{ "cells": [ { "cell_type": "markdown", "id": "87afa5dd", "metadata": {}, "source": [ "# 06 · Convergence, caching, and cross-validation\n", "\n", "Three questions decide whether you can trust an FDTD number:\n", "\n", "1. **How fine a mesh do I need?** — `convergence.sweep` reruns a job while\n", " stepping the mesh and measures how much the S-matrix still moves.\n", "2. **How do I avoid paying for the same run twice?** — `run_cached` hashes the\n", " whole job and reloads the stored result on a repeat.\n", "3. **Is my *converged* answer *correct*?** A sweep tells you when an engine has\n", " stopped changing, which is not the same as stopping at the right value. To\n", " check that, **cross-check a second engine**.\n", "\n", "§1–2 run on free **beamz** (a straight waveguide). §3 tackles question 3 on a\n", "hard device using **recorded** beamz + tidy3d + Lumerical results, so the\n", "whole notebook reproduces for free — no cloud account or license needed." ] }, { "cell_type": "code", "execution_count": 1, "id": "7c3ca4b5", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:49:56.891359Z", "iopub.status.busy": "2026-07-20T01:49:56.891191Z", "iopub.status.idle": "2026-07-20T01:49:58.006570Z", "shell.execute_reply": "2026-07-20T01:49:58.005773Z" } }, "outputs": [], "source": [ "import json\n", "import tempfile\n", "import time\n", "from pathlib import Path\n", "\n", "import gdsfactory as gf\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from gds_fdtd.convergence import sweep\n", "from gds_fdtd.layout.gdsfactory import from_gdsfactory\n", "from gds_fdtd.lyprocessor import load_cell\n", "from gds_fdtd.plotting import plot_component, plot_permittivity\n", "from gds_fdtd.simprocessor import load_component_from_tech\n", "from gds_fdtd.solvers import get_solver\n", "from gds_fdtd.spec import SimulationSpec\n", "from gds_fdtd.technology import Technology\n", "\n", "\n", "def _find(rel: str) -> Path:\n", " for base in (Path.cwd(), *Path.cwd().parents):\n", " if (base / rel).exists():\n", " return base / rel\n", " raise FileNotFoundError(rel)\n", "\n", "\n", "REC = _find(\"examples/06_convergence_and_caching/recorded\")\n", "tech = Technology.from_yaml(_find(\"examples/tech.yaml\"))" ] }, { "cell_type": "markdown", "id": "54a11951", "metadata": {}, "source": [ "## 1 · How fine a mesh? — a convergence sweep\n", "\n", "A short straight waveguide, swept over three mesh densities on beamz.\n", "`sweep` returns a `ConvergenceReport`; `max |ΔS|` is the worst-case change,\n", "between successive meshes, of any S-parameter carrying real power\n", "(`floor_db=-10` keeps the metric on the through path, not the deep numerical\n", "reflection of a well-matched straight). A `cache_dir` means only genuinely new\n", "points ever cost a run." ] }, { "cell_type": "code", "execution_count": 2, "id": "567406c4", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:49:58.008467Z", "iopub.status.busy": "2026-07-20T01:49:58.008260Z", "iopub.status.idle": "2026-07-20T01:54:50.177044Z", "shell.execute_reply": "2026-07-20T01:54:50.176707Z" } }, "outputs": [ { "data": { "text/html": [ "
18:49:58 PDT WARNING: Using canonical configuration directory at                \n",
       "             '/home/mustafa/.config/tidy3d'. Found legacy directory at          \n",
       "             '~/.tidy3d', which will be ignored. Remove it manually or run      \n",
       "             'tidy3d config migrate --delete-legacy' to clean up.               \n",
       "
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Remove it manually or run \u001b[0m\n", "\u001b[2;36m \u001b[0m\u001b[32m'tidy3d config migrate --delete-legacy'\u001b[0m\u001b[31m to clean up. \u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "● Done: Raster cache hit (3d): 25986b9b7a7be653deb9ea6a34dcab2289effc66e6128271da9aa4bbd05b653a.npz | load=0.05s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "● Done: Raster cache hit (3d): cb29a8da54e62e698f0312c5fdb2a016ca08b9ee421449c81bde6484a49ab33c.npz | load=0.09s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "● Done: Raster cache hit (3d): 11be3c871fecf7df3d7f924955359cae6c4fc2b1c32fbe830f439d2d0d4e50ed.npz | load=0.18s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "mesh 4 → 6: max |ΔS| = 1.099 dB\n", "mesh 6 → 8: max |ΔS| = 0.219 dB\n", "\n", "recommended mesh (tol 0.25 dB): 8 · sweep wall time: 291.0 s\n" ] } ], "source": [ "gf.gpdk.PDK.activate()\n", "straight = from_gdsfactory(gf.components.straight(length=1.5), tech)\n", "spec = SimulationSpec(wavelength_start=1.5, wavelength_end=1.6, wavelength_points=3,\n", " z_min=-0.6, z_max=0.8)\n", "cache = Path(tempfile.mkdtemp(prefix=\"gdsfdtd_conv_\"))\n", "mesh_values = [4, 6, 8]\n", "TOL_DB = 0.25 # engineering tolerance — convergence is always relative to it\n", "\n", "t0 = time.perf_counter()\n", "report = sweep(get_solver(\"beamz\"), straight, tech, spec,\n", " field=\"mesh\", values=mesh_values, cache_dir=cache, floor_db=-10.0)\n", "cold = time.perf_counter() - t0\n", "\n", "for lo, hi, d in zip(mesh_values, mesh_values[1:], report.deltas_db, strict=False):\n", " print(f\"mesh {lo} → {hi}: max |ΔS| = {d:.3f} dB\")\n", "rec = report.recommend(tol_db=TOL_DB)\n", "print(f\"\\nrecommended mesh (tol {TOL_DB} dB): {rec} · sweep wall time: {cold:.1f} s\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "ff48df6f", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:50.195841Z", "iopub.status.busy": "2026-07-20T01:54:50.195647Z", "iopub.status.idle": "2026-07-20T01:54:50.373940Z", "shell.execute_reply": "2026-07-20T01:54:50.373181Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "report.plot(tol_db=TOL_DB)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e4b2cad4", "metadata": {}, "source": [ "The change shrinks as the mesh refines — the coarsest grid is off by ~1 dB,\n", "then it settles below the tolerance. `recommend` returns the coarsest mesh\n", "that had already stopped moving: the one to use in production. The tolerance is\n", "*your* call — a ±0.25 dB spec converges here; a strict 0.05 dB would demand a\n", "finer sweep." ] }, { "cell_type": "markdown", "id": "6d786928", "metadata": {}, "source": [ "## 2 · Repeats are free — caching\n", "\n", "Every point above was stored under a content hash. Re-running the **identical\n", "sweep** recomputes nothing; change the geometry, technology, spec, or engine\n", "version and only the genuinely new work reruns." ] }, { "cell_type": "code", "execution_count": 4, "id": "fe47e682", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:50.375151Z", "iopub.status.busy": "2026-07-20T01:54:50.375071Z", "iopub.status.idle": "2026-07-20T01:54:50.386396Z", "shell.execute_reply": "2026-07-20T01:54:50.385781Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "cold sweep (new points): 291.0 s\n", "warm sweep (all cached): 0.008 s → 38399× faster\n", "identical result: True\n" ] } ], "source": [ "t0 = time.perf_counter()\n", "again = sweep(get_solver(\"beamz\"), straight, tech, spec,\n", " field=\"mesh\", values=mesh_values, cache_dir=cache, floor_db=-10.0)\n", "warm = time.perf_counter() - t0\n", "print(f\"cold sweep (new points): {cold:6.1f} s\")\n", "print(f\"warm sweep (all cached): {warm:6.3f} s → {cold / max(warm, 1e-6):.0f}× faster\")\n", "print(f\"identical result: {again.recommend(TOL_DB) == rec}\")" ] }, { "cell_type": "markdown", "id": "01de6b7b", "metadata": {}, "source": [ "## 3 · Converged ≠ correct — cross-validate on a hard device\n", "\n", "A sweep only tells you an engine *stopped changing*. On a benign device that's\n", "enough; on a hard one it can plateau at the **wrong** value.\n", "**`sbend_dontfabme`** (from `examples/devices.gds`) is a *sharp* S-bend that\n", "offsets the guide 0.5 µm in ~1 µm. A bend that tight strongly **converts the\n", "fundamental mode into higher-order modes and radiation**, so its true loss is\n", "large and it stresses any solver.\n", "\n", "First, the geometry the solvers build — device + cladding + the port\n", "extensions that carry each port out through the domain edge:" ] }, { "cell_type": "code", "execution_count": 5, "id": "d00349f5", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:50.387267Z", "iopub.status.busy": "2026-07-20T01:54:50.387207Z", "iopub.status.idle": "2026-07-20T01:54:50.729337Z", "shell.execute_reply": "2026-07-20T01:54:50.728782Z" } }, "outputs": [ { "data": { "image/png": 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XX4eLiwvatm2L7777DpMmTULr1q0r3KDg4GAcPXoU8fHxCAgIQNu2bWFra4tZs2ZVuKyKlte2bVucP38eQqEQwcHB8PLywrp16/DDDz9gxYoVlao/KCgIn376Kb755htYW1trza1bmpUrV2LSpEmYPHkyPDw88Pnnn2P9+vWljmvX51oZgrGud2RkJOLi4hAQEIB27drBxsYGkydPBqDdA6hv/ca4jqXRN6bKfA6KGjt2LPdndF0PUBb2ZtapU0ev8vT5zBjiPJbWbn3vR/q0q6L3NkMTi8XYu3cvpFIp/P390bFjR/j6+mLChAl6Ha/vz3tFP0PV+XNQmunTp+P48eN48OABQkJC4OjoiMGDB+PatWv4+uuvuf2WL1+OTz/9FIsXL4anpyemTp2KTz75BC4uLnp1uCxZsgSrV6/G5s2bUadOHbRr1w4qlQpRUVHo0KGDMZtICDEhAmbsv50SwoPVq1fjrbfewtOnT9GgQQO+w+GdRqOBj48PLC0t8eTJkxK9t4cOHcKQIUNw69YtrkdUlxUrVmD+/PlITU0tMab3VaRvu0jt1LFjR5iZmeH8+fN8h0IIIbQMPKmddu/ejXr16lHC/f+ioqLw8uVLTJ8+XedwiRMnTmD8+PG1LjGtre0i5fv3339x/fr1UofVEUJIdavQ7CWEvIomTJiAN998E61bt0ZqaipWrVqFU6dOYePGjXyH9kqQSCRYvHgxnJyc8Oabb+rc5/vvv6/mqKpHbW0X0Xb8+HGcO3cO48ePR926dXH79m3MmTMHDg4OePvtt/kOjxBCAJhoT/fdu3e5BSRK+zdq1Ci+wyR6mjRpEhYtWgRfX1+0aNECFy9exPbt2zFlyhS+Q+Nd4VjuFy9eYOfOnTofoCSkpiucwWTEiBFwdXXF4MGD4efnh/Pnz+ucV5sQQvhAY7oJIYQQQggxMpPs6SaEEEIIIaQ6UdJNCCGEEEKIkdGDlKXQaDR4+fIl7OzsaNlfQgipIMYYsrOzUadOHZiZUf8OIYRQ0l2Kly9fwsfHh+8wCCGkRouPj4e3tzffYRBCCO8o6S5F4RLM8fHxsLe35zkaQgipWaRSKXx8fPRezp4QQmo7SrpLUTikxN7enpJuQgipJBqeRwghBWigHSGEEEIIIUZGSTchhBBCCCFGRsNLCCGEvFLy8/OhUqn4DoMQQvRibm4OoVBY7n6UdBNCCHllyGQyJCQkgBZLJoTUFAKBAN7e3hCLxWXuR0k3IYSQV0J+fj4SEhJgY2MDNzc3egiTEPLKY4whNTUVCQkJaNSoUZk93pR0E0IIeSWoVCowxuDm5gZra2u+wyGEEL24ubkhLi4OKpWqzKSbHqQkhBDySqEebkJITaLvPYuSbkIIIaQMubm5iIqK4jsMQkgNR8NLCCGEkDIkJSWhf//+kMlkvMZx7tw5qNVqAECzZs3g7u5eYh+JRIJnz54hMDAQAJCVlYUHDx6gQYMG8PDwqM5wCSHFUE83IYQQUgMsW7YMn3/+OQYOHIiTJ0/q3OePP/7Axo0bAQC7d+9GvXr1MHPmTPj5+eHHH3+sznAJIcVQTzchhJBX1poNfyIhJcMoZXu7O+PN6ZMqdEx+fj431MTBwQFNmzaFlZUVAODKlSvw9/eHs7Mzt//du3fh4OAAHx8fAAVTIj58+BC+vr5wdXUFAOTk5ODmzZvo3Lkznj17hpycHDRv3rxE3QcPHgQAtGjRotT49u/fj/DwcOTk5GDGjBnYsGEDxowZg8uXL6Nr164YOnQofH19K9RmQohhUNJNCCHklZWQkgGFXSMjlf24wsfk5eXh888/BwBkZGQgLS0Nhw4dQps2bbB+/Xq4urpi6dKlAAC1Wo3evXtjz5498PHxwdq1a7Fw4UL4+fnh2bNnmD9/PhYsWIDnz59jwIAB6NSpE5KSkjBw4EB89dVXFY5NIpHg9u3b6Nq1K06cOAGRSIRRo0YBAEJCQtC6dWscOnQIs2fPrnDZhJCqo6SbEEII0ZO1tTVOnz7Nvf7555/x0Ucf4ejRo5g6dSpGjx6NJUuWwMzMDEeOHIGdnR06duyI27dvIzw8HJcvX0bjxo2RkpKCwMBADBo0CCKRCFKpFGPHjsXkyZMrHdvhw4fRu3dvmJub4+nTp2jQoAHMzP4bRern54cnT55UpfmEkCqgMd2EEEJIBTDG8OjRI0RFRaFOnTq4du0aAKBjx46ws7PDsWPHAAAbN27EpEkFw1cOHTqEwMBApKSkICoqCg8ePECLFi24oSoWFhbcvpW1f/9+DBkyBEBBj3zhsJdC1tbWyMvLq1IdhJDKo55uQgghRE9JSUno06cPsrOzUbduXQgEAmRmZiI/Px9CoRBvvPEG/vjjD7Rr1w6HDx/Gd999BwBIT0/H48eP8cknn2iVZ2NjAwCws7PT6pWuKLVajRMnTmDNmjUAAGdnZ6SlpWntk5aWhnr16lW6DkJI1ZhE0n358mVcvXoVvXv3RkBAAN/hEEIIqaH+/PNPNGnSBLt27QIAREdHo02bNmCMAQBef/11fPXVV2jatCmCgoLQoEEDAAVT/DVq1Ehr1hHGGBQKBZ4/f17luM6cOYOWLVvC0dERABAUFISHDx8iJSUF7u7uUKlUOH/+PGbNmlXlugghlVPrh5ckJCRg9OjRePvtt3Hp0iW+wyGEEFKDeXp64ubNm/jnn3+wY8cOTJ8+vcT73bt3x+LFi/H6669z2ydMmIDk5GRMmzYNBw4cwB9//IFu3brh3r17etd98+ZNnD59GnK5HDExMTh9+jQyMgpmdik6tAQAmjZtin79+mHs2LHYs2cPJk6cCG9vb4SFhVXxDBBCKqtWJ935+fmYMGFCiT/nEUIIIfqysrJCaGgogILkedasWfjtt99w/PhxrFixAt26ddNaBnr8+PEQCoUYPXo0t83S0hKXLl2Cr68vNmzYgKioKCxbtgxBQUGwsbFB586dy43j999/x+effw5fX1+cPXsWn3/+OWJjYwEABw4c0Eq6AWD79u0ICQnB2rVr4erqisjISAiFQkOcEkJIJQhY4d/EaqHPPvsM0dHR2LdvHwQCATZu3IgpU6bodaxUKoWDgwMkEgns7e2NGyghhNQylbmH5ubm4tmzZ2jQoAH3EOCrNk+3PhYsWIBnz55hx44dBi9bl5cvX2L+/PnYunVrtdRHCNGm696lS60d03327Fn89ttvuHnzpl77K5VKKJVK7rVUKjV4THK5HGq1Gg4ODlrbMzIyYGNjo3WhFAoFFAqF1iILAJCZmQlLS0vu4ZvC2OVyORwdHbUexJFKpTAzM4NYLOa2qVQqZGdnw97eHiLRf5c/OzsbjDGtX475+fmQSCQQi8WwsLCgdlA7qB3UjmpnjKTYWNLT03H+/Hls2LABu3fvrrZ669SpQwk3ITVArRxekp6ejgkTJmDDhg1wc3PT65ilS5fCwcGB+1e4elhl5eXl4eXLl1rTMz148ICbHqqoiIgIJCQkaG2Li4vD8ePHS+x7+vRp7s+JhZKSkhAREQG1Wq21/eLFi7h7967WtqysLEREREAmk2ltj46O5qa9KpSbm4uIiIgST8BTO6gd1A7TbQcp3aNHj/Djjz/i448/Rrdu3fgOhxDyiqmVw0vef/99REREaK269fbbb2PixIkYMGAAxo0bV+IYXT3dPj4+lR5ekpGRgYiICISFhXG9WLW9B4zaQe2gdtT+dujLUMNLCCHkVafvvatWJt3btm3DhQsXtLatXr0avXr1Qs+ePREeHl5uGVUd052fn4/c3FxYWVnRgyuEEJNDSTchxFSYdNKtCz1ISQgh1YeSbkKIqdD33lUrx3QTQgipuoyMDGzbto2bC5oQQkjlmUzSPWfOHDRt2pTvMAghpMawsbFBcHCw1thyQgghlWMySffPP/+MkJCQaqtPKpXi5MmTRpl6kBBCqoOVlRX8/f1NfqhHRkYGfvzxR77D4GzatAnPnj2r1LGRkZGIiYkxStnGcOPGDZw5c4bvMAgxiFo7TzffBAIBzM3NtVYpI4QQor9t27YhMzMTQMFfKwEgNjYWkZGRJfZ1cnLC+PHjAQBXrlzB1atXS+zj5+fHLYMeERGBjIwM7piypKSk4Msvv8Q777xT6bYY0k8//QQPDw80aNCgQsdlZmZi9uzZZa5fUdmyjaVu3bro0qULbt++DWtra77DIaRKTKanu7rZ2dkhNDQUdnZ2fIdCCCE1UmZmptHGk1+6dIlL6E3FunXrMGDAgBo1OYCHhweCgoKwbds2vkMhpMqop5sQQohOCoUCcXFxqF+/Pm+9jM7OzlwvNwD4+/vD39+/zGOCg4MRHBxc5j76LpxWVFpaGiIiIgAAQ4YM0UpeNRoNIiMj8fTpU7Ru3RpdunQBACQkJODIkSOYMWMGt+/GjRvRs2dP+Pr6IiMjA1u2bMGkSZNw+PBh5ObmYtiwYXBxceH2z8vLw759+5CdnY0+ffqUiOvhw4c4efIkHB0dMWjQoFI7e7Zs2YKffvpJa1t5ZQPAuXPncOvWLTRo0AD9+/fnZgPr1KkTmjRpwu23c+dONGrUCL6+vtiyZQsmTpyIyMhIWFpaYsSIEcjLy+MWiQoODkb79u214oiMjERCQgJ69eqFxo0bc+8NHz4cq1evxrRp03TGR0hNQT3dhBBCdFIoFLhz5w4UCgXfofAuJycHPXv2xNmzZ7Fu3Tp07NiRW/GTMYaBAwfiww8/xL179zB+/Hh88MEHAApWHf3uu++0ylq1ahUeP34MoGDoyoIFC9CvXz+cO3cOf/31F0JCQrjVjDUaDfr27Yuvv/4aV69eRb9+/bRWNj1//jxCQkJw/fp1HDlyBD179tRa6K1QZmYmYmJitBLd8soGgGnTpmHq1Km4f/8+PvvsM4waNQoAcPfuXa1x7gqFAtOnT4e1tTXXpj59+uDs2bOQy+WQSqXo0KEDvvvuO8TExGDkyJHc8ZmZmWjfvj0WL16MO3fuYMyYMbh06RJXdnBwMC5dugSVSlXBq0bIq4V6uo1ErVZDJpNBLBZrrQhHCCE1hbOzM8aMGcN3GK8EhUKB5cuXIywsDBqNBqGhofj111/x/vvvY+/evbh37x4ePnwIa2trLFiwAAEBAZg+fbreZa9fvx6tW7eGRqOBn58fLly4gO7du2Pv3r2Ij4/H/fv3YWFhgTt37qB169bcsceOHcOMGTPw7bffAihYil7X8hvx8fGwsbHR6gXXp+zjx48jJiYGtra2UKvVaNWqFc6cOYNx48ZhwIABWLVqFUQiEQ4ePAh/f38EBATgwYMHUCgU+Pnnn9GxY0cAwMcff4wGDRpg9+7dAID58+cjMDAQ06ZNw9KlS+Ht7Y1Dhw5BIBBAoVDg5cuXXBxeXl5QKpVITk6Gt7d3Ba4aIa8WygaNRCqVllgGnhBCiP7Gjh3LdwgcCwsL9OvXDwBgZmaGwYMH4/r16wDA9RIXDsGpV68e2rRpg+vXr6N+/frllm1vb88lu2ZmZmjYsCGSk5MBANeuXUPfvn1hYWEBAGjZsiUaNmzIHRsWFoYJEybA3d0dPXv2RNu2bUt9gL/49vLKjoqKgqurK9asWQPGGBhjsLGxwY0bN/Dee+/ByckJx48fR1hYGLZt24YJEyZwx9rY2HAJd2FZnp6eWLFiBVeWQCDAo0ePcOHCBcycOZOLz9raGn5+fiXiNpG1/EgtRsNLjMTOzg59+vShBykJIaSSXFxctMY2G1JQUBCCgoL03r94wmpmZgaNRgOgYJiGrvfz8/N1JsBqtVrrtbm5eYm6ChNMjUYDMzPtX9VFX3fo0AGXLl2Cp6cnVq5cidatWyMlJaVEnd7e3pDL5ZDL5dy28spWqVRgjCEtLQ3p6enIyMhA79690bJlSwDAuHHj8NdffyErKwuRkZFaX5KKPwOgUqmQl5enVdbMmTPh4OCgM46ikpOTYW5uDnd391L3IaQmoJ5uIzE3N6/UgzqEEEIKpKenA4BREu/yHrQsTqlU4ty5cwgNDQUAHD16FL179wYABAYG4uOPP4ZKpYK5uTmSk5Nx48YNtGnTBlZWVkhKSkJeXh4sLCyQkpKCJ0+e6F1vYGAgvvzySy4xffLkCZ4+fcq9HxMTg6ZNm2LSpEmYNGkSevTogYiICLz++uta5Tg7OyMgIAA3btzg2lBe2R06dMCBAwewePFi7otBeno6N7Z63Lhx3EOrISEhqFu3bqnt6NChA+RyOZYtW8Ztu3fvHho2bIjg4GDs2bMHEydOBFDwpSQxMRE+Pj4ACnrk27dvD0tLS73PGyGvIkq6CSGE6JSZmYnTp0+je/fucHJyqvb6t2/fDgBas5fwxcrKCrNnz8aAAQMQExOD2NhY/P333wCA0aNH48cff0TXrl3Ro0cP7N69G6+99hpatWoFxhjq16+PQYMGITg4GEePHq3QCp+jRo3Ct99+ix49eqBz5844cOAAHB0dufdPnjyJKVOmoFevXsjKykJ0dLTWsI6ixo8fj3379nFJd3llDx06FFu3bkVwcDAGDBiA9PR0nD17Fnv27IGnpyeaNGkCf39/hIeHl3hYtLhPPvkEXbp0waBBg9C2bVs8fvwYjx49wvXr1xEeHo6OHTuiT58+CA4OxokTJ7B8+XIu6d63b5/W0BVCaioBo0FSOkmlUjg4OEAikdSoOU0JIcRQcnJyEBsbC39//wovBV+Ze2hubi6ePXuGBg0awMrKCqtXr0ZqaqrOvxqOHTsWLi4uSE9P55Lz4spaUCc1NRWNGzfWa3Gc1NRUrF27Fm+88Qb27NnD1V80rry8PPz999949uwZWrVqhSFDhnDvZWZm4s8//0R+fj6GDRuGAwcOYMCAAfD39+fKXrRoEbf/b7/9hqCgILRq1QoAIJPJsG3bNshkMgwcOBDHjh1D3759uWn1oqOjERERAWtrawwfPhz16tUrtR0dO3bE7du3uetZXtlAQa/+9evX4erqiuHDh8PV1ZV7LyIiAqdPn8aCBQu4hF1Xm4CCvxbs3r0bT58+RePGjTF8+HCuB10mk2H37t14+fIl+vfvj8DAQAAFq4EGBQUhOjqahmuSV1bxe1dpKOkuRVWTbplMhrt376JFixYQi8VGiJAQQl5dhki6AWD16tU6961q0g1or2JpKnbv3o3GjRtz47JfdVeuXEFaWhoGDBjAdyiElIqS7iqqatItlUpx8eJFdOzYkXrKCSEmx1BJNyGEvOr0vXfRmG4jsbe356aXIoQQQgghpo2mDCSEEKKTUqnEv//+q3OFQ0IIIRVDSTchhBCd5HI5zp8/rzW3MyGEkMqh4SVGotFooFarIRKJypz0nxBCXlWOjo4YNWoURCL6VUEIIVVF2aCRZGVlYdeuXcjKyuI7FEIIqRQzMzNYWFhQxwEhhBgA3UmNxNbWFp07d4atrS3foRBCCCGEEJ5R0m0klpaW8PX1pWVrCSGEmCy5XI6OHTtCJpPxHUql7dixA5MmTeI7DIOKjIzE7Nmz+Q7D5FDSTQghRCepVIrIyEhIpVLeYji9Yh3CxQE4vWIdt+3evqMIFwdg16wF3LbkmMcIFwdgbc/XuG35ajXCxQFY7BOsVeZ3rfoiXByARc76LRCTkZEBT09PrX9+fn4l3vP29karVq3wxhtv4MqVKwCAU6dOlTi26L+YmJgyj68Oxkwqf/zxR4SGhvKySJyh2qVQKJCZmWmAiP5z7949rc9BamqqQcsvT9++fXHq1Cncv3+/Wus1dfR0DCGEEJ3MzMzg4OBQK8d0B08dg96L3tVrX41Gg+TkZNy4cQNeXl4AwJ2Tou+5u7vj+fPn2Lt3L7p164bff/8dI0eORHR0NADg4cOH6N69OxISEiAUCrlyyjp+3Lhxhm98MUOGDDHKuhIajQZr167F4cOHDV62PozVLkNo0qQJoqOjkZGRgebNmyM/P79a6xcIBBg7dizWrVuHH374oVrrNmmM6CSRSBgAJpFIKnW8XC5nt27dYnK53MCREULIq68y91CFQsFiYmKYQqEwYmQVl5qaygCw+Ph4vd9bvHgxc3d3Z2q1mtt2584dBoCpVKpKHV/o8ePHrFmzZuz3339nwcHBbMqUKYwxxiIjI1mPHj1Yo0aN2MSJE1lqaip3zKpVq1jLli1Zp06d2LZt25iHhwfLzc1ljDG2fft2NnHiRG7fzZs3sw4dOrCmTZuyd999l/s9tmnTJjZ58mT24YcfsqZNm7KOHTuyixcvlnrebty4wTw8PLS26VNGWfVPnDiRvf3226xp06asc+fO7M6dO+znn39mzZo1Y4GBgezo0aNcOUXbVV69x44dYx4eHszT05O1adOGfffdd0yj0TDGGNu4cSMbOHBgqe0si6+vr85rWKjw+icmJpZZzsqVK9mHH37IvZZIJMzDw4Mru6LnhjHGoqKiWMOGDSvVLqJN33tX7eu+eEUolUo8efKEFpUghJBKurfvKO7tO8p3GJUyefJkpKSk4O7duwY/Xq1W4/79+4iMjMTmzZuxcuVKXLhwAePGjcNbb72Fw4cPw9XVFa+9VjDUZvfu3Vi6dClWrlyJNWvW4Oeff0ZycjIYYwC0h08cOHAA7733HhYtWoSdO3fizp07+N///gcAyMnJwebNm1GnTh0cOHAAffr0weuvv15qG6Kjo9G0aVOtbeWVUV79W7duRaNGjbB//340btwYvXr1wo0bN7Bnzx7MmjULkyZNglqtLtGu8uoNDQ1FdHQ0bt68iR9//BFr167FP//8U7GLpkNSUhJ3nqtCJpNBIpFwrwv/wlJYdkXPDQC0aNECT58+1SqXGFl1fAOoiara000IIabMED3dC22bsIW2TYwS3x/DZ7A/hs/Qa9/C3kg3Nzfm4eHBPDw82MKFC7XeK95TnZ+fzwQCATt+/Di3rSI93bqOL3T//n0mEAhYZmYmt2306NHsq6++4l6r1Wrm7OzM4uPj2eDBg9m3337LvXfhwgUGgDvPRXtyhwwZolXOo0ePmJmZGcvJyWFr1qxhHTt25N5TKBQMAJNKpTrP24oVK9jQoUO1tpVXRnn1d+rUiXvv+vXrTCQSsZycHG6bnZ0de/r0aYl2VTT23377jU2YMKFEORVlaWmpdb2L07ene/HixWzWrFnc68zMTK3PUkXPDWOMaTQaBoA9efKkwu0i2vTt6aYx3YQQQnRSqVTIysqCo6MjzM3Nq73+thOGGa3sh0fPVviYyMhIbkx3edPBpqSkgDEGBweHSsVX3vFOTk5wdHTkXj958gQnTpzAmjVrwBgDYwxSqRRxcXGIj49Ho0aNuH0bN25car3Pnz/X6gFu1KgRzMzMEB8fDwCoU6cO956VlRWEQiHkcjns7OxKlGVvb69zNdOyyiiv/sLzDwA2NjZwcHCAtbW11rbSVlAtq960tDQsXLgQ58+fR2ZmJnJzcxEYGFjqeSrNlStXMGTIEO61UqmEt7c39/qvv/5Cjx49KlyuPip6bgr/397e3ijxkJIo6SaEEKJTdnY2jh07hrCwMDg7O1d7/aPWLTNa2TOPbqnwMW5ubvD09NRr38OHD0MsFqNFixYVrkef4wUCgdZrT09PTJgwAePHj9fa7uzsDDc3NyQlJXHbEhMTS63X3d0dL1++5F4nJydDrVbDw8Ojwm1o3rw5YmNjK3SMIeuviPnz50OpVGLHjh1wcXHBP//8g+3bt1e4nDZt2nAPzgJA/fr1cf36de7B2ar8HKlUKu7/S/tiURGPHj2Cu7s7XF1dq1wW0Q+N6SaEEKKTvb09BgwYUCt7wup3ao/6ndobvFyFQoHt27fjww8/RHh4OKysrKrl+EmTJmH9+vWQyWTcF4PFixfDwsICQ4YMwU8//YTU1FTk5eXhq6++KrWc4cOH46effsKLFy+gVqvx8ccfo2fPnpXqsQ8KCoJUKsWLFy/0PsaQ9VdEcnIymjVrhpYtW8Lc3Bzbtm3TuV9qaio8PT0RFxen831zc3OtqQABwMPDg3ttYWFR6RhPnz6NtLQ0AMD69esBoErPjUVFRb2ys7vUVpR0G0lGRgZ27tyJjIwMvkMhhJBKEYlEcHR0hEjEzx9Fk2Me4yOLhvjCq53W9u8DwxAuDoA0MYXbtnn0/xAuDsDTs5e5bUfCv0G4OACXf/uvx/LqHzsRLg7AoQVLDRpr27Zt4ebmBjs7OyxbtgzLly/HwoULq+34sWPHYtasWejcuTPs7e3Rrl07rpd85syZaN++PXx8fFCnTh1uuIOuIUPTp0/HgAED0KRJEzg4OODRo0f4/fff9Y6jKHNzc0yZMqXUBFYXQ9ZfEQsXLsTq1avh4OCAdu3alXgAtNDLly+Rn58Pd3f3KtWXn58PT09PNG/eHADQqlUreHp6lplEN2jQACEhIXBwcEBiYiLatm2L/v37VzqG7du3Y+bMmZU+nlRCNYwvr5Gq+iBlTk4Oi4mJ0XqIgRBCTIWhpgxcaNuEfe7ZVmu/71r3YwttmzDJy2Ru26ZRs9hC2ybsyZlL3LbDC5exhbZN2KUNf3HbrmzcwRbaNmEHP/pa77g0Gg1LTExk+fn5pb6XmJjIUlJSmFKpLLUclUpV4oG5ihxfSK1Ws+Tk5FLfz87O1rldoVCw/Px8dvXqVebm5sZtz8nJ0Xook7GCBzmL//7StV9SUpLO81L0/SZNmnDTE+pbhj716zoPKSkp3MOFRffXp16NRsM9WJmbm8vS09NLHPvDDz+wr7/W/7OTlJRU6nuF173ov9IUfZCy8Lyo1Wru81LRc3P27FnWp08fvdtByqbvg5QCxgwwl00tJJVK4eDgAIlEUiv/tEoIIcZUmXtobm4unj17hgYNGlR4WAYpXU5ODjZs2ID//e9/yM3NxdixY+Hp6VktPcgAkJmZCTs7O97+YmJI2dnZsLKyqvYHi7/66iskJCRg7dq1BilPJpPBzMwMNjY2BinP1Ol776LhJYQQQnTKzs5GVFQUsrOz+Q6FVIG1tTWePXsGDw8PuLu7QygU4ttvv622+p2cnGpFwg0AdnZ2vMzkY2hisZgSbh7Ujp8CQgghBscYg0qlMsjiHoQ/AoEAK1euxPLly8EYq9LDfIQf7733XrUvFU8Mj5JuI8nNzUVCQgK8vb3pz6SEkBrJ3t4ePXv25DsMYiC1oYfWVJU3LzypGWh4iZHk5OTgypUryMnJ4TsUQgghhBDCM+rpNhJnZ+cSixQQQgghhBDTRD3dhBBCdMrPz4dcLqexpIQQYgCUdBNCCNFJIpFg3759kEgkfIdSa6hUKsTHx7+y5Rm73OrAGENcXFytegD4+fPnfIegJTc3Fy9fvnzlyjKWlJSUKq3+WYiSbkIIITqJxWJ0794dYrGY71BeSWq1usLJ0JMnT9CmTZsK16VUKpGUlGSw8spjrHKrg1wuR4MGDQySJBWVnp6OrKysai/v+PHjmD17drXWCRSsrF3avpcuXULfvn0NEpMhy6qIstpX3Pbt27Fo0aIq10lJt5FIJBIcPHiQeogIITWWhYUF6tSp88pMMZeZmVni4XSlUomMjAxoNBqt7VKpFDKZTGubSqVCRkYG1Gq1QeKJi4tDs2bNDFJWeTZv3myQX/qk8j7++GP88MMP1V7eokWLMH/+/GqtEwBWrVqFP/74wyD1vooq0r6ZM2di8+bNSEtLq1KdlHQbiUgkgpeXV61ZEIAQQvh2+vRpxMbGam1LSkpCREREiUT64sWLuHv3rta2rKwsRERElEjG9ZWZmanVe5qYmMgNZYiLi4NKpYJSqcSLFy+0jnv58iVyc3NLlJebmwuFQqFX3fv378eQIUPK3EdXeUXjy8zMLPXYzMzMcodjxMfHQyqVcq/z8vK4c5mYmMjVXXRoSl5eHlJTU7ljVCpVic4oiUSC9PR07rVGo0FcXBz3Ojs7mytDIpEgLy9PZ3zZ2dlQqVRltqEojUaDjIwM7nV+fj53HYuW+eLFC8hkMmRnZyMrKwtxcXFITk7WKktXu9LT07ltxb8Ylldeobt37yI+Ph5du3Yt8Z5cLi9xvVNSUrQ+30WHbpRVp1qt1rpOAPDuu+9iypQpWtvK+5zoOg+lKa8sXe0rek7T0tK0fu5TU1NLXP/Ctj5//rzEPaJo+8q6VgBgZWWFfv36YcuWLXq1rVRGXIq+RpNIJAwAk0gkfIdCCCE1TmXuoQqFgsXExDCFQqHz/YyMDCaXy7W25ebmsvT0dJafn1+i/uzsbK1teXl5LD09nalUKr1jYoyxpKQk1r59e2Zvb8+cnJzYe++9x/Lz81mLFi2YQCBgvr6+zNfXlz18+JBFRUWxJk2aaB3funVrduzYMcYYY/fv32eOjo5s2rRpzMXFhVlaWrIPPvigzPrlcjlzcXFhOTk5Jd4rrzy5XM7F5+DgwNq0acOePHnCvf/PP/8wb29v5uTkxHx8fNiFCxe4cl1cXLj9Fi5cyEJCQlhGRgZjjLEVK1Ywa2tr5uLiwgYPHswCAgLYkSNHtGKaOXMmc3d3ZzNmzGAqlYrNnj2b2djYMHt7exYSEsKePn3KGGNs8eLFbNasWVxdmZmZDAB3ndasWcO6du3KunXrxtzc3Ji1tTXbtGkTt79SqWQTJ05kVlZWzMXFhc2dO5cBKPVzxBhjX375JbO3t2cuLi7M39+fXb9+nTHG2MCBA9ncuXMZY4ypVCrWvn179u2337K///6bicVi5uDgwHx9fdnrr7/OGGNMJpOxyZMnM7FYzBwdHVnXrl1ZYmIiY4yxadOmsXHjxrEmTZowFxcX5ubmxi5evMgYY6WWV9x3333HxowZo7UtNTWV9e/fn4nFYmZra8tGjRrFpFIpY4yxoUOHsvXr13P7Hjt2jLVu3brMOjds2MAcHByYu7s7a9iwIRfjnDlz2GeffcYYK/gZ6NSpE7O1tWVubm7szTffZM2bN+fqKes8FFdeWWW1b9q0aWzYsGHMz8+POTk5sbp167KzZ8+yLl26MFdXV2ZnZ8eOHj3KlbVy5Urm6+vLfHx8mI2NDfvkk0+494q2r6xrVWj9+vUsLCxMZ5vKu3cVop5uQgghOsnlcly/fh1yuZyX+jMyMrBz506uN9LJyanE0tWWlpZwdnaGmZn2rzN7e/sSY9HNzc3h7OwMkUhUoSXuf/vtN/j5+SEzMxPJycnw9fWFXC7Hnj17YGNjw/UkN27cWK92ZWVlwdXVFampqXjw4AG2bt2KgwcPlrr/sWPH0LlzZ1hbW1e4vKLxZWZmIiwsjBuq8OjRI0ycOBHr169HRkYGLl68iPv372uVzRjD7NmzcfnyZRw/fhxOTk6Ijo7G559/jsuXLyMtLQ2DBg3CgwcPSsRUr149JCcn49dff8W6detw8uRJPHv2DJmZmWjbti3eeOMNvc4XAFy+fBnLli1DSkoK/vrrL7z//vvce+vWrcOtW7fw4sULJCUlITExscyytm3bhi1btuDu3btIS0vDF198gfHjxyM/Px+//fYbtm3bhhMnTuCLL76AWCzG+++/j1GjRmHChAmYO3cu4uLisGnTJgAFQz9SUlKQmJiIjIwMtG/fHu+99x5X14ULF3Ds2DGkpaVh1qxZ+OyzzwCg1PKKe/DgAfz8/LS2zZ8/HyKRCGlpaUhOTkZKSgq++OKLcs9haXXOnz8fkZGRSE5OxsmTJ3Hv3r0Sx3744Yfw8vJCZmYmHj16hIsXL2q9X955qEhZ5bUvOjoaZ86cQXp6OkJDQ9GnTx8sXboUqampWL58ORYuXMjtW9jW58+f4+HDh/jzzz9L1FeotGtVyN/fHzExMWWc4fJR0k0IIUQntVqNxMREg42Brihra2u0bNmy1GSzKlgFlrj39PREcnIyEhISYG5ujnfffRd2dnaVrlsgEOCTTz6BQCBA/fr1MXnyZOzfv7/U/csbWqJPeUqlEgkJCRg6dCiioqIAAHv27EGfPn0QFhYGAKhbty6mTp3KHaPRaDBp0iQkJCTg0KFD3JeYQ4cOYfDgwWjZsiUAYMaMGXB3d9eqTygU4sMPP+Re79u3D3PmzIG7uzvMzMzwxRdf4MyZM3o/yNa1a1d06NABADBw4EBkZGRwX8b279+Pt956i/tC9cknn5RZ1tatWzFhwgQIBALEx8ejS5cuyMzMxNOnT+Hh4YG1a9di/Pjx+OWXX7Bp06YSX+iKlzVr1ixkZWUhISEBr732Go4cOcK9P378ePj4+AAABg8ejMePH+vV3kIymazEF819+/YhPDwclpaWsLW1xYIFC7B3794KlVuUp6cn7t27h7y8PPj6+mLatGkl9tm/fz/Cw8Nhbm4OR0dHvPvuu1rvl3ceKlJWee0bN24c6tatC4FAgL59+6Jdu3bo0qULAKBfv3549OhRiTrT09OhVqvRq1cv7vNfXHnXytbWVq8v6WWhAcdGkpeXh7S0NLi6ur4yDyERQkhFODg4YNCgQbzVb21tjaZNmxql7IoscV847vPNN99EUlIShg4dWm5iVxZbW1utXnhPT0+diQJQkPgeOXIEX3/9daXKy87Oxrhx43DixAk4OztDKBQiNTUVGo0GKSkpqFu3bqnlKpVKnDp1Cl988QWsrKy47WlpafDw8OBeCwQCuLm5aR3r6Oiotex8amoqPD09uddubm4QiURISUkptf6i7O3tuf8XiUQwMzPjxnYXj6doPbokJiZi9erV+P3337lt1tbW3Jj3Tp06IScnB507d0a9evVKLSc/Px+pqal4++23tRJzR0dHbixy0bgtLCxKHY9eGhcXF60vJmq1GllZWVpt9PLy0vs86nLkyBGsXLkSXbt2hYODAxYvXozg4GCtOiUSSannuLzzUPRLc3ll6dO+oufU3Nxc6wuwubm51jnet28fZs+eDYVCATs7O0gkEq0vlkWVd62ysrLg4uKi81h9UU+3kchkMpw+fbrSD+wQQgh5NTDGMHXqVBw6dAhRUVHYvXs39u7dC6FQWKKn3NbWVuu+r9FoSsxBLJPJtB62vH//Pnx9fXXWffnyZfj6+molKcWVVd5vv/0GlUqFrKwsvHjxAsePH+fi8vPzw61bt7TKKvoAmbW1NU6ePInPP/8cW7du5bbXq1dPaziJQqEod+rE+vXra/1p/sGDB9BoNPDx8Slxzio6P7ivr69WPMWHyBTn7++Pjz76iBt2ExcXhydPnnCJ5rRp0zBu3Dg8fvxYq93Fr7dQKET9+vWxZcuWEmXp89cZXZ+f4tq2bat13kQiEerWrau17e7du6hfvz6Akp+/4ueyeJ2MMdSrVw8//PADLl26hDfffBNjx47VOkYkEqFOnTqlnuOKnIfyyiqvfRU1Z84crF27FhkZGfj3338xZsyYEg9J6uvu3bto165dpY4tRD3dRuLg4IChQ4dq9Q4QQgipeT755BM4OTmhX79+yMrKQmpqKsRiMTw8PKBSqXDixAn4+fmhbt26aNy4MWQyGdauXYsuXbpgzZo1WjNzAAU9wzNnzsRXX32FmJgYbNmyBRcuXNBZtz6zlpRVnqWlJVJSUnDv3j2oVCqEh4dzx02YMAFffPEFFixYgPHjx+PevXuIiYnB4sWLuX2aNGmCo0ePonfv3jA3N8eYMWMwduxYfPLJJ1i9ejVCQ0Pxww8/QC6XQyAQlBrjjBkzMHHiRLRs2RI+Pj54//33MXnyZFhbWyMoKAiLFy/GiRMnYG9vrzUsRR/Tpk3DtGnT0KJFC7i6umqN99blgw8+wKBBg+Du7o62bdvi8ePHWLp0KS5duoR169bh6dOn2LVrF65fv46hQ4eiW7du8Pb2hre3N86cOYPHjx/D3t4eHh4e+PDDD/G///0P3333HerVq4erV6/i0KFD+Pvvv8uNW1d5xQ0YMADz589Hbm4ul0/MmDED8+bNg729PfLy8vDJJ59w5ywoKAi///47QkNDkZGRgSVLlmj9FaR4nXZ2dggLC8NHH30EPz8/XLlyRee8/NOmTcO8efOwZs0aZGZmYsWKFXBycuLer8h5KK+sstpXUZaWlrh79y4aNWqES5cuYevWrZgxY0alyjpx4gTGjx9fqWM5ZT5macJo9hJCCKk8Q8xeolAo2O3bt3XOgpCenl5iNg+FQsHS09NL7JuVlcVkMpnOfdVqdblxZWdns4ULF7LWrVuzDh06sF9++YV775dffmGBgYGsfv367OHDh4wxxo4cOcI6duzIgoOD2erVq1n//v3ZuXPnGGOMxcbGsjZt2rDNmzezTp06sU6dOrE9e/aUWnezZs3Y3bt3S32/vPKUSiV78803WbNmzVjv3r3Zli1bmK+vL9fuJ0+esHHjxrEWLVqwiRMnstTUVK1yC92+fZu1bNmSnT9/njHG2JkzZ1iPHj1YUFAQW7FiBWvatCk7deqUzmML/fXXX6xr164sMDCQzZ8/X2umh+XLl7PWrVuzXr16sf3792vFuGXLFvbmm29qleXn58dSUlK41+vWrWPt27dn3bt3Z7t372a+vr4sNze31PN27tw5NnjwYNa8eXM2