2m23ap3RX3HYfnkm6G3czcTv1BE5nhcQUDHdAW98LU3wIlvM5ZhtjWNEbjdflN/x5oLWpgEmmlv9AYLEpBs6J3jw6gqbvis/DBFq+VlhQDu7Y9TlG8OAnPT9QZPzKdHCJBuzUL02J/V8M06TOdMI07/yG2v/h4dNNXjkfT5Rsphl/hPd4j1cqYNPu7/6+gGdXGJNdtbpjwa4JNg6Y/MwVNNBnPz24Emjjpi7ez71phX7B65ibQJi7H9OYrJ9aA5t4Yk4tvtMbtpkRjirJWCH6pVNEH6yU3Ep9747/wQsk1xWcypgn2S8qNMC03uQDb/K5aGIqJtmWihQFoQF9xuR1oelp4DHErTK9Xfofbdeh2A7TO3QaDtvjAdtBedceUdrEStvlUJ0zdVvyA5/J8DPaR43pge1HXyJP4WZSO95ZhiotMLAPq7u5O7969oyNHjhRpiYmJdOjQIerYsaPEt+0vXrygFy9eSOzfvXt3OnHiBEVFffrj4cKFCxQeHi4xvaZz585UoUIF8vL6tHKCIAi0efNmqlSpEjVo0KDEZTIMwzAMw/xnEUrhH1PqlLk3AD+Cu7s71atXjwYNGkRPnjwpSgIuKCgAg2yLFi2IiCgyMrJImzVrFh06dIhcXV1pwoQJlJ6eTsuXLycHBwcaNOjTcmCVK1emiRMn0vLlyykvL4+cnZ0pICCAgoODyc/PrygErCRlEhHt3r2bXr9+TZmZmUT00QexaNEiIiLq168fmZub/6PXi2EYhmEYhim/yMQAQF5enk6dOkWenp60bt06ysrKImdnZ/L19SVbW9vv7m9qakqXLl2iyZMn04wZM0hRUZHc3Nxo5cqVMFd/6dKlpK2tTVu2bCFfX1+ytramPXv2UO/evX+4zO3bt9OlS5eKfg4KCqKgoCAiImrUqBEPABiGYRiG+dcprdAuDgIrfWRiAEBEpK2tTd7e3uTt7f3N7T7/5v9z7O3t6cyZ7wduyMnJ0cyZM2nmzJnf3ba4ZV68ePG72zAMwzAMwzBMcZCZAQCDGKmlkabGJwNf/bqvYJt2z9qDVmUd2rbuj0RTnUIamsqsF6CprkXQC9D+HNMMtDZzJ4OWh14sIkHKVwdSJMN9j0FrnowJnu/b4XKtYgVMBza4i2bNCh9QK3iAMZx9u6DR+Mh5ND17JzYG7VIemqiNAzHddpD2SdB8atQHbfyg06DZHhsNWjUB02NzDNCUpj0GjbeJ3hagZeqjiVXtDqZhvpiNSbvqV9HUmCXFL73WMgC0WiEDQQvdiAmozaZgqnOmHjZAwxtoYpXmdBw77gho6zZjUvG9V5VB67TsPmixAdgOnh3CBQ7kzPFh+K1BJ9ASupqBdn0XJqVWOzsSz8UDTe3Gengvl9THhN9BgViefhiec7wKpl33PouLAhiFZIJG/bCtiXOwv6p4BI2dv1eWXChgSRyaU43k0Rwun411sD+Lz5V6NzSH93rWCzTlPtmgZTvgNZET46II71viynC9R50FbU7nAaAZrsQ+/FU0HtduFV73keIhoEV2lxJL7IDPUAVt7IdT2+E1LXiDyb0VpWRfhsxzAi3XCtvA0JWYbl7lSCRoA4MwnftU7Zqgpb7F51npkhZobzzxGkyrcVzi55jnmXQL1xz4d+EcgDKLTJiAGYZhGIZhGIb5CL8BYBiGYRiGYUoOvwEos/AbAIZhGIZhGIaRIfgNgAxTs2I0GWknF/28ewuGr5gciwFNTg7n8taxygDtXoIVaLvuYuBQny4jQEtsgCFd2ZgJRTnmONc4psAYtAIsji774Vz3VgvtQdvRGJOnl01qCtq7HhhAo5iGB87rlYTn9wy/7hgxZRJo7x1wzC6Scl1sAnHe770cKfOD32IQk980nFRa7Qb6NDxD/gJteWNsQ1EelqBVup0AmroRBirRPqyvowK2yYTOOO9XbyHOz+8rxvm8u/rjvPYKIgy3yuydDJrJZGx/VvtxjnT4rVqgRefijavkFw5apDrO40+1xXbVqRvOQfa/iB6PqpNDQKsdmgfazZE4T9x+/zjQRPpSPDIpOI99f5NdoHWb64n7NkYfSbtpV0EL6YHPqtsRDHfyzu0Imo0vztF/54y+nvgD2HY7NZI85yrb38A2qlfxeVaPwWv84T22s6qd8FlLWIfnkd4WfQwJTfEYmgHozzK8jfWPydECTfQS/TtH7c6BVu8y+rOiW2Hfcm3SatDczTHULqMLhhYeXoOeqAG2rUDrfAfvx/o96HGp0AmD/ZLvYh8plhIk53PjEGiuW7At12z3DLS1NfeD5lnBHbTKo9BDse+N5GdbuoCfxf82vApQ2YUHAAzDMAzDMEzJ4SlAZRaeAsQwDMMwDMMwMgS/AWAYhmEYhmF+CJ6uUzbhNwAMwzAMwzAMI0PwGwAZ5lWWHiVnfDJK6nRC8+K7bAwtGT0ZA4wW3UDjqO2cUNCax00FTcMCU5Ky0H9Iy3vuBG3i9V9By26IBrdpNTHkptswDN8K3LoMtGQpLjDnIDSxHnlpAlp/GzRmrg1qDVq1zfGgxbXGJCt5zBUj07NoBHt60ha0xI1ocrSaj4FSJyPQcNnuKRop548fiudXHe+lSiJ+PRTRD812ClLqlvUIDYzVlmI7FdXA8nb7rQGt9xA0Afe2Hgba0JpXQNPeIMUk2gzNrtQX24vDFgxmC5rZCLRqpx6A1lYNA9w2PkITurUBtknzk1KMp4PqgrY/DC++viUajc1PY3mNVtwEzS8I69bCZxpozUbfAy0mUxO0a4PrgKa9PRa0xqrPQdugBxIZr40ELdGnBmipE1NBUzwnWeCbXzEwreNSrGuIz3rczgzD2zLF+LzMibgI2uzlGKpluQ8k+n3LRtD6/jUctMiTeC65yzAIzWmPA2hPR+Ix3Nz6gDagC/Yjyb2rgqZ7Fo3QKVLC9ERW5qDtWPYLblhJiqSB/eY7Iy3QDC/jn0ntFqPhd+5kNPfucsZrNWwOLnpxpxeao3sp9ASt+SPJxTbeRWTRjc6w2b8LewDKLPwGgGEYhmEYhmFkCH4DwDAMwzAMw5QYXga07MJvABiGYRiGYRhGhuA3AAzDMAzDMEzJYQ9AmYUHADLMzVu2pBhlVPRzgQGmmv4xdS9qK3uDNnhMEGj7PF1B2zx4E2gmCmjaHfYMjzFrywDQhCpoUstLQmPm6gotQGu6EA2XbbzQvKf5Et1na5ZuAC14M6aunrmGJmr6H0phE9CpqGKMBkSzJbhv5Cx8kad7AJNx21ZEI+rBjm1A69AKz/l9Izy/BWswIdmiAqYc970/CDTDHWj0bLfwImg9NO+C1u0lGvBETTHVs/E+NJw/8FkLWsuHvUDTV0gDLWEUGmVzctAUK9cVJFJbjNd007Y1oE3qiobklccvg+Z93Q201Bdo2t29YxVozY/gdVG5qwpa/9+OgdZNHZNNB7l0B83KDFNM5R6/BO0vJTRsVv4Lk4CVs9CwefsqJiT3+oDm96kDcNECDbls0OJPoMn7Qxe8Lskuku2gIA3TfKvNQhNrzHRsP3GH8XzTpaSHR+W+Ba3z6Iug7bxfD7Spc0eDJmqC/WaV5Q9BW/8Y09IXxbYDzWXeGNCUbLHfjN+rBVqfGXgM5Zn4XHW6NRK0nImYNqwajgnJiskgUT8jXKAh9BEmLms+x7bc1/cUaMcTsS1HzLIDTTkez+9Xa/ysfL0bk9Gf3ZM01+dGvyMiXLCAYYoDDwAYhmEYhmGYksNvAMos7AFgGIZhGIZhGBmC3wAwDMMwDMMwJYZXASq78BsAhmEYhmEYhpEh+A2ADCMSi0hU8MmQpKiGxqu1szGNUCwlpXfH1SagabqgIfTP1JqgHbzQALSRbc6BdqwVjlcf1ggA7ZYUY+bQ9Zj6e1EJ00VNV6HpNP0YJvwmi1VAS6yBZkCT9xag3euCRtRL2bqgeXlgxGOBOpre5G/juWQPeA/a4dmYQKw0Jg40YTqaIQ2uo8l2gz2a3hTOaIOW9gK17FpohLs0CJNID9ZH83anIcGgHfdtDFqlCDSTEoaTUmoQJi4f3l0LtPwRaFze3g9N7bUU0WBav9Yk0CbXQAN2Qm88RrdOg0FrvhXTd58ORVNszxlomLaKQNO92sp3oFWqgPe82VYsr+J2TCDWHZYIGp2oCJL5vBzQYpqgCdYiBJOy9R3QZPo2Ep+jvWPQMG28CE26m64fBM1tPS4KMGWwpDk6+IM1bFMvGA3P82LwPEx+x+cg6w/sN0PTMW34/As0EJvvwRRqm4WY9n3tgCNoghWmbncPxbTvlTUOoRaCUbvRrfG5N7qBhto8Ac95/0p8Ni4tWAFa81uYaFz5PLap6FZoqF3yv36gyVcHiYxWRYLmrIwLKuzvin3GmL/Q4NxG/TFok6QkMxtp4iIQbeyeSPz8Tj2N8NPkJ8Df1pdJ+A0AwzAMwzAMw8gQ/AaAYRiGYRiGKTEiQSCR8M+/AiiNMhlJeADAMAzDMAzDlBxeBrTMwlOAGIZhGIZhGEaG4DcAMoxutURStfj0c8YxI9hGMRUNtYqpmCJpfCEZNLu9aIQ7+Kg2aGc80Nw1PBzTWXfZ7QbNrT5up7UPTY5TR6BxbcdkjGyVU8cEXZVFaMwc0RuNmTvHoCF0fO4o0Jz80BDq1vIWaM+GonFNNxQNc9KG8cq+aMCTz8H79vYKmve670CTrbGUKM3A6mi4fHUGkzS3DN0Kmq58Bmh9cvG6jOlzHDSfV5i4rJSMXxf5bcIU3Nrb0NR5Zswy0Ebtx3aVY4im4qc5xqDpyKPBtPL6e6D1v/cUtGVrHUB73gfbQUq8BWha2Xh+H2zRZHph+XbQau6bANryq3gvLR+hWViuBRo7P9Q3By0pCBuq/ERM+FX6C03AMYPQnXnRYSVoDTPQTPmyK6b5CnOtQLu0EetrtvM5aEdutJL4OaInJo/P7XAStFO1sK0onkWzfvpavHaDVvqDduYpXpOYwZjmrpGF5uuCBmgwfa2uBZrhVmxTwzwwkX3gnuugnf8Njfl1N9wBLbMAFzZQyMLneWYsGoN9au0ETc4f9+0ROA60PA1sjzabMXFZqxkmOE+yaQ5aw1tRoJ1pgObtdb9jPX7djtfv2IGGoHk76Ej8nBv185OAeRnQsgu/AWAYhmEYhmEYGYLfADAMwzAMwzAlhz0AZRZ+A8AwDMMwDMMwMgS/AZBh3kVpk2KB/ifBHueIG/2Fc3RzKuOc0t9P7wVNWYTzR8MrY4rYyncY9mSihnNUez4aBFriJJyHbtUY59P71WkLmurrSNDeDMZwnSwj/CpCMwznVo+Ixfn+lsdjQAu4egS0mzk4Fj+dgMFYersxqIxO4zWQ88a5wM+n4LxnZcxXopeZeqDdGO8E2sFoL9CcD+H8/LnhXUD7cBPbgWZDDJQ60R3LU1yN7VTxHba1yDz0c+RqY3iUsgjv5bPxlUFTwEeB/vgTw9qGtT6P5XlVA232aQzFs7mWDFqKDT5vh2r4gtamM/obqjePAK1T75GgybfCa9B6wWXQ/lzSFPfNRV9AsjW2Z+Or2Cb9h3mD1qc/BtYJuehFmtgDn2mli+iXMIzAfZWj8WZujcQ567k+6LnRU5Osb90KGDzV/jj6WRpefAZa/GQMoUt3wmPO9cC+r/oKDPFbYnEUNN8knEsedgP9DpVu4nVSfRgLmoEOzmv3Tcdrp2qH9Th0HLczP4V+oL7b0UOxMQzbXswYvC4U+gQk+UXYHitdxPb4YiD64HKnaIGWMBJ9KnsC8VQ03KVoaI2j/RWdQbM9lQza06qSfVp+thRP2L8MewDKLvwGgGEYhmEYhmFkCH4DwDAMwzAMw/wY/G19mYTfADAMwzAMwzCMDMFvABiGYRiGYZiSU0oeAH6rUPrwAECG0XkgRypRn14CeS9YDdv0fzoZtJQ6aHrzSWwE2jqTG6A9fmoK2ocLGHzzoSeGeVnMwEAW7ddoijW9jgaty5FoclQ/j6bY+5M2gmbzF4Z+pRfgMYJ7YaBZE/WpoG1OqQJawIRWoAnolyNRFTTg7bfeBdqgw51AsxfQfbbW4jBozY/gOdvcDwOtyfopoP0lJVSr6//QnJpnhb37+mr7QBvdYDxoyQ9xX3Fb1OYNGQqa0XQ0Gjfch/WtcjwbtFed8J6rxmC7utQbDdMVemLYkUZNDIGqui0Sj3uqDmj9n/UGLcsez/n+7ap4LuPw2ZJ7iHUbrn0btOjJGDA30iAINGVbNGpP8esBmusKbEPqbdGo/b4GvqxWL8CQrjx1kEgxBc2eYpUKoCWl4z0yH/gaj/GL5DUN88T+cGrzU6DtXtIBtH0HloPWXkpYXWJtNDenvcNrskmtGWjBhzB8sfI9vCbxThhoJnLAvln7Od5b/Vt4LgnN8BgPWmH/2u0smtJPuqJpXqULmuEzTfFcNOIxcG1yl2Og7XzcEbQqB5JAe7sEJMrMwOOqqmB9k8xVQGtlhwGAIbscQRMJaI6uPlcybCwt7z1hdBnDFA8eADAMwzAMwzAlh3MAyizsAWAYhmEYhmEYGYLfADAMwzAMwzAlhnMAyi48AGAYhmEYhmFKjiB8/Fca5TKlikgQ+CrLGo8fP6YaNWqQ5ZrRpGT2KZHVTIrZaWfAFtAGOXUFLd8SjVevumASq1o0HiOjEZqdKvmiIS1bD8er//sdz2/knb6gVfXE5M+MbWjgTEhFF6HwAM1neXaZoBkEopEy3Rhn2Wm9RANZFHqAaVUbP9AicjCp8q+eaBK19n0F2smn9qApKOG5TKzxF2hrpJiKTc+iKVsxDhOcKRmvvf1ZNNsdCaoLmvYTvEfZOngItbfYjSU4obay3R7QZu3pD5p6FO5boQfGJmv1SQbN7hxqF7di3Y7OQsP0wKETQcs0QsOq9uM00N7NxzTk23XQWG11fARo/epdA81YMRm0P660A03/Gj6XaRZ43x4MXQ9aZ4eWoEUPQgOouCG2ofx8TEH1dfYBbfKsMaAtWLQdtCVjBoKWUgWvveH1ZElBSpL0hoCtoLW5PBa0gmy8drab0cwdPkgVtGqrsD2Gj8T+QWyEJmW7RficzvgTFwQYcggNusd6rgRt9DA060/xwv7Lczcm97brHAJae837oK2R0kmGxWB9K0Sg8bZAWcoiAV0OgvYuXxM0HXn8fFrm1x00g3v4/CmfugOaZzjWbeEEXGhCVIDnHO0q2V5y376l6JXL6dGjR2Rvj/17aVL4d4RD+6mkqoX34e+SmfyWHp5a8VPqJivwGwCGYRiGYRimxIiolKYA/fNFMl/AJmCGYRiGYRiGkSH4DQDDMAzDMAxTcngZ0DILvwFgGIZhGIZhGBmC3wDIMOrn1EhV61PCZM7SWNimiY8naH3PYfKnvAgTM98caQGaagKmfC5z3gvaqHw08tatEgGakTymmua/QfNxTGc09x6zRRNmi6to1LM+mAha00OhoF2e/wtosS0wObVZHzSBZb6zAG3BWjSn+k/D5NBNw9BI+fQx1rdCNCadqsSBRMtjMbHU6iQa4cRKaMJ87W4I2tQBV/AYu9FEZ3Veyr1URxNm0Hwv0H45PAE0QQ0Nzn7v6oOm/RTbZJIH1rfyUjQI5tqjQTzI2xY0KT5RGmGLpkaVSmiOVkzBexk5EwvU3odtbYGZA2hqL7Dbf2KPJv7L/2sAmp4R7qvzBO9b18lo7Ky1cRxoRrXQoGoSjAbnTkMug7b6FLbT3lnDQdMwxO+5fvsNU6I7LUfz+6lYNB/mP5JsB+9roOl0bMdhoFV9gM99fgtM6R2z/whob/Ow7e0LbA/a7I64r1jKbOrVnbqBtjsR77c082zHq2iq1tPH59SrOfb/By6vAm3ErEmgPY6oDpqt1zPQYq5agqb5Gs24JrMxNXpvi3qgNfoTP2OWHMO+auugzaDVVULzdrPZ2C8NOy9l0YYkTBGOGInt1malZL+UnpVGUtbV+FcRiT/+K41ymdKF3wAwDMMwDMMwjAwhMwOA5ORkGj58OOnr65Oamhq5urrS3bt3i71/WFgYtW3bltTV1UlHR4f69etHCQkJsJ1YLKZly5aRpaUlKSsrU82aNWnfPlyKr7hlPn36lKZNm0aOjo6koaFBxsbG5ObmRrdv3y7ZBWAYhmEYhvknEUrxH1OqyMQUILFYTG5ubnT//n3y9PQkPT098vLyombNmtGdO3fI2tr6m/tHR0dTkyZNSFNTk5YsWULp6em0YsUKevjwId28eZMUFT+tWT979mxaunQpDRs2jJydnSkwMJB69+5NIpGIevbsWeIyvb29afv27dS9e3caPXo0paSk0JYtW6hevXp0+vRpatkSp38wDMMwDMMwzNeQiQGAv78/Xbt2jQ4dOkTu7u5ERNSjRw+ysbGhefPm0d69OAf9c5YsWUIZGRl0584dMjMzIyIiFxcXatWqFfn6+tLw4R/nncbExNDKlStpzJgxtGHDBiIiGjp0KDVt2pQ8PT3Jw8OD5OXlS1Rmr169aP78+aSu/mke8ODBg6latWo0f/58HgAwDMMwDPNTEAmllAPAbwBKHZkZABgaGlK3bp+MT/r6+tSjRw/as2cP5eTkkJISGiQLOXz4MHXo0KHoD3UiopYtW5KNjQ0dPHiw6I/1wMBAysvLo9GjRxdtJxKJaNSoUdS7d2+6fv06NWrUqERl1qmDhiFdXV1q3LgxXbx48ccuyP+jGpdN6qmf0lwVJmGSrWEVNFSJu6Cp7BcVtCJVDkJTVL01t0DbFd8Qj6uHSZU9DW7iMeTRiFr5Ipo/C8aikbel3zTQbNZjgm5KA3PQ3uagKS+xvj5ozRwegxa0zwk0zdZvQTs/cx1oTjfR5Gh4AyQS98Prl3Ufzy94xmrQcgivX5vHU0GTy8MeOlcLNWtFrJvFAdTmn8NkzsnhPUCbFtcUNLs/0ISufjAPtPtBNqBVDYkBLa4ZJlsqxmAbevobtoP7rnhNmy5Co2PucbwfUbekJJva4L3Mfo/JsAnoJ6WumphEevpdY9Bi0rAeGTb48VB5Tzho4soGoA3RwumVl09ju4+chbNQxQWobdrZETQV7JooXRXP+eJUTK5tsWQKaIl5aLaOfacFmkYtyX6y0iHsM6S5vr3foJF5eD2839N3DQDNKATbsspTdPDH5WmBJifFTZlTB03uUcOwn9t4BJOVteQwBX3hVDRkv+2EBt3xo9AInuwixdB+DutWUQGTx40D8Nrn2qChPTEbF4aIHmgG2odoNHQLCtin7U3ExQTuq+EiGkq9sZ/T24f3fKhvAGgbXzcD7dl4yT4jN0aFaC5sxjDFQiY8AKGhoVS7dm2Sk5OsrouLC2VmZlJ4OH6oFRITE0Px8fHk5IQfXi4uLhQa+mk1mNDQUFJTU6Nq1arBdoW/L2mZX+Pt27ekp6f33e0YhmEYhmFKB4FIKIV/bAIodWTiDUBcXBw1adIEdGPjj98UxMbGkoMDLpdXuO/n2365f1JSUtEbhLi4ODI0NCTRF9/+fH6ckpYpjeDgYLp+/TrNmTNH6u8/Jz4+HozFERG41BnDMAzDMAwjG5S5AYBYLKbcXFwzVxpKSkokEokoKytL6h/TysofX+VmZeGrxUIKf/e9/ZWUlIp9nJKU+SXx8fHUu3dvsrS0pGnTcArLl3h5edGCBQu+ux3DMAzDMExJYA9A2aXMDQAuX75Mrq6uxdo2LCyM7OzsSEVFhXJyMHAmO/vjHHUVFZz3V0jh74qzf3GPU5IyPycjI4M6dOhAaWlpdOXKFQlj8NcYPXo0eXh4SGgRERHUpUsXim6pTIpGn46jFoXzir0n4Dz0yVMwCObiKFxJ6fCejaANfNEVtPhtOFdUod870Da3aQ3ahCk4/1iuOc5sM96C8601dUCi6F/xXFQTsCd61rcKaGkeOJf11rEaoI0echy0FSFtQOs2AgNodLfh3N2Mvjg/WFke5/Erh+Ok6ZoXRoNmtxLn+Oo+uAbaoWg0HzT732TQZkZg6FD0JLwf2QKGCcl54XbPx2N9U1tXBq273lHQXj/Hdtr7DAaVzb3RBTRxNM7xtZuDX0Y0ccP5/vlSHtVT1TC0Kc8O71uz37G8HFtskxUjsP1NHYL3t8saDLz6kI9zpB9cxT4o3hcfmrqGL0BruB89I8eP4lz8jodwLr5WGNYjvR2Gg22q7Qfa//r0A63FIzyGoe890AJtnEFTi8K+5Mv+ILkJzp3XfJwMWrs1+IWNriM+kzpPcM5+lh5+VDc78RK0mbo4ndXyFIaejamHYY7HLTC4a9KeIaBZBKaA9sEbnwOFg9hGVW/iOW/ZiO1xcvQo0Pzu43W208R28dYZvWza6yqBpivCZy26qhZoderjG3M5KdNTvHe1A00eP+Jp+ZxtoC19hftW10L/gOoUyWcyPTuTpGQ5/ruU1mwdHgCUOmVuAGBnZ0c+PmhMkkbhFBtjY+OiaTefU6iZmJh8t4yv7a+jo1P0Tb2xsTEFBQWRIAgS04C+PE5JyiwkNzeXunXrRg8ePKAzZ85QjRr4h6U0DAwMyMAA/0hmGIZhGIZhZJMyNwAwMjKigQMHlmgfR0dHCg4OJrFYLGEEDgkJIVVVVbKxwZVBCqlUqRLp6+tLDd66efMmOTo6ShzH29ubwsLCqHr1T1HmISEhRb8vaZlEH6c99e/fny5cuEAHDx6kpk1xFRSGYRiGYZh/lVKaAsRvAEofmVgFyN3dnd69e0dHjnx65Z6YmEiHDh2ijh07Snzb/uLFC3rxQvKVdvfu3enEiRMUFRVVpF24cIHCw8Mlptd07tyZKlSoQF5eXkWaIAi0efNmqlSpEjVo0KDEZRIRjRs3jg4cOEBeXl4SS5kyDMMwDMMwTEkpc28AfgR3d3eqV68eDRo0iJ48eVKUBFxQUAAG2RYtPs6DjIyMLNJmzZpFhw4dIldXV5owYQKlp6fT8uXLycHBgQYNGlS0XeXKlWnixIm0fPlyysvLI2dnZwoICKDg4GDy8/MrCgErSZlr1qwhLy8vql+/PqmqqtKePXskzrdr166kpobzdxmGYRiGYUqVomU7S6FcplSRiQGAvLw8nTp1ijw9PWndunWUlZVFzs7O5OvrS7a2tt/d39TUlC5dukSTJ0+mGTNmkKKiIrm5udHKlSthrv7SpUtJW1ubtmzZQr6+vmRtbU179uyh3r17/1CZ9+7dIyKi69ev0/Xr1+HcXr169cMDgGbOj0i36qc3EHkChmoN3jQetJy6+GB208MgJnlCM9/jaFz6dOfvXqC9zEPfQuMgDH3pPR3NhvEuIFHF63h+zU9jeNnuqxhK1qwP5jI8H1wVNHGNdNCMdZJBa68eBtrqRAzSiWuPxjXDqVie+WYMsroTaA+a/Qw0COpLuUdRS7VA0x1rAVq/FxhoY3z8DWhhtfGe2+zClbcGKAwDTdQcz2+zxWnQbH//AFqbHWi6VEN/IN1OR+O35R48rvKZiqApymE9HOQx/G2nOYZAVTk9Eo9rFg/aqbnLQRvo4Abay8nVQUs3xZXEUvLR3FtXHY2OJ1vXA22GFV77/Q1qgrb8xm7QnuehobvyeTTB5k96D5qBEoYKSuuvolphX2i5C58Psa0FaBov8IW4PB6WMnpImmDzpQSX/bnCFzSXaxjip7jqEWi172Dbc1bHvm/unU6gfbDBhRyOtVwP2pIYbD9r1+KCD6NnTQSNwtDIG/8O+5tJ006BtksejzvoKE7B3TcHz0VDDo3GEwY0AC1zJBrVTU9h/xAxF58DawNsew4Vsf1YKiWA9qK1Lmivb5mCNnkz9nOV12Fw3rPG6PN7PUByoYTct9lEy2AzhikWMjEAICLS1tYmb29v8vb2/uZ2n3/z/zn29vZ05syZ7x5HTk6OZs6cSTNnzvzutsUp09fXl3x9fb9bFsMwDMMwzL8JLwNadpEJDwDDMAzDMAzDMB+RmTcADMMwDMMwzD8Mf1tfJuE3AAzDMAzDMAwjQ/AbABnm4itrUswzLPrZ3AdNdfkjMWlRXx2TYkNH/wJa89losDYKQFPi4nHNQVt49yxoLf09QbORkripHoXHeDrDArT8XzBp0c4BUy6TaqGxTmlDEmibK58DbcJ6NHr23YLG5Sr+IaCdiUHzsVsDNP7lCziO79ozGDS/0Lqg1bVBc2F8vCZoGd0VQZMLAIn2XF4FmqocJm6OWzUINMpDU57dBjTbjRIwnVRVSmKryQM0DcY2xHoE3qgD2sXtmFrbOgRTdY23Y1tTDnoIWpWtg0GTS8bk44wgNH73+IBJwH2unwAtqQDNireTLUAzVsQ23l41EbToXn+CtvCoB2jiuZhcewC9zHTrhpS8lX7osjXyxgUAkodgO6iuiMZOzZf4VeSrAXhNB3tg/xLUBc3MYXO0Qeth/kTi5wf9sJ8b4NUZtNxEbN+WIehKvxyHqdanr+GzK49Njxxq4cIGU3uNAM18LZq+hy7BdmZwHNvytMfYV+UJmGmzaBI+421/x37pz42NQRu9GBefcB2DyeNyqnj9Grg8BW23xyXQWvbDZzLdEy+qvQpe0+3d0czcYDdeq/i3aALWe4z90rMVjqA1dX4Cmqe+5LV/HZ5No3+yCZg9AGUXfgPAMAzDMAzDMDIEvwFgGIZhGIZhSo5Y+PivNMplShV+A8AwDMMwDMMwMgS/AWAYhmEYhmFKjkClswoQvwAodXgAIMNYbM0ideWMop+fTsWk0/WO/qAlF6ApdnHrX0Ez7YimKLtb2OROdsYUyd+auYN278oa0Dr8NQ60JDs8ho0nmtQiltUHTSUeUzjjfTBZMq1FBmh/tMII4vuvNoHW3gbThqvcQkNos+GYGKmWFQmaqQqaIftoo1FvZEtMkp74uitoNkPQfBw3Hk2I+Y1SQet6FI2EhB5REk9DI9zuxptBm/BgDGjyeOlJPRYPUjANja2qh01A03ouJQEWvdZU3zQStMvtMH3XUNsRNL1L2K70r+H5UQqa7sP+hybW1Y9bgGbe+xloEb5oKI04aA3a2lpYnsJbNEzL420jkZQk3JjlVqDZ3saU6GVXsX/p9noKaE110LDf4jqastGyS2T2J17TbdXxGRQNwBThar/Hgtb9gmRfctkBE5Nz8dEg2214Hhf18DpV2obXPbkV/jVUIQ3b1B+Hu4FmqpwDWmNNTAW/3xmfjQSxA2jjNqGmGo/nZzMTE8+vT8I+0n4JJmc31ca2XCBlsYO8YDznv/Y4grZtONa3wjU02WZI2Xdu1b6gHTqOiwRM6ovtsXI8uuGTHfVA2+2GnxP9r+BiB5eeShrpc6PfEdFq2O7fhE3AZReeAsQwDMMwDMMwMgS/AWAYhmEYhmF+DIG/ri+L8BsAhmEYhmEYhpEheADAMAzDMAzDlJhCD0Bp/PtRcnJyaPr06WRiYkIqKipUt25dOncOgzq/5MiRI/Trr79SlSpVSFVVlWxtbWnKlCmUnJz84yfzH4anAMkwyTW0KEdbt+jnyoFopBybjwYotZdoWDVbfgu0nDaYsBq6GMec2jqYQEz5+SDdzsUkTeOZL0BTGW0ImpylGWgmV7G+b+viueTVQ/Oe0nUN0J5uRHNcEykJyXHz8Rpkz8b6ntnhBVoFEZ6f51sn0Cb0HAVaX99ToPUxRGNw0mN10PaMR/dnhdWPQFO8aAxawg4L0OpPuA/ahP+h4dfwJCYVG6Slg6bxJyZ4vvTB5FnNKKxH59UXQBts1gS0P17hB8iVXDSwaz14j/ue3AVal2A0DT5tvh+0F/lo4uy5CtOk40ZjO6igiG2305DLoAXNQ1NsfB+8zqZrse1WeIVGx9iuFqA1mIdJxd380PBrtTEStBgvLdAc9seBlvTOHDS6g2ZP3QBn0DrOwnbQsi8aVGcOlkzWTWyN1+R+rd2gLdiBBliTXHzW3t7Ftrx5MybZesVignrYWTQVv+iFfcb+FnguKSP0QVPUAol0wjHZW+0vvMZJJ9DMvOCWN2i/9xkI2uE4PHC2FZ5fpiF+Fqn1xfZ4JRmN7+JfLEBLtkZjdaXL+Px1tsFnt/4y7KucKr4GTUkuD7SEAvw8sfPEBGLSlkxpT8tJI3wKmIEDB5K/vz9NnDiRrK2tydfXl9q3b09BQUHUqFGjr+43fPhwMjExob59+5KZmRk9fPiQNmzYQKdOnaK7d++Sigr+DVKW4QEAwzAMwzAMU3L+Y8uA3rx5k/bv30/Lly+nqVM/flHSv39/qlGjBk2bNo2uXbv21X39/f2pWbNmElqdOnVowIAB5OfnR0OHDv2xk/qPwlOAGIZhGIZhmDKPv78/ycvL0/Dhw4s0ZWVlGjJkCF2/fp2ioqK+uu+Xf/wTEXXt+nGp7LAwXNa2rMMDAIZhGIZhGKbEiASh1P79CKGhoWRjY0MVK0rmGrm4fJz2du/evRKV9/btxwwSPT3Mbyjr8BQgGWbhmJ1kZftpDuXYkeNhm4kNzoM2pN1T0JyVMQDKbP4N0D4MxECpxLo4/z1HG+fyDvoLg1H8W+I8+X6dJ4CWXQmPsaXlDtBWd8BgLEEF55k+74udUw0rnLNZcB7nYCv0tQRtwaY9oHV4iudSWS0FtIjlGEaVZ4VzWduoRoLWcQ7OJb+4ZC1o+3LRL/F+eAPQzOUjQJsyZx9oS1f1Bk2jB4Yuvc+2AM1v8QrQxtf3AE3PCNOYXnXBsLtfVHCe7lmTaqAdS60FmvE1vC5CBAZeTXvVHTRHC2wvA1+3BC3kuh1oSjhlmMyPYrDYpHFHQRtxcSBoetr4XVBuGs7hTq2Cz0LwgeOgOW7CgL4Dt3He/Yk+GKg0+QT6V8IH4rl0UbkLWuWlGIoXcLc2aJ4NT4IWklIFtHYaD0DLNJK8BqbOeB8XxOMc+1ApfqC3dTF8TDwYJFpZB+fdi3QwkHHB6b2gzTrWC7Sw2RgQp4yPH00cegS0Vb4YNkaEfVB8v0zQFtrgdVEwx+e0/jEM7jrsjYF4JidxBvyLalJ8SCvw2chqpgya2TycHvL+hC1oc6wugnagNz67Pk2kBAV2wv5BSzEbtIL32JaHBN+U+DnqeRZdbQ+blSsiIvAzRV9fnwwMDKRuHxcXR8bG2AYKtdhYKQ39G/zxxx8kLy9P7u4YTlrW4QEAwzAMwzAMU3LEJDXt/R8pl4i6dOkCv5o3bx7Nnz9f6m5ZWVmkpIRGemVl5aLfF5e9e/fS9u3badq0aWRtjUbysg4PABiGYRiGYZj/HAEBAWRlJbm6lb4+rghViIqKCuXk4MpN2dnZRb8vDsHBwTRkyBBq06YNLV68uARnXHbgAQDDMAzDMAzzA/z4fP3vlUtEZGVlRfb2uNzy1zA2NqaYGFxyOC7u43QxExOT75Zx//596tSpE9WoUYP8/f1JQaF8/qnMJmCGYRiGYRimzOPo6Ejh4eGUmirpLQkJCSn6/bd48eIFtW3blgwMDOjUqVOkro5ZHeUFkSCUytCN+Q/z+PFjqlGjBlX6YzwpVv4UmqV/Gk1RogJsHnlqOG5UjUeTrXxO8fbNMMKgGuUPOKmwQAmNrRmd0EA20/40aHOvoaH2QauNoNU8jwEvch/QgLivy3rQZvfDNYKTZuB8w50OvqB1Poom6oHNMfwnvQDnNga/qwqa6hI0u74YjNdZSxfDnpT2a4Om/QANaVFtdUCrdAlNz9Ez8F5q78FOVfUohskp2GLdjlxAU/GfmVqgTT7bB/d1Wwfa4GV47St2RaOYSqd3oD3bjCa/JfXReDv7zx6gqUfis9BzMIZRef/lCppTHTTGRW7DOap56vjMpNji/RBJmcNbywlD9gyV8Xk7db8maK0dMEArdCOaYDM6Y3kH6mBY1MineC8rDkST6bqQw6D1eTQQtNRM7Ou6W90DrYkGLnjwMNtU4mdfn7awzaWJaG6ucwIXJ6i2Bp8rSsVn0u4Ehls9GYTm1Ii+mqA1aIQhXaGH8RvVLEPsryukYvvp6XERtLc52N80rPgcNGn9cLXFSaC1DgwFbce2dqClOWKw3/pGfqBNPDoQtJu9VoHWdRTeI/ksfDi05qGRt4kO1vfaB+y/pAUU1hlxD7Tr+x1BS6sqaQbPjX1LcYtW0qNHj0r0Lfk/QeHfES7OE0hdDcM3/y7pGe/o5q21Ja5bSEgI1atXTyIHICcnh2rUqEG6urp048bHxUnevHlDmZmZZGf3aZGFt2/fUsOGDSk7O5uuXr1KFhYW/2id/muUz/caDMMwDMMwjExRt25d8vDwoJkzZ1J8fDxZWVnRzp07KTIykrZv3160Xf/+/enSpUv0+Xfgbdu2pZcvX9K0adPoypUrdOXKlaLfGRoaUqtWrf7VupQ2PABgGIZhGIZhSo4gfPxXGuX+ILt27aK5c+fS7t276cOHD1SzZk06ceIENWnS5Jv73b9/n4iIli1bBr9r2rQpDwAYhmEYhmEYRiR8/Fca5f4oysrKtHz5clq+fPlXt7l48SJosjYjnk3ADMMwDMMwDCND8BsAGUb9rjKpRH5aE1c9CtMIY5qiWW7Er3+Ctm0PGrTya6OZzaInmgMzh2E6cIvpV0G7logJujusD4D2NBcNSbbr0Yzb7AaaP0WN8Bp0bILm1Lkeg0BTyMF99TqjWXNTSDPQCtQw6dNKGU2nvv06gCa/EI23cnlSXJ05mOLa2PglaO1+vw/amBNYX5W3eIhhfoGgbR6KCYqvR+G1sr6E5uNcAzQLh+aiMXH6XUzatduMqclT/dHkbZCG1y9GHZeKy96O51fpMF7T1XotQPu16XXQbvtjQm2wDyZYWlXDtrvH/QxozbKtQNM9jiZWp9NonJxseA60zn6YEr2jJxrnn+1Cg949czT8jp3tD9r1VDRJLorGNp67F5/p2O7YDoYPRhNnnjWa+G/MRgNozxpo5j3r1wW0aTaS1z69Kj67jUKGgTaiURBoR0wdQXM2RFNsFy1MPf6rCfabFfFxpoSdRqClT8Y2UNUX61F9FfbXD1MxkXehKT73R6UlZxuj6TlsNi4m8GYXfp4o4DoTtKXxTtBWdcNUcFPDPNDa358MWpf/nQdtz3NML1YX43enm/3xnJUcsb7ZbfBzMWxRDdBE+HFXuDLm13/+GfwHpwAxxYPfADAMwzAMwzCMDMFvABiGYRiGYZgSIxKkLyP8T5TLlC78BoBhGIZhGIZhZAh+A8AwDMMwDMOUHPYAlFl4ACDDiBWJPg+WTTfFlNksMzRPHXhTB7czxneAA2xvg7b7j6agNWr0CLQ9N+uDZrUXXWBdRowCzWw7NmtFQiNltYGYkJn0K5pOH5uhQUshC1NIKRpNu8530GwX8MoOtF+d0GjsM6AjaLFN1UAzG5MBmvh1GGhatZ1Ai5iDCZ6LmqHh1/Y0mgFjhjiAtq1vF9DSrbFdWS1Co2NiB0zIdJ2I5tmgdEzfPVHPC7R9fs6gdaqICaMJBXjPV/bqCdobJQ3Q1F6jgbiKDqa2Hg1oCJqyJ16DS7UxxbqCCF/U2h4fC5qWLm5XsEcPtLe++qBNOYBmf1PHHNAWHukP2vrDG0DLFjB1etYvrUETKaFB9213TDRWkDIfIBdDbym+Fpbn1vsaaI5nxoFm1A7PubcFmq33xEn2TcaWibCNk14UaJd6Yb+ZuxgkCpuJz9W11dhWNDthWnX+VjT8JtdEk63NFuwzWm7H65QtRpO7uw72Vd12oGFcLQYkMur7CrSs22jwTq6BhuSKz/D+NFPGxQTqntwBWqM1aPitdCEZtCBHLdB022Kfu2PzNtBuVNIFbWMdNBA/n439VxbuSocm4xKWOvKSxvenz/KoiZQ2xDDFgQcADMMwDMMwTMkRqHRWI+IXAKUOewAYhmEYhmEYRobgNwAMwzAMwzBMifmYBPzPf13PqwCVPvwGgGEYhmEYhmFkCH4DIMMoN3xPqhafxoBiAZM1+5pgkmg9dUy39ddGw2VIW3PQCpagqbiBJpYXnIHporENsbn2s78IWsMt4aANOzsEt1ND0+6O2WhErWYbDVqSN9YtuQcaLpNW4tcYimp4nS+loenZbPlz0MSzzUB79T9V0CxHo0MytQqeS0E/rK8YvXZU6U808rZRuwGavy22A80nWN90ay3QMkxwuwO3sTydO2hM/OtJA9B+8/UFbaYtmtAjZ2Ei7wl/NOC5L/cELTDQBzT7g2gwpYp47f909AatyfJpoA0fcRy0qvvQEB9fG5+P90+wTVo8RuOk/XlMLH3cBdtVUqPKoE1pjcZg091oUG18BaOjg3s5glZ3MKbejjHAFN2pXfCZjm6pBZqbJiZbP5iAxu+wNdVAOxiFbSPnqKRp9fa8TbCN3Q5cnEBlMRp5U+LQhG8zD+N8T81yBU39Om4XthAXY1joehi0ude7gha1H03ah4etAG30sPGgZbljezw1BNOWx9TvAZrB2xDQjKqjEVz07j1otlaY7K32Gjswiw5oPn7riqZ+PVUD0PobHwPNYwgmTndehSnCg25h24vNewPatQaYiD14EhqXK96XXGAgLSeRiLAP+lfhVYDKLPwGgGEYhmEYhmFkCH4DwDAMwzAMw5QcgYhKIQmYVwEqfXgAwDAMwzAMw5QYkSCUkgmYRwClDU8BYhiGYRiGYRgZgt8AyDAVZ6SShsJnTUARzZUBXjVBu7KlHmiK0+JAm3nlFGiDLqBxb8OWLqCJXDC5t7ozmnGl4aiUCpq+GRrw/Lejsa51n3ugRfXGdM1+x06AdrIbXpdf9qMh+cY0NLYmVccEU19LvH4Ow0eAVlUHDZwvxqKJTorXmoxOYWKpNKNnVfUE0FzUXoDWuNUz0O43ROPy/r147Wt1wmTm515ozBw35wBoe5tgyurjnEqgvfbD6+JqjqbTcxm2oKVZ4DdSEfloag/shuZHd58poPXxxPTUW6vWg1Z3MZqK5adh+qzOejQ/Vt6D5kdxBqZYH37kCJrwO5qyta+j9rIXGifDL2PasM1KPJfo3hiB+m47arfy0Yy70H87aI6K+JxfzDIFbXjoPdC2dpXSXjpjSq3wRXfwR5IVbGN+EpN2FXajUTZtJN6z2FVoCC0YhQbYF/1MQKNUbKN3MyxAMzbCPuOdAhqSJ7thKrjSeuzrDXbiM95cfhJo1qaYjC6fjtfq2VAt0PTuaoOma4nXJTUVje+qCvicfniOCclJumgOTzZAM3yeGn53uv5MW9Dks/B5cW11D7TlZgGgBS7ChTBO9m8i8bM4K5MIu/B/FzYBl1n4DQDDMAzDMAzDyBD8BoBhGIZhGIYpOfwGoMzCbwAYhmEYhmEYRoaQmTcAycnJNG3aNDp69ChlZmaSi4sLrVy5kmrXxrml0ggLC6NJkybRlStXSFFRkdzc3GjVqlWkry8511UsFtOKFSto06ZNFBcXRzY2NjRz5kzq1avXD5UZGxtL06ZNo1u3blFsbCzJy8uTjY0NjRkzhvr3708iEc4xLC5x3Szpg/6nCa0ZpriWl6Z8Mmh1/3cLtIddcJ7trAbDQVOxwTGntBronFEGLVwX528re+Dczrrncb61SMoyZWrNcR7svfW/gJbVEc/QXBHnYD8djXOXI042BE3BBc9leK8/QWs3Yixoq9f4gfYs2xg0L32czyzI43xjxd04J1enNwbV7K+P/obQaWqgOVzFkKlLsTinuVG3e6Cl5WPY2I0/NoPm5tIetNeDMJjt0Hicl2yehOcXZuAAWqcNoaApJ2I7mNQXg4gqvIoHrWAcfpuVp4rlbUuxAK3LyIughbTD7UiEc6mz9+H85X22gaB5jMVroHYJ/RwiHS3Q3rXAuegKeJlp4CUMjpt53BI0kyv4sGpcxdCr+TmDQUu1xGt6eugy0HTk0O8Usf8OaD0q3gPtVo5kfW+lV8HyV0gJD5yK3pqKz/F81V+kgfa73X7Q5nXqC1r2qhTQrsTh+WktxHaR4qoCWnRb1JZJma8+tmVv0NbXw3Netw2DwESB2I/MNTqKx03qDlrOe5yzr2KH1yC9G17nCl74vFSZgw1330onLK83+mgaV34N2ru2+HkXtRv75lvH8Rk6MhmD2chQsh65adhn/uuIqXSWAS2NMhkJZGIAIBaLyc3Nje7fv0+enp6kp6dHXl5e1KxZM7pz5w5ZW+Mflp8THR1NTZo0IU1NTVqyZAmlp6fTihUr6OHDh3Tz5k1SVPxk4Jw9ezYtXbqUhg0bRs7OzhQYGEi9e/cmkUhEPXv2LHGZiYmJFB0dTe7u7mRmZkZ5eXl07tw5GjhwID179oyWLFlSOheNYRiGYRiGKZfIxADA39+frl27RocOHSJ3d3ciIurRowfZ2NjQvHnzaO/evd/cf8mSJZSRkUF37twhM7OP3yq6uLhQq1atyNfXl4YP//hNd0xMDK1cuZLGjBlDGzZsICKioUOHUtOmTcnT05M8PDxI/v+/hS1umTVr1qSLFy9KnM/YsWOpY8eOtG7dOlq4cGFRmQzDMAzDMP8WIiqlHABOAit1ZMID4O/vT4aGhtStW7ciTV9fn3r06EGBgYGUk5Pzzf0PHz5MHTp0KPpDnYioZcuWZGNjQwcPHizSAgMDKS8vj0aP/jQtQCQS0ahRoyg6OpquX79e4jK/hoWFBWVmZlJuLk7hYBiGYRiGYZivIRMDgNDQUKpduzbJyUlW18XFhTIzMyk8HNdqLyQmJobi4+PJyQnnAbq4uFBo6Ke5wqGhoaSmpkbVqlWD7Qp/X9IyC8nKyqLExESKjIyknTt3ko+PD9WvX59UVHCOJsMwDMMwTKkj0KeVgP7Rfz+7YuUfmZgCFBcXR02aNAHd2PijeTI2NpYcHNAEV7jv59t+uX9SUhLl5OSQkpISxcXFkaGhIRhzPz9OScssZO3atTRz5syin1u0aEE+Pj5fr/T/Ex8fTwkJkiFOEREfE6GyKhVQgUlBka4ch1OJck2wiSTloWkrwxv33W27ErSpkd1Am26KgVcm8hgENqLrSNAM+qJhznYDBtUUvMa0lJeL6oLmu3A1aBWkOIi738RALv1baDTT3H0NNAV9DKrxSW8HWqUnsaBNuNoTtDPN1oHmF4YGMuUk7FFfxaNBN+Aamia73hsKWvpRDEjzv4l1s/bBN2yv7+O5iOTR0O3UaxRoyZNxX9NzuG+BlLCsI9Xx7Zp77Q6gtVBGk5/ukwLQYhvhANw8Bg2mgimaC9Uv4DNzNRlDpTxNToN2rh72Z5UnPwft7W4MNNs+Bhc+UI3E56hxMD5H599hWJThWAyJez4I28EfK9Aoav4S32AmjsVrr3EDr9X79thHmOzDQL2HuRhKpijCUC6v4Bagnd9eHzRRgWQ7aLILzcPOWhh6VmE7JvGdHNQUtJiWWqBNHynlOWiC7Sw5AtuoKTYfyl+E95bOY7+e7YRG2U3RGOJXURPvxcLfB4KWOxsXXjDujv3Dpg74OSGPmWzk13gbaAvcB4CW5YiLBAyxuwia6+kw0AZsngCaCj4udLUxGto1euE17TMWb8iy8DagtVh6E7RTvpKLSmQnysSfcEwpUeZaj1gsLva0FyUlJRKJRJSVlSXxx3QhysofV5rJysLOq5DC331vfyUlpWIfpyRlFtKrVy9ycnKihIQEOnHiBL179+6b512Il5cXLViw4LvbMQzDMAzDlAjOASizlLkBwOXLl8nVFb+BkEZYWBjZ2dmRioqK1Hn+2dkfv5X71jSawt8VZ//iHqckZRZibm5O5uYfv8Xo1asXDR8+nFq2bEnPnj375vmPHj2aPDw8JLSIiAjq0qXLV/dhGIZhGIZhyi9lbgBgZ2dXrKkvRJ+m2BgbGxdNu/mcQs3EBNfg/bKMr+2vo6NT9E29sbExBQUFkSAIEtOAvjxOScr8Gu7u7rRt2za6fPkytWmDrw8LMTAwIAMDg2+WxTAMwzAMU2L4DUCZpcwNAIyMjGjgwIEl2sfR0ZGCg4NJLBZLGIFDQkJIVVWVbGxsvrpvpUqVSF9fn27fvg2/u3nzJjk6Okocx9vbm8LCwqh69eoSxyn8fUnL/BqF039SUjD0hGEYhmEYptThILAyS5kbAPwI7u7u5O/vT0eOHCnKAUhMTKRDhw5Rx44dJb5tf/HiBRERVa36yRzZvXt32rlzJ0VFRZGp6cfE2wsXLlB4eDhNmjSpaLvOnTvTpEmTyMvLqygHQBAE2rx5M1WqVIkaNGhQ4jITEhIgbZiIaPv27SQSiYqdZCyNKn4ppKH0mWkuHw1kR0aiabLmzvGgaT7H0frAVEzkfVsPjbKjkvuAZuKJJr0CAzS9VRDhOecbaYGWtRmPayJCk62ylPJUpZiAla9gAqXf4uWgtXbGa7C4LV7T44l43ORDOLWrUiA+sp3V0BydUxXPWb41GvC219gD2q+/eYJm9BBdb3G/4TVVjsbze++AmvpCdPQpz9QALR89dGRQDU2nKovegxZ5pRpota5PBM2wLrY1p1v9QPNesxG00YvwWdh0Ea9pnpS86+5qaKy2lGKE9nzhDppcPj5vYQfR8HtyNhq696TUAi18KiZvD1XGN5Rmpmis7nEBk4+bTR4DWqY+XoODvmhgnxyFhvj4JJwuaTMR2/iym5hy3PHERNDqOqIht+p+vPb7AraC1mSt5DN9IqYGbJN3AN+6vnfFOtj98Ra0agrYL92ywTRfNQxHJkEe24X6jUjQIvvj+RmH4PlVWIsr5L0ci+3n9kS8jw1P4LNxrtYO0Og+Sp2mTgbN7ACmKw9RHAda/jQ0LsuFoTn87MhGoP31AT9PM8dh/7CoBWYHrZ2IJnfVe5GgBXTFtHlv+92gdd+H10Dji7UE5HgVcOZvIDMDgHr16tGgQYPoyZMnRUnABQUFYJBt0eLjShCRkZFF2qxZs+jQoUPk6upKEyZMoPT0dFq+fDk5ODjQoEGDirarXLkyTZw4kZYvX055eXnk7OxMAQEBFBwcTH5+fhKBXcUtc/HixXT16lVq27YtmZmZUVJSEh0+fJhu3bpF48aNIysrXDWEYRiGYRim9CmdIDBeB7T0kYkBgLy8PJ06dYo8PT1p3bp1lJWVRc7OzuTr60u2tvit2ZeYmprSpUuXaPLkyTRjxgxSVFQkNzc3WrlyJczVX7p0KWlra9OWLVvI19eXrK2tac+ePdS7d+8fKtPNzY1evHhBO3bsoISEBFJWVqaaNWuSj48PDRiAy50xDMMwDMMwzLeQiQEAEZG2tjZ5e3uTt7f3N7f7/Jv/z7G3t6czZ8589zhycnI0c+ZMiTX7v0ZxymzVqhW1atXqu2UxDMMwDMP8q7AJuMwiE0nADMMwDMMwDMN8RGbeADBIdHsdUjL4zGBsj0bPaoFo5rOt/xq0Z1qVcd9VaNbUCEIjavQgNGt6BB4Gbe3G7qDd+M0FtOabr4AW0grPL+Dun6DZSjEMKmiiOe5/Y9Ho6ZfsDJrFMTSQ/c+sLWgZLzRBM66LJseEnhj+1qnqY9Cu7cfrkmKGj/vbfEx21QtGY2LYbF3QhHg0dVb3RmfiyOBg0OSkLPGwyG4gaMZbQnHfA3it9jzANGn3gZhyfHrnFtCqW6EZ94gjmhXHj0TD4ag1R0BrHozb2SzF+9Z2F6aO3huGieQJc7EN7V67FrQZLdGE2NgWTei2Ux+CZqeN93x5CzTny+Xht3J7b+Nznu6G3y0ZX8H+pX+L/qC5HQ0BLcAZU3pfu6qCdjilDmgRXTeD1qr/MNASnNAo2nncRNCy60tegx22B2Cb+SfRyKz8AY28qaPQfC2eoAWadn18dlMaY5uyW4VGZsFABzQFeXz+Ypvg0tPZA+xBMz2C7bHenb6g7Zu1ArTRkZ1Ae3gWV+HTlGJmbn3qEWhnu0u5fivRLNwwJBm0048whdlyeSRo9AT7m1Mf0Mj73g7vkXK0Fmg9K2N/OG4sGqZ1tPEafLCT7HNzsMn++4iFj/9Ko1ymVOE3AAzDMAzDMAwjQ/AbAIZhGIZhGKbkCFRKHoB/vkhGEn4DwDAMwzAMwzAyBL8BYBiGYRiGYUoOrwJUZuEBgAxjcjGD1FU+GfOiHdAYZrUXDbA6yzJBG9v0HGgbVF1xXz1M882/hee2aWk30AyeYcJjvDNGxd7ojUbKqIFoYq27GM2ath5ocLar+A60tdN6gZZkJw/aH5t9UHuJJuAKz7RAE+TRZGs5EBNMD61xAu3+mjWgNVmByZLj4jHx1kYbzYUHXNFI+Zt9E9BynTBXY3PbNqAlNsIkYMLLR0ciLoEWmGEEWh97vKYK1dEQeSxTG7T9DTDttd/9QaCl9sQPpKAPdqB5198J2pChw0HLnYqG1eguaMR84owJxPbb8F6a66DJVuM5XlQ5UxPQlL1TQUuIxGe/0mF8fsedPgHa+lZogn2+BM2UCo8xkfZEfTTLfvBAw28FrC7d6IvmzI7paDLNbID1yKyN7T7bAE2mV3tJmluVRXiNX46xBk0ei6fKv2GiuNGWSNBG62HC8ZyNmAOTbo6uUMU0TBnPfI71t16F5vDMZrhAw5tu+DkxzBLN+h380YCuYIp9+PaB2L6H+eDiE7vXYJu6egETiH1SLUB7k4P9f8XHSaDdO1odtMotMRG7qeZT0G5nY9vLMcR2e3A61sNzDSYBS/ucqLxMsh4Z6XkUBVsxTPHgAQDDMAzDMAzzA5TSGwA2AZQ67AFgGIZhGIZhGBmC3wAwDMMwDMMwJYdzAMosPACQYeKaqJGSgUbRzznROLfzZXech7618nHQ2vpOwwNoY3mKhjgfNcMBJ/MmmOHcW5EY51NmNMA5pTHyON+zY6+roPXRvgFa5yM4t/pZRZwzXUkOr0vPXkGghWVXAq21Ec4f3WNqDNroyQGgRc/FUJ+o/fgY1/afCFrn/hiw5KCKoTm7D3UEbW9SPdDSj+JcfNW290F7ugZDySpaYiCc5jYMJbMPRJ+GtV0MaM/XoafAbhKGki0Kaw/aCGsMjlM4hV6BaudxLnCiOraNoQNHgHas2yrc7ia2NaVEkKhNz8Gg6RjjsxU3C5+t9NRs0PI7oja50hnQLmuhv+GvbQ1A+1NKKJLD4UjQyA3beE41vH4kxrpltMU+YrDdddA2OzcGzdYzGbSj/8OQqh5hGGa1tZEfaP+LlwyQCu+Oz7iRHfpPXnuARFbuz0B71ccUtBkeON8/U4rHRTEN5/bHNcIX/SqW6PkQVdQALUcT/Q12q/FevN2B/g6xFgaGaaqhEWJAwGjQFvXbD9r/NvcEzf4g9g8m9hhq9/YOtj3D6tjObDqixypjCvYtHY9gH7Q2E/9gLVDB65dugtqCxQNBI/yIoe3bJdvt82d51LEVbvevIog//iuNcplShacAMQzDMAzDMIwMwW8AGIZhGIZhmJLDQWBlFn4DwDAMwzAMwzAyBL8BYBiGYRiGYUqOUEomYA4CK3V4ACDD2DZ4RZpVUop+fv5BD7bRn42GpYE10Cynir4rEmzR8FWwXx+0StG5oL0eiga3JpPugHZ9ERpMm/92GTQ9KalBHYPQQKYdjs6rHE001ulNeAHamTgMzfnNCg3TnuuGgWbvjuazlqqotT6IZmv1Bu9Bq3AajdBhOzAQqcJONI6+c8EwoT//xOtsfgoD4Z6vw+1EWnh/xX+hmVn5Hd4j40sY9FavYSRquqiNuo+m5w6/e4J2YQDetwK8BCS8R+OySBnbhkZV3M5IHj/MdM4+B80iALdL8UEzZb8t2P7EArbdFTcwhO2QjT9ozlfRuNy2ahhoCmkYDjbN8C/QAtPwml71wYCvNbYYMDds2QTQNFQSQIvPQ9O4tBC2MYNHgja4Gl6XjL5SjPiv8FxSzSTvubUfGnnF49FQK/8etUcf8JiK+hgOlmWEz6nmY2x7aW3SQTM6iIsnfDDHtpIfEwva1kVHQOt8ejxoERF4v+0mh4MmCsTnWW8Tmj1nVuwOmqYUT6i8CfZB5IXhZQYiNQAAKjRJREFUcqYZ2Ae5rsSFIfZH1AathRfe31FvMMxLAR8NinbHzzGdi/iZmqOJ96N5v5ugjRg+UeLnjLS3RLQaD8wwxYAHAAzDMAzDMEzJEUopCIzfAJQ67AFgGIZhGIZhGBmC3wAwDMMwDMMwJYffAJRZ+A0AwzAMwzAMw8gQ/AZAhnHTfUBmhp8Sd6fFdcON6qJxzdvaB7TISWg63WJfHbTY0U6gXVmyFbSOnQeCFrTACrQUJxzDBuxsAlpqNTRjnWi9DrQuiphKWTFYBbRHN9DQWMUpCrSRV/uB1qHfbdDCh2DdvHwbgZZfBY3Vv+hjKuXtlmg0W+W5HbRsAbd7cMwWtKRl6MB7k4+Gbr27+K1NemVMdZ408jBomz5g+1PIxvIsldAQmlKARkf3yVNAy/wVjcZ3X2Hy6uaJ20Bb9HoQaNnaeP2UDoFELYQhoPW/iCbllHysR5O7mBw95k5v0CqeRoOlXA08l63JKN5piM9g64d9QHs7Fo/RwgeN6YKUT5Y8HTQzT/YaC5p+PKZ7KwSi5j8DDed126JxXiTFPOp4BdtB0Apsa6+kJKGPaXBW4ueN111hm0pVsF1YL3wEWsQ27Eeq3sL7XcnQEbSY5mgMftlwN2gzrDCp+UUGPrtP5mDK89D59UGTc8TrpBSK7SLH2Rq0VxjOTeZWeI2VY9DgrH8X+76jU7HdrqnmCNr2G5gQ/bv6E9Bsa2Da950MC9DerKgFmkYsGpKV9uJqAnGD0KjtbPoGtMCHjqBVrCZ5XbITKxChl/nfhd8AlFn4DQDDMAzDMAzDyBD8BoBhGIZhGIYpOWKBSCzlNds/US5TqvAbAIZhGIZhGIaRIfgNAMMwDMMwDPMDlJIHgPgNQGnDAwAZZvWzFqSU9Sk1sXPVh7CN52/XQPNORlPZnl2tQDN2QVNU5d2YqlhLGRN5gwNWgtan/WDQMrqARBXQY0W2W7JBG3gDTaLG79FYF90aNYPr+PIs/5wRaCZTk0A78ycaofWt8BXqnQloNGu9EtNZFxsHgbZcqR5ovZZPBS3TBCQSz8b7Zj0DYy7T56eApvQQTePit2jyW/aoNWhZDfE6P2y/HrSQHDQc7u+P5Y3dcxC0hQ/bg9bb4RZok7ZhWrOmCt6jFpPw+dh/oy5olhvwnLe4tgVtb++1oHmcHgOaij7eo9S2aJS1XorXdHgPNKN2HIrPoONC7A+u5aI5s5Y9mtD/qPQnaBuT8LrsFqHxtIfLfdBO+UnZrhFe+xXz0bhcUcofJ/uv4fMhcpbyB4cItcQ8yaTeimF4TTTvopn0+Rw0X+sFYvkTnoSC9iz7HWgBU1qClt4Z+7lmFbHPuD/EHjQVZ5Aop2syaMrXtUEzPZEIWthETdA0nuC1SqyJxzW+hos25OiiobbDSGy3hzevAc0vDo3aC23QRO54C497zwkN3fk9sf+PccVnPL82fhhtq4NGbScl7F975uLiCYmnLSR+FqWUwtSbksIm4DILTwFiGIZhGIZhGBmC3wAwDMMwDMMwJUcslI5hl03ApQ6/AWAYhmEYhmEYGYLfADAMwzAMwzAlRxCTIJSCF6E0ymQk4AGADGOyKps0lD6ZCU+vrAbbHLyOxj2tx2iKMgjPBS3ZBhN09d+iMWzRkF2g1QmYCJpSdzxux043QDu/DQ1+4UMwYbW98x3Qzp6vA9optxWgjbP9FTSFqWiAfXsZjcHNOt8Dzb47Gim9vd1Ae3ETDdin1dHQp/RKCTS0lBGt6oGpzhtqovk4uQset5IWJh8L79Dkl2KJ1z47HrXqczHFNQK9vbSiOpqo5aqgiS42TwvP715F0G73VQfN9NRr0ERSUnBP7GkImvljNBKqzsb7W7UzGnlrDEDD9L0OmFjtdGUEaLZG8aDlVcDE1x7d0OCsnIcG4tNS2lolK0xhjpyPydGa2/8Cbd+fmNCtiOHAdCHWBrSJQ4+A5l8XjyvfGqcNxLbAPyR2tsak50vpdqBd+9UBNIsjkobXNHu83ylRhqBZr8T2/XwypuWOOYGJ03PbHAUtsjtIdCYL7/eMADRGhx5bA1qzhZNA2+iwF7T71magnTiOicHyafjnxdYxaOqfFYEJ4CqH8DnwueQHWqfZuLCBrhw+p+rYVVHcWHQ9a2Q8By1pAKa0S1ugxuwYGqGfVkbD9KIq+FzFTUGTu5yUZyOzluSBc9+KiE7hdgxTHHgAwDAMwzAMw5QcgUpnvj5bAEod9gAwDMMwDMMwjAzBbwAYhmEYhmGYksM5AGUWHgDIMJt2nSd7209zxVPFWbDNXQecq63WDuf7z3fFCakKGTj/UUh4D9qKWX1BU7LHl1OWB3COZZATzs/Mbp4GmvVKLE/shPNM87Vw4uUU196gJbXBBC3VKjjXuEDKxPvI0VVBu9zOETSLs3itsirjHPas8amgJUfhXGDtzjgPfUdcY9CixuM1zTTHQKm2ei9BC3mJ2/XwigTtqBcG86wLPQZau2ujQVOaiHN85dACQFryOMe+Ak51p5wmGNAUewW9DLorMYzJdCRe0/wdeA2e3DcHTccd22THXy1Bs1mDQU79q9/E8hQwdGjFAAw+swjA88s0wvpW+gs/gCuuBolSf0Fvzi/bx4OmXgtD8XY47ARtzPQJoB163gK0OaF7QNudiPPxaRkmTU0LHglaVo9k0BYfDwBt3Pl+Ej/LZeN9FA1FPwaNwWssxGEbFafjdvvtK4M2/RGGrW2vix4m7c54Ku/E2M9NnbIftL5/DQfNduQ90CLn64Emjx8nNHMUXvf39lhf9brYl/a3QA/Jh4XYh1vvxWOooj2LloxB/9PLXAPQrg3Bc4n0Qp/Ky3nY2dvqR4MmroceAMPbGOC2aqcXaJ1PSj4b+apslGV+HB4AMAzDMAzDMCVHLCYSlcJARMyDm9KGPQAMwzAMwzAMI0PwGwCGYRiGYRim5LAHoMzCbwAYhmEYhmEYRobgNwAyTJf7bqT04ZPpyb8OhuMsr4fmu/rn0dg0+FwQaNv6oPss3RXDdo6vRmfhr73Q/CnKQqdnzl+VQFNPwm8O0s1RezW8CmhVNaWkr4jQaKaYJsUgeScOtLiGaBZOscPgKfOTKaDlrEEXXaKUcJ2rNXeD1mtQJ9Dy56Ax8d5aDE2zDUSzda4RuuiMmyWDFrYQg7GoA5pE11zcBFq3uxhQpa+Fxta0fDQBi5vi9YvIxjCmdHOcV5rpjMZRrfNoTFQ9jyF2dkfug/bUDQ3Yciux7S6chSFL61u0Be2VO4bJ/bkQw99E8Rj+ZueNRvKIgbqg6TwGiSYuxfObcx+f6SqjMOBq/5oA0HqPmQxat/bjQLM+gOF+6lfwmoZkoZn+dVN8LlPH4PdcefgIUpXB+HxszEFTrbGbZHnxUhYTyNmPba/gCTrQHVeiiTxpARrGE4diIOPRwVieggj7Zo0obN/jHNAcHjET21RF9L1TRme8Jt06XAXNShl33l4H+4d7Nf1Bu5ODRvXcxdiPLGmO5ugDVw6CNi2uKWgbqmPIm8gO21SBqiJoqS3xnlf9DfvrsBn47PbcfBu0KXrXQXuZh8dVfyV5DbIT8Zr82wiCQEIpzNcX+A1AqcNvABiGYRiGYRhGhuA3AAzDMAzDMEzJYQ9AmYUHAAzDMAzDMEzJEQtEVAp/rIt5AFDa8BQghmEYhmEYhpEh+A2ADGM85x2py39K9Z2Q2gi2eb3QGrTsKWhSG+WzDrS5bdA4ar4iFLTOTzBp911bFdCqHEbnnmH7KNCig01By9XGbxM2LsUkyMXRHUDbY4mJm8cyMPly5qmeoE1vEwgatUPpf9fRlGc9Fx9P0zRMjNy4D5MlY3/FNF+5PNQqVUPj8rORaGC83G0FaC/z8P4qVkSza6ozGvWWVENTY6eQh6AFz6kPmrwFSKTsjwnJwVlocNYYgGbhe86YgDrNrhZoDxti0ufTVLxWcVvxXB7VRoO93alRoFXPRRPn/KvHQfs1CNNON3bZAdo4YTBoVadjirDZdaxbQGJt0PKi8Bl8OQZTUYc36wdazvoPoI02w/7gLwcn0DL7oOF1w/RWoFkcewtaLXV0ON/6Ew2vdueSQTvxHFOim1pKttPGUuKlz9rhYgeec9DsuqIH9hmKhM94thMaQuProBneajl+p5eWiUZwpam4OIFGJEhkEJIMWtIvaIa/NRGNwTmr0CAvtw3N3L0m4X18+NYYtArXsL+pnP8atGYLJ4FGHfEaqLXFeqg/QiN47AK8pvo7pCwWkYtma417aMy/fAL7tCGrroE2wBfTtC02P5D4Ob3gA73AM/l3EcQf/5VGuUypIlNvAJKTk2n48OGkr69Pampq5OrqSnfv3i32/mFhYdS2bVtSV1cnHR0d6tevHyUkJMB2YrGYli1bRpaWlqSsrEw1a9akffv2/a0yP8fPz49EIhGpq0tZyoJhGIZhGIZhvoHMvAEQi8Xk5uZG9+/fJ09PT9LT0yMvLy9q1qwZ3blzh6yt8Zvuz4mOjqYmTZqQpqYmLVmyhNLT02nFihX08OFDunnzJikqfvqGZvbs2bR06VIaNmwYOTs7U2BgIPXu3ZtEIhH17Nnzh8osJD09naZNm0ZqavjtD8MwDMMwzL+FIBAJpTBfnz3ApY/MDAD8/f3p2rVrdOjQIXJ3dycioh49epCNjQ3NmzeP9u7FNa8/Z8mSJZSRkUF37twhMzMzIiJycXGhVq1aka+vLw0fPpyIiGJiYmjlypU0ZswY2rBhAxERDR06lJo2bUqenp7k4eFB8vLyJSrzcxYtWkQaGhrk6upKAQEB/8i1YRiGYRiGYWQHmZkC5O/vT4aGhtStW7ciTV9fn3r06EGBgYGUk4Nzlz/n8OHD1KFDh6I/1ImIWrZsSTY2NnTw4KfgkcDAQMrLy6PRoz8FWYlEIho1ahRFR0fT9evXS1xmIc+fP6fVq1fTqlWrSEFBZsZuDMMwDMP8Fyn0AJTGP6ZUkZm/IkNDQ6l27dokJyc55nFxcaGtW7dSeHg4OThgMiDRx2/14+PjyckJzWkuLi506tQpieOoqalRtWrVYLvC3zdq1KhEZRYyceJEcnV1pfbt20sdIJQYLU0SKekU/ZjdDI1rlg3RZCW3A1NS+1pjYrB5ASYe5jSrCVrUG0xVtPsdvRlCAaZDRr2vBlrVra9Am3UFr2fXc2NBU32NdaupgtPDvHpuBU2sgh2W16YuoJmcROPtgfObQfs1ewxoC1ucAG3uWQ/QTF/jtUqugqmRGoNw4KveA78XaBKEhjTVR2gcVU8GiRrOQYPbrVFmoP3phWbhD63xmtqtROM3SZku92wemnF1j2iBtsgS2/3DgagRReIxotEEbLsI04vt52DKsWfD06Ct+A0d4vMbdgRNNB277gm30VBqeAPfo4dvR4NzzQr4vN30Q3N5xZZJoOVe1QHNfD+28Xfb0FS8U7s1aBmjsO22dnoD2tOnUhKXl6A5P8wSDa/GUbmgBdpg3yQkoYnzfLZk26hmjnXNv4jXZF3FlqA9G4JTOZUS8Dk1uIvXRC04HLQ36dhuxQrYv9bbiWnL4mFojHbxfQDa3Q+4yIJNRTTPnn6FfbPFOLyP4fvRRK7dAVOEtXbjdX41Gvft3jUYtIPPsO1l9MfkXtX+WI+cHCkLYWjhPfrQCduZzlM0BqvceA5an9lTQVswF2clbLncXeLnvPR3ROjpZ5hiITMDgLi4OGrSpAnoxsYfVxuIjY396gAgLi5OYtsv909KSqKcnBxSUlKiuLg4MjQ0JJFIBNsVHqekZRIRnTx5ks6ePUv37+PKCt8iPj4eTMURERElKoNhGIZhGOZLBLFAgqg0PABsAihtyuQAQCwWU24ufoMjDSUlJRKJRJSVlVX0x/TnKCt//BYzKwu/DSik8Hff219JSanYxylJmbm5uTRp0iQaOXIkVa9e/euVlYKXlxctWLCgRPswDMMwDMMw5ZcyOQC4fPkyubq6FmvbsLAwsrOzIxUVFanz/LOzP665rKKC684XUvi74uxf3OOUpMzVq1dTYmLiD/0hP3r0aPLwkJwiEhERQV26dClxWQzDMAzDMEUIYiLiHICySJkcANjZ2ZGPD4Y4SaNwio2xsXHRtJvPKdRMTHD+3pdlfG1/HR2dom/yjY2NKSgoiARBkJgG9OVxiltmSkoKLVq0iEaPHk2pqamUmppKRB+XAxUEgSIjI0lVVZUMDAyknruBgQH8rnDQkZknGcyTmYoPnPgVBqiIcrHZCOJkPLgY563mpuPcztwY3DVdSnmClA4hJwrnbKbl4TzlV+H4xig3BkOD5OPRA5CPU90pMhwHbrmxWF72e7xWaTmJoL2Udn5Syot+nonbxeF2Gan4+jQ7EeetpuXh/c1OxArnRmN95RLw7ZU4DSRKjMDwrYwUvAZZSXitcuPwnqfl4r4k4H3Ljca3elkf8JzjI/Ck07OwXZGUNpkbje05LUfKPYrGsKg4DdSk3XNp9yg3DutRkIcBUpkp0u4lPpeJaniPst/juci9xu3yErDtJr1IBi0rCcvLlZanVAHPT1p50q59RjrOd8/6gG1DLh0PLO26CCnoLRHSJPdNExfvGUqT0pfmxuJ9pA/4nGakSjm3fOznsj7gNRbL4zWR9kxKa/MJEamgpaViPd6rY3k50VL65lRp7UxaB4vPuHw+emty4rG+0s45Jwrbipwc9pHSPndypeyblYxfGGYLeJ0z0tADUFCAgXhZyViPqOfYf2V88fmZ+f8hb99bxKQ0yaQMolKYrZNJ2D8y/zCCjODu7i4YGhoKBQUFEvqwYcMEVVVVITs7+5v76+vrCx4eHqDb2NgIzZs3L/p5w4YNAhEJjx8/ltjOz89PICLh8uXLJSrz1atXAn18vL76r3Pnzt+t/+cEBAR8t0z+x//4H//jf/yP//33/wUEBJTob4B/gpiYGEFDQ6NU66WhoSHExMT863WTFcrkG4Afwd3dnfz9/enIkSNFOQCJiYl06NAh6tixo8Rc/BcvPoZrV61atUjr3r077dy5k6KiosjU9OMqCBcuXKDw8HCaNOlT9Hjnzp1p0qRJ5OXlVZQDIAgCbd68mSpVqkQNGjQoUZkGBgZ09OhRqM+6devo+vXrtG/fPqlG4m/RtGlTCggIIFNTU4qKiqIuXbpQQEAAWVlZlaicskrhFChZqjMR15vrXf6RxToTcb1ltd4HDx4kRUVFatq06b9+DiYmJvT06VP68OFDqR1DW1v7m7MzmL/Jzx6B/Fvk5+cL9erVE9TV1YUFCxYIGzduFOzt7QUNDQ3h6dOnEtuam5sL5ubmEtqbN28EXV1doWrVqsK6deuEJUuWCNra2oKDgwO8PfD09BSISBg+fLiwbds2wc3NTSAiwc/P74fL/JIBAwYIampqP35B/p9Hjx4JRCQ8evTob5dVVpDFOgsC15vrXf6RxToLAteb680wJUdm3gDIy8vTqVOnyNPTk9atW0dZWVnk7OxMvr6+ZGtr+939TU1N6dKlSzR58mSaMWMGKSoqkpubG61cuRJW8lm6dClpa2vTli1byNfXl6ytrWnPnj3Uu3fvHy6TYRiGYRiGYf4JZGYAQPTxdZK3tzd5e3t/c7vIyEipur29PZ05c+a7x5GTk6OZM2fSzJkzv7ttccv8El9fX/L19S3xfgzDMAzDMIxsg5GfDMMwDMMwDMOUW3gAIOPo6+vTvHnzSF9f/2efyr+GLNaZiOvN9S7/yGKdibjeXG+GKTkiQeC8ZYZhGIZhGIaRFfgNAMMwDMMwDMPIEDwAYBiGYRiGYRgZggcADMMwDMMwDCND8ACAYRiGYRiGYWQIHgCUQZKTk2n48OGkr69Pampq5OrqSnfv3i32/mFhYdS2bVtSV1cnHR0d6tevHyUkJMB2YrGYli1bRpaWlqSsrEw1a9akffv2/a0yP8fPz49EIhGpq6t/95zLap1jY2Opb9++ZGtrSxoaGqSlpUUuLi60c+dOKo7/vqzW++nTpzRt2jRydHQkDQ0NMjY2Jjc3N7p9+3axzrus1puIaPHixdSpUycyNDQkkUhE8+fPl/h9Tk4OTZ8+nUxMTEhFRYXq1q1L586dK1a9YmJiqEePHqSlpUUVK1akzp0708uXL6Vuu337dqpWrRopKyuTtbU1rV+//l8rUxpltd6bNm0iDw8PMjMzI5FIRAMHDizXdY6KiqIFCxaQi4sLaWtrk56eHjVr1ozOnz9fruudlZVFQ4YMoRo1apCmpiapq6vTL7/8QmvXrqW8vLxyW+8vuXLlColEIhKJRJSYmFisc2fKKD85iZgpIQUFBUKDBg0ENTU1Yf78+cKGDRuE6tWrCxoaGkJ4ePh394+KihL09PSEqlWrCmvXrhUWL14saGtrC7/88ouQk5Mjse2MGTMEIhKGDRsmbN26VXBzcxOISNi3b98Pl1lIWlqaYGJiIqipqQlqamrlts73798XmjZtKsyaNUvYvHmzsH79eqFTp04CEQkzZ84st/WeMmWKoKWlJQwZMkTYsmWLsGzZMqFq1aqCvLy8cO7cuXJbb0EQBCISjIyMhDZt2ghEJMybN0/i9z179hQUFBSEqVOnClu2bBHq168vKCgoCMHBwd+sV1pammBtbS0YGBgIf/zxh7Bq1SrB1NRUqFy5spCYmCix7ebNmwUiErp37y5s3bpV6Nevn0BEwtKlS0u9zK9RVuttbm4u6OjoCG3bthUUFBSEAQMGFKu+ZbXO69evF1RUVIRevXoJGzZsENasWSPUrl1bICJhx44d5bbe79+/F+rWrSt4enoKGzduFDZt2iT069dPEIlEQq9evcptvT+noKBAcHR0FNTU1AQiEhISEopVb6ZswgOAMsaBAwcEIhIOHTpUpMXHxwtaWlrF6qRGjRolqKioCK9fvy7Szp07JxCRsGXLliItOjpaqFChgjBmzJgiTSwWC40bNxYqV64s5Ofnl7jMz5k+fbpga2sr9OnT57sDgPJS58/p0KGDoKamJlFmear37du3hbS0NInzSUxMFPT19YWGDRt+87zLcr0FQRBevXolCIIgJCQkwAAgJCREICJh+fLlRVpWVpZQtWpVoX79+t+s1x9//CEQkXDz5s0iLSwsTJCXl5cYTGZmZgq6urqCm5ubxP6Fz1pSUlKplimNslpvQRCEyMhIQSwWC4IgCGpqasUeAJTVOj969Aj+8MvOzhbs7OyEypUrl9t6f42xY8cKRCTExcV9c7vyUO9NmzYJurq6woQJE3gAIAPwAKCM4eHhIRgaGgoFBQUS+vDhwwVVVVUhOzv7m/sbGBgIHh4eoNvY2AgtWrQo+nnjxo0CEQmPHz+W2G7v3r0CEUl8o1HcMgsJDw8XFBUVhZMnTwoDBgz47gCgPNT5S8aOHSuIRCIhMzPzq9uUx3p369ZN0NHR+eY25aXe0gYAnp6egry8vJCSkiKx7ZIlSwQiEt68efPVejk7OwvOzs6gt27dWqhatWrRzydPnhSISDh58qTEdteuXROISNi9e3eplimNslrvLynJAKC81LmQyZMnC0QkpKamfnO78lbvFStWCEQkhIWFfXO7sl7v9+/fC7q6usLGjRuFefPm8QBABmAPQBkjNDSUateuTXJykrfOxcWFMjMzKTw8/Kv7xsTEUHx8PDk5OcHvXFxcKDQ0VOI4ampqVK1aNdiu8PclLbOQiRMnkqurK7Vv3/4bNf1EeahzVlYWJSYmUmRkJO3cuZN8fHyofv36pKKiUq7r/SVv374lPT29b25THuv9+TFtbGyoYsWKUo957949qfuJxWJ68ODBV8/hxYsXlJaWJnHeX25bp04dkpOTK/p9aZRZ3ur9dyhvdX779i2pqqqSqqrqN7cr6/XOzc2lxMREioqKoqNHj9KKFSvI3NycrKysynW9586dS0ZGRjRixIhv1pMpP/AAoIwRFxdHxsbGoBdqsbGx39z3822/3D8pKYlycnKKti00MX7rOCUpk4jo5MmTdPbsWVq1atXXKynlvMtynYmI1q5dS/r6+mRpaUkDBw6kevXq0f79+7963oXHKev1/pzg4GC6fv06/frrr1/dpvA45aneX57fj9St8BjF2TcuLo7k5eXJwMBAYjtFRUXS1dUt2q40yvwaZbXef4fyVOeIiAg6cuQIde/eneTl5b+6XeE5leV6HzlyhPT19cnMzIy6detGlStXpuPHj5OCgkK5rfeDBw9oy5YttGrVqu/eX6b88O0WzZQqYrGYcnNzi7WtkpISiUQiysrKIiUlJfi9srIyEX38pvlrFP7ue/srKSkV+zglKTM3N5cmTpxIQ4cOpSpVqlB2djYVFBSQIAiUnZ1dLutcyK+//ko1a9akhIQE+vPPP+ndu3eUnJxM+vr65brehW08Pj6eevXqRebm5jR+/Phyf7+/dX4/UrfinkPh/4qKilLLUVZWLnG9SlLm1yir9f47lJc6Z2ZmkoeHB6moqNDSpUulbvPl+Zfleru6utK5c+coOTmZLly4QPfv36eMjAypx/ry/MtqvcePH0/t2rWj1q1bSy2bKZ/wAOAncvnyZXJ1dS3WtmFhYWRnZ0cqKipSv20s/IPqW1NKCn9XnP2Le5ySlLl69Wp6+/Ytbd68mTZv3iz13D6nPNS5kNevX5Obm5uEVrNmTannXJ7qLa2NSxv0EJWven/r/H6knJLW62tfLGRnZ/9QvYpb5tcoq/X+O5SHOhcUFFDPnj3pyZMn9Oeff5KJiYnUY315/mW53oaGhmRoaEhERO7u7rRkyRJq1aoVPX/+nIyMjKQes7CcsljvAwcO0LVr1+jRo0dfqRlTXuEBwE/Ezs6OfHx8irVt4Ws7Y2PjoikJn1OofauDLizja/vr6OgUfWNgbGxMQUFBJAiCxBSJL49T3DJTUlJo0aJF1L9/f7K0tCzaZv/+/fTw4UNavHgxKSoqSsyfLOt1/pwv7/WjR49o5cqVNHnyZHJwcJB6zuWh3lWqVCF7e3t69uwZTZkyhezs7L57zuWh3t86v5iYmBLXrfAYxbkuxsbGVFBQQPHx8RJTBXJzc+n9+/dF25VGmeWt3n+H8lDnYcOG0YkTJ8jPz4+aN2/+zfoWUh7q/Tnu7u40e/ZsCgwM/Ob8+LJab09PT/Lw8CBFRUWKjIwkoo85LEQfMyFyc3P/keeB+e/BA4CfiJGRUYlCZYiIHB0dKTg4mMRisYRJMiQkhFRVVcnGxuar+1aqVIn09fWlhjHdvHmTHB0dJY7j7e1NYWFhVL16dYnjFP6+JGV++PCB0tPTycvLS+q5eXp6UufOnSkgIKDc1PlzvrzXgYGBtHLlSqpbty716NFD6rmX9XqLxWKaNm0aPX36lA4ePEjdunX76vl+Tlmv9/fqFhQURKmpqRKD3S+P+SVycnLk4OAg9RxCQkKoSpUqpKGhIVHG7du3JYz2t2/fJrFYXPT70iizvNX771DW6+zp6Uk+Pj60Zs0a6tWrl8zU+0sKp8qkpKR8c7uyWu+oqCjau3cv7d27F7atXbs2/fLLL181MDNlnJ+6BhFTYvbv3w9rpCckJAhaWlrCr7/+KrFtRESEEBERIaGNHDlSUFFRkViS7Pz58wIRCZs2bSrSoqKivrpGeqVKlSTWSC9OmRkZGcLRo0fhn6urq6CsrCwcPXpUuHHjRrmqsyB8XL9eGh07dhREIpHw/Plzqb8v6/UWBEEYPXp0sXMRylO9Pz9n+mIZ0Bs3bsBa4dnZ2YKVlZVQt27dIu3169ew7ODSpUsFIhJu3bpVpD19+lSQl5cXpk+fXqRlZmYKOjo6QocOHST279u3r6Cqqiq8f/++VMuURlmt95eUZBnQslznZcuWCUQkzJo1q1h1LQ/1TkhIKMp7+JzCHIALFy6Uy3pL+1z+9ddfBSISdu3aJfz111/frDdTduEBQBkjPz9fqFevnqCuri4sWLBA2Lhxo2Bvby9oaGgIT58+ldjW3NxcMDc3l9DevHkj6OrqClWrVhXWrVsnLFmyRNDW1hYcHBxgfXVPT0+BiIThw4cL27ZtK0pJ9fPz++Eyv6Q4OQBluc4TJkwQnJychDlz5ghbt24Vli5dKjg7OwtEJIwbN67c1nv16tUCEQn169cXdu/eDf/S09PLZb0FQRB27dolLFy4UJg5c6ZARIKrq6uwcOFCYeHChUJkZKTg4eEhKCgoCJ6ensKWLVuEBg0aCAoKCsKlS5eKymjatKnw5fczqampQtWqVQUDAwNh2bJlwurVqwVTU1PBxMQEBpqFGQfu7u7Ctm3bhP79+wtEJCxevLjUy/waZbXex44dK7p/ioqKQq1atYp+vn//frmr85EjRwQiEqytraU+u2/fvv1mnctqvVevXi3Y2toK06dPF7Zs2SKsWLFCaNWqlUBEQseOHb9b57Jab2lwDoBswAOAMkhSUpIwZMgQQVdXV1BVVRWaNm0qMcovRNofR4LwMemxdevWgqqqqqClpSX06dNHaqdeUFAgLFmyRDA3NxcUFRUFe3t7Yc+ePVLPqbhlfklxBgBluc5nz54VOnToIJiYmAgVKlQQNDQ0hIYNGwo+Pj5Sv20qL/UeMGCAQERf/VeYllve6i0Inz7gpf0LCgoSsrKyhKlTpwpGRkaCkpKS4OzsLJw+fVpqGV8SFRUluLu7CxUrVhTU1dWFDh06fPUt0tatWwVbW1tBUVFRqFq1qrB69Wqpba40ypRGWa33t9qyj49Puatz4R9/32rD36Ms1vvWrVuCh4eHYGZmJigpKQlqampC7dq1hVWrVgl5eXnfrXNZrbc0eAAgG4gEQRCKMVOIYRiGYRiGYZhyAAeBMQzDMAzDMIwMwQMAhmEYhmEYhpEheADAMAzDMAzDMDIEDwAYhmEYhmEYRobgAQDDMAzDMAzDyBA8AGAYhmEYhmEYGYIHAAzDMAzDMAwjQ/AAgGEYhmEYhmFkCB4AMAzDMAzDMIwMwQMAhmEYhmEYhpEheADAMAxThpk/fz6JRCISiUSkrq7+j5Y9ceLEUiubYRiG+Xko/OwTYBiGYf4+u3fvpgoVKvyjZfbr14+cnJxo69atdPfu3X+0bIZhGObnwQMAhmGYckDfvn3/8TLr1KlDderUofPnz/MAgGEYphzBU4AYhmEYhmEYRobgAQDDMMxPJCsri+zs7MjOzo6ysrKK9KSkJDI2NqYGDRpQQUHBD5VtYWFBHTp0oIsXL5KTkxOpqKiQg4MDXbx4kYiIjhw5Qg4ODqSsrEx16tSh0NDQf6JKDMMwzH8cHgAwDMP8RFRUVGjnzp0UERFBs2fPLtLHjBlDKSkp5OvrS/Ly8j9cfkREBPXu3Zs6duxI//vf/+jDhw/UsWNH8vPzo0mTJlHfvn1pwYIF9OLFC+rRoweJxeJ/oloMwzDMfxj2ADAMw/xk6tatS9OmTaM//viDunbtSu/evaP9+/fTmjVryMbG5m+V/ezZM7p27RrVr1+fiIiqV69Obdq0oWHDhtHTp0/JzMyMiIi0tbVpxIgRdPnyZWrWrNnfrRLDMAzzH4bfADAMw/wHmD9/Ptnb29OAAQNo9OjR1LRpUxo/fvzfLrd69epFf/wTfRxsEBE1b9686I//z/WXL1/+7WMyDMMw/214AMAwDPMfQFFRkXbs2EGvXr2itLQ08vHxIZFI9LfL/fyPfCIiTU1NIiIyNTWVqn/48OFvH5NhGIb5b8MDAIZhmP8IZ86cISKi7Oxsev78+T9S5tf8A1/TBUH4R47LMAzD/HfhAQDDMMx/gAcPHtDvv/9OgwYNolq1atHQoUMpJSXlZ58WwzAMUw7hAQDDMMxPJi8vjwYOHEgmJia0du1a8vX1pXfv3tGkSZN+9qkxDMMw5RAeADAMw/xkFi1aRPfu3aMdO3aQhoYG1axZk3777Tfy8fGhU6dO/ezTYxiGYcoZPABgGIb5idy9e5eWLFlCY8eOJVdX1yJ9xowZ5OzsTMOGDaPk5OSfd4IMwzBMuYNzABiGYX4itWvXpry8PNDl5eXp5s2bxS4nMTGRRCIR6erqFmmRkZFSt5Vm9LWwsAA9IyODsrKyKCcnp9jnwTAMw/z34TcADMMw5QB9fX0yNzf/R8ucPXs26evr0/79+//RchmGYZifi0jgNd8YhmHKLC9fviwK71JQUPhHU3zDw8PpzZs3pVI2wzAM8/PgAQDDMAzDMAzDyBA8BYhhGIZhGIZhZAgeADAMwzAMwzCMDMEDAIZhGIZhGIaRIXgAwDAMwzAMwzAyBA8AGIZhGIZhGEaG4AEAwzAMwzAMw8gQPABgGIZhGIZhGBmCBwAMwzAMwzAMI0PwAIBhGIZhGIZhZAgeADAMwzAMwzCMDMEDAIZhGIZhGIaRIXgAwDAMwzAMwzAyBA8AGIZhGIZhGEaG4AEAwzAMwzAMw8gQPABgGIZhGIZhGBmCBwAMwzAMwzAMI0PwAIBhGIZhGIZhZAgeADAMwzAMwzCMDPF/gekNliq2TegAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#the initial arrays are two random matrices represented below \n", "\n", "fig = plt.figure() \n", "plt.pcolormesh(aperture_array_phase[0].XX, aperture_array_phase[0].YY, aperture_array_phase[0].aperture)\n", "plt.colorbar(label =\"Phase [rad]\")\n", "plt.xlabel(\"x [m]\")\n", "plt.ylabel(\"y [m]\")\n", "plt.tight_layout()\n", "\n", "fig = plt.figure() \n", "plt.pcolormesh(aperture_array_phase[1].XX, aperture_array_phase[1].YY, aperture_array_phase[1].aperture)\n", "plt.colorbar(label =\"Phase [rad]\")\n", "plt.xlabel(\"x [m]\")\n", "plt.ylabel(\"y [m]\")\n", "plt.tight_layout() " ] }, { "cell_type": "code", "execution_count": 189, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:46:48.735090Z", "iopub.status.busy": "2026-02-06T10:46:48.734095Z", "iopub.status.idle": "2026-02-06T10:46:49.781003Z", "shell.execute_reply": "2026-02-06T10:46:49.780006Z", "shell.execute_reply.started": "2026-02-06T10:46:48.735090Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Surface #1\n", "Progress: [####################] 100.0%\n", "Elapsed: 0:00:00.009459\n", "Surface #2\n", "Progress: [####################] 100.0%\n", "Elapsed: 0:00:00.018420\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "prop_methods = [\"bluestein\", \"bluestein\"]\n", "EXY_array2 = [moe.propagate.propagate_through_ensemble(ensemble, wavelength, propagation_methods_array=prop_methods) for wavelength in wavelength_array]" ] }, { "cell_type": "code", "execution_count": 190, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:46:49.781997Z", "iopub.status.busy": "2026-02-06T10:46:49.781500Z", "iopub.status.idle": "2026-02-06T10:46:50.019454Z", "shell.execute_reply": "2026-02-06T10:46:50.017962Z", "shell.execute_reply.started": "2026-02-06T10:46:49.781997Z" } }, "outputs": [ { "data": { "text/plain": [ "((20000,), (100, 100))" ] }, "execution_count": 190, "metadata": {}, "output_type": "execute_result" } ], "source": [ "x0_flatten = (np.array([aperture_array_phase[0].aperture.flatten(), aperture_array_phase[1].aperture.flatten()]) ).flatten()\n", "x0_flatten.shape, a1_phase.shape " ] }, { "cell_type": "code", "execution_count": 191, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:46:50.019953Z", "iopub.status.busy": "2026-02-06T10:46:50.019953Z", "iopub.status.idle": "2026-02-06T10:46:50.422189Z", "shell.execute_reply": "2026-02-06T10:46:50.421192Z", "shell.execute_reply.started": "2026-02-06T10:46:50.019953Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xi = np.arange(x_pixel)\n", "yi = np.arange(y_pixel)\n", "XX, YY = np.meshgrid(xi,yi, indexing='ij')\n", " \n", "target = np.zeros((x_pixel, y_pixel))\n", "target[np.where(((XX-x_pixel/2- 0)**2 + (YY-y_pixel/2-0)**2) < 4**2)] = 1 \n", "\n", "target_flat = target.flatten()\n", "\n", "fig = plt.figure() \n", "plt.pcolormesh(screen_array[-1].XX[:,:,-1], screen_array[-1].YY[:,:,-1], target )\n", "plt.axis(\"equal\")\n", "plt.xlabel(\"x [m]\")\n", "plt.ylabel(\"y [m]\")\n", "plt.title(\"Target at the screen z sliced plane\")\n", "plt.tight_layout() " ] }, { "cell_type": "code", "execution_count": 192, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:46:50.423184Z", "iopub.status.busy": "2026-02-06T10:46:50.423184Z", "iopub.status.idle": "2026-02-06T10:46:50.670598Z", "shell.execute_reply": "2026-02-06T10:46:50.669603Z", "shell.execute_reply.started": "2026-02-06T10:46:50.423184Z" } }, "outputs": [], "source": [ "def loss(x, mask, screen_array, wavelength, target, use_timer=True, propag=\"bluestein\"): \n", " import jax.numpy as jnp \n", " \n", " #prop_x = np.abs(moe.optimizer.propagate(np.reshape(x, (len(screen.x), len(screen.y))), mask, screen, wavelength, propagation_method=propag))\n", " xar1 = jnp.reshape(x[0:int(len(x)/2)], (len(screen_array[0].x), len(screen_array[0].y)))\n", " xar2 = jnp.reshape(x[int(len(x)/2):], (len(screen_array[0].x), len(screen_array[0].y)))\n", " xar=[xar1, xar2]\n", " \n", " prop_x = moe.optimizer.propagate(xar, aperture=aperture_array_phase, screen=screen_array , wavelength=wavelength_array, \\\n", " mask_amp = aperture_array_amp, circ_radius=None, input_field=\"uniform\", E0=1, \\\n", " propagation_method=[\"ASM\",\"ASM\"], pad_factor=2, modedef = \"czt\", ensemble_mode=True , corr=1e5, use_timer=use_timer )**2\n", " \n", " \n", " diff = jnp.abs(prop_x/jnp.sum(prop_x) - target/jnp.max(target))**2\n", " \n", " res = np.sum(diff)\n", "\n", " return res" ] }, { "cell_type": "code", "execution_count": 193, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:46:50.671593Z", "iopub.status.busy": "2026-02-06T10:46:50.671095Z", "iopub.status.idle": "2026-02-06T10:47:03.938371Z", "shell.execute_reply": "2026-02-06T10:47:03.936377Z", "shell.execute_reply.started": "2026-02-06T10:46:50.671593Z" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.073677\n", "Elapsed: 0:00:00.061729\n", "Elapsed: 0:00:00.078655\n", "Elapsed: 0:00:00.063719\n", "Elapsed: 0:00:00.139389\n", "Elapsed: 0:00:00.139389\n", "Elapsed: 0:00:00.062723\n", "Elapsed: 0:00:00.064716\n", "Elapsed: 0:00:00.060235\n", "Elapsed: 0:00:00.059242\n", "Elapsed: 0:00:00.115987\n", "Elapsed: 0:00:00.112510\n", "Elapsed: 0:00:00.048783\n", "Elapsed: 0:00:00.048786\n", "Elapsed: 0:00:00.069694\n", "Elapsed: 0:00:00.044307\n", "Elapsed: 0:00:00.068698\n", "Elapsed: 0:00:00.065713\n", "Elapsed: 0:00:00.066707\n", "Elapsed: 0:00:00.061729\n", "Elapsed: 0:00:00.115490\n", "Elapsed: 0:00:00.116988\n", "Elapsed: 0:00:00.057746\n", "Elapsed: 0:00:00.050778\n", "Elapsed: 0:00:00.041816\n", "Elapsed: 0:00:00.044306\n", "Elapsed: 0:00:00.058742\n", "Elapsed: 0:00:00.044804\n", "Elapsed: 0:00:00.056751\n", "Elapsed: 0:00:00.071191\n", "Elapsed: 0:00:00.130923\n", "Elapsed: 0:00:00.131426\n", "Elapsed: 0:00:00.062722\n", "Elapsed: 0:00:00.046795\n", "Elapsed: 0:00:00.059738\n", "Elapsed: 0:00:00.044805\n", "Elapsed: 0:00:00.070695\n", "Elapsed: 0:00:00.053264\n", "Elapsed: 0:00:00.062225\n", "Elapsed: 0:00:00.060239\n", "Elapsed: 0:00:00.126940\n", "Elapsed: 0:00:00.099566\n", "Elapsed: 0:00:00.050779\n", "Elapsed: 0:00:00.060732\n", "Elapsed: 0:00:00.053762\n", "Elapsed: 0:00:00.060238\n", "Elapsed: 0:00:00.076166\n", "Elapsed: 0:00:00.069693\n", "Elapsed: 0:00:00.055759\n", "Elapsed: 0:00:00.063721\n", "Elapsed: 0:00:00.098068\n", "Elapsed: 0:00:00.111016\n", "Elapsed: 0:00:00.061227\n", "Elapsed: 0:00:00.050777\n", "Elapsed: 0:00:00.045301\n", "Elapsed: 0:00:00.045799\n", "Elapsed: 0:00:00.057746\n", "Elapsed: 0:00:00.068698\n", "Elapsed: 0:00:00.067704\n", "Elapsed: 0:00:00.064719\n", "Elapsed: 0:00:00.111509\n", "Elapsed: 0:00:00.105039\n", "Elapsed: 0:00:00.059733\n", "Elapsed: 0:00:00.046297\n", "Elapsed: 0:00:00.056254\n", "Elapsed: 0:00:00.055757\n", "Elapsed: 0:00:00.057743\n", "Elapsed: 0:00:00.062725\n", "Elapsed: 0:00:00.064218\n", "Elapsed: 0:00:00.065217\n", "Elapsed: 0:00:00.131919\n", "Elapsed: 0:00:00.108523\n", "Elapsed: 0:00:00.052272\n", "Elapsed: 0:00:00.047789\n", "Elapsed: 0:00:00.052768\n", "Elapsed: 0:00:00.045302\n", "Elapsed: 0:00:00.067704\n", "Elapsed: 0:00:00.062722\n", "Elapsed: 0:00:00.066707\n", "Elapsed: 0:00:00.058247\n", "Elapsed: 0:00:00.111512\n", "Elapsed: 0:00:00.107031\n", "Elapsed: 0:00:00.048783\n", "Elapsed: 0:00:00.051275\n", "Elapsed: 0:00:00.057745\n", "Elapsed: 0:00:00.046297\n", "Elapsed: 0:00:00.058742\n", "Elapsed: 0:00:00.062266\n", "Elapsed: 0:00:00.044306\n", "Elapsed: 0:00:00.042313\n", "Elapsed: 0:00:00.120971\n", "Elapsed: 0:00:00.116986\n", "Elapsed: 0:00:00.063719\n", "Elapsed: 0:00:00.069197\n", "Elapsed: 0:00:00.048289\n", "Elapsed: 0:00:00.050779\n", "Elapsed: 0:00:00.121962\n", "Elapsed: 0:00:00.124954\n", "Elapsed: 0:00:00.054755\n", "Elapsed: 0:00:00.048289\n", "Elapsed: 0:00:00.056751\n", "Elapsed: 0:00:00.044805\n", "Elapsed: 0:00:00.054758\n", "Elapsed: 0:00:00.067203\n", "Elapsed: 0:00:00.071685\n", "Elapsed: 0:00:00.065715\n", "Elapsed: 0:00:00.132418\n", "Elapsed: 0:00:00.113504\n", "Elapsed: 0:00:00.058245\n", "Elapsed: 0:00:00.057249\n", "Elapsed: 0:00:00.050274\n", "Elapsed: 0:00:00.048288\n", "Elapsed: 0:00:00.063720\n", "Elapsed: 0:00:00.075170\n", "Elapsed: 0:00:00.050777\n", "Elapsed: 0:00:00.059741\n", "Elapsed: 0:00:00.059736\n", "Elapsed: 0:00:00.058244\n", "Elapsed: 0:00:00.050280\n", "Elapsed: 0:00:00.067706\n", "Elapsed: 0:00:00.107525\n", "Elapsed: 0:00:00.109521\n", "Elapsed: 0:00:00.056751\n", "Elapsed: 0:00:00.053764\n", "Elapsed: 0:00:00.046795\n", "Elapsed: 0:00:00.059242\n", "Elapsed: 0:00:00.134908\n", "Elapsed: 0:00:00.115493\n", "Elapsed: 0:00:00.047787\n", "Elapsed: 0:00:00.056253\n", "Elapsed: 0:00:00.048786\n", "Elapsed: 0:00:00.047791\n", "Elapsed: 0:00:00.130427\n", "Elapsed: 0:00:00.118483\n", "Elapsed: 0:00:00.062222\n", "Elapsed: 0:00:00.046298\n", "Elapsed: 0:00:00.052769\n", "Elapsed: 0:00:00.060736\n", "Elapsed: 0:00:00.114495\n", "Elapsed: 0:00:00.102053\n", "Elapsed: 0:00:00.052767\n", "Elapsed: 0:00:00.058743\n", "Elapsed: 0:00:00.062226\n", "Elapsed: 0:00:00.044306\n", "Elapsed: 0:00:00.108521\n", "Elapsed: 0:00:00.112504\n", "`ftol` termination condition is satisfied.\n", "Function evaluations 28, initial cost 1.0120e+03, final cost 7.5699e+01, first-order optimality 1.37e-01.\n" ] } ], "source": [ "solution = moe.optimizer.optimize(loss, x0_flatten, args1=[aperture, screen_array, wavelength, target, False], verbose = 1, ftol=1e-4,)\n", "\n", "x = solution.x" ] }, { "cell_type": "code", "execution_count": 194, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:47:03.939864Z", "iopub.status.busy": "2026-02-06T10:47:03.939366Z", "iopub.status.idle": "2026-02-06T10:47:06.816739Z", "shell.execute_reply": "2026-02-06T10:47:06.815742Z", "shell.execute_reply.started": "2026-02-06T10:47:03.939864Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Elapsed: 0:00:00.062725\n", "Elapsed: 0:00:00.058742\n", "Elapsed: 0:00:00.029869\n", "Elapsed: 0:00:00.030864\n", "Elapsed: 0:00:00.030367\n", "Elapsed: 0:00:00.060733\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAtAAAALQCAYAAAC5V0ecAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAABJ0AAASdAHeZh94AACl0ElEQVR4nOzdeVhV1foH8O8GmQcBAUXFKRAHNDLBIVNxTnJIQdPUtJK6OFdaaV5nr2UOpaFW/sRSM0XTHLpmhlOaU6hXc8IyJwoFUVEE5OzfH17O9Zy9gb0PZ9hwvp+e8zyxz1prr73PwHLxvmsJoiiKICIiIiIiRRxs3QEiIiIiovKEA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiIhU4gCYiIiIiUoEDaCIiIiIiFTiAJiIiIiJSgQNoIiIiIiIVOIAmIiIiIlKBA2giIiIiC8rJycGUKVPQrVs3+Pn5QRAEJCUlmdzerl278Morr6B+/fpwd3dHvXr18NprryE9Pd2g3P379/Hpp5+iS5cuCAoKgpeXF5566iksWbIEhYWFZbwq+yaIoijauhNEREREFdWlS5dQt25d1KpVC/Xq1cPu3buxYsUKDB061KT2mjdvjqysLMTFxSE0NBS///47Fi9eDHd3dxw/fhzVqlUDAJw6dQpNmzZFx44d0aVLF3h7e2PHjh349ttvMWTIEKxcudKMV2lfOIAmIiIisqC8vDzcunUL1apVw9GjRxEZGVmmAfTevXvRpk0bODg4GBxr164dJk2ahJkzZwIAbt68ib///huNGzc2qP/KK69gxYoVuHDhAkJCQky+LnvGEA4iIiIiC3JxcdHPCpfm+++/x7PPPgsPDw94eXkhJiYGp0+fNijTtm1bg8Fz0TE/Pz+cOXNGf8zf318yeAaAF154AQAMypI6HEATERERacBXX32FmJgYeHp64oMPPsDkyZPx22+/oU2bNrh06VKJdXNycpCTkwN/f/9Sz/PXX38BgKKyJK+SrTtAREREZO9ycnIwevRovPbaa/jss8/0x19++WWEhYVh9uzZBseNLVy4EPn5+ejfv3+J58nPz8fChQtRt25dREZGmq3/9oYDaCIiIiIb27lzJ7KzszFgwADcvHlTf9zR0REtWrRASkpKsXX37t2LadOmoV+/fujQoUOJ5xk5ciR+++03bNu2DZUqcRhoKt45IiIiIhu7cOECABQ7APb29pY9fvbsWbzwwgsIDw/HF198UeI55s6di88//xwzZsxA9+7dy9ZhO8cBNBEREZGN6XQ6AI/ioOUSDuVmi69cuYIuXbqgcuXK2L59O7y8vIptPykpCe+88w7eeOMNvP/+++bruJ3iAJqIiIjIxp544gkAQGBgIDp16lRq+czMTHTp0gV5eXnYtWsXgoKCii27efNmvPbaa+jTpw8+/fRTs/XZnnEVDiIiIiIb69q1K7y9vTF79mwUFBRInr9x44b+/+/du4fu3bvj2rVr2L59O0JDQ4ttd+/evXjxxRfRtm1brF69WrL8HZmGM9BEREREFrZ48WJkZ2fj+vXrAIAtW7bg6tWrAIBRo0ahcuXKWLJkCQYPHoxmzZrhxRdfREBAAC5fvoxt27bhmWeeweLFiwEAL730Eg4fPoxXXnkFZ86cMVjP2dPTE7179wYA/Pnnn+jZsycEQUBsbCzWr19v0KemTZuiadOmVrj6ioc7ERIRERFZWJ06dfDnn3/KPvfHH3+gTp06AIDdu3djzpw5+OWXX5CXl4caNWrg2WefxciRI/H000+X2lbt2rX1a0bv3r0b0dHRxfZpypQpmDp1qsnXZM84gCYiIiIiUoGBMEREREREKnAATURERESkAgfQREREREQqcBUOIiIiIo25fv06bt26ZZVz+fr6onr16lY5V0XBATQRERGRhly/fh0NwoJxN0dnlfN5eXnh7NmzHESrwAE0ERERkYbcunULd3N02LgiCCF1nSx6rrQ/CtBnWDpu3brFAbQKHEATERERaVBIXSc0DnOxdTdIBgfQRERERBqkgwgdLBvGoQO3AzEFV+EgIiIiIlKBM9BEREREGqQTdSgULTwDbeH2KyrOQBMRERERqcAZaCIiIiINehQDbdkYZcZAm4Yz0EREREREKnAGmoiIiEiDdP/9z9LnIPU4A01EREREpAJnoImIiIg0SCcChaKFY6AZAm0SzkATEREREanAGWgiIiIiDeIqHNrFGWgiIiIiIhU4A01ERESkQTqIKOQMtCZxBpqIiIiISAXOQBMRERFpEGOgtYsz0ERWsHv3bgiCgKlTp9q6K4pNnToVgiBg9+7dtu6KRV26dAmCIGDo0KG27kqFY8p7qH379hAEwXKdKiNT3y9auK46deqgTp06Nu2DtQ0dOhSCIODSpUu27gpVMBxAEwRBMHg4OjrC398fHTp0wJo1a2zdvXKhPA7CkpKSIAgCkpKSbN0VonLPmgO1on+YPP5wcHBA5cqV0bp1a3z66ad4+PChxfthCfY4yKfyiSEcpDdlyhQAQEFBAc6ePYvNmzcjJSUFR48exfz5823cu/ItKioKZ86cgb+/v627QkRlUKNGDZw5cwaVK1e2dVfQrl07tG/fHgDw8OFDXLlyBd999x1GjhyJAwcOYPXq1bbtoAb861//wrvvvosaNWrYuism0YmiFTZSYQiHKTiAJj3j8IJdu3ahc+fOWLhwIUaPHs1ZgTJwd3dHgwYNbN0NIiojJycnzXyW27dvL/nevnz5Mho1aoQ1a9Zg1qxZdv+9HRQUhKCgIFt3gyoghnBQsTp27IgGDRpAFEUcOXIEgGFM45o1a9CiRQt4enoafEmnp6djxIgRqFOnDpydnREQEIA+ffrg2LFjknM8Hkawbds2tG7dGh4eHvD19UVsbCwuXLggqXP+/Hm8++67aN68OQICAuDi4oLatWsjPj4eV69elb2WvLw8TJ06FfXq1YOLiwvq1q2L999/H3l5eRAEQT+LU+T69euYPn06nnnmGVSrVg3Ozs6oXr06Bg4ciN9++82g7NSpU1G3bl0AwMqVKw3+rFoUHlFSDPSFCxcwZMgQ1KhRQ3+eIUOGyF774/c/OTkZUVFRcHd3h5+fH1588UVcu3ZN9vqNtW/fHsOGDQMADBs2zKDPcn+CVnquojjP/Px8TJ8+HWFhYXBxcTEIbTl27Bj69u2LwMBA/WuXkJCA9PT0YtuTU1IIyo4dO/DMM8/Aw8MDfn5+6N27N86ePVvqn9kvXbqEF198Ef7+/nB1dUXz5s2xdetW2bIlKTpXcHAwnJ2dUbVqVQwcOBDnzp2TlH28T8uWLUOTJk3g6uqKqlWrIj4+Hrdv35bUOXnyJAYMGIA6derAxcUFAQEBaNasGcaOHYuCggKDsg8fPkRiYiJatmwJb29vuLu746mnnsLixYuh0+kk118UinTx4kXExsaiSpUq8PLyQpcuXXDq1CkAwI0bNxAfH4+goCC4uroiMjISKSkpJd6TlStX4qmnnoKbmxsCAwPxyiuv4K+//lJ1X3fs2IHu3bvD398fLi4ueOKJJzB+/HhkZ2crqr9s2TIIgoDPP//c4PiKFSsgCALc3d2Rl5dn8FyLFi3g6uqK3NxcAPLhWoIgYOXKlQCAunXr6j9LcoPXhw8fYvbs2QgNDYWLiwuCg4PxzjvvID8/X/mNKEGtWrUQFhYG4NHrVJqS4tRLCk27f/8+/vWvfyEiIgIeHh7w9PREq1at8PXXX0vKiqKIlStXonXr1ggICICrqyuCg4PRtWtXfPPNNwD+9x35559/4s8//zT4TjI+v6mfL7nrMtdn3lJ0VnqQepyBphKJ//3TjvEgZt68edi5cyd69OiB6Oho/S/5P/74A23atMH169fRoUMHDBgwAFeuXMH69euxbds2bNiwAc8//7zkPBs3bsT333+PF154Ae3bt8fx48exYcMGpKSk4MCBA/pfCEVlly5diujoaLRu3RrOzs44ffo0vvjiC2zZsgVHjx41+HOdKIro27cvtm3bhtDQUIwcORIFBQVISkrC6dOnZa977969mDNnDqKjo9G3b194enriwoULSE5OxnfffYeff/4ZTz75JIBHg7zs7Gx8/PHHePLJJ9G7d299OxERESXe3yNHjqBTp064e/cuevbsiUaNGuHs2bNYtWoVNm/ejB9//BGRkZGSeomJifjuu+/Qs2dPtGvXDocOHcI333yDEydO4Pjx43BxcSnxvEOHDoWPjw82b96MXr16GfTTx8enzOfq27cvjhw5gueeew69e/dGYGAgAGDr1q3o27cvRFFEbGwsateujWPHjmHJkiXYvHkz9u/fr//HiKnWrl2LgQMHwtXVFf369UNQUBAOHDiAVq1a6V8zOX/++SeioqJQr149DB48GFlZWfjmm2/Qq1cv/Pjjj4iOjlZ0/n//+9/o06cPCgoK0KNHD4SEhODq1avYuHEjtm3bhpSUFDRr1kxSb8KECdixYwd69OiBLl26ICUlBZ9//jnS0tLw008/6cudPHkSLVq0gCAI6NmzJ+rWrYs7d+4gLS0NiYmJmDlzJpycnABA34cdO3YgLCxMf19SUlIwatQoHDp0CF999ZWkL5cuXUKLFi3QsGFD/SDj22+/Rfv27XHw4EF069YN3t7e6N+/P7KysrB27Vo899xzOH/+PGrVqiVpb8GCBfjhhx/Qv39/dOvWDfv378eKFSuwe/duHDp0CAEBAaXe12nTpmHq1Knw8/PD888/j8DAQJw8eRIfffQRtm/fjoMHD8Lb27vENjp27Ajg0V/Xhg8frj++a9cuAEBubi4OHjyo/wf17du3cezYMTz77LNwc3Mrtt0pU6Zg06ZNOHHiBMaMGaP/DBl/lgBg4MCB2LdvH5577jl4e3tj+/bt+PDDD5GRkYEVK1aUeh9Kc+XKFZw7dw5eXl4G35vmlJ2djQ4dOiA1NRXNmjXDK6+8Ap1Ohx07dmDgwIE4ffo0Zs6cqS8/adIk/Otf/0LdunXRr18/VK5cGenp6Thy5AjWr1+P/v37o06dOpgyZQoWLlwIABg7dqy+/uPfT6Z+vuSY6zNPdkokuwdAlHsr7Ny5UxQEQRQEQbx06ZIoiqI4ZcoUEYDo7u4u/vrrr5I6Xbp0EQGIM2fONDj+888/i46OjqKfn5949+5d/fEVK1boz79lyxaDOgsXLhQBiB06dDA4fvXqVfHBgweSc+/YsUN0cHAQ33jjDYPjX375pQhAfPbZZ8W8vDz98Vu3bolhYWEiALFdu3YGdf7++2/xzp07knMcP35c9PDwELt162Zw/I8//hABiC+//LKkjiiKYkpKighAnDJliv6YTqcTGzRoIAIQV61aZVB+7dq1IgAxLCxMLCws1B8vuv9eXl7iyZMnDeoMGDBABCB+8803sn0wVnTvV6xYIfu8Kedq166dCEBs0qSJeOPGDYPn7t69K/r5+YkODg7i3r17DZ6bM2eOCEDs3LmzbHtK+3/nzh3Rx8dHdHZ2Fo8fP25Q/p133tG/1/744w/98aLXDoA4depUgzr//ve/RQDic889J9sHY1lZWaKPj49YpUoV8fTp0wbP/ec//xE9PDzEp556yuD4yy+/LAIQg4ODxT///FN/vKCgQHz22WdFAOKhQ4f0x998800RgLhp0ybZ88u9X0aOHCk+fPhQf/zhw4fiK6+8Imnn8Xth/BmePn26CED09fUVX3/9dYPzFH3Gxo4da1Cn6PxOTk6S74uxY8eKAMRXXnnF4Ljca/7TTz+JAMRWrVqJt27dMniu6H1gfO7i1KpVSwwICBB1Op3+WFBQkNihQwfRwcFBfP/99/XHN23aJAIQp0+frj9W3Ge96HV8/L0ld13NmjUTMzMz9cdzcnLEJ554QnRwcBDT09MVXUPRfW3Xrp04ZcoUccqUKeKkSZPEoUOHin5+fqKfn5+4YcMGSb3atWuLtWvXlm0rJSVFUr60a/3ggw8Mjufm5opdu3YVBUEQU1NT9cf9/PzEGjVqiPfu3ZOcw/h7Qq6PRcry+bLUZ95STp06JQIQd+6qIl6+Ws2ij527qogAxFOnTtn0mssbhnCQ3tSpUzF16lRMmjQJsbGx6NatG0RRxNixY1G7dm2DsvHx8XjqqacMjl29ehU//PADatWqhQkTJhg817p1awwYMABZWVnYuHGj5NwdOnSQzEyPHDkSTzzxBH766Sf8+eef+uM1atSQnfXs0qULGjdujB07dhgcL/rT6syZM+Hs7Kw/7uPjg8mTJ8vei8DAQHh5eUmOP/nkk+jQoQNSUlIkfypX68CBAzh79ixatWqFl156yeC5/v37o02bNjh37hz2798vqTt69Gg0adLE4FjRjNrhw4fL1C9znGvGjBmShMnNmzcjKysL/fv3x7PPPmvw3FtvvYU6depg586duHz5ssl93bx5M7Kzs/HSSy9JZpvff/992RnBIrVr18b7779vcKxr166oVauW4nv65ZdfIjs7G9OmTUOjRo0MngsPD8fw4cORmpoqCQMCgH/+858Gs7eVKlXSh9nInV9uRtTX1xcODo++1nU6HRYtWoRq1aphwYIFcHR01JdzdHTEvHnzIAiCbKJZnTp18O677xoce/nllwE8CoeaO3eu/jzAo1nVSpUq4fjx45K2AGDw4MGS74upU6eicuXKWLNmjSRswtgnn3wCAPj8888lr+HQoUMRERGhOGGuQ4cOuHHjBv7zn/8AAH777Tekp6cjNjYWzZo1089GA/+bmS6auTaHDz74AH5+fvqfPTw88NJLL0Gn0+Ho0aOq2tqzZw+mTZuGadOmYdasWUhKSsKdO3fQr18/REVFma3Pj8vMzMSqVavQvHlzyfe8q6srPvjgA4iiKFnBycnJyeA9WERNYnVZPl9yzPGZJ/vFEA7SmzZtGoBH4Ro+Pj549tln8eqrr2LQoEGSsnJfzqmpqQCAZ599Vv8n5Md16NABq1atQmpqKoYMGWLwXLt27STlHR0d0aZNG1y8eBGpqan6Qbwoili9ejWSkpJw4sQJ3Lp1C4WFhfp6jw+Si/rl4OCA1q1bS87Rpk0bybEi27Ztw9KlS3H06FHcvHlTsizUzZs3y5Sc8uuvvwJ4dF/kdOjQAfv370dqairatm1r8Fzz5s0l5YODgwEAt27dMrlPckw5l9z7o6TrrVSpEtq2bYtLly4hNTVVNgxAiaL3oNzr6unpiYiIiGLXJI6IiJD9BR8cHIyDBw8qOn9RuRMnTsjGu58/fx4AcObMGckAQOl97t+/Pz7++GP07t0bsbGx6NSpE5555hk88cQTknNlZWUhNDTU4M/pj3Nzc8OZM2ckx+XuRfXq1QEA9evXl/zj0tHREVWrVi02B0Hu8125cmVERERgz549OHPmTInhTgcPHoSTkxPWr1+P9evXS57Pz8/HjRs3kJmZiSpVqhTbDvDo/ZeUlIRdu3ahadOm+vCYjh074tKlS5g/fz7u3r0LLy8v/PTTT/D09DTrYNScn90pU6bo32c6nQ7p6enYtGkT3nrrLWzatAmHDx/Wt20uR44cQWFhYbE5HUUTC4+/r1566SUsWrQIjRo1Qr9+/dCuXTu0atVK9UomZfl8yTHHZ97SdCJQaOFFMnRchMMkHECTnqhiKZtq1apJjhXFQRc3qCw6LpfwU7Vq1RLP83gi1ZtvvomFCxciKCgIXbt2RY0aNfSzcUlJSQaz1UV1/fz8UKmS9O1e3Hk//vhjjB07Fr6+vujcuTNq1aoFd3d3CIKgj3UsbdasNGW5X3IzqUXX9/g/JszBlHOZ+/2hVNE5intdizsOyF8n8OhajZPtipOZmQkAkiQ1Yzk5OYrOL3efo6KisG/fPsyaNQvJycn6GOawsDBMmTIFAwYMMOjLhQsX9P84VtoXuYFNUV+KG/RUqlSp2L/KqPl8y8nMzMTDhw9LvA7g0bWUNoB+PA563Lhx2LVrF2rWrIn69eujY8eO+PDDD7Fnzx40b94cp0+fRvfu3WW/O0xlqc+ug4MDatSogREjRiA9PR2zZs3CzJkzsWzZMpPblFP0vjpy5Ig+uVzO4++rBQsWoF69elixYgXmzJmDOXPmoFKlSujevTvmzZuHkJAQVec25fMlxxyfebJfHECTSeRWRij6xVpcZn3RKgtyv4D//vtv2TpFbRXVycjIwCeffILw8HAcOHBAMhMmlwHu7e2NrKwsPHz4UPKLUO68Dx8+xNSpU1GtWjX8+uuvkgGfuWYmynK/tM5c74+iMAG5105uoF2URFbc+6m44+ZS1PcTJ06gadOmFjtPq1atsHXrVuTl5eHYsWP497//jUWLFmHgwIEICAhAp06d9H154YUXZMOmrEnp57s4lStXhk6nQ1ZWVpn7Ur16dYSFhWHv3r3Iy8vD7t270atXLwCP/nLh7OyMH3/8EXfu3AFQ/F+ItKxFixYAlIVzPf4ZMyb3GSt6rcaNG6d4fwBHR0eMHTsWY8eORUZGBvbv34+1a9di/fr1OH36NE6fPl1q4vPj57b050tLrLFKBv+pYBrGQJPZFMU47t+/X/bLuGiZK7kM6T179kiOFRYW6uN/i9r+/fffodPp0KVLF8ng+erVq/j9999l+6XT6XDgwAHJc3LxxTdv3kR2djZat24tGTzn5OToQxEeV/RnQDUzSEXXVFxIQUn3yxxM6XNZlHS9Dx8+xL59+wAYXq+vry+ARysLGJOLF338PWgsJyen2Bhdc2nZsiUA6K/F0lxcXNC6dWtMnz5dHye8efNmAECDBg3g4+ODX375pczx+mUl9/m+ffs2jh8/DldXVzRs2LDE+i1btsStW7eKXTVHrY4dO+Lu3btYsmQJsrOz9bPS7u7uaNmyJXbt2mUQ2qGEtT9PJSkKBVEyi6r2MxYVFQUHBweT3+OBgYHo06cP1q1bhw4dOuDixYv65RGBR/exuHto7c8XUUk4gCazqVmzJjp37oxLly7plyIqcujQIaxZswa+vr544YUXJHV/+uknydqbixcvxsWLFxEdHa2Pfy5aV3X//v0GX7I5OTkYPny47MC9KN76/fffN1hr9fbt25gxY4akfGBgINzd3XHs2DGDPwUWFBRgzJgxuHnzpqSOr68vBEFQlQD3zDPPICwsDPv370dycrLBc8nJydi3bx/q169fYpx2WRT9qbssSXtq9O7dG35+fvj666/xyy+/GDy3cOFC/PHHH+jUqZNB/HNR7Knxn2x37dol+9eGXr16oXLlyli9ejVOnDhh8NzMmTPLFB6ixLBhw+Dj44Np06bJzv7pdLpi/8Gk1IEDB/RrEj+uaJbX3d0dwKM/Q48aNQrp6ekYPXq0bJ309HTFCVdl8dVXX+nj04tMnToVt2/fxoABA0qdfRw3bhyAR8mr169flzx/7949yXuqJEWzyv/6178AGA6SO3TogFOnTuG7775DlSpVSlz68HHW/jwVJy8vD4mJiQAgWd9eTtFnbMWKFQbfn1euXMH06dMl5QMDA/HSSy/h6NGjmDFjhuxg9+LFi/jjjz/0/fn5558lZQoKCvR/USh6zwKP7uONGzdk36/W+HxpjQ4CCi380EF+rX0qGUM4yKyWLl2KZ555BuPHj8cPP/yA5s2b69eBdnBwwIoVK2RXt+jRowdeeOEFvPDCCwgJCcHx48fx/fffw8/PT//LAHgUM/niiy9i7dq1iIiIQJcuXXD79m3s3LkTrq6uiIiIkMwyDhkyBGvXrsW///1vhIeHo2fPnigoKMCGDRsQGRmJc+fOGawo4ODggNGjR2POnDlo0qQJevXqhfz8fKSkpCArKwvR0dGSTSM8PT3RokUL7Nu3Dy+99BLq168PR0dH9OzZs9g/NRZtvtC5c2f0798fvXr1QoMGDXDu3Dls2rQJXl5e+PLLLw36Zk6tWrWCu7s7Fi5ciMzMTH086qhRoywSNuLp6Yn/+7//Q1xcHNq1a4e4uDjUqlULx44dww8//IBq1apJ4jWHDRuGuXPn4l//+hdOnDiBRo0a4fz58/o1wzds2GBQ3tvbG59++ikGDx6M1q1bG6wDfeLECbRr1w579uyx2D2tUqUKkpOT8cILL6Bly5bo2LEjGjduDEEQcOXKFRw8eBCZmZl48OCByef48MMP8dNPP+HZZ59F3bp14enpidOnT+P777+Hr68v4uPj9WUnT56MEydOYOnSpdiyZQs6dOiAGjVqICMjAxcuXMDPP/+MWbNmKUq4KovnnnsOzzzzjP712L9/P/bv3486depgzpw5pdbv2LEj5syZg/feew+hoaHo3r076tati5ycHPz555/Ys2cP2rRpg3//+9+K+hMdHQ0HBwdkZGSgQYMG+gTJonNNnToVN27cQGxsbLEb+cj1ce7cuRg+fDj69u0LLy8v+Pj4YOTIkYrqm2L37t36ZDpRFJGeno7vv/8eV69eRb169TBp0qRS22jRogXatm2LvXv3IioqCh06dMDff/+NLVu2oGvXrrIz04sXL8aFCxfwz3/+E1999RXatGmDqlWr4vr16zhz5gyOHDmCr7/+GnXr1kVubi7atGmDkJAQPP3006hduzYePHiAnTt34syZM+jZs6fBXyA6duyII0eOoFu3bmjbti1cXFzw5JNPokePHlb5fBEpZtNF9EgTUMw60HJKWjO0yNWrV8U33nhDrFWrlujk5CRWqVJF7NWrl3j48GFJ2cfX8t2yZYvYsmVL0d3dXaxcubLYp08f8dy5c5I69+7dEydOnCg+8cQToouLi1izZk0xISFBvHnzZrHrBufm5oqTJ08W69SpIzo7O4u1a9cWJ06cKF69elUEIPbq1cugfEFBgThv3jyxYcOGoqurq1i1alVx0KBB4qVLl4pd7/XChQvi888/L/r5+YmCIBisUSy3DnSRs2fPioMGDRKrVasmVqpUSaxWrZr40ksviWfPnlV1/0tbi1rO999/L7Zs2VL08PCQrJFsyrlKWre5yOHDh8XevXuL/v7+opOTkxgcHCy+8cYb4rVr12TLnzp1SnzuuedET09P0cPDQ2zXrp24e/fuEtex3r59u9iqVSvRzc1N9PHxEXv27CmeOXNGjImJEQEYrCVc2n1Tck3G/vjjD3HEiBFiSEiI6OLiInp5eYlhYWHioEGDxG+//dagbEnrB8u9b3bs2CEOHTpUbNiwoejt7S26u7uL9evXF0eNGqVfr/1xOp1O/PLLL8UOHTqIvr6+opOTk1i9enXxmWeeEWfNmiVevnxZ8b2AzJrpRUpbY3jFihXik08+Kbq6uor+/v7i0KFDxevXr0vaKel+79u3T4yLixODgoJEJycn0d/fX3zyySfFcePGiUeOHJGtU5xmzZqJAMSEhASD4/n5+frPQ2JioqReSfdo3rx5YoMGDURnZ2cRgMH9ULumeUmK7qvxw93dXWzatKk4adIkyXrZolj8Gsu3bt0SX3vtNTEgIEB0dnYWGzduLC5btqzEa83LyxMXLVoktmrVSvT29hadnZ3F4OBgsUOHDuKCBQvEmzdviqL46H5+8MEHYrdu3cTg4GDRxcVF9Pf3F1u0aCEuWbLEYG1+UXy0LvYbb7wh1qhRQ3R0dJQ9f1k/X5b4zJtb0TrQW3b6i2cvB1n0sWWnP9eBNoEgiiqWXiAys6SkJAwbNgwrVqyQ3S7W0nbu3IkuXbrg3Xff1f85lyqmwsJC1KtXD/n5+bLbhhMRacXp06cRHh6OLTv9ERomXRbWnC6cK0CPzjdx6tQpNG7c2KLnqkgYA012QS5uMjMzU79ZhFxcNpVP2dnZuH//vsExURQxc+ZMXL58ma81ERGVGWOgyS68+eabOHHiBFq3bo2AgABcvXoV33//PbKysvD6669bbNcusr5ffvkF/fv3R5cuXVCnTh3k5OTgl19+wfHjxxEcHCy7AQMRkRYVJRFa+hykHgfQZBf69OmjT4zJzs6Gq6srGjdujFdffRWvvvqqrbtHZhQWFobnn38eP//8M7Zv346HDx+iZs2aGD16NCZOnIjAwEBbd5GIiMo5xkATERERaUhRDPTGnYEIsXAMdNq5AvTpnMEYaJUYA01EREREpAJDOIiIiIg0SAcBOpEx0FpkVzPQeXl5eOedd1C9enW4ubmhRYsW2Llzp6K6165dQ79+/eDj4wNvb2/06tVLdttoAFi+fDkaNmwIV1dXhIaGYtGiRWVus8j+/fshCAIEQZDdEY+IiIiILMuuBtBDhw7F/Pnz8dJLL+Hjjz+Go6Mjunfvjv3795dYLycnB9HR0dizZw8mTpyIadOmITU1Fe3atUNmZqZB2WXLluG1115D48aNsWjRIrRq1QqjR4/GBx98YHKbRXQ6HUaNGgUPD4+y3QgiIiLSPG7lrV12E8Jx+PBhrF27FnPnzsXbb78N4NEWz+Hh4ZgwYQIOHDhQbN3ExERcuHABhw8fRmRkJIBHW9OGh4dj3rx5mD17NgAgNzcXkyZNQkxMDJKTkwEAw4cPh06nw4wZMxAfHw9fX19VbT7us88+w5UrV/Daa6/h448/NvleZGdnY8+ePQgODoaLi4vJ7RAREVV0eXl5uHLlCtq1awcfHx9bd4c0wm4G0MnJyXB0dER8fLz+mKurK1599VVMnDgRV65cQXBwcLF1IyMj9QNdAGjQoAE6duyIdevW6Qe7KSkpyMzMREJCgkH9ESNGYPXq1di2bRsGDRqkqs0iWVlZeP/99zF9+nRkZGSU6V7s2bMHvXv3LlMbRERE9mTTpk3o1auXVc/5aJbYssECll5nuqKymwF0amoq6tevD29vb4PjRRtoFG2yYEyn0+HkyZN45ZVXJM9FRUXhhx9+wN27d+Hl5YXU1FQAQPPmzQ3KPf3003BwcEBqaioGDRqkqs0ikydPRrVq1fD6669jxowZ6m/AY4qusylawR2eZWpLllD6h11wkH5gRZ2CFRVFnSk9IiKiis74d4+Zfl/cRw5O4mCxk2xkn+xmAJ2eno6goCDJ8aJjcls9A49mfvPy8kqtGxYWhvT0dDg6Oko2anB2dkaVKlX051DTJgCcPHkSy5Ytw/bt2+Ho6Kj0kgEAGRkZuHHjhsGxK1euAADc4QlPobKq9hRRMoAWZAbQgpIlyTmAJiIiGZLfPWb6ffHfX022CHkURcuvwiFauP2Kym4G0Lm5ubJvfldXV/3zxdUD5D84xnVzc3Ph7Ows246rq6tBOaVtAsDo0aPx3HPPoUuXLrJtlyQxMRHTpk1TXY+IiIiI5NnNANrNzQ15eXmS4w8ePNA/X1w9AIrqurm5IT8/X7adBw8eGJRT2uY333yDAwcO4NSpU8VcWckSEhIQFxdncCwtLY0x0ERERBpXtFKGpc9B6tnNADooKAjXrl2THE9PTwcAVK9eXbaen58fXFxc9OVKqhsUFITCwkJkZGQYhHHk5+cjMzNTX05Nm+PHj0dcXBycnZ1x6dIlAI9W0QAehWLk5+cX23cACAwMlISUaIGieOdHBS3bESIiqpjkwgn5O4XMxG7WgY6IiMD58+dx584dg+OHDh3SPy/HwcEBTZo0wdGjRyXPHTp0CPXq1dMn+xW1YVz26NGj0Ol0+ufVtHnlyhWsWbMGdevW1T+KlrBr1qwZunfvruwGEBEREZFZ2M0AOjY2FoWFhfjss8/0x/Ly8rBixQq0aNFCn117+fJlnD17VlL3yJEjBgPec+fO4aeffjIIj+jQoQP8/PywZMkSg/pLliyBu7s7YmJiVLf57bffSh79+/cHAHz55ZdYsGBBWW4LERERaZROdEChhR860W6GgmZlNyEcLVq0QFxcHN577z1kZGQgJCQEK1euxKVLl7B8+XJ9uSFDhmDPnj0Qxf+FGCQkJODzzz9HTEwM3n77bTg5OWH+/PmoWrUq3nrrLX05Nzc3zJgxAyNGjEBcXBy6du2Kffv2YdWqVZg1axb8/PxUtykXq3z8+HEAjzZe8ff3N+NdIiIiIqLS2M0AGng0Yzt58mR89dVXuHXrFpo2bYqtW7eibdu2Jdbz8vLC7t27MW7cOMycORM6nQ7t27fHggULEBAQYFA2ISEBTk5OmDdvHr777jsEBwdjwYIFGDNmjMltEhERkf3RQYDOwsEC3MrbNIL4+FQr2YXTp08jPDwcLdHZPOtAK1j3WREmdxARkaks9LsoR7yNX7ATp06dQuPGjc1zjlIU/Z5esaMW6ta37PrTf5zPw7Cul616fRWBXc1AExEREZUXOissY8cZaNMwcpyIiIiISAXOQBMRERFpUNFKGZY+B6nHATSpoyTGjLHMRERkKlv/npGc3wFgthgZ4QCaiIiISIMercLBGGgt4rw9EREREZEKnIEmIiIi0qBHq3BwHWgt4gw0EREREZEKnIGm4sklcjBBkIiILEnJ7xlzbZqicTorrMKh4yocJuFdIyIiIiJSgTPQRERERBqkgwN0Fo+B5lyqKXjXiIiIiIhU4ACaiIiIiEgFhnDQ/xgnZZgzYdDWO0sREVHFIff7ogImFhaKQKFo2WXmCrnLokkq3ruNiIiIiMiCOANNREREpEE6OFhhIxXOpZqCd42IiIiISAXOQNszwcEwZowxyEREVF4Z/w4zdTMwDcVS6+Bg8Y1OOANtGt41IiIiIiIVOIAmIiIi0iAdBBT+Nw7aUg8dzLPKx6xZsyAIAsLDw83SntZxAE1EREREJrt69Spmz54NDw8PW3fFahgDTURERKRBhaJghXWgy97+22+/jZYtW6KwsBA3b940Q6+0jzPQ9kzUGT7MpSg58fGH8bnkHkSkjPHni4ikTP09w99PquzduxfJyclYuHChrbtiVZyBJiIiItIgEQ4WXyVDLEP7hYWFGDVqFF577TU0adLEjL3SPg6giYiIiOxcWlqa5FhAQAACAwOLrbN06VL8+eef+PHHHy3ZNU3iAJqIiIhIgwpFBxRaeB3oovZ79+4teW7KlCmYOnWqbL3MzEz885//xOTJkxEQEGDBHmoTB9BkfowXIzIfJTHOSsrwc0lEJdi0aRNCQkIMjpU0MH7//ffh5+eHUaNGWbprmsQBNBEREZGdCwkJQePGjRWVvXDhAj777DMsXLgQ169f1x9/8OABCgoKcOnSJXh7e8PPz89S3bU5DqCJiIiINEgHmG2jk5LOoda1a9eg0+kwevRojB49WvJ83bp1MWbMmAq9MgcH0ERERESkWHh4OL799lvJ8ffffx93797Fxx9/jCeeeMIGPbMeDqCJiIiINEhnhSRCnQnt+/v7yyYdFs04yz1X0XAATerIJSsxOYnIcuQ+X0waJCKyKQ6giYiIiDSoEA4otPBGKuZsf/fu3WZrS+u4BywRERERkQqcgSYiIiLSIFEUoBMtuwqHaOH2KyrOQBMRERERqcAZaCoeEwaJtImfQyK7UAjBCjHQnIE2BWegiYiIiIhU4Aw0ERERkQaJooNJ6zSrPQepx7tGRERERKQCZ6Dpf5RszkBERBWb8e8CxtzbzKMYaMvGKDMG2jQcMRERERERqcABNBERERGRCnY1gM7Ly8M777yD6tWrw83NDS1atMDOnTsV1b127Rr69esHHx8feHt7o1evXvj9999lyy5fvhwNGzaEq6srQkNDsWjRIpPbzM3Nxauvvorw8HBUrlwZnp6eePLJJ/Hxxx+joKBA3Q0gIiKickMHAbr/JhJa7MEQDpPYVQz00KFDkZycjLFjxyI0NBRJSUno3r07UlJS0KZNm2Lr5eTkIDo6Grdv38bEiRPh5OSEBQsWoF27djh+/DiqVKmiL7ts2TK88cYb6Nu3L958803s27cPo0ePxv379/HOO++objM3NxenT59G9+7dUadOHTg4OODAgQMYN24cDh06hDVr1ljuhhERERGRhN0MoA8fPoy1a9di7ty5ePvttwEAQ4YMQXh4OCZMmIADBw4UWzcxMREXLlzA4cOHERkZCQB47rnnEB4ejnnz5mH27NkAHg12J02ahJiYGCQnJwMAhg8fDp1OhxkzZiA+Ph6+vr6q2vTz88Mvv/xi0J833ngDlStXxuLFizF//nxUq1bNPDeJiSL2xdSkUb5PiOyL0u8KfjeYnc4KSYScgTaN3YRwJCcnw9HREfHx8fpjrq6uePXVV3Hw4EFcuXKlxLqRkZH6gS4ANGjQAB07dsS6dev0x1JSUpCZmYmEhASD+iNGjMC9e/ewbds21W0Wp06dOgCA7OzsUssSERERkfnYzQA6NTUV9evXh7e3t8HxqKgoAMDx48dl6+l0Opw8eRLNmzeXPBcVFYWLFy/i7t27+nMAkJR9+umn4eDgoH9eTZtF8vPzcfPmTVy5cgXffvstPvroI9SuXRshISEKrp6IiIjKG4vHP1tho5aKym5CONLT0xEUFCQ5XnTs+vXrsvWysrKQl5dXat2wsDCkp6fD0dERgYGBBuWcnZ1RpUoV/TnUtFlk48aNGDBggP7n5s2b4//+7/9QqVLJL2FGRgZu3LhhcCwtLa3EOkRERERUPLsZQOfm5sLFxUVy3NXVVf98cfUAKKqbm5sLZ2dn2XZcXV0Nyilts0h0dDR27tyJ7Oxs7Nq1CydOnMC9e/dkz/W4xMRETJs2rdRyVMGYa1McxjQS2R/jzz032bIZneiAQgvPEHMG2jR2M4B2c3NDXl6e5PiDBw/0zxdXD4Cium5ubsjPz5dt58GDBwbllLZZpGrVqqhatSoAIDY2FrNnz0bnzp1x4cKFEpMIExISEBcXZ3AsLS0NvXv3LrYOERERERXPbv7ZERQUhPT0dMnxomPVq1eXrefn5wcXFxdFdYOCglBYWIiMjAyDcvn5+cjMzNSXU9NmcWJjY5GTk4PNmzeXWC4wMBCNGzc2eDBumoiISPt0+O9a0BZ9kCnsZgAdERGB8+fP486dOwbHDx06pH9ejoODA5o0aYKjR49Knjt06BDq1asHLy8vgzaMyx49ehQ6nU7/vJo2i1MU4nH79u0SyxERERGRednNADo2NhaFhYX47LPP9Mfy8vKwYsUKtGjRAsHBwQCAy5cv4+zZs5K6R44cMRjwnjt3Dj/99JNBeESHDh3g5+eHJUuWGNRfsmQJ3N3dERMTo7rNmzdvQhRFyfV88cUXAKQrfhAREVHFUBQDbckHY6BNYzcx0C1atEBcXBzee+89ZGRkICQkBCtXrsSlS5ewfPlyfbkhQ4Zgz549BoPWhIQEfP7554iJicHbb78NJycnzJ8/H1WrVsVbb72lL+fm5oYZM2ZgxIgRiIuLQ9euXbFv3z6sWrUKs2bNgp+fn+o2V61ahaVLl6J3796oV68e7t69ix07dmDnzp3o0aMHOnToYOE7RyZRknRjrgQ9cyb4MGmw4qjIG+VU5GvTIrn7xsRCsnN2M4AGgC+//BKTJ0/GV199hVu3bqFp06bYunUr2rZtW2I9Ly8v7N69G+PGjcPMmTOh0+nQvn17LFiwAAEBAQZlExIS4OTkhHnz5uG7775DcHAwFixYgDFjxpjUZps2bXDgwAF8/fXX+Pvvv1GpUiWEhYVh/vz5GDVqlPluDhEREWmKThSgEy28E6GF26+oBFEuPoAqtNOnTyM8PBwt0RmeQmVbd6di4gw02VpFnqWtyNdWXsi9BhX0/uaIt/ELduLUqVNo3LixVc5Z9Ht6+IaOCAjxLr1CGdxIu4PP++6y6vVVBHY1A01ERERUXhTCAYUWTlezdPsVFe8aEREREZEKnIEmKitrJ9Nwl0GyJOP3V0V6n9hR2IHF8b6RneMAmoiIiEiDRNHySX7MhDMNQziIiIiIiFTgDDQRERGRBungAJ2F5zot3X5FxQE0kTWYGi8oE7MpOJT+5zxRx7/JUQVmzo09bB3zzSX5iMolDqCJiIiINEgHAYWW3kgF3EjFFJy3JyIiIiJSgTPQRERERBrErby1izPQREREREQqcAaaqKzMmCAoLWLBmQETExTlKEparChJT0qTviry9Wrx2oz7ZK6kQiXnsgVbJz+SVTyagbbwKhycgTYJZ6CJiIiIiFTgDDQRERGRBukgoNDCq2RwFQ7TcAaaiIiIiEgFzkATWYOSeGMzbqhgatumbtIiOOhKLVNumfq6VGTmuieWjNtVuNmKaXH/jjKnk3nPK7k+BbHbcn2UnK+8xKqTKlyFQ7v4m4GIiIiISAUOoImIiIiIVGAIBxEREZEG6UQHKyxjx7lUU/CuERERERGpwBloorIydUMUcyVimZqgqCR5SjYZsLD0evaWvKTF6zXXxiKWZO1NaWTaEXWGfRAcpQmCShgn0sq1bep1yCfuCqWW4WYr5Z8Iyy8zV4FSvq1Kg9+oRERERETaxRloIiIiIg0qFAUUWniZOUu3X1FxBpqIiIiISAXOQBMRERFpkAjLr8Ihci7VJBxAE6lh6o5+ZkzgMilBUFD4JzrRKJ1ELulINhGrAqehVJTEK3Neh7UTEq2ZDKdgB0P53Qtlkg8Fw8+FKJd/a3w+hTsoVujPHFE5wAE0ERERkQZxK2/t4rw9EREREZEKnIEmIiIi0iAdBIuvA23p9isqDqCJysiSm6Qoalu2jIIvRON4ZwAoNAzSFAulQZuysZcVJU6YlDH19bbg5kEm98monmTzE0g3SZEvI/3MSY9J46QlcdEK8w5kTmZaGX52iUzCATQRERGRBomi5WOU5eZSqHSMgSYiIiIiUoEDaCIiIiIiFRjCQURERKRBOtHyG6lYuv2KigNoopIo2kDBXKdSmIxoVE5wlElM0hlvzlB6wiAgTRqUSyIkMpm5kuFMrafk/LIbBRl/D8i1I7ORihFFG7DIxLsq+hwyGZDIqjiAJiIiItIgbqSiXZy3JyIiIiJSgTPQRERERBokWmEjFZEbqZiEA2iiIuba5AGQxiPKtC2Jh1QQ7wzIxzxLz28U86wg3rm4YyYxVzyqtZnzPWDM2tdbXl8DuT4puBZl+Qly+QLqF8GVryP97Eg+q7LfAwo2aZH5yDM/gci2OIAmIiIi0iDGQGsXY6CJiIiIiFTgDDQRERGRBulg+RliDQZylQucgSYiIiIiUsGuBtB5eXl45513UL16dbi5uaFFixbYuXOnorrXrl1Dv3794OPjA29vb/Tq1Qu///67bNnly5ejYcOGcHV1RWhoKBYtWmRym1euXMG0adMQFRUFX19f+Pv7o3379vjxxx/VXbwcwcHwQaUSdaLkYTLj++8ofQiOjpKHpE+FhZIHjB5yZRRdi3EflT7KC6N+Cw6C2R62vA7Fr0F5eS1FneFDtoiCz6XM9Uk+Yya+lnKfJ8nn0vg6RJ2i92C5eZ3I7MT/xkBb8iEyBtokdvWpGzp0KObPn4+XXnoJH3/8MRwdHdG9e3fs37+/xHo5OTmIjo7Gnj17MHHiREybNg2pqalo164dMjMzDcouW7YMr732Gho3boxFixahVatWGD16ND744AOT2ty8eTM++OADhISEYObMmZg8eTLu3r2Lzp07Y8WKFea7OURERESkiN3EQB8+fBhr167F3Llz8fbbbwMAhgwZgvDwcEyYMAEHDhwotm5iYiIuXLiAw4cPIzIyEgDw3HPPITw8HPPmzcPs2bMBALm5uZg0aRJiYmKQnJwMABg+fDh0Oh1mzJiB+Ph4+Pr6qmozOjoaly9fhr+/v74/b7zxBiIiIvDPf/4Tw4YNM/OdIiIiIi3gKhzaZTcz0MnJyXB0dER8fLz+mKurK1599VUcPHgQV65cKbFuZGSkfqALAA0aNEDHjh2xbt06/bGUlBRkZmYiISHBoP6IESNw7949bNu2TXWbjRs3Nhg8A4CLiwu6d++Oq1ev4u7duyruAhERERGVld0MoFNTU1G/fn14e3sbHI+KigIAHD9+XLaeTqfDyZMn0bx5c8lzUVFRuHjxon4Qm5qaCgCSsk8//TQcHBz0z6tpszh//fUX3N3d4e7uXmI5IiIiKp90/92J0NIPUs9uQjjS09MRFBQkOV507Pr167L1srKykJeXV2rdsLAwpKenw9HREYGBgQblnJ2dUaVKFf051LQpJy0tDRs3bkRcXBwcS9mVLiMjAzdu3JDUJwszSuqR3T1QQXKSqJNJmDJhl0GlyY6KdjlUQPZ8tt71jolWFYeC3Qrl3oNyO/qV1o5sPZnzy51Pekxut0IF53eQ++wYVhTlNia09WeOqAKzmwF0bm4uXFxcJMddXV31zxdXD4Ciurm5uXB2dpZtx9XV1aCc0jaN3b9/H3FxcXBzc8OcOXNkyzwuMTER06ZNK7UcERERESljNwNoNzc35OXlSY4/ePBA/3xx9QAoquvm5ob8/HzZdh48eGBQTmmbjyssLMSLL76I3377Dd9//z2qV68ue67HJSQkIC4uzuBYWloaevfuXWpdIiIish3RCkmEXMbONHYzgA4KCsK1a9ckx9PT0wGg2MGon58fXFxc9OVKqhsUFITCwkJkZGQYhHHk5+cjMzNTX05Nm48bPnw4tm7ditWrV6NDhw4lXm+RwMBASUgJEREREZnObgbQERERSElJwZ07dwwSCQ8dOqR/Xo6DgwOaNGmCo0ePSp47dOgQ6tWrBy8vL4M2jh49iu7du+vLHT16FDqdTv+8mjaLjB8/HitWrMDChQsxYMAAxddNKiiIq1RKsvmCXLyzoOBf/cbxzoAk5tk43hlQFvMsu0GEqXHCdh5rWaYNdczTAdueXwuM74Hce1nBZ1zJximiTlmcsvH7Qv59YvT5FWRit629MQ9pBpex0y67yaqJjY1FYWEhPvvsM/2xvLw8rFixAi1atEBwcDAA4PLlyzh79qyk7pEjRwwGvOfOncNPP/1kEB7RoUMH+Pn5YcmSJQb1lyxZAnd3d8TExKhuEwDmzp2Ljz76CBMnTsSYMWPKcBeIiIiIqKzsZga6RYsWiIuLw3vvvYeMjAyEhIRg5cqVuHTpEpYvX64vN2TIEOzZswfiYzN/CQkJ+PzzzxETE4O3334bTk5OmD9/PqpWrYq33npLX87NzQ0zZszAiBEjEBcXh65du2Lfvn1YtWoVZs2aBT8/P9Vtfvvtt5gwYQJCQ0PRsGFDrFq1yuC6OnfujKpVq1rilhEREZEN6UTLzxDb+g9o5ZXdDKAB4Msvv8TkyZPx1Vdf4datW2jatCm2bt2Ktm3blljPy8sLu3fvxrhx4zBz5kzodDq0b98eCxYsQEBAgEHZhIQEODk5Yd68efjuu+8QHByMBQsWSGaOlbZ54sQJAMCFCxcwePBgSd9SUlI4gCYiIiKyIkEU5YIsqSI7ffo0wsPD0VLoCk+h8v+eYByllIKYYLn4RMl6ynLrK1fgGOjyug60qbGmimKgbX399kZ2PeXS3/PKYqCVvb9N+hwq7Lckvlrme4DvOfPIEW/jF+zEqVOn0LhxY6ucs+j3dOTyIfCo4196hTK4d+kmjrz6pVWvryKwqxloMiLqAPALtkRKEpNMbtvol6vSX8ombJJi6YRBSR/K6S9usyYDltN7UGHIfnakxYw3MpFPEBRK/Lm4epIEQdnPjvEAvvQyxbVFRNbDATQRERGRBomiYPF1mrkOtGnsZhUOIiIiIiJz4Aw0ERERkQbpIEAHC6/CYeH2KyoOoInKSkkssYLYWqVJQOZKTFJE6fnLQzymkj6aM8a9oqjgm+sYv5+VxCDLJg7L5RkY/WlcSSyzXJw2N1ch0h4OoImIiIg0SLTCToSMgTYNp1uIiIiIiFTgAJqIiIiISAWGcBARERFpEJex0y4OoIlKYq6kMhM3H1GUsGfWzV3KwY6ClmTOa7NkQqK5+mnB3RkB6e6bmtxwR/Kel9tIRUkZJZsVyWUIKqBgAxYisi4OoImIiIg0SCfC4kmE5tyA1Z7wn7BERERERCpwBpqIiIhIgxgDrV2cgSYiIiIiUoEz0ERlZWqCj6kJe6YkpylM1tJkkpcdkUtEk31fKHkPmJhsqmQXSyWJhXL9VpKMZ/P3nILPs5LdCuXIv74OxgdKbUdVOSrXRFhhIxVu5W0SzkATEREREanAGWgiIiIiDRLFRw9Ln4PU4ww0EREREZEKnIEmsgQF8YnWjDeWjaOVL2ixPpCUsnhjhRvsaIySeF/FscS2fl+asNkKkTnoIEBn4RhlS7dfUXEGmoiIiIhIBc5AExEREWkQ14HWLs5AExERERGpwAE0EREREaly+vRpxMXFoV69enB3d4e/vz/atm2LLVu22LprVsEQDqKSKNiMwuSELmsmDdo6CcseKdnIRMnmJgoSCxW9BxVuymPcljk3DVFyfkXns/X72dTNk5SQe0/Y+nrJZkTRChupmNj+n3/+ibt37+Lll19G9erVcf/+fWzYsAE9e/bEsmXLEB8fb+aeagsH0ERERESkSvfu3dG9e3eDYyNHjsTTTz+N+fPnV/gBNEM4iIiIiDSoaCMVSz/MxdHREcHBwcjOzjZfoxrFGWgiIiIiMsm9e/eQm5uL27dv47vvvsP333+P/v3727pbFscBNBEREZEGibD8MnNFE9BpaWmS5wICAhAYGFhi/bfeegvLli0DADg4OKBPnz5YvHixubupORxAE1mDtZOAKlLSkXFSVUW6NiWJhrIJa2ZKElW0Y6ZcpF+h5Ihx0qAoLaIsaVIJLSba2fr8RGXUu3dvybEpU6Zg6tSpJdYbO3YsYmNjcf36daxbtw6FhYXIz8+3TCc1hANoIiIiIg2y5kYqmzZtQkhIiMFzAQEBpdZv0KABGjRoAAAYMmQIunTpgh49euDQoUMQhIq7SQsH0ERERER2LiQkBI0bNy5zO7GxsXj99ddx/vx5hIWFmaFn2sQBNBEREZEG6aywDrS528/NzQUA3L5926ztag0H0EQlMTVm01zxkFqM9TQXc8XDWrsPZow3lsYXywUOm7EPplB4LknMs+y9LTQqouwXtyS+2tTNi4jIbDIyMiQJhgUFBfjyyy/h5uaGRo0a2ahn1sEBNBEREZEWmXmd5uLOYYrXX38dd+7cQdu2bVGjRg389ddfWL16Nc6ePYt58+bB09PTvP3UGA6giYiIiEiV/v37Y/ny5ViyZAkyMzPh5eWFp59+Gh988AF69uxp6+5ZHAfQRERERBpkzVU41HrxxRfx4osvmrk35YcGghCJiIiIiMoPzkATFbF1Uputz29OCq5FLoHMoslhMn1SmsT2OPmNRWQLmqdMeWXyJi1Sxq+T/HunAm+4Q3ZLyzPQ9q4C/cYmIiIiIrI8DqCJiIiIiFRgCAcRERGRBokweZU5Vecg9TiAJiqBRTdwqMAxz6bEFhfLlFhWM8U7yzdt5dhtc7H2+83UGHCZfhrfX7nXQPpZNWOsOhGREQ6giYiIiDRIhBWSCMEkQlNUoCmw0uXl5eGdd95B9erV4ebmhhYtWmDnzp2K6l67dg39+vWDj48PvL290atXL/z++++yZZcvX46GDRvC1dUVoaGhWLRoUZnaXLJkCeLi4lCrVi0IgoChQ4cqvmYiIiIiMi+7moEeOnQokpOTMXbsWISGhiIpKQndu3dHSkoK2rRpU2y9nJwcREdH4/bt25g4cSKcnJywYMECtGvXDsePH0eVKlX0ZZctW4Y33ngDffv2xZtvvol9+/Zh9OjRuH//Pt555x2T2vzggw9w9+5dREVFIT093TI3h4iIiLSFQdCaZTcD6MOHD2Pt2rWYO3cu3n77bQDAkCFDEB4ejgkTJuDAgQPF1k1MTMSFCxdw+PBhREZGAgCee+45hIeHY968eZg9ezYAIDc3F5MmTUJMTAySk5MBAMOHD4dOp8OMGTMQHx8PX19fVW0CwJ49e/SzzxV9b3kiIiIirbObEI7k5GQ4OjoiPj5ef8zV1RWvvvoqDh48iCtXrpRYNzIyUj/QBYAGDRqgY8eOWLdunf5YSkoKMjMzkZCQYFB/xIgRuHfvHrZt26a6TQCoXbs2BIExSmYnOBg+yGSCg2DwkNxbuYcWKOmngofx9Zs1idLUe6mgjFy/zfUwud+iTvow6bYpfE20+L4k+i9R/N9mKpZ72Poqyye7mYFOTU1F/fr14e3tbXA8KioKAHD8+HEEBwdL6ul0Opw8eRKvvPKK5LmoqCj88MMPuHv3Lry8vJCamgoAaN68uUG5p59+Gg4ODkhNTcWgQYNUtUlERERUkWzcuLFM9du2bQt/f38z9cY0djOATk9PR1BQkOR40bHr16/L1svKykJeXl6pdcPCwpCeng5HR0cEBgYalHN2dkaVKlX051DTZlllZGTgxo0bBsfS0tLK3C4RERFZmAjLzxDbYAY6NjYWgiBANOHiBEHAzp070aFDBwv0TDm7GUDn5ubCxcVFctzV1VX/fHH1ACiqm5ubC2dnZ9l2XF1dDcopbbOsEhMTMW3aNLO0RURERGQOEydORKdOnVTVyc7ORp8+fSzUI3XsZgDt5uaGvLw8yfEHDx7ony+uHgBFdd3c3JCfny/bzoMHDwzKKW2zrBISEhAXF2dwLC0tDb179zZL+0RERGQZRXHKlj6HLTRs2BDt2rVTVSczM9OkWWtLsJsBdFBQEK5duyY5XrQsXPXq1WXr+fn5wcXFRXb5OOO6QUFBKCwsREZGhkEYR35+PjIzM/Xl1LRZVoGBgZKQErKCipyMJHdtFeR6lST/ye06aPJOhMY7ODo6KqtnlFinZNc92WszccdGJdcrOEiT/0y+TwquV9Jv2WszY5+IyGSpqamoXbu26nq+vr5ITU1FSEiIBXqlTsX4radAREQEzp8/jzt37hgcP3TokP55OQ4ODmjSpAmOHj0qee7QoUOoV6+ePtmvqA3jskePHoVOp9M/r6ZNIiIislOiYJ2HlT355JPw8fFRXc/BwQFPPvkkPDw8zN8ptX2xdQesJTY2FoWFhfjss8/0x/Ly8rBixQq0aNFCvwLH5cuXcfbsWUndI0eOGAx4z507h59++skgPKJDhw7w8/PDkiVLDOovWbIE7u7uiImJUd0mEREREWmL3YRwtGjRAnFxcXjvvfeQkZGBkJAQrFy5EpcuXcLy5cv15YYMGYI9e/YYxNgkJCTg888/R0xMDN5++204OTlh/vz5qFq1Kt566y19OTc3N8yYMQMjRoxAXFwcunbtin379mHVqlWYNWsW/Pz8VLcJAFu2bMGJEycAAAUFBTh58iRmzpwJAOjZsyeaNm1qkXtGREREZEuZmZn49NNPIQgCJk+ebOvu6NnNABoAvvzyS0yePBlfffUVbt26haZNm2Lr1q1o27ZtifW8vLywe/dujBs3DjNnzoROp0P79u2xYMECBAQEGJRNSEiAk5MT5s2bh++++w7BwcFYsGABxowZY3KbGzZswMqVK/U/p6am6tecrlmzpvYG0HLxsCZuhmBRxn2S6bfN4yM1eN+UxMjKlTG+l7L31pLXKxcTaxxzrOTaUCg5JkoPKTq/g5PRV3AlhV/JhUYxwXLJy5J7KY2vln0tFfRBKJR5nYzjlJXck4pESR6ABj/PpG0iLL+MndazAG7evImpU6dqbgAtiFpJZySrOX36NMLDw9ESneEpVDb/CcrLANqYFhPhNHjfZBPdjJPhlAygC2VGWOa6XiWDZbljSnYQlOm3ruChtJyCf6CZawCtUzCAVnT9SvugaAAt8w8N4380mfp6K0l+VPg9ZMk+KTk/aV+OeBu/YCdOnTqFxo0bW+WcRb+na3w4Gs41q1r0XPlX/8a1CZ9Y9frUyM3NxeHDhwFA9aodlmRXM9BERERE5YYIy08Ra3wa1c3NTVMD5yIanHIjIiIiItIuzkATERERaVBF3kjlcdOnTy+1jNZioDmAprLTYuywKSwZ+2jJ81uSiddm6wRBuRhs2XhfR+N6comkxpt4mHZtknhnAIKLi+HPzs6ltgMAotEupsLDAmkZoxBkuX4LleRiiY2OCTLx7HKdemjC62tqvoRsLLPxa2ndhFQiMt3UqVOLfU4QBIiiqLkBNL8FiIiIiLRItNLDxnQ6neTx8OFDXLx4EePGjUPz5s2RkZFh624a4ACaiIiIiDTFwcEBdevWxUcffYTQ0FCMGjXK1l0ywAE0ERERkQYVxUBb+qF1bdu2xfbt223dDQOMgSYiqzDbertKyMWoysVFy8Q8Sxgvla+038Z9kFlfWXA1jIGGk1Pp5wcka1HLxXfLrrMtKWTG10Byz618fknTJv5d2sT4ZiUbDBnHaf/3oEnnI7InR48ehYOS72sr4gCaiIiISIvsZB3oL7/8UvZ4dnY29u7di40bN+K1116zcq9KxgE0EREREdnM0KFDi33O398f7777Lv75z39ar0MKcABNREREpEnCfx+WPodt/fHHH5JjgiDA19cXXl5eNuhR6TiAJiIiIiKbqV27tq27oBoH0ERUdtZMhJJJ8jJO4FKS0AVIN0mRS9gTCx4a/qwkOU+2TwoSYOTaNu6jTDlFCXOym4/I1DO6XrnkS6XtW5Xx+ZUmA5pQT/b9ZeqmMPbG+D7xHlE5pa2URiIiIiL6nwq+iUpprly5gg4dOqBjx4627ooBzkATERERkSbdv38fu3fvhiDYPlb7cRxAExEREWmRnSxjV5KwsDDo5ELZbIwhHEREREREKnAGmsqOSSASxklGJu+KpkFy12LR6zVxZzgJBcl/cv1WmjQoYdRvScIiAOQXGNWR+ROlzPlF43omfgZlr81Mn2ebv+f5vVQ+MPmyZCIAS2+1XXF+PVkVB9BEREREZFN//fUXli9fjl9//RW3b9+WhG0IgoBdu3bZqHdSHEATERERaZAoyq6uafZz2NrJkyfRvn175ObmIiwsDP/5z3/QqFEjZGdn49q1a3jiiScQHBxs624aYAw0EREREdnMu+++C09PT5w7dw4//vgjRFHExx9/jCtXruCbb77BrVu3MGfOHFt30wBnoImozGwe72pEadyypN8mxl4Kjo7SY06VjH52kpZxNjomt9mKXOy0cbl8mRjJ/HyDH5XGO4smhnxXGHLvASVx+IzbJUuwk1U4fv75Z0yYMAG1atVCVlYWAOhDOOLi4rB//36MHz8ee/bssWU3DXAGmoiIiIhsRqfToWrVqgAAHx8fODo66gfSANCkSRMcO3bMVt2TxQE0ERERkRaJgnUeNla3bl388ccfAAAHBwfUrVsXP/74o/75AwcOwMfHx0a9k8cBNBERERHZTJcuXbB+/Xr9z//4xz/wxRdfoFOnTujYsSNWrlyJgQMH2rCHUoyBJiIiItIgAYBg4Rhl288/A5MmTcKAAQNQUFAAJycnjB07Fvfu3cOGDRvg6OiIyZMnY+LEibbupgEOoInUMNemHkD5SDpSmFBlvJGKsqYVbqBgfEzm/OZKBjT12oRKMgmCLi6GP/v5SMoU+nkZ/uwpbUdOpbuGCYION29LyohZ2QY/6+7fl5ZRsCmOHNmk0fLwfjYTpfdNa8m1ihl/DuzotSXb8PX1xdNPP63/WRAEvP/++3j//fdt2KuScQBNREREpEV2sgpHecQYaCIiIiKymvnz5+PcuXOq6z148ADz58/H1atXLdArdcwyA+3t7W1yXUEQsGXLFrRt29YcXSEiIiIiDRs/fjyqVauGsLAwVfXu3buH8ePHIyIiAjVr1rRQ75QxywA6JycHzz77LOrVq6eq3oMHD7Bu3To8fPjQHN0gsjyFMcHlNvbRmNKYYBNiwwUHmU08lMRFmzEe03gDFLlYZhhfr1z8q5P0q1SobBjfnFe3iqRMVgPDOOl71aWnF2VuiftfrgY/+511k5RxO2vUH5mNVIRC6b2UuxZJn2TaEgsellrGorG0ltzsREE92feuuc5va3L31tqvZXm9d2VljWXmbLCMnSiK2LhxI9LS0lTVuy+Ty2ErZouBfv3111UvMXLz5k1888035uoCEREREZUDGzduxMaNG23dDZOZZQA9ZswYNGzYUHU9d3d3jBkzBrVq1TJHN4iIiIgqjgqaRFi0TXd5ZpYB9IIFC0yq5+7ubnJdIiIiIiJb4DJ2RERERFpUQWegKwKLDqD37t2L33//Hbdu3YIoGr5CgiBg3Lhxljw9EVmJJLFQLgnIuIxckhlkktPkipXeIZlD0kQZwdm5xJ9lyfXbKBkRAERvD4Ofs59wkZS53fKBwc/PNTwtKePuWCA5tvViY4Ofs+AlKRN0s7LBz8LdHEkZFEgTuAU3V6MDMglGBdI+Qcgz/DlfWkTyWlpwwxvZRF5LJqfZa5IbkZ2yyAD6+PHj6N+/P9LS0iQD5yIcQBMRERGVgDPQmmWRAfRrr72GjIwMLF26FC1atEDlypVLr0REREREVA5YZAB9+vRpTJ8+HcOHD7dE80RERER2wArrQMP660BXBBbZyjs0NBSCXNwcEREREdFjnnvuOaxZswa5ubm27opiFpmBnjp1Kt566y0MGDAANWrUsMQpiMhW5BKxjJPoZP4BLTgY1pMNu5PdwVF9FqFswqDMLoNCpUol/gwAonFymFwSocz16twMz/dAuhEhmte9bPDz7Gp7JGW8HaS7DDrAsE8b01pLyhR4GyYtujjJ7LIo91oal3OUSdiT1pImJDpIExRNSggFJP2U3Q1TUkVapsLsEEp2QxAfPSx9Dlv7/fffMWjQIHh6euKFF17A4MGD0bFjR01PxlpkAN2nTx88ePAAYWFh6NixI2rWrAlH4y1zBQEff/yxJU5PREREROXEuXPncOTIEaxatQrr1q3DqlWrUK1aNQwcOBAvvfQSIiIibN1FCYsMoPfs2YN//OMfuH//PrZs2SJbhgNoIiIiohLY0SockZGRiIyMxIIFC7Bz506sWrUKy5Ytw/z589GwYUMMGTIEAwcORM2aNW3dVQAWioEeNWoUvL29sWPHDmRnZ0On00kehbJrwFpWXl4e3nnnHVSvXh1ubm5o0aIFdu7cqajutWvX0K9fP/j4+MDb2xu9evXC77//Llt2+fLlaNiwIVxdXREaGopFixZZrU0iIiKi8srBwQFdu3bFV199hcuXLyM2Nha//fYb3n33XdSpUwedOnXCtm3bbN1Ny8xAp6WlYc6cOejcubMlmjfZ0KFDkZycjLFjxyI0NBRJSUno3r07UlJS0KZNm2Lr5eTkIDo6Grdv38bEiRPh5OSEBQsWoF27djh+/DiqVPlfcOOyZcvwxhtvoG/fvnjzzTexb98+jB49Gvfv38c777xj0TaJykxBrKmy+FOL/Nu8pBOapRlJvDMgicsWddIygsx690Kh0eZRMnMG9x8axhvfFaVxw05inuRYnq70r27R0eh1ktnsBQ8VTGTIxQ3Lre8vGt8njUxrkbYYf8YsubkNlVv79+/HqlWrkJycjKysLISHh2PIkCFwcnLC//3f/6Fnz56YNGkSpk+fbrM+WmQA3bhxY9y+fdsSTZvs8OHDWLt2LebOnYu3334bADBkyBCEh4djwoQJOHDgQLF1ExMTceHCBRw+fBiRkZEAHmWMhoeHY968eZg9ezYAIDc3F5MmTUJMTAySk5MBAMOHD4dOp8OMGTMQHx8PX19fi7VJREREVB799ttvWLVqFb7++mtcvnwZgYGBePnllzF48GCDGOgxY8YgPj4en376qU0H0BaZJvroo4+wbNkyHD582BLNmyQ5ORmOjo6Ij4/XH3N1dcWrr76KgwcP4sqVKyXWLYrNKdKgQQN07NgR69at0x9LSUlBZmYmEhISDOqPGDEC9+7dM/iTgyXaJCIiIipvIiIi0KRJEyxcuBAtW7bE1q1bce3aNcybN082gTA6Ohq3bt2yfkcfY5EZ6Hnz5sHLywutWrVCo0aNUKtWLdlVODZv3myJ08tKTU1F/fr14e3tbXA8KioKwKPtx4ODgyX1dDodTp48iVdeeUXyXFRUFH744QfcvXsXXl5eSE1NBQA0b97coNzTTz8NBwcHpKamYtCgQRZpk4iIiCoWe1nGzsfHB5999hni4uIk4zQ5vXr1wh9//GGFnhXPIgPokydPQhAE1KpVCzk5Ofjtt98kZay9tl96ejqCgoIkx4uOXb9+XbZeVlYW8vLySq0bFhaG9PR0ODo6IjAw0KCcs7MzqlSpoj+HJdosTkZGBm7cuGFwLC0trcQ6RERERNby5ZdfIiAgAG5u0nXvgUfhrDdu3ECtWrUAAO7u7qhdu7Y1uyhhkQH0pUuXLNFsmeTm5sLFxUVy3NXVVf98cfUAKKqbm5sLZ2dn2XZcXV0Nypm7zeIkJiZi2rRpJZahCsg4MaeiJ+UYXZ+ok4lOk1v556HhP+TlkgElSYMPZTYIkannkPPA4GePv7wkZU6fNfyr10iHvpIynk7SJMJf/qhr2Ha6pAgq5RQYHpDrt8w9ER5Izyepl59f+jELvufkEhSVJLeSiSz5/VHRv5vKSrTCVt4W3yq8dHXr1sVXX32FgQMHyj7/3XffYeDAgTZZwa04FhlAa5Gbmxvy8qS/GB48eKB/vrh6ABTVdXNzQ77ML5aiso+XM3ebxUlISEBcXJzBsbS0NPTu3bvEekRERETWIDcJ8biCggI4WHt1p1LYzQA6KCgI165dkxxPT380dVO9enXZen5+fnBxcdGXK6luUFAQCgsLkZGRYRBykZ+fj8zMTH05S7RZnMDAQEn4BxEREZUDFXgjlTt37iA7O1v/c2ZmJi5fviwpl52djbVr18qGvdqSWYbz3t7eWL9+vep6WVlZ8Pb2xt69e83RjRJFRETg/PnzuHPnjsHxQ4cO6Z+X4+DggCZNmuDo0aOS5w4dOoR69erBy8vLoA3jskePHoVOp9M/b4k2iYiIiMqLBQsWoG7duqhbty4EQcDYsWP1Pz/+eOqpp7B9+3a88cYbtu6yAbPMQOfk5OChTHxdaURRNLmuWrGxsfjoo4/w2Wef6deBzsvLw4oVK9CiRQv9ChyXL1/G/fv30aBBA4O67777Lo4ePapfDePcuXP46aef9G0BQIcOHeDn54clS5age/fu+uNLliyBu7s7YmJiLNomlTPWjFM200YjxTLebAQycWrGcasy1ysXk2sS2bZLLycquE+yccNym4bcMlwLv/J5D2lbgrvBzxcuPSEtI/Mt7Z1p+HPli9Iwr0o37xq2k6cgbhkyk1Ey1yZ3D0x67ZS+LxV8NmTj3sk0jEvWFg2skmEJXbp0gaenJ0RRxIQJEzBgwAA0a9bMoIwgCPDw8MDTTz8tWY3M1swWwjFo0CCTllOz1mocLVq0QFxcHN577z1kZGQgJCQEK1euxKVLl7B8+XJ9uSFDhmDPnj0G8TgJCQn4/PPPERMTg7fffhtOTk6YP38+qlatirfeektfzs3NDTNmzMCIESMQFxeHrl27Yt++fVi1ahVmzZoFPz8/i7ZJREREVB60atUKrVq1AgDcu3cPffr0QZMmTWzcK+XMMoCeMmVKmerXq1fPHN0o1ZdffonJkyfjq6++wq1bt9C0aVNs3boVbdu2LbGel5cXdu/ejXHjxmHmzJnQ6XRo3749FixYgICAAIOyCQkJcHJywrx58/Ddd98hODgYCxYswJgxYyzeJhEREVUc9rIOdFnHkbYgiKWlPlKFc/r0aYSHh6MlOsNTqGzr7pR/5gqPMOefTc3UJ7mlwQSjTZFkzye3pJiCEA5dgUw4l7nui8w9kVyfqSEcMvfE0c/H4OeH9aQJv9lhhiEc94Kk900uhMNVQQiH2+9Zhu3cyJSUkQvhkLBkCIdSSt4Dpr7nGa5ApcgRb+MX7MSpU6fQuHFjq5yz6Pd0zfHj4VytmkXPlf/XX7g6d65Vr2/69OkQBAGTJk2Cg4ODoi25BUHA5MmTrdA7ZexmFQ4iIiKicqWCrsIxdepUCIKAd955B87Ozpg6dWqpdTiAJrIDSjZ1kNsMojyQ38TCaBZPZjJSUs/aM39KEgvl/papJIHtocxs+m3DJL5Kv0t3DfXP9jH42dfTVdp2JenMqkOu4SYpDrfvSesZrTgkymyQIj4skB4z1+ukZMZfhsmfC1vPJHMGnEgxndEGVcY/lwdMWyYiIiIiUoEz0ERERERaVEFDOJS4f/8+1q5di7y8PHTv3h21a9e2dZcMcABNRERERDbz6quv4tChQzh16hSAR7stt2zZUv9z5cqV8dNPP+Gpp56yZTcNWCSEo2h3PyIiIiIyTdEydpZ+2FpKSgr69Omj/3nNmjU4deoUVq9ejVOnTqFatWqYNm2aDXsoZZEZ6FatWiEkJASDBw/GSy+9ZLV1nok0SzahymgXPFNXAbPgLoOKEgahrO+KksPkEqosvYtiaUzcMVKX98CwWpbM8nc5hsl/Dk5O0oYcZa7feOdHmd1cjZeoM+sSgWZaElC+aZn3l/Eugxpc8pGITPfXX3+hTp06+p83bdqE5s2bY8CAAQCA4cOHY+7cuTbqnTyLfHOsWrUKoaGhmDFjBkJDQ/HMM89g6dKlyMrKKr0yEREREQGiYJ2HjXl4eCA7OxsA8PDhQ+zevRtdu3bVP+/l5YXbt2/bqHfyLDKAHjhwILZt24br16/j448/hiiKSEhIQPXq1dG7d28kJycjX8kC/kRERERUoTVr1gyff/45UlNTMWvWLNy9exc9evTQP3/x4kVUrVrVhj2Usujfrvz9/TFy5EgcOHAAFy5cwKRJk3D27Fn0798f1apVQ3x8PPbv32/JLhARERGVX6KFHxowa9YsZGRkoHnz5pg2bRr69u2LqKgo/fPffvstnnnmGRv2UMpqq3C4ubnB3d0drq6uEEURgiBg8+bNWL58OZo1a4aVK1eiUaNG1uoOkWWV17hK49hSmeuQj4sWSi1jru2YlWzGofT+m7Sxh8yfO5VsYy27BfhDo/smU0/QyWydLhrFQMvEN0vOpzBu2HhbckVbtwPS7dsVvAfK62ZCcmy+eZLca8JNWqicaN68Oc6ePYsDBw7Ax8cH7dq10z+XnZ2NhIQEg2NaYNHf8nfv3sWKFSvQqVMn1K5dGxMnTkSdOnWQnJyMv/76C9evX8c333yDjIwMDBs2zJJdISIiIipfrLECh0b+HRsQEIBevXpJBso+Pj4YM2YMIiIibNOxYlhkBnrz5s1YvXo1tm7digcPHiAyMhILFy7Eiy++iCpVqhiUjY2Nxa1btzBixAhLdIWIiIiIyoG7d+/izz//xK1btyCK0pF927ZtbdAreRYZQL/wwgsIDg7GuHHjMGTIEISFhZVY/sknn8RLL71kia4QERERlU92shNhZmYmRo4ciQ0bNqBQJtytKPRX7jlbscgA+qeffkL79u0Vl4+KijIIFiciIiIi+zB8+HBs2bIFo0ePxrPPPgtfX19bd6lUFhlAqxk8E1VICpLxJLSYBKRwYxNLJkeZskGHbEKXbDJc6YlfgvGfEeVmRxQkzMn2qZLhV7Dg6iI9v0y/JQmCOpnXSWbfFGnjMhuiVDLczEVwkvk1IXffjBMbITNTZOvJo/Ka3CvHlO8UW3+fkGrW2ClQCzsR/vDDDxg3bhw+/PBDW3dFsQr0bUJERERE5Y27u7vBToTlAQfQRERERFpk6TWgNbIKx6BBg/Dtt9/auhuqWG0daCIiIiIiY7GxsdizZw+6deuG+Ph4BAcHw1EmfK1Zs2Y26J08DqCJrEGLsYfW7pMF4zEVxUnLxO0KDg6llpHE9irYSAYARON4X7l4Y6Pzy25aYtxHAIJRH0ydQJI9n6PR+eTKyNFQdjwAq8c7K8oDsPZnTovfO0Qy2rRpo///nTt3Sp63m1U4iIiIiKiM7GQZuxUrVti6C6pxAE1ERERENvPyyy/buguqcQBNREREpEECrLCMnWWbVy09PR0ZGRkICQmBh4eHrbtTLK7CQUREREQ2tXnzZjRo0AA1a9ZEs2bNcOjQIQDAzZs38dRTT2lulQ4OoInKStRJHqJONHhY+/zWJjgIpT4UseS9FEXpw4rEwsLSH/kF0keBzCM/3+CBhw8lD8l9ExwkD0WvU2GhoofxtciWMe6TgtdbtpwcBddmtvcpEZnVli1b0KdPH/j7+2PKlCkQH/t+9vf3R40aNZCUlGS7DsrgAJqIiIiIVDly5AhGjhyJxo0bw8PDA7Vq1UK/fv1w/vx51W1Nnz4dbdu2xf79+zFixAjJ861atUJqaqo5um02jIEmIiIi0iINr8LxwQcf4Oeff0ZcXByaNm2Kv/76C4sXL0azZs3wyy+/IDw8XHFbp06dwvz584t9vmrVqsjIyDCtoxbCATQRERERqfLmm29izZo1cHZ21h/r378/mjRpgjlz5mDVqlWK23J3d8e9e/eKff73339HlSpVytRfc2MIBxEREZEGCaJ1HqZo3bq1weAZAEJDQ9G4cWOcOXNGVVvR0dFYuXIlHj58KHnur7/+wueff44uXbqY1lEL4Qw0kSUYJTqJOv5b1ThBS/aeyCWIGd9L2Y2oDHfLExxk2pE5nygYlpPsTAhA1JkpKVPm2sQCo18WckmScoltxjsRyu3OZXw+mZ35ZHdVLDS633LJlnL9lLznzVNGKUW7UcpRcr7ysKNfeegjVXiiKOLvv/9G48aNVdWbNWsWWrZsicjISMTFxUEQBOzYsQM//fQTli1bBlEUMWXKFAv12jQcQBMRERFpkRVjoNPS0iRPBQQEIDAwUHFTq1evxrVr1zB9+nRVXQgLC8P+/fsxZswYTJ48GaIoYu7cuQCA9u3b49NPP0WdOnVUtWlpHEATERER2bnevXtLjk2ZMgVTp05VVP/s2bMYMWIEWrVqZdLOgo0bN8aPP/6IW7duIS0tDTqdDvXq1UNAQIDqtqyBA2giIiIiLbLiDPSmTZsQEhJi8JTSwetff/2FmJgYVK5cGcnJyXB0dCy90mOmT5+OPn36IDw8HL6+voiMjDR4/vTp09iwYQP++c9/qmrXkjiAtmdFmw4UYQyd5cjdW6UxmuY4nyXPJUfR+WSDmUsnF0ssaUr65S0bF21UTzbeV8H5TSWJXVb6PpHEhSu4l7Lx5dL4asm9lGtawT1QtOmNqffS2u9nW1PwHiAqq5CQENWxywBw+/ZtPPfcc8jOzsa+fftQvXp11W1MnToVISEhxS59d+rUKUybNo0DaCIiIiIq3x48eIAePXrg/Pnz+PHHH9GoUSOLnCcrK0uy4oetcQBNREREpEFlWWZOzTlMUVhYiP79++PgwYPYvHkzWrVqpar+3r17sXv3bv3PGzdulE1kzM7OxjfffIMmTZqY1lEL4QCaiIiIiFR566238N1336FHjx7IysqSbJwyaNCgEuunpKRg2rRpAABBELBx40Zs3LhRtmyjRo2waNEi83TcTDiAJiIiItIqSycRmuj48eMAgC1btmDLli2S50sbQE+YMAEjR46EKIoIDAzE0qVL0bdvX4MygiDA3d0drq6uZuu3uXAATWQr1kz0M2fCkVwSn9EmJYKCBGxBJktbdpMUEza6ULLZCiCTWGhiXqMs49fT1E1i5P6+aqbXUz7Rz0w3wYJJbpJNUx4dLL2i7HtXLLWMVdlbgiSVW4+HX5jCzc0Nbm5uAIA//vgDAQEBcHd3N0PPrIMDaCIiIiIN0nIMtDnVrl3b1l1Qjf/UJSIiIiKbEUURy5YtQ1RUFPz9/eHo6Ch5VKqkrTlfbfWGiIiIiB6x4kYqtjRhwgTMnz8fERERGDRoEHx9fW3dpVJxAE1ERERENrNy5Ur07dsX69ats3VXFLObEI7s7GzEx8cjICAAHh4eiI6Oxq+//qq4/pkzZ9CtWzd4enrCz88PgwcPxo0bNyTldDodPvzwQ9StWxeurq5o2rQpvv766zK1OWvWLPTs2RNVq1aFIAiK96UnMyjarbGkh7XPXx6IOulDAcHRUfIw6fplzi8WFpb+0IkmPSzKxHtpctvmepiTkveAgj7JvnaW7DdRWYlWethYbm4uOnXqZOtuqFJOfhuXjU6nQ0xMDNasWYORI0fiww8/REZGBtq3b48LFy6UWv/q1ato27Yt0tLSMHv2bLz99tvYtm0bOnfujPz8fIOykyZNwjvvvIPOnTtj0aJFqFWrFgYOHIi1a9ea3Ob777+PI0eO4Kmnnir7zSAiIiLSkI4dO+LIkSO27oYqdhHCkZycjAMHDmD9+vWIjY0FAPTr1w/169fHlClTsGbNmhLrz549G/fu3cOxY8dQq1YtAEBUVBQ6d+6MpKQkxMfHAwCuXbuGefPmYcSIEVi8eDEA4LXXXkO7du0wfvx4xMXFwfG/S3cpbRN4tLxLnTp1cPPmTQQEBJj35hAREZE2WWEVDi3MQCcmJqJr166YPXs2Xn/9dVSpUsXWXSqVXcxAJycno2rVqujTp4/+WEBAAPr164fNmzcjLy+vxPobNmzA888/rx/oAkCnTp1Qv359g3idzZs3o6CgAAkJCfpjgiDgH//4B65evYqDBw+qbhMA6tSpo/qaiYiIiMqDsLAw/P7775g8eTICAwPh4eEBb29vg0flypVt3U0DdjEDnZqaimbNmsHBwfDfC1FRUfjss89w/vz5YvdYv3btGjIyMtC8eXPJc1FRUdi+fbvBeTw8PNCwYUNJuaLn27Rpo6pNsiJT44vl6lkyllLJBh3WZrwhiE56TySblii838abZsi1bcpmK/JtSTcRkd20Q9KOBqZwKgoTP4eKXgMtfFaMmbgBDNkJO1mFo2/fvhCE0r9rtcQuBtDp6elo27at5HhQUBAA4Pr168UOoNPT0w3KGtfPyspCXl4eXFxckJ6erk/0K+48atssq4yMDEliYlpaWpnbJSIiIjKHpKQkW3dBtXI3gNbpdJIku+K4uLhAEATk5ubKDkaL9lbPzc0tto2i50qr7+Liovg8atosq8TEREybNq3M7RARERHRI+VuAL13715ER0crKnvmzBk0aNAAbm5usnHODx48AAD9Xuxyip5TUl/pedS0WVYJCQmIi4szOJaWlobevXubpX0iIiKyIA2EWFiCmqWEizRr1swCPTFNuRtAN2jQACtWrFBUtihEIigoSB828biiY9WrVy+1jeLq+/n56WeKg4KCkJKSAlEUDcI4jM+jps2yCgwMRGBgoFnaIiIiIjKH5s2bK457LhpXFRZK81RspdwNoKtVq4ahQ4eqqhMREYF9+/ZBp9MZJBIeOnQI7u7uqF+/frF1a9SogYCAABw9elTy3OHDhxEREWFwni+++AJnzpxBo0aNDM5T9LzaNi1K1AF4LDlFi8lp1iR3vUb3RC6hzNoJZGZLqrMkBQl7kqTCRwdLPSZXT3IPlF6/gnKy99cEwn+XsCy5kIqNYgx+lHkP2vo9oOBalCRoAtLr0+T1lldMYtQ0wQrL2Fl8mbxiKJ0M1apyN4A2RWxsLJKTk7Fx40b9OtA3b97E+vXr0aNHD4PZ3osXLwIAnnjiCf2xvn37YuXKlbhy5QqCg4MBALt27cL58+cxbtw4fblevXph3LhxSExM1K8DLYoili5diho1aqB169aq2yQiIiKqaF5++WVbd6FM7GYA3bJlSwwbNgy//fYb/P39kZiYiMLCQkmCXceOHQEAly5d0h+bOHEi1q9fj+joaIwZMwY5OTmYO3cumjRpgmHDhunL1axZE2PHjsXcuXNRUFCAyMhIbNq0Cfv27cPq1av1m6ioaRMAvvrqK/z555+4f/8+gEdx4DNnzgQADB48GLVr1zbr/SIiIiINsJNl7MojuxhAOzo6Yvv27Rg/fjw++eQT5ObmIjIyEklJSQgLCyu1fnBwMPbs2YM333wT7777LpydnRETE4N58+ZJYpXnzJkDX19fLFu2DElJSQgNDcWqVaswcOBAk9tcvnw59uzZo/85JSUFKSkpAIA2bdpwAE1ERERkRYIoivy3h505ffo0wsPD0RKd4Sk8trOPvcdAy1EQAy1HEqNp6r2UiU80aWMPLb6WSq/NTDGaFo2bVXItcmWM46IVvr9gHBMsl1ijJE7agpR+VpQoF+9nJbQYb6zFPmlMjngbv2AnTp06hcaNG1vlnEW/p0NengBX/2oWPdeDm38hbeWHVr2+isAutvImIiIiIjIXuwjhICIiIip3GAOtWZyBJiIiIiJSgTPQRERERFrEGWjN4gCaSAW5RCxzJkuZS0XZbAWQ2ThFwWYrchRtwCLHuJ9KNzsxTkCV2UhFcDL6Cla4KxcU5H6LRnmF8tdfejuK399K70tp5N6XFkz2tNi5bHG+0pi4UQ8RSXEATURERKRBwn8flj4HqccYaCIiIiIiFTgDTURERKRVjFHWJM5AExERERGpwBloKp5cwom9JZeYmEBmtiQ+BYl2SnbvM1sCnUzbxZYzhdz1Gm+yJyhI5FSYaCh3X6RdUpKgqCCKUFEZhXMaOqN+y7QtiKW/B5VcvywLJgyabcdEc/VRq+dTQot9IqogOIAmIiIi0iBBlJ0zMPs5SD3+85SIiIiISAXOQBMRERFpETdS0SwOoOl/TN0wwp7IxvpKN8gwKQbZkvHlcvG/Mt027oOiOOli2i+tbZMpigvXYKy+TGyvKBj2UzZKWm5zFQUbqViUmV5L2Xjn8pBnoYXvRktuXENEpeIAmoiIiEiLOAOtWRr4ZzQRERERUfnBGWgiIiIiDeIqHNrFGWgiIiIiIhU4A03qcHMVCblEKOMEPcFRLtHQsJ5kw5BHjZd6THaDDOPzK9nEQ6Yt+eRHDU5XmJr8aLbTy23uYnTvRJnXwOg1F5UmBxqfT8mGJAo/p1Z9fbXw3aGkDwoS9uQ+Y6a+BkrOr+QzrcnPKqnDGGjN4gw0EREREZEKnIEmIiIi0ijGKGsTZ6CJiIiIiFTgDDQVTy5eTwsbCJiLNTf/ULqRifHplcRFy8ZJG8dHlr7Zy6NDCuKrlcRF2zq21drnl7mX0vhTmRfTeGpJ7vU2lSQuXOE0lhnjdG3KgtehNKfAXOeXPZ+ifhq9BwrN+QYjq2AMtGZp7BuPiIiIiEjbOIAmIiIiIlKBIRxEREREGsSNVLSLM9BERERERCpwBprUsXVymLVZMjHKKDFIcFD2cZQkFirZRENmikEuGdD4euUTBuXuiZ0nJylIuJVP4rPifbO3z65SZkoalH19TdikRW7TJVPPb7aNVJR+D/I9Zn5MItQszkATEREREanAGWgiIiIiLeIMtGZxBpqIiIiISAXOQBMRERFpEFfh0C4OoKnsjBNMyksiiXE/rb2TmmCcRGja+ZXsVihbRmZ3QtnEQkkZmYQmo50PZRMNy8v7wlwq8vVqbddBMzI5YVC+sdKLGCUNyiURFtMJZeVMUYFfX1nl9XcY2RQH0ERERERaxRliTbKzf2YSEREREZUNZ6CJiIiINEgQRQiiZaegLd1+RcUBNJEKSuIjTW9c2rZQybSPqKLNVmRjp43ispXGY5qyAUtFijM0NWbU1vfA2rGuGrxes8Y8l9K27OfJuE9Kv2MUfMZLPVdZ2Pq1NJWSeyAp48AwCpLgAJqIiIhIi7gOtGYxBpqIiIiISAUOoImIiIiIVGAIBxEREZEGcSMV7eIAmsquvCaTGJO7DnMl3ci1bZSwB7lMaJmkI0lioVzy4UPDY7qCh4r6JN0ARSbT0MR7YpxQVW43Wymvm0zYWwKZwus1NUFQejq5JGAnwwNyZYw+46JO7rvCPEmMSpnrnthcef2sUrnAATQRERGRFjGJULPs5p9n2dnZiI+PR0BAADw8PBAdHY1ff/1Vcf0zZ86gW7du8PT0hJ+fHwYPHowbN25Iyul0Onz44YeoW7cuXF1d0bRpU3z99dcmt3n27FlMmDABERER8PLyQlBQEGJiYnD06FF1N4CIiIiIzMIuZqB1Oh1iYmJw4sQJjB8/Hv7+/khMTET79u1x7NgxhIaGllj/6tWraNu2LSpXrozZs2cjJycHH330Ef7zn//g8OHDcHZ21pedNGkS5syZg+HDhyMyMhKbN2/GwIEDIQgCXnzxRdVtfvHFF1i+fDn69u2LhIQE3L59G8uWLUPLli3x73//G506dbLMTSMiIiKbYgy0dtnFADo5ORkHDhzA+vXrERsbCwDo168f6tevjylTpmDNmjUl1p89ezbu3buHY8eOoVatWgCAqKgodO7cGUlJSYiPjwcAXLt2DfPmzcOIESOwePFiAMBrr72Gdu3aYfz48YiLi4Pjf+PdlLY5YMAATJ06FZ6envr+vPLKK2jYsCGmTp3KAbSlSWI9FWyEoJRRnKEoSGMfBZn4ZuO4aMFBen7j70O5HiqJi5bdbEXm29ZsG8zI3UutxdtqrT9Kldd+W5uCXAi5DVFkjzmVnq+gKL5ZSUyyJTfzsbf3jvH12tv1kyJ2EcKRnJyMqlWrok+fPvpjAQEB6NevHzZv3oy8vLwS62/YsAHPP/+8fqALAJ06dUL9+vWxbt06/bHNmzejoKAACQkJ+mOCIOAf//gHrl69ioMHD6pu8+mnnzYYPANAlSpV8Oyzz+LMmTMq7gIRERGVO6KFH2QSuxhAp6amolmzZnAwmqmLiorC/fv3cf78+WLrXrt2DRkZGWjevLnkuaioKKSmphqcx8PDAw0bNpSUK3pebZvF+euvv+Dv719qOSIiIiIyL7sI4UhPT0fbtm0lx4OCggAA169fR5MmTYqt+3hZ4/pZWVnIy8uDi4sL0tPTUbVqVcmf3R8/j9o25ezbtw8HDx7E+++/L/v84zIyMiSJiWlpaaXWIyIiIhuzQgw0Z6FNU+4G0DqdDvn5+YrKuri4QBAE5Obmyg5GXV1dAQC5ubnFtlH0XGn1XVxcFJ9HTZvGMjIyMHDgQNStWxcTJkwott9FEhMTMW3atFLLEREREZEy5W4AvXfvXkRHRysqe+bMGTRo0ABubm6ycc4PHjwAALi5uRXbRtFzSuorPY+aNh937949PP/887h79y72798viY2Wk5CQgLi4OINjaWlp6N27d6l1SUpugwHBwcQNWIwTU2QS9uQmBiRJg3IbqTgZbuAg146ixELZDWBkNmAx7rs5NzAw5V4SmfqekHm/GScIKkoYBOSTBksjl1So4FqUJPLKfX/JbppSUT5PFeE6uA60ZpW7AXSDBg2wYsUKRWWLQiSCgoL0YROPKzpWvXr1Utsorr6fn59+pjgoKAgpKSkQRdEgjMP4PGraLJKfn48+ffrg5MmT2LFjB8LDw4vt8+MCAwMRGBioqCwRERERla7cDaCrVauGoUOHqqoTERGBffv2QafTGSQSHjp0CO7u7qhfv36xdWvUqIGAgADZjUsOHz6MiIgIg/N88cUXOHPmDBo1amRwnqLn1bYJPApbGTJkCHbt2oV169ahXbt2Si6biIiIyjGuA61ddrEKR2xsLP7++29s3LhRf+zmzZtYv349evToYTDbe/HiRVy8eNGgft++fbF161ZcuXJFf2zXrl04f/68QXhEr1694OTkhMTERP0xURSxdOlS1KhRA61bt1bdJgCMGjUK33zzDRITEw2W4iMiIiIi6yt3M9CmiI2NRcuWLTFs2DD89ttv+p0ICwsLJQl2HTt2BABcunRJf2zixIlYv349oqOjMWbMGOTk5GDu3Llo0qQJhg0bpi9Xs2ZNjB07FnPnzkVBQQEiIyOxadMm7Nu3D6tXr9ZvoqKmzYULFyIxMRGtWrWCu7s7Vq1aZdDfF154AR4eHua8XURERKQFoqhss52ynoNUs4sBtKOjI7Zv347x48fjk08+QW5uLiIjI5GUlISwsLBS6wcHB2PPnj1488038e6778LZ2RkxMTGYN2+eJFZ5zpw58PX1xbJly5CUlITQ0FCsWrUKAwcONKnN48ePAwAOHjxosBFLkT/++IMDaGuSTUqR2Z3QXG3L7QToYHRQJqHJOHnJOKkQUJZYqGS3QllKyjDRsGIx5+tpzFyvnVyCoHHynVwZowRBuSRC2c+hsULpB1o0PiZTxlSSBEF+BojMRhBF/tPD3pw+fRrh4eFoic7wFCrbujvlnuwvU+Otf03d6lrBL3MlA2i5GQaxoEBa76HhgNnkAbQSlhxwyeHgwbI4gC79/BocQFfoVTjMJEe8jV+wE6dOnULjxo2tcs6i39NNur8Nd59qFj3X/ey/8J/tH1n1+ioCu5iBJiIiIipvBFghidCyzVdYdpFESERERERkLpyBJioj2c1VzBQWLfsnV+OwCp20jOyfmI3LGG/IAkA03jBCbuMFub8wm/InX6V1zBUaUB5CDLTIxPtm6sYeJlPQT7k+ST4rcpukGB+T2yBF5nNoHDolCdcAJCEbSu+JorAwo/elWcM1TP08VeTPiiVwIxXN4gw0EREREZEKnIEmIiIi0iBB9+hh6XOQepyBJiIiIiJSgTPQRERERFrEGGjN4gCa7JdxEoypyS1y9UTBqIiC9Wdlm5ZJUHQwOp9MXpJkeXe5pCcFlCQjPjqh0fWacS1byf01YzKgyetzS0jvk6JkMFsnVGnyXso2rv78cus5y72fjeopfs8bk1trXcEaz0reJ6Z+V5htIxVrr9lOVA5wAE1ERESkQYJohXWgOQNtEv6zkoiIiIhIBc5AExEREWmSKBseZPZzkGocQJP9UhJba2LMoHHsoSRuGdK4aNlNHkzYLAGAbFy0TOMmtS3XJ8m1yISRmi0eU0k9hTGb0tdJ5n6bvJFI6f2Ui40vr8y6KUoplLxOSuKdHxU0zldQ8P6SG9Ao2KTEnPfIbJ8nOeaKebZ1jD+RBXEATURERKRBjIHWrooz/UFEREREZAUcQBMRERERqcAQDiIiIiIt4kYqmsUBNFERcya8SJKH5DZSKb2MZZlxsxMFjBO/FF+vKa+L0jqmJFIqTbBSsFGP9J5o4DeZrRO/LJnAJvueM+Gey7RtyddOSduyZcyYcGtS20QVGAfQRERERFpkhSRCzkCbhjHQREREREQqcAaaiIiISItEK2ykYvGNWiomzkATEREREanAGWgia5BLOjLO4ZMJdDPbzngKE36UJCsp2h1RAfkdDWXOryAZz2QKkj2l3THP7pQWVx6SvMyVMChD/n6bmDhryWQ8c52/PJ+PisWNVLSLM9BERERERCpwBpqIiIhIqzhDrEmcgSYiIiIiUoEz0ERaoSROGpAErJkak2xqTK65Ynnl+q3kWhRtwGJqDKeCevKviUyf7D2OtLzEN5tA9n1qptfb5M+XBd/zZDuMgdYuzkATEREREanAGWgiIiIiLdKJjx6WPgepxhloIiIiIlItJycHU6ZMQbdu3eDn5wdBEJCUlGTrblkFB9BEREREpNrNmzcxffp0nDlzBk8++aStu2NVDOEgKm+MN/9QmtRmofMrZtQnuWQpc23SYvWkPiZiWZcl77fVkx8lhSx2fiqHRFh+GbsytB8UFIT09HRUq1YNR48eRWRkpPn6pXGcgSYiIiIi1VxcXFCtWjVbd8MmOANNREREpEFcxk67OIAmIiIisnNpaWmSYwEBAQgMDLRBb7SPA2giSzAljtKcsY9K2rJknLQcJZuUKNkkxUznIo2y9mtnwufA6pudkH0TrTNF3Lt3b8mxKVOmYOrUqVY5f3nDATQRERGRndu0aRNCQkIMjgUEBNioN9rHATQRERGRBlkzBjokJASNGze27MkqEK7CQURERESkAmegiYiIiLRI4+tA2zMOoIkswThZSEmiEjf/0GafyDRafC21uMEQUTm3ePFiZGdn4/r16wCALVu24OrVqwCAUaNGoXLlyrbsnsVwAE1ERESkQYIoQrDwKhxlbf+jjz7Cn3/+qf9548aN2LhxIwBg0KBBHEATERERET3u0qVLtu6CTXAATURERKRFuv8+LH0OUs1uVuHIzs5GfHw8AgIC4OHhgejoaPz666+K6585cwbdunWDp6cn/Pz8MHjwYNy4cUNSTqfT4cMPP0TdunXh6uqKpk2b4uuvvza5zevXr2PQoEEICwuDl5cXfHx8EBUVhZUrV0K00uLqRERERPQ/djEDrdPpEBMTgxMnTmD8+PHw9/dHYmIi2rdvj2PHjiE0NLTE+levXkXbtm1RuXJlzJ49Gzk5Ofjoo4/wn//8B4cPH4azs7O+7KRJkzBnzhwMHz4ckZGR2Lx5MwYOHAhBEPDiiy+qbvPmzZu4evUqYmNjUatWLRQUFGDnzp0YOnQozp07h9mzZ1vmppF5ySUYmZpYqKRtIpLiZ4WUkHzvOthwpQrLx0BzGQ7T2MUAOjk5GQcOHMD69esRGxsLAOjXrx/q16+PKVOmYM2aNSXWnz17Nu7du4djx46hVq1aAICoqCh07twZSUlJiI+PBwBcu3YN8+bNw4gRI7B48WIAwGuvvYZ27dph/PjxiIuLg6Ojo6o2mzZtit27dxv0Z+TIkejRowc++eQTzJgxQ98mEREREVmeXYRwJCcno2rVqujTp4/+WEBAAPr164fNmzcjLy+vxPobNmzA888/rx/oAkCnTp1Qv359rFu3Tn9s8+bNKCgoQEJCgv6YIAj4xz/+gatXr+LgwYOq2yxOnTp1cP/+feTn55daloiIiIjMxy4G0KmpqWjWrBkcHAwvNyoqCvfv38f58+eLrXvt2jVkZGSgefPmkueioqKQmppqcB4PDw80bNhQUq7oebVtFsnNzcXNmzdx6dIlrFy5EitWrECrVq3g5uZWwpUTERFRuSVa6UGq2UUIR3p6Otq2bSs5HhQUBOBRol6TJk2Krft4WeP6WVlZyMvLg4uLC9LT01G1alUIglDsedS2WeTjjz/Ge++9p/+5Y8eOWLFiRfEX/V8ZGRmSxMS0tLRS6wFQvukA4wpNY+p9M35dGCdNRGQ6S26wQxVWuRtA63Q6xWELLi4uEAQBubm5BoPRIq6urgAeze4Wp+i50uq7uLgoPo+aNosMGDAAzZs3x40bN7B161b8/fffJfa7SGJiIqZNm1ZqOSIiItIYUXz0sPQ5SLVyN4Deu3cvoqOjFZU9c+YMGjRoADc3N9k45wcPHgBAiWEQRc8pqa/0PGraLFK7dm3Url0bwKPBdHx8PDp16oRz586V2P+EhATExcUZHEtLS0Pv3r2LrUNERERExSt3A+gGDRooCl0A/hciERQUpA+beFzRserVq5faRnH1/fz89DPFQUFBSElJgSiKBmEcxudR02ZxYmNj8fnnn2Pv3r3o2rVrseUCAwMRGBhYYltERESkPYL46GHpc5B65W4AXa1aNQwdOlRVnYiICOzbtw86nc4gkfDQoUNwd3dH/fr1i61bo0YNBAQE4OjRo5LnDh8+jIiICIPzfPHFFzhz5gwaNWpkcJ6i59W2WZyi8I3bt2+XWpaIiIiIzMcuIudjY2Px999/Y+PGjfpjN2/exPr169GjRw+D2d6LFy/i4sWLBvX79u2LrVu34sqVK/pju3btwvnz5w3CI3r16gUnJyckJibqj4miiKVLl6JGjRpo3bq16jbldjsEgOXLl0MQBDRr1kzNrVBH1EkfcgQHw4e12fr81ib3upT2OhnfI3u4T0RExpR8Fyr93WcNRTHQln6QauVuBtoUsbGxaNmyJYYNG4bffvtNvxNhYWGhJMGuY8eOAIBLly7pj02cOBHr169HdHQ0xowZg5ycHMydOxdNmjTBsGHD9OVq1qyJsWPHYu7cuSgoKEBkZCQ2bdqEffv2YfXq1QYbnihtc9asWfj555/RrVs31KpVC1lZWdiwYQOOHDmCUaNGISQkxEJ3jYiIiIjk2MUA2tHREdu3b8f48ePxySefIDc3F5GRkUhKSkJYWFip9YODg7Fnzx68+eabePfdd+Hs7IyYmBjMmzdPEqs8Z84c+Pr6YtmyZUhKSkJoaChWrVqFgQMHmtRmTEwMLl68iP/7v//DjRs34OrqiqZNm2LFihV4+eWXzXODiIiISHMEERAsPAHOGGjTCKLIuXt7c/r0aYSHh6MlOsNTqKyushbXHDbuE9c81ubrRERkayZ8N+aIt/ELduLUqVNo3LixhTpmSP97+qlR8HSvatFz5dz/G7+kLrLq9VUEdjEDTURERFTucB1ozeIAmtQpLkGtpJ+Lq2cuxm1b+/xaZG/XS0RkjLvpkgVxAE1ERESkReJ/H5Y+B6nGtayIiIiIiFTgAJqIiIiISAWGcNgz40XkTY0DUxKDbM2VMhjPRkRkfyrg6kOPtvK2bIwFl7EzDWegiYiIiIhU4Aw0ERERkRZxGTvN4gw0EREREZEKnIEmIiIi0iIRgKXDtjkBbRIOoOl/zJXop8XNVoiIqOJQukkKkYVwAE1ERESkQYIoWmEVDk5Bm4L/hCMiIiIiUoEz0ERERERaxFU4NIsDaCqeteOUK+Ai+EREZAamxDzz9wVZEAfQRERERFrEGWjNYgw0EREREZEKnIEmIiIi0iIdLL8ONCNdTMIZaCIiIiIiFTgDTeqYmlhoXMbURfC5AQuR+TBxl8orvi/JxjiAJiIiItIgAVbYSIV7eZuEIRxERERERCpwBpqIiIhIi0RYYRk7yzZfUXEGmoiIiIhIBc5A2zPRaH0ccyX2mZJUaO3zE9kbJu5SeWav7zlupKJZnIEmIiIiIlKBM9BEREREWsQZaM3iDDQRERERkQqcgab/URJjpiSO0lybrSg9n7nOT1SRmBrzzM8KkXZwK2/N4gw0EREREZEKnIEmIiIi0iTL70TIhaBNwxloIiIiIiIVOANNREREpEVchUOzOIAmdcy5AYop57PkuYgqEiYDEhFZDAfQRERERFqkEx89LH0OUo3TeUREREREKnAATURERESkAkM4qOyUxCkbHzM1PtPUGGxurkJEZF383i07EVZIIrRs8xUVZ6CJiIiIiFTgDDQRERGRFnEZO83iDDQRERERkQqcgSYiIiLSJCvMQDMI2iQcQJP5KUn0M2dyCZNSiIi0h9/NVIHZVQhHdnY24uPjERAQAA8PD0RHR+PXX39VXP/MmTPo1q0bPD094efnh8GDB+PGjRuScjqdDh9++CHq1q0LV1dXNG3aFF9//XWZ2nzc6tWrIQgCPD09FfediIiIypmijVQs/SDV7GYGWqfTISYmBidOnMD48ePh7++PxMREtG/fHseOHUNoaGiJ9a9evYq2bduicuXKmD17NnJycvDRRx/hP//5Dw4fPgxnZ2d92UmTJmHOnDkYPnw4IiMjsXnzZgwcOBCCIODFF180qc0iOTk5mDBhAjw8PMx3c4iIiIhIMbsZQCcnJ+PAgQNYv349YmNjAQD9+vVD/fr1MWXKFKxZs6bE+rNnz8a9e/dw7Ngx1KpVCwAQFRWFzp07IykpCfHx8QCAa9euYd68eRgxYgQWL14MAHjttdfQrl07jB8/HnFxcXB0dFTV5uNmzpwJLy8vREdHY9OmTWa5N0RERKRBos7yoTAMtTGJ3YRwJCcno2rVqujTp4/+WEBAAPr164fNmzcjLy+vxPobNmzA888/rx/oAkCnTp1Qv359rFu3Tn9s8+bNKCgoQEJCgv6YIAj4xz/+gatXr+LgwYOq2yxy4cIFLFiwAPPnz0elSnbzbx8iIiIiTbGbAXRqaiqaNWsGBwfDS46KisL9+/dx/vz5Yuteu3YNGRkZaN68ueS5qKgopKamGpzHw8MDDRs2lJQrel5tm0XGjh2L6OhodO/evYQr1aiif0WX9K9pwUH6ICIisldFOxFa9GHriyyf7GYaMz09HW3btpUcDwoKAgBcv34dTZo0Kbbu42WN62dlZSEvLw8uLi5IT09H1apVIQhCsedR2yYAbNu2DT/88ANOnDih6HqLZGRkSJIS09LSVLVBRERERP9TLgfQOp0O+fn5isq6uLhAEATk5ubqB6OPc3V1BQDk5uYW20bRc6XVd3FxUXweNW3m5+dj3LhxeOONN9CoUaPiL1ZGYmIipk2bpqoOERERaYBohVUyuBOhScrlAHrv3r2Ijo5WVPbMmTNo0KAB3NzcZOOcHzx4AABwc3Mrto2i55TUV3oeNW0uWLAAN2/eNGkgnJCQgLi4OINjv/32G/r164f7yLHhn24UhmcwuYGIiGzoPnIAyP++JvtVLgfQDRo0wIoVKxSVLQqRCAoK0odNPK7oWPXq1Utto7j6fn5++pnkoKAgpKSkQBRFgzAO4/MobfP27duYOXMmEhIScOfOHdy5cwfAo+XsRFHEpUuX4O7ujsDAQNm+BwYGSp4rCuE4iYNyVayD/+AlIqJy5MqVK2jWrJmtu0EaUS4H0NWqVcPQoUNV1YmIiMC+ffug0+kMEgkPHToEd3d31K9fv9i6NWrUQEBAAI4ePSp57vDhw4iIiDA4zxdffIEzZ84YhFscOnRI/7yaNm/duoWcnBx8+OGH+PDDDyVl69ati169eqla0q5du3bYtGkT8vPz0a9fP2zatAkhISGK65cnaWlp6N27N6+xnOM1Vgy8xorBHq4R+N91rlu3Ds7OzmjXrp31O1GU6Gfpc5Bq5XIAbYrY2FgkJydj48aN+nWgb968ifXr16NHjx4GscgXL14EADzxxBP6Y3379sXKlStx5coVBAcHAwB27dqF8+fPY9y4cfpyvXr1wrhx45CYmKhfB1oURSxduhQ1atRA69atVbUZGBiIb7/9VnI9n3zyCQ4ePIivv/5aNhGxJD4+PujVqxdOnz4NAAgJCUHjxo1VtVHe8BorBl5jxcBrrBjs4RoBoFGjRnZxnaSOXQ2gW7ZsiWHDhuG3337T70RYWFgoiS3u2LEjAODSpUv6YxMnTsT69esRHR2NMWPGICcnB3PnzkWTJk0wbNgwfbmaNWti7NixmDt3LgoKChAZGYlNmzZh3759WL16tX4TFaVturu7o3fv3pLr2bRpEw4fPiz7HBEREVUAnIHWLLsZQDs6OmL79u0YP348PvnkE+Tm5iIyMhJJSUkICwsrtX5wcDD27NmDN998E++++y6cnZ0RExODefPmSVbSmDNnDnx9fbFs2TIkJSUhNDQUq1atwsCBA01uk4iIiIi0wW4G0ADg6+uLL774Al988UWJ5R6feX5c48aNsWPHjlLP4+DggPfeew/vvfdeqWWVtmksKSkJSUlJqusRERFROcEZaM3iVm92LCAgAFOmTEFAQICtu2IxvMaKgddYMfAaKwZ7uEbAfq6TTCOIIv/pQURERKQVp0+fRnh4OJ6p8iK8nPwseq67BVn4OXMtTp06xWRJFTgDTURERESkgl3FQBMRERGVH1aIgebOZibhDDQRERERkQqcgSYiIiLSIq7CoVmcgSYiIiIiUoED6HImOzsb8fHxCAgIgIeHB6Kjo/Hrr78qrn/mzBl069YNnp6e8PPzw+DBg3Hjxg1JOZ1Ohw8//BB169aFq6srmjZtiq+//rpMbT5u9erVEAQBnp6eFeYar1+/jkGDBiEsLAxeXl7w8fFBVFQUVq5cCePFbsrrNZ49exYTJkxAREQEvLy8EBQUhJiYGBw9elTSXnm9RgCYNWsWevbsiapVq0IQBLz//vt45513UL16dbi5uaFFixbYuXOnouu4du0a+vXrBx8fH3h7e6NXr174/fffZcsuX74cDRs2hKurK0JDQ7Fo0SKrtZmXl1cur3HJkiWIi4tDrVq1IAgChg4dWmw/y+M1XrlyBdOmTUNUVBR8fX3h7++P9u3b48cff6ww15ibm4tXX30V4eHhqFy5Mjw9PfHkk0/i448/RkFBQYW4RmP79++HIAgQBAE3b94svqBOtM6D1BOp3CgsLBRbt24tenh4iFOnThUXL14sNmrUSPTy8hLPnz9fav0rV66I/v7+4hNPPCF+/PHH4qxZs0RfX1/xySefFPPy8gzKvvvuuyIAcfjw4eJnn30mxsTEiADEr7/+2uQ2i9y9e1esXr266OHhIXp4eFSYazxx4oTYrl07ceLEieLSpUvFRYsWiT179hQBiO+9916FuMa33npL9PHxEV999VVx2bJl4ocffig+8cQToqOjo7hz584KcY2iKIoAxGrVqoldu3YVAYjh4eFipUqVxLfffltctmyZ2KpVK7FSpUrivn37SryOu3fviqGhoWJgYKD4wQcfiPPnzxeDg4PFmjVrijdv3jQou3TpUhGA2LdvX/Gzzz4TBw8eLAIQ58yZY/E2RVEUX3zxxXJ5jbVr1xb9/PzEbt26iZUqVRJffvnlYvtaHq9x0aJFopubmzhgwABx8eLF4sKFC8VmzZqJAMT/+7//qxDXmJmZKbZo0UIcP368+Omnn4pLliwRBw8eLAqCIA4YMKBCXOPjCgsLxYiICNHDw0MEIN64cUNS5tSpUyIA8RmfOLGb/+sWfTzjEyf+f3v3HhxVef9x/LMEciWYsA2QiMQaCykUioGgQB0aOuK0Db9WJKUqLTgVLwVBaVNasV5KTdEiwc4wFOgYlcLEdgaqldJ6KVY7VJARxSgRAo2g5X4JlyQGst/fH8yubHYT80SWcHber5kzTJ59zvecb0KSz56cfVaSVVVVtfn5QzgCtIc8++yzJsn+/Oc/h8YOHDhgGRkZUX/ItHTXXXdZSkqKffjhh6Gxl156ySTZ0qVLQ2MfffSRdevWzaZPnx4aCwQCdu2111rfvn3tzJkzzjXPNWfOHBswYIDdcsstEQE6Xno8V3FxsaWlpYVqernHzZs324kTJ8LO59ChQ5aVlWWjR48OjXm5RzOz//73v2ZmdvDgQdPZl6jbb3/729DjDQ0NlpeXZyNHjmyzj0cffdQk2aZNm0Jj27Zts4SEhLAnVfX19eb3++3b3/522P7B75EjR47EtObGjRs92aOZWW1trQUCATMzS0tLazVAe7XHqqqqiIDV2Nho+fn51rdv37josTUzZswwSbZ379646nHJkiXm9/tt1qxZBGgPI0B7SElJifXu3duam5vDxm+//XZLTU21xsbGNvfv1auXlZSURIz379/fvvGNb4Q+Xrx4sUmy9957L2zeqlWrTFLYs/z21gzavn27JSYm2tq1a23KlCkRAToeemxpxowZ5vP5rL6+Pm57nDBhgvXs2TP0cbz0GAzQPp/P6urqwh4rKyszSbZ79+5W+ygsLLTCwsKI8XHjxlleXl7o47Vr15okW7t2bdi8DRs2mCRbsWJFTGuWlpZaQkKC53psqa0AHS89Bs2ePdsk2fHjx+O2xwULFpgk27ZtW9z0ePjwYfP7/bZ48WJ78MEHPztAX3KjXe+fFtNt9CU3EqA7gHugPWTLli0qKChQly7hX7YRI0aovr5e27dvb3Xfjz/+WAcOHNDw4cMjHhsxYoS2bNkSdpy0tDR9+ctfjpgXfNy1ZtA999yjoqIifetb34rbHhsaGnTo0CHV1tbq6aefVkVFhUaOHKmUlJS46bGlffv26Qtf+ELYseOpR7/frx49ekQ9xttvvx11n0AgoK1bt7Z6zJ07d+rEiRNh59ly7rBhw9SlS5fQ47GoGZzbv39/z/XoIt563Ldvn1JTU5Wamho3PTY1NenQoUPas2eP1qxZowULFig3N1dXXnll3PT4y1/+Un369NEdd9wR9TzhHQRoD9m7d6+ys7MjxoNj//vf/9rc99y5Lfc/cuSIPvnkk9Dc4Iun2jqOS01JWrt2rV588UUtXLgwbnuUpCeeeEJZWVn64he/qKlTp+qaa65RZWVlXPV4rtdff13/+c9/NGnSpLjtMT093bmXYM32fB727t2rhIQE9erVK2xeYmKi/H5/aF4sagbnduTr1dk9uoinHmtqarR69WrdeOONSkhIiJseV69eraysLPXr108TJkxQ37599de//lVdu3664q6Xe9y6dauWLl2qhQsXhn3d2mSK/QsIrX2ngnCsA91JAoGAmpqa2jU3KSlJPp9PDQ0NSkpKing8OTlZ0tkrn60JPvZZ+yclJbX7OO2pefToUWVkZKipqUmzZs3SbbfdpiuuuEKNjY1qbm6WmamxsTEuegy64YYbNGTIEB08eFDr1q3T/v37dezYMfXt2zduegw6cOCAbrrpJuXm5mrmzJkyM8/22FotSVF/2X1WL+09ZvDfxMTEqHWSk5Od+3CpGZzbka9XZ/foIl56rK+vV0lJiVJSUjR//vyIc/Vyj0VFRXrppZd07NgxvfLKK3rnnXd06tSpuOlx5syZ+uY3v6lx48ZFrQ1vIUB3ktdee01FRUXtmrtt2zbl5+crJSUl6lWyxsZGSQrdIhBN8LH27N/e47SnZstn5jt37tTvf//7iHOLpx6jGTJkiLZs2aKhQ4fGbY9ZWVme/jq2dU7Nzc3O+7n20doT6sbGxg710d6awbkd+dx0do8u4qHH5uZmff/739f777+vdevWKScnJ+Jcvdxj79691bt3b0nSxIkTVVZWpuuuu047duxQnz59PN3js88+qw0bNqiqqipq3VbxRioXLQJ0J8nPz1dFRUW75gbDS3Z2duhP0ecKjrX8YRqtRmv79+zZM/QsOjs7W+vXrw9dTWztOJ9VMyMjQ+Xl5aqvr9fs2bM1duxYjR07NjSnsrJS7777rh555JHQn+i82mNbqqqq9Pjjj2vXrl0aOnRoXPR45swZLVq0SB988IF+8pOfKD8/P6yW13o8t2Y00e5H/axegjXb83nIzs5Wc3OzDhw4EPZn46amJh0+fDg0LxY1g3M//vhjz/XoIh56nDZtml544QWtXLky7GdpPPV4rokTJ2ru3Ll67rnnQvcMe7XH0tJSlZSUKDExUbW1tZLOrpUvnV3ru6mpqUP/r9F5CNCdpE+fPm0u+B/N0KFD9frrrysQCIS9OGvjxo1KTU1V//79W9330ksvVVZWVtQ3vNi0aZOGDh0adpw//OEP2rZtmwYOHBh2nODj7alZUFCgqVOnqra2VtOnT9e6deu0bt26iLmlpaX697//rb/85S+e7bEtzz33nB5//HGdOXMmVNvLPQYCAd18882qrq7Wn/70J02YMCFiP6/1eG7NaA4fPqzjx4+HvXCp5TFa6tKliwYPHhz1mBs3btQVV1wRurc6WGPz5s1hL7DdvHmzAoFA6PFY1AzOXb9+ved6dOH1HktLS1VRUaFFixbppptuisseWwre/lBXV+f5Hvfs2aNVq1Zp1apVEXMLCgr01a9+NfoLIAMByReI2tN5E4hx/XjVmUuAwE1lZWXE2roHDx60jIwMmzRpUtjcmpoaq6mpCRu78847LSUlJWyZn5dfftkk2ZIlS0Jje/bsaXVt3UsvvTRsbd321Dx16pStWbMmYisqKrLk5GRbs2aNvfHGG57u0ezsOsfRjB8/3nw+n+3YscPzPZqZ/fjHP/7MNbC93uO556wo60A3NjbalVdeaVdffXVo7MMPPwxbbsvMbP78+SbJ3nzzzdBYdXW1JSQk2Jw5c0Jj9fX11rNnTysuLg7bf/LkyZaammqHDx+Oac033njDkz221NYydl7u8bHHHjNJdt9997Xau5d7PHjwYGgt73MF14F+5ZVXPN9jtN+BkyZNMkn2zDPP2D//+c+wY4WWsUv7rl3f49aYbqPTvssydh1AgPaQM2fO2DXXXGPdu3e3hx9+2BYvXmyDBg2y9PR0q66uDpubm5trubm5YWO7d+82v99veXl59rvf/c7KysosMzPTBg8eHLEub2lpqUmy22+/3ZYvXx56d7eVK1d2uGZL0daB9nKPs2bNsuHDh9v9999vy5Yts/nz51thYaFJsrvvvjsueiwvLzdJNnLkSFuxYkXEdvLkSc/3aGb2zDPP2Lx58+wXv/iFSbKsrCzr0qWLfe1rX7OysjIbNWqUde3a1f71r3+F9hkzZoy1vCZx/Phxy8vLs169etljjz1m5eXldtlll1lOTk7EE67gmtYTJ0605cuX2w9/+EOTZI888kjMa5qdXbu7a9euVlpaakuXLvVMj88//7zNmzfP5s2bZ4mJiXbVVVeFPn7nnXc83+Pq1atNkn3pS1+K+j23b98+z/dYXl5uAwYMsDlz5tjSpUttwYIFdt1115kkGz9+vLXkxR6jadc60KnfsevTp8Z0G536HQJ0BxCgPebIkSP2ox/9yPx+v6WmptqYMWPCnvkGRQslZme/KceNG2epqamWkZFht9xyS8QPYLOzbzVaVlZmubm5lpiYaIMGDbI//vGPUc+pvTVbihagvdzjiy++aMXFxZaTk2PdunWz9PR0Gz16tFVUVERcXfFqj1OmTAldkY22Bd/Bz8s9mn36yzfa1q1bNyssLLS///3vUfdpac+ePTZx4kTr0aOHde/e3YqLi0N/jWhp2bJlNmDAAEtMTLS8vDwrLy+PemUuFjUbGhrspz/9qfXp08eSkpI802Nb/ycrKio832MwZLW2rV+/3vM9vvnmm1ZSUmL9+vWzpKQkS0tLs4KCAlu4cKGdPn06oqYXe4yGAO1tPjNefgkAAHCxeO+99/SVr3xFo1L+T927ZMT0WCcDx7Sh4XlVVVVp0KBBMT1WPOGNVAAAAAAHrMIBAABwMWId6IsWV6ABAAAAB1yBBgAAuBgFgq8XjfUx4Ior0AAAAIADAjQAAADggFs4AAAALkYWOLvF+hhwxhVoAAAAwAFXoAEAAC5CZpLF+EV+rGLXMVyBBgAAABwQoAHgAnvooYfk8/nk8/nUvXv381r7nnvuiVltABdY8B7oWG9wxi0cANBJVqxYoW7dup3Xmj/4wQ80fPhwLVu2TG+99dZ5rQ0AOIsADQCdZPLkyee95rBhwzRs2DC9/PLLBGjA4yxgMl+s74HmJuiO4BYOAAAAwAEBGgAcNTQ0KD8/X/n5+WpoaAiNHzlyRNnZ2Ro1apSam5s7VPvyyy9XcXGxXn31VQ0fPlwpKSkaPHiwXn31VUnS6tWrNXjwYCUnJ2vYsGHasmXL+WgJwMWIe6AvWgRoAHCUkpKip59+WjU1NZo7d25ofPr06aqrq9NTTz2lhISEDtevqanRzTffrPHjx+s3v/mNjh49qvHjx2vlypW69957NXnyZD388MPauXOnvve97ykQ4BcgEI/qdUonrS6mW71OdXabnsQ90ADQAVdffbV+9rOf6dFHH9UNN9yg/fv3q7KyUosWLVL//v0/V+0PPvhAGzZs0MiRIyVJAwcO1PXXX69p06apurpa/fr1kyRlZmbqjjvu0Guvvaavf/3rn7clABeJzMxMpaena+uJDRfkeOnp6crMzLwgx4oXBGgA6KCHHnpIL7zwgqZMmaKTJ09qzJgxmjlz5ueuO3DgwFB4ls6GdUkaO3ZsKDyfO75r1y4CNBBHcnJyVF1draNHj16Q42VmZionJ+eCHCteEKABoIMSExP15JNPqrCwUMnJyaqoqJDP5/vcdc8NyZJ0ySWXSJIuu+yyqOMX6pcsgAsnJyeHUHsR4x5oAPgc/vGPf0iSGhsbtWPHjvNSs7X7p1sbZxkqALiwCNAA0EFbt27Vr371K91666266qqrdNttt6murq6zTwsAEGMEaADogNOnT2vq1KnKycnRE088oaeeekr79+/Xvffe29mnBgCIMQI0AHTAr3/9a7399tt68sknlZ6eriFDhuiBBx5QRUWF/va3v3X26QEAYogADQCO3nrrLZWVlWnGjBkqKioKjf/85z9XYWGhpk2bpmPHjnXeCQIAYopVOADAUUFBgU6fPh0xnpCQoE2bNrW7zqFDh+Tz+eT3+0NjtbW1UedGe6Hg5ZdfHjF+6tQpNTQ06JNPPmn3eQAA3HAFGgA6SVZWlnJzc89rzblz5yorK0uVlZXntS4A4FM+Y/0jALigdu3apV27dkmSunbtel7fBGX79u3avXt3TGoDAM4iQAMAAAAOuIUDAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAHBGgAAADAAQEaAAAAcECABgAAABwQoAEAAAAH/w+LwzugvHzk3AAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "d1 = np.reshape(x[0:int(len(x)/2)], (len(screen_array[0].x), len(screen_array[0].y)))\n", "d2 = np.reshape(x[int(len(x)/2):], (len(screen_array[0].x), len(screen_array[0].y)))\n", "\n", "fig = plt.figure(figsize = (6,6)) \n", "xar3 = np.reshape(d1, (x_pixel, y_pixel))\n", "plt.pcolormesh(aperture_array_phase[0].XX, aperture_array_phase[0].YY, xar3)\n", "plt.colorbar(label = \"Phase [rad]\", shrink=0.8)\n", "plt.title(\"Phase of first optical element\")\n", "plt.xlabel(\"x [m]\")\n", "plt.ylabel(\"y [m]\")\n", "plt.gca().set_aspect('equal')\n", "plt.tight_layout() \n", "\n", "fig = plt.figure(figsize = (6,6)) \n", "xar4 = np.reshape(d2, (x_pixel, y_pixel))\n", "plt.pcolormesh(aperture_array_phase[1].XX, aperture_array_phase[1].YY, xar4)\n", "plt.colorbar(label = \"Phase [rad]\", shrink=0.8)\n", "plt.title(\"Phase of second optical element\")\n", "plt.xlabel(\"x [m]\")\n", "plt.ylabel(\"y [m]\")\n", "plt.gca().set_aspect('equal')\n", "plt.tight_layout() \n", "\n", "Ep = moe.optimizer.propagate(xar=[d1, d2], aperture=aperture_array_phase, screen=screen_array , wavelength=wavelength_array, \\\n", " mask_amp = aperture_array_amp, circ_radius=None, input_field=\"uniform\", E0=1, \\\n", " propagation_method=[\"ASM\",\"ASM\"], pad_factor=2, modedef = \"czt\", ensemble_mode=True )\n", "\n", "fig = plt.figure(figsize = (6,6)) \n", "plt.pcolormesh(screen_array[-1].XX[:,:,-1], screen_array[-1].YY[:,:,-1], (np.abs(Ep) )**2)\n", "plt.colorbar(label = \"Intensity [a.u.]\", shrink=0.8)\n", "plt.title(\"Propagation through ensemble with ASM-CZT\")\n", "plt.xlabel(\"x [m]\")\n", "plt.ylabel(\"y [m]\")\n", "plt.gca().set_aspect('equal')\n", "plt.tight_layout() \n", "\n", "Ep = moe.optimizer.propagate(xar=[d1, d2], aperture=aperture_array_phase, screen=screen_array , wavelength=wavelength_array, \\\n", " mask_amp = aperture_array_amp, circ_radius=None, input_field=\"uniform\", E0=1, \\\n", " propagation_method=[\"bluestein\",\"bluestein\"], pad_factor=2, ensemble_mode=True , corr=1e10 )\n", "\n", "fig = plt.figure(figsize = (6,6)) \n", "plt.pcolormesh(screen_array[-1].XX[:,:,-1], screen_array[-1].YY[:,:,-1], (np.abs(Ep) )**2)\n", "plt.colorbar(label = \"Intensity [a.u.]\", shrink=0.8)\n", "plt.title(\"Propagation through ensemble with Bluestein\")\n", "plt.xlabel(\"x [m]\")\n", "plt.ylabel(\"y [m]\")\n", "plt.gca().set_aspect('equal')\n", "plt.tight_layout() \n", "\n", "Ep = moe.optimizer.propagate(xar=[d1, d2], aperture=aperture_array_phase, screen=screen_array , wavelength=wavelength_array, \\\n", " mask_amp = aperture_array_amp, circ_radius=None, input_field=\"uniform\", E0=1, \\\n", " propagation_method=[\"bluestein\",\"ASM\"], pad_factor=2, ensemble_mode=True , corr=1e10 )\n", "\n", "fig = plt.figure(figsize = (6,6)) \n", "plt.pcolormesh(screen_array[-1].XX[:,:,-1], screen_array[-1].YY[:,:,-1], (np.abs(Ep) )**2)\n", "plt.colorbar(label = \"Intensity [a.u.]\", shrink=0.8)\n", "plt.title(\"Propagation through ensemble with Bluestein+ASM\")\n", "plt.xlabel(\"x [m]\")\n", "plt.ylabel(\"y [m]\")\n", "plt.gca().set_aspect('equal')\n", "plt.tight_layout() " ] }, { "cell_type": "code", "execution_count": 195, "metadata": { "execution": { "iopub.execute_input": "2026-02-06T10:47:06.817734Z", "iopub.status.busy": "2026-02-06T10:47:06.817236Z", "iopub.status.idle": "2026-02-06T10:47:07.166703Z", "shell.execute_reply": "2026-02-06T10:47:07.165209Z", "shell.execute_reply.started": "2026-02-06T10:47:06.817734Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loss_vector = solution.loss_history \n", "\n", "plt.figure() \n", "plt.plot(loss_vector)\n", "plt.xlabel(\"Number iterations\")\n", "plt.ylabel(\"Loss (a.u.) \")\n", "plt.tight_layout() " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python3", "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": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 4 }