{
"cells": [
{
"cell_type": "markdown",
"id": "f33755e1",
"metadata": {},
"source": [
"# Polarization splitter-rotator: TE/TM routing\n",
"\n",
"This notebook reconstructs the full 44 µm asymmetric taper and directional-coupler\n",
"section from the official Tidy3D PSR example. Separate TE₀ and TM₀ launches are run\n",
"through the same geometry; actual field phasors and desired/leakage port spectra are\n",
"plotted for both inputs."
]
},
{
"cell_type": "markdown",
"id": "cae7fda3",
"metadata": {},
"source": [
"## Imports and parameters"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "eb212060",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:45:26.200203Z",
"iopub.status.busy": "2026-08-16T19:45:26.200087Z",
"iopub.status.idle": "2026-08-16T19:45:29.149865Z",
"shell.execute_reply": "2026-08-16T19:45:29.149357Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" value \n",
" \n",
" \n",
" \n",
" \n",
" domain_um \n",
" (3.855, 74.86666666666666, 1.4) \n",
" \n",
" \n",
" wavelengths_um \n",
" (1.45, 1.525, 1.6) \n",
" \n",
" \n",
" center_wavelength_um \n",
" 1.525 \n",
" \n",
" \n",
" axis_grid_pitch_um \n",
" (0.03, 0.04, 0.03) \n",
" \n",
" \n",
" maximum_time_ps \n",
" 2.0 \n",
" \n",
" \n",
" PML_cells \n",
" 8 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" value\n",
"domain_um (3.855, 74.86666666666666, 1.4)\n",
"wavelengths_um (1.45, 1.525, 1.6)\n",
"center_wavelength_um 1.525\n",
"axis_grid_pitch_um (0.03, 0.04, 0.03)\n",
"maximum_time_ps 2.0\n",
"PML_cells 8"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import os\n",
"os.environ.setdefault(\"XLA_PYTHON_CLIENT_PREALLOCATE\", \"false\")\n",
"from time import perf_counter\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"import fdtdx\n",
"from IPython import get_ipython\n",
"\n",
"from benchmarks.cases.device_polarization_splitter_rotator.run import (\n",
" DL_UM, DOMAIN_UM, PML_LAYERS, RUN_TIME, UM, WAVELENGTH0_UM,\n",
" WAVELENGTHS_UM, _scene,\n",
")\n",
"from benchmarks.device_geometry import polarization_splitter_rotator_vertices_um\n",
"\n",
"get_ipython().run_line_magic(\"matplotlib\", \"inline\")\n",
"pd.Series({\n",
" \"domain_um\": DOMAIN_UM,\n",
" \"wavelengths_um\": WAVELENGTHS_UM,\n",
" \"center_wavelength_um\": WAVELENGTH0_UM,\n",
" \"axis_grid_pitch_um\": DL_UM,\n",
" \"maximum_time_ps\": RUN_TIME * 1e12,\n",
" \"PML_cells\": PML_LAYERS,\n",
"}, name=\"value\").to_frame()"
]
},
{
"cell_type": "markdown",
"id": "4e5c2a16",
"metadata": {},
"source": [
"## 1. Exact asymmetric geometry"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "c9bdebd1",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:45:29.150960Z",
"iopub.status.busy": "2026-08-16T19:45:29.150836Z",
"iopub.status.idle": "2026-08-16T19:45:29.236254Z",
"shell.execute_reply": "2026-08-16T19:45:29.235727Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"wide, narrow = polarization_splitter_rotator_vertices_um()\n",
"fig, ax = plt.subplots(figsize=(5.5, 11))\n",
"ax.fill(wide[:, 0], wide[:, 1], color=\"#55c2b5\", alpha=0.75, label=\"wide silicon guide\")\n",
"ax.fill(narrow[:, 0], narrow[:, 1], color=\"#8e44ad\", alpha=0.75, label=\"narrow silicon guide\")\n",
"ax.set(xlabel=\"x (µm)\", ylabel=\"y (µm)\", title=\"Full taper and coupler geometry\", aspect=\"equal\")\n",
"ax.legend(); plt.show()"
]
},
{
"cell_type": "markdown",
"id": "2c952ec2",
"metadata": {},
"source": [
"## 2. Build TE and TM scenes and inspect voxelization"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "604ec86d",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:45:29.237455Z",
"iopub.status.busy": "2026-08-16T19:45:29.237319Z",
"iopub.status.idle": "2026-08-16T19:45:53.674524Z",
"shell.execute_reply": "2026-08-16T19:45:53.673924Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/hoodlab/github/fdtdx-hoodlab/.venv/lib/python3.12/site-packages/tidy3d/components/mode/derivatives.py:17: FutureWarning: Input has data type int64, but the output has been cast to float64. In the future, the output data type will match the input. To avoid this warning, set the `dtype` parameter to `None` to have the output dtype match the input, or set it to the desired output data type.\n",
" dxf = sp.csr_matrix(sp.diags([-1, 1], [0, 1], shape=(Nx, Nx)))\n",