fPhwdvXqVZaUlMRatGjBrl27xu33+eefs+nTpzPGGEtOTmYjRoxgjRo10pptZOvWraxXr16sRYsWbOrUqSw+Pp4xxthHH32k9Vm5d+8e69ChA/e6tPKKGzt2LPvrr7+412q1mi1dupQFBQWxDh06sFWrVjGNRsMYK/hcz5kzh7Vo0YINHz6cbdq0ifXv37/MOi9cuMAGDRrEmjZtykaNGsUePHjAGGPs008/ZStXrmSMFczksmDBAtaqVSs2aNAg9vvvv7O+fftqxVnaeSiuvLLKal/xc7pnzx6tc5eYmMgaN27MvT5//jzr2rUra9WqFZs2bRoLDw9nX3zxRYn2lXetkpKSmI+PT6mfKX1nLxEwVovWSTUgqVQKBwcHSCQSrXE+hBBiKjIyMhAREYGwsDA4OztX6NjK3ENzc3Px7NkzNGjQAFZWVsjJyeEeoCrew7Rz5060bNlSa8x3bGwsrly5UmLfgwcPwsvLS+tPw8+ePcPFixcxdOhQ2NraVqht1eXly5cYPXo0zp8/z3coJWg0Gm78rlQqhaenJx48eFDmGGhSOY8fP8a8efOwb98+vkMxWd999x2cnJxKHQ9e/N5VGkq6S0FJNyHE1OXm5iIhIQHe3t4VHipniKQbAHJycqBUKrX+/AwUfCGwtrbWGjOam5uLnJycEl8QJBIJRCKRVnKdl5cHlUr1yibcr7o333wTI0aMgLOzM5YsWYLU1NRSZ4UgpLbTN+mu1WO62f+vxCUQCODj4wOhUFhtdUulUly7dg3t27enpJ0QUiNZWVnB39+f1xhsbGxKTJkGQGfPu5WVlc5feA4ODiW2WVhY0MxSVTBz5kx88sknSEhIQEhICH777Te+QyLklVdrk+5169ZhyZIlsLKy4p7k/eGHHzBmzJhqqV8gEMDc3LzMB0sIIYSQmqhNmzY4dOgQ32EQUqPU2ikD09LScP36dTx69AgvX77EO++8gwkTJlRpLsuKsLOzQ2hoaJUWUCCEEEIIIbVDrU26P/74Y63J+sPCwqBWq0vMl0oIIUQ3hUKB+/fvcwt9EEIIqbxaO7wEAJKSkpCQkIDk5GR88803GDp0KFq3bs13WIQQUiMoFArcuXMHHh4eRlmKnRBCTEmt7ekGgMjISMyaNQvTpk3Dixcv8P7775c6xlqpVEIqlWr9q4rCpUzVanWVyqmJNg6bhnBxAP69fJPbdmDeYoSLA3D9z3+4bRfXbUG4OACRn37HbYs9eR7h4gBsGfcWty0rIRHh4gD80H6gVj2fuwfiE4dmWtt+7jwc4eIApMXGcdu2T3kf4eIAPIg4zW07vuQnhIsDcO6njdy2WzsPIlwcgL3vfMpte3HzHsLFAVjffxK3LU+eg3BxAJb6d9Gq+5sm3RAuDkCuNJvb9tvgNxAuDkDC9dvctv3vf4lwcQBu/vXf9E8X1mxGuDgAR79YyW17dCwK4eIAbJv4DrctIy4B4eIA/BiivVjGIueWWOTcUmvbjyFDEC4OQEZcArdt28R3EC4OwKNj/80ycPSLlQgXB+DCms3ctpt/7UO4OAD73/+S25Zw/TbCxQH4bfAb3LZcaTbCxQH4pkk3rbqX+ndBuDgAefIcbtv6/pMQLg7Ai5v3uG173/kU4eIA3Np5kNt27qeNCBcH4PiSn7htDyJOI1wcgO1T/lv0Ii02DuHiAPzcebhW3Z84NMPn7oFa235oPxDh4gBkJSRy27aMewvh4gDEnvxvOrbIT79DuDgAF9dt4bZd//MfhIsDcGDeYpgaZ2dnjBkzpsLTBRJCCCmpVifdkydPxvXr15GYmIi3334bvXv31lp6tKilS5fCwcGB++fj41OluqVSKQ4fPlzl5J0QQggxNadPn4ZEIuGt/ufPn+PcuXO81V/c9evX8fDhw0ofn5qaimPHjhkwoleLIdt35coVJCUlGaSs4kxqnm57e3t8+eWXmDt3bon3lEollEol91oqlcLHx6fS83SrVCpkZWXB0dER5ubmVQm7xsjJyAIA2Dg78hoHIYR/hpqnuzaSy+U4duwYhg0bZvCyExIS8OTJE3Tr1q38navgxYsXiI2NNUo9jx8/xogRI3Dr1i1uAZ7K0ud86Npny5Yt2LJlCyIiIqpUv6FMnz4d/v7+WLBgQaWOP336NN566y3cvXvXwJGVLTo6GhYWFmjWrFn5O1eBIdu3a9cu/PPPP9i2bZvex+h776qVPd1Fk+dCKSkpkMvlpf6Z1NLSEvb29lr/qsLc3Bxubm4mk3ADwFf1OuCreh34DoMQo/j38k2tIVOkekhkCiSmSZCY9l+vZ2qmjNtW+E+hzAMAyHKUJd7LkMoBAPn5Gq3tEhk/D4gmJiZi4sSJRin73Llz+Oyzz4xSdlHx8fE4efKkUcpetmwZZs2aVeWEG9DvfFTXOTNF169fr/ZEv6pGjBiBqKgoPHnyxOBl18oHKe/evYsPPvgAU6dORcOGDREfH49vv/0WjRs3xsiRI/kOr9ZyqleH7xAIMZp1vcYBAL6W6R6iVhtlZmbi9OnT6N69e4kVIauDRKbAt5uPwcJcBAtzERZM6QsA2H/mNpLS/xu6l6/RoGkDT/h4OEGpUuPcTe1flo3quWNMn7bIzVNhw57zSM7MhkqdD19PF8wZ0xUO4rIfEs3Ozsbp06fRr18/3LhxAwAQFBRUYsG1x48f4+nTp2jevDm8vb21jg0LC0N0dDTUajXu3r2L/Px87Nq1CwDQt2/fUjt6Xrx4gbt376JBgwZo3LgxAODUqVPw9PRE06ZNARRMkXv27Fn06dMHly9fRmpqKnbt2gWhUIjhw/975uHhw4eIi4tDy5YtUadOwf36+fPneP78OQIDA3Ht2jXY2toiKCioRAy3b99G/fr1uTp9fHzQs2dPbh+NRoNbt24hIyMDbdq04Tq49Cm/qNzcXOzYsQNff/211vbSyo+NjUVmZiZXJmMMu3fvxtChQ6FSqco8H0DBiqdl7SOTyXTGXbRdN27cgLu7OwICApCTk4Pr169DKBSiXbt2sLS0BABcvHgRXl5eqF+/PoCCjsDbt2+jd+/eXJlZWVm4du0a6tWrBycnJ0RHR6NPnz5a8SYnJ+PWrVvw8/ODn59fqeexeHm6lBbr9evXIRaL4eDggOjoaDRp0gQNGjSAVCrF+fPn4e3tjZYt/3uGKCYmBjExMTAzM0ODBg0QGBjIPT/Xrl07bhGqwnIdHR31boNKpcLt27chkUhKLDZYXvvKO5+llW1mZoZhw4Zh8+bN+OKLL8qMr8JYLXXt2jU2ffp0FhoayoYPH86+//57JpPJ9D5eIpEwAEwikRgxSkJITfH70Kns96FT+Q6jWsnlcnbr1i0ml8srfGxl7qEKhYLFxMQwhULBGGPsZWoW++LXQ+z24xfsZWoWt19KRjZ7mZrFXqZmsdjnKWz5H0fZt5uPsbQsGcuW53LvFf5LlxTc++U5Srbqr5Ns0ZoD7MSVB+yrDUe0yi3N/fv3mVgsZh07dmQ9evRg9evXZ7169WJ5eXncPrNnz2Zubm6sT58+zNHRka1atUrr2NDQUNa7d2/2zTffsNGjRzOhUMhGjhzJRo4cyZ4/f66z3iVLljAXFxfWr18/VrduXTZv3jzGGGP//PMP8/HxYZmZmYwxxgYNGsTmzp3LUlJSWEhICHN1dWUjR45k48aNY4wxplar2dixY5m3tzfr168fc3NzY5s3b2aMMfbnn3+ygIAA1qpVKxYWFsbc3d3ZW2+9xcWwc+dO5ujoyMLCwliLFi3YO++8wxhj7O+//2bdunUrOK9yOevevTtr2LAh69GjB3N2dmZHjx7Vq/zizp49y+rXr6+1razyV65cySZMmMDtq1KpGACWmZlZ6vkoqrR9yov7zz//ZE2aNGEtWrRgAwcOZLt27WIxMTGsfv36LDg4mLVp04YFBASwf//9lzHG2NChQ9n69eu5448dO8Zat27NvY6OjmZubm6sc+fOrGXLlqxnz56sefPm3PvTpk1joaGhLCAggPXr14/Z2NiwHTt2lHoeb9++zTw8PFinTp1Y8+bNS5RXVqzTpk1jQUFBrEmTJqx3797M0tKSrVq1ijVt2pSFhYUxR0dHtnbtWq6sHTt2sJEjR7Lhw4ezBg0asP79+zONRsMYY2zOnDnss88+q1Qb4uPjWWBgIGvVqhXr2bMnq1u3LouOjtarfeWdz7LKZoyxbdu2sdDQ0FJjK674vas0tTbprqqqJt3Z2dns4sWLLDs728CREULIq89QSXdZiXG2PJet3RXFfth2kqVlld2pkqtUsT8OXGTLNx9jL1IyWX5+PstVqlh+fn65cd2/f58BYH/88QdjrCAJbNasGZdEHT9+nDk7O7Pk5GTGGGM3btxgVlZWLC4ujjt2z549XHmPHz9mtra2ZdZ5+fJl5ubmxl68eMEYKzif9erVY9euXWOMMTZlyhQ2btw4tmbNGtasWTPunP31119cMlzol19+YUFBQdw+MTExzNXVlUmlUvbnn38ysVjMJf6xsbFMKBRy+w4aNIht2rSJK+vw4cOMMe2ke9myZSwkJIQplUrGGGMbNmxg9erVY2q1utzyi/vjjz9Yly5dtLaVVX5ZSXdp56M4XfuUF/eff/7JLC0t2ePHj7ljwsLC2Ny5c7nXkyZNYuPHj2eMlZ909+nTh4WHhzPGGNNoNGzo0KElku6goCCtc9CpU6dS29SvXz+2YMECxhhj+fn5bODAgVrllRVr8brmzZvH7OzsWEJCAmOMsYMHD7ImTZrorDcvL4+1a9eO7d+/nzFWMumuSBvGjBnD3n77be71+vXrWY8ePfRqX3nns6yyGSv48lenTp1SYytO36S7Vo7pfhVoNBpIJBJoNBq+QyGEkBrJ1VGMGSM6w9VRXOI9WY4SW49cRW6eChMHBMPFwbbUcpR5amw/eg0pmTJMCGuPOm6OMDMzg6WFSO9xw0KhEBMmTAAA2NjYYOzYsYiKKph68+zZsxg0aBDc3d0BFCyR3rJlS1y6dAlAwTNDQ4cOrVDbjx49iiZNmuDKlSvYs2cPjh8/jgYNGuDixYsAgB9//BGXLl3CvHnzsHXr1jIf3oqMjETz5s0RERGBPXv24P79+7CyssK9ewXTd7Zr146bscvPzw82NjZITCyYXrNDhw7YvHkzTp48iZycHPTv379E+WfPnsWECRO4YQRTpkxBYmIi4uLiyi2/OJVKxZWjb/nGUl7cbdu2hb+/P/c6KioKU6dO5V5Pnz4dZ8+e1auu8+fPY9KkgqlpBQKBzjH/AwYM4M5BmzZtkJCQUGKfQufOncPkyZMBFAyXKPx/fWMtWlfLli3Rrl071K1bl3sdHx+vVV5CQgIiIyOxb98+1K1bF7du3dIZV0XacPToUfj6+mLv3r3Ys2cPhEIhLl26BMZYue0r73yWVTZQ8DOr6/nAqqqVY7pfBfb29ujXrx/fYVSrJfU7AgA+jrvIcySEGB7NzlP9zEVCuDvZldhe1YQbANIlckRejEG/js3KPL6QhYUFRKL/fmXa2NggJ6dgHvqcnBzY2mqXYWtrC7m84AFOsVhc6hoRpZFIJEhKSsKWLf/NGe/q6goPDw8ABYmGUCiESCSCi4tLuWW9fPkS2dn/rSEQEhLCPehfPGE3MzNDfn4+gILVnUNCQnDw4EG899576NmzJ1auXKm1f/H2C4VCWFpacu0vq/zivLy8kJqaWqHyizJkR1d5cRcdX5yfn4/c3FytOIt+BsqKMz8/H0qlEjY2Nty2ov+vK56yzmFhLKWVp0+sxesqHO+tq+6lS5dixYoVaNeuHezs7PDo0SM0bNhQZ2wVaYNMJsPJkye5L5pAQdKek5NTbvvKOp9lla1UKmFlZYXU1FR4eXnpjK0qKOkmBiNPy+Q7BEKMpnBmHlN6kFKpVCIpKQmenp5av3SrS1a2AudvPUHn1n5wtCt42NEQCTcA5KnUePYiHXkq/RYwK1yds/ABsosXL3IPFQYEBOCnn/5bzEkmkyE6OrrEw4CFLCwsyl04rXXr1jh//jz3sCVQ0AtcmOi///77aNWqFZo0aYIpU6bg+PHjEAgEsLCwKJHItG7dGvn5+VoxZmZmwt7eHvfv3y8zjtTUVPTu3Ru9e/eGSqWCi4sLZs6cqbVPQEAAzp8/z/Wc3rp1C3l5eWjYsCFu376tq9hSBQcH49GjR1Aqldxnrqzyb9y4oZWkF58pQ9f5KE6ffcojFArRqFEjnD9/nks4z507x31GHB0dS41TKBTC398fly9f5h4KvHz5cpViKV5e0eSyvFgr6vvvv8eJEycQGBgIABg1ahTXY1yVNjRv3hxTp07VmgAjNTUVtra25bavrPNZVtmFXwpu3ryJDh0MPxsbJd3EYL5M1/3nJEJqA1OcnUcul+P8+fMICwvjJelWKPMQ/TABbQN84GhnbbCEuzLMzc0xZcoU/O9//0NMTAxOnDiBVatWAQDGjx+PJUuWYNy4cejTpw82b96Mdu3aoWPHjjoXZCv8EvPNN9/Az89P5+wlY8eOxc8//4xhw4Zh6NChSE9Px7Zt2/D777/jxYsX2L9/P+7cuQMHBweEhIRg1apVmDt3Lpo0aYLbt2/j999/h5OTE4YPH44FCxagXbt20Gg0CAkJwdOnT7Fz505uJpayzJw5E3Xr1kVwcDDu3bsHS0tLeHt7c0NTAGDu3LkICgqCs7MzGjVqhG+//RbvvfcexOKSw4LK4+bmhk6dOuH48eMYOHBgueV3794ds2fPxldffQU3Nzf8/vvvWuXpOh/F6bOPPj7++GPMnTsX6enpyMvLw5IlS7i5nvv27YsPPvgAzs7OyMjIwNq1a7VmBJo3bx7eeustJCcnIysrC7/++itcXV0rFQcAfPTRR1x5mZmZ2LBhg1Z5ZcVaUQ0bNsTy5csxYMAAXLp0CUePHtUaulJZy5cvx+uvv46YmBjUq1cPV69exYsXL7Bnz55y21fe+SyrbAA4dOgQvvzyyxIxVRWN6TYSjUaDvLw8kxrTLbK0hIiHX8yEVIf5MScxP8Y48xK/qhwdHTFq1Cg4OjryGkdSuhRP4lOx5u+zSMnMxqDQlnBxsIVanV9iTu7ENAmXcD97mYE+wU0gEAhKzOedk5tXoRjs7e3x66+/4u7du9BoNLhw4QI3xtXa2hrXrl1DQEAAzp49iyFDhuDQoUPccUOGDNEqy8LCAvv370dsbCx27Nihc+VFkUiEs2fPom/fvjh37hxSU1OxZcsWtGrVCkeOHMHmzZvh6uoKc3Nz/Pnnn7h+/TrkcjmaN2+O1atX48yZM/j7778BFCT5t2/fRp06dXDy5EkIhUKcPn0aVlZW8PX1RWhoqFbdQ4cO5RLmHTt2oHnz5jhx4gQA4NKlS7Czs4O3tze3mEyTJk1w9epVCAQCXLlyBZ999hmWLVsGAOWWr8vcuXOxYcMG7nVZ5devXx8RERH4999/ERsbiy1btmDkyJHcuGFd56M4XfuUF7eu9ydOnIi//voLjx49Qnx8PA4dOsR9cRg/fjyWLl3KjRvevn271vR106dPx+rVq3Hz5k3k5+dj2bJlWsM/2rdvj4CAAO61o6MjV7Yub7zxBn755RfcvHkTGo0G//zzD/r27atXrMXrKt5WGxsbjBgxgnu9e/dueHl54dSpU2jRogV++eUXrte7TZs23MI4FW1D3759ceLECcjlcpw+fRrNmzfHjh079GpfeeezrLLv378PmUymNZ2joZjUipQVUZnV1IrKyMhAREQEwsLCSl2QhxBCaitDrEiZnZOLH/86jXyNBsnpUmgYg4ezPdoE+GBot1bIkMqx5u8orTI0Gg0GdW2JnNw83H78EhkS7TG1Q7q1Qkv/Ojh7IxZnbz7G2691L3ee7gcPHqBLly5IS0ur2Ekglfbuu+/is88+M5nfn9nZ2bCz++/5hXnz5iEjI6NEzz3RT1XO58aNG+Hr66s1D3159F2RkoaXGImtrS06d+5c4uGa2mxdn/EAgFnHKvcnKkIIKcrOxgrvjOsOWY72LAJWFgUPANrbWGHq0I4ljvNydQAANPH1gEqtPVa3cGx4u6Y+aN24brkJN+FH4dAdU/H48WMsWrQII0aMwMOHD7Fu3TqjrfhpCqpyPt944w2jxUVJt5FYWlrC19eX7zCq1b8Xyx8fSEhNRbPz8MPOxgp2Nrp7jkQiIZdg66JrqsFCttb6D4XTNUSEEENq27Yt3n33XezevRt2dnY4d+4cWrduzXdYNdarej5peEkpqjq8xBQl3il4YMirZUA5exJS84SLCz7XpjR7iVQqxcWLF9GxY8cK3wcNMbyEEEJqAhpeQqodJdukNjPF2XnMzMzg4OCg9wIyhBBCSkd3UiPJycnB7du3uTlVCSE1mynOziMWi9GhQ4dKTf1GCCFEGyXdRqJUKvHkyROjLCP6qvpnzsf4Z87HfIdBCCGEEPLKoaTbSAon2C86+X1td23TblzbtJvvMAgxinV9xnMz9BBCCCEVRUk3MZhxm1di3OaVfIdBiFH8e/GGyc3Qo1KpkJqaCpVKxXcoxMBWrVqFhw8fGrzczMxMfPwxP3/x3LlzZ4WXnTc1aWlp+OGHH/gOw2TRg5TEYFqO6M93CIQYzdsX9/IdQrXLzs7GsWPHaJEvA0tPT8f333+PJUuW8BbDn3/+iSZNmqBJkyYGLVcikWDVqlXV3rbk5GQsXLgQd+7c4bZlZGTg77//RnJyMkJCQtCvXz+j1L1o0SIoFAoABSs9Fq7GWJqPP/5Ya+hpixYtMGXKFKPEVpyrqyt27dqFkJAQdOxYco57YlzU000IIXrwahlgcjP02NvbY8CAATRtqoFlZmaa3OIvxrZmzRqMGDECNjY2AIAbN24gJCQEN27cgEqlwrRp0zB79myj1O3h4QFPT09s3boVDx6UP6XoqlWrYGlpCU9PT3h6elb7MNQZM2bg+++/r9Y6SQHq6TaSjIwMHD9+HL179zaZHqKzP2wAAHSdO53nSAghhiASieDo6Mh3GLxLTU3Fzz//jGnTpuGff/4BAIwfPx7u7u7cPnl5edixYweePn2K1q1bY9iwYVrHzpgxA3v27IG9vT1u3LiBvLw8zJs3D0DBEtWenp4663zjjTewb98+5OTk4I033oBYLMbmzZuRnp6O0aNHIyAgoNwYAEAmk+HPP/9EdnY2Bg8eXKKNjDHs27cPt27dQoMGDTBu3DiYm5tX6lwUjSc8PBwA4ODggJ49e6Jz585a5cycORO7du1Cbm4uxo8fDx8fnwrHBAB//fUXfvvtN+61m5sbrl69yn1+hw0bhqCgIHzzzTday4MXlZSUhKSkpBI91REREQgLC9N5DAC89dZbAIA//vij1H2KmzFjBurXr1/ufnFxcdi5cyc+/PBDbtvKlSsxaNAgNGrUqFKfkyFDhmDmzJmQy+UmtWr2q4CSbiOxtrZGy5YtYW1tOksMR3yyAgAl3aR2KpyZZ8Rq/oYEmKIlbQcareyPbxzSa7/09HQsX74cu3fvxpAhQ3Dv3j2sXLkS0dHRcHJyQn5+Prp16wahUIiePXti4cKF2LdvHzZu3Mgde+DAAQwcOBD16tWDi4sLBAIBl2jrSiQLj9u/fz8GDx6MS5cuYcuWLXB1dUX79u0hk8nQsWNHPHnyBM7OzmXGoFar0bVrVzg4OKBLly4YM2YMXr58qVXf8OHD8eLFCwwcOBBbt27Fpk2bcPz4cQgEggqdi6KKtjEjIwMjR47Et99+i0mTJnHlHDlyBP369cPDhw+xatUqxMbGcr3V+saUlpaGR48eoW3btty2osk7UPA7WSAQlDi2qBs3bmDq1Kk4duwYWrZsCQD48MMPceLECfTo0QOWBpwydM2aNRCLxQgJCUHfvn1L3S8hIQG///67VtK9adMmtGzZEo0aNarw5wQomOjBx8cHly9fRs+ePQ3WJlI+SrqNxNraGk2bNuU7jGrVZ9E7fIdAiNEUzsxDSXf1ir95j+8QABSsOLdmzRqEhoYCAPr06YO1a9di4cKF+Pvvv5GWlob79+9DJBLh7bffRoMGDTB37lxYWloiNzcXGzdu5Jahbt68OZYvX871dJdV586dO9GoUSPk5OTA0dER77//PqZNmwYAuHfvHo4fP44xY8aUGUNMTAxyc3Nx7do1mJmZYcqUKVpjuQ8cOIB79+7h3r17sLCwAGMMbdu2xbFjx3QmhGWdi6LMzc212ti3b1+88847mDRpElfO1q1b0ahRIwBAo0aNcOnSJfTs2bNCMb18+RJisZhL1nX58ssvMXr06DLnnB8wYAC+//579OvXDydPnsTWrVsRERGBU6dOGTTh/vrrr5GXl4eUlBS8/vrrGDx4MNavX1/p8iryOSnk6emJhISEKreFVAwl3cRgenxknPFyhLwKTHFmnuzsbERHRyMwMLDUP8mbCktLS3Tp0oV73adPH9y4UTCbTXR0NHr27AmRqOBXqpubG9q2bYvo6GiEhITA1taWS7grwtHRkUtIbWxs4OzsjPbt23Pve3t7IzU1tdwY7t+/jx49enAri/r5+aFhw4ZcOZcuXYKVlRU+/fRTMMbAGINarcadO3d0Jt1lnYviHj9+jAMHDiA5ORlyuRyxsbE62wcAvr6+XHsqEpNAIIBGoyn1PH766ae4d+8ezp49W+o+hcaPHw+lUomQkBDUqVMHZ86cgYuLS7nHVcQ77/zXQTVr1iw0adIE7733Hpo1a1ap8iryOSmk0WhopVkeUNJNCCF6MMXZeRhjUKlUYIzxFoNPm+a81V2URqMBY4wbnpCfnw+hUAgAEAqFyM/P19q/6PtWVlaVqrPw+LK2FV6bsmIwMzPT+V4hgUAAsVgMV1dXbtvkyZNLnd2irHNR1JUrV9CvXz9MmDABdevWhY2NDRQKBdRqdantK2xPRWKqV68eFAoFpFJpiYd+lyxZgh07duDMmTN6P7CYkpICW1tb5OTkQC6X63VMZfn5+cHLywtPnz7VO+kufi0r8jkplJiYCF9f3wpGS6qKkm4jyc3NRUJCAry9vSt9w61p7h86AQBoOrAXz5EQQgzB3t6e9zGf+o67NjaVSoWjR48iLCwMGo0GBw4cwOjRowEA7du3xzvvvIOcnBzY2Njg33//xY0bN7R6G4uysbFBXl6eVuJaVWXFYGtri3nz5kGpVMLS0hJ37tzBs2fPuGNDQ0OxY8cOzJ49mxuiER8fX6lzUdSxY8cwYsQI/PzzzwCAPXv26N2eisTk4OCAVq1a4fr16+jRowe3fcWKFfj9999x5syZEg+qlmbVqlVYt24drly5gn379qFXr144c+ZMiTHiFbFw4UJMnToVjRo1QmxsLJycnLje8zt37iAxMVHrQcfiXr58yV1XiUSide0qIyUlBcnJyQgKCqpSOaTiKOk2kpycHFy5cgXOzs4mk3T/+docAMDXsvKnTCKkpqHZeUybjY0NPvroI/z999948OABJBIJZsyYAaBgZoz169cjKCgInTt3xuHDhzF79mwEBATonELO09MTderUwahRo9CgQQOds5dUVFkxNG7cGD/++COCg4MREhKC8+fPa8020q9fP/Tu3RstWrRAnz59kJ6ejgcPHmD//v0VPhdFde/eHV9//TX3F5Nbt27p3Z6KxjRx4kT8888/XNIdGRmJ+fPnY9SoUVqLwbz//vuoU6eOzjJ2796N77//HmfOnIG3tzfmzJkDhUKB3r174/bt26WO6169ejWePXuGpKQkbN26FdeuXcOMGTO4cfMrV65Er169uDHXw4YNQ2BgIIRCIfbu3YsFCxbA39+/1HMhEokwYMAANG/eHBcvXkS9evWwYsUKhISE6HMqS9i7dy9GjhxpMrnJq4SSbiNxdnbG+PGmtWR04Gslp6EipLag2XlMm7W1NU6dOoXIyEj07t0bgwYN4h7KEwgEOHjwII4dO4Znz55hypQp6NSpEwDA3d0dX375pVZZZmZmuHTpEg4dOoSsrCyds5foOu6zzz6Dl5cX93rixInw9vYuNwYzMzNERkbi4MGDkMlk+Pzzz3Hy5Emt3tU1a9bg+vXruHHjBlxdXdG3b99Sp5Mr61w4Ozvj66+/BgB07twZly5dwrlz51CnTh38+OOP+O233yAUCnW2b9asWWjVqlWlYpoxYwbatWsHiUQCBwcHeHt749tvvy2xX2lTDgJA7969cfLkSa2p/ObNm4eePXuW+SCli4sLFAoFFixYwG0ruv+yZcvQuHFjAECrVq0QFRWFyMhI5OTkYP78+WjRokWpZQMFn4V169bh7NmzePPNN2FjY4OzZ8/C2tq6wp8TAPj111+1plck1UfA+Bys9wqTSqVwcHCARCKhhSEIITj1zS8ATOuB4fz8fOTm5sLKykrnuNGyVOYempubi2fPnqFBgwavVC/cgwcP0KVLF6SlpfEdCu9e5XNx/Phx1K1bt1bNHHbu3DlMnz5dr0V39JGeno7IyEiT6xQ0Nn3