{ "cells": [ { "cell_type": "markdown", "id": "1f00fead", "metadata": { "papermill": { "duration": 0.002435, "end_time": "2026-03-05T09:29:46.685277+00:00", "exception": false, "start_time": "2026-03-05T09:29:46.682842+00:00", "status": "completed" }, "tags": [] }, "source": [ "# Hyperwave Quickstart: 2x2 MMI with S-Bends\n", "\n", "Simulate a 2x2 multimode interference coupler using gdsfactory for layout\n", "and Hyperwave for cloud-accelerated 3D FDTD.\n", "\n", "**What you'll learn:**\n", "1. Convert a gdsfactory component to a simulation-ready structure\n", "2. Set up mode sources, monitors, and absorbing boundaries\n", "3. Run a cloud GPU simulation and analyze transmission" ] }, { "cell_type": "markdown", "id": "eb63a3ff", "metadata": {}, "source": [ "## Step 0: Install Dependencies" ] }, { "cell_type": "code", "execution_count": null, "id": "eb33cb3d", "metadata": { "papermill": { "duration": 0.003382, "end_time": "2026-03-05T09:29:46.693696+00:00", "exception": false, "start_time": "2026-03-05T09:29:46.690314+00:00", "status": "completed" }, "tags": [], "title": "Installation" }, "outputs": [], "source": [ "%pip install -q hyperwave-community gdsfactory" ] }, { "cell_type": "markdown", "id": "d3236d7c", "metadata": {}, "source": [ "## Step 1: Imports and Configuration\n", "\n", "- `hwc.set_device()` auto-detects GPU/CPU and installs the correct JAX variant\n", "- `hwc.set_verbose(True)` enables progress logging" ] }, { "cell_type": "code", "execution_count": null, "id": "d814db6d", "metadata": { "execution": { "iopub.execute_input": "2026-03-05T23:46:58.656606Z", "iopub.status.busy": "2026-03-05T23:46:58.656489Z", "iopub.status.idle": "2026-03-05T23:47:00.869029Z", "shell.execute_reply": "2026-03-05T23:47:00.868432Z" }, "lines_to_next_cell": 2, "papermill": { "duration": 1.85964, "end_time": "2026-03-05T09:29:48.556479+00:00", "exception": false, "start_time": "2026-03-05T09:29:46.696839+00:00", "status": "completed" }, "tags": [], "title": "Imports and Configuration" }, "outputs": [], "source": "import hyperwave_community as hwc\nimport gdsfactory as gf\nimport numpy as np\nimport jax.numpy as jnp\n\nhwc.set_device(\"auto\")\nhwc.set_verbose(True)\n\nPDK = gf.gpdk.get_generic_pdk()\nPDK.activate()\n\nWL_UM = 1.55 # Wavelength\nN_CORE = 3.48 # Silicon refractive index at 1550 nm\nN_CLAD = 1.45 # SiO2 cladding\nRESOLUTION_UM = 0.02 # 20 nm grid spacing\nWG_HEIGHT_UM = 0.22 # Waveguide core height\nTOTAL_HEIGHT_UM = 4.0 # Total stack height\nPADDING = (100, 100, 0, 0) # (left, right, top, bottom) in theta pixels" }, { "cell_type": "markdown", "id": "bb86e84d", "metadata": {}, "source": [ "## Step 2: GDS Component to Simulation Grid\n", "\n", "- `gf.components.mmi2x2_with_sbend()` creates the photonic device layout\n", "- `gf.c.extend_ports()` extends waveguide ports for clean mode injection\n", "- `hwc.component_to_theta()` converts the GDS geometry to a 2D design grid" ] }, { "cell_type": "code", "execution_count": 2, "id": "750ca373", "metadata": { "execution": { "iopub.execute_input": "2026-03-05T23:47:00.870531Z", "iopub.status.busy": "2026-03-05T23:47:00.870346Z", "iopub.status.idle": "2026-03-05T23:47:23.599133Z", "shell.execute_reply": "2026-03-05T23:47:23.598518Z" }, "lines_to_next_cell": 2, "papermill": { "duration": 20.147566, "end_time": "2026-03-05T09:30:08.704954+00:00", "exception": false, "start_time": "2026-03-05T09:29:48.557388+00:00", "status": "completed" }, "tags": [], "title": "Step 1: Load Component" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Component: extend_ports_gdsfactorypcomponentspcontainerspextension_6da1bf2d\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " Theta: (3600, 500), Device: 36.0 x 5.0 um\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "EXTENSION_LENGTH = 2.0 # Extend ports by 2 um\n", "\n", "gf_device = gf.components.mmi2x2_with_sbend()\n", "gf_extended = gf.c.extend_ports(gf_device, length=EXTENSION_LENGTH)\n", "\n", "theta, device_info = hwc.component_to_theta(\n", " component=gf_extended,\n", " resolution=RESOLUTION_UM,\n", ")\n", "\n", "hwc.plot_theta(theta)" ] }, { "cell_type": "markdown", "id": "bxg6khfp80g", "source": "### Alternative: Load from a GDS File\n\nIf you have a `.gds` file instead of a gdsfactory component, use `hwc.gds_to_theta()` to load it directly.\nThis replaces `theta` with the coupler device for the rest of the notebook.", "metadata": {} }, { "cell_type": "code", "id": "v41x12yaq4", "source": "# Alternative: Load a GDS file directly (replaces theta above)\n# Replace \"coupler.gds\" with the path to your own .gds file\ntheta, device_info = hwc.gds_to_theta(\n gds_filepath=\"coupler.gds\",\n resolution=RESOLUTION_UM,\n)\n\nhwc.plot_theta(theta)", "metadata": {}, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "id": "9906bcdf", "metadata": {}, "source": [ "## Step 3: Build 3D Permittivity Structure\n", "\n", "- `hwc.density()` applies density filtering for minimum feature size\n", "- `hwc.Layer()` defines each vertical layer (cladding, core, cladding)\n", "- `hwc.create_structure()` stacks layers into a full 3D permittivity volume" ] }, { "cell_type": "code", "execution_count": 3, "id": "41960760", "metadata": { "execution": { "iopub.execute_input": "2026-03-05T23:47:23.601103Z", "iopub.status.busy": "2026-03-05T23:47:23.601005Z", "iopub.status.idle": "2026-03-05T23:48:08.397240Z", "shell.execute_reply": "2026-03-05T23:48:08.396208Z" }, "lines_to_next_cell": 2, "papermill": { "duration": 38.804606, "end_time": "2026-03-05T09:30:47.511014+00:00", "exception": false, "start_time": "2026-03-05T09:30:08.706408+00:00", "status": "completed" }, "tags": [], "title": "Step 2: Build 3D Structure" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Density: (3600, 700)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Structure: 1800 x 350 x 199 = 125,370,000 cells\n" ] }, { "data": { "image/png": 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", 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eps_core = N_CORE ** 2\n", "eps_clad = N_CLAD ** 2\n", "\n", "density_core = hwc.density(theta=theta, pad_width=PADDING, radius=3)\n", "density_clad = hwc.density(theta=jnp.zeros_like(theta), pad_width=PADDING, radius=5)\n", "\n", "wg_cells = max(1, int(np.round(WG_HEIGHT_UM / RESOLUTION_UM)))\n", "clad_cells = int(np.round((TOTAL_HEIGHT_UM - WG_HEIGHT_UM) / 2 / RESOLUTION_UM))\n", "\n", "structure = hwc.create_structure(\n", " layers=[\n", " hwc.Layer(density_pattern=density_clad, permittivity_values=eps_clad, layer_thickness=clad_cells),\n", " hwc.Layer(density_pattern=density_core, permittivity_values=(eps_clad, eps_core), layer_thickness=wg_cells),\n", " hwc.Layer(density_pattern=density_clad, permittivity_values=eps_clad, layer_thickness=clad_cells),\n", " ],\n", " vertical_radius=2,\n", ")\n", "\n", "z_wg_center = clad_cells + wg_cells // 2\n", "hwc.plot_structure(structure, axis=\"z\", position=z_wg_center)\n", "hwc.plot_structure(structure, view_mode=\"3d\")" ] }, { "cell_type": "markdown", "id": "dfefbb18", "metadata": {}, "source": [ "## Step 4: Absorbing Boundaries\n", "\n", "- `hwc.get_optimized_absorber_params()` returns tuned absorber widths and coefficients for the grid\n", "- `hwc.create_absorption_mask()` builds the 3D conductivity mask" ] }, { "cell_type": "code", "execution_count": 4, "id": "213ac3be", "metadata": { "execution": { "iopub.execute_input": "2026-03-05T23:48:08.399370Z", "iopub.status.busy": "2026-03-05T23:48:08.399077Z", "iopub.status.idle": "2026-03-05T23:48:14.319114Z", "shell.execute_reply": "2026-03-05T23:48:14.317116Z" }, "lines_to_next_cell": 2, "papermill": { "duration": 5.35845, "end_time": "2026-03-05T09:30:52.873737+00:00", "exception": false, "start_time": "2026-03-05T09:30:47.515287+00:00", "status": "completed" }, "tags": [], "title": "Step 3: Absorbing Boundaries" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Absorber: widths=(82, 41, 41), coeff=0.000617\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, Lx, Ly, Lz = structure.permittivity.shape\n", "\n", "abs_params = hwc.get_optimized_absorber_params(\n", " resolution_nm=RESOLUTION_UM * 1000,\n", " structure_dimensions=(Lx, Ly, Lz),\n", ")\n", "abs_widths = abs_params[\"absorption_widths\"]\n", "abs_coeff = abs_params[\"absorber_coeff\"]\n", "\n", "absorber = hwc.create_absorption_mask(\n", " grid_shape=(Lx, Ly, Lz),\n", " absorption_widths=abs_widths,\n", " absorption_coeff=abs_coeff,\n", ")\n", "structure.conductivity = jnp.zeros_like(structure.conductivity) + absorber\n", "\n", "hwc.plot_absorption_mask(absorber)" ] }, { "cell_type": "markdown", "id": "e93cd9c1", "metadata": {}, "source": [ "## Step 5: Mode Source\n", "\n", "- `hwc.create_mode_source()` solves for the waveguide eigenmode and creates the source field" ] }, { "cell_type": "code", "execution_count": 5, "id": "16fe264e", "metadata": { "execution": { "iopub.execute_input": "2026-03-05T23:48:14.320806Z", "iopub.status.busy": "2026-03-05T23:48:14.320681Z", "iopub.status.idle": "2026-03-05T23:48:18.268487Z", "shell.execute_reply": "2026-03-05T23:48:18.267738Z" }, "lines_to_next_cell": 2, "papermill": { "duration": 3.507435, "end_time": "2026-03-05T09:30:56.386098+00:00", "exception": false, "start_time": "2026-03-05T09:30:52.878663+00:00", "status": "completed" }, "tags": [], "title": "Step 4: Mode Source" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-detected waveguide at y=62 (width=24), using perpendicular_bounds=(14, 110)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Auto-detected z_core=99, using z_bounds=(51, 147)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Source: shape=(1, 6, 1, 96, 96), offset=(82, 14, 51), beta=[0.19948572]\n" ] }, { "data": { "image/png": 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DQ4GdDLWFVQlbv1hJZ3+bQDI4eM7d7ex1gSkL3MfLq+Z1L7TnJjC9fmMHZJ/r0MfEquINzvNrnwevb3s7+S9aZyeW7Yv+ReTWh1vTY9i7D9w2sXWBKTAcxRKz6c7rnIwviW4lgX3/NsI+xAByA4lgAACQG/iDveGqzmNT28exWts7SphnkAphALko4lY7WpWbYXO6uozkzenqqyp1G3gZ3UBe2E352ZWrsvpyEu/z9mElXo2Sv557la/BhKUleDxRVb7e+xKW1uu/296RvzI1mWT3edNB2BXCCk0MG68SNiQp7B6n46/6Da/oDib2rfPjdhRMbIZNC+IlQmW19d/2JY19/VttpXiy1q3eNiZePezOhew7l9Y5jyg2LYOR47jpX/d5Wo0YnawS2AlJAntzHUe84zTucfFnAXIMiWAAQFrCChuy0SeQUl0mfx3rDRNqpiaPR50/htXdn5N4k+cAaijbsZKnKtLiSI4TiSe7JO937wJxRvJ9Ed4YKRqRvIldQyokwxLAXrJNvsRbQuLZlyCOdel+Npcw/kClqb3PZNxEqNc+fhiKRCorg92pISR/4texNggbj1e5G9at8bfxLgDnrgzbV+Uv4Xt0vMWxEpXBBKxjn3f3fnevxkrieuc+mExWQiI4/nha27nnJjhVRTApbye5o4on2K1KYcc6h/EiX0fxDdwd2QnZNDOzSZ9HTuW/BccJSQIHptpgjuB6QyzNLBLBAACgcaICuAmor8c43X6b2DsHAI2XXS0qWRWhbuIrMQlrIkr8Gr7v5dFKRMb2mZD8tROG7vaB5KGxkoiVyWAn/GXYmxc43r0JaRj6Cu6tjFcbVx6/Nd2AlxhO8doeS/AmXATOFY3Gf7rJ9WQVv/ZO7cSxN61DvALY8S7OFkige8n88Ljl+H4JJIIj9r7ij5WTNImv+OPpPa4K79t+2ng5XWu6iMA2CfPxOtZPX3V4DeOur7ra/t2+2F1gagzvw2ViPXJLpL4HAABoHCr/NnWyvNT3UaNB8X39MYMJwmz1UxvBMSZbsj2eOt+n0j/WGlUDh3acZn+qo/7qWEN+3jYB2Y+VNRvnjBkz1K1bNxUUFGjAgAFasmRJyvZPPvmkevbsqYKCAu29996aN2+e7/6RI0fKiSVW3OXII4+s2eCQAVYyNlYB6SXEItaSF/F9Rd6JROTkRSrX50XiyT9vf4ol1OR/fYxY+wkmg70lIhNxZGJfz7dft4yTZIk4/sXdNrDYbbx9278HxurYr+mpXj7tJLCJViZ7w5aKCpmokfHaWMnghMUkLnLPq318Ef/iJTPddU7I/fInOb377PZ5lUte7PH2phBxrP3Gfs+LeG2VF/9p8iIJi3+8SWJosmSzl9h2vJu1im2xfVVWAkfi82Vb581xYs8Db7zu8x31obHE0saKRDAAAAAaqIb8JqyKhAHQQD3xxBMqKSnR5MmT9d5776lPnz4qLi7Wt99+G9r+zTff1LBhwzR69GgtW7ZMQ4YM0ZAhQ/Thhx/62h155JH65ptvvOWxxx7LxuEgXVbyzQkm5XzJXTt5GvHaO74EnrzEqePu2+7H+937X+CDPavG0vc6WtWLakgiOmXbsH0mG6vjH6/kr+L1JYGtKSPsBG40GksAu4liE0sCR2OLm+i1luB+Q8bjBBOgjiofE18C3Uk4PQkfADiB23Y1ePD82Pu1K3+tpK6XbA/5sNT4Hm/ruZO0n8SHx13h2KPzHV81OIHfq/qQt84+XAYaHhLBAACgYavvCsf67t9W3bFkauwJSYQq7q/J0lg0tvGiybv11lt11llnadSoUdpzzz1VWlqqbbfdVrNmzQpt/6c//UlHHnmkLr30UvXq1UvXXnut9ttvP915552+dvn5+erUqZO3tG3bNhuHg3RZlY++qt2watNIXqziM09qFvvpVghb1cQJlcB2pWdC5a2dJEySmEyZoHMSq39TxQ53X97t1H140yu4iUBvjltZ8/yaxMRvRVSmokJm61aZrRVSRXwxFRUyUfdnVCYaSAj79hv1jdWrXg2O073Prc6tKpba1a12Fay1b/8HAwo/T9bzI7zqN3FJlSgOSw47kn+dYy2+c1O7mOtYzzknWB1sfRjiUBGMHEUiGACQluxPC1G5AGisnDpYGrrGMk5kS33FyXXr1vmWTZs2hY5v8+bNWrp0qYqKirx1kUhERUVFWrx4ceg2ixcv9rWXpOLi4oT2ixYtUocOHfTLX/5S5513nr7//vvanEpkgJvjjCf6YitSvgxbSUG52yaZE1iB/fm2rfzd2Ouz8M0K7/piLt+x2+tT7cHEf0+YyiGx8tfYF4ezK4dlYvf5F3s6iNCkerCqN9njFjyg4Lm2Hw9vV8kOPJihjR2GY60IS9jWKoRXZyO3rf341AH7uYt6w3vOzCIRDAAAkI7GWLla15ddruqYG8M5AXJQ165d1aZNG2+ZOnVqaLvVq1eroqJCHTt29K3v2LGjysrKQrcpKyursv2RRx6phx9+WAsXLtSNN96o1157Tb/5zW9UUVFRyyNDnfFVdjqSN1+qU0Vlp+Nv51XmBuYBdhSIj1YVarASOO2q3hrE25D9GV9SVYonRdPcr1EsYatYJbCprPK1K38rtlZWBbsVwW7lr51EtuYQ9pZoRTxWOxE5kTw5EX8FdmV1auz3hErg4OMQTBaHJ5b98+EmOQ/eeifwuxLXu/uz2yV7XJI+ZonnXfY0HL5tFN+XqXky2Pj2H/Z8rNFugQatWX0PAADQONTx5+1p9wk0eI5Tt8nWRo93TWi6sh0r3b6+/PJLtW7d2lufn5+fxVFIp556qvf73nvvrX322Ue77767Fi1apF/96ldZHQtCePlPKxHqVW5W8ZrtJsOMJMdUbmTC9hm2/3iyMF4JHGjjytQ/HHfscirH78R++vp0FDoAu5k1N7CxKoONG/9D/w6wjtGebzh0nPZjovj5S/gZTLAm/GLdZ6yEsLxtHSekfcoPeYO/O/Hfw54HYdsnPfSUd0qKne+q+B7SkFdiE7wRdr6S/I6sq69Y2lSQCAYAAE1HWpU/NfhzMNl+6zpBbH99NJOqU3kVul4pvm5adwwJeECS1Lp1a18iOJn27dsrLy9P5eXlvvXl5eXq1KlT6DadOnWqVntJ2m233dS+fXt99tlnJIIbCq+a16rqTZjWIcB9jY2oMlMSjVQmF03sA1A7CWknKt39KzhHbKyt98NOIluVmdWNcWGJzcCF14yMHGMlg+3EbDAXaV/UzViVvMbIuFNARCungFA0Wrl9JBLrKhJ+nMbImGh4QtibaiPi7cuxHisnWH2d9Bz49+llah23D39C2N82cNuXjA5UxwY/RAit8rXXJ0n2OrH1NQnlCdXCxp+wD9sgtt4YI8erwk780EJOZcW04RtOyFFMDQEASAtzBCN3JJTcWAuqn2ROPIdO2Oq6XiQeMjQ4DT1ONm/eXP369dPChQu9ddFoVAsXLlRhYWHoNoWFhb72krRgwYKk7SXpv//9r77//nt17ty5WuNDplgJu2C4C61EDduFm4QMJM5Cqn9T/u7t30ndX00PMyE+xFf45rcN3TggWJaYcIE3q52keILdnqohPv2C4wQvzBZf7yWBHfvCdYFzGP7ABA46sHj7dJsF9mEnc32JZmv70HNkbVeVlI9xFdsnTRJbD477UPgSwEmSwd42wWS8rPPDHxf1raHH0saOimAAAJB7GkoVR7YqhWu7/1pWAId+zTTTHMWquxLvMjWtMKrVeJyqv/oLNAAlJSUaMWKE9t9/f/Xv31/Tp0/X+vXrNWrUKEnS8OHD1aVLF2+e4QsuuECDBw/WtGnTdPTRR+vxxx/Xu+++q5kzZ0qSfvrpJ1199dU66aST1KlTJ33++ee67LLLtMcee6i4uLjejhMB3py8/orgxOSo8WaASNyH4tMs+FjJ4NhiYhXBlf3IHz9C92+9nick6dJJNnobB/bndhaoOHaCr9XGl+j1J3yt36PRWGWvW01cmcB1IhF5Ce/YcTv2MTmSFKksQg1LQkrxJLFVte04IfP/hh23sffl+O8OVu4mnV7C2t6u4HYf02B1cLDK2z3X6f4Nkqqde86Dj0tiw3ibaDTtfo2ceFWwW10cOx67GpukMHIRiWAAAJCj+OM9LWknzVO9IQpPyGZckj7tbxhndSDZ7xiotqFDh+q7777TpEmTVFZWpr59+2r+/PneBeFWrVqlSCT+xdFBgwZp9uzZmjhxoq688kr16NFDc+bMUe/evSVJeXl5+uCDD/TQQw9pzZo12mmnnfTrX/9a1157bdbnKkYqdgKvconP2+tvZ+xkcPA1LXQagHiC0UsAh81vKwWmlEgcYsrXUH++OjGBaQLtkh1DkJ1k9D7Qs2am9SUiA0lJ38XW3GO3krq+sbvJx2TBy59QdxLOYeAk+BLsbvxJfDy9fdt9hD0ICc+H+O/GO7xgYj/Zg1ALXuGuif9urN8T2iZLElfRib2tu2/fFBj8HYncRCIYAJCesD++stEnUB2N5Y92pxoVM9VRp5XAyZO7TtibzITfq6suz4cjx6r2sgt1q/sUocgX1ZLtWFnDvsaOHauxY8eG3rdo0aKEdSeffLJOPvnk0PYtWrTQiy++WLOBIHvCqjvtSl7fi11lpXBCZXAwz+clFyXj7turAHbnuw35ENHuK9nvoeMPHURgfMHbgU28D+ycqvOWvmrgqoYWS9765kQOJGHdfSbjVaTGp4nwJ27j5zt47E6qBGbCOAIZdW9IVl9W1bivMtaXBJY/sV+j1yM7CW8l2xOamVjTWDV21H1coqn7DQv6VrK/cp9GTjSaub/NUH2NJJY2ViSCAQBAjgh7g9OA2dVR9dl/0vu9/4WvD9s82TZVciuk6uhcBMZR+b7fKhWrxhD92wJAIxR83bZ/WsncYEWt72ZYtak9tUQwcRmpbGjsJKL3W8i3J9zqzKoOxE32uh/2BV/Pw17f7YS2G2u8cVfRpzcXcBXt3MMMSwL7KoOTByAnWLXrJetD4pYTOKfJ9ptsHEHu1Ai+ndrHY40nYdvAfmrCmDROs1WNbaJWzjhJRXDS4439zeEes286kNjTq2ZHATQKJIIBAOmpj4n0m9jE/UDaaps8Dv2nVfU7n8RiojT+jQabhA499mY86b/52idiG0uxOBq5bMdK4iSqK3jhMTsZ5kp4yfXHBzcn7K8gVbyK1OtH/hffsOSvUiRa7SR1sikPqmQnex0Zx1QmXKsVR40/WZguK4nqBMcb9sGpnXxNSK77z4XjHZu9TYpxJL8zMYnvnW83mR8y1uC4U54W+7kQ8nyrDjdZm25br195F/hzYlXr3nzNsbmInViCWSY2NQ6fAdcfYmlGkQgGAABoSpJWDXn/S35/6AVmqrFNynKfZInodN/xpVDVOAGgCfHme/VWhGZo/e19HP/re7Dq1HH7sJKXoa/jpupK4LAkcMq8Ztinj44Vf6rMWoaN0vufSatyWYlJ4ISq3hQVur4LtSkhMey4beyfwX7dpHWyKSpC+7XGFWzqJYtDxiop1Tn1V9i6ifnqJ4O9CuDaJJG950DseeDuyt1vcD5oIAdFqm4CAEDjMmPGDHXr1k0FBQUaMGCAlixZkrL9mjVrNGbMGHXu3Fn5+fn6xS9+oXnz5mVptEB9S/Fm1G5Sjd35KopS3V+tneaS4EnIteMD0KAEPoRzkuW40sp9Of7X92QXNPMlH5O8xqX4XDAhGer1leo1MyzmZPD11a7WDVkcx4nN92uvj1QuESf14rWJbR9x92edg+CUE8FEbej9jr9tMGYHE+52EjpUyJMm9Hlkjy+Q4La3S/bhbzAx6z2nq1ml7ds2ST8kg5HjqAgGAKSlRhfkrYM+q+uJJ55QSUmJSktLNWDAAE2fPl3FxcX6+OOP1aFDh4T2mzdv1hFHHKEOHTroqaeeUpcuXfTFF19o++23r/0BAI1BsoStdb+T7hvp0IrhwO2E0rJ05oSsWfVQg5QyKZIDx9fEZTtW8pRB2uyKR+8lKCQJl0qwstS9mJi7zlHlnMBhSdx0n6u+7eyEoX1fiqmEgnHIq4qtg2+XhA43nkm1K38dd5qM4DQP3hgDCXX/TisTycHtkg7CSu4GpkOI32/9lMKTtb52lWOMV48nSQZ7FbXGup2qwtt6/BKuRpgk+Rp6sb4aTNXhbWniH4Y4/nvcfycmWg9vfOAhlmYWiWAAQE659dZbddZZZ2nUqFGSpNLSUs2dO1ezZs3S+PHjE9rPmjVLP/zwg958801ts802kqRu3bplc8hoyur9L89kb6SrbJHWtlXen/a3dNNqVLdMwi91IM2EOgDUOWsahmASNXgz5GXPhLQLF0zEBm+E7NwJ3HDC1ifbZxZVmeS0frHnYvYSvmEJYUmBJGtoAriqOYCTTcORkAR22yVkQa2Er53MTyJk85QVvcn2kfTvoGT7qWWVrptg931IYeL/Lrx/H/X99xmQOUwNAQBIi4lN2p/tRZLWrVvnWzZt2hQ6xs2bN2vp0qUqKiry1kUiERUVFWnx4sWh2zz33HMqLCzUmDFj1LFjR/Xu3VvXX3+9Kioq6v4kAp4sljoEvwrqWy8F38k5sTdJ7n+hbz6TbFv9scX+l8mv7taCcauQ6kKV58xJfKyCjxkavPqKk0CVokaKRitjTzQqxxg5JupdLMtNfDn2V+6txanRfO3WPowJTTBXCiRNQ6cwiD3X6/UDVCt2J3t9Do7Z/elN+1A5NYQTsZY8/23lRSrb2b97+4n4F+9+t9/A/e40E4512x2H+3ue3WflfkzEkbGntUh2LjIxjYL3tAlW/RqrOrgGfdlTaoRUjhvj/huJWn3X6khQQ8TSzCIRDABo8Lp27ao2bdp4y9SpU0PbrV69WhUVFerYsaNvfceOHVVWVha6zfLly/XUU0+poqJC8+bN01VXXaVp06bpj3/8Y50fBzKsMf0Nl603FkmTiEnKrezVTuLdKbetqTreXcOWTrl0cElnOwBIxZ9IiyfZKtc5Rt7iNQ8uvv0E2vnutvuIL46vTYikMUfxOzIdOxOO3/jWh3afMl5KvtfxWEx2vMR2ig8AEz4QDFT9+hLmSrEEE9NJPmwM7c8ef+Ac+c5T4Hbys1UN7kk3vtv2/2skSU7b11fC8x7ILUwNAQBIj3ESv0qYjT4lffnll2rdurW3Oj8/v866iEaj6tChg2bOnKm8vDz169dPX331lW6++WZNnjy5zvpBJjnWH/a1fY46yXdR1VdC05HpSqYqq0cTz1XC/L8Juwg7J8FtSFRmjqOcmiM512U7VjaxKibUQjRaWRXsGCkSlaKRWPbXeo2p6ukUGgf9cwQ40dhNe3W6UwYEp0wIS0RmiJdgDFa5JlykzKoI9n46qfPAViLWUawKV9Z6BX7aU0Z4P0zgttVj0s98/f0YJ1kdoLGmXQ6MISG+Bx7HsMc23Vhl79pXfetW/iZ5PGo4gaxjJ8W9Yfur3Y0xsSr5qIyJVrsP1BFiaUaRCAYANHitW7f2JYKTad++vfLy8lReXu5bX15erk6dOoVu07lzZ22zzTbKy8vz1vXq1UtlZWXavHmzmjdvXrvBI0vq8g+4JPvK0IVmsirZm8cqT18a57dp/Q2dZXZWpbE/CQFknV3x6M6B6vuAKZi5Dee9AiV7ObITv74LuiWJn3URe6rLrpQNSvnymuJvgLSG6fh+JFTjeutijar8ALaq7vyVvr6LvvlUPphG8vcdNo6w4w8mZBNuB8acsI8kBxL2eUOdh79kz32Tof6AhoGpIQAAOaN58+bq16+fFi5c6K2LRqNauHChCgsLQ7c58MAD9dlnnykajX/q/8knn6hz584kgZHIu/hLPfaf8qujSTf03+/Imws4vALYXjJwHCFdxvtN1a6q48xlwUoxAKiGaFTGnSe4oiJWIRyfM9j3s8pqS6sq092nbwmuT1bN6cSX2r62WQlPe/F9CyZYaZsub5oIqxq4qnjkbhOaAI9t65ur15rPN2LtPzgncCQwJ3Cy+2P7NJGIjLv/vIiU5wSW2Ppm1v2xeYzjf/MEk6TWY29S3I6dM8c7dylifKr471Ud17wauEpRa7/BxxvIMSSCAQBpqerbWZlaqqukpET33nuvHnroIf3nP//Reeedp/Xr12vUqFGSpOHDh+uKK67w2p933nn64YcfdMEFF+iTTz7R3Llzdf3112vMmDF1deqQaVnLi7lvVrPVXx3yqoDSqCjytc1i4rvKruo5CV8nTMhSHVl+TFBtjSFOoikLPoFkJb+S/Kxqf7L2472sJUmABlX3Ja3KKlj3p5uk9X8A6n6Y5hUqh1bIhgk/mBq/EvuS04onQYPJ0Oomx33n06oCTnce4mRzDtvcUxE6ZUbiefLNO+0bZDXZyeAaCeu38nb4LtN8DiMjiKWZxdQQAICcMnToUH333XeaNGmSysrK1LdvX82fP9+7gNyqVasUicQ/B+3atatefPFFXXTRRdpnn33UpUsXXXDBBbr88svr6xCQtqqTsk413uRl9I/Amu68phVSybZzJG8mw4QmSc5n2ufQv1Hot27dN3JVbFvZXYo3Yemel7T6SzESx1GdPTeMUeh5dJKsB4C6FMt2GGMqX3GipnKuYN8cQaaGcSfweu2+rNnr6uQbJo4SpmlKFaMcybjxKCp/TPC2CxtscD+O/7zEgoJRyNzAXsAIvLY7is9Ra38DJuyibdVlnQPfPL9K0kdgm6TxNp3gFzunjndundTTrdZlpW3CuUryOEYiscO1zkfs3Dj2hfF8j7HC9wXkABLBAID01OHfbdXqswbGjh2rsWPHht63aNGihHWFhYV66623atYZ6k9aCco033iaKt4E1odaTwGQ/I1x8vXV3KaaHCeN95XW+9JaD6Y28zp746jL50bYfkgC55Rsx8oG9rKFBsx9bhoTm8LXyJex8+YMVs1fllK9wNfoQ8UkO/K9todXedp9GiM5MoGmgcrXKv8tpSqPDbmZ7Dx6iVlrrLVJAttd2snM4LzDwUSn2z4sme0lhtM5Mcb/a5VJ4DqScKFb6/Gx+7GnwfLOuZ0EVui5iZ8DXmTrBbE0o0gEAwCAnJN+JXBwm7g6rRBOKwNazf1Vq717Nhz/yiq2SatdSJtUw3McpxqVwUnaVOtUVjX+JvbXP4AmKFYJbKKSiX0rypjK+XsjdjZUVpGsXS1bra6Cv8RiYKxPO7Yk23VYvLTbhtztn+5Babz0u98JD9lfim/VJIzRrQ42JnbKqlFV7avWjXeQqqI2GBZN2PkMu/hc2DaxdsbdNnYsjncxQSWpFE42OKd6EdV9TsR3YFXrWn832Ulcd713n+MtXnVv8MH3VQJLvirgwD74bBZNAYlgAACQW7w3CzXYxpWJKpCqksFpJ3fDqpKq3iKxesb7X63HVO28dDp58WTjq9ZjU9XzwK2IIxkMIIe5CTc38SnFX4SjiiWDLV5SMPb6WK0X+UACMeEFvxrx2U72pXqZtuN+tYeaovQwMHZHkgkejzUThJGpRvd28jEwnUKK822CYw2tjLXX+5Ogqc9V7Dw7KWJjkuCdejqIVHfYHxjEdhQbr2Mnlt3ngHscgedU5bQbEf+xBiSdBsI6N+EX0QVyS6O4WNxXX32l3//+92rXrp1atGihvffeW++++653vzFGkyZNUufOndWiRQsVFRXp008/rccRA0DuMcaplwXpIVY2EelWq/jfX8q/UZJ3yk5gCd0m2VITVe0zRT+12DRhDGkkxIPXHKpT3nyJ1UhGp3iji/pFnGzcmkYsrXy98U3V6lVYxpa0vsESf+45JmwxseknwpbYOOyXv1RXcYomWa/4fhxZ+w7s10snmvh4q8NJNp+vYonZkCS7tz7Z/LvhHYUkctMeZeptrLEknKt0JFTvVjEaI2veYOun/fiH9VHVgIJX9nJic0A7jhRx5EQicvLyQpZmUl6elBeRIpFY+8Dv9hzOqFfE0sxq8IngH3/8UQceeKC22WYb/e1vf9O///1vTZs2TW3btvXa3HTTTbr99ttVWlqqt99+Wy1btlRxcbE2btxYjyMHACA7iJVNRLKvPIY1DWaCnfg98SRicD/Jt3GCdyUkmmt2ONVd3GFWf8NUg6yiTay/sFkU64ypRqJAkvc8IBkM1JkmEUvtpKuMP4npJWZNGkm/kA/RwpK3USMnWpkQdhKSub4BVf6ImvAlmGj19Rn/6QR26V+XLJGc/BB9MSQsBrsX4PMdhwmMK0UyOPjhbjDgVec1Pp2m9rmyH+Mq408a5yt0s5DnlPu4hyahkzzOYUJiveMmdPPypLw8Oc2aWUs8KewmgB17cRw5XkVx9Q8VaEwa/NQQN954o7p27aoHHnjAW9e9e3fvd2OMpk+frokTJ+r444+XJD388MPq2LGj5syZo1NPPTXrYwaAnFWDvwGReU0jVqb5V7mTrb/fHdXoH0RacyIk6y/91UkbpV1JalV6Vdm8hic9ncqfsL6S76zqTavIa1Q1TYT37eSMvBbaO63OCQ1ry4t1veL0N0o5HUvT+RzRuPc7/ljhJSsd7+Ji1XqJCk6tkOzFuJoVp4njMJWv4bFyX18C2BtHWKI22bhDxuOdw0AsD01qhu0wrJ11XiUr6Lpjc3zb2tXMqYsY3QfUPS+B43FUORewPaGFLzGcIgEfGH9iv1WMyw6kxn+X/wOC4G6Dj4f7Ea2bDI7EE8JJP6k23nEnjD344YZ3mxf1esFpz5gGXxH83HPPaf/999fJJ5+sDh06aN9999W9997r3b9ixQqVlZWpqKjIW9emTRsNGDBAixcvTrrfTZs2ad26db4FAIDGKBOxskHFyXSrPB1ZlbAZHVCKNxjpbB4cdxX7quJ4HSdxSawAdhffDf/ivQf1VwCneVDJH6dqV+hWfSqqXZHsJS9SNY4nO5Luw7GuPp4Jqb4ym2xQdVmmDTRhuR5LqxUf7SpYOwmczvappnaIuhesMymqfpMsUfunFJooNCY+JYHdPhqNVyh7+4wm9pHsGLy+3AuSpTreVKcm2Z2B5Lu3Lrjen8xOOcWFL9Fd1WPiVm4rPp2De9jBxyZk6P4PGlI8QUIrhCsX453nkHMYaFvZr/0cdauBncqpH9wpIJrl+Ze8iBRxK4LjlcHxKSKs6SFq8bcK0NA1+ETw8uXLdffdd6tHjx568cUXdd555+n888/XQw89JEkqKyuTJHXs2NG3XceOHb37wkydOlVt2rTxlq5du2buIAAgBzBHcMOViVjZaONkY3nK1DiJHF+qer/ltQ8rBQvLBYdtnFZitzbHUc0EctI3Z2kMwgn8TNao3p9DJvATjQlxsvHK+VjqCxrVe974KlbrYijBZGMgiRtcfIlD2dumkcS1k57B3+0kpJdcNrEejLe/eC44WaLXWL9Z+00Yp/xjrVJ8DCFdKZ7gTbHfYNI9eN58yW4rEWufV6+Pagw9bBxJjymYSDexQ0unw9jz0k0I20n1ZEukOn9voD4QSzOrwU8NEY1Gtf/+++v666+XJO2777768MMPVVpaqhEjRtR4v1dccYVKSkq82+vWrWs8b3IBALBkIlYSJ9ORImmYzpuXqt5gOIE37E6sokv+1Sn3maSSuPKuqvpPY4y1UdN9e2/Wg7tKvT9jTGWTsK/Iho0tpJ+s8SqevP8ByLDcjqXWJ4jBuOC+1qXzjYmENskSoykYSY4JXEhMKZOZld90saYw8L6u7/609+8mGuVLMDq+ymC3KjlaGRuibgI0kJBMVrkaTGI61rFEjYxjYjE2Iila+dNxt6vGa7o9Bpl4UtyNDUZyYhlaIyfNJLP1SbJj4h/o2sNKSJq7/TiJD3eVsTzJ+VTgnAYS9MZ9jNI4nIQkb+zCb05eXmAY0fQfA2Mq9wXkoAZfEdy5c2ftueeevnW9evXSqlWrJEmdOnWSJJWXl/valJeXe/eFyc/PV+vWrX0LAACNUSZiJXEyXclKa+vqzYPj/y3YTWjbwHgShmdX1YYsDb0Sxj6O9EqbE7e3fybroMEcfm3LsACkI+djabIPlsJe64JJ2nReD6vzmmlClnS28X4PqVRNSODGk5mO8ScZ/dWusf8FCmLjHQZ/ho/NBG8EE8ex5KexfvdX46buI/HibnbCW5XTOxhVuSQef9i5ie/ecZPAsW19+6ritISfJHvcwcRwwslMoxP7b5rYbVl/w9jfXqrOt46cDF8kFqhHDT4RfOCBB+rjjz/2rfvkk0+06667SqqcwL9Tp05auHChd/+6dev09ttvq7CwMKtjBYCcFvZHezYWVKnJx0qnslqo4fzBnqxyqqrNwpOwTuz4fG9yqjGNgn/+4IicSOzK2BEnfHEiXjVNg1vskxI69vQfIt8bxYYqWHmGho842WjlfiwNJszsu+x1KZ5YYYlUx5GJLb5dJ3v9jlXihi6pErYKJDKtql5Fo1KFkSqi3uJsrZBTEZVTUSFtjUoVFbG2sZ8V0VjVaaDf0ONPHEvYubGTvsYamwlWIpuorwLW8f2bDunL3ca+zz1W7/jTW5xofPFVSLtTR1TEx+1ErbHa59sbt5vADZ6/4NPJ+I/NOy8mXqXrnRerEtg7l8lPuyKOnEjE+hn43asUjsiJROTk5VX+TLm4fws1pA+FmxhiaUY1+KkhLrroIg0aNEjXX3+9TjnlFC1ZskQzZ87UzJkzJVW+Mbrwwgv1xz/+UT169FD37t111VVXaaeddtKQIUPqd/AAAGRBU4+VyYqc6mTHNf7D0N24ujsJO5CwNyLJDtjfNmHKhHQS1Al5grD2WfiLuVbnPo0d1fQhApCTcj6Whry2J40GCXlQk+YHZ2m8oNbkwy2rf/sCaUb2uOLJRsfuJ6FKuPL3+Fy+8b15P4KJIWP/SJUMji3eNBDWHcHpEWS3sToIJs2l+MwTdnNjbSfrHKSl8nFyQg7fvRE6N7P7OHg/5c24VDXfSYyv81V1u6tMoH2KOO7+DFb++tpYAd8+hmQcR45M2mcTaGwafCL4gAMO0DPPPKMrrrhC11xzjbp3767p06frtNNO89pcdtllWr9+vc4++2ytWbNGBx10kObPn6+CgoJ6HDkA5JokVSQZ7xNVabKx0kn5Nrb2+3bnkg3wLv7i9Z+sWsWJvWOtVplq/FZChjtkPCFzAvtWBau/whLBYW/ug4ngYLFYtgRPbLJEhFWZFrgj9g7Vna/RfYOZptgb3XrLFDf0imWEyHas5DlSV3I/lvqfm44dD+xEn53MjUatuGLiVb+pXpuC+3R5yc/Az7Bxegk+a19ugtX+xkzYPoLVxGFzz0ajVoIzmKQNLMFjsOONfX/sXJmoNWz320omIqNoZRxyYm0jkcqxOaqs1I1908V4xx9P1vqT2FH/OUlHWEx3HMk4Cr1eQDCJbiec7ccg9lQJfTYYJV6YLxqVe75N8Jhi1cfG97i5t+0xxI/D/baTvJ+Bg3Wfz97fYvbYUzyHk/5NgewhlmZSg08ES9IxxxyjY445Jun9juPommuu0TXXXJPFUQEA0HA0xViZsUpgXwchq+33Xl4pTLJ3Y7UZYBWVwE7IKidFu7DxBL+ym3QY/v1lZ7aCGnYSmrROo0ot2Y58D3h9aFpvToD6lNOxNJhXCX3tdxOusdfMQHxzHCeek6v2S5NVzupLBgfHGes3Yf9WRWfKbuykrvszbLHGYCeFqyOYDDZGcoyMcWLTJlR+eOx41b9GbsWrN2+xu11sOJWH7VjbWfeHJdJ99ycZY/yG4g9eim2C5yd+R3xb94PSZLuyp9mwT6392CQ9poQNQo4r4Rf/795z1H0+mSTP+SSy84cOUC8aRSIYAADAk8lK4DQHkFhU688+1ub9Q40qgX1jClRTpaoAjlXQBBO9Vb3DD60gSin9ZKpXsZtyHIH9JatAc6x3qGEJezeR74Rsm4wjr1rcVOO4AKB+xaomTewr72FVj24iLlbdKicarx51nMp5Yx339S/0U7fYzUAVp52sTPjavzc8xXac/AO4hHXBfq39R+2fis/T60sQ+yuDTbCC1apc9U1X4DtvgdhiopIcmWgkVnUdjbePGklRKerEZihwvDhceezxalU3h+lL9oZVK7sJ52AFcyAB7NiPo9tf0lgeSNRa+1HEHWc0ngi3K4SDj4Wd3A2c0+C8w/Fq7UA773aS4SYMv/I57kRjY4pYzyuFjDVh4E78XPFhLHIQiWAAQHqSfCCf8T6BACe0UjarA0h92608qfHzt64qgZMkgQPrEpPqGTi/KaumE7uvbJpsHCbF/sKSvY4/IRG2ibXrtMdYnfZoOrIdK3kOIh0h+Sz3qeObwchL6lkxzKgykearBk3RV8K8t4GKz2TZPN84AmNPGLXVV3B3vukeAglTN/Hru1+xxGEw0WrnrIP9WCfUPney2iuWjDSVCWbHMTKRWCVw1EiRqGQildu4U0RE3SSkdbzBcxeN+vrzpk4w1kXWpEAS01T+aRKJ+B/j4AX+7NMc9jjZIdYEnxNO4BxZzwPv17CktuJJX/cicl7/7v3ucNJ5wTNe0tfL/RprfN5pCfsA3Pr7gmkh6hexNKMi9T0AAACAtKQqXmlIYhW2voulpxi3/8Lq/gqehGSoV8UTX+HYO4jEFifi37Hv6tny5tWrvDK2va3bri6XwBiCV/IOLI7i8/6FVx7HK6b8J9k9ZamfJE59VfiEzTeZTDpTdgBAbbhVlnYC1F0fjSflvARq1E2kVt7vRI134TbHWAk3b9/Wvuyf9mJVf8YTtfbrZLC9NbYKu8I3Gh+vd19UxloUtY7BGpNx56G1jrlym4rYeNzkcYwXR+0YHxKPZI3LRGVMfN9ePxWViyoqYov1e9S+HV9vH1PCtu6xV1RIWyukrVuliq3e/aaionLZWuH/fWvldpW/W/e5iz3uisC5ts+nm7zzFn/i1xgTOw/2+a7cf+UxRyursmPrFXsc4o9FWAyNJe19z5X4mIz1XPc9N73H0/tfIuIwqjBjxgx169ZNBQUFGjBggJYsWZKy/ZNPPqmePXuqoKBAe++9t+bNm+e73xijSZMmqXPnzmrRooWKior06aefJuxn7ty5GjBggFq0aKG2bdtW+4KlJIIBAOlJ+OMuSwsQ43jvvOp7JGkIvjFM1c73jlLx4/OSmoEkp13EkrB9yDkKJn/dRHLE7jOwfaSOlqTjCxyvb/Gfr9BkcOib7sD9KTTs93a+J0B9DgQ1QZxEYxJL0vmSZdVdvH0Z/0+7ijVZ+4R1CrltLW6yL+EiZCaQnHSnGbDvCyQKgwngYII6aicT3THFXpdDPsBMCM5Jpjfw7zsaSH4mJrPd3+PJWKttMAFub+tLEFd4iVUvyRq4vzKpbCeig2OJnVOT7JyGvDjZj2dCwt/dZ/x4jJXYN9HEqSLCEsFepbD9M1Bt7OvfliwJnMaHysiwRhBLn3jiCZWUlGjy5Ml677331KdPHxUXF+vbb78Nbf/mm29q2LBhGj16tJYtW6YhQ4ZoyJAh+vDDD702N910k26//XaVlpbq7bffVsuWLVVcXKyNGzd6bf7617/q9NNP16hRo/R///d/euONN/S73/2uWmNnaggAANDAJc7JG9YmtfrNllQmX8PGEJbYTvWmJH6fE3yjEqyMje07PpVG8D77tj2W4JiqkXw33v+sbU2S+4OJztibNne1ia93p68wwcfR11VsX+4bPfeNeGPim3MynfbhLRvbYQPIBif566IxMo7jD1OO4m3duVZNIG4YE5sCNyQBlywRGNK399V9e12YZPuy1nuJwah//l87mehNp+BOsxBra6JRb1vfnLsJ46mc49d9DU4YbbLjjEalSETGGDnRyrmCK+cOdk+tkxAWfUlO79itPmLHYOwpI+z+7YR11I2P3v/8Sc+wGO7bR+xex5HjTWsh/3MjOPbAufeS88af2I4nzN3f/VNg+I4n2FHY885xf3cCz6/Ynd4D6DWO367OdFZosm699VadddZZGjVqlCSptLRUc+fO1axZszR+/PiE9n/605905JFH6tJLL5UkXXvttVqwYIHuvPNOlZaWyhij6dOna+LEiTr++OMlSQ8//LA6duyoOXPm6NRTT9XWrVt1wQUX6Oabb9bo0aO9fe+5557VGjsVwQCA9BinfhbAfZOS9OmQWJ2TtDq2vnjHkMbYgklf63bKr6I68baOE4lVAEdCKn+tdfZ0EPY6e2oHX5uqlpBtg5XGyaqOfccSiVcUW9sF/4ufM/ekBM9lQ3jwY6qc7sGxljR3ae+3qippZAdxEg2Vk/BLJa8irrLy1fvPWPO2pqoIDlaG+qaCiIa3Cd2PnXhN0WdgPCZWSWoq/NMuJC4mXoFaYVWa2lNBxKZjSNhP6BiiVgLTPp/Wh5F2LPfOp5v4dCtw7b7sSt2KymkdtganjXCnUbCniohV8FYEt7eWrVtltm6NTffgnyZCscVs3RqfHmJrhYw3rURFkvMZrNa1Fi9hrfh5squgvWOviFUFu8nhwH69p63/bwTvbwA3KW6PwXpOS7EPB7znlvV7MMnu/vvgZbX+1VMsXbdunW/ZtGlT6PA2b96spUuXqqioyFsXiURUVFSkxYsXh26zePFiX3tJKi4u9tqvWLFCZWVlvjZt2rTRgAEDvDbvvfeevvrqK0UiEe27777q3LmzfvOb3/iqitNBIhgAADRi6f7B7qgmibaq95PuUp19BJqGbR9aCRxbHHu91T5s+oeE5Kud/K1c4knl9JaE5K4357DVT1WJ++C4Q49BSpg2wrHPR9gpr+3jX0+SPlUa4bEAaLhCEq8myfrwJdhW/qRb6s4TtwtL6LrJW2OqTvz6piCI+qcasOYD9pLEJjaHraSksTMYY4zVT0jlsOO9VrvbBBKS7vQOFfZiJWeD8/VWVM6Z6yZzg9NImGg8iV95jqwkuW/KiPji7jfxvpA5lr1zZVfxWsn8hIR/MAkcf9yMOz9wbB5g4ybYfacw8dyHfhgu/+n1JYSTcgI/0dR17dpVbdq08ZapU6eGtlu9erUqKirUsWNH3/qOHTuqrKwsdJuysrKU7d2fqdosX75ckjRlyhRNnDhRL7zwgtq2batDDz1UP/zwQ9rHydQQAACgkXLSTIa57ax3AzX62l+6SecQ9tW1q9xHrIH7xiY0j2y1sRK+jm+9285J3EaJ9/u29fWX5nG7RVDBN8KxN/W+aR18yQFrpf2VTPex9ap1YufPN7VEfNoIt6vK1SGPrWPvq3FxavPcA4B0BBNoUiwemNjrp1Wh6U4HELaT4JQK1u/pvPo69tf4g9sEv/7vXhTMvc+qRDXBMbjJSG9X8SplY1cuS94FTZNdXNTIapts6gLfh5iB3bhJdvdYneAx2OMOO0smfnwJ5yYonqCu/H/Ih6XJxD4MluPIRKKVt5UX3z4S/HsldqzudAxu0r0iluB1E9Jbt8Yqf2PVwGFJ9MB5dIJ/i7jfFLISwcaYwKHZH0IkOWa+QQPLl19+qdatW3u38/Pz63E0iaKx150JEybopJNOkiQ98MAD2nnnnfXkk0/qnHPOSWs/JIIBAGkJfkMrW30CqVXnD3jfu7AadlXjTHD19hHy3tOrgLFXeLf9b4b81cB2W3t9kgSwLwEd8nvSMcfehLqJA/sUW+9z3dvet0h9iV2Le59XRGUl08P6dXdhJzAS3lha9/tvNEy8P210sh0riZOovWBCUQlPLBONJdiqesIlJIHj6xM/hwvfV0LiN2H/sVZWxak9Zl+Vqr0Pd3oCe5z29AVSZQJYkhOJyJfEDQzOMUYm4t4OqWCN/Yxf5NaKwQmxLjFxnnp+4hTnJkk7f/hNkRQNijqVxylHTjT2ZXInFpcdE5vbOJZetqdecJ8rbtV2LAlvfMfnPh7uSQ38feN+SB380N9rFrht/T2UwE7o+/5WCjQ3gZ+oN/UVS1u3bu1LBCfTvn175eXlqby83Le+vLxcnTp1Ct2mU6dOKdu7P8vLy9W5c2dfm759+0qSt96eEzg/P1+77babVq1aVeW4XSSCAQBA01OrpG6G+vO9CbIStPb9ySqBI5F4wjck2RufkiFJ4jeYNA6rtk55DIHEr+8NrPE1c+9zkr3JNdZ8fu4b/HQeKns/YRU+gX7cr+smVFXVllXJVutdJbzxBYAMSEjeGv9rb6TyYnJucbBbMevb/v/Ze/doS47qPPzb1X3uvTMjzQhBkJDDQ4Awb7RAQRFgA2FsgTFGjo3BYYEsCDJ4KUYWBlv8JCRkiHhbvJYVCF4GRwRix9bywrYSRUDAsSxAigixAT8WAmIzAoyl0czce87prv37ox69q7r7PO6c+5z9zeo553TXY1d1395dX329K2d6WYSViPuSSicQbhN8iIw/G8IWdBDQkWTMyONWOIMYboAA49SuiU9ttTMjk21GBAcIRTDlvlX6CUaySJ0jT6XtC/RRRO1zMiU9jAsPxSFslN9PQPLbqXGb/uJMCew+m1jGiRLYGK88RtJvbXvcf8mhJGQEpYnD/nxSPHuGarKwV40rE6yYjKWlJTzlKU/BLbfcggsuuACAU+vecsstuOSSSzrznHfeebjllltw6aWXxn0333wzzjvvPADAmWeeidNPPx233HJLJH4PHz6M2267Da95zWsAAE95ylOwvLyMr3/963jGM54BABiPx7jrrrvw0Ic+dGb7lQhWKBQKxWzYiucifQ5TbBg2m1mbRgL3JetRtrSUwCFtB5nbFVMvlCPLk2RwPliVdXchJ2tZ7ONskJUc6y6OYiAJn4gJqaRY5vVpCCBucvYisWmKIXNDlrvOrPlvJYF3FjbbV6qfVMwNScD2kLSR7MwnttgF5OkgKNuhCmRdHReqmBjsPtiRrSv8Q6YATvfJPM76hFwN/jEQ2570RGGS4+1+4dgH3HvfF/GBpT9Nygt91GyJSlamnzAPOxPWGwIhnj/Zn/7TAiALwKSnmtCKFSzVwKkSGN3kbIe9SX/KnYnCN/R33JHuF7tbZeXPFYqtww7wpZdddhkuvPBCnHPOOXjqU5+K6667DkePHsVFF10EAHj5y1+OH/qhH4pxhl/72tfimc98Jt797nfj+c9/Pj7xiU/gS1/6Ej70oQ8BAIgIl156Kd7ylrfgrLPOwplnnokrr7wSZ5xxRiSb9+/fj1e/+tW46qqr8OAHPxgPfehD8c53vhMA8KIXvWhm25UIVigUCoVCodhs5CoU8ZNygjZJIwat8Tca4lcuAAcAfqG3iUoYIwZKHQNWTkydcSTKjsxNiAA54AVa6q1EneUH2WzZk8d+ZNmlOssqpkAjt8bkme0tAiL0wYS8G/Ge4noH5wqFQjEPIhEHSDK1ff/mJpZuuD1ZuHuxAcDUvhXmpG6Xj2vZY9P7f24D0HPf9r5BKnJjCAKZxiZ5YjMTBalTuVJZRiI4IYZlW1qTna5cytrAuY/rbDsLm9kpZIMiGAyYItrWqFr7iurpO4neSdx8IiDzf5K45RpxYkCGv2B2ZHDos9Bf8tzUtQsNUdWIi+NFJXDh22lAob3S7j7bpQ35c04I7WGC0jtfpNbbGPLkbxRtZkwCxY7Fi1/8Ynzve9/Dm970Jhw6dAhnn302brrpprjY27e+9S2Y8LwO4GlPexo+/vGP44orrsAb3/hGnHXWWbjxxhvx+Mc/PqZ5wxvegKNHj+Liiy/GPffcg2c84xm46aabsLKyEtO8853vRFmWeNnLXobV1VWce+65+PSnP4373e9+M9uuRLBCoVAoZgMTEmXfZtWpUOxWTLy8qZ1ADmLib5FWEsL+d/OzgwSWr192KIK5ixietTFBJcUMCmreQAbHQVZQ3Pjjtskb6iMSaqs4iOdGcST3RyadG2WwHJB2mctT9k0+sEDovW7XYLN9pfpJxSzg7EcvCZx9Se61/l5K7WxNeUjzTbo84wQg+ongVh45gdhWm4aymslAbpcViUNPtBrTJoCLLPRFHnIgn9QUbSBpV2ho3v/RL3nSOrPTkZfCngmEaPcCrRmx2adwjRMDIYmffA2wwX5yBC7gJglCWjgi2s2h+hUE2T83eKK/OTe22zbKP+cjgjvfioo/u8pr8sq3q5qLtucaV2wudogvveSSS3pDQXz2s59t7XvRi140UblLRLjmmmtwzTXX9KYZDAZ417vehXe9611z2xtwXETw0aNHcffdd2N1dRX3v//9e4MiKxQKhUJxIkL95A7DNMVMHGgsutoOwjdRH4mBi8kXn/HHo2rIxwGOC92gTQKb9DeHcqTKODQ1HyxNa36mJIqv7sbfzSAwUVHJwadUehGlg2r2RnTGZAyD66bpjm+Wg+4dAAI0NrBC0UB96YKQE6ZJ+AW/P8am9XmIkYTSsT330ZzMTSYbO9Iivf+n6l1gqj+WsXTjYnHWc6uZfwgkb/R7XnkaCGBDoKLwBLCPERx+JyQjxPesHyMBjcY/1TbxXwlxDdtMilpu8vjQFDQYRPvICMK6M5RBTsJze1/ef8FW//ZNcizpZ9+/1oJrT/zWVUKoUlG45wjb9BeBkIToqGv321o/SUsJ8S5Dc+QT3t2XQge5G595TFp+TEPpG1CUdeQOeURQKBaBuYngr3zlK/id3/kd3Hzzzfirv/qr5FWEAwcO4GlPe1pkuffu3btQYxUKhUKh2O5QP7nZkFKW4wBln7J4qQzZUGIuV6iI3WHAJUngcDAZcPfEAu4ggGHIqW2T/Ujzxfy+C6Ypg5lFF4VBbjgGREVZUAwTu/CCoWxm/+ox0oXYAymMQO4GYpcaAjnGEW5IXyJqyOCdNMhTAlhxgkN96QaBW1+yYzmpKNJKX9iVNw8zQGjuyfKmFolKMVk4SzgFeZyz8BD5pCMQ/WIkgDtIRyqMIw6N+2wI4UAmGmG68JE5CezbQwznU+NubshU6ddYdmZjdwxjEEjgwiS/GyJYkPPyHGV9NEkJTvGchQmC/BwBgAVZ4w5Rpui11vePbfqJnK/m+BaQaz+Hz2iv6MvODR3POz2IJHAoU/wO14G8BFskcAd20vOCQrEOzEwE33rrrbj88svxuc99Dk996lNx8OBBvO51r8MDHvAALC8v45577sFdd92FL33pS3jd616HSy+9FL/6q7+KSy+9FPv27dvINigUCoViE0AM5Gs1bUadOwXqJ7cCYuAyK3GWDKC6jvUcWBgxN0HdEm3rJmRJDpJyVUtUAudkr0nzRAWwIIDDqt8mDPaELf53Mz6c0hcMyMXa4kBTqH8pKMq88iwfzFOIHRhW7/YkcEjjYgcbxNjBTIij60D6pnR05IxjWUnPu4OtOIsKxTqw2b5yJ/nJWaC+dBMReciUmI3K4YBw2+cmT/t+yWl5wo/kb72wJBITRTA1deVq4ox0ZZk3e9skV5vGBeAkwepj0sITwVR6Args3SRpIIKjr838ctOY5jP0X+1sIx8XF9Yrav1nUAqzzB/8clGAjLenaDYS6uXow1vnkztsCqewIWNj34tzEFXBUhHO7J4LrAVZXx/b5jRbG5x8JIOTiWh5fuo6OUdkilSJnau2Y58g/d0L+dzir6OcXEb+O+8/IJk0lteUYtOhvnRjMTMR/JM/+ZP45V/+ZXzsYx/DQx7ykIlpq6rCf/tv/w3vec97YK3FlVdeedyGKhQKhUKxnaF+cqsQGT7MzNbOQ+oujACepa4OUpvEIFoOinK1b64EzknjLgVwWBXdOBI5IYiBlBTOB/I9AzLi9DxwIH+jKioohdgVGVRRyUDeiNdkkaqoYrfIldpDp4XBLzVP9Nw+nBUkDO1LpFAoNgvqSzcbgvgDuokvsasV6qezSDGBF+/V1D4eQgVEgjKoSbOpvMBCM0efkm6hGd6eLMyAjPtLgfz1CmC3jyIhjNKHOSjT2LwsFzFL/J+Y5Ay2UN2031qg9j46mGg4e1PGtZMkeWmMWzAukMHGNCrloiNERDxPfkJVkrmQ9oV+N9HGJFyIVP36N3jiE1bBLuqGtUn/M4LdcP3E3kfHc2XdhG/w9fK5RHxviNtw3uchgsPxHsJ+lgl9fQRQnECYmQj+5je/iZNOOmm2QssSz3/+8/H85z8fR48eXbdxCoVCodhGEEqQTa1zh0D95FaCG0IxDCAmJI2k8WaSvL6yZmyS198xgIkDo5A+V7YALSVwvrCMHziyVP/6BXKc4gkxNrBLAzSqYcSBWPwdze3uvEQlFgfHiANNYjQqX/FJ4jeTO49yXxxAyjiKQVHVpQyP5znsDovH0QwKnw4ieUOw2degYlOw2b5yB/nJWaC+dAsgyFXOCUR/r2+FXZBEcHa/TcolcUxOvHGq6o0LkDmHA5Yh6709zhXYmJ5DLOCMAI5xZ3O1aSBUw1aI0BBl4XxgUAR7IpilDzXCH3pTkzALtfdlVeH8U1W7N2Cq2qmDKwJRDa7hVMOGY5/ER5dCKoGNs6cswGUBeNVy47vds0Az39kQ+izU3WA0JHDwqUK17PyydY0RYRyaviaQpYbw9eeBhcqXmUEGMU4wxzBQnuhn4bvDOTLGqZ1zYrjnrajZyNwQQguCVJ4XWzHgUbSgvnRDMTMRPKtDzqGv6CgUCoXiRID6ya1GHHHOmHSO9ItAJ+9LrTSNcEq+TisGNXlICEPNa7RdKuA4gBWvuRrj9vnBJAdFcCjbICGCU2VwEC/19B2H1cORDEKTTz9YbpTBfhAZyF5YAMbtY5uSu0Eq5seUcR2jPE5w1wN9ZBSmkMGRjAiVbhDiyF+hUASoL90qhAk3NOTshPt8TgizuF82vkvei/292atkw8JhaX5xR8zu5Smx2R0OgvwkZyQXw8JvURFcNGEhPAkZydUYGsIRwlwWkRAOJDB78pVDOKXENzFM7UIdUeHiAVMIq+AnVyn4FWZnp+2YYI2Lw3mSujCeBC7BS0Xjv02mUg69H0IvyPPISCdeLcdQDVwZP+lqXRpjG2LYUrOIH8gpgol8eCa4MkSdLP0/AVEJLK6neI7yEB2xLZIEzgjhKaA8/Yz5ErDYFIpdjLkXiwOA22+/Hffccw+e85znAAD+6Z/+CW94wxvw1a9+FQcPHsSb3vQmmLBCo0KhUCgUJxjUT24VGElYgG1DslFjSefAJB/sNKQrIAZ6lKUNimGpFs6UwRxXG88J4EZV1HzK0BFwiixJBANNrOC+rvUJ4ingZkEa98Ypg4wb9LtYwPDKJADkBqJOBW39wjI+bxI+QtRPXnGcEA/U9FVjmLCve4TnxML9x+dGUE5t5ogy1KeDWMUugPrSBSPeHwSpmvwO+0L6jhtJQgB7gjbec9zNmVs3IErThIXTmNOQAQiqU4jfYvLOE5qxTiCbAHX+LiFSiQDTLAAnlajxzZgQdsEY8MATwQPjCWHjfGPhiFe3eZNI+DtmUO38nKmc/zIFgWoLMuQXfRN+qiqcLzTGh8WwnrT27QhK4EEJLJXgQQE7KIGCYKNamRI7Gj/nvV9QA9vmk2o/AVsVzt9WPo5xiGfs4xfHcBbxDSELcAGCBRvjyjemk9AnP9GeKIGTZxSD5u2l7C0mSQD7a4fCNdT13CGfB0I9s6BroiP5+xDtUoeq2IVYFxH8K7/yK3jOc54TnfKll16KG2+8ET/2Yz+Gd73rXSiKQmM0KRQKxW4Dk2CBNrHOHQj1k1uJQBRuj2snXyTH78x+QwyAZJ4OQjhRymQEcEYIMxFQNMobLihVEwUCuHSLxMXfUvlEjX0cbJWfObj5TAeiYjBasFdPUXOuwqAsLKxTE4i8GtgyGBZkZdv9sXCPSLh/QfoKpXDoxkmLwi2ODA7k/eaTslKZp9gCbLav3KF+chaoL100BOkrFcAIJF4gZNFNAsv9iSo3ryPLQ+28QFgo1Iq6GIDxbiGU4+/HYXHRJD0gVaYxzENYXE0SwUaGI3BpOBLAQQFsYAcurV1yvtIuOd9pS08CFwQukEyQhjaZCiBmmLFxYYLLGqZiUGEcOUzUKHWLCmAXs5hNE0c4LmBXFsCgBJYG4KUSdqmAXSpc/Z6ktoEIzhXKvitJ+F83GcswletLM7bOJ489EV0VbnJ2XEcVMyz5sBAGqGvPzZM7Z0SeNLaNajic16h8Dgu/elLZx2UOoayakFaSEE77lSB+t4hbbqWfinC9h+cOWZa8dnPFuWLzob50Q7GuKdS/+qu/wlOf+lQAwOrqKn7/938f1113HX7/938fb3/72/G7v/u7CzVSoVAoFIqdBPWTGwDu2SalX8T7fbGu9RB6MzxUThrABOYyKmFI/A5x8MQAKSGBRRzEjAR2CicDLp2yyJYGXBrY8HtAsIPw232vB+T3E+wSoc63gdvsUpOuDuXIvAM/oA71FsKewhHXbnAulFp+sMjJYDEnwzu6O++/XDUk+566CthBiGNYHbQqdg/Uly4Y8jX9bEtJ4CnlhFAOOanct8Wyw/dAHmYVcfYJtG0M8KQpCTVvEvc3+gtPEgvFcOMbSRDDzg9GvzgwsEsG9ZJBvey2ag8l23gP4lbtIYz3EsZ7DKo9Lm29YlCtGNiVAnbZE7mDAhgUoLKMcYDJx/oHkLSDiwI88LZ4e+yyK7NaIdR7KNbl7Ak2EKq9hPFeg2qvwXhvSOe2ek+BesVtkWAuTROHuCiE/5V9Rr4vQyxm38dB3Zucs1QJnJDAIfyFDAkhNueNxeJx+cR3a0P3fmdAzzXcvqZz8peVCFbsYqxLEXzs2DHs3bsXAPC//tf/wnA4xAtf+EIAwBOf+ET8v//3/xZnoUKhUCi2B7bi7agd+vylfnLB4G56iyLR15kJC1MGxxiEPKG+3LYFkcA50RkHVX0ksAj/EFS/hWk+AxFMiLEPuXSvunLhVMRO7SRefzVtxVFYyKfpI9FFgHvLFfAqJKeCcq+kAiZ8VuxVVF6hVJOLr1i52ISoXSFU+0otAwW7+MAs2u77uxHC+vOUqaMaI6dcMzsSrOPV7YLN9pW7+LyrL10g2C3ORnVQQnKc5Iyv9/t008pJwvTM9Op8ejwuEgf0qzxDvkjKdSiBY5xZr/gNi8MVpVCaZkpg0/hDGEf+ovAhIQrjVbcG9YqbDK1X3ORlvUSwA8AW3lea1A8GH0cWKEYEqoFy1cBUDDu0KEaMwjTkJlXev41Grndq7+SNARUuJAQvlbDLA9jl0pHRewpny7Krvx44P2dLlzUXNJI/Nc42OEXw2PngYmhANaMsDahiGEOgmmGC0rcir1S2bqE7EMhaZ2vhFnxzymGL8LAQz5E8t7H/C/fc4kNyJAQzsmearusied6Bb7C89sTxmZxh5u99/GSwFTGswwTJDMUpFg/1pRuKdSmCH/7wh+NP//RPAQA33HADnvKUp+DUU08FAHz3u9/F/v37F2ehQqFQKBQ7DOonNwcziX7Xqwxe+AOoULYAkwc8IX1nGdmhTAHDuUJGvHrJciuaLSp/S4It4VXASBS8toTbVwL1AFkeisdan2UoA6KsZuPCvd7KpXGfwTbT2M6mr31o2okm9EOLBJb7twTrqHfW60/wOQrFboP60gWjpQK2aXiHJFbw1MKQ3IDyUBGdW5eql9o+sGVLdpOjQKgar/SVk6HpxGnrePb2TAijlPrGxsfVA//WyzLctgJUexj1Hka9t9mqvYxqD9y24tOtAPWKI27rZUK95JS9PCic+tYvXgcjFcHUkNVl4RTKyZs4cNsyiTr8Z6h/D1DtFVu0yxHbVbBpqXmTp3kzJ0wai/UFkn7riOnb6tcmTVAPy3IoeR4Szyvymui6PiQJnB8npJ9d16ucEO681uRnqg5WKHYb1qUIvuyyy/Bv/+2/xUc+8hH84Ac/SF7L+exnP4snPvGJCzNQoVAoFNsEqgieGeonNwkMF41uIsl3HMrgRQ4A8oFO3N8MbCgf7FCWNw6s8sEPkkFtogw2zeCOByaSrly4wSWb8OkGvi5WMOKCOGy8yih8epvaimB3ICiCyb/161YfB4id2ogYoMophE3lF9YZ+9iFQZFUkSsgDBS9eozIK3SMdTELYwUc+zCIgYVhmWCINnlgR4hK8pYCruea9Ne1y9pBameJdZy6zaAqpoVBfemCERSdMlZvZ5zffnBOkoUwEV69yxN9bYdalAyYcuKNfWQBavKFvMaHUjCFDwFhhBI4hBvwoQvyxeJMIDjTN2UaRXATFqlacb5xfJInTPc4ItguMeolAIbBhbfO3+Zp7JTAxRpgakJ5jGBGjHK1QDFkDErno4vCKYKJAKwNXBTkob/Xl04JzMsD8EqJam+Jek/pQz8Y2IELQ8GFs4cNwAOAiUXsYtFtAKh29lANFCNnZ7nq1MFcEEzl4vqaoFIek4/U7Apgy65IW4DIgrkAyIJsASYChTj+rfj6/hwHJXBQB2dkfBMCAuJTltGUlYCATl2jW0E2JXLjNZrZGI97NXNtwXX4XjdKecXmQ33phmJdRPArXvEKPPKRj8QXv/hFPPnJT8azn/3seOz+978/Xvva1y7MQIVCoVAodhrUT24uGA0BOYkPbiWalicf06xLUZoPXKjju9yHZtDTig3cV75U1yAZZMWF4Yz4XgglrvGvuhryn2heew2DykAIx+qod02NuDhNJIAdp+vWi/EEsCcviQlMHBeBc6vHEzgsEMJwg0TOSO9E8SvaLF8pZnE8DArDgdZ5XT9mK6ovVYu17j48oYITbNyiOMGgvnSRaBO4DTnWcyfpvG2JvJE/zoi1Xj/cJgmdQlSUkKTpMCBR8+bqVKlEjbOk6YRp+Aw1+DdNmJC+LVOSV+MCdgmoVxh2mcHLDLNkgYLdwqfCtfDYALWLc19XLiwSGz8xCoKpCMWSAVVuYhZ10YStCOWICdwQwz/G3F/yb+QsAbZk1Ctw/nnAbnK2YMeLEifRNWAJtnKTsFwQTAkY6/LaoUvJpfO9bBxxy7If80nnbGI6vqnTda5AWR4k5VGePj7zNJdJkpCy9F1IFoptHUTyABP/BuAmMuSkQ5+KWKHYBVgXEQwAP/qjP4of/dEfbe2/+uqrj8cehUKhUCh2BdRPbiKkgnJWZXB4uM8HHQnyUcp0pLGB24NOkXBC3ZQeF+PZrqTtQRpinGAOC+CExWZKQr1sXHzBJeNegQ2K4AG8MhiJIhiBFAai+KafCHYHyMIRwWFjgGq4WMBeEWxHniQunaLIFAamBngEpw4m66ojNIojQy5GsKE4wJX9EAmFZPAWyODw1ffRLFJa8iX2JiXHQc8Tn6EvNmZnUh2AKk5sqC9dEBjguvaTdWKxt74bV/SV2fEQ3zdTArfSyDKiDT5dVPX6jRkUF5DLypD2xHjAXgUcFloLSuAiKIGLWE83CZmGH0omSH0ohmrFhWEYnQwX/uFADbu3xvLKGMt7xigLi+WyAnnStWbC2miAqjZYO7aMemxQHymBIWFwxKmD7cC9jVOW7o0YY4Di2CDtq7IABiXsnhL13hLVScYv+gaM9xHqZUa1j2FLht3rCellCyoYRVmDDKMoLAyxm1QFUNcGdW1gxwb1agEzMqjvMSiGAJhiTOPCAFSxn8g13u8G/8uOtIaNql627Oy23jfnoRRayl+xsFxLGRzI8OzZB/578lUSwx1+lNk9J3Q9N9n8mve+29psczG13fXerkKh2OmYmQi+44475ir4yU9+8tzGKBQKhWIbY7Nf0Ql17hCon9xo5BdDnxJk8uFpIsxpxS8WfSRw/r0ZzVCWNJXJUJovbHlsYEPgEm6LxG9DANsSTilUoFEDt4jgDtUXUxMaoobj2SUZTABZgvUqYLIAWwIxg2oCFY5Q5YLAFqCC3AI6VhLqnsQNlH9kfuMX9y3816UKIky4txCIPMER2td63TU/B5PKm3ZwxutasXOw2b5yB/nJWaC+dAMRVI9TF3qbMqEac3VMgM00edXc091Cn06lGRf97MzSkIZhYbE0TJLYl6Rv2hN1sq0JVPfbqYLFVgA8cJOkZrmG2VNheWWMfXvWsFTU2DMYg+DCU9WWUJbLGNcFaiZQWaKuCEwF7Bioa4IZuQXezKCJyRsXTQvd50lT69/aCTH4a2+HXXLhKXjAwIoFFRblSgVTMAaDCoVhFKZGYZqwQVVduG1ceD/OsMvuNR9bOn8dQkLBTwLH2Mot/0sN+Rr2hwnaSees73kmURNn56zvMpxEAss0nRcTt38mkyMhyRyTu4qNgfrSDcXMRPA555yDWVbAZmYQEeq6Pi7DFAqFQqHYSVA/uYHIB5a9rwN6ghKYIbbqYjH93Pfb04oN3F9Jx4Y0j1A9MflF2MKrpcsuvmC97MJA1MsyzqBTP7lFcgAUgC18zMGgCjbcxB/stNOpcAjwamCKhC9CjEILmLEbNNoBnNJoSHEgaipCQdzUZX0oicoRxu3BnRzMZ0bFkBDcpJNKYZmeOflNQKN2y88B0L4mezHh1dJZr2uF4gSC+tINBFuwpUblOM8tJ96vuPktYw1PzOMRiVxHfkZCFyHcEHmFsKjH37udEtjH/S1ESAVj2vFng7pUEpV5OIlYNjV+TUyY2iXnG6uTLOqTLR5w6hHsP3AMp60cxul7DmNvMcQp5TEYuPj1Y1vgB9VJWK2X8O1998OR8Qq+u3wyjq4tw5YD1ANni5tDNaiOFShsiXJQArWfKWV2styygF0yqFeMiw28l1CdxBidzOAVC3tyjXKpxt6T1jAoa5yy5xiWihqnLK1iqaiwYsYoyYL889CwLrFaL+HIeBnfO3Yy1laX8E/2ZFfH0UAIE0wN2ML1MRcWXBuQ4eacFMa/kcPuGjIuVj8ZFzO4UZmj8ankn3HIiP4P+8QWzxnFcz7VJ047Lq+jvmvV/3aTI40imK0F6hqs9xfFLsXMRPBnPvOZjbRDoVAoFNsdIW7nZte5Q6B+crPRM4qdd3Ab8mAd+SK6Muak5AxF0CwJZXkpK5vzo4EMRoj7W8DHBg4rogfi16+SPvC/fbxBLoNKiKMyGMaRsfmfJgmOgNmRwGx9/F/riF74xeEY1ISLsC4sBBn3HWBQ7chjDopkEu0kEpVBkLuB6J0i/SWkCt8w+O7Ikh9qzs28spEZ0zPStk1E13VygslZtis221fuID85C9SXbhQa4jYogoUus+OW0pL6dh+aJ3xNS1Uq1Z9+4i4PxxMIwYQwpFZZLWIxb1SsB8hcZytdogweOPXt0nKFk1aGOGVlFf9s5QhOKtZwanEEhhgGjBGXKCvGsXoZ99o9QAHcs7aCVS5RLxWwS4VT9JYEW3ITi9iYloo5ktFl46tteItnwMCSBS3VGCxXWC6dXStFhVOWjmGlqLDHjDCgOoatWLUDHKvHKAqLI3YZ1hKwZMEVRT8bF4Q1ss+zvu8IseEcuctI4aIKp4/g393JzvekMmclgWdBLGICGZwvnBj+TphdGAkNz7R1UF+6oZiZCH7mM5+5kXYoFAqFQrGjoX5yExHe26d+MpgpDHSpM4lM24QPmJI2gqaMUUQ5LZVq36C7u5ipKuEsuY/o516BNfCL3XhF8JLbworj8XMF4IJhlz0RvMTggoGS3eIzBYMMwxi3OA7B/ZZgkB8/+c/aLTxja3LhHWpCXRHIvx5LFrBDTxgXBKrcOTOVaCwb2AowtiGfw2J0MyMS5hPyza3y3Sjw7AOR1rWft2+r26JQrA/qSzcIjDQGb7xlNPcSd7sM98vs/hK/shdadpBknY6x8XkUFnMrTKPe9TNuwX+5Nz84K9PnSRTFPiawafa3wxagg3T2zQlb2EXN1vjv8MkoTY0lU2PFjLHXjOJmYFGQxYBLHDXLYCYsU4WBsTCGYYhRJ6QznKrWspsE9eRjCJHRLOqKJlZ/ETbvj0uLorQYFDWWihrLRYWVYow9xdjZV4ywRFUMhcEALBusmgoDU6MwNvrU2Ad+cjbvG0cOu0Vb2XjC1xiAGMROie2aEGJHw59P4aMSVbY/X1G9Hc6bUARL0l6etGTSfgZfOZHw9T+DOp5dXOCoBg6fk+JoKxQ7GOteLE6hUCgUCoVi6zBF+juPyve4FcFdmEDgzqx0WYdBYcxCnpwlN5i0QX1UBGURNQrgJfYhInwoiCULLgAahJXR3UI0jgx2r5uajAgGkx9LeQLYknsFuTZOdWQJGBsXAoIQV1Gnml3sRAKodqNSWxCMVyJzVCfljZwXcsR7PGkWnTOHKoIVCsUGofVavP8kuHt44rY67ieBi5t10ozEzVuQst3ErV94k7IbfhJegOJv5zTyxeDy+2JTd2uOrdWEjntqeMwgwBCjIOu3GiVqlFSjAKNADQbFfU4lbGPYiCTysRfNRtI1mcRzbWDjQzsRmtBM/rtrsivX+K30dpV+G1CNAdWwcP64gIUhi0LkSR5RWNjWdWrDuQuxjI3xoSEcMQxj/cKthLgwK+fnsOfcd6mMfZ6kCBHznxPju811546y9gkSOJ/QiBuyzzknnxWKHYKZieCTTz4Zs8RrCjh8+PC6DMpR1zWuvvpq/Kf/9J9w6NAhnHHGGfiFX/gFXHHFFdEeZsZVV12FD3/4w7jnnnvw9Kc/Hb/1W7+Fs846ayE2KBQKhcI9f8381vIC69wp2Co/CZzAvjLEjAUwO2nKgkOel2h16ftPsxicyDR9GQj+tckZ6m2Neybl45iEDcXwD/USoV4G7LJffGaFYUu3IjoXDN7jiN9yuQb5hWfK0qIsapSFW3ymLGoYMEpjExPcWIlQWwPLhKo2qKxxC9RUBerauIVqakI98p+FAXkFsK3giAhDMJbdYjs1gcfkiOTQU/GV5uMYoIVzP9crzWnXdiUg4jiu33Ak1z7ma4tiQ7HZvnIn+clZoL50AzHpPuHJ4P45JkmcdZTVRcRSWCQskLdCDRqVvE6M6eLN2oZA9G/+kFCSRjVwJIDRlBfaIJWkgVxsNVQ0zJN95EMZmZrBFWBGhMIAxVEDJuCelX0YocDanhL3jvZgbzHC/nI1EsRjW+Afx/uwVi/h/x09BUdHy7jvnr0Yry2B7i2xdISwdBhYuo8xuK9GeWQMc2wEHBsCo7HrD2McEc4AWYapGWbs3qIpBoBdIzAMbFliPDY4DMaxskZdEQZFjXuW9mBgaiybCiVZPy9MWKtLrFUDHB0t4wfH9mG8OgAdLmBWDco1oBgCxYhhxgyqLah2/QHmlLBunW9HApMx4trw06LhrZV4LsL1QSJ/98bJefRniqQJffeHCde3fF6ICyaK5wjLcDG0g7LZIiXpFZsN9aUbi5mJ4Ne97nVzOeVF4e1vfzt+67d+Cx/96EfxuMc9Dl/60pdw0UUX4cCBA/jlX/5lAMA73vEOvO9978NHP/pRnHnmmbjyyitx/vnn46/+6q+wsrKy6TYrFAqF4sTDVvlJ4AT3lSwHGzNn6h/wTsBMp7cvFERX0nliPnQOoDrSxoEYvLLIk8Fls+p47Vcer5cRCWEUDOxxK5AXyxWK0mJlMMbyoIqvnpbGYsnUMOQ+k2rhXg8dc4HaGoxsgbEtMKoKDOsS47rA2qiErQ3qAuDaOFVPBcA6BbCtXBPrMUAhNmJBMCZr63EpdELfeCJ1lnIicYz+DD4NBZXRZkDJX8UuhPrSLUC4l0yYII2LZ3bdd6J/khJO7+MI8fV/EuEASPgxMp53I3LhIyDuo11koenY11TafMr94UOaGZrtiW3y8eyNAUwF8AgwawRjCtx3ZA/uowFWqwHutXuwXFQ4aTACwRHBFRvcM9yDUV3iB0f2YjQuUd23BF4rsXQfoTxKKI8yBkcZ5TGLYrUGrY6B4RCoakemFp7sBlwc/RowVSCDHSFsicCDEuPaoiLAlIyhLVEYi3vHe1AYi9JYGGJ/qgjDqsCwKjEalVg9tgysGpTHChSrgBkBZuzrqUKMfn+erbg25GlPQlw155atZ42Db81i/pI8L/FcpOeQ5b55kbLFXQk6lMDN/hgT2DZE8SZ6dIViUzEzEXz11VdvoBn9+PM//3O88IUvxPOf/3wAwMMe9jD85//8n/GFL3wBgJuVve6663DFFVfghS98IQDgYx/7GE477TTceOONeMlLXrIldisUCsWuQ1QFbHKdOwRb5ScB9ZWT4GIOAvOTxTm2hphomTBxcBSkzs0fDpNfHK5wZLAtHflrBwy7zOCSQcs1UDKWlscoSou9yyMMygr7lkZYKSvsKcbYU4yi0qggi4GpQTECIWCZYEEY2wI1G6zZAUa2wFrtBs6jusTRYgnjqsAxYtjKYGzhwlXUgDUEO3aN5IEjhV2MRPjwEPMNDAlhTDgr27vFmJfU3SKiTDEDNttX7oDLex6oL90ihElVObkqlcBJeAPxPY/LG3bDE7ae6ZVxYRtVb8jEILJgY8RbH23laCSPkf8O6dCyI7lXstjC4nTWyQ5NxbCwMGMXD7dcdaTw4D6CqYDaFLAjwugYcPhogaKocWQQFmRjWCasjZZQ1wb10SVgbDC4twCtEZYOM8qjjKXDFkv31iiOjGDuOwasDsHH1pyZS0ugQeHiAwMwngQuxgQ75Dipa2vfntKAxyXIMOplAhvGalnG0E0U2gegrgyqysCOCxTHCpihweAwYIbA4BjDDBlmaJ0ieFyDKus2a30sYxH/V8Krl0Mfkz99SVgGT2w3JL6MBSy3cOKyc5qcvAkTshvxOs5WjHsUDdSXbiiOO0bwt7/9bXz729/Gk570JOzbt28RNiV42tOehg996EP467/+azzqUY/Cl7/8ZfzZn/0Z3vOe9wAAvvGNb+DQoUM4ePBgzHPgwAGce+65uPXWW3sd8nA4xHA4jL8X+VqRQqFQKBQBG+0ngY3xlbvGT3I6JlkPtkqdti7kD87Gk61BYevVwE4RzMCAQSu1UwDvGWEwqLF/eQ0rZYX9gzXsK0fYVwxxUjnEgCrsMWMUZLFsKriXVF1lFTuF75BL1GxwrF7C0A5wzC7hWLWE1XqApdEKhnUJGMa4KlCDUFfGrWAuwkTUI7d4XFxZ3S+YM99pCANL8arqdsV6lL3MSgYrTiioL10gYuzU/N7DbsFPisF42krgThLYK3uTexJFspdaC4UVTbxZwClPDYEsBBnMSR3JAmOTiMTMhPYcrieamcA+JARggYpgmFAMCVwZlIUjhbkg1ENgXJWojwLD5QGOrfhwSgOhpGaAfBz88hiBxoSl+wAzZCwfBspjjMF9FZYOV6Aja6B7jgDDIepjx0BFAdq3F1gauD4DQLUL1WCGjNK3jRiwI1e2i+9vwAaoBgOAgGHh1LjxpaBgXg1QRTBjYLDmlMVL9zGKETA4wjBji3JoQWMLM/IkcO22JH6u7Fc05x3GE7QhYlTXm1FhUiASwYIQ9oWmC/XlJy50MtrufINIYFYmWLGLsW4i+EMf+hDe/OY34zvf+Q6ICF/84hfx5Cc/GT/90z+NZz3rWXjta1+7EAN//dd/HYcPH8ajH/1oFEWBuq7x1re+FS996UsBAIcOHQIAnHbaaUm+0047LR7rwrXXXos3v/nNC7FRoVAoFIocm+UngY3xldvKT04lvZJ3Fjfamm2KEO4iqIL9Xj+wCgvNuBXInRIYpVt9vBxYlGWNlUGFpbLCSYMh9pZjHBisOhK4GOKkYg3LpsIeM0IJiyVTwQgiuIaLDTzkEhUXWKExhnaAZTtGCb9wDRMGVGM0KFASYzwuQQCqksHWDaxtgbionSOA/YJxUiW0LRBsOd5B4vHkn5BXx66KXQL1pRuFoPqddrOYoAT2ZCBJIjZ+BAIXbUVv/oaHAWD9omP5qm55+lBWohxF+hl/dPiM0AR2MYEZ1i9EBhemiAAuLEpTwJbOFzmVMKMeEeoloF4moADsQDCu7IhWquFCLlSMwX2MYsQYHK5RrtYo7xuBjoxAR1fBa2tAbZ0SuCiAsAW+s3YxgouxW8S1CLxr7Y6zgXuLhtybPs7PB5JcEKbsw13UAFVAscYoxsDgKMOMGMVa7ZTAoxqmsqCqdgRwzW5BuHwBtdiHLLpX+MMuPy1U3DG9JIFlXOD8FOY7wvPgzAsWtneQe1fM/wzPTtvtGUOh2Fisiwi+7rrr8Gu/9mu47LLL8JznPAc//uM/Ho8961nPwu/93u8tzCn/l//yX3DDDTfg4x//OB73uMfhzjvvxKWXXoozzjgDF1544brLvfzyy3HZZZfF34cPH8aDH/zgRZisUCgUihMcm+kngY3xldvOT04jg+PrrCkRemKgIYGDyglAHGi5BeO8KnjAMTQElixoUGN5eeyUwCtrWCnHeMDyUZxUDnG/wVGcXKy5zaxh2Yyxj4YoyWKZnCK4JAsAqNnAgrDGA4zZ4JhdxhoPcF+9B/cWe3C0XsZSUeFYtQQLg7WyxKguMCos7NigIoCHBLbkbBxLMtipiVqrvksI4mHjY+eG6wzHpzY+XjuV7FXscqgv3SBERXCmoG35zg4lcPLavljMTZYRyNpsoTeIGMGJItQyQBawjnCF8GOUEcCxnBA7XsahzduXQ95zrXtWoBCbuLZgIpixdYuWji24MChGDFsa1EcI9ZLx/tP5pUjAerWuqVwzijVH4g6O1CiGjOLICMXqGHR0FTjiSGB75CioLGFO2geUpVMDl0W0kyqGIYuCALIGpvJxiwvArlKc3IX4lO0P0S/gu5asDzUxcp/lUQtTWZTHKlDFoFHlFomrakcA245zH8vMJt/lOQrPavl1lSi5IRb4yxaHk+cuD+sRnu/mIoPl9RoLEmWhIc7z+hWKXYx1EcHvf//7ceWVV+KKK65AXaeLhfzwD/8wvv71ry/EOAB4/etfj1//9V+Pr9o84QlPwDe/+U1ce+21uPDCC3H66acDAO6++2486EEPivnuvvtunH322b3lLi8vY3l5eWF2KhQKhUIRsJl+EtgYX7kt/eRMymASn+upw39up7FAp03cHsTLZlMUAyVbHDQaAIZBBfvFZWoMTI0lU2GlGGOlGGOPGWOvGWGvGWGfGWKZKuwzY5SwWKYahoACnggmC8sEA6AiNyo1zKjZYMQFLAjH7BLqwmC5qGCZUBZOJUwFg2oGCjGgpfR7g1lVO0K9tCGM6XEQwArFNsAHP/hBvPOd78ShQ4fwpCc9Ce9///vx1Kc+tTf97/3e7+HKK6/EXXfdhbPOOgtvf/vb8RM/8ROdaV/96lfjP/yH/4Df/M3fxKWXXrpuG9WXbhCiL538VsHkO5xX+3YpPZEqgRs1sNznvhP6iEBhQEyPfuJa+snoC7NJ0lhuR/u9eplrAzLOf3FBAFtQaUCVgRmQD7HkF2It0v4yNQDLKIYWVDGKo5ULtXBkDVgbg9dGoHHlyNmyBA1KYDDwamDThE8AXMiKmmEqH2+BCbDklMiF648wOdo5SeqbR4CP8+vjDo+sI4RXffiHoSeAx+4TSTgIgJLzgI6LoitkRJaO8u8Uv0fb8zR5m0If5JP93BUuwqfLHwVlSBR5/mNMisauKJjPm6tQ7BKsiwj++7//ezztaU/rPDYYDHDkyJHjMkri2LFjMGHGyKMoCljrBh5nnnkmTj/9dNxyyy3RAR8+fBi33XYbXvOa1yzMDoVCoTjRQUAUwW1mnTsRm+kngRPMV86kDEY62JinbGCxipAJZbYUT/2FNGPXuCsMdCaQ3kQuRrDcCoALBgoXFqIoLZYHFZYHFU4eDLG3HOGUchUnl6t4QHkfDhSrONms4pRiFcuw2GcqlABWKBYPwL9FCsYajzEGcJRGWOUSyzTGgGqs2DFqNhhQjdXBACVZHB0swRAwLB0hzKUFl36gXXjlU1gwjiCIBNGfxJ0jtWTAv92wHW1SLAyb7SvXc7f65Cc/icsuuwzXX389zj33XFx33XU4//zz8fWvfx0PfOADW+n//M//HD//8z+Pa6+9Fj/5kz+Jj3/847jgggtwxx134PGPf3yS9g//8A/xF3/xFzjjjDPW2aIG6ks3EK24rymp2h8f1RO7Qe1LjjiVJHBI1qsMJr9gnM/jXJkBYL2TCrF7mzL6X93vuM8HBi+8seFDGTTZBSGYbIIr9KrjoiwAY8ClcfsKcp+EJs5xCJtgrVPfjioX9mF1DRhXsEePgdeGrv1FAZQlzIH97vvKsiOBB2WMn0vMMOMaXFtHQBfWvRVTiDi6Qe0Lhp+PFX0mzhx5lbUFyLo4wFQ7BTAsgyr3iar2auycQBXnNe9+bvq2Sev3tc5JPlmQlZ8ozcP+rMJgR75wXfZc6BYJzsoNsaeToghsQ+f565LIh9jou94Um4Wd4Et3Msz0JG089KEPjaun5rjtttvwqEc96riMknjBC16At771rfjjP/5j3HXXXfjDP/xDvOc978FP//RPA3CDgksvvRRvectb8Ed/9Ef4yle+gpe//OU444wzcMEFFyzMDoVCoVAoZsVm+kngBPSVMxNpnH5vjWv7BrrzVicHwfPatV5kitdWkR0DqDA4DOYSQMQwxCjIoqBGGTygsFVYohoD1FiiGkvEfiMsg7BExm/AEpE7BsYSWZ/eldGUV6Mki8JYGHKvvpJf4VyEnEw35J80Ww/2JpoqdVModjXe85734FWvehUuuugiPPaxj8X111+PvXv34rd/+7c707/3ve/Fc5/7XLz+9a/HYx7zGPzGb/wGnvzkJ+MDH/hAku7v//7v8e/+3b/DDTfcgMFgcNx2qi/dJOSxdiemRbwPt0haOVnXnSnLh4aAA9JyINIkxknCWhKRfmOxP/lkR3ha9qEPrFO/1jVQ1+BxBa4q8GgMHo2B4QhYGwGrQ2B1CDo2BB1bAx0dwhzz21G/HRv5bQyzOgINx45orVyIBQIJErholMCD0oWDKDzZHIlluHw1gyoLM65dDN9hBbNWwRyrYI6NURwdwhwZwRxZg7mvYzsybD6POtvp2BC0OgStjUDDETAcA6MxMK7A4wqoat8nvo84hInIFo6TfS/J4El+dx5Muxbl8a6HB3kddZHNyfd2fTSTEQrFzsW6FMGvetWrcPXVV+Of/bN/hn/9r/81AGA8HuOP//iP8c53vhNvfetbF2ZgeCXol37pl/Dd734XZ5xxBn7xF38Rb3rTm2KaN7zhDTh69Cguvvhi3HPPPXjGM56Bm266CSsrKwuzQ6FQKE54xHfLN7nOHYjN9JPACeorp6l3M2VwWPm8Ud+GwcssBC57wUlPwj61TK9dXs6zULXJBGVwSEGICmEyDFNYFIXFoKixVNRYLsZY8QvC7StG2GuG2GeG2GfG2GcqrBDhJDIoibBCJQgE4+usyIKZUaLGmCzI1ihQw5LB2BjUMNhbjGBBWCnGqJmwVFSomVAYCyrYLwzHPi5wuOX4GMHhMyiO5umWRD3EHft2AOQrrYrtjc32lb6uw4cPJ7v7QhKMRiPcfvvtuPzyy+M+YwwOHjyIW2+9tbOKW2+9NYlzCwDnn38+brzxxvjbWouXvexleP3rX4/HPe5x621NAvWlC0bXfUTG2PWhGgJYphXEGfk4vyRj/3aV30kU54vGhYoMiNm9KcNwjkr6tUgao6kjxIm1ch/g4g+zC6XQNER8uo0tR9KTx2O3v66d+bZO2+DjGpMxTsErjlEhgvT6/iAil65YApaX3NGQ1xigLJxPKxqVdGyDZbdgG7NX6QIUyGtrgaoG1zUwHgOWHYHLtgnrEIj1qMB2HUji3MS1BCKJ6+svxDklk55nec5iXnG+5Wfuq1i0b1aC1feJvJ0S0Jxvyq6PWJevxsKp0RluMUJiuIcgf50wRRU0x9jG2bU668SzYvHYIl96omBdRPCv/uqv4lvf+hYuvvhi/OIv/iIA4OlPfzoA4Jd+6ZfwS7/0Swsz8OSTT8Z1112H6667rjcNEeGaa67BNddcs7B6FQqFQqFYLzbTTwLqK+fDjIOQOcYqwJxpp8Y6nqWMjjqZxYEpQxc5sCIGgb1Cl2FgYWBREKOA++0+AUOO/DUwMKBIjhcMMLEjfxk+L2DIwsCVU8B9T+qKHEQYwGc2hrEjxXHbNtHodPSvjhYVW4h8AbKrrroKV199dSvd97//fdR1jdNOOy3Zf9ppp+FrX/taZ9mHDh3qTH/o0KH4++1vfzvKssQv//Ivr7MFbagv3WAkSuCgyhWHO+bLKP+Wqyylf0vC+fg8JNIm5SDLi4yY6bjz54uGBRLZ5CRkpl5ldiEBPKnq1MG1219bl85az0+TDzPgiGnO4zTFT27aW7jwAjQoGiVwnNT0sYB9GAiWYTUYLrwDN0RwXLitrr2tDKq9zePaEcA+vANbm/ahsSDqeQG8ZxHAQIhSwb4fjXuqCORw6xyJfpUTrX31zeIoW88BYnKC/dtDcSK/p7zwKEQinYwxHB+VQn55reaTFArF7sO6iGAAeN/73odLL70U/+N//A98//vfx6mnnornPOc5OOussxZpn0KhUCgUOxLqJzcJvXHojrPM7cA65gOUXMUVVTdyUINm0Jv1TYs3XmDjqDUq3s0Qg964i1u7FoJWjMSe/lWl8AmPb3/729i/f3/8vZkLlN1+++1473vfizvuuKP/zYl1Qn3pAtE6Nw0xS5Kk9TezRBFsUhVsErIhf9XeO6QY112mkTbkvwPRyMLWLrVpqCH+B6/q9FXlKuaoNPb7QziIqgZXVVThwhBoaeAUvUtuETdeXnLq3aXCxQkuDbgsfMx9Zz8XKaGe9kXjH8miieMbuGQLT/xyXCCOLAMhTMNo5MI2DIfg4RA0GAArK66v9u5xpHJZONup8esU+iqoiXNiOcQGHo9d31SV+xyNHNlalqDCha2gsgCTaWIY9ynA46mwzbNJuL5CnuiqJs22+37NSOBYZzjvQe2blOuLNeTaGkjgWI5pSGGET6TXZ2vLylcodgHWTQQDwMMf/nBcfPHFi7JFoVAoFNsZQWy42XXuYKif3C6YV967viybgWhWoiru/kOh/FD+nQEWr94xhxAa5HS7UQ1GDWncGODHYt02ON1v04np7YOSOqY2eDugZUfe3ulpFCcINttX+rr279+fEMF9eMADHoCiKHD33Xcn+++++26cfvrpnXlOP/30iek///nP47vf/S4e8pCHxON1XeN1r3sdrrvuOtx1111zNKgN9aUbBE9ckvjeqCf7MkSZJSTR11Fwmib72mUHmIUQ2LNvOQkniESWx+IEKOKCatE7BaVsuFHXFhxi4VZV0rZAfmJl2RGse1aAQQFeKcGDArY0sAPjFm7zi7c5QrhtIwnbAgnsCF/3nRkNAWzrdDK3tiAfuxijkY9dPEIS9mGp9LYOmhjDQdkLuMXrmMGVBXk1MYKamKgJNWFr/9urius6PYdEjcqaCAzb2AE0YSZi+wXpLvfJzul7xpKXl1SLy76NFwk3k+JJGkH+JmlluUEhLPMnlSu2GlvkS08UrIsI/uQnP4lvfetbeP3rX9869q53vQsPfehD8aIXvei4jVMoFAqFYidC/eQ2QiMRwoY94EsWcL1quIllZAqpvgLka7RiUEx+A8OvHA7AEtgSrCWMrUFpC4xsiaGtsWoHGNgaq2YJS1yhZMaAK1gfJmIgKN4QI7gGw4KxxhZjZqyywaotsGpLrPHAbXaAoR1gZAuMbIHKGtTWwHo7XLw+auy1TtnV2M9NO9bbyd2M7dRsTd4Nrmu90BjCihmxtLSEpzzlKbjlllviAmfWWtxyyy245JJLOvOcd955uOWWW3DppZfGfTfffDPOO+88AMDLXvYyHDx4MMlz/vnn42UvexkuuuiidduqvnTB8OSduzW5u3hU7Ur/wkgVtDE/YtpG7SuL71BvJkpgobDssQ/GOJI0Kn3RzGo6dtPt6LrVJfa68AzNfo4LoHEtlMBEgClAywNQUQL79gBlAXvSHvCgQHXyEuxygWqvQb1sYJeAekDgkmBLxLj7STN8dAmq3XdTue+mYpgRYGqGGTtSuBi6MBBFTU3Yh3ENDIdu0brxGFzVoD0roAMng1eWUO/fCx4Y1HsH4MKg3lM4UtrAE7W+qwPpXNtYnxlZUGVRDN1idmZ15Opcc588HDl1cCChA4lujAsXEeIlh/7tOpeSdCcgxmwO5zOmS06wmDCYcI3ATTSDuJns7ntmAlyIjkAYt+pt6qMQuoOdetkVG64hlQQrdh96gsZMxtve9rbe14327NmDt73tbcdllEKhUCi2IXiLth0I9ZPbDdMupOO90FgMfI6vmM5CZiEiY96e/IFj9gSrM5nATLDWoLIGFRtUXGDMBUZcYMSl3wqM2GDEhDEYI2aMuMaYa4zgNw4bY8yMERNGKDBCgTGXGHPhyzaow2YJtbcBQY0sbc1tB5oB/dw4TmJ2Xdm24Aa24NfyFevADvCTl112GT784Q/jox/9KL761a/iNa95DY4ePRpJ25e//OXJYnKvfe1rcdNNN+Hd7343vva1r+Hqq6/Gl770pUgc3//+98fjH//4ZBsMBjj99NPxwz/8w/Mb6KG+dCNA6ddECZmTZT35A3E86X7TUnZS9rsvH6XmyHLiNc/tzeabWFyNrVe71p4E9mpg60hIKgxosAQsD4DlJWBlGbx3GXbfMuqTBqhOHmC0v8TwlMJt9yswvJ/B2v0N1k41WDuV/Gawdj+D4SluG+3328kG45MI470G1V6DasWgXvLK4tIri0P7g+3jypHAXsFLgxJ08knA/n2w+/ei3r8X1YE9GJ+yjNH9ljA6ZYDRKUsYnjLA6H5hW8LofgOMT1nG+JRlVAeWUe9fht2/ArtvBbxvBbx3xameV5ZBK8ugpSUXfoIIbOtEPc1+C4Q6bPjecT7keWErBMH+JPrjlJxYeW30XCPrEu3mExR5edTegGbyQrE12AG+dCdjXYrgv/7rv8bjH//4zmOPfexj8dd//dfHZZRCoVAoFDsZ6ie3EHlswPywTxPjIYKRvjbY/9DPUUG1jvplvLyucgmIL1oyGvVMZwa5m9M0cZDsPsmGjWBq/wZoTeCawBXBGoNhVQDEOFYtgQEcLvaAQRighmVCXRhYJixThRGPURJjD1kQOCoKahhYAKvWoILBUTvAKpe4z+7BvfVe3Fcv495qD47VSzhSLWOtGmBYDTCsStSVga0MqCKg9iqqGu57aI+dgQifmyTmtL/C4HQeMMBJnf67KnMV2xgvfvGL8b3vfQ9vetObcOjQIZx99tm46aab4oJw3/rWt2BMoxd62tOeho9//OO44oor8MY3vhFnnXUWbrzxxl4/tyioL10sKBBbcfVNd/9qFt/ykGRdiHNLJpJksRwRQzX6r0l+NCEDg1Hyk0SdmZo3uU9H49sVdN16Qwz3sDCctS4OblG4WMCDElhZAgYleM8yeKlAdVKJetkRv9Uewmg/odoL2BULu8KgkkHLFkSMwodNcO6EUI8N2BIwMkAFmCHBjAjFGlCuAWbk+ozHgKkIJrzNE2IDhzAQwxGwZw/o5CXY/XtQH9iLem+B8f4B7BJhfJKBLYFqL4ELwBbwCmX/TFETyBJoDBRjghkzijX3OTjiPwcEGlsUhpwSGXBxgd1JF/1lm5ASxjSfgIv/26XKDdeIRHbtxDjArdjTc6Il2m0mLFrXeI9/JqFyJuO/GyWCFbsT6yKCV1ZWWnGiAr7zne+gLI8r9LBCoVAotiHi69mbXOdOhPrJbYzIr0oCNSNTpxTA3EcGh0Fo9ppjUvmEAXI0p580TuvprAQ5L0kMH4OQfGxCAJ4MtrXBuC5ABKxW7ro8Wi6BiLFEVdKUZRqjBqEkixGNPRHsKqtgwCCs2oEngpexxgPcV+/B4XoPjtTLOFIvY7Vewmo9wFo9wLAuMK4K1JUB1+QGrXVjo7MbSWiIqZiTB05iGXa9Cj21iA7iYatJYA0TsaXYbF+53rouueSS3lAQn/3sZ1v7XvSiF80VhuF44wID6ksXCkG4urCoYuIxToSGXdm9sDPEQ3OMEj802Xel85wkfF+YkJUTszGbIIHFZ889ri9mLcdF06zLbwg0KIHBALS0BB6U4JUB7FKBam+JesWrefcSRqcwqn0M3sOwe2sUA4vBcgUQwxQWAGDZtaceleDawK4V4MqgOEYwQ8CWABtCWTBM7UjQYujI2mhnXXs1cAUeV6D9JXDSPtiTV1AfWMF4r8HwQAG7BIxOduEpqn3siOABYqgKJvjQEAQzduSzGRPKVaAYMbgwMCMGMcGMLEzNQFGDrHWkvw8JweMxuBo7+2rrwiUUhSdLDUIois5FIk04r+nlkai+5UPG8ZDAPlxEfAZLbozy4p4wqRzt8ZsxLsbyOs1SHB92ii/dqViX93zmM5+Jt73tbfipn/op7Nu3L+4/evQo3vGOd+BZz3rWouxTKBQKhWLHQf3kbgc3g2h0CGF8Gj86Op5qfAVpmSwWaWmn8T/Da5eMGBfYKYIJpmLYAqDKgAmoRiXAhNXxEiwbLJsVVNaAGC5MROFCRCxRhb1miJIsVqhyRLB/cq7ZLf62ZgcYo8Axu4Q1O8DRehmHa6cEvne8B6vVAEdGyxhVBUajEuOqBFcFMHaKYKoaRTDVje3J4I3hYv71qb8WgG5+4XjrW0f+KQp3hWI3Q33pAiHun8xyR9fLFMKxGE/0mqAGzstlLzCedI/qcVRB/Zuwwz5d2C/TcqO87bxJy0k9CeuJ37oGW0dmUlmAygIoSqB0C8HxoEC9VMAuG1R7CNUKYXwyMN7HKO43wuDkCnv3ruGkvWtYKcc4eXkVBVkMTA0GofJhj+4b7cGoLnDf6h4MxwMMB0sYr5awhXtjBgSYkWtIJG2tBdUWGI6B0RgYlKCyBJ+0AnvyMqr9Awz3G1R7CaMDcETwAQsMGLSvhikZy0sVTMEojAUZN/nLDNSjAvWogB0ZjI4WMEMXD7cYAqY2KIYEMy5hDMHUA9dndQlim04s1j6ulK39LkaMO23yQMnk59vnmWhPTqb4aF83lCdNFjgMEwXTis98cvZ3sZ7JYYVip2BdRPC///f/Hueddx4e8YhH4Gd/9mdxxhln4B/+4R/w+7//+xiNRvjEJz6xaDsVCoVCodgxUD+5YGxLhWM6iE7VMEKVEhVO66wjUUuJajNyuNM8vzK5sezVtgxTkSNcDUAjArPBeFSgZsKRcgkjW8AQY80OULEjdI8WQxwtl7FEFfaYMQqyWKaxezMUXgkFF+t3jQcYc4HV2hHBq3YJR6slHKsHuHe0B8O6xOHhMsZ1gbXRAHXlBqcYG9DYKZbM2C2uY2rE0BaO1OZmYDZtkHccyEmSdseut+D1Z1UoTkSoL10sWMZkbfnTjhtUUH0GdWRamPgeXr+f8MZLXj5nvjFLQ67Y5iBzs4Bd37OACIskC+agbvXxdjEYgEpHtNKgdErgQQleKmFXCtTLxsfzJYz2M6r9wL4HDLFyYA0P2ncYP7TvXhwoV/HApcMoUWPZVGAQhrbEmEvcPdqPY/US/v7YARwer+Afl/ZhtLwHdVnAwgDGh4dguPjABKBmoKrBwyEwHIH27QUtLWF8YC/qU/ZgdMCHqdgLDO9HsMsW4/tZ0MBi6eQhikGNfStDDAqLpaJCaSwsEywTVscDHBstYbRWYnhkBbRqYIsCxSrBVAWKNYYZlygKA6qsI/WtdRyuMS5MQl27xeusBY+9QliEhCAr+txPGjAMKCFo50PgkMNLUuEcxzmDFomLbMcUJji/JDuuUXXbit2KdRHBj370o/HFL34RV111Ff7rf/2v+Md//Efc//73x4/92I/hqquuwiMf+chF26lQKBSKrcYGEi8T69yBUD+pmAnzqj1nFdbIwbNFVNU6la0jg2EAGntKYOxiAI/LEsyEYzRA7RXBlS0wKgqMbIkB1VjxRPCSqZLQEC5isBsIV1y40A+2xKodYLVawlpd4uhoCaO6xHA0QF0b2LF7bZbGBIydGthUjZ2OBHbN2P6v7HHy0T58nA3ISRPF9sVm+8pt/7exfqgvXTACsTX1fuTjpJKBmzXsePU/WVArqaRhcDvUwz6FK0+SuiGGawjjkJSHJlxFQkDL7yKtlDgz/KJwwt8a47ei+V4YR8oW5BZwK10oBywzsGyxf2UV99t7BA9e+Sc8bPkfcaAY4fTBKkpiLJEFA1hjwsgarKDCETtAXROWTI3xcolxXaIaAeNBCS4dAQzT9BHFBe98LN6iAC8PYJcdMV0vE+ploF4B6hULrFgM9oxRLlU4sPcYlgcVTl05ipWiwt5iiCVTu8VgARwdL+O+pRUcHSzj+7CoixKjY3tQg1AvE2ABWxqYEuCBAdfGqaXLwvWb9esqFNbFzfXEejwH1oIDa0sAcaYOXg+iyrcJ+UBhf5/yW+ZNNk4/IX+LssQ2ddJBsfFQX7qhWHdgpUc+8pG44YYbFmmLQqFQKBS7BuonTyyEmIS9iqh2BvgMM6T1/0llcB9krEX2iuCK3SIxYwKb8EoqoSgBrgiVKcEl4xgAU1qMqwJlaXFksISlssJyUWO5rDAwTvlkiFGaGgQ4IphcbEQGMLYFajYY1SXGtsCwLjCsSozqAmvjAerKYDgcwNYEXi2BmmDWDMyY3OupI8CM2RHCFWBqBtUbqwBeGCap1BZVvpLBihMM6ksXCLnwGtD9tk1YLKso3Ov9RbNI3Gx1+P+6/FUg4oyY1wwLkEXpZ07M+fJaRF7znXNCOLbTHw/EJRmQMW6RuEHpFonzhCeXLjSEXTKolzzxugLwvhq0v8LpB+7Fww98Hz+88h08duUfcD8DnFECBQgDKmDBOGZHGDLw7aUBDtclVkyFu8f7YS1hbAyO1HD+b+xi+9qy4cxRu9AQtqpdnODlEti3gnrfEsb7DMYnGYxPIlT7GNXJFuWeCntPWcWepTEeuv8HOKkc4sF7/gknFWu4X3EUe80ousx76734p2ofvjs8GX+z54G47+ge/P14AF4qML6vAINQ73GKbzMq/ToC1k0ie0U418aFZKp9mA1rwXXlSNOqchUZ42IIs89n1uH7OP6H8CzTLKTr91txfoNfbMWUdtcIhXjQkQwWv8V1xtY2RLxfGI8tp5MICsUugkbYVygUCsVs2IpnIX32UmwQgtgEwPoXKJmrsg2uI4KSAXhYbCMogk3tVLcg92kBmLEbuGFkwBaoqABbAjHDWoO6qFDVBqWxGBUlDDEKqv2aL64T2ccIrqxBzeTUT9ZgVBcY1wWqusB4VDoCeGSAmpwSuHLhICgQvyEkRB1CQ+Rq4DkIie0AVROdeFAVk2K7omsyqet33Ez6e1a0SGBuGM8kVID3V51Ebm8jhGpT/pZJAslnk2ATZHybjEnbZpo2xjX0AjctojK5zfk6CwuLGo4eZVhmv89xh006v7ELn+QWPqXGL9ugBvZKYOdYvZ2uf9hQtEcuqpZEyiX4GkNz2AuOGQVZGHIx/V3RnJbl4xSHetj4vjIENo48B7NfPA2AMV6oa1LlLIfFAMWEA8veo5TYD9dD3B+uD3FdBOV4cl65vS+7RNIwUty9D/kx21xXsQ69wW4Z1JduKGYmgl/84hfj8ssvx9lnnz1T+rW1NfzH//gfsXfvXrziFa9Yr30KhUKhUOwIqJ/cYWDAxTQENo6lDYNf/3S5GQRm1h6yDAqK4JGzwxYA1W7Qa0s37rIFwVYELhmjYQGUjGFpQaWFKdyq6IYYRWHdANMrfXxkyDius9b4NWUMrDWwNcFWBlwTuPIE8MiAaoJZI1ANFGsEUwHFGmDG7rMYOpspKoJ9Hxo3Mo8L5h1H/MENh5LACsXcUF+6wfDK2EA4Upw8FPCqWRABReHedMnUw9x3fwtEZlJn/C/Zx8aCLKVkX1d50sCg3hRkHbPtbmfYQixbU4AK37YihIMowMaHhYhEqCjHErgmDGu3+Ol99QrusXsADLHHDjEAsEQVagBHLDBkg8N2GffZZRypl3GsXsZaNcCoKlAHHxjCIFWAqRg0ZtC4BqoaZJz/5bIJVyHJX9c2RypXtcG4NhjbAmNbYsglBlxjyCUMW7iIxIyaC9Qw/pcnkAmxrbZw6mRbAFwacMHgsgCVvl+te1biugTINvH6jQFZC66qRnXtFd6O9PbpvNKWAZC17nyEt6h8fOl4zsg/MwWVb9ckQVT7up2cXW+UpXMPJ7X7rG1CUMfr2Fqvgk43DgpihWKXYWYi+CEPeQie/vSn41GPehR+9md/Fk9/+tPxxCc+EaeeeioAYDQa4Rvf+AZuv/12/Omf/in+6I/+CI961KNw/fXXb5jxCoVCoVBsF6if3JnwWpQNrgFNLQt/vV8O4in77aon9vF2a7donKkBEMNWBAPAjgnGMrgAYJ0SiS3DMkCWwAXDGgIZRl24xV9MkOnGKBSuUmsdKWxrA7YEto4IhiUXB9g6JTDVTTzgZEDs1cCULBTXbnKMJ3miQcNDKHY51JduAiaRwGGfJ3+pUxHsXtdPyGBqfemHk406QhNuQrH/vta3v9HozhKWh0KbjAx10SZZyZsWFLuoAVQGw3GJI6Nl3FPswffLkzA2AxQMlAQsE6MG4aglDNngH6t9OGKXcXi8giPjZQzHJapxAR4bt2BrDTdB6yc6KYQgCApU8t3DQTXMznfWiG/PoCLYsUFNLuySAeO+YgW2JBi2GJrSUb/EOFztweFqBUfGSxiOBxiPC6AiNyHMTXvTTkCjlDbkfLjxB4wBsQXbrD87VLbM+UKvgpwldx4jGRzK6JoYCD8lCRzI5ORJLlf/tn9HFXNmaxobWFaqUOw+zEwEv/Od78Rll12G66+/Hh/5yEdw5ZVXgohgjMFgMMBwOAQAFEWB5z3vebjhhhvwkz/5kxtmuEKhUCg2F60HxU2qc6dA/aQCaFRSE2MFL5LMiwN2eIVPM2An9oPMoAgumsGXLd1Ai706mAsXooELhh0SuAC4MI4cLhjWMGCAWr5S6gesrk3+i/XfrSORYYGiJqB29VDtVL9kXTxgsk4BTDWjHLoBbjlkFEOnYA6q4HZ7uwiMLUZXvM2NgJLB2xqb7St3kp+cBepLNxBigTdC133U/SaThYQIZKCM42t5AbfgoC6WPDJ1fLKLPSvve4FoDHFdJ7SXTAEYSpTAZAzYRGfWkIHW+SMzcknNfQUsG3ynvB/+cbwX39mzH3+z9zTsK0e43+AYSmOxbGowA0NbYMwF/mm8B2v1AHcfOxlHRis4cngPVo8uw9xnMDhMKI8Ag6NAeYxRrlqYtRo0roCq9upZdurgUYVirUR5rIQtLWxpQDWcgnmNMLKEamkJ3xyXKAc1Du05GUtFjb3lCIOijn26Wg1wbDzA2mgJ9x7ZC7tWgA6XKNbIvYkzCpOvot/Ih4UoGKiNU4YXXu0LxPMf+p/i/kb5ywRQbd17Q550ZuMVxSZIr00kvpuLgMX/4nSGvQmxi+a5QBK4eUzgunbPZ1ERnCqDYT0JbC24qgG2KWGs2HSoL91YzBUj+EEPehDe/OY3481vfjP+7u/+Dl/84hfxne98B2trazj11FPxwz/8w3jqU5+KvXv3bpS9CoVCoVBsW6if3HnYMjqtj8xbt0RZDOopHdgGZS1ZF3fX1nDxAisXG9hWAMLbmtYPtQp2ZHENoICLFUgACj9A61oUPDy0M7kBpSeDwwCTKk8Aj93vqAiuGyVwl0KKkviPC5ACz5p9Ow8KlAxW7GKoL91IhLA6fmvJYQU52kESA4APENsc6r1XzqoObru+eKenUB967nlTbtQJoR0maampIzaVG+KJha8cE8yQMFobYDwACjCYDPaUIxyrl1CSxVJRgQGMrYuNf3i8glFd4N61vVgdDTBaG8AODczIwIwIxdgv4loxyC8SF8MqxFAGDLLWkdI1OzvGgCmBYkSoAfDQoLaEtcEApioAAGVZY60coDQNOT6sSgzHJUajEsPVAWhoUIz84qwhHr9oe9NvvodDvwVFtbVwAYgpKq1DuKZGSBvIWAtYv3BcXxzh5ISn10Dn+c6J4FadIp0VSl8rCGCb2tNWLHPLHoViN2Hdi8U94hGPwCMe8YhF2qJQKBSK7Qym5ol5M+vcoVA/uc1BcTi8IWgpg+Vrhj0EHntZ1Fx2sfwi1VJuEEOWgcrCGAIbC1hCQQZcwatzCGQZbIC6IrABuAS4INgCbhEZA6cQ9q+KxsE5te0IiiKybp8jgSkuVtcQwnBqXwsUY3esGDkSOMQHNuMwUBavli6ABGbMMcCbRw2kyiEFsPm+cgf7yVmgvnSBIOOJuyZGcE4EUzKhmKmCk0vNIGPhYhlNYWjKSI5134MZlLnHYAMi6cjG+NCxHbFbQ7vCz7AgnDF+8TMj7AqVuolHrhlkLMzIAmxQrrr4xfZeghkCdT2APVLgvpUBjq3shSlrlMs1iBhFUYPh4uJaJlTjArY2qFZL2KoAHTVYWjUojwGDI4zyGGNwlFF4NbAZ1l4NbJ1ytbYw4zEwLGFWByiLAkyFf3PHEbZ2AJixAQ8Au0pAyVhdHgAF40hhQf70EACufIimEWGwWoDGQHmf873lMeeLzYhhxjYLU4H0/HsSmIxxMYGNQZhFJrhzE/qUrX8IAPkoIHWjBDbGKXMNxzQxDIU4L9nFIa4bQQYnabj5lLGsmV3/MjfK4EC6y7zM4ljY1K9vGdSXbijWTQQrFAqFQqFQ7FTkQqiNhx+4TFNxRj53Rmlw8k6tLMR9kiCEqWb3NmbtFnjjCmDDfpEcgIkBA7e6eQ1Q4Ulg40JFIDyT9zybSzVRJIIlARy2ihtFsJWxgdmrhH3sxDgg9WUtajy2G8Z1J9Z4RaFQLAAxTq50gC3itUnTkMJ5QfLLpBsqdX6NcNJQNJLgDr+X1zUpNFDeLh/6IVnsLp/ADP7FujATVDPIsItbbwAzBAoi2GMAuEBVGwyrEigZGDkyk4qmD5gJGLsF5syaAVWEcpVcGIahDzkxQjPRWQlFcIxR6xYuo9q642MLMzYwI3a2DJ3vtIX34+TCOFVVE84prFNLAKgiUEV+MVb/OWxsMJV/GyfEI+4gP+PjSxIzOp8ocH3dxNl1bWEGiE0TLzgQzRaNkTY/9flkQRcJnKURRHBL5euJ32RRO5bnTZTL7IvfDQ8LCkU3lAhWKBQKxWxYgBhvXXUqFPNCkq3b+fX5fJCRxJgNdnM6uA3EL+d5/DHrlciWHbFbOzY2hHhkNgD5mL9sXIgHC8DAhYowgC3ZE8DNFkJDBCK4NQgPBLAkbQMBLdXBUSXsCWChDDaj8AqsGxy7AaqNr8hKUlgqfjr7NaqHw0BwxnOyE7Cdr2nF5vvK3XRtKzYWOYnXcbi5v/TcZyiQtv536z4slcDhs4e4jX8r3OQVSlS3hJi31XgSOITF6VzELlQnSMqWAhgIsYVd6IXa+bWqBoFRjGqQZZSrBFu5OLn1yE1c1quAXSLUyy6ePi85f4pC/BmyI17BgBm60EjlqvNv5SowOMYo1izKVacENmOhBvYbe2UwxhVoNIYpCxQlMCgJpjYAGdjS+VIuXIxfLgA7oMRfRz8cQi9VQDF0JHe55sjfctWTwSMb38CBD9GUKINngnhAIN/PtfX8vlfkGhcmgmtPHMvz6c977Mg4py0IXkkGhwT5PpkvkNFeERzi/+YhJBic5pG2KCG8NVBfuqFQIlihUCgUCsXuQSdJto2Js3zA0bU/DLqDYooR4/G5tP4/hhs4sxssR0Wt36h2DC1VDFMAqBzhC4JfNMeriCzFcBDuGBypHNOhlwhuFMEsyOCGAAYDxjolkFMEs48Z7AejQblsG/uTV1W7VECZEc2AXJLAu+QJX0lghUKxHsQJxQ5yNEnXQa52lRWYxiA9zRNIMnhicdyUBbjwEMKWWLohF3feL0pGPm1vG7ra2RUHNvpHtxAaVRYGQDGyIDawQz+ZCQJVgK3cJxcEO3JVcJE2J0x6hkXY3OKniIughoVQTcVR+Zv4uECg1jWoso6k9opgBqMo3eJrHOpmb88YjU8nNKGaQhzg2tkRbDI1x5BMJOLzh1BMSczgWRAVw0B8bcgrgmGNez6xFgQfZ5gMGL7fRQiQ5HwBqVo3J4Hj145JX6/8TUJBWLcgHyfpOc0T22LSfQrFLoISwQqFQqFQKHYHZlECx3EhdezsITmPA+zVvZQPRifZmJaAqJLKlcF5MsANaI0FWy/19Yu1AS6io2Uf2dGSG6CZQDT7gaVxA8aoBvYDs2Zw6QlhYUoULQc7OI7pG0I4hIVgeGLXK4K5UQa7V2QBU1k/KPXxCr0yicTAneIgLgwM5UCx92QAc41qRaPybPHV03UUp1AoFJuO6aSscwVz3tSCX5rlhtjyeYEEnpyHwC7+LDHARZwfdTWHeLQ9kmPpF3zoBbJuhpJrgIyJ5RMzaGgcYWoIVLnJUTsgUE0oRgQ7YNQDFy7JlnDhlIpoTDP5KRZELUZeETx0auBiaGHGNWhcg6raxctNFKqewKwDCVzDjAy49KpWA5iCQExgQzAV/Ns8iCQwgGQyNizKGsMvjT0RPPR+d+z9buXCUuTENHH6O/W9zdkAsSPrySCocdMQEZ4MtnIiAWCp3g7Kb9kf8vLKJ4T971Y4BxkSoq6bz/waEdeaVMST8WEuFIpdCCWCFQqFQjET4orCm1ynQjETZlQCUyttl/ppysB0bnCjcpqLBG7ytwbLUUTFzY5QPjefVLNT3IBAxDCwsAQ3CIMBE7vYfcYNFlshIYhcHGE/RouhISaYSpx+d6EhRIgI2xDACJ+2iQvsVlEXr6ham8YVlKofye1OHbB1ELozI1UfKQms6MNm+0r1k4rZMUXtG25sFF9BmaPcWe+vlH2dIVNQBhP5BcbgYvN6YjcqN3MItxj9r7UN4UdwIRjALkQEM0xRga2BMeTfogFsZWBqAzsA6pJgBpwsqJoQwUD0dSEOflAAF0NPAo9c3F8aB9I1xKsVoQ+sderVuhaK4BpgoDQEW3gfbjJ18AQiGIEQtnA2yM+xbdTRvSQwmg4N/ZvxqOyvMTIAx3BO3n9LUtdmN8oWEQykhG9G8DIaklaS0RkRzBkRDBtk0tm1Leon+T2tWbGJUF+6sei5a7ZxzTXX4Atf+MLUdF/96lfxr/7VvzouoxQKhUKh2GlQP7mBmBQPdpGY+gprDyLx2rU1aSY3ocnTKFDCIEoeR1uJ0/mqq42fFGLs1n4BmqrZQhxeMw4bx8/4+uqIUYTPEcfXW022yVdeC5HHjP13/xm+k68r2OFsYkEC2yY2sNxyRVKiGMr6ntN+5LyvFArFtoL60k2CJOjE/TSqKuP9EhkTJkjUJPxCRygG+RZLH/JYvzxloS5PFJIxgDFO0VsYkHFvubT9A3y7pI8V8Xhrr7yta1AkXWvQqIYZuTi+xZrfVmuUazXKVYvymMVg1aI8xhgcc7F2W9uaVwCvNQSwGdno92JICNu0laLC2u/3ISJQWacMHtcgX04glss1v632b4VP4+ypvS21s2VcR3uCTVQ3fZT63RBqgZHE2g3nrfdyC88nod9rcFXH/ue6dmStPwfwv5tjNt2stM9vtTynoTxJtMPHKA7XTiE2fy2Rya7JhaoCFIptg5mJ4Kuvvho/8iM/gmuvvXZiusOHD+N//s//edyGKRQKhWKbgbdo2yFQP7kbIAe4c2Lq9SsG2b3580ErOkjldH8c3GYkKUUyWBDAdSBd/Wcgf0dWkLnWk73ic2hRrPnXWsVWZluRb2tCATWUaihfzzjU29gSBqQybiKJgR7JmMFW9EvoD3kuIvsLQbB3EMbbEfliSLPE7VRsD6ifPC6oL91EhFf3pXKzb5IxICd9W/coqfid5k+pvfl7Nwf7WlnIxQv2xB2KAlSUjtwL7eHsDyP6zsZ3cCQOBflY1aBxBYwrmOEYtDZGsVqhOFahPFajPFZjcNQ22xH23xlLR5ptcNSTw8esJ4kbMjYQsCEsBHm/lvRJCI0QbBs7u8yohhlVKIY1imGNclWQ0rltcavjVh5zeYpVT2wPPdk9quPkcON7s+8xxi4n101Q3E71pcFHe5IWVRX7vOn/ypHDVQWuKp+mcsfzLYTUCCSxtWBbR1K/IZKrRg0MONK3KN01UxTNZoqGJCbjrrFw/arr3RqoL91QzEwEA8Azn/lM/H//3/+HgwcP4u67794omxQKhUKh2JFQP7kd0EOYxYf5llxp/UgIxwmJkgdMbj46B049ZUkSWJbJqdKp9TpntuBaiLkblD+tzStzjfgMG4nvZtyzdaUNm1f6Gqn8DeRubX0YiMa+hgRm9CuBs35sHZP7Jp1HnphEoVBsHtSXbiCk3+LsQPAps5QT/Okk1W9fQZL7nRkkQjtlJHQg7TyJx8wuLEFUrdrGVwqim4WPlBOnlLw94wnbsVDRjiyKoMoNytyRUPzKfWMx+VoLsrWltO0gU6NvyuyrahdaonKxhs3Iq4THqW3BVkc8N3GJTWxX2l6EuPx5iAjRR83zRqTrxYnO25ArvYUSOxK36Ya69u2sfZqejcMWSGmbnG+2mS0dE6tk+rdmskOZYMXuxFxE8Fve8hbceOON+PKXv4wnPOEJ+JM/+ZONskuhUCgU2w3cxGvarG2nETPqJ7caUn1E2RFycd8oS3tcz/fNgGhSkpyI5D7ytreMrrSi7lZYCM4GtF7pVAkV0tiCRl6B6weKxdC/BisGsmZYexVv3aiDZ9xCHhNVR3KgXIvXUsWAO9iXDU6DGhhSfcRIlErdKmpBCk88j+K8bOWNR5W/Ox/qJ48b6ks3GC2/xel9daY3JiSphh5fOqGMee9zgfiN9ZpMFeyVnsZ4YrCORKMMcdCQvzYSjqiFCtUrgmk0dtvaGGbVbcXq2KuDq/hZHg1bnapvjwbFrlDfel9IYxfqATJ0gc3Iy0hUe/9XWW9XBTOsYNbGMGsVzFqFYrVC6ZXLxWqF4ugY5dExiqMVymNB1TyG8cfNqstLwwpmVDm/Gxau8wrdNDREQ96m+7Lzy2KLp6shgl3YBkTxEwMAAIUzSURBVNfPPB77bQQe+e9VBR5X8Tv6tg6FsFMFe0I5xFcW8YBDCAh3zXiyV4SJyDcyYZFf9cdbBvWlG4q5iGAA+Kmf+il8+ctfxuMf/3i84AUvwK/8yq9gPB5vhG0KhUKhUOw4qJ/cDuh6cOdkgNKkW8dD/nofGJN8LPZ1DKTA6NZl5e3Iy5Eksdvy1b5DqAWyNlHlthXDTbxeU7X3Td5C2WEBOLlfqI6CCjhfoKa1WI3oJ0lWxG7g2G9Nt8jvsn+z/s4TiXPQIpFbp6QjTbBHoVCsG+pLNwDTlLiT3GErJIRM3xEfuM/fhhi/QEoi52Vmt/T+9gh1cHyd3yREczL5avN4wcLnBLIzqlLD1pCkVDdhFIz8HIutyjfn61qTml0LoDqDE+Wtm+yUfjP470ZhLMM/kVAzQ6h/KRDPIj8m+N3efb0nhtNrhcjF3DX+fJgs/q6cSIjnXDzj+H6YZWtNOuR1GLdRX9ilfBI2t02h2GUo15PpjDPOwC233IK3ve1tuOqqq/C5z30On/jEJ3DWWWct2j6FQqFQKHYc1E9uP7AfuNBC1JYdxN8MWZy8AQgji7AoHHWuS+32MdDY3Eda+pQE+JW4AcDGesDkFnRnv8sYN96x7AY61iCslM1+tW+E71LRQ3CrtudmttrpD0XiFnHwmOyzDIIfIHN7pfL4eiq7sBGAHzyHgTEQ0zIjzZuFjYgL1UiVW6+aWwx0M9KYu859TkivB3Or40R6JZ0VuxTqSxcMckRY7x3DK24pJ8YEsQfpExIEB4P0HhsKiEQvOZ8XODYfD5fzosKbGuTVemG3JBvZl2OMq50LeAcGFx4gxLV1/oIN+/oZDBMnSZm9L7LeFm8TEYFsCRQGbK1TG1cGVFiwaYhnnhJLlryPC+EmEEjYoGYVb7okbwvZoGw2jtQFQLZw3WrIlUsQoQxC/0kfl/rCTghyt7W+QFADR1JYxAvObY4NTklVArs4vMk1kZ1nQQCznNDO80xDCPtAJj7vxMUFk2u6h+RlardFodiFmFsRHEBEuPzyy/H5z38e//RP/4QnP/nJ+OhHP7pI2xQKhUKxncBbtO1QqJ/cCnD2OSlN+M79h7uyTrwmZ7yYk59t0tLtbghHbtksvsd8YnEdqdgRg0BKBpf5YJNjTF7KvkfVUGds4UwJbJs0TZiKoAyW+2wTw7hDtZyqmdttgWxr3qnxa97nXedAngxOsnSCsx9beo/SAeq2hPrJhUJ96aKRqXrzWKjZ5F/7NkPZIZknI0QJrX2U/NfUTchMCmBxmSd+M83QVnpm6lOg5V9Y+EAW/qpRB3MSZomyxVcTJW6fT6wbH5vE3O1T3WZNDL5LhrSQC6g6+zj9naiZU0K3vUl/2+6j0G35swVHP5xdIsk5F+ciLMImN7EwG8mYva2JCEoul/6t6xow/SrgPjm6kr/bA+pLNxTrUgRLnHvuufjyl7+MV7/61XjFK16Bc845ZxF2KRQKhUKxK6B+cpMRZK/kP/sT+oc+oQphTlRGefLZiMKeBImqN4ycyGdxebqVwU227tZYZy+sUyYZ06huKexnl8Z6RbRx7Yv1GpMMojgMxEIZoTt6FuEL1jvzOaq3Wn0iFbgxXRgEA26RF3STw7kSOMQFtv7pXZLEyYZUYZXbEc3j1v5NwfEogRWKEwjqSxeAoJb0P+PtjuDv+TmBJ0jiLkI4cnXk7sXGNoVKQtA4lW6M09+KhU7J/Tl6wi6/K+/TwT7j9lEBsLFuNzNQk/cTdeJLQuxdIgMu2PVJUAJbG3/DkFMLGwJsAdQhJnENJhdHtumb/FPa7P8TYR1CLF6uaqf6DfFu82eIEKoithcAavfVmLifRZ2RcA791QXp42XfBrVvHXysX2wvEMfI/K5/ZkreHuqcHGhdde3zGj7j80BKPk+FuG5J9E0TliI8Z2XtDsbES6t54pqooFcodjCOmwgGgJNPPhk33HADzj//fFxyySWLKFKhUCgU2w1bMVu6S56+1E9uNsJD/DQyeErWuTLNUm4yQs4GzGEQ5CuXCiY0xC1FkjukRUP0+oEZh0Fsy7QweDOei2bPIVs/UILgqF29TE39feQ6RfuDDVmdkvwNbRL74m/r0nerg0NfiDyxfDFQjHWHQV3HuWkNKvM0HX23re5FSgZva2y2r9xW1+bGQn3pApDwcc6f9JHAIYRDklfwnUmxBHCXb4vhJkSenAiOhGJaVXBr3de48H/htySuAZAhVzR7Mi9764bhVbrkfIXL5v2h9eGVyIIhJkd9XWTcJ+cEMHV0UKg3eRMmEJ1pmIW8efHRIfjAkAcNaZ10QyRRQ71dnSfOqzwvsp5gd0LGov0ZyojPI3lf5MQrpfmaTkraSGwc4ZzEteqoO2mWv25byl+IyW1Zd16m+1uIk8OKrYX60g3FzETwZz7zGTz2sY+dmOblL385nvGMZ+Dzn//8cRumUCgUCsVOgvrJbYaZlcF9eeetL/7XnyAOvEX6MIDyRK9L0c9EM7NXu+RHvDKYrSsrKLBYDoh8fSGOcCBmhRIY4rf7mg1yJeTAuEPs0+rHHmVw2B/DQHSRwIkSGH4QL8qKg+lmH+eD2VZf5gb32N5HKG8mJimBk0kDhWJnQ33p5oHivV0QqF7lmr8p0ibZQl7/yT78DwNMIoY7hFo02RJL0DVvm3pC4TdkOvkGjyFHIPrkUulLQu3axLRlcF35dMaRuiGWrO8gsuyUwda6Y8Y08WZNIMu7yODESPchQk1wVTXfbd38Djbk8OrcOFFKlCiCkz6a4vva50Hkj+ErMp+a+8BI8iNtq+y7pF+ytDkRK/uIcxt6niUmtot8tYLp7nuWaQ7GbyxtUih2IWYmgp/5zGfOlO7hD384Hv7wh6/bIIVCoVAodiLUT25HzEoCd40u56lDfs6ah9KvcVcYwPmdfSRfsoJOB3EcVE4sWhUHj5ykCZIjCktHEIQS2KftHPCFNFn1YRSed0n+qqofZFLX4DW+epqnF8OzWH5IF9JyZx4kecSPlp1oY1uMB7uuzy4GXqHYuVBfulnoYF09uZeEcBCS0Wbi0P/KiURjPCGcvU4v/UeXYjb4kmnK4E67g6+RE5ju9RaOv10b2PtYgvWuwjaEsPVt95+oHdHrSGTqqJe8H+4gxU1jS4IYJ1/Ey+dsX+wb0ecBflIyvvETFcHCl3X52XmQ+9l++S3ChLL7OQMB3CKPO/qImrjFRH5C10ofPqE9cUE4tAn6WH7Pc166IqFCseux7sXiFoXPfe5zeMELXoAzzjgDRIQbb7wxOc7MeNOb3oQHPehB2LNnDw4ePIi/+Zu/SdL84Ac/wEtf+lLs378fp5xyCl75ylfiyJEjm9gKhUKh2P0g3prtRIf6ycXCjZMkSSlIxLlHABlRue48gvRM9qEZlGUbJ4vbWPGqaf7dgmsLDiuTh3iDYsXyro0qC6rrZgGcqgbVdYxriNoClS+jyra69sey47Uss04X38kXsMlfnxXqJM6PJa/Vchws9/YdpwvddPf/lHMY0884QF0vWsoyxXaH+sntCfWlEp4gM5609EpXp3YNRGazkBfyBbzIJHlgDFCIzatmKVHPmoYgjaQgUhI1C+0we3OEXdLmaFsBFAbkt9BOMkWzYBkDsC6eMNcVuBqDxxVQVeDKK3bHbuPx2G/+e1UDVeV9XZMOPn/+O8YDrl3Z8P6ZrQWBQDL+cITwYcGnh3Iq4dO9jw/lsfXPC3X6O1ksLve94RkleVYSl468TowBFYXbVxSxf2GKeC0010Xhz0UJFIVP77bm+imA0qcz/nhZgsrwPZSRbWURzy+FeuL1Sc0m2pGGj5DEsWI7QH3pxmLLieCjR4/iSU96Ej74wQ92Hn/HO96B973vfbj++utx2223Yd++fTj//POxtrYW07z0pS/FX/7lX+Lmm2/Gpz71KXzuc5/DxRdfvFlNUCgUCoViw6B+csHoJH3X+fS3LvK4Iw+3d7n9kuDs3h9JzfgqZUZ8JmSqX+QlEKstdVKfSqlZhZxss3p6/N61heOWxfesni678/2ctbeT4BWdGNMj7bfkvHd09rynMX9VdkPDMvQopxQKxcxQXyqQk2B9sVU7Yq3G75Iwjp9GfAqCuVVOtrXI4LkbI4rraZMkrQNhHENgBFVt4/McaVqDawvYOu5rT5wK4tWTrXHCVU50ijRhH3t/GPP40E79YZeCz2t8dUL2ymeC6MuzPOLZIQm9kDxr8OTHG28jETWEtcmug/za8N8pkvApQUvGuPIoJ28FiSxCc1Con6iZcDBNPc31mZO9ohH5pai+VnECYSGLxR0Pnve85+F5z3te5zFmxnXXXYcrrrgCL3zhCwEAH/vYx3DaaafhxhtvxEte8hJ89atfxU033YQvfvGLcfXY97///fiJn/gJvOtd78IZZ5yxaW1RKBQKhWLRUD+5WWC0QizkrxT2qXYXbYkvNhUDMZJBTDZKc0cJ8TVZH2qweeW2+c62GdCTHHzHWItSGRPShprmHKxLOznZmbYtDnJFB4hPnoX09Z8syV5xjHNiuMuu1v4tjw6sUCgWAPWlaEjRZkebAO6JDTydIPb/hVj0DEc+NgeREnECIdRRV5ij+Roo6iOArDeJnG8IoSIMgcnEyUcKvrEjrBCjAqwPeWGMi7/Pod/Y1WmlXwwhKLK2hv7wBCwHMriufUiI0J+ZcjrYAjR+XYZt8i4+ndvu8bFZ+AOGWFg2C/VAQFz/LT4b5M9ESego8cwg1cwyPEeYQOi+CFw9zO5SyOMkx/4L5zUny+VzS2ZnKCA0atrjC/mVGmZJq1DsUGy5IngSvvGNb+DQoUM4ePBg3HfgwAGce+65uPXWWwEAt956K0455ZTokAHg4MGDMMbgtttu6y17OBzi8OHDyaZQKBQKxU6C+slFg7MtO8Z5mo22I/wMg1NO02RqYU5IUYZUAiffhfKX2TbKoEy9lIZsEHnrObauV09jWVK1JNJxYyNHtVSmWmopntGQwElXTThvHV2an9dWtysUil2HE8KXdhFagQROwjwIBWcgin3aVAncs+UhI0Q5k8nk42XcBBkpVaGhfklORlVpqmIloTaNPtZat6BcVfsQEXX0bxyI3L4tD5nk93FQEYctLBLn7STZZ0BjSxICSUyOMqcuLnkOED4wTwvxlpAkwcX10YTxoFRpa/Jznf6OoSL8J2TIiPwakUrysFhh33XZef3lYUcEcZ1fWl37Oi6jxV2XCsX2xLYmgg8dOgQAOO2005L9p512Wjx26NAhPPCBD0yOl2WJU089NabpwrXXXosDBw7E7cEPfvCCrVcoFIpdhtZD5iZtil6onxSY+Gp++2LikKcvDl7Mlg2kNhFdUSE6bZ01VIQkXDmNySvjCaZk7JSNZ9xaZHBXPODGTpZhIFwjOwaznPxmeazvXHUe58l50szdJ2rLIPpAsT2gfnLH4cTwpW2iliSplhB5DaHWEHIZASfSsWm2/FiLlJvZ3EDseiJavso/tZ2ivYLQi22RZeeEImWEpQezCxUBW6fkb/CdtYjHL2L4dm1JnGDveyixJbQf4m9ckLV5yIdksji7IfQ+uzR50jdumv5v+j0n803aV5ReU02YBmqTuK1JAAji1dcXYg+TDwHRekupi+gV/dZJ4uYZOo5n5SfnQ7H5UF+6odjWRPBG4vLLL8e9994bt29/+9tbbZJCoVAoFNsGO9JPdhFynWwq4hioGf/0DJS29AkxDNLCzw7CsqWQlcSu3OcHjNbHO5Rq32yxtnRhmUz1lCw4V8+pDJ5EKDs7HZEtYxVn7W4pgd3vthpa5uvs1uZH70C565RkZW4pCSxt2AZ2KBSKFraVLw2xVU2zaFpOfDaLvAlCr2NzxK9pyF9KSeGEYJbEXB5Sog+SpyPy2Wdl5AIp2CYfE3IvEI4idm0gLckvVBbrDHF+ve+LxG5YIC5RAlfd29gtOsdV5Raai0QwIsGah+9o4uIjJX9lDOB88dTgD6aRwKHMUHSeNk4ECAK4a2HAQiwMmC8g2Lp2KN0SsrXpfxA1+QkpGdylJo/Xh9hm4oFJHM/KbS3Yp1DsHmx5jOBJOP300wEAd999Nx70oAfF/XfffTfOPvvsmOa73/1ukq+qKvzgBz+I+buwvLyM5eXlxRutUCgUCsUmQf3kvAiDnJ4He2a0Bg+zFCcxU96+RIwYlG9aOZKA7BuoMGctFulCLOH+Clx6brKtu7nCnumHM2I239d6zTUvgJvvQk08F18bq94u5OqU61ahUBwXThhfmpBdyAgvtEjIFpHbIuD66iHnOgxNn6OK9/s8Ibl9RO5eTi6eLefxcSc1NsQdTmLZIpbX7RhCeu81yYBhm8Pswim4oqxva2MjYs4OEyVhC2GTPA+T0HIFon29zw6Ufc1+z0p0inSU72t9irryz3bBiA8aMk40yf3+O6NJ1yqrt9dnaVxHHtmfXccVip2Nba0IPvPMM3H66afjlltuifsOHz6M2267Deeddx4A4LzzzsM999yD22+/Pab59Kc/DWstzj333E23WaFQKHYriLdmU/RD/eQc6FOHxuNCETPzddeEYmhCGUzLEwbg3TZ02xjqCD8FCZqohDq2PPRDK1awDN3A7RjAUT3sj2dK35ZyeNLG3L/lYSvyUBYytnCmBE5CYST9gZhmvkGcUBhvNaZdt4ptB/WTOw8njC+lXJ3ZxGulRK1pumO6UhYCYtIWFlZrhYnInF8SlqDnYhZE47qUwVk4AeqzBWE3NYroIsS6lergGmybEBCpErhuwkNUqTqYa68GFkrgWHaIWRzUsDlavkD6O9mPIg1lW67ITlTaU3vS90nf+W7Oex5jOg390FUwdXxSU0a4RrtCUyR9JiqY1XfKvmkd63tYU2wG1JduLLZcEXzkyBH87d/+bfz9jW98A3feeSdOPfVUPOQhD8Gll16Kt7zlLTjrrLNw5pln4sorr8QZZ5yBCy64AADwmMc8Bs997nPxqle9Ctdffz3G4zEuueQSvOQlL9kRq7cqFAqFQjEJ6ic3AvnTHqWHhBBlUvbWM+MsefP6+iqYqgwWtXNXpZwNJsNAm8DiaZeaZcHb9SUNlD+EbdM41nnGUJx3bE4OsNjXV0bPD+5KwOln33ndKEb4uF457TXW7z/BRjQKxRSc8L6UxKdUaSYxWCnZnxKpaN+zJt3ChL+h6KO60qC5z7dccwdpnCuDEx/RwzRGBXGfsrNHZcrCBgIIXh0s3jaRZlOTCWF2OXVJImXSxyFkBVIiFABN7eRJxyecL+pO0i5yVl9CaZlzuzfxHJMzcrHbCNT1rs6kSYTjhfLAil2KLSeCv/SlL+HZz352/H3ZZZcBAC688EL8zu/8Dt7whjfg6NGjuPjii3HPPffgGc94Bm666SasrKzEPDfccAMuueQSPOc5z4ExBj/zMz+D973vfZveFoVCodj1UG5h06F+ck7IeHuTjgd0pGNmPxbpU8n0hxqYnncGhEFNy7a8Xq+OisRxTnz6Mij/TSJZU08ciIrym9cz093JoG8i1tEPLVJADPaPR6nbpabKiOFe/jQ/cDxEa5/6aF70X4THX7bi+KCnYNtBfSma+z+5uKupypKa+KwxLQQRSh33rgn3MQLS0AyU3psSBWt2X8/9jiRkAxkMTwaDATvZlMYP9fxh9ipCAeICALsJVGaQDa6D3ZsqAhx9a4+fIkH6GuMqKIwjewuTpHEmH6efmNCuPt/M4ISHlVw9TXu+is8Mx2Fr+Ay+XpLKof/ipHHw2Tbr7xluwBtJHisWBz1FG4YtJ4Kf9axn+Vf2ukFEuOaaa3DNNdf0pjn11FPx8Y9/fCPMUygUCoViS6F+coPhRjf+B2X7MVHENLlM8dlbwrQBUyB4BVpKHTHwnGRPGGD1XUsUukJUMDWO8KxYBxPcJfnxfEFn+s7vfc3l9LNXXLtRI5DjmiFAPFkKhWJmqC8VHJ0n24LmNFEDh+P5pOC6K0X3RGXrtp37xQ5fJMngHNGXy3xAyx/HmLpz2A8CkVeiysnU3sm4CYVlIRkoUdI2ZVPejuPFHGX0caTyUaL7aPYMNWe9KbLzFCYl+mdr5yy/z/Grc1WcGNhyIlihUCgUCoVi4ZiqXIkJxQAzHchMIg2mV8/oVgbztNFUkjQZlHSoe6ba6BfAo6jMQrtvwiI3hK6XLrv7sNN2P3SV6eUiNusGtwZ/LBRB8TOLNdndN9zq14mxnRehBD6uEBBZvYsoS6FQnIBoyMfmp4zfi4ZsC5/A5HvOeu6HMWY7p/ftaKb3w8kcZ5u8jarc1nxo489a9pMBjMtDvv7eFnS8PUQAOKiovd9kmbbvPi2VwKCovI7KYMrT5Hn7jJwRrWeH0P/C1i5f19U5hKh8JmPSA5K17ZpgT8rJ6u0l16kpOmlCUAO3LoomTxdaLPeiJrwVip0FJYIVCoVCMRt61XgbXKdCsRnIBxmLLLO37I4BzyxlrsMQjmRwX10zFJyPI1sHOVmgvTPfetB778lIYLFfhnDszTfLcYViXmy2r9TLVTEXMqVpIhNeAOnYia6JO79f7iOa4C87lLyJPwt/eJTlCemEc5ITtLMS3d62YGLYF+c6487uydRIAvvPKMCW5Hsvkgqy/TMi8d+ByEZHf3L7u0RobH6uwvkLmVn0/VzXVE9bO3fzOu630/y/YttAfemGQolghUKhUCgUJzDkAGzxI+DpymBpx5QRU9/AbDZL/JiW0oFbqD0hBLqQqcS6jPMDw0RjRV3MsCxVqNM6iuRkUCqPZSRwa6G5nrSivN6yZZ6+37NgEerd9ZQx8fVZhUJxwiOoUeNvoQrOwfmM5hz3lkj2Ir1XWwvYDnI42BLrhPBX/kfYHdW8syg6Qz7j/REDbAEOBK0og2Opoh3evxkC2Da9YIxzfcyRpGZQ2hYgjcNMpvG3s9zfA1ncWuhuTtK+L5wGrPjuv0witaNRDLdwHvmw0uTOa3ItBfK+w9aZfWw+0ZvZH2NMT7kI8uen1qREBgJcwzZkZkSh2HIoEaxQKBSKmUA8kc/ZsDoVig1F65XJDQBjOsm7nkH2vDYAPQPKWUQ7U1JMJB/78zHYv2bbfaxfsSvIhbi7k9FN8/Qd3tZYj3pbyeCtwmb7SvWTipmRiX9nn2jy939292sWu6blI0nAsdwyAlh+b4Vq6vKNct+UP4JcDdvrj7PJwfw+Gp4XmnnPdlXcuNgm/m8j/52LBI6VBkJ1UsOyZlD2uy9hH0Hai9BHsZGivqA0JlHWnIT1tHqTr+JZYJ78WfZ+JhgLsl2xHqgv3VgoEaxQKBQKheIExKIGJ7PBjTUYNKnezXgI5a4na/KHstFjTpIzu/ASSdZswJcWKY515ImHuXN/Z96u2MBAexzbtRJ9TMc9Y7/1DIp7cLxq4M78sq0n2IhFoVAsANTj+sK9r/uNkcj2eWKUwu+pnKFPYL1iky2iItirg/PoC7mtuQnJ756JzX4EEtj49oh2c8LgOpVveJMmhFKIvmpClYSON4ACGMwECn05Cyb5oJbvZDGnLIjathlA7k8SclWm6VLz+v/8Gz8sFM9EXhkc7DL+RFkfT3heFbOcNAjlwq8BkEwqTLF1al3iu5K/ihMASgQrFAqFYjbEmfNNrlOh2AhshhJYIiqM+pRIMtEm2RIQB40dBzNTW5xub8G0PlWqHBy3Yv92GJDtaxaP6ScpJpu0gHNw3CEhKPsUUJXv9sdm+0q9JBSzok8FPMktyQQxju+MF13++r0ID8HJ4p6ilt77pyf5Wsxx172+p0HR709tsMji0sc3VHIf1WNqP2avO83Tt4+6k7WDF2fZs47P+1GGUprlrRRmwBjXOtlESTCHZ41Zmp+TwEkIKDlpK/x95/PVHDfIJM6xYsuhvnRDoUSwQqFQKBSKEwibqwTO4cYuzdOmG5dOMYiBCWubHxcoGNVHUE95tbMlGvNfworsycGuMqYRv32ViQFhuk5cTgKLASP39aIYXHbVNQ8WpgTWwahCodhgtOLyIoaMTW9BgjztI8t6iUVuFMFRGZxtoh62/s0TY7K6JyB5M0XYE80m0STnixqONIQAyElrF/8WbJGg0+52XyQUqqwrdGESe7lJ1CSTKl8ShXXXl+1AOwSGqCuSqKL6Pt9JffUHEp4adbaPEcxhQTzAXU8EwOSMv/je3aiGCLbiHIRJhPWii/RWKE5AKBGsUCgUCoVi96GPkNtsJXCObPAxMVxhzLJxgxYO/4exPbUOesygYg4DbuLOMXIsIQyAzToUw6EeP5hrDwi7+ooDD9xdmBwUR/vWgYUogZUAVigUm4guMtjtkInc71lUppJok6/0J2pgNMdzAtmw5x/9MWNmuLdKm4INmfI3UUNTnIRtfAgJ4pN9KANOi5bt7EPmUpwFnEyUxjLC84gMOQEgUc2GwiYt1Nq5KxD3aFyLPCdJW8K5QdunisakCwxmbG4khL2tZMAm82iJr+0g71t2Ib1G5GRupiafCV3tVyhOUCgRrFAoFIqZoIvFKRQbgDjwnDXxxpsy4ehspfS8+tkUTU7x1ak8mxW5EjjULe0In1IJ3NXAzSKBJ0mgZlSqxxWK9Oa4XaEL3Ch2JGTYB5LsZ8er9oFoJWREbgcR3Nr88XwSEfC+0EtI+8JQzHyPDj5LMLKhPZLPlFlCdUn7MxsFP9lqb6cNaOICg5wqmgBGR6xg4b+cGTM6x0ldIhW9od9zPylDdcxaTTC9NZMd+nfCdZLw9qJjO92zIIGFT88aOWFGXbS9d6I7JA2266TsdoD60o2FEsEKhUKhUCgUW4i5uMcNVrNw5+CHI0s8dWAaB2qUkaNikBe4zKAyWseAK1EtdQ3Exb62aHiKAmkWrEf928cDt6TYUwqYpspTKBSKPoTbebh/5GRr/N0TjqBPMcriWF/4hzAp1xEfOC+XWXijPBzFrGrQPOyEJwOTxdyyezn5uvuVwDlx2UegiuMUyOAQJ4EAGHCX9xNlNTzqNP8wY38k5yn4R//d9rVDIFEEUypWjovwQdhCYGJ3yIeNcP0a5cnt66bLas76OnyP13D8r8PmpumxDf55JukzqdgOdioXrNjFUCJYoVAoFLNBPv9uZp0KxcIwo6L1uMuYt/xpMpXphxaHyfU3XO6UfqAkcUdZzU7GfLwqt+5FckCXDtJZ/t4SdDQsqnqPp0y9OW5bbLav1EtBMSsigYZuEhJok65SWcuSCGRxrfcQejm527FP2pTs8/fvEMKhIaen3NNbE22hCc0EWgzJlL+JIbnQ9fxdtYhh0Q+RDA52yWM9DjC0OSps1/H8kZCezXnirnM2iQiW50AqfIN4O6pygeatII5VUtJWUY88/0n5SNPNjL4+EvXGayLY0CcRV2wp1JduKJQIVigUCoVCsb3RtRDMesuY5Sm/r55FrSadx2HMX2lcpOp3lrLm6V8/UJs6HvWDOGopdbpJzHQPtbq6pQDuVfX6/7gjTvFmK4FbaXteUdWRp0Kh2BRwSoABKRGZK4N9loQMFkUlZU4iFhMlcG5P1/2XEUJEsK+X/P6Jd+tELQok99ww4+hZYKacDZxmkzyct0PsR9ruaIavKoYGDqrYGfxP3pqZEe1AJIM5Pz/Jb5k1sHDk3gSKbcn7zPcne6V1qLDJLvobACXL4HW0X3RUrGLWllN/J4VnkdgO9buKExtKBCsUCoVCoTiB0DXwC/tnzX+c1bd27DSF5+y2MiiNu0Z5ezOlWcepaSu0ZIFdo3G5d6v6ddLEgw5AFQrFFkCSul3sYiDLuqXCWWJxo51JCSy+ZHOhrVt6ZAq5ITAn3je52y20XGvuD3pIYEkmyzYm9nPzPW1gp3lRRUtiJ5Pf1WNXlnY9roNlO7qI+t6wDIE851S0HPtWTh6kCuBEcdvRJe1TkpG+0ue31MGEdtzj44S6ZMUJCLPVBigUCoVih4C3aFsHPvjBD+JhD3sYVlZWcO655+ILX/jCTPk+8YlPgIhwwQUXrK9ixfbFDAuhTE3TFfdw3q1zVJSnWWC98/TNPOXNkYezrV0WMluz9MjrFRlD3qy+lBSY0q+zgEgVRIrZsEP8pOJEQ5cvyi8eEmRwtuX3Wssu7qu1/rdtb617fpc/EQRnx/3clcVwCuGOiz8nbpMmc2abLyfYzjbti9CusD/xKe3vuY+b6H/7yrAWLLapvnTCH3zuazm0OW75OWKwdel6/bQVNrJ/06bXp/r/ZH2yvxNbQl8HPy7OfyTbRZnxWqHmmsmv0UnXUZ/NMUZ/tqm/33pshu/MtxMISgQrFAqFYlfhk5/8JC677DJcddVVuOOOO/CkJz0J559/Pr773e9OzHfXXXfhV3/1V/EjP/Ijm2SpYutwgj/9bSbiII6zffKHGPFNfEDvOmecFNMUredVoVAoOtG6X0rMojydQLIxd9+2kwp58i26dawpu5vY62tM7l/kJu0S+xI/FGLp5vVk+dfja2TeSFyGqvp8Zu9J66ugo8+afU0oC3RvnXZMMaDrHCdk/QxMXN8EreRq5aRFnx1TquksN5avUOxuKBGsUCgUiplAvDUbABw+fDjZhsNhr53vec978KpXvQoXXXQRHvvYx+L666/H3r178du//du9eeq6xktf+lK8+c1vxsMf/vBFd51iO2GC2mbLsV3tkpjUfy21GSBGtuLnFGXwPFvMOoMS+Hj6deY8Upm0GaNJoYZSbAtslZ9UKGbHBD8j710t1WXIizRvUIv6z05/kOTJ8vMEuxJlqsyPjnL68gSlrVQF+62ugdq6zdbJfg7HEsVuo9pt/M78viX1g1KlHAjamLDVb5wodOXbMzIPsn5I28FSrdt7zjKfuh4kZaXXTKoeby6BhHCWCvUuyOtVtnnStTQXoa7YKqgv3VgoEaxQKBSKbY8HP/jBOHDgQNyuvfbaznSj0Qi33347Dh48GPcZY3Dw4EHceuutveVfc801eOADH4hXvvKVC7ddoTghkT9Qx4EdN785TzBtm5C8dWA7YJY2rdPeJASxksAKhWIBmHo/ESEiAlguBDeJdMu/z4DkNtlRllSdtuqRW1ZOa0sJ3kjGdm6yvnX6Gu76PsUfdJLNE+rP0yXfkbajU5U7Y1tkSIa2EU192a52lZwlkHVk+ZMDPWs+TLJ/uzwiKBRbCF0sTqFQKBSzYSv4FV/ft7/9bezfvz/uXl5e7kz+/e9/H3Vd47TTTkv2n3baafja177WmefP/uzP8JGPfAR33nnnQkxWbBOEQc9OUEqudzB5vJjWN8drV3IO/MBMrNTOft/8K6EDrTiJyUBzK0d5UwagXVjvNZrnSxbvUWwZNttX6ulWzI2eGKv53ZiBsFhbQyD6C84ymG33sU5k5SD/nlTalMWcEdSc/o11KTwlkYt0v2t+89YGifsohzRBscouhm7z2/oiOC1vIffc7E2SRKUt9uWLtHXdAGZWJotzktgAzDTJSM11RFK125dNXk/5M1qwo88fJv3eYT/L7/lx9Jer2L5QX7qhUCJYoVAoFNse+/fvT4jgReG+++7Dy172Mnz4wx/GAx7wgIWXr1AoMiQDWbF/3jFa5wP7ifQUn3fYAldQVygUuxuRvJP7JhFwyIi4EDvX75MkXB9aJB0m5OmY6CMALGyUBHBGejaLjLYJ4vjpSUyOhSMlUBO1MDfksiznuODrnUS8cntXmwzuKnoe+/ITkhiUovMS8STwxDQ91bXqbP+cmH+miQWFQtEFJYIVCoVCsWvwgAc8AEVR4O67707233333Tj99NNb6f/u7/4Od911F17wghfEfdZaAEBZlvj617+ORzziERtrtGJjsZ2VwVup3JylP4gWY2OX8icGY2uUwbHavsWKOAzaOyvpJxW2u0I29k/8T6FQKBYMAgwBZIT6d577jSBdczKupdbsIHIThq+LEJ5WvZQHNvm7483nytGuMvr9DMA+hi5i/OMk7uzxoKVw9nYYE39TUGtDpGNhd98bMRNOJ+fnhTLydRKivcI2v5GMUZ+HicgmD9aN1vnM1L+9cX+pHfh1Lj8779+IQrFzoESwQqFQKGbDZr+iE+qcA0tLS3jKU56CW265BRdccAEAR+zecsstuOSSS1rpH/3oR+MrX/lKsu+KK67Afffdh/e+97148IMfvF7LFYrJ2ChyctGEd69K7Hjs9wO2LmUw4AduU9RpXeXtaCkQO7Wbjjl3PjbbV+7ky16xuZAhIObiuHLlbabC7CMm4+8w2eXv7Z1k8WwXMufpQtiGxJzuP8KUDJ2gHmXERdRYxg6ehjn9ZcOvpiEq4onJy2uRyMjOy2RyOy8+KqwnXQeRlG6TwMhNzm2TYUV6C5+CLgVxJIFnOJddb8/MdN3P+zeiWDjUl24olAhWKBQKxa7CZZddhgsvvBDnnHMOnvrUp+K6667D0aNHcdFFFwEAXv7yl+OHfuiHcO2112JlZQWPf/zjk/ynnHIKALT2K3Y4tpsyeFFq252EKcrgmAwAdfTN5D2b1JfTztlxXV+y7G1ynSoUit0Dcqpgd3eRKs4eRSeAhGQLYlQiEIX3M/LX+jOSOCcqZ7xX98aBT8I3hN/Wc4NTiMdEoTql9s7F2TD5Ht9F3E5Km8RmDsQjpWkmkbzT/NEsi8pNdTWZPVINnMSalmmnkOyz1JtcSz2TBlIVPFMzOsj2znT+S4ugVyh2D5QIVigUCsVMIG6/YbUZdc6LF7/4xfje976HN73pTTh06BDOPvts3HTTTXEBuW9961sw8RU8xYmHCWrTzcYiF/fa7MHKPAPeXmTK4Gz3bEVsMzJdxm9cb/74Ous2uU4Vc2GzfeVm+2XFDkWX8jQhgHMyz6P1xgZ13OcCwevfbIjfkX1vF9+LLlVxRwzfqPLNlcETy+YpriOrJ6BvUb3eBnQQ35JEjQSwJFQ7FKzoUwKHL9mxxIwJbZ0jTEKiBjZdfZDZ1uXFZ7FXJpbkvyxjXr8f2jkDD5wq5juUz4pNg/rSjYUSwQqFQqHYdbjkkks6Q0EAwGc/+9mJeX/nd35n8QYptg/yAcrcpN3siqbti+Md1Rxn+zvJ0lkGhzuk32dVjy220uRDoVAoWugjfCdxm4nLC6SkI4MJAJPfF0PbeNKS/YSWDD8w4+2QcxVuOwHi4m3c8XuWG+EsZKL0VZHABfKGMDjZ3wpf0YVI/mYka5dv7CLFZ0Hsxq70s0hyp6TNVcBJxV3GyJ+B5csV5bkJHee01zRqf23Z0UFg52X4dhGRv74Vit0HJYIVCoVCoVCcuJhHwSmVQNtNiTozelRf8yJv/7wK4a6Vz2c5Dzut349XITxvXQqFQtGJoOY03UTwJCa4dai5rxFzSgYD4t4ui53t/sQyvm/XPc0Tv8zs4vhCkMBBEbzQe6EngE0XSetTxHlMf9xOe62lUZxSFwE8KdbwPGT3hCCr09wSR2V3vnhdUkpD/mc8cH4OOsnxeBmx6AOhKo/ldPRn1zUrlb9E3f3UKWQWeeJueV6UDFbsPigRrFAoFIrZ0P88ubF1KhRbikkyqT5stwt31gH/Osvc1PbuQEX2XGTwtNdQe9q+w7pkV2OzfaWee8Ws6H3VXeybFEYgVwb7fMRBE5urgfMCOioQZB232MQuyLcfpBI4fxNjkqK4/1CCoAKeSAjmMtYJFVH2mf9IqsgI36SN0yZaZ0gzM3z7+prZqeLNkkxQeEcO3SVMz53P06ew7lJnty6zzj7PDojnIveV0k2xNVBfuqFQIlihUCgUCoWiC52x+vznxGBiNJ8i6XhiBU8bpGzIICZvf0d7Fxn/uFXvnP27HTATGSwJmp4R90IH+AqF4oSCMW7rAmHKfTUjkCNhJ5g3Sb5JMrjPHwjl6NRwCiJmr1zILVECJ7ZNu99Oqc+XEZXAscwOgjtZ9DRvY+YrY3zg8BvdvkGqahMl8Cxo0hLRhPAQM5bG7E2k/IA415nNIm+i6u0jhPtI1y4S2adlH3okxr2WSvQwKdE3udqjBG5U8xPOjUKxC6BEsEKhUChmwk5ZLE6hWAx6ZSRT9gPN4Hi7XMAbRAZHbFZ7t0t/rheTlGMBx0leKLYcusCNYltimktbV3nNpFzgA/tvUV1K4PCV8x2Tb3WJUnaigT3tneFeHOIBRwKYJri5GRXB0+pn8SUhgdMEcU3Rrsyx7zbpxpC4/w4SOLGrXxnsM8y331fs5hqoIaZjvuycTTjlzRysJKSVBN5KqC/dWCgRrFAoFAqFYmdgQ1SmE+pZ9yBgncrVzWrfwrHO9s4TGzjPMw+2S79GlZIOLhUKxRYgf91dko05psWBl/f9Vt74X1YWp8fl7j5yt09h2kWaZjZS3712lntwoghNpNATeN/ZVM0cF53rIEa7fvu+SRbHI7QXMpvDxwUFdm8fzYOoDPY/E/Wv/26tU3AH9XZfzOGm0J5rMMQsFr7UmIZat4El72Pt+xTClG0AyIiY2grF7kLPuyEKhUKhUGTgLdoUii3B8T75n2gjB1XQbCz0ZrhjsEP85Ac/+EE87GEPw8rKCs4991x84QtfmJj+937v9/DoRz8aKysreMITnoA/+ZM/SY5fffXVePSjH419+/bhfve7Hw4ePIjbbrttfcYpNgn5fTt8znpRZa/kT0ROcOaHefr13MozwS7ZpLm3kF8ogaeVl9befSDa3bSVA2Hau7mGNuJaQa7KNAu/b/Scj768POF7DOMh68/bwADbyf2QtD90niyf0zTT4M8xtfb5L/o4s7XYIb50p0KJYIVCoVAoFIrdhjkWOSG/GM7s28bYMVd5J9QiLmLArFAsAJ/85Cdx2WWX4aqrrsIdd9yBJz3pSTj//PPx3e9+tzP9n//5n+Pnf/7n8cpXvhL/+3//b1xwwQW44IIL8H//7/+NaR71qEfhAx/4AL7yla/gz/7sz/Cwhz0MP/7jP47vfe97m9UsxTREhWv2OyE/e9C1IJssb533496FxPL9HUrgqDxNQN60rvbkqk/TxE1ONn9MLhaXlJ+SvETk81CaJypKRf5AWtoabGvAWrC14LoG1/67Zfe9rt3vTmLUArXffDlxm0iophv3bE3/dzDBs+bN6klst+xsrS1Q180W2zLd5mR/UBx3Esx5G8LzQ1AXy+cJoQhWMlgxAxY9qcrMeNOb3oQHPehB2LNnDw4ePIi/+Zu/6SxrOBzi7LPPBhHhzjvvnMtuJYIVCoVCoVAodiUmKJJkEpl0lm09I6OZs0wiOydIsHYtOPtUKLpx+PDhZBsOh71p3/Oe9+BVr3oVLrroIjz2sY/F9ddfj7179+K3f/u3O9O/973vxXOf+1y8/vWvx2Me8xj8xm/8Bp785CfjAx/4QEzzb/7Nv8HBgwfx8Ic/HI973OPwnve8B4cPH8b/+T//Z+FtVawXs94350w3U/J2Ip71vpaoQcVnJ1E5q0GS7OvamkPtMqm1n5L/aLK/7CVmOwjcSHaL757o5F7iU3bahG1eZaTc30fgy+OdBYhzOJVIllkym7vs8J8TlcFyHiSfGMmx3ucdxQmDjZhUfcc73oH3ve99uP7663Hbbbdh3759OP/887G2ttYq7w1veAPOOOOMddm+5UTw5z73ObzgBS/AGWecASLCjTfeGI+Nx2P82q/9Gp7whCdg3759OOOMM/Dyl78c//AP/5CU8YMf/AAvfelLsX//fpxyyil45StfiSNHjmxySxQKhWKXY4ZnSn1NZ/FQP6nYEJBXAm8nxUuvAqkPfQP4HqJ4xymIxQBfsXOwRX7ywQ9+MA4cOBC3a6+9ttO80WiE22+/HQcPHoz7jDE4ePAgbr311s48t956a5IeAM4///ze9KPRCB/60Idw4MABPOlJT+rpqM2F+tIeJK/Xi/25QnjS/XnabbuPFG0RmCxUrRxVo0EVK0nCXiUxPKHYqRbuJy/73oCJxw2BjAGZRgnd/JYqYIrKYopbAZgiVQdLZbBXAicKWU77QCpkmW3WFzbdbB3VxOjcOvo737J+YuamPEm0ymsiv0ZaamB5Gvw5QtuWVntkmpYyOD/Fss7OMy0U8ILtz2Nnq9vdeuyAMeeiJ1WZGddddx2uuOIKvPCFL8QTn/hEfOxjH8M//MM/JD4LAP70T/8U//2//3e8613vmt9wbAMi+OjRo3jSk56ED37wg61jx44dwx133IErr7wSd9xxB/7gD/4AX//61/FTP/VTSbqXvvSl+Mu//EvcfPPN+NSnPoXPfe5zuPjiizerCQqFQqFQbBjUTyo2FDuNG22hR7bc165tTwa3RrVbYoVi5+Hb3/427r333rhdfvnlnem+//3vo65rnHbaacn+0047DYcOHerMc+jQoZnSf+pTn8JJJ52ElZUV/OZv/iZuvvlmPOABDziOVi0O6ks7kCkp2/ebWe6XEwjipJyesiST16GGbSlEkdncpzydZE5CeHfZ2fkqTP/EoyAV4zxkdoxMVk7S3iasQULyRmOb/k1I0ZxInRBGoa26zcvOtqSvw5bFKubQBtm3Xb+z8mKZop3JhERXO0S9se78ZIpy+hBIfPk7ft/uzweKzcCsb9dsxKTqN77xDRw6dChJc+DAAZx77rlJmXfffTde9apX4Xd/93exd+/edbWzXFeuBeJ5z3senve853UeO3DgAG6++eZk3wc+8AE89alPxbe+9S085CEPwVe/+lXcdNNN+OIXv4hzzjkHAPD+978fP/ETP4F3vetdvVLp4XCYnNTDhw8vqEUKhUKxO7EVL2PrI5n6yU4QTX/Y31Jw8rGtEDnSOZTA7AefOw1E3QPFbQsGmNDYu1PsVkhstq8Mde3fvx/79+/fxJrbePazn40777wT3//+9/HhD38YP/dzP4fbbrsND3zgA7fULkB9KYCUeEv2AQn5N5VEzQi9HEH9ywRQR3mtEACS7JNEpKjA19vKF+tsFJ1ByZurgvviBk8MEZDEju075u02vjzfpwxu2s8EMhbMpk16tsBghOccX288N315uorhnnaF8vvbTYTGHyXKcIDZgkJeSWonn0gJ3EDsW9udPrdbGsIAiMNH2+Y8Pfw1EM8ruRjO0+7MuS12jr5WLBxb5Usf/OAHJ/uvuuoqXH311a30kyZVv/a1r3XWMW1SNXxOSsPM+IVf+AW8+tWvxjnnnIO77rprlua1sOWK4Hlx7733gohwyimnAHCs+imnnBIdMgAcPHgQxpiJK9Vee+21yetT+QlXKBQKhWIn4oTxk9tduTFVIbWFmLYoUAtCfbONm5ViijJ422JHdbJiB+IBD3gAiqLA3Xffney/++67cfrpp3fmOf3002dKv2/fPjzykY/Ev/yX/xIf+chHUJYlPvKRjyy2AZuEXelLcxJRqk5nIYFngrj3doWDyO0J1baIYbHomfVKWctpWINYJWXfBYWU3FLzxmWLhU3c8qzZcUNN6Af/m4xcNM59kiRPOxaR61JFJyTwvCdoglo4Ueu2NlF3vt8KQr7rnPjzx5xl7mzfDPaLvJ2nMabzSOS+ghCe9NzY9beRqJkVJwpmfbtmq/D+978f991333HbtaOI4LW1Nfzar/0afv7nfz7OeB86dKg1y1yWJU499dTe15sA4PLLL09O8Le//e0NtV2hUCh2PDofFDdhU8yME85PbncyeEswZbCzUHT9sS7gj5YXfAPoixmsUGwEtrmfXFpawlOe8hTccsstcZ+1FrfccgvOO++8zjznnXdekh4Abr755t70stxJi9ZtV+xKXypIvCRWrCTx1rv1YRKRGu3K/EeiEGawJ4ETv9ClBA4hGI67o2YghSPhizbhHUhhkZaSWLSmIYfz2LR5vySk+Kz9HIjnecsXxDuEOrt13G9Wnpt2fOGYX1xjzbzDBjzc52sEyOsu7oPoCzFR0NU386qvFYvHFvnS8HZN2JaXlzvN24hJ1fA5Kc2nP/1p3HrrrVheXkZZlnjkIx8JADjnnHNw4YUXdtbbhR1DBI/HY/zcz/0cmBm/9Vu/ddzlLS8vt06yQqFQKBQ7FSesn2zF6DvBEQekm9QX86p75il3IehQBi/yWkkGlgrFzsBll12GD3/4w/joRz+Kr371q3jNa16Do0eP4qKLLgIAvPzlL0/URq997Wtx00034d3vfje+9rWv4eqrr8aXvvQlXHLJJQBc/N03vvGN+Iu/+At885vfxO23345XvOIV+Pu//3u86EUv2pI2rhe72pf2qTjj9wn5ZP78nt+bN1MG57dKTxamt3tuuF5Jgnb5Gan+pbD46XG+CdKVN1P+xsXk5L8uIlaQsVF5HJTBhkBk5iOEJ9kVy2oWqXP1y/I72tapQG7I4EjGR+I3XC85IZzFII5EqiCGJYk/jWyf65ylKusmLEQ4oTkhLPsi69tEJT2FgFec0NiISdUzzzwTp59+epLm8OHDuO2222Ka973vffjyl7+MO++8E3feeSf+5E/+BADwyU9+Em9961tntn/LYwTPguCQv/nNb+LTn/504kBPP/10fPe7303SV1WFH/zgB71MvEKhUCgUuwnqJzcC4eH/BCb5/MCtPQxa8MBIDgxnRa+6bFIeim1aHIQKbNYB43raO608JaMVc+DFL34xvve97+FNb3oTDh06hLPPPhs33XRTjEv4rW99C8Y0eqGnPe1p+PjHP44rrrgCb3zjG3HWWWfhxhtvxOMf/3gAQFEU+NrXvoaPfvSj+P73v4/73//++Bf/4l/g85//PB73uMdtSRvXg13vS1uEYkbgzvSqfvwvycdJ/vwzL0KQjiGdDeRhx/F1knEEuDC3yR6kSt48rER+L81+95LN3LWLXSUusC0IDGYSBGWTJ+XCe9rbpYQWNpJsn//FMUazPDZjHYlV3m7fpCaevd+RdHRz3pKQHy10MtPd6QieOIdQ+mZldPlBOS/OcOcixj4W6XO/zKFdSgQr+nHZZZfhwgsvxDnnnIOnPvWpuO6661qTqj/0Qz+Ea6+9FoCbVH3mM5+Jd7/73Xj+85+PT3ziE/jSl76ED33oQwAAIsKll16Kt7zlLTjrrLNw5pln4sorr8QZZ5yBCy64AADwkIc8JLHhpJNOAgA84hGPwD//5/98Ztu3PREcHPLf/M3f4DOf+Qzuf//7J8fPO+883HPPPbj99tvxlKc8BYCTS1trce65526FyQqFQrErQeyfZTe5TsVkqJ/cACyaqNuhyBfaSQ9u7R9n96I/k2wOg2BxPBnwzWtA14Bz3kFjGFEfB6Qi7wS/XrcLNttXrreuSy65JCp6c3z2s59t7XvRi17Uq+5dWVnBH/zBH6zPkG2C3e9Lg/rXZrs5+9m+oBzf1twvW6RlS9E75aIMat/kt/VZAyFsezLPCEGG9iVoxeuNBG+Ti/L7qlf0tosTBGPYZY3zSaIMgl+ojYzoBxYLzGWLqXWaHlTGJnUhLR9ACQfaMLkCMxHCoQQSZTVfnNA2VdW2FMD5c9WkkE0J4R02ahZ8o0AMy99dZZGoJ1y/7j/u6gvAnQf5bJBMWCg2EzvBly56UhUA3vCGN+Do0aO4+OKLcc899+AZz3gGbrrpJqysrBx3GyW2nAg+cuQI/vZv/zb+/sY3voE777wTp556Kh70oAfhZ3/2Z3HHHXfgU5/6FOq6jjGYTj31VCwtLeExj3kMnvvc5+JVr3oVrr/+eozHY1xyySV4yUte0rt6q0KhUCgUOwXqJ3cSdslgYSOasagyp3CdLQXYdj4lC+CBFQrFbDjhfWkgHbPX4HMOt+umOVGtmudpiYG5SZNzajmjGBLMdd8ORCN18pwRJL9khG9CJPZM8smCkrJyW6jdrlxV7O2MQl0mIBDAssxJ4SBkG0gcS0zh2C/kbeHcvrknMEXZspWt89pBAss25JO58RLIbfGkdxbiIYbaCOVJlXauFO5rREezW7tUEayYgkVOqgJuguOaa67BNddcM1P9D3vYwzon8KZhy4ngL33pS3j2s58df1922WUAgAsvvBBXX301/uiP/ggAcPbZZyf5PvOZz+BZz3oWAOCGG27AJZdcguc85zkwxuBnfuZn8L73vW9T7FcoFIoTBlsxKa7PX+on58XxqDwXgV0waJioBJ67sAX2B/UrgZs0uQIsjz/Znccl3UHnrstWVbJvD2y2r9xBl+1WQn0pgLr2Ssj1YNKF1kH4JeQvt7/7RCwUxZyXMbNpgeTsBkmSNxKJzXdJBLcUwFIlnCw+BrQI4tiW5l4cuelAuApylJpGOwE0AxRUxdZ2kzsxFnKon/yCdLI7clbW286SEM7a2GRu1xlyyNAfjBl8Z8ezhLeZJHHLECEsRHlB+SxVvwSQXIxPpIvPCBNVwqKO3ktNHLBW77FbBfWlG4otJ4Kf9axnTWSwZ2G3Tz31VHz84x9fpFkKhUKhUGwLqJ9cB3YSobdQzDjAX3f37MR+JSThIMK+HdkWhUKxXqgvZReH18wacmFewji/z3JKjEYSGD3qURznbXmqFLj5LYndWdFSAVNWdiBcOfkZqElOwvcwcruIKHNTBs0ekT4hog1iiARRXPRwsppEIcwiZbsJ7nuHMrfVx+12tA4nRXQogfuKzo9HfreLBA7JCK3T0mdMa9Kipwn6qKDYpdhyIlihUCgUCoViYdiuT+19r3hOSzMrJr3WmtThFb/rxXbt3z6QV1hRIHrCIJh6XlfF5DYuWm07r4p3p/W/QqHYHmCA63p2eve473WZOpYF2e6Vsc1CYuEYt++Jk+5509L2toF8vFmZdB5SWBKaHWRwhInkK8X2NcdZ7iOfxi+axwaCJOemToSqfRu67GZ2bs6XH+P1BpuZQehQuor2OIVuT98nhP4Un5TFBI79TOlxis8mXUSx7x9j3PcQczUS+oEE7jon3sY8ZhRnn602+nbaenL7FIodCiWCFQqFQjE7lINQbGec8CTZgknKiB3ery21UdihymDFBkEvK8V2RCBfp8gvF+ZJJoWwSRbiykjghSOQrQsoKplz7ZO2SmWwnHwEZGxdAiHMT0Z4AphEcYwsJi6QEqKdaFS/1DX9myiDO5rp622Xtx7k5O+UpJ1VZVLfZAE+eW77znOHmlmQ5Z1J81Afis2Hdv2GQYlghUKhUCgU2xuzqHx2Igm8k2yeezGZ7d62GZTB8+B427vI/tr2fa9QKDYdzC7eafjedZvwZCMD898HZ/HLgfy1npC2mTJ41nLzsqe8WcGegPXaUyCGycjVuXMqg1NDG5/SFzIhsLuCXCShZk7i84v2tUoK8XClStjn5UB65/GIo/Laujwm2DKBDAZSm+Z5i2laP8Z2w9cyg98KZHiI8WykMtsnSMjyjjJC3/trD2zTZsh41oBTBKtLVexCKBGsUCgUiplAPFE8sGF1KhQtJLH2oMTXhmG396sqgxWLx2b7SvWTilnBzKC4+FUfE3wckIRcF7mbLDYmCLeYbAMv5sjNinv+olTCER1hIpIY9UEZm9ftSWGxj/vcUhIGoW28K1oS0dn3+JOmdzexMF+Wt0WQJHAMC5GphJMu6WGCpRI4VwXH301yxdZAfenGQolghUKhUCgUOw8bSf4uOg7sTsas/bwZZHwY4HL+KqhCoVAopqK2YKKU+AIQVZUxjmu2H5h+j5