{
"cells": [
{
"cell_type": "markdown",
"id": "f9e25716",
"metadata": {},
"source": [
"# Euler-like waveguide bend: broadband bend loss\n",
"\n",
"A tangent-continuous 90-degree silicon route connects an x-directed mode source to a y-directed output monitor.\n",
"\n",
"This executable notebook follows the same progression as the official Tidy3D\n",
"example: inspect parameters, construct geometry and ports, plot the actual\n",
"voxelized scene, execute one broadband FDTDX simulation, visualize the recorded\n",
"electric field, and compare the reduced observables with a frozen Tidy3D result."
]
},
{
"cell_type": "markdown",
"id": "e679eea4",
"metadata": {},
"source": [
"## Imports and accelerator"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "22e849a5",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:35:50.939683Z",
"iopub.status.busy": "2026-08-16T19:35:50.939544Z",
"iopub.status.idle": "2026-08-16T19:35:54.524294Z",
"shell.execute_reply": "2026-08-16T19:35:54.523716Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"JAX devices: [CudaDevice(id=0)]\n"
]
}
],
"source": [
"import os\n",
"os.environ.setdefault(\"XLA_PYTHON_CLIENT_PREALLOCATE\", \"false\")\n",
"\n",
"from time import perf_counter\n",
"import warnings\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"import jax\n",
"import fdtdx\n",
"from IPython import get_ipython\n",
"\n",
"from benchmarks.device_specs import MODE_PORT_SPECS\n",
"\n",
"get_ipython().run_line_magic(\"matplotlib\", \"inline\")\n",
"warnings.filterwarnings(\"ignore\", category=FutureWarning, module=r\"tidy3d\\.components\\.mode\")\n",
"plt.rcParams.update({\"figure.figsize\": (9, 4.5), \"figure.dpi\": 120})\n",
"CASE_ID = \"device_euler_bend\"\n",
"UM = 1e-6\n",
"spec = MODE_PORT_SPECS[CASE_ID]\n",
"print(f\"JAX devices: {jax.devices()}\")"
]
},
{
"cell_type": "markdown",
"id": "af1e418e",
"metadata": {},
"source": [
"## 1. Physical and numerical parameters"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "cc50f16f",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:35:54.525753Z",
"iopub.status.busy": "2026-08-16T19:35:54.525475Z",
"iopub.status.idle": "2026-08-16T19:35:54.533229Z",
"shell.execute_reply": "2026-08-16T19:35:54.532784Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" value | \n",
"
\n",
" \n",
" \n",
" \n",
" | domain (µm) | \n",
" (7.0, 7.0, 1.4) | \n",
"
\n",
" \n",
" | center wavelength (µm) | \n",
" 1.55 | \n",
"
\n",
" \n",
" | monitor wavelengths (µm) | \n",
" (1.5, 1.55, 1.6) | \n",
"
\n",
" \n",
" | grid pitch (µm) | \n",
" 0.025 | \n",
"
\n",
" \n",
" | maximum run time (ps) | \n",
" 1.5 | \n",
"
\n",
" \n",
" | background index | \n",
" 1.444 | \n",
"
\n",
" \n",
" | device thickness (µm) | \n",
" 0.21 | \n",
"
\n",
" \n",
" | PML cells per face | \n",
" 8 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" value\n",
"domain (µm) (7.0, 7.0, 1.4)\n",
"center wavelength (µm) 1.55\n",
"monitor wavelengths (µm) (1.5, 1.55, 1.6)\n",
"grid pitch (µm) 0.025\n",
"maximum run time (ps) 1.5\n",
"background index 1.444\n",
"device thickness (µm) 0.21\n",
"PML cells per face 8"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Smooth 90-degree, tangent-continuous bend retaining the notebook's silicon/oxide cross-section.\n"
]
}
],
"source": [
"parameters = pd.Series(\n",
" {\n",
" \"domain (µm)\": spec.domain_um,\n",
" \"center wavelength (µm)\": spec.wavelength0_um,\n",
" \"monitor wavelengths (µm)\": spec.wavelengths_um,\n",
" \"grid pitch (µm)\": spec.dl_um,\n",
" \"maximum run time (ps)\": spec.run_time_s * 1e12,\n",
" \"background index\": spec.background_index,\n",
" \"device thickness (µm)\": spec.thickness_um,\n",
" \"PML cells per face\": spec.pml_layers,\n",
" },\n",
" name=\"value\",\n",
")\n",
"display(parameters.to_frame())\n",
"print(spec.adaptation)"
]
},
{
"cell_type": "markdown",
"id": "452a72a7",
"metadata": {},
"source": [
"## 2. Geometry and ports\n",
"\n",
"The plotted vertices below are the arrays passed to `fdtdx.ExtrudedPolygon`.\n",
"Port arrows use the same centers and propagation directions passed to the source\n",
"and mode-overlap detectors."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "55794951",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:35:54.534619Z",
"iopub.status.busy": "2026-08-16T19:35:54.534468Z",
"iopub.status.idle": "2026-08-16T19:35:54.679655Z",
"shell.execute_reply": "2026-08-16T19:35:54.679119Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(11, 5.5))\n",
"for layer in spec.layers:\n",
" vertices = np.asarray(layer.vertices_um)\n",
" ax.fill(vertices[:, 0], vertices[:, 1], alpha=0.72, label=layer.name)\n",
"\n",
"ports = (spec.input_port, *spec.output_ports)\n",
"for port in ports:\n",
" x, y, _ = port.center_um\n",
" delta = 0.55 if port.direction == \"+\" else -0.55\n",
" dx, dy = (delta, 0) if port.axis == 0 else (0, delta)\n",
" ax.annotate(port.name, (x + dx, y + dy), (x, y), arrowprops={\"arrowstyle\": \"->\"})\n",
" ax.scatter([x], [y], s=22, color=\"black\")\n",
"\n",
"ax.set(\n",
" xlabel=\"x (µm)\", ylabel=\"y (µm)\", title=\"Exact polygon and port geometry\",\n",
" xlim=(-spec.domain_um[0] / 2, spec.domain_um[0] / 2),\n",
" ylim=(-spec.domain_um[1] / 2, spec.domain_um[1] / 2),\n",
" aspect=\"equal\",\n",
")\n",
"ax.legend(loc=\"best\", fontsize=7)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "1f50dc8f",
"metadata": {},
"source": [
"## 3. Build the FDTDX scene\n",
"\n",
"Geometry is extruded through the device layer. `PortSpec` selects either a solved\n",
"waveguide mode or an analytic Gaussian source. The optional `FieldMonitorSpec`\n",
"records a complex electric-field phasor across the device plane during the same\n",
"pulsed run used for S-parameters."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "c4117846",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:35:54.680846Z",
"iopub.status.busy": "2026-08-16T19:35:54.680694Z",
"iopub.status.idle": "2026-08-16T19:36:10.758246Z",
"shell.execute_reply": "2026-08-16T19:36:10.757692Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Yee grid: (296, 296, 72)\n",
"Time-step ceiling: 31,470\n"
]
}
],
"source": [
"domain_m = tuple(value * UM for value in spec.domain_um)\n",
"resolution = spec.dl_um * UM\n",
"materials = {}\n",
"polygons = []\n",
"for layer in spec.layers:\n",
" vertices = np.asarray(layer.vertices_um) * UM\n",
" center = 0.5 * (vertices.min(axis=0) + vertices.max(axis=0))\n",
" material = materials.setdefault(\n",
" layer.refractive_index,\n",
" fdtdx.Material(permittivity=layer.refractive_index**2),\n",
" )\n",
" polygon = fdtdx.ExtrudedPolygon(\n",
" name=layer.name,\n",
" vertices=vertices - center,\n",
" axis=2,\n",
" partial_real_shape=(None, None, spec.thickness_um * UM),\n",
" materials={\"device\": material},\n",
" material_name=\"device\",\n",
" placement_order=layer.placement_order,\n",
" subpixel_smoothing=True,\n",
" )\n",
" polygons.append((polygon, (center[0] + domain_m[0] / 2, center[1] + domain_m[1] / 2, domain_m[2] / 2)))\n",
"\n",
"def make_port(port):\n",
" center = tuple((coordinate + extent / 2) * UM for coordinate, extent in zip(port.center_um, spec.domain_um, strict=True))\n",
" return fdtdx.PortSpec(\n",
" center=center, axis=port.axis, direction=port.direction,\n",
" width=port.width_um * UM, height=port.height_um * UM,\n",
" mode_index=0, filter_pol=port.filter_pol,\n",
" source_kind=port.source_kind,\n",
" gaussian_mode_radius=(port.gaussian_mode_radius_um * UM if port.gaussian_mode_radius_um else None),\n",
" name=port.name,\n",
" )\n",
"\n",
"field_monitor = fdtdx.FieldMonitorSpec(\n",
" name=\"field_xy\",\n",
" center=(domain_m[0] / 2, domain_m[1] / 2, domain_m[2] / 2),\n",
" size=(domain_m[0], domain_m[1], resolution),\n",
" wavelengths=(spec.wavelength0_um * UM,),\n",
" components=(\"Ex\", \"Ey\", \"Ez\"),\n",
")\n",
"objects, arrays, config = fdtdx.setup_sparams_simulation(\n",
" polygons=polygons,\n",
" input_ports=[make_port(spec.input_port)],\n",
" output_ports=[make_port(port) for port in spec.output_ports],\n",
" wavelength=spec.wavelength0_um * UM,\n",
" wavelengths=tuple(value * UM for value in spec.wavelengths_um),\n",
" resolution=resolution,\n",
" max_time=spec.run_time_s,\n",
" domain_size=domain_m,\n",
" background_material=fdtdx.Material(permittivity=spec.background_index**2),\n",
" pml_layers=spec.pml_layers,\n",
" field_monitors=(field_monitor,),\n",
")\n",
"print(f\"Yee grid: {objects.volume.grid_shape}\")\n",
"print(f\"Time-step ceiling: {config.time_steps_total:,}\")"
]
},
{
"cell_type": "markdown",
"id": "63646dab",
"metadata": {},
"source": [
"## 4. Plot the voxelized simulation geometry"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "16fc7cdb",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:36:10.759557Z",
"iopub.status.busy": "2026-08-16T19:36:10.759415Z",
"iopub.status.idle": "2026-08-16T19:36:11.472612Z",
"shell.execute_reply": "2026-08-16T19:36:11.471849Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(1, 2, figsize=(12, 4.5))\n",
"fdtdx.plot_material_from_side(config, arrays, \"z\", position=0.0, ax=axes[0], plot_legend=True)\n",