vXdTTTQghejClZLuQRCLhFgYxlUW+SM3Vu3dvvkN45bm4uFDCzSOaL4YYTOqjp0h99JTvMAghBiIWi9G9e/cy5zY2Bbr+hG+q6FxUrwYNGuCjjz7iOwxiIDS8pBRVHV4ikUgQFRWF0NBQODg4GCHCV0+4uGB8ID1ISWojmp2nYmrT8BJCCCkLDS/hmUgkgpeXF7dQgSmo27bsh0EIqclodh5CCCFVYToZYTWztbVFu3bt+A6jWs05u4vvEAgxGpqdp/rQH2AJITWJvvcsSroJIUQPY34rOf1YbSeXy/HgwQMEBASUOlWbIZmbm0MgECA1NRVubm4GWziGEEKMhTGG1NRUCASCMqekBCjpJoQQUgq1Wo3ExMQyF+4wJKFQCG9vbyQkJCAuLq5a6iSEkKoSCATw9vYud2pVepCyFFV9kDIvLw9paWlwdXWFhYWFESJ89dCDlKQ2K5yZx61xQ54jqRmqcg/Nz8+HSqUyUmSEEGJY5ubmeq1lQD3dRiKTyXD69GmTmt/W0s74f34mhC8r2w4AQF8qq4NQKKzwYjyEEPKqo6TbSBwcHDB06FCTmvbqs8TrfIdAiNHQ7DyEEEKqgpJuIxEKhdXy4BEhpHrQ7DyEEEKqglakJIQQolNGRga2bduGjIwMvkMhhJAaj5JuYjDfB4bh+8AwvsMghBiIjY0NgoODYWNjw3cohBBS41HSbSRSqRQnT56EVCrlO5RqkxYbh7TYOL7DIMQowsUB3Aw9psLKygr+/v4m9WwKIYQYC43pNpLCSdJNaXGHBY/P8h0CIUZDs/MQQgipCpqnuxRVnaebEEJMGd1DCSFEGw0vIYQQopNCocD9+/ehUCj4DoUQQmo8SrqJwWwe/T9sHv0/vsMghBiIQqHAnTt3KOkmhBADoDHdRqJWqyGTySAWiyESmcZpfnDkNN8hEGI0hTPzvB8dwXMk1cfZ2RljxozhOwxCCKkVTCMb5IFUKkVERIRJLQM//fAmvkMgxGhoZh5CCCFVQQ9SlqKqDwGpVCpkZWXB0dER5ubmRoiQEFKdpIkpAAB7L3eeI6kZ6EFKQgjRRj3dRmJubg43Nze+wyCEGAgl24QQQqqCHqQkBnMk/BscCf+G7zAIIQaSmZmJPXv2IDMzk+9QCCGkxqOkmxhM1I8bEfXjRr7DIMQoTHF2HktLS/j5+cHS0pLvUAghpMaj4SVGIpPJcPfuXbRo0QJisZjvcKrF0FWf8x0CIUZjirPz2NjYoFWrVnyHQQghtUKtTLoZY9i/fz9Wr16N6OhoODo6YuDAgfjss8/g6OhYLTFoNBpIJBJoNJpqqe9VEDJtLN8hEGI0NDsPIYSQqqiVs5fcuHEDX375Jd566y20bt0az58/x+TJk1G3bl1ERkbqVQY9eU8IIZVH91BCCNFWK5NuXfbu3Yvhw4cjLS0NLi4u5e5PvzAq7uofOwEAQVNoMQ1CagOlUomkpCR4enpWeFw33UMJIUSbyTxImZWVBaFQCGtra75DqbX2vPUp9rz1Kd9hEGIUpjg7j1wux/nz5yGXy/kOhRBCarxaOaa7uMzMTHz55Zd47bXXYGNjo3MfpVIJpVLJvZZKpVWqU6PRQK1WQyQSwczMNL7bdH5rMt8hVLtt27YhODgY/v7+AIDVq1fr3G/s2LFwcXFBeno6tm/frnOfOXPmAABiY2N1DoNycnLC+PHjAQBXrlzB1atXS+zj5+eHsLCC5cojIiLw5MmTEvsEBQUhODiYi1/XdHD9+vUrs01FYzEVhTPz9P/6I54jqT6Ojo4YNWoURCKT+FVBCCFGVevvpAqFAsOHD4etrW2pCREALF26FF988YXB6s3KyjK5ZeAHLlvIdwjVLjMzE2fOnOESVFOQmprKdwi8MMXZeczMzGBhYcF3GIQQUivU6jHdCoUCQ4YMwcuXL3Hq1Cm4u5e+opyunm4fH59Kj0esylhIUnMUfpEr7KU2Benp6QCg17MRxHTRmG5CCNFWa3u6c3NzMXToULx48aLchBsoWATCkMmxpaUlfH19DVZeTRB34RoAoH6n9jxHQoyJkm1CCCGk4mrlYGOlUonhw4dzCbeHhwffIZmEX/tOxK99J/IdBjGy9PR0rrfblFz9Yyc3Q4+pkEqliIyMrPIzLoQQQmppT/e5c+cQEREBkUhUorf5woULaNu2LU+R1W5N+nblOwRSDQofBDWlITUAuJl5TGlKTDMzMzg4OJjMw+CEEGJMtTLp7tGjBxQKhc73qmt8dU5ODmJjY+Hv71/qjCm1zeR/fuU7hGrn5OTEdwikmpji7DxisRgdOnTgOwxCCKkVamXSbWZmBisrK15jUCqVePLkCXx8fEwm6TZFpjZtnikzxdl5CCGEGE6tTLpfBU5OThg+fDjfYVQrWWrBOF+xGz1oRwghhBBSFCXdxGC+btC54L+yBzxHUn2uXLkCANxiM6T2MsXZeVQqFbKysuDo6Ahzc3O+wyGEkBqNno4hBuPSsB5cGtbjO4xqdfXqVZ0rQ5LaxxRn58nOzsaxY8eQnZ3NdyiEEFLjUU83MZgPbh/lOwRSDUxt1pJCpjg7j729PQYMGACxWMx3KIQQUuNR0m0kGRkZOH78OHr37m0yy8ATUpuZ4uw8IpEIjo6OfIdBCCG1Ag0vMRJra2u0bNkS1tbWfIdCiEHFxsYiNjaW7zAIIYSQGoV6uo3E2toaTZs25TuMarXYp+BhwkXxV3iOhBhTZGQkAMDf35/nSKoXzc5DCCGkKijpJgajyDS9paL9/Pz4DoFUE1OcnSc7OxvR0dEIDAyEnZ0d3+EQQkiNRkk3MZjFWXf5DqHahYWF8R0CqSamNjMPADDGoFKpwBjjOxRCCKnxKOk2ktzcXCQkJMDb25v31TGri1BEHydSe5ni7Dz29vbo2bMn32EQQkitQA9SGklOTg6uXLmCnJwcvkMhRhQREYGIiAi+wyCEEELIK466Jo3E2dkZ48eP5zuMarW252sAgP+d3MFzJNXnyZMnfIdQ7ZycnPgOgRBCCKlxKOkmBvP8yi2+QyDVwNS+TBYyxdl58vPzkZubCysrKwiFQr7DIYSQGo2SbmIw7145wHcIhBiNKc7OI5FIEBERgbCwMFrkixBCqoiSbmIwHs0a8R0CqQZXrhT09AYHB/McSfUyxdl5xGIxunfvTsvAE0KIAdCDlEYikUhw8OBBSCQSvkMhxKCuXr2Kq1ev8h1GtROKRCY3Q4+FhQXq1KkDCwsLvkMhhJAaz7R+g1QjkUgELy8viEzol/SuWQsAAKPWLeM5kuoTFBTEdwiEEEIIqQFMJyOsZra2tmjXrh3fYVSrG1v3AjCtpNvUhliYMlOcnYcQQojhUNJNDGbC1h/5DoEQozHF2XnkcjkePHiAgIAA2Nra8h0OIYTUaJR0E4NpPrQv3yFUu23btgEw3Wn0TIkpzs6jVquRmJgIf39/vkMhhJAaj5JuI8nLy0NaWhpcXV3pIaRaLDMzk+8Qqp2fnx/fIfDCFGfncXBwwKBBg/gOgxBCagWavcRIZDIZTp8+DZlMxnco1eb0inU4vWId32EQIwsLC0NYWBjfYRBCCCE1CvV0G4mDgwOGDh0KKysrvkOpNkc/XwkA6D5vFs+REGJ4pjg7DyGEEMOhpNtIhEKhyT141Pfz9/gOgRjZkrYDEX/zHgDAp01zfHzjEM8RVR9TnJ2HEEKI4VDSTQyGerhJbWaKs/NkZGTQMvCEEGIglHQTUgX9+vXjOwRSTUxxdh4bGxsEBwfDxsaG71AIIaTGo6TbSKRSKa5du4b27dvD3t6e73Cqxb19RwGYVnJCU6mR2szKyoo+44QQYiCUdBuJQCCAubk5BAIB36FUm60T3gEAfC17wHMkhBhe4cw8NIyKEEJIZVDSbSR2dnYIDQ3lO4xq1XbCML5DqHarV68GAMyZM4fnSIix0ew8hBBCqoKSbmIwNKsDqc1McXYehUKBuLg41K9fH9bW1nyHQwghNRol3YQQogdT7OFWKBS4c+cOPDw8KOkmhJAqoqTbSNRqNWQyGcRiMUQi0zjNyTGPAZjmctmE1EbOzs4YM2YM32EQQkitQMvAG4lUKsXhw4chlUr5DqXarAoejFXBg/kOgxCjuLfvKDdDDyGEEFJRptEFywM7Ozv06dMHdnZ2fIdSbeoFt+Y7BEKMhmbnIYQQUhWUdBuJubk53Nzc+A6jWv3v5A6+Q6h2Y8eO5TsEUk1McXYeQgghhkNJNyFV4OLiwncIpJqY4uw8mZmZOH36NLp37w4nJye+wyGEkBqNxnQTg8lXq5GvVvMdRrVKT09Heno632EQYhSWlpbw8/ODpaUl36EQQkiNR0m3kchkMly6dAkymYzvUKrNIscWWOTYgu8wqtX27duxfft2vsMg1SA55jE3Q4+psLGxQatWrWBjY8N3KIQQUuPR8BIj0Wg0kEgk0Gg0fIdSbayd7PkOgRCjKZyZhx6kJIQQUhmUdBuJvb09+vXrx3cY1WpR/BW+QyDEaGh2HkIIIVVBSTchhOjBFGfnUSqVSEpKgqenJ43rJoSQKqIx3YQQQnSSy+U4f/485HI536EQQkiNRz3dRqLRaKBWqyESiWBmZhrfbb5r1RcA8MFtWrWP1D6FM/MIRaZz23R0dMSoUaMgMqE2E0KIsdCd1EiysrIQERGBsLAwODs78x1OtUh/+pzvEKrdnDlz+A6BVJPCmXlM6UFKMzMzWFhY8B0GIYTUCpR0G4mtrS06d+4MW1tbvkOpNuHPzvMdAiFGQ7PzEEIIqQpKuo3E0tISvr6+fIdRrcRuprc6Y2xsLADA39+f50iIsdHsPIQQQqrCNAYbE2IkkZGRiIyM5DsMQoxCKpUiMjISUqmU71AIIaTGo6SbGMymETOxacRMvsMghBiImZkZHBwcTOZhcEIIMSYaXmIkOTk5iI2Nhb+/v8ksofzw6Fm+QyDEaExxdh6xWIwOHTrwHQYhhNQKtTrpPn36NDZs2ICkpCTs27evWh9qVCqVePLkCXx8fEwm6Z55dAvfIRBiNKY4Ow8hhBDDqbVJ98iRI5GWloYWLVpg69atUKlU1Vq/k5MThg8fXq118q1+p/Z8h0CI0dDsPIQQQqqi1g7UW7NmDc6cOYP+/fvzHQqpxZycnODk5MR3GKQaiN1cTG6GHpVKhdTU1GrvtCCEkNqo1vZ0u7u78x2CyTm0YCkAYOCyhTxHUn3Gjx/PdwiEGE12djaOHTtmUot8EUKIsdTapLuilEollEol95qmyKq48z9vAmBaSTcxHYUz80z+51eeI6k+9vb2GDBgAMRiMd+hEEJIjUdJ9/9bunQpvvjiC4OVl5GRgePHj6N3794m00M0/Ocv+Q6hWi1pOxDxN+8BAHzaNMfHNw7xHBExJlOcnUckEsHR0ZHvMAghpFagpPv/LVy4EO+//z73WiqVwsfHp9LlWVtbo2XLlrC2tjZEeDVC0JQxfIdAiNHQ7DyEEEKqgpLu/2dpaQlLS0uDlWdtbY2mTZsarDxCCL9odh5CCCFVUWtnLyHV7/Jv23H5t+18h0EIMZDs7GxERUUhOzub71AIIaTGq7U93WvWrMHu3buRlpYGABg2bBhEIhG+/PJLdOrUiefoaqd9734OAAiZNpbfQAgxAlOcnYcxBpVKBcYY36EQQkiNV2uT7l69eqFRo0YltuvaZgy5ublISEiAt7c3rKysqqVOvoW+8wbfIRBiNKY4O4+9vT169uzJdxiEEFIr1Nqku3HjxmjcuDFv9efk5ODKlStwdnY2maS7/9cf8R0CIUZjarPzEEIIMaxam3TzzdnZmRZOIaQWodl5CCGEVAU9SEkM5unZy3h69jLfYRBCDCQ/Px9yuRz5+fl8h0IIITUeJd3EYDYMmIwNAybzHQYhRmGKs/NIJBLs27cPEomE71AIIaTGo+ElxGAC+nfnOwRCjMYUZ+cRi8Xo3r07LQNPCCEGQEm3kUgkEkRFRSE0NBQODg58h1MtXv97Ld8hEGI0pjg7j4WFBerUqcN3GIQQUitQ0m0kIpEIXl5eEInoFBNSG9DsPIQQQqqCMkIjsbW1Rbt27fgOo1pJE1MAAPZe7jxHQmqbCZ9shCwnD/Mm9UJoG39ue4ZUji2Hr+LK3TgIhWZoXM8dU4d2hJerafx1iRBCSM1BSTcxmGWNugIAvpY94DkSYkyHWndHrrkV7ETA1LT/HrCzsjCHk70N1Op8pGbJShxXmAinZcmgUmvPhuFoZw1rSwvIFUpI5bla71mYi3Dq2iNIZLkYFNoc/j5uAIC4xHTMWLwNY/u1w8hegdhz6ha+3hiJX3adxT/fzkA9T2fY2VhBbGMJhTIPWdkKrXJFQiHcnArGKiemlXxQ0NVRDHOREFnZCiiUeXh+6SYAoF6HNrC1toS9rRWUeWpkSOVax5mZmcHD2Q4AkJyRDY1Go/W+s70tLC1EkMpzIVcotd6ztrSAo501VOp8pJVxDlMzZVDn6z6HshwlsnO0z6GlhQjO9rbIz9cgJbPkku4eznYwMzNDukSOPJWa267IUeBlwr9o07oFbG1tSxxHCCFEf5R0E4Nx9a/PdwikEjQaDdLT0/HyZSLi4l8iITEF2fIc5OapkadSQ6XSQKXRQKXKh/pFMnLr+SDH0hpQ5+H3fRe5clr418HQbq0gzcnFml1RSM6QQmhmhpR0KV6mSdGgrgsa1nWF2MYK6v9PumU5SuyPugNbKwu8PbYbTl97jOhHCfBwtkdIc19oGMORCzGQK/IAAF//Honlm4/DzUmM7m0bY3SvNnhvfE/YWltCmafG4fP3kJWtwKI1BxEa6If6dVzQ0NsVFiIRjl66r9VuTxd7TBvWCQDwx4FLSEqXQqFUwc1JDBtLC8wY0RnuTnY4f+sJoh8m4MTSnwEAPRfOga+nM3y9XGBtKcLRS9pfMu1srfDO2O4AgB1HryMhORNZ2Qo42lnDQWyNiQOC4evljGsx/+Li7Wdax9bzcoKvpwsszYU4duUBBBBw7wmFZlgwpS8AYP+Z23j6Mg2pmTJYW5rDzVGMET0D0ayhF+49TcTxy9oxeXs4wt/HDQKBACcuP4CZmfbEVfMm9YalhRkiL8bg0b8pSM6QwkwggIOtBdwtFWjZPED/DxQhhBCdKOk2kry8PKSlpcHV1RUWFhZ8h1Mt3o+O4DsEUg7GGBISEnAn5iHuP3qGdKkcGdJcqM0soTKzhpWNHaxsHSEUugLWKPiHgrlFLQFoLA5yZZmZCTB1aEfutZWFOYCCRBoA/L3dsOPYDdx/loSJA4LQrW0jLFpzEOkSOb59dxgGhbbE7diX+HHHaQDAmr+j8OaoUGRI5Th66QGUKhX++HwSWjWqizeXbYdakYfG9dxRx80RQ7q1QoeW9bXq7d6+EReLv7cbHOys8W9yJnoFN4GTvQ28PRy1zoVIKAQA5Odr4OpoC5lCidf6tEODui4AACc7GwBA59Z+aBvgA/tDe8EY4FrHFQ//TUbLRnXRtL4nvD2ctMotmtA2qOOCxFQJBoa2QHBzXwAFPd0A0L6ZL5o28OT2vfc0EWevP4argxgdWjZBPS/nUq9jC/86ePoyDUHN6mFA5xYwMxPA0a7gYjVv6IV6nv/FlJwuxb6zdwAAo3u1RYM6LiXKMxcVxBzcvD6eJKShYR1XjOgZCBtrC9jbWsHW2rLUWAghhOiHkm4jkclkOH36NMLCwuDsXPovT0KMLS8vD9dvRuPMxRtISJFAnm8JczsX2Np5QWBvBhv7ypddfOz0y9Qs7Dh2A37erkjLkuP+syT4ejljXXjB6qxSeS4+WPkPvt54FMO6t8b5m7HcseFT+2FQaEsM7toKvoM+waU7cXiSkI6RvdrgreU7AQB1PZzw7bvD4eJQcqjDym2noFCqYGEuRB13ByhV+Zg6uAPquDkCKBi6UVx+vgb/nIpGuiQHUwZ1QKN6JZ9HcLSzhqOdNd7avQYRF2Jw82E8hvcMRGBjb53noNC56Ce4/fgFBoa2QJdAvxLv29tawd7WCgAQ/SgBV+7GoWOrhgjr1AwCgaDUch8/T8Gpa48Q2NgbI3oEQijU7rUW21hCbFOQJL9MzcKxKw9R38sZY/u2h6WFCDbWujsB0iVyHDp3F+5OdpjQP4gblhMbnwZ/H1ed548QQoj+KOk2EgcHBwwdOhRWVlZ8h0JMEGMMsbFPsOfICTx7mYlcc2c4uNaFhVc9GCt1epmaha0R1+DuJMbYvu3xv6V/AQAaF0lkC/8/JSMba3ZFweL/e6kBoLGvB4CCJNfd2Q4vUyWIeZqI9k3rIe//h6OEBvrpTLhX/HkcP+84A3OREBMHBMPSwhwTwtpzCbcuhQn3k4Q0jOwZqDPhLsQY4xLuAV1acAl3ac5FP8GZ64/RrV0jnQl3UdGPEnD43F20aeLDJdylefw8BbtPRsPP21Vnwl1U8ethaVH67T5dIseWw1dgZWHOJdwAkJWtwP4ztzF1aEdKugkhpIoo6TYSoVBocg8efeFVMFvLZ4nXeY7EdOXl5eHYyTM4dTEaGXmWsHP3hXVdn8JRIkajK8Gz+//ETaFUcfvl/v//CwDY21ihV3ATLN0YCQDIyc0rsZ+FuRBbj1wFGAMALhks6odtp/DZukOwMBdi2tBO8HCxN0rCfen6A/Rt38hkEm5CCCGGRcvAE4NRZsuhzJaXvyMxOLVajX/2H8J7n32PvZdfQOPaHI51/CEUmZd/cBWVluAN694aAHD9/nNudpBdJwpmAGlUzx3Th3fWGupwKOouAODCrafIkObA0lyEtEw5cvNUcPz/8dU5uf8l8ADw884z+PiX/TAXCTF1SEejJdw3H8bjxeJvcKjvmDLPRW1LuLOysnDnzh1kZWWV2RZCCCHlo55uYjA0VSA/bkTfwua/D0Nm4QX7Oq1Qnf2UZSV4PYOa4Kf5o/HZukPoMGUFvFztcSf2JZo18MT2r6dCbGOJ5Iz/yrod+wLdZ/6AB3FJsDAXYlj31rC2MsfEAcFIzsjGqr9O4dO1B7H75E1M7B+Mlv518NGPewEANlbmOHb5Ieq42ePczSfo0LI+Fr7Rr0S8VRlScrKuM4DSn8+obQk3AFhbW6Nu3bqwtjb230oIIaT2o6TbSKRSKa5du4b27dvD3r4KT6oRUgq5XI5V6zbhSVo+7D1bwb6MxM1Yykvwpg7thPFhQbh2/zl2n7iJET0CMXt0V50J3vJ3hsNcZIb7z5Jx61EChEIzTBwQDBcHW3w9ZwjeGNwB8cmZUOdr0MjHDS6OYuxcNg1nbjxGVrYCPds3hvP/j/d2//95souq6hjuwDJm56mNCTcAiG1t0LSRL8S2NmW2iRBCSPko6TYSgUAAc3PzMn+hElJZd+/FYPWmf2DmGgAHL34SIo2G6ZXgyXPzcP3+cwTU9yx3zLC9rTVi41O1Eu5Cjeq5ayXKyjw10rJkcHOyw9xxPeihSSOM4bayMEdgY2+4OorLbBchhJDyGTzpfvDgAYYNG6b3/k2bNsWePXsMHQbv7OzsEBoayncY1Wp111EAgDlnd/EcSe3FGMO2nXtw8sYz2Hu34fVLnUAAgyZ4coUSERdikJunKpFwF6fMU2P70WtIyZTRLCVGSrhlOUpsPXIVrRvXLbNdhBBC9GPwpDs3NxcymQwLFiwod98XL17gyJEjhg6B8OTFjbt8h1CrqVQqfPfzejyRWMLBuynf4UAgEFQ5wfNydcCeFTORq1ThxNVH0Gg0r2zCXXx2HlNIuF+mZuDOgyfwcLJBA2+PMttICCGkbEYZXuLq6oq33nqr3P2io6Mp6a5F3rtxmO8Qai2lUonF365GmsADdi5O5R9QDfJghr8ir2Fkz0BYmGvfSvRN8GysLNCpVUNsPXL1lU64AWjNzGMKCXdungr9Qxrjxz8PITc3t8w2EkIIKZ/Bk+6WLVsiKirK4PvWNGq1GjKZDGKxGCKRaQydd2vckO8QaiWlUokvv/0JGSJv2Ni+Og/l5pkJMX3xVnzx62HMn9QbkwYGw8JcVOkE71VOuIH/ZucxlYR74oBg5KnUaN68ORwdHctsJyGEkPIZfJ5uoVAIO7uSMwdUdd+aRiqV4vDhw5BKpXyHQmowlUqFr1asRobIG9avUMJdVHxyJt5Z8Tdajf0aq7afwh8HLtW6hLuQKSXcZV0PQgghFVdtXbAajQZ5eXla28zMzGBhUTuXFrazs0OfPn1q7ZcKXXZOmw8AGPPbtzxHUjswxrBy9W9Ihccr1cNdmvjkTIT/vB8ioRm+e28kJdyUcBNCCCnC6CtSnjlzBm3btoWVlRWsra21/gUHBxu7et6Ym5vDzc0N5ubGXxHwVRG94wCidxzgO4xaY/uuvXicJYKN/asxhltf6nwNlvxW+pzWNTXh/vatJcj440+TSrjdHMV4c3Qo3GjKQEIIqTKj9nQrlUoMGzYMEyZMwLJly2Bjoz2fsFhMN/LaZNKO1XyHUGvcun0Xx689fSVmKamMET1b69xeUxPuM9cfw/HxfVjKM8vctzYl3ACQnS3FmdOn0b17dzg51awvf4QQ8qoxatIdFxcHBwcH/Pzzz8ashrwimg7sxXcItYJMJsPaLftg7x3IdygVIjQzw4T+Qfjw9d5oUNe1xPs1OeHu1q4RZkZtLXPf2pZwA4AiT4N4qRCKPA0o5SaEkKoxatLt5eUFhUIBlUplUsMsgILE6e7du2jRogX16BO9Mcawcs3vELo1qTGrmZoJBHitbzt8PLWfzmQbqPkJtykNKSlKIBRBkieCQGgaMzARQogxGfVOam9vj+nTp2Py5MkIDw+Hp6enduUiUa2dikqj0UAikUCj0fAdSrU59c0vAIAeH83mOZKaK+L4KfwrtYK9Oz9Lu1eEUJOPjm0b47v3RqCFX51S96OE+z81KeEGgDxVPpIzs0t9nxBCiP6M3n3RsGFDLFu2DH/99VeJ91q3bo3o6Ghjh8ALe3t79OvXj+8wqtWxxT8CoKS7sjIzM7Hn2CXY+wTyHYpeLDX52L18hsnMUqJrdp7anHAr89TYd+YWVOr8UvchhBCiP6Mm3VKpFHPmzMH8+fMxZMiQEg9SWltbG7N6Us3CvprHdwg12urftsLSPYDvMPRmZiYwmYQbADczT2HSXdsT7u1HryE5XQorISsx3SshhJCKM2rSnZSUBC8vLyxbtsyY1ZBXRNe50/kOoca6cOkKnmUK4OBpxXcoeitrxHltS7gB7dl5TCHhTsmUYWhoUxyKPAmBRl3q/oQQQvRj1KS7fv36yM7OhlKphKVl6b8QaiONRgO1Wg2RSAQzM6NPh05qsLy8PGzbdxz2Xrqn2atpamPCDfw3O4+pJNwTwtrD08UegQH1IRLRg5SEEFJVRs0GBQIBhgwZgrFjx+LatWtISEjQ+peSkmLM6nmVlZWFXbt2ISsri+9Qqs2df47gzj9H+A6jxvlj699Qi+vVmNlKCjEd22prwl3IlBLuOm6OUKk1iE+RQKU2nQfCCSHEWIzafXHv3j1s3LgRALB3794S79fmByltbW3RuXNn2NqaznLKf73+HgCg5Yj+PEdSc9y9F4PLD5Jq7CI4RdX2hHtD+Pe4nCTHiGkjTCLhBoAMqRzbI69j6tCO8HJ1KPV4Qggh5TNq0t20aVPcv3+/1PetrGrO+NWKsrS0hK+vL99hVKv2k0fyHUKNIpfLsXrzHtjXDeQ7lCqr7Ql39KMEbNtxEu4KCcJ++8QkEm5CCCGGZdSk29LSEgEBumdjyMvLg1QqNWb1pJqNWL2E7xBqjNzcXHz13RqYudScRXBKYwoJ9+Fzd9F/ZC8Ee4lNKuGWyWSIfRILmawlQD3dhBBSJUZNuhUKBR4+fKjzvfPnz2Pv3r04duyYMUMg5JXCGMON6FvYtPMQ1I7+sLKu2CI4Go0GObkF07fZWFnCzOy/BFCWk6u1r4W5CBbmxn0AzlQS7jZNfBD2Rj+TSrgBwExgBitLK5gJ6GFwQgipKqP+Rn748CHatGlT6vsfffSRMavnVU5ODmJjY+Hv719ifvLaKvHOAwCAV8uaM9d0dVAqlYiNfYLzV2/i/pMXkDIx7D1bQ1SJWW2ypDn4O/IiAGDC4FCIbf4borX3+BUAgEKZB42GITCgPkJaNzJMI3QQAKaTcJvIGO7i7OzFaNG0EezsxaWWRQghRD9GTbpbtmyJ1NRUrW0ajQYPHz7EO++8g86dOxuzel4plUrciXkIC1tHODgU/FnWwlwEFwdbaDQaJGeUXFrZ3ckOQqEZMqRyKPO058W1s7GC2MYSCmUesrIVWu+JhEK4ORX8UkxMk5Qo19VRDHOREFnZCiiU2otc2Fpbwt7WCso8NTKkcq33zMzM4OFsBwBIzsgusaS9s70tLC1EkMpzIVcosSz0NQDAgtizsLa0gKOdNVTqfKRlyUrEVPhQVmqmDOp87RXvHO2sYW1pAVmOEtnFem8tLURwtrdFfr4GKTqWp/ZwtoOZmRnSJXLkqbTPob2tFWytdZ9Dc5EQro6ln0M3RzFEIiEypTnIzVMBAFTqfBxq3R255lYQm2nQJvI45DkKZMvkyJRkQ56bB6ksFxKFGiqhHeycPWHu3gI26nyoNQzmxfIylTofyjwVzAQC2FhbgjEGtTof5v/fW63Oz0eOUsntr8gt+H9LcxHMzUWYOKQrAGDPsStIySjZhopijEGlVECpkEOVlwtNvhpWqv/qz9cwpGRmY2SvNshTqaFW55c4R0DBUuIRF+5BmqPEqF6BEAgEWudYKDSDu1PB5ywxVYKD5+4gLjEDAzu3gNjGEnkqNSzM//uc/RcgcP7WUzx6noy+HZrCw9lOq1yBQABPF3sABZ+zC7ef4tLtZ+jQqgH8vF2Rq1TBytJc5+fscXwqzt2MRatGdRHY2BtJ6VI8OHwKABAwoAc8XewhEAiQLpHjYVwyDp2/i/pezujUqiGUKjVshBbIyc2DRKb9OcuQyHH4QgzcHG3RvV3jEj9zhfeATGkOEtOl2H3iJqzMRRjUpQW3T65ShczsHK3jlHlqRF68j9w8Ffp2aIo8lVrrXBTeAyQyBbKyFdh35hbSsuQY0aM198UtT6VGukQ7HjCge/vG3PUhhBBSeUZNuoVCIVxdXUtsd3d3x+LFi7Fu3ToMHjzYmCHwxszcCnFyO8SdjuG21a/jjMAmPkhKk+LktYewsbTQOmbu+B6wtbbE8csP8eh5MjIkOZDlKOHsYIPhPQIR0qI+nr1Ix55Tt7SO83SxR58OAYh7mYHD5+/Czkb7AdUZIzrD3ckO5289QfTDBGTn5CJDkgOxjSUGhbZAz6AmSEqXYsvhK1rH2dlaYUL/IMQ8TcSRCzGwsTTX6u2bOCAYvl7OuBbzLy7efoanrUOQzcyw5PcI9A1piiHdWiEzOwe/77uoVa5QaIZ3xnbH7ccvcPjcXYhEQgiL9PoO79EazRp64d7TRBy//AD5Gg2S06XQMIbOrf0wcUAwcvNUJcoFgLnjeuBRfAr2n7mNfA2DZZHhFf06NkX7Zr6IjU/D/jO3wRhDapYMCqUKrRrVxVtjugGAznL/N6oLMiQ52HXiJiQyBexsrJAukSPX3Qo5ltZgaiX2Xk2CUCSCSGQBkUUdCCwFgCVQmK48fPYSN2KeQp5TkDjaWluiTbMGCGhYFwDwND4Zp6/cg7WVBerXdUPci1QocvPg6eqInh1aQCLLwclLd7mYIqKiIRAI0LZZQzTzL7uHVx+qvFzI0hNhkS+Dk9gCzg428KjjjDqe9eDi7ARbG2tsO7BX65j8fA32nIwGALw5OhTO9rY4ezMWd2NfAij4kp2cmY1mDTwxa0QXpGZmlzi/TvY2mD26KzQaDX7YfgqZ0hy4OYlx6tojnLoGTB4UAm8PJ1y+G4crd+MAAAwMGZIc1HFzwBtDOgIoed0sLESYP6k3AGDD3vN49iIdjnbWuBv7EndjX2J0n7ZoXM8dtx4n4PS1x9xx2Tm5EFtb4rW+7eDubIefd5wB/q+9O49uqsz/B/5Omz1p0qYtZWkHpBXCvhQKiCA7iAiiiIj7vvsbcRatM+I2cnBUHBUdnRmc8Tsi6ozIIlZBrAKCZd8XWylSKEubNmubJk1+fzCNhLZszc3T5L5f53iOvff23velPeknT57ncwF8PefvAIDRPi1+f9tYKJWJ+GTlFmzZfxg6jQrHK53457INmHh5D/TrmoX9h45jxdrdofN6fX4oAFwzsg+6dczAKx+sbvQzeGTGCJgMWnzx/W6s2VqMBIUCGakmLPpqM0YMuBRD+2Tj5+NV+GTlll9+BoEAvHV+XD28F3pf2gHzP/kOdWe8aW/oPrJ2azG+WL8HPn89MiwmfL52N/J6dsLYQVacsDnxr+U/hL4nGAzCWePFQ9cPb/zLQkREF0wRDAabarcruW+//RYvvfQSPv/8cxGXPyeHwwGz2Qy73Q6TyXTB3++u8WLz3sPo0MYMvVaNQCCIrzbsxXGbE1NH9IHJ2LhzS8MoV6XdhS+/34udJUcxOq8renRud9aR7s17D2P7gTJckXspsjMbv8k5faR7095D+LpoP3plt8fIAV1g0Dc/0n2o3IbCzT8iOzMNl/fJbvQIwtNHun8qO4lPv9mOtGQDplzRB2ajrtmR7ipnDVZu2AutWoXxQ7o1+nj99JHu45UOfLp6G2p9flw3uh/apiY1O9Jd56vH6k37UVHtxsTLusNyxsfrp4902+werFi3KzSi2qVjm+ZHuoPA5r0/Y0fxEVzeLweXZqUDAN4ZdQPmazrBo9FB76/DLTdd1ejfvsHekjJ8t2kvkgxaXDt2EIIAPv3qB7g8tRg+oBu6ZWdi/8GjKCw6VaRdMbA7rJ07YO3mfdhdfBht05MxZdRA2KpdzU4vadAw0n2+00ucVSeh9pSje3Y7jB42GNnZnaFSqZo89k/9r8JfA+moVWmRpATWLZsb2tfUpwENjHoNkvRN/56dPtLd1CcqqWZD0yPdAPRaNczGpn/PzhzpPvMTlZQkfbMj3Vq1Cikmfdjv2Rf5p+71yhd/HzbSfeYnKmajDnpt0yPdDZ92BYNBHKtsvJD89JHuM/8NG14DmhrpPv3TrmOVDpz5sn76SHfDmoAGDZ92NTXSHaivhzqhHsnJyc3+TjSnpa+hRETxRtKR7mAwCK/X22h7eXk55s6di3vuuQe1taf+2CUkJECtVjc6NlYZdBoM758D4Jc5qsdtzvOao1q06xBKyytxw7jcRnNUdRo1dKeNkK/dVhIquM81R7W0vBJFu0oxvF9OozmqGrUyrA/vjz+fCBXc55qj6vLUYmXRfmRnpjWao6pSJoadt9LuDhXc55qjCgCrivZDrVbizmsuC5ujmpiYEHbehjmqFdXuc84ZViuV+H7HT6i0e3D7pMGNfh6nn7dhzvCO4iON5gyrlIlnzX66vSVHAACXZGZA+7+fX6cObbDrx5+x96cj6Jb9y3kTExLQpVN7AIC1cwfsLj6MYyerGy2UbKlgMAjnkX0YPbAzpk2Zed5F1VXbCwEAWf16NNm7OcXU/BqGM3/PztQwnakpJoMWJkPTbUbP/D07U0NB2hSjXtPs7+Hpv2d3vvtio/1nmzet16qh1zb9mqZQKM6a92z/hlqNCu00zX9vwxuNppiNOpiNuib3qVWNfzY2mw0FBSsxYcIEWCyWZs9LRETnJmnRvX379rMupPzii1+eXhhvD8qp8dah+HAFLmmfii++3y2LRWHTruiFxGA9mvu1Er0oDJB2kd7ZNMyl16h/KWy1mlP/TjVnjDyqVImhriSnv4Hx1HihTDz/Qv9cnEf3465rr8CQQQMidk6KLyaTCRMnToTRyIWUREQtJWnRfemll2LNmjXndWy8vaiXHi7Hi299gkH9e6PWj7gvuGeMG4BnLacWe73o2tfoWDkX3ABgMurg8tTC5flluoHLXfu/feGjmnV1fvh8fqhUyrDR7SSjrlGBfrGctmMYnXsJC+4LIMfuPEqlEsnJyaJjEBHFBUmLboPBgMsvv1zKS7RaWq0WKp0J5ZUu3D318rgvuDVqJQxpKU0eK/eCGwD6dbsE5SerUfLzcXTOzEAQwE9lJ6BQKNCve6ewYwPBIIp2FqNb50xs2XMQAHBpx3bQadRIUCigUADBIHDsZBXapqdAp1EjMTEB7ppaBIMIzYmu8/vh8tRCmZgQmtICAH5fHdokVuGG625v8X3JyRtDrgHQ9JtKIiKic4l40X3w4EG8/vrrmDdvXkSPjTVarRZavRFTRsT/CHfDFIinSht3/WDBfUpm21RcN3YQtu0rxfptBwAAWe1S0dd6CdLOaMdm0GmQmpyENVv2wuv1oXeXX2Fg71PrAzRqFS7v3w17S8rww45iBINBjLmsN9qmJePzwi2hRX0GnQaHjpzEoSMnkdU2FVfk9Qidv/bYXjz9u3uQcBF9wuWs45D+oiMQEVEMi3jRbbfb8fXXX8Platyb+UzHjh3DN998E+kIrUZ6ihGXdEhtdn88FdxNifeC21XjBS5gVlRqShJGD+l1XsdaO3cItRI8U/eczCZbBE6/8rJzntdVfQJjh/RsspUnnd19KxeKjhB1TqcT27ZtQ9++fZGUxF7dREQtIcn0kp07d573C3SfPn2kiCCcSpmIS7PaNNvhggX3L2Kx4F67rQQuz4UV3aIFAwEYassx9eqbRUehGBEMBuHz+Rq1ICQiogsX8aK7S5cuWL++8TSD5hgMzRdYscyoVeLybmkwahv/E8drwf3n7qMAAHeuXxb3Bfe3m388Z7vDC6VUJsKg00Cvjex5GziO7sfv7poGpVLSpRxxy/+/9qdKjTQ/n9bIZDJh1KhRomMQEcWFiP/11ev1GDx4cKRPe1HKysqwZMkSuN1uDB8+PKq5PB4PioqKYLFYoNX+0ls4XgtuAKj6+ShqElWyKLivyL0U3+oiW3xlZ2UgOysjouds4HHaMbBLG3Ttcu6H5VDTnk499akcF1ISEdHFiNuVVGvXroXVasWXX36JkpISjBs3DrNnz47a9b2BRBysscAb+GV6STwX3ADw4K7V6PDq3LgvuPN6dsQPu0rxjrYjvMoLe0qfCMFAACrHQdxx83TRUWKaIS2l2Q49RERE5xK3nzPfe++9mD59OhYsWAAAGD9+PK6//nrceOONsFqj32c33gvuSrsb/12/H0nJprgtuFdu2Aub04O7nvvg1OOyE2JjmoHjyD787u7roZHRtAgpNNWdJ97V19ejtrYWWq0WiRF8MBMRkRzF5Uj3nj17sHfvXtx5552hbVOmTIHFYsHixYujnkcOBXc8Tyn5cv0e/PHtZXj7v2uxYMn6UwV3jHDaTmBE/0s4rYQuit1ux5IlS2C320VHISKKeZIW3ZWVlUIe7b5//34Ap56I2SAxMRGdO3cO7TuT1+uFw+EI+y8igpBNwR18/z18MvPBZo+NxYJ79cb9mP7EP1C0+xDcNd6zHtva+Ly1yEisxE3Tp4qOQjHKaDRixIgRcffEYCIiESQtusvLy9GvXz/0798f8+fPR1VVlZSXC2noEW42m8O2JycnN9s/fM6cOTCbzaH/srKyWpTB6XRi/4H9+HzNNlkU3DddORA/f70OP65a1+SxsVhwr91Wgq/W74W/PnDW41qjYCAA3/Hd+O0jd/MhOBHy5+6jQh165EKtVqN9+/ZQq9XnPpiIiM5K0r/GPXv2xN69ezFmzBi88MILaN++PW688UasXLky9KhqKTSMypz5kWh1dXWzIzZPPvkk7HZ76L/Dhw+3KENGqgnjBlnx8/FqWRTcRr0G9339Ie77+sNGx8Zqwf3t5h8xaXgv/O62sdBrY6foCAaDcJbtxG/uv6nRG0+6eFU/H0XVz0dFxyAiohgl+RCY1WrFSy+9hMOHD+Ojjz5CbW0trrrqKnTu3BnPPPMMDh06FPFrdu3aFQDw448/hrbV19fjp59+Cu07k0ajgclkCvuvJcwmE37VKRvXjs6VRcENAB0H9UPHQf3Cjo3lgrvh5zH7nokoW/EnvPb4NHRo03ym1iAYDMJ+eBfuv/FK5GR3Fh0nrvzh5w34w88bRMcgIqIYFbXPnZVKJSZPnox58+bh7rvvxqFDh/Diiy8iOzsbM2fOhM1mi9i1unfvDqvVGupcAgBLliyBzWbD1KnRmd9a5fDgpyMn0bGt5azHxUvB3ZR4KLgbaNRK3DN1KHYueiq8+G5FT+prKLjvmz4GA/r3FR0n7ugtydBbkkXHiCq3243NmzfD7Y6dxcNERK1VVIrumpoafPDBBxg9ejQ6d+6M7du3Y8GCBaiqqsJ3332Hw4cP49e//nVEr/nuu+/i448/xuTJk3Hffffh9ttvxx/+8IeotQusrfPhyAk7aut8zR4TbwX3st88j2W/eR5AfBXcp2sovv/9/G0Yd/IAtHWtY3FlMBiE4/BO3D9jHAYNzBUdh+KE3+9HeXk5/H6/6ChERDFP0j7dVVVVyM/Px4cffgiVSoVbbrkFb775Jrp16xY65rLLLsPLL7+MBx54IKLXHjZsGPbt24fPPvsMHo8HX331VVSfSOnz+eB0OuHzNV10x1vBDQDr//oBAGDkc7+Ly4K7wbYDZVj1wz50QS3WQvxIt99XB2/5LvzmrunoZu0iOk7ceu+auwAAd3z2D8FJosdsNmPSpEmiYxARxQVJi+7Dhw+juLgY77zzDqZOndrsCnir1YpXXnkl4tfPzMzEww8/HPHzng+3243S0tL/fSybFrYvHgtuALju7Rfh8dXHfcHd8PPYYtCe9dhocFVXILn+GJ558kFYLGefykQt01xnHiIiovMhadHdu3dvrFy58pzHmc1mjBw5UsooUWcymdDV2rXRgsx4LbgBoOt1V8mm4J5wWXdsOevR0goGg7Af3Y/Le7TDbTMf59MCo6CpzjxERETnK24fAy+ayajD6LzuMBl1oW3xXHDH6xzuBhfy85Caq7oS2prDePTGq9G3Ty9hOeTmzM48REREF4JPzZBIkl6L4f1zkKQ/NQVBDgX3/u9+QNeTh1hwS6TOWwNX2Q6MtBrxyrO/ZcFNkrPZbFi4cGFEu0sREckVR7ol4q3zo+xEFTLbpGDjnkNxX3DX1vkQ/Oc/8V29DxMevb3JY1lwX5watwM+2yH0uiQdt9x5L+duC9LQmefql/8oOEn06PV65OXlQa/Xi45CRBTzWHRL5OejxzH370sxemg//HS0Ou4L7psn5mHT/7u92WNZcF+YYCAA+8kyGALVGNwjG1Puvw/JyclRuz411tCdR05Ft1arRU5OjugYRERxgUW3RBQKBWrq6rFx78+4dlRu3BfcqWYDxj/3eJPHsuA+P8FAAPaKcijrbMhKM+CGyYOQNyAXCQmcBdYaXPf2i6IjEBFRDGPRLRGDwQCDyYIrcq2yKLibw4K7efV+H5zVFYDXAX1CHdqlJuGacX0xMLcvP85vhXJvuVZ0BCIiimEsuiWUnKRDXo+OZz0mngru4tWn+hjnjBoKIP4Lbm+dH9A1uxvBYBD1fh/qaj3w1rgBfw0SA7XQKYFkowYZqWb0GmBFl5zOaNu2rdCOKERNqampQWlpKTp16gSd7iy/7EREdE4suiWSmJiATu1TkZiYgOM2JwKBQNj+VLMBew4ew+LV29C1Ywb6dsnEsUoHAECvVcNs1MHnr0dFtQsAcPBIJT5ftwud2qWGCu6TVS746+vDzpuSpIfN4caCZRtg0mswIrcLbA43AECrViHFpEd9fQAnqpwAgCpnDf779VZoVUrcOXkIjHoNKu1u1PnCH/tsNuoQCATx3tL1qHbV4LrR/VDn86O8wg61SolUswH/mHwXPEoNnij+DnW+eiz5djsqqt2455rL0D49GVUOD2rrwp/QmaTXQqdRYdFXm7HnYDmuGtoTRr0G5RV2KBMTkZ5iBAAcq3QgGAwCQeCbTQews+QorhvVF327ZMLuqoGnti7svAadBiaDFt9sOoCv1u/F4N6XIDszDeUVdiQkJCDDkgQAOFHlRH39qZ/N7p/K8XXRfgzpdQkmXNYdrhovXJ7wx7w3/BvuPXgMlQ73aUV3EKrq/VArlVAmKqBSKaFWJsBsMSItNRkdMrqgbds2SEtL4yh2jFr/zr8BAEPuu1lwkuipqanBzp07kZGRwaKbiKiFWHRLxJKkw8yxvWE06vD6R9+ipja82JxwWXe4a+rQuUMafjpagYNLK0P7crtlYcJlPVBR7cKCJevh8dbhZJULOo0KVU5PaIT709XbQkV5gyuH9kCNtw6Z6WYcPlaFf68oCu2zdsrAdaP7wV1bhwVL1sPnr8dxmwMJCgUyUk3QaVQAgBXrduPn8vAWYeMGW6FQKGBO0qHS7sbi1dtC+37VzoJbJubBOmkMVjgS8PfF63C8ygmfvx4ZFhPMSaeKzNUb92Nf6fGw8w7vnwOL2YCGQd5vNh3AN5tO/X9ashH3XXc5AOD/VhTBW+eDze6By+OFxaxHhzbJAID1O37C5r2Hw86b17MTunZsA5vdjfpAALuKj2JX8VEAgE6rwqybRgMA/rNqK6ocHjg9tbDZPTDqNeje+dSo89Z9ZViztTjsvD1z2uPyvtk4eKQCgcAvj4BPSEjA3D8+Bopfyx5/AYC8im6LxYLp06eLjkFEFBcUwWAweO7D5MfhcMBsNsNutzd6quT5sNlsKCgowIQJE+CDqsmRbrVKCYe7Fu6a8NHUpka6GygUCrRNPZWnuZFurUYFl8cLp6c2bF9TI92na5tqgkKhaHakW69Vw1NbB7urJmxfw0h3MBgMjdafrk1KEhITE5od6TbqNaj1+lDl9ITta3Kk+zRpyUaolIlnHemu8/lRaXeH7WtupLuBxWSARq2E01Pb7Ei331+PF/pfhX8ktEWtSguTUoGS9W83uvd486f+V+Hw1t0AgKx+PfDUls8FJ4qeL59+BQCaXTBM4Vr6GkpEFG840i2RpKQkjB07FklJSVCpVM0eZzJoYTJom9ynUiaiXZq52e9tKEibYtRrmp2bnZiYcNbznm1hpF6rhl6rbnKfQqE463lTTM1Pq9BqVGinaf57G95oNMVs1MFsbPqjb7VKedZMbVKSmt2XpNeGHm50JqUyESplIq7aWgjgVAFK8Y3FNhERtQSLbomoVCqkp6eLjhFV1WXlAIDkzHaCkxARERG1LmwATBHzknUkXrKOFB2DSBLFq9eFOvTIRVVVFRYvXoyqqirRUYiIYh5Huili2ljP3o6PKJYtmHwXAOBF1z7BSaJHo9EgOzsbGk3zbUSJiOj8sOiWiMvlwq5du9CzZ08Yjc3PvY4nv94kn0V1JD/drx4jOkLU6fV69O7dW3QMIqK4wKJbIoFAAHa7vVHXEiKKTTd/+KboCEREFMNYdEvEZDJh/PjxomMQERERUSvAhZQUMc+06Ytn2vQVHYNIEtVl5aEOPXLh9Xpx6NAheL3ecx9MRERnxaKbIsbvrYPfW3fuA4likBy787jdbqxbtw5ut/vcBxMR0VlxeolEAoEA/H4/lEolEhLk8d7mBfse0RGIJCPH7jzJycmYNm0alEr+qSAiaim+kkqkuro69Bh4i8UiOg4RtZAcu/MkJCRArW76CbRERHRh5DEEK4DBYMDQoUNhMDT/SHUiIiIikgeOdEtEo9GgY8eOomNE1ZtDpwIAHl63WHASIiIiotaFRTdFzNHte0VHIIk9tUV+UywaNHTmeebENqE5osnhcGD9+vUYMmQITCaT6DhERDGNRTdFzKxtBaIjUBTMnz8fAPDQQw8JThJdcuzMk5CQALPZLJvF4EREUmLRLRGPx4Pi4mLk5ORAr9eLjhMVaTmdREcgkowcu/MYjUYMHjxYdAwiorjA4QuJeL1elJSU8KESRERERMSRbqmkpKRg6tSpomNE1aLbZwEAZvzzVcFJiIiIiFoXjnRTxOz4zwrs+M8K0TGIJPHm0KmhDj1y4fP5cPLkSfh8PtFRiIhiHke6KWJu/c9fRUcgkowcu/M4nU6sXLmSD/kiIooAFt0UMdYJI0RHoCiYMWOG6AhCyLE7j8lkwsSJE2E0GkVHISKKeSy6JWKz2bBq1SqMGTOGI0QUV1JTU0VHEEKO3XmUSiWSk5NFxyAiiguc0y0RnU6HXr16QafTiY4SNav+9AZW/ekN0TFIYpWVlaisrBQdg4iIKKaw6JaITqdDt27dZFV0r54zH6vnzBcdgyS2aNEiLFq0SHSMqFt0+6xQhx4iIqILxeklFDET5/xedAQiyTR05pFTS0yn04lt27ahb9++SEpKEh2HiCimseimiLn8kTtERyCSjBy78wSDQfh8PgSDQdFRiIhiHotuidTW1qKsrAyZmZnQarWi4xBRC8mxO4/JZMKoUaNExyAiiguc0y0Rj8eDoqIieDwe0VGiZvvHy7H94+WiYxARERG1OhzplojFYsHMmTNFx4iqj+78DQCgz/RJgpMQRV5DZ54xTz0iOAkREcUiFt0UMXl3ThcdgaLgoYceEh1BiIbOPHIquuvr61FbWwutVovExETRcYiIYhqLboqYa15/TnQEIsnIsTuP3W5HQUEBHwNPRBQBLLqJ6IIUFxcDAHJycgQniS45ducxGo0YMWIEHwNPRBQBXEgpEbvdjuXLl8Nut4uOEjVHtu7Gka27RccgiX355Zf48ssvRcegKFCr1Wjfvj3UarXoKEREMY8j3RJRKpVo164dlEr5/BPPH3YdAOBF1z7BSYgir6EzDxcKExHRxZBPRRhlBoMBubm5omNE1SXDBoqOQCQZduchIqKWYNFNEXPPF/8nOgKRZOTYncftdmPfvn2wWq0wGAyi4xARxTQW3URE50GO3Xn8fj/Ky8tlt2iWiEgKLLolUldXh4qKCqSlpclmEVKd+9TTN9UGveAkJKWUlBTREShKzGYzJk3idBoiokiI+6J7165dOHbsGEaMGBHVRY0ulwuFhYWy6m/7TEZ/AFxIGe/k9qTVBg2deTr06yE4CRERxaK4Lbo//fRTvPTSSzh48CBOnDiBqqoqJCcnR+36ZrMZU6ZMgVarjdo1RUtqmyY6ApFk2J2HiIhaIm6L7kOHDmHevHmorKzE1VdfHfXrJyYmym7h0ZPFa0VHoCgoKioCAOTl5QlOEl3szkNERC0Rt0X3Y489BgBYvny54CRE8WXjxo0A5Fd0y7E7j81m42PgiYgiJG6L7gvl9Xrh9XpDXzscDoFpiIjE0+v1yMvLg17PxdFERC0VM0X3Dz/8AKfT2ex+pVKJESNGXPT558yZg2efffaiv/9MDocDmzZtwoABA2AymSJ23tZsbtcrAAC/3/+t4CTR8dSWz0VHoCiSY3cerVbLdoFERBESM0X3e++9h+Li4mb363S6FhXdTz75JGbNmhX62uFwICsr66LPp1AooFKpoFAoLvocscZ+5LjoCESSYXceIiJqiZgpuv/6179Ken6NRgONRhOx8yUlJWHYsGERO18seProRtERom7hwoUA5NtGT07YnYeIiFoiZopuav20piTREaKuqqpKdISoy87OFh1BCDl256mpqUFpaSk6deoEnU4nOg4RUUyL26L7wIED+Pnnn7F9+3YAwLfffguDwYA+ffogPT1dcDqi2DVhwgTREShKampqsHPnTmRkZLDoJiJqobgtur/++mv897//BQCMHj0ab7zxBgDgueeei0rR7ff74XK5YDQao/okTJH+cfUdAIC7lr0nOAkRRYLFYsH06dNFxyAiigtxWw0+8MADeOCBB4Rd3+FwyK6/bck360VHoCgoKCgAIL8Rb7l15yEiosiK26JbtKSkJIwdOxZJSfKZ5/zgtx+LjkBRUFJSIjqCEOzOQ0RELcGiWyIqlUp2c8czc3uLjhB148ePFx2BokSO3XmIiChyWHQTtQAfHCIfcu3OU1hYiBEjRiAlJUV0HCKimJYgOgDFj6WznsPSWc+JjkFEEaLRaJCdnR3RZxgQEckVi26JuFwubNiwAS6XS3SUqNnw7kJseHeh6BhRNX/+fMyfP190DIqCf1x9R6hDj1zo9Xr07t0ber1edBQiopjH6SUSCQQCsNvtCAQCoqNEzfV/mys6AkXBwIEDRUcQgt15iIioJVh0S8RkMslukV2/G6eIjkBRkJeXJzqCEOzOQ0RELcGim4joPMixO4/X68WxY8fQtm1bzusmImohzummiPn+7ffx/dvvi45BElu4cCEWLpTX3H25crvdWLduHdxut+goREQxjyPdEgkEAvD7/VAqlUhIkMd7m+W/fREAcNkDtwpOQlKqqqoSHUGIhs48k199WnCS6ElOTsa0adOgVPJPBRFRS/GVVCLV1dWyewz8iN/eJzpC1M2YMUN0BIqShs48ciq6ExISoFarRccgIooLLLolYjAYMHToUBgMBtFRombc7MdER4i61NRU0REoStidh4iIWoJFt0Q0Gg06duwoOgZJrLKyEgCLbzlgdx4iImoJeUw2pqg4sHINDqxcIzpGVC1atAiLFi0SHYNIEg6HA19++SUcDofoKEREMY8j3RQx/5x6DwDgRdc+wUlISnLrP9+goTOPnBYKJyQkwGw2y2YxOBGRlFh0S8Tj8aC4uBg5OTmyeYRyz2vGiY5AUZCTkyM6ghBy7M5jNBoxePBg0TGIiOICi26JeL1elJSUICsrSzZF98x/vy46ApFk5Nidh4iIIodFt0RSUlIwdepU0TGIIm7+/PkAgIceekhwkuiSY3ceIiKKHE7Uo4ixlZbBVlomOgYRRYjP58PJkyfh8/lERyEiinkc6aaIebnnGADyWkgpt9FeOWvozNNl7DDBSaLH6XRi5cqVsnrIFxGRVFh0U8S07dFFdAQiycixO4/JZMLEiRNhNBpFRyEiinksuiVis9mwatUqjBkzRjYjRI/+sFR0hKgrLi4GIN+OHnIix+48SqUSycnJomMQEcUFFt0S0el06NWrF3Q6negoJKEvv/wSAItuOWB3HiIiagkW3RLR6XTo1q2b6BgUBSdPngx19DjdjBkzkJqaisrKymafWtkwJ7y4uDhUwJ8uJSUFM2fOBAAUFRVh48aNjY7Jzs7GhAkTAAAFBQUoKSlpdMzAgQORl5cHAFi4cCGqqqoaHTN+/PjQm4em7qfhnmbMmNHkPiIiImoeu5dQxPzR0gt/tPQSHSOqHnroIaSnp4uOEVWpqalITU0VHSPq5Nidx+l0Ys2aNXA6naKjEBHFPEUwGAyKDtEaORwOmM1m2O12mEwm0XFiQkPB/bxtp+AkRJGXb7QCkNdCSofDgU2bNmHAgAEX/DrI11AionCcXiKR2tpalJWVITMzE1qtVnScqGCxTfFMjt15TCYTRo0aJToGEVFcYNEtEY/Hg6KiIlgsFtkU3UTxTI7deYiIKHJYdEvEYrGEFsARERERkbxxISVFzOuDJuP1QZNFxyCiCKmvr4fb7UZ9fb3oKEREMY9FN0XMsd0HcGz3AdExiCQhx+48drsdS5Ysgd1uFx2FiCjmcXoJRcxvdq0SHYGIIshoNGLEiBF8DDwRUQSwZWAzWtruym63Y82aNRg2bBjMZrMECYmIWi+2DCQiCsfpJRJRKpVo164dlEp+mEBEREQkd6wIJWIwGJCbmys6RlQtvPlRAMDMf78uOAkRERFR68KimyJm12dfiY5AJJmGzjxy6tftdruxb98+WK1WGAwG0XGIiGIai26KmNsX/010BCLJyLEzj9/vR3l5OXJyckRHISKKeVxI2YyWLgKqq6tDRUUF0tLSoFarJUhIRNFkKy0DAFg6ZQpOEhu4kJKIKBwXUkrE5XKhsLAQLpdLdBQiigBLp0wW3EREdNE4vUQiZrMZU6ZMgVarFR0lar56dh4AYNzsxwQnISIiImpdONItkcTERBgMBiQmJoqOEjWFf34HhX9+R3QMIkksvPnRUIceIiKiC8WRboqYSX/OFx2BSDJy7M5js9lQUFCACRMmwGKxiI5DRBTTWHRTxFz2wK2iIxBJRo7defR6PfLy8qDX60VHISKKeSy6JeJwOLBp0yYMGDCAK/eJ4kCXscNER4g6rVbLdoFERBHCOd0SUSgUUKlUUCgUoqNEzdYPl2Drh0tExyAiIiJqddinuxnsMXvh8o1WAMCLrn2CkxBFHrvzXBi+hhIRheP0EoqYwffOFB2BSDINnXnkVHTX1NSgtLQUnTp1gk6nEx2HiCimseimiJn86tOiIxBJRo7deWpqarBz505kZGSw6CYiaiFOL2lGSz8a9fv9cLlcMBqNUCr53oaI5IXTS4iIwsX9QkpR7ykcDgdWrFgBh8Mh5PoilG3egbLNO0THICIiImp14rLo9vv9+Ne//hXqL9umTRvccccdOHnyZNQyJCUlYezYsUhKSoraNUV764rpeOuK6aJjEEmC3XmIiKgl4rLo3r17N7755hu89dZbsNvtWL9+PXbt2oVrr702ahlUKhXS09OhUqmidk3RskcOQfbIIaJjEEnik3t+j0/u+b3oGEREFKNkM6d72bJlmDx5Mk6cOIH09PRzHs/5iER0uqWzngMgrwXDVVVVKCwsxIgRI5CSknJB38vXUCKicLJZ4VdeXg6lUimr6R5EFDlyKrYbaDQaZGdnQ6PRiI5CRBTzYqborqurQyAQaHa/QqFo9g/D8ePH8eyzz+L222+HVqtt8hiv1wuv1xv6uqULIF0uF3bt2oWePXvCaDS26FyxotbhBABoTXxjQxQP9Ho9evfuLToGEVFciJmie9iwYdi+fXuz+41GIyoqKhptdzgcmDRpEjIzM/Haa681+/1z5szBs88+G4moAIBAIAC73X7WNwrx5rn2AwHwiZQUnxo682TmsgglIqILF9dzup1OJ8aPHw+fz4eVK1ciOTm52WObGunOysrifMQLMLfrFQCA3+//VnASosjLN1oB8E3l+eKcbiKicDEz0n2hnE4nJkyYgLq6unMW3MCpuYuct9gyLLYpnsmxM4/X68WxY8fQtm1bvj4SEbVQXBbdbrcbEydOhNvtRkFBAXQ6HWprawGcKq4VCoXghEQUa+5a9p7oCFHndruxbt06TJgwgUU3EVELxWXRXVRUhI0bNwIAOnXqFLbv+++/R//+/SXPEAgE4Pf7oVQqkZAQl+3QiSjOJScnY9q0aVAq4/JPBRFRVMXlK+nIkSNDI9uiVFdXo6CgABMmTIDFYhGaJVrm5FwOAHiyeK3gJESRJ8fuPAkJCVCr1aJjEBHFhbgsulsDg8GAoUOHwmAwiI4SNc5jjbvHEMULduchIqKWYNEtEY1Gg44dO4qOEVXPHN8iOgKRZMwdMkRHICKiGMaimyJGbdCLjkAkGTl253E4HFi/fj2GDBnCtn9ERC3EFX5ERNSkhIQEmM1mLgYnIooAvpJKxOPxYMeOHfB4PKKjRM3frrwFf7vyFtExiChCjEYjBg8eDKPRKDoKEVHM4/QSiXi9XpSUlCArKwt6vTymXRxcs1F0BCLJsDsPERG1BItuiaSkpGDq1KmiY0TVQ2v+KzoCkWTYnYeIiFqCRTdFTId+PURHIJKMHLvz+Hw+VFdXIzk5GSqVSnQcIqKYxjndRETnQW3Qy65Dj9PpxMqVK+F0OkVHISKKeRzppoj57NGnAQDXvP6c4CREFAkmkwkTJ07kQkoiogjgSLdEbDYbPv74Y9hsNtFRoqZowccoWvCx6BhEkpBjdx6lUonk5GQolRyfISJqKb6SSkSn06FXr17Q6XSio0TNDQteFh2BSDLszkNERC2hCAaDQdEhWiOHwwGz2Qy73c4nsRERjmzdDYALhs8XX0OJiMJxpJuI6DzIsdh2Op3Ytm0b+vbti6SkJNFxiIhiGud0U8SsfeM9rH3jPdExiChCgsEgfD4f+IEoEVHLcXpJM1r60WhtbS3KysqQmZkJrVYrQcLWJ99oBQC86NonOAlR5LE7z4Xh9BIionCcXiIRj8eDoqIiWCwW2RTdo558SHQEIsk0dOZh0U1ERBeDI93N4CgNEZ1u+8fLAQB9pk8SnCQ28DWUiCgcR7qJiM6DHIvt+vp61NbWQqvVIjExUXQcIqKYxoWUFDH7Cgqxr6BQdAwiihC73Y4lS5bAbreLjkJEFPM40k0R8/60+wFwISXFp4bOPJc/cofgJNFjNBoxYsQIPgaeiCgCWHRLxG63Y82aNRg2bBjMZrPoOFHRe9pE0RGIJLPiybkA5FV0q9VqtG/fXnQMIqK4wKJbIkqlEu3atYNSKZ9/4hn/fFV0BCLJsDsPERG1BOd0S8RgMCA3NxcGg0F0lKjKN1rxbLvcsG2v9p2AfKMVjvIToW3vX38/8o1W/PTdD6FtX+TPRb7Rih/+sSi0beM/P0a+0YrPn5gT2lb6/SbkG63417X3hra5TlYi32jFK73HhV37+aw85ButqPf7Q9v+OuoG5ButOL7nx9C2/9z3BPKNVuxe8lVoW+HL7yDfaEXhy++Etu1e8hXyjVb8574nQtuO7/kR+UYr/jrqhtC2er8f+UYrns/KC8vzSu9xyDda4TpZGdr2r2vvRb7RitLvN4W2ff7EHOQbrdj4z49D2374xyLkG634In9uaNtP3/2AfKMV719/f2ibo/wE8o1WvNp3Qti1n22XG+ql3mD+8GnIN1px8sBPoW0f3/Vb5But2Pv516Ft38x9C/lGK7577e+hbTs//QL5Ris+feip0LbynfuQb7TinbEzQ9v8Xi/yjVb8qdOQsGv/ufso5But8NiqQ9veu+Yu5ButOPTD1tC2Zb95HvlGKzb/36ehbevf+TfyjVZ8+fQroW3Fq9ch32jFv298OLStuqwc+UYrXhtwVdi1n2nTF38wdw/b9ubQqcg3WlFRXBratuj2Wcg3WrGvoBBjnnoEY556BERERBeDRTcRETXJ7XZj8+bNcLvdoqMQEcU89uluBnvMEpHctWRtCl9DiYjCyWfCcZTV1dWhoqICaWlpUKvVouMQEV0ws9mMSZPk15+ciEgKnF4iEZfLhcLCQrhcLtFRiIiIiEgwjnRLxGw2Y8qUKdBqtaKjEBEREZFgLLolkpiYKLvOJURERETUNE4vISKiJtlsNixcuBA2m010FCKimMeim4iImqTX65GXlwe9Xi86ChFRzGPRLRGHw4HVq1fD4XCIjkJEdFG0Wi1ycnK4NoWIKAJYdEtEoVBApVJBoVCIjkJEREREgnEhpUSSkpIwbNgw0TGIiIiIqBXgSDcRETWppqYGe/fuRU1NjegoREQxj0U3ERE1qaamBjt37mTRTUQUAZxeIhG/3w+XywWj0Qilkv/MRBR7LBYLpk+fLjoGEVFc4Ei3RBwOB1asWMHuJURERETEolsqSUlJGDt2LJKSkkRHISIiIiLBOO9BIiqVCunp6aJjEBEREVErwJFuIiJqUlVVFRYvXoyqqirRUYiIYh6LbiIiapJGo0F2djY0Go3oKEREMY9Ft0RcLhc2bNgAl8slOgoR0UXR6/Xo3bs39Hq96ChERDGPRbdEAoEA7HY7AoGA6ChEREREJBgXUkrEZDJh/PjxomMQERERUSvAkW4iImqS1+vFoUOH4PV6RUchIop5LLqJiKhJbrcb69atg9vtFh2FiCjmcXqJRAKBAPx+P5RKJRIS+N6GiGJPcnIypk2bBqWSfyqIiFqK1aBEqqur8Z///AfV1dWioxARXZSEhASo1WoOHBARRUDcDl9UVFTgjTfewNq1a6FQKJCXl4df//rXaNOmTVSubzAYMHToUBgMhqhcj4iIiIhar7gdvrj66quh0+kwe/ZszJo1C9999x2GDx+Ourq6qFxfo9GgY8eOfKgEEREREcXvSHdhYWFYwdu+fXv069cPu3fvRr9+/QQmIyKKDQ6HA+vXr8eQIUNgMplExyEiimlxO9J95gjzV199BYvFgs6dOwtKREQUWxISEmA2mzmnm4goAuJ2pBsA3nvvPfzlL3/BiRMnoNPpUFhYCLPZ3OSxXq83rBetw+Fo0bU9Hg+Ki4uRk5PDRygTUUwyGo0YPHiw6BhERHEhZoruG264Afv37292v16vx/fffx+27aqrrkLfvn1x+PBhzJ07F7fffjvWrl0LnU7X6PvnzJmDZ599NmJ5vV4vSkpKkJWVxaKbiIiISOYUwWAwKDrE+di/fz9qamqa3Z+YmIhevXo1u7+6uhrp6en4+9//jttuu63R/qZGurOysmC32zmXkYjoAjkcDpjNZr6GEhH9T8yMdHft2rVF328ymaDRaFBVVdXkfo1Gw04jRESn8fl8qK6uRnJyMlQqleg4REQxLS5Xx+zatQvvv/8+6uvrAQB+vx8vvPACvF4vJkyYIDgdEVFscDqdWLlyJZxOp+goREQxLy6L7qysLGzYsAGpqamwWq1IS0vDRx99hM8++wxWq1V0PCKimGAymTBx4kRODyEiioCYmdN9Merq6lBaWoq0tDRYLJYL+t6Wzke02WxYtWoVxowZc8HXJiKKdZzTTUQULmbmdF8MtVqNLl26CLm2TqdDr169muyUQkRERETyEtdFt0g6nQ7dunUTHYOIiIiIWoG4nNNNREQt53Q6sWbNGi6kJCKKABbdRETUpGAwCJ/Phzhe+kNEFDUsuiVSW1uL4uJi1NbWio5CRHRRTCYTRo0axYWQREQRwKJbIh6PB0VFRfB4PKKjEBEREZFgXEgpEYvFgpkzZ4qOQUREREStAEe6iYioSfX19XC73aGn+xIR0cVj0U1ERE2y2+1YsmQJ7Ha76ChERDGPRTcRETXJaDRixIgRMBqNoqMQEcU8Ft0SsdvtWL58OUeIiChmqdVqtG/fHmq1WnQUIqKYx6JbIkqlEu3atYNSybWqRERERHLHilAiBoMBubm5omMQERERUSvAkW4iImqS2+3G5s2b4Xa7RUchIop5LLqJiKhJfr8f5eXl8Pv9oqMQEcU8Ti+RSF1dHSoqKpCWlsZFSEQUk8xmMyZNmiQ6BhFRXOBIt0RcLhcKCwvhcrlERyEiIiIiwTjSLRGz2YwpU6ZAq9WKjkJEREREgrHolkhiYiIMBoPoGERERETUCnB6CRERNclms2HhwoWw2WyioxARxTwW3URE1CS9Xo+8vDzo9XrRUYiIYh6Lbok4HA6sXr0aDodDdBQiooui1WqRk5PDtSlERBHAolsiCoUCKpUKCoVCdBQiIiIiEowLKSWSlJSEYcOGiY5BRERERK0AR7ol5PF4UFVV1Wi7zWZDTU1N2Lba2tomFyvZ7fZGj2Cuq6uDzWZDfX192HaHwwGn0xm2ze/3w2azwefzhW13uVyNpr4EAgHYbDZ4vV7eB++D98H7QE1NDbZv397oPoiI6MKx6JZQcXExCgsLG21ftWoVSktLw7aVlZWhoKCg0bFr1qzBvn37wrZVVFSgoKAAtbW1Yds3bdqEbdu2hW1zuVwoKChAdXV12PZdu3Zh/fr1Ydv8fj8KCgpw7Ngx3gfvg/fB+4BCocD+/fsRCAQaZSYiogujCAaDQdEhWiOHwwGz2Qy73Q6TyXRR5/B4PPB6vUhJSQnbbrPZoNPpoNPpQttqa2vh8XhgsVjCjrXb7VAqlWE9v+vq6uByuWA2m5GYmBiWWaFQICkpKbTN7/fD4XAgKSkJKpUqtN3lciEQCITdWyAQQHV1NQwGAzQaDe+D98H74H3A7XZf1DMHIvEaSkQUT1h0N4N/MIiILh5fQ4mIwnF6CRERERGRxFh0ExERERFJjEU3EREREZHEWHQTEREREUmMRTcRERERkcRYdBMRERERSYxFNxERERGRxFh0ExERERFJjEU3EREREZHEWHQTEREREUmMRTcRERERkcRYdBMRERERSYxFNxERERGRxFh0ExERERFJjEU3EREREZHEWHQTEREREUmMRTcRERERkcRYdBMRERERSUwpOkBrFQwGAQAOh0NwEiKi2NPw2tnwWkpEJHcsupvhdDoBAFlZWYKTEBHFLqfTCbPZLDoGEZFwiiCHIZoUCARw9OhRJCUlQaFQXPD3OxwOZGVl4fDhwzCZTBIkbH14z7zneCbH+27JPQeDQTidTrRv3x4JCZzJSETEke5mJCQkIDMzs8XnMZlMsvkD3YD3LA9yvGdAnvd9sffMEW4iol9w+IGIiIiISGIsuomIiIiIJMaiWyIajQazZ8+GRqMRHSVqeM/yIMd7BuR533K8ZyIiqXAhJRERERGRxDjSTUREREQkMRbdREREREQSY9FNRERERCQxFt1RVF5eju3bt4eedikXW7duxdatW0XHkMT+/fuxZcsWeL1e0VGi5sSJE1i7di2qqqpER4masrIy7NixA263W3SUqHG73di6dSsOHTokOgoRUVxg0R0Fq1atwoABA5Cbm4tbb70Vbdu2xeOPP454X8P62muvwWq1YtSoUbjllltEx4mo8vJyDBgwAEOGDMH111+PDh064IsvvhAdS1I7duzAjTfeiN69e2PYsGFYt26d6EiSW7ZsGXr16oXBgwfj5ptvRkZGBmbPni06lqSqq6tx33334Ve/+hXuvvtu5Obmok+fPti9e7foaEREMY1FdxSUlJTg3XffxdGjR7F9+3Z89913ePvtt/G3v/1NdDRJlZaWYvHixbjvvvtER4m4O++8ExqNBkePHkVJSQkefvhhzJgxAxUVFaKjSWb37t2YPHkyduzYITpK1Bw8eBCLFi0KjXSvWLECc+bMwccffyw6mmSOHz+OK664AidOnMDmzZtx9OhRtG/fHnfddZfoaEREMY0tAwUZOXIksrKy8P7774uOIrknnngCy5cvx65du0RHiYijR48iMzMTixcvxpQpUwCc+ig+PT0dr776Ku6//37BCaVVXV2NlJQULFu2DJMmTRIdJ+r69euHYcOG4fXXXxcdJWqef/55vPvuuzh8+LDoKEREMUspOoAceTwe7NmzByNHjhQdhS7Ctm3bEAwGkZubG9pmMBjQrVu3uJ27TqdUVVWhpKQEd9xxh+goktu5cydsNhv27duHt956C3/6059ERyIiimksui9CdXX1OUdtO3bsiKysrCb3PfroowgGgzE17SIQCOD7778/6zEpKSno0aNHlBKJY7PZAACpqalh21NTU0P7KP4Eg0Hce++9SElJwW233SY6juTefvttbN68GQcOHMCgQYMwduxY0ZGIiGIai+6LsH//fjzxxBNnPebee+/Frbfe2mj7H//4R3z00Uf46quvkJGRIVXEiPN6vee858GDB+Pll1+OUiJxVCoVAKC2thY6nS60vaamBunp6aJikcQeffRRrF69GqtXr4bZbBYdR3JvvfUWgFO/17feeivGjh2L3bt3IzExUXAyIqLYxKL7IgwaNAhr16694O975pln8Nprr+GLL77AkCFDJEgmHZ1Od1H3HI86duwIADhy5AhSUlJC248cOYLLL79cVCyS0GOPPYYPPvgAq1atQp8+fUTHiSqdToeHH34YI0aMwMGDB5GTkyM6EhFRTGL3kih57rnn8Morr2DFihUszGJcbm4uLBYLli5dGtq2c+dOHDx4kB/Bx6FZs2bhX//6F1auXIn+/fuLjiO5pnqRFxcXIyEhIexNJhERXRiOdEfBq6++itmzZ+PFF1+EQqEIjRgnJyejZ8+egtNJp+FBQGVlZfB4PKH7Hjx4MJTK2P3VU6lUeP755/H444/DaDSiXbt2mD17NsaNG4dRo0aJjieZyspK7N27Fy6XCwCwZ88eJCcnIzMzE506dRIbTiJPP/00/vKXv2DevHmoqakJ/Q6npaXBarUKTieN119/Hfv27cOVV14Ji8WCzZs3Y+7cuXjkkUcarWMgIqLzx5aBUfDYY49h48aNjbYPHDgQ8+bNE5AoOu6++27s27ev0fbPP/88LubEfvLJJ/jggw/g8XgwfPhwzJo1C3q9XnQsyRQWFuIPf/hDo+033ngjHnroIQGJpNfc7/DIkSPx/PPPC0gUHYsXL8ann36KEydOICsrC9dffz3Gjx8vOhYRUUxj0U1EREREJDHO6SYiIiIikhiLbiIiIiIiibHoJiIiIiKSGItuIiIiIiKJsegmIiIiIpIYi24iIiIiIomx6CYiIiIikljsPhaQKI7t3bsX27dvBwD0798fXbp0kfR6ZWVloactdunSRRaPOyciIoomFt1ErdCSJUvw0ksvYdy4cTCbzZIX3UeOHMFnn32GtWvX4pprrmHRTUREFGEsuolaqc6dO2PRokVRudagQYOwaNEiXHPNNVG5HhERkdxwTjdRFCxduhSbN28O27Zp0yYsXbr0vM+xZ88erFq1KmxbWVkZPv3009DXJSUl+Pzzz+H3+7FlyxYsXboUR44cAQD4fD58++23WLFiBSorK1twN0RERHShONJNFAVlZWW45ZZbsH37dnTq1AmlpaUYPXo05syZc97n+PTTT7F8+XKMGTMmtG3Dhg24++67ce211wIAVq5ciaeffhoZGRlIT09HTU0Ntm7dijfffBN/+ctfkJGRAbvdjtLSUqxZswZWqzXi90pERESNcaSbKAoefPBBDB8+HDfddBO8Xi9uuukmDB8+HA8++GDEr3Xy5EnMnj0bq1evxvr16zFhwgTcc889mDNnDlatWoWNGzeib9++ePXVVyN+bSIiImoai26iKFmwYAF++uknDBw4ECUlJViwYIEk17FYLJg2bVro6yFDhqB9+/aYNGlSaNvgwYNx4MABSa5PREREjbHoJoqS9PR0PProo9i5cyeeeuoppKenS3KdlJSUsK81Gk2T22prayW5PhERETXGopsoSo4ePYpXXnkF3bt3x7x58+B0Oi/4HMFgMOxrn88XqXhEREQkIRbdRFEQDAZx2223oW/fvti4cSP0ej0efvjhCz7PoUOH4Pf7Q19v2bIlkjGJiIhIIuxeQhQF8+bNw5YtW7Bjxw7o9XosXLgQeXl5uOqqqzB9+vTzPo/L5cK0adMwefJk/Pjjj/joo4/gdDrx4Ycf4sYbb5TwDoiIiKglONJNJDGXy4UdO3bg/fffR4cOHQAAvXv3xrvvvovCwsKwkevTVVVVYdGiRWELHnv27Im77roLRUVF0Gq12LZtG373u9/h4MGDAICcnJywBZMA0LVrV1x55ZVh23r06IGxY8eGvi4rK8OiRYtCPb2JiIgoshTBMyeJEpFwS5cuxcKFCwEAt912G6688kq88MILWL58OTZs2BDx6/3www+YN28eAGD8+PG44447In4NIiIiOWPRTRQjpCy6iYiISFqc000UI3r06AGv1ys6BhEREV0EjnQTEREREUmMCymJiIiIiCTGopuIiIiISGIsuomIiIiIJMaim4iIiIhIYiy6iYiIiIgkxqKbiIiIiEhiLLqJiIiIiCTGopuIiIiISGIsuomIiIiIJPb/AXkk+yEal1v2AAAAAElFTkSuQmCC", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sbend_cell, _ = load_cell(str(_find(\"examples/devices.gds\")), top_cell=\"sbend_dontfabme\")\n", "sbend = load_component_from_tech(cell=sbend_cell, tech=tech)\n", "sbend.name = \"sbend_dontfabme\"\n", "plot_component(sbend, spec=SimulationSpec())\n", "plt.show()\n", "plot_permittivity(sbend, axis=\"z\", position=0.11, wavelength_um=1.55) # top-down √ε at the Si core\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "1d687003", "metadata": {}, "source": [ "### The convergence curves — beamz vs tidy3d vs Lumerical\n", "\n", "Single wavelength (1.55 µm), swept from low to high mesh on **all three**\n", "engines (recorded in `recorded/`; beamz on CPU, tidy3d on the cloud, Lumerical\n", "on a licensed workstation — its `mesh` maps to the nearest of Lumerical's\n", "discrete *mesh accuracy* settings 1–5). S21 on the left axis, S11 on the right." ] }, { "cell_type": "code", "execution_count": 6, "id": "b3b3e896", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:50.731079Z", "iopub.status.busy": "2026-07-20T01:54:50.730988Z", "iopub.status.idle": "2026-07-20T01:54:50.844908Z", "shell.execute_reply": "2026-07-20T01:54:50.844235Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "beamz_c = json.loads((REC / \"sbend_beamz_convergence.json\").read_text())[\"mesh\"]\n", "tidy3d_c = json.loads((REC / \"sbend_tidy3d_convergence.json\").read_text())[\"mesh\"]\n", "lum_c = json.loads((REC / \"sbend_lumerical_convergence.json\").read_text())[\"mesh\"]\n", "\n", "fig, axL = plt.subplots(figsize=(8, 5))\n", "axR = axL.twinx()\n", "bm = sorted(int(m) for m in beamz_c)\n", "tm = sorted(int(m) for m in tidy3d_c)\n", "lm = sorted(int(m) for m in lum_c)\n", "axL.plot(bm, [beamz_c[str(m)][\"s21_db\"] for m in bm], \"o-\", color=\"tab:blue\", label=\"beamz S21\")\n", "axL.plot(tm, [tidy3d_c[str(m)][\"s21_db\"] for m in tm], \"s--\", color=\"tab:red\", label=\"tidy3d S21\")\n", "axL.plot(lm, [lum_c[str(m)][\"s21_db\"] for m in lm], \"^:\", color=\"tab:green\", label=\"Lumerical S21\")\n", "axR.plot(bm, [beamz_c[str(m)][\"s11_db\"] for m in bm], \"o-\", color=\"tab:blue\", alpha=0.4,\n", " markerfacecolor=\"none\", label=\"beamz S11\")\n", "axR.plot(tm, [tidy3d_c[str(m)][\"s11_db\"] for m in tm], \"s--\", color=\"tab:red\", alpha=0.4,\n", " markerfacecolor=\"none\", label=\"tidy3d S11\")\n", "axR.plot(lm, [lum_c[str(m)][\"s11_db\"] for m in lm], \"^:\", color=\"tab:green\", alpha=0.4,\n", " markerfacecolor=\"none\", label=\"Lumerical S11\")\n", "axL.set_xlabel(\"mesh (points per wavelength)\")\n", "axL.set_ylabel(\"S21 |through| [dB]\")\n", "axR.set_ylabel(\"S11 |reflection| [dB]\")\n", "axL.set_title(\"sbend_dontfabme convergence at 1.55 µm — beamz vs tidy3d vs Lumerical\")\n", "axL.grid(True, alpha=0.3)\n", "_ln = axL.get_lines() + axR.get_lines()\n", "axL.legend(_ln, [ln.get_label() for ln in _ln], loc=\"center right\", fontsize=8)\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a7bb3778", "metadata": {}, "source": [ "**tidy3d and Lumerical, two independent implementations, converge to the same\n", "answer**: S21 ≈ −5.6 dB (they agree within ~0.03 dB from Lumerical's\n", "second-coarsest setting onward) and S11 ≈ −27.7 dB (within ~0.1 dB).