"/home/hoodlab/github/fdtdx-hoodlab/.venv/lib/python3.12/site-packages/tidy3d/components/mode/derivatives.py:32: FutureWarning: Input has data type int64, but the output has been cast to float64. In the future, the output data type will match the input. To avoid this warning, set the `dtype` parameter to `None` to have the output dtype match the input, or set it to the desired output data type.\n",
" dxb = sp.csr_matrix(sp.diags([1, -1], [0, -1], shape=(Nx, Nx)))\n",
"/home/hoodlab/github/fdtdx-hoodlab/.venv/lib/python3.12/site-packages/tidy3d/components/mode/derivatives.py:49: FutureWarning: Input has data type int64, but the output has been cast to float64. In the future, the output data type will match the input. To avoid this warning, set the `dtype` parameter to `None` to have the output dtype match the input, or set it to the desired output data type.\n",
" dyf = sp.csr_matrix(sp.diags([-1, 1], [0, 1], shape=(Ny, Ny)))\n",
"/home/hoodlab/github/fdtdx-hoodlab/.venv/lib/python3.12/site-packages/tidy3d/components/mode/derivatives.py:64: FutureWarning: Input has data type int64, but the output has been cast to float64. In the future, the output data type will match the input. To avoid this warning, set the `dtype` parameter to `None` to have the output dtype match the input, or set it to the desired output data type.\n",
" dyb = sp.csr_matrix(sp.diags([1, -1], [0, -1], shape=(Ny, Ny)))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Anisotropic Yee grid: (145, 1888, 63)\n",
"Time-step ceiling per launch: 32,318\n"
]
},
{
"data": {
"image/png": 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ACu96qXQEjsFKrRQbvibn1pYvDNIeJrVCfFKsn29stFOZQEhz2H47gbw6RUqHYDNOPlEOK7VCPG5U/gue8HKVH0eyBya1QtxvMFFJHmy/FSLZkNN6f5N8gcjEDAlFtowGOoBZZfHIhZVaIfqMsud636513csyRkJaw6RWiC6f7TfJg+23QnR5la/U/p65MkYiD7O4+VATtcUjF1ZqheiMlU/URfV/kzES0homNZHGsP12YmZfL+iy8pQOo1RFKhz9Vls8cmGldmaSa/yQkm2Y1EQaw/bbiZn17qr9rcz2Wzlq/ZmgSjDr3ZQOgVSISU2kMWy/nZjZQ72/k81Cglmoq91VWzxyUe9PBVUo35ftN5XEpCbSGLbfTiy3lhv8lA6iDBz9Vg4rNZHGMKmJNIbttxPLV2vvDaAIOhSprGY43+Ubq0ZdnzrZpNBb6QhIjZjURBrD9tuJFVZTOoKyCRVOPhEqi0curNQqYvb3sWn9glqVvyQSuQ4mtYoU+noqHQJpANtvFcmr6QHPxMqvHxkRh2yVTj/h5BPlsFKrSG4tzuWmO8ekVtDQC72tnt+oq1AgpClMagUdPBNm9Ty3gW0DXx+Ffm3PcOyqSOhU+XAFrvEuVco73sPqeWREnE3b13Wrbs9wSCOY1ArijedJDhz9VpDPVe3ORjZDglllNcMM17jvjro+dZkVFBTAaDRWuE5qairMZvlvYOeZWSj7Mcj1uERSHzt2DAMHDkRQUBBCQkIQEhKCBQsWlFjvlVdeQY0aNdCwYUMEBwdj/fr1ssblkanOu2uQc3OJpN6+fTuee+45pKamIisrCx9++CEmT56MHTt2WNZZtGgR5s+fj507dyIrKwtvvfUWHn/8cRw5ckS2uGy5SZ6zKZ58oraHK3CJpH755ZfRq1cvuLvfHEJ4+OGH4evri7/++suyzoIFCzBixAh07twZkiRhzJgxaNmyJT755BOlwiaFpaen48MPP0SHDh3QpUuXKq/jaC6R1ACQn5+PxMREnD59GjNnzkT16tUxZMgQAEBOTg7++usvREdHW23TvXt3HDx4UIlwSQW6d++OuLg4REZGIi6u9D83VmYdR3OZ0e8TJ05gyJAhSE9Ph06nw9KlS2EwGAAAqampEEKgVq1aVtvUqlUL165dK3OfJpMJJpPJ8rx4EE6SAKmSvy7Nt02IKG07s9DdOpWx5IuVPY4VnXQrRvnaUTVO9igSto1+Hz16FJ6ennjvvffuaB1Hc5mk7tSpExITb54t8fnnn2PEiBHw9PTEkCFDoNPd/OErLLQejS4oKICbW9nzsWNjYzF37twSy2s1DICXyRuiEgPoVzPCrZ43CK9RYp1rGeHIzAkBIEGSzBWuXxERBASFBSC/KB84YPPmLsPTs+Kz5iqzjqO5TFL/0yOPPIKlS5diw4YNGDJkCOrUqQN3d3ekpFjPBrly5QpCQkLK3M+MGTMwffp0y3Oj0QiDwYDUixm4asyrVFLXDjhr9Tz+bESJdYICzgIQCAo4B91tSV3a+hURSSmAEEg8dcXmbbXg9j9r6vV66PV6haKxP3X1RzIp7W/Oqamp8PG5eVECT09PREVF4aeffrK8LoTAjz/+iB49epS5X71eDz8/P6vHzW0BYa7cQyeZrR5lrSNJosS6Za1f8UPcilG+yRg3J5+o7wEABoMB/v7+lkdsbKxsn4MSXKJSd+nSBS+88AJatWqFrKwsLF26FH/++ScWLlxoWWfWrFkYMGAAPvroI8TExODjjz+G0WjElClTFIyc5JCQkGD5BQxAU1UacJFKvWzZMnzzzTcYMmQIJkyYAJPJhMOHDyMqKsqyTt++ffHll19i06ZNGDx4MJKSkrB7927Ur19fwchJDrd3V1pLapeo1C1btsTq1asrXG/QoEEYNGiQAyLSPrMKr/vtKnO/XSKpiapi9OjR2LNnDzIyMpCRkYG77roLAPDjjz+iUaNGlV7H0ZjURGV48803kZOTU2J58fyGyq7jaExqkoUWJp8EBwfbZR1HU9enTkR3jElNpDFMaoX1+GOw0iHIwgydKh+uwDXepYolnqutdAikMUxqhdU8yQv4k31x9Fth3qnWFx80+3lr4oooRUJCkcruMqm2eOTCSq0w/W0XHyzw91IoEtIKJrXCPNKtLz5oqsHmie4Mf4IUdnurnVvLzeo+lmY/b8cGZCdFKpz7XeQic7/V9akTrrfW7gX+yTGY1CpTv+lVpUMgJ8f2W2X2tNyCARhieV7o55zn+pqFrtQLJSrJbOPcb2elrk+diO4Yk5pIY9h+q1xeTY+KV1Ihjn4rR12fOhHdMSY1kcaw/Va53FrOecKHGeqbay3/HcfVgZWaSGOY1EQaw/Zb5W7UUTqCqlHjlUbUFo9cXONdErkQJrXaqWusiZwA22+Vy21QoHQIVaLO636rKx65uMa7JHIhTGoijWH7rULC2xNSbj4AIDIiTuFoquafN3lXC7XFIxdWahXKr1VN6RDIiTGpVSjfnw0UVR1/elToRm03+N7698ZGO1V3BZHK4Oi3clzjXarc0Au9rZ7fqKtQIKQJTGoVOHgmzOq5s/5tmtSB7bcKeMdbX90kMiIO2VZX/y6bWm/To84rn6grHrm4xrtUOZ8U6+cbG+1UJhDSBCa1Ctx+kzyiO8H2WwW8rlf9O3Shnx6eKmy/zUKCWW1XPlFZPHJhpVYB96x8pUMgDWFSq4BUwPab7IfttwpIN0xV3javpgc8E+0YjJ2YVTj6zSufEJFTYlITaQzbbyd3+03q1UKdd71UVzxycY13SeRCmNREGsP228mp9brgRZBQpLIrjagtHrmwUhNpDJPayRXyykd0G7bfTq6gljrPvebot3Jc410SuRAmtZOTPFzlrstUWWy/nVynxpcqfZUURyqC+kabXeW0GVZqIo1hUhNpDNtvJ7ex0U4MwBClwyiBo9/KcY13SeRCmNQqZfbzVjoEclJsv1XK7OWhyut5VxZvu6Mc13iXTsjsyf8aqhr+5KiUKcCj4pWISsH2W6WcvVMUKrzpvFBZPHJx8h8d7Sr04X8NVQ1/clSqwMc1qgrZH9tvkgVHv5XjGu/SCfDG82QvTGq1EkoHQM6K7bdaOflXat71Ujms1Cpx8EyY1fPcBuq8TBGpH5OaSGPYfpMsilR410u1xSMX13iXTkhyja9/JAMmtUp4x1vP9e4UHqdQJOTs2H6rhcb+hMXRb+WwUhNpDJOaSGPYfpMszNDBrLKaUdV4zGYzhBBwc3Ozc0TyUNenTqQiJ06cwMSJE+Hv74+QkJBS10lNTcXQoUNRrVo1VKtWDUOHDkVqaqqDI7XGpCYqw3PPPYc2bdpg+vTpZa4zdOhQXLp0CadPn8Zff/2FuLg4DB061IFRlsT2m2RRJCQUqWy02dZ4duzYAQB47733Sn392LFj+Pnnn7F//340aNAAAPD++++jR48eOH78ONq2bXtH8VYVKzVRFe3fvx96vR5RUVGWZdHR0fD09MT+/fsVi4uVmlyO0Wi0eq7X66HX623ez5UrVxAYGAjpH9P/dDodatWqhStXrtxxnFXFSk2yKJ58orYHABgMBvj7+1sesbGx9n3vZrNVojsaKzW5nISEBPj5/e/2v1Wp0gAQHByMtLQ0mM1m6HQ366PZbEZaWhrq1lXu0jWs1ORy/Pz8rB5VTero6GiYTCar78979+5FQUEBunbtaq9wbcZKTbIQKrzrpbAxHrPZbHkAQGFhIQDA3f1m2rRu3Rp9+vTB1KlT8dlnnwEAnn32WfTp0wetW7e2Y+S2UdenTqQi999/P7y8vDBz5kykpqbCy8sLXl5eOHv2rGWdDRs2oEWLFoiKikJUVBRatWqFDRs2KBg1KzVRmb777rsK16lRowZWr17tgGgqj0lNsiiChCKVXT1RbfHIxaXa74yMDGRmZpa7Tm5uLhITEy3fn4icjUsk9Zo1a9CqVSuEhYXBYDCgRYsW+Pnnn63WEULgueeeQ40aNdCmTRvUrl0bK1asUChioqpziaTeu3cvNmzYgPT0dKSnp2PgwIEYNGgQkpKSLOt8/PHHWLZsGQ4cOIC0tDTMnz8fY8eOxe+//65g5M7LLNQ4AUXpT8UxXCKpP/30U7Ro0QIA4ObmhlmzZiE7Oxu//fabZZ1Fixbh8ccft0zCHz58OFq3bo3FixcrETJRlblEUt/uzJkzAGA5RzY7OxunT59Gly5drNbr1q0bDh8+7PD4iO6Ey41+5+XlYdKkSYiOjracXZOWlgYACAwMtFq3Vq1a5Z7wbjKZYDKZLM+LTxSQJECy8delDrCarCEJCZLu5jKz0EEIqczJHLYeCzrpVozyjQabVTj5RG3xyMWlkrqgoACPPPII0tPTsXfvXsuk++J5uwUF1re6yc/PL/cSNrGxsZg7d26J5bUaBsDL5A1hrnxsen8fXM0Itzyvl18LeeE3lwmhQ2ZOCAAJklRypw3Ca1T+QABEEBAUFoD8onzggE2bkhNwmaQuTug//vgDv/zyC+rVq2d5rW7duvDw8EBKSorVNikpKahfv36Z+5wxY4bVVTGMRiMMBgNSL2bgqjHPpqS+2FaP2gH/m6mUfD0E2Wd9UTvg7K0KIxAUcA66UpI6/mxE5Q8EQCSlAEIg8ZRypweSfFyiHyksLMSwYcNw4sQJ7N69GwaDwep1Dw8PdO3aFdu3b7csM5vN2L59O3r27FnmfvV6fYmTAwBACECYbXuYAegks+UhJAFh/t8ySRJWr1uta+OxhFncilG+4WAzJFU+XIHmK7UQAo899hh27dqFTZs2IT8/H+fPnwcABAUFwd/fHwAwe/Zs9O3bF++88w5iYmKwYMEC5Obm4plnnlEyfCKbaT6pCwoKcPToUdSsWRPjx4+3em3WrFkYNWoUACAmJgZbt27F+++/j9WrV6NZs2bYu3evVZtO5Aw0n9Senp6WylyRfv36oV+/fjJH5Bq0cOFBZ+US36mJXAmTmkhjNN9+kzI4+UQ5rvEuiVwIk5pIY9h+kyzMUOFN511k8gkrNZHGMKmJNIbtN8lCqHCutVBZPHJhpSbSGCY1kcaw/SZZ/PMuk2qhtnjkwkpNpDFMaiKNYftNsuDcb+W4xrskciFMaiKNYftNsuDot3JYqYk0hklNpDFsv0kWarzOttrikQsrNZHGMKmJNIbtN8mCo9/KYaUm0hgmNZHGsP0mWbD9Vg4rNZHGMKmJNIbtN8mC7bdyWKmJNIZJTaQxbL9JFmy/lcNKTaQxTGoijWH7TbIQUN+pjkLpAByElZpIY5jURBrD9ptkwdFv5bBSE2kMk5pIY9h+kyzYfiuHlZpIY5jURBrD9ptkwfZbOazURBrDpCbSGLbfJAu238phpSbSGCY1kcaw/VaJsM9SMOCzIUqHYTdCSBAqa3fVFo9cWKmJNIZJTaQxbL9JFrzpvHJYqYk0hklNpDFsv0kWnHyiHFZqIo1hUhNpDNtvkgUnnyiHlZpIY5jURBrD9ptkoZXRbyEEEhISoNfrUadOHRmisj9WaqIyLF26FEFBQYiOjkZ4eDh69uyJlJQUpcOqEJOaqBT79u3D+PHjsWDBAiQkJODq1auoW7cuHn30UaVDqxDbb5KFs49+b9++HaGhoRg6dCgAwNPTE9OmTUNUVBROnz6NZs2ayRXmHWOlJiqFr68vjEYjCgoKLMtSU1MBAAcPHlQqrEphUju57254KR2C0zEajVYPk8lUYp1hw4ahqKgITzzxBPbv349vvvkGL730Etzd3S3JrVZMaie3OiVa6RBKJW6NfqvpUdx+GwwG+Pv7Wx6xsbEl4m/QoAEOHDgAvV6PadOmYeHChVi4cCEkSYKXl7p/kfI7NbmchIQE+Pn5WZ7r9fpS14uIiMCKFSssz0+dOoWCggJERETIHuOdYFKTy/Hz87NK6rIUFBTAw8PD8nzJkiWoX78+7r77bjnDu2NMapKFACCE0lFYszWc/v37Y/z48QgNDcXmzZuxZMkSbN26Fe7u6k4bdUdHpKAFCxZg7ty5OHfuHJo1a4bffvsNbdu2VTqsCjGpndyFzJqojUKlw9Ckpk2bYt26dUqHYTMmtZNLveyP2khTOowSzJAgqexCf7zwIBE5JSY1kcaw/SZZOPvcb2fGSk2kMUxqIo1h+02yMAsJksraXbVdiUUurNREGsOkJtIYtt8kCyFUOPdbZfHIhZWaSGOY1EQaw/abZMHJJ8phpSbSGCY1kcaw/SZZsP1WjktV6szMTBw/fhxGo7HMddLT03HmzBncuHHDgZER2Y9LJPWZM2cwbtw4NGnSBO3atcOePXtKrFNUVIQJEyagbt266NOnD4KCgvDxxx8rEC3RnXGJpP79998RGRmJY8eOlbnOBx98gE2bNuHUqVOIj4/H+vXrMWXKFOzbt8+BkWqH0tf4LuvhClziO/UTTzwBAMjIyChznU8//RQjR45E06ZNAQCDBg1Chw4dsGTJEnTr1s0RYRLZhUtU6opkZWXhv//9LyIjI62Wd+nSBUePHlUoKqKqcYlKXZG0tJsX7gsMDLRaHhgYWO59k0wmk9V9mIoH4CQJkOz069IsdDAL3a3b2JTcqQ5VOJZOuhWjfO0o534rh0kNWO7CcPuN0kwmk9UdGm4XGxuLuXPnllheq2EAvEzeEOY7j+1qRjiE0CEzJwSABEmy3mlzj2owhNt2IBEEBIUFIL8oHzhw5zGSujCpAdSpUweenp64fPmy1fLk5GQYDIYyt5sxYwamT59ueW40GmEwGJB6MQNXjXl2SeraAWdvVWiBoIBz0N2W1GfTe0CcTbdpnyIpBRACiaeu3HmApDr8Tg3A3d0d3bt3x7Zt2yzLCgsLsX37dvTu3bvM7fR6veW+TP+8P5MQgDDb56GTzNBJZkiSsPz7nw/3NF0V9ituxShfP3qz/ZZU9pDt7aqKS1TqzMxMxMXFISsrCwAQFxeH48ePo3bt2qhXrx4AYM6cOYiJicGrr76KmJgYLFq0CEIITJ48WcnQiWzmEpX60KFDGDVqFJ555hm0adMGy5Ytw6hRo7Bx40bLOt26dcOOHTvwxx9/4OWXX4aPjw9+/fVX1K5dW8HIiWznEpX6nnvuwfHjxytcr0ePHujRo4f8AbkAzv1WjktUaiJXwqQm0hiXaL/J8QRsv8m73NQWj1xYqYk0hklNpDFsv0kWHP1WDis1kcYwqYk0hu03yYPD34phpSbSGCY1kcaw/SZ5qHD0G2qLRyas1EQaw6Qm0hi23yQLXnhQOazURBrDpCbSGLbfJAvO/VYOKzWRxjCpnZxHttIRkNqw/XZyHjlKR1AGIalvsofa4pEJKzWRxjCpiTSG7TfJgpNPlMNKTaQxTGoijWH7TfLglU8Uw0pNpDFMaiKNYftNsuDcb+WwUhNpDJOaSGPYfpN8XGS0WW1YqYk0hklNpDFsv0kWHP1WDis1kcYwqYk0hu03yYNzvxXDSk2kMUxqIo1h+00ykW491ERt8ciDlZpIY5jUTs7jhouM/lClsf12cu43zEqHUDqOfiuGlZpIY5jURBrD9pvkoZH2OyUlBX/88QcAoEWLFggODrZzUPbHSk1UhtmzZyMsLAxvvfUW3nrrLTRq1AizZ89WOqwKsVITleL8+fOYN28evvjiCzz00EMAgM8//xxDhw7FyJEjcddddykcYdmY1CQPJ7/rZW5uLgBYJW+TJk0AAHl5efaNy86Y1ORyjEaj1XO9Xg+9Xm+1rFWrVpg6dSrGjBmDSZMmQQiBRYsWYfr06WjZsqUjw7UZv1OTyzEYDPD397c8YmNjS10vOjoamZmZWLt2LdatWwej0YiuXbs6OFrbsVKTLNR818uEhAT4+flZlt9epQHg0KFDGDp0KLZt24Z+/foBAH744Qf0798fhw4dQocOHRwSc1WwUpPL8fPzs3qUltS7d++Gn5+fJaEBoF+/fvDz88OuXbscGa7NmNREpahfvz6ysrJw+fJly7LLly8jKysLISEhCkZWMbbfJA8nn3wyePBgNGvWDH369MHkyZMhhMCCBQvQrFkzDB482G4h3XPPPbj33nsxcuRIu01sYaUmKoW3tzcOHjyICRMm4NChQzhy5AgmTJiAgwcPwtvb227H6du3Lz755BMYDAY88MAD2LJlCwoLC+9on6zURGXw8fHB5MmTZT3GCy+8gOeffx4///wzVqxYgcceewy+vr54/PHHMXr0aDRv3tzmfbJSkzyKJ5+o7aFCkiShd+/eWLt2LS5fvoxZs2Zh8eLFaNGiBbp06YINGzbAbK78Kbas1EQq8eeff2L58uVYs2YNvLy8MHbsWEiShEmTJuGrr77C559/Xqn9MKmJFJSZmYnPPvsMy5cvx+HDhxETE4P58+djyJAh8PT0BAC8+OKLCAsLQ3p6OmrUqFHhPpnUJAtJ3HyoidriAYB27drBZDLhySefxMaNGxEWFlZinbp16+K+++6r9AAak5pIQVOmTMH48ePh4+NT4rXdu3ejS5cu0Ov1+Oqrryq9Tw6UESnovffew/Xr10t9bcSIEbh27ZrN+2SlJnk4+eQTpRUWFsJoNMLf39/mbZnURAoYO3YsUlNTkZaWhrFjx8LLy8vymhACf//9N8LCwuDr62vzvpnUTs4jR6WXCKZyBQcHw8vLC25ubggODka1atUsr7m5uSE6OhojR46s0r6Z1E7OzVSkdAilU+NkDxXFM2/ePABAo0aNMHbsWKtTQe8Uk5pIQdOnT7f7PpnURA42atQopKamYtWqVXjuueeQmppa5rqrVq1CYGCgTftnUpM8OPpdpoYNGyIgIADu7u6Wf5fF3d32FGVSEznYnDlzSv23vTg8qZOTk5GQkACz2Yz69evDYDA4OgQi1ejVqxfuvvtujBgxwm7XEnfIjLLLly/jtddeQ5MmTRASEoKoqCh07doVDRo0QMOGDfHiiy/i4sWLjgiFHEWo9KEy999/PzZu3IgmTZogKioKH3/8cbnfsStD9qSOjY1FeHg49u/fj6lTp+LAgQO4dOkS4uPjcejQIbz88ss4ffo0WrRogZdeesmm80aJnN306dNx+vRpHDlyBNHR0YiNjUVwcDAGDhyIDRs2VOkqKLK335cuXcLx48fRqFGjEq8ZDAZ07NgREydORHJyMubNm4e8vLxSJ7cTaVn79u3Rvn17vPvuu9i1axfmzp2LRx99FN26dUP9+vVt2pfsSf3JJ59Uar169eph0aJFMkdDDqPGdldt8dwmJSUFGzduxLp163Do0CG0adPGaqZZZfEsLSIFZWVlYfXq1ejbty/q16+PDz74AL1798Yff/yB48ePV+qiCLdz+Oj3uXPn8Ouvv+L69esQt93CYerUqfDw8HB0SESKadOmDTIyMvDQQw/h559/Rvfu3SFJdzad1aFJvWLFCowbNw716tVDzZo1S7z+9NNPM6m1gnO/K2XJkiXo3r275dJF9uDQpI6NjcXSpUsxatQoRx6WSLV69+5t9306NKmNRiPuu+8+Rx6SSHU0Nfe7d+/e2LZtG5588klHHpYUwAsPlk1Tc7//7//+Dx06dMD27dvRtGlT6HTWg+8zZ86063cLIjX653zvnj17Wi4ueLvdu3dbXRGlshya1B9//DGSkpJw8uRJJCYmlnj9pZdecmQ4RIobMWIEDhw4UOoEk/JeK4/DR783btyIRx55xJGHJSVw8skdcZoLD7q7u6NHjx6OPCSRKmnmwoPR0dHYsmULJk6c6MjDEqmOZi486Ofnh6effhrff/89wsPDSwyUvf766xwoI5dQfOFBs9mMuXPnIigoqMQ6u3fvRo0aNUodRCuPQ5M6MTERvXr1Qk5ODo4ePVridTWcdpmUlITLly+jcePGVZp3S2SLb775BjNnziz1NacYKNu6dasjD2eTgoICjBo1Cl999RXCwsIQFxeHOXPmqH5E3u1GgdIhkAycZqCsPO+8846iCfTvf/8bO3bswJkzZxAaGoqffvoJffv2RadOnRATE6NYXBWRCpXvbkojQT2TPYqpaea3ZgbKJk+ejLy8vBLLMzMzsXXrVrzwwgslvmc7yvLlyzFy5EiEhoYCAO6991507twZy5cvV3VSk3PSzEBZdnZ2iaS+fPky9u3bhzlz5iiW0EajERcuXECHDh2slkdGRmLHjh1lbmcymWAymaz2AwCSBEh2eitmoYNZ6CCEBLMoudMqHUsn3dpOTbXLtWjmDh0rV64sdflXX32F//u//8Orr77qyHAsim8levvE+cDAwDJvMwrcPOts7ty5JZbXahgAL5M3hB0646sZ4RBCh8ycEAASJMl6pw3u8oPuhm1TCUUQEBQWgPyifODAncdY+kF46mVlaPYOHYMGDcLw4cNhNpsVqdbF53Df3kXk5uaW+ye2GTNmWP2nGI1GGAwGpF7MwFVjnl2SunbA2VsVWiAo4Bx0tyV1/Pl20GXl2rRPkZQCCIHEU1fuPECymabO0irLpUuXEBYWplj7XbduXej1eiQlJVktT0pKQoMGDcrcTq/Xl/o3RCEAYYZdkro4iSVJQCeZSyR18bFsIczi1nYqG8lyEZo6S+s///kP8vPzrZZlZWVh3bp16Nq1K9577z3Lckde2sjNzQ29evXCN998Y5ntZjKZ8MMPP2Dy5MkOiYFch6bu0LFhwwbcuHGjxPLq1avj5MmTOHnypGWZoy9t9Prrr6N79+6YNm0aYmJisHjxYuj1eiZ1VfGEDsU4NKn379/vyMPZpFOnTti7dy/+85//4MMPP0SzZs3wySeflHotNSJ72rdvH3bu3InU1NQSF+N84403ym3PSyN7UicmJlZ6mltKSgqCgoLg5uYmc1Sl69SpE9asWaPIsck1LVy4EFOmTEHnzp1Lnf9dVFRk8z5lT+ru3btjwIABmDhxIlq2bFnqOmfOnMHSpUuxevVqXLp0Cd7e3nKHRXJj+10pn376KdauXYthw4bZbZ+yJ/XBgwcxe/ZsdOrUCfXq1UPHjh1Rt25dSJKEK1eu4PDhw7h06RKGDh2KI0eOMKHJpRQWFqJNmzZ23afsf0MKCgrCokWLkJCQgBdffBGenp44ceKE5SytKVOm4OLFi1izZg1va0suZ9CgQVi9erVd9+mwgbJatWphwoQJmDBhgqMOSQri1UQrZ+bMmWjZsiV+/PFHNG/evMR40gcffGDzKcC8lxaRgt544w0kJyejVq1aEEKgsLDQ6lEVqphRRuSqNm/ejA0bNmDIkCF22yeTmuTB0e9K8fPzQ3h4uF33yfabSEH33HMPPv30U7vu06GVetiwYRg6dCgGDhzIu1sSAbh27RqWLVuGn376qdSBsoULF9o8q9GhSe3t7Y3hw4fD19cXjz/+OEaPHo3mzZs7MgRyFLbflVKjRg2MHj26zNercq9qh9+h48MPP8T69euxfPlyvP/+++jcuTNGjx6NYcOG2fXqD0TOYMqUKQgODrbr1GiHf6f29/fHpEmTcOjQIZw6dQpdu3bF1KlTERwcjCeeeALHjh1zdEhEiomOjsbly5ftuk/FBsquXLmCH374Adu3b4cQAvfffz9SU1PRsWNHvP7660qFRXZSPPlEbQ+1qVevHhISEuy6T4cmdWFhIb755hsMHjwY9evXx8qVKzF27FgkJSVhw4YN+O6777B//368+eabVTo7xRXpbuRXvBKp1gsvvIAXXngBFy5csNs+HfqdukmTJrh27RoeeeQR/PLLL+jatWuJdTp37oyGDRvCZDLBx8fHkeE5p0L+8nNmb7zxBo4fP47GjRvD39+/xP2ojx07huDgYJv26dCknjNnDv71r39VeIHys2fPOigikg2vJlopr776KnJycsp8XfV36HjiiScceTgi1bPn9NBinFFGpAJXr17F/v37rW4OUVVMapKHUOlDZfLy8vDYY4+hTp06iI6OxrVr1wAAEyZMwMaNG6u0TyY1kYLeeustxMfH4+zZswgJCbEsnz59epX/tMukJlLQtm3b8P7776Np06ZWU0LDw8MRHx9f7m2fysJTL0kWapzsobZ4gJt3fC3+a9A/k9pkMiEvL69Kd+hgpSZSUGRkJL744gsA1kkdGxuLiIiIKp0PwUpNpKDXXnsNXbt2xYkTJ5CZmYnY2FgcO3YMhw4dwtatW6u0T1ZqkofSo9xOMvrdtGlTHDlyBPXq1UOjRo2we/du1K9fH3v37kW/fv2qtE9WaiKFLF++HOvWrUNeXh569+6NAwcOlHvr5MpipSZSwJo1azB27Fh4eHggODgY77//PqZNm2aXfbNSkzxUOPqtpvZ7xYoV+Oijj/DMM88AAA4cOIDevXtjwYIFd7xvVmoiBVy6dAn9+/e3PI+KioK3t7dlRtmdYFITKcBkMkGv11st8/Lyssvcb7bfJA81jjarLJ7p06dbXTMgPT29xLKq3HaHSU2kgC5duuDq1atWyzp16lRiWVVuvcOkJirF+fPnsWHDhlJfGzFiBBo2bHhH+y+eRSYHJjXJw8nb76KiIuTl5Vkt27NnD3799VfVX+yDSU1UivDwcLzxxhtWyyIjI9GvXz/V30edSU1UCadOncKhQ4ewefNmpUOpEJOaZKHmUy+NRqPVcr1eX+LPS7dbtmwZ6tati4EDB8oVnt3w79TkcgwGA/z9/S2P2NjYctfPz8/H2rVr8eSTT1bp/GZHU3+ELm7ohd74LGyX0mFoSkJCgtV5yhVV6S1btuD69esYM2aM3KHZBZOaXI6fn59NFx9YtmwZYmJi0LhxYxmjsh8mNVE54uPjsWPHDqxfv17pUCqN36mJyrFixQrUrFlTlovuy4WVmuTh5JNPitWpUwcLFy60y8ULHIVJTVSOiRMnKh2Czdh+E2kMKzXJQs2TT7SOlZpIY5jURBrD9pvk4yLtrtqwUhNpDJOaSGPYfpM8NDL5xBmxUhNpDJOaSGPYfpMsOPlEOazURBrDpCbSGLbfJA+OfiuGlZpIY5jURBrD9ptkwdFv5bBSE2kMk1rlDp4JUzoEcjJsv0keHP1WDCs1kcYwqYk0hu03yYPtt2JYqYk0hklNpDFsv0kWnHyiHFZqIo1hUhNpDNtvkgdHvxXDSk2kMUxqIo1h+03yYPutGFZqIo1hUhNpDNtvkgUnnyiHlZpIY5jURBrD9pvkwdFvxbBSE2kMk5pIY9h+kyw4+q0cVmqVkySlIyBnw6RWOa+LHkqHQE6G7TfJg6PfimGlJtIYJjWRxrhUUicmJmLHjh1ITU0tc50LFy5g3759uHr1qgMj0yCh0ocLcImkPnr0KIYMGYLIyEjce++9OHDgQIl18vPz8eCDD6JNmzaYMmUKQkNDMXfuXAWiJbozLpHUf//9N0aOHImTJ0+WuU5sbCz279+PM2fO4OjRo/j+++8xd+5c/Pjjjw6MlOjOucTo98MPPwwAyMjIKHOdlStXYuTIkQgJCQEA9OzZE9HR0Vi5ciX69OnjiDA1Rbr1UBO1xSMXl0jqimRmZuLixYto37691fL27dvjp59+KnM7k8kEk8lkeW40GgHcnDAi2akH0gEwCx2EkGAWJXdapePopFsxusqPuWtxyqQ+e/YsEhISyl0nKioK1atXr9T+0tPTAQA1a9a0Wh4YGGh5rTSxsbGlfu+u1TAAXiZvCHOlDl8uvb8PrmWEIzMnBIAESbLeaYPwGjbvUwQBQWEByC/KB0oOL5CTc8qk/umnn7Bly5Zy11m8eHGlk9rT0xMAkJuba7X8xo0bltdKM2PGDEyfPt3y3Gg0wmAwIPViBq4a8+yS1Bfb6hEUcBaAQFDAOehuS+r4sxE271MkpQBCIPHUlTsPsMyDQH2jzWqLRyZOmdSTJ0/G5MmT7ba/OnXqwMvLC4mJiVbLExMT0bBhwzK30+v10Ov1JZYLAQgz7JLUZgA6yQxJEtBJ5hJJXZVjCLO4FaOL/JS7GJcY/a6Im5sbevfuja+//tqyLDc3Fz/88AMHycjpOGWlttXVq1dx8uRJ5OTkAABOnDgBLy8vhIaGokmTJgCAefPmITo6GpMmTUJMTAyWLFkCX19fPP3000qG7rR46qVyXKJSnz17Fm+//Tbmz5+P3r17Y9euXXj77bexa9cuyzrt2rXDb7/9hsLCQqxcuRKtW7fGb7/9hoCAAOUCJ6oCl6jU3bt3x44dOypcr02bNliyZIkDIiKSj0skNSmAo9+KcYn2m8iVMKmJNIbtN8nHRdpdtWGlJtIYJjWRxrD9Jllw8olyWKnVjmdHko2Y1Crnk6J0BORs2H6TPDj5RDGs1EQaw6Qm0hi23yQLjn4rh5WaSGOY1EQaw/ab5MHRb8WwUhNpDCs1UTmuX7+OlStX4syZMwgPD8fEiRNRrVo1pcMqFys1yaJ49FttD1v8+eefaN68OX788Ud07NgRRqMR/fv3l+cDsyNWaqIyDB8+HJ07d7a6dPSVKzLeAMFOmNREpfj9999x4sQJLFiwwGp5nTp1FIqo8pjUJA8Vj34X38iwWGl3Wjl27Bjc3NwQEhKCV155BWlpaWjRogVGjx7N79REamMwGODv7295xMbGllgnOzsb7u7uuO+++6DX69GqVSusWrUK7du3R1ZWlgJRVx4rNbmchIQE+Pn5WZ6Xdj80f39/mEwmvPLKKxgxYgSAm9+x69evj9WrV6v6zi1MapKHittvPz8/q6QuTevWrQEAzZo1sywLCAhAcHAwkpKSZAvRHth+E5UiMjISERERVrdMPnHiBOLi4hAZGalcYJXASk1UCkmSsG7dOgwYMAA7d+5ErVq1sGvXLkyaNAmDBw9WOrxyMalJFlo49bJ9+/b4+++/sWfPHphMJnz44Ydo1KiRPMHZEZOaqBw+Pj7o16+f0mHYhN+piTSGlZrkoeLRb61jpVY5yax0BORsmNQq53W9SOkQyMmw/SZZSEJAEurqd9UWj1xYqYk0hklNpDFsv0keHP1WDCs1kcYwqYk0hu03yUILc7+dFSs1kcYwqYk0hu03yYOj34phpSbSGCY1kcaw/SZZcPRbOazURBrDpCbSGLbfJA+OfiuGlZpIY5jURBrD9ptkwdFv5bBSE2kMk5pIY9h+kzw4+q0YVmqV0xW6yE8i2Q2TWuU8jYVKh0BOhu03ycZVRpvVhpWaSGOY1EQaw/ab5CHEzYeaqC0embBSE2kMk5pIY9h+kyw491s5rNREGsOkJtIYtt8kD879VgwrNZHGMKmJNIbtN8lCMt98qIna4pELKzWRxjCpiTSG7TfJg6PfimGlJtIYJjWRxrD9Jllw7rdyWKmJNIZJTaQxbL9JHrzyiWJYqYk0hkmtcu5Gk9IhkJNh+02y4Oi3clipiTSGSU2kMWy/SR6c+60YVmoijWFSE2kM22+SBUe/lcNKTaQxTGoijXGZ9js7OxsnTpwAALRs2RL+/v6lrnfy5EkkJycjIiICDRs2dGCEGsO534pxiUo9Y8YMNGnSBC+99BKmT58Og8GAJUuWWK2Tm5uLfv36ISYmBm+99RZatGiBF154QaGIiarOJSp13bp1cf78eVSrVg0AsGzZMkyYMAF33303mjZtCgB444038Oeff+Kvv/5C7dq1ceDAAURHR6Nnz54YMGCAkuET2cQlKvXUqVMtCQ0Ajz76KIqKinD8+HHLsjVr1mDkyJGoXbs2ACAqKgrdu3fH6tWrHR2uJhSPfqvt4QpcolLf7pdffgEANGvWDACQkZGBhIQEtGnTxmq9tm3bYvv27WXux2QywWT631lURqMRACBJgGSnX5eSBJiFDkJIMIuSO63ScXTSrRilOw+QVMcpk/rkyZO4cOFCuev06tWr1MGwK1euYOLEiRg2bBhatWoF4GZSA0CNGjWs1g0MDLS8VprY2FjMnTu3xPJaDQPgZfKGsMMdIcw+nriWEY7MnBAAEqTbbjPRILxG6RuWQwQBQWEByC/KBw7ceYykLk6Z1L///ju+++67ctdp06ZNiaS+fv06+vbti9DQUCxbtsyy3NPTEwBw48YNq/Wzs7Oh1+vLPMaMGTMwffp0y3Oj0QiDwYDUixm4asyzT1L7eiMo4CwAgaCAc9DdltTxZyNs3qdISgGEQOKpK3ceYJkHgfrmWqstHpk4ZVKPGzcO48aNs2mb9PR03HPPPahevTq2bdsGHx8fy2t169aFj48PEhISrLZJSEhAWFhYmfvU6/WlJr0QgDDDLkktBKCTzJAkAZ1kLpHUVTmGMItbMbrIT7mLcYmBsuKE9vHxwffff4/q1atbva7T6dCnTx98+eWXlmXZ2dn4/vvvcd999zk6XKI74pSV2hZmsxl9+/ZFXFwc/vOf/2Dnzp2W11q1aoXGjRsDAObNm4cuXbpg5MiR6NWrF1asWIHatWtj0qRJSoXu1NQ42qy2eOSi+aQuKipCvXr1UK9ePWzatMnqtTFjxliSumXLljhy5AgWLVqEH374ATExMZgyZQp8fX2VCJuoyjSf1B4eHtiyZUul1m3atCk++OADeQMikpnmk5oUYhY3H2qitnhk4hIDZUSuhJVa5XTGXKVDcFm9evVCVlaW1bKnnnoKo0ePViiiymFSkzw0MPnk2LFjmDlzJmJiYizLQkJC7ByU/TGpicrRqFEjdOzYUekwbMLv1ETleOedd9CtWzcMHz4c27ZtUzqcSmGlJllIUN9kj+Jz0orPpitW1nTf5s2bY8yYMWjUqBH27NmDBx98EPPmzcPzzz/vgGirjklNLsdgMFg9f+211zBnzpwS6+3evdtysk+vXr3g5eWFWbNm4emnn4a3t7cjQq0Stt/kchISEpCZmWl5zJgxo9T1ihO6WO/evWEymXDu3DlHhFllrNQkDxVfeNDPzw9+fn42b56cnAwAJU4IUhtWaqJS7Nq1y+qqN4mJiXj11VcRGRlpOV9ArZjURKW466678MknnyAwMBARERFo3LgxGjdujM2bNysdWoXYfpMsnP3US4PBgM2bN8NoNCIpKQmhoaFWF9ZQMyY1UTmq+v1bSWy/iTSGlZrkoYG5386KlZpIY5jURBrD9ptkIQkBSWWTT9QWj1xYqYk0hklNpDFsv0ke5lsPNVFbPDJhpSbSGCY1kcaw/SZZcPRbOazURBrDpCbSGLbfJA/O/VYMKzWRxjCpiTSG7TfJQ8UXHtQ6VmoijWFSE2kM22+ShbNfeNCZsVITaQyTmkhj2H6TPDj6rRhWaiKNYVITaQzbb5KFZL75UBO1xSMXVmoijWFSE2kM22+SB0e/FcNKTaQxTGoijWH7TfLglU8Uw0pNpDFMaiKNYftNsuB1v5XDSk2kMUxqIo1h+03y4OQTxbBSE2kMk5pIY9h+kzwE1HeTd9fovlmpibSGSU2kMWy/SRacfKIcVmoijWFSE2kM22+Sh4D6JnuoLBy5sFITaQyTmkhj2H6TPDj3WzGs1EQaw6Qm0hi23yQPMwBJ6SBuo7a56DJhpSbSGCY1kcaw/SZZcO63clipiTSGSU2kMWy/SR6cfKIYVmoijWFSE2kM22+SB9tvxbBSE2kMk5pIY9h+kzzYfiuGlZpIY5jURBrD9pvkwVMvFcNKTaQxTGoijWH7TbLgqZfKYaUm0hgmNZHGsP0meXDyiWJYqYk0hklNVAGTyYTIyEhUr14dhw4dUjqcCrlM+52Xl4cjR44gMzMTERERaNSoUYl1hBA4dOgQkpOT0axZM4SHhysQqUaYBSCprN01Vy2e6dOnIyAgADk5OSgqKrJzUPbnEpV63bp1aNGiBV555RXMnz8frVu3xqOPPorCwkLLOjk5OejVqxcGDRqEhQsXomPHjnjmmWcUjJrUYPPmzdi9ezfeeecdpUOpNJeo1NWrV8fRo0fh7+8PADh//jzCw8PxwAMP4NFHHwUAzJs3DxcvXsQff/yBwMBAHDlyBJ07d8Y999yDQYMGKRk+KSQhIQFPPfUUvv/+e3h5eSkdTqW5RKUeNGiQJaEBIDQ0FN7e3sjKyrIsW7t2LUaOHInAwEAAQIcOHXD33Xdj7dq1Do9XE4pHv9X2AGA0Gq0eJpOpRPhFRUV47LHH8Pzzz6Nt27YO/vDujEtUagBITU3Fjh07kJWVhY0bNyI6OhojRowAAKSnpyMpKQktW7a02qZVq1b44YcfytynyWSy+oEwGo0AAEkCJDv+ujQLHYSQYBYld1ql4+ikWzGq7YwLxzAYDFbPX3vtNcyZM8dq2euvvw5PT09Mnz7dgZHZh1Mm9dGjR3Hu3Lly1+nXrx8CAgIsz9PS0rBlyxZcv34dJ0+exPjx46HX6wEAmZmZAICaNWta7SMwMBAZGRllHiM2NhZz584tsbxWwwB4mbwh7HRW0LWMcGTmhACQIEnWO20QXsPm/YkgICgsAPlF+cAB+8ToTBISEuDn52d5Xvxz8E87d+7E4cOH4evrC+DmICoAxMTE4MEHH8SaNWscE2wVOGVSnzhxAtu3by93nS5dulgldXh4ODZs2AAA+Pvvv9GxY0cEBgZi2rRplv/U7Oxsq31kZ2eX+11qxowZVr/JjUYjDAYDUi9m4Koxz25JHRRwFoBAUMA56G5L6vizETbvTySlAEIg8dQV+wRY+lFUONnjZjx+fn5WSV2an376yWqk+9y5c+jQoQO+++47dOnSRdYo75RTJvWTTz6JJ598ssrbN27cGF27dsXevXsxbdo01KlTB9WqVUN8fLzVepcuXSr1T1/F9Hp9qb/lhQCEGXZLap1khiQJ6CRziaSuyjGEWdyKUW1Jpx7e3t5Wz318fCzL1T5o5hIDZZcvX7Z6npeXh7/++svy3Uqn06Ffv37YtGmTpc0yGo344YcfMGDAAIfHS3QnnLJS2+qee+7Bvffei1atWiErKwtr166F2WzG888/b1nnjTfeQFRUFIYOHYpevXph1apVCAkJwcSJExWM3IlpbO53eHg4srKyLBVbzVyiUh8+fBjNmzfH77//jri4OEyaNAlnz561GgWNiIjAsWPH0LhxYxw4cACDBw/Gb7/9hmrVqikYOamFJEmoXr06dDr1p4xLVGpvb2+MHz8e48ePL3e9sLAwxMbGOigqInm4RFKTAswCxaPNquEiA4Pq7yWIyCZMaiKNYftN8rDnH+rtRW3xyISVmkhjmNREGsP2m+ShscknzoSVmkhjmNREGsP2m+TBySeKYaUm0hgmNZHGsP0meXD0WzGs1EQaw6Qm0hi23yQPAfW1uyoLRy6s1EQaw6R2YkMv9FY6BFIhtt8kD45+K4aV2okdPBOmdAikQkxqIo1h++3EPFI9lA6hbGYzAJVdacSssnhkwkrtxNxzlI6A1IhJ7cQ8jUpHQGrE9tuJuecqHUE5OPqtGFZqJ+aZ7Ro/pGQbJrUTc8tzjYEfsg3bbyfmkaPipGb7rRhWaifmZipSOgRSISa1E3PLLVQ6BFIhtt9OTCpQcaXmhQcVw0rtxKTcAqVDIBViUjsxqYDtN5XE9tsJvHu9MZ5wsl+/QpghVHaXSbXFIxcn+1FxTccyQpUOgZwIk9oJnEwJVjoEciJsv52AKVOvdAi2E0J9o82cfEJqoerzpkl1mNROgOdNky3YfjsBzyylI6gCocLJJ2y/SS3c1HzeNKkOk5pIY9h+OwHvVBXP8S6L2QxIKpvswcknROSMmNROwOs6T9ygymP7TfLg6LdiWKmdgLvRpHQI5ESY1EQaw/bbCeiynO8P1cJshlDZ6DdPvSQip8SkJtIYtt8kD45+K4aVmkhjmNREGsP2m+RhFoCksnaX7TcROSMmNZHGsP0meQgBQGWTPdh+E5EzYlITaQzbb5KFMAsIlY1+C7bfROSMmNREGsP2m+QhzFDf6LfK4pEJKzWRxjCpiTSG7TfJgqPfymGlJtIYJjWRxrD9loEozAdyBADJPjvUSThs8gRueEH658X8cvOqtDuzKQ+iIB9mk4yXHubot2JYqYk0hpXajooHYvKL8lFgtuegjIQb2QUAiqwqdaG5apW2SBQgv8iEQnHzdj5yDCAVokB1lygrhGvcvkgSrjIk6ACJiYkwGAxKh2GzhIQE1K9f3y77ysvLQ1hYGFJSUuyyP3urW7cu4uLi4OXlpXQosmFS25HZbMbZs2fRvHlzJCQkwM/Pzy77NRqNMBgMdttn8f7i4+MhSRLq1asHnc5+38Ty8vKQn59vt/3Zk6enp6YTGmD7bVc6nQ4hISEAAD8/P7sldTF779Pf39/uMQKAl5eX5hNHzThQRqQxTGoijWFS25ler8drr70GvV6v2n3KESOpBwfKiDSGlZpIY5jURBrDpCbSGCa1AxRPSjl79iwKCmybqpibm4sjR47g/PnzdoklPz8fJ0+exMWLF13m/GJXw6SW2XvvvQeDwYBBgwahf//+MBgM2LRpU6W23bx5M4KDgzFs2DB07NgR0dHRSE1NrVIc2dnZmDZtGurWrYsRI0YgKioKLVu2xJEjR6q0P1IvJrXMMjMzcezYMZw5cwZ///03nn/+eQwfPhxxcXHlbpeYmIjhw4fjtddew3//+18kJiYiJycHTz31VJXiSEtLQ2hoKJKSknDy5EkkJCSgffv2GDRoEMxm1zgl0WUIcqjs7GwBQGzcuLHc9f7973+LGjVqiIKCAsuylStXCnd3d5Genm6XWHbv3i0AiL///tsu+yN1YKV2sEOHDgEA7rrrrnLXO3bsGFq3bg139/9Nz4+MjERhYSFOnTplt1i8vLws89VJG3hCh40uXLiA5OTkctdp164dqlWrVmJ5ZmYmJk6ciP79+6N9+/bl7uP69esIDAy0Wlb8/Pr16zZGXdJff/2F119/HS+++CJnlmkMk9pGX3/9Nb788sty11m5cmWJSpyTk4OBAwfC29sba9eurfA4Hh4eyMuzvlxRbm4ugJunD96Jixcvol+/frjvvvswe/bsO9oXqQ+T2kbTpk3DtGnTbNomJycHAwYMgNFoxM8//4waNWpUuE1oaCj27dtntSwpKQkA0KBBA5uO/08XL15Ez549ERkZiXXr1sHNza3K+yJ14ndqmd24cQMDBgxAeno6du7cWaKlLsu9996LkydP4tKlS5ZlX3/9NUJCQtCsWbMqxRIfH49evXqhY8eO2LBhg9X3ddIOntAhI7PZjD59+uDo0aNYsWKFVUI3atQI9erVK3fbHj164MaNG5g1axYuXLiAGTNmYNmyZRg5cqTNsVy7dg1RUVHw8vLCggULrBK6devWslwsgZTBpJZRfn4+YmJiSn1t6tSpePjhh8vdPisrC++++y5+++03+Pn54YknnsADDzxQpVhOnTqFSZMmlfraokWL0KpVqyrtl9SHSU2kMfxOTaQxTGoijWFSE2kMk5pIY5jURBrDpCbSGCY1kcYwqVXijz/+wOHDh2U/zrlz57B//37Zj0PKYVKrQF5eHh544IESZ2XJwcvLCw888ECFp4+S82JSq8Ann3wCg8GAbt26yX6sBg0a4IEHHsCbb74p+7FIGUxqO9u6davl6ibFjh49iq+//rrMbRYsWIBRo0ZZnp8+fRo//vij1TpJSUlW53FfuHABW7duRWFhoWX/iYmJAIDCwkLs3bsX27ZtK/VChY8//jhWr16N7OzsqrxFUjslr6WkRYsXLxa+vr7i/PnzQgghLl26JAICAsRHH31U6vqnT58WAMTFixcty2JjY0WHDh2s1tu8ebOoVq2a5fmSJUtEYGCgaN26tejZs6fo0qWL8PT0FIsXLxatWrUSMTExolOnTiIwMFD8+eefVvsymUxCr9eLrVu32uttk4qwUtvZ+PHj0bt3bwwfPhwmk8lyOd5nnnmm1PWPHj0KHx8fhIaG2nystLQ0zJgxA7t27cL+/ftx//33Y8KECXj99dexc+dOHDx4EJ06dcJ7771ntZ2npyeaNm1aoqMgbWBSy2Dp0qVISEhAp06dcObMGaxcuRKSJJW6bmpqaqWuhFIaPz8/DBs2zPK8S5cuqF27NgYPHmxZFhUVhXPnzpXYtkaNGlW+hjipG5NaBoGBgXj22Wdx6tQpzJgxA3Xq1Clz3erVqyMnJ6dKx7n9l4Fery91WWmj6jk5OfD19a3ScUndmNQySElJwbvvvovmzZvjo48+QmZmZpnrNm3aFBkZGUhPT7daLm47zd3W2/VU5OLFiwgPD7frPkkdmNR2JoTAk08+iRYtWuDw4cPw9/cv964akZGR8PX1LTEhJD4+3iqRjx49arcYz5w5g+vXr6N379522yepB5PazubPn48DBw5g9erV8Pb2xvr16/HVV19h/fr1pa7v6emJkSNH4rPPPrNanpubi4ceegjLly/HzJkzsX79ety4caNSlxeuyMaNG3Hvvffe0VVJSb2Y1HaUk5ODY8eOYdWqVTAYDACAFi1aYOnSpdizZ0+ZLfQLL7yAbdu2WS4BDAAREREYN24cDh48CE9PTxw7dgwzZsyw3IOrcePGuP/++63207RpUwwYMMBqWfPmzdG3b1/L87y8PCxduhSvvPKKXd4zqQ+vUaYSS5YsQUBAAB5++GG8/fbb2LRpkyxzwfft24eff/6ZF/HXMF74WSXGjRvnkON069bNIdNRSTlsv1Xo9paZyBZsv4k0hpWaSGOY1EQaw6Qm0hgmNZHGMKmJNIZJTaQxTGoijWFSE2kMk5pIY/4fRIiSdy0Q8lgAAAAASUVORK5CYII=",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"scenes = {polarization: _scene(polarization, 1.0, record_field=True) for polarization in (\"te\", \"tm\")}\n",
"objects_te, arrays_te, config_te, _ = scenes[\"te\"]\n",
"print(f\"Anisotropic Yee grid: {objects_te.volume.grid_shape}\")\n",
"print(f\"Time-step ceiling per launch: {config_te.time_steps_total:,}\")\n",
"fig, ax = plt.subplots(figsize=(5.5, 10))\n",
"fdtdx.plot_material_from_side(config_te, arrays_te, \"z\", position=0.0, ax=ax, plot_legend=True)\n",
"ax.set_title(\"Voxelized device plane\"); plt.show()"
]
},
{
"cell_type": "markdown",
"id": "98b0945e",
"metadata": {},
"source": [
"## 3. Run the two input polarizations"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "fc800238",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:45:53.675807Z",
"iopub.status.busy": "2026-08-16T19:45:53.675623Z",
"iopub.status.idle": "2026-08-16T19:54:05.090357Z",
"shell.execute_reply": "2026-08-16T19:54:05.089502Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Two local FDTDX runs: 491.4 s\n"
]
}
],
"source": [
"results, states = {}, {}\n",
"started = perf_counter()\n",
"for polarization, (objects, arrays, config, output_ports) in scenes.items():\n",
" results[polarization], states[polarization] = fdtdx.calculate_sparam(\n",
" objects, arrays, config, \"input\", show_progress=False\n",
" )\n",
"print(f\"Two local FDTDX runs: {perf_counter() - started:.1f} s\")"
]
},
{
"cell_type": "markdown",
"id": "3acca08c",
"metadata": {},
"source": [
"## 4. Plot the actual TE and TM field responses"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "3a49df3f",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:54:05.092142Z",
"iopub.status.busy": "2026-08-16T19:54:05.091886Z",
"iopub.status.idle": "2026-08-16T19:54:05.430713Z",
"shell.execute_reply": "2026-08-16T19:54:05.429796Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(1, 2, figsize=(8.5, 10), sharex=True, sharey=True)\n",
"for ax, polarization in zip(axes, (\"te\", \"tm\"), strict=True):\n",
" phasor = np.asarray(states[polarization][\"field_xy\"][\"phasor\"])[0, 0, :3]\n",
" magnitude = np.sqrt(np.sum(np.abs(phasor) ** 2, axis=0)).squeeze()\n",
" magnitude /= magnitude.max() + 1e-30\n",
" image = ax.imshow(magnitude.T, origin=\"lower\", cmap=\"magma\", aspect=\"auto\", extent=(-DOMAIN_UM[0] / 2, DOMAIN_UM[0] / 2, -DOMAIN_UM[1] / 2, DOMAIN_UM[1] / 2), vmin=0, vmax=1)\n",
" ax.set(title=f\"{polarization.upper()}₀ input · executed |E|\", xlabel=\"x (µm)\")\n",
"axes[0].set_ylabel(\"y (µm)\")\n",
"fig.colorbar(image, ax=axes, label=\"normalized |E|\", shrink=0.7)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "4d2fa850",
"metadata": {},
"source": [
"## 5. Desired conversion and leakage spectra"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "0716ee22",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:54:05.432893Z",
"iopub.status.busy": "2026-08-16T19:54:05.432692Z",
"iopub.status.idle": "2026-08-16T19:54:05.680215Z",
"shell.execute_reply": "2026-08-16T19:54:05.679364Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" wavelength_um \n",
" te_wide \n",
" te_narrow \n",
" tm_narrow_te \n",
" tm_wide_tm \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 1.450 \n",
" 0.996876 \n",
" 0.000260 \n",
" 0.906050 \n",
" 0.009447 \n",
" \n",
" \n",
" 1 \n",
" 1.525 \n",
" 0.997406 \n",
" 0.000576 \n",
" 0.924553 \n",
" 0.012085 \n",
" \n",
" \n",
" 2 \n",
" 1.600 \n",
" 0.996504 \n",
" 0.001184 \n",
" 0.692314 \n",
" 0.016446 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" wavelength_um te_wide te_narrow tm_narrow_te tm_wide_tm\n",
"0 1.450 0.996876 0.000260 0.906050 0.009447\n",
"1 1.525 0.997406 0.000576 0.924553 0.012085\n",
"2 1.600 0.996504 0.001184 0.692314 0.016446"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"port_names = {\n",
" \"te\": (\"te_wide\", \"te_narrow\"),\n",
" \"tm\": (\"tm_narrow_te\", \"tm_wide_tm\"),\n",
"}\n",
"powers = {}\n",
"for polarization, names in port_names.items():\n",
" for name in names:\n",
" powers[name] = np.abs(np.asarray(results[polarization][(name, \"input\")]).squeeze()) ** 2\n",
"\n",
"golden = np.load(\"benchmarks/goldens/device_polarization_splitter_rotator.npz\", allow_pickle=True)\n",
"wavelengths = np.asarray(WAVELENGTHS_UM)\n",
"fig, axes = plt.subplots(1, 2, figsize=(11, 4.4), sharey=True)\n",
"for ax, polarization in zip(axes, (\"te\", \"tm\"), strict=True):\n",
" for name, color in zip(port_names[polarization], (\"#087d83\", \"#8221a8\"), strict=True):\n",
" ax.plot(wavelengths, powers[name], \"o-\", color=color, label=f\"FDTDX · {name}\")\n",
" ax.plot(wavelengths, golden[name], \"x--\", color=color, alpha=0.65, label=f\"Tidy3D · {name}\")\n",
" ax.set(title=f\"{polarization.upper()}₀ launch\", xlabel=\"wavelength (µm)\")\n",
" ax.grid(alpha=0.25); ax.legend(fontsize=7)\n",
"axes[0].set_ylabel(\"normalized modal power\")\n",
"plt.show()\n",
"pd.DataFrame({\"wavelength_um\": wavelengths, **powers})"
]
},
{
"cell_type": "markdown",
"id": "518afcb6",
"metadata": {},
"source": [
"## Reproduce\n",
"\n",
"The anisotropic mesh resolves the 150 nm lateral gap and 220 nm layer while keeping the 75 µm propagation axis affordable."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "65e5ead7",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-16T19:54:05.682102Z",
"iopub.status.busy": "2026-08-16T19:54:05.681881Z",
"iopub.status.idle": "2026-08-16T19:54:05.685370Z",
"shell.execute_reply": "2026-08-16T19:54:05.684613Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"uv run fdtdx-bench run --case device_polarization_splitter_rotator\n"
]
}
],
"source": [
"print(\"uv run fdtdx-bench run --case device_polarization_splitter_rotator\")"
]
}
],
"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
}