"fdtdx.plot_material_from_side(config, arrays, \"y\", position=0.0, ax=axes[1], plot_legend=True)\n",
"axes[0].set_title(\"Device plane permittivity\")\n",
"axes[1].set_title(\"Vertical permittivity section\")\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "64a28f56",
"metadata": {},
"source": [
"## 5. Run one broadband simulation\n",
"\n",
"The mode source, normalization monitor, all output monitors, energy-decay monitor,\n",
"and spatial field monitor are evaluated together. The simulation may terminate\n",
"before the time ceiling once residual energy has decayed sufficiently."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "fadd6302",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:36:11.474610Z",
"iopub.status.busy": "2026-08-16T19:36:11.474411Z",
"iopub.status.idle": "2026-08-16T19:36:54.358884Z",
"shell.execute_reply": "2026-08-16T19:36:54.357416Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Local FDTDX runtime: 42.9 s\n"
]
}
],
"source": [
"started = perf_counter()\n",
"sparams, detector_states = fdtdx.calculate_sparam(\n",
" objects, arrays, config, spec.input_port.name, show_progress=False,\n",
")\n",
"elapsed_s = perf_counter() - started\n",
"print(f\"Local FDTDX runtime: {elapsed_s:.1f} s\")"
]
},
{
"cell_type": "markdown",
"id": "6e78e0ac",
"metadata": {},
"source": [
"## 6. Plot the simulated electric field"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "4bd1c9d4",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:36:54.360828Z",
"iopub.status.busy": "2026-08-16T19:36:54.360632Z",
"iopub.status.idle": "2026-08-16T19:36:54.566077Z",
"shell.execute_reply": "2026-08-16T19:36:54.565523Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"phasor = np.asarray(detector_states[\"field_xy\"][\"phasor\"])[0, 0, :3]\n",
"field_magnitude = np.sqrt(np.sum(np.abs(phasor) ** 2, axis=0)).squeeze()\n",
"field_magnitude /= field_magnitude.max() + 1e-30\n",
"fig, ax = plt.subplots(figsize=(11, 5))\n",
"image = ax.imshow(\n",
" field_magnitude.T, origin=\"lower\",\n",
" extent=(-spec.domain_um[0] / 2, spec.domain_um[0] / 2, -spec.domain_um[1] / 2, spec.domain_um[1] / 2),\n",
" cmap=\"magma\", vmin=0, vmax=1, aspect=\"equal\",\n",
")\n",
"for layer in spec.layers:\n",
" vertices = np.asarray(layer.vertices_um)\n",
" ax.plot(*np.vstack((vertices, vertices[0])).T, color=\"cyan\", lw=0.45, alpha=0.8)\n",
"ax.set(xlabel=\"x (µm)\", ylabel=\"y (µm)\", title=f\"Executed |E| at {spec.wavelength0_um:.3f} µm\")\n",
"fig.colorbar(image, ax=ax, label=\"normalized |E|\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "6e5a48a0",
"metadata": {},
"source": [
"## 7. Port analysis\n",
"\n",
"The useful check is broadband fundamental-mode transmission through the 90-degree route."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "62315194",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:36:54.568101Z",
"iopub.status.busy": "2026-08-16T19:36:54.567927Z",
"iopub.status.idle": "2026-08-16T19:36:54.695097Z",
"shell.execute_reply": "2026-08-16T19:36:54.694412Z"
}
},
"outputs": [
{
"data": {
"image/png": 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jPK+IiIhIfBETE6PhryLyXCaTCWdnZ4fdhx0vC8snmT17NhcuXODTTz+1bbt58yanT5+maNGijx1frFgxIiMj2b9//+uMKSIiImI4FZUi8iIc+bMiXg6FfaRevXpcuXKFixcvEh4ezrx582jUqJFt/+XLlwFImzbtY899tO3KlStPPf+1a9e4fv16rG0nTpwAwGw2Yzab7X4NjmI2m7FYLPEqkyQuamMSl9S+JC6pfcUWExODyWTCarUaHSVRePQ+6v1MXKZMmULhwoUpW7asoTmMbl9Wq9V2n+e/vcrP03hdWH755Zfcv3+fM2fOMH78eDp16kSmTJkoV64cANHR0QA4Ozs/9lwXl4cvLSoq6qnnnzhxIgMGDHjivvDwcMLCwux8BY5jsVhsw3qf9HpF7KU2JnFJ7UviktpXbNHR0bi6utpdaJujLRzefZbw2xF4eLqTv3hWXFzfzPfXYrEYHSHeOrr3PLkKZcLZ+ckDIS2WGE4cuEjeolleW6atW7dy9OjRWCMd/2v27NnUq1ePUqVKvbZcT2Nk+7JarbblTv4tPDz8pc8VrwvLR3/RlSpVolGjRhQtWpRmzZpx+vRp4H/3Yj7pPspHb4anp+dTz9+hQwcaNmwYa9uJEyfw8/PDw8MDLy8vR7wMh3j0y8HT09NWNIs4ktqYxCW1L4lLal+xhYWFYTKZXvm9MEdbmD9lPStnbiMs9H+fsVKlSUGNpmVp9MW7Di8w+/XrZ+sweOTDDz+kUqVKtn0mk4nkyZOTPXt23n33XdvM/8eOHePHH3986rlz585N69atn3segFOnTjF16lR69epFqlSpgIcfvH/77TcOHTpE9+7dHfq6X0RUVBRff/01vXv3tmWKL47sPcfKWX+Rt2gWajV757Hi0mKJYfXcvzi69zzOLs7kK+pr9zVf5O+7aNGieHh4PPPfgMlkwsnJ6YX/nYSGhrJs2TIuXbpEgQIFqFOnju2LrF27drFgwQIAXF1dSZUqFYULF6Zy5cq4uro+87yPeirj4r7ozZs3c+LEiWcW2I+WO/lv3ePh4fHS10swP33d3d159913mTJlCteuXcPHx4esWbOSNGlSTp069djxj4rPvHnzPvWcPj4++Pj4PHGfi4tLvPvl5OzsHC9zSeKhNiZxSe3rxZijLRz65wzhYffx8EpGgbeyvbG9RC9D7et/Hq1H9yofUs3RFgZ2mM7OjUfgP0+/FXqXmUG/cWzvefpNbOnQdjlq1CgaNWpEgQIFbNuSJk2KyWSKte/evXssWLCANm3a0LFjR0aOHImbm1usgmvgwIHUqlWLYsWKAZAiRYoXOo/JZCJnzpzs27ePDh06MHfuXOBhsfnJJ58wffp0Q+5djY6OZsSIEbRv357UqVO/9us/S57CWchX1Jeje8+xkm3Uav6/4tJiiWHlzG0c23uefEV9yVM4i0Pevxf5+y5VqtQL9USaTKYXyrRlyxa++OILKlSoQNq0aenXrx+jR49m/fr1JEmShAMHDjBx4kT69u1LTEwMFy5c4OeffyYsLIxZs2ZRsWJFh2V5GTt27OD333/ns88+e+51//uz81V+liaon77nzp0jadKktl5IZ2dnqlatyqZNm2zDPh5Zu3YtefPmJXv27EbFFREReWHmaAvzJ69nxaythN34dy+RBzWblqVRW8f3Eon81/zJ6x8WlQD/veXr/x/v2HCEBVM20KRjFYdeu169evj5+b3Qvr/++osKFSrg6+uLv78/ffr0se0bNWoUNWvWpFmzZi99HoAff/yRwoULM2PGDJo0aULTpk1p1qwZtWrVsuv1rVmzhn/++Yc0adJQu3Zt0qdPDzzsCRs5ciRDhgyxfSmwZ88eNm3ahL+/P6NGjQJg+PDheHp6UrlyZapXr25XFkdxdnaiVvN3ADi69xyA7fGKGVs5uvcceYv6xio47ZU9e/bn/n3/+eefHDlyhNatW9u2nT9/niVLlgAPe8MfuX79OmPGjKFfv34kS5bMtn3atGmkTZuWjz76iEyZMvH333/b9nfv3h0fHx82btzIBx98AEDy5Mlj5bJarbRr145atWpx4sSJJ84J8yJCQ0NZunQpV65coUiRItSsWdNWgK5atYoHDx5Qr1492/HfffcdxYsXx8PDg1WrVnHmzBlbrrju9Y53s8JGRUXRv39/bt26ZdtmsViYOHEia9asoV27diRJksS2r2/fvty8eZNvvvnGtm3GjBn89ddf9O/f/3VGFxEReSXmaAvftp/GjKC1sYYeAtwKDWdG0FoGdpiGOVr3eUncMUdbWDFr62M9lY8xwYqZWw1tj2XKlKFFixb88MMPDj9P+vTpmTp1Kp07d+aLL77gwYMHDBs2zK7rNGnShHbt2hEeHs6aNWsoVKgQe/fuBeDWrVsMHz481pIPBw4csA33fDQkMWXKlHh5eeHu7m5XFkd7VFzm/f+ey+XTt7B8+pY4KSpf1M6dO5kzZ47t8aFDhyhWrBgbN27k0qVL1K5dmyNHHn6BkjZtWpYtWxbr+Dt37tCxY0eSJ08OPCxm/110WiwWrFbrM4eLmkwmRo8eTWRkJAsXLnyl13Hs2DEKFizIkiVLuHfvHt26daNOnTq24bPr1q1j1apVsZ4zc+ZMdu/ejaurK+7u7rZhrl5eXrYvLuJKvOuxfPQmFC9eHCcnJ1KlSsWZM2dwcnLi22+/pW/fvrGOL1OmDHPnzqVjx47MmTMHd3d3zp07x9ixY2nSpIlBr0JEROTFGdlLJG+G7wYt59ThS8885u6diFi95U9lhVs3wvGvF0yKlE8vcnLkz0i7wNovnPFRx8Aj33zzDUmTJn3q8cWKFYtVDLyqJ53Hz8+P6tWr8/PPP7Nv375YnRpPMmrUKEqUKMG777772L5169axbNkyjh8/TqZMmQD47LPP6N27N2vWrHluvrZt29KjRw/at29PtmzZXvyFOcD+HafYv+PxW87+zSdTKqrWLUGt5u9gtcawb/sprpy/iXc6T+7eiWDepHVPfN4nnao+dq3Cb+dwWPZ/69+/P7Vr1+ann34CHr6n/75drn379kyePNnWwzljxgwyZcpEpUqVbMeYzWYCAwO5f/8+GzdupH///s+dUTZFihTkzJmT48ePP3H/iRMnmDp1Kl999ZVt7ph/CwwMpGLFisyfPx+Abt26kTNnTpYtW/bU3v1HcufOzbvvvovFYonVkxqX4l1haTKZ6NOnD7179+bChQtcunSJ1KlTkzNnzqdW2Q0aNMDPz4/Dhw9jNpvJly9fvPs2R0RE5Eli9RI9a7b5/+8lavhFZQ2JlZd26vCl5xYIL+v0kcsOPV/y5MljTSDyvPvNzGazQ+5Je9J5rl+/zqZNm/Dw8OCXX3555pwd8HD4YatWrZ5YWP7999+UKFHCVlQC1K5dO9Ywzfjq9s17nD957aWeYzHHcP/uA5xdnLhw6toL/x3dvnnvVSK+kL///ts2pBge9kAWLFjQ9rhFixZ8+eWX/PPPP7z11ltMnjyZNm3axDqHyWTCy8vL1gm2ceNGOnXq9Nyhpc9qp2fOnGHEiBF06dLliYXl33//zcCBA22P06RJQ9myZdm5c+dzC0sjxLvC8hGTyUSWLFnIkuXFpiZ2cXGhcOHCcZxKRETEsQ79c+aleokO/XOGIqVzxn0wSVRy5M/43GPu3ol4qWIxe74Mz+2xfBnPusfySf755x/y58//Utd40fN8+umnlClThl69elGlShXee+89SpYs+dRz9OzZ86mfQ52cnGINc4WHa43+d5Klf69j+N8Zco3imTo5WXI+eaLLR3wypcJiiWHFjK0c23eBXIUyERNjJfTqbe6FPyBvUV+cnJ5fXHqmTu6o2I950t/Bv5f48PT05JNPPuG7776jZcuWHDlyhJYtW8Y63tnZ2dbz980331CkSBEmTJhAYGDgU69769YtTp8+/dR2mjt3boYMGWIbcvsiuf/bdv67/qWRbSfeFpYiIiJvgvCw+3F6vAjwQkNSzdEWmlcc/PA+3+f0nqfy9iB4sb9hvee///47s2fPZsqUKQ4/T1BQEHv37mXv3r2kTp2a7t2707JlS3bt2vXUEXFt27Z96jXKlClDYGAgZ86csQ1lnT9/PmXKlAGwTeLz6H66R7keSZo0KU5OTjx48MCu1/oqCr+d47nDUx8Vlf++pxL+N3lPipTuL3SfZVwNg4WHfweLFy+2LTN49OhRDh8+HOuYjh07Ur58ea5du4afn1+syXZ27txJyZIlbV8CREVF8eDBg2eOkDSbzXTq1AlPT8/Hljd8JGvWrPTp0+epa86WLl2ahQsX0rx5cwAuXrzIn3/+SUBAAAAZMmSINXz8ypUrHDx40PY4efLkr7XdqLAUERExUMS9yJc63sMr2fMPEnkFLq7O1Gr6DjOC1j77QCvUavbOay0qH91/ef/+ffbt28fOnTsZMGDASw8nfd559u7dy1dffcXq1attS3v069ePNWvW0Lt3b4KDg186e/ny5WnevDlly5bFz8+PY8eOcfjwYf744w/g4Yf/Jk2aULt2bWrUqMGBAwe4efOm7fkuLi6UKVOGdu3aUbp0ad599914Myvsk4rKRwXkk2aLfd2T+DwyYMAAKlSowPvvv0+uXLlYv3496dKli3VM0aJFKVy4MMuWLWPt2tj/BjZv3kzbtm15++23Afjtt9/w8vKKtYzH3bt36dOnD1arlevXr7Nu3TqSJk3K6tWrbStavKxBgwZRuXJlKlWqRMGCBVm+fLmtnQA0bNiQb7/9llq1auHr68uff/4Z61rvvPMOXbt2pX379nh6esb5rLAqLEVERAxgtVpZPXc7kwcvf+HnJHF3JW+RF7tFRORVNGr7Lkf3nmPHhiOP3/f7/4/frpyPhl9Uduh1Bw0aFOuet//ue3SfWqZMmXj//fepWLHiUz+sf/311xQvXvyVznPy5EmmT58ea91BFxcXZsyYwdKlS7l3795Thy0+y9SpU9m6dSu7d++mcuXKVKtWLdb9pDNnzmT58uVcvHiRpk2bkiJFCnbs2GHbv3r1atuSE/FpHpHj+y88dfbX/y5Fkq+YL/mK+To8w5P+vsuXL2/rCQbIlSsX+/bts82gGhgYyMaNG8mXL1+s51WrVo0rV65QtWrsiYUezca6fv16LBYLTZo0oWLFirYezBIlStiGxLq4uJAnTx7at28fq5fzVWTPnp0DBw7w66+/cvXqVRo3bhxrQqEsWbJw4MABVq1ahbu7O19//TW///677d9S0aJF+euvv/jzzz8JDw+P81lhTdb/Dsx9wx08eJBChQpx4MCBp/6AM4LZbCYsLAwvLy8t/ixxQm1M4pLaV2xhoXcJ6ruQv/449NLPLVI6B33GNSVVmqdPc/+mUfuK7dSph5P05MjxakMLzdEWFkzZwIqZW7l1I9y2PVUaD2o1e+eNm0DKarViNptxcXFx+AL2icGRPefIXTjzU3sjLZYYju+/ECdFpSNZrVaKFClCs2bN6N2792u9rpHt62k/L16lJtJPXxERkdfo701HGdNnPreuP/zA7p3Ok27DGrJs2pZn9hK5J09CxL1I9m0/RWe/YPqGNCN/8axGvARJ5FxcnWnSsQoNv6jMoX/OEB52Hw+vZBR4K9sbVVDKi3lewejs7BTvi8oFCxYwd+5cbty48cz7ZeXZjBnoLCIi8oaJiozmu0HL6df6B1tRWb56YSat7Mpb5fPQb2JLWnSpRirv2D2Rqbw9aNGlGtM3fsW7tR8O9wq9epteTb9j+Yw/H5sRUMRRXFydKVI6J+WqFaZI6ZwqKiXRSpYsGRUrVmTr1q2xhijLy1GPpYiISBw7ffQyI7rN4cyxKwC4J3ejfT8/qtYrYRv69CK9RD1HfUz+4lmZMmQF5mgLk75dxpE95/AfWJ+kydwMe30iIgnZo8lwxD4qLEVEROJITEwMy6dv5ceRq4iOejidfN6ivvQa3YSMWb2f+JxHvURPYjKZqNXsHXIVzMTgzjMIvXqH9ct3c/roZQLHNydTtrRPfJ68edSTLSIvwmq1OuzeTg2FFRERiQM3r93h689/ZPLg5URHmXFyMvFJp6qMmtP+qUXli8pfPCshSwMoUvrhZAtnjl7Bv24I234/+JxnypvAyckJi8Wi4lJEnslqtWKxWBw2W6wKSxEREQfb9vtB2tccy67NxwBIlzkVI2a3p3nABw67Ty1VGg+G/NyGBm0qA3D/7gO+bT+Nn0evxmKJccg1JGFKkiQJFouFa9euqbgUkSeyWq1cu3YNi8VCkiRJHHJODYUVERFxkAf3o5g6dAWr5m63bavi9xbtv65Dcg/Hrz3n7OJM614fka9oFkb3nk/EvUjmfbeeY/su0GtME7y8Uzj8mhL/pUuXjsjISG7evMnt27dxdnbWMhl2sFqttuGCeh/F0YxoX496Ki0WC+7u7qRLl84h51WPpYiIiAMcP3CBTn7jbEVlco+k9B7ThB4jP46TovLfylUrTPDizvjmevjhYPfW4/jXDebo3nNxel2Jn5ycnPD19cXLyws3NzcVQ3ayWq1ER0er91fihBHty2Qy4ebmhpeXF76+vg4bCqseSxERETtYLDEs+n4j08f9isX8cAhqoVLZ6THyY9JlSvXacmTO4cO4hZ0Y13chm37Zy/XLYfRoMol2gbX5qEkZFRdvGCcnJzJkyGB0jETBbDYTFhaGl5cXLi766CyOlZjaV8JOLyIiYqDrl8MY2WMu+3ecAsDZxYnmAR/QoE1lnJ1f/6Ag9+RJ6DP2E/IXy8r3w1dijrYwvv8Sjuw5R6dv65EkqetrzyQiIm8GDYUVERF5BZtW7aVDzbG2ojJTtjSMmd+Rxu3eM6SofMRkMuHXqjzDZrQlVVoPAH5fsotujSZw+VyoYblERCRxU2EpIiLyEu6FP2B0r3kMDZjF3TsRAFRv/Dbjl3UhT+EsBqf7n0IlszN+aQCFSmYH4NThS/jXDWbH+sMGJxMRkcRIhaWIiMgLOrz7LJ1qj+P3JbsASJkqGYETWhAwqAFJk7kZnO5xqX1SMnT6F9T7rAIAd+9E0P+Lnx7eD6olSURExIFUWIqIiDyHxWxhVshv9GgyiSsXbgJQvFxuJq7oSrkPChmc7tlcXJ1p82Utvgxqait+50z4g/5tfuTOrXsGpxMRkcRChaWIiMgzXD4XSs9PvmNm8G/EWGJwcXXmi69qMujH1nin8zQ63gur+FFRghZ1JksOHwB2bT5G57rBHD9wweBkIiKSGKiwFBEReQKr1crvS3bRsfY4Du8+C0DW3OkIWtSZup9WdNi6X6+Tb650jFvUifLVCwNw7eItujeeyJr52w1OJiIiCV3C+60oIiISx8Jv32dY19mM7jWPiHuRANRuXo6gxf7kyJ/R4HT2SZYiKV8FN+PzPjVwcnYiOspMUN9FjPtqAVGR0UbHExGRBErrWIqIiPzLvu0nGdVzHtcvhwGQKk0Kug5rRKlK+YwN5kAmk4n6rSuRu1BmhgbMIiz0Lr8u2MnJQ5cIHN+cdJlTGx1RREQSGPVYioiIANFRZn4atZo+zafYisq3383PxJXdElVR+W9FSudk/LIACryVFYATBy/SuW4wf286anAyERFJaFRYiojIG+/CqWt0azSB+ZPXY7VaSZLUlY7f1OWbya3w8k5hdLw45Z3Ok2Ez2lKnRTkAwsPu8/XnPzIr5DdiYrQkiYiIvBgVliIi8sayWq2smvsXnfyCOHHwIgA58mckeIk/NZuWxWQyGZzw9XB1c6Fdvzr0HtOEJO6uWK1WZgb/xjdf/Ez47ftGxxMRkQRAhaWIiLyRwkLvMrDDdEL6LSYyIhqTyUSDzysxdkEnfHOlMzqeISrXKs64hZ3JlC0NADs3HsHfL9hWdIuIiDyNCksREXnj7Np8jA61xrLt94PAw+GgQ6a1oXXvGrglebPntcuWJz1BiztT9v2CAFy5cJPujSfw26K/DU4mIiLxmQpLERF5Y0RFRjN58HICP/ueW9fDAShXrTCTVnalWNlcBqeLP5J7uNNvQgs+7fEhTk4moiLNjOkzn5B+i4iKNBsdT0RE4qE3+2tZERF5Y5w+epkR3edw5ugVAJImc6N9vzq8X7/kG3Mv5cswmUw0avsueYpkYViXWdy+eY9Vc7dz4tAl+oY0wydjKqMjiohIPKIeSxERSdSsVivLpm0hoF6IrajMW9SXCcu78EGDUioqn6NY2VyELA0gb1FfAI7tO09nvyB2/3nc4GQiIhKfqLAUEZFE6+b1cL7+/Ee+G7Sc6CgzTk4mmnSswqg57cmYNY3R8RKMtBm8GDGrHTWblgXgzq37BH72PXMnrdOSJCIiAmgorIiIJFJ//XGQsV8u5M6tewCky5yKHiM/plDJ7AYnS5jckrjQ8Zu65Cvm+3Am3QfRTBuzhqN7z9F9RGNSpHQ3OqKIiBhIPZYiIpKoPLgfRUi/RQxoN81WVL5X5y0mLO+iotIBqviVYOyCTmTw9Qbgrz8O4V83mNNHLhucTEREjKTCUkREEo0TBy/QuW4Qq+ZuByC5R1J6j2lCz1Efk9xDPWqOkj1fBoKX+FP6vfwAXD4XSteG41m37B+Dk4mIiFFUWIqISIJnscSwYMoGujacwIVT1wEoVDI7E1Z0pXKt4ganS5xSpHTn60ktadG1GiaTicgH0YzsMZeJA5YSHaUlSURE3jS6x1JERBK065fDGNVzLvu2nwLA2cWJZv4f0PCLyjg76/vTuOTk5ESTDlXIUzgLI7rP5s6t+6yYuZXjBy7wVXAz0mbwMjqiiIi8JvqNKyIiCdbm1fvoUHOsrajMlC0No+d15OP276mofI1KVMhD8JIAchfODMCRPefo7BfE3r9OGJxMREReF/3WFRGRBOf+3QeM7jWPIf4zuXsnAoDqjd5+uN5ikSwGp3szpcuUilFz2vNh49IA3L55j69aTmXBlA1YrVaD04mISFzTUFgREUlQDu8+y4juc7hy/iYAHl7JCBjcgHIfFDI4mbglccV/UH3yFfNlwjdLiIo08+PIVRzde46uwxqR3COp0RFFRCSOqMdSREQSBIvZwqyQ3+jRZJKtqCz+Tm4mreyqojKe+aBBKUbP60j6zKkB+HPtAQLqB3P2+BWDk4mISFxRYSkiIvHe5XOh9Gr6HTODfyPGEoOLqzNtvqzJoJ9a453O0+h48gS5CmYieIk/JSvlBeDi6RsE1A9hw8o9xgYTEZE4ocJSRETiLavVyu9LdtGx9jgO/XMWAN9c6Qha1Jl6n1XEyUm/xuIzD69kDJjyKc3833+4JElENMO7zua7QcsxR1uMjiciIg6keyxFRCReCr99n/H9l7Dpl722bbWav0PrXjVIktTVwGTyMpycnGja+X3yFMnCiO5zuHs7gmXTtjxckiSoqXqcRUQSCX3VKyIi8c6+7SfpWGucraj08k7BgKmf0uFrPxWVCVSpSvkIWRJAroKZADi06wyd/YLYv+OUwclERMQRVFiKiEi8ER1l5qdRq+nTfArXL4cB8HblfEz6pRtvV85vbDixW/osqRk9rwMfNCgFwK0bd+nTYgqLf9ykJUlERBI4DYUVEZF44cKpa4zoPofjBy4C4JbEhTZf1qLGJ2UwmUwGpxNHcUviStehDclf3JeJA5YRHWVm6tCVHNlzji5DGpAshZYkERFJiNRjKSIihrJarayet51OfkG2ojJH/oyELA2gZtOyKioTqeqNSjNqbnt8MnoBsHn1PrrUH8+5E1eNDSYiIq9EhaWIiBjm9s17DOwwneDARURGRANQv3VFxi7ohG+udAank7iWp3AWgpcE8Fb5PACcP3WNLg1C2Lx6n8HJRETkZamwFBERQ+zafIz2Ncew7feDAHin82TItDZ83qcmbkl0p8abwjN1cr79/jOadKgCQMS9KIb4z2TqsJVYzFqSREQkodBvbhERea2iIqP5adRqlv68xbatXLXC+A+sR8pUyQ1MJkZxdnaiRddq5C2ahZE95nIv/AGLf9jE8f0X6DOuKanTehgdUUREnkM9liIi8tqcPXaFgPohtqIyaTI3ugxpSN+QZioqhdLvFSB4SQA58mUAYP+OU3T2G8fBXWeMDSYiIs+lwlJEROKc1Wpl7YJddG04kTNHrwCQt0gWJizvQrWGpTRBj9hkzOrN6PkdqVK3BAA3r4XTu9l3LJu2RUuSiIjEYxoKKyIicerm9XBG957HP5uPAeDkZKJx+/f4pGNVXFydDU4n8VFSdze6D29E/mK+fDdoOeZoC98NWs6RPefwH1Qf9+RJjI4oIiL/ocJSRETizF9/HGLslwu4c+seAD4Zveg5ugmFSmY3OJnEdyaTiRqflCVngUwM7jyDG1dus2HlHk4fvUzghBZkzp7W6IgiIvIvGgorIiIO9yAiipCvFzOg3c+2ovKdagUIXuqvolJeSr5ivoQsDaBo2VwAnD1+Ff+6wfy59oDByURE5N9UWIqIiEOdOHgBf79gVs35C4BkKZLSfWQj2n9Tk+QeSQ1OJwmRl3cKBv/YmkZt3wUg4l4kgzpO58eRq7QkiYhIPKHCUkREHCImJoYFUzbQteEEzp+6BkDBktmYuKILlWsWMzacJHjOLs582uNDvp7UkmQpHn5BsWDKBvp++j1hoXcNTiciIvGysNy3bx+dO3emUKFCpEyZknz58tGhQwcuXbr02LHffvstLi4uT/xz9epVA9KLiLx5rl8O46uWU/lx5CrM0RacXZxo2a06w2e2I13m1EbHk0SkbNWCBC/pTLY86QHY+9dJutQfz4kDj39GEBGR1ydeFpZFixZl9+7djB8/ngsXLvDzzz+zbds2ihUrxrlz52IdGxMTg8ViITQ0lAcPHsT6ky5dOoNegYjIm2Pz6n10qDWWvX+dBP5/uYi5Hfi4/Xs4O8fLXzOSwGXKlpaxCzpRuVYxAEKv3mFQ+9n8MvsvLUkiImKQePkbPyAggE2bNlG5cmVSpkxJmTJlmD17NtevX2fs2LFPfI6zs/NjPZYiIhJ37t99wJje8xniP5O7tyMAqNawFOOXdSFvUV+D00lilzSZG71GN6H913VwdnHCYo7hu4HLGdVzHg8iooyOJyLyxomX1de4ceMe25Y7d25MJhOnTp16/YFERCSWw7vPMqL7HK6cvwmAh1cyAgbVp1y1wgYnkzeJyWSidvNyZM+XnqH+s7h14y7rlv3zcEmS8c3JmDWN0RFFRN4Y8bLH8klWr16N1WolT548T9yfN29e3N3dyZIlC82bN+fYsWOvOaGISOJnMVuYFfIbPZpMshWVxd7JxcQVXVVUimHyF8/KwGktKVTq4VI2p49cxr9uMH/9cdDgZCIib4542WP5X7dv36Zr164kS5aMjh07xtrn7e3NuHHj+PDDD0mbNi07duygW7dulCxZki1btlCkSJGnnvfatWtcv3491rYTJ04AYDabMZvNjn8xr8hsNmOxWOJVJklc1Mbkea5cuMmYXvM5vPvhve4urs606PoBdVqWw8nJ6ZltR+1L4pLZbCaFZ1K+mdKC2SHrWPzjZu6FP2BAu2k0aluZTzpX1f2+8sr080viUnxtX6+SJ94XllFRUTRq1IiTJ08ybdo0smXLFmt/586dYz2uVq0aq1evJn/+/PTu3ZvVq1c/9dwTJ05kwIABT9wXHh5OWFiYvfEdxmKxcPfuw+nUnZ2dDU4jiZHamDyN1Wpl66+H+Hnkbzy4//DetYzZvOkwoCZZ86Tjzp07zz2H2pfEpX+3r7ptypI5V2qmDFrFg/vRzJ+8gUO7z9BhQE08vJIZnFQSIv38krgUX9tXeHj4Sz/HZI3H06eZzWYaNWrEkiVLCAoKwt/f/4WfW6FCBfbs2fPMN+VpPZZ+fn7s2bOHggULvnJ2RzObzdy+fRtPT09NTCRxQm1MnuTunQgmDVjGplX7bNtqNi1Dqx4fkiSp6wufR+1L4tKT2tf5U9cY6j+L8ycf/p5Pm8GLPkGfkKdwZiOjSgKkn18Sl+Jr+zp48CDFihXjwIEDL1wTxZ/0/xETE0Pz5s1ZsmQJY8aMeamiEsDJyem5U477+Pjg4+PzxH3xcWbZf898KxIX1Mbk3/bvOMWonnO5dikMAC/vFHQd2pC3383/SudT+5K49N/2lT1PRoIW+TOu70I2/bKX65fD6N10Mu2/rsOHjUtjMpkMTiwJiX5+SVyKj+3rVbLEn/T/YrVa+eyzz5g7dy6jRo2ia9euL/X8S5cusWvXLsqWLRtHCUVEEi9ztIWZIb8x/7v1ti/oSlXKR9dhDUmVxsPgdCIvzj15EvqM/YR8RX35YcQvmKMthPRbzJHd5+g4oO5L9bqLiMizxcs72Tt27Mi0adMYNWoU3bt3f+pxFouF999/n9WrV3P16lUiIiLYvHkzNWvWxGq1MnTo0NeYWkQk4btw+jrdGk9g3qR1WK1W3JK40PEbPwZM/VRFpSRIJpOJup9WYNj0tqRK+7AN/7b4b7o1msDlc6EGpxMRSTziXWEZGhrKpEmTAOjdu7etW/jRn/Lly9uOdXZ2JjAwkO+//57ixYuTIkUKGjZsSL58+di5cyclS5Y06mWIiCQoVquV1fO206nOOI7vvwBAjnwZCF4SQM2m72jYoCR4hUplZ/zSAAqWzAbAqcOX8K8XzI4Nh40NJiKSSMS7obDe3t5ER0c/df9/P9xUqlSJSpUqxXUsEZFE6/bNewQFLmTbb/9b869+64q06FodtyTx7teEyCtL7ZOSYdPb8uPIVSz5aTN3b0fwzRc/06RjFT7ppCVJRETsES8/McSnG1dFRBKzf7YcY3Tvedy89nAGbe90Kek+vDHFy+U2OJlI3HBxdeaLr2qRr5gvY79cwIP7Ucwe/zvH9p2n1+gmWpJEROQV6as5EZE3UFRkNFOGrKDvp9/bispyHxRi4oquKirljVDxo6KMW9iZzDnSAvD3pqN0rhvEiYMXDE4mIpIwqbAUEXnDnD1+hS4NxrPkp80AJE3mRpchDek7vjkpUyU3OJ3I65M1dzrGLexMuWqFAbh64RbdGk3k1wU7DU4mIpLwqLAUEXlDWK1Wlk3/k85+wZw+chmAPEWyMH5ZANUaltIEPfJGSu6RlL4hzWjduwZOzk5ER5kZ99UCgvouJCry6XM+iIhIbLqZUUTkDXDzejhjv5zP3xuPAuDkZKJR23dp2vl9XFydDU4nYiyTyUSDzyuRp3BmhgbMIiz0Lmvm7+DkoYv0Hd+CdJlSGR1RRCTeU4+liEgit33dITrUHGMrKn0ypWL4zHa07FZdRaXIvxQpnZOQpQHkL54VgOMHLtLZL4hdm48anExEJP5TYSkikkg9iIhifP8lfNP2Z27fvAdA5VrFmLiiC4VKZTc4nUj8lCa9J8NntqV283IAhIfdp1/rH5k9/ndiYmIMTiciEn9pKKyISCJ04uBFRnSbw/lT1wBIliIpHb/x4706bxmcTCT+c3Vzof3XdchXzJegwIVERkQzI2gtR/eeo8eoj/Hw1JIkIiL/pR5LEZFEJCYmhoVTN9C14XhbUVmwZDYmruiiolLkJb1buzhjF3QiY1ZvAHZsOIJ/3WBOHrpkcDIRkfhHhaWISCJx/XIYX7X6nh9GrMIcbcHJ2YkWXasxfGY70mVObXQ8kQQpe94MBC/xp2zVggBcOX+Tbo3G8/uSXQYnExGJX1RYiogkAptX76NDrbHs3XYCgAy+3oyZ14EmHarg7Kwf9SL2SO7hTuCE5nza40OcnExERZoZ3WseIV8vJirSbHQ8EZF4QfdYiogkYPfvPuC7Qcv5bdHftm3VGpaibd/auCdPYmAykcTFycmJRm3fJXfhzAzrMps7t+6xas5fnDx4kb7jm5M2g5fREUVEDKWvsUVEEqgje87RqU6QrahM4elO35DmdBnSUEWlSBwp/k5uxi8LIG+RLAAc3XeeTnWC2L31uMHJRESMpcJSRCSBsZgtzB7/O90/nsjlc6EAFHsnF5NWdqN89cIGpxNJ/NJm8GLE7PbU+KQsAHdu3SPw0++Z9906LUkiIm8sDYUVEUlArpy/ycieczm06wwALq7OtOpenbqfVsDJSd8Virwubklc6DSgLvmK+RLSbxFRkWZ+Hr2Go3vP031EI5J7uBsdUUTktdKnEBGRBGLdsn/oUGusrajMktOHcQs7U791JRWVIgapWrcEYxd0In2WhzMvb/v9IP51gzl99LLByUREXi99EhERiefu3olgeNfZjOwxl4h7kQDUavYOwUv8yVkgo8HpRCRH/owEL/Hn7XfzA3DpbChdG4xn3bJ/DE4mIvL6qLAUEYnH9u84RcdaY9mwcg8AnqmT883kVnTo70dSdzdjw4mIjYdnMvp/15IWXaphMpmIfBDNyB5zmfjtUqKjtCSJiCR+KixFROIhc7SFn8esoXezyVy7FAZAqUr5mPRLN0q/V8DYcCLyRE5OTjTpWIWBP7TGwysZACtmbKV3s8ncuHLb4HQiInFLhaWISDxz8cx1un88kXmT1mG1WnFL4kKH/n4MmPopqdJ4GB1PRJ6jRIU8hCwNIHfhzAAc3n2Wzn5B7Nt+0uBkIiJxR4WliEg8YbVaWTN/Ox1rj+PYvvMAZM+XgeAl/tRq9g4mk8nghCLyotJlSsWoOe2p3vhtAMJC7/Jly6ksnLoBq9VqcDoREcfTciMiIvHAnVv3COq7iK2/HbBtq9e6Ii27VsctiX5UiyREbklcCRjUgHxFszLhmyVER5n5YcQqjuw5R9dhjUjukdToiCIiDqNPKyIiBtv953FG955H6NU7AKT28aDHiI8pXi63wclExBGqNSxFzgIZGNRpBlcv3OLPtQc4e+IqgeObkzV3eqPjiYg4hIbCiogYJCrSzNShK/iq1VRbUfnO+4WYtLKbikqRRCZXwcyELAmgZMW8AFw4dZ0uDcaz8Zc9xgYTEXEQFZYiIgY4e/wKXRqEsPjHzQAkcXely5AGBE5oTspUyQ1OJyJxwcMrGQOmfkrTzlUxmUw8uB/FsC6zmTx4OeZoi9HxRETsosJSROQ1slqtLJ/xJ/51gzl95DIAeYpkYcLyLlRr+LYm6BFJ5JycnGjm/wEDpn5KCk93AJb+vIU+LSZz89odg9OJiLw6uwvLdu3asXDhQkdkERFJ1G7dCKd/m5+Y9O0yoiLNmEwmPm7/HqPndiBTtrRGxxOR16hUpXyELAkgZ4GMABz8+wyd/II4sPO0wclERF6N3YXl9OnTqVSpkiOyiIgkWjvWH6Z9jTHs3HgEAJ+MXoyY1Y6W3arj4upscDoRMUL6LKkZPa8j79cvCcCt6+H0bj6ZJT9t0pIkIpLg2F1Yli5dmosXLzoii4hIovMgIooJ3yyh/xc/cfvmPQAq1yzGhBVdKVQqu8HpRMRoSZK60nVoQ/wH1cfF1ZkYSwxThqxkWJdZRNyLNDqeiMgLs7uwDAoK4ssvv+T0aQ3dEBH5t5OHLuFfN5iVs7YBkCxFUnqO+pjeYz8hRUp3g9OJSHxhMpn4sHFpRs3tgE9GLwA2rdpHQP0Qzp+8Zmw4EZEXZPc6ll9//TXh4eHkzp2bQoUKkSlTJlxdXWMds3TpUnsvIyKSYMTExLD4x81MG7PGNtNjgRLZ6DXqY9JlTm1wOhGJr/IWyULwkgCGd5vN7j+Pc/7kNQLqB9NtWGPKVy9sdDwRkWeyu7A8cuTh/UK5cuXiwYMHnDx50u5QIiIJ1Y0rtxndex57tp4AwMnZiWad36dR28o4u+heShF5Ns/UyRn4Q2tmBf/GnIl/EHEvisGdZ1C/dUU+7fGhfo6ISLzlsMJSRORNt2XNfoICF3L3dgQAGXy96TW6CfmK+RqcTEQSEmdnJ1p0rUaeIlkY1XMu98IfsOiHTRw/cIE+45qSKo2H0RFFRB7j0HUsQ0NDOXbsmCNPKSIS70Xci2TslwsY3HmGraj8oEEpxi8LUFEpIq+sTJUCBC/xJ3u+DADs236Kzn5BHPrnjLHBRESewCGF5YoVKyhUqBBp0qQhb968tu2NGzfmxIkTjriEiEi8dHTvOTrVGcfahTsBSOHpzlfBzeg6tCHJUiQ1OJ2IJHQZs6ZhzPyOVPF7C4DQq3fo1fQ7lk3/U0uSiEi8YndhuWbNGvz8/MiePTtjx46Nte+9994jJCTE3kuIiMQ7FksMcyb8QbfGE7l0NhSAomVzMXFFVyp8WMTgdCKSmCR1d6P7iMZ0/KYuLq7OWMwxfDdwGSO6z+HB/Sij44mIAA4oLAcMGMCAAQNYsWIFXbp0ibWvcuXKLF++3N5LiIjEK1cv3KR3s++YPu5XYiwxuLg607p3DYb8/DlpM3gZHU9EEiGTyUTNpmUZMasdadJ7ArBhxR66NhzPhdPXDU4nIuKAwnLPnj20b9/+ift8fX25ePGivZcQEYk31i37hw61xnHw7zMAZMnhw9gFnWjweSWcnBx627qIyGPyF89KyNIAipbNBcCZY1cIqBfC1t8OGJxMRN50dn8KcnZ2JjIy0vbYZDLZ/v/SpUukTJnS3kuIiBju7p0Ihnebzcgec7l/9wEANZuWJXipP7kKZjI4nYi8Sby8UzD4x9Y0avsuAPfvPmBgh+n8NGo1FrPF4HQi8qayu7B86623mDJliu3xvwvLqVOn8vbbb9t7CRERQx3YeZqOtcayYcUe4OE6c99MbkXHb+qS1N3N2HAi8kZydnHm0x4f0m9iC9tEYfMnr6fvZz8QFnrX4HQi8iayex3Lnj17UqdOHc6ePUuDBg0A2LhxI/PmzWPy5Mn89ttvdocUETGCOdrCrJDfmD95PTExD2dfLFkpL92GNdI6ciISL7zzfiF8F6djUMfpnD1+lb3bTtDZL4i+Ic213JGIvFZ291jWqlWL4OBg5s2bR82aNYmJiaFy5cr89NNPTJgwgffee88ROUVEXquLZ67T/eOJzJ20jpgYK65uLrT/ug7fTv1MRaWIxCuZs6dl3MLOVK5ZDIAbV27T85NJrJy1TUuSiMhrY3ePJUCnTp34+OOP+eOPP7hy5Qpp0qShatWqpEuXzhGnFxF5baxWK2sX7uS7Qctt0/hnz5eB3mOakDV3eoPTiYg8WdJkbvQa04R8xbMydegKzNEWJnyzhCN7z9FpgIbti0jcc0hhCZAmTRoaN27sqNOJiLx2d27dIzhwEX+u/d/sivU+q0DLbh/ilsRhPy5FROKEyWSiToty5CqYiaEBMwm9eoc/luzi1OFLBI5vQcas3kZHFJFEzO6hsI0bN+b777/n7NmzjsgjImKI3X8ep0OtsbaiMrWPB4N/+pw2X9ZSUSkiCUrBEtkIXhJA4bdzAHD6yGX86waxfd0hg5OJSGJmd2G5c+dO2rRpQ7Zs2ciTJw8dO3Zk6dKl3L592xH5RETiVFSkmanDVvJVq6mEXr0DPJwMY+KKbrxVPo/B6UREXk3qtB4MndaG+q0rAnAv/AHftP2Z6WN/xWKJMTidiCRGdheWp06d4sSJE0yaNInChQsze/Zs6tati7e3N++88w79+/d3RE4REYc7e/wqXRuEsPiHTQAkcXclYHB9Aic0xzN1coPTiYjYx9nFmc/71OSr4Ga4J394j+WciX/w9ec/cvvmPYPTiUhiY3dhCZAzZ07atWvHokWLuHHjBps3b6Zq1aps27aNb7/91hGXEBFxGKvVyoqZW/GvG8SpI5cByF04M+OXdaF6o9Kx1uMVEUnoKnxYhKBF/mTJ6QPAP1uO4V83iGP7zxucTEQSE4fdOHT8+HHWrl3Lb7/9xvr167lz5w558+bl/fffd9QlRETsdutGOGP7LGDnxiPAw8kuGrV7l2ad38fF1dngdCIicSNLTh/GLezEuK8Wsnn1Pq5dCqN744l06O9H9UZv6ws1EbGb3YXlF198wdq1azl79ize3t5UqVKFMWPG8MEHH5AlSxZHZBQRcYgd6w8zps982xAwn4xe9Bj5sW2CCxGRxCxZiqR8GdSU/MV9+X74KszRFoIDF3Fkzzk69PcjSVJXoyOKSAJmd2E5depU3N3d+fLLL+nRowepU6d2RC4REYeJfBDND8N/YcXMrbZtlWoUpdO39UiR0t3AZCIir5fJZKLupxXJVTAzQ7vM4tb1cNYu3MnJQxcJHN+C9Fn0OU5EXo3d91gOHjyY0qVLM3r0aHx8fChTpgxff/01mzdvxmw2OyKjiMgrO3noEp39gmxFpXvyJPQc9TG9x36iolJE3liF387B+KUBFCyZDfj/n5V1g2y3CYiIvCy7C8uvvvqK9evXc/PmTVasWME777zDkiVLqFixIqlTp6Z27dqOyCki8lJiYmJY9MNGujQI4fzJawAUKJGNiSu68l6dt3Q/kYi88VL7pGTY9Lb4tSoPwN3bEfRv8xOzQn4jJkZLkojIy3HY5D3Jkyfnww8/pGTJkpQqVYpp06bx66+/smLFCkddQkTkhdy4cpvRveexZ+sJAJycnWjaqSqN272Ls4sm6BERecTF1Zm2fWuTr5gv475ayIP7UcwM/o0je8/Ra1QTPLySGR1RRBIIuwvLqKgo/vzzT9auXcvatWvZvXs3VquVtGnT8vHHH1O1alVH5BQReSFb1uwnuN8iwsPuA5DB15ueoz4mf/GsBicTEYm/KtUoRrY86RnYcToXT9/g741H6Vw3iMDxLchVMJPR8UQkAbC7sEydOjX37t0jadKklC9fnmHDhvH+++9TrFgxDTUTkdcm4l4kkwcv59cFO23b3q9fknaBtUmWIqmByUREEoasudMTtMifsX3m8+faA1y9cItujSbQaUBdPmhQyuh4IhLP2V1YdujQgffff58KFSqQNKk+vInI63d07zlGdJ/DpbOhAKTwdMd/YH0qfFjE4GQiIglLco+k9B3fnEXfb+SnUauJjjIz9ssFHN5zlvb96uCWREuSiMiT2V1Yjhgxwvb/MTExhIeH4+HhgZOT3fMCcffuXc6dO0fGjBnx8vJ65rFWq5WTJ09iNpvJmTMnrq76wSeS2FksMcyfvJ6Zwb8RY3k40UTRMjnpPqIxaTN4GRtORCSBMplMNGhTmdyFMzOsy2zCQu+yZt4OTh66RN+Q5qTLlMroiCISD9lf/QH//PMP1atXJ1myZHh5eZEsWTKqV6/Onj17Xul8U6ZMoVSpUvj4+NCgQQMyZ87MW2+9xfr16594/C+//ELWrFmpVKkSNWrUIF26dEydOtWOVyQi8d3Vi7fo3ew7po/9lRhLDC6uzrTu9RFDprVRUSki4gBFy+QiZGmA7R714/sv4F83iF2bjxmcTETiI7sLy927d1O+fHl27tyJn58fAQEB1K1bl507d1KuXDn27t370uds164dFSpU4NKlSxw6dIgrV66QM2dOPvjgA7Zv3x7r2F27dlG3bl0aNmzI+fPnOXnyJMOHD+eLL75gyZIl9r48EYmH1i/fTYeaYzn49xkAsuTwYeyCTjRoU9khoyVEROShNOk9GT6zLbWavwPAnVv36df6B+ZM/ENLkohILCar1Wq15wQ1a9bEYrGwYMECUqRIYdt+9+5dGjRogJubG8uXL3+pc86ZM4cmTZrE2nbt2jXSpUtH69at+f77723b69aty+bNm7l06RJubm627W+//Tb379/nwIEDL3XtgwcPUqhQIQ4cOEDBggVf6rlxyWw2ExYWhpeXFy4uDlslRsQmIbSxe+ERjO+/hA0r9ti21fikLJ/3qUFSd7enP1EMlxDalyRcal+vx7pl/xAcuIjIB9EAlH4vPz1GfkyKlO4GJ4tbal8Sl+Jr+3qVmsjur/a3bNlCUFBQrKISIEWKFAQHB7N58+aXPud/i0p4uE6myWTixo0btm0Wi4Vff/2VSpUqxSoqAapVq8bBgwc5e/bsS19fROKfA3+fpkOtcbai0jN1cvp/14pOA+qqqBQReQ3eq/MWYxd0ImNWbwC2rzuMf91gTh2+ZHAyEYkP7C6LIyIiSJMmzRP3eXt7ExERYe8lAJg2bRpWq5UyZcrYtp07d46IiAhy5Mjx2PE5c+YE4MiRI2TN+uT1665du8b169djbTtx4uGC6mazGbPZ7JDsjmA2m7FYLPEqkyQu8bWNmaMtzJ24jgVTNhAT83CAxVsV8tBlcH1SpfWId3nlyeJr+5LEQe3r9cmSKy2j53dg3FcL2f7HYS6fC6Vrowl0/MaP9+oUNzpenFD7krgUX9vXq+Sxu7DMkycP06dPp0uXLo/tmzlzJnny5LH3Ehw/fpyvvvqKTJky0aFDB9v227dvA+Dh4fHYcx5tCwsLe+p5J06cyIABA564Lzw8/JnPfd0sFgt3794FwNnZ2eA0khjFxzZ25fxNJn3zC6cOXQbA1c2ZjztV5v0Gb2EyWeLVv1F5tvjYviTxUPt6/Tp8WxPf3GlZOGUzUQ+iGdtnAft2HKdpwHu4usWf4XyOoPYlcSm+tq/w8PCXfo7d//Lbtm1Lly5dOHz4MPXq1SN9+vRcvXqVJUuW8P333xMcHGzX+a9cucJHH32E2Wxm4cKFpEyZ8n/h/38cssVieex5j7Y9a9mRDh060LBhw1jbTpw4gZ+fHx4eHs9d4uR1evStgaenZ7wafy2JR3xqY1arld8X72LKkJU8uB8FQLa86ekxohFZ86Q3NJu8mvjUviTxUfsyRouA6hQplYuRPeZy59Z9/li8hwsnQukT9Alp0nsaHc9h1L4kLsXX9vWkjrvnsTt9x44dOX36NEFBQUyZMsW23dnZmW7dutG+fftXPveNGzeoWrUqFy9eZNWqVbGGwQKkT5/edtx/PRri+uiYJ/Hx8cHHx+eJ+1xcXOLVXy48fE/jYy5JPOJDG7tz6x7B/Rbz56/7bdvqflqBVt2ra2HuBC4+tC9JvNS+jFGyYj7GL+vC4E4zOLrvPEf3nadL/fH0GdeUYmVzGR3PYdS+JC7Fx/b1KlnsTm8ymRg9ejRdunRhw4YN3Lx5E29vbypVqkSWLFle+by3bt3i/fff59SpU6xYsYLKlSs/dkyaNGnImjUr+/bte2zf3r17cXNzo3Dhwq+cQURer91bjzO61zxCr94BILWPB92GNaZEBfuH1IuISNxIm8GLEbPbM3nwclbN+YvbN+/Rt9VUWnarTsMvKmMymYyOKCKvgcPK4ixZstC8eXOHnCs8PJxq1apx9OhRli9fTpUqVZ56bNOmTRk2bBgnTpwgV66H34zduXOHxYsX24a0ikj8FhVpZvrYNSz6YZNtW9n3CxIwqAGeqZMbmExERF6EWxIXOn9bj3zFfBn/9WKiIs38NGo1R/aeo/vwRiT3SNxLkoiIAwvLM2fOsGHDBkJDQ0mTJg2VK1d+6mysz2I2m6lRowY7d+5k6NCheHl58ffff9v2p0iRgnz58tke9+7dm+XLl1O7dm2GDh1KsmTJGDJkCK6urowcOdIhr01E4s65E1cZ3m2Obbr6JO6utO1bm+qN3ta33CIiCcz79UqSI19GBnWczpULN9n220ECjocQOKEF2XSPvEiiZndhabFYCAgIYNKkScTExNi2Ozk50alTJ8aOHYuT04svl3nv3j3u379PiRIlWLhwIQsXLoy1v3Dhwvz000+2xylTpmTr1q2MHTuW4OBgzGYzJUuWZM6cOc+8v1JEjGW1Wvll9jamDl1JVOTDG9dzF8pErzGfkDl7WoPTiYjIq8pZICPBS/0Z1WMuOzYc4eKZG3RpEEKXwQ2oXCtxLkkiIg4oLAcOHMj3339P9+7dqVOnDunSpePq1assXbqUkJAQvL29+frrr1/4fJ6enrF6KF+Eh4fHS11DRIwVFnqXsX3ms2PDEeDhvdqN2lamaef3E9009SIibyIPz2T0n9yKeZPWMyNoLZER0QzvNofDu8/xeZ8a+lkvkgjZ/a/6+++/Z9KkSXz66ae2bbly5aJcuXLky5ePAQMGqOgTEZsdGw4zts8CwkIfrtmUNoMXPUY2pkjpnAYnExERR3JycqJJxyrkKZKZ4d3mEB52n+Uz/uTEwQt8FdwM73SJZ0kSEYEXH6P6FKGhodSrV++J++rXr//EpUBE5M0T+SCaiQOW0r/NT7aismKNokxY0UVFpYhIIlaiQl5ClviTu1AmAA79c5bOfkHs237S4GQi4kh2F5ZvvfUWZ8+efeK+s2fPUqJECXsvISIJ3KnDl/CvG8yKmVsBcE+ehB4jG9Nn7Cd4eCYzOJ2IiMS1dJlTM2puB6o3ehuAWzfu8mXLqSz6YSNWq9XgdCLiCHYXluPHj+fLL798rLg8c+YMffr0Yfz48fZeQkQSqJiYGBb/uImA+iGcO3EVgAJvZWXiiq5U8SuhWV9FRN4gbklcCRjcgC5DGuDq5kKMJYbvh/3CEP+Z3L/7wOh4ImInu++xHDBgALdv3yZXrlwULlzYNnnP/v37KV26NP3793/sOUuXLrX3siISz924cpsxveeze+txAJycnfikYxU+bv8ezi7OBqcTERGjVGv4NjnyZ2RQpxlcu3iLLWv2c/bYVQInNMc3Vzqj44nIK7K7sDxy5OGsjjlz5uT+/fucPn3a9vjGjRu6x1LkDfTn2gME9V1IeNh9ANJnSU2v0U3IX/zl17YVEZHEJ3ehzIQs8Wdkj7n8veko509dI6B+CF2HNqTiR0WNjicir8BhhaWISMS9SKYMWcGa+Tts296vV5J2/WqTLEVSA5OJiEh8kzJVcr6Z8ilzJvzOrJDfeXA/iqEBsziy5xyf9fwIF1eNbhFJSLSIkIg4xNF95xnRbTaXzoYCkCKlO/6D6lPhwyIGJxMRkfjK2dmJZv4fkKdIFkZ2n8vdOxEs+Wkzx/df4MvgZqRO62F0RBF5QXZP3iMibzaLJYY5E/+ge+MJtqKySOkcTFzZVUWliIi8kLcr5yd4iT858mcE4MDfp+lUZxwH/j5tcDIReVEqLEXklV29eIs+zSYzfeyvWMwxuLg607rXRwyd/gVpM3gZHU9ERBKQDL7ejJnfkffrlQTg1vVw+jSfzNKft2hJEpEEQIWliLySDSt207HWWNu3yZlzpGXsgo40aFMZJyf9aBERkZeXJKkrXYc1pPPAeri4OmMxxzB58HKGdZ1NxL1Io+OJyDPoHksReSn3wiOY8M1S1i/fbdv2UZMytPmyJknd3QxMJiIiiYHJZOKjj8uQs0AmBneawfXLYWz6ZS9njl6h34TmZM7hY3REEXkCdSuIyAs78PdpOtQaZysqU6ZKTv/vWtH523oqKkVExKHyFslCyNIAir+TG4BzJ67iXy+EP3/db3AyEXkSFZYi8lzmaAvTx/5K76bfce3iLQBKVMjDpF+6UaZKAYPTiYhIYuWZOjkDf2zNx+3fAx4uazWo0wx+GP4LFrPF4HQi8m8vPRS2atWqL32R33///aWfIyLxw6WzNxjRbQ5H950HwNXNhda9PqJW83d0L6WIiMQ5Z2cnWnarTt6iWRjVcx73wh+w8PuNHNt/nj7jmpIqjZYkEYkPXvpT4d27d1/6j4gkPFarlbULd9Kx9jhbUZktb3qCl/hTp2V5FZUiIvJalalSkOAl/mTLmx6AfdtP0dkviMO7zxqcTETgFXos//rrr7jIISLxSHjYfYICF8W6j6XupxVo1b06bklcDUwmIiJvsoxZ0zB2QSdC+i1m3bJ/CL16h15Nv6PNlzWp1ewdTCaT0RFF3liaFVZEYtn710nG9llI6NXbAKRK60H34Y0pUSGPwclEREQgqbsbPUY2Jn9xXyYPXoE52sKkb5dxZM85/AfWJ2kyTSYnYgSHFJbh4eGsXbuWEydOEB0d/dj+wMBAR1xGROJQdJSZOeM3sHr2TttC1GWrFiRgcAM8Uyc3OJ2IiMj/mEwmajZ95+GSJJ1nEnr1NuuX7+b00csEjm9OpmxpjY4o8saxu7A8evQo1atX58yZM089RoWlSPx27sRVhnebzanDlwFI4u5K2761qd7obQ0rEhGReCt/8ayMXxbAsC6z2PvXSc4cvYJ/3RB6jGxM2aoFjY4n8kaxe/aNr776ijx58tgKyxs3brBz5046depE48aNCQ0NtfcSIhJHrFYrK2dtpbNfkK2ozFUwE+OXBvBh49IqKkVEJN7z8k7B4J8+p+EXlQG4f/cB37afxs+jV2OxxBgbTuQNYndhuWnTJkaNGkXWrFkB8Pb2pmTJkoSEhFChQgUGDx5sd0gRcbyw0Lt888VPTPhmKVGRZkwmE7ValGHE7LZkzuFjdDwREZEX5uzizGc9PyJwQgvckycBYN536+n32Q+EhWqFApHXwe7CMjQ0lLx58wLg7OzMvXv3bPtatmzJ7Nmz7b2EiDjYzo1HaF9jDDs2HAEgbQYvBv/cmkbtK+Lqpjm9REQkYSr3QSGCl/iTNXc6AHZvPY5/3WCO7j1ncDKRxM/uwtJqteLm9nD2rfTp07N///+WJ7hx44bWsRSJRyIfRDPx26V8/fmPtm9wK9YoyoQVXSj8dg6D04mIiNgvc/a0jF3Qico1iwFw/XIYPZpM4pfZ22yT04mI4zl0hfMqVarQsWNH1q1bx5YtW2jVqhXFixd35CVE5BWdOnwJ/7rBrJixFQD35EnoMbIxfcZ+godnMoPTiYiIOI578iT0GtOEdoG1cXZxwhxtYXz/JYzpPZ/IB4+vYCAi9rN7zFudOnVs/z9gwADKly9PlSpVgIf3W65evdreS4iIHWJiYlg2bQs/jlyNOdoCPJxFr+eoj8ng621wOhERkbhhMpmo07I8uQplZoj/DG5eC+f3Jbs4deThkiT6HSjiWHb3WC5dutT2/9myZePIkSMsW7aMZcuWcfToUUqVKmXvJUTkFYVevU3gpz8wZchKzNEWnJydaOb/PiNnt9MvVBEReSMULJGNkKVdKFQqO/C/ETw71h82OJlI4uLQobAAKVKkoHbt2tSuXRtvb31wFTHKn2sP0L7mWHZvPQ5A+iypGTWnPU07v4+zi7PB6URERF6f1Gk9GDrtC+q1rgjA3TsR9P/iJ6aP+1VLkog4iKZ/FElkIu5FMmXICtbM32HbVrVuCdp/XYdkKZIamExERMQ4Lq7OtOlTk3xFfRn75Xwi7kUxZ8IfHNt3nl6jm5AyVXKjI4okaC9dWObKleulL3LixImXfo6IvLyj+84zsvscLp65AUCKlO50HliPih8VNTiZiIhI/FDhwyJkzZ2OQR1ncP7UNXZtPkbnusEEjm9O7kKZjY4nkmC99FDYYsWKPfYnY8aMnD17llSpUpEvXz5SpUrF2bNnyZgxI8WKFYuD2CLybxZLDPO+W0f3xhNsRWWR0jmYuLKrikoREZH/8M2VjnGLOlHhwyIAXLt4i+6NJ7Jm/naDk4kkXC/dY7lw4cJYj3ft2kVgYCAnT57E19fXtv3MmTO0a9eOvn372p9SRJ7q6sVbjOo5lwM7TwPg7OJEy67Vqde6Is7ODr+NWkREJFFIliIpXwY1JV8xX34YsYroKDNBfRdxZM85OvT3wy2Jq9ERRRIUuz91du7cmREjRsQqKuHhDLEjRoygc+fO9l5CRJ5iw4rddKw11lZUZs7xcFHohl9UVlEpIiLyHCaTiXqfVWTY9C9IlSYFAL8u2En3xhO5euGmwelEEha7P3nu3r2bLFmyPHGfr68vu3btsvcSIvIf98IjGNljLsO7zeFe+AMAPmpShpAlAbo/RERE5CUVfjsHIUsDKFAiGwAnDl6kc91g/t501NhgIgmI3YVlmjRpWLx48RP3LViwgLRp09p7CRH5l4O7ztCx9jjWLfsHgJSpktP/u5Z0/rYeSZO5GZxOREQkYfJO58nwGW2p07I8AOFh9/n68x+ZM+EPYmKsBqcTif/sXm7k888/p0OHDhw+fJhatWqRLl06rl69yvLlywkJCSEwMNAROUXeeOZoC7Mn/M68Setsv+BKVMhDt2GNSO2T0uB0IiIiCZ+LqzPtAmuTr2gWxvVdSGRENLPH/8HBf07TZ0xTvLw9jI4oEm/ZXVgGBgZy48YNxowZw6hRo2zbnZyc6NSpkybvEXGAS2dDGdF9Dkf3ngPA1c2F1r0+olbzd3By0r2UIiIijlS5VnGy58vAwI7TuXj6Bnu3nqJLg/EEjm9BroKZjI4nEi/ZXVg6OzsTEhJCz5492bhxI6GhoXh7e1O5cuWn3nspIi/GarXy++JdTBq4lIh7UQBky5OeXmOakD1vBoPTiYiIJF5Zc6cnaJE/o3vNZdvvh7h64RbdG0+g04B6vF+/pNHxROIduwvLR3x9fWnatCnh4eF4eHioF0XETuFh9wnut4gta/bbttVpWZ7Pen6oKdBFREReg+QeSfkyuCmzJ6xl/qRNREWaGdNnPkf2nKVtYB3ckjjso7RIgueQ6u+ff/6hevXqJEuWDC8vL5IlS0b16tXZs2ePI04v8sbZ+9cJ2tccaysqU6X1YNCPrWkXWFtFpYiIyGtkMpmo0aw03/7wGZ6pkwOwau52en4yiWuXbhmcTiT+cMhyI+XLl2fnzp34+fkREBBA3bp12blzJ+XKlWPv3r2OyCnyRoiOMvPD8F/4ssVUQq/eBqBs1YJMXNGVEhXyGpxORETkzVW0TE5ClgaQr9jDtduP7TtPZ78gdv953OBkIvGD3f33/fr1o1KlSixYsIAUKVLYtt+9e5cGDRrQr18/li9fbu9lRBK9cyeuMqL7HE4eugRAkqSufNG3Fh82Lo3JZDI4nYiIiKTN4MWIWe2YOnQlK2Zu5c6t+wR+9j3Nu1SjUdvKuhVM3mh2F5Zbtmxhx44dsYpKgBQpUhAcHEzp0qXtvYRIoma1Wlk15y+mDl1J5INoAHIVzESv0U3IktPH4HQiIiLyb65uLnTo70e+Yr4EBy4i8kE008as4cies/QY+TEpUrobHVHEEHZ/rRIREUGaNGmeuM/b25uIiAh7LyGSaIWF3mVAu58Z338JkQ+iMZlMNGr7LmPmd1RRKSIiEo+9V+ctxi7oRAZfbwC2rzuMf91gTh+5bHAyEWPYXVjmyZOH6dOnP3HfzJkzyZMnj72XEEmUdm48QoeaY9i+7jAAadJ7MmzGF3za40Nc3TTLnIiISHyXPV8Ggpf4U6ZKAQAunwula8PxrFv2j8HJRF4/uz+9tm3bli5dunD48GHq1atH+vTpuXr1KkuWLOH7778nODjYETlFEo3IB9H8OGIVy2f8adtW8aMidPq2Hh6eyQxMJiIiIi8rRUp3+k1swYIpG5g+9lciH0Qzssdcjuw5R5sva+rLYnlj2N3SO3bsyOnTpwkKCmLKlCm27c7OznTr1o327dvbewmRROP0kcsM7zabs8evAuCe3I0O/etSxe8tTdAjIiKSQDk5OdG43XvkLpSZ4d1mc+fWfVbM3MrxAxf4KrgZaTN4GR1RJM7ZXViaTCZGjx5Nly5d2LBhAzdv3sTb25tKlSqRJUsWR2QUSfBiYmJYNm0LP45cjTnaAkD+4lnpOepj270ZIiIikrC9VT4PIUsDGNx5Jsf2nefInnN09gviy6CmFC2Ty+h4InHKYX3zWbJkoXnz5o46nUiiEXr1NqN7z7etc+XkZOKTTlX5uP17OLs4G5xOREREHMknYypGzm7P5EHLWDV3O7dv3uOrllNp1f1DGrSppBFKkmhp0LdIHNr62wGC+i7kzq37AKTPnJpeY5qQv3hWg5OJiIhIXHFL4kLngfXJVywr4/svJirSzI8jV3Fkzzm6DW9Eco+kRkcUcTiHFJZHjx7l559/5vTp04SFhT22f82aNY64jEiC8eB+FJOHLGfNvB22bVXrlqBdvzr6ZSIiIvKGeL9+SXLkz8igjtO5cuEmW387wNkTV+g3oQVZc6c3Op6IQ9ldWM6YMYNWrVrh6upKpkyZ8PDwcEQukQTr2P7zjOg+h4unbwAPZ4vr9G1dKtUoZmwwERERee1yFshI8FJ/Rnafy86NR7h4+gYB9UPoMqQhlWsWMzqeiMPYXVgGBgbSrl07hg0bpqJS3mgWSwwLp25gRtBaLOYYAAq/nYOeoz7WbHAiIiJvMA/PZHwzpRVzJ65jZvBvREZEM7zrbI7sOcfnvWvg4qo5FyThs7uwvH79OoMHD1ZRKW+0a5duMbLHXA7sPA2As4sTLbpUo/7nlXB2djI4nYiIiBjNycmJTzpVJU+RLAzvNpu7tyNYNm3LwyVJgprinc7T6IgidrH7E2+pUqW4cOGCI7KIJEgbVu6hQ82xtqIyU/Y0jF3QiUZt31VRKSIiIrGUrJiX8UsDyFUwEwCHdp2hs18Q+3ecMjiZiH3s/tQbFBRE7969OX/+vCPyiCQY98IfMKrnXIZ3nc298AcAfPRxacYv7ULuQpkNTiciIiLxVbrMqRk9rwPVGpYC4NaNu/RpMYXFP27CarUanE7k1dg9FLZYsWIEBgZStGhRsmXLRoYMGR5bn2flypX2XkYkXjn0zxlGdp/LlQs3AUiZKhldhjSkbNWCBicTERGRhMAtiStdhjQkXzFfJg5YRnSUmalDV3Jkzzm6DGlAshSaRV4SFrsLyzVr1lCvXj0sFguhoaFERUU5IhcAV69eZfXq1dy9e5ePP/6YNGnSPHbMjh072LFjxxOeDZ999hnJkiVzWB4Ri9nC7Al/MHfiH8TEPPxG8a3yeeg+vBGpfVIanE5EREQSmuqNSpOzQCYGdZrBtYu32Lx6H2eOXiFwQnN8c6UzOp7IC7O7sOzatSutWrVi6NCheHo65qbjbdu20bdvX44ePUrq1Kk5cOAA5cuXf2JhuWrVKgYMGMAXX3yBq6trrH0Wi8UheUQALp0NZWSPORzZcw4AVzcXPuv5EbVbvIOTk+6lFBERkVeTu1BmQpb4M6L7HHZtPsb5U9fo0iCErkMbUeHDIkbHE3khdheWZ8+eZfDgwQ4rKgGsViuBgYFUqlSJoUOHcuDAgec+Z/To0aRIkcJhGUQesVqt/L54F5MGLiXi3sMe+Wx50tNrTBOy581gcDoRERFJDFKmSs6AqZ8xe/zvzB7/OxH3ohjiP5N6rSvyWY8PcXbRkiQSv9ldWJYsWZLLly+TKlUqR+QB4J133nHYuUTsER52n5CvF7N59T7btjoty/NZzw9xS+L6jGeKiIiIvBxnZyeaB3xAnsKZGdVzHnfvRLD4h00c23eeL4OakTqtlveT+Mvu8XsTJkwgMDCQS5cuOSLPK1u6dCmTJ09m0aJFXLlyxdAskjjs/esEHWqNtRWVqdJ6MOjH1rQLrK2iUkREROJM6fcKELzEnxz5Ho6MOrDzNJ39xnFw1xljg4k8g909lv369SM0NJQcOXJQpEiRJ84Ku3TpUnsv80wpU6Zk9uzZpE2blr///pvjx4/TrVs3hg4d+liWf7t27RrXr1+Pte3EiRMAmM1mzGZznOZ+GWazGYvFEq8yJVbRUWZmBf/O4h8326b8Lv1efjoPrItn6hSJ9u9AbUziktqXxCW1L4lLRrWvtBk9GT67LZO+Xc66pf9w81o4vZt9x2e9PqJWs7LP/IwrCUd8/fn1KnnsLiyPHDkCQLZs2bhz5w537tyx95QvpUaNGnTr1o2UKR/OyGm1Wunfvz8DBw4kXbp0dO3a9anPnThxIgMGDHjivvDwcMLCwuIi8iuxWCzcvXsXAGdnjbGPK5fOhDLpm5WcOXoVALckLjQNeI93/YpiNZnjVZtwNLUxiUtqXxKX1L4kLhndvlr1qkLWPGmYMfYPzNEWpg5ZyYGdJ/msTzWSJnN77XnEsYxuX08THh7+0s8xWeP5KqyDBg2iX79+7N69m2LFir3Qc2JiYsiRIwdubm4cO3bsqcc9rcfSz8+PPXv2ULBg/FmT0Gw2c/v2bTw9PXFxsfv7APkPq9XKmnk7+H74KqIeRAOQs0BGuo9sRJYcPganez3UxiQuqX1JXFL7krgUX9rXsX3nGdplNjcu3wbAN5cPXwU3I1P2x1dNkIQjvrSv/zp48CDFihXjwIEDL1wTxZ/0DuTk5ET+/PlZt27dM4/z8fHBx+fJRYOLi0u8+suFh99ixMdcCV1Y6F3GfbWA7esOA2AymWjQphLNAz7A1e3Neq/VxiQuqX1JXFL7krgUH9pXgbeyE7IkgBHd5rB763HOnbhG14YT6D6iMeU+KGRYLrFffGhf//UqWRLt4ntnz559atEo8sjfm47SoeYYW1GZJr0nQ6e34bOeH71xRaWIiIjEb17eKRj4Y2sat38PgIh7kQzqOJ0fR67CYtb67WKsBF1YWq1W9u/f/9j22bNnc/jwYZo0aWJAKkkIoiKj+W7gMvq1/oFbNx6Oa6/wYREmruxK0TK5DE4nIiIi8mTOzk606ladrye1JFmKpAAsmLKBvp9+T1joXYPTyZssXnbJXL16lQULFgCwfft2AObNm8eWLVtwd3endevWwMPCslWrVqRJk4a33noLT09Pdu7cyZIlS/Dz8+Pbb7817DVI/HX66GVGdJvDmWMPl6VxT+5G+6/9qFq3hGZYExERkQShbNWCBC/pzKBOMzhz9Ap7/zpJpzpB9A1pRv7iWY2OJ2+geNljGRERwZEjRzhy5AhZs2alY8eOhIeHc+TIEY4fP247zsnJiV27dhEYGEiqVKm4du0apUqV4q+//mLJkiUkTZrUwFch8U1MTAxLftqMf91gW1GZr5gv45d15f16JVVUioiISIKSKVtaxs7vxLu1iwMQevU2vZp+x8pZW4nn83NKIhQveyyzZcvG+PHjX/j4ChUqUKFChThMJAndzWt3GN17Pv9seThLsJOTiSYdq9CkQxWcXeLP1M4iIiIiLyNpMjd6jvqY/MWzMmXICszRFiZ8s5TDu8/ReWA9krprSRJ5PeJlj6WII237/SDta46xFZXpM6dm5Jz2NPP/QEWliIiIJHgmk4lazd5hxKx2eKd7uLb7umX/0K3RBC6dvWFwOnlTvHSPZa5cLz+xyYkTJ176OSL2enA/iilDVrB63nbbtip1S9C+Xx2Se2iYtIiIiCQu+YtnJWRpAMO6zGLf9lOcPnIZ/7rB9BjZmDJV4s/67JI4vXRhWaxYsce2Xbt2jW3btlGsWDHSpUvH1atX2bNnD2XLltWSH2KI4wcuMLzbbC6efvgtXXKPpHQeWI9KNYoZG0xEREQkDqVK48GQn9vw85hfWTh1A/fCHzCg3TQ+bv8ezQI+wNlZAxYlbrx0Yblw4cJYjx9NnnPy5El8fX1t28+cOUO7du3o27ev/SlFXpDFEsOi7zcyfdyvWMwxABR+Owc9RjbGJ2Mqg9OJiIiIxD1nF2da9/qIvEWyMKbPfCLuRTJ30jqO7jtP7zGf4Jk6udERJRGy+yuLzp07M2LEiFhFJTycgGfEiBF07tzZ3kuIvJBrl27xZYsp/DRqNRZzDM4uTnza40OGTv9CRaWIiIi8ccpXL0zw4s745koHwO4/j+NfN4ij+84bnEwSI7sLy927d5MlS5Yn7vP19WXXrl32XkLkuTb+socONceyf8cpADJlT8OY+R1p1PZdDfkQERGRN1bmHD6MW9iJijWKAnDtUhg9Pp7Iqrl/aUkScSi7P3GnSZOGxYsXP3HfggULSJs2rb2XEHmqe+EPGNVrHsO6zOZe+AMAPmxcmvFLu5Cn8JO/8BARERF5k7gnT0KfsZ/Qtm9tnF2cMEdbCOm3mLF9FhD5INroeJJI2L2O5eeff06HDh04fPgwtWrVsk3es3z5ckJCQggMDHRETpHHHPrnDCO7z+XKhZsApEyVjC5DGlK2qmY9ExEREfk3k8mEX6vy5CqUiSH+M7l1PZzfFv/NycOXCBzfnAy+3kZHlATO7sIyMDCQGzduMGbMGEaNGmXb7uTkRKdOnTR5jzicxWxhzsQ/mDPhD2JiHg7heKt8HroNa4h3Ok+D04mIiIjEX4VKZmf80gCGBsziwN+nOXX4Ev51g+k5+mPerpzf6HiSgNldWDo7OxMSEkLPnj3ZuHEjoaGheHt7U7ly5afeeynyqi6fC2Vkj7kc3n0WABdXZz7r+RF1WpbDyUn3UoqIiIg8T2qflAyd/gU/jVrF4h83c/dOBP3b/MQnnarySaeqmp9CXondheUjvr6+fPTRR4SGhpInTx5HnVYEAKvVyu9LdjHp26VE3IsCIGvudPQe8wnZ82UwOJ2IiIhIwuLi6kybL2uRt6gvY79cwIP7Ucwe/zvH9p2n1+gmeHglMzqiJDAO+TpixYoVFCpUiDRp0pA3b17b9saNG3PixAlHXELeYOG37zOsyyzG9J5vKyrrtChH0GJ/FZUiIiIidqj4UVHGLexMlhw+APy96Sid6wZx4uAFg5NJQmN3YblmzRr8/PzInj07Y8eOjbXvvffeIyQkxN5LyBts3/aTdKg5lk2r9gGQKk0KBv7Qmnb96pAkqavB6UREREQSvqy50zFuUSfKVy8MwNULt+jWaCK/LthpcDJJSOwuLAcMGMCAAQNYsWIFXbp0ibWvcuXKLF++3N5LyBsoOsrMjyNX0af5FG5cuQ1A6ffyM3FlN0pWzPucZ4uIiIjIy0iWIilfBTfj8z41cHJ2IjrKzLivFhDUdyFRkVqSRJ7P7nss9+zZw8qVK5+4z9fXl4sXL9p7CXnDXDh1jeHd5nDi4MO2kySpK22+rMlHTcpgMpkMTiciIiKSOJlMJuq3rkTuQpkZGjCLsNC7rJm/g5OHLtJ3fAvSZUpldESJx+zusXR2diYyMtL2+N8f/C9dukTKlCntvYS8IaxWK6vm/EWnOkG2ojJngYyELA2gxidlVVSKiIiIvAZFSudk/LIACryVFYDjBy7S2S+IXZuPGpxM4jO7C8u33nqLKVOm2B7/+8P/1KlTefvtt+29hLwBwkLv8m37aYR8vZjIB9GYTCYatKnM2AWdyJLTx+h4IiIiIm8U73SeDJvRljotygEQHnaffq1/ZPb434mJiTE4ncRHdg+F7dmzJ3Xq1OHs2bM0aNAAgI0bNzJv3jwmT57Mb7/9ZndISdz+3nSUMX3mc+t6OPDwB1nPUY0pWiaXwclERERE3lyubi6061eHfMV8Gdd3IZER0cwIWsvRvefoMepjPDy1JIn8j909lrVq1SI4OJh58+ZRs2ZNYmJiqFy5Mj/99BMTJkzgvffec0ROSYSiIqP5btBy+rX+wVZUVviwCJNWdlVRKSIiIhJPVK5VnHELO5MpWxoAdmw4gn/dYE4eumRwMolP7O6xBOjUqRMff/wxf/zxB1euXCFNmjRUrVqVdOnSOeL0kgidPnqZEd3mcObYFQDck7vRvp8fVeuV0L2UIiIiIvFMtjzpCVrcmdG957Ptt4NcOX+Tbo3G03lgfarWLWF0PIkHHFJYAqRJk4bGjRs76nSSSMXExLB8+lZ+HLmK6CgzAHmL+tJrdBMyZvU2OJ2IiIiIPE1yD3f6TWjBgikbmDZmDVGRZkb3msfh3Wdp27c2bkkcVlpIAmT3UNiSJUvSqlUrIiIinrpfBODmtTt8/fmPTB68nOgoM05OJj7pVJVRc9qrqBQRERFJAEwmE43avsvgn9vgmTo5AKvm/EWvTyZx/XKYseHEUHYXlrt27WLatGm8++67XLt27Yn7Rbb9fpD2Nceya/MxANJlTsWI2e1pHvABLq7OBqcTERERkZdRrGwuQpYGkLeoLwBH952nU50gdm89bnAyMYrdhSXAzJkz2b17N2XKlOHIkSOOOKUkEg/uRxHSbxHftp/GnVv3AKji9xYTlnehYIlsxoYTERERkVeWNoMXI2a1o2bTsgDcuXWPwE+/Z95367QkyRvIIYVl06ZNWbt2LWFhYbzzzjts3LjREaeVBO74gQt08hvHqrnbAUjukZTeYz+hx8iPSe7hbnA6EREREbGXWxIXOn5Tlx4jG5MkqSsxMVZ+Hr2GQR1ncC/8ybfKSeLkkMISoFKlSmzdupVUqVLxwQcfMHPmTEedWhIYiyWG+ZPX07XheC6evgFAoVLZmbiyK5VrFjM2nIiIiIg4XBW/EoyZ35EMvg/nzdj2+0H86wZz+uhlg5PJ6+KwwhIgX758bNu2jeLFi9O8eXO+/fZbR55eEoDrl8P4ssUUfhq1Gos5BmcXJ1p1r86wGW3xyZjK6HgiIiIiEkdy5M9I8BJ/Sr+XH4BLZ0Pp2mA865b9Y3AyeR0cWlgC+Pj4sH79eurVq0f//v0dfXqJxzat2kuHmmPZv+MUAJmypWHM/I40bvcezs4Ob2oiIiIiEs+kSOnO15Na0qJrNUwmE5EPohnZYy4Tv11qW2pOEie7F5sZOXLkY9vc3d1ZsGABQ4YM4cCBA/ZeQuK5e+EP+G7gMn5f8r8ZgKs3fpu2X9UmaTI3A5OJiIiIyOvm5OREkw5VyFM4CyO6z+bOrfusmLGVEwcu8lVwM9Kk9zQ6osQBu7uRevTo8eQTOzkRGBjI3Llz7b2ExGOHd5+lU+1xtqIyZapkBE5oQcCgBioqRURERN5gJSrkIXhJALkLZwYefm7s7BfEvu0nDU4mcUHjE+WVWMwWZoX8Ro8mk7hy4SYAxcvlZuKKrpT7oJDB6UREREQkPkiXKRWj5rTnw8alAQgLvcuXLaeycOoGrFarwenEkV56KGzVqlUB+P3332M9fpZHx0ricPlcKCN7zOXw7rMAuLg681nPD6nTsjxOTvquQkRERET+xy2JK/6D6pOvmC/j+y8hOsrMDyNWcWTPOboOa0Ryj6RGRxQHeOnC8u7du898LImX1Wrlj6X/MHHAUiLuRQKQNXc6eo1uQo78GQ1OJyIiIiLx2QcNSpEjfwYGdZrB1Qu3+HPtAc6euErg+OZkzZ3e6Hhip5cuLP/6669nPpbEKfz2fcb3X8KmX/battVuXo7Pen1EkqSuBiYTERERkYQiV8HMhCwJYESPOfy98SgXTl2nS4PxdBnSgEo1ihkdT+ygcYvyXPu2n6RjrXG2ojJVmhR8+/1ntP+6jopKEREREXkpHl7JGDDlU5r5v4/JZOLB/SiGdZnN5MHLMUdbjI4nr0iFpTxVdJSZn0atpk/zKVy/HAbA2+/mZ+LKbpSqlM/YcCIiIiKSYDk5OdG08/sMmPopKTzdAVj68xb6tJjMzWt3DE4nr+KVJ+95GZq8J+G5cOoaw7vN4cTBiwAkSerK531qUuOTMphMJoPTiYiIiEhiUKpSPkKWBDCo03ROHrrEwb/P0MkviK+CmlGoVHaj48lLsHvyHklcrFYrq+dtZ8qQFURGRAOQs0BGeo1ugm+udAanExEREZHEJn2W1Iye15GJA5ayduFObl0Pp3fzyXze+yP8WlVQp0YCYffkPZJ4hIXeJThwEdt+PwiAyWSi/ueVaNHlA1zdXrqpiIiIiIi8kCRJXek6tCH5i/sy4ZulmKMtTBmykiN7ztFlSEPckycxOqI8h6oFAWDX5mOM7j2PW9fDAfBO50mPkY0pVjaXwclERERE5E1RvVFpcuTPyOBOM7h2KYxNq/Zx+ugV+k1oQZacPkbHk2dwSGEZHh7O2rVrOXHiBNHR0Y/tDwwMdMRlJA5ERUbz06jVLP15i21b+eqF8R9YHw+vZAYmExEREZE3UZ7CWQheEsCI7nP4Z8sxzp+8RkD9YLoNa0z56oWNjidPYXdhefToUapXr86ZM2eeeowKy/jp9NHLjOg+hzNHrwCQNJkbHb72o2q9EhrLLiIiIiKG8UydnG+//4xZwb8xZ+IfRNyLYnDnGdRvXZFPe3yIs4uz0RHlP+xebuSrr74iT548tsLyxo0b7Ny5k06dOtG4cWNCQ0PtvYQ4mNVqZdm0LQTUC7EVlXmL+jJheRfer19SRaWIiIiIGM7Z2YkWXavxzeRWJPdICsCiHzbxVaup3LoRbnA6+S+7C8tNmzYxatQosmbNCoC3tzclS5YkJCSEChUqMHjwYLtDiuPcvB7O15//yHeDlhMdZcbJyUSTjlUYNac9GbOmMTqeiIiIiEgspd8rQPCSAHLkywDAvu2n6OwXxKF/zhgbTGKxu7AMDQ0lb968ADg7O3Pv3j3bvpYtWzJ79mx7LyEO8tcfB2lfYwx/bzoKQLrMqRgxuz0tulTDxVXDCUREREQkfsqY1ZvR8ztSpW4JAEKv3qFX0+9YNv1PrFarwekEHFBYWq1W3NzcAEifPj379++37btx44bWvYwHHkREEfL1Yga0m8adWw8L//fqvMWE5V0oWCKbseFERERERF5AUnc3ug9vRKcBdXFxdcZijuG7gcsY0X0OD+5HGR3vjWd3YflvVapUoWPHjqxbt44tW7bQqlUrihcv7shLyEs6cfACnf2CWDXn4fqjyT2S0ntME3qO+pjkHu4GpxMREREReXEmk4kan5Rl5Oz2pEnvCcCGFXvo2nA8F05fNzjdm83uwrJOnTq2/x8wYABXr16lSpUqVKhQgQMHDjB69Gh7LyGvwGKJYcGUDXRtOIELpx7+IytUMjsTVnSlci0V+yIiIiKScOUr5kvI0gCK/v+a62eOXSGgXghbfztgcLI3l93LjSxdutT2/9myZePIkSOsW7cOgHLlyuHt7W3vJeQlXb8cxqiec9m3/RQAzi5ONPP/gIZfVMbZ2aGd1CIiIiIihvDyTsHgH1szfdxa5k9ez/27DxjYYTqN2r5Liy4faEmS18zuwvK/UqRIQe3atR19WnlBm1fvIzhwEXfvRACQKVsaeo5uQt4iWQxOJiIiIiLiWM4uznza40PyFfNlVM953L/7gPmT13N033n6jP0EL+8URkd8Y6j7KpG4f/cBo3vNY4j/TFtRWb3R24QsDVBRKSIiIiKJWtmqBQle0plsedIDsHfbCTr7BXFkzzmDk705HNJjefToUX7++WdOnz5NWFjYY/vXrFnjiMvIUxzefZYR3edw5fxNADy8khEwuAHlPihkcDIRERERkdcjU7a0jF3QiaDAhWxYsYcbV27T85NJtO1bmxqflMFkMhkdMVGzu7CcMWMGrVq1wtXVlUyZMuHh4eGIXPIv5mgL+3ee4sqlG6TPmIbCpXL+/xTLFuZOWsfsCX8QY4kBoPg7uek+ohHe6TwNTi0iIiIi8nolTeZGr9FNyF88K1OGrMAcbWHCN0s4svccnQbUJam7m9EREy27C8vAwEDatWvHsGHDVFQ6mDnawvzJ61kxaythN/63HmiqNB5UqlmUo3vPcXj3w+59F1dnPuv5IXValsfJSSOcRUREROTNZDKZqN28HLkKZmKI/0xCr97hjyW7OHX4EoHjW5AxqyYXjQt2VyDXr19n8ODBKiodzBxt4dv205gRtJaw0Lux9t26Ec7Sn7fYikrfXOkIWtSZup9WVFEpIiIiIgIUeCsbIUsDKPx2DgBOH7mMf90g/vrjkMHJEie7q5BSpUpx4cIFR2SRf5k/eT07Nx55+MD69OPyFs1C8BJ/cuTP+HqCiYiIiIgkEKnSeDB0WhsafF4JgHvhDxjQ7memj/0Vy//fSiaOYXdhGRQURO/evTl//rwj8ggPeytXzNoKL3B/8bWLYVqbUkRERETkKZxdnGnduwZ9Q5rjnvzhPZZzJv7B15//yO2b9wxOl3jYfY9lsWLFCAwMpGjRomTLlo0MGTI8NuPSypUrX/q8UVFRrF27lpUrV3L37l2GDBmCr6/vE4+1Wq0sWrSIDRs2YDabKVmyJM2bNydJkiSv9JqMduifM7HuqXyWWzfCOfTPGYqUzhnHqUREREREEq7y1QuTNXc6BnaczvmT1/hnyzH86wbRd3xz8hTW8nz2srura82aNVSpUoV79+4RGhrK2bNnOXPmTKw/L2vRokVkyZKF7777jrNnzzJr1ixu3rz5xGPNZjO1a9emQ4cOZM6cmYIFCzJixAjKli3L7du37Xx1xggPux+nx4uIiIiIvImy5PQhaFFnKn5UBIBrl8Lo3ngiq+dtx2p9xv1n8lx291h27dqVVq1aMXToUDw9HbPERYkSJTh69CheXl4MGjTometgTpgwgZUrV7Jt2zbKlCkDQL169cibNy99+/Zl/PjxDsn0Onl4JYvT40VERERE3lTuyZPQZ1xT8hXLyvfDf8EcbSE4cBFH9pyjQ38/kiR1NTpigmR3j+XZs2cZPHiww4pKgGzZsuHl5fVCx06ZMoXixYvbikqATJkyUadOHaZPn05kZKTDcr0uBd7KhleaFM+/x9L08IbkAm9lex2xREREREQSBZPJRN1PKzB8RltSpX24usXahTvp3ngCV84/eaSkPJvdhWXJkiW5fPmyI7K8tDt37nDo0CFKlCjx2L5SpUoRHh7O/v37DUhmHxdXZ2o1feeZs8ECYIVazd7BxdX5teQSEREREUlMCpXKzvilARQsmQ2Ak4cu0blu0P9WZ5AXZvdQ2AkTJhAYGMj48ePJmPH1LnnxaJmT9OnTP7bv0bYLFy5QsmTJJz7/2rVrXL9+Pda2EydOAA/v3TSbzY6M+1Lqta7A4T1n+Xvj0Yc9l/8uMv//cclKean7WXlDc0riYTabsVgsak8SJ9S+JC6pfUlcUvtK/FKmTsagH1vz8+g1LJv2J3dvR9C/zU806fgejdu/G6frxMfX9vUqeewuLPv160doaCg5cuSgSJEiT5wVdunSpfZe5okeDXN1dX18HLSb28OphB88ePDU50+cOJEBAwY8cV94eDhhYWH2h7RDx0E1WTkjLb8v2s3t0P9NheyZOjlV6xenZvPS3L0XbmBCSUwsFgt37z6cjdjZWb3g4lhqXxKX1L4kLql9vTkatCtHllzeTB2ymsiIaGaP/4MDu07Tvn8NUni6x8k142v7Cg9/+RrD7sLyyJGH3cTZsmXjzp073Llzx95TvrAUKVIAEBER8di+e/ceFmIeHh5PfX6HDh1o2LBhrG0nTpzAz88PDw+PF77PMy616voRzTpV48Dfp7h6OZR0GbwpVDKHhr+Kwz36ZsrT0xMXF7t/NIjEovYlcUntS+KS2tebpVqDMuQvlp0h/rO4ePoG+7adon/rmXwV3JScBRw/OjO+tq9n1VBP47DC0ghZs2bFxcWFs2fPPrbv3LlzAOTM+fT1HX18fP6vvfuOj6rK/z/+nkklPRB67733DkpHWBRROiI2BJFVXNRFAf3triI2xLZfwQIWBCwoIoKgCFKlhxJCMyRAKAmEhJSZ3N8fbEZuJmQSJp3X8/HwsXvPPWfu55M53LmfuXfuVbly5bJc5+npWWTeXE9PT7XoWFfx8WUVEhJSZOJCyePh4VGk5j5KFuYX8hPzC/mJ+XVrqdWgst5cPkWvP/2lNv20X7HRcXpqxHuaPPtO9bm7bZ5vryjOr5uJxe0LhqtWraoPP/zQ3Ze5Kd7e3uratas2btzo9NyZ9evXq0qVKqpfv36hxAYAAACgePIP9NU/54/RhOkDZbValJZq0+vPLNWbM5YpNSWtsMMrktwuLJOSknTnnXfmRSw3Zdq0aYqKitK7777raPv555+1bt06/eMf/3D6vScAAAAAuGKxWHT3A931n08eUkiZaz/B+3HJNk0b8a7ORscVcnRFj9uF5ZAhQ7Ru3bq8iMXh6NGjGj16tEaPHq1ly5ZJkv75z39q9OjRmjhxoqnvgAED9Nprr+mJJ55Qz549NXDgQA0cOFBTpkzR5MmT8zQuAAAAALeWZu1r661vHlfDltUlSUf2ndKUO9/UH79FFHJkRYvbF/K+8cYbmjRpks6cOaPBgwerYsWKbt/RKDg4WP369ZMkx/9m8PX1der/97//XWPGjNHmzZtls9n07rvvqlq1am7FAAAAAACSFFYhWC8vflgfvLRSKxZt0uW4JD03YYHGTO2jex/J30eSFBduF5ahoaGSpEWLFmnSpEmyWCxOf9jcPgclLCxMo0ePzvWYQYMG5WoMAAAAAOSEl7enJj7/NzVoUU1vzlimlKtp+uT11Tq8509Ne2W4AoLy55EkxYXbheXUqVPzIAwAAAAAKPp6Dm6pGvUr6P9N+kQxJy9o67qDmnLnPM2YP0a1Gub9I0mKC7cLy7lz5+ZFHAAAAABQLNSsX1Hzvp6iV//xpTavDdfpPy/oiXve1uQX7lKvO1sXdniFIs8uBr506ZJWr16tTz/9VKtXr9alS5fy6qUBAAAAoEjxDyylGW+P0fhp/WW1WpSSnKZX/7FE82d+rdSU3P0UsCTIk8LylVdeUaVKldSvXz+NHj1a/fr1U+XKlfXaa6/lxcsDAAAAQJFjtVp1z8M99f8+fEBBof6SpJWfbdY/Rr2nc6fjCze4AuZ2Yblo0SJNnz5dffr00aJFi7RmzRotXrxYffr00bRp0/TZZ5/lRZwAAAAAUCS17FRX8799XPWbVZUkHd7zpx4b8qZ2b44s5MgKjtuF5RtvvKFZs2bp66+/1ujRo9WrVy+NGjVKX331lWbOnMlZSwAAAAAlXtmKIZrz2UQNHNlRknTpYqL+ed//6cv318swjEKOLv+5XVgeOHBAEydOzHLdxIkTdeDAAXc3AQAAAABFnrePpybPvlNPzrlX3j6eSk839OHcVXpx0idKTLha2OHlK7cLS09PTyUmJma5LjExUZ6ebt94FgAAAACKjV53ttZrX05WhaqlJUmb14Tr8bve0omIM44+tjS79m07pu2/RGjftmOypdkLK9w84XbV165dO02fPl2LFy+Wl5eXo91ms+mf//yn2rdv7+4mAAAAAKBYqd2okuZ9PUVzn1qibesPKvrEeU29+y1Nnn2XYqPj9N2nvyv+/BVH/9CwQN0xqqPuebinPL08CjHym+N2YTlz5kzddttt2rp1qwYNGqQKFSro7Nmz+u6773Tq1CmtX78+L+IEAAAAgGIlMNhPM98bpyXvrteiN39SytVrjySRJFnMfeMuJGjRmz/p8J4/9dw744pdcen2pbDdunXTqlWrVLp0ac2fP18zZszQW2+9pdKlS+vHH39Uly5d8iJOAAAAACh2rFarRky6XS8uuF/evn9d4anM9/P53/K2Xw5p6X9/Kajw8kye/ACyd+/e6t27t+Li4nTx4kWVLl1aoaGhefHSAAAAAFDsNe9QR76lvJSanJZ9R4v03eLfNeyhHsXqrKXbZyyvFxoaqtq1a1NUAgAAAMB1Duw8octxSa47GlLc+QQd2Hki32PKS3l2y9aEhASdPHlS8fHxTuu4HBYAAADArSwhPgdFpRv9C5vbheXFixc1ZcoUff7550pPT8+yz63wQFAAAAAAuJHAEL987V/Y3C4sH3nkEa1bt07Tp09XkyZNFBQUlBdxAQAAAECJ0ahVDYWEBSj+whXnG/dczyKFlglUo1Y1Ciq0POF2Yblq1Sp9//336t69e17EAwAAAAAljqeXhwaN6qRFb/6UfUdDGjS6U7G6cY+UBzfv8fLyUqtWrfIiFgAAAAAose55uKfa9WhwbSHTcywzltv1aKBhD/UoyLDyhNuF5T333KOff/45L2IBAAAAgBLL08tDz70zTmOn9lVomUDTutAygRo7ta+ee2dcsTtbKeXBpbCvv/66/v73vysuLk4DBw5UuXLl8iIuAAAAAChxPL08NGLS7Rr2UA/t235UZ2LOq0KlMDVtW7tYFpQZ3C4sAwOvVdrvv/++JMlqtcpiMZ/Xtdls7m4GAAAAAEoMTy8PNW1XS1XjSyskJESensW3qJTyoLCcOnVqHoQBAAAAACiu3C4s586dmxdxAAAAAACKKbdv3gMAAAAAuLVRWAIAAAAA3EJhCQAAAABwC4UlAAAAAMAtFJYAAAAAALdQWAIAAAAA3EJhCQAAAABwC4UlAAAAAMAtFJYAAAAAALdQWAIAAAAA3EJhCQAAAABwC4UlAAAAAMAtFJYAAAAAALdQWAIAAAAA3EJhCQAAAABwC4UlAAAAAMAtFJYAAAAAALdQWAIAAAAA3EJhCQAAAABwC4UlAAAAAMAtFJYAAAAAALdQWAIAAAAA3EJhCQAAAABwC4UlAAAAAMAtFJYAAAAAALdQWAIAAAAA3EJhCQAAAABwC4UlAAAAAMAtFJYAAAAAALdQWAIAAAAA3EJhCQAAAABwC4UlAAAAAMAtFJYAAAAAALdQWAIAAAAA3OJZ2AG4a968eZo3b16W67Zs2aKwsLACjggAAAAAbi3FvrC8ePGijh49qj179sjPz8+0LjQ0tJCiAgAAAIBbR7EvLDPUqlVLAQEBhR0GAAAAANxy+I0lAAAAAMAtJeaMZe/evRUfH6+wsDD16NFDjz/+OL+vBAAAAIACUOwLSx8fH02dOlX9+/dX2bJltW3bNs2aNUsffvihNm3apOrVq99wbGxsrM6dO2dqi4yMlCTZbDbZbLZ8jT03bDab7HZ7kYoJJQtzDPmJ+YX8xPxCfmJ+IT8V1fl1M/EU+8LyH//4hzw8PBzLLVu2VKdOndS6dWs99dRT+vLLL2849p133tHs2bOzXJeQkKD4+Pi8Dvem2e12XblyRZJM+QJ5hTmG/MT8Qn5ifiE/Mb+Qn4rq/EpISMj1mGJfWGb1BjRt2lStWrXSmjVrsh376KOPatiwYaa2yMhIDRkyRIGBgQoJCcnLUN2S8a1BcHCwPD2L/duGIog5hvzE/EJ+Yn4hPzG/kJ+K6vwKDAzM9ZiiE30eCwgIUHJycrZ9ypUrp3LlymW5ztPTs0i9udK1IrooxoWSgzmG/MT8Qn5ifiE/Mb+Qn4ri/LqZWErkXWHj4+O1c+dOtWjRorBDAQAAAIASr1gXlna7XQ8++KAOHjwowzAkSVFRUbr33nt1+fJlvfDCC4UcIQAAAACUfMW6sPTw8FCXLl00evRoBQUFqUKFCqpZs6YSEhK0evVq9e7du7BDBAAAAIASr+hcyHuTxo0bp3Hjxik5OVmxsbEKCwuTn59fYYcFAAAAALeMYl9YZvD19VW1atUKOwwAAAAAuOUU60thAQAAAACFj8ISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLIuoQ7v/lN2efsP1dnu6Du3+swAjAgDkF/b5AHBrKMn7ewrLIujQ7j/17ccb9d2i37OceHZ7ur5b9Lu+/XhjsZ14AIBr2OcDwK2hpO/vPQs7ADir27SK6jevpsN7rk2oQWM6OdbZ7ela9fkWHd7zp+o3r6a6TasUVpgAgDyQ1T7fw+Pa974ZBxns8wGg+Cvpx/gUlkWQh4fVMdEyJl7/Ee2Ubk/Xyk8368i+aNVvXs108AEAKJ6y2udnLF9fVLLPB4DiraQf41NYFlGZJ57NZtPxiBj9GXFO5auUlsVq0Q+fb3EaV6VmWbXsXNexfOpYrHZvjsx2W75+Pup1Z2vHctKVZK37dqfLGHsObiX/QF/H8rpvdyrpSkq2Y5q1r6Vqdco7lvdsiVTU0XPZjqlcM0wtO2XO6Wi2Y0r5e+v2IX/ldDUxJUc59RjU0pTT+hW7lHQlOdsxzdrXVtXa5RzLe7ceVdTR2GzHVK5ZVi061nEsnzp+TntcvE+l/H10299aOZavJqZo/Ypd2Y6RpO53tHDK6Wqi8/tkT7fratJVlfIrpRYd6jrldOq4i/epRpiadzDntHeri/fJz0c9B7c05/RdDnIaaM7pl+92KSmLnK7XrF0tVan1V077th3LUU7N2td2LEefOKd9245lO8a3lLd6DDLn9OvK3dmOkaSu/Zubcvp15e4s36frNWlbS1VqlnUs79t2TNEnss+pUnVzTjEnz7vMyaeUt3rc0cKxfDUxRRt+2JPtGEnq0q+ZKaetPx+SVZ6yWj1uOKZxmxqmnPZvP67oE+ez3U6l6mXUtF0tx/K1nI5nO8bXz0vdB7ZwLF9NTNFvq/ZmO0aSuvRrKr+Av3L6bdVel+9To9aZctpxXKdPXnDqV8rfW5L0y/e7FXPyvCpWK62IvadUv3k1telWT+u+yX4f5uvnra79m5ly2rh6n8ucOvdpYspp0+p9upqUmn1OraqrUvUwx/KBnSd0+k/nnK5XoWoZNW5dw7Ecc/KCDu0+me0Yn1Le6tyniWM5OSlVv6/Z79QvPT1diUmJ8vfzl9VqVcdejVXK38exfvPacCW7yKl+82qqVL2MY/nQ7j91Jir7nMpXKa2GLas7ls9EXXSZk6+ftzrc3vivnK6mauu6A9mOkaR2PRqactq67oCSr7rIqVk1Vaha2rF8eG+UYqPjsh1TrlKI6jev5lg+Gx2niL1R2Y7x8fVSu54NHcvJV1O1/ZdD2Y6RpDbd6pty2rHhsMv3qW6Tyipf5a+cjuw/5TKnspVCVK9pVcdybEycjuyPznaMj6+X2nSr71hOSU7T5rUHXB7st+pcT75+3o7lXZuOuHyfajWspPKVQx3LkeHROn8mPtsxYRVCVKdxZcfyudPxOnogJtsxPr5epmPElOQ07f79SLZjJKl5xzryLfVXTnu2RCrlalq2Y2o2qKiyFUMcy8cPndY5VzmVD1athpUcy+fPXNLxw6ezHePj62X6TEtJTnP5mSZJTdrWNOW0b9sxpSSbc7JYzGOq162gsArBjuUTEWd04ezlbLdTulygatav6Fi+cPaSTkScVeWaYYo6FqvNa8N14sgZBQR761zMZTVsUaPYFpUShWWRllFcGka6Du35U6eOxUqyyNPTqkO7sv7gslgspp1G/IVEhe84ke12AkP9TIVlWqrd5Rjp2kHj9SL2RunSxcRsx1SrU85UWEYfP6/wHdkfAEoyFZbXcsp+TGCon6mwTE2xaf9219vp3Lepafnwnj9d5lS1djlTEXbq2DmX2zIMmQrL+PNXXI4JDPUzFZapKbYc7Tw7XXdQJt04p3QjXWmpafLy9lL1OhWccnK1rXS7YSos489f0b6t2Y8JDPUzFZapKTaXYySpU29zTod2u36fqtQsayoso47GuszJbks3fWDFnbuiPS6+1AgM9TMVlqkpNpdjJJkONCXp4M6TLnOqVD3MVLDkJCdbmjmni7EJ2v179l9qBIb6mQrL1BSbyzGS1P62RqbliL3RSk5Mk9Vy4w/MitVKm3L6M/Ksy5zSUm2mwvJaTtkfLAWG+pkKy9QUm3Ztcn2A1a5nQ/kF/LUcvuO4y/epQtVMOR25cU6GYciWZtOh3X8qIT5J9ZpV0aAxnXRw50nt3BjhMqfrC8vUFJt2/pb9GElq272BKad92465zKlcpRBTYXni8BmX71PjNjVNheXF2Msui4/AUD9TYZmSnJblmOv3X1aLVa261DMVLHs2R7rMqUz5IFNheexgTI5yur6wPH/mkrauO+gyp+v/vadcTdOWta4Ly+Yd6phy2rXpiMucQsMCTYXl0fDoHOV0fWF5LiZev//kXMxfLzDUz1RYplxNczlGkpq2q2UuLH895DKnoFA/c2G571SOcjIVltHx2ujii6TAUD9TYZmanKaNP+7Ndv8lSY1a1TAVllvXHXCZk3+gr6mwjNgblaOcri8sz56K06/f7852TGCon+kYMTkpVb98l/0Y6dqXLtcXYZvXhLvMydfP21RYHtx1Mkc5XV9Ynom66PILtcBQP9NnWnJSqn7++o9sx0hSncaVTTltWr3PZU79h7c3FZYH/jiRo5yuLyxP/3lRa7/aIena/j4x4ap2boxQhWqhate9YbEuKiUKy2LFw9Mqbx9vhZQJkMVqybKPX4CPadnLx1PBZQKy7JshIMjXtGz1sLgcI10rYq8XGOLncoy3j5dpuZS/j4JL+2c7JsucXIwJCC5lWrZaLQoKzX6MlHVOhpH9GC9v8z+jUv4+LreVcWbir9fwcDnGP/P7ZLUoMNT13zxzTgHBpZSeRVJGerpSUlLl4+PtlJOvn7fL9/f6D1JJ8vTycDkmIND5fcrJPMqck39QKaWnZ/9GZZVT5nmSWVY5+QdlP+b6Mz/StZxcjZGcc/IL8JXNduO7xmXEcz2fUl4ut+Xja/436OFplV+g7w16/xXL9axWi8sxknNOvn7eslo8ZM38NbApHnNO3r5eTvuAzLLMycWYUn7m9VarxXSAm1O+/j5KTbFl2ydzTl4+nvLNtA/IYKQb8vL2lJFpPnt4Wm84xhFLKfN6q9XiNIdzwqeUt3xKZX+GxZrpwMfTy0Pemd6HzDy9zGOsHhZ5+WR/GJL5363F4twmXSssDaXLy9szywN/Ty+PLMeZ4rE6x+fhdeOz6xl9zAHK5ZisDhoz/z1zwuphzf04y//+yy0XYyw39aIAShqLYbg6bL61hIeHq0mTJtq/f78aN27sekA+uv6mDbUbV9LVq1d16uiFYn+aHEWTzWZTfHy8QkJC5OnJd07IW8wv167f59drdu2mDRmXwrLPzx7zq2TI6SHp9V9a3ewYV19GSn99CWCz2RQXF6egoGCX88tqtZi2ZUuzu9yO1cNi+mLDbk93+nIpM4vF/KWV3Z4uu4svIyXJ+7ovcwzDUFqq6/i8vD1MOaWmZH8ZrHTtb3d9fGmpNpd/c4vFYorPbrMrLQd/v+u/VDMMw+VlupLk7etp+psnX011+Tf38vY0faGbmpLm8v319PIwnVSxpdmVkpwmuz1dPy7ZqiP7T6lWw4pKTUtVzPGLReoY/2ZqIva+RVTmOwH2H9FOl+LjtXHlwSzvHAgAKL4y7/Mz37xHYp+Pki/zVQ75OcYj89nmHI2x5vrfYOYrS3LCw8Mq5XLYzcSWuZDLqcxXn+WEqysGsuLh6eF0xYcrFsvNXamR+YqPnPD28cr138LTy0MWq0XfLfpdxw+dVuPWNUvUMX7xi/gWkNUBhsf/LnkZOKqj4zbFN3oGDgCg+LjRPj/jd/bs8wGgZCjpx/gUlkXQkX2nbnh7+cwHGkf2nSrESAEA7mKfDwC3hpK+v+dS2CKoQYtqkrqobtMqWZ4Gz5h4DVpU+19fAEBxxT4fAG4NJX1/T2FZRLmaTB4e1mI54QAAztjnA8CtoSTv70vUpbCpqam6evVqYYcBAAAAALeUElFY/vHHH+rSpYsCAgIUGhqqJk2aaNWqVYUdFgAAAADcEop9YRkZGanbbrtN1apV08WLF5WQkKAhQ4Zo8ODB+vXXXws7PAAAAAAo8Yp9YTl79mwZhqH3339fAQEB8vLy0osvvqh69erp6aefLuzwAAAAAKDEK9aFpWEYWrFihbp3767AwEBHu8Vi0R133KEtW7bo9OnThRghAAAAAJR8xbqwPHXqlC5fvqx69eo5rctoCw8PL+iwAAAAAOCWUqwfNxIXFydJCgoKcloXHBxs6pOV2NhYnTt3ztQWGRkpSbLZbLLZbHkVqttsNpvsdnuRigklC3MM+Yn5hfzE/EJ+Yn4hPxXV+XUz8RTrwtJisUi6dklsZunp6ZIkq/XGJ2XfeecdzZ49O8t1CQkJio+Pdz/IPGK323XlyhVJkoeHRyFHg5KIOYb8xPxCfmJ+IT8xv5Cfiur8SkhIyPWYYl1YhoWFSZIuXrzotC7jTGVGn6w8+uijGjZsmKktMjJSQ4YMUWBgoEJCQvIuWDdlfGsQHBwsT89i/bahiGKOIT8xv5CfmF/IT8wv5KeiOr+uv39NThWd6G9CxYoVVb58eR04cMBpXXh4uKxWq5o2bXrD8eXKlVO5cuWyXOfp6Vmk3lzp2rcYRTEulBzMMeQn5hfyE/ML+Yn5hfxUFOfXzcRSrG/eI0nDhg3Tb7/9pjNnzjjaUlNT9fXXX6t3794qXbp0IUYHAAAAACVfsS8sZ8yYobJly+qee+7Rnj17dOTIEY0bN07x8fGaO3duYYcHAAAAACVe0TnfepPKly+vLVu26Pnnn9ddd90lm82mNm3aaPPmzWrSpEmuXy8lJUXSX3eHLSpsNpsSEhIUGBhYpE6To+RgjiE/Mb+Qn5hfyE/ML+Snojq/MmqhjNooJ4pO9G6oUqWKFi5cmCevFRUVJUkaMmRInrweAAAAABRHUVFRatWqVY76WoysntVxC4uPj9evv/6qqlWrysfHp7DDcci4W+0333yjOnXqFHY4KIGYY8hPzC/kJ+YX8hPzC/mpqM6vlJQURUVFqXv37jl+UkaJOGOZl0JCQvS3v/2tsMO4oTp16qhx48aFHQZKMOYY8hPzC/mJ+YX8xPxCfiqK8yunZyozFPub9wAAAAAACheFJQAAAADALRSWAAAAAAC3UFgWE2XLltXMmTNVtmzZwg4FJRRzDPmJ+YX8xPxCfmJ+IT+VpPnFXWEBAAAAAG7hjCUAAAAAwC0UlgAAAAAAt1BYAgAAAADcQmEJAAAAAHCLZ2EHcCs5ffq0li1bpo0bNyokJETvv/9+jsdOnz5dR48edWqvXbu2Xn75Zaf28+fPa8GCBdq/f78CAgI0cOBA3XHHHW7Fj6Lt8uXL+vbbb7V69WolJyfrww8/VGBgYI7Gvvfee1q7dq1Tu4eHh5YsWWJqs9vt+uGHH7Rp0ybFxMSoWrVqGjBggDp16pQneaBoSk1N1erVq/Xtt98qPj5eM2fOVNOmTXM09scff9QHH3yQ5brXX39dVatWveHYpUuXasmSJapcubLefPPNm4odRV96ero2btyoZcuWKSYmRuPHj9fAgQNzNDY8PFwzZ87Mct3f//53de7c2ak9JSVFS5Ys0aZNm2S329W5c2eNHj1aXl5ebuWBomvv3r368ssvdejQIfXs2VOTJk3K0bikpCSNHTs2y3V33nmnRo0aZWozDEPff/+9fvnlF509e1bly5dXt27dNHjwYFksFrfzQNF08uRJLV26VFu3blWNGjX0yiuv5Po1Nm/erG+++UYxMTGqU6eO7r///iw/H2NiYrRgwQIdPnxYISEhuvPOO3X77bfnRRpuo7AsIA8//LBWrlypu+66S3/88YeSk5NzNf7nn3/W1atXNXv2bFN76dKlnfoeOXJE3bp1U61atfTggw8qJiZGI0aM0MiRI3NVzKL4mDdvnv71r3+pT58+ioqK0oYNG/Tee+/luLDcsWOHVq1apY8//tjUbrWaL2q4cOGCmjVrpuTkZD388MPq1auXtm/frh49emjUqFFauHAhH5wl0E8//aQxY8aoXbt28vPz0/Lly/XII4/kuLCMjIzU8uXL9c477zjdTj04OPiG406cOKEJEybo6tWrql27tls5oOiKjIxUjx49VKtWLTVt2lTLly9Xly5dcjz+3LlzWr58uZ5++mm1bt3atK569epO/Y8dO6b+/fsrJCREo0ePVunSpbVx40YtXrxYP//8s9v5oGhJT09Xo0aN5O3trb/97W9avny5AgICcjw+NTVVy5cv1/DhwzV06FDTugYNGpiW09LS1LdvX23btk2PPfaY+vbtq0OHDmnUqFFq3bq11qxZI29v7zzJC0XHsGHDtGPHDg0dOlS//fabjhw5kqvx6enpmjhxopYuXapHH31U/fv316lTp9S3b199+eWXatKkiaPvrl27dNttt6lt27YaM2aMjhw5ooEDB+rJJ5/Uv/71r7xOLfcMFIhDhw4ZdrvdMAzDaN++vVG5cuVcjW/durXRvXv3HPXt0aOHUbNmTSMpKcnR9sUXXxiSjO+++y5X20XxcOzYMSM5OdkwDMN4+OGHDUnGuXPncjx+woQJRnBwsMt+UVFRRo8ePYwzZ86Y2ufPn29IMr788stcxY3iISYmxoiPjzcMwzDeffddQ5KxZs2aHI9/6623DEnG8ePHczzGbrcb3bp1MwYMGGA0btzYqF+/fm7DRjERHx9vxMTEGIZhGL/99pshyXj99ddzPH79+vU5/nxLTk42GjVqZAwYMMCw2WymdadPn85V3Cge0tPTjUOHDhmGYRgJCQmGJGPcuHE5Hh8XF2dIMl588UWXfb/88ktDkjFv3jxT+3vvvWdIMj7//PNcxY7i4eDBg47/X7t2baN58+a5Gv/CCy8YgYGBxuHDh03tV69edXz2Gsa1udy0aVOjRYsWpv1XxjHY77//fnMJ5CF+Y1lA6tev73T2Jz8cPXpUv/zyi8aOHatSpUo52ocNG6YyZcro//7v//I9BhS8mjVrysfHJ9+3U7ZsWf34448qX768qT3jMusNGzbkewwoeBUrVsz2zGJ+ePXVV7Vr1y699957BbpdFLzg4GBVrFixQLb16aef6sCBA3r55Zfl4eFhWlehQoUCiQEFy2KxqH79+gWyrbi4OElSw4YNTe2NGjWSJF28eLFA4kDBynzmOjcuX76sOXPm6KGHHlK9evVM63x9fU2fvdu2bdO+ffs0YcIE0/5r/Pjx8vb2vuFPTgoSl8IWI8ePH9eECROUnJys6tWr66677lKbNm1MfbZu3SpJTpcDWa1WtWzZUlu2bCmweFG8JCcna+LEibp06ZLKly+vvn37ql+/fqY+NypeDx8+LEkKCQnJ7zBRjM2aNUspKSkKCQlR165ddffdd2d5Wdj+/fv13HPPufz9JXC9Dz74QJ999pn8/PzUpk0bjRw5UkFBQaY+K1asUPny5RUUFKRZs2bpyJEjCg0NVf/+/XP8m07cmlavXq1Dhw7Jw8NDjRs31qhRo1S5cmVTn/79+ysgIECffvqpbrvtNlmtVhmGoUWLFsnf3585Bifr1q3TlStX1K1bN3300UfasGGD7Ha7WrVqpfHjx5v2YTc6xvfz81OjRo2KxDE+ZyyLCR8fH3Xv3l1t27ZVx44d9ccff6ht27Z65plnTP1OnTolSU5nlDLaYmNjZbPZCiRmFB8Wi0W9e/dWvXr11LNnT124cEEDBgzQkCFDlJaWlu1Ym82mGTNmyGq1asSIEQUUMYqb9u3bq169eurbt698fX01YcIEtWvXTrGxsaZ+qampGj16tNq1a6dHHnmkkKJFcVO3bl01a9ZMffv2VeXKlfXcc8+pYcOG2rdvn6lfRESEbDabmjRpoqioKPXq1Uvp6ekaNGiQJkyYUEjRo6grW7as2rVrp169eqlx48ZasGCB6tevrxUrVpj6Va1aVb///ruOHTumevXq6Y477lC9evW0f/9+bdy4Mcvf/OLWFhERIUmaMmWK5s2bp7Zt26pZs2Z6+eWX1axZM0VFRTn6ujrGj46OLpigs8EZy2Lim2++Md30YvLkyZo8ebJeeuklde/e3XFmKTU1VZLk6en81mbc7S45OTlXP1xHyffvf//bNL8efPBBdevWTQ8++KBeffVVPf300zcc+/jjj2v79u16/vnnHZf7ANcbPny4Jk+ebGq799571aVLF02ZMkVffPGFo33mzJk6fPiw9uzZw42gkCMtW7ZUeHi46Y6uDz30kJo1a6YRI0Zo//79jvakpCRduHBBTzzxhF599VVJ1y4jK1eunGbPnq277rqLs0owCQgIUEREhOmKnClTpqhDhw4aM2aMjh8/7riRos1m09tvv61du3Zp4sSJaty4sQ4fPqy3335bb731lt577z3uPAyTpKQkSdfuuL9x40b5+flJkgYNGqTGjRvriSee0NKlSyW5PsbP7Y1B8wNnLIuJzHdSlOQ42F++fLmjLaNgzJio10tMTJTVapW/v38+RYniKqv59cADD6hMmTKm+ZXZ888/r3feeUfjx4/XrFmz8jFCFGdhYWFObR06dFCPHj30zTffyG63S7r2+5E5c+Zo5syZTr81AW4kODjY6WC9cuXKGjNmjMLDwx2X6kty3Cl7zJgxpv7jxo2TJP3www/5HC2KG09PT6efefj6+mrq1Km6fPmy1qxZ42h/99139f777+ujjz7Syy+/rLFjx+pf//qXlixZooULF+qtt94q4OhR1GXsk4YOHeooKiWpXr166tSpk2mf5OoYP6dPAshPFJbFWPny5WWxWEw/Bq9bt66ka8/TyezkyZOqXbs2ZwGQYxUqVLjhzQZeeuklvfjiixo7dqw++OAD5hVyrUKFCkpJSXF8SG7btk3p6enasmWL7r77bsd/UVFRiomJ0d13383NfJBjGTfjuX4flvGFRZkyZUx9M5bj4+MLJjgUe1nNr3Xr1snDw8PpueF9+vSRn59fls+Lxq3tRvukjLakpCTHmUpXx/gZ6wsThWUxtmvXLhmGoTp16jjaunTpIm9vb/3yyy+mvnFxcdq9e7d69+5dwFGiuLp8+bKOHj1qml8Z3njjDT3zzDMaNWqUPvzwwwK54zFKFsMwtHv3bpUvX97xLWv//v21dOlSjR49WsOHD3f8FxwcrMDAQA0fPlxt27Yt5MhRXOzcuVMWi0W1atVytPXt21eSTGcxr1/meanIqZ07d0qS6TPSx8dHdrtdiYmJpr4pKSlKSUmRr69vgcaIoq979+7y9fV12idJ1/ZLVatWddzk7rbbbpPFYnE6xj958qSOHTtWNI7xC/lxJ7ckV8+xnDZtmjF27FjH8u7du40ff/zR1Cc6Otpo3bq14efnZ0RGRprWTZkyxShVqpSxZ88eR9ukSZMMHx8f48iRI3mUBYoqV8+xnD9/vjF06FAjNjbWMAzDOHfunPHxxx8baWlpjj4JCQnGsGHDDIvFYvzwww+m8RnP4xo1apTTc+BQ8rl6juX3339vDB061Ni2bZuj7e233zYSEhIcyzabzZgxY4YhyfjPf/7jcps8x/LW4eo5lnv37jWGDh1qLFu2zNH28ccfOz1bd/HixYbFYjFGjRplak9MTDSqV69udO3a1bhy5YphGNeeFde3b1/D398/V89aRfHj6jmWly9fNoYOHWrMnTvX0fbtt9+anlNoGIaxefNmIygoyGjevLnpc3Dp0qWGJOOxxx5zPLs8PT3deOqppwxJxqeffpr3SaFIcfUcy4ceesiYPHmyqe2pp54yvL29je3btzvaFi5caEgy5syZY+o7cuRIIzQ01Dh69KhhGNee+TxixAgjKCjIaT9YGLh5TwH54osvtGzZMknSkSNHdPXqVd19992SpJ49e2rSpEmOvmvWrNGJEyccyyEhIXr++ecdz7hJSUnRzp07VbVqVf30009O37C+8sorOn/+vDp06KDu3bsrOjpa0dHRWrZsWZZnn1D8bdmyRXPnzpV07Uy2JN1///3y9vZWzZo19corrzj6bt++XcuXL9fcuXNVtmxZlSpVShs2bNCzzz6rmjVrytfXV7t27ZKXl5cWLVqk/v37O8ZGRkbq0UcflYeHhxITE3Xvvfea4ujYsaOefPLJAsgYBenMmTOOm+8cO3ZMkvTCCy84LkvN2LdJ1/Zvy5cv1+jRox1nF8+ePavGjRurfPnyKlOmjMLDwxUXF6fZs2dr+vTpBZwNiqKRI0cqNTVVFy5ckCR99NFH2rhxoySZHjtz9uxZLV++XC1atHCMtdls6tq1q/z8/FS5cmUdPXpUx44d04QJEzRv3jzTdvz8/LRq1SoNGzZMderUUfPmzRUeHi7DMLRixQrVqFGjQPJFwXr22WcVERHh+D33L7/84jgGe/zxx9W1a1dJ184sZr6vgL+/v0aNGqWkpCTVrFlTZ8+e1e7du9W3b1998MEHpucJ3n333Xrttdf04osvauXKlWrQoIEiIiJ07tw5zZkzRyNHjiygjFGQ/vvf/+qnn36SdO3z0tPT0zG/Bg8erLFjxzr6rly50unM9b///W/FxcWpa9euat++vZKSkrRnzx499dRTmjZtmqnv+++/rxEjRqh58+bq1q2bjh07pkuXLjkepVTYLIZhGIUdxK0gPDxcBw8ezHJdjRo1TM+jXLt2rZKSkjR48GBTv9jYWIWHhysxMVG1a9d2egBvZsePH1d4eLgCAgLUoUMHLsEowaKjo7V58+Ys14WEhKhXr16O5R07dujEiRMaMGCA6Yfily5d0v79+3XhwgVVrlxZzZs3d7rz2KVLl0w3KsisSpUq6tChg5vZoKhJTEzUqlWrbrg+4wNUuvblw+7du9WpUydVqlTJ0Z6cnKzw8HBFR0erTJkyatmypWn+ZWfNmjUyDEN9+vS5+SRQpH399deOg/7M+vTp43iWW2xsrDZs2KAmTZqYHkput9t18OBBHT9+XAEBAWrRooVCQ0NvuD3DMLRz505FR0erbNmyatOmDXfrLMHWr1/v+NIis3bt2qlatWqSrt11c8WKFVl+lkVGRioiIkKenp5q0qSJaf+WWWJiog4dOqTTp0+rQoUKatCgAXfjL8F27dqlo0ePZrmufv36atq0qWP5hx9+kNVqdXpOuHTtWG7Pnj2yWq1q06ZNlje+yxAREaGIiAgFBwerffv2WT4TujBQWAIAAAAA3MIdNwAAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAAAAC4hcISAAAAAOAWCksAAAAAgFsoLAEAAAAAbqGwBAAgB6ZNmyZfX9/CDiPHHnjgAYWFhbn9OjNnzlTDhg2Vnp6eB1HdnKeeekqtW7cu1BgAANmjsAQAoJiaPHmyAgIC8u31T506pblz52r27NmyWgvvkGH69OmKiIjQxx9/XGgxAACyR2EJAACy9MYbbyg4OFhDhw4t1DjCwsJ077336j//+Y8MwyjUWAAAWaOwBAAATlJSUvTRRx9p5MiR8vDwKOxwNHr0aB05ckTr1q0r7FAAAFmgsAQAFLgVK1bIYrFo27ZtjrZff/1VFotFjRo1MvUdM2aMKleu7FieO3euLBaL47/g4GD16NFDq1evdvR5+eWXZbFYdPDgQadtv/POO7JYLNq1a5ejbd++fRo6dKjCwsLk4+Ojhg0bav78+TnKJSdjM37vmJCQoPvuu0/BwcEKCQnRuHHjdOXKFafX/OKLL9SkSRP5+vqqYcOGWrp0qd544w1ZLBadOXNGknTHHXfo7bffVmJiounvcerUKdNr5XSbmf3++++6cOGCbrvtNqd1/fr1U4sWLZzaM96b8+fPO+UeFxen4cOHKzg4WJUqVdKbb74pSTp//rxGjBihkJAQlSlTRs8880yWZyU7d+4sX19frVixwmXsAICCR2EJAChwPXv2lKenp6kYXLt2rUqVKqWDBw+aiqOff/5ZvXv3dixPmzZNhmHIMAzZ7Xbt3btXTZs21eDBg7Vnzx5J0n333SdPT08tXLjQadsLFy5UixYt1LJlS0nS5s2b1b59exmGoY0bN+r8+fOaPXu2nn32Wc2YMSPbPHIz1jAMTZ48WcOHD9epU6f0+eef66uvvtLTTz9t6vfFF19oxIgR6t+/v06cOKHVq1drzZo1Wr9+vanf999/r0mTJsnf39/x9zAMQ1WqVMn1NrOyceNGSVKbNm1c9nXFMAw99thjeuihhxQVFaXZs2dr6tSpWr58uR544AFNmDBBf/75p+bOnauXXnpJn3zyidNreHl5qXnz5tqwYYPb8QAA8oEBAEAh6Ny5s9GlSxfHcvv27Y3JkycbgYGBxsKFCw3DMIx9+/YZkozFixe7fL0qVaoYU6dOdSwPGTLEKFeunJGWluZo27NnjyHJmD9/vqOtZcuWRoMGDYzU1FTT67300kuGt7e3cfbsWcMwDOPJJ580fHx8TH1yOnbChAmGJOOrr74y9Zs4caLh6+tr2O12R1uNGjWMjh07mvrZ7Xajfv36hiTj9OnTjvZJkyYZ/v7+Wf49crPNrDzwwAOGh4eHkZ6e7rSub9++RvPmzZ3aX3nlFUOSce7cOac4vvnmG1PfVq1aGf7+/sayZctM7W3btjW6du2aZUxDhgwxQkNDs40bAFA4OGMJACgUvXv31pYtW5SQkKD4+Hjt2LFDAwYMUI8ePfTTTz9JktasWSNJ6tWrl2PclStX9Mwzz6hBgwby9fU1XQIaGRnp6DdhwgTFxsbq+++/d7QtWLBAvr6+GjlypCQpOjpau3bt0pAhQ+Tl5WWKr1evXkpNTdXmzZuzjD+3Yy0Wi/r372/q16RJEyUnJysmJkaSdPz4cZ04cUKDBg0y9bNarRo4cGA2f82s5WSbNxIfH6+AgABZLJZcbzerOPr162dqa9CggRITE53ia9iwoY4dO5bl6wQFBenSpUtuxwMAyHsUlgCAQtG7d2/ZbDatW7dO69atk4eHh7p166bevXtr7dq1MgxDa9asUbNmzVS+fHnHuOHDh+u///2v5syZo5iYGNntdhmGoQYNGigtLc3Rr3///qpUqZIWLFggSUpNTdWnn36qu+66S6GhoZLk+L3inDlz5OnpKQ8PD3l4eMhqtTouAb1w4UKW8ed2bGhoqNNzMIOCgiRdK+Ku71+uXDmn7WXV5kpOtnkjISEhunLlSp7chTU0NFQ+Pj6mtsDAQAUFBcnPz8+p/UaxXb58WSEhIW7HAwDIexSWAIBC0a5dOwUFBemnn37SmjVr1LlzZ/n7+6tPnz46f/68tm7dqg0bNph+X3nhwgWtXLlSjz/+uAYPHqzSpUvLarUqPT1dJ0+eNL2+h4eH7rvvPq1atUqnT5/WN998owsXLmjChAmOPmFhYZKkF154QTabTXa7XXa7Xenp6Y7fLN5///1Zxp/bsTk581emTBlJUmxsrNO6rNpccedsY/Xq1WW323Xu3Lkcj7m+sM9JHLmN7/Tp06pevXquxgAACgaFJQCgUHh6eqpnz56OwjKjgKxfv76qVaumWbNmKTEx0VRYZhQimc9+LVu2TFevXnXaxoQJE5Senq6PP/5YCxYsUM2aNdWzZ0/H+urVq6tp06b66quvZLPZchW/O2NvpGbNmqpRo4ZWrlxpajcMQz/88INTf39/f6WmpubJtjPr0qWLJGnHjh1Zro+JiXE6m3ngwIF8iUW6VrTu2bNHXbt2zbdtAABuHoUlAKDQ9O7dW5GRkTp69Kj69Oljal+9erV8fHxMhUTp0qXVuXNnvf3229q+fbsSEhL07bffav78+WrYsKHT69eqVUs9evTQ/PnztXbtWt1///1OZ8nef/99HTp0SMOGDdOuXbuUlJSkqKgoff311+rZs6cSExNvGL87Y2/k3//+tzZt2qTp06fr7NmzOnXqlCZOnKh69eo59W3SpInS0tK0atUq2e32XG8rOx07dlSZMmVu+NzIc+fOafr06Tp//rwuXbqkjz76SF988YUkOT3yJC9s2rRJycnJGjx4cJ6/NgDAfRSWAIBCk3E2skyZMo7Hf1zf3qlTJ6ff4C1ZskTt2rVT3759VaVKFX3yySdasmSJvL29s9zGAw88oOjoaEnXHkOSWceOHfXHH38oICBAd9xxh0JCQtS1a1d99tlnmjVrlvz9/W8Yvztjb2TEiBH67LPP9P3336tatWrq1auXbr/9dnXq1EmS+WztiBEjNH78eI0ZM0ZeXl5ZPsfyZvn4+Gj8+PH67LPPsixaGzVqJLvdrhYtWqhatWpavHixfvjhB9WuXVu33367du/enSdxZFi8eLHq1q2b5XM1AQCFz2Lkxa/yAQBAvnrssce0YMECXblyRVZrwXwvHB0drXr16unDDz/UPffc42jv16+fzpw5k+fF442cP39eNWvW1Lx58zR+/PgC2SYAIHc4YwkAQBGXlpam7777Tl26dCmwolKSKleurKeeekqzZs1Senp6gW03szlz5qhu3boaN25cocUAAMgeZywBAChCzp49q2effVaTJ09WvXr1dPLkSc2YMUPfffed1q9f77ipTmEq6DOWAICijzOWAAAUIeXLl1fXrl31yCOPqEKFCurQoYMuXbqkNWvWFImiEgCArHDGEgAAAADgFs5YAgAAAADcQmEJAAAAAHALhSUAAAAAwC0UlgAAAAAAt1BYAgAAAADcQmEJAAAAAHALhSUAAAAAwC0UlgAAAAAAt1BYAgAAAADcQmEJAAAAAHALhSUAAAAAwC3/H0nIHZWB3XDaAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" wavelength_um | \n",
" out | \n",
" monitored_total | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" 1.50 | \n",
" 10.378269 | \n",
" 10.378269 | \n",
"
\n",
" \n",
" | 1 | \n",
" 1.55 | \n",
" 29.453333 | \n",
" 29.453333 | \n",
"
\n",
" \n",
" | 2 | \n",
" 1.60 | \n",
" 8.505005 | \n",
" 8.505005 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" wavelength_um out monitored_total\n",
"0 1.50 10.378269 10.378269\n",
"1 1.55 29.453333 29.453333\n",
"2 1.60 8.505005 8.505005"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"wavelengths_um = np.asarray(spec.wavelengths_um)\n",
"powers = {\n",
" port.name: np.abs(np.asarray(sparams[(port.name, spec.input_port.name)]).squeeze()) ** 2\n",
" for port in spec.output_ports\n",
"}\n",
"total = sum(powers.values(), start=np.zeros_like(wavelengths_um))\n",
"if len(powers) > 1:\n",
" stack = np.stack(list(powers.values()))\n",
" uniformity = np.std(stack, axis=0) / (np.mean(stack, axis=0) + 1e-30)\n",
"\n",
"golden = np.load(f\"benchmarks/goldens/{CASE_ID}.npz\", allow_pickle=True)\n",
"colors = plt.cm.viridis(np.linspace(0.1, 0.9, len(powers)))\n",
"fig, ax = plt.subplots(figsize=(9, 4.8))\n",
"for (port_name, values), color in zip(powers.items(), colors, strict=True):\n",
" ax.plot(wavelengths_um, values, \"o-\", color=color, label=f\"FDTDX · {port_name}\")\n",
" ax.plot(wavelengths_um, golden[port_name], \"x--\", color=color, alpha=0.65, label=f\"Tidy3D · {port_name}\")\n",
"ax.set(xlabel=\"wavelength (µm)\", ylabel=\"normalized modal power\", title=\"Port spectra\")\n",
"ax.grid(alpha=0.25)\n",
"ax.legend(ncol=2, fontsize=8)\n",
"plt.show()\n",
"\n",
"table = pd.DataFrame({\"wavelength_um\": wavelengths_um, **powers, \"monitored_total\": total})\n",
"if len(powers) > 1:\n",
" table[\"relative_port_std\"] = uniformity\n",
"table"
]
},
{
"cell_type": "markdown",
"id": "2af3df30",
"metadata": {},
"source": [
"## Reproduce and refine\n",
"\n",
"The notebook output above is retained from a real local execution. For a scientific\n",
"result, rerun after reducing `spec.dl_um`, increasing the time ceiling, and checking\n",
"port placement. The benchmark command below applies the catalog's frozen-reference\n",
"tolerances and records the result in `progress.json`."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "212fd919",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:36:54.697084Z",
"iopub.status.busy": "2026-08-16T19:36:54.696873Z",
"iopub.status.idle": "2026-08-16T19:36:54.699651Z",
"shell.execute_reply": "2026-08-16T19:36:54.699023Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"uv run fdtdx-bench run --case device_euler_bend\n"
]
}
],
"source": [
"print(\"uv run fdtdx-bench run --case device_euler_bend\")"
]
}
],
"metadata": {
"fdtdx_execution": {
"executed": true,
"working_directory": "repository root"
},
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.13"
},
"mystnb": {
"execution_mode": "off"
}
},
"nbformat": 4,
"nbformat_minor": 5
}