\n", "**beamz never converges**: its S21 wanders between about −4.7 and −2.0 dB with\n", "no trend toward the references, and its finest point here (mesh 20) is −1.99 dB,\n", "its farthest. When refining the mesh moves the answer around the wrong value\n", "instead of settling on the right one, the error is in the **model** rather than\n", "the resolution, and no mesh will fix it." ] }, { "cell_type": "markdown", "id": "eec0b4c0", "metadata": {}, "source": [ "### Is it the same launched mode?\n", "\n", "A wider field could mean a different injected mode. It does not: all three mode\n", "solvers — tidy3d's local plugin, beamz's, and Lumerical's port FDE (extracted\n", "from the port that feeds its FDTD run) — find the **fundamental TE0** of the\n", "0.5 µm guide at nearly identical effective index, and their lateral profiles\n", "sit on top of each other. The waveguide and the launched mode are the same\n", "across engines, so whatever differs downstream is not a wider guide." ] }, { "cell_type": "code", "execution_count": 7, "id": "8278ae17", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:50.845936Z", "iopub.status.busy": "2026-07-20T01:54:50.845858Z", "iopub.status.idle": "2026-07-20T01:54:50.907255Z", "shell.execute_reply": "2026-07-20T01:54:50.906860Z" } }, "outputs": [ { "data": { "image/png": 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Jnp6eAGRmZlr18razs7N0QjNLSEgA4N5770WpVFreo+b98/PzKSkpsXm7ytpB13bfyj5Pnp6eluMAlsTq6u8soFY92205l63x33777Rw6dIiPPvqIt99+m4iICEaMGMHDDz9cq45XzTLxUygUlS4v/0uqMi4uLgQGBlbZqNbcFdvV1dXmxqTXch5nZ2dLaU95lS2rDfMf86u/GNLT06vcx5Z7Wpt4P/zwQ7y8vFi3bp3Vsc0N/G09vy1x2Xq/a3PM6tT22mpi/hKp7vnUp06dOgEQHx9vlRzo9XouXrzITTfdVGEfc2y2fuFd6/OsbBgnjUZDcXGxJfmszfuxtu+R8tauXYvRaKxyfXUCAgJqtX1DXtO1vu8rY8t3ZX1/Xmw9Xm2+x8uX6sGVHzg5OTkVtjX/SDFvM3bsWM6ePcvp06fZuXMnP/74I1OmTGHhwoW8/vrrNm9ztaKiIj799FPmz5/PM888Y7UuIyOj0oSkIVT1voGK752r7yNcuU8fffQRgYGBlR7H3t7e5u0qU9t9bf17B6b3wNU/kHNycmyuobH1Ow9qjl8mk7F06VKWLFnC3r17+eeff/jiiy/47LPP2Lt3L9HR0TbF1Cyreutq+PDhXLx4EQcHh0oHuTX/uhs+fDiJiYkcO3asymOZ30SVVYvZep4BAwZw9uzZCj2otm3bdk3Xaf5Feu7cOavlf//99zUdtzbxFhQU4Ovra/Wm1+v1lmq6+mTr/a6N6p5vfV9bhw4d8PX15fDhw3Xav7bGjx+PTCZj48aNVsu3b99OcXFxpYnfgQMHcHR0pEePHg0e34ABA7h48SLx8fFWy7du3YokSQwcONCyna3vx2t5j4SHh9s0kHZl/2pTknU9r6kq1b3vK2PLd2V9f15sPZ4tsVUlNDQUf39/tm7dWmHdli1bsLe3p2fPnlbLIyIimDVrFhs2bKBv37789NNPFfa1ZRszjUaDXq+v8OPhn3/+uebCgfLs7e0r9NCtT8OHDwdMPzSr+pzIZDKbt7uWc9SGeSD97du3Wy0/f/68Zfis+lLb+NVqNYMGDeK5555j06ZNaLVaNmzYYPP5WlXi9/jjj9O2bVtuu+02jh8/blmel5fHihUrWL9+PWAayiA4OJjp06dbuvVLksTWrVstQ12EhISgVCordO2vzXnmz5+PnZ0dDzzwgGVIi4MHD/Lnn39e03V27dqVLl268O6775KbmwvA3r17rzmhrE28Q4YM4fjx42zatAkwfYnNmzev1iUgtrD1ftdGdc+3Ia5tzJgx7Nixo87710ZoaCizZs1i+fLl7N+/HzCV6D3xxBN07dq1QnsnMP2xGTFihE1tXK/VI488gouLCzNnzrRUQ545c4bHHnuM8PBwS3uj2rwfG+I90hAa+5qqe99Xxpbvyvr+vNh6PFtiq4pMJuOFF17g33//5a233sJoNCJJEqtXr2bdunU8/vjjuLm5cfz4cZ5//nmrRODChQskJCTQuXNnAJu2qYyXlxdRUVGsXr2ajIwMwPQ5ePHFF+t1zLgOHTqg1+ut3kP1aeDAgUydOpWnn36an3/+2bLcnKyYSzxt3e5azlEbI0eOpE+fPjz//PPExcUBppK+hQsX1vuYfbbG//HHH7NmzRqr2jxzgU5176WrtarEz9PTk127dtGpUyf69u2Lt7c3AQEBtG/fnjNnztCnTx/A9IH7999/6dixIz169MDPzw8PDw+WLl1K7969AVM1wquvvsp7771HcHCw1XhXtp6nXbt2bNy4kfj4eLy8vAgMDOSJJ55g6dKl13SdMpmMVatWkZ+fj5+fHwEBAbz22mu8+eab13Tc2sS7YMEC7rnnHsaPH09QUBDBwcFERETUqr2TrWy937VR3fNtiGt78MEHuXjxIrt27arzMcB63K/y/0aMGGG13YoVK7jnnnsYOnQo7dq1o127dgQGBvLHH39USO5iY2M5ceIEs2fPvqbYbBUSEsK2bdvQ6XT4+/vTpk0boqKi6NSpE3/99ZelnU5t3o8N8R5pCI19TdW97ytjy3dlfX9ebD2eLbFVZ968eXz44Ye89957uLm54enpyWOPPcbLL7/MkiVLANOPKCcnJ2644QY8PT1p27YtXbp0YfTo0ZYZcGzZpipr165FLpcTFBREUFAQt956K++88069dAQzmz59OjfccAO9evUiLCys0nH8rtU333zDE088wZw5c3BycqJt27Z4eHiwcuVKS2lXbba7lnPYSi6X8+uvvxIREUFUVBRt2rShT58+PPLII7i6utb7j2Bb4h8yZAgbN27E19eXkJAQvL29Wbx4McuXL+fWW2+1/WQ29/+9znQ6nRQXFyelpaVZlhUXF0txcXFSYWFhhe1PnTolpaenW17XNDSAVquVLl68aLVPZYqLi6Xz589LxcXFla4vKSmRzp07ZzXeVV3Ok5iYaLlWg8EgxcXFSVlZWdXuI0mSdObMGSklJaXK9QkJCRXGnyt/3Nrc07rEW1xcLF28eNEyxpB5XCq9Xl/t+UtKSqS4uDipoKCg0uWVDUUiSdXf77pca3XPt6ZrKy0trTbWqw0YMEC6++67q1xvPn5RUVGFdebPS1X/zp07V+kxS0pKpPPnz0u5ublVnvehhx6SoqKirIZuqEp9P8/s7Gzp3LlzFfa7Wm0+P7Z+JhtaTe+P+rqm+nrf1xRvTd+V9f15qel4tsRW3b0xMxqNUmJionTx4sVKj22WlZUlJSYmVjsmpC3bVCY9PV1KTk62vL548aJ06dIlq/VXj7FZ2bLqZGZmSqdPn7Yaxy81NVU6c+ZMhW3z8/OluLg4q2FFqtr2asnJydKlS5dq/D6xdbva7nv69Gmr4VXMEhMTqxwrMCsry+p4/v7+0rRp06y2OXfunNUzquu5aopfkkzvyUuXLtmUI1RGJknX0LK3Cdu3bx99+/bljz/+YOzYsY0djiDUaM+ePQwaNIjY2NgmMzVWYmIiYWFh/Pzzz2I+aEEQWr3jx4/TrVs33n33XR599NHGDqdOmmWvXlvs2LEDhUIhJpUXmo1+/fpx6tQpy1AJTYGrqyuxsbGEhYU1diiCIAjX1a+//oq9vT0jRoxALpdz8eJFZs2ahY+PD3fffXdjh1dnLS7xy8zMpHfv3qSmpvLGG280yph4glBXTW2ibzc3t1r3TBUEQWgJunTpwrx585g8eTJOTk6kpqYyYMAAtmzZ0qR+oNdWi6vqNRgMXLx4keDgYNRqdWOHIwiCIAhCM6bVaklKSsLT07NF/BBucYmfIAiCIAiCULlWNZyLIAiCIAhCa9bi2vjZwmg0kpycjIuLS53n4xUEQRAEQbCFJEkUFBQQGBiIXN64ZW6tMvGrahJ4QRAEQRCEhpKYmHjd5lmuSqtM/MwTIicmJuLq6trI0djGaDSSkZGBj49Po/9aEOqmpT9Dg8FAVlYWcrm8RV4fmH615+Tk4OHh0SJrC4xGI0ajES8vryonl2/uWvrnsDVojs8wPz+f4OBgS/7RmFpl4mf+wnZ1dW1WiZ9Go8HV1bXZvNEFay39GRoMBrRaLUqlssUmDZIkYTAYcHd3b5GJn8FgQK/X4+rq2mKfYUv/HLYGzfkZNoXvjeZ1xwRBEARBEIQ6E4mfIAiCIAhCK9Eqq3oFQRCEa2cwGNDpdI0dRq0YjUZ0Oh0ajabZVRMKJk35GSoUCpRKZZOo0q2KSPwEQRCEWissLOTy5cs0tzkAJEnCaDRSUFDQpP84C1Vr6s/Q0dGRgICAJjt7mEj8BEEQhFoxGAxcvnwZR0dHfHx8muQf36pIkoRer2/ypTJC1ZrqM5QkCa1WS0ZGBhcuXCAsLKzJlUiCSPwEQRCEWtLpdEiShI+PDw4ODo0dTq001aRBsF1TfoYODg6oVCoSEhLQarXY29s3dkgVNIlUNCUlhZ07d5KXl2fzPomJiRw4cID8/PwGjEwQBEGoSlP7oysITUFTLOUrr1GjO3DgAJMnT6Z79+4MGjSIw4cP17iPRqPhtttuIyIigrvvvht/f38++OCD6xCtIAiC0BKsXbuWc+fO1esx16xZU+/HvFZnz57l999/b7Djb9++nddee40jR45gMBhYvXo1ixcvpri4uMHOWVdr1qwhIyOjscNoEhq1qvf48eNMnTqVt99+m/bt29u0z+LFi9m3bx/x8fEEBASwfv16br31VmJiYujbt28DRywIgiA0Rd9++y3R0dFERkYCsG7dOrp06ULnzp0rbPvdd9/h4+NDWFhYjcc9fPgwf/31Fz4+Ptx6661VzrywZs0aPD096dixo9Xy1atXc/78+Ur3WbRoEb///jtHjhyxWj569GgGDBgAwIkTJ9iwYQPe3t7ccccdtapaf/zxx3nppZds3r429u7dy913382MGTMA09/mf/75h6FDh1a5z99//82BAwcICwvj5ptvrrFkTKfT8fbbbxMTE8PIkSMrrFu6dCl9+/atdN3V+ymVShYvXsyHH35Yh6ttWRq1xO/ee+9lypQpqFQqm/dZtWoV999/PwEBAQBMnDiRLl26sGrVqoYKUxAEQWjivv32W06dOlWvx3zvvfd46KGHSEtLY82aNURHR19TadayZctITk62WrZ+/Xp27txZ6fa7d++mf//+XLx4kdWrVzN69Gibz3XmzBkuX75Mnz596hxvdXbu3MmMGTN49dVXiY6OZseOHbz11lu8/PLLODo6Vth++vTpvPLKK6SlpfH8889zyy231HiOJUuW8Omnn7Jly5YK615//XVWrlxZ6brK9rv11lv55ZdfatWkrKVqVp07kpOTSUtLo1evXlbLY2Jiqq0mLi0tpbS01PLa3C7QPC9lc2A0Gi1d2IXmqaU/Q/P1mf+1BJIkodEZcVArLK9PZB3ju12fYzDoeWbIa4R6dKzhKM2H+dkZjcZq2+81tWd94MABTp06xbfffsvhw4eZPHlyhfg2b97MyZMnGTZsmGVZfHw8f//9NzNnzrQc6/vvvycsLIzo6GhGjx7No48+alnn4+PD2bNn6datW4VjApXej7vvvtvy/59//jkPPPAAvXv3ttpmxIgRPPvss1bLJEni7bffZtGiRTzzzDPo9Xo6d+7Mtm3bqi1VM/vf//7HmDFjLPGsWbOGnj17cvz4cRITE5k4cSKhoaE1HufYsWNs27YNe3t7Jk2ahI+PD7t27eLXX39FLpdbShRPnz7NF198wYEDB5g3b16F4zz22GOWv92LFi3Cx8eHlJQU/P39Kz3v4cOHOXTokNWzLL/u6udc035KpZL+/fuzYcMG7rjjjhqv+1qU/xyZv++b0vd+s0r8srOzAfDy8rJa7uXlZVlXmTfeeIPFixdXWJ6RkYFGo6nfIBuI0WgkLy8PSZKafMNRoXIt/RkajUby8/ORy+XN9vp+PpmDu72SIe1N1XmX8nKZ+cNl/JwceLCrMzcc/xvZnp+JnVwCcli04UGWRb6BOrRlJH/mP1RGo7HaZ6jT6TAajej1elMP35KSBo1L5uBQbSJqMBis/tDq9Xq+++47JEkiPDycd955h08++YRJkyYxf/58zp8/j16vx9fXlxdeeIExY8bg5+eHRqPhscce48CBA+j1esLCwti2bRtbt27lxIkTTJgwgU6dOqHX6ysc88KFC5a5jqtz9TZGo5EtW7ZYlSTeeeeddOzYkQMHDvDss89ath8yZAj79u3jhhtuqPGeHTx4kPHjx1v2XbNmDa+//jr9+/fHYDDw5ptvcvLkSdzc3Ko8xtdff80HH3zAiBEjyM3N5fXXX2fnzp2W+331D1nz68ruQffu3S3L09PTcXJyws3NrdJttVotjzzyiOX85Y9pXrdq1So++uijStdVth9AVFQU+/fvZ8qUKTXev2uh1+sxGo1kZWVZajQLCgoa9Jy10awSP/MNvDpZKykpqXagxIULF7JgwQLL6/z8fIKDg/Hx8cHV1bVhgq1n5l/gPj4+zfaPamvX0p+hwWBALpejVCpRKBSNHU6trTmQzAe70lHKZXRt58OenB/576n/onS+k7SCLry5M4P/7PibjrkFmL86p2wtRfbpU9g9cD9Od96JTNmsvlIrMCclXl5e1T5DjUZDQUGB6VnrdJzp269B4wo/eAB5JdWHZn379qVTp07ccccdTJw4ETD1rDTPovDWW2+xd+9ewsLCKC0tpX379iiVSpydnZk+fTpff/01zz77LP/73/8YPXq0pSkRYLkP+fn5loRHpVJVekzz+apz9TZyuRyZTGb1naBUKlEqlWRlZeHt7W3Z3tPTk6ysrBrPAZCXl4eHh4dlW5lMxowZM3jqqacAGDVqFIcOHWLUqFFVHmPRokXcfffdODo64uTkhJ+fH7/++ivz5s1j6NChKJVKnn/+eQD++OMP5s6dS3R0dLVxFRYWcu+99/Lee+9V2V7xpZde4r777qNdu3aWe2O+DvO6tm3bWn5kXr2usv0A3N3duXDhgk3371oolUrkcjleXl6W4Vya0rAuzepbKjg4GLlcTlJSktXypKQkQkJCqtzPzs4OOzu7CsubW8mE+Y3cnGIWrLXkZyhJEjKZzPKvOflqbxLvbrsIwD1926BTJvDZqc8AGG//NxlnYHdAF14bOIsVYUV80j8MD50d9jv/S+mpHRR+/AmlO3bi/spilIGBjXgl18b87Gp6j5qTlev1rG09z9XbyWQy8vPz0el0hIeHA6a/B+YOIDKZjHnz5jF69GieffZZVq5cyYcffmh1jCFDhjBkyBAkSaJ37978/PPPjBkzxuqY9vb2dOrUyaY4K9tm5MiRFap6wVSblZeXZ9k+NzeX8PBwm+6Fh4dHhZktOnfubHnt7e1Nfn5+lccqKCggIyMDR0dHyzY33ngjXbt2tXr2V9/v6mLLz8/nxhtv5K677uK+++6rdJvLly/z6aefMn/+fBYvXszu3buRy+V8//33DBgwgE8//ZSHH36YV199tdJ1le13++23W67Jy8urwd+zlX2OmtJ3fpNP/M6dO0dBQQE9evTA0dGRAQMG8MsvvzB9+nQAioqK2LJlCy+//HLjBioIQrP0392X+WB7AgAPDghi7qAQTuScIMwtjLN5ZynKvMQTh9exIDSKS7jwhtaPlV5dUCrkSEvfouT338lf9i6648fJXfQcXl/8F1kT+pJvaDIHByIOHWzwc9REpVJhMBgqLHdzc0OlUnH27FlL6Vz5TiDt2rUjIiKCd999F4VCQc+ePS3r4uLi6NSpk+W1wWBApVJVesy4uLhrvMqKevXqxebNm+nRowd6vZ5t27bZ3D6tZ8+enDx5ss7ndnFxwcvLi5EjRzJo0KA6H8csOzubsWPHMmPGDB566KEqt1Or1cyfP7/adZW1K61uP7PY2FgmTJhQu8BboEZN/NLT0zlz5oxlbJ3Y2FiUSiUhISGWErw333yTPXv2cPz4ccDUW2fUqFEsXLiQ/v3788EHH+Dr68uDDz7YaNchCELztOFEuiXpm3tDMLNvMH3vdPHswsrey9m4aCrdD+TgdvstLLurJ9NXH+VQcjErdlzi0aGm6iTHG29E3aMnhx+9i8BTpyjZuBHH8eMb87KuK5lMhqyaatjrpXPnzrzzzjscO3asQhuuRYsWMWrUKCZPnsy+ffsqlL48/PDD3HjjjaxZs8Zq+csvv4zRaKR9+/b8+++/yOVyxowZY9Mxa2PLli1WTZgGDBjA6NGjeeqppxgzZgwJCQmcPHkSX19fS0eSmkyaNImpU6fy5ptv1jmuZcuWceuttzJlyhT8/PwA02gc7dq1q/WxJkyYQHFxMRkZGZaCmjlz5uDv729p43jLLbfg6+trVZBTWFiIUqm0lNq9/PLLlpk7iouLUalUVuuq2k+v17N7924+/fTT2t+IFqZRE7+DBw/y2muvATBw4EC+++47vvvuO2bOnGnpZRUWFoZWq7XsM2TIELZt28aKFSvYt28fXbt25euvv8bZ2blRrkEQhOZJb5T4ZEciADP7tbEkfWZFn6yk174cFIGBOM9+EFcHB14e15FnfzlDSl4pRklCLpNhlIx8V/QXn99lYOo2Gbd+/DH2w4Yhb2ZTmTV3CxcupF27diQmmp7p7bffbhnD76mnnqJ79+6cOHGC999/n2PHjlmNt9e7d2/atGnDpEmTrI757bff8ttvv3Hq1CkWLFjAzTffbGlrXv6YH3zwASdOnKgwht/VFixYQOBVTQEmTpxYYRw/swEDBrB7925+//13evXqVaveqOHh4QQFBbFv3z5iYmK48847LVXTAJMnT650jMPypk+fTu/evdm6dSuZmZlWJW1Dhw61SnYffPDBKnvogmk4lbrMtDV69Ogqk+rRo0dX2Rb16v1++uknbr755mo7s7QWMqkp9MW/zvLz83FzcyMvL69Zde5IT0/H19e3SbUVEGzX0p+hwWAgMzOz2XTuKNYaWPFPAn+dyebH+3tYhmwB0B49StacuSBJeL6/HLuYGMDUjnHb8USGRgVZnuGpnFM8+M+DSEgojPDmF3qibpmFywP3N8p1XQtz5w5vb+8aO3dcuHCB0NDQJtVo3RZXz/O6YsUK/u///o/JkydbdQJsCc6ePcvZs2cZ38JKoOsyV++aNWsYNWoUPj4+DRxd5Z+PppR3NPk2foIgCA3BUa3gqZHteWxYO1QKOZIk8c3ZbxjrNxzp9TdAknC4+SZL0mfWLcDR6o9NpEckd4bdyZqza5hsN5A2WX9T+M03OE64BYWv7/W+LKGW5HI5DzzwgGUGipYkLCysxtlJPvnkE1JTU62WOTs78+STTzZkaNfdnXfe2dghNBktr9hBEAShFlQK09fgjtQdrIxbybRtd/Gb9yXkXl64VtNYPClXw4p/EtAZjNwfeT8fDfqIh8a9jkOXblBaSsEnn1yvSxCuwdy5c7nvvvtaZCm8IFRGlPgJgtCqSJLE0i0XGNPJm+igK1Uua8+uBUArM+CTB65PPIG8iioZoyQxa00sqflaQr0cGR/lQxfPLgC4PvYoWTNnUfL7HzhOmYK6XK9QQWhq5syZ09ghCNeZ+IkjCEKrsvN8DmsPpjDnuxPka66M6v9639e5Td+TqAQjfWUdsB82tMpjyGUybutuasi+9qD13Kvqzp1xGDsWgPz3ljeJKc0EQRDMROInCEKrIUkSn+26DMDtPfxxtS83qr/anbt+yuaFNUacbrmlxkbjt0X7oVLIiE0uJDb5ynRMhbpCdk2OZNkkFSWxR9FWM4+4IAjC9SYSP0EQWo0Dl/I4llSAWiHj7pg2Vut0p06hP3cOuVqNQ9lYbdXxdFIztpOph+DagymW5cuOLeON+A/ZEyFxvJ2Mko2b6vciBEEQroFI/ARBaDXMpX0Tu/vh46xGb9RjkEyzPZT88isA9kOHVtm272p39DbN6bo5LpOMQtN4o0MDh1rWH24vQ/PXX0ilpfV1CYIgCNdEJH6CILQKSbka9iXkIZfBvX1NpX2/JfzGjL9m8NfFTRRtNpXMOd5ys83H7OzvTPc2LuiNEj8cNg2J0de3L7d3uJ0VA1dwX6w3UmEhmn//rf8LEqxMmTKFjRs3NnYYTdbKlSt59913G+TY5lk3PDw8+L//+z+OHDlCt27dcHFxISsrq0HOeS0ee+wxNm1qvSXxIvETBKFV2HLa9AeoV7AbgW6mQVV/uvgTCYUJvHR0CQlOxSgCA1GXm6vVFnf2DsDZToFSYWoTaKewY36X+XTz7oZTWZWxqO5teCUlJej1+po3bEQ333wzzs7Olf4rKipizpw5FZa///77AGi1WmbPno2vry+dO3dmw4YNNp9Xp9OxdOlSZs2a1SDX9b///Q+VSsXFixeZOnUqb7zxBvPmzSMlJQUvL68K2x87doybbroJf39/Bg0axL82/DA6efIknp6evPTSS5Zlr776qtW9GjdunGXd66+/bln+6