dxc/OYvVneJjZwUIJ2kMbTlMBdx6f57kCA55PJuW2QymBP2gKz+xwZ1wGiX6LSVIaO6FYPT/RxgQQ2sp8D+e5jDRMatbU412SMUAZjBpWvux4mKoPXjUZFnVxm3va+SX92wTKSYlrXnkvYnvRIlMBSGSyIYDTnhu2siysqFDsLSgQrFAqFYjbk44bNqlOh2BKc6Cwjb8+/vzgQ3VIrFIp+bLav3I5/p4ptCEd+TQsHAIjD1BBu3BdOIoAASpSoTbUtMi4h2zDBnp7wCp3pKfvsQjfpOhHB1hZhOqmoTBkcWU5BAHcpcqdKEgMh3a8Izg2MwuKEVOVu+4VYulUlh0jD61UG97La4iv70yuMaKnI0WG7UAjnRefq3riAnlADy02gCVmiN9ktgfrSDYUSwQqFQqFQKBTHhTBA3uSnyIUqlzn56PjRk22nPzk3iqSZ2rLj26tQKE5IMLy6sSPmAJEPSxDIQmqiJ0gVLdDh60JacmpjQXxSiDeck8hsfZEdSmBvT8dXX70nQGU+n2iyR5RkYUaIdlTUrQxGpuid8mZK6MvOUAMTyOyMR45EdCgvxsZtzlNyjiw3v5lAbMEwiR1BGexI0Q57/DmVtqZi2/mePyiqdjuUuyGBJ4AJ1pcv2kMAE4MMnFKX/cRDJIU7iPrkuSacPx8aJSiBrUUTp1qk8/03dQJEodihUCJYoVAoFAqF4rixk0lgjxOW5BSD7xO2DxQKxa7HBHWj0KkKBDIukIpIQwRgggoYkkfk9GBCXGZkcMu3pWRrwpEGLnZmfyiIyBYmSnz9YRaqXmnUDPWH/OH7BBM7mGA0thNAJiVTQ55AWhqb1WFAZDuUwfAcM3e4vkAyc6ddxJOb0WpTbmsXiU7wJHZQS7t0zBYEA7AFWwMq0JDyXV3fRWxL0pttogJuQpVAXJNhMkCfCRS7E0oEKxQKhWIm6GJxil2J3gFc97B4fmxXNclxGqWEqULRCV3gRrFtMem+3SEUlopKRkOcpSkokpyU+8tMUdqYIUi3nASOhCEhLooW7IsyZUAemtlPtyIjiLqDWHqeSVZv0zQ9suuGvmeBKc8IXWpXeUg0igPJbY1naoPqFYAhT95KZXDznCOFxQnLmyiDkeSbvasE8Zudz5bi2zj7COwimQRlLqxTrcMCtQWMU6ATIM6dJJG71MAZ4ZuQwJIYbupVbB3Ul24slAhWKBQKhUJxYmI9i9HMi+38YKmDHIVCoVA0QYG9y8rJSUGK5X4jKEyZ2nxhnwOcpgSOJDAaIrRLKbxu+FYypWQwM2DMjL6fvJ2Ymt4JiTOCMtiR7OsqpyNcRDxESbr4y3iCPix0ZuDIYbBTBns+tV0Ti5APwbZcudsQ8bOfAxLpSai4M3IYcAvd+UUEIxkcFraLISKsa60xqV2RBM5sFSrfVkzgIPplBtvsutRnJMUuhhLBCoVCoZgNW/GGlD6DKTYKEwdufa+Obndswh/MThsY+UH27FZ3yuIUitmx2b5SL1fFIsAsQgEIH5jEt51A7NKE4wFSDcqijuiPyRGEiXJUhhHIQias99oP5CtlZHCoMw+fQKL+5LOnfbGezMBE1RzaJ753IVE996Vr20PsFcJ5ORSUwZy2NxwD+8Xagm0TjZrB7sy+cG4nLnhHIOPiGhNxDEfCfrFDYnIhIqwFG3JhIwBBUAcI+xkt9a/7LWIE96jeFVsE9aUbCiWCFQqFQqFQ7H6s43XPHYVNGbjszKfk2bumh/xQKBSK3YBpRGUSMoC60+TlrUc9KUhAyknMSPxK5WiS2RO4c9aZIyGDhQmRBA6EuCSmxe+Z0DWxGPIHBStNIdE7SOiuajryOL6dnJLWWB9CQRLsLebU5+Yk5EfahBnaP8FOCuc+qHlzMjgSsQXIGLC1jtRmBupaEMkArOs/NmEf+/ARbaQkMJz6lxmwE0jgnChXKHYRlAhWKBQKhUKhWBdOsMHBtmquVFQtsEzx0T68rTpAoVAoNhZ997xITPbdfLsJxhb5G8jVpNym7LT4wGyG8tcDmY/aERmiAjFTRXfZhyw2cKe6NYRRIEdmgtrEahdXnPSf93Vdi/LNC8q+s6+8TxkMkWbeivJzh3C6xTnv6rPMFle7tAeRoGb2gSyS0Cbsq2/K5Za0lLPPdTRRodjhUCJYoVAoFDNBF4tT7EgsIs7vJEx6VXanYgfYHhZzmX21+LkKnn2/QpFBF7hRbFt0EH4JJoWBSJSkQanbpQ4NCktK788EgExDBhO6/XMMTZHbGtIHIlUoa2f9G+gieX35kUrsXSOAou2tsAbJ9yxP8kvE4I0y5J5zkC98tihfF86fr7dpfZcyWHbtDP3cag+l5K885/E66J4wYGYX4zj2rSB22QLW5Y0LxsVzArTjVXvbpSq41RgNCbHdoL50Y6FEsEKhUCgUil2M9apoZngi1EHDYpHHZUze1+3JEv9bb4Ks/nn2KxQKxU7CcYlKBTFJga/tuDdy84Wz/dTIOV0cWuq458dyKdsHxFAU4b4+b1gKhqBiJend2MKWoyLW2RnISEc+RvLSk5AJqdwi1mOlTX1xgTLrd2f7pUxZFmcDaRr2E9ik5HxvvTEmrqsXyWfah9xlz8z9LKhjhid0xXlmNMSv/+Q+gjvYbGUMX3EM8ESxAcOitXBfzyRHKC+WPy0Qrfp/xS6FEsEKhUKh+P/bu/u4KOt8/+PvAeRGEBBQEBfRyhTXG0oTMTe1KLw5laWmHsubWNseial0ayfF3Tqr2Y1aWqynLR89jh477panPB4KNXVdyRT09NM1j5aKioOaKyjG7czvD3K2iRsHh5lhrnk9H49rhWu+11zfLxfMu/3Md76XY67x30ouOyfgjOYUAm3HeMEvnjf08Xo0umYl4CXcnZX8icBRV4t/13Xs1f9pxgzcnz+FqfbHr1rqkxxWu3+aeZS9n81mtTayX3bfNncc1ga/bDaHz9/U+Zrzs3Owbb3u1O9fvadobAg/bdjQfxdcLRL/5Po070fqwO8x//3hWWSpS1EIBgAAAAAArmOt90Xr0dibxtfzZrKvaqzY3KxjruecXB+guSgEAwAcw4xgAACaxiwmAACcQ5a6lJ+nOwAAAAAAAAAAcC0KwQAAAAAAAABgcCwNAQBwiMna8A2iXX1OAAC8hbuzkpwEABgNWepazAgGAAAAAAAAAINjRjAAwDHcLA4AgKZxgxsAAJxDlroUM4IBAAAAAAAAwOAoBAMAAAAAAACAwbE0BADAISarVSarez834+7zAQDgDHdnJTkJADAastS1mBEMAAAAAAAAAAbHjGAAgGO4WRwAAE3jBjcAADiHLHUpZgQDAAAAAAAAgMExIxgA4BCTtW5z9zkBAPAW7s5KchIAYDRkqWsxIxgAAAAAAAAADI5CMAAAAAAAAAAYnMcLwTt27NC9996r+Ph4mUwmbdiwodG2jz/+uEwmk5YtW2a3/8KFC5o8ebLCw8MVGRmpjIwMXb582bUdBwBfY/XQ5uPISQDwIuRkq0SWAoAXIUtdyuOF4PLycvXr108rV65sst3HH3+sL7/8UvHx8fUemzx5sg4ePKi8vDxt3LhRO3bs0GOPPeaqLgMA4DbkJAAAziFLAQCo4/GbxY0cOVIjR45sss3p06c1a9YsffbZZxo9erTdY4cOHVJubq727NmjAQMGSJLeeustjRo1Sq+99lqDIS5JlZWVqqystH1fVlbm5EgAwNi4WZxnkJMA4D24wU3rRJYCgPcgS13L4zOCr8ViseiRRx7RM888o1/+8pf1Hs/Pz1dkZKQtkCUpLS1Nfn5+2r17d6PPu2jRIkVERNi2hIQEl/QfAABXIicBAHAOWQoA8BWtvhD8yiuvKCAgQE8++WSDj5vNZnXs2NFuX0BAgKKiomQ2mxt93nnz5qm0tNS2nTx5skX7DQCAO5CTAAA4hywFAPgKjy8N0ZSCggItX75chYWFMplMLfrcQUFBCgoKatHnBABD88RC+j7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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wl_cells = WL_UM / RESOLUTION_UM\n", "freq_band = (2 * jnp.pi / wl_cells, 2 * jnp.pi / wl_cells, 1)\n", "\n", "source_field, source_offset, mode_info = hwc.create_mode_source(\n", " structure=structure,\n", " freq_band=freq_band,\n", " mode_num=0,\n", " propagation_axis=\"x\",\n", " source_position=abs_widths[0],\n", ")\n", "\n", "hwc.plot_mode(\n", " mode_field=mode_info[\"field\"],\n", " beta=mode_info[\"beta\"],\n", " mode_num=0,\n", " propagation_axis=\"x\",\n", ")" ] }, { "cell_type": "markdown", "id": "2b23a7c5", "metadata": {}, "source": [ "## Step 6: Port Monitors\n", "\n", "- `hwc.create_port_monitors()` auto-detects waveguide ports from the GDS component and places monitors" ] }, { "cell_type": "code", "execution_count": 6, "id": "874760ad", "metadata": { "execution": { "iopub.execute_input": "2026-03-05T23:48:18.269956Z", "iopub.status.busy": "2026-03-05T23:48:18.269860Z", "iopub.status.idle": "2026-03-05T23:48:18.865710Z", "shell.execute_reply": "2026-03-05T23:48:18.865115Z" }, "lines_to_next_cell": 2, "papermill": { "duration": 0.845265, "end_time": "2026-03-05T09:30:57.237313+00:00", "exception": false, "start_time": "2026-03-05T09:30:56.392048+00:00", "status": "completed" }, "tags": [], "title": "Step 5: Monitors" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-detected z_wg_center=96\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Monitor added: Input_o1 (shape=(5, 70, 70), offset=(100, 27, 61))\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Monitor added: Output_o4 (shape=(5, 70, 70), offset=(1700, 27, 61))\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Monitor added: Input_o2 (shape=(5, 70, 70), offset=(100, 252, 61))\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Monitor added: Output_o3 (shape=(5, 70, 70), offset=(1700, 252, 61))\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Monitor added: xy_mid (shape=(1800, 350, 1), offset=(0, 0, 96))\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "monitors = hwc.create_port_monitors(\n", " component=gf_device,\n", " structure=structure,\n", " device_info=device_info,\n", " padding=PADDING,\n", " absorption_widths=abs_widths,\n", ")\n", "\n", "hwc.plot_monitor_layout(\n", " structure.permittivity, monitors,\n", " axis=\"z\", position=z_wg_center, source_position=abs_widths[0],\n", ")" ] }, { "cell_type": "markdown", "id": "g1u8s8doxrr", "source": "### Alternative: Manual Monitor Placement\n\nWhen loading from a raw GDS file (without gdsfactory port metadata), place monitors manually using `MonitorSet.add()`.\nName input monitors with the `\"Input_\"` prefix and output monitors with `\"Output_\"` for compatibility with `analyze_transmission()`.", "metadata": {} }, { "cell_type": "code", "id": "hrb2bt3d1yk", "source": "# Alternative: Manual monitor placement for GDS-imported devices\nmonitors = hwc.MonitorSet()\n\nmonitor_thickness = 5 # pixels along propagation axis (x)\nwg_span_y = 70 # pixels covering waveguide cross-section in y\nwg_span_z = 70 # pixels covering waveguide cross-section in z\n\n# Port positions in structure coordinates\nx_in = abs_widths[0] + 5 # just past left absorber\nx_out = Lx - abs_widths[1] - 5 # just before right absorber\ny_wg_bottom = Ly // 2 - int(2.0 / RESOLUTION_UM) # lower waveguide center\ny_wg_top = Ly // 2 + int(2.0 / RESOLUTION_UM) # upper waveguide center\nz_start = z_wg_center - wg_span_z // 2\n\n# Input monitor (bottom-left port o1)\nmonitors.add(hwc.Monitor(\n shape=(monitor_thickness, wg_span_y, wg_span_z),\n offset=(x_in, y_wg_bottom - wg_span_y // 2, z_start),\n), name=\"Input_o1\")\n\n# Output monitor (bottom-right port o4, \"through\")\nmonitors.add(hwc.Monitor(\n shape=(monitor_thickness, wg_span_y, wg_span_z),\n offset=(x_out, y_wg_bottom - wg_span_y // 2, z_start),\n), name=\"Output_o4\")\n\n# Input monitor (top-left port o2)\nmonitors.add(hwc.Monitor(\n shape=(monitor_thickness, wg_span_y, wg_span_z),\n offset=(x_in, y_wg_top - wg_span_y // 2, z_start),\n), name=\"Input_o2\")\n\n# Output monitor (top-right port o3, \"cross\")\nmonitors.add(hwc.Monitor(\n shape=(monitor_thickness, wg_span_y, wg_span_z),\n offset=(x_out, y_wg_top - wg_span_y // 2, z_start),\n), name=\"Output_o3\")\n\n# XY visualization plane at waveguide center\nmonitors.add(hwc.Monitor(\n shape=(Lx, Ly, 1),\n offset=(0, 0, z_wg_center),\n), name=\"xy_mid\")\n\nhwc.plot_monitor_layout(\n structure.permittivity, monitors,\n axis=\"z\", position=z_wg_center, source_position=abs_widths[0],\n)\n", "metadata": {}, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "id": "30e74af4", "metadata": {}, "source": [ "## Step 7: Run Simulation\n", "\n", "- `hwc.configure_api()` sets the API key (auto-detects Colab secrets or env vars)\n", "- `hwc.simulate()` sends the simulation to the cloud GPU and streams results back\n", "- `hwc.save_results()` / `hwc.load_results()` for caching results locally" ] }, { "cell_type": "code", "execution_count": null, "id": "427fbc12", "metadata": { "execution": { "iopub.execute_input": "2026-03-05T23:34:27.437987Z", "iopub.status.busy": "2026-03-05T23:34:27.437874Z", "iopub.status.idle": "2026-03-05T23:36:02.481948Z", "shell.execute_reply": "2026-03-05T23:36:02.481201Z" }, "lines_to_next_cell": 2, "papermill": { "duration": 150.131287, "end_time": "2026-03-05T09:33:27.375942+00:00", "exception": false, "start_time": "2026-03-05T09:30:57.244655+00:00", "status": "completed" }, "tags": [], "title": "Step 6: Simulate" }, "outputs": [], "source": [ "# To skip simulation and load saved results:\n", "# results = hwc.load_results(\"quickstart_results.npz\")\n", "\n", "try:\n", " from google.colab import userdata\n", " hwc.configure_api(api_key=userdata.get(\"HYPERWAVE_API_KEY\"))\n", "except ImportError:\n", " import os\n", " hwc.configure_api(api_key=os.environ.get(\"HYPERWAVE_API_KEY\"))\n", "\n", "results = hwc.simulate(\n", " structure_recipe=structure.extract_recipe(),\n", " source_field=source_field,\n", " source_offset=source_offset,\n", " freq_band=freq_band,\n", " monitors_recipe=monitors.recipe,\n", " mode_info=mode_info,\n", " simulation_steps=20000,\n", " absorption_widths=abs_widths,\n", " absorption_coeff=abs_coeff,\n", ")\n", "\n", "hwc.save_results(results, \"quickstart_results.npz\")" ] }, { "cell_type": "markdown", "id": "5dc4c3bb", "metadata": {}, "source": [ "## Step 8: Analyze Results\n", "\n", "- `hwc.analyze_transmission()` computes S-parameters from the monitor data\n", "- `hwc.plot_monitors()` visualizes field snapshots at each monitor" ] }, { "cell_type": "code", "execution_count": 8, "id": "0a661ba2", "metadata": { "execution": { "iopub.execute_input": "2026-03-05T23:48:19.135347Z", "iopub.status.busy": "2026-03-05T23:48:19.135251Z", "iopub.status.idle": "2026-03-05T23:48:19.847171Z", "shell.execute_reply": "2026-03-05T23:48:19.845881Z" }, "papermill": { "duration": 0.796615, "end_time": "2026-03-05T09:33:28.179665+00:00", "exception": false, "start_time": "2026-03-05T09:33:27.383050+00:00", "status": "completed" }, "tags": [], "title": "Step 7: Analyze Results" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Transmission Analysis (Input: Input_o1)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " Output_o4 T = 0.4806 (-3.18 dB)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " Output_o3 T = 0.4674 (-3.30 dB)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " Total T = 0.9480 (-0.23 dB)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "transmission = hwc.analyze_transmission(\n", " results, input_monitor=\"Input_o1\", direction=\"x\",\n", ")\n", "\n", "hwc.plot_monitors(results, component=\"Hz\")" ] } ], "metadata": { "jupytext": { "cell_metadata_filter": "title,-all", "main_language": "python", "notebook_metadata_filter": "-all" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" }, "papermill": { "default_parameters": {}, "duration": 223.704771, "end_time": "2026-03-05T09:33:29.620418+00:00", "environment_variables": {}, "exception": null, "input_path": "examples/quickstart.ipynb", "output_path": "examples/quickstart.ipynb", "parameters": {}, "start_time": "2026-03-05T09:29:45.915647+00:00", "version": "2.7.0" } }, "nbformat": 4, "nbformat_minor": 5 }