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modeconverter/metasurface/full_meta.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"id": "3cdc93ce",
"metadata": {},
"source": [
"This notebook implements the Tidy3D script necessary to simulate the whole optical system (from input to output plane). It initializes the simulation domain by importing the necessary data, which consists of:\n",
"1) The input field at a pre-determined distance from the first metasurface\n",
"2) The first and second metasurface phase masks\n",
"\n",
"In order to avoid simulating the whole empty space region between the two metasurfaces, far-field projection monitors are used. For example, consider the first metasurface (MS1). A custom source defined using the imported input field is placed at the appropriate distance from MS1. A far-field monitor is positioned after MS1 nano pillars and spans the entire simulation domain to capture the MS1 near field. We assume pillars are non-resonant within the diameters chosen. This assumption is reasonable given unit-cell simulations (see later). In other words, we can position the monitor sufficiently close above MS1 without worrying too much about evanescent fields. The monitor registers the near-fields and uses them to project the far-field. The far field is computed just before MS2. In the end, we can compute fields all the way to MS2 while simulating a thin region below and above MS1. After the fields have been projected, we set up the second simulation phase: simulating the effect of MS2. We use the projected fields to setup another custom source, placed in the same way as previously described. We follow a similar procedure for the rest of the simulation while paying extra care at selecting the rigt materials. Another far field projection is required after MS2. This time, it is used to compute the fields on the output plane."
]
},
{
"cell_type": "code",
"execution_count": 553,
"id": "ae62d94d",
"metadata": {},
"outputs": [],
"source": [
"import tidy3d as td\n",
"from tidy3d import web\n",
"from tidy3d import SimulationData\n",
"\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 531,
"id": "c1b76998",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Simulation grid size: 199 x 199 pixels, physical size: 140 x 140 um\n",
"X_sim shape: (199, 199)\n",
"Y_sim shape: (199, 199)\n",
"X_sim coordinates range: -69.64824120603015 to 69.64824120603015 um\n",
"Y_sim coordinates range: -69.64824120603015 to 69.64824120603015 um\n",
"Simulation quadrant shapes: (100, 100) (100, 100)\n",
"Simulation quadrant coordinate ranges:\n",
"x_sim_quadrant coordinates range: 0.0 to 69.64824120603015 um\n",
"y_sim_quadrant coordinates range: 0.0 to 69.64824120603015 um\n"
]
}
],
"source": [
"#all dimensions in [um]\n",
"lda0 = 1.55\n",
"lambda0 = lda0\n",
"freq0 = td.C_0 / lda0\n",
"fwidth = freq0 / 10\n",
"\n",
"###################\n",
"#MATERIALS\n",
"n_si = 3.45 #silicon refractive index\n",
"si = td.Medium(permittivity = n_si ** 2)\n",
"n_sio2 = 1.45\n",
"sio2 = td.Medium(permittivity = n_sio2 ** 2)\n",
"n_air = 1.0 #air refractive index\n",
"air = td.Medium(permittivity = n_air ** 2)\n",
"###################\n",
"\n",
"###################\n",
"#UNIT-CELL RELATED\n",
"P = 0.7 #unit cell pitch [um]\n",
"unit_cell_pitch = P\n",
"h = 0.9 #pillar height [um]\n",
"###################\n",
"\n",
"###################\n",
"#PROPAGATION DISTANCES\n",
"d0 = 476 #[um]\n",
"d1 = 510 #[um]\n",
"d2 = d0 #[um]\n",
"###################\n",
"\n",
"###################\n",
"#SPATIAL GRIDs\n",
"#FULL GRID\n",
"Nx = 1025 #pixels per dimension\n",
"Ny = Nx\n",
"\n",
"#quadrant\n",
"nx = (Nx - 1) // 2 #indices without 0-axes (= #512)\n",
"ny = (Ny - 1) // 2\n",
"dof = 2*((nx + 1)**2) #number of degrees of freedom per metasurface (one quadrant)\n",
"S = Nx * Ny\n",
"\n",
"size_x = unit_cell_pitch * Nx #actual physical size\n",
"size_y = unit_cell_pitch * Ny\n",
"\n",
"xs = np.arange(-Nx//2+1, Nx//2+1) * (size_x / Nx)\n",
"ys = np.arange(-Ny//2+1, Ny//2+1) * (size_y / Ny)\n",
"X, Y = np.meshgrid(xs, ys)\n",
"rho = np.sqrt(X**2 + Y**2)\n",
"\n",
"try:\n",
" assert(len(xs) == Nx)\n",
" assert(len(ys) == Ny)\n",
" assert(xs[0] == xs[-1]*-1)\n",
" assert(ys[0] == ys[-1]*-1)\n",
" assert(xs[nx]==0)\n",
" assert(ys[ny]==0)\n",
" assert(np.abs(np.abs(xs[1]-xs[0]) - unit_cell_pitch) < 1e-12)\n",
"except:\n",
" raise ValueError(\"Error while setting up the spatial grid.\")\n",
"\n",
"#SIMULATION GRID\n",
"fibre_cladding_diameter = 125 #[um]\n",
"max_available_diameter = 122 #[um] - maximum available metasurface footprint\n",
"max_sim_size = 140 #[um] maximum simulation size\n",
"max_sim_radius = max_sim_size / 2\n",
"sim_x_size = max_sim_size #x dimension [um] slightly larger than the metasurface footprint\n",
"sim_y_size = sim_x_size #y dimension [um]\n",
"sim_z_size = h + lda0 + 0.4\n",
"\n",
"sim_mask = np.zeros((Nx, Ny),dtype=int)\n",
"for i in range(Nx):\n",
" for j in range(Ny):\n",
" if np.abs(X[i,j]) < sim_x_size/2 and np.abs(Y[i,j]) < sim_y_size/2:\n",
" sim_mask[i,j] = 1\n",
" else:\n",
" sim_mask[i,j] = 0\n",
"\n",
"Nx_sim = int(np.sum(sim_mask, axis=1).max())\n",
"\n",
"Ny_sim = Nx_sim\n",
"nx_sim = (Nx_sim - 1) // 2 #indices without 0-axes (=#512)\n",
"ny_sim = (Ny_sim - 1) // 2 \n",
"xs_sim = np.arange(-Nx_sim//2+1, Nx_sim//2+1) * (sim_x_size / Nx_sim)\n",
"ys_sim = np.arange(-Ny_sim//2+1, Ny_sim//2+1) * (sim_y_size / Ny_sim)\n",
"\n",
"X_sim, Y_sim = np.meshgrid(xs_sim, ys_sim)\n",
"\n",
"#first quadrant of the simulation grid\n",
"nx_quadrant = (Nx_sim - 1) // 2 #quadrant simulation indices without 0-axes (= #512)\n",
"ny_quadrant = (Ny_sim - 1) // 2\n",
"xs_sim_quadrant = xs_sim[Nx_sim//2:]\n",
"ys_sim_quadrant = ys_sim[Ny_sim//2:]\n",
"X_sim_quadrant = X_sim[Ny_sim//2:, Nx_sim//2:]\n",
"Y_sim_quadrant = Y_sim[Ny_sim//2:, Nx_sim//2:]\n",
"\n",
"print(f\"Simulation grid size: {Nx_sim} x {Ny_sim} pixels, physical size: {sim_x_size} x {sim_y_size} um\")\n",
"print(\"X_sim shape:\", X_sim.shape)\n",
"print(\"Y_sim shape:\", Y_sim.shape)\n",
"max_xs_sim_coord = np.max(xs_sim)\n",
"min_xs_sim_coord = np.min(xs_sim)\n",
"print(f\"X_sim coordinates range: {min_xs_sim_coord} to {max_xs_sim_coord} um\")\n",
"max_ys_sim_coord = np.max(ys_sim)\n",
"min_ys_sim_coord = np.min(ys_sim)\n",
"print(f\"Y_sim coordinates range: {min_ys_sim_coord} to {max_ys_sim_coord} um\")\n",
"print(\"Simulation quadrant shapes:\", X_sim_quadrant.shape, Y_sim_quadrant.shape)\n",
"print(\"Simulation quadrant coordinate ranges:\")\n",
"print(f\"x_sim_quadrant coordinates range: {xs_sim_quadrant.min()} to {xs_sim_quadrant.max()} um\")\n",
"print(f\"y_sim_quadrant coordinates range: {ys_sim_quadrant.min()} to {ys_sim_quadrant.max()} um\")\n",
"\n",
"try:\n",
" assert(len(xs_sim) == Nx_sim)\n",
" assert(len(ys_sim) == Ny_sim)\n",
" assert(xs_sim[0] == xs_sim[-1]*-1)\n",
" assert(ys_sim[0] == ys_sim[-1]*-1)\n",
" assert(xs_sim[Nx_sim//2]==0)\n",
" assert(ys_sim[Ny_sim//2]==0)\n",
" assert(np.abs(np.abs(xs_sim[1]-xs_sim[0]) - (sim_x_size / Nx_sim)) < 1e-12)\n",
"except:\n",
" raise ValueError(\"Error while setting up the simulation grid.\")"
]
},
{
"cell_type": "code",
"execution_count": 532,
"id": "fa557135",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"phase mask 1 minimum value: 0.0\n",
"phase mask 1 maximum value: 6.283185307179586\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"####################################################\n",
"#LOAD PHASE MASK 1\n",
"#___________________________________________________\n",
"#load the phase mask data\n",
"phase_mask_1_filename = \"../results_sym/optimized_phase_mask_1.npy\"\n",
"phase_mask_1 = np.load(phase_mask_1_filename)\n",
"\n",
"fig, ax = plt.subplots()\n",
"im = ax.pcolormesh(X, Y, phase_mask_1, cmap='hsv', shading='auto')\n",
"ax.set_xlabel('X [um]')\n",
"ax.set_ylabel('Y [um]')\n",
"fig.show()\n",
"\n",
"phase_mask_1_sim = phase_mask_1[sim_mask==1].reshape(Nx_sim, Ny_sim)\n",
"fig, ax = plt.subplots()\n",
"im = ax.pcolormesh(X_sim, Y_sim, phase_mask_1_sim, cmap='hsv', shading='auto')\n",
"ax.set_xlabel('X [um]')\n",
"ax.set_ylabel('Y [um]')\n",
"fig.show()\n",
"\n",
"phase_mask_1_quadrant = phase_mask_1_sim[nx_sim:, ny_sim:]\n",
"print(\"phase mask 1 minimum value:\", np.min(phase_mask_1_quadrant))\n",
"print(\"phase mask 1 maximum value:\", np.max(phase_mask_1_quadrant))\n",
"\n",
"fig, ax = plt.subplots()\n",
"im = ax.pcolormesh(X_sim_quadrant, Y_sim_quadrant, phase_mask_1_quadrant, cmap='hsv', shading='auto')\n",
"ax.set_xlabel('X [um]')\n",
"ax.set_ylabel('Y [um]')\n",
"ax.set_ybound(0,sim_y_size/2)\n",
"ax.set_xbound(0,sim_x_size/2)\n"
]
},
{
"cell_type": "code",
"execution_count": 533,
"id": "94e49250",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"####################################################\n",
"#LOAD PHASE MASK 2\n",
"#___________________________________________________\n",
"#load the phase mask data\n",
"phase_mask_2_filename = \"../results_sym/optimized_phase_mask_2.npy\"\n",
"phase_mask_2 = np.load(phase_mask_2_filename)\n",
"\n",
"fig, ax = plt.subplots()\n",
"im = ax.pcolormesh(X, Y, phase_mask_2, cmap='hsv', shading='auto')\n",
"ax.set_xlabel('X [um]')\n",
"ax.set_ylabel('Y [um]')\n",
"fig.show()\n",
"\n",
"phase_mask_2_sim = phase_mask_2[sim_mask==1].reshape(Nx_sim, Ny_sim)\n",
"fig, ax = plt.subplots()\n",
"im = ax.pcolormesh(X_sim, Y_sim, phase_mask_2_sim, cmap='hsv', shading='auto')\n",
"ax.set_xlabel('X [um]')\n",
"ax.set_ylabel('Y [um]')\n",
"fig.show()\n",
"\n",
"phase_mask_2_quadrant = phase_mask_2_sim[nx_sim:, ny_sim:]\n",
"\n",
"fig, ax = plt.subplots()\n",
"im = ax.pcolormesh(X_sim_quadrant, Y_sim_quadrant, phase_mask_2_quadrant, cmap='hsv', shading='auto')\n",
"ax.set_xlabel('X [um]')\n",
"ax.set_ylabel('Y [um]')\n",
"ax.set_ybound(0,sim_y_size/2)\n",
"ax.set_xbound(0,sim_x_size/2)"
]
},
{
"cell_type": "code",
"execution_count": 534,
"id": "098a77d3",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x400 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"####################################################\n",
"#UNIT CELL DATA\n",
"#___________________________________________________\n",
"#import the unit-cell transmission coefficient data\n",
"start_index = 5\n",
"unit_cell_diameters = np.load(\"../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_diameters.npy\")[start_index:]\n",
"unit_cell_mode_phase = np.load(\"../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_mode_phase.npy\")[start_index:]\n",
"unit_cell_mode_phase = np.unwrap(unit_cell_mode_phase - unit_cell_mode_phase[0]) #smallest diameter gets normalized to 0 phase\n",
"unit_cell_mode_tran = np.load(\"../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_mode_tran.npy\")[start_index:]\n",
"\n",
"#make a plot of the unit-cell transmission coefficient\n",
"fig, ax = plt.subplots(1, 2, figsize=(10, 4))\n",
"ax[0].plot(unit_cell_diameters, unit_cell_mode_phase, 'r-', marker='o', label='Phase')\n",
"ax[0].set_xlabel('Diameter (um)')\n",
"ax[0].set_ylabel('Phase (rad)')\n",
"ax[0].grid()\n",
"ax[0].legend()\n",
"ax[1].plot(unit_cell_diameters, unit_cell_mode_tran, 'b-', marker='o', label='Transmission')\n",
"ax[1].set_xlabel('Diameter (um)')\n",
"ax[1].set_ylabel('Amplitude')\n",
"ax[1].grid()\n",
"ax[1].legend()\n",
"\n",
"plt.show()\n",
"####################################################"
]
},
{
"cell_type": "code",
"execution_count": 535,
"id": "e8617b05",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Number of pillars in simulation domain: 5992\n",
"Max pillar diameter: 0.539\n",
"Min pillar diameter: 0.209\n"
]
}
],
"source": [
"pillars_geo_mask_1 = []\n",
"D_vals_mask_1 = []\n",
"theta = unit_cell_mode_phase\n",
"\n",
"for i, x in enumerate(xs_sim_quadrant):\n",
" for j, y in enumerate(ys_sim_quadrant):\n",
" if np.sqrt(x**2 + y**2) > max_available_diameter/2:\n",
" continue\n",
" else:\n",
" required_diameter = np.interp(phase_mask_1_quadrant[i,j], theta, unit_cell_diameters)\n",
" #round the required diameter up to three decimal places (nm)\n",
" required_diameter = np.round(required_diameter, 3)\n",
" D_vals_mask_1.append(required_diameter)\n",
" pillar_geo = td.Cylinder(center=(x, y, h/2), radius=required_diameter/2, length=h)\n",
" pillars_geo_mask_1.append(pillar_geo)\n",
"print(\"Number of pillars in simulation domain: \", len(pillars_geo_mask_1))\n",
"pillars_mask_1 = td.Structure(geometry=td.GeometryGroup(geometries=pillars_geo_mask_1), medium=si)\n",
"print(\"Max pillar diameter:\", np.max(D_vals_mask_1))\n",
"print(\"Min pillar diameter:\", np.min(D_vals_mask_1))"
]
},
{
"cell_type": "code",
"execution_count": 536,
"id": "b970ff04",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Number of pillars_mask_2 in simulation domain: 5992\n",
"Max pillar diameter: 0.539\n",
"Min pillar diameter: 0.209\n"
]
}
],
"source": [
"pillars_geo_mask_2 = []\n",
"D_vals_mask_2 = []\n",
"theta = unit_cell_mode_phase\n",
"\n",
"for i, x in enumerate(xs_sim_quadrant):\n",
" for j, y in enumerate(ys_sim_quadrant):\n",
" if np.sqrt(x**2 + y**2) > max_available_diameter/2:\n",
" continue\n",
" else:\n",
" required_diameter = np.interp(phase_mask_2_quadrant[i,j], theta, unit_cell_diameters)\n",
" #round the required diameter up to three decimal places (nm)\n",
" required_diameter = np.round(required_diameter, 3)\n",
" D_vals_mask_2.append(required_diameter)\n",
" pillar_geo = td.Cylinder(center=(x, y, -h/2), radius=required_diameter/2, length=h)\n",
" pillars_geo_mask_2.append(pillar_geo)\n",
"print(\"Number of pillars_mask_2 in simulation domain: \", len(pillars_geo_mask_2))\n",
"pillars_mask_2 = td.Structure(geometry=td.GeometryGroup(geometries=pillars_geo_mask_2), medium=si)\n",
"print(\"Max pillar diameter:\", np.max(D_vals_mask_2))\n",
"print(\"Min pillar diameter:\", np.min(D_vals_mask_2))"
]
},
{
"cell_type": "code",
"execution_count": 537,
"id": "81ef08ff",
"metadata": {},