quvWh3r4Ycf5vnnn7+GK27eROInCEKr4O6gJMzHkRERpj9ERboiinXFAITnOtAuHRxuvhlZLcdzGx7uxeaH+vDAgOAK6xzK/hCV7tqFMS/vGq9AaO6+//57UlNTSU1Nxc3NjT/++MPy2snJCY1Gw9NPP21Zlpqayty5cwFYvnw5R48eZc+ePbz++utMnz6dnJwcm867YcMGevTo0WAzRiQkJBAdHY2bmxtKpZKEhAT69u1b5VSqr7/+OvPmzePo0aNMnjyZm266yWpq1qsZDAYefvhhhg0bRmm5ZhOlpaUsWLDAcq9+/PFHy7onn3yS1NRUZsyYYbUPQMeOHZEkqcqp8lo6kfgJgtAqTOjmx/ezenB7T9MwLE4qJ9aNWscXkW9y9y8FIJfjeGPtp7ZSKeQ4qiuf3kwVGooyPBz0ekq2bL2m+Ju6Yq2+yn8anaHO29bGgQMHiImJISQkhMWLF1uWZ2dnM3PmTIKDgwkPD2fZsmWWdQ8//DDOzs54enoycOBA9u3bZ1k3ZcoUnn/+efr27UtAQADLly/np59+IiIignbt2lkSjfT09AoldY8//niF+Ozt7S3rZTIZDg4OltdmarXa6jjmuYHXrFnDc889R/v27Zk4cSIDBgxg/fr1Nt2XrVu3MmDAAKvreuONN+jXrx9t2rThxRdfrPEY5e9hWFgY//nPfwB4//33eeWVV1iyZIkl5v379zNw4EBirpr1xuzbb79l/Pjx+Pn58dBDD1FYWFhtEvvmm28yefJkQkNDK6wrf78cys2PbV5uvn9Xu+GGG/jzzz9rvO6WSAzgLAhCqyIvN0yLTCbDb8tRnJPAbmC/a5pizShJnEwtpJ2nA852SvRGPYcyD7HpFjXR62X037gRp9sm1cclNEmdX6y6OntYhA+r7ruSBPR6dQslVSR4fUM9+W52/zrFsH79er799lt0Oh233XYb3bt3Z+LEiTzwwAOMGjWKt956i+zsbO6++2569uzJqFGjeOedd3jzzTfR6/Xs3LmTmTNncvz4ccBUfbx9+3bWrFlDZmYmI0aM4KabbmLLli3ExsZy7733MmnSJHx8fCzTnmVlZTF16lTmzZtXp2t46aWXWLJkidU1jRw5koSEBCIiIizLw8PDSUhIsOmY58+fZ/DgwZbXJSUl/Pbbb6xevRqDwcDIkSOZOnUqUVFRVR6j/D3Mycnh7rvvJjo6mrlz55KamopSqeTpp58GYPDgwaxYsYLo6OgaY1u9ejX9+vXDz8+v0vWxsbHs2LGDP/74g6eeeqrC+vfee4/ly5cTHh7OK6+8wogRI2o8J0BISAhnzpyxaduWRpT4CYLQ4u27mEuJtmKiIen1lJS1lXK82fZOHZWZ8+0Jpn91jH/OmUoujmYd5YndT7BZdYq/u8nRxcaiT0q6pnMI1XvssceIjIyka9euzJ8/n40bN6LT6fj111958sknCQ0NpVevXhw5coSDBw8C8O+//zJq1Cg6dOjAtGnTiIuLs2orOH/+fDp06EDfvn1p164djzzyCMHBwYwfPx6tVktubi4ymQxnZ2fkcjmzZs3igw8+qHGO3Ko899xzVlW9w4YNA8BoNFqNLSmXyzEYbCsdlSSpwpR0jz76KOHh4XTq1In+/ftz9uzZKve/+h727NmTw4cPc/DgQVQqFWq12qrkTS6X4+DgYFUCV5nff/+dd955h2+//bbK8z700EN8/PHHlY6r+eKLL3Lx4kVOnjzJrFmzmDRpEikpKZUcqSK5XN5qB1cXJX6CILRomYVaZn97AjuVnE3zeuPmcKXqp3TXLozZ2cg9PLC74YZrOk+XQBf2JeSx/Vw246N8iPaOxtPOk+zSbE6HqtDLDZRs3IhLAzWwb2wnX6l67EP5VX+0D74w0uZta6N8tZ5KpcJgMFiSo3PnzuHs7IwkSej1epycnAC44447+OSTTxg0aBBKpRIfHx/0ej1KpenPo6Ojo+WYSqWywmtzkmgwGLjrrrt48skn6dOnT52vwZxAXS0oKIjz589bEsrz589bdWaoTkhICMnJ1jPMVHUdlbn6HprZ2dnZdP7K/Pjjj7zwwgts2rSJNm3aVLrNmTNn2LVrF127dgWwtANMSkriiy++QK1WY2dnh7OzMzNnzuTDDz/k2LFjBAQE1Hj+pKQk2rVrV+f4mzNR4icIQov215ksJCDMx9GS9H184mNeOfgKm498i1YBDmPGIFNe2+/gYWGeAPx7PgedwYhCpuDBTg+ypM8SvnZ6HKXR1Lu3pZYyOKqVVf6zVynqvG1tfPzxx+Tk5JCens6nn37K0KFDsbe3Z8iQIZY2f+XbzhmNRgoLCwkPD8fd3Z3333+/zj2DZ8+eza233srYsun66tttt93GO++8Q2FhIXv37mXbtm3ccsstNu07dOhQ9u7dW+dzV3cP62Lt2rU8//zzbN68maCgoCq369SpE7m5uVYdXebPn8/KlSuttjMajWzYsIGzZ8/Syca5sXfv3m0pTW1tROInCEKLZh7GxdybV5IkNiVu4s/Lf7K8TSySDOwGXVtpH0BUgDNeTioKSw0cuJQPwI1tb2RI4BDcho5EZm+PITER3cmT13wuoXK9evUiOjqadu3a0a9fP+644w4AvvrqK1JSUvD398fFxQUPDw927NiBXC7n9ddfJyYmBj8/PzIzMy0lgbWxd+9evvjiC+bNm2dJih577LE6XcNLL71k1bnjueeeA0y9VO3s7PDw8GDcuHEsW7YMf39/m445ceJEdu3aRUlJSZ1iAut7aI5tx44ddTrW008/TXx8PBEREZZjxcbGAqbrf/jhhwFTdezVHV1UKhX29qbhmKKjo3F2dsbR0ZEFCxawatUqQkJCANMQM87Oznz00UcsXboUZ2dntmzZAphK+3Jzc+nXr1+d70dzJpNa6s/PauTn5+Pm5kZeXl6DdW+vb0ajkfT0dHx9fSu01RCah5b+DA0GA5mZmSiVShSKupfa1KfsYh2jPtiHQYLf5vQiyN2elOIU7t12L8X6YnqeM7Jwgz1+mzYis6H0QpIksrKy8PLyqrTN0eI/zvHT0TSm9vRn4egOVutyXnoZzaZNOE6ejNuTT9TbNdYng8GAXq/H29u72meo0Wi4cOECoaGhlj/CjU2j0aBSqVAoFBiNxko/Y5IkUVRUhE6nw8XFxVKda24/J5PJKCoqsiR/5Y8Jpk4RdnZ2lmObtzUajRQXF1udS6VSVVsVWlxcjL29vVWcpaWl6HQ6q+3M7efMyldD18bbb7+NnZ0djzzySIXrKi0ttflzK0kSxcXFSJKEg4MDCoUCrVaLTCazlABefZ8qu3aj0Wi1zNHREblcjlarRZKkSu+duapXpVKh1+uttr269FGv16PRaKyWmeNdsGAB/fv3Z8qUKTVeb11U9vloSnmHaOMnCEKL9ffZLAwSRPo5EeRu+gIOcAzgt3G/seebt9Dv2oC6Tx+bkj5bDAvz5KejaWw/l82zo9pbJYcOo0eh2bSJ0p07kZ5YUGniKNRd+QS0qoRDJpPh5OSEXq+3SnLKb1++xO/qpPbqzgrmbc0lU7VRvo2dmZ2dXY3t5uqS9AE88cQTlsTp6uuqTVs98z0sr3xiChXv09Uqu/aqjlXZOnN5laOjY5WfI6VSWeUzee2112qMsSVrecUOgiAIZbacMlXzjoywnj1AJVfR6Z8EIpPAvtz4Ztcqpq0b9io5qflaTqcVAaY/UvH58XzlcpSPb1JiSE3FkJhYb+cUBFvI5fIaS2cHDBhQYTzCDh06VLtPc9Sakz4QJX6CILRQhaV69iWYZssYFelttc6Ym4vuxAkA7PrXXzsfe5WCZ0e1J9jdno6+V0pFntv3HElFSci7wB1/gevevSjL2iIJQlOxdevWCkPEtMRmKa2deKKCILRIznZK1j/YkxfGdqCtp/Uv/NK9e0GSUHbseE2DNldmYjc/eoW4oZSbqqBkMhnDA4eXrZVxJkhG6d59VR9AEBpJ+ZlEzP+qq5YVmidR4icIQosV5G5PUPSVno/vx76PTCaj67GzhMnArn/dZoiorbHBY/G292agJhjjmUfQXj6EpNPVW9tCQRAEW4nETxCEVkFr0PJbwm+UGErYGAwrAbsBDZP4xSYX8NvxdLq3cWV8lA8hLiGEuIQgGY2ke3hgzMlBGxuLXc+eDXJ+QRCEqoiqXkEQWpyLWcU8+dMp1h9Nsyw7l38OrdHUqzH6nBGFkzPqshkB6tuBS3l8dyiVX4+nWy2XyeXY9e0LIKp7BUFoFCLxEwShxdlzMY8tp7P442SGZVlnj878OvZXnskbzOhDRuxi+lzzbB1VGVo2i8f+hDwKS61nglD3jQFAew0zKQgt3/fff09+fn5jh2ElNjaWuLi4Bjv+nj17+OKLL8jOzkan0/Hzzz+zdu3aBjvftVi3bl1jh1BnoqpXEIQWZ39Zb94+bd2slruoXej3dwq6ZLCbWX/DuFwt1MuRYA97EnM0HLyUz5CyRPBc3jkOt0nn/HA592w7jSEnB4WHR4PF0Zr8888/uLu7061bt8YOBTAlbmPGjKnzYL0LFy6kR48eFfb/5ptvKgxMDODm5saUKVP46aefyMrKslo3fvx4AgMDAdP8t/v27aNjx461mrnCaDQyc+ZMfv755zpcTc3WrVvHwoULGTp0KKNGjeKxxx7j0qVLxMTEWGZgudr+/fu5cOECPXv2tMxhXJ38/HzWrVvH8OHDad++PQCbN2/m0qVLlm26dOliuS9btmzh4sWLAIwcOdJqbt8dO3Ygk8kabBDohiQSP0EQWhSjJHHgUuWJnyE7G91JU4mFXQNP19QnxI3EHA0HLuVZEr83Dr/BmbwzyGLkTNqlx/3AARxGjWrQOFqLL774gsjIyCaT+B0+fJihQ4fW+3EPHjxIQUEBpaWlfPPNN8ycOROZTIavry9Tpkxh8eLF+Pv7W82BO3DgQAIDA/npp5+YOXMmw4cPZ8+ePcyePZsXX3zRpvP+8ccfhIaGWhLI+rZhwwZef/11pk6danl96dKlSqfQMxgM3HzzzWRnZxMaGsrs2bN59dVXmT9/frXnePzxx/n555/58MMPLYnf+++/j06nIzg4GAAXFxdL4nf69GkOHz7Mhg0bcHd3t0r85syZw3333ScSP0EQhMZ2Jr2IPI0eR7Wczv7WI/eXllWvKsPDUXh7V7Z7vekd4saPR9M4mJhnWdbdqztn8s4gyeBUkAyfvXtF4tfAvvrqK6ZPn26ZqWPNmjVMmDABpVLJ2rVrGTt2LAcOHKCkpITx48ej0WjYuHEjHh4ejBgxwupYZ86c4fDhw/j6+jJ06FDLrBHm4xw+fBilUsngwYPp0aOH1YwYZ8+e5eDBgxQWFhITE0O3bt34+eefycjIwNHRkV69ehEREVHj9bz77rsAZGZm8s033/Dpp59WmM3jscceY+zYsRX2feGFF1i5ciVTpkzhwoULdO/enUceeQR3d/caz7tu3TpuvPFGy+u1a9cybtw4Dhw4QFFREWPHjrVpBpDK7uHff//NsWPHcHNzo6CgAIDc3FzWrl1Lx44dKyTQkiQxf/58xo8fj0wmY9OmTcycObPaxO/3339HLpcTHR1dYd38+fO56aabKix/6KGHACpN4KOiosjMzOT8+fOWJLK5EImfIAgtirmat0eQGyqFqRnze8few9vemy6HDuHL9RnGpVeIqYruVFoRBRo9LvZKRrQZQYBjAJ1SFXjEv01p3l4kSRLTtzWghx56iKlTp1oSvyeeeILhw4fj5OTEU089xbJly2jfvj2xsbF8/fXXJCUl0bZtW/bs2cMDDzzAokWLAFi2bBmrVq2iR48exMfH4+zszB9//IFcLuepp57iww8/JDAwkPHjxzN48GCrqtq3336bpUuXMmLECJydnWnTpg3dunUjNjaWixcvUlpayrPPPsvrr7/O9OnTr/maN23axOXLly2v77rrLrRaLSdPnmTChAkAhIaGEhYWxuHDhxk2bFiNx9y/fz+PPfaY5fVTTz3Fxx9/jJ+fHxcvXuSjjz5i06ZN1R6jqnsYHx9PTk4Op0+ftsx5LEkSe/bsQSaTVUi8lEolo0ePtlrm4+NT5Xlzc3N59dVX2bRpE5MmTaqwft++fRQWFtKjRw+bkm+z6Oho9u7dKxI/QRCExmRO/GLKqnkLtAWsv7geg2QgIEjGcsC+gYZxKc/PxY5gD3v0BonkvFIi7JVEeUYR5RmFFFRKqno5xoxM9BcuoGpmfzgq89WJr1h9cjUAbw56kz7+fSzrLhdcZsbGGQCMCBnBor6LrPadv3U+J7NPArB1ytbrFLHJc889x8SJE0lOTqZNmzbs37+f3r17s2/fPu6//34WLVpERkYGr7/+Oq+99hoKhYLBgwezePFiDh48SJ8+puucP38+06ZNq3D89PR0Xn31VY4dO2ZVVQjw7LPPsn37dhITEwkJCWHlypX1kvjFxcVZSs4Abr/9dtLT03FxcbGaC9fb25u0tLTKDlFBZmYmHle1R33ssceYNGkSOp0OPz8/srOz8fT0rHT/6u7hrFmz+PXXX7n//vstJW9ffvkln3/+eY1xZWVlsWDBAv7zn/9Uuc0jjzzC4sWLK21vOWbMGI4ePcqpU6eYM2cOTz31FM8991yN5wXw8PAgIyOj5g2bGJH4CYLQouiMEgrZlfZ9R7OOYpBM01D1PGNA5uiIKirqusTyfzO642pf8WtWZmeHXY8elO7ZS+nevS0i8SvSFZFebBq+RmvQWq0zSkbLunxtxZ6q2aXZlvXXW69evQAsbdfKv87JyQFMbb1kMhn79++37DdmzBirqs3+VZQinz59mo4dO1ZI+nQ6HQMGDEChUBAeHo5Go6m3JKKyqt7S0lKKioqsSpgLCgoqJHNVcXFxoaioyGqZOelVqVT4+vqSk5NTZeJnyz2srYyMDMaNG8eiRYsYN25cpdts376dAwcOMHjwYD7//HOSk5PZtm0bkZGRREdHW1UPnz59mi5durBgwQKb5vMtKiqqc+edxiQSP0EQWpSPp0ZRWKrHQWWq2rsh4Aa+G/kdf2/6iHbHt6Lq0qXBhnG5WmVJn5m6b19K9+w1DetSRa/F5sRJ5YSvo2n6O7VCbbVOLpNb1rmqK/6h9LTztKyv97icnMjPz8fe3p6CggKys7Ot1l9dzV7+tSRJALRp0wadTsc777yDm5t1hyEzc1Xy1YKCgkhISKCoqMiqo0JcXBxFRUWcPGkq6fzll194+umna3+BNvL29sbHx4fdu3czYMAACgsLiY2NpXPnzjbt361bN06fPk1UuR9NV9878/2qjC33sDaSk5O56aabWLhwIXfeeWeV29nZ2TFgwAD27NkDQF5eHmfPniUpKalCez8/Pz/AlCTbkvidPHmShQsX1v0iGolI/ARBaHGc7ay/2gKdAhl3SIYmDdQTul/3eIyShCSBomz+3kxNJocioLSjjN6HDyOVliK7hpKPpmBG1AxmRM2odF2QS1C1VbgfjPigXmLYv3+/VfXgsGHDGDx4MDNnzmT06NFs3LixygStOqGhoUyYMIGhQ4dy9913W0p57rnnHquq06r2HTNmDCNGjOCOO+7AycmJmJgY2rRpQ0pKCi+++CIODg6sXr261nFV5eo2fsOGDaNDhw48+uijzJgxg9mzZ/Prr79y4403Wnqz1mTChAls2bKl0jZytriWe3g1jUbDyJEjCQ8Pp7i42PLM77//fsB0/cHBwXTu3Jl+/fpZDVszcuRI7r//fm688Ub0ej1ffvklYBrqZfXq1UycONHS2WX//v0cPXqUlJQUtm7dSm5uLnfddRcODg6kpKRQXFzcZHqR14YYwFkQhBajVG+sdLkkSWiPHgFA3T36+gUEvLYpniHv7WXPxVwAsjRZ3LrpVl5N/Ihfb1BDqRZtbOx1jaklGjJkCB4eHuzZs8fyLyMjg88//5x+/fqRmprK22+/zdy5c7G3twfgzjvvtCqFmzVrluX/nZycrEqSvvzySxYtWsTly5ctxzcYDJUeB0zt6swlW9988w0PPfQQ8fHx7Nmzh6SkJLy8vNi8eTOFhYWAqbdx+aFByu9fGXt7e2bNmoVcbv1nfNKkSRQUFFS4DwDPPPMML730EhcuXGDixImWpMcWt99+O9u3b7dU9159zVOmTKmxJK+6ezhq1ChCQkIs25Z/FlfT6/UMGjQIf39/q+s0i4uLq7Lt4vjx4+nQoQNgGhbGvG9SUhLPPPMM3377rWXbxMRE9uzZw6BBg9DpdOzZswedTgeYeovPnTu3WXbMkknVlc22UPn5+bi5uZGXl9ds6ueNRiPp6en4+vpW+KALzUNLf4YGg4HMzEyUSmWdSlWulc5gZNj7+wj1cuD9yZ3xcFRZ1umTksi4bTIolfhv+RNZ2R/+2pIkiaysLLy8vGz+wn9xw1l+iU3nvn5teHRoOwCm/jmV5OJklEYZX/5Hh+fM+3Gp5g/d9WIwGNDr9Xh7e1f7DDUaDRcuXCA0NNSSRDUXkiSh1+tRKpXN8o92Y/r555/x8/Or1cDPDaEpPMOXX36ZhQsXVtpGsbLPR1PKO0RVryAILUJscgGFpQYu55bi7mD6avs39V/ytfl0jM3CCVBHRtY56aur3iFu/BKbzsFLVzo13Nz2Zor1xUTEFSCXfkB7TJT4CU2feSiY6lTWEzc4OJgxY8Y0REiN5uWXX27sEOpMJH6CILQIlmnaQlwtpQDfx3/PwcyDAHzkAm27X//2fb2CTb/uT6QUUKw14KhWMD3cNGSHTnmGTOMP6GJjkQwGZI1QUioI9al8latZYWFhi0v8mjOR+AmC0CLss4zf5w6A3qjnZI6px6RnsRzvAlBHX//Er427PQGudqTkl3IkKZ8BoVeGz1B26IDM0RGpuBj9+fOobJhvVBCaMlvG3hMaV8traCQIQqtTqjdyLNk0YK15/D6ZTMabfd9kVtu7GLvX1CBb3Ug98MyzeJSv7gWQKRSounQBQHv02HWPSxCE1kckfoIgNHun0grRGSQ8HVWEeJja8ClkCnr69GRabiQT90go27dHXg/jh9VF72DTeQ9cyrNaXmoo5XQvXzJdQHtMJH6CIDQ8kfgJgtDsHUsylfZ1a+NSoZef9shRANSN0L7PrHdbN3oFu3JD+yvVvNuTtzPu93E8476RXZ1k6ETiJwjCdSDa+AmC0Oy183JgTCdvSzVvedqjZYlfI7TvMwtyt+e/d3W1WhbiHILOaKqCjguRc8u+VAzp6Sh8G2YGC0EQBBCJnyAILcCgDp4M6nBljtACXQFxOXFE2oWiO3MGaNwSv8q0c2lHlEcU7Vza0WnPfiAZ7bFjOIwc2dih1YnRaKx2yq66kslkLXLcS0FoLCLxEwShxTmceZjn9j2HDBl39TJy6yV/FP7+jR0WuSU6LmVrLFXSnwz+BIC8re9QjGk8v+aY+BmNRnJyctDr9fV+bKVSiYeHR43JnyRJLFmyhJ9++glvb29effVV+vbtW+m2H3zwAStXrrS8jomJqdcp02yRkpLC4sWLOXjwIAEBAcyfP59Ro0YB8Oijj3LjjTcyevTo6xqT0Do0icQvMTGRtLQ0wsPDbRrRWpIkLly4QE5ODsHBwfiKqhFBaLVS8krRGoyEeNhb2vcdzz4OgISEfw6omkBpX0J2CRNWHsJeJWfn4/1Qyq+0RVR370bxDz8023Z+5pkU5HJ5vZbOGY1G9Hq9TSWJK1euZO3atXzyySccO3aMm2++mQsXLlSYSg0gIyODMWPGMHfuXAAcHR3rLWZb3XHHHQQGBrJixQqysrJ49913CQwMJCoqimeeeQYXF5frHpPQOjRq+blGo+G2224jIiKCu+++G39/fz74oPrJuo8dO0bnzp0ZMGAADz74IKGhodx2222UlJRcp6gFQWhKvjuUwoSVh1i65YJlWYxPDJNCJ9E+34HwJKlR2/eZBbnb46RWoNEZic8otlpnHmZGd/YsxuLiynZvFuRyOQqFot7+1SaJXLVqFYsXL2bw4ME8/PDDdO3alfXr11e5vbe3N5GRkURGRlrNEXu1u+66i6Nl7UQBHnjgAXbv3g3A3LlzWbFiBbfddht9+vThu+++Y+fOnYwYMYIbbriB7du3V3nco0eP8uKLLxITE8O4ceP4/fffiYiIAOCtt96ynONqJSUlvPjiiwwYMIDIyEieeOIJAPLy8pg/fz59+vRh4sSJHD582LLP3Llz+eKLL5g8eTKTJ08GICkpiVmzZtG7d28mTJjAgQMHqoxVaFkatcRv8eLF7Nu3j/j4eAICAli/fj233norMTExVRbRz507l7Zt2xIbG4tSqeTSpUt069aNFStW8OSTT17nKxAEobHFlo3fF+F3pWSnt29venl0J3X+z1DaNNr3KeQyugQ4szchj9iUAqt45b6+pIR7438mE93Jk9j17t2IkTZP8fHxdCkbExEgKiqK+Pj4Krf/8ssv+fHHHwkPD2fRokV0r+I9kpCQYFWwkJiYSFFRkeX/d+/ezfLly8nMzOTee+9l6NChLFmyhNjYWO655x4SEhIqPe7dd9/NnDlzmDlzJr169SIqKgql0vQnOSkpifz8/Er3mzNnDqmpqbz99tt4eXlZaslmzZqFQqHgo48+YteuXYwaNYozZ87g6elJYmIiO3bs4P3336d9+/ZotVomTpzI/PnzefTRRzl58iSTJ0/mxIkTlZaQCi1LoyZ+q1atYu7cuQQEBAAwceJEunTpwqpVq6pM/DIyMhg+fLjlAxISEkJQUBAZGRnXLW5BEJoGvVHiREohAN0CravGdKfPQGkpMldXlO3aNUJ0FXUJdDElfkkFTI42tTn8+szXrItfR+5tubz3KbgcOyYSvzooLS1FrVZbXtvZ2VFaWlrpto888gj33HMPGo2GX3/9lREjRnD69Gm8vLxqfd6nn36aIUOGAPDiiy/y1FNP0b9/f/r378+TTz5Jfn5+pU2Y3n//fXbv3s3WrVtZs2YNqamp/Pzzz7Rt27bKcxkMBr777jsuX76Mt7e3Zbler+eXX34hPT0dd3d3+vTpwy+//MK2bdu47bbbAHjiiScYPnw4ADt37uTEiRO8/vrrlmOkpaVx8uRJ+vTpU+t7IDQvjZb4JScnk5aWRq9evayWx8TEWBVRX+2VV17hySefpF27drRt25bNmzdTXFzMvHnzqtyntLTU6gvA/EvKaDRiNBqv8UquD3OPueYSr1BRS3+G5usz/7sezqYXotEbcbZT0NbT3uq82iNHAFP7OWSyeonpWq+va6AzYCqlNB9DhoxcbS4AJ4NltDt67Lrdv6uZr81oNFYYD7G8q5/11f/qOx5bjhsYGMilS5do3749AJcuXWLQoEGV7ufl5YV/WWef6OhofvrpJw4cOFBlZ4ry5zcYDFavXVxcLP+vUqmsXqvVakpLS6uMvV+/fvTr1w+Ahx56iKVLl/Lhhx9WOKeZRqPBYDDg6upqtU6j0SBJEk5OTpbl7u7uFBYWWl57e3tb/j8/P5+IiAjWrFljdfy2bds22nuvtsxxNsV4y3+OzN/3Tel7v9ESv+zsbIAKv7C8vLws6yozfPhwYmJiWLhwIUFBQZw/f55nn3222jYab7zxBosXL66wPCMjA41GU8cruL6MRiN5eXlIkiSGNmimWvozNBqN5Ofn13sD/+rsPpMDQIS3HTll3xuZpZl4qD2Qyn5A6tq3Jysrq97OWVhYWG1SVJ029qZerxeySkhIScdZraCdsh2OCkc6K9viWXgc7dlYMtPTkSkU9Razrcx/qIxGY7XPUKfTWTpe6PV6DAYDBoOhzvelKubj2tLBY9y4cXz00UcMHDiQixcvsnnzZpYsWVKhp7EkSRgMBsA0VMyRI0eIj48nODi40l7JkiSxe/duevfuTXp6OkeOHEGr1VpiMsdn3tZ8T8yufm327LPPsmDBAnx9fdFoNJw9e5bOnTuj1+sxGo1WxzVTq9VER0ezbNkyS9s+MJVuRkZG8t///pdZs2YRHx/PX3/9xcsvv1xpnNHR0Vy8eJGLFy8y8qpe5A3RM7u+Xf0MmxrzM8zKykKlUgFQUFDQyFFd0WiJn/lmXJ14lZSUWBXXlydJEuPGjaNt27ZcvnwZtVpNYmIiMTEx6PV6nn/++Ur3W7hwIQsWLLC8zs/PJzg4GB8fH5t6ETcF5l/gPj4+LTJpaA1a+jM0GAzI5XKUSiWK65S0nM83JXu92npafkQ+uPlBivRFdGmr58l/wa1PH+zqUIVXGfMveU9Pzzr9wfEC2rhdJimvlJRSNf0C3Onv2Z8N7TYgN0ikLx2LVFyMW34+qo4d6yXm2jAnB15eXtU+Q41GQ0FBAUqlEqVSiUwmQ6FQ1PsfYfNxbXlPPfvss4wbN47AwECKi4t57rnn6Fh2D5ctW0ZOTg6vvvoqADfeeCOJiYmUlJSQl5fHa6+9RqdOnaqMYdOmTSxfvhylUsno0aO5//77SUhