{
"cells": [
{
"cell_type": "markdown",
"id": "2231feef",
"metadata": {},
"source": [
"# Compact inverse-designed grating coupler\n",
"\n",
"This notebook reconstructs the official Tidy3D\n",
"`Autograd6GratingCoupler.ipynb` problem with FDTDX. It retains\n",
"the 3D silicon/BOX stack, 10° tilted Gaussian beam, electric\n",
"y symmetry, exact 216×108 half-domain controls at 20 nm,\n",
"random Gaussian-smoothed cold start, double constant-padded\n",
"80 nm conic filter, erosion/dilation penalty, and Adam/β\n",
"continuation.\n",
"\n",
"The result is intentionally shown as a failed parity audit.\n",
"The final design is fully binary and trustworthy as a forward\n",
"simulation, but it does not match the published optimizer\n",
"performance. Every geometry, field, spectrum, and comparison\n",
"below is generated from the recorded FDTDX artifact or a fresh\n",
"forward solve—not from an illustrative schematic alone."
]
},
{
"cell_type": "markdown",
"id": "5de1e712",
"metadata": {},
"source": [
"## Imports, accelerator, and benchmark record"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "9dc50ec4",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:04.184372Z",
"iopub.status.busy": "2026-08-18T03:08:04.183817Z",
"iopub.status.idle": "2026-08-18T03:08:06.449125Z",
"shell.execute_reply": "2026-08-18T03:08:06.448674Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"JAX devices: [CudaDevice(id=0)]\n",
"Scientific result: FAIL\n"
]
}
],
"source": [
"import os\n",
"os.environ.setdefault(\"XLA_PYTHON_CLIENT_PREALLOCATE\", \"false\")\n",
"\n",
"import json\n",
"from pathlib import Path\n",
"from time import perf_counter\n",
"import warnings\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib.patches import FancyArrowPatch, Rectangle\n",
"import numpy as np\n",
"import pandas as pd\n",
"import jax\n",
"import jax.numpy as jnp\n",
"import yaml\n",
"import fdtdx\n",
"from IPython import get_ipython\n",
"\n",
"from benchmarks.invdes_grating_coupler_runner import (\n",
" BETA_MAX, BORDER_BUFFER_UM, BOX_BOTTOM_Z_UM, BOX_THICKNESS_UM,\n",
" CONTROL_SPACING_UM, DESIGN_CENTER_X_UM, DESIGN_SIZE_UM,\n",
" DOMAIN_SIZE_UM, EPS_AIR, EPS_SILICA, EPS_SILICON,\n",
" FDTD_DL_UM, FDTD_DZ_UM, FIBER_TILT_DEG, GRATING_LENGTH_UM,\n",
" GRATING_WIDTH_UM, LEARNING_RATE, MIN_FEATURE_UM,\n",
" PARAMETER_SHAPE, PUBLISHED_ITERATIONS, RUN_TIME_S,\n",
" SLAB_BOTTOM_Z_UM, SLAB_CENTER_Z_UM, SLAB_TOP_Z_UM,\n",
" SOURCE_Z_UM, SPOT_SIZE_UM, WAVELENGTH0_UM, WAVELENGTHS_UM,\n",
" fabrication_penalty, hard_binary_design, initial_parameters,\n",
" optimize_grating_coupler, pre_process, simulate_grating_coupler,\n",
")\n",
"\n",
"get_ipython().run_line_magic(\"matplotlib\", \"inline\")\n",
"warnings.filterwarnings(\"ignore\", category=FutureWarning, module=r\"tidy3d\\.components\\.mode\")\n",
"warnings.filterwarnings(\"ignore\", message=r\"GaussianModeOverlapDetector.*truncates\")\n",
"plt.rcParams.update({\"figure.figsize\": (10, 4.8), \"figure.dpi\": 120})\n",
"meta = yaml.safe_load(Path(\"benchmarks/cases/invdes_grating_coupler/case.yaml\").read_text())\n",
"result = json.loads(Path(\"progress.json\").read_text())[\"cases\"][\"invdes_grating_coupler\"]\n",
"print(f\"JAX devices: {jax.devices()}\")\n",
"print(\"Scientific result:\", result[\"status\"].upper())"
]
},
{
"cell_type": "markdown",
"id": "de6c70a0",
"metadata": {},
"source": [
"## 1. Published physical, fabrication, and optimizer parameters"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "19161273",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:06.450173Z",
"iopub.status.busy": "2026-08-18T03:08:06.449995Z",
"iopub.status.idle": "2026-08-18T03:08:06.455717Z",
"shell.execute_reply": "2026-08-18T03:08:06.455467Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" value | \n",
"
\n",
" \n",
" \n",
" \n",
" | wavelength_um | \n",
" 1.55 | \n",
"
\n",
" \n",
" | spectrum_um | \n",
" (1.52, 1.58, 61) | \n",
"
\n",
" \n",
" | domain_um | \n",
" (6.25, 6.18, 3.6799999999999997) | \n",
"
\n",
" \n",
" | grating_region_um | \n",
" (4.0, 4.0, 0.22) | \n",
"
\n",
" \n",
" | optimizer_controls_half_domain | \n",
" (216, 108) | \n",
"
\n",
" \n",
" | control_pitch_um | \n",
" 0.02 | \n",
"
\n",
" \n",
" | minimum_feature_radius_um | \n",
" 0.08 | \n",
"
\n",
" \n",
" | border_buffer_um | \n",
" 0.16 | \n",
"
\n",
" \n",
" | silicon_epsilon | \n",
" 12.1104 | \n",
"
\n",
" \n",
" | silica_epsilon | \n",
" 2.0736 | \n",
"
\n",
" \n",
" | Gaussian_spot_diameter_um | \n",
" 2.5 | \n",
"
\n",
" \n",
" | fiber_tilt_deg | \n",
" 10.0 | \n",
"
\n",
" \n",
" | field_symmetry | \n",
" (0, -1, 0) | \n",
"
\n",
" \n",
" | published_updates | \n",
" 75 | \n",
"
\n",
" \n",
" | allowed_updates | \n",
" 150 | \n",
"
\n",
" \n",
" | Adam_learning_rate | \n",
" 0.2 | \n",
"
\n",
" \n",
" | beta_schedule | \n",
" (1.0, 30.0) | \n",
"
\n",
" \n",
" | FDTD_dx_dy_um | \n",
" 0.05 | \n",
"
\n",
" \n",
" | FDTD_dz_max_um | \n",
" 0.04 | \n",
"
\n",
" \n",
" | automatic_window_fs | \n",
" 688.709462 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" value\n",
"wavelength_um 1.55\n",
"spectrum_um (1.52, 1.58, 61)\n",
"domain_um (6.25, 6.18, 3.6799999999999997)\n",
"grating_region_um (4.0, 4.0, 0.22)\n",
"optimizer_controls_half_domain (216, 108)\n",
"control_pitch_um 0.02\n",
"minimum_feature_radius_um 0.08\n",
"border_buffer_um 0.16\n",
"silicon_epsilon 12.1104\n",
"silica_epsilon 2.0736\n",
"Gaussian_spot_diameter_um 2.5\n",
"fiber_tilt_deg 10.0\n",
"field_symmetry (0, -1, 0)\n",
"published_updates 75\n",
"allowed_updates 150\n",
"Adam_learning_rate 0.2\n",
"beta_schedule (1.0, 30.0)\n",
"FDTD_dx_dy_um 0.05\n",
"FDTD_dz_max_um 0.04\n",
"automatic_window_fs 688.709462"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pd.Series({\n",
" \"wavelength_um\": WAVELENGTH0_UM,\n",
" \"spectrum_um\": (WAVELENGTHS_UM[0], WAVELENGTHS_UM[-1], len(WAVELENGTHS_UM)),\n",
" \"domain_um\": DOMAIN_SIZE_UM,\n",
" \"grating_region_um\": (GRATING_LENGTH_UM, GRATING_WIDTH_UM, DESIGN_SIZE_UM[2]),\n",
" \"optimizer_controls_half_domain\": PARAMETER_SHAPE,\n",
" \"control_pitch_um\": CONTROL_SPACING_UM,\n",
" \"minimum_feature_radius_um\": MIN_FEATURE_UM,\n",
" \"border_buffer_um\": BORDER_BUFFER_UM,\n",
" \"silicon_epsilon\": EPS_SILICON,\n",
" \"silica_epsilon\": EPS_SILICA,\n",
" \"Gaussian_spot_diameter_um\": SPOT_SIZE_UM,\n",
" \"fiber_tilt_deg\": FIBER_TILT_DEG,\n",
" \"field_symmetry\": (0, -1, 0),\n",
" \"published_updates\": PUBLISHED_ITERATIONS,\n",
" \"allowed_updates\": meta[\"invdes\"][\"max_iterations\"],\n",
" \"Adam_learning_rate\": LEARNING_RATE,\n",
" \"beta_schedule\": (1.0, BETA_MAX),\n",
" \"FDTD_dx_dy_um\": FDTD_DL_UM,\n",
" \"FDTD_dz_max_um\": FDTD_DZ_UM,\n",
" \"automatic_window_fs\": RUN_TIME_S / 1e-15,\n",
"}, name=\"value\").to_frame()"
]
},
{
"cell_type": "markdown",
"id": "1156094f",
"metadata": {},
"source": [
"## 2. Random cold start and exact double-filter transform\n",
"\n",
"The upstream notebook calls `uniform`, applies a one-dimensional\n",
"Gaussian filter to the flattened vector, then reshapes it. We\n",
"use seed 0 only to make that same random distribution\n",
"reproducible. No optimized pixels or analytic grating seed are\n",
"supplied. The forced silicon strip at the left interface is\n",
"the notebook's only material mask."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "e43a6f4c",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:06.456708Z",
"iopub.status.busy": "2026-08-18T03:08:06.456618Z",
"iopub.status.idle": "2026-08-18T03:08:07.605332Z",
"shell.execute_reply": "2026-08-18T03:08:07.605041Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Initial morphology penalty: 0.999455\n"
]
}
],
"source": [
"parameters0 = initial_parameters(seed=0)\n",
"processed0 = np.asarray(pre_process(parameters0, beta=1.0))\n",
"initial_binary = np.asarray(hard_binary_design(parameters0))\n",
"x_extent = (DESIGN_CENTER_X_UM - DESIGN_SIZE_UM[0] / 2,\n",
" DESIGN_CENTER_X_UM + DESIGN_SIZE_UM[0] / 2)\n",
"y_half_extent = (0, DESIGN_SIZE_UM[1] / 2)\n",
"\n",
"fig, axes = plt.subplots(1, 3, figsize=(15, 4.3), sharex=True, sharey=True)\n",
"for ax, data, title in zip(\n",
" axes,\n",
" (parameters0, processed0, initial_binary),\n",
" (\"random smoothed controls\", \"double filter, β=1\", \"fixed-threshold β=30\"),\n",
" strict=True,\n",
"):\n",
" image = ax.imshow(data.T, origin=\"lower\", extent=(*x_extent, *y_half_extent),\n",
" cmap=\"viridis\", vmin=0, vmax=1, aspect=\"equal\")\n",
" ax.set(xlabel=\"x (µm)\", title=title)\n",
"axes[0].set_ylabel(\"retained y (µm)\")\n",
"fig.colorbar(image, ax=axes, label=\"silicon density\", shrink=.78)\n",
"plt.show()\n",
"print(f\"Initial morphology penalty: {float(fabrication_penalty(parameters0, 1.0)):.6f}\")"
]
},
{
"cell_type": "markdown",
"id": "1d2db65b",
"metadata": {},
"source": [
"## 3. Exact 3D stack, source, output port, and PML spacing"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "5ca3bd57",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:07.606400Z",
"iopub.status.busy": "2026-08-18T03:08:07.606272Z",
"iopub.status.idle": "2026-08-18T03:08:07.763890Z",
"shell.execute_reply": "2026-08-18T03:08:07.763472Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(1, 2, figsize=(14, 5.2))\n",
"ax = axes[0]\n",
"ax.add_patch(Rectangle((x_extent[0], -DESIGN_SIZE_UM[1] / 2), DESIGN_SIZE_UM[0], DESIGN_SIZE_UM[1],\n",
" facecolor=\"#55c2b5\", alpha=.42, label=\"inverse-design silicon/air\"))\n",
"guide_end = -DOMAIN_SIZE_UM[0] / 2 + 1.0\n",
"ax.add_patch(Rectangle((-DOMAIN_SIZE_UM[0] / 2, -.25), 1.0, .5,\n",
" facecolor=\"#087d83\", label=\"500 nm Si output guide\"))\n",
"ax.axvspan(-DOMAIN_SIZE_UM[0] / 2, -DOMAIN_SIZE_UM[0] / 2 + .6, color=\"#8221a8\", alpha=.14)\n",
"ax.axvspan(DOMAIN_SIZE_UM[0] / 2 - .6, DOMAIN_SIZE_UM[0] / 2, color=\"#8221a8\", alpha=.14)\n",
"ax.set(xlim=(-DOMAIN_SIZE_UM[0]/2, DOMAIN_SIZE_UM[0]/2),\n",
" ylim=(-DOMAIN_SIZE_UM[1]/2, DOMAIN_SIZE_UM[1]/2), aspect=\"equal\",\n",
" xlabel=\"x (µm)\", ylabel=\"y (µm)\", title=\"Top view: exact physical extents\")\n",
"ax.legend(loc=\"upper right\")\n",
"\n",
"ax = axes[1]\n",
"zmin, zmax = -DOMAIN_SIZE_UM[2]/2, DOMAIN_SIZE_UM[2]/2\n",
"ax.add_patch(Rectangle((-DOMAIN_SIZE_UM[0]/2, zmin), DOMAIN_SIZE_UM[0], BOX_BOTTOM_Z_UM-zmin,\n",
" color=\"#087d83\", alpha=.7, label=\"Si substrate\"))\n",
"ax.add_patch(Rectangle((-DOMAIN_SIZE_UM[0]/2, BOX_BOTTOM_Z_UM), DOMAIN_SIZE_UM[0], BOX_THICKNESS_UM,\n",
" color=\"#d6ecf5\", alpha=.8, label=\"1.6 µm SiO₂ BOX\"))\n",
"ax.add_patch(Rectangle((x_extent[0], SLAB_BOTTOM_Z_UM), DESIGN_SIZE_UM[0], DESIGN_SIZE_UM[2],\n",
" color=\"#55c2b5\", alpha=.8, label=\"220 nm design layer\"))\n",
"ax.add_patch(FancyArrowPatch((DESIGN_CENTER_X_UM + .75, SOURCE_Z_UM + .62),\n",
" (DESIGN_CENTER_X_UM - .15, SOURCE_Z_UM - .04),\n",
" arrowstyle=\"-|>\", mutation_scale=16, color=\"#d56b2d\", lw=2,\n",
" label=\"10° Gaussian beam\"))\n",
"ax.axhline(SOURCE_Z_UM, color=\"#d56b2d\", ls=\":\", lw=1)\n",
"ax.set(xlim=(-DOMAIN_SIZE_UM[0]/2, DOMAIN_SIZE_UM[0]/2), ylim=(zmin, zmax),\n",
" xlabel=\"x (µm)\", ylabel=\"z relative to simulation center (µm)\",\n",
" title=\"Vertical stack and downward tilted source\")\n",
"ax.legend(loc=\"lower right\")\n",
"plt.tight_layout(); plt.show()"
]
},
{
"cell_type": "markdown",
"id": "47a2658e",
"metadata": {},
"source": [
"## 4. Differentiable FDTD optimization\n",
"\n",
"Set `RUN_FULL_OPTIMIZATION=True` to repeat the complete cold\n",
"150-update run. The retained notebook defaults to the benchmark\n",
"record because that run takes about half an hour on the local\n",
"RTX 3080. It never loads an optimizer checkpoint. Binary\n",
"checkpoints at updates 75 and 150 are each scored by fresh\n",
"broadband forward solves."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "1d6f628c",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:07.764858Z",
"iopub.status.busy": "2026-08-18T03:08:07.764764Z",
"iopub.status.idle": "2026-08-18T03:08:07.770608Z",
"shell.execute_reply": "2026-08-18T03:08:07.770298Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" name | \n",
" compare | \n",
" got | \n",
" ref | \n",
" pass | \n",
" error | \n",
" atol | \n",
" rtol | \n",
" max_got | \n",
" max_ref | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" best_fom_parity | \n",
" fom_ge | \n",
" 0.577275 | \n",
" 0.630556 | \n",
" False | \n",
" 0.053281 | \n",
" 0.0 | \n",
" 0.0 | \n",
" NaN | \n",
" NaN | \n",
"
\n",
" \n",
" | 1 | \n",
" optimizer_improvement | \n",
" fom_ge | \n",
" 0.572028 | \n",
" 0.000100 | \n",
" True | \n",
" -0.571928 | \n",
" 0.0 | \n",
" 0.0 | \n",
" NaN | \n",
" NaN | \n",
"
\n",
" \n",
" | 2 | \n",
" passivity_peak_coupling | \n",
" upper_bound | \n",
" NaN | \n",
" NaN | \n",
" True | \n",
" 0.000000 | \n",
" 0.0 | \n",
" 0.0 | \n",
" 0.577275 | \n",
" 1.05 | \n",
"
\n",
" \n",
" | 3 | \n",
" source_normalization_drift | \n",
" upper_bound | \n",
" NaN | \n",
" NaN | \n",
" True | \n",
" 0.000000 | \n",
" 0.0 | \n",
" 0.0 | \n",
" 0.016601 | \n",
" 0.10 | \n",
"
\n",
" \n",
" | 4 | \n",
" final_binary_fraction | \n",
" fom_ge | \n",
" 1.000000 | \n",
" 1.000000 | \n",
" True | \n",
" 0.000000 | \n",
" 0.0 | \n",
" 0.0 | \n",
" NaN | \n",
" NaN | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" name compare got ref pass \\\n",
"0 best_fom_parity fom_ge 0.577275 0.630556 False \n",
"1 optimizer_improvement fom_ge 0.572028 0.000100 True \n",
"2 passivity_peak_coupling upper_bound NaN NaN True \n",
"3 source_normalization_drift upper_bound NaN NaN True \n",
"4 final_binary_fraction fom_ge 1.000000 1.000000 True \n",
"\n",
" error atol rtol max_got max_ref \n",
"0 0.053281 0.0 0.0 NaN NaN \n",
"1 -0.571928 0.0 0.0 NaN NaN \n",
"2 0.000000 0.0 0.0 0.577275 1.05 \n",
"3 0.000000 0.0 0.0 0.016601 0.10 \n",
"4 0.000000 0.0 0.0 NaN NaN "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"RUN_FULL_OPTIMIZATION = False\n",
"if RUN_FULL_OPTIMIZATION:\n",
" result = optimize_grating_coupler(meta)\n",
"assert result[\"status\"] in {\"pass\", \"fail\"}, result\n",
"display(pd.DataFrame(result[\"metrics\"]))"
]
},
{
"cell_type": "markdown",
"id": "5ae6878e",
"metadata": {},
"source": [
"## 5. Convergence, fabrication penalty, and binary checkpoints"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "b1a5f66e",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:07.771493Z",
"iopub.status.busy": "2026-08-18T03:08:07.771412Z",
"iopub.status.idle": "2026-08-18T03:08:07.940506Z",
"shell.execute_reply": "2026-08-18T03:08:07.939982Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"extras = result[\"extras\"]\n",
"physical = np.asarray(extras[\"fom_history\"])\n",
"constrained = np.asarray(extras[\"constrained_history\"])\n",
"penalty = np.asarray(extras[\"penalty_history\"])\n",
"golden = np.load(\"benchmarks/goldens/invdes_grating_coupler.npz\", allow_pickle=True)\n",
"\n",
"fig, axes = plt.subplots(1, 2, figsize=(13, 4.7))\n",
"axes[0].plot(physical, color=\"#087d83\", label=\"FDTDX physical center coupling\")\n",
"axes[0].plot(constrained, color=\"#55c2b5\", alpha=.8, label=\"coupling − morphology penalty\")\n",
"axes[0].plot(np.asarray(golden[\"raw_objective_history\"]), \"--\", color=\"#8221a8\",\n",
" label=\"executed Tidy3D objective\")\n",
"axes[0].scatter(extras[\"checkpoint_iterations\"], extras[\"checkpoint_binary_foms\"],\n",
" marker=\"s\", color=\"#d56b2d\", zorder=4, label=\"fresh hard-binary checkpoints\")\n",
"axes[0].axhline(extras[\"threshold\"], color=\"#d29b00\", ls=\":\", label=\"95% gate\")\n",
"axes[0].set(xlabel=\"objective evaluation\", ylabel=\"figure of merit\", title=\"Cold-start convergence\")\n",
"axes[0].legend(fontsize=8); axes[0].grid(alpha=.25)\n",
"\n",
"axes[1].plot(penalty, color=\"#8221a8\", label=\"erosion/dilation penalty\")\n",
"axes[1].plot(np.asarray(extras[\"source_power_history\"]) / extras[\"source_power_history\"][0] - 1,\n",
" color=\"#087d83\", label=\"source-loading change\")\n",
"axes[1].set(xlabel=\"objective evaluation\", ylabel=\"diagnostic\", title=\"Fabrication and normalization\")\n",
"axes[1].legend(); axes[1].grid(alpha=.25)\n",
"plt.tight_layout(); plt.show()"
]
},
{
"cell_type": "markdown",
"id": "273d04d4",
"metadata": {},
"source": [
"## 6. Final controls, processed density, and fully binary device"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "8fb85ec3",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:07.941622Z",
"iopub.status.busy": "2026-08-18T03:08:07.941513Z",
"iopub.status.idle": "2026-08-18T03:08:08.109003Z",
"shell.execute_reply": "2026-08-18T03:08:08.108635Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Unique final material values: [0. 1.]\n",
"Binary fraction: 1.0\n"
]
}
],
"source": [
"artifact = np.load(extras[\"best_design_artifact\"], allow_pickle=True)\n",
"controls = np.asarray(artifact[\"selected_checkpoint_parameters\"])\n",
"processed = np.asarray(artifact[\"processed_density\"])\n",
"binary_half = np.asarray(artifact[\"binary_density\"])\n",
"binary_full = np.concatenate((np.fliplr(binary_half), binary_half), axis=1)\n",
"full_extent = (*x_extent, -DESIGN_SIZE_UM[1]/2, DESIGN_SIZE_UM[1]/2)\n",
"\n",
"fig, axes = plt.subplots(1, 3, figsize=(15, 4.3))\n",
"for ax, data, extent, title in (\n",
" (axes[0], controls, (*x_extent, *y_half_extent), \"selected controls\"),\n",
" (axes[1], processed, (*x_extent, *y_half_extent), \"double-filtered β=30\"),\n",
" (axes[2], binary_full, full_extent, \"fully binary mirrored device\"),\n",
"):\n",
" image = ax.imshow(data.T, origin=\"lower\", extent=extent, cmap=\"viridis\", vmin=0, vmax=1, aspect=\"equal\")\n",
" ax.set(xlabel=\"x (µm)\", ylabel=\"y (µm)\", title=title)\n",
"fig.colorbar(image, ax=axes, label=\"silicon density\", shrink=.76)\n",
"plt.show()\n",
"print(\"Unique final material values:\", np.unique(binary_half))\n",
"print(\"Binary fraction:\", extras[\"final_binary_fraction\"])"
]
},
{
"cell_type": "markdown",
"id": "3c5c4b04",
"metadata": {},
"source": [
"## 7. Erosion/dilation process-corner audit"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "1b3a2646",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:08.109958Z",
"iopub.status.busy": "2026-08-18T03:08:08.109870Z",
"iopub.status.idle": "2026-08-18T03:08:08.255719Z",
"shell.execute_reply": "2026-08-18T03:08:08.255233Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Final RMS erosion/dilation discrepancy: 0.019405\n"
]
}
],
"source": [
"def morphology(values, eta_outer, eta_inner):\n",
" first = fdtdx.filter_and_project(values, radius=MIN_FEATURE_UM,\n",
" spacing=CONTROL_SPACING_UM, beta=20, eta=eta_outer)\n",
" return fdtdx.filter_and_project(first, radius=MIN_FEATURE_UM,\n",
" spacing=CONTROL_SPACING_UM, beta=20, eta=eta_inner)\n",
"\n",
"opened = np.asarray(morphology(processed, .99, .01))\n",
"closed = np.asarray(morphology(processed, .01, .99))\n",
"fig, axes = plt.subplots(1, 3, figsize=(15, 4.3), sharex=True, sharey=True)\n",
"for ax, data, title in zip(axes, (opened, closed, closed-opened),\n",
" (\"opened corner\", \"closed corner\", \"close − open\"), strict=True):\n",
" image = ax.imshow(data.T, origin=\"lower\", extent=(*x_extent, *y_half_extent),\n",
" cmap=\"magma\", aspect=\"equal\")\n",
" ax.set(xlabel=\"x (µm)\", title=title)\n",
"axes[0].set_ylabel(\"retained y (µm)\")\n",
"fig.colorbar(image, ax=axes, shrink=.76)\n",
"plt.show()\n",
"print(f\"Final RMS erosion/dilation discrepancy: {np.linalg.norm(closed-opened)/np.sqrt(opened.size):.6f}\")"
]
},
{
"cell_type": "markdown",
"id": "3c738cd0",
"metadata": {},
"source": [
"## 8. Fresh 61-wavelength binary-design FDTDX solve"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "80f2ed2a",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:08.256672Z",
"iopub.status.busy": "2026-08-18T03:08:08.256582Z",
"iopub.status.idle": "2026-08-18T03:08:33.533622Z",
"shell.execute_reply": "2026-08-18T03:08:33.533340Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"\u001b[32m2026-08-18 03:08:11.155\u001b[0m | \u001b[33m\u001b[1mWARNING \u001b[0m | \u001b[36mfdtdx.fdtd.initialization\u001b[0m:\u001b[36mplace_objects\u001b[0m:\u001b[36m251\u001b[0m - \u001b[33m\u001b[1mSymmetry (0, -1, 0) reduces the simulation to grid shape (125, 63, 94) (PEC walls added on the electric planes: ['_sym_wall_y']; magnetic planes sit half a cell out and carry their mirror in the field halo, so they get no wall object; objects dropped: ['Object_2']). Results are on the reduced domain — call fdtdx.unfold_detector_states / fdtdx.unfold_fields to reconstruct the full domain.\u001b[0m\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/hoodlab/github/fdtdx-hoodlab/benchmarks/invdes_grating_coupler_runner.py:361: UserWarning: PML region at axis=1 direction='+' has non-default inv_permittivities values that will be overwritten.\n",
" arrays = fdtdx.extend_material_to_pml(objects=placed, arrays=arrays)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Fresh forward runtime: 25.3 s\n",
"Reduced grid: (125, 63, 94); steps: 8,771\n",
"Peak FDTDX coupling: 0.577275\n"
]
}
],
"source": [
"started = perf_counter()\n",
"validation = simulate_grating_coupler(binary_half, record_fields=True, record_spectrum=True)\n",
"print(f\"Fresh forward runtime: {perf_counter() - started:.1f} s\")\n",
"print(f\"Reduced grid: {validation['grid']}; steps: {validation['steps']:,}\")\n",
"print(f\"Peak FDTDX coupling: {validation['peak_fom']:.6f}\")"
]
},
{
"cell_type": "markdown",
"id": "b6e31ed9",
"metadata": {},
"source": [
"## 9. Actual Yee-grid material in device and vertical planes"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "de9f44b6",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:33.534723Z",
"iopub.status.busy": "2026-08-18T03:08:33.534634Z",
"iopub.status.idle": "2026-08-18T03:08:33.720321Z",
"shell.execute_reply": "2026-08-18T03:08:33.719926Z"
}
},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAABgAAAAJMCAYAAAA8O21vAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvctoD+AAAAAlwSFlzAAASdAAAEnQB3mYfeAAA/9tJREFUeJzs3Xd8E+UfB/BPku5doIVSRqFlVqTsspdsZO+9VAQRBEVBZSniTxGcRUAEBUEUoTIEBZRhBWTLxrI3BVpo6U6e3x/YwJOkadPmkjb9vH31Zb53zz3Pc5dLuCfP3fOohBACRERERERERERERETkUNT2rgAREREREREREREREVkfOwCIiIiIiIiIiIiIiBwQOwCIiIiIiIiIiIiIiBwQOwCIiIiIiIiIiIiIiBwQOwCIiIiIiIiIiIiIiBwQOwCIiIiIiIiIiIiIiBwQOwCIiIiIiIiIiIiIiBwQOwCIiIiIiIiIiIiIiBwQOwCIiIiIiIiIiIiIiBwQOwCIiIiIiIiIiIiIiBwQOwCIiIiIiIiIiIiIiBwQOwAcwLp16xAREYHVq1fneps//vgDERER+OqrrxSsGdmKtd5PnheUkJCAiIgIjB071t5VMSk1NRVt2rRB7dq1cfr06WzT/fXXX4iIiECfPn0ghLBhDfOuZcuW6Nixo72rQURERAor6NdbhcWvv/6KiIgILF261N5VIVLcvn37EBERgU8//dTeVSGiQogdAA7g7t27OHr0KOLi4nK9zf3793H06FHcvHlTwZoVXVkXo99++61NyrPW+8nzomDavXs3IiIi8OWXXypeVmZmJo4ePYpz584pXlZeuLm5YdSoUTh8+DBGjhwJnU5nlCYtLQ0jR47EP//8g3HjxkGlUtmhppY7duwYTp48ae9qEBERFUm83sobWx43Q/Hx8Th69Chu3bpl87KpcLLn+ZpfiYmJOHr0KK5fv27vqhBRIeRk7wqQfbRs2RKHDx9GUFCQvavikLIuRm/fvm2T8vh+OjZ2zMj69u2L77//HtHR0fj0008xYcIEaf2sWbNw+vRpvPTSS2jatKl9KklERESFCq+38obHjQoTnq9EVFTxCYAiytfXFxEREShZsqS9q0JWwPeTipoFCxbA398fb775Js6fP69ffuTIEXzwwQcICQnB+++/b8caEhERERERERHZHzsAHMyVK1cwYcIENG3aFC1btsTMmTPx4MEDo3TZjfX+5HwCcXFxeOONN9CsWTM0bdoUb7zxBu7evWuy3OvXr+P9999H7969ERkZiTZt2mD69OkmH8d8sozr16/j9ddfR8uWLVGrVi0sX74cERER+Oabb0yWk5ycjAYNGqBLly45Hosny7l27RomTpyIpk2bok2bNvjss8/0Q4fcvXsXb7/9Nlq2bImmTZvinXfeQWpqap738bXXXsMbb7wBAJg/fz4iIiL0fxcvXpTSnj59GpMmTULLli3RoEED9OrVCytXrjQa1sTcMdNqtWbH7rfkvcmrbdu2YejQoWjUqBGaNm2KsWPH4siRI0bp8np+mZObY7hjxw5ERESgf//+Rsf2wYMHaNmyJerVq4cLFy5I62JjYzF58mS0atUK9evXR48ePbBs2TJkZmaarMv58+cxdepUtGnTBg0bNsTAgQPx/fffS2V+++23iIiIwK+//mq0/d27dxEREYGXX35Zv2zatGn6+Msvv5TOJ8PhYiyt7w8//IBu3bohMjISffv2xe+//24yXXZSU1PRsWNH1K5dG8ePHzda/+677yIiIgKfffYZAGDt2rVmH7nNyMhAkyZN0LZt2xzH7S9VqhQ+/vhjJCcnY9SoURBCIDMzEyNGjEBmZiYWL14MT09PAI++Nz7//HN07doVDRo0wDPPPGP2M2BpelMiIiLQt29f6HQ6LFy4EB06dEBkZCSGDRuGAwcO5Dof4NFx+emnnzBy5Ei0aNECjRs3xogRI7Bz506zZQPAihUr8Oyzz6JBgwbo168fdu/enW051thvIiJyTLzeynt9bX29lZKSItXf1F9u5/s6cuQIxowZgzZt2qBJkyYYPHgwli9fjoyMDAC5P263bt3C3Llz0adPH0RGRuKZZ57BW2+9hWvXrmVbdm7eZ3OmTZuGiIgIvP766zleVz45l0B8fDzeeusttGjRAk2aNMGrr75q9lrIkvPBkuPwZJ3i4uLw5ptvolWrVqhVqxYSExPN7k9O71tersmfrM+tW7cwefJkNGvWDK1bt8a8efP0eSckJGDWrFlo3bo1mjRpgmnTpuHhw4fZ7lt+87LkfcjN+WruuH/33XdWa8s8Wc6NGzfw2muvoVmzZmjevDneeustxMfHm93eUF7PLSXPdyIqYAQVeosXLxYAxCuvvCJKlCghAEh/VapUEbdu3ZK2WbdunQAg3nnnHZN5TZ48WZQpU8ZkXklJSdI2x44dExqNxigtABEYGChOnjxpsoyJEyeKwMBAKf3Vq1eFi4uLePrpp03u65IlSwQAMXv27Fwfl0mTJhmVA0CMHj1aXLlyRVSoUMFoXe/evfO8jz179jSZDoA4deqUPt2CBQuyzbNTp04iIyMjV8csIyMj2/fT0vcmu3zMGT9+vMn81Wq1WLhwocn3xJLzyxxLjuGgQYMEAPHuu+9KefTp00cAEP/73/+k5d98841wdnY2mXerVq1EamqqlP7rr78WLi4uJtO/8sor+nQffvihACBWrVpltD83btzQ1z3L0KFDsz2f9u/fn+f6jh492iidSqUSs2fPFgBEu3btcvUebN++XajValG9enXx8OFD/fJff/1VqFQqUaNGDZGSkiKEECIhIUF4eHiIsLAwodPpjPJavXq1ACCmTJmSq7KFEKJjx44CgPjyyy/Fe++9JwCIUaNG6df/+++/IjQ01ORxKVGihDh06JCUn6XpswNA1KxZU39+Pfmn0WjE6tWrjbYpXry4KF++vNHyxo0bZ3sOvP/++9mWPXLkSJNlb9q0yWgba+03ERE5Hl5vFa7rrcTExGz3Jetv7ty5OZa5ZMkSoVKpTG6f1VbKzXE7f/58tsfM399fHD582Kjs3L7Pq1atEgDEnDlz9MvS09PFkCFDBAAxdOhQ6fzMTlY+EyZMEBUrVjQqMyQkRMTHxxttZ8n5YOlxyKrTSy+9JIKDg6X0pupiyfuWl2vyrPq8/PLLRvUBIAYNGiRu3bolqlSpYrSuQ4cOJvfNGnlZ8j7k5nw1d9wvXrxotbbMk+UEBQWZPOeuXLkibbN161YBQLz++uvS8ryeW0qe70RU8LADwAFk/aiq0WhESEiI+Prrr8Xu3bvF4sWL9f9o9e3bV9ompw4AjUYjqlevLr755hsRExMjvvnmG/0Ptp9++qm0zf79+0WFChXE7Nmzxfr168XevXvF2rVrRffu3fX/GGRXRqVKlcTSpUvFvn379P8w9evXTwAQe/fuNdrXBg0aCBcXF6MOjZyOS82aNcXKlStFTEyM+Oijj4Sbm5tQq9WiVq1aonLlyvr9jIqKEj4+PgKAOHLkSJ728cKFC+L999/XX6AePnxY/5f1j+LOnTuFWq0WgYGBYvbs2WLr1q3ir7/+EsuWLRM1atQwupDN6Zhl935a+t5Y2gGQdZGj0WjEq6++KrZt2yY2bNgg+vfvLwAIJycn6Tjm5fzKjqXHMDExUVSuXFloNBrx559/CiGE+PLLLwUA0b59e+kibv/+/cLJyUkUK1ZMzJw5U/z2229iz549YsWKFaJ27doCgHjzzTf16ffs2aNvGHfu3Fl8//33IiYmRqxcuVL069dPjBkzRp/W0gbppUuXxKeffioAiBdeeEE6n5KTk/NU36z32cnJSbzxxhti+/bt4ueffxZdunTR70duG6RCCPH2228L4PEP79evXxeBgYHC09NT6vQSQohRo0YJAGLbtm1G+bRu3VpoNBpx6dKlXJd95coV4ePjI7y9vYWrq6sIDg4WCQkJQgghMjMzRXh4uAAgBg4cKNatWyf27t0rfvnlFzF8+HABPOp0yszMzFN6c7LOc41GIyZPnqw/xt26dRMAhJeXl7h+/bq0TXYdAJGRkWLkyJFixYoVIiYmRmzbtk3MmjVLeHt7C7VaLf7991+TZbu7u4u33npLbN++Xfz666/6z71hB6s195uIiBwLr7cK3/WWVquV6p/1FxMTI8qXLy+aNWum7ywwJ+vafNy4cWLr1q1iz549YuXKlWLYsGGie/fuuT5up06dEuXKlROzZs0S0dHRYu/evSI6Olrf5qtfv75UriXvs2EHwIMHD0SbNm2M3oucZOWj0WhEWFiYWLJkiYiJiRHfffed/max9957T9rG0vPB0uPwZJ1CQkLEV199Jfbs2SMOHz5s9posN++bEJZfkz9Zn+rVq4vly5eLmJgY8emnnwovLy8BQNSuXVtUqFBBf/wWL14sihUrJgDovw+snZcl70Nuztecjru12jJPlhMcHCwWL14sdu/eLZYuXSpCQkKMvqOEyL4DID/nllLnOxEVPOwAcABZP6r6+PiImzdvSusuXbok3N3dhVqtltbl1AFQvnx58eDBA2nd5s2bBQDRs2dPaXlqaqrQarUm69ayZUuhUqmkHuSsMkqUKGGyZ3nXrl0CgBg5cqS0/J9//tH/QJUbWeVUqFBBulNGCCEmTpwoAIiAgABx584daV3Wj/efffZZnvcx6x/VDz/80OQ27du3FxqNRpw+fdpoXUJCgvDz8xNVq1Y12pfsjll276el9ba0A6BRo0YCgPj888+N1o0YMUJqpDy5H5acX9mx9BgKIcSRI0eEq6urKFu2rNixY4dwc3MTQUFB4vbt21K6Xr16CQAm73pOSkoSpUqVEsHBwfplXbt21d9FYUrWBaUQljdIhRBiw4YNAoCYPn26yfwtrW9Ww2jBggVG6Tt37mxxgzQzM1M0b95cABArVqwQrVq1EgDEsmXLjNIeOnTIZKfkuXPnhEqlEl27ds11uVmyzisAYuPGjfrla9asMXmRnOW5556TGhGWpjcnqz5Pfo9kyTpfnvzBRIjsOwAMv7+yfPfddwKA+Oijj0yWvXbtWml5enq6vkHx5OfemvtNRESOhddbea+vPa+3DGVkZIhOnTqJp59+Wn+jRE68vLyyfSr7yWOd03FLS0vL9i78Z599VgCPngLPYsn7/GQHwPXr10VERITQaDTiyy+/zGn3JFn5lCpVSty9e1dat3v3bpPvlaXng6XHIatOptr45uT2fbP0mjyrPqVLlzY6h6ZNmyYACD8/P6MbXD7//HOj615r5mXp+5DT+ZrTcbdWWyarHHd3d6MOg5s3b+pvSjx//rx+eXYdAHk9t5Q834mo4HECOYz+/fsbTQJbrlw5dO/eHStXrsS+fftyNXY+APTt2xfe3t7SsoYNGwKA0Zhwrq6uuHnzJpYsWYI9e/bg9u3bSE9PBwBcu3YNQghcuHABtWrVkrbr168f/Pz8jMpu2rQpatSoge+//x7z58/X12PRokUAgJdeeilX+5ClT58+8PDwkJbVqVMHANClSxcUL15cWlevXj0AwKVLl/K9j6bodDrs3LkTTk5OGDhwIADoxwgUjzrlkJ6ejn///Rc6nQ5q9eOpOrI7ZtmxZr0NZWZmYv/+/XB3d8cLL7xgtH7y5Mn4+uuv8ddffxmts+T8MiWvx7BmzZqYN28exo4di1atWgEAvvvuOwQEBEj5//7773BycsJzzz1nMu+kpCQkJSUhOTkZHh4e2LFjB1QqFWbOnGmyvu7u7jnuU35YWt89e/bAw8NDn/5JEydOxMaNGy0qX6PRYOXKlahZsyaGDBkCnU6HwYMHY+jQoUZpa9WqhcjISKxbtw537txBiRIlAACLFy+GEMLizzcADBo0CM899xx8fX3RqVMn/fKsMXbXrVuHbdu2SccFAO7cuQMAOHPmDBo3bmxx+py4urpi9OjRRsvHjx+Pn3/+2eRnwxQ3NzesXr0amzZtwvnz5/Hw4UMIIfRzlZw7d85om2LFiqF79+7SMmdnZ9StWxcXL17ErVu39N8l1t5vIiJyDLzekhWm6y1Do0aNwokTJ/DXX3/B19c3V+W1bt0amzdvxoIFC9C7d2/9NRtg2bF2cXHBnTt38NVXX+Gvv/7CrVu3kJaWBgC4ceMGgEfj/QcHBwNAnt7n06dPo2HDhoiLi8O6devw7LPP5rp+T+rRoweKFSsmLWvQoAHUarVRG8XS88HS4/BknQzb+Obk9n3L6zV59+7djc6hrLZ1u3btEBQUJK0z1ba2Zl6Wvg+5ld1xt3ZbpkePHihXrpy0rGTJkujXrx8WLVqEPXv2oEKFCmbzyM+5pdT5TkQFDzsAHEhoaKjZ5Vk/4uRG2bJljZZlTaiZNSlPlgMHDuCZZ57B/fv3s80vOTnZaFnFihWzTf/iiy9izJgx+O677zB69GikpKRgxYoVqF27NiIjI3O7GwCAMmXKGC3L+kfJ3LqUlBT9srzuoykJCQn6vA8ePGg2bXp6Otzc3PSxuWNmijXrbej+/fvIyMhAWFgYnJyMv0pCQ0OhUqkQFxdntM6S88uU/BzDF154Ae+99x6uXbuGfv36oWXLllL6jIwM3Lt3L1d5Jycnw8nJCffv30eZMmXg4+OTY92tzdL6ajQaJCUloXr16tBoNEZpsvseyUnp0qXxwgsvYPbs2XBxccHHH3+cbdoxY8ZgyJAhWLZsGV599VVkZmZi2bJlqFKlClq3bp2n8k3JuuA9e/as2XRZnwFL0+ekfPny2X42gNx9J2dmZqJ9+/bYvn27RfUx9RkDTH/OrL3fRETkGHi99VhhvN7KMnnyZPzyyy/4888/jX5QNWfx4sV45ZVX8Morr2Ds2LEIDQ1Fw4YN0adPH3Tq1AkqlSpX+Rw7dgytWrUye92TdY2Rnp6ep/f5u+++Q2ZmJoYPH57nH/8B09dPzs7OcHZ2lq6dLD0fPDw8LDoOT7K0/WfJ+5aXa3JrtK2tlVde3ofcMnfcrdmWscZvOHk9t5Q834mo4GEHgAO5e/eu2eVK3RUzYcIE3L9/Hz169EC/fv0QHBwMd3d3qFQqzJ49G2vWrNH3ED/J2dk52zwHDx6M119/HYsXL8bo0aPxww8/ICEhIU93B1tDXvfRlKz3oWTJktiyZYvZtK6urlJs7pgpXW9DWfuR3Xl37949CCEUOe/ycwxnzZqFa9euQaPRYO3atTh48KD+ThMAcHJygpOTEzw8PLBz506zefv7+0OtVsPJyQl37twxemLDlKyLbq1Wa7QuMTHR7Lam5KW+arU62/fNko7CJ50+fRoff/wxNBoN0tPTMWvWrGwbpX369MHEiROxePFivPrqq/j5559x8+ZNTJ06NdeNydzIOk+++OILNGrUKNt0WQ0MS9PnxBrfyStWrMD27dsREhKC1157DdWqVYOPjw80Gg1OnjyJgQMH5vkznMXa+01ERI6B11uPFcbrLQCYN28eFixYgD/++AOVK1e2qKyAgACsWLECCxcuxN69e3Hw4EH8+uuvePbZZzFkyBB88803ucrntddew507d9CpUycMHjwYZcqUgYeHB1QqFebNm4fly5frr2WcnZ0tep+fLGPXrl1YunQpAgMD8f7771u0r5ay9HzIqmNuj8OTLG3/WfK+2eqaXCl5eR9yy9xxt+Zxs0Z7Ia/nVm4peZyJyHbYAeBAfv31V8yZM0f6RyczMxPbtm0DAFSvXl2Rcg8ePIiyZcvip59+kpYLIRAbG5unPL28vDB48GBERUXh4MGDWLx4MYoVK4Z+/fpZo8oWs3Qfs+70yczMNFrn7u6OSpUq4d9//0VmZibq1q2rTKWhzHuTxcPDA+XLl8elS5ewf/9+/SOZWTZs2AAACA8Pz1c5puT1GP7xxx949913UaNGDXzyySdo27Yt+vXrh0OHDumHJFKpVKhRowYOHz6MhIQEtGjRIsd8n376aRw6dAjr169Ht27dzKbNupvp4sWLRut27dplchtz51Ne6lutWjWcOHEChw4dQu3ataV1v/zyS47bG0pNTUXfvn2RkpKCX375BdOmTcMnn3yCVq1amRx2zNXVFSNGjMAHH3yAnTt3YvHixfDy8srVI+yWqFmzJlauXIl//vkHY8aMsXr6nNy9e9fkZ2Pz5s0AcvednHWXzcKFC9G2bVtp3e7du/NdR8D6+01ERI6B11uPFcbrre+++w5Tp07Fhg0b8tXe8PT0ROvWrdG6dWtMnjwZ3bt3x7fffoupU6eiSpUqZo8b8OhaplixYtiwYYPRj6Pnz5+XYpVKZdH7nMXHxwe//vorunTpgv/9739ITU3N1dMReZWX88GS42ANOb1vgO2uyZWSl/chp/M1N6x53LZu3YrMzEzpqWEhBH777TcAuW8vKHlu5eU4E1HBk7sudSoUjhw5ggkTJujHe0tJScGYMWNw9uxZVKlSBU8//bQi5QYGBiIuLg579uzRL4uPj8cLL7yAI0eO5DnfrB+iXn31VcTExGDEiBGKj+2ZHUv3MWssvUOHDpnML2vsvB49ehg1ABITE7Fs2TJ8+umnNq+3pfr27QsAGDp0KE6cOKFfvm3bNrz++utSGmuz9BjGxcVh0KBB+vHUW7ZsiXfffRexsbFGcxhk5d2/f39ER0dLd0w8fPgQ3333HT788EP9shEjRgAAnn/+eaxdu1afXqfT4bfffsPixYv1abM+h19++aU0dvvWrVv1x8xQ1vl0+PBhk3dvWFrf3r17AwCGDRsmDfvy888/43//+5/JOpgzYcIE/PPPP3jzzTfRrl07fP/99/Dx8cHw4cNx5coVk9uMHj0aarUa06ZNw9atWzFo0CCrP9Kf9X4vXLgQ06ZNk4bC0ul02LNnD0aNGqW/O9DS9LkxfPhwnDlzRh9v2LBBf1danz59ctw+MDAQwKMfCrIexRVC4KeffsLUqVNzXQ9zlNhvIiJyDLzeynt97Xm9tWXLFowcORJLly5FmzZtLC7r/v37ePHFF/H3339Dp9Ppl1+/fl2/L1lPMeR03AIDA3H//n3s2LFDv+zBgwcYP348YmJijNJb8j4/ydPTExs3bkT79u3xySef4MUXX8z3U5LmWHo+WHoc8sKS9y2LLa7JlWTp+5DT+Zpb1jpuZ8+exZgxY/TDGqWlpWHChAk4cuQIypUrl6vhj21xbll6nImoAMrHBMJUQCxevFgAEE2aNBEAhKurqwgLCxMuLi4CgNBoNGLr1q3SNuvWrRMAxDvvvGMyr88++8yonIyMDAFANGjQQFr+2muvCQACgChXrpyoWLGicHJyEs7OzqJx48YCgNi9e3euyjDUrFkzAUCo1Wpx7tw5Sw6L2XKy9n/69OlG6/bs2SMAiLFjx+Z5H+Pj44Wbm5sAIEqVKiVq1qwpatasKS5cuCCEECI9PV20bdtWn6enp6eoUqWKCAwM1C8bOnRorvblyf0xfD8trXd2+WQnISFBhIaG6ssoU6aMCAgI0MetWrUSWq02V/uR3fmVHUuOoU6nE+3btxcAxNdff63PQ6fTiXbt2gkAYvHixfrlWq1WdOvWTZ+Ph4eHqFy5sihZsqR+Wc+ePfXpMzMzpbpkpXd3dxcAxAsvvCCVGRERof9shoaGiuLFiwsAonXr1gKA6NSpk7SvycnJwtvbWwAQgYGB4umnnxY1a9YUJ06cyFN9Hzx4IMLCwqRzo1ixYgKAaNq0qQAg2rVrl6v34YcfftBvl5mZqV++evVq/ffSk8uf1LFjR30djh07lqvyTElJSREAhK+vr9G6b7/9VqjVav3xzvocODs768vOyMjIc/rsABAhISEiODhYf4yz3mcAYuDAgUbbFC9eXJQvX15aduzYMf13ua+vr6hatarw8fERAESLFi2Mviuyyq5Zs6bJeg0dOtTk8bbWfhMRkWPh9Vbhu946ffq08PT0FO7u7vo2iOHfk++DKXFxcfp6u7q6ikqVKomKFSvqrxVCQ0NFWlparo7bzJkzpbZCWFiYcHZ2FhqNRn8cNm/enKf3edWqVQKAmDNnjn5ZWlqa6Nq1qwAghg0bJrVFsmMqnye5urqK8PBwaZml54OlxyGnOpliyfv2pNxck5urz9atWwUAMWnSJKN1x44dM7petWZelr4POZ2vlhz3/LRlssrJ+g3HxcVFhIWFCVdXVwE8+v3j559/NnlsXn/9dWm5tc8ta5zvRFTwsAPAATz5o+pnn32mv7AEICpUqCA2btxotI01OwBSUlLEmDFjhJOTk77cKlWqiN9++02MHz9eAHnvAMj6x8nwAj03rNkBYOk+CvHoB7Un3wsA4tSpU/r1GRkZYs6cOaJs2bJSGj8/PzFixAhx6NChXO3Lk/tj+H5aWm9LOwCEEOLGjRuiX79++osVAMLb21tMmDBBJCcnS2mt2QGQtU1ujuH//vc/AUAMGDDAKI9bt26JUqVKCXd3d3H8+HH9cq1WK+bNmycqVKgg5e3t7S0GDx4s9u3bJ+WTnp4upk+fLjWI1Wq16NChgzh48KCU9sKFC/oOmKwLvhdffFFcuHAh2/P9xx9/lDpXAIj9+/fnub5XrlwRHTp0ECqVSgAQTk5OYuDAgeL8+fO5bpCeP39e+Pr6imLFiokrV64YrX/uuecEADF16lST22/YsEEAEM2bN8+xLHPMdQAIIcTOnTtFixYthEaj0R+XrAviJUuW5Du9KQD0jYm6devq83FzcxMvv/yyycaXqQ4AIYRYu3atKFOmjPSeTp48WRw6dMioEfRk2aZk1wFgrf0mIiLHw+utwnW9lXV9Ze4vp2v9jIwMsWDBAhEZGan/8TjrOmbYsGHi8uXLuT5u6enp4pVXXtHf0AA8+iF6/fr14s033zT6cTJrm9y8z9n9kJmRkSH69OkjAIj+/fvneBNDXn4QFcKy88HS45CXDgBL37csubkmL6gdAEJY/rk0d75actzz05Z5spwlS5ZI9SlTpoxYs2aN0TbZdQBY+9yyxvlORAWPSggFn4sjm7h37x4uX76MMmXKoESJEsjIyMClS5eg0WgQEhJiciKa+/fv48KFCwgKCkLJkiWzzcvQkSNH4OnpiUqVKhmtS09Px8WLF+Hl5YXSpUsDAK5du4a4uDhUqlQJnp6euSrjSfPmzcOkSZOwadMmdOzYMV/HxdT+lypVCqVKlZLWJScn4+zZswgICEBwcHCe9jGLVqvFpUuXkJiYCCEEqlWrZjRJGgDcuHED8fHxKFmyJIoXL27Rvjy5P4bvp6X1zikfc1JSUnD58mVoNBqUL1/e5MRJ+Tm/cmLuGJ44cQIZGRmoXLkyPDw8jLa9fv06bt++bfI9B4CbN2/i3r17CAgIQEBAgNl6CCFw+fJlpKWlISQkBC4uLtmmvXnzJuLj41G2bFl4eXkhMzMTx48fh6+vLypUqGCUXqfT4dKlS3jw4AGEEKhSpYrJYbEsqe/du3dx+/ZtBAcHw8fHB1qtFseOHYOPjw8qVqxodtubN2/i5s2bKFGihMkJYtPS0nDq1CloNBrUqFHDaP2iRYvwwgsvYPXq1bkaDic7QggcPXo023KyJCUl4dq1a3B1dUWZMmWksTatkf5JKpUKNWvW1A+1dfPmTSQkJKBcuXImz0EAOH78ONRqdbZjfV67dg0pKSkoW7YsXF1dkZqaitOnT6NYsWIoV66cPt2RI0fg7u6uH9/1SZcvX8a9e/dQtWpVuLm5WX2/iYjIsfF6K2/1teX11oMHD3Ic99uSa/309HRcunQJ7u7uCAoK0o+hbiin45aRkYGLFy/Cw8ND//5n7VtoaKh+fogn5fQ+JyQk4OLFiyhdurR+2MQsWq0Wx48fhxAi2/xzkw8A/PPPP3B1dTV5bZUlt+dDbo9DTnXKSW7fNyB31+Tm6pOUlITY2FgEBgbq25pZTF2vWjMvQ7l9H7I7Xy057vlpy3z//ffo378/5syZgzfeeAOZmZm4dOkSVCoVKlSoYPI3nKxjU7JkSQQFBRmtt9a5Zc3znYgKDnYAUIF16dIl1K1bF25ubrh06RLUak5ZQeQorl+/jnr16iE9PR3Xrl0z23AvjAw7AIiIiIiIChpHvyZXSn6Pm2EHABGR0viLKhU406ZNQ40aNVClShXcuXMHkyZN4o//RA7i/fffR40aNRAWFobr169j/PjxbGgQEREREdkQr8nzhseNiAorPtdPBc7ly5dx/PhxAMCAAQPw0ksv2blGRGQtV69e1X++u3fvjtdee83ONSIiIiIiKlp4TZ43PG5EVFhxCCAqcC5fvoz4+HgEBwfnOEcAERUu165dw507dxAUFJSn8UwLC3Pj8BMRERER2VNRuSa3Nmsdt/zO8UBEZCl2ABAREREREREREREROSAOAURERERUhKSlpWHs2LEm17Vr1w69e/fOVT6XLl3CqlWrcOXKFZQuXRr9+vVDaGioNatKRERERERE+cSZVYmIiIiKkIyMDCxZsgS3b99GZGSk9Fe+fPlc5fHrr7+ievXq2Lt3L6pVq4YTJ04gPDwc69atU7j2REREREREZAkOAURERERUhCQlJcHb2xvTp0/HjBkzLN4+MTERoaGhaNSoEaKjo/XLhw0bhujoaJw7dw7Fixe3XoWJiIiIiIgozzgEkBkJCQnYuXMnypYtC1dXV3tXh4iIiLKRlpaGK1euoHnz5vDz87N3dfSuX7+O+Ph4xfL39/dH6dKlFcvflHXr1iEuLs5oGKGXXnoJ33zzDVatWoWXXnrJpnWiwo/X3URERETWU1DbR0DBbSOlpKRg06ZN2LJlC1JTU/HFF1/A19fXKJ0QAtu3b0dMTAyuXbuGsmXLokOHDqhbt641qq8IdgCYsXPnTnTr1s3e1SAiIqJcio6ORteuXe1dDQCPLmyrVimLxCSdYmV4e3vj9OnTebrA3b17N8aNGwe1Wo1q1aqhT58+KFasWI7bxcTEAADq1asnLa9VqxacnZ0RExPDDgCyGK+7iYiIiKyvILWPgILbRlq0aBHeeustNGvWDLdv38bu3bsxd+5cow6A+/fvo1atWrh79y6GDx+OunXr4uDBg2jUqBGGDRuGhQsXQqVSWXuX8s3hOgB0Oh2OHDmCs2fPwsvLC+Hh4ahQoUKe8ipbtiwA4Gk0hAe8rFlNIiIisqJkJOEf7NH/210QxMfHIzFJh7VLgxBWwdnq+cdeyECP4Tewf/9+hIWFSesCAgIQGBiY7bZeXl4oX748QkNDcfv2bbz33nuYMmUKfvjhB7Rp08ZsuVevXoWbm5vRnUQajQYBAQG4evVqnveJii5edxMRERFZT0FsHwG2ayPFx8db1AHQsmVLXLhwAZ6ennjppZewe/duk+lSUlIQGBiof3I1S40aNTBu3Dg888wz6NOnT773w9ocqgPg+++/x/Tp0+Hn54ewsDDcuHEDu3btwrPPPoulS5da/MhL1uPHHvCCl8r4kQ8iIiIqIP6b0aggDh1SsYITqlWx/sWt7r+dNnXXtLnx/d3c3HD27FkEBQXpl02dOhUNGjRAnz59cP78efj7+2dbbmpqKpydTe+Pq6srUlJScr8TRP/hdTcRERGRFRXg9hGgfBvJUpUqVcpVOn9/f/z+++/w8PCQlnfr1g3jxo3Djh072AGgNG9vb+zatQslS5bUL/vjjz/QunVrTJ48GYsWLbJj7YiIiIisLzo62uQTANlxcnKSfvwHHj0R8Nprr2H48OH49ddf0a9fv2y39/LyQmpqqsl1ycnJKFeunAW1JyIiIiIiKhyy61A5d+4cAMDHx8eW1ck1h+oA6NSpk9Gyli1bomzZsti/f78dakRERERFnU7ooBXWH+NS91+eYWFhCA8Pz3d+WY+wxsXFmU0XGhqKjIwM3LhxQ+pISE1NRVxcnMnrMSIiIiIioixKt5FiY2ON1uU0TGqey9Tp8NZbb0GlUpm9kcqe1PaugNJu3LiBmzdvok6dOvauChEREVGBdezYMQBASEiI2XQtW7YEAKNxMXfv3g2dTodWrVopUj8iIiIiIqLc6NatG5566inpLyoqSpGyXn/9dfz555+YOHEiIiIiFCkjvxzqCYAsq1atQmJiIq5du4YVK1agc+fO+OCDD8xuc/v2baM73kz1FhERERFZQgeR57Eoc8o3L7Zt24YqVapIk1adOnUKs2fPRlhYGNq2batfnpKSgnHjxqFWrVoYO3YsAKBDhw6oVq0a3n//fXTu3BkeHh5IT0/Hu+++i5CQEPTq1St/O0ZERERERA5N6TaSpcOk5tUHH3yAuXPnom/fvvjf//5n9fytxSE7AA4fPoy4uDhcvHgR9+7dQ+nSpXOc9CIqKgozZ860UQ2JiIiI7CM9PR3t2rWDj48PKlasiNu3b2PXrl2oXbs2vvvuO+maKS0tDUuWLEHXrl31HQBOTk5Yt24dunTpgqeeegqNGjXCgQMHkJaWhp9//rnATjRGRERERERFg7WGSTXns88+w+uvv45evXphxYoV0Gg0ipaXHw7ZAfDk3f5///03WrRogStXriA6OjrbbcaMGYPevXtLy2JjY9GtWzeFaklERERFge6//5TINy86duyI9u3b4/Dhwzh79izUajU+/fRTVK9e3Sith4cHFi9ebDQsUJUqVXDixAns3r0bV69exbBhw9CsWTO4uLjkqU5ERERERFR0FLQ2kqUWL16M8ePHo0ePHli1ahWcnAr2T+wFu3ZWUL9+fXTr1g3ff/89kpKS4OXlZTJdYGCgIhNBEBERERU0arUaderUyXGOJBcXF4waNcrkOicnJ/18AEREREREREXB8uXL8cILL+h/by7oP/4DRaADAACcnZ0hhEBGRoa9q0JERERFjE4AWqHA+JbWz5KIiIiIiEhxBa2NdPDgQcyfPx8AsH//fgDASy+9BDc3N5QtWxZz5swBAFy8eBHDhw+HWq2Gs7Mzhg8fLuVTt25dTJgwIc/1V4rDdABotVpcuHDBaIKHq1ev4pdffkGjRo3g7+9vp9oRERERERERERERUUFTsmRJtG/fHgD0/8/i5+enf+3v749ly5Zlm0/ZsmWVqF6+OUwHgBAC3bt3R6VKlRAREQF/f3/ExsZi+fLlKFmyJL799lt7V5GIiIiKIB0EdFDg7hYF8iQiIiIiIlJaQWsjlSlTBoMGDcoxna+vb67SFTRqe1fAWpycnPDPP//gxRdfhEqlwsmTJ+Hl5YVly5bhn3/+QWhoqL2rSERERERERERERERkMw7zBAAAqFQqtGnTBm3atLF3VYiIiIgAPLoLRVuA7m4hIiIiIiKyJ7aRbMuhOgCIiIiICpqC9ngrERERERGRPbGNZFsOMwQQERERERERERERERE9xicAiIiIiBSkEwJaocDdLQrkSUREREREpDS2kWyLTwAQERERERERERERETkgPgFAREREpCDdf39K5EtERERERFTYsI1kW3wCgIiIiIiIiIiIiIjIAfEJACIiIiIFaSGghfXHolQiTyIiIiIiIqWxjWRbfAKAiIiIiIiIiIiIiMgB8QkAIiIiIgXpBKBV4EYUHW9uISIiIiKiQohtJNviEwBERERERERERERERA6ITwAQERERKUj3358S+RIRERERERU2bCPZFp8AICIiIiIiIiIiIiJyQHwCgIiIiEhBOqighUqRfImIiIiIiAobtpFsi08AEBERERERERERERE5ID4BQERERKQgnXj0p0S+REREREREhQ3bSLbFJwCIiIiIiIiIiIiIiBwQnwAgIiIiUhDHtyQiIiIiInqMbSTb4hMAREREREREREREREQOiE8AEBERESlIq9DdLUrkSUREREREpDS2kWyLHQBERERECtJBBZ3g461EREREREQA20i2xiGAiIiIiIiIiIiIiIgcEJ8AICIiIlIQJ7giIiIiIiJ6jG0k2+ITAEREREREREREREREDohPABAREREp6NEEV9a/54ITXBERERERUWHENpJtsQOAiIiIiKgIunHjBqKjo3Hr1i106dIFtWvXztV2Z8+excqVK02uGzBgACpXrmzNahIRERERUT6wA4CIiIhIQUKooBPWvxNFKJAnFQ3nz5/HiBEjEBsbi+rVq2Pr1q0oU6aMRR0AM2fOxNChQxESEqJsZYmIiIjI4bCNZFvsACAiIiIiKkKcnZ0xY8YMNGvWDL/99hu2bt2ap3yGDRuGFi1aWLdyRERERERkVewAICIiIlLQo/EtrX8nCse3pLwqW7YsypYta+9qEBEREVERxTaSbbEDgIiIiIiILLZp0yb89ddf8PT0RP369dGwYUN7V4mIiIiIiAywA4CIiIhIQTqhhlaoFcmXyF68vb1x8eJFAMC+ffswceJENG3aFGvXrkWxYsXMbnv79m3ExcVJy2JjY5WqKhEREREVMGwj2RY7AIiIiIiIKNeefvppXLhwAcWLF9cv27FjB9q0aYPhw4fj559/Nrt9VFQUZs6cqXQ1iYiIiIgI7AAgIiIiUpQOKuigwN0tHN+S7KRcuXJGy1q0aIFevXph9erVuHPnDkqUKJHt9mPGjEHv3r2lZbGxsejWrZu1q0pEREREBRDbSLbFDgAiIiIiIsq3sLAwCCFw/fp1sx0AgYGBCAwMtGHNiIiIiIiKLnYAEBERESlIBxW0CtyJwrtbqKCJjY2FSqVC6dKl7V0VIiIiIirA2EayLc6MQEREREREJp0+fRozZszA3r179ct27doFnU4npdu9ezfWrFmDTp06mb37n4iIiIiIbItPABAREREpSCvU0Arr33OhRJ5UNOh0OsyaNQvAo7v2AWD9+vW4evUqAGDChAnw8/MD8KgDYObMmfDz80NkZCQAIDo6Gi+88ALq1auHoKAgnD17Fhs2bEDTpk2xbNkym+8PERERERUubCPZFo8KEREREVERFRYWhunTp6N27dom11etWhXTp0/X//gPAPPmzcO2bdvQvn17+Pn54ZlnnsG+ffvwxx9/oHjx4raqOhERERER5QKfACAiIiJSkA4qRcai5PiWlFdqtRozZszIVdqqVauaTBscHIwBAwZYt2JEREREVCSwjWRb7AAgIiIiUtCjCa6s/9AlL26JiIiIiKgwYhvJtjgEEBERERERERERERGRA+ITAEREREQK0ik0wZWOE1wREREREVEhxDaSbfGoEBERERERERERERE5ID4BQERERKQgHdTQKTK+Je/jICIiIiKiwodtJNviUSEiIiIiIiIiIiIickB8AoCIiIhIQVoBaIVKkXyJiIiIiIgKG7aRbItPABAREREREREREREROSA+AUBERESkIB3U0HJ8SyIiIiIiIgBsI9kajwoRERERERERERERkQPiEwBERERECtJBDZ3g3S1EREREREQA20i2xqNCREREREREREREROSA2AFAREREpCAdVND+N8alNf90UFmlfvv27YOvry+8vLywf//+XG1z8+ZNjB49GhUrVkTx4sXRoEEDLF261Cr1ISIiIiIix1bQ20iOhkMAERERERVRycnJGDx4MFxcXHDnzh1otdoct7l79y4iIyPh7u6OZcuWISwsDD///DNGjx6NK1euYNq0aTaoOREREREREeUGnwAgIiIiUpBWqBT7y69XX30VOp0OL7/8cq63mT9/Pi5duoTly5ejWbNmKF26NF588UWMHTsW7777Li5fvpzvehERERERkeMqyG0kR8QOACIiIqIi6Ndff8WXX36JxYsXw93dPdfbxcTEwNvbG3Xr1pWWt27dGhkZGVizZo21q0pERERERER5xCGAiIiIiBQkoIZOgXsuRD7yjI+Px4gRIzBy5Ei0bNkSBw8ezPW2mZmZ0Gg0RsudnB5dVh4+fDjP9SIiIiIiIsdXENtIjowdAERERESFWGxsrNGygIAABAYGZrvNiy++CACYO3euxeVFRETgzz//xKlTp1CtWjX98j///BMAEBcXZ3GeREREREREpAx2ixAREREpSCvUiv0BQLdu3fDUU09Jf1FRUdnWZ9WqVVi9ejWioqLg6+tr8f5MmDAB3t7eGD58OGJjY5GZmYmff/4Zn3zyCVQqFVQqjrtJRERERETZU7qNRDI+AUBERESkIB0AHaz/o7juv/9HR0cjLCxMWhcQEGBym/T0dIwdOxa9e/dG165d81RuaGgodu3ahcmTJyM8PBxarRahoaFYsWIFevbsidKlS+cpXyIiIiIiKhqUbiORjB0ARERERIVYWFgYwsPDc5U2PT0d8fHx2LBhA7y8vPTLMzIyAACtWrWCi4sLEhISzOYTERGB3377DUIIZGZmwtnZGYcPH0ZmZiaaNm2a530hIiIiIiIi62IHANmNytVVii9/V0mKTzZaYXb7Zse6S7FnrztSrEtMzEftyFpUzi5SfPG7KlJ8uslyi/L7OD5Ein/rWkuKtbEXLMrPkYjGEVL8+rfysW3trtW/vq19KK3r8M6rUlxi0R7rVo6oCNMp9CiqLg95enl5IdHEv4+ffvop3nzzTWzatAn169fPdX4qlQrOzs4AgC+//BIlS5ZE7969La4XEREREREVHQWpjVQU8KgQERERFSFeXl5Gfy4ujzpr3d3d4enpqU97//59eHl5oX///lIe/fr1w4kTJ6DT6XD37l28/fbb+Pbbb7F8+XJpeyIiIiIiIrIvPgFAREREpCAt1NAqcM+FEnkaEkLg4cOHSElJkZb37t0bgwcPxqlTp6BWq9GqVSv89ddfqFWrVjY5ERERERERPVKY20iFETsAyG7UXvIdgi3Kx1q0fbpWI8W837BwyMzU5JzIjHru56V4i1+TfOXnSNJ9nKU4xOm+QYrH430HauRPTEC/y1KsXltcirV37ua/gkRUYI0fPx6jR4+Gh4eHtNzPzw+JiYlwcpIvGXv27ImePXsiMzPTaB0REREREREVHGyxERERESlICBV0QqVIvtbi7OysH8vf0JOTBRvij/9ERERERGSpwtBGciR8LoKIiIiIiIiIiIiIyAE53G1bBw8exB9//IHLly+jdOnSaNmyJRo0aGDvahEREVERpYVKofEteXcLEREREREVPmwj2ZZDdQDUrl0bJ06cQP/+/VG7dm2cPHkSzZo1Q+/evbFs2TI+pl7AJDxTWYrHBsw3SOEuRbe1D6U44+cAKdYlWjaHANmGyEiX4pLRblJ8uUmSFJdzyn6oCQDwVsv53a8sp/c96mK2fKifmINA6AwqK8yWXdB5nI+X4l+SwqV4nP+lbLddGrZaitt99ZwUa36rIsVBP/4rxdq4uFzX0x40Pj7615lPVZDWOZ2S5z9QucrnUEaFUnJe/8jfNerAEnJhGZlSmHn1mkV1JSIiIiIiIiKyFof6RTwpKQkHDhxAjRo19MtatGiB/v37o1GjRhgzZowda0dERERFkRBq6IT1724RCuRJRERERESkNLaRbMuhjkpMTIz04z8A9OjRAyqVCtu3b7dTrYiIiIiIiIiIiIiIbM+hngAICAgwWnbp0iUIIeDp6WmHGhEREVFR92h8S+uPRcnxLYmIiIiIqDBiG8m2HKoDwJS3334bANC3b1+z6W7fvo04gzGsY2M5pnx+POwpT778oLxGivsNk5/KCHeRx/w3VFwtr79XWx5nO8A5h7HfrUhlOJ+ERt43taurvN4gLujjpVuVWj42t2vLX8ZBGvPvu6Fwg/f5f+9+KcXPV5GH+go4qpXiW71T9a8z4uX3perCRCnWHT1lUd1szalUSSk+O12eD+EH3zMGW7ghO0EGcy/8U3+VFN+oLc/V0LjaJCmuNK5gndNOQfK4/de/9NO//rzGUmndsrimUuzjdF+Ku/r/KsVf3mgpxTV9TkrxjXRfKd7zSUMp9lvxt1xZnXyOEhERERERERFZi0N3AHz++edYvXo1evfujU6dOplNGxUVhZkzZ9qoZkRERFRU6KBSZHxLHe9uISIiIiKiQohtJNtyqDkAnrRq1SqMHz8ezZo1w7Jly3JMP2bMGBw/flz6i46OVryeRERERERERERERGQfSUlJWLlyJbp16wY3NzeoVCrcvHkz2/SHDh1C27Zt4e3tDR8fH3Ts2BHHjh2zYY0t45BPAKxbtw5DhgxBw4YNsWnTJnh4eOS4TWBgIAIDA21QOyIiIipKdAqNb8m7W4iIiIiIqDAqaG2kjz76CGfOnMGwYcMQEBCAr776Ktu0x48fR/PmzdGtWzecP38eOp1OfxP6/v37ERYWltfqK8bhOgA2bdqEfv36oX79+ti8eTO8vLxy3ogUsXL+R1Jczil/74VGJT+wsrD1Mime0XOkFPttPydn4Pu4fG3sBYvKdioTLMWnJpeRYnVxeb6BksXlMcRDfe9I8cmv5THBSyzdL8UiU57foDDTFPOT4natD0mxs0qeIyDH/AzOg2YGw9ofHfWJFF/PTJPiCs7Zn4dPl+4vxUHdLKqazV3tFyrFR5t9LMUe6uzH/LeU4RwBHSOPSPEFgzH3M29k31NuCzefrSDFv9d+/H3kr5E7hRuXjbEo72YV/rAo/YeT46V4x65wKc68eNmi/IiIiIiIiIjIeqZPn65/vW3bNrNpp06dCg8PD3z11Vdw/W/Oz6+//hply5bF22+/jVWrVpnd3h4cqgNg+/bt6NWrF+rWrYstW7bA29vb3lUiIiKiIk4n1MqMb6lAnkREREREREorrG2khw8fYsuWLRg4cKD+x38A8PDwQLt27RAdHY2MjAw4OzsrWg9LOUwHQGJiIrp27YrU1FSUKVMGr7zyirQ+NDQUU6ZMsVPtiIiIqKjSCTW0hfDiloiIiIiISAmFtY10+vRpZGRkoEqVKkbrqlWrhlWrViE2NhbVqlVTtB6WcpgOABcXF3z88cfZruf4/kRERERERERERESOLTY21mhZQEBAvn8fvnv3LgDAz8/PaF3Wsjt37hitszeH6QBwdXXFqFGj7F0NekJ+x/zPSVuPDCkOnCOP/f713SZS7OP0eEzy3W/LY/B7bP1HilUGw0edH1leik/1lMtyVVn2aM9nEy5J8ZbttaQ48/xFi/IryFRO8tdMilbZx6AM34sKFjx29W74z1I884WhUlxy9Ukp1ibIcz3YmvNDIcXJQv5MeMBFsbK7FzsgxXMD+8gJ7DwHwL3aWik2HPfflgb5HJXihWPbSnHxY/IcI4bc78hzgrj+sj+blFRQ6aDMhL06q+dIRERERESkPKXbSN26dTNaN336dMyYMcMq5ahU2dfd3Dp7cZgOACIiIiIiIiIiIiIq2qKjoxEWFiYtCwgIyHe+xYsXBwDEx8cbrUtISAAAFCtWLN/lWBs7AIiIiIgUVFjHtyQiIiIiIlKC0m2ksLAwhIeHWz3/qlWrwtnZGWfOnDFad+rUKbi7u6NSpUpWLze/2HIkIiIiIiIiIiIiIjLD09MTbdu2xebNm5GWlqZfnpycjF9//RVdunSBswVDUdsKnwAghxHh6irFn5bOfpzsmE/kMblHHpDHem9b8bQUfxHwgRS7qvI3v0ENtytSvKFUCylWnc9X9gVK5q3bUnw8KlKKT8zaKsXhLu6K1yk7XTyTpbjpWx9JcYMKk6S4wpS9cgZCHpNfaa4J8gjg9wwGBC+hUa7sik7y/Af/DvKT4srX5UfrtHFxylXGhNLb5TH34js9fm9tPR9AkMF8KLEDF1i0/bmMJCkeU75JNimpoNIJFXRCgfEtFciTiIiIiIhIaYW5jfTee++hUaNGGDVqFObNmwedTofx48cjMzMT77zzjuLl5wWfACAiIiIiIiIiIiKiIik6OhoqlQoqlQpffPEFACAoKAgqlQpPPfWUlPbpp5/Gjh07cPPmTVSoUAFhYWFISEjArl27CuTwPwCfACAiIiJSlBZqaBW450KJPImIiIiIiJRW0NpI3bp1g7BgVIe6deti69atOScsINhyJCIiIiIiIiIiIiJyQHwCgIqkxm5y39fpJstz2CJ/Y/4n69Kl+PPrHaXY6dwNKdbmq7QCxqAHtfj+O1J8Ir2UFIe7yGPL25PhWPFhDS5JsVZl0IcqFH7n1PKg/rci5bHtKjt7Klv+Eyo4y5+Jv/rNleKeeyZKscda284B4HtELm9tUkX965G+N21al/wKdc7f9w/ZnxDKjEVp42lHiIiIiIiIrIJtJNviEwBERERERERERERERA6ITwAQERERKUgHNXQK3HOhRJ5ERERERERKYxvJtnhUiIiIiIiIiIiIiIgcEJ8AILKBp3c9L8WVZyZJsfZWrC2rY1d3GpSQ4jbuNwxSeKCgSNKlSvGZI+WkOEwY1t22vM/LfbgXMuTzynCcfiV5qOT5CbTO1h/LzxKJNQKk+Fmvc09EtpsrgQgAdFBBq8D4ljrY93NGhV9GRgZ27NiBW7duoWHDhggNDbVo+5SUFMTExCAhIQHVqlVDeHi4QjUlIiIiIkfCNpJtsQOAiIiIiKgIuXHjBt5++21s3LgRJUqUwIkTJ7B48WKLOgB+/fVXDBo0CMHBwahYsSJ+//13NG7cGD/88AM8PdnRSkRERERUUHAIICIiIiIF6YRKsT+ivEhMTERkZCROnjyJuXPnWrz9lStX0KNHD3Tp0gVHjhzB2rVrcfToUezZswcvvfSSAjUmIiIiIkfCNpJt8QkAKjKeHM5lwLlu0roLmypKcabBKDSfD14oxa3dtRaV7fe7uxRrzxyxaHtHos4QUpwodFLsb8vK5KDZoaFSXGX2v1KsFfK+KE4nn3dBv8dJ8aHxpaW4gvMDxaqSrEuX4vFXn5Fiv2P3pNiyT0z+eV5JluJDacX0r9t7pNm4NkREBUvlypVRuXLlPG//2WefISUlBe+8845+Wfny5fH888/jww8/xHvvvYegoCBrVJWIiIiIiPKJTwAQERERKejRnShqBf54dwvZx/bt2xEWFobSpeWO55YtW0Kn0+H333+3U82IiIiIqDBgG8m2+AQAERERkYJ0UEGrwGRUnOCK7CU2Nhb169c3Wl6uXDn9enNu376NuDj5KbactiEiIiIix8E2km2xA4CIiIiIiHItKSkJ7u7uRsuzJv9NTEw0u31UVBRmzpypSN2IiIiIiEjGDgAqMj6+F6F/nfmcp7Su9Nm/5MQqucdwVOkRUnyh82KLys7wYg9kFv91/0hxyw7jpPhsyyVSrFHZb6Sy+Fs+Uhxwr2DdnSguXZPiaceeleJukculOD/HMkPIo/iHb31RiqvNSZBi7dmzeS7LGjR35R+fLmcUfyK6btvKUJGn1GRUfLyV7MXV1RUZGRlGy9PTH80P4+bmZnb7MWPGoHfv3tKy2NhYdOvWzWp1JCIiIqKCi20k22IHABERERER5VrZsmVx8+ZNo+VZy8qUKWN2+8DAQAQGBipSNyIiIiIikrEDgIiIiEhBWRNSKZEvkT1ERkZi9erVSElJkYYC2r9/PwCgYcOG9qoaERERERUCbCPZFo8KERERERGZdPXqVaxYsQKnT5/WLxs1ahTS0tKwZMnjYfsyMjKwePFi1K9fHzVr1rRHVYmIiIiIyAQ+AUCKMRwz3FmlkeL7uhR5PeT1rir59HygS5ViD7WzQXo5NrTpWrj+tc+/582mhRBSWPxvg49KZ/ObG+o09E8pPrytuhTrjp+WYpWTXJ7KxUVOnyIfOxiM7a52kY+FLlU+dk9yKlVSiu83CZHiVF8575Kb5GOXefNWtnmboktOluIyq+W6Xmwqrw919jKbn+F55KGSj5XheWeJr1p9LcVThjwvxcV/lOcz0IVXlGKtp7xvLlfipTi9rL+8/qA8x4D2wQOz9TM8luXekc/bmu1ekuJ63Y/pXy8tt9ts3lczk6S42Y6Xpbjae/K+aHP6TNlYcuUAKW7h8e8TkTwHiKUMv9s2J3tLsac6TYobusrnqOF3W5KQ0/uq5Yk1DcujwkcA0MH6Y1GKnJMQmSSEwHfffQcA+OefR/+W7d27Vz92f/fu3fUT+h44cACDBw/G/PnzUbVqVQBA06ZN8frrr2PSpEm4cuUKQkNDsWLFCty5cwdr1qyxwx4RERERUWHCNpJt8QkAIiIiIqIiRAiBLVu2YMuWLbh+/ToGDhyI1NRU/bKUJ240KFu2LAYOHIhq1apJebz//vv47bffkJGRgX379uHZZ5/FiRMnUL16dcPiiIiIiIjIjvgEABEREZGCtEIFrbD+3S1K5ElFg1qtxooVK3KVtk6dOtmmbd68OZo3b27NqhERERFREcA2km3xCQAiIiIiIiIiIiIiIgfEJwBIMVV/HCsvKC6Pc11iq5sUJ5eUe+mSwjKkuPR2eSz3uFpy+gV9Fklxa3d53OwXK+zUv17eWB7EXx1zVIo1xYtJcWpH82Ox5+StgANSPGJhCSk+trGRFCeHyPteq9pFKT6xU55cTxhMf1C69g0pvrO9tBT7XNTpX6cOlMdyj474SIoNZ1Zo3WG0FJefJY9jj7NyXc3NPwAAnnsvSHGb6Fel+OkIef2pm/KcBT5b5PHc79bWSfELLX6X4teL/4vcMjyH5k/7QooXvtBCivsG/CjFwZr7Urz1oTwsQhvPk1Lc6y/52FYaLc8JoEtMNFtf3RE5v+Aj8vrzJ+vrX3d5VT5uLupMKb74TSUprvqTPE+FNl4+bzQlA6X4bttQKU4tJn9eg3bJx0YcPgFr8jh2TYq/jY/Uv3438JhhcrMuZMjzIbTaNkGKK30lf16hlvf1WnMPKU4uKx/rEn/L3233Whl8Zu66SmEY9pqrLhVAAmrohPXvuRC8j4OIiIiIiAohtpFsi0eFiIiIiIiIiIiIiMgB8QkAIiIiIgXphAo6BcaiVCJPIiIiIiIipbGNZFt8AoCIiIiIiIiIiIiIyAHxCQBSTNgEy8ap9rMwf6818rjZz3mNkuLzPRdKcV/vx+Pi3/lyl7Tu84MtpLh6eXkM/a0V5bwALwtqCnioXaT4+wryuPQYZxDnJGyrRcm14fK4+Ne0yfrX5ZwM98X8vh2I/FqKN64JkOI31w2Q4rDph6XYcE4AbVycFFcaL8fp/vIcAyH3DcaK18nj9BdbKq/+cdQzUjxk2uP6BBntu3mN3eQ+08bld2WTMos8dnuE6zmz69c2XiDFY9qOl2LPn/blWEdz3Db8rX+d+Zc8z0WmSu4lL35njxTLRxnQVJPnCHgwX06xIXyuFAdq5DkH6rftLcUlBvpKsS7poRSLTHnc/Jxk3rglxT+ta6p/3WuYPCdHuIv8T2GySJfidnvGSHG1V85KsfaB+TlCysSYr6shw3OYCj8dVNBBgbtbFMiTyN40pUrCybm4vatR5KRUDzJaptMYf8cIE8syPI3vKTMc0ldteCEBQJ0pjJaleRvnlRJgXKbOxWCBcVZQmVhmKp1RXgBSA+QKqzOM66BON17mGm+8zCnJaBGcUuWKZLqZ+D43caueysQxM/VPgVOKHLsk6YzSuN3JMFqW6aExWpbuY7wszcegUBN10LoaL9S6GqdzTjTep3RfeduH5Y2vA1UeJk4qE0Sqcf09LsnXfl5XjeugSTdeptIZLzP1mUj3lJeZOv+dUozzSvU3zis5SF4mNMbbad2Ml+kMJ3IDoDJRD5cH8ommMTF9m2u8ifydTLzppk7jDHlb1/vGeXncSjdapnU1cS6a+H4QBnNvpZQw8R0SaLQIGd7GnwmV8SJoUuX8NSkmvgtMHFdTx1GTZrzvbgbH1jXBODOnJOPPqsnvN1MMzll1uonPkjZ3melcjN+TpBC5jZds4vjn5rwAgBKL9hgnJIfGNpJt8QkAIiIiIiIiIiIiIiIHxCcAiIiIiBQkhDJjUYrc3v1FRERERERUgLCNZFt8AoCIiIiIiIiIiIiIyAHxCQAqvAzGfve6aDwm3ZNcVY8HQpxY7Ly0bmKb84bJDVg2VnxBo1HJfX3G4/7nnuF8Bn287kuxS4/lUrzo205yBifOWFSeNj7eovSGip1MluI43eOvPePRbu2rosE38r3q8jnt+ZP1ytLevWd2vSZAntvhylB5zP/2A+QxGt8rKY+r76ySx4M09HMNeaD7t7a0l+LzicFSnLmglBR7rPtbio26+Q2+H0I+PKJ/PTFGHtP/dh15QFrP63JelX6/JNclhzH/iQzphBo6wwGxrZQvERERERFRYcM2km3xqBAREREREREREREROSA+AUBERESkIJ1QKTK+pRJ5EhERERERKY1tJNtiBwARERGRggRU0EGBCa4UyJOIiIiIiEhpbCPZFjsAqNBSOcmnb2rdh3aqCXAhI0mK58e1lOLtlypL8c76i6S4hMb8eOlbkuUxyt+JlcfV93JOl+IpIb9IcQt3ndn8rennu7XkBXfyN4Z/fjlfuSvFr53rpX/9feUfpHX+Gg+b1Ck73zyQx9kPWRMnxfKo9talcpbndjg9o6IU/9N1nhR7qd0McjA/B4ehIIN5KJaU+9Ns+pemNJDi87tLSLE2Tj5WhnTJj+eCcN52UFoXvM3spsg0v5qIiIiIiIiIqMBiBwARERGRggr64606nQ6bNm2CVqtF8+bN4e/vn6vt0tLScOrUKdy6dQsBAQGoVq0a3N3drVInIiIiIiJyXAW9jeRoOAkwERERURE2b948dOnSBd27d8eZM2dytc3XX3+N8uXLo1u3bpg3bx569+6NcuXKISoqSuHaEhERERERkSX4BAAVWiJTHpij2Cb5rsMTDVOkONzFenclXs6Uh/zp+slkKS6z/F8pLp9xVYrb93xVitU97khxaob80Sw5Xx5uxffwOblCarmH8+1Wz0nx7LkLpbiZ4egtVlTV86YU3/KrKSe4dVu5wk3IvCIfe6eBJfWv684dK60723KJFGtUtu0jDXWRj01GcXloKCVrow4pI8UvNd8qxcZD/thWF/9DUvxRhX5yghyGACKyJx2UuRPFGoO7nThxAm+99RaaNGmCP/80PxRXlsOHD2PUqFHo168fli9fDo1GA51Oh9GjR2Ps2LGoWbMmGjdubIXaERERERGRIyrIbSRHxCcAiIiIiIqgjIwMDBo0CF26dEHXrl1zvd2+ffsghMCQIUOg0Tya/0OtVmP48OEAgL179ypSXyIiIiIiIrIcOwCIiIiIFCT+G9/S2n8in3fMTJ8+HZcvX8Znn31m0XZPP/00ABgNF3T69GlpPRERERERkSkFtY3kqDgEEBEREVEhFhsba7QsICAAgYGB2W6zZ88efPDBB1iyZAlKliyZbTpTGjVqhPfeew+zZ8/GnTt3EB4ejjNnzuCLL77Am2++iTZt2li8D0RERERERKQMdgCQw/BbLY8RPsRjohTH13hiJDCfDGndhuZfSHFO8wX8nBguxWV/uCTFmTmMR158yR55wRLT6bKjzWG956YjUvz6cz2leE/Nnywr0ALj/E9I8bJ+8g9B5d65IG+gy2lvrCvz5i39a8/DodK6pBZpUuyrst68EbnR2j1ZiqNmy/Mp3J9bX4rdNu6XMxAi74UnJErh5bRiBgnO5z1vK/BUy++NzlX+54uPs1FBlnU3ihL5AkC3bt2M1k2fPh0zZswwud3Dhw8xZMgQtG7dGkOHDs1T2Y0bN8bGjRvxzTffoGrVqoiNjUXZsmXRrFmzPOVHRERERERFh9JtJJKxA4CIiIioEIuOjkZYWJi0LCAgINv0kyZNwo0bN7B169Zs05izZ88etG7dGsOGDcPOnTvh5OQEnU6HN954Ax06dMBvv/2G1q1b5ylvIiIiIiIisi52ABAREREpSAcVdFDg7pb/8gwLC0N4eHgOqR9JTk7GwoUL0aNHDxw5cgRHjhwBAJw48ejprV27duH27dvo0qVLtnksXrwYmZmZmD17NpycHl1KqtVqvPPOO5g/fz6ioqLYAUBERERERNlSuo1EMnYAEBERERURarUaXbt2hVarxbJly/TLs+YR2LRpE/bt22e2AyA+Ph4qlQo+Pj7ScldXV7i7u+PevXuK1J2IiIiIiIgsxw4AchgiI12KSyySx9kv8cRrtZubtO6lDf2k+Lfqa6XYWaWR4o5e8jj3P9RvL8UeV6/lWF8laUrJEz+2LX3aZmV7qF2kuEabM1Kc9ImXFGsT7itep+xo5apCY+eeYsPzbH2lLVL80rQGUnzhSLAUZ165mueydeXlSUBb+OzJJqV9NHaTR/n3n3NZii8ubijFxdcel2JdojzHAZEtCYXGtxR5yNPNzQ3R0dFGy+fOnYvXXnsN//vf/xAZGalfnpGRgU2bNiEoKAgNGjz6DmrQoAGio6OxadMm9Oz5eI6ZP/74A4mJidL2REREREREhgpSG6koYAcAEREREZn08OFDdO/eHV27dtV3HIwdOxbR0dEYNmwYDh06hKeeegpnz57F/PnzUbNmTbz22mv2rTQRERERERHpqXNOQkRERER5pfvv7hYl/qylUqVK6Nq1K4oVKyYtd3Z2RteuXfV3/wOAt7c39uzZg6VLlyI5ORnr16/HvXv3EBUVhYMHDxrlQURERERE9KTC0EZyJHwCgIiIiKiI69q1K7p27Wq03NPT0+SQQSqVCr169UKvXr1sUDsiIiIiIiLKK3YAUJGkS02VYudpflJcecRoKf6lzSdSXM1FHse+8mR5ToC/wxpJcbnl56U488bNXNcVAJxCyskLMjLl/K7fkOLbrcpI8UC/7w1y9LSofEukiQwpPrqzshSHPPhbsbItFfK9PFfDFwNqSPHrxf+1ZXVyVN/7nBSf868gJ7iSj8yPyfv6yu/9pbhtpy+k2HCuB1v7oeJ2Kb76zs9S3O/hJCn2XLNP8ToRZUcnoMidKDph9SyJiIiIiIgUxzaSbXEIICIiIiIiIiIiIiIiB8QnAIiIiIgUJKDMWJQCHN+SiIiIiIgKH7aRbIsdAEREREQKEkIFocTFLSe4IiIiIiKiQohtJNtiBwA5LrVGCjVej8e916WlyWn3HJXCKgfk8c27vCuPJ/7v4AVSvKTcn1Kc/PLvUtzyxngp9ltufg6AhCENpbj9pF1SHJ/hIcU7r1aV4nfCv5Hiys7Kjfkfr02W4no/TJTiKgsuS3Gm0ElxWqd6Unx9ULoUux2Q6x78xSEpNpzPwRKZF+W6bbstH8eCNgfA2dQgKVbfS5Ri+chaRhh8Jqp+Iee9rZWfFHfxlN93eyvjJM/Lce0ZeeC/ymtsWRsiIiIiIiIiooKBHQBERERECtJBBZ0Cj6IqkScREREREZHS2EayLU4CTERERERERERERETkgPgEABEREZGChFBogiuOb0lERERERIUQ20i2xQ4AchwGY/7fHVlfiquPOKF//efZcGld1ffl8c61p+Sx38v8niHFJ/qmSHG4i7vZqqmEMLte4+8vxcGjYqV4ZsAJmFV6v/n1ClqUUFOKq3x+Q4ozr16TYqcywVJcbdZhKd4RdECKzzZ6KMW98JoUB330V+4rC0BTqaL+9cU+paR1USFfWpSXrY303yPFI56KlGIXg2OdH6oUeS6GZJ2rQYqCNQdAkk6eC8LnNP95IyIiIiIiIiLiLyREREREChJCpcidKLy7hRySkwZwZhPF1tz/jbN3FagAMLzdAwA8bV4LItM8cpHGP+cklEemxg/3i3sgx/kpoEL5/GxNJmjS7wBX7V2L7LGNZFucA4CIiIiIiIiIiIiIyAHx9hoiIiIiBekEFBnfUmd+dDkiIiIiIqICiW0k23K4DoCTJ0/ihx9+wMaNG5GUlITo6GhUrVrV3tUiG3AKDpLiHuN+l+KpJc48DsrvktZVfPCCFFcaJ+ft9ucpKX524wQp7tjgiBRvOvy0FFfbel6KtTAvU2hySGGeVuikOEmkSbEzHufvoXaR1mUIuXbOKvN1uZHuK8XiQWI2Kf9b7+EmxZFe58ymr+wsP3j8+vOrpXhuWl8pLvnl33J5mZlSfHHO44dH/46cJ63zUst1K2g81fI/jklB8ld4MWsWFndXCj+70FKKe9b4UYpzOk9yci4jSYqf2TRRzv+BnH9kc3lejN3/VJHiat/J83jk9JkjIvu5fPkyYmJi0L17d7i5FezvYSIiIiIiImtavnw5GjVqhNDQUMXKcKghgKKiotC7d28AQEREBM6cOYPU1NQctiIiIiJSTtb4lkr8OYK4uDgMGDAApUuXxrhx43DkyBF7V4mIiIiIiBTENtJjixYtQqVKldCyZUusWLECKSkpVi/DoToAhg8fjhMnTmDGjBkICQmxd3WIiIiIKAe1a9fGli1b0KxZMyxYsAC1atVCnTp1EBUVhYSEBHtXj4iIiIiISDGrVq3CW2+9hTNnzmDw4MEICgrCmDFjcPDgQauV4VBDALm7u9u7ClSAOKszc070n84ND0nxuZByUpx58bIUV550RIrPu8tDFlRJ+UeKtWnyEDyGtPHxUpzxVi0pDhs9XIpL+MvD7IyuKA9p9NGpZ6TY8ycfKU4s+7jvLzNCHnol4478OVrb8VMpjnB1leLniu+W4v5DJ0lxmY23pDh2WKAUt/IwnJbeE+YM9JaHpjk1Si7/0I/yUFDaW7elONj/vv51QR/yx1CgRj42bV6OkeIjf1WWYu2Z2DyXpU24L8Xeb5WV4spj5GGzfm/9sRRXcPayqLxnfh8vxVUnyp8hncFn6I63txRXSbPsM0dkSwIqRca3FCh8d7eYolKp0K5dO7Rr1w5XrlzBokWL8NVXX2Hs2LGYNGkSevbsiREjRqBly5ZQqRxjn4mIiIiIijK2kR4rU6YMZs2ahWnTpmHdunWIiorCggULsGDBAtSsWRMjR47EwIEDUaxY3gd+dqgnAIiIiIio8CpbtizeeecdXL58GatXr0atWrXw3XffoXXr1ggLC8P777+PBw8e2LuaREREREREVuXk5ITevXvjjz/+wKlTpzBu3DicOXMGL7/8MkqXLo3+/fvjwIEDecqbHQD/uX37Nk6cOCH9xcbm/e5ZIiIiIgAQQrk/R3Xx4kXs27cPp0+fBvBobqfU1FRMmTIFVatWxYkTJ3LIgYiIiIiICiq2kbKXmpqKffv2Yd++fUhNTYWvry/q1KmD1atXo379+pg2bZrFebID4D9RUVF46qmnpL9u3brZu1pERERERYJWq8W6devQtm1bVKlSBV988QU6d+6MvXv34vDhw7h69Sp27NiBoKAgvPvuu/auLhERERERkdXExsbi1VdfRXBwMIYNG4a0tDQsXLgQ165dQ0xMDK5du4YpU6Zg9uzZuHHjhkV5O9QcAPkxZswY9O7dW1oWGxvLToBCRHvjphT/NKeNFMeOfzz2/MIye6R1HwXtleJa84ZIcbkRvnJZBuOjW3u8cfXuw1IcKg9zD5WzixT/ULGZFJe5clGKdcnJUizvjfm8u7uNleKz7RdKcbiLPGfAz+M/kOJ9L8hjxxuO+W84rr2lvDWpUqxSm+/XvLrrcX2uVpLnPwjQyPMbuKqc81U3pY0r/pcUd6/XSIp98zEHgCFx4LgUV5vkL8XPr+kvxVurbbCsgHT5fRNanUEF5G58bdJDeb1Oa1l5RDakgwo6BcaiVCJPe0hKSsK8efOwaNEiXLt2DSEhIZgzZw5GjhyJEiVK6NOpVCo0b94c8+bNw+TJk+1YYyIiIiIiyg+2kR777bff8NFHH2Hr1q1wdnZGz549MXbsWDRu3FhKFxQUhNmzZ+OXX37BxYsXERQUlE2OxtgB8J/AwEAEBgbmnJCIiIiIrOb06dOYMWMG2rVrhy+//BIdO3aE2kxnboUKFdCrVy8b1pCIiIiIiEgZs2bNwpUrV/DOO+/gueeey/H36SFDhqBkyZIWlcEOACIiIiIFCaGCENa/E0WJPO2hQoUK+PfffxEaGpqr9OXKlcNrr72mcK2IiIiIiEgpbCM99sknnyAiIgIajSZX6V955RWLy+AcAEREREQKEkIFnQJ/hfHi1hS1Wo1z585luz4+Ph6//fabDWtERERERERKYhvpsYSEBMTHx2e7fvv27bhz506+ynCoJwCOHj2Kvn37AgDu3r0LAOjevTtcXV3h7++PPXv2mNucCjmRmSnFvt/J4/qfvxShf71l2SFpXXsPeQz/eU//IMUfVe4nF/b3sTzW0jpERroUa6051rtB3tVny18yVV1HSfGSht9IcVM3Dymu4G34JZa/Mf8N9fKR50vYXKuFFLsazA0RMu/xezfgyERpXaqf3Ntac8w/Ury4bEwea2kdWiGPiz/1egcpLv7ndSmWPxHWpXKT50uo5nszm5S5s67t51LcZ9YEKXa5L/8jnlxV/sxW/EaeI0CzQz4vDOcQIKKC49y5c5g6dSratm2bp/VERERERESF1fTp0/H++++jSZMmeVqfGw7VAVClShVER0ebXOfk5FC7SkRERIWEEMr0QRWVfq3U1FRexyno4sWLSEhIQMWKFeHj45OrbRISEnD69GmT66pWrQo/Pz8r1pCIiIiIHA3bSLlnjfaQQ7Wm3NzcULVqVXtXg4iIiIjMSElJwZkzZwAAZ8+eRUpKCo4cOWKULjk5GVFRUShTpoyNa+j4jh49iiFDhuDatWsoXbo0YmNj8dxzz2HevHk5jj/6559/4tlnn0W1atWMOg0++ugjNG7cWMmqExEREREVarGxsUhKSgIAPHz4ELGxsfDy8pLSaLVanDlzBseOHct3e8ihOgCIiIiIChoBZSajKsw3t5w4cQL16tWTltWqVctkWg8PD6xbt84W1Soy7t27h7Zt26JOnTrYt28f3Nzc8Pfff6N58+Zwd3fH+++/n6t8oqKi0KJFC2UrS0REREQOp6i3kYYNG4aYmMfDTA8fPjzbtL169WIHAFFuuVy9p399OaO4wVp57PSbmb5SrElIlmKtVWtWsGWevyjFlYbLx+qNvs9L8ZfvfCLFEa7yWPHWVs7JXYpT/eW7Fg1L1yUm6l+7//y3tM7dIO2xzEgp/vvdHVJcxVkeZX/VgzApruF2RYobu+Vv3vXbWvk8PP1JuBT7XJTnvVCSSJXH4D/7IFBOUNqy/AzPk7NDF1i0/aQataX4VMcAKdbeum1ZhYhIUaGhoVi1ahUA4Pz581iyZAlmz55tlM7Pzw+1atVCyZIlbV1Fh/bFF1/g9u3b+OSTT+Dm5gYAqF+/PkaOHIn58+fjjTfe4DA+RERERFTkHDt2DLGxsVCpVKhUqRLCw8Nz3igPZs6cibi4OADAjBkz0L9/f1SpUkVK4+LigpCQENSuXdtUFhZhBwARERGRgoRQKXN3iwJ52oq/vz/69esHALh58yaCg4P1MSlv8+bNKF++PCpVqiQtb9u2Lb744gts27YNvXr1yjGfuLg4HDp0CJ6enggLC8tx6CAiIiIiIqDgtZFiY2MxcOBAnDp1Cq1atYJOp8P27dtRq1YtrFy5EuXKlbNqPVu3bq1/rdVq0bx5c0WHPWUHABERERHZTalSpTB06FB7V6NIOXPmDGrWrGm0vGLFigCQ7QS/hkaOHIny5cvj4sWLcHFxwWuvvYbXX38dKpX5htft27f1dzxliY2NzWXtiYiIiIisa8SIETh9+jSOHTuG8uXLA3g0V1mtWrUwevRo/PLLL4qVPXDgQMXyzsIOACIiIiIF6YQKOgXublEiT1tITk7GyZMn4enpiWrVquljc7LSknXcv3/faJIxAPD29tavN6dUqVJYv349OnfuDJVKhfT0dMycORNTpkxBcnIyZs2aZXb7qKgozJw5M+87QERERESFWkFrIx0+fBiRkZH6H/8BoHLlyqhVqxYOHz5sreoBeHQzTmJiIqpWrQovLy99bE5W2rxiBwAVGellH4/7H+561WCtPDZ7X+8bUvzOSHl888oL5VkAMi9ckrMTlk07ojIY/1zt4yPF2jt38pW/NYmMdCkutveWFG99WF2KI1zPWbX8eINx8GtvnCDF1f+8JsXyKP2W8V21X4on3xsjxRle8nnjt18+b1Y91UmKR85dK8VDfAze1xxkGMSuCfabjUIbHy/FZ8+Hygmq2rAyAFr5yj8eHq02QIqd7j6eA0Rk5uessD71f+NvZ9GlptqpJkS2cfLkSdSrVw916tTBgQMH9LE5WWnJOpydnaHVGv8bkvnf96Ozs7PZ7evWrSvFLi4umD17Nnbv3o25c+diypQpcHc3nFnnsTFjxqB3797SstjYWHTr1i2Xe0BEREREZD1169bFmTNnkJqaqp8jKykpCbGxsahfv75Vyxo5ciRiYmKwe/duNGnSRB+bk5U2r9gBQERERKQkoVC/rf36gvMlLCwM69atg7+/vxSbk5WWrKNUqVJGQ/AAwJ3/bjgoVapUnvJt0qQJdu/ejXPnzuGpp57KNl1gYCACAwOzXU9EREREDk7hNpKp4SUDAgKyvQZdunQpBg8ejObNm6N///7Q6XRYsWIFqlWrhgULFli1inPmzMHdu3dRvXp1KTYnK21esQOAiIiIiGzGz89PutPbMCbl1a1bF5s3b0ZmZiacnB43B44cOQIAOT6RkZ34/54O8/T0zHcdiYiIiIjyylT7Yvr06ZgxY4bJ9D4+PqhSpQrWr1+P7du3Q6fT4erVq6hfv75+mExradq0qdlYCewAICIiIlKQECoIBca3VCJPe7h8+TJiYmLQvXt3/eO2pKzBgwdjzZo1WLNmDfr16wcAEELgm2++QeXKlREZGalPGx8fjzNnziAkJET/ZEBSUpLRGKR37tzB2rVrUbVqVVSoUMF2O0NEREREhY7SbaTo6GiEhYVJ6wICArLZRqBDhw64fPkyDh06hDJlygB41E6pV68eTp8+jR07dli9rlmWL1+ORo0aITQ0NOfEecQOACoynI+d178eEi2P5b6+x3wpDneRx609PuhTKX6nXW0pXrmzsRQHHJC/xPwNxpLXBJSQ4n/Hyw3ltq0PSfHv6xtKcak9aVJ8o7E8h0DpP+X1zruOSbHhOP75cblnkBQ/77fSIEX2YwDnxft3Gklx9dkGY/5fleN80cnjI7tult9H+agbzzfgdvGyFH/8fGspHlJ3tUXV8VVrpPh6U/krPOyA/I+Z1sTwDtbiFFJOimtVvpRNStvo5CGPm3/y851S/PugBvrX4oj5yUatzXCOj5vP15Hi5MZJUiwuy3fOetyQv09Kzf/LirUjsr+4uDgMGDAA/v7+GDhwIEaOHImIiAh7V8uhdenSBX369MGLL76IxMREhIaGYtmyZTh06BB+++03qFSPv3d27tyJ7t27Y/78+ZgwYQIAoEePHggNDUXTpk0RFBSEs2fP4oMPPkB6ejqWLVtmn50iIiIiIvpPWFgYwsPDc5X2+PHj+PvvvzFlyhT9j/8AUK5cOQwZMgRz585FbGysUYeCtSxatAhDhw5F8+bNMWrUKPTo0cPsfFp5oc45CRERERHlVdbdLUr8OYLatWtj+/bt6NixI5YsWYJatWqhTp06iIqKQkJCgr2r57BWrVqFuXPnYsOGDZg5cybc3d1x8OBBNGvWTEpXrFgxNGjQAEFBjzv8N27ciIYNG2LLli2YMWMGNm7ciBEjRuDUqVNo0KCBYVFERERERJKC1EZKTEwEAHh4eBity1qWlUYJq1evxuzZs3Ht2jUMGjQIpUuXxtixY3Ho0KGcN84ldgAQERERkd2oVCq0atUKK1aswI0bNxAVFQWVSoWxY8ciKCgIgwYNQkxMjL2r6XDUajVGjhyJ9evXY+fOnVi4cKHJu6SaNWuGvXv3om/fvvplLi4uGDJkCL799lvs3LkTGzZswJtvvpnnyYOJiIiIiOylZs2a8Pb2RnR0NLTaxyNBZGRkIDo6GsWKFcv3JLzmlC5dGlOmTMHZs2exc+dOdOnSBcuWLUOdOnVQq1YtfP7553j48GG+ymAHABEREZGChIJ/jsbX1xcvvvgiDhw4gKNHj+L5559HdHQ0xo8fb++qERERERGRlRSkNpKnpye+/PJLnDp1Co0aNcK8efMwd+5cREZG4sKFC1i8eDFcXQ0HgVZGs2bN8M033+DGjRtYuHAhhBAYN24cDh8+nK98OQcAFRnahPv615WmyB+czl4vS/E3zyyW4rou8lfIu4HymPrv9pbjv7tkSPGrg/pIce0SV6R4ReBaKfbXyI8d3X9hhxRfGik/0lTFWR4b/s8h8iSKr3zxghQHfbzvcWAwzr2lHlaW5xPwVVt3nDJDFx4Wl2LxQLnHsPLNYMx+F6f8HWvDY/vn4LlS/GbrtlK8Y6c8d0Tl+Rf0rzNv3MxXXW60D5biPaGfGqRwzlf++dXO64QUb/Voon9t60FT7g6U5wz54dUPpbiyszzmv6F4bbIU95vfKJuURI7jwYMH2LdvH/bt24eHDx9Co9HkvBEREREREVEeDBgwAK1bt8bq1atx/vx5qFQqDB8+HP369UOJEiVyzsDKjh8/jn379uHcuXMAkO/2EDsAiIiIiBQkoMx4/cLm3VnK27VrF77++mv8+OOPSE5ORs2aNfHpp59i0KBB9q4aERERERFZSUFsI5UsWRIvv/xyzgkVcuvWLXz77bdYsmQJzpw5Ax8fHwwYMACjRo1CvXr18pU3OwCIiIiIlKTUeD0OMgZQUlISPvvsMyxduhT//vsvfHx8MHjwYIwcOTLfF7pERERERFQAsY2kt23bNnz++efYtGkTMjMz0bhxY7zxxhvo06ePyYmJ84IdAERERERkN6dPn8bUqVPRpEkTvPnmm+jdu7fVLnSJiIiIiIgKshkzZuDff//FhAkTMGrUKFSpUsXqZbADgIokkZYmxVVfNhjTv9ZQKb7QXf4h4qc+86X4aRd5zP36rvL457tqrMuhRuZ/6DAc+/1pF/O5tXaXx5ov3uGaFKujHtdPl5q/cekDd8j7erutPDN5oMb8+OaW6hu4X4q/KtdRTnD8gVXLM0dlMAnMnSHyWO/x1eSu50VV5Lkl8svw2C4uGyOX33+rFD/XsIv+9YPXa0rrVH8dtahsdaYca4VBN7vjjUySZ0ll5IOR05j/hgznBKHCRwgo83hrIby7xZQKFSrgzJkzqFy5sr2rQkRERERENsA20mPz589HREQEnJ2Vm0uRHQBEREREZDfFixdH8eLFc05IRERERETkYGwx7Ck7AIiIiIiUJBS6E6UQ3t0CAMnJyTh58iQ8PT1RrVo1fWxOVloiIiIiInIARbiNdObMGSQmJqJq1arw8vLSx+Zkpc0rdgAQAdClpkqxao88HErYUXkIjn4VR0nxyUYrlKlYHl3OTJLi+z+VlmKX1EtWK8v9jjwWTKrCz1vd1cpfeCo7Pt8VN0we8mfV1LlSbOlQL9ZmOHTMmtBt+tc1J/eX1pUeKNdV91AeyslQ4IZzUty6p5zfnpo/5bqeSvgyroUUO5+/qX9tMHqR4tQZcpysS5diD3UOY3oROZiTJ0+iXr16qFOnDg4cOKCPzclKS0REREREVJiNHDkSMTEx2L17N5o0aaKPzclKm1fsACAiIiJSkBAqhca3LJyTbYSFhWHdunXw9/eXYnOy0hIRERERUeFXlNtIc+bMwd27d1G9enUpNicrbV6xA4CIiIiIbMbPzw/dunXLNiYiIiIiInJUTZs2NRsrQa14CURERERFmVAp9+cA4uPj8dtvv+V5PRERERERFTJsI+lt374dd+7cyfP63OATAES5oZK/QJyctHaqiGlJOnkOg5ZrXpXiysv/kWLh9Pijr65QzmzeuguX5W0zbT2CumyA93kpnje9tRRrDjeS4hLH5fq6bTr4ONDl731MLiWfFxWc3PKVny1Flr4oxVd9fKU4pzkAtLduS/H9v8KkOKmGfE56qW17bH7fXEuKy9/cY9PynxSy+roUh4eOkeLTHRZIsavKWfE6ERUk586dw9SpU9G2bds8rSciIiIiIiqspk+fjvfffz/bMf5zWp8b7AAgIiIiUpAAoMR85fabAt22UlNT4eTES1YiIiIiIkfBNlLuWaM9xNYUEREREdlUSkoKzpw5AwA4e/YsUlJScOTIEaN0ycnJiIqKQpkyZWxcQyIiIiIiImXExsYiKSkJAPDw4UPExsbCy8tLSqPVanHmzBkcO3Ys3+0hdgAQERERKUlAmVtRCvHtLSdOnEC9evWkZbVq1TKZ1sPDA+vWrbNFtYiIiIiIyBaKeBtp2LBhiImJ0cfDhw/PNm2vXr3YAUCURePjI8XpdeQxye9WezwG+f1weez34G0GeaXppDi+sjwm96qIjwxKd7egptZ3IM1DikPXpEix4XjuonGE/nWDqP3SumCXeCmOiuomxaW//1eKr7TTSHEJtUuO9c0Pw7HkTzdZLicwGBJt0o3aUnzq7xL614bj2FsqeKc8zv0/w+Tzqo6rfGzsTSsen9e/Haohrat842+L8lK5usoLaj6QQluP+W8opIk8d4X6ie8H7YMHhskVlXn+ohRX/Uz+vljTtJQUD/S+q3SViOwuNDQUq1atAgCcP38eS5YswezZs43S+fn5oVatWihZsqStq0hERERERKSImTNnIi4uDgAwY8YM9O/fH1WqVJHSuLi4ICQkBLVr1zaVhUXYAUBERESkICFUEEKVc8I85GsNt27dwssvvwytVos5c+agUqVKZtP/9NNP+h/vTenfvz969uxpNg9/f3/069cPAHDz5k0EBwfrYyIiIiIicmwFvY2ktNatW+tfa7VaNG/eXNFhT9kBQERERFSEPffcc9i8eTMyMzPx6quv5tgBEB4ebvLH+vnz5+Ovv/7CiBEjLCrf1dUVQUFB2a6Pj4/H/v370bZtW4vyJSIiIiIiKuhKlSoFN7fsR1HYvn07atasiRIlSmSbJifqPG9JRERERDkTCv7l01dffYXff/8dL7zwQq63qVq1Knr16iX9dezYEcePH0e5cuXQvn17i+pw7tw5TJ06Nc/riYiIiIiokCnAbSRbmz59Ok6fPp3n9bnBJwCo0FJ7ekrxmS9CpfinJgukuLzT4/HZvdTy+OV3npXHzJdHcgc8VXJfmb/GAwXJ/pQKUux0Wx7j3HB/rjd9XP9pJY5J6zQG+1p/4nwpXjassRQvCpgrxR5qedZye6vicVOKT3uUzXtmKvlRsgfl5fPIT51usIGy8yHki4s8z4XKSf7nQGRmmt1cbTDnRrD/fSl+cr4BwPi8Utr8ij9K8fPPvKJ/7bF2n03rYii9uPz9UdXlhkGKAnzekEO5cOECXnnlFcyePRsZGRn5ymvNmjV48OABJk2aBLXaup/31NRUODnxkpWIiIiIiIoea7SH2JoiIiIiUlBBHN9Sp9Nh6NCheOqppzBu3DjMmzcvX3VZsmQJNBpNrof/SUlJwZkzZwAAZ8+eRUpKCo4cOWKULjk5GVFRUYqOh0lERERERLZVENtIthQbG4ukpCQAwMOHDxEbGwsvL/mGWq1WizNnzuDYsWP5bg+xA4CIiIhISUo9ivpfnrGxsUarAgICEBgYmO2mc+fOxb59+3D48OF837EfGxuL3bt3o1OnTrm+MD1x4gTq1asnLatVq5bJtB4eHli3bl2+6khERERERAWIwm2kgm7YsGGIiYnRx8OHD882ba9evdgBQERERFSUdevWzWjZ9OnTMWPGDJPp//nnH7z99tt48803Ub169XyX//XXX0MIgeeffz7X24SGhmLVqlUAgPPnz2PJkiWYPXu2UTo/Pz/UqlULJUuWzHc9iYiIiIiICoKZM2ciLi4OADBjxgz0798fVapUkdK4uLggJCQEtWvXznd57ACgQksbUUmKv2v8lRRHuMrjs5sT5FSwxq231CCfo1K8tn4bKfaJvSDFJY49Hut5Q7I8lns3zyQpNjyOHwcdMCi9YB+7vt7npHhZ/S76194XLlmUl6Z4MSmu+9JhKQ51LtjH4slx+Kc0/EVaF10hUoq1/543m5f2v3+o9HlPDpfiT74Jk+KJxcznZ21XMn2l2C3OcH4G+7naWh7j/ymXwvGIIuWH6r8/JfIFoqOjERYmf+YCAgJMbqHT6TB48GBUrlwZU6ZMyXcNtFotvv32W5QpUwYdO3bM9Xb+/v7o168fAODmzZsIDg7Wx0RERERE5OiUbSMVdK1bt9a/1mq1aN68uaLDnrIDgIiIiKgQCwsLQ3h4eM4J8WhM/X/++QcRERHo37+/fvnZs2cBAFOnTkVAQABWr16dq/y2bNmCa9euYdq0adBoNJZXHkCpUqUwdOjQPG1LRERERERUmA0cOFDxMtgBQERERKS0AjIWpbu7O3788Uej5Rs2bMCxY8fQpk0bo0dPzVmyZAnUajVGjhyZ622Sk5Nx8uRJeHp6olq1avrYnKy0RERERETkIApIG8nWzpw5g8TERFStWhVeXl762JystHnFDgAiIiKiIkKj0aBXr15Gyy9evAgAaNmyJSIjHw8JlpycjCFDhqB+/fqYPHmytE1cXBw2btyIdu3aoVy5crmuw8mTJ1GvXj3UqVMHBw4c0MfmZKUlIiIiIiIqzEaOHImYmBjs3r0bTZo00cfmZKXNK3YAUKGleSiP6X05Ux6fPRL3bVkduzKcwyCtX7wUqzd4S7HrL49/RHnff5C0LmBWlBQ3dlOjMPNVu0vxzU6Pzxvv3I1w8ZhKPhaemrS8VsvuPNUGdVfn730Wh+S7dxdGt5PiiSMW5Ct/S3169Rkp1uw5pn9t75sMMt3lGqhRuD9jlAsCypx4NjiZ09PT8dNPPyEzM9No3bfffouMjAyLJv8FHg1ZtG7dOvj7+0uxOVlpiYiIiIjIARTiNlJ+zZkzB3fv3kX16tWl2JystHnFDgAiIiKiIq5Lly4ICQlB5cqVpeWenp748ccfERwcbLRNZGQk1qxZg86dO1tUlp+fH7p165ZtTERERERE5KiaNm1qNlYCOwCIiIiIlCQACJUy+VpJ5cqVjX78BwBnZ2eTQwYBQOPGja1XASIiIiIiKjoKQRvJkVitA0AIgcTERHh7e0OlUuANJCIiIiKHlpKSgitXriA5OVla7uHhYbKDgoiIiIiIyBHodDrcunULt2/fhhByT0alSpXg6emZ57zz3AGQkZGB9evXY/369di1axeuXLkCrVYLjUaDcuXKoVmzZujSpQu6dOkCJyc+aEDWJ06dk+Lvb9aX4j5hW21ZnQLlu6eXSvHQnpOk2P+bvfrXfj8eltYNbjtKis8/87WVa2df5Urdy/O22rvytj//FinF7w7+W4pdVc55LksJ0Q8fzxXx4ed9pXWlLh7MX+YG/zh5XLdvR/AzAaekeEvNJ+5UPnjCxrWRFTsuH5vkPvJ8Jr4qed6KcxlJiteJlCWE0UfEavk6ijNnzmDSpEnYtGmTyfWOMAlwXFwcdu7cibNnz+Lu3bvw9PREcHAwGjVqhKeeeoo30BARERFRkcE20mM6nQ5z5szB/Pnzs50LwOaTAGdkZODzzz/Hhx9+iBs3bqB48eKoV68eWrRoAR8fHzx48AA3btzAhg0b8M033yAoKAivvfYaXnrpJTg7F6wfw4iIiIjIvrRaLTp06AAAmD59OkJCQuDm5ialKVasmD2qlm86nQ5r1qzBggULsHPnTqM7ebIEBwdj1KhRGD16NEqVKmXjWhIRERERkb188sknmDFjBgYMGIAGDRqYbPtUrVo1X2VY3AEQHh6OhIQEDB06FIMGDULNmjWzTXvkyBGsWLEC7733HhYsWICzZ8/mq7JEREREhY6AMmNRFsK7W0w5c+YMbt++jUuXLqF48eL2ro7V7NixA+PHj8exY8fQtGlTzJ49G5GRkShfvjz8/f2RnJyM27dv49ChQ9i9ezc+/vhjzJ07F6+//jomT54MV1dXe+8CEREREZEy2EbS27x5M9599128/vrripVhcQfAsGHD8PLLL8PLyyvHtBEREYiIiMCMGTPwySef5KmCVHildawnxSkl5NMtuaTBo+6NEqTQPdpXigN+vyLF95qWkeKJpZfkoZaOqZqLhxSPn/KDFH97sqP+tfj7mLTO46R81yWesW7d7O32ztL612Vx0bKNdVopLPdrmhSf6quT4ogC9tvN5vga+telvzkurdOmpRkmt4jKYKi35Ob2HbZmnN95Kf68f3v969B8jnZkMbVGChPby8fGVy0P+WNoTGw/gyVXrVErogLD19cXpUqVcqgf/wHgrbfeQvPmzbF+/XqUL1/eaL2/vz+Cg4NRq1YtjBw5Eqmpqfjhhx8wa9YsdOjQAXXr1rVDrYmIiIiIyJZ8fX0RHh6uaBkWdwBMnTrV4kK8vLzw5ptvWrwdERERUaEnVI/+lMjXAQQHByMsLAyHDh1C7dq17V0dq9m8eTO8vb1znd7NzQ1DhgzBgAEDkJGRoWDNiIiIiIjsjG0kvWHDhuHHH39E586dFSuDs/MSERERkV2tWrUK48ePR/Xq1dGwYUOjpwHc3d0RGhpqp9rljSU//j/JyckJTk68RCciIiIiKgo6deqEGzduYOjQoejZsyfKlStn1B6oWLEiPDw8sskhZ1ZvXWRmZhoXwkYMERERFVEqACoFxqIsfPe2ZC89PR3p6emYOnWqyYly69SpgwMHDtihZkREREREZG1sI8m0Wi22bt2Kb7/91uT63bt3o0mTJnnOP9+/zGdmZuLzzz/HkiVLcOHCBTx8+NAojamGXGGyaMdphFcpYIN5FwLnMv6U4lDnnOeNeNLtuvK59GOiPON1Y/efpDiCk+Vlq6n7JSleXPzxOP9F7ah5X7He99GNhvJ8CdVc1FbLWwlXHvrrXwuRaN3MVfK++3snWzd/C2kM6qNzsd+/Q5qwECmeWGO7Rdt7u6RKsZXfOSK70+l0aN++PRISEvDmm2+ifPnycHOTv18dZX4AIQS2bduGU6dOIS4uzugaecyYMShdunQ2WxMRERERkaNZunQpXnrpJfTt2xf169dHsWLFjNJUqVIlX2XkuwNgwoQJWLBgAVq3bo1WrVrl+XFnIiIiIock/vtTIl8HcO7cOfz777+4ePEiSpQoYe/qKObq1avo2LEjjh07lm2abt26sQOAiIiIiBwf20h6a9aswaxZszBlyhTFysh3B8CKFSvw/fffo3fv3taoDxEREZFj4QRXZrm5uSEoKMihf/wHgOnTpyMlJQUbN25E/fr14e/vb5SGw2YSERERUZHANpKem5sbnn76aUXLyPd4FWq1Gu3bt7dGXYiIiIioiClbtizCwsJw5MgRe1dFUWfOnMG8efPQqVMnBAQE6Cf7ffKPiIiIiIiKlpEjR2Lt2rWKlpHvlkbXrl2xc+dOdO7c2Rr1IQdi6Zj/hgI1nlI81u+KQYqiNnq9bagM5vHWCp0UG46tXtAk69KlePy1llJc7FC8/rW8ZzlTObvIZVVKk2JXlbOFOSrrf3crSXHqnMfDSjgnWncyTZEhH/fMtQFSfKeGPKdHCYPPt7VdzkyS4pJ77XgXwO07Urj+Vk0pft73utnNF4esl+J+aGSdepHt8PFWs1JTUzF9+nRMnToVrVq1QsOGDY3G/Hd3d0f58uXtVEPrqFy5MjIyMuxdDSIiIiIi+2MbSe+pp57C3r17MXDgQAwcOBDlypUzujmofPnycHd3z3MZ+e4A+OSTT/Dcc8/h1q1b6NChA4KCgqBSFb7HLYiIiIjI9o4fP46GDRsCADZv3mwyTZ06dXDggHU7Lm1t8uTJGDduHJ555hn4+PjYuzpERERERFQADBgwADExMQCAlStXmkyze/duNGnSJM9l5LsDwMfHB+3bt8e4ceMwatQok2mEKITdL0RERETWwLtbzKpQoQKWLl1qNo0jzA9QtWpVfP7552jVqhXCw8NRtmxZozt7nn/+eU4CTERERESOj20kvTfffBO3bt0ym6Zy5cr5KiPfHQAzZ87ErFmz0KJFC1StWhXe3t75zZKIiIiIigiVSgUnJyc8/fTTik9+ZU/37t3D888/j4MHD+LgwYMm03Tu3JkdAERERERERYhGo4GPjw+6dOmi2Lxg+c71iy++wMqVK9G3b19r1IeIFLA7RR432f364/HRDcfBL70rUYr/N6SaFPfyPSTF+1PLSXGo820pjnTTWFJVi8Vrk6W49qYJUlxtbpwU62JP57ksTXF/KR5ZJybPeSkh+qE878bmyS2k2PW3/Tari9ZNHgrO2cZzRxjOxpAc8Lh8H7XBOanTKloX3cMUKb7zMNCi7f01HtasDtkD724x68qVK5g4cSKuXDGc68exzJw5E9euXcP69etRt25d+Pv7G6VxdeX8RkRERERUBLCNpDdnzhwMHjxYsR//ASt0AKSnp6Njx47WqAsRERERFTEVKlSAi4uLw//4fejQIcybNw/PPvusvatCREREREQFRNWqVeHi4qJoGfm+JbN79+74888/rVEXIiIiIgekAoQCf1DlWHJh4OPjg+HDh+Ojjz6yd1UUFRoaCp3O8Lk7IiIiIqKiiG2kLBMnTsTixYuRkJCgWBn5fgLgs88+w4QJE3D79m106NABgYGWDW1AREREREXXrVu34Ovri5UrV2LVqlVo1qwZSpUqBbX68X0qpUqVwqBBg+xYy/ybMmUKJkyYgNatW3POLCIiIiIiAgAcPHgQNWrUQFhYGLp06YKQkBB4eMhDAffv3x/BwcF5LiPfHQB+fn4AgCVLlgAA1Go1VCq5tyUzMzO/xVAhlCYypNhVZTgqN9nKutu15AX/Xso2rerQKSneNaKeFG8u10KKvf+Rx/y/X0vuBJzzv4VS3MzNXE0tt+KBPEdB9fdvSnHmxctWK0sIeTC5VF3BOqc33I2QYvc/5fkOlLzvVOUsP67m2+W6HKvdFSzdWJCTPB9CjxE79K//XhMircu8JtfV2tRh8hwcE8O2WbS94XcpFT4q8ehPiXwdwZUrV/Daa6/pY1MT5NapU6fQdwDExMSgbNmyCAsLQ+fOnVG2bFmjcT5HjhyJoKAgO9WQiIiIiMg22EZ67PPPP0dMzKM5JpcuXWoyTWRkpH07ACZMmJDfLBSRnp4OrVYLd3fb/uhERERERLkXERGBuLg4s2mcnQtWh2teREVF6Ts3vv76a5Np2rdvb/MOAK1Wi5SUFHh5eeWcWIHtiYiIiIiKsk2bNiEjw/yNf1k34OdVvjsA5s6dm98srOrgwYMYP348/v77b6jVaoSFheHDDz9Ehw4d7F01IiIiKorEf39K5OsAnJycUKJECXtXQ3G7d++GVqs1m8bwUV8lXbt2DS+//DI2bdoEjUaDYsWKYfLkyRg3bpxNticiIiKiIoxtJD1fX1/Fy8j3JMA52b17t9JF6MXGxqJVq1YoV64c7t27h8TERHTr1g1dunTBzp07bVYPIiIiIrLMvn370KdPH4SGhqJNmzYAgIcPH2Lq1Kl2rpl1uLu7w8vLy+zfk/MeKCklJQWtWrXCpUuXcP78eTx8+BAffvghJkyYgE8//VTx7YmIiIiI6LGkpCRMnz4dderUQalSpbBv3z4AwPLly7F///5855/vJwBiY2OzXXf16lX06NED9+7dy28xuTJz5kwIIbBw4UL9Y8jvvPMO1q1bhzfeeAN79uyxST3okdp7h0nxochlUlyY5gTYnqKR4mn/djWbvqRHohQvqfCzFPtrzN/hdzkzSYqfj+0rxS4a+Q7Cryv+JMWpBmPVn42uLMVBqfuyLVsYztlx4LgUehyQVxvey+hz/ZYUD235vBSf6PK5nJ9aHjveUptuPSXF6oT7+crPHN29BCn+cWMTKZ40VD6uOb3P1vb3jXJSXCbjvO0KF/IMA9fvWtaDfTbjoRS/+G9/Ke5dWh4TfLTfNYvyP5H4eEgNkZZm0bb5pUpOleJTqaXlBN7xUmg45r/hd2kZnLBa3YgKiujoaPTq1QuVKlVCWFgY7t69CwDw9PTEkSNHsH37drRu3drOtVTWgAEDsHjxYnh6eipe1qJFi3D27FkcOHAApUs/+k7q168fNm3ahLfffhujRo0y+zRCfrcnIiIiIqJHHj58iCZNmiA2NhYtWrTAtWvX9EMClSxZErNmzcKGDRvyVUa+OwAqVapkdn316tXzW0SuCCGwfv16NG/eHN7e3vrlKpUKnTt3xgcffIAbN25wYjUiIiKiAkQIgXHjxmHatGl4++23cejQIbzwwgv69T179sR3331X6DsApk2bhvPnTXfMJicnY/369Zg1axbCwsIUr8vPP/+MUqVKoU6dOtLyLl26YMWKFfj999/RuXNnxbYnIiIiIqJHoqKikJaWhtjYWJQqVQpNmzbVr2vbti169+6NhISEfM0DkO8OgMWLFxsty8jIwIkTJ7BkyRLMnDkzv0XkytWrV/HgwQNUrlzZaF3WshMnTrADgIiIiGxKJR79KZGvI4iNjUVaWhqmTZtmcn1oaCiWLl1q41pZ38GDB3H06FFpmRACt27dglarRceOHW3y4z/w6Jq4atWqRsuzrpmPHz9u9gf8/G5PREREREUb20iP7dixA2+99RZKlSplcn2FChUQGxuLunXr5rmMfHcAjBo1Ktt1jRs3xmeffYZevXrlt5gcxcc/GkLBx8fHaF3WZApZaUy5ffs24uLipGXmhjciIiIiovxLS0szenrzSffv34ezc+EZNjA7mzZtMrk8NTUVU6ZMwZEjR2xWl/j4+DxfM1tje153ExERERE9kpaWJl1bK9EeyncHgDmdOnXC6NGjlSxCL+vgCGHc1aPTPRqb2tzEalFRUTZ7WoGIiIiKEKF69KdEvg4gJCQE165dw8mTJ1G9enWjC96NGzciPDzcTrVTnpubG+bOnYvAwEDEx8fD399f8TJVKlWer5mtsT2vu4mIiIiKOLaR9CpVqoRNmzbh2WefBSB3ABw7dgw3b97McQj+nCjaAZCcnIzixYsrWYReiRIlAMDkhMNZdyFlpTFlzJgx6N27t7QsNjYW3bp1s14liYiIqOgR//0pka8D8PLyQs+ePdGlSxd8+umn+rEtExISsGDBAnzzzTfYu3evfSupMI1Gg1KlSuHOnTs26QAoUaJEnq+ZrbE9r7uJiIiIiji2kfSGDx+ORo0aoVixYhgzZgwAQKvVIiYmBqNGjUK/fv3g4eGRrzIU6wDIyMjAzJkzMXToUKWKkAQFBaFkyZI4efKk0boTJ05ArVajRo0a2W4fGBiIwMBAJatIRERERCZ89tlnaNu2LTp16gSVSgW1Wo1ixYoBAD766CPUrl3bzjVUVlxcHO7du4eKFSvapLyIiAjs2bMHQgjpDqMTJ07o1yu5Pa+7iYiIiIgeqV+/PubOnYtJkyZhzpw5UKlUaNOmDTIyMlCrVi3Mmzcv32XkuwMgJCTE5PJbt24hNTUVZcuWNZq47eLFi/kt1qTevXtj0aJFuHnzpn7ihPT0dKxbtw5t2rTRNyTJNg5FLpNiV1XhHb+3tbtWjp9ea2EOlvXUlXPykuItVU2PG/yYp9m1lbudleKHC1z1r3XJydI6lZPB10KEPMnfw3JyWd7/3Jbi+7XkBv037RdKsYfaxWxdLdWp5HEp3uJXU06QcN9qZamL+Ulx785/SrG/Jn89svlVP+iyFF83HCMuNVW5wlXycA+li1t23Cs7y+fV9urr812lJ4V739C//ts1xKp550R4uElxNbfrZtMbflcafpd2QT2r1ItsrBDeiWJLxYoVw549e/DDDz/gjz/+wIMHD1C2bFkMGDAAderUsXf1rGLjxo24c+eO0fL4+HgsXboUTZo0wfLly6V1zz77rCJP0/bp0we//PILtm7dirZt2+qXf//99yhVqhSaNWumX5aeno4HDx7Ay8sLbm5uFm9PRERERGQS20h6EyZMQOvWrbFy5UqcP38e7u7uaNasGQYNGgQXl/z/jpbvDoDIyMh8V8Ja3nrrLaxbtw59+vTBZ599Bg8PD0ybNg0JCQmYO3euvatHRERERNlwdnbGwIEDMXDgQHtXRREzZszAwYMHs11/7NgxrFmzRlq2f/9+RToABg0ahMWLF+P555/H0qVLERoaiqVLl2LLli1YvXq1NMnYL7/8gu7du2P+/PmYMGGCxdsTEREREVHOatSogTlz5iiSd747AL7//ntr1MMqSpYsib1792LatGno0aMHMjMzUbduXezZswdPPfWUvatHRERERZBKPPpTIl9Hk5mZiTNnzuDhw4cIDg5GcHCwvatkNT/99BNSUlIs2ia7J23zS6PRYMuWLZg9ezbGjh2L+/fvo2rVqvjll1/Qvn17Ka2rqyuKFy8Od3f3PG1PRERERGSIbSTTbty4gStXrsDDwwNVqlSx2o01ik4CbA9lypTB119/be9qEBEREVEu6XQ6zJkzB3PnzkVCQoJ+eZ06dRAVFYX69evbr3JWUr58eXtXQeLl5YU5c+bkeJdRhw4dTA5dlNvtiYiIiIjIvAMHDmDs2LH4+++/9ct8fX0xceJEvPXWW1Cr1Wa2zpnFHQBpaWlwdXXNOaGVtqPCqzCP+e9ougceluIVlR6P14ujp6R1onY1KW7+1d9S3Mv3kBTvTy0nxaHO8pwAkW4ai+pqqUE+cv3nvdFOiqvNlcvXxl7Ic1lPTnQIAG7qjDznpYRnix+R4o+b9Jdi1837FStbZKRL8f31peW4unzXq6/aHUq6kZkkxWu/bqF/XerGPkXLNqSLvSTF82KfkeJ+tX40uz2/Sx2AgDLjWxbyu1ueNHnyZMyfPx9du3ZF06ZN4efnh8uXL2P58uVo1aoV9u3bh/DwcHtXk4iIiIiIrIFtJL3Tp0+jZcuWCAgIwLRp0xASEoL79+/jzz//xMyZM3Hv3j18/PHH+SrD4u6DSpUqYdGiRUjN5WSSqampWLRoESpVqmRx5YiIiIjIsT148ACffvopVq5cibVr1+KVV17B8OHDMX36dJw6dQqRkZH48MMP7V1Ni3377bfS0wy59fPPP+PixYv/b+/O42ws/z+Ov88sxswwizGDsTP2ff0SkT1ZI1shS9YK7aUQ9U0L1VdFKaRIRCFaKEVEtChLlhFZxyCMmTFjlvP7w8/oOjPGLGeZOfN6Ph7n8Tife7nuz9xz5sy5znXfn8vu+QAAAADIe1577TU1bNhQ+/bt09SpUzV06FBNmDBBy5cv1yeffKI333xT586dy9Uxsj0A8NBDD+mJJ55QyZIlNWLECC1ZskQHDhzQpUuXZLVaFRMTowMHDuijjz7Sfffdp5IlS+rJJ5/UQw89lKtEAQAA8iWrAx9u4O+//1ZYWJj69euXbp23t7cmTJigyMhIF2SWOytWrFDFihX16KOPateuXZlue+HCBc2dO1eNGzfWPffco6SkvHWHGQAAAGBX9JHSREZG6sEHH1ShQoXSrevVq5cqVKigw4dzXs1CykEJoIceekiDBw/WnDlzNHfuXL333ns33LZ8+fJ6/PHHNWbMGAUHB+cqUQAAALifMmXKyGq98Sf1xMREVapUyYkZ2cdnn32mefPmadq0aZo5c6ZKly6tpk2bqmzZsgoODlZ8fLzOnDmjnTt3ateuXfL09NSgQYP0+eefq1SpUq5OHwAAAIATVKxYUVeuXLnh+uTkZJUrV+6G67MiR5MAh4SE6JlnntHEiRP1+++/a/PmzTp69KguXLigoKAglS9fXrfeeqvq1q2brmY2AOe71desQf5ueJG05z6/m9uebFXUiJ8IMWvse1r8jbiqt+1tSI6t+W8r2NPPiPd0fdOIxzdoY8THh1dPe566e1+2jpVy7rwRz/ulhRE/0yl77dlbT3+z7v3+l7834q9TWqc99173s0Nz8Uwwv8xLsqY69Hi2bK+d9Tvzr+Onpjg1Fw9/c76DMJvf082cT4m3ZzpwAYv16sMR7bqD4OBgDRo0SLNmzdK4ceOMdZcuXdLs2bM1a9YsF2WXcx4eHhoxYoSGDRumzz//XMuXL9emTZv02WefpW3j7++vZs2aafr06RoyZIhCQ0NdmDEAAADgHPSRrnv00Uc1ZswYde3aVQEBAca6OXPmqHfv3goLC8vVMXI0AHCNh4eHGjRooAYNGuQqCQAAABRMp0+fVvHixfX+++/ro48+0q233qrAwEAdPXpUK1euVK9evfTll1/qyy+/TNunZMmSGjhwoAuzzjpPT0/17NlTPXv2lHT1joZz587J399fgYGBrk0OAAAAgEvt3LlTNWvWVEREhLp3767y5cvr0qVL2rx5s+Li4jRw4EDNmDHD2GfAgAEqXbp0lo+RqwEAAAAA3ITVcvXhiHbdwLFjx/TYY4+lxT/99JOx/p133km3T6NGjfLNAIAtHx8fhYeHuzoNAAAAwHXoI6V58803tWXLFknSvHnz0q1//PHH0y1r1qwZAwAAAADIH+rXr68zZ85kax9vb28HZQMAAAAAzrN27VolJdkWMs5cUFBQtrZnAAAOcyjJrHNd2bvIDbbMWHRKnBF/cqm6EbfwjTTi+j4+2WofGbPavCt4Wjxck0gO+XmYs6a/W3aLEf+n4Zi050G7s9e2NcmclMXvoPmaS+xovmH7WFz7BdUTIQeNeONTVdKeW7eacz2kXrqUq2NZvM3z7tXL/DKvuKc5d4SjlfMy329ON7teCDDgI6emIoUVN8LuJbZma/cRR7rbLDmby4TgEvmwFqWzeHl5qXjx4jffEAAAAID7oI8kSU4pC5q/vtkDAAAAAAAAAABZwh0AAAAAjmSVLI64uoUrZgAAAADkR/SRnCrXdwBs2LBBVitnFwAAAAAAAACQP+3atUuPPPKIunTponvvvVerVq1ydUp2kes7ANq1a6dKlSpp6NChGjJkiMqUKWOPvPKUkbdVVxGL4+sxuZvEO5oY8eXi5sstvoTNzNy3XDBC35XmOQ/dcMyIF93axYinTjNnyu7ol70JNNzZD5fLG7HPuQQXZeJ6l8pef90F5bKtUlvN8/jniFQjrp/HpqUo638+7fkxe89PYDV/9vOX/Ozbfjal2OTjccVygy0dLyXyiBG/uqudEY9s+WGm+1+6UtjeKcHZrHLMlShcf5GvTJ8+XXFxcZo0aZJ8Mpi3aPr06brnnntUrlw5F2QHAAAAOFEe7CPNmjVLTz31lMaMGaOxY8cqMTFRH3zwgQ4cOKDHHnvMfjm6QK7vAPjggw8UFhamSZMmqXz58rrjjju0YsWKbM9eDAAAALirFStW6L///a/at2+vc+fOZbg+OjraBZkBAAAABdu3336rCRMmaNGiRZoxY4a6dOmiXr16acWKFRo1apSr08u1XA8ADBo0SFu3btVvv/2m4cOHa9OmTbrrrrtUunRpPfLII9q7d6898gQAAMiXLFbHPdzJTz/9pL59+6py5crq0KGDJCkuLk4TJ050cWb2c//992vbtm1q3ry5IiMjXZ0OAAAA4BJ5rY80depUNWjQQHfeeWe6dQEBAbn8aW8uNjZWU6ZMUaNGjVSyZEn99NNPkqQPP/xQO3bsyHX7uR4AuKZ+/fqaO3euTp48qVmzZik0NFSvvvqqatWqpebNm2v+/PlKTEy01+EAAADyB6sDH25i5cqVatGihXbt2qWIiAidP3+1ZJm/v7927typb7/91sUZ2seQIUP0xRdf6PTp02revLl+/PFHV6cEAAAAOF8e6iPFxMRoy5Ytat26tZYtW6b+/furU6dOGj16tH7++efc/JRZEhcXp5YtW2rmzJkqVaqUJKVV1ilRooSmTZuW62Pkeg4AW0WKFFHFihVVvnx57d27Vz4+Ptq1a5eGDx+u5557TsuXL1ejRo3sfVjkQT5fmCNUttVug7LZXrJNHLjijBG/Pfo2I+4YsT6bR3Aff16JN+L/TR9jxME7tqU9t9jUIY6v6d7zA4S1Pnk9+G82d/bwNMKjncxzV6OQ3cZUHaJz8K6058/eO9hYV3LuL0ZszeaArTXZ/Av121jE3ODWbDWXa29cqGTEEUsupT13+nemqSlGWPQr89xcvOWyEQd6+Brx7IiPjXisWtoxOcD1rFarHnzwQU2ePFmTJk3Sr7/+atxm27t3by1evFjt2rXLpJX8o0OHDtqyZYu6dOmidu3aaeHCherbt6+r0wIAAADcRkZ324aGhiosLCzd8sOHDys1NVWLFy/WsmXLNGXKFIWEhGjBggVq1qyZ3n//fQ0cONBhuc6ePVuJiYmKjIxUyZIldeut179A6dixo/r06aMLFy4oKCgox8ew27dV0dHRmj59uipVqqRu3bpp7969euGFF3Ts2DFFRUVpyZIlCgoK0siRI+11SAAAgLwvD13dkhdFRkYqMTFRkydPlsWSfsLuypUr68CBAy7IzHFq166tbdu2qWbNmurfv79eeuklV6cEAAAAOI+D+0g9e/ZU7dq1jcfs2bMzTOXy5asX5Z09e1ZfffWVRowYoV69emn16tVq0KCBHnjgAcXFxdn/HPy/77//Xs8884xKliyZ4fqKFSvmunxoru8A2Lx5s2bPnp028W+HDh00a9Ysde3aVR4e18cX+vfvrzZt2qhMmTK5PSQAAADcRGJioooWLZoW2w4CXLx4Ud7e3s5Oy+FKlSqlTZs2qX///nryySeNz80AAAAAcm7lypWKiIgwloWGhma4bWBgoCSpevXqql27dtpyi8WiPn366IknntCOHTt02223OSTXxMREY54BR/SHcj0AcOuttyo4OFj333+/xo4dm+7k/luJEiXUokWL3B4SAAAg37DIMRP2pr9WPucSExNltVrl4+OT4VX4N2O1WnO0nyRVqFBBJ06c0N69e1WzZs107axZs0a1atXKUdt5SadOnVSsWDFjmb+/v1auXKlHHnlEa9asUeHChV2UHQAAAOA8ju4jRUREZLkPUblyZXl7e6cNBPzbtbI7sbGxdsowvSpVqmjt2rXq1q2bJHMAYNeuXYqKilKVKlVydYxcDwC89957uvvuu+Xr63vzjXX1tgbAHiw1Khtx/5JrXZRJ3nPPH0ONuMSK3Uac+q/nF/o0MNZ92NL2lij3uiLxaNT1L1+q6Ei29vUMMb+46dFxmxH7WPL2Fao9/a//w4p7YKmxbvG6Nkacsj+bt5fZfGEXH+7a2iTfnKlhLvh9v2sSycA/tc1z42cplOn2lb2LZLoeyK1vv/1WHTp0kNVq1datW9WsWbMs7XfgwAFNmTJF69atU2xsrGrWrKknn3xS/fr1y9bxixQpot69e6t79+6aNWtW2ofsCxcuaM6cOVq4cKG2bduWeSP5wH//m/HEM56ennr99df1+uuvOzchAAAAACpUqJDatWunHTt26MqVKypU6Hoffdeuq3MpVqtWzWHHHzp0qG655RYVK1ZMY8eOlSSlpKRoy5Ytuu+++9S/f3/5+fnl6hi5/mZv+PDhWf7yHwAAAHnHxYsXNXToUIWHh2drv+3bt6tJkyYqVqyYfv/9dyUmJurjjz/WqlWrdPHixWzn8cYbbygoKEhdunRRy5YttXPnThUrVkxPP/20XnrpJTVs2DDbbQIAAABAVkyePFkXLlzQlClTZLVevWhv+/btmj9/vnr06JHrK/Az07RpU82YMUMvvfSSypYtqx9++EEdOnRQy5Yt5evrq1dffTXXx8j1HQAAAADInx544AEFBgbq7rvv1sSJE7O0T3Jysu6++261a9dOb731VtryatWq6aOPPspRHsWKFdPWrVu1bNkyfffdd4qJiVHZsmV19913q1GjRjlqEwAAAACyonnz5vrkk080ZswYLVq0SMWKFdOff/6pPn366O2333b48SdMmKB27drpo48+0l9//SVfX1+1atVKAwcONO5IyCkGAAAAABzJ+v8PR7SbC8uXL9dHH32krVu3atOmTVneb82aNTp06JDmzp0rSUpNTbXLBLbe3t665557dM899+S6LQAAAAB5WB7sI915553q3r279uzZo7i4OFWpUkXFixe3X243UadOHU2fPt0hbTMAgHwrxd8cASvn9Y/NFp7OS8bFTiWbk5H4fBxsxKmXzPrniV2apD1/csoiY12Lwu5V8/9i6mUjLrk2FyOn1lQjjEvxyXlbLhaXapN7amrGG2aRpWFNIx7V8+tctZdb48p8Y8SvNB+Y9tzjh9+cnY7B67I5X0KqbM99wXnvgutERUVp9OjRGj9+vJo2bZqtAYBr20ZFRalRo0b6448/5OnpqVtvvVUvvvhitq/Y37Vrl1588UUNHz5cbdq0yfFkwgAAAACQG56enqpbt65TjzlmzBjVqFFDAwcOVLFixW6+Qw641zd9AAAAeYzF6riHJEVGRmrPnj3GIzo6OtOchg8frsDAQD3//PPZ/nlOnjwpSbrvvvs0fvx4xcTEaPfu3YqPj1erVq20d+/ebLVXuHBhffnll2rXrp0qV66s559/XsePH892XgAAAADyB0f3kfKT2NhYjR8/XuHh4RowYIC++eabtHkI7IUBAAAAgHysZ8+eql27tvGYPXv2DbefO3euvvjiC82dO1d+fn7ZPt61D6PDhw/X4MGD5evrq4iICC1evFgJCQl68cUXs9VelSpVdOrUKS1ZskSVK1fWlClTVL58ed1xxx1asWKFkpKSsp0jAAAAAOQHH374of744w+NHj1a33zzjTp06KBKlSpp2rRpOnr0qF2OQQkg5FueOw8a8T1b7jPiFS3NSTrKe6WkPS/iYZY/OZtilolJkcnfYo6VBXtm/wsTR1oUU8+Ig7efNmLbn+dsHe+05938YmzWmj/rzsREI37/nxZG/Gjo90ZcxqtI5sk62dJLlY04ePuptOfJ2Wwr5ZxZZurnN5sZ8aFpZtmZyt5561yk/KuE0fStdxjrqh3ema22PENDjTjpZfN1ND440mYP5443l/W6aMQJoddLP7n6r7fMt1eMePfd5sh+o/xbWQo34uD6litXrlRERISxKtTmb/SaxMREPfLIIxo4cKBatGihhIQESVcn9pWkK1euKDExUT4+N34hXquD2bJlS2N5hQoVVLZsWf3888/Z/lF8fHzUv39/9e/fX3///bcWLFig999/X3fddZdCQ0P18MMP68knn8x2uwAAAADyoDw4B4Ar1alTR6+//rpefvllrVq1SvPnz9fUqVM1depUdejQQe+9957KlCmT4/a5AwAAACAfi4iIUK1atYxHWFhYhtsmJycrKSlJn3zyiYKCgtIekyZNkiR16NBBISEhmR6vfv36kq5O/msrJSVFnp65m8eifPnyevbZZ3X48GEtXLhQ8fHxWr58ea7aBAAAAIC8rlChQurTp4++/PJLHTp0SLfccou+/vprHTlyJFftMgAAAADgSFYHPrLJ399fCQkJ6R7Tp0+XJG3cuFGxsebE8gkJCUYZnh49eqhw4cL6/vvvje0OHjyoEydOqEUL806x7EpOTtaqVavUs2dPDR8+XPHx8apTp06u2gQAAACQh+ShPlJec/DgQU2cOFEtWrTQ5s2bFR4ennYXdk4xAAAAAIAMXbhwQb6+vurTp0/asrCwMD333HNasGCB3nrrLZ0+fVq//PKLBgwYoOLFi2vixIk5Ota+ffv0+OOPq0yZMurZs6d++eUXPf7444qMjNSCBQvs9SMBAAAAQJ4SHx+vhQsXqnXr1qpatapeeeUVNW7cWKtXr9bRo0dVvXr1XLXPHADIt1Lj4oy42v2HjPjRRmOM+FyNwmnPL9Yyq+KXNku3yzPRLGtwvqq3EX80YaYR1yrke/OEHaiJ72EjXh9m1mW22JRjD/8hPu35tAHmVZWlC5034tmze5r7fmzOvdD66UeNeNdds4zYz6OQXGl/fEkjtsZfvsGWWWAzC3vA3+b8CBdSXfuzZssVc/zXmpy9GRFSY8ya/yfOlzBiT4trx5cf+quPERf95s+057ZzYjhboXPxRrzvSikjbuRzzpnpwAks1qsPR7RrL15eXvLx8ZGHh/m3a7FY5OPjo0KFzPe3Rx99VCVKlNCsWbM0ceJE+fv7q127dlq+fLnKlSuXrWMfP35c/fr1048//igvLy916dJF9913nzp37pzrckIAAAAA8p780EdylmnTpmnmzJmKiYlRlSpVNH36dA0ZMkQlS5a8+c5ZxAAAAABAATdhwgRNmDAh3fLAwMC0iYJtDRo0SIMGDcr1saOionT27Fm9+OKLGjJkiEqUKHHznQAAAADADWzevFk9evTQ8OHD1bp1a4ccgwEAAAAAR8uHV6I4S/369bV//35XpwEAAADAmegjSZLWrl0rb2/vm2+YCwwAAAAAOBC3t2bOy4uPowAAAEBBQh/pOkd/+S8xAAA3kmJTk9zzu1+NOOy7fz3PZtvhG/2NeMBtw4z4j6ZLstmifTX2MWuKH7rLnJOg6u9m/tafdqc933FXNWPdDpu2Sx7ebsQpNrXiy35dwYjP9rpixOXsPAdAbKpZiqLxjyOM2PO3okZcfLeZb+Ezv9gtlxOtCxtx3UJ5u1b1v+vyd2y4y1h3vJRZWy75VFSmbVkTzfkP9HuAEcY2M39PRTzMc+VoRzabNcjLx2x16vH/zatSBSPe+6D593hXEdtz7fh//oArnTx5UnPnzlV4eLhGjhyZFmfm2rYAAAAAkJ/Nnz9fR48e1bBhw1SuXLm0ODPXts0pBgAAAAAcySrH3N6aD69uka4OAEydOlWNGjVKGwCYOnVqpvtc2xYAAACAGyjAfaT58+dry5Ytat++fdoAwJYtWzLd59q2OcUAAAAAAJymcePGSkpKksViMeLMXNsWAAAAAPKzjRs3ymq1ppVCvRZnJrdlUxkAAAAAcKQCfHXLjdh+gGUeAAAAAKAAKcB9JE9Pz0xjR6C3BWSFzUhccnLeqvVuW1/9u7tmGHHPA48Zcejb1+uhpxz8y3GJOcBHlyoZcaWp5pwDKXt+dFouflHm6+Jwsln3vqq3Wes9L9l2soIRh8dkXm/OlmcJcyaNwFtOG7Gza/7batv5NyP+e3aJtOfJUadtN3eoI/3CjXjP7a8bsY/FvvNkAPnN4cOHtWDBAk2bNi1H6wEAAAAgv3ruuefUr18/Va1aNUfrs8Lj5psAAAAgx6ySxQGP/HB1S1acO3dOX3zxRabrv/zySydmBAAAAMCh6COl+frrrxUdHZ3p+jNnzuTqGAwAAAAAIM/6559/5OPj4+o0AAAAAMDp7NEfogQQAACAIxXg+pY3curUKc2bN0+SdPLkSZ06dUrPP/98uu3i4+P16aefqlWrVs5OEQAAAICjFPA+0gcffKCjR6+WYj527Jg++OADff/998Y2KSkp2r9/vyIjI1WlSpVcHY8BAECSR2GzXnlKg2pGHHmnnxGvaPyaTQuurXduq5xXESMO7H3SiD3ev55vaoJZtz67Lhc330YKWyy5au9mQjxjjdjq4ONlJvT9X4347tRHjfh8DfM/z9we7xpxO98UxyR27fgp8UY84kj3tOclXjbrzqfGxWWr7ehulY14U53/2Wzh2rr2o0O/N+JHK41Ke25x8hwAqd5m7OdBzX/gxIkTmjRpkrHMNpakQoUKqVmzZpo4caKzUgMAAAAAh5o7d662bNmSFr/77rsZbleqVCm99dZbCgwMzNXxGAAAAABwtHxyJYqzNGzYUJcuXZIk/fbbbxo/frw2bdqUbjs/Pz95eFCxEgAAAHA7BbiPtH79eqWkXL0otGPHjpo6daqaN29ubOPt7W23UqgMAAAAAMCpPDw8VKTI1bvVmjRpok8++SQtBgAAAAB35uvrm/Z88eLFKlGihPz8/DLZI3cYAAAAAHAgi/XqwxHtuoPChQurcuXKslqtOnr0qP7++2+lpqYa2xQtWlSNGjVyUYYAAAAA7Ik+0nUVK1aUJMXExGj//v2Ky6BEc4MGDXJVBogBABRIFptbaPbNqmPEC9ubtbcaF7pixH4emdf8356YZMSPHuhrxA2LHzPiKWFm2YNgT3PU72LqZSP+O9mse1/N29OINyeY+Z37srQRl7pyPKO0cyT6NvNnDfP0t1vbGVka3cSILUdP3mBLx7MmJhpxyLtbzdjD/L08Xf1OI25Xf3mujh+dYv5TePpkRyP+fmNdI6762uG055ZTv+fq2Kk2/z08XTgXQ15X5Lj5CeRAkvl7q+qd+d+M7VwOgDs6ePCg+vbtq507d2a4vlGjRvr555+dmxQAAAAAOJjVatXTTz+tl156Kd2FUNf88MMPatmyZY6PwQAAAACAI1nlmPqW+fDqlhsZNGiQAgMDNX36dM2fP1///e9/tX//fs2bN099+vTRnXfeefNGAAAAAOQP9JHSLF26VLNmzdKrr76qd999V4MHD1ZgYKC++OILHTt2TFOmTFHt2rVzdQxmVQMAAIDLREdH67ffftPy5cvVvn17BQQEqE+fPnrmmWe0d+9e/fLLL65OEQAAAAAcYvXq1XriiSc0fvx4BQUF6ZZbbtGoUaO0atUqPfzww/rkk08UFBSUq2MwAAAAAOBA1+pbOuLhDk6ePKlKlSqpePHi8vT01JUr18vu+fr66uGHH9Ybb7zhwgwBAAAA2BN9pOtOnjyppk2bSlK6/tDAgQO1fft2RUVF5eoYlABCgeEZdH2yjP2Taxjr1nR8zYhrFfI14kSrWd/8mWhzzoCPNrYw4tCfze2Dl+ww4oOhxY34P+MfMeKO7X414g2rzYkPS241a8+famHOaRC+2Vwfvsmsm2xNTZG9+B8oZMQXO5nzFQR6mOcytyr6nzPi3QHm/AaKibHr8XLF5jxfSfa8wYZZYzsXRMsPHzXiiNcijbjSGXNOguRcHd1U6qsTRjzg7juM+NOI9XY8WvZ9HVvLiD3jr89VkXFFPccJWWz+Pff1f8yI41vEGrH1qDkngN8p8/2kpH60Y3aA6yUnJ8vf/+rrPigoKG0SYA+Pq9epFCpUSMeOHcusCQAAAADIl2z7Q3/99Zfatm2btt7b21snTpxQyZIlc3wM7gAAAABwJKsDH26mQoUKKly4sF5++WUlJyfrwoULevHFF1WpUiVXpwYAAADAXugjZahp06Z64403dPLkSVmtVn344Yfat2+fKlSokKt2GQAAAABwJD7cZsrb2zutpqXFYtGkSZP01FNPyd/fXyEhIdq2bZseffTRzBtBtsXGxuqJJ55Q9erVVbJkSbVp00ZffPFFlvb9+uuvFRQUlOHj66+/dnDmAAAAyPfoI6UJCgqSt7e3JGnkyJGKjo5W6dKl5efnp8GDB+v+++9XSEhIro5BCSAUGEl1rl89+EHP2ca69CV/koy49qJxRlz1nVNGXOXwT+bBrOY7ju37T/Ips3ZXpSnnjfivmQFGXPasWcrFtv1y3yhTjnz/K7fCPBdzB5kzkz9W7JBdj/dkcbP8ScOnJxhxzRfNcc3kv3NRNsLDLNmT2KmhEScVMY8VtMM8F7G1zduzJlT9NOe5SLpoU1Io/AezqE/KmTO5aj87ko8cNeK9BxqbG0Q4LRVJ0tr4wkb89QOtjdhr9x/OTMdgTTRLcpV4w3wNe7xr5p6akODwnIC8pF69evrmm+v/yB544AFVrlxZX331lYKCgnTPPfeoatWqLszQ/aSkpOj222/XyZMntXDhQlWuXFnz589X165dtXTpUvXp0yfT/ZOSknTx4kV9/vnnatmypbGuSJEijkwdAAAAcCtr1qxJex4aGqpffvlF7733nv755x81a9ZM/fv3z/UxGAAAAABwIMv/PxzRrrvq3LmzOnfu7Oo03NaiRYu0ZcsWffPNN7r11lslSc8884y2bdumcePGqWfPnmlXIWWmSJEiaXdvAAAAAFlFH+nGwsPDNXnyZLu2SQkgAAAAoABZtmyZgoODjcnFJKlfv36KiorSxo0bXZQZAAAAAHvjDgAAAABHy4e1KB3l5MmTmjt3brb2CQ8P18iRIx2UUcGzc+dO1ahRQxaLeY1UzZo1JUm///672rdvf9N2hg4dqri4OPn7+6tp06Z67LHH1Lhx45vuBwAAABTUPtL8+fN19OjRm2/4L8OGDVO5cuVyfEwGAFBgFDp2Lu35nsQyxroWhU8a8dJLpYy4yrxoI07+64hdc7OtEe7MWu7ZZfEuZMT/NCthxB3899rs4WPX4wd7+hnxge5zjPjWzfcbcWAu5gC4OKCJEc96/g0jruZt1uBfEmMWvq9T2Dx2i8K5u+nKthhDYpA5R4F9z3TmPIODjbhapVM32NI5NlysacSF/jxuxCnJ5u8qL6HmPwqakydPaurUqdnap1GjRgwAZGD16tUaPHhwlrZdvHixunTpIkk6e/asGjRokG6bYsWKSZLO3ORziJeXl8aOHau7775bFSpU0IEDBzR58mQ1b95cK1asUPfu3TPdPzo6Ot0xIiMjs/RzAAAAAPnZ/PnztWXLlmzt0759ewYAAAAA8iqL9erDEe3mR40bN1ZSUlK29rG9Uh1XXblyRRcvXszStv8+51arNcNzem2Z1Zr5i+v222/X7bffnhaXLl1aX3/9terUqaOxY8eqa9eu8vC48aD37Nmzsz0IBAAAAPdRkPtIGzduvOnnbVteXrn7Cp8BAAAAADhVbj/A4qoePXro/PnzWdrW398/7XlwcHCGAwfXlgXb3OWVFX5+furatatmzZqlQ4cOqUqVKjfcduzYserTp4+xLDIyUj179sz2cQEAAID8xNPT8+Yb2Rm9LwAAAEeyyjH1LfPB1S3Z8dNPP2nmzJn65ZdfVKlSJa1fv15xcXH673//qxdeeMHV6eVJ3t7eCgoKyvZ+tWvX1p49e9It379/f9r6nChU6GqZwJvd4REWFqawsLAcHQMAAABugD6SITY2Vq+88orWrFmjEydOaNWqVfrPf/6jDz/8UNWrV1eTJk1u3kgmGABAgXGlTLG05+W8z2WypVTSy7wqLiXI7wZbuj+vShWMeN8086rAec3NiRzrFLKtVO9YR5MvG3Hh8ymZbu9RtGja87i2NYx1CTY19euN/cOIm/rY/mxmPDrohO3RMs0lu8Js5j+oPt788iZ6q1kPLvlI9iaVyQ5LYXPGgaoB0TfYMmt22syD0ffjCUZc6KJZqiK+url9pYXmf3nP6N9ylQ8A51q5cqXuuusuValSRRERETp37ur/aX9/f+3cuVPffvut2rVr5+Is3UePHj20YcMG7dixw+hMrFq1SgEBAWrbtm2220xJSdH69esVFBSU6dX/AAAAAK6Li4tTy5YtFRkZqdtuu00nTpxIu6CmRIkSmjZtmj7//PNcHcO+304BAADAZHXgww1YrVY9+OCDmjx5svbu3Zvuav/evXtr8eLFLsrOPY0YMUJVq1bVqFGjdOzYMVmtVi1evFgff/yxnnvuOfn5XR9wXrt2rYKCgjRnzpy0ZaNGjdKqVav0zz//SJL+/vtvDRo0SL///rtefPFFeXs792IAAAAA5DP0kdLMnj1biYmJioyM1Jo1a4yLaTp27KhNmzbpwoULuToGAwAAAABwmcjISCUmJmry5MkZTkxbuXJlHThwwAWZuS9fX19t2LBBlStXVtWqVeXr66uJEydq1qxZGjdunLFtUlKSLl68qMR/3ak1cuRILV26VNWrV5ePj4+qVq2qY8eOaeXKlRo1apSzfxwAAAAg3/r+++/1zDPPqGTJkhmur1ixoiIjI3N1DLcsAZSUlKQtW7YoNjZWrVq1UkBAgKtTAgAABZTFevXhiHbdQWJioor+qzyb7SDAxYsXuaLcAUqXLq1PPvlEVqtViYmJKly4cIbbdenSRefPn5evr2/askaNGumjjz6SJF2+fFk+Pj7y8OC6IgAAAGQNfaTrEhMTje+uHdEfcqsBgD179mjmzJn64osv5OXlpRMnTui3335T/fr1XZ0anMDiZb6cL/RrbMT1xv+e9vx2P7N+eJLVrBv/8B/3GHG5A2Yt9cyrzDuexbuQEXtUMmu/W4+dNOLU+Pgct7336eJGfKDNO0bsbTHr5h9OMo/1U0JZI27rd9yIwzz9s5xbRpbHNDBi/9+OGXGyzfZHHq6T9nz98JeNdaGeZl17H0ve+sLJ02J+ufJC+JdGfGfLR4040IFzAFgTzL+hPy/ajFSHZ6+9O9c9YMTVJv9iHi/pirmDh/m6U6qr/yoB5FSFChV04sQJ7d27VzVr1kz3gXfNmjWqVauWi7JzfxaL5YZf/ks3n2j43wMDAAAAALKnSpUqWrt2rbp16ybJHADYtWuXoqKicj3HlltdqnPs2DG1bNlSf/75p0aPHu3qdAAAAKhveRNFihRR79691b17d33xxRe6fPnq5O4XLlzQ9OnTtXDhQg0bNszFWQIAAACwG/pIaYYOHar33ntPEydO1PHjVy+aTUlJ0ZYtW9S3b1/179/fmKMrJ9zqDoDbb7/d1SkAAAAgm9544w117NhRXbp0kcVikYeHh4oVKyZJmjlzpho2bOjiDAEAAADA/po2baoZM2bokUce0fTp02WxWNShQwclJSWpQYMGevXVV3N9DLcaAAAAAMiL8mMtSmcqVqyYtm7dqmXLlum7775TTEyMypYtq7vvvluNGjVydXoAAAAA7Iw+0nUTJkxQu3bt9NFHH+mvv/6Sr6+vWrVqpYEDB6pQoUI3b+Am8uQAwL59+7I8u3H79u0zrVuaVdHR0Tpz5oyxLLczLMO5PEuZNch7P7XeiB8rduiG+z5yqpkRl3/4khEnX7hoxBYfs1a8h6/5Gky9nGDE1kSzXvrNpN5q1rU/bFPRqniwmd/oSpuMeOaf7Y3Yf4U5EfalsterfyXXjzXWJZ01a/l+1naWEXtbzJ99z5XLRjxg1uNGXGbNaSOePCTMiDcPmmHE2Z0T4FKKee6tqamZbl+m1fU5Asp4FcnWsfKaN87dYsTFdpw1YntWxbc0rm3Ef441z/uGiNdt9sjmuS1k/t4snmaFOmuyWRPcs4j5Okm1+RvL7t8cANc5ePCgxo0bp2nTpumee+7RPffcc/OdAAAAAMANPProo/L399ekSZM0ffp0hxwjTw4AvP/++3rppZeytO2xY8dUpkyZXB9z9uzZmjp1aq7bAQAAMDiqFqWbXDFjtVp14MABNWnSxNWpAAAAAHAG+khp9u7dqzFjxsjLy3Ff0+fJAYAaNWqoS5cuWdrW19f35htlwdixY9WnTx9jWWRkpHr27GmX9gEAQMFksTrm9lZ3uWW2cuXKslgsunDhgoKCglydDgAAAAAHo4903W233abdu3erW7duDjtGnhwAuPfee3Xvvfc69ZhhYWEKCwu7+YYAAACwG09PTy1YsEAjRozQc889p+rVq7s6JQAAAABwivHjx2vw4MFatGiR+vfv75A7AfLkAABgD0mpWX95r9na0IirHPnJiD38zXrj+18y66Hf8Z+dRrz2t7pGXGPS30accjraiD2Dg43Y5/lTRhxZ5asMsr6xQU0XGXFsE7Meurc80577eZiTiSRZzcrxtjX/bb177lYjLrNwnxGnnPvHiCPeN/ff0Nss4dW/6PlMj7f4UogRr33PPH6Jc9sz3f/E+cC057Gp5lwNRTxyP5+II0WnxBnx+lktjLjY/q12O5ZnUKARX3w+3ogP1FloxN6W3M2n8E3b/xlx+1cfNtuP8TTiZq33GPEPf9j8zT1zxIhTbOZ4AZyK21sztXfvXj344IO6cOGCatSoodDQUJUsWVIeHtfnAqlVq5YWL17swiwBAAAA2A19pDSjR4/W/v379emnn2rkyJEqU6aM/Pz8jG3ef/991a9fP8fHYAAAAAAALuPt7a2SJUuqZMmSN7z6PyQkJMPlAAAAAJCfhYSEpPWHbsTb2ztXx3CrAYALFy5o8+bNkqT9+/dLkn744QcdP35chQoVUseOHV2ZHgAAKIi4uiVTVapU0VdfZe9ONwAAAAD5GH2kNDNmzHD4MdxqAOD06dN6++230+IuXbro66+/liQFBgYyAAAAAAAAAAAAKDDcagCgWrVqWrNmjavTgIsknzDr5n/6Rlsj3jesRNrzzQcijHXVZ5t16s0q+FJCyxpG/HnX1424ViFfI3651A9G3HbTOCMOXGTOAWDLy2KbQfZ4WjyMONDie4Mt0/O2eN58o38pVeiiER8MKG1uYDMHgCXerLu/LbayEfcv+rMRH0gy696/NHesefw3fzTimw32Vnjqei37pn3NOvOzh71txLf5pt6kNeeKSzV/uiKnkh13sFCz3MaDFb8z4uy+Tm6msrc5h8DhnnOztX9s2XVG3OJP83db8nXmAIDrWKxXH45oFwAAAADyG/pIzuVx800AAAAAAAAAAEB+41Z3AAAAAORJXIkCAAAAANfRR3IaBgDgPlLNsjkh87Yb8dml/mnPqybuMdalJCYascW7kBEfb2vOtm1b8udmrBZLputTzp834hPvNTfiKY+cNOLzSX5GvPG4WdLouVqrjLi7f7wcZWTQ70b87gPtjLjaa2aZmuQT5s+yc3JjI646sJYRF/7Z34hLv/WrEWe3SE/Kwb/Snpd94bCx7r9tuxjxbTU+z2brjjXvvPm68Nttnkt7FgSy+pp/A34eiTfYMm8o4lHYiGOqm2ejpDOTAQAAAAAAyCMYAAAAAHAgi9Uqi9X+l7c4ok0AAAAAcDT6SM7FHAAAAAAAAAAAALgh7gAAAABwJKscU9+Si1sAAAAA5Ef0kZyKAQC4L5s5AVJiYm64qbV5PSM+MMysf/5Fh5k2e5g1+IcfbWnE2z+ta8TlvvnLiG9Wqz3og61G/POmyuYGSTb1zU/uM+LnhtxrxNWfnWHEVb3Nuvq5Eexpnos9/d8w4roJ44y4wqQoI/ZZu8OIK67N/HjZrfmfGa8K5Yy4VdheO7Zuf1ULnzLiX4qZ8yXoeM7btvj4GPG++4sacXvfCzZ7FFJecjw51ohLf5P5vBsAAAAAAAAFAQMAAAAADmSxXn04ol0AAAAAyG/oIzkXcwAAAAAAAAAAAOCGuAMAAADAkfJ4fcvk5GR9+OGHSklJUY8ePRQaGnrT7d9///0M19WtW1dNmza1T2IAAAAA3FMe7yO5GwYAUCB5FC5sxAnTLhjxgZqfGrG3xaxzfyjJrDd+4GWzFnv4pz8a8c1q/t9M8pGj2do+bINZDH7xBPPLmKmhe3KZ0Y35WLyNuF7rA0YcG1DEiFMuXHRYLjdzpH9pI14avNRmi8LKS7ZfMueC8Dhvvg5zNT9CnSpG+FrbJUbs55G3av73/audER95t6oRh3y924jtOXcE4G6mTZum5557TpJUu3btmw4AJCQkaMSIEWrQoIEaNmxorAsMDGQAAAAAAADyEAYAAAAAHCgv17fcvn27pk+frk6dOunrr7/O1r7du3fXs88+m/skAAAAABQoebmP5I6YAwAAAMDRrA545NLly5c1ePBgDR48WO3bt899gwAAAACQVXmwj+SuGAAAAAAogB577DFdvHhRM2bMyNH+hw8f1uLFi7VkyRLt3LnTvskBAAAAAOyCEkBwGxZvs0b5maGNjPh8nX9VAQ9IMtZ9XuUtI/a2+GZ6rC9izZr/AdvNmvu5rfmfWylR0Ua87mR1I3bkHADxqVeMeNf6akZcLuYnhx07uzzNVJXi4uHiJGuKEfeO7GLEF2eUM+LCx3fY7dgef5824u9jzNdMT/+f7XasnNiSYFbxP/+UeS6Cf9hqxNT8R57ioNtbr71lRUZGplsVGhqqsLCwG+66fv16zZ49W8uXL1dwcHCODr9jxw4lJiYqOjpamzdvVv369fXxxx+rUqVKOWoPAAAAQAHh4D4STAwAAAAA5GM9e/ZMt2zKlCk3rM9//vx5DR06VHfeead69eqV7eN5e3tr3bp16tChQ9qy3bt3q02bNurcubN27dqlQoXy1sThAAAAAFBQMQAAAADgSI6qR/n/ba5cuVIRERHGqtDQ0Bvudv/99ys+Pl5vvfXWDbfJjI+Pj/HlvyTVrl1bEydO1MMPP6x169apa9euOWobAAAAQAHg4D4STAwAAAAA5GMRERGqVavWzTeUFBcXpyVLlqhr165as2ZN2vLt27dLklavXq29e/dq2LBh2c6jbt26kq7ODQAAAAAAyBsYAIDbuNCvoRF/MPFVI65VKLO6/pnX/LfVo6hZQ//dvmat9jIf2hSXTzLj6N41jdij11kjTkgy/zRLvFbYiL1/O2S272ExwkttzfrtL1V7R87yxnnzS6iKH5vzEaSkmnXunc2rZIm053ENLhvrilh8nJ2O4dvLfkZ8+emSRlx483bHHTyoqBGW8zl0gw1dIy7V/N14JLp6pg0g6ywOqm+Zkza9vLw0fPhwSdK2bdvSlv/999+SpD179ujcuXM5GgA4fvzqfDjFixfPfmIAAAAACoy81EcqCBgAAAAAKCB8fHz03nvvpVs+Y8YMbd++XU899ZSaNWuWtvzKlSv64IMPVKFCBbVv317S1UmHK1asKE9Pz7Tt4uLi9MorrygwMFCdOnVy/A8CAAAAAA5y6dIlXbx4UX5+fipWrJir08k1BgAAAAAcyWq9+nBEuw4WHx+vESNGqEePHmkDAOvWrdMbb7yhTp06qVKlSoqOjtaiRYsUExOjZcuWucUHZAAAAAAOlIf7SImJiWrevLn27Nmj3r17a/ny5XZIzLU8XJ0AAAAAXKtu3boaPny4wsLCjOU+Pj4aPny4Menv2LFj9c0336hKlSo6dOiQ4uLiNHnyZB06dEgdO3Z0duoAAAAAYDcTJ05UQkKCq9OwK+4AQL5l8TJfvv90Meu5Z17zP3fKeRUx4lXjXzbi1+5uY8Tf/l3ViDc2nWHExT39Mz3eV/PM+ufPRZpzDhTxNucYeK7Cu0bcypxCwKH2xZl163UhxnkHz4BX2TJGnPz+9ec/V33LWOdpMWvwO9uhK+YXb97n4ozYkbMnpB45bsRvbuxgxCN7/M+Ii3g48UUlafV5c44Pz8NRRuzamSWAzFnkoPqWdmyrY8eOGX557+vrm2HJoNKlS+v++++3YwYAAAAACoq82kfauHGj/ve//2n9+vVq27atXXLKC7gDAAAAAAAAAABQYMXExGjIkCEaNmyY2rRpc/Md8hHuAAAAAHAk6/8/HNEuAAAAAOQ3ebCPNH78eF25ckWvvPKK/fLJIxgAAAAAAAAAAAC4hcjIyHTLQkND0815ds2qVav0/vvva+XKlQoMDHR0ek7HAADyLWtyshEX/tmmjn5r5+VS0ducE2BW+A5zA9tYmdf8t3W7X6IZ1/00W/s7U4+Q34x4bnFzvgKdjnZiNlJS2RAjnlH5nbTnwZ6urflv696Ag0b81l3djLjsc+Z6e7ImmfNIVH/2LyNufvhhI7797q1G/EKJn43Y2+KZ6fFOJcca8TMnbzfivy6Zv7fkOebcEn5nt2favi0Pv+u/68RbahjrohuZc2z4nzQvGSi+4W8zlxMns3VswJJ69eGIdgEAAAAgv3F0H6lnz57p1k2ZMkXPPvtsuuXR0dEaMWKE+vTpox49etg/qTyAAQAAAAAAAAAAgFtYuXKlIiIijGWhoaEZbvvyyy8rLi5OTzzxhI4fP26su3z5so4fP66goCAVKVIkw/3zAwYAAAAAHCkP1rcEAAAAAJdxcB8pIiJCtWrVytIu3t7eCg4OzvDq/++++07NmjXT1KlTNXz4cHtm6lQMAAAAAAAAAAAACpzp06dr+vTp6ZZbLBbdcccdWr58uQuysi8GAJB/eZg1xmMrpGS6eaI1Ke35W+erGeve/OU2I65Z/pQRv1vpEyMu5ZW/bvtJsZqF1U6kxKc9L5fNnyU+1awVvybevIXq6c/uNuKIQ+acANnlGRxsxCkXY8wNUjP/vf9T06zzH+qRfIMtXe8vm9SK7c38Z8sNz5Bi5gKLxQhTzpwx4vAZZrxnbRUjbvNaRSP+tNaHRhzmac570WPXUCMufo85N4RP7AkjLpRs1uG/KZv3hyOP1U97vmTIa8a6WoXMf4XxVvM13mTzKCOOGGnOX5ASY/OaBGxYrFcfjmgXAAAAAPIb+kjOxQAAAACAQ1klKzWAAAAAAOCqvN9HKl26tEJCQuzWnisxAAAAAAAAAAAAwP+znRA4P2MAAA4T+Xozc0FIohEWX1/YiONLmCVIYiOSjDj8W7Okx5kG5vbv3jE303yWXiqV9vzL0a2MdVW2mGVqUm3Ko3SYa5YA2d1scabHsmVbNmfY37cb8a411c3tK5g/e4MaR4x4z0ZzJnOrt3m88IZmCaOz34YbccCR6yWBEu45b6xbWX+eEds0rXbbRxtx+Wlm3ZqIAzbnMiFBmfG0mYV93zOVjbhu/cNG/GeUOYlLwFdmaZlzDc1yR6Nu+8aIc1O+aUuC2fY7p28z4n6h2424tOdFI14fV9OIO/jvNeK7fhxjxFXWmevNo2dfQremac8DHz1qrCtkUxrpyMLmRhy2Yp8Rp/x50IgD7g0z4m4dHzWPXcz8ey21yTw3KRfMOLe8SpUw4t53/pD2vL6PT6b7Blp8jfjr5rONuO1rE4y4ynvm36s8zJ/1RGuzDFV8WfNcF99uvrf909bmb+acmW/EhG3pckbexu2tQNbNWbRBtapl/j4NAACAzO3Zn6i6t7k6ixujj+RcHq5OAAAAAAAAAAAA2B93AAAAADiSVY4p18/VLQAAAADyI/pITsUdAAAAAAAAAAAAuCHuAIDD7OvzlhF7W8w61xfbXDbXy1zvYzFfnjF3mHWx/TzM6vQ+Fttq9aY5h1unPQ/Y8ru50mbm8ZSz54y48BdVze1tpje4mefPNDbii6PMeulldv9oxBYv82e/XKiQEVe4bFMD3GKO5XkUMs9F6YQjN8wteKNZK/3ulo8YcUKg2XbFtX8ZcXLU6Ru2nRVxzSoa8fqeM4y4srdNzf4qZnixhfk68rOY58r2dZcd3142933qObNGf8gnfxjxrFp9jDjF3/w9FDpmzrfwddnWRlz1l0hz/0uXsp6sJI/65hwDxzoFGXGTO3elPV9Q7gdl5vjklUbcqtU4I67+XLARpxw0XxdBH0Zn2r6jB+Xj65Q24sHBn/wrMueNuJmKNq/BA7e/Y8RftipqxP4e5nwnzX3M16jte1tsN3P7QA9zDoIka4oRd53Q6CYZI89xUH1Lrm4BAAAAkC/RR3Iq7gAAAAAAAAAAAMANcQcAAACAI1mt6e40s1u7AAAAAJDf0EdyKu4AAAAAAAqY8+fPa/78+erSpYsaN26sVatWZWv/1NRUvfvuu+ratatatmypESNGaPfu3Q7KFgAAAEBOcQcAHOZmtddt61zfTLCnX27SUZfSe9Ke/1illrEu5cAhc2OLxQjPNU3O1bHXLmxpxCVtav7bsiYnZxqn38GsEZ6akHKDDdOzreHvv9wmtt0+yy1nzMPP/D0e75dkxBW8svd7zu7rKDvu2zDMiKt+sN2IU1NtzvP2XUZo+xdg+1vxjDyc6fqbsT2XRyeZr9s/mr1pHs+S9THfMl5m3fv97d414qopI424xvTKRpzub8rJ/A6cMeLv469PHlE18GSu2rZ9b+vuH3+TPQplujbQkvlrODfzWCBvsDiovqVDamaiQNixY4e6deumLl26qGHDhnr++ed15syZm+/4L/3799e3336rGTNmqHLlylqwYIEaN26sdevWqVWrVg7KHAAAAO6APpJzMQAAAAAAFCC1atXSsWPH5O3tra+++irb+69atUqffPKJli1bpj59+kiSWrVqpQMHDui+++7T/v37ZbG5mAIAAACAa1ACCAAAwNGsDngAOeTn5ydvb+8c7//hhx+qSJEiuvPOO43l9957rw4ePKitW7fmNkUAAAC4O/pITsMAAAAAAIAs+/nnn1WzZk15eZk3E9erVy9tPQAAAIC8gRJAKDAmFNuZ9nz7uxWMdcfW3mLEyTZl6N9r906uju0dyzDkNefvrGvE37WaYcSeFrP2vCsFl4gxYs9iQUaccvacE7NJz1K+tBFPq/O5EWen5v/N2Nah39NhjhE/WKOtEZ8aVtWIU/YesFsuWZESUtSIy3m79neFgo36lnCUDRs26PHHH8/StjNnzlTr1q3tctyoqCjVqlUr3fLQ0NC09ZmJjo5ON+dAZGSkXXIDAABA3kcfybkYAAAAAADyoX/++Ue//PJLlrY9f/683Y6bnJwsT8/0E5RfW5aUlJTp/rNnz9bUqVPtlg8AAACAG2MAAAAAwJFSrVcfjmgXBVq7du20Y8eOLG0bERFht+MGBgbq0qVL6ZZfWxYYGJjp/mPHjk2bPPiayMhI9ezZ0245AgAAIA+jj+RUDAAAAAAA+VBwcLAaN27s9ONWr15df/31V7rlhw4dSlufmbCwMIWFhTkkNwAAAAAmBgBQYBTxKJz2fHWVr8yVExx77AttLxtx2A/mVXgp+wtO3dtUb4sRF7VjnXp729RwoRHXe3qCEUc8/I+5g9XBI80eZrmFU21Djbihz0mbHRw3n4KfRyEj/l+Zb4y4Y50JRlx0r8NSyVBcWXMij4Y+//5d+Ts3GcD6/w9HtAu4QOfOnTVp0iTt379f1apVS1v+9ddfy8fHR+3bt3dhdgAAAMjz6CM5Vd795g0AAACAS23cuFGNGzfWkiVL0paNHTtWYWFhGjdunC5fvnqRw9atW7VgwQI99NBDCgoKclG2AAAAAGxxBwAAAIADWaxXH45oF8iJlJQU/ec//5EkxcTESJKef/55vf3225Kkzz//XKVKlZJ0dfLgX375RadPn07bv1ixYlq/fr3uvfdehYeHq1SpUjpy5IhGjx6t559/3sk/DQAAAPIb+kjOxQAAAACAozm6RBiQDZ6enmlf9mckJCQk7fltt92mHTt2qFy5csY2devW1W+//aajR4/q4sWLqlixoooUcVzpOQAAALgZ+khOwwAA4AR/tJprxIPfu8OI4+8yJ8JLOR3t8JxcpfhPZ414/eVSRty3yEVnppOpf88bIUnV6h814hTb+QusKY5OyXCpUqoRV/R23Rcv8TY/u2eSa/+RF911xog/j62c9nx4YJSz0wGAPCerkwcHBQVluq3twAAAAACAvIUBAAAAAAfi9lYAAAAAuI4+knMxCTAAAAAAAAAAAG6IOwAAAAAcyfr/D0e0CwAAAAD5DX0kp2IAAAXSlgSzdvrwn+814o6V9hnxQ6HfGXF2a637eRQy4gfCNxjxC5UHGbHFneYAsFiM8FyT4kZcq5BtPXZfByeUdedT4o048qfyRlzResqZ6UipZp39EtvM/2wH7ooz4qre/g5L5XBSrBF3WPaYeewfIo3YubMjSBfrhxpxryJ//Svyc24yuXTI5lwDAAAAAABkFQMAAAAADmSxWmWx2v9SFEe0CQAAAACORh/JuZgDAAAAAAAAAAAAN8QdAHAbOxMTjXj+uZZGHOCVkPb8h0nNjXUV1/9hxJFFg4z4jrGPm8ca+T8j9rF4ZyvXXQlljdg76qIRJ2ertbzNq0SYEdceu8uIaxXKOyV/VseZpWGmzhhjxBFL9xpxiotHlhODzDHcYk4c0v0rOdCIqyy6YMQpZ844L5kMnGxn/m6CPV1X9udUslnC59alZrmkEPNPIh3fs+Y7go922CUvOFHq/z8c0S4AAAAA5Df0kZyKOwAAAAAAAAAAAHBD3AEAAADgUI6pbylR3xIAAABAfkQfyZm4AwAAAAAAAAAAADfEHQBwmKM2da/LeRWxa/vr4s26+88+M9qIg749ZO4QeP34hSO3G6vSlQhLSDDCSvMKGXGNkAeM2CPkihGXCDFr+lcOPGvEe+fXMuLiR923prc12axf7uuZ5NDjJVrN9k8mm3NDVPS+8evwmT09jLjUO1uNOCWXudlbkr/FiP2yORdFbnz2T2Mj9og+b8SuLrtX7FdPIz7fJT7tubPnA1gUU8+Iq711woiTjxx1ZjpwBasccyEKF7cAAAAAyI/oIzmV2w0AHD58WBs3btTRo0cVHh6uVq1aqWrVqq5OCwAAAAAAAAAAp3KrEkAdO3ZUlSpVtHz5ciUnJ+urr75S7dq1NWHCBKWmuvp6VAAAUCBZrY57AAAAAEB+Qx/JqdzqDoA9e/bo+++/V8uWLdOWzZ07V6NGjVK9evU0dOhQF2YHAAAAAAAAAIDzuNUAwNatW1WuXDlj2eDBgzV69Gh98cUXDAA42d0PPWLEMeXNmtz9h3xrxBOL78+0vRSreRfHqG+HGHG1Fb+a2yeZdfl15kym7Wcm+bhZs7vqw6fNDTzNn83Dx8eIz9rEIWfM2vLuPD6Z8s8FI/7626ZGnDToRyP2tpjnMl17Nq+DLYnmjUwjPxxvxKG/m5X7T/e5Pr9D0nnz91L9nUtGnNfvGyrzsTnPRb2mI434t1ZvG3ERj8I5PtYpmzk9vthW34irnPopx207QsnPDxtx2y7D0p6/WecjY937Z2414gCvy0bcI9h8b3n7VBsjrhdw3IhPXQk04q3/a2LEQUfNOUjg/izWqw9HtAsAAAAA+Q19JOdyqxJAtl/+S1J0dLSsVqu8vZ03OSYAAAAAAAAAAK6WJ+8A+Oqrr/T9999naduJEycqICDghuufe+45SVKvXr0ybSc6OlpnbK4Qj4yMzFIOAAAAN+SoWpTUtwQAAACQH9FHcqo8OQDw/fff66WXXsrStg888MANBwAWL16s9957T506dVLv3r0zbWf27NmaOnVqtnMFAADIjMUqWRxQU4zbWwEAAADkR/SRnCtPDgB07txZQUFBWdo2MDAww+Vffvmlhg4dqgYNGujjjz+WxWLJtJ2xY8eqT58+xrLIyEj17NkzS3kgPf8VZk1wf5v1a06YdbR7vLTTiGsV8jXic6lmXe5iv5ovX6ttzX8HsiYnmwts4pTERKflkuelmjX4w341341P3W3+Xst5Fcm0uT02v+cnnplgxBU++dmIbV8XFVf+a44Bm/kEUvPZSHFylDkXRZWpRY14wafVjPjB4L9v2JZtjf9Ov44wYs91wUZc/ZODRmz+ll0v+VSUEZcaFJ/2fGptcz4Yrz+PGvFJH/M1uKvivUbs+Yd5d9imsJrmwZPM94Og4+acHwAAAAAAAM6SJwcAWrdurdatW+d4/w0bNqhXr16qUaOG1q9fn6XBhLCwMIWFheX4mAAAABni9lYAAAAAuI4+klO51STAkrR582Z1795dVapU0bfffquQkBBXpwQAAAAAAAAAgNPlyTsAcmrHjh264447VKlSJW3YsEHFixd3dUoAAKCgs/7/wxHtAgAAAEB+Qx/JqdxmACAuLk633367Ll26pKZNm2rGjBnG+nLlymns2LEuyg4ZCfrmgBG/dcacE2B26W1GHOZpziLg3eOMEXt8ZNY/T710Kbcpwg4s3oWM+HTPBCO+Wc1/W5dSzfYCD5i16286F0RqXqtWbz/xlcw6/XcU2WOzxY3P9dDIfkZc5r5oI045+6cZZz89l0qJiUl7bvnxd3PdTfa12My1YDtPUerhuFxkBgAAAAAA4DhuMwDg4eGhxx577IbrixYtesN1AAAAjmKxShYH1KK0cHULAAAAgHyIPpJzuc0AgK+vr5588klXpwEAAJCvHD16VEOHDlVKSopmz56tmjVrOnV/AAAAAIDjuM0AAAAAQJ5ktV59OKLdXDdh1b333qutW7cqMTFRMf8ql+WM/QEAAAAUQHm4j+SOGACAy6TGmnWzv/+7irmBzRwAtgp55rcq5JAkL6/c/d52XK5kxB4XzNdRQX5VFIpJMuIjyYFGXNn7+tmJTjHP25mPyxlx8bNb7ZwdgLzotdde086dO/XAAw9o5syZTt8fAAAAAOBYDAAAAAA4klXpZ4+2V7u5sHfvXj399NN666239M8//zh9fwAAAAAFVB7tI7krD1cnAAAAAOdKSkrSoEGD1KJFCw0bNszp+wMAAAAAnIM7AAAAABzIYrXK4oBalNfajIyMTLcuNDRUYWFhN9x36tSp2rdvn3bt2pWjY+d2fwAAAAAFl6P7SDAxAACXsSYmGnHZu3YbcSfVz3R/Xx02YkfcOYTcsyZdMeLyfc0vi272e765wzffpICwbNlpxC9XrmPGmexbXNT8B/Krnj17pls2ZcoUPfvssxluv23bNr344ot65ZVXVKlSpQy3yUxu9wcAAAAAOA8DAAAAAI5ktV59OKJdSStXrlRERISxKjQ0NMNdUlJSNHjwYDVq1Ejjx4/P9iFzuz8AAAAAOLqPBBMDAAAAAPlYRESEatWqlaVtL1++rIMHD6pq1apq27Zt2vJjx45JksaOHavg4GB9++23DtkfAAAAAOBcDAAAAAA4Uh66usXX11ffffdduuVLly7V22+/rfvuuy/TwYTc7g8AAAAAeamPVBAwAAAAAFBAeHp66rbbbku3/Oeff5YkNWzYUM2aNUtbHhsbq65du6ply5Z6/vnns70/AAAAAMC1GAAAAABwpFQ5ZqZ6R7RpIzk5WRs3blRQUJDjDwYAAACgYMjHfaT8iAEAAAAAB7LIKosDbkW1yH5t9uvXT40bN1bNmjWN5UWKFNF3332n4sWL52h/AAAAALCVH/pI7oQBAAAAgAKubNmyKlu2bLrlXl5eGZb8yer+AAAAAADXYgAAAADAkaxy0ARX9m8SAAAAAByOPpJTebg6AQAAAAAAAAAAYH/cAQAAAOBIVquDrm7h8hYAAAAA+RB9JKfiDgAAAAAAAAAAANwQdwAAAAA4Ele3AAAAAMB19JGcijsAAAAAAAAAAABwQ9wBAAAA4Eip//9wRLsAAAAAkN/QR3Iq7gAAAAAAAAAAAMANcQcAAACAQ1llcUgtSupbAgAAAMiP6CM5E3cAAAAAAAAAAADghrgDAAAAwJGs1qsPR7QLAAAAAPkNfSSn4g4AAAAAAAAAAADcEHcAAAAAOFKq9erDEe0CAAAAQH5DH8mpuAMAAAAAAAAAAAA3xB0AAAAAjmSVg+pb2r9JFBypqanavHmzVqxYodOnT2vUqFFq06ZNlvb97bff9NJLL2W47oknnlCDBg3smSoAAADcDX0kp2IAAAAAAChAdu/erdtvv12VK1dWRESEli5dqvbt22d5AODEiRNaunSpJk2apJo1axrrSpQo4YiUAQAAAIc6evSotm7dqhMnTqhs2bJq1aqV23y2ZQAAAADAkaxWB13dwuUtyJlSpUppx44dKlWqlL766ivNnz8/R+20bdtWt912m32TAwAAgPvLQ32k2NhY3XXXXfrmm2/Uvn171axZU6tWrdLQoUM1bdo0Pfzww/bP08kYAAAAAHAoB3245f5W5FBISIirUwAAAECBlnf6SLGxsdq3b59++OEHNW/ePG35U089pUceeUR169ZV+/bt7Zmk0zEJMAAAAIBsmzNnjgYPHqwxY8ZowYIFio+Pd3VKAAAAQLYULVpUP/74o/HlvySNGjVKkvT555+7Ii274g4AAAAAR0q1Xn04ol0UaD/99JNee+21LG376KOPqnHjxnY7drVq1VS1alVVqFBBBw4c0IQJE/Tcc89p3bp1ioiIyHTf6OhonTlzxlgWGRlpt9wAAACQx+WhPpK/v7/8/f3TLT937pwkyWKx5DotV2MAAAAAAMiHjh07pqVLl2Zp2/79+9ttAKB58+bavXu3vLyudyVGjBih+vXra/Dgwfrxxx8z3X/27NmaOnWqXXIBAAAAbGV0cUloaKjCwsKy3MaLL74oSerevbvd8nIVBgAAAAAcyZp69eGIdlGgNWvWTEuWLMnStk2aNLHbcTOaQyAiIkL9+vXT/PnzdfLkSYWHh99w/7Fjx6pPnz7GssjISPXs2dNuOQIAACAPc3AfKaPPlVOmTNGzzz6bpWbmzJmj5cuXq2/fvmrbtq0dE3QNBgAAAACAfKhMmTLq37+/q9NIU6pUKUlXb5fObAAgLCwsW1dfAQAAANmxcuXKdGUpQ0NDs7TvihUr9OCDD6p58+aaP3++I9JzOgYAAAAAHMkqyeqA+pZMAYA8ZufOnfLy8lL58uVdnQoAAADyMgf3kSIiIlSrVq1s775mzRoNGDBAjRo10ldffZXh3AD5kYerEwAAAACQN/3888/q37+/vvzyy7RlCxcu1D///GNst2DBAq1du1ZDhgxRQECAs9MEAAAAcmX9+vW66667VL9+fa1bt86tPtNyBwAAAIAjWa1SqiOubuEWAORMamqq7r77bklSVFSUJGnu3Ln65ptvJElvvPFG2i3Sx48f19KlS9WsWTN17txZkhQTE6MmTZooJCREpUqV0oEDB3To0CGNHj1ar7/+uvN/IAAAAOQveayPtGnTJvXo0UN16tTRunXrFBgYaOfEXIsBAAAAAKAAsVgsxsRoo0ePNtb7+fmlPW/SpImWLFmihg0bpi178MEHNWrUKO3evVt///23AgIC1LBhQwUHBzs8dwAAAMCeTp06pa5du+rKlStq3bq13nzzTWN9tWrV1KdPHxdlZx8MAAAAADiS1eqg+pbcAYCcsVgsWZ48uHTp0hluW6hQITVs2NAYGAAAAACyJA/1kTw9PTVu3Li0OCEhwViflJSU67RcjQEAAAAAAAAAAECBExYWpueff97VaTgUAwAAAACOlIeubgEAAAAAl6OP5FQerk4AAAAAAAAAAADYH3cAAAAAOBJXtwAAAADAdfSRnIo7AAAAAAAAAAAAcEPcAQAAAOBIqVYpNdUx7QIAAABAfkMfyam4AwAAAAAAAAAAADfEHQAAAAAO5aD6luLqFgAAAAD5EX0kZ2IAAAAAwJGY4AoAAAAArqOP5FSUAAIAAAAAAAAAwA1xBwAAAIAjpVodMxkVE1wBAAAAyI/oIzkVdwAAAAAAAAAAAOCGuAMAAADAkaypslpTHdIuAAAAAOQ79JGcijsAAAAAAAAAAABwQ9wBAAAA4EhWOaYWJeUtAQAAAORH9JGcijsAAAAAAAAAAABwQ9wBAAAA4EhW69WHI9oFAAAAgPyGPpJTcQcAAAAAAAAAAABuiDsAAAAAHCk1VbKkOqZdAAAAAMhv6CM5FXcAAAAAAAAAAADghrgDAAAAwJGobwkAAAAA19FHciruAAAAAAAAAAAAwA1xBwAAAIADWa1WWR1Qi9LK1S0AAAAA8iH6SM7FHQAAAAAAAAAAALght7sD4Pvvv9enn36qAwcOqEiRIqpTp45GjhypUqVKuTo1AABQEFHfEgAAAACuo4/kVG51B8D999+vV199VTVq1NAjjzyi7t27a9WqVYqIiNDmzZtdnR4AAAAAAAAAAE7jVncATJ8+XQEBAcay7t27Kzw8XNOmTdO6detclBkAACiwUq2SHHAlSqr92oyOjlZqaqpCQkLk7e2d5f1SUlJ0+fJlFSlSxG65AAAAAHBz+aCP5E7c6g4A2y//JSkoKEghISGKiYlxQUYAAKDAs6Y67mEHn3/+uUqUKKFSpUrpl19+uen2iYmJmjdvnv7zn/8oKChIYWFhCg4O1ogRI3T8+HG75AQAAADAjeXxPpK7casBgIx89NFHOn78uIYOHerqVAAAAPKUM2fOaMSIEapUqVKW9zl48KB27dqld955R+fPn1d8fLzWrl2rNWvWqHXr1kpMTHRgxgAAAACA7MiTJYDefvttLVq0KEvbfvbZZwoNDTWW9erVS1FRUTpx4oQuXbqkpUuXqm/fvpm2Ex0drTNnzhjLIiMjs5c4AACADatVsjrgVlR7zG81atQolS1bVnfddZeefPLJLO1Tu3Ztvf7668ayW265RQ899JCeeOIJbdu2Ta1bt859cgAAAADcUl7uI7mjPDkAcOTIEW3ZsiVL22Z0ldlTTz2l+Ph4HTlyRG+++aYeeOABlS5dWi1atLhhO7Nnz9bUqVNznDMAAEB+snDhQq1Zs0Y///yzXeZJio+PlyQVL148120BAAAAAOwjTw4AjBkzRl27ds3StmFhYemWNWnSRJLUunVr9e3bV/Xq1dPAgQN1+PDhG7YzduxY9enTx1gWGRmpnj17Zj1xAAAAW9ZUSQ6oRZmL+pZHjx7VuHHj9MQTT6hu3bo5GgCIj49XTEyMYmNj9cMPP+jVV1/Vgw8+qFq1auU4LwAAAAAFQB7sI7mzPDkAUL58eZUvX94ubfn6+qpNmzaaO3euoqOjMxwwkK4OJNxoHQAAQF6VUcnC0NDQG36usVqtuvfeexUeHq5nnnkmx8ddvHixJk2apIsXLyohIUEDBgzgbkoAAAAAyGPcfhJg6epVboULF1ZgYKCrUwEAAAWMNdXqsIck9ezZU7Vr1zYes2fPvmE+r7/+ujZt2qR58+bJx8cnxz/XiBEjFBUVpfj4eG3ZskXbt29XkyZNdPHixRy3CQAAAMD9ObqPBJPbDABcuXJFU6ZM0fnz59OWpaSkaPbs2frqq680evToXHVyAQAA8qKVK1dq9+7dxmPs2LEZbpuYmKiJEydqwIABqlSpkqKiohQVFaVLly5Jkv755x+dPn06W8e3WCy65ZZb9MYbb+jQoUNasGBBrn8mAAAAAIB95MkSQDnh7e0tX19fNWjQQB4eHgoODtaRI0fk4eGhadOm6emnn3Z1igAAoCBycH3LiIiILNfdT0lJUWBgoL755hvVr18/bfm1CXwHDRokX19fHT9+PNvpRERESJJOnDiR7X0BAAAAFCDMAeBUbjMAYLFY9OSTT+qJJ57Q8ePHdfLkSRUrVkyVK1eWh0fObnRITEyUJMUrVuIOEgAA8qx4xUq6/r87L4lXnEM+R8QrLtv7+Pn5KSoqKt3yGTNm6LHHHtPatWvVrFmztOVWq1WnT59W4cKFFRQUJElKTU3N8LPVd999J0lq0KBBtvMCrv3tRh5OcnEmAAAA+d+1z1R5sX8k5a0+UkHgNgMA11gsFpUtW1Zly5bNdVvHjh2TJP2hrbluCwAAON6xY8fUsGFDV6chSQoODlbRokX1x6UfHXaMokWLKjg42GHtX7x4UaVKlVKPHj20cuVKSdLTTz+ty5cvq1u3bqpYsaJiYmL01Vdf6fnnn1e7du3Ur18/h+UD93Xtc3evoekHqAAAAJAzeal/JLlHHyk/crsBAHtq3bq1Vq5cqbJly2Y6f0BkZKR69uyplStXpt3+jqzh3OUc5y5nOG85x7nLOc5dzmX13CUmJurYsWNq3bq1E7PLXHh4uPbt22fMT2RvwcHBCg8Pz3U7/v7+KlGihAoVKmQs9/DwUIkSJYwP0M8++6wWL16smTNn6sCBA7JarapSpYpee+01DR06VJ6enrnOBwVPVj93X8P7qutw7l2L8+9anH/X4vy7FufftbJ7/vNi/0jKX30kd8IAQCaCgoLUo0ePLG+fnRq8MHHuco5zlzOct5zj3OUc5y7nsnLu8tKVLdeEh4fniw+fY8aM0ZgxY9ItDwgISFcyyMfHR8OGDdOwYcOclR4KgOx+7r6G91XX4dy7FufftTj/rsX5dy3Ov2tl5/znxf6RlH/6SO4kZ8XxAQAAAAAAAABAnsYAAAAAAAAAAAAAbogBAAAAAAAAAAAA3BADAHYQGhqqKVOmKDQ01NWp5Ducu5zj3OUM5y3nOHc5x7nLOc4dgIzw3uA6nHvX4vy7FufftTj/rsX5dy3OP3LDYrVara5OAgAAAAAAAAAA2Bd3AAAAAAAAAAAA4IYYAAAAAAAAAAAAwA0xAAAAAAAAAAAAgBtiAAAAAAAAAAAAADfk5eoE3NX+/fv16aef6sCBA/L391etWrU0aNAgFSlSxNWp5WmJiYlatWqVtm/frrNnz6pChQrq3bu36tSp4+rU8oWDBw9q2bJl2rlzp+rUqaPJkye7OqU85aefftLHH3+s6OhoVaxYUUOHDlXlypVdnVaed+XKFa1bt06rVq3S+fPn9cwzz6h+/fquTivPS05O1po1a7R161ZFRUWpXLly6tatm5o2berq1PK81NRUrV27Vps3b9bJkycVHh6u9u3bq0OHDq5ODUAeFRMTk/YZKD4+XuXLl9eAAQNUtWpVV6dWIBw4cECfffaZ9u/fryJFiqhevXoaOHCgfHx8XJ1agZCamqqNGzdqxYoVioqK0qhRo/if6QBr1qzR2rVrFRsbq9q1a+u+++5TSEiIq9MqEK5cuaKvv/5aq1at0oULFzRlyhS+I3ASq9WqDRs26LvvvtPRo0cVHh6utm3bqmPHjq5OrcD4/ffftXr1akVGRiowMFD169fXgAED5Ovr6+rUkI9wB4ADPPPMMxo4cKAuX76sNm3aqHz58po5c6YqVKig3377zdXp5Vn79u1TeHi4Hn74YQUEBOi2227T33//rYYNG2rixImuTi/Pa9Omjbp06aL4+Hh98cUX2rRpk6tTylNmzZqlFi1aSJI6d+6sgwcPqk6dOvr2229dnFne9u2336ps2bJ6++23FRsbm9axROZOnTqlMmXKaOTIkfL29la7du107tw5tWzZUqNHj3Z1enlaamqqatasqUWLFqlEiRJq3769Ll++rG7duqlTp05KTk52dYoA8piffvpJDRs21G+//aa6deuqWbNm+vnnn1WjRg29+OKLrk7P7Y0fP17Vq1fX1q1b1bJlS1WsWFHTp09XtWrVtH//flen5/b27t2rsmXLatq0aUpKStKKFSt06NAhV6fldu677z4NGDBAZcqUUfv27fX555+rTp06nGsnWLduncqWLau5c+fq0qVLWrFihU6fPu3qtAqMiIgI9ejRQ7GxsWrfvr0k6c4771TXrl2VmJjo4uzc35gxY3T//ffLarWqffv2KlmypKZMmaIqVaro4MGDrk4P+YkVdnf8+PF0y6KioqyFCxe2durUyQUZ5Q9bt2619u7d23rx4kVj+ZNPPmmVZN2yZYuLMssf/vzzz7TngYGB1nbt2rkwm7zl4MGDVm9vb+uTTz5pLL/99tutpUuXtl6+fNlFmeV9p06dsp4/f95qtVqt7777rlWS9csvv3RtUvnAwYMHrR06dLCeOXPGWD5jxgyrJOvq1atdlFnel5qaaj1x4kS65a+//rpVknXJkiUuyApAXnb27NkM/5d37tzZ6unpme69GPY1YMCAdP/XTp8+bS1WrJi1bdu2Lsqq4Pjnn3+sUVFRVqvVal2/fr1VknXOnDkuzsq9rFy50irJ+vHHH6ctu3z5srVixYr0uZzg5MmT1gsXLlitVqt1zpw5VknW9evXuzirgqNevXrWQ4cOGcuu/U28+uqrLsqq4Mjo+8XIyEirJOs999zjgoyQX3EHgAOULl063bISJUooPDyckepM1K5dW8uWLVNAQICxvGvXrpKkH374wRVp5RvVq1d3dQp51sKFC5WUlKRRo0YZy0ePHq0TJ07oyy+/dFFmeV/JkiUVFBTk6jTyndKlS2vt2rUqXry4sfza+xl36NyYxWJReHh4uuUNGzaUJP6PAkgnJCREhQsXTre8QYMGSklJ0blz51yQVcExZ84cdevWzVgWFhampk2b8vndCYKDg1WiRAlXp+HW3nvvPRUrVkx9+vRJW1a4cGHde++9+vbbb3X48GEXZuf+SpUqpcDAQFenUWBt3LhRlSpVMpbdcccdslgs9GmcIKPvFytXrqyAgAD6RcgWBgCc5Pvvv9eRI0fUu3dvV6eSZxUpUkQeHulfktduHeZLSOTUTz/9pGLFiqlChQrG8saNG0uStm3b5oKs4M58fX3l7e2dbjnvZzmTmpqqDz74QIULF1aXLl1cnQ6AfODChQtauXKl6tatq4iICFen49Yy+mLOarXqwIEDfGkHt/DTTz+pfv366fqq9CVQEGT0Pn7w4EFZrVb6NC7y6aefKiYmhu8XkS1MApyJjz/+WMuXL8/StnPmzFFoaKixbOzYsTp9+rROnDihgwcP6s033ywwtZ+nTJmiPXv23HS7kJAQvfPOOzdcf+nSJT3//PPy9/dXz5497Zhh3tWvXz+lpKTcdLuWLVtqwoQJjk/IDRw/fjzDK6OuLTtx4oSzU0IBdOXKFU2ePFleXl7q16+fq9PJ8/bs2aMpU6YoMTFRu3btUqlSpbRlyxa+yAPc2LFjx/TQQw9laduBAwem+2y4ePFiffbZZ4qJidH27dvVq1cvvfLKK/L09HRAtu5n3759euaZZ7K07c0mmZ07d67++usvPqtmw44dO/TSSy9ladtHH31UzZo1c3BGkKSkpCSdOXOGvgTwL08++aSkq/+L4RyDBg1SXFycjh49quPHj+uDDz7QoEGDXJ0W8hEGADKxe/durVixIkvbzpgxI90AQLdu3RQTE6MjR47ovffe06uvvqpbbrlF9erVc0S6ecrGjRu1cePGm26X0e1M16Smpmrw4ME6fPiw5s6dW2BubV2xYkWWBgC8vPjzzaorV67Iz88v3XIvLy9ZLBYlJCS4ICsUNGPGjNHvv/+uF154gS+xsyAsLEz9+/dXXFycKlSooPnz5+vVV1/VvHnz5OPj4+r0ADjAxYsXs/zZ+9qVt/9Wr149+fj46MyZMypcuLA+/vhjNWzYUA888IC9U3VLZ8+ezfL5b9++/Q0HALZv364JEyYoIiJCU6dOtWeKbu3EiRNZPv/9+/d3cDa45tokpxn1va7d7UlfAgXJ9OnT9fnnn2vYsGFq166dq9MpMHr37q2EhAQdOnRI77zzjl555RU1b96cfiWyjG8QMzFgwADVr18/S9uGhYWlW9a5c+e052PGjFHdunXVt2/ftBIQ7mzq1Kk6c+bMTbfL6EtZ6eptwyNHjtTKlSv1zDPPaMSIEfZOMc9atmyZUlNTb7pd2bJlnZCNeyhSpIhiY2PTLY+Pj5fValXRokVdkBUKkscff1zz58/X6NGj9dRTT7k6nXwhNDRUd911lyTp3nvvVYcOHdSjRw/VqlWLcwi4qXLlyumTTz7J0rZ16tRJt6x27dqqXbu2pKufvceOHatx48bplltuSZtHBDdWo0aNLJ//G53P3bt3q3PnzgoJCdFXX32Vbm4v3FjTpk2zfP6bN2/u4GxwjZ+fnzw8PBQfH59uXVxcnCTRl0CBMXfuXE2cOFF33HGH5syZ4+p0CpR/3/U4YsQI1apVS/fee6+2bNniuqSQrzAAkIlatWqpVq1admkrICBAt99+u9555x1FRUWpZMmSdmk3r2rdunWu9n/wwQc1b948PfHEE3ruuefslFX+0KtXL1en4HaqVKmiNWvWKCUlxSgD8Pfff6etBxxlypQpeuWVVzRixAjNnj3b1enkW926dZOfn582btzIAADgpgICAtIG/uyhb9++mjNnjjZt2sQAQBaEhITk6vzv27dP7du3l4+PjzZs2KDKlSvbMTv3Fx4ebtfXP+zDw8NDlSpVSus3/Bt9CRQkH3zwgUaPHq1OnTrp008/VaFChVydUoEVFham1q1b67PPPtOVK1f4XSBLmATYic6ePSsvLy8VKVLE1ankaY8++qjeeustPfbYY3rxxRddnQ7cQLt27ZSQkJBugq4NGzZIUqY1bIHcePHFFzVt2jQNGzZM77zzjiwWi6tTyrcuXbqky5cvKzg42NWpAMgnzp49K0m8bzjBoUOH1K5dO1ksFn333XeqWrWqq1MC7KZdu3b6/fffdf78eWP5hg0bVLhwYd16660uygxwjqVLl2rYsGFq3769Vq5cSTnOPODs2bPy9/dPK0UG3AwDAHaWmpqqt956K61W4DWrVq3SqlWr1L9/fwYAMjF58mTNnDlTjz76qF5++WVXpwM3MWjQIJUuXVqTJk3SlStXJElnzpzRjBkz1K5dOzVp0sTFGcId/e9//9NTTz2lYcOG6b333uPL/yzaunWrNm/ebCyLj4/Xgw8+KEkaPny4K9ICkIctXbpUR48eNZYdO3ZMU6ZMUVhYmLp37+6izAqGY8eOqV27dkpNTdV3332natWquTolwK4eeughWSwWTZo0KW3Zrl27tHjxYt1///2UAIJbW7VqlQYOHKi2bdtq9erVKly4sKtTKjAuXryoBQsWKDk52Vi+cOFCbdq0ScOHD6ePiSyzWK1Wq6uTcCdWq1WPPPKIVqxYofDwcBUrVkyHDh3SkSNHNGTIEL3++uu8Yd7Apk2b1Lp1a/n5+RnzJ1zTtWtXDRkyxPmJ5RMzZ87U1q1bJUmrV69WcHBw2tUoAwcONGrGFUQ7d+7UXXfdpeTkZNWuXVvbtm1TjRo19Omnn6abwBvXnTlzRmPGjJEkHTlyRL/88otatmyZNin3smXL5OHBWLKtPXv2qE6dOvLy8lK3bt3SfTBr1aqVxo0b56Ls8rY///xTDz30kA4cOKCIiAglJyfr999/l5+fn2bOnKm+ffu6OkUAecxnn32mKVOmyGq1qnz58jp37px+/fVXNWrUSO+++67dSnoiYx06dNA333yjhg0bqmLFiunWL1iwgC9IHexa6aDo6Gj98MMPatCggSpVqiRJevPNN92+/KwzrF69WkOHDlXp0qVVunRpbdy4Ub169dKCBQu4AtfBoqKi0iZz/+uvv/Tbb7/p1ltvTZuHcfny5a5Mz63FxMQoLCxMiYmJ6tKlS7rvsqpWraoXXnjBRdm5v4SEBD300ENau3atypUrp4CAAO3fv19RUVEaO3aspk+fnuEE5UBGGABwkPj4eO3Zs0cnT55UsWLFVK9ePSbBuomoqKh0V33+W5UqVVSvXj0nZpS/bNu2TcePH89wXZ06dbgaS1JKSop27Nih6OhoVaxYMcMJBGGKj4/XF198ccP1vXv35qqDDPzzzz9pJaYyUr58ee48uYlTp05p7969unz5ssqXL69atWox2ATghqxWqw4ePKiDBw/Ky8tLNWrUULly5VydVoHw3Xff6dy5czdc3717d+oTO1hmX4B27txZ/v7+TszGfV2+fFk//fSTYmNjVbt2bVWoUMHVKRUIcXFx+vLLL2+4nrkzHOfKlStavXr1DdeHhISoTZs2TsyoYIqNjdXu3bt1+vRphYaGql69eryvI9sYAAAAAAAAAAAAwA1xKR0AAAAAAAAAAG6IAQAAAAAAAAAAANwQAwAAAAAAAAAAALghBgAAAAAAAAAAAHBDDAAAAAAAAAAAAOCGGAAAAAAAAAAAAMANMQAAAAAAAAAAAIAbYgAAAAAAAAAAAAA3xAAAAAAAAAAAAABuiAEAAG5jyZIlCgoK0vnz512Ww7x581SiRAnFxMS4LAcAAAAA2fPEE0+ofv36slqtLsvhwQcfVPPmzV12fACAe7JYXfnfDQDsJCEhQdWqVdPw4cM1efJkl+WRnJysGjVqqFevXnrppZdclgcAAACArDl8+LBq1KihZcuWqXv37i7LIyoqSpUqVdK8efM0YMAAl+UBAHAv3AEAwC0sWrRIJ0+e1OjRo12ah5eXl0aNGqW33nqLuwAAAACAfGDmzJkqWbKkunXr5tI8SpYsqV69eumFF15waR4AAPfCAAAAt/D222+rU6dOCgsLc3UquvvuuxUfH68PP/zQ1akAAAAAyMS1z+0DBw6UxWJxdToaOHCgdu/erS1btrg6FQCAm2AAAIDLJSYmqkmTJipTpozOnDmTtvzy5cuqV6+eKlasmGld/1OnTumXX35R27Zt062bMGGCChcunG75mjVrZLFYtHnz5rRlM2bMkMVi0cmTJzV+/HgVL15cISEheuSRR5SamqrExESNGzdOoaGhKlq0qIYMGaLLly+nazs8PFzVq1fX6tWrs3sqAAAAAGTDqVOnVLJkSbVs2VJJSUlpy48eParixYurbdu2SklJueH+GzduVExMTIZ9idtuu03NmjVLt/z555+XxWJRbGxs2rKBAwem9WfuuusuBQQEqEyZMpozZ44k6fTp0+rTp48CAwMVGhqqKVOmZJhPq1at5OXlRV8CAGA3DAAAcDkfHx8tX75cly9f1oABA5SamipJGjNmjPbv369PPvlEwcHBN9z/2pf4jRs3tks+EydO1C233KK//vpLH374oWbPnq2XX345bVKuyMhILV++XJ988ommTZuWYRtNmzbVli1b0n4WAAAAAPZXqlQpLVmyRNu2bdPjjz8uSbpy5Yr69OkjHx8fLVmyRJ6enjfc3559idTUVI0bN07jxo3T8ePH9eSTT2rs2LFavXq17rvvPo0dO1bHjh3Tc889p2nTpmnp0qXp2vDz81OtWrW0adOmXOcDAIDEAACAPKJ8+fL64IMPtGHDBk2ePFnvvvuuFi5cqNdff/2mH8aPHj0q6eqHf3uoUaOG+vXrp4CAAN1xxx3q1auXnn/+eZUvX14DBgxQYGCgOnXqpN69e2vevHkZtlGqVCnFxcXp7NmzdskJAAAAQMbatGmj5557Tq+//ro++eQTPfTQQ/r111+1dOlSlShRItN9jx49Kj8/PwUEBOQ6j1OnTmnIkCFq1aqVAgIC9MADD6hmzZq6++67NXr0aLVp00YBAQEaPXq06tSpk2lf4u+//851PgAASAwAAMhDunTpoqeeekovvPCCHnjgAQ0cODBLk/peuHBBklS0aFG75NG5c2cjrl69uuLi4tItr1Gjhs6cOaNLly6la+NaB+JabgAAAAAc58knn1TXrl01ePBgzZ49Wy+++KJatmx50/0uXLhgt36Et7e32rdvbyyrXr26EhIS1LFjR2N5jRo19Ndff2XYTkBAAP0IAIDdMAAAIE8ZOnSoLBaLrly5oieeeCJL+wQFBUmSYmJi7JKD7Z0E1zoEN1p+8eLFdG1cyyWz0kUAAAAA7MNisWjYsGFKSEhQYGBgli4kkq72JezVjwgNDU1Xbqho0aIKCQmRt7d3uuU3+pI/JiaGfgQAwG4YAACQZyQmJqpfv34qVaqUSpcurSFDhigxMfGm+5UvX16SFBUVleVj/XuCMFsWiyVbyzNy6tQp+fv7KyQkJMv7AAAAAMiZkydPavTo0apXr54SEhKyPABQvnx5Xb58OVuDADfqS9ijHyFd7Utc6+MAAJBbDAAAyDPGjRunXbt2admyZVq6dKl+//13TZgw4ab7Xbu19+eff85wfWJiYrpa/Hv37s11vpnZvn27WrRoIQ8P3mYBAAAAR0pOTlbfvn0lSWvXrtWsWbO0aNEivfPOOzfd92Z9iRMnTqRb5si+RHx8vPbs2aNbb73VYccAABQsfDMFIE/48MMPNXfuXL3yyiu65ZZb1KJFC7300kt6++239dFHH2W6b8mSJdW4cWNt2LDhhts88MADOnbsmOLi4vTFF1/o1VdflSQdP37crj+HdPXqo3379ql79+52bxsAAACA6fHHH9e2bdu0ZMkSlS5dWiNHjtSgQYM0fvx4/frrr5nue23C3hv1JY4fP65Jkybp3LlzunDhgt599119+umnaevsbdOmTUpOTqYvAQCwGwYAALjc7t27NXr0aPXp00fjx49PW/7www+rV69eGjlypP78889M2xg9erS+/vprRUdHp1vn4+Ojpk2b6rbbblOJEiX07LPPasmSJWratKlGjBihzz77zK4/z0cffSQ/Pz8NHDjQru0CAAAAMH366ad67bXXNG3aNLVt2zZt+dtvv60qVaqoT58+mU6o6+fnp8GDB2vRokWyWq3p1jdo0EAxMTGqW7euKlSooOXLl+vLL79UhQoV1LJlS7vfDbBo0SLVrl1bLVq0sGu7AICCy2LN6D8cAOQzCQkJql69uoYNG6bJkyenLZ8wYYLefvttJSQkOCWP5ORk1ahRQ7169dJLL73klGMCAAAAyLkjR46oevXqWrZsmXHl/W233aaEhARt27bNKXlERUWpUqVKmjdvngYMGOCUYwIA3B93AABwC4ULF9aLL76oV199VefPn3dZHh988IEuXryop59+2mU5AAAAAMi6ChUqaMKECZo8eXKGdwE4ywsvvKB69eqpf//+LssBAOB+uAMAgFtz9h0AAAAAANyDs+8AAADAEbgDAAAAAAAAAAAAN8QdAAAAAAAAAAAAuCHuAAAAAAAAAAAAwA0xAAAAAAAAAAAAgBtiAAAAAAAAAAAAADfEAAAAAAAAAAAAAG6IAQAAAAAAAAAAANwQAwAAAAAAAAAAALghBgAAAAAAAAAAAHBDDAAAAAAAAAAAAOCGGAAAAAAAAAAAAMANMQAAAAAAAAAAAIAbYgAAAAAAAAAAAAA39H9c+C5tikr9hAAAAABJRU5ErkJggg==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(1, 2, figsize=(14, 5))\n",
"xy = axes[0].imshow(validation[\"permittivity_xy\"].T, origin=\"lower\",\n",
" extent=validation[\"extent_xy_um\"], cmap=\"viridis\", aspect=\"equal\")\n",
"axes[0].set(xlabel=\"x (µm)\", ylabel=\"y (µm)\", title=\"binary material on executed xy Yee plane\")\n",
"xz = axes[1].imshow(validation[\"permittivity_xz\"].T, origin=\"lower\",\n",
" extent=validation[\"extent_xz_um\"], cmap=\"viridis\", aspect=\"auto\")\n",
"axes[1].set(xlabel=\"x (µm)\", ylabel=\"z (µm)\", title=\"executed xz stack near symmetry plane\")\n",
"fig.colorbar(xy, ax=axes[0], label=\"relative permittivity\")\n",
"fig.colorbar(xz, ax=axes[1], label=\"relative permittivity\")\n",
"plt.tight_layout(); plt.show()"
]
},
{
"cell_type": "markdown",
"id": "c696a88b",
"metadata": {},
"source": [
"## 10. Fresh central-wavelength electric-field profiles"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "f8f23ff6",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:33.721493Z",
"iopub.status.busy": "2026-08-18T03:08:33.721392Z",
"iopub.status.idle": "2026-08-18T03:08:33.861186Z",
"shell.execute_reply": "2026-08-18T03:08:33.860745Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(1, 2, figsize=(14, 5))\n",
"field_xy = validation[\"field_intensity_xy\"]\n",
"field_xz = validation[\"field_intensity_xz\"]\n",
"im0 = axes[0].imshow((field_xy/(field_xy.max()+1e-30)).T, origin=\"lower\",\n",
" extent=validation[\"extent_xy_um\"], cmap=\"magma\", vmin=0, vmax=1, aspect=\"equal\")\n",
"axes[0].contour(np.linspace(validation[\"extent_xy_um\"][0], validation[\"extent_xy_um\"][1], field_xy.shape[0]),\n",
" np.linspace(validation[\"extent_xy_um\"][2], validation[\"extent_xy_um\"][3], field_xy.shape[1]),\n",
" validation[\"permittivity_xy\"].T, levels=[3], colors=\"cyan\", linewidths=.35)\n",
"axes[0].set(xlabel=\"x (µm)\", ylabel=\"y (µm)\", title=\"device-plane normalized |E|²\")\n",
"im1 = axes[1].imshow((field_xz/(field_xz.max()+1e-30)).T, origin=\"lower\",\n",
" extent=validation[\"extent_xz_um\"], cmap=\"magma\", vmin=0, vmax=1, aspect=\"auto\")\n",
"axes[1].contour(np.linspace(validation[\"extent_xz_um\"][0], validation[\"extent_xz_um\"][1], field_xz.shape[0]),\n",
" np.linspace(validation[\"extent_xz_um\"][2], validation[\"extent_xz_um\"][3], field_xz.shape[1]),\n",
" validation[\"permittivity_xz\"].T, levels=[3], colors=\"cyan\", linewidths=.35)\n",
"axes[1].set(xlabel=\"x (µm)\", ylabel=\"z (µm)\", title=\"vertical normalized |E|²\")\n",
"fig.colorbar(im1, ax=axes, label=\"normalized phasor |E|²\", shrink=.76)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "76c84675",
"metadata": {},
"source": [
"## 11. Broadband coupling and independent Tidy3D validation"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "9e637169",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:33.862181Z",
"iopub.status.busy": "2026-08-18T03:08:33.862065Z",
"iopub.status.idle": "2026-08-18T03:08:34.023871Z",
"shell.execute_reply": "2026-08-18T03:08:34.023459Z"
}
},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" value | \n",
"
\n",
" \n",
" \n",
" \n",
" | FDTDX final binary peak | \n",
" 0.577275 | \n",
"
\n",
" \n",
" | Tidy3D same-geometry peak | \n",
" 0.533884 | \n",
"
\n",
" \n",
" | cross-solver relative difference | \n",
" 0.081275 | \n",
"
\n",
" \n",
" | published Tidy3D peak | \n",
" 0.663743 | \n",
"
\n",
" \n",
" | actual parity in Tidy3D | \n",
" 0.804353 | \n",
"
\n",
" \n",
" | repository 95% threshold | \n",
" 0.630556 | \n",
"
\n",
" \n",
" | Tidy3D task id | \n",
" fdve-7de41b63-0858-4c0c-9a4b-aa1c27472e89 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" value\n",
"FDTDX final binary peak 0.577275\n",
"Tidy3D same-geometry peak 0.533884\n",
"cross-solver relative difference 0.081275\n",
"published Tidy3D peak 0.663743\n",
"actual parity in Tidy3D 0.804353\n",
"repository 95% threshold 0.630556\n",
"Tidy3D task id fdve-7de41b63-0858-4c0c-9a4b-aa1c27472e89"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tidy = np.load(\"benchmarks/goldens/tidy3d_validation_invdes_grating_coupler.npz\", allow_pickle=True)\n",
"tidy_wavelengths = np.asarray(tidy[\"wavelengths_um\"])\n",
"tidy_coupling = np.asarray(tidy[\"coupling\"])\n",
"order = np.argsort(tidy_wavelengths)\n",
"\n",
"fig, axes = plt.subplots(1, 2, figsize=(13, 4.7))\n",
"axes[0].plot(validation[\"wavelengths_um\"], validation[\"coupling\"], color=\"#087d83\", lw=2,\n",
" label=\"FDTDX final binary\")\n",
"axes[0].plot(tidy_wavelengths[order], tidy_coupling[order], \"--\", color=\"#8221a8\", lw=2,\n",
" label=\"Tidy3D, same FDTDX geometry\")\n",
"axes[0].axhline(float(golden[\"ref_fom\"][0]), color=\"#d29b00\", ls=\":\",\n",
" label=\"published Tidy3D peak\")\n",
"axes[0].set(xlabel=\"wavelength (µm)\", ylabel=\"fundamental-mode power\",\n",
" title=\"Independent cross-solver spectrum\")\n",
"axes[0].legend(); axes[0].grid(alpha=.25)\n",
"\n",
"axes[1].plot(validation[\"wavelengths_um\"], 10*np.log10(np.maximum(validation[\"coupling\"], 1e-12)),\n",
" color=\"#087d83\", label=\"FDTDX\")\n",
"axes[1].plot(tidy_wavelengths[order], 10*np.log10(np.maximum(tidy_coupling[order], 1e-12)),\n",
" \"--\", color=\"#8221a8\", label=\"Tidy3D validation\")\n",
"axes[1].axhline(float(golden[\"executed_peak_loss_db\"][0]), color=\"#d29b00\", ls=\":\",\n",
" label=\"notebook −1.78 dB\")\n",
"axes[1].set(xlabel=\"wavelength (µm)\", ylabel=\"coupling (dB)\", title=\"Insertion loss\")\n",
"axes[1].legend(); axes[1].grid(alpha=.25)\n",
"plt.tight_layout(); plt.show()\n",
"\n",
"fdtdx_peak = float(validation[\"peak_fom\"])\n",
"tidy_same_geometry = float(tidy[\"tidy3d_fom\"][0])\n",
"published = float(golden[\"ref_fom\"][0])\n",
"pd.Series({\n",
" \"FDTDX final binary peak\": fdtdx_peak,\n",
" \"Tidy3D same-geometry peak\": tidy_same_geometry,\n",
" \"cross-solver relative difference\": abs(fdtdx_peak-tidy_same_geometry)/tidy_same_geometry,\n",
" \"published Tidy3D peak\": published,\n",
" \"actual parity in Tidy3D\": tidy_same_geometry/published,\n",
" \"repository 95% threshold\": extras[\"threshold\"],\n",
" \"Tidy3D task id\": json.loads(str(tidy[\"meta_json\"]))[\"tidy3d_task_id\"],\n",
"}, name=\"value\").to_frame()"
]
},
{
"cell_type": "markdown",
"id": "ef23f622",
"metadata": {},
"source": [
"## Interpretation and reproduction\n",
"\n",
"The two solvers agree on this final geometry within 10%, so\n",
"the forward result is credible. The geometry nevertheless\n",
"reaches only about 80% of the executed notebook's performance,\n",
"even after twice its recorded iteration count. This is a real\n",
"optimizer-parity failure, not a plotting or normalization\n",
"success. The example remains public precisely so future\n",
"optimizer changes have a complete, inspectable target."
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "92687177",
"metadata": {
"execution": {
"iopub.execute_input": "2026-08-18T03:08:34.024784Z",
"iopub.status.busy": "2026-08-18T03:08:34.024699Z",
"iopub.status.idle": "2026-08-18T03:08:34.026494Z",
"shell.execute_reply": "2026-08-18T03:08:34.026095Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"uv run fdtdx-bench run --case invdes_grating_coupler\n"
]
}
],
"source": [
"print(\"uv run fdtdx-bench run --case invdes_grating_coupler\")"
]
}
],
"metadata": {
"fdtdx_execution": {
"executed": true,
"working_directory": "repository root"
},
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.13"
},
"mystnb": {
"execution_mode": "off"
}
},
"nbformat": 4,
"nbformat_minor": 5
}