"outputs": [],
"source": [
"#substrate td.Structure definitions\n",
"inf_eff = 1e5\n",
"substrate_geo_below = td.Box.from_bounds(rmin=(-inf_eff, -inf_eff, -inf_eff), rmax=(inf_eff, inf_eff, 0))\n",
"substrate_below = td.Structure(geometry=substrate_geo_below, medium=sio2)\n",
"\n",
"substrate_geo_above = td.Box.from_bounds(rmin=(-inf_eff, -inf_eff, 0), rmax=(inf_eff, inf_eff, inf_eff))\n",
"substrate_above = td.Structure(geometry=substrate_geo_above, medium=sio2)\n",
"\n",
"all_substrate_geo = td.Box.from_bounds(rmin=(-inf_eff, -inf_eff, -inf_eff), rmax=(inf_eff, inf_eff, inf_eff))\n",
"all_substrate = td.Structure(geometry=all_substrate_geo, medium=sio2) "
]
},
{
"cell_type": "code",
"execution_count": 538,
"id": "cece7e67",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Input field shape: (1025, 1025)\n",
"minimum field magnitude: 8.841660535436755e-05\n",
"Input field simulation shape: (199, 199)\n"
]
},
{
"data": {
"text/plain": [
"Text(0, 0.5, 'Phase')"
]
},
"execution_count": 538,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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2bBhNnjy5wi0FAAAAAACgBIiOqOCAA3A64yKU+KWXJpo9m+jll3HeQE2RKSX+0UcfpbvuuoumT59uXD9nzhxqb2+nvn37+paL+SeffNJa7+LFi51JsmDBgqrzwidW4GPs01pnKRX4sPzslVTg9XLWyPIRCrypjrjKu8mbbimbyN+ei1Da1Tbm5f5lJcwb3xGU6JqzRKX34Cq7Qb3P5S1qvYxGr1T0Qh1KpY/y0Vui1PvKRJQN5JoPE5yVWs4keHU9LGq2rw6Lah7YR6EO+TnsqCIfK5d8lCLvblw2b3zsOuNVkni/AABg5OuviZ56yh+wDUTTtavrjb/jDvchyBZb4KyBmiEzSvyXX35Jhx9+ON144420nEgdYWDJkiXOa5cuXXzLu3btqtaZuOCCC6hHjx5q6tevX4lbDwAAAIAw2tranL/1+kP1KMSDexHENuxvPACZ5/773Qekm25K1L9/2q3J3pB66Yu3WcoAyCCZ6cTfe++9TnC68847j4YPH+5MH374oROlXrwXf8hl5/7bb7/1bfvNN99YO/6C8ePH0/fff68moeiXBKHEVDonfIx9CpXJqMKHbSvK8+jsYR5p03qhwukqPC/j7UMofz4VXu5bTDk2yTrlxNercoY6GhrdqVFODe7E62wMTvkGb2rMORPJiW1rLaeVtZUpLGdTU64wNbKpwZtUea9O79iNdXhTe1ODbzKVcco1lney7jdO+7zjKxyvnLzjVueHTYY6Ctu4k7ou6lx7y9V9kosuw8oGyhnuNfv96N238j4Ou9eTfm70OtTH1ftcRn0X2D7nSb4v+D5ifE9Zv9f4dlX4nQyIbrvtNlp55ZVp7bXXpmWXXdbJKpMPyWIg4uP83//9Hy2zzDK0wQYbONa5nXfemT777DOcTlB73HOP+7rPPmm3JHvssosb5O7TT4mefz7t1gBQf8Pp99hjD+ePu86xxx5LG264oZNiLpfLUZ8+fahnz5702muvOcHtJGJ+85B8mp07d3YmAAAAAFQW8TdaxLkRAWgPO+wwZ37o0KG06qqr0m9+8xvjNpdddhndeuut9PLLL9O6667rPLzfaaednN8DD4pc2gDUCvPmEU2d6r5HJz45Is3cHnsQ3XKLO6R+yJBSXyEAUiEznXjha+ded/EEXgx9F0q8ZOzYsXTdddfRMcccQ7169aJJkyY5HvrLL7+cskhsL3w5PPAJfPjGaPROHXGi1DMPfJjvnud/LyZve1zvu8337qwztyfKGx9WRyCyPPe5m/ztbBubn94atV6vL3aUeiorNvGtEJXeX863XNqQvcYrb3qUF94XFV7uwBLpXtYdxxNv88IrD7z0tXvl9DrYMVn98javfJxtbX52U/2yXe1FeuT1Okw55E3YPPJuJcV55EO2LYs3HkRy9dVX03rrred04AWbbLKJkyL2iiuusHbixUi8QYMGOR14wfLLL+/8Fnj44YdxxkFtMXGi8Jq4UenXWivt1mR3SL3oxN99N9Ell7ij2ADIODU3xu+cc86hwYMH04ABA5wfAmPGjKEJEyY4ueIBAAAAUF0INX3rrbf2Ldtmm21o5syZ1kCzRxxxBL3//vvOA4D33nuP/vOf/zjK/Mknn1yhVgNQIUTHU7DvvjjlxTJiBFGPHiLAFobUg5ohM0q8CfHHm3vdRRA7ob7PmjXLCXYjntSvuOKKlWtUGpHoS11fqK80ZjT6Uirw3G9rqitKgecee9M28lX4jaPyt9sU9kbLckMdVuXdqyOgkHO1XavXprTzOozqulzWUDol3rYtV9PNG8dcHsgFH9xPQK23KfWaAs5V+rynkstI97m2fKgy71tnyznf5s3K+9kwrMAayb4tKte7/tlLmFM+TJFnEeQTK/J6vSyHvDVavWqXdn1iquKlVNERrb68fP3117TCCiv4lsm/2/PmzaPu3bsHttl0003pzDPPpBNOOMHx0Ivh9L/85S+dKWkmGuGvF1NWkG3NUpvjgmNjfPstNT3xhPNnt0UMCa/Sa1711y2Xo8bRo6nhttuo7e67qX3LLWvn2DpILR9fS0aPLW57M92J3zLkQzhw4EBnqnk68tAgybbFpJKzLQ9LIadvY3ogYEstF9V59zrm5vpjdry1dtjKOMHJTMsNnWzZWQ90sCOGyJtSzFk766yDHtaJj0pDZ+3Us+MKI9CdChvxHBg+nzc/nDLVoTrAcltWJx9On7Nvyx8IqE34UHyvYx5nyH3Oq9za2Q8Zap+T97J6AGF7YqG3qcjOvN4OdWzsOsRNQeffqLjOfKlTuSENXFXQ0NBAra2txh8xjZZhrxdffDFddNFFjn9eDMUXAWx333132m+//ayeeJGJRozW40yePNkRALLGlClTqFbBsbms+sQTtHFrK32/2mr01AcfEImpiqnm67byqquS6DUsvv12mjJ0aHiw1YwdWymo5eObkrFj+/nnn2u/Ew8AAACAbCPi3YjUcjpiXnTgRcR6E7fccgsdcMABTgdeIJT8k046ifbdd1+aP3++o86bMtHow+2FEi/i6owYMcKo9lcr4gGH+FEqAvk1NzdTLYFj89N49dXO6zKHHUajRo2iaiUT122HHSh/2WXU9euvafTKK1NepOurlWPrALV8fC0ZPTabjYyDTnxWh9HHSCOXeNuwgHJxFXjbcPcwBd42vN1UV9xh87Y6Q7blynhoUDrbsHk1FD58qLxbhh+Tt9xShykAXaTiHqXUF6HIB/ZdIgLKu3oj30m1mi021CFV+4BaH6XQ68ssQ+9znrpdGE4vd144IVFD7vOeJG4bZh821F7NyrJh6rpS7XNMJWcnIGzIuW2IvdpvPp4ib6qrGEXeFuyugoHuIusLr6TwvpjRAzXIDjvsQDfddJOTKlao8oJHH33UGW0nM8cIZeKrr75yOt2icy863aKzrvPdd99RU1MTdenSJVEmGvHjLks/8LLe7jjg2IhI3N+PP+6cj8b996fGDFzrqr5uwhMvHoTccw81idE6v/hF7RxbCajl42vO2LHFbWvNBbYDAAAAQHb49a9/7XTSjzrqKHr99dfpkksuoXvvvZf++Mc/qjIi1k3//v3piy++cOZFJPs777yT/vnPf9K7775LEydOdIbKC3UeKWNBTSA6msJWIjIwDBqUdmtqg733dl/vvTeeXQuAKgZKfI2RugIfUnfRCnwMFT122jitjM2/HuVvD1uX5+q+FPiMqe7iKe+Fbdl5S6K4x1Hzebtsj/hCbrG46rwpwF1BeTfvMJDqzVCXUuBlULp8QoXepNIrz7n/OlmVed03LwVlXqdqr9krb1zHlPB8o2XbMHHXlo4ujle+o4p8WF1xFXmtTLGKvLsKP96qiVVWWYX++9//OoHqRCdczN9333208847qzJLL700rbbaao7SLqPTizSz119/vZNCVgTCO/744+nEE09M8UgAKCH33ee+jhmD01oqRo8m6tSJaNYsonffdR+QAJBR0IkHAAAAQKqIfO+i425j5MiRNHv2bN+y/fff35kAqDlEYKvJk933e+2VdmtqBxH7YqediP7zH/chCTrxIMOgE19jXvhEFJPKLkqB50p52H7jKvAGFT2xAq9Fp4+KPh9Yz5c79VnUc+6VZyq63xPP1tn87KpOuV2hGVbF3RaN3qSyR3jhO5JqzoZRB7WIo0pF96K0B5Zri3OeKm1T6wOKOFPojSo9U9qV8i/rYsq8876NX2O5I37MZq+8v752s4+eR6+X633R6dtTU+QLy7UbRW7C088VE5We118KdT1BtHqknQMAlI3HHiNauJBo9dWJNtwQJ7rUQ+plJ/7MM3FuQWaBJx4AAAAAAIBq4f773dc990ycCg1EsPvuIncl0fTpRB99hNMFMguU+BRJPRp9oFwu3AdfhALv88FHKfDWfRk88QkVeJ+KzhR2W4R5a9R6k/ddKfP+Nss6uZqul7Wq9VHe+LA61CgDfzmjus5unUDEe77cRLG/MWLkiS945XOW5cFtlLeap1D3lHpifneV893khVfqsFdARp6XCjzzzPvWeWXV+ZECL1vPvfL+ZQ3GCPaB6PVSsZfHKMrIESjFKvLa8SZV5HNenXld1VaqOTtIS10Bb3wStT5EVY9U0SutyAMAgEQEs3v4Yfc9htKXnhVXJNp+e6KpU101/pRTcO+BTAIlHgAAAAAAgGrgv/8V+RLdzuaQIWm3pjaRwQJFlHoAMgqU+GIppTe90kREozcq8LbhXJblSoE3qugRdYV54qMU+MYIdd2wTdDH7o88r+Z1BTym951701U5Q9lIb7zB564ilEcp7oH1Wh22MqydhfK5sirx0vNti1ZfUNvZvM+37vfGc199QaGXirihfib48uU2z7xRxZeWb9bOQsMDp0G7EDLKu9dWqbgH8sX7FXufaq/yxefNyrxNkdePIdA+fmFyoYq8uwnbr01Vt0SrdxbZ/POl9MZXmgTKPwCgxnngAf+wb1B6hE3h+OOJXniB6MsviVZeGWcZZI4M90QBAAAAAACoEcRDSdmJx1D68tG7N9Hmm7vvH3qojDsCoHxAia9VL7xpu6TR6E0KHI8gz+o2KvA2oqLRK3U7hq8+SoE35Jq3KvA88rzKK1+oQinqEd53pZ4rH77mm5bim61sINe8XB5sR1C1pwRKvL/NheXBssZ50zZF5IlXdfBKuJoeWK5L8ax+Ns+j1xfUdU29ZmULEe1lHnTmhVfzWjO4Bz6uV15D7ZdFnVfzniItR2PoowkUjUyRV8sbYiryhej31oj1Nm+8Wq959NstOeR5fIxSRquHNx4AkBVefZXo00+Jll6aaPjwtFtT2+yxB9HLLxM9+CDRUUel3RoAEgMlHgAAAAAAgGqJSj9yJNFSS6XdmtpG2BUEjz9O9NNPabcGgMRAic+oFz6RAm+tJIYXXmJbxxX4sH3EzQfP1fYwXz33t9sizOvtt+V/tynwPPK8aZ3N+862Nar5FiU+qMAbRgTwei2Ku02xD7wvwiNv3LYDSrzNAx9Qz2VxX5AAfxmplqtt5XlieeP1z5NSwKV/XpaRUd/5+VFispYnXt1DTAmP8sr7Dpytk2Wlus7yxueZd97dX3u4Im/zu+sfZ3l+o3LI2xR5g4ouvy8CinxUXdr3lNUbb0P/jmLe86qJMA9vPAD1jezEYyh9+VlvPaL+/Yk+/phoyhTXJw9AhqiOHikAAAAAAAD1ysyZRDNmEDU1EY0alXZrah/xAFiq8WJIPQAZA0p8NXrhS632J41Gb1Pn9HW2Y7F51otR4OV5MKn5tjzwEZHmQxV4W+53pZDrx0LGddz7XlDTDSo6V++lWhrhifcJzwEFnu3Hoqrr7Yj0wtvW68S8tVUdgTdaVQGl3V82oOL7osL7l6lrxpV3qV6rCOpaHWoZHynBlPm2nDlqvf5e5qH3Fti88oXttEqYKqwUeWanD+SN1yrn/vmAIh+VR96t2F9vsYq8b1uuvPtHJoRGvmcR6ysSrR554wEA5UZ2JIcOJVp2WZzvSiA68X//O9HDDxO1tSEbAMgUUOIBAAAAAACohk68CLgGKsO227oPTL7+2k03B0CGgBJfj154a+Wsbl2hj5sPPqCuG+qIq8CziPMdUuD1PNMWBd6W+z2w3qCwB/PD+9cHymvKe6QnnqnnxlzzDcVHp7f66Nl6Xr4YL3wcb7wth3pAiWYKvfOWp0rnZVWk+Rzzv2ttkuo5HxAS8MQzv72nzLvbskj2bF42TEWrNwxcscJFaqsiXzjgDinyah2VXJFX0ept+eNNdRQTsT6msg5vPAAgFb75hui559z3u+6Ki1Apmptd68Jtt7kPUYYMwbkHmaE6eqYAAAAAAADUI5MmuQ8rN9iAaLXV0m5NfSF98RMnpt0SABIBJb5WvfCmfcaNRh8apV4qhyVoq02BD/XVS2+xVOrIou7L8kyxD1HgA574wPpCFYHo8xHKu5pvDPHEW6LSB6PY63XI42fbyMO1KfKFKoJlKIZ6b5ovAl87bAo8i06vds/U9TC1XkV2Zx54kyeexyIIKPPqlXvitQZKVd4WXyDHc8GbToLlBFsEaK7Iu8fL5HJ+kT2ff94bZaC+q0zqulpn8ci3Fa+Mx45W76zj6nkK3nh3hxFFqyTiPQCg+nnoIfd1t93Sbkn9scsuriIvAguKae21024RALGAEg8AAAAAAEAaLFlC9Oij7nt04itPjx5EO+zgf5gCQAaAEl9rXvgYqn/saPQGBTxAlBc+LLJ8oUERdeledIvXnUWUt0WgD1Xgmcpv87fr9dkU93a5nkWc93nirfngzXUGyvnKWupIEp0+pvIe6n+Pq86HiJPcz56PUuYN0ekDueXl+eFR6o2eeP9r4X40R7RXr9p9rTzwLJJ9g2qs3xuvotf7zoQp7L12bL6l2nq9BuaTl7nkc1KtZ0q98s7rUjw/D2qTBrYT23eEXUUvOlq9vj9btPpAO7T2yf3BGw8ASJunnyb64QeilVYi2nzztFtTv0PqRa54MaT+lFPSbg0AsaiOHioAAAAAAAD1hlR/RUC7MDsjKL8vXgQXFJHqAcgAUOJrMS98oP6Y7TCp58VGozep7rZo9FEKvG9EAKuLK/By3pYDPkyBt+SFL/jZTSq6RZHnCrzRVx9Vl/lVl1qjPPDWfPEmNT+hIl/x6PRcXTco8YXo82xbrtDL28Xgibcq7dI3rpRpFjZfPwcsCn2hebmY0eu1aPC8ftke4x7CffKyfnl/KkVefebYCXKWkcVPz5ZHRasPi1gfN1p9WB2cUkSxLyLCfbAYvPEAAAvi+wl++PRZdVWijTYimj7dDTI4dmzaLQIgEjzyAwAAAAAAoNK88w7R7NlEnTsTDR+O858me+zhviJKPcgIUOKr3A9ftBfeoKbH9sIb6iw6Gr3JVx9IwG1R4rnKrq/jnneeH96WA74DCrwpOn3AN99o88iTvQ7l7/eXsb7ql822zuqzN9QRU4G3Ra+PXGbC5Ou2RZ+Xq+N44pnyrta1m6PUm4K2F6LNh78Gc7wXGlKwj8uVrHIevb5wlPoZYMvMJzeRIs/yxRdGJPjVbT2LQkCtD1RuiVYf5mfvaLR6f2HffiKj1TttzGXQG98QfpEBANlD5CYXiA780kun3Zr6RgypP+ccosceI1q0iGippdJuEQChpN9LBQAAAAAAoN7AUPrqYeONifr2Jfr5Z6Innki7NQBEAiW+HpV+rqjF8MIXyhbhhef7jfLVN5pV9nDPO1Pgbeq+oY64CrxJzecKvIpKzxVyptCHl4mprof45aOWG33tEZHtVTmbV76jcKXdtpyr7XoVFiU+EI3estykznPffCHivFdenY+gnB8IcJ/jUerVBv66fGcgQpFngrPfm8+ORd5jLAo998z7WqG29U5EG/ezS1U7IMGzhsX3xsdS3nkd5fbAd9AbDwAAPr76iujFFwtB7UC6iL8hQo2/4gp3SP3o0bgioKqBEg8AAAAAAEAl+c9/3IeOm2xC1KcPzn01RamX1waAKgZKfFoR6YutoxReeLWtbbn0+mrrTZHi9TpsyrfpWCKi0SsVnUei1xV3vk6p1uF+d/190AsfrsCbVPT2poio9MoTz47J4Je3+dttdYZtY13OFXl9WcD77eVFt3nDyx2dPqDAy4aybQ154lWEeZsn3rLcqM5bosSroOx8vXYfKsWdbcuj1De0qr0HT0iUIq/5122oLVVMABaF3pvnnnnfOhmdn+dw559XlYOelTMhP89tLNc8j1YvvfHGnPJmVd/qjXcW5ivuja8afz0AoLqG0suOI0if7bcn6tqV6PPP3Uj1Yog9AFUKOvH1PIw+ankxdYV1+m2B7AIp59g+TCnm5A90Ppw+Ilidfx0l6rzLDrt/W3PnPTCs3hTYrjFepz3QIdc6bdZh81GdedmJM5W1ddpZj7vYjruvjrAOvbeDQqfeC1yWt3TI9Y5mPnxofOhwetYpV9uy1G7ytvR2WRher69TnXUKHUbf3uQdm953bs3F68yrKqMvSGFL/9D3HIVF+vN39AMp5fiNYAt0J2izdGCLGQpv2wbD6gEA1Y4InCYCqAl22y3t1gCJCGYnggyKgINCjUcnHlQxGE4PAAAAAABApXjySTeAmhhGj45idSG98KITD0AVAyW+VobRB4qHPJ+JO4xe30fcQHZcoQ8bks/Tw1n2oZaHlc1ZVG1jijnzuigF3q+i21LIWYbVhynxtmHztmH0IYHt7AHt5PBh/z599fHh89bh9myIuAnbuhChtaC4SzXdlIdOm5dKvT4U3ttGqfRSJrcp7waLQEB5tw2rNwyjLzTEPB8YRq/W86HyhfsuUpHnEQCNfgf/9S+k0ZOfJznrnzemn/N/5AwWG3mw8mYzDFFIGOhODqsPTTsXd1i9cf/JhtV3ZFh8KeoAANTIUHoR0K6Y0ZCg/J14EXTw66+Jll0WZxtUJVDiAQAAAAAAqATioerDD7vvMZS++hCjIzbayL1OjzySdmsAsAIlvlYIe5JbSi981D4C/vYwNZ+p6g3haeSMqeRsAezUq9yu0AxVJuCN5z56/7YmNd+qwFtUdU1QVG0LBLaLUuR11Tjgn8+Hq/cmtZ2r9VGeeJPQW8LAdlI15oHslAWcp5FrCFPpmddcBbLLmdPFGSzdNgWeB7bLhw2UCZwfb5SHt1WDsaD/WtqU95y8jwMnQQ/+x8uYm8dTzxnTzyUNdKffHIEsdCVQoovxxqflmwcAgDfeIJozxw2gtuOOOB/VqsaLwHZiSP2BB6bdGgCMQIkHAAAAAACgAjQ8+qj7RgRQ69IF57yah9SL4IMtLWm3BgAjUOKrPSp9wm1K6oU3eNGtXnheztRuW1lbNHpDirlAKjmbuh8Snd6qwHOfO08fpx2SUuAtUegL62V7/fOhinuEF97vqw9X3rm6HlDbTSo9m5dlAwM3NBm96EEdebucn+eeeOmVl2o6i0AfqtJ7qnHBK583q8fasoJP3F+nmm+zR6fn1cp1gU9FzqbIFxogI9fb0tDJ85TzlvtOKRen1Qr/gkL0fhaB3tkxW2aLVq8CDzCV2/dd0G4uG9Mbb0w7l9AbH+mP928kN4hXvthtAAB1Q04O0R41Ku2mABtbbEG04opE8+ZR7vnncZ5AVQIlHgAAAAAAgDLTvGAB5UTANAE68dVLYyPRyJHO29ykSWm3BgAjUOKrPSo9h5ctR473Yuri7QpV82NGo+feeL2sUraZ4p6zKPC6jzzggWfLLT535V03bWtT4MNyvPOytm0C7dLcz40xlXeLZ94t6ym5apAF98ab5VxVzrAuEsOm3ANfUI2Zssv87rpqrFR65oFXldmUeX1UgfR6cy+87VVT4AMwMdZk49ePQSry/jLyPmQnTcUI8Cvheq553wiUkAaoTACm6PQ8gr0tWn2UN14/V7xsOb3xSbbhUerDNpXfAR2IMF+KOgAA2aHX669TTnx3rr8+Ub9+aTcHRA2pv/lmahCd+O22w7kCVQeUeAAAAAAAAMrMSq+95vdcg+pl550dRT733nvUde7ctFsDQAAo8dXqhe/wPmNIolFeeJ8XPaEX3lhHuOedR6PnkeiN/nWmivLl5sjyNk+8O98u6wgo41odjTEVeIvabixjUfWVem7MNW9R3vm2DRa13Skjz6FXJuCFt3jjDUq8UZ03UFCP9YXeeQ9Eo88Z53Nyua5iBqLS+xX3QKR5U9wFlSvcq9KrQ0aht6IfUoRKb1XktUpUTAC1jdcOdSLk+WIGd+0eK5w0b9a7t6Xyri6D9vngh8Ij1tui1RfC9csNDdc4EPo/oTdeqz/SG98Rhb4UwBsPANBpa6NeshOPofTVj8gPP2QI0X//Syu98grR4Yen3SIAfECJBwAAAAAAoIzkXn6ZOv/wA+VF53CrrXCus4A3YmKlV19NuyUABIASnyJWL7xJuY/wwseKSl9JLzwvp723R5bndVOIJ57566WSqBRptt6XJ96muJs98rxcRxT49kTR6f0KPMlI9DmDEi+Pr9GivCuvvFyuecCZj17OS1W9cMotCn1pLPFWxV1Z4ZXKzsrJee0992crZV5eY6mQmwKIs/su1+Zu2y7n5fErRdo/r1URiV2RNynv7Dx519pWzmkTO4dKgZeKfES0emdRQGk3R6tXs2EKuLwulfDGh6j58vtSRamP8saHqOrwtQMAYn01eQHS8jvtRLkm/PzOBLvuSnTaabTiW29R+08/ueo8AFVCpr5FfvjhB7r++uvpueeeo6amJtpmm23oiCOOoE6dOvnKvfLKK3TllVfS3Llzaf3116dTTjmFVlhhhdTaDQAAAAAA6heZH7595EgMg80KgwZRfvXVqXH2bMpPnUq0995ptwiA7A2nb29vdzrks2fPpjFjxtBOO+1Ef/3rX2nUqFHU1laQwEQHf8iQIdStWzc65JBD1PxP4glaCRHqSyki05ccoShFKe6i3aL9uQbXD+/Nq23lJNQqOfF1fH+iHmfidWiT2r83eWWE4umonpZ5R9rzJqFau1POnWT5Bv/keHwbc8Hy+tToqtyFMkVMvI5G89TuTb7l1m3y7tRE3iTe5wt1ePNiIm/i8zlvosZ2Z8o1uVNDszc15bVJzLdTU3ObMzU2tTtTk5rafFOzNzU1tqupU1ObM8l1nZpbjZNa7016HarewOS2Q7XLa6dst+9YvOOTx1s4fu98WM6Xfk6D59m7DvK6xLiOxusdtk1J7kHDPe6VKXwe2BT4/Hjltc9c7M+p/Fyz75nAd4Lp+yLwfcK+g0x12L7Hor4bSzkiqdb/ngAASsPnn1Nu+nT3e3PECJzVrJDLOQ9dnLePPJJ2awDIphIvgii9/vrrtNxyy6llolO/2WabOcr7lltu6Sw7/fTTafTo0XTppZc686KT37t3b7r22mtp3LhxqbUfAAAAAADUIV4HcP5aa9EyvXql3RqQgLzoxF95pTuSQliuqvBBMKhPMtWJ1zvwAjlEXqrsCxcupGnTptENN9ygyghFftiwYTR58uTKd+KTRqUvIoq91Qsf5pGvpBde+7Ir2guv18Hyvluj0TNvvMkTzyPXc397wDNv8rPz/caMWu+8b/L72u2eeHPEeX1dTkWp988rf7v32sDmnWUsKr0sI5c3eNG/AwHE9dzqlqj00qctfdthUerbWTRzaU9u96KQy/XtMlq8d23bNR+19MTLMur6y/k2v2dezeu7lj56Hlle3Y8skb1c3ho8PnteeP+rfm8F6/B73gt1ygbIOAisbl+cARY7wRatXmas0HPN50rkjfe1owLeeEkSb3yS7+h8wm3ilgcA1B7/+Y/z8uVmm9FaabcFJCK//fbU2qkTNX36KdGbbxJtuCHOIKgKMjOc3sTFF19MK664olLh58yZ4wy779u3r6+cmBfD8G0sXryYFixY4JsAAAAAAADoEEuWEE2Z4rz9atNNcTKzRpcu9LXsuHsPYwCoBjKjxHOuu+46uvrqq2nixIm09NJLO8uWiC9K5/PWxVe2a9euap2JCy64gM455xyqFIm8jxFR6TuknsfdLk5e+Dj7suWFt0atD+Z4V2VjRqMPzfEeVTawvNCM9phR6AMR6LVPXFIFPqC6+xR3Ty2XSnujWXnn6rpTfYN/mZxXyrwn2xYuLcsnz1T5JOjqu1SN5TKlxAtfu7a+TantDb55Z5l3PxYihjNlXt4/chsVvr/QJpUH3VuYD8TS5/c2C+1uUOUDinzesl5f7h9cEVDVlVgtz5e8L3zn1B+xPjJavWFkgCwTUNot8+oguMquF1Z1xswbn4SOqPpRUerDNlX3XIXz0QMAqptp04h+/JHyK61E89dYI+3WgCKYu9lmtMrLLxM9/LDw7eIcgqogk0r8LbfcQscddxzddNNNjv9dIofbf/vtt77y33zzTWAovs748ePp+++/V5NQ9AEAAAAAAOgQMrXczjuXz+oIysrcTTZx37zwAtG8eTjboCrInBJ/2223OWnlRKq5gw46yLeuT58+1LNnT3rttdd8nXsxv/nmm1vr7Ny5szPFoWojCCdQrpxIzoIGm0c9LOe8xQtv8K9H53gP98Jzv7tblpXJseVMTVevup89QoEPeub9r762RuWJZwq8Ukv1MiJCum9bqcDnzQq8nuNdKu5MkZfzUiFv9NTsRrleq0Mua8yxbZQXnqn4SpkPKo5xFXnuf/cp8cQVeanAe9547zq1eR5judxZ1+5f1tbmV+Zlrve8rKvNU/k1Fb2gMEu/PLvXpMJcMH3LI9COxuyTV6Iw88ArBTxwVnTFXb7K8xKeP963TJXxrp30/TNfv7ymvssjR73ki/TG60q47TuAq/Zt7Ezo30ncvy4HU3jXNB/He27KYV8FQM0HoAbxhmDLKOcgeyzq2ZPy669PubfeIhIB7g4+OO0mAZAtJf6OO+6gww8/3OnAH2z5AI0dO9YZav/VV18585MmTaLp06c7ywEAAAAAAKgIH35INHMmUVMT5YcPx0nPMOohDHzxoErIjBIvhrmLvO89evRwos/rEeh/+9vf0kjvwyW87e+88w4NGDCA1lxzTZoxYwZNmDDByRVftVRrVPpQT7zFC8/n9WIJvfDGCPcWL3xAtVeKvX9eXxZU4v2vytfOIt4b10Up8sz/HqrAN4Ur8A2eqq6vk0q7iizvqehNbDlX3X3L5DY5swLfJFV8kwLPNGSbIs8VeFPUelmmlUWll9e61TthSm3X9tXmlWnwfMnymFo9RV565tulb9mb10eMtEv1nt1Dal6VzPmul98rH/SnG6PQK9+/wRPfYFmnVHU2324IBs/bnrOo6xZvvO+wckV6433ngHneuTdeBSRg90UpFPMQNT9xlHp3I69tiDoPAAgfSk/bbEPUowdOU4bJixG+Eya4Snxrq/NgBoA0ycwdKILTPeLl2eQMHjzYV06o77NmzaK5c+fSoEGDnAj2AAAAAAAAVLwTP2oUTnrGyW+xhchtLQJtET33HNF226XdJFDnZKYT39zcTMMTDEUaOHCgM2VBVQ9g8t0njdasl4/y8XMvfNi+bIo725cpx3vSvPBmFd2vyhZUwnAvvC86fVQ0epWPXe6TLTeUtSvw5tckCnzOU9ML/veC8ie9740B5d0/L5V3Wa65sZAEvdFT3rniLhV55YW3vLqnw6yUyjImD7yzXLu4Kg+8fFV54P0KfGPAG1/4zLW0NfrUeanMy1EFUoGXyrzcvfTK68tkDnl5sbneHlDkTbne8xGCMo9Ar9fBRerGiGj1spx+ruUIEOaNL0ScZ58BJZRrvnqb4p7QG+9uwzzv6rxb5o3fZyzvu02lTylKvb1OKPcA1BU//UT05JPuey1OE8gojY1Eu+xCdOut7pB6dOJBymTKEw8AAAAAAEDVIzrwixcTrbYa0aBBabcGlAL5MEaOsAAgRTKjxNcCZYlsX4qo9HHqtkWl52VtaruhbGReeJ4TXi/Dytojzvtffe9jeuO5yp5Mgc8bc8CHKvBNLPc7U+Abm/Qc737FvaC8s3mpwDe0+dR2k/LOve8FRZ4p81Ta6PQ8Kn27d1KlAs+98nK5nNePu8UzkkvfvGxrm3f+pdKc8xThNsMImnZ1E0uzeYQi7zt0puTKnPP89DRaItDr61j96j6U4rUUpJUSr9Vh2aYQyV4ul+eFAp85PkogKm98QFXXjf4Bkz5TutuKUNHZd07aUeoRYR4A4AuAJjp+SUdTgupEpgl8+22iTz4hWnXVtFsE6hgo8QAAAAAAAJQK8WAQfvjaY/nlibbayn0PNR6kDJT4mFRLfviKR6UPNsBcNsb58eWMd7Zhy2253/Xo9Nwnz6NuK8+8Zd7ghbcq8FypN/nZrRHtzQq8nifelgeeK/BSeVdKvKaiNze1Gb3v0vMulXe5TSdvuVTXzUq8v0zBA8/yyWuysVyXODq9dmGkEt/GlHjuiW/NNbL5Qh2t3ueggSnsDd42LSr4uV+R9+Vz974V5W3XxhX5RqbI82jxOioKvOfJ9+YDkeblLgyeeCUo81ElalvmjdfakWuX93jeP6+OXxY0f47ct/l43niVe96LQxCmbqs2R0SpLzSiPJHqSxGlvgxAzQcg47zzjqvULrUU0dChabcGlBIxsuLZZ92RFscei3MLUgOd+DQD2sXZptiAdnEeOpQioB1bHhwirw/Jt9VF5o43TzkXJ6VcRIc8UeedB7gzDafn63jnnXXU9U5aVAA73nkvDJkvdHDksmY1rN7feeeddnMn3r9MzjezYfR83tRp11PXhVHoqBuG1Xsns0V14v3zrd7+eadeXyYfMMhOvRw2LzukrV4APBO5tmC/3tiZlwHvVLA47WFTIKKdv2PLA8mpe03vgPOHR7ah8Wreu6+14Gu2smoIfkTKObeM13b1GfPOJb/UttRyhodwfEh+7AB3vv0UGeAurKxtX6HD+RMGrNO/95GeDoDaRKq0ogPftWvarQGlRGQaOP10oieeIFq0yH1QA0AKYDg9AAAAAAAApe7EIyp97bHBBkR9+hAtXEj01FNptwbUMVDiq2kofpIh+5UIaGdqj60OS0A73xB6a0A7/ir35b74xNqA8m4ObMeH0esqepRqT0mC41kC2qmh8myYtD6cXiruUrnkAexsCrxU0/V1fPi8LNOJBbLr1NBqVeKl0l6Yb/Op7Hy+0SdtdjywnVS65bom72TyeanEc2Xep8RLxV0GtpMWAE+Rl/M5T5G3pchz6iC/GCsD3uVlMDgVnE67tiyQXc6a6s1ft/5YNRDAjgeus6nreh1587D6QEo5nnJO/9iydgQ+p5YAd8GAdwaVPhAET3kYkqvolQhwp38nRqSbw5B4AOqU+fOJnnnGfY/88LWH+Hshruu//uU+rBFp5wBIASjxAAAAAAAAlIIpU4ja2ty0cv3745zWInKEhfDFlzC7CQBJgBIPigtoJ5EKeJyRAUwpk9sEvOg2xd63P1mnf9uAys4Ue986nmrOptAzb7y5rF95V+1pMKvt+jKuvEsvfCF9HPO3e+V0Bb5zY6tPeQ8q8XK+1ae66+uk0q789XLee5Xp26RqLedtPnmnjEztpgc2sAS2a5MeeBXgTnrh3QvQ7CmqLV57uDLvlmVKvCeT87R4cUcMCNTfZ/5tKZV5b5++a8uU9bynhKt7iCvi/ix24V54WdZyv+oyuvTH27zwqg4VpC6ofAeDScp7WrbH88zbVHYDymevlHdW1hbgztdo/HACAFRxajmo8LXLsGFEnToRffQR0axZRGuvnXaLQB2CTjwAAAAAUqW9vZ0eeOABevfdd2mVVVahffbZh3r06BG53WeffUYPPfQQ/fDDDzRixAjacMMNK9JeAIyIQJuPPOK+hx++dllmGaLtt3dHXYiHNujEgxRAJz6CukgtZ1PRTcstUemt603NM0SdN25j8OcGUsmxSPLKG89USn+Ee1a/xQtv88abo8/botGb08jp7wteeE/h9pRwnj6O+9/jKPBSeS+Uk0p8oQ6b8l5Q5lt9qrpKNReSYs7kl/dHeDco8d4FkcvkfEt7k0+Rb8qZlXlnnVdGRslfHKIGRyFHBHBzvMqMID3xMuK8tq9CxHr/fKGAv47CvF7Gq4Pdf9wbz73w+qVQ964qk/Pfl0rVl58bvzfeXUdG5b3QQF6QKfU+g71Fpe9IlPqOgFRzVUFbWxuNGjWKZs2aRXvttRf95z//oXPPPZeeffZZ6iMCSFm47bbb6KijjqLRo0fT2muvTcceeywdd9xxdOihh1a0/QAoXn2V6KuviLp1IxoyBCemlhEjLUQnXvjiTz457daAOgSdeAAAAACkxk033UTTpk1zOvF9+/alJUuW0Oabb05/+MMf6N///rdxG1H28MMPp0svvdTpuAvOOeccZzkAqUelHzHCHW4Nahcx0uKkk4j++1+iH35wH9wAUEHQic9KTvnIOkMiyvMyPM8yJywqvXW//nmTnz3gm7dEpS944mU5fRtZxntV0fL5clY+LDp9RLT6sOj0XLUPRNZvYKq7p3r7lPdG7oFnyrtU5pn/3aTAL9XY4lveWSrxMio9Wx6mvCsvvKeCNudardHpdX+8e/j5WOq29L2botO35Jt8xy2VeJsy7+zX84CrUQPMA2/z7ptQkeTZvFquPOtyBIFWd6MXGV35xdUJ8BoaMQrEmYkoY1Hg9Tr4soLyLpd7x+SdN/URDRn9klNqPR9R46n7qhz7HOuR6qP887Yo9c4yXpbliy+03FynU5ZK76tPmi++hnj77bfpnXfeoe22284ZCr9gwQLq0qULNTc3x9r+vvvuo+HDhzsdeEGnTp3o4IMPpvPOO49uuOEGf4YDj6uuuop69uzpqO+ShoYGWmeddUp4ZAAkBH74+mHAAKK11iL64AOixx8n2muvtFsE6gx04gEAAABQ1DD4gw46iO655x5qbGykSZMmOZ34W265hWbOnEl///vfY9Ujyu66666+ZQMGDHAeBnz55ZdOnZyXXnqJtt12W5oxYwY9+OCDtMwyy9DQoUNp3XXXte5n8eLFziQR9QtaWlqcKSvItmapzXVxbHPnUvPLLztvW4YPFwdRO8cWQb0eW8PIkdT4j39Q+0MPURv7DssK9Xrtqpm47UUnvhpUda5yh0aJzyXLDW+qP27dpmOLo/jbiBmVPuCx1SPLByJlRy0P+u+teeEj6vSppDwavZr3e+GVB17mJZfrNVW+wVvGFXjp627iOeC91yQKvFTvO+dafHW5ZbxlFk+8VNyDUeqDiqNscxRtKhx6YZnMv16ISt/mU+iVEu+1Q84vbi+ofbKti3PxFEATciRAu+d9l/N577pwRb7du4563AqlbMvrL1+UAky+e1veF3oWhehI8t68JV+8W5ar5+Y6A8tNqrVXR+EzFRGlPokgrfLWy9e8PUp9wpzuJckXb1quIvnn61a9v+aaa+jDDz+kzz//nH75y1+q5UcffTT17t3bGd6+7LLLRtbz008/Uffu3X3LZFA7sc7E/Pnz6fvvv3cC4IkHAKIzf8opp9Bf/vIX+vWvf23c5oILLnDaxJk8eTJ17dqVssYU4cetUbJ4bP2mTqVNxL25xhr09OuvE4mpRo4tLvV2bD2XX562JqIlDzxAj+2+e2litaREvV27aubnn3+OVQ6deAAAAAAk5umnn3Y6ziuttJJvyHtTUxP179/fGWa/zTbbRNYjVHTRIeeddLnOto2o/6OPPqJevXo5yzbYYAP67W9/S0cccYQznJ8zfvx4OlkLQCWU+H79+jlR7flDhGpXacSP0p122im2ZSErZPnYGm+5xXntdsABTqDGWjq2KOr22IYNo/xf/kJLffcdjerdm2jjjSlr1O21q2LkKLEo0Imvg8j2kSTJ8c4IeN8tHnl/XZa6mfBfUOiDZZWXl3vxI3zuvvp4/REKvckTH/DCqyj5fuWdR6J3NpVR6ZUiLxV4vwdeKfAsX7zznqnzUQq8XL6Up777lXe/F54vlyq7VLt1f7lcllSJ16PVq6j0njrZnG/1eePVPtSrjOZf2Oci8r6kZdMKdnkjenR8tYy4Ai+Vd6/t3r3XIF9ZtHpfxHr5qmIjSPXWK2iLrWBS3Hl0eu5vN44Y8ZctqPXy8+IfAVBQ/7XryAdNREWpV9sx/7vvoPx+eXm+AtuGZRfISL54+XdAjs6oJRYtWuT40AXcty6GwcdVt4WPnQekE/NCxV955ZWN2wwaNMhRK2QHXrDVVls5QfE++eQTJ1o9p3Pnzs7EET/usvQDL+vtrsljE8NfPbWvcbfdqDGk7Zk7tgTU3bGJeWGdmDiRmidPJtpiC8oqdXftqpi4bS1DhDUAAAAA1Do77LADXXfdddTa2loIZJjP00UXXeR08Ndff/1Y9YwZM4aeeOIJmj17tjMvtr355pud5RIROO+MM85QCsX+++/vDOX/4osvVBkR4V48OFh99dVLfKQARPD880RiNMmKKxJtvjlOVz0hR13IzAQAVAgo8Vml0vnh46wz4ItIb41Oz7eR69mrSZ3nKmSUZ16QMCp9QG0P88IrBV5u41fkpf/dea8877ao9Lbc77oS31qUAi998LrivpT0yzPlXc538spJL7wekd6WF15Ghw/kXFfBx7Xo9N5Jld74JTLnu6e0cmV+kbe8IcxPHKHIS7U9zBOf5x55Ysul51q7tuq+UNffr0qre4t74033qSoj62bz7XZ7tc3zbvPZB7zyhm3VKlU3V+SZyk4JiPKk6/sxrisSa4R7EMYxxxxDd999Nw0ePJh++OEHx3P+m9/8ht5//326/fbbY6sJwk8vguOJQHW77747vfDCC05HXkSnlwjP+/nnn+9EoxdD33fZZRcnqN4WW2xBe++9N82dO5ceeughuvrqq41qOwAViUq/yy4i5QxOdj124l94gWjePPdBDgAVAEo8AAAAABIjfOdPPvkk/e53v3PSy4nOs4gQLyLHi4BzcRGR7SdOnOh0wIWKftJJJ9Ebb7zhG0q/3nrr0bnnnqsC3gn+9a9/0a233kqrrrqq42sXar1ITQdAxZEqrMELD2ockRpzgw3ch8+PPZZ2a0AdASW+ytEjXpsLFKFCxc0PHyfnfIz88BK+jouggW2ll9SgCha2YcuVup6LVPMD62yqJVPd/cftn7d64dlyPT+8VOeV57yB5Y33FO8mOa9Hlm8sToGXqrtPiVdR6s3KeyeZJ1560X1KvF8dNUWu11V2SZt2YVSeeG9Zg/f1JNvBlXm5C98ogIZkirzyv2vtaPIueJOnyrbK6+FJ3I2e8t4mr5t3HXVVn1//gDdeRTb3t9uv5vvL5GLer0YVXXneLVHqeXl9AA1rR2GbPNsvV+BZPnlD2cT54n3LLPni2/TCEUT46uX3bx4KvRWR0/2oo45ypo4g7gkRDMwUEEz65sVweo54eCAmAFLjk0+I3n7b/Q7aeWdciHpk9GiiN990R2RomToAKCfoxAMAAAAgFvPmzXOGusehZ8+eGNoO6mco/dZbEy2/fNqtAWkgHj5ecAHRo4+6D5JhqQAVAJ34WoguH1c174h3tNhtDcooDwjOc7kH/e1BJY/7cfk2ttc4eeALEe9ZOb3dueK88NIHb1Lc5astGr30v8tX/b1U5+Mq8Kbo9EvllvjmufIe7okPHl8YUrU2K/ENRj+9VOaV8u6da6mQe4V964I79vblfV46eXWrvPWmPPEsWn2bp842qjzx3nJ18YOxEqK88epUap/jgG+dR6mP8Lf73lu97/KNWVXX266i1Ks6cn5FPnAs8oRScjoSeT7wXWWooxQ53iuIuG9y4uIkGGRQLg444AAnCF0cRGqf4SJyMwD10IkXaiyoT37xC6LlliP67jvXGz9kSNotAnUAOvEAAAAAiMVNN93kpHaTaeREILrjjjuORo8eTd26dXOC2k2YMIHWWmstGoIfsqDWWbiQaOpU9z388PVLU5NrpbjjDjc+Ar77QAVAJ76SaEqdeX3Hlf+c3EeSUQSBqPEh7VQ+9fLlh+eY88SzdVZvfHDfUnsLRKO3bavUVEObWNkcU+DV6VGKfEGW5F54mRe+iXvh2WuzpoBL1Vwq71LFj1Lg/Z54f354uU7lq/fkP6XEs3zxRk+8RZFXvnFlddaUeO++k2Wk4t/iGdmlMl/AHTnQqH+NcfWX3VtSVe9Mrb59teYKZvlWy3mX10VepzbmjdevrayXX3+ZK1x51C2jQnzbBHK4W6LUtwU/egF13KbM8/zx2vWzfpMkzRdv8sBzH73N765/J/EDjVLr1fnTRkqEZTQIw3dyLfs1pQmoIXr37q3eX3PNNU4QujPPPFMtE2nldt55Z1pjjTWczr4IfgdAzfLkk25HXgQ3i5lSEdQoYiSG6MSLkRnnn592a0AdELsT//jjjyeqGEPoAAAAgNrlvffeo0MPPTSwfOmll6a+ffvSrFmzaKuttkqlbQBUfCh9KdJdguwilHhxD7zxBtFnnxH16ZN2i0CNE7sTv9NOOyWqWEZjBiF0RC0vBVF1lmKfRkXeXG9YfvioMgWvr1/pNdbF1Xnb/kI98bwu6Y33ZpVH3otAryLPh3jiA1Ho/dHo+augWarDSpFv8c3bXwu+ehWVninuBYXea58nbxfm8yFKPBnh2qTfEy+V9wb/OfMUzRb2daU8+Vql0lcvVX3ls/fm5fmROelbG1wFvkWqu3p0+sCrF62+nV037wZp1LI+tHuKe7tXRkU5D9wv7H7VBWc2yEVhu29NHvTA58SvtNvyyPt2GaeMrzIelb4Dfwvi1NER/3wp6syYv76UiHRwV111Fe2666601FJLqeVTp06lt99+20n9BkDNIr4f4IcHkp49ibbc0vXEiyH1HczYAUBJh9PH7ZjrQZEAAAAAUHv8/ve/p2222YZWW2012mGHHZQn/plnnqGzzjqL+kCJArXMjBlE//sfUefORDvumHZrQDUg4iKgEw+qrRP/ywR5D5OUrVl/exYJe/iS8MGMUsTD6gio59Ij7/fJhiryrC6bgTdOxO5AlHqb2q5HpVceeFZGHoryxgd90zwvvFSeo7zwUk1314Ur7UEvvD8CvUmBl9vIMlJl5wq8rrarZRSBFC29Wb28zP8uz0uLmg8q/w7erB4VXvrkuSrd7t1bUvmXx9aizlehDumPt3njC6Mq/Hnj9WsrY1PI669s4zxKvcpy4M3qKjr7HPAytqj0vhzvFO9zYssX71tnyxfP4x8w9Vz/LsiVQgkvhcJfbWTURy/88e+++y5dd9119OKLL9LXX39NG2+8Mf31r3+lzTbbLO3mAVBepAo/dKjwkOBsA9dW8cc/itQcRIsXuw94AEi7E3/LLbdQOcoCAAAAIJuIYfTHH3+8MwFQl514RKUHko02Ilp5ZZG6g2jaNBEgDOcGlA1Ep69HypAvPqCm8+W+Zcl2acrxztfxOoO55kPqtZUNUTitUelZdHquyOue+IDyHtMLL33wznupJMvo9BZF3haBPkyBl8p7J096lUJsQZkPntPGmFprm6xDU1Nli6Qm3uiNEFgSre8b6nePt827/5o9dV165NX5yjf6vPG6P97qjffOf5vnjW81xDuQ17vNu1SFbAX+vPHWKPXOQu/F5knPxVfReRnb8sBnIYF6HtyHd2y6Ys6j0ZdSZYeNq+LMmzePFi1aZF3fs2dP6gwlCtQi8+cTPfOM+x754YFExL8RD3Wuv959yINOPKjGTrwYQvf888/Td999F1h3yimndLRdAAAAAKhiDjjgAHriiSes66dMmYJMNaA2mTyZqK2NaJ11iNZYI+3WgGpCPNQRnXgR3O6SS9JuDahhiurEX3755TRu3Djq168fLbvssoH19dyJV77RcqFFwC7ZtrzNcY4hLB98THgk+aB6blDx+X4tCnxATdcLRXnimX/ZKEXayjCfcAN71f3D0lMtl3HPtc0LL33w+jLbq/SXS7W9k6fIq8juBpWeK/DN8hhku71jbDacmEZ2zRq8Mu08er1JaJX78XzQhfTjUs72F5f+dj3CfSeZ/91rbUuuyXdsSoln50l6491lDUZvPL8uS5g3Xs9Dzq97u+U+Kdw/hpuMlVHKtkWRN93rkdHn2WdNxnrQToemnvuPodAOg+IeFxUHQwY4sJTTv5NkGVtOefk9J35gJ0Vu642yKMffhnwNRbG/4YYb6KeffvIt++qrrxxPvPhtsPXWW6fWNgDKCqLSAxtCfW9uJpo1i+iDD4jWWgvnClRPJ/7Pf/4z3XnnnbTPPvuUvkWgNjA8L1Ad8KTEGZIfc2h86LZsPjTlnaUzVhhWT8aAdg1aR8fW0eed+QY27wtK5w0Ll0PcC2ng/MPoG+SQeDWMXe+0+gPH2TrvnbyDKnTmc4HOum04PV+uOrd6xy/vf0iwxOvMy3bIzny7Ck7nDWvX0sPJTro8Xnn8clh9izd8XlkC2LB6wWKv48/Pe/C6sKCF2rHI6y0D3PH7odAhZr1qk2WDd9bZenX6TOUiOvyBbdV2eoFknc5AkD79c5+tuG0gAvEgn7POOuvQlltuSWuuuSYtWbKEunbtivMIagvxkO+RR9z3GEoPON27E227rci16T7sGTcO5wiUhaK6VQsWLKCRI0eWvjUAAAAAyDTCB9+3b1+aOXNm2k0BoPS88grR118TdetGNGQIzjAIIoMdiiH1AFSTEj9s2DCaNGkS7bvvvqVvEaBcnCHzSYaxFzvkvZjt4mwTs944AfCSBslz989ebXUFhjPr6/yKO98mEOjOoJIqhZelmCsowObh9PpQ+EKQudZYw+gL8wX1uqDe+wPYcQW+WSnxQdVdLlN1Wq5xm6eum4bZG9V5TZGX7Wr22tvmXRD9WOQweqnW24bVy/OllHmfvaDNN5x+Mbse/Lq1eMOj9UPmyruyUbDTUlDGDenYLEPt7UPiKTHWAHMJy/jbGaLcJw1cF5ZqrpTbRpSV38n5MgyzrzXa29sdL/z06dORJx7U9lD6ESOIOnVKuzWgGhEjNIS1+KmniH78kWiZZdJuEahBivbEb7755jRx4kRnyFyO/cg8++yzS9U+AAAAAFQhu+22Gz355JO+ZYsXL3Y68qeffrqjxgNQc8APD6JYe22i/v2JPv7YHVa/++44Z6A6OvF/+9vfnOA14kn77NmzA+vRia8CSp1uKSrYnW3wQC56m1Dvecz6eJA8q6/dt415nXUbLSidzUfPPcf8MkgV13nvqZHcYy1fpZrOFWCf95qtk4qyVNe5F17Na+3gnnj1yhR5rsDr6rtU3hsiHDryNmqX5ugQkbSBtaNdBrxj7ZY+eGebvPl45fmQ5ycw6sEwIkCuK1wHyyu7jjrW+yFi1Id/o3jp4ALKfFjwO1swujifPb5fefrbk3/2rR55W9C6YuhI2joQyvjx4+mII47wLevSpQsNGjSIVl11VZw9UHt88QXRq6+672ErBWF/d4Qaf/nl7kMfdOJBtXTiRUTahx9+mEZJzwcAAAAA6gqhwu+xxx603nrrBdadf/751nUAZBYZ0G6zzYhWXjnt1oBqRvSRRCde+OKFCFFqcQ3UPUUFtmtubqbtttuu7k9eVSAUq2LT2okvFJ+Rt0GT1cwIBU/37QbqKANC8ZNTYb/FeYBDt5XL2Xq1b8M6RznN5R3/suNh5vMeQqVt0JbnQsoIZVefJEJNdqacNlHem9x1DXLKuZOvrG87fXLrkLdSs5wo50xCZXcm8Z5yjgLfoC/PiXn5Lxdzcv/56/DqlZO3XLZDtku2kx974Nxokzwf8vzwYzedG3Vd2PWQ10ndAoZraitju19M96D1no+6f4vBcs8XFXMi0X793x+B7xfjNux7qiPfQR35/gROJ/7LL780nompU6c6I/YAqCkwlB7EZYcdxNAkok8/JXrrLZw3UB2deJH79YEHHih9awAAAABQ1Yjc8PPnz6fW1lb1Xp/ee+89evfdd2mVVVZJu6kAlI4lS4imTHHfYyQqiEJ04Hfc0X2PKPWgWobT9+jRgw477DC6//77aa211goEtrvwwgtL1T4QE5mPumKqUqRaZlifVC2LUzzKR8+98QZs6+JsE3VIgVziBt90wb/tX8f97ny5/l6Pru7Mcy8497v7FP7gMn/7/B54k/+9sC7mc0HPu+57jiiPIe+vs421S7ZT1hB2LPw8qHKBiPNBczb3xkdfL7/yzpcZsfnaNWzropa77Qjfb6LPWLEe9Dg55yvhW9e+G3PtXrR5dR+CJIhh8k888YTz/umnnzaWGT16tOONB6BmeOYZoh9+IOrVyx1OD0AUwhcvRm+I6fe/x/kC6XfiP//8c9phhx3o+++/p1dlgA8AAAAA1DxXXHEFLViwgI4//ngaO3YsbbHFFmpdQ0MD9ezZk/r165dqGwEo21B6EdAuTipgAOSIjeeeI/ruO6LllsM5Ael24h9//HGqZl555RW68sorae7cubT++uvTKaecQiussELazQIlIMqjK9fH8vLaIoQXg1LmPeU9xiY2lZYv59HRw5Bl5WvcfTrrZB1McdfzwbvlGgzR6f0/aGxR6mVUelXep4S6y9rIy3Uvc7177fDSsQeUeePx5SPOS1hUfMs5jHu9QoVvS774RBRx3/LPRa6jOeFBXTNw4EDn9cEHH3RG5i211FJpNwmA8gM/PEjKaqsRrbsu0TvvED32GNEBB+AcgpJRc48Sn3vuORoyZAh169aNDjnkEDUvfHsAAAAAKB6hwM+bN49aWlqcdHI//vijM2+aRBkAaoIPPySaOZOoqYloxIi0WwOyNqReAF88qAYl/sgjjwxdf+2111JanH766Y4X79JLL3XmRRq83r17O20aN25cau0CGjHV9KqjiHbp0edtdEThLeSDDy8r86Wb6o4bRkEq8+H7aYi1XuWJD9mPzAtvrUvlsdfKKT99uNdZ5aCPKNdhBT5GGf8GVLVEqvRV3HZQOvbee2/HDz9lyhQn/o30xpsQZYYPH47TD2pHhd9mGxEYKu3WgKwNqZ8wwU1P2NZG1NiYdotAPXfixZN3nfb2dnr//fdp+vTptNtuu1FaLFy4kKZNm+bksZcIRX7YsGE0efJkdOIBAACADnD11VfTDz/84AS1le9tiDIA1AQPP+y+Iio9SMrWW7sPfubNI3rpJaKttsI5BOl14u+44w7j8nPPPZe+/vprSos5c+Y4DxT69u3rWy7mRT5bG4sXL3YmfbggAKUkSil3ysRUbW1R5Ivdr33b6pBWC+1Ifixxjz/ROY0zuqKcUdYBSJE111xTvV9mmWVwLUDtI34TPvWU+3733dNuDcgazc1uMETRd3roIXTiQXV64k844QQn7VxaLBE5PJ3UjF18y7t27arWmbjggguc4DxyQlRdAAAAwO6JjzPBEw9qgsmTiUR8hwEDiNZeO+3WgCwiRymLTjwA1diJ//LLLwND7SvJcl7qhm+//da3/JtvvlHrTIwfP95JlycnoegDUEraKedMoWXyOWeKoo1yairFfu3b5p0pbTrSjrjHn+icxrhOHTnvAFS7J16kkIsz2XLIA5ApHnzQfU3RLgoyjlDihRf+7beJPv447daAeh5O/5e//CWw7LvvvqNbb72Vdt11V0qLPn36OD8cXnvtNSe4nUTMb7755tbtOnfu7EwAAAAAsBPlg9eBJx5kHhGITEYVRyceFIsQEkVQRPFgU6jxv/kNziVIpxN/yy23BJYJpfvQQw+lU089ldJk7NixdN1119ExxxxDvXr1okmTJjkB9y6//PJU2wU0IkTVGKm806GIBuVjKOs2VTeeKi+jvUcpww3WulV89ojdtXnR4sOi2cuo81F54uPsJwqZN950nvjxBtfnfOevXNcnzvX3b0BVS2QogCpuOyiPJx6Amuf558VwTrcTNmRI2q0BWUY8BEInHqTdiRed4mrlnHPOoXfeeYcGDBjg/NiYMWMGTZgwwckVDwAAAIDSkc/n6aGHHqIXX3yR5s+fT/3796f9998fsWVAbSA9zGI4tAhQBkCxiKCIp5ziduS//x6pCkHlOvGffvppIOp7KcqWGhHETqjvs2bNorlz59KgQYNoxRVXTKUtoPREqfRyfSw1P19CJTHvV17jVBVX4W3z5mMp814Z+crVdVWHoSqpkbd5rW+QOde9kymjxBfUdE3FzrvLGnPReeDd9rnrda8730a2Qyrzcj6sZts5CpyXGHXwsh1S5OWrLFuCe806H+NzEVUOgDiITvvOO+9Mb7zxBm2yySZOStdHH32UzjjjDPrHP/5BRx11FE4kqI1OPIbSg44iAyPOnEn02GNE++2Hcwoq04kXEdvFE/dSly0XAwcOdCYAAAAAlJ4LL7zQiUA/e/ZsWnnlldXyG2+8kY499ljac889nTg1AGSSDz4gmjGDqKmJaJdd0m4NqAXEwyDRiRcPh9CJB5UcTi/+YIPqJO8pm7l2Tx1tLHNk7KiHNGp9LnxZaB0JytjKGhRIXtSm2oep+aq+iDZKlVYqsGb/tlS4ufLrqdoBRbgh8L5NLvOKSq934TVnfNXfy1qb2UFJtVyp5uoy6pq4t7V3H0ZRqLNQXirugf0x4hxL4dV/Hgr7kufW/+pro7pmDTGvV2E+7Hr7iKGQ29bFWh7xuUj0GSv2uyHOA91KPPSVQRS070vQMYR1TcTB0TvwMjbNJZdcQu+//z468SD7Kvx22xEtu2zarQG10okXwcFFsMTWVvcBEQBFEvvu2XTTTemee+6JXRYAAAAAtYuIOyNSy3JaW1udPPFrrLFGKu0CoCRgKD0oNVtvTbT88iIXNtFzz7kPiAAodyf+lVdewUmuRqS6FBYy3AZXxpU61WjdJOdtk1fbJFTXi8CoopfSU8yX5y2KvGk7prQH5i2KfFgZm9KrVGVNGeaKs4zKzhX6gDLvedfdZZ6f3TvAlsCB+73xhQPQ3itVPjrau9vO9kAkeqm8cy98izffoqLRm4/dd7zsVSnuthEKvnMarrxzdV3FQdAj/lvK2O6XQsEQpT3mqJOisNzzZYd9qOT3S/g27aVT8TV1HiTn6KOPpmHDhjmxaEaOHOl44oX6fv7559PQoUNp2WWXpUWLFjllO3XqRA0N8b4fAEid+fOJpk1z38MPD0qFUN5HjRJpvtyHROjEgw6Av6gAAAAASMxvfvMbR4kXKV1XXXVVJ9XsFltsQRMnTnRS0Xbp0kVNU6dOxRkG2eHRR93hzoMHiyEnabcG1BLyoZAc6QFAkcCMUavo6lSuBCq5VKxsXnubEBsmdHnbSFFYNTlsm3zECAEW/TtMRbets26jq6YB36/5GHgxf352v7LLXwtR6f3eeF2h5+uUAq2ixPvzyBeU+kIdLd6yRhWF3qXBa7y85DaPun68bdTmbWOLEm/227vbck+83Mbsd28xxAywHS8fxcD97v5z6l/HswMEXi0Kfej9YFXZc/F98xHLfevYq1XxjvPZ4/u12ctjfPYropCnHGS1lrn00kudCPVxWH/99cveHgBKxoMPuq9Q4UGp2XlnV5EXAe5mzRKRuHGOQVGgEw8AAACAxKy33no4a6D2aGkheuQR9z068aDU9OhBtMMORI8/7qrxv/0tzjEoCnTiq5B8e0Gmytk8hFJdiqOyF6tEFaPmx/HIx/TRx8n1HisffGD/7NVWF1NHdfWy4IPO+49EKa5+77PcVD+lUrlt9TIKtHtxDXjEdKk4N+UbrZ74lrz7UW7Ju0p4c77VeV3ibdPgfdQbZA54TQqVXvcWqbx7anq7d1BL2P0j62jX7gmZQ75RqdLhV4Sr7u5x+RX4JWxeirPyfEh1XR6j/n6Jdz7kvFTTW7x5eb5MnvhCGXME+8B1Y9dYfx/wy1sCt+fUPaavNG+T2CsfQhzve2x/fDmi0HdERU+ybURZ/TsZAFDjPPus64lfcUWiX/wi7daAWkQ8HEInHlTSEz9NBvkAAAAAQF0jcsT//ve/p4EDB1L37t1pmWWW8U1PPfVU2k0EIDnSqzx6NFGjPdAvAEUjR3g88wzRd9/hRILyK/E77rgjnXTSSXTuuedS586di9sjqA8MHnkZwNyQkjuBSpaLUM29UiEeZOu2FL+OgPppVd49ZVqqto3t1lziSuG1+baZmuy8b3c/ws2NbT51WirNMuJ8p5ynrkvlXstA0OhF+270LtASlvO92TsRUhlXYRHyBmWdjdiQCj3303NvvNumvM8DL89Ui3fcsl3cE68fC/fCF0YoSOWd1eGdP/2c2s578Lr4r7nPV+9db9v9EFDZQ+6xgK+drZfkktQRqe4Xr4CrRAUSiNg1y8UXX0y33XYb/e53v6O+fftSjn3+11133dTaBkBRiO8++OFBuenfX3xBEr3zjmvdOOggnHNQ3k785MmT6fDDD6dHH32Ubr75Ztpwww2T77HGyWsBmXLFpH2LQg7rLCZVj9yWP1nmQeuigtg5ZTqei4oHo+Mdjbxh2H3hQYAs5G+jreOtlwqsY9sU5nkaPb0S+crK8M67pcMnaJMdvQZzJ7HVMpy+WUuxVRj67X9t9C5Q1LB6ZxtvWWOgZyeP0a1L3s5qqLzh2gfjkZnvD9np15Ep5GQHW9YlO++q086HxGtPhaKH0ZtfW/UHI2w4ve26yGuprqMhxVzgulse/hhPU8DO4V9uDVpnrINtE1jv2UJMHW65zrLfWGnhbMhtiwl0Zwt+15Gh72UcNq//bagVXnjhBbrooovowAMPTLspAJQGEWzsgw9ETkSiESNwVkH52H13txMvHhqhEw+KIFFPUOR9ffPNN2mzzTZz0shccMEF1NbmKnwAAAAAqB9WWWUVWrhwYdrNAKB0SBVeBB7r1g1nFpR/SL1Q4pcswZkG5Q9sJ3xv119/PY0cOZIOOOAAOvvsswND6BYtWpS8JaByJAmKF3PbgqruL+4LBmcbCh+Brh7a0sHxOgPLDTuzK/Cqwf79G9qhlEs+nF5GhZNCozffJpdrgeykstvoKboyYFprzlOJvZ3I1xZvaLygySujhoV766QSz4fVy+VJkMPEm71tVeo3rYxU8U0Ku7lOWYeuXvuXFQLY+dX0Rflmn9ou5/UyfBh9QIFnw+hbvHMuaG1vtLyy68PT++nXll1/eT/w4fSF+yd4r9vTw9m38ZU3qecRy611xiC4j3yIqp9PN5AdKAknnHAC7b///o4nXjzY7yTUSwCyzAMPuK977pl2S0Cts+WWRCutRDR3LpGIH4KRH6AS0elff/11Ouecc2jVVVelcePGUZPIdwgAAACAuqFPnz601FJL0bbbbmtcP2XKFBo+fHjF2wVAUXzxBdHzz7vv99gDJxGUF2GLFffZNdcQ3X8/OvEgMYl632LovBhC/6c//YkOPvhg+vvf/07d6nW4kfQl54rwplcrSl4uPi1cQJnXy/M6mKdWrVanNpi6q1C/r4rINFsmhdOmwEt1VC1narteRlnhPRlZpgrjCnyDTB+nKb5tXsXSU82Vef7KvfG6Pz7oiXcbsIh7jtXuC0O3ZEA7fu6kAt7srZf+cjkv1X29eoktHAS3BetKfFCB5154v99dBrTTg9ItyrtK4KL2Zp9Kb1PkpRfeFyzQcv6DyrvXTha80B/QkHvh5UgNllpOldNOHLsPrao9mw9V0S2fkzhqvrp4XE0PbOtfUJRnPmybWlTctTgXWeK8886j77//3hmdZwpst8kmm6TWNgASM3Gi+yrSyvXujRMIys9ee7mdeHHv/fOfxcW7AnVLok78kCFD6OOPP6Z77rmHdhcBGQAAAABQl8yaNYv+/Oc/03777Zd2UwDoOEINFWAoPagUQ4e6sRfEKJCXXnIfIAFQjk68CGLz0EMPUc+ePZNsBmxIZStOFPuO+NiLrVNXvIrdryE9nE3VD03pFlEmF1D1LdHABUzRtKr4XKnXxTL5sJSr9N41VR5oqbJ77dJ900rJ9XYgo6wXPPHh3njdAy+98Ys9BbrRi97fINPHeQ1V6eT0j75XXRsbVSKV8bZ8my9NnVTIdX89j2yvR7/XkSo234deryzDFXd5fgrqut//7l9mfpXnh3vhpe89jhdetkNdP/UajE4vr7+KkRC4X+S83LBwbiJTy/FXXpehjPx8RPrtQ/ZnVfq5Ql4KxTxOHeVQ5pPUWYNR5+PSv39/R4kHIPPMn080dWpBHQWgEoh03aNHE91xh/sQCZ14kIBE4zbuv/9+dOABAAAAQGPHjqUJEyY43vcFCxY4QW31qb2MKfsAKCmTJhG1thINHkw0cCBOLqgc8qGR6MTXol0MlA1EpKsmH30J1Pa8t4+c5s8Nzfeu71cp5fKHF8snL5Deb0+OKyji0nudY3Kd7om37Fdu0xAnOr23f28bq3rPfMRaKnHVIiVocw8831btS2+IuWzB8yz9/H5lvl279vIHbps3EqOlzfOzS8W9Idwbr/vjG7zrItXxRVSI2O4W8B+rfq6lAq775AWdqNWvkHuvSt3PBZX4hpipB5SvXFfi8/79SCVeRseXOeALUeo7BT3xzAsvlXe5vMVT1xfz6PTaObV54aUSL69TwQtv8MSr6++fj4pK71O52yPKtrNXtfNCFXxbm6peKMeU+jDYNoowjzzfhvvrbaq2yTMe98eOHB1TCt95rJEB9dNxPe200+iDDz6gEZaoyghsBzIDhtKDtBg5kkhk9nj/faJ33yVad11cCxALdOIBAAAAkJhLL72U5othyBbWX399nFVQ/Sxc6ObqFmAoPag0whMvsniI0SAixSE68SAm6MSH4EQcN4jRmfPXl9KbmnSUgMFHztVx7mPnfl2pZrvrWMR6peT5tw3LpR0ZlT7QPm9ePxamqMp1Kkq9jKyvVFqvvHZ9pJdaqujSGy/V4oY2T91mKrdSux01XCrw7uvinKfA28RArsjrXnjvpc1T4JXyrvLDe5H2vX0ZPfHyNrQ0QNap9m1U4v3KO1fmpQdeqeu+6PRmBV4q74u99dLvvsRbLl99yzzFXb7K6xL0wvu9/M57FRPBr8CrwTjtlqj0IZ54fn/GyRvPPw/Bz4f/ugWWh36m/N8r2sCMwLEkphT54sPqyJiPXXyv6N+D1cJ6662XdhMA6DhPPEH0009EffsSbbopziioPOLhkejEixEhf/gDrgCIBXIZAAAAAKAkCJvQY489Rvvuuy/997//xVkF2RpKX8rgwQDERWT8EhbKV18l+uQTnDcQCyjxVU7e803nbLkji1HIZbChxkazOiU99LpaxX31Fg98IOe7Bl+nVHWKly/eVK81Wr30wcptDeqkzUcfUCWZeuoUUSMfLGWkMt/mHSNT5gVtbV6U9wa/N74Qtb7B741XUesL122xVOm5EVkWiVLkdU+8ilLvefRz7tdDc86szPuVePOOZLukus4p+PHtnnipvEsPulLiWZT6OAr84rYm/3Jv3h+d3u+FDyjvzAsvr6N+bZUn3rv+BX97eFR6/R5TynvEfWpT5H3rVI53yza8vM+bb/Gvy3YGRsVwj7yu6rMPn81Xz/cdtcxZXoT0H6Fuy+9fEM3//vc/uuGGG5xp7ty5tOOOOzq54wGoakQwuwcfdN9jKD1Ii169RB5vomnT3JzxJ5yAawEigRIPAAAAgMQsWbKE7r77btp5551pzTXXpAsvvJCOPvpomjdvHk2aNInWWGMNnFVQ3Tz7LNG8eUTLLUe03XZptwbUM2IkiD4yBIAIoMRnFakQ2RT6ONhUfLU8ZBuLssrRVbnCW5YvPh8/Xzz353J/e1QeeVOSgECUejavmqe3Q5WRIxGSeeP1da2ekisj/hc88K46nGuze+IlpmWxFHktYn67dx80e/ttlnnhmTIvVfcGX3R6GbE+nm9Xqtm6Et8ulW9vGVfeg7nf/csTKfDMC79EU+Lle+6Fl9eJv0ovvH5t43rhC69yQ+0k8ejztleu5huUeGsU/IjlpjLBus3Ke0CRj4Ntm7C6SuEVh+KeiBkzZtC//vUvuvnmm6mhoYEOO+wwuuKKK+iYY46hLbfckpZZZpmOXxMAKoEIJCbYbTeiJvwkBikiRoL89rdEwob0zTdEK6yAywFCwTcWAAAAAGJzwgkn0FtvvUX/+Mc/aMyYMdTczFJaApAFxANAqXpiKD1Im/79iTbckOiNN4gefpho7Ni0WwSqHHTiywhXY6uWOL56S5mAj92aL96Z8crEyxdvUgULeeK9MtJ73CCXyyjwcj0Fo343WKLU8+j0NsVeq09FrJeCsiteF64598Zr508q30oJl1HqvWNpkXVJBZ5Fq9fRVfE4irzuUe/c0OI13a+Oy1epdEtlXuaHl/nifbtJqMTrSC+89MbL/fJ28Ffpg/flgY9U4BuNqrv+XtZVyAsvrxN7bWP+9zAvfJvNC+9/dd5bygQUd66m63W0R+SDV3Vz37uhHcXmh/dldQj31wfKhVGF0dpNqPgZNcSwYcPo5ZdfplNPPZXee+89OuKII6hfv34dqnP69Ol0+umn07vvvkurrLIKnXzyyU5wvDiItuy5557O8P1pwlMKQLybTgRzIOrShWjECJwzUB1D6kUnXjxcQiceRABPPAAAAABiM378ePriiy/o3HPPpalTp1L//v1p9OjRTnC7Yvjss89o6NChtNpqqzle+kMOOYQOPPBAelioUREsWLCADjroIKcNX3/9Na4iiI9U4XfemahrV5w5kD5yRMhjj7lpDwEIAUp8R+FybSlyvOsKk9WvHq7u5zWVNOcphoEI88GN5BbevC6hNTJ1LR+vTh15qqS0x/zkxPLFm5Q85TG3qJDB5axOg+opV1kVeoPCKT3PSsHk3vg2XncwOn1eKbp5ozdevrZ6SnCYJz4uMgJ+Zy8XvK4wS6W9uaHVr7x7J1NGqZf790WnVyeTrKMFnGNlsRTkvp335PeYq6j03jZKgffUdK7I60q7jDZvU+AXtTX7c8FrnviCB14q8DmzF17lgg9Gp1deeE+Rz7VFeOH5fJw88DYV36eiy5s4vM5g3b7hL6yMX60vqP0G5T0ubCRAYd/txSvwMkOFqQ4bSUYGlEJhT9K2KqNr1640duxYZ5o1axZde+219Oqrrzod6t12281RxkeMGEGdO3eOrEsMy+/WrZvjq8/lcjR48GB65pln6Pzzz6ddd901dFvhwxeKvUht94D0NwMQB3m/YCg9qBY22MAdVv/xx0STJ+PeBKFAiQcAAABA0QwcOJAmTJhAn376KV199dVOirm99tor9tB2kU9++PDhTgdeIiLev/TSS7Ro0SLrduLBwfvvv0/nnHMOrh5IxocfEr31lptqN+JBEQAVQ3wHyodK992HEw9CgRKfVfU+UCdTwUw+fK4mxc0Xb1uWMF+8WhaITi/r8tRIFrXe1+yA/9evtHN1UAq9PhWdLVOXweY9lvPaoQci2HNvPFf7pUdau+btbdx077143nc1YkHuU/NtRyEjvavI6V7lnbxXuVzQ2uAp2lKJZx54qcxLxVv676VCry+LyhuvR6PX2+muk21r8CvwFuW9VSnzhTrkOhl1XnrieRR6rsDLck4dyhNvjkav8sW3MU+81g6lwPOYDBEqutHPHhGVnivwRjXf5qOXcTssyrxvP4HPq1k9z4X53ovNDx+mesvvMUt7jHWUw0+fYVW9VDQ1NTmddzGJIfJiPg6i7Pbbb+9bttJKKznqunggIIbZmyLki2H9QrGPG1hv8eLFzqQPxRe0tLQ4U1aQbc1Sm6vt2BruvNMZX9i+/fbU1q2b2CGVG1y3bFLp65bbbTdq+tvfKP/QQ9T6449EMUYzdQTcl9VH3HsNnXgAAAAAlJQ+ffrELisClvIOv5xva5PRIAuIjvj+++9P5513Hq299tqx93PBBRcYVfvJkyc79oCsMWXKFKpVyn1s219/PS1LRG+uvTb9b9IkqiS4btmkYtetvZ12Xm45Wuq77+jViy6iuZttVpHd4r6sHn7++edY5dCJz0iE+bynNuV4XvhK5It31rFltnzxfL3uE5ZNtOSHD6r63otBiVdR6qUCL3/n5fzXiyvypmUBbzyPTm9S4tX+vP0oudJ/TKpOuVi3TZM/Yr2MVt8mlfmCbT3UZx4HqcQrf7eXC17Q4hn4m7392pR5FZXea4fywYdEx5dqvVTVA+3SlXg5ekC1tSFUeVfLdT+7t41U3uW6KAVequ8m5b2l1fPGW6LRq1EWWnT6HFuWC7ySed6gxEeOELEo8voyPnJF7Y+p6oF88Xp9UVHpAyN9DMujPOeWnPOh25QhP7z8vk2bWoxsb6Jnz540b9483zIZpE6s48yZM8dJcXfWWWc5k+DHH390ht6vvPLKdMsttzjD8zlCuRdR73UlXkTVF9797t27U5ZUGvGDe6eddqq59H4VObaPP6bmDz+kfEMDrfuHP9C6vXpRJcB1yyZpXLeGAw8kuuIK2uKTT6jtj38s675wX1YfcpRYFOjEAwAAACA1tthiC2dYPPfJDxo0yAl4xxGR6EV0fB0RBO/RRx91fPjLLbeccT8iyJ4p0J74YZ7FznBW2536sU2c6Lzktt+emhOMGCkVuG7ZpKLXbf/9nU58w4MPUoN4YN2pU9l3ifuyeoh7n6ETD+JFvld+T7N/XirRyu9ugintUVHqC6q7vj9zlHpbJPlCjnddnjSr9Na83CzSvF5voazMC67Cs7vbqOXevDYyVAZxavcU38Cpa2Kqfwy4B17ONzGPfKsm+cp1Up3nyvziXJPPI2+KTi+JGzlf9+Tbo9M3Guelui5Vd12Jbw0o8Q1GJZ7ngJequ15GRaeXHvhWqcT7X+X9q+eJL9wP5lgNPDo9v/dM6rzd185fC9fA6puPikqvfegK0ehjRqWPoZAXtrEp8+2Zzw8P4nPsscc6QequuuoqOvroo+nFF1901PSLLrpIlRHp5o488kh6/fXXnTzyQnHXWXrppamxsTGwHIAA99zjvu6zD04OqE6GDBGBQYjmziWaOpVol13SbhGoQhCdHgAAAACpseGGG9Ltt9/u5J0XnXExbHXcuHH0f//3f6qMGCovgtyZPPIAxOZ//yN66SX3Yf7ee+PEgepEBJweM8Z9f/fdabcGVClQ4qvJV8/zxRermgeKen56GT1bPrqxbWvK9yyj0ss2cg94RJR6X5N55HpLlPqC6h5sGo+urfzzUhVt8PavVP+Q6PTM88698YW6tfPBffTKIy+X+0cbSAU+p8nthTLkU3LbvQsklzNrvA+puMvo/O3edWpn802ex1fNG5X4dqMyL/3ufF5HqfMxlXjpzTcp8tInL5V2Pi+V99YwJV6q6Wye54DnEej1dSofPHtVijtT4JUP3jlAPpqDe+HlwcaPTh8Z0d4Qnb6wTn4e5HI5zz973nrD6BdrVHoehd4y76/L4n23RaWPo76zOkqSH56TwKNeL372UrHPPvvQmDFjaP78+c4Qeh7oTuSeF0Poe1n8y2eccQadcsopFWotyLwKv912RBi1AaqZffd1htTTAw8QXXWVGGOddotAlQElHgAAAACpIyxGws9uSk0nvOxiqHyDJYjrMsssQyuuuGIFWgkyDYbSg6yw7bZE4qHlt98SPflk2q0BVQiU+DRzv8fZJoHi7iuvi1A2ZV+VZRHujZ74fKwo9VaV3dkPDzcvJWhiHnW/91aqzG4ZbyGLDh/wwnMV3Red3n9OrWWZF94nQLeZo85LD7zM9R6IVq+FDpee+MLh+Y32PKd6awzRUCrbeU9xl+eutcFT4smuxMtlXJmXKvtimR/em9ej5XN13uaN58q7Hp2eR9Dnue658l6Y11R0prxLPzv3wKso/SwCvb6NVN6lF74Qjd4/X4hEXzguWzR65ZHnarohOr1S3lkkeXv+eP/nJqwsV9zl/RpQ5k0KuyEKvr4+oLYb/PUliUrP88PbSKLm2/YVWiZhJHvkkwcgHebMIXrhBQylB9kZUi8sH0KFF0PqR4xIu0WgykAnPiZ1kWqumAB3fBisHHZvQHXwZY9XdizkkHPVseBB67Qf0mwd74yo1HOWYfW+w5JD/nlKO9swet2KaSnb4JWR6eLI0pnXDqUwnF7Vbe7Mq2NuCvbsZWc939juvyze9Wj0rpsKdOd16p333jreiZcdcblcdtTlclPKu44EtuPB+GQnvpV35uUQeFMnnnXaZYdcdtZl2jqeRk6WMwWwU533dlvnPTicXtk42vzz8v6wdsTbwtLD2V75UHntpAY63qyjb/kc+T9z/nWB4fKsDxvoqCfpWNs6uKUOZofUcgDUrwovgob17p12awCIRgRfFJ34++93h9ZjSD3QwHB6AAAAAABQH5144TUGIAtsvz2RsAl98w3R00+n3RpQZUCJz7qaX4kAd4J2S4A7Oc+HxQaGzuuSs1/JK6jq/qHogaBxejA4uY1SuuUuwlV1XzNYgDurEq82jB5Oz/dRqIRZCLQ6+Bp1xhr9irwMeKfDh83L1zbvHpPqdqNMk+aN1GhuLJzUVk+VVMq7p9I3ceXd8mpT5fUyJuVdb59exvbKlXe5XKrrvuHy8njZsPl2rsyrofNaO9piDp9vZUPm9dEeKoCdOaBdYBi9YTi9NcVcREC7sOB4AfVeDqPnirz8XDnL/GV5gDtjADt93jAyIFC22gPaJQAB7QCoQj79lOi559z3Muo3ANWOiA8ihtRfcw3RXXcRDR+edotAFQElHgAAAAAA1C6iAySH0vfpk3ZrAIjPfvu5r/feS9TSgjMHFFDiS42uAiUJcmdTpaRqX2yAO6c+Vlc5AtzJslLhYz53/36YOq3SwIV7491lfnVPKvPWlHNSNdVUY6nWFxR3qfz7VVPuWdc98bbUcmofPJWx6dQztd6qyCtPfDDomFqmQhR43usGrsy75RrlvOYBb/SUd/na5t0HS5jiLhV6k++dK/GxA9sZTgz3vqtgfUyRV2q77mdnx9feblbi5fI2njZOU+KtKeQCCrzBz84V9ggFngexc97nLesivPDqM+DbryzL1XS23nCPRXrhIwLa+TzyXHGPG9DOV0cKAe1KkS4OAe0ASI/bb3dfDzwQVwFkix12IFppJaK5c4mmTCEaNSrtFoEqIVNK/A8//EB///vfaf/996df/vKXdOWVV9KSJUsC5V555RU64ogjaNddd6Xx48fTN8JLAgAAAAAA6osPPhA/DF2BAn54kMUo9VKNv+OOtFsDqojMKPHt7e20/vrr01577UVjxoyhn3/+mc477zy699576bHHHqNGcZOTsDw9R0OHDqXjjjuORowYQVdccQUNGTKEXn31VVp66aWpVtLTVTRKvY9ceJR65ntXqruzzuyFt3njC4qeVoVSyaUKGpFyziDG8WjfBT+9LdK8f7lxHVPeA4MY1AL9nHrLmvwavJpjbc81BtOyFZRTzz8u1XLPKy+V50Yvan17g1+Zd9bl/b75Vm/HUpmXIyRavHMtVXe5vFTR6aXSzqPUq9EEAS98cFSBUtilSi8VeFk3izSv5jUl3qrA87Rx8mOrlPlCFQEvfIQHXkWt1+9Tvi7CGx+IOG/yujPPO1fmC773oCc+ygsf8MZzZV4nKiq9zTtfhoj07u4TpolzN+pYewAAleHOO93XYcPcvNsAZI0DDiD6xz+IHniAaOFCoi5d0m4RqAIy04kXQ6Bff/11Wm655dQy0anfbLPNHOV9yy23dJadfvrpNHr0aLr00kud+VGjRlHv3r3p2muvpXHjxqXWfgAAAAAAUGEwlB5kna22IlptNaL//Y9o0iQEZwTZ68TrHXjBCius4Lz+9NNPzuvChQtp2rRpdMMNN6gy3bp1o2HDhtHkyZNL0omvlnzxZYlSL5GqlDe6wb8ub45SL+tQypmMIl9Q0gpKezxvPFfXfYfJFGi1nOWeD3jjtf0FItmrbdhy7m/X1XKL9z2wvNVkjmcueHm6uQKvjtFrd6N2Tr3C7fKaeiMwZNm8p7gr9dob7dGg5YlvbPAva/S2kfdHQXn3q+26Eh9XgQ9T5JUSz66pVOYLirx/lIGc15epOlRZv7oul0tFXqrsZgWejFHog753LTp9q0WBT+KJtyrw4V54f655v+IeiGgf+Dz5l7v1lcALLwmo9TG957pSbqkj7aj0pQCR7QEoMW+/TfTOO25+7b32wukF2UT8ANt/f6IJE9wh9ciwALLmiedcfPHFtOKKKyoVfs6cOc6w+759+/rKifnZs2db61m8eDEtWLDANwEAAAAAgBpQ4UeOJFp22bRbA0DHhtQLHn6YCP0UkLYSLzrhws8exk033eQMh+dcd911dPXVV9PEiROV110GuevCvCJdu3Y1BsCTXHDBBXTOOedQpUik5iulu8go9fo2UVHqbdvpcM97IYE82xdT7PWiCb3xes5qHhWee+MLEeUtKrtAKqpMeS944mVdfHmhCnkKA9qfVKvZIQcVeb1Cfp7910eq7TkVj0Bbl/fnlFf3FlPicw1mZd55rzIKSEXe877L6PTKG+9vpa6+m/zxThk5UsAYnr+grvM26cfG1XWlqjPl3j1+Voa/SrVcKvVcddeU9qQKvFTf3bL+MsrXbnltCMnxHjcaPY9EbyqrskdEeOH9eeKL9MKb1HWbF94Wpb4YxTylqPRQ0QGoMsTnWQYCQ1R6kHU22oho7bWJZs4kevBBooMPTrtFoJ478cK7vvHGG4eW4UPoBbfccosTuE508EUdvOy3337rKy+i05vqkYgI9ieffLKaF0p8v379Eh0LAAAAAACoEkRE+o8+EkoO0W67pd0aADqGUFKEGi9ER/FwCp34uifVTvzgwYOdKQm33Xabkz7u+uuvp4MOOsi3rk+fPtSzZ0967bXXfJ17Mb/55ptb6+zcubMzpR51vhxR6ksVqV7tkKlt3Bsv5w1KWq5Ib7wvsjzLD68UQ5WnnpgUzvzvWkMKqqenOMuo6DFVZH23aiPmhbcq8oJWHo1fzhtGMejnQbucKoK9PGeeX1554uWoh0amzOsDJGREe29dWzv3vjf4rodpEAj3xNuUeV15t0ep95cNKO5KoWe+dn1bi/IeiDyvrlswOn1BTecKvEWR11X0KAWeRZQPeOR9deQtddqUea0ONTLDtl+myBtU7KK98GFqus0LXw6veimj0hcTkR5R7AFIBzmUfvfdiao1OxEASZCdeDGKWaTP9mKDgfokU574O+64gw4//HCnA3+w5QnU2LFjnaH2X331lTM/adIkmj59urMcAAAAAADUOG1thdRy0ksMQNZZZx13WH1rK9G996bdGpAymYlO//3339MhhxxCPXr0cKLP6xHof/vb39JIEbSExAOqc+idd96hAQMG0JprrkkzZsygCRMmOLniS0mmo9RL/3hDzCj1zrqGeN54rqzqiptS7Yvzxrtt9W+rRHKeZlqqlTJKvi/ctveiq6/6cuaBN3niwyLXmwhV5APw0QxMZdeisatzprIDeC/evLw/A8q8lidejuJQAyKkb54p74GI/wa1Pe6nIR+m0geUeDYvG8pUd/86prwrlZp54Jna7ryXjQvkeg9X4PV7IcoDb41ab/DER74yL7zJE08sL3xBoefL5YkstKPDXnhjzvmYXnj5HWSqg0elj/KvV2lEegH89ACUmKeeIvr8czeY3S674PSC2kGMQp4+XXiLiY4+Ou3WgBTJTCdeBKd75JFHjOv0IfminFDfZ82aRXPnzqVBgwY5EewBAAAAAEAdcPPN7ut++wnPZNqtAaB0iCCNp51GNG0akci8tfrqOLt1SmY68c3NzTR8+PDY5QcOHOhM1YxVzdc9lFJijYhSb/XGO9tKk7OUZ3OV98Zr74v1xvu3kcfmbUIxo9VrhQOed0v++DBvfDKF3T/YQYmOLLC/Oh3eOSyMTGCh73WkYCnPhzz/Kio9U+Y11VKuKxy/RXEPjEwwKPEx88Vzb7y70K+8c0U+OG9IEaDUeq89yt/OIs4zNd8fnV4u8xZ4ZRtiqum+ZRHb2BR7d53N88498uZybtuZOs+98FwtN+V4z5oXnqv4piJ8XVRU+hBfO1R0AKqMn38uDDU+5JC0WwNAaRFptHfckeiJJ1w1/owzcIbrlEx54gEAAAAAALDywANEP/5I1L8/UYmtlABUBfLhlBhxUsVWMVBeMqPEZ5oios53fJ+6BzzXMW+8Sc1P6o3X9leQr5kCLhVn5Wd368prDQrUKkcicIWRR6vXTb6qEqb0e2qsTXn3q8y5ZIo8H0Eg8BR4G9K2nlejL9gKZxlT5/llYAp8QZnXRyb4R4RI37yy5nN1PcQT3xFTPFfcCyt49H6/2m6KmaCUdj6ft6zXo8Jz73uUFz0ksrxtG3vU+qCf3RalPpg3Xq431ME/H3nzcrV/Xx1eJW0RXnjmVTcq8sV64X0jAzLihUdUegDSHUovAiCXYuQhANXG3nsTHXcc0axZRC+/TLTFFmm3CKQAlHgAAAAAAJB9vvySaPJk9z2G0oNapVs3or328j+0AnUHlPgqiFKfqI4Ib3y8HRaxTbHeeJMJXKqDPA888/XzaPW+sjJiu6YYugtkXayZ2rHy/PDcA6/KKaVZKvQF2pWUGVORDxMDuUrfaF6ucsJr94mKOi93rBT3CGVeb7bcRl4PNi8L89vFp9AXeyvp54WN3gjEP5DXXKnLJk98TOU9oJAb7o+4CrxJzW/jSjeF++q9z4tc7y/DFXjztqbI8pHR6Jkyb/TE82VMJc9FKfAmpbycXviObBOl6uubJihbzjoAACw3vPiO2nJLogEDcGpA7SIeUt12m8i/TfS3v4ngYWm3CFQYKPEAAAAAACD7SFXy0EPTbgkA5UUE+15pJaJ584gefRRnuw6BEl/t3viE2ySKUl8Jb7xu/OYjAHhUemUCZ8t1xZdFrI+KVs+bpxc15pDXtm5o9apsCqruBcVdttmsyPMI9LporILwNzKlXSnu/m0Dp1bfr/K+hyvzUq31NTdnUen5CAXmldfPsikEQhyMwezVyAPuhQ9X2331MZU+ELldRa33lusKuKrfvy4YtZ786rl2XbyPkj2SPVPZlULvyxOf992HhTqYmm7JBe8rEzcaPfe3m5aFlTXOawdVrBdez6YQ5YW3RKUPRKQvl68dXngA0uGdd4hef91VJPffH1cB1DZNTW7O+EsucR9e7bZb2i0CFQZKPAAAAAAAqA0VftQoohVWSLs1AJQfGffhwQeJ5s/HGa8zoMTXCmE+d9u6cnrjlVSdt8vT3BsfEa3eFLHe1nK1V6Of26tXFVFZ5uVO1N6c/00R7plPXinyvEVMLPQFlmfLpOJu9cYrtV2rg6v2XHlXKrtXUPnd9UZ5i2yJBVSUeu6VDxQJWcCOJWyd9L5zBT5Cbfets0alD3/1b8tebao6873H2saiwBsjywe87+EKvOlYeL54WzR6HonePT6zAh/bC2+ILF8RL3zYPpCSB4Daoq2N6NZb3fcIaAfqhY02Ilp3XXcUyl13ER19dNotAhUESjwAAAAAAMguU6YQffop0fLLE+26a9qtAaAyCHFl7Fj3/Q034KzXGVDisxKlnnvjeZT6QPGCHBfwxyf1xjtlKV4dhb362+1sIyVfsy9W6eFKTQ36+3nE+kC0+nYepd6kxjHlvc2y3KOh1V3e7vu0+L3whUEGLMc8372pOQ3hCry85Nwj79smb1HTmUIvl0vvvL8s98D7X3m0/mJ98LH98RZPfEBt17eTXnd2PgJlLcq88577022KvMU7byyr/PN+tdyW893vhefqudzWrMD71Xw5qoUdkzoPzBNvik5vi0Zve1Vqu8FPbt0m3AuvfPB6/aX0wvM6Lb52RKQHoEq5/vpCbvjOndNuDQCVQwRxHD+e6IUXiN59l2jwYJz9OgFKPAAAAAAAyCYiOvcDD7jvf/WrtFsDQGUREerl6BP5MAvUBVDisxKlviT7LaE3PspTasoTr5KV58LL2qLV6+u8unIsM3uUV94P94fnYynyzpoGFrme7bFB+u6VjZj5vPV1Mjq9VM3lenm6LHnjfdvIV6W0+/dRiD8gy2t50ZXn3T+v8sZbotXrR1yO6PQB5Z0p8ybPPFeaoxR5vlxfFqW88+j0Ji96QHm3eeNZBPp4Cjyvk/ncDXUUvPHtbLmM+C7Pn+lG5fM2RZ6p6nFyoZcix3tH6ioFiEoPQDoIL3xLC9EmmxBtuCGuAqg/jjiCaOJEoptuIrrgAuSMrxPQiS8x+nDLYofWh9YRNaze0CG3pp2LOazemHZO1h81rF7v2DTmzJ32mIHu3Hb4O+uFPG0s9Zwl1ZyRQMq08M68vk52vvKNlmH0ed6pD+a6swa2Y8PseYfd9z4QyC58ua/DyetigewCz3z4cPvYD00i4J1z23LemTaVbY8YNh82nD6iw28NWmfsgJvLqM59YL12r0d23nkn39CJ5513a4dc1sk64L7zENF55511UxA72zB6vp4Pow97EBB3GL2pc49h9ABkG/G5vu66QkcGgHpk5EiilVcm+vJLov/8h2jPPdNuEagAGE4PAAAAAACyx2uvEb31luuDP/DAtFsDQHo544U3XiAfaoGaB0p8mlTLsHqupocNqzcOkw9R5PW6+NhuW6C7Nm/kQGODVUDj6ecCqec8VbsQ+C5E2Q0IeTEUefXWNozeC/7GhE+/KmkeHl5IF8deDe2NHE7P1XVWTl/Hg+LZFPjAwAWduJJ82DB6SqbI+4bTRyjxsYbT25R3rrhbUsDpywIp5GwKvXEoPF/H6uDqOn/V3qsyllRyYXUUtg0PPhcYRs/a4N8moq4wolT8SoNh9ACkh+yw7L030XLL4UqA+kXEg5gwgWjSJKLPPyfq3TvtFoEyAyUeAAAAAABki4ULiW67zX2PofSg3ll7baIhQ9wH3DffnHZrQAWAEh+lsJQ4jVbJ0s7F9cY7ZXJmb3xUQDtNFVNp55KOGjB4awuPjiyB7ti2euou5Rtnx6IOhXnmwy4f19mD2BR5fRmblcfieeQLnni/Mu++l6q9nDf76QOB3kIGNygFnp9rpq7rvvqCB56V4SnmWHkqd2C7KE+8SYkPpFDzL7elp/P562Mq8YHUbqbgeDFTyplSzEUq8IFgdWy5ruxzBZ4r9Hy5Voc1LVxUILsOKOOxvPC8fVXqhS8Jon1Q/AHwc//9RN9/T7TaakRDh+LsACAeZj37rBul/tRTkwWsBpkDSjwAAAAAAMgW117rvh5+uD24LgD1xL77Ei29NNGsWUTPPJN2a0CZgRKfhooeLFheb3zcFHIxvPFSIQtEq7fVYdyP99oQ5bM3LLekn5MKp1Tqg555OwGdXbYvLLWbF2m/oKb751WUer4XQ3T6wqtfeZVp4GweeX9ZXxUFNV0eC1fXDUq8NdUcK2dS3UN98iZCBE6Twh7bE88Vd5uKb4lWb1oX8LxHKPV6Wa7AB1POMQXeoKIHVH2meNui1Id53pXSHvCkm0bQ2MpGzJs8+hFeeKXAc0x1RFFuj3xMZbxq1HwAaomZM4mefNL9rSE68QAAomWWcQM8igdcV11FtO22OCs1DB5dAgAAAACA7CA6KILRo4lWXTXt1gBQPRx7rPt6zz1EX3+ddmtAGYESX60R5EvljTfWFdMbb/Sz5zoWrd4Hk4u5uh8I7R6MQq9WevtRijwxz7zmq89FKfKBAsHo9AX13uybD0Spl6daeuX1dVxN58fvleOqu/4+oMjzKPVcbdfOhzyVtujzSbzxHSKu8k5mf7uvSfmYHniDJz64zux956q/Pz87LxtPgQ+PTs/UdJsCr6v5zPMeUODl55TnidfV46ho9LZypijycaPRx/HVR3nhbXX6N6pu9Rw+eADMAe3+/W9/hwUA4LLppkSbb0708stEN9zgeuNBTQIlHgAAAAAAZIM77ySaP59o9dWJdt457dYAUH0cd5z7evXV8S1oIHNAia9Vb7yuJPGI9bZo9XFUdOldLTZavamNPFq9LX+8ViTnrctLjzwvK5czRT6WTz7WCm//ck2Uj169anV4qrxSx1lu+ULwb3nOg3VwBT6gyKvz5d/UN9qAJwlgQfJt3viKR6ePo9DbPPBRCrzPE89U83xMj7w+2iNCeS8o4ub1ehkelZ772gMR6E3+ce51Z6NcuM/enNudKfBJcrt3NBp9yI+QyGj0pVTVEyjjVaPmA1BrXHml+3r00USN8o8uAECx//5EJ59M9NFHRJMnE+2yC05ODQIlHgAAAAAAVD+vvUb00ktEzc3IDQ+Aja5dicaO9cePADUHlPha9cYXVTnzxusKlyVifexo9XodHFv+eKlsNhq2a/P2661THu9Gc7543TjNffJWC3wIUp1Vwqa6HlINDY9e71smN2W55XPeaAIeeV5X+AIKvLw+/HIxJd6UJ14dAVfr+a1mik5frD8+H0Odt6jqpjps0emD+eL5uQ7uPxjBnqvpvLzBz84VdqtC71fGTeu4n92qwOufOe51z1u28T5Pxojyal1EPnibFz5E1Y+MRm9S4EsRdR5eeACyieyQjBlD1KtX2q0BoHoR8SL+/neihx4imjOHqF+/tFsESgyUeAAAAAAAUN18/z3Rbbe57xHQDoBw1lmHaIcd3IfhIuUcqDmgxFezN94t3PEd84j1Ud74sLzyPGJ83Gj1cSLW2xT5MMN1YkW+UK9NkQ9EaZf4FEVLm5gYqaLXM+VXfx/wxKso9eHKvPOee+JVrACvgFLe/QelK89Wpd2SFz5MdY/rjTd64VUllrIxlPigB56dQ6syr+3PprxH5o03KPFyEfe3cy+8VNn1OpTX3r+uoJ5bFHifml+kAu+71zuowJtyzieNRm9YDi88AHXGLbcQ/fQT0aBBRNttl3ZrAMhGgLunniL617+IzjjDtaGAmgFKPAAAAAAAqF7Ew8HLLy+o8EV7uACoI/bck2illYi++ILovvvSbg0oMVDi69kbHzdafZiKHhWt3qSsJVXkfZH2w49FqekWRd5d6R2vVOTl8XuV5xrZqTTsW7ZIrVPR6b2c7soL799WeuXddV4Znmre5on3lHldRZcKe1B59x2qUny5yu4uYyq9/zTFik5fqMu+rlglPkqB90Vjtynu3PtuU+z1dVGe+ICqrrXN4n0vRLLnKjrzuZt89FxNZ4p3IAe8/p7vL+rVlCe+Iwp8JaPR2zcMWVUCn30pQF54AMyICNvvvUfUrRvRYYfhLAEQh06dXDX+7LOJLr3UjVoPagYo8QAAAAAAoHoRAboERxxB1L172q0BIDuIkSuiM//CC0Qvvph2a0AJgRJfzd54t3Cosh6pyOvbcm985L51ozCLWM+j1XNFXkWrD9lXXEVelzhtUfClt9fzxtsUeR0ZXTxv8c/nPOVbzZvEuoDS7m3jKfK8nO+UWtV7GbXer+Yq1V2vmueaV8p7Ltzf7lPipTzM6lANZYdiGsZoiyMQheGc+pT1pB75CCVeqdZ8vZ7jnavzNtWee9Z91zbC+x6oi633lfF73SMVeF9keYsCb/PC81zwSRR4G3o2BZsCb6urmEj0gbo7oMAjLzwA6TNjBtGjj7p/6E44Ie3WAJAtxHD6Aw8kuvFG92GYDA4JMg+UeAAAAAAAUJ1cdpn7uvvuRGuskXZrAMge48a5r3ffTfTpp2m3BpQIKPEZ98ZXJFq9oUzU8kD+eGd/rB22uji+5e3xFHmv7kDUemcbefwNfkVeqck8Kr6/Tv8xsKZyRdqitvuql4tUvnj/7ng5vRmF6PRe/coTb1Ho5TXOhVyGiPzwOaN8TsURIoTaPfD2OiIVd+6JZ4p56DqL8h5ah837HqhLjroIetEDSrtNXTdFp48bhZ4r8CZffZTX3VKnNRd8nLrkbJx88dXiay8GeOEBMPPtt66CKDjxRJwlAIph443djA7//S/RFVcQ/fnPOI81QAZ7oAAAAAAAoOYR+a0XLiTacEOi7bdPuzUAZBf5EOyaa4h+/jnt1oASACW+1r3xMbYtlDMr8u6mDeF+dkv+eF2FK/jkk3rjNYWN55C31WnJI+8el1lh53njpWKf8yr3qddcnZbHL73wcbzycr9yXWBkhMUz76tCXivma2f++YK/Xe5LO0dWL7ylDn4SSoVFSOXqenC5towp7bysPW98YYNI5d1al1ZHXO8731bzxNvyvweWs8+eL6ZAsQp8HFXbFo0+TIG35YO3+OpjKfA24IUHINu0tBD94x+FDgjSygFQPMKOsvrqRLNnE916K9FRR+FsZhwo8QAAAAAAoLq4/37Xv9urF9EBB6TdGgCyTWMj0W9+474X6eaKCRwLqgoo8VXgjS+lIp+IpNHqnf0zY3ZMRd6834SKvK/e4hR5p+lSpZaFpUe+3Zw3Xu5DLjdFsA8oBEqq96vsum86J1Vxpt7bvPAqArx2TlUE+0B0elaHJXq9bxlru/LVU8p54mOq7O46i489yiuv18EVdps33qKq+/bD8sUHvO9cRdeVZ9u6gPLN1ptyvCdV4MM88REKfABTe9S6MkSj7wiVjkYPLzwAls9GnmjCBPe9yHO91FI4UwB0lF/9iuiss4jefZdo0iSi0aNxTjMMlHgAAAAAAFA15KZOJXr1VaIuXYh+/eu0mwNAbdCjh5s3XnDhhWm3BnQQKPE1RlHe+Iho9caI9VGKPK/bUXalos3z1ldQkdeK8ij0Ml+8pKB8GiK6821zNq+8rIsC+wiU4co898wzK79vh0yltyr0yueuea/ZG1VWxgaw+BBNqntHbPJWdT6GFz64LkJxt3njQ7e1KO+8vCmivMX7HszfbvDEW14D+4ilosdU4E11xFTgrbngEyjw+TgKva1+i7pdEuUcAFARGi6+2H0jfLsrroizDkCpEPElRL74Z55xpy23xLnNKFDiAQAAAABAVbDs++9Tg1Dim5qITj457eYAUFv07k00dqz7/qKL0m4N6ABQ4mvUG6+rToH6kiryYTnkoxR5XcWVUatLqchLNVLuR3rUlZzsbatFpy/U773KprJ88aouFr3eGMGe+ei5Vz4Qxd5pk1++tyrzav+sfSb/fHtMhZ7iR6eXMjJX3k11JCZEHA3mgy9CkY+IRm+McG+L9m7dlinjvv1F+NfDIstHlYmjoqvo9DG877Y6OqrAm+qqNgU+pjcdPvjy8umnn9J7771Hq6yyCq277rqR5dva2mjGjBn07bff0tprr00rrbRSmVsIKsGA++5z3xx0ENFqq+GkA1Bqfvc7N33jww8TvfUWzm9GgRIPAAAAgFQ588wzaeDAgfTHP/6Rtt12W9pll11oocgPbuH22293Ou4HHHAAnXHGGbTGGmvQuHHjKI+Iy9lm5kxa5YUX3Pennpp2awCoTQYMINpnH+dt41//mnZrQJFAia/nEQBJtrXkkLcq8nw7fZ1NkTdt45TXVLIwVd4pK8uxBVI5d9b5PeeaYdx98VR7lU+eRa93i/q3LajYFq+8KYq9PEzlX/d781mzAlHqfccpCzGl3arQ6xii3rvbMuU78CZ5lPrQqPRq45jbMpXdWNbgV9e34aq7b5mljki/exz13OaJj1NH3NzvSb3vvnKGKPmWzlEsBT64kX+2I1HqOxLhHdHhq4LHHnuM/vznP9N///tfGjJkCM2dO5c23XRTOvfcc53lJkQHf+rUqbTqqqs686+//jpttdVWtNlmm9EhhxxS4SMApaLxb39zvuvad92VGmKMxgAAFMlppxHdfTfl7ryTumy/PU5jBsmsEn/ffffR8OHD6corrwyse+WVV+iII46gXXfdlcaPH0/ffPNN5RomfhTKqegq8moqTZMS1iXKWoes5n0/sMWPb98PcLleLDP9MPcNrXX3IzoBTkeA71eW1ydZr2mdr5w3qWXadQmsY5PoJLW1O0Oenakt73bc9Em2w5vEjw6nk8XWh9Wh1rWL94U251rbnamhNe9MOdGWtkIdhXlRTpQX5UT5wryss6HNneS2DYZJ1dtauqmhxTyVch9xjknNe+fDer70c8rOs7oO3nVR10lN7nX0XVs5yXVykuvl/cLuo9A6vPsy+p7X7nXr5yGf/POV9HOrymvHF/f7w/adlOB7LNXvUHMleGhg4aabbnI672ISiGHxY8eOdZbb+NWvfqU68IKNN96YBg0aRC+//HLHrhNIj88+o9wttzhv26HCA1BeNt2UaKedKNfWRmtNnIiznUEyqcR/9NFHzrA54Ydbb731fOuee+45Gjp0KB133HE0YsQIuuKKK5wfBq+++iotvfTSqbUZAAAAAEHeeOMN5++2zkYbbeSo8OIh/AorrBB52r766iuaNWsWHSWimVtYvHixM0kWLFjgvLa0tDhTVpBtzVKb49Bw4YXU2NJC8wYPpq6bbkr5Gju+Wr1uAhxbNsmdcgo1TZlCqz3+OC355BMi7cFoLdCS0c9c3PZmrhMvDuzAAw+k888/n/72t78F1p9++uk0evRouvTSS535UaNGUe/evenaa691Ov5ZI3awuxhD4611RQW6E0TsPzC8PmwofCAYHhteL9PEqe0MO+RB72zDbwPD6xOko+OB77RVtqH2tmH2PACeqYw9GJ5XXtWlN5KdS1lYtk+9+IPk6XUEht7L5blkQ+VLhT3VHC9nUmwt6yKC0vnqldfdNlw+aqh8nDJRdfnWRW2bNw+dj7OtKmcZoq/XkXT4PB+JoxcNWeevI2xIfkYC2YFI5s+fT8svv7xvmey4i3VRnXjxQP+www6jPn36OAq+jQsuuIDOOeecwPLJkydT165dM3elpkyZQrXCUvPm0fCrr3bez9x/f5pXQ8dWy9eNg2PLGPk8bTNoEK0wYwZ9MW4cvRXyEDTLTMnYZ+7nn3+uzU686KSvvvrqdOihhwY68cIjN23aNLrhhhvUsm7dutGwYcOcP9JZ7MQDAAAAtUynTp0CP1rkvFgXRnt7uzO0Xnjin3766dARd8Jed7KWskwo8f369XNG7XXv3p2yJGaIH6U77bQTNTc3Uy3Q8JvfOCp82zbb0LwNNqipY6vl6ybBsWWXNvEdO3o09Z8yhfr94x9EfftSrdCS0c+cHCVWU534Rx99lO666y6aPn26cf2cOXOcP+h92Q0o5p988snEQ+yqIe1cOfaZWJEPSz9nlWsN623qeVTAO9+IAN4upqjZAt/pxRpYnjieji4i8J1bNFxxV0HybMq8VtYaJE/WpXYqz5OeY469qsO3qPpyuV6Hqp4prpZrW/bb2SKSWtV13zIWjM+iuNvUdt9+AsqyZX1ocLyYyrsxKF0RynvsOiyB5Ezt6KgCHydIXdgxlEqBTyuIHYLnRdK/f38nvRz/e965c2dnJJ311ObzdOSRRzoP6cXfeBHdPgxRn5g44sddln7gZb3dAcQw3uuvd97mzzqL6KefaufYDODYsknNXrfhw2neuuvSiu+8Q81/+QvRP/9JtUZzxq5d3LamGtju4osvdoLThU2ff/65U/bLL7+kww8/nG688UZabrnljPUtWbLEee3SpYtvuRgmJ9fZhtj16NFDTeLJPAAAAADKj0gnJyLU//TTT2rZvffe6/wGaGxsVL8BHn74YVq0aJHqwAv/+yOPPOJEqV9nnXVwqbKKyEAgfqMNHUp5RMkGoLLkcvTegQe67//1L/ehGsgEqSrxwrsuIsqGITvs4g+6+AN/3nnnOZPgww8/pG+//Zbefvtt50m8LCuW6YjAOLaOf9gQu5JRAkU+tjee7zNkv+VQ5K2p57QyRSvyvv2zdtnqNiFThAX84TG98lpRKeEmVuZDyqoyKi1ciELP888xL7xqn6yDK/W+Osis2vNycQRN222axGJsUXCD6eJi+NrZ/oOqvu4BZ2VsZeN44pMo75F1WBR47ns31VclCnxkKjlrVowwf33pFfiSeOGhwMdGBKIVcWtEDBuhrD/11FP0/PPP07PPPqvKPPPMM7Tvvvs6Cr0YXffb3/7Wsc5ddNFFzm8BMQlWWWUVJz0dyAizZxNdd5373hCvAABQfr5Zbz1qHzqUGsSo5fPPJ/LiU4DqJtVO/ODBg50pDnvssQetvfbavmXHHnssbbjhhs4PANFJEUFtevbsSa+99przgEAi5jfffPPEQ+wAAAAAUF6WWWYZp9MuAtI+8MADTkf8pZdeonW1POFimfi7LkfaCSV+5MiRTodfTJJtttkGnfgsIUSZ1lZnSC9tu60wsabdIgDqkvY//tHtxAtry+9/L3xOaTcJ1IonXjx551538YdfKOZiyJ1ERKa97rrr6JhjjqFevXrRpEmTHA/95ZdfTrVAYkW+YzsrvLdFro+ryBvKJFXkjT55a2T5GIq8KktmRd6zzAe88nobuTrNI9kz271S5rVtuSeeApHkzd55U1mbj16p60rd1wux0QL+GszqPccWGyGKGH5p1eY42/LDj+tvN9UbFjneVC5MzefbxIkaz5X3uHUYy1r88xYFXqnvJVDgjZHoS6DAlwNEo08PEZ3+T3/6k3W9SBUrhtNLLrnkkgq1DJQNMXri3/9230OFByBV8kOGEI0YIdJ1EJ17ropTAaqXVD3x5UCkjxHq/oABA2iTTTahMWPG0IQJE5wfAAAAAAAAoAo4/XSRH1AERSDaeuu0WwMAkA9Sb7yR6J13cD6qnMwo8SauvvrqgNddBLET6vusWbNo7ty5NGjQIFpxxRWpKihhtPpEinzEfmPVFbftFkXe3bShQ4o8V+WdIpG53otQ5KWcq84H88rr++Nt5ZHsvTq4Mh/mm1eKuFJYeWR7TbWUyn+Uj14dk+G4ma+eR6UPKOHG26QEHuKYVYX62SWszXH97Ym2iVLqkyrverkw77utHcbzEJL/XavTp7yb9lUuBd5GDAW+lF74kirw8MIDEM2LLxLddZf79+eii3DGAKgGttySaMwYEYiM6NRTif7zn7RbBGpVid9yyy2tKWXE8m233bZ6OvAAAAAAAPWOeJh3yinu+7FjiTbYIO0WAQAkF1xA1NRENGkS0dSpOC9VTKaV+MySRv74GPstym/PvfGqMqYum3zySRV5w/6kglhQ5JlHX21nUOW4Oh9ojywn1xtkdOWXZ3UzFZ0r86FKu8XX7otsz9rhs8lrdajFFqXeq8SrQ44aYPuPc5uW0RMfO2+8qT6LFz5QRxxvPKsjdNsov3rcnO+J6gpRvtNU4MOucREKOPLBA5BxHnxQpBsQ+YBd7y0AoHoYMEBEDicSscR+9zuil1+ON5oVVBxcFQAAAAAAUH5E9PnTTnPfn3SSiFqMsw5AtfHHPxJ17y7SexHdfnvarQEWoMRnnKLU844o8rZtoxT5uLnknbqYkmd6AqhUcosir7YNbhrYT9QTRp5XPmkke7eB3qshwr0l17za1KbQh6n0tjrIXldAtZcY1XtOCT3FqkpbxPIwZTehfz5UTY+oI06Od9s2URHnk7TVFnk+pK1WBT7MV29rVykVeIufPJZnPa188ACA+Fx7LdHMmUQ9exY68wCA6kJ8PkWaORF8UkzCJ7/UUmm3CjCgxAMAAAAAgPKyYAHR2We77886y1X6AADVyYknuiNlPvmE6LLL0m4NMAAlvh6j1cfcv65SBepNqshHRK6P5ZV36mVluPjnRa+PnU+e16/voyOR7G3KvGFkgnrlir+MbB/wzgf97DYffWE2XKmPtyrGuSwFEYKq0Qsviau8h+zLnls+ZrR64zYxlHdeR1zve5z9q6Iy00LUeYmOLG+MPm9rh6U9WmXZVeARjR6AeIhc8F995Xpujz4aZw2AakbErDjvPKLDDnNjVxx8MFHv3mm3CmhAiQcAAAAAAOXj7beJ/v53971Q9ZqbcbYBqHYOOYToF78g+vHHQkYJUDVAia8G0lbkO1JvCRT52NHrE+SUt+aT1+lIbnlbJPu4ynxornlLZHvune+IBz7E3271xifyyJchUn2cSPZxo9GH1RmVj926L11FT6i8x4m0b/O+2+qOE32+Egp8mOrdEQU+ISWvEwo8ADE/K3miX/+aqK2NaK+9iHbZBWcOgCwgfgf/859Em23mBrg76iiioUPTbhXwgBIPAAAAAADKg/jx//TT7vDcSy7BWQYgS2yyCdFxx7nvxcM4kWECVAVQ4mtckXery5Vsv0Ur8jrcHx5XkdfLxlTkefT6RH55oRrodZZSmXfqlw1qMJfldXLvvL6MbRtUnCOUehOmaPhp5ImXxLA+x1LanbpilIvyxqtyIep1sap+HOXd0p6A+h7WDr6vkPbEVuA74GNPpJbHVMLhfwcg5WB2chjuH/5AtNpquBwAZA3hjb/rLqJ333XtML/9bdotAlDiAQAAAABA2YLZffEF0VprwVMLQFZZbjmiiy5y34sME59/nnaLAJR4UDFFPswvz5U8Wz75qMj1Tp18JICh7VF+eTnLPeomJdKmzkcp8862sn6m+Ecp9L7GR0Sd50q9qjpEOeftsGCMkt8BQqPOdzj6ecKo9aa6bD73sH3H9tNHe9ET53xPur+4Cnwx3vdCZRVT4AEAKfPaa4Vgdv/4B1Hnzmm3CABQLCJK/b/+RfTCC0QnnEB07704lykDTzwAAAAAACgdS5YQHX64a0vbd18EswMg6wjR6qqriJqaiO67j+juu9NuUd0DT3w1oitNaUSsL6UirxM3gn1IPnmjTz6JV96wX6lkJsotnzTHvKkdPC98wBMfpdCbtrFEupeYfPV8XZSqbvPdl4q4qmySfPG25UbVOqHiHieyfBEe9MTe92IUeMt5MvrfkyrwMRTz2Ao8csEDkC0uvJDozTeJVliB6PLL024NAKAUbLgh0fjxbt744493I9WvuCLObUpAiQcAAAAAAKXhrbfcQFhyGH2vXjizANQKIkDluusSff010bhxabemroESX+2kmUM+wYiAWHUnzSlvUK+5QmjNKR9HIW8v0itfCmU+tA6+wKLQx/HRq3ZYlHm9jihlPUzFLwdl9cjHUKSL9dcXo4DH2H/inO+m/VrKWiPP2+o17b9Qmb0uVQQKPAA1SWurO4xepKHaYw+iAw5Iu0UAgFIiYlvccAPRL35BdNttRPvvT7T77jjHKQAlHgAAAAAAdJy//pXo1VeJll2W6Mori08/CgCoXjbfvJBt4thjib77Lu0W1SVQ4rNCmop8gv2XVZFPmlNeL68rjVG55eMq805dFE6Ywmlrh8k/79RlqiREpQ+LNG/y1QfaF3Id0qAD0c+LiqieNKJ9EjU7hjc/luc9bjuSeN9Dyoe3Awo8AHXN668T/fGP7vtLLyVaZZW0WwQAKBci1dzEiUQzZxIddxzR7bfjoV2FQSc+a9RTZ16i1xGRjk4tDg1sFzHkPWanvugh93HbEbdzbwySpyqxdMgN+eP4thEp5kpxD3YoeFmchwpxO75h66wPAGKmXjOtixoqbyhTiocHJe20FyqNWF3e9HGJ6i/D/gEARPTTT0QHHuhGpRdDaw89FKcFgFqmSxeiG28k2mYbojvvJNp5Z9dKAyoGhtMDAAAAAIDiEQGuhCLXpw/R9ddDkQOgHthySzdSveDXv3a/A0DFgBKfVTKmyIfWH1WXrrTFCH4Xa5i9vk2RynzJguFJbCqpTaHX28bXBVR1i83AvzHbb8T9YFLzUx9OH6UaF6HMx1WvE6jZsYfKm+otQk1PrMB3xLqgVkOBB6AuuOsuouuuc/+u3Hyzm1YOAFAfnHoq0ZQpRFOnuoEsX3jBDX4Hyg6UeAAAAAAAkJzZs4mOPtp9L/JHi7zRAID6QQhN8uHd9Onu9wCoCFDis061KPKSkHZwZS6wnzh1xQl+F+KVTxQEL5aKX0QwPAlfZQ1oF8OnG+Wn54Sp+ZKoVHKljjpcbOC8ONvF9bXH2bYI9broIHVFePCLShcX1S634lSV96L2U8Z2AFD3LF7s+uC//95NNyUCXQEA6o/evd20cyIexiWXEG2/vZtiEpQVKPEAAAAAACAZJ5zgDp0V6eREvujmZpxBAOqV3XYj+s1v3PeHHEL03ntpt6jmgRIPSqPIFzaOPTIgcj9hdYVFsI9QogN+eds2YV55q4ofHdE+UqWPq9AnUZT5sZrqVw2Led3TSjmXZL9R5yVJRHlVp0UBD1N1S6G8l0OBz4D3PfE+AADl5+qrif71L/fvhUgt1b8/zjoA9c5f/uKmmpw2zVXiX3qJqEePtFtVs0CJBwAAAAAA8Xj2WVeFF/z5z0S77IIzBwBwR+PcfTdR375Es2YRHXxwPNsiKAoo8bVCCb3xiSLLV1KRD6svrlc+SW55Vt74RRS5jX3EgE25ja3QJ6GtLbmPPUy9T4MkfwjiqvVF5EcPVdwjti3Km59UeY9z7B3M/e4WyWfL/+6vuDz1AlDrfP450T77ELW0EO27L9Fpp6XdIgBANbHSSkT33+/mj3/4YaJzznEnUHKq7Fc6AAAAAACoOn780Q1c9eWXROuvj3zwAAAzm23mWm4Ef/qTGzMDlBwo8bVGGRT5Dvnk46joSfYRFcE+yiufIJJ9UTnm1X5tIwbMi/W2Jlbo3a18dZQEqd6XKxp9OT33HYnCrqqIUGuT5HYvgUc/beU98wo81HcAikco70KBf/VVohVXdJW2ZZbBGQUAmBk7luiNN9xo9Ycd5ir0w4bhbJUQKPEAAAAAAMD+oPDII4kee4yoa1ei//yHaM01cbYAANGB7vbbz30IuNdebqcelAwo8bVKAgU8WbURud7jtsnduOP7SKrMJ4hkb1Xm9W04UZHtQz3YxSn08dV6pxZfnYmIEyU/bQU+poIby9ceVWcsBbx49Tw02nyZI87XhPJeqLx8dQNQD5xxBtFNNxE1NhLddRfRFluk3SIAQBYQv31vvJFo7lyip58mGjmS6PnniVZbLe2W1QRQ4gEAAAAAQJC//92NQC8QHtfRo3GWAADxWWopogceIFpvPaIvviDaeWe3Uw86DJT4eqBMPvlK5ZRPFCU/Tp1xI9lHKPOhueZ5HWGqapRKH0dITKDWx1Psw4gxuiEuJVZgEynscfcf6a9v73Adkap7rHaUToGvRO73xPtJXnn56gagHvjHP4hOPNF9L6JLH3FE2i0CAGSRZZcleuQRoq23Jpo5k2jHHYmmTnV98qBooMQDAAAAAIACl19O9JvfuO9FGrkzz8TZAQAUj8gdLzruffoQvfuu25H/6iuc0Q4AJb6eyLgir+9HEiu3vK3uqEj2YcqnJaJ9YXcxPPBxI9zH8l5HFylGsY9Lscp+qduhiO3jTqAEdyCyvCpSgjpSV94T1l2y/cWvvHx1A1AP/POfRCec4L4/9VSiCy6ofHYSAEDtsdZaRE8+SbTDDoWOvOjY9+qVdssyCZR4AAAAAABA9Le/Ef361+6Z+N3viC68EB14AEDpGDCA6KmniFZZheidd4iGDiWaMwdnuAigxNcjMaPEp6bIS8qpzBebY75I/3zAO2+qg9cVxycdV61XdZZQAdXOT0kU9bLkBo9ZZ5xznbTOSivv5Yg4X2T9Jd1vdKWlrxOAekN8V4lOu+jEC8T7iy5CBx4AUL6OvOjAC0VeeOUffZRo3XVxthMAJR4AAAAAoF5ZvJjo4IMLHfgJE9CBBwCUl4EDiZ57jmiddYg+/ZRom22Ipk3DWU8AlHhQFq+8SXFLrM4X0a5EIwGS5pgvoTKfKMK9pU63jREqZBJffRR8/+X0NZeqzcUo7Qn3HyuyfMI6S628p6HAl9X37u6gvPUDUA/Mn0+0zz5ETzxB1NREdMMNboceAADKjcgX/8wzRLvv7nbod9qJ6JZb3O8kEAmUeAAAAACAekP4UTff3O3AL7MM0X/+gw48AKCyrLAC0eOPE+2xhzsqaN99ic44g6itDVc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",
"text/plain": [
"<Figure size 1200x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#import the input field (just before MS1)\n",
"input_field_before_MS1 = np.load(\"../results_sym/input_field_before_MS1.npy\")\n",
"print(\"Input field shape:\", input_field_before_MS1.shape)\n",
"\n",
"input_field_before_MS1_sim = input_field_before_MS1[sim_mask==1].reshape(Nx_sim, Ny_sim)\n",
"input_field_before_MS1_sim = input_field_before_MS1_sim / np.max(np.abs(input_field_before_MS1_sim))\n",
"print(\"minimum field magnitude:\", np.min(np.abs(input_field_before_MS1_sim)))\n",
"print(\"Input field simulation shape:\", input_field_before_MS1_sim.shape)\n",
"\n",
"#make two plots, one for the amplitude and one for the phase, \n",
"# each of which consists of two subplots: a 2d plot and a 1d plot along the x-axis at y=0\n",
"fig, ax = plt.subplots(1,2, figsize=(12, 5))\n",
"im = ax[0].pcolormesh(X_sim, Y_sim, np.abs(input_field_before_MS1_sim), shading='auto')\n",
"ax[0].set_xlabel('X [um]')\n",
"ax[0].set_ylabel('Y [um]')\n",
"am_cut = ax[1].plot(xs_sim, np.abs(input_field_before_MS1_sim[ny_sim,:]), 'r-')\n",
"ax[1].grid()\n",
"ax[1].set_xlabel('X [um]')\n",
"ax[1].set_ylabel('Amplitude')\n",
"\n",
"fig, ax = plt.subplots(1,2, figsize=(12, 5))\n",
"im = ax[0].pcolormesh(X_sim, Y_sim, (np.angle(input_field_before_MS1_sim)+2*np.pi)%(2*np.pi), shading='auto', cmap='hsv')\n",
"ax[0].set_xlabel('X [um]')\n",
"ax[0].set_ylabel('Y [um]')\n",
"am_cut = ax[1].plot(xs_sim, (np.angle(input_field_before_MS1_sim[ny_sim,:])+2*np.pi)%(2*np.pi), 'r-')\n",
"ax[1].grid()\n",
"ax[1].set_xlabel('X [um]')\n",
"ax[1].set_ylabel('Phase')\n"
]
},
{
"cell_type": "code",
"execution_count": 539,
"id": "86c231e6",
"metadata": {},
"outputs": [],
"source": [
"#custom source field definition\n",
"source_position_1 = - (lda0 / 2)\n",
"source_time = td.GaussianPulse(freq0=freq0, fwidth=fwidth, phase=0)\n",
"\n",
"source_x_size = max_sim_size\n",
"source_y_size = max_sim_size\n",
"\n",
"source_Efield_sim = input_field_before_MS1_sim\n",
"substrate_impedance = td.ETA_0 / n_sio2\n",
"\n",
"dataset_input_EH_1 = td.FieldDataset(\n",
" Ex = td.ScalarFieldDataArray(\n",
" source_Efield_sim[..., None, None],\n",
" coords={\n",
" \"x\": xs_sim,\n",
" \"y\": ys_sim,\n",
" \"z\": [source_position_1],\n",
" \"f\": [freq0],\n",
" },\n",
" ),\n",
" Hy = td.ScalarFieldDataArray(\n",
" source_Efield_sim[..., None, None] / substrate_impedance,\n",
" coords={\n",
" \"x\": xs_sim,\n",
" \"y\": ys_sim,\n",
" \"z\": [source_position_1],\n",
" \"f\": [freq0],\n",
" },\n",
" ),\n",
")\n",
"\n",
"custom_src_1 = td.CustomFieldSource(\n",
" source_time = source_time,\n",
" center = (0, 0, source_position_1),\n",
" size = (source_x_size, source_y_size, 0),\n",
" field_dataset = dataset_input_EH_1\n",
")\n",
"\n",
"run_time = 5e-12"
]
},
{
"cell_type": "code",
"execution_count": 540,
"id": "06971828",
"metadata": {},
"outputs": [],
"source": [
"#simulation\n",
"grid_per_unit_length = 15\n",
"grid_x = td.UniformGrid(dl = unit_cell_pitch / grid_per_unit_length)\n",
"#grid_x = td.AutoGrid(min_steps_per_wvl=grid_per_unit_length)\n",
"grid_y = td.UniformGrid(dl = unit_cell_pitch / grid_per_unit_length)\n",
"#grid_y = td.AutoGrid(min_steps_per_wvl=grid_per_unit_length)\n",
"grid_z = td.AutoGrid(min_steps_per_wvl=grid_per_unit_length)\n",
"grid_spec = td.GridSpec(wavelength=lda0, grid_x = grid_x, grid_y = grid_y, grid_z = grid_z)\n",
"\n",
"#we overlay a box structure over the position of the pillars. This is done for the following reason.\n",
"#The meshing over the pillars requires many steps, since the refractive index changes\n",
"#from pillar to air. Instead of having to parse all these transitions, especially since we\n",
"#have a large number of pillars, we can simply overlay a box of the same material as the pillars.\n",
"#In this way, preprocessing becomes faster because all the region is treated uniformly. \n",
"# The material is the same as the pillars, i.e., silicon\n",
"#to ensure the mesh is finer, compared to the surrounding air.\n",
"\n",
"grid_spec_1 = grid_spec.copy(\n",
" update = dict(\n",
" override_structures=[\n",
" td.Structure(\n",
" geometry=td.Box.from_bounds(\n",
" rmin = (-td.inf, -td.inf, 0),\n",
" rmax = (td.inf, td.inf, h)\n",
" ),\n",
" medium = si,\n",
" )\n",
" ]\n",
" )\n",
")\n",
"\n",
"grid_spec_2 = grid_spec.copy(\n",
" update = dict(\n",
" override_structures=[\n",
" td.Structure(\n",
" geometry=td.Box.from_bounds(\n",
" rmin = (-td.inf, -td.inf, -h),\n",
" rmax = (td.inf, td.inf, 0)\n",
" ),\n",
" medium = si,\n",
" )\n",
" ]\n",
" )\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 541,
"id": "4565d404",
"metadata": {},
"outputs": [],
"source": [
"#simulation domain size\n",
"Lx = max_sim_size\n",
"Ly = max_sim_size\n",
"Lz = sim_z_size"
]
},
{
"cell_type": "code",
"execution_count": 542,
"id": "b16f269b",
"metadata": {},
"outputs": [],
"source": [
"#flux monitors to compute reflectance and transmittance\n",
"transmittance_flux_monitor_1 = td.FluxMonitor(\n",
" center=[0, 0, h + lda0/2],\n",
" size=[td.inf, td.inf, 0],\n",
" freqs=[freq0],\n",
" name=\"transmittance_flux_monitor_1\",\n",
")\n",
"\n",
"reflectance_flux_monitor_1 = td.FluxMonitor(\n",
" center=[0, 0, - (lda0/2 + 0.1)],\n",
" size=[td.inf, td.inf, 0],\n",
" freqs=[freq0],\n",
" name=\"reflectance_flux_monitor_1\",\n",
")\n",
"\n",
"transmittance_flux_monitor_2 = td.FluxMonitor(\n",
" center=[0, 0, lda0/2],\n",
" size=[td.inf, td.inf, 0],\n",
" freqs=[freq0],\n",
" name=\"transmittance_flux_monitor_2\",\n",
")\n",
"\n",
"reflectance_flux_monitor_2 = td.FluxMonitor(\n",
" center=[0, 0, - (h + lda0/2 + 0.1)],\n",
" size=[td.inf, td.inf, 0],\n",
" freqs=[freq0],\n",
" name=\"reflectance_flux_monitor_2\",\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 543,
"id": "33cbb682",
"metadata": {},
"outputs": [],
"source": [
"#far field points the projection monitor will compute the field at\n",
"xs_far = np.linspace(-Lx/2, Lx/2, 201)\n",
"ys_far = np.linspace(-Ly/2, Ly/2, 201)\n",
"X_far, Y_far = np.meshgrid(xs_far, ys_far)\n",
"\n",
"#distance from the monitor custom origin to the far-field plane\n",
"projection_distance = d1 - lda0 / 2\n",
"\n",
"monitor_proj = td.FieldProjectionCartesianMonitor(\n",
" center=[0, 0, h + 0.5*lda0],\n",
" size=[td.inf, td.inf, 0],\n",
" freqs=[freq0],\n",
" name=\"ff_proj_monitor\",\n",
" proj_axis=2,\n",
" proj_distance=projection_distance,\n",
" x=xs_far,\n",
" y=ys_far,\n",
" custom_origin=(0, 0, h),\n",
" far_field_approx=False,\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 544,
"id": "41c95f94",
"metadata": {},
"outputs": [
{
"data": {
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"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
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"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
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},
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"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
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],
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"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
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},
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{
"data": {
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"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
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],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
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{
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"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
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"\u001b[2;36m14:52:17 CEST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
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{
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sim_normalization = td.Simulation(\n",
" center=[0, 0, h/2],\n",
" size=[Lx, Ly, Lz],\n",
" grid_spec=grid_spec_1,\n",
" structures=[all_substrate],\n",
" sources=[custom_src_1],\n",
" monitors=[reflectance_flux_monitor_1, transmittance_flux_monitor_1, monitor_proj],\n",
" run_time=run_time,\n",
" boundary_spec=td.BoundarySpec(x=td.Boundary.pml(), y=td.Boundary.pml(), z=td.Boundary.pml()),\n",
" symmetry=[-1,1,0],\n",
")\n",
"\n",
"sim1 = td.Simulation(\n",
" center=[0, 0, h/2],\n",
" size=[Lx, Ly, Lz],\n",
" grid_spec=grid_spec_1,\n",
" structures=[substrate_below, pillars_mask_1],\n",
" sources=[custom_src_1],\n",
" monitors=[reflectance_flux_monitor_1, transmittance_flux_monitor_1, monitor_proj],\n",
" run_time=run_time,\n",
" boundary_spec=td.BoundarySpec(x=td.Boundary.pml(), y=td.Boundary.pml(), z=td.Boundary.pml()),\n",
" symmetry=[-1,1,0],\n",
")\n",
"\n",
"fig, ax = plt.subplots()\n",
"sim1.plot(x=0, ax=ax,)\n",
"ax.set_aspect('auto')\n",
"plt.show()\n",
"\n",
"fig, ax = plt.subplots()\n",
"sim1.plot(z=h/2, ax=ax, rasterized=True)\n",
"plt.xlim(0,Lx/2)\n",
"plt.ylim(0,Ly/2)\n",
"plt.show()\n",
"#plt.savefig(\"simulation_domain.pdf\", bbox_inches='tight')"
]
},
{
"cell_type": "code",
"execution_count": 545,
"id": "adc3bd49",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"' job = web.Job(simulation=sim_normalization, task_name=\"full_meta_normalization\")\\nestimated_cost = web.estimate_cost(job.task_id) '"
]
},
"execution_count": 545,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\"\"\" job = web.Job(simulation=sim_normalization, task_name=\"full_meta_normalization\")\n",
"estimated_cost = web.estimate_cost(job.task_id) \"\"\""
]
},
{
"cell_type": "code",
"execution_count": 546,
"id": "108c430f",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:52:24 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'full_meta1'</span> with resource_id \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-7465542d-1936-411f-b7c1-70519b2513d7'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:52:24 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'full_meta1'\u001b[0m with resource_id \n",
"\u001b[2;36m \u001b[0m\u001b[32m'fdve-7465542d-1936-411f-b7c1-70519b2513d7'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>View task using web UI at \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-19</span></a>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">36-411f-b7c1-70519b2513d7'</span></a>. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n",
"\u001b[2;36m \u001b[0m\u001b]8;id=8525153;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525154;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525153;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525155;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525153;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[32m-7465542d-19\u001b[0m\u001b]8;;\u001b\\\n",
"\u001b[2;36m \u001b[0m\u001b]8;id=8525153;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[32m36-411f-b7c1-70519b2513d7'\u001b[0m\u001b]8;;\u001b\\. \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/folder-6fa00d15-cb0e-4116-8177-44b5787077db\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=8525157;https://tidy3d.simulation.cloud/folders/folder-6fa00d15-cb0e-4116-8177-44b5787077db\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "047b0e640e974202b091dfff7272b127",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
],
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:52:34 CEST </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4.083</span>. This assumes the FDTD solver \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>runs for the full simulation time; if early shutoff is reached, \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>the billed cost can be lower. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>the billed FlexCredit cost after a simulation run. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:52:34 CEST\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m4.083\u001b[0m. This assumes the FDTD solver \n",
"\u001b[2;36m \u001b[0mruns for the full simulation time; if early shutoff is reached, \n",
"\u001b[2;36m \u001b[0mthe billed cost can be lower. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get \n",
"\u001b[2;36m \u001b[0mthe billed FlexCredit cost after a simulation run. \n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"job = web.Job(simulation=sim1, task_name=\"full_meta1\")\n",
"estimated_cost = web.estimate_cost(job.task_id)"
]
},
{
"cell_type": "code",
"execution_count": 547,
"id": "141d6cc8",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:52:36 CEST </span>status = queued \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:52:36 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>To cancel the simulation, use <span style=\"color: #008000; text-decoration-color: #008000\">'web.abort(task_id)'</span> or \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.delete(task_id)'</span> or abort/delete the task in the web UI. \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>Terminating the Python script will not stop the job running on the\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>cloud. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \n",
"\u001b[2;36m \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI. \n",
"\u001b[2;36m \u001b[0mTerminating the Python script will not stop the job running on the\n",
"\u001b[2;36m \u001b[0mcloud. \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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"model_id": "132ab2481dd14e6e9fd47c022a7f2f55",
"version_major": 2,
"version_minor": 0
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"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:52:47 CEST </span>status = preprocess \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:52:47 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess \n"
]
},
"metadata": {},
"output_type": "display_data"
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{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
],
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:52:52 CEST </span>starting up solver \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:52:52 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>running solver \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mrunning solver \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "3a58261040e6472097c0d15175da1886",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:54:14 CEST </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">21</span>%, exiting. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:54:14 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m21\u001b[0m%, exiting. \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
],
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>status = postprocess \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "b586da25c5044b2ea1890bb7af64634e",
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"version_minor": 0
},
"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:54:18 CEST </span>status = success \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:54:18 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
],
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:54:20 CEST </span>View simulation result at \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-19</span></a>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">36-411f-b7c1-70519b2513d7'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span> \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:54:20 CEST\u001b[0m\u001b[2;36m \u001b[0mView simulation result at \n",
"\u001b[2;36m \u001b[0m\u001b]8;id=8525160;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525161;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525160;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525162;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525160;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[4;34m-7465542d-19\u001b[0m\u001b]8;;\u001b\\\n",
"\u001b[2;36m \u001b[0m\u001b]8;id=8525160;https://tidy3d.simulation.cloud/workbench?taskId=fdve-7465542d-1936-411f-b7c1-70519b2513d7\u001b\\\u001b[4;34m36-411f-b7c1-70519b2513d7'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "9b5f73f2e2e44e8aa9f0957d3f3f1e31",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
],
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:54:22 CEST </span>Loading results from full_meta_results/full_meta1.hdf5 \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:54:22 CEST\u001b[0m\u001b[2;36m \u001b[0mLoading results from full_meta_results/full_meta1.hdf5 \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:54:24 CEST </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Override structures take no effect along x-axis. If </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:54:24 CEST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Override structures take no effect along y-axis. If </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:54:25 CEST </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Warning messages were found in the solver log. For more </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">information, check </span><span style=\"color: #008000; text-decoration-color: #008000\">'SimulationData.log'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.download_log(task_id)'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m14:54:25 CEST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Warning messages were found in the solver log. For more \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31minformation, check \u001b[0m\u001b[32m'SimulationData.log'\u001b[0m\u001b[31m or use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'web.download_log\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m\u001b[31m. \u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#sim_data = job.run(path=\"full_meta_results/full_meta1.hdf5\")"
]
},
{
"cell_type": "code",
"execution_count": 583,
"id": "562a212d",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">16:00:42 CEST </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Override structures take no effect along x-axis. If </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
"</pre>\n"
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"\u001b[2;36m16:00:42 CEST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
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},
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{
"data": {
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"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
"</pre>\n"
],
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"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
"<Figure size 1400x550 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sim_data = SimulationData.from_file(fname=\"full_meta_results/full_meta1.hdf5\")\n",
"proj_fields = sim_data[\"ff_proj_monitor\"].fields_cartesian.Ex.sel(f=freq0, z=projection_distance)\n",
"np.save(\"full_meta_results/full_meta1_proj_fields.npy\", proj_fields)\n",
"fig, ax = plt.subplots(1,2,figsize=(14, 5.5),)\n",
"\n",
"im0 = ax[0].pcolormesh(X_far, Y_far, np.abs(proj_fields), shading='auto', cmap='viridis',rasterized=True)\n",
"ax[0].set_xlabel(\"x (μm)\", fontsize=15,)\n",
"ax[0].set_ylabel(\"y (μm)\", fontsize=15,)\n",
"ax[0].set_title(\"FDTD - Projected Amplitude\", fontsize=15, pad=15)\n",
"ax[0].set_aspect('equal')\n",
"cbar0 = plt.colorbar(im0, ax=ax[0], label=\"Amplitude (a.u.)\")\n",
"cbar0.set_label(\"Amplitude (a.u.)\", fontsize=15)\n",
"cbar0.ax.tick_params(labelsize=15)\n",
"\n",
"im1 = ax[1].pcolormesh(X_far, Y_far, (np.angle(proj_fields)+2*np.pi)%(2*np.pi), shading='auto', cmap='hsv',rasterized=True)\n",
"ax[1].set_title(\"FDTD - Projected Phase\", fontsize=15, pad=15)\n",
"ax[1].set_xlabel(\"x (μm)\", fontsize=15,)\n",
"ax[1].set_ylabel(\"y (μm)\", fontsize=15,)\n",
"ax[1].set_aspect('equal')\n",
"cbar1 = plt.colorbar(im1, ax=ax[1], label=\"Phase (rad)\")\n",
"cbar1.set_label(\"Phase (rad)\", fontsize=15)\n",
"cbar1.ax.tick_params(labelsize=15)\n",
"\n",
"for ax_item in ax:\n",
" ax_item.tick_params(labelsize=15, width=1.5, length=6)\n",
" for spine in ax_item.spines.values():\n",
" spine.set_linewidth(1.5)\n",
"\n",
"plt.savefig(\"full_meta_results/full_meta1_proj_fields.pdf\", bbox_inches='tight', dpi=300)"
]
},
{
"cell_type": "code",
"execution_count": 562,
"id": "61ef41d9",
"metadata": {},
"outputs": [],
"source": [
"source_position_2 = - (h + 0.5 * lda0)\n",
"Nx_far = 201\n",
"Ny_far = 201\n",
"input_field_before_MS2_sim = np.load(\"full_meta_results/full_meta1_proj_fields.npy\").reshape(Nx_far, Ny_far)\n",
"source_Efield_2_sim = input_field_before_MS2_sim\n",
"vacuum_impedance = td.ETA_0\n",
"\n",
"dataset_input_EH_2 = td.FieldDataset(\n",
" Ex = td.ScalarFieldDataArray(\n",
" source_Efield_2_sim[..., None, None],\n",
" coords={\n",
" \"x\": xs_far,\n",
" \"y\": ys_far,\n",
" \"z\": [source_position_2],\n",
" \"f\": [freq0],\n",
" },\n",
" ),\n",
" Hy = td.ScalarFieldDataArray(\n",
" source_Efield_2_sim[..., None, None] / vacuum_impedance,\n",
" coords={\n",
" \"x\": xs_far,\n",
" \"y\": ys_far,\n",
" \"z\": [source_position_2],\n",
" \"f\": [freq0],\n",
" },\n",
" ),\n",
")\n",
"\n",
"custom_src_2 = td.CustomFieldSource(\n",
" source_time = source_time,\n",
" center = (0, 0, source_position_2),\n",
" size = (source_x_size, source_y_size, 0),\n",
" field_dataset = dataset_input_EH_2\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 563,
"id": "8c233cf4",
"metadata": {},
"outputs": [],
"source": [
"projection_distance_output_field = d2\n",
"\n",
"monitor_proj_output_field = td.FieldProjectionCartesianMonitor(\n",
" center=[0, 0, 0.5*lda0],\n",
" size=[td.inf, td.inf, 0],\n",
" freqs=[freq0],\n",
" name=\"ff_proj_monitor_output_field\",\n",
" proj_axis=2,\n",
" proj_distance=projection_distance_output_field,\n",
" x=xs_far,\n",
" y=ys_far,\n",
" custom_origin=(0, 0, 0),\n",
" far_field_approx=False,\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 564,
"id": "0e5b5343",
"metadata": {},
"outputs": [
{
"data": {
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"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Override structures take no effect along y-axis. If </span>\n",
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"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
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"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
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},
"metadata": {},
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{
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sim2 = td.Simulation(\n",
" center=[0, 0, -h/2],\n",
" size=[Lx, Ly, Lz],\n",
" grid_spec=grid_spec_2,\n",
" structures=[substrate_above, pillars_mask_2],\n",
" sources=[custom_src_2],\n",
" monitors=[reflectance_flux_monitor_2, transmittance_flux_monitor_2, monitor_proj_output_field],\n",
" run_time=run_time,\n",
" boundary_spec=td.BoundarySpec(x=td.Boundary.pml(), y=td.Boundary.pml(), z=td.Boundary.pml()),\n",
" symmetry=[-1,1,0],\n",
")\n",
"\n",
"fig, ax = plt.subplots()\n",
"sim2.plot(x=0, ax=ax,)\n",
"ax.set_aspect('auto')\n",
"plt.show()\n",
"\n",
"fig, ax = plt.subplots()\n",
"sim2.plot(z=-h/2, ax=ax, rasterized=True)\n",
"plt.xlim(0,Lx/2)\n",
"plt.ylim(0,Ly/2)\n",
"plt.show()\n",
"#plt.savefig(\"simulation_domain_2.pdf\", bbox_inches='tight')"
]
},
{
"cell_type": "code",
"execution_count": 565,
"id": "3acb05dc",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:13:41 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'full_meta2'</span> with resource_id \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-1fe4349d-8e69-4587-9509-081fda16e748'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:13:41 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'full_meta2'\u001b[0m with resource_id \n",
"\u001b[2;36m \u001b[0m\u001b[32m'fdve-1fe4349d-8e69-4587-9509-081fda16e748'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>View task using web UI at \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e</span></a>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">69-4587-9509-081fda16e748'</span></a>. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \n",
"\u001b[2;36m \u001b[0m\u001b]8;id=8525166;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525167;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525166;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525168;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525166;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[32m-1fe4349d-8e\u001b[0m\u001b]8;;\u001b\\\n",
"\u001b[2;36m \u001b[0m\u001b]8;id=8525166;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[32m69-4587-9509-081fda16e748'\u001b[0m\u001b]8;;\u001b\\. \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/folder-6fa00d15-cb0e-4116-8177-44b5787077db\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=8525170;https://tidy3d.simulation.cloud/folders/folder-6fa00d15-cb0e-4116-8177-44b5787077db\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\. \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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"model_id": "251133db7aa249cb9696043fb7fd6d0f",
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"version_minor": 0
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"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
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{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
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},
"metadata": {},
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{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:13:51 CEST </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4.083</span>. This assumes the FDTD solver \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>runs for the full simulation time; if early shutoff is reached, \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>the billed cost can be lower. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>the billed FlexCredit cost after a simulation run. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:13:51 CEST\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m4.083\u001b[0m. This assumes the FDTD solver \n",
"\u001b[2;36m \u001b[0mruns for the full simulation time; if early shutoff is reached, \n",
"\u001b[2;36m \u001b[0mthe billed cost can be lower. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get \n",
"\u001b[2;36m \u001b[0mthe billed FlexCredit cost after a simulation run. \n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"job = web.Job(simulation=sim2, task_name=\"full_meta2\")\n",
"estimated_cost = web.estimate_cost(job.task_id)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "60a75cef",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:14:17 CEST </span>status = queued \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:14:17 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>To cancel the simulation, use <span style=\"color: #008000; text-decoration-color: #008000\">'web.abort(task_id)'</span> or \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.delete(task_id)'</span> or abort/delete the task in the web UI. \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>Terminating the Python script will not stop the job running on the\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>cloud. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or \n",
"\u001b[2;36m \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI. \n",
"\u001b[2;36m \u001b[0mTerminating the Python script will not stop the job running on the\n",
"\u001b[2;36m \u001b[0mcloud. \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "803b58af96714723826ee70d0eff651e",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:14:26 CEST </span>status = preprocess \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:14:26 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess \n"
]
},
"metadata": {},
"output_type": "display_data"
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{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
],
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:14:34 CEST </span>starting up solver \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:14:34 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>running solver \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mrunning solver \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "3c45d9ce0c6a40a3a0cb37821f47ccb5",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:15:57 CEST </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">21</span>%, exiting. \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:15:57 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m21\u001b[0m%, exiting. \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
],
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},
"metadata": {},
"output_type": "display_data"
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{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:15:58 CEST </span>status = success \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:15:58 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success \n"
]
},
"metadata": {},
"output_type": "display_data"
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{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
],
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span>View simulation result at \n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e</span></a>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">69-4587-9509-081fda16e748'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span> \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0mView simulation result at \n",
"\u001b[2;36m \u001b[0m\u001b]8;id=8525173;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525174;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525173;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525175;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=8525173;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[4;34m-1fe4349d-8e\u001b[0m\u001b]8;;\u001b\\\n",
"\u001b[2;36m \u001b[0m\u001b]8;id=8525173;https://tidy3d.simulation.cloud/workbench?taskId=fdve-1fe4349d-8e69-4587-9509-081fda16e748\u001b\\\u001b[4;34m69-4587-9509-081fda16e748'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "b2be6ee6fa574f8cbb7233ecce51982f",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Output()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
],
"text/plain": []
},
"metadata": {},
"output_type": "display_data"
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{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:16:00 CEST </span>Loading results from full_meta_results/full_meta2.hdf5 \n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:16:00 CEST\u001b[0m\u001b[2;36m \u001b[0mLoading results from full_meta_results/full_meta2.hdf5 \n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:16:03 CEST </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Override structures take no effect along x-axis. If </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:16:03 CEST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Override structures take no effect along y-axis. If </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Warning messages were found in the solver log. For more </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">information, check </span><span style=\"color: #008000; text-decoration-color: #008000\">'SimulationData.log'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.download_log(task_id)'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Warning messages were found in the solver log. For more \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31minformation, check \u001b[0m\u001b[32m'SimulationData.log'\u001b[0m\u001b[31m or use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'web.download_log\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m\u001b[31m. \u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#sim_data_2 = job.run(path=\"full_meta_results/full_meta2.hdf5\")"
]
},
{
"cell_type": "code",
"execution_count": 582,
"id": "a6e28071",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:59:49 CEST </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Override structures take no effect along x-axis. If </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:59:49 CEST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along x-axis. If \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">15:59:50 CEST </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Override structures take no effect along y-axis. If </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #800000; text-decoration-color: #800000\">intending to apply override structures to this axis, use </span>\n",
"<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\"> </span><span style=\"color: #008000; text-decoration-color: #008000\">'AutoGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or </span><span style=\"color: #008000; text-decoration-color: #008000\">'QuasiUniformGrid'</span><span style=\"color: #800000; text-decoration-color: #800000\">. </span>\n",
"</pre>\n"
],
"text/plain": [
"\u001b[2;36m15:59:50 CEST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Override structures take no effect along y-axis. If \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[31mintending to apply override structures to this axis, use \u001b[0m\n",
"\u001b[2;36m \u001b[0m\u001b[32m'AutoGrid'\u001b[0m\u001b[31m or \u001b[0m\u001b[32m'QuasiUniformGrid'\u001b[0m\u001b[31m. \u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
"<Figure size 1400x550 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sim_data_2 = SimulationData.from_file(fname=\"full_meta_results/full_meta2.hdf5\")\n",
"proj_fields_2 = sim_data_2[\"ff_proj_monitor_output_field\"].fields_cartesian.Ex.sel(f=freq0, z=projection_distance_output_field)\n",
"np.save(\"full_meta_results/full_meta2_proj_fields.npy\", proj_fields_2)\n",
"fig, ax = plt.subplots(1,2,figsize=(14, 5.5),)\n",
"\n",
"im0 = ax[0].pcolormesh(X_far, Y_far, np.abs(proj_fields_2), shading='auto', cmap='viridis',rasterized=True)\n",
"ax[0].set_xlabel(\"x (μm)\", fontsize=15,)\n",
"ax[0].set_ylabel(\"y (μm)\", fontsize=15,)\n",
"ax[0].set_title(\"FDTD - Projected Amplitude\", fontsize=15, pad=15)\n",
"ax[0].set_aspect('equal')\n",
"cbar0 = plt.colorbar(im0, ax=ax[0], label=\"Amplitude (a.u.)\")\n",
"cbar0.set_label(\"Amplitude (a.u.)\", fontsize=15)\n",
"cbar0.ax.tick_params(labelsize=15)\n",
"\n",
"im1 = ax[1].pcolormesh(X_far, Y_far, (np.angle(proj_fields_2)+2*np.pi)%(2*np.pi), shading='auto', cmap='hsv',rasterized=True)\n",
"ax[1].set_title(\"FDTD - Projected Phase\", fontsize=15, pad=15)\n",
"ax[1].set_xlabel(\"x (μm)\", fontsize=15,)\n",
"ax[1].set_ylabel(\"y (μm)\", fontsize=15,)\n",
"ax[1].set_aspect('equal')\n",
"cbar1 = plt.colorbar(im1, ax=ax[1], label=\"Phase (rad)\")\n",
"cbar1.set_label(\"Phase (rad)\", fontsize=15)\n",
"cbar1.ax.tick_params(labelsize=15)\n",
"\n",
"for ax_item in ax:\n",
" ax_item.tick_params(labelsize=15, width=1.5, length=6)\n",
" for spine in ax_item.spines.values():\n",
" spine.set_linewidth(1.5)\n",
"\n",
"#save the figure to a PDF file\n",
"plt.savefig(\"full_meta_results/full_meta2_proj_fields.pdf\", bbox_inches='tight', dpi=300)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "58c9ddab",
"metadata": {},
"outputs": [],
"source": [
"#import ASM fields\n",
"asm_output_field = np.load(\"../results_sym/optimized_output_field.npy\")\n",
"output_fiber_core_diameter = 19\n",
"#make a 1D slice to compare phase of projected and intermediate ASM fields\n",
"#phase\n",
"projected_field_MS2_slice_x = proj_fields_2.x\n",
"projected_field_MS2_slice_xCut = proj_fields_2[X_far.shape[0]//2, :]\n",
"projected_field_MS2_slice_y = proj_fields_2.y\n",
"projected_field_MS2_slice_yCut = proj_fields_2[:,Y_far.shape[0]//2]\n",
"\n",
"asm_output_field_slice_xCut = asm_output_field[X.shape[0]//2,:]\n",
"asm_output_field_slice_x = X[X.shape[0]//2,:]\n",
"asm_output_field_slice_yCut = asm_output_field[:,Y.shape[0]//2]\n",
"asm_output_field_slice_y = Y[:,Y.shape[0]//2]\n",
"\n",
"fig, ax = plt.subplots(1, 2, figsize=(14, 5.5))\n",
"ax[0].plot(projected_field_MS2_slice_x, (np.angle(projected_field_MS2_slice_xCut)+2*np.pi)%(2*np.pi),\n",
" 'r', label=\"FDTD\", linewidth=2.5, marker='o', markersize=3,)\n",
"ax[0].plot(asm_output_field_slice_x, (np.angle(asm_output_field_slice_xCut)+2*np.pi)%(2*np.pi),\n",
" '--b', label=\"ASM\", linewidth=2.5, marker='s', markersize=3,)\n",
"ax[0].set_xlabel(\"x (μm)\", fontsize=15,)\n",
"ax[0].set_ylabel(\"Phase (rad)\", fontsize=15,)\n",
"ax[0].set_xlim([-output_fiber_core_diameter, output_fiber_core_diameter])\n",
"ax[0].tick_params(labelsize=15)\n",
"ax[0].legend(fontsize=15, loc='best', framealpha=0.95)\n",
"\n",
"\n",
"ax[1].plot(projected_field_MS2_slice_y, (np.angle(projected_field_MS2_slice_yCut)+2*np.pi)%(2*np.pi),\n",
" 'r', label=\"FDTD\", linewidth=2.5, marker='o', markersize=3,)\n",
"ax[1].plot(asm_output_field_slice_y, (np.angle(asm_output_field_slice_yCut)+2*np.pi)%(2*np.pi),\n",
" '--b', label=\"ASM\", linewidth=2.5, marker='s', markersize=3,)\n",
"ax[1].set_xlabel(\"y (μm)\", fontsize=15,)\n",
"ax[1].set_ylabel(\"Phase (rad)\", fontsize=15,)\n",
"ax[1].set_xlim([-output_fiber_core_diameter, output_fiber_core_diameter])\n",
"ax[1].tick_params(labelsize=15)\n",
"ax[1].legend(fontsize=15, loc='best', framealpha=0.95)\n",
"\n",
"\n",
"for ax_item in ax:\n",
" for spine in ax_item.spines.values():\n",
" spine.set_linewidth(1.5)\n",
"\n",
"plt.tight_layout()\n",
"#plt.show()\n",
"plt.savefig(\"full_meta_results/fdtd_vs_asm_output_field_phase.pdf\")\n",
"plt.close()\n",
"\n",
"#relative phase difference between x and y spatial slices for both FDTD and ASM fields\n",
"fig, ax = plt.subplots(figsize=(7, 5.5))\n",
"fdtd_phase_diff = np.abs((np.angle(projected_field_MS2_slice_xCut)+2*np.pi)%(2*np.pi) - (np.angle(projected_field_MS2_slice_yCut)+2*np.pi)%(2*np.pi))\n",
"asm_phase_diff = np.abs((np.angle(asm_output_field_slice_xCut)+2*np.pi)%(2*np.pi) - (np.angle(asm_output_field_slice_yCut)+2*np.pi)%(2*np.pi))\n",
"ax.plot(projected_field_MS2_slice_x, fdtd_phase_diff,\n",
" 'r', label=\"FDTD\", linewidth=2.5, marker='o', markersize=3,)\n",
"ax.plot(asm_output_field_slice_x, asm_phase_diff,\n",
" '--b', label=\"ASM\", linewidth=2.5, marker='s', markersize=3,)\n",
"ax.set_xlabel(\"x (μm)\", fontsize=15,)\n",
"ax.set_ylabel(\"Phase Difference (rad)\", fontsize=15,)\n",
"ax.set_xlim([-output_fiber_core_diameter, output_fiber_core_diameter])\n",
"ax.tick_params(labelsize=15)\n",
"ax.legend(fontsize=15, loc='best', framealpha=0.95)\n",
"plt.tight_layout()\n",
"#plt.show()\n",
"plt.savefig(\"full_meta_results/differential_output_field_phase.pdf\")\n",
"plt.close()\n",
"\n",
"#amplitudes\n",
"normalized_projected_field_MS2_xCut = np.abs(projected_field_MS2_slice_xCut) / np.max(np.abs(projected_field_MS2_slice_xCut))\n",
"normalized_asm_output_field_xCut = np.abs(asm_output_field_slice_xCut) / np.max(np.abs(asm_output_field_slice_xCut))\n",
"normalized_projected_field_MS2_yCut = np.abs(projected_field_MS2_slice_yCut) / np.max(np.abs(projected_field_MS2_slice_yCut))\n",
"normalized_asm_output_field_yCut = np.abs(asm_output_field_slice_yCut) / np.max(np.abs(asm_output_field_slice_yCut))\n",
"\n",
"fig, ax = plt.subplots(1, 2, figsize=(14, 5.5))\n",
"ax[0].plot(projected_field_MS2_slice_x, normalized_projected_field_MS2_xCut,\n",
" 'r', label=\"FDTD\", linewidth=2.5, marker='o', markersize=3,)\n",
"ax[0].plot(asm_output_field_slice_x, normalized_asm_output_field_xCut,\n",
" '-.b', label=\"ASM\", linewidth=2.5, marker='s', markersize=3,)\n",
"ax[0].set_xlabel(\"x (μm)\", fontsize=15,)\n",
"ax[0].set_ylabel(\"Normalized Amplitude\", fontsize=15,)\n",
"ax[0].set_xlim([-output_fiber_core_diameter, output_fiber_core_diameter])\n",
"ax[0].tick_params(labelsize=15)\n",
"ax[0].legend(fontsize=15, loc='best', framealpha=0.95)\n",
"\n",
"\n",
"ax[1].plot(projected_field_MS2_slice_y, normalized_projected_field_MS2_yCut,\n",
" 'r', label=\"FDTD\", linewidth=2.5, marker='o', markersize=3,)\n",
"ax[1].plot(asm_output_field_slice_y, normalized_asm_output_field_yCut,\n",
" '-.b', label=\"ASM\", linewidth=2.5, marker='s', markersize=3,)\n",
"ax[1].set_xlabel(\"y (μm)\", fontsize=15,)\n",
"ax[1].set_ylabel(\"Normalized Amplitude\", fontsize=15,)\n",
"ax[1].set_xlim([-output_fiber_core_diameter, output_fiber_core_diameter])\n",
"ax[1].tick_params(labelsize=15)\n",
"ax[1].legend(fontsize=15, loc='best', framealpha=0.95)\n",
"\n",
"\n",
"for ax_item in ax:\n",
" for spine in ax_item.spines.values():\n",
" spine.set_linewidth(1.5)\n",
"\n",
"plt.tight_layout()\n",
"#plt.show()\n",
"plt.savefig(\"full_meta_results/fdtd_vs_asm_output_field_normalized_amplitude.pdf\")\n",
"plt.close()"
]
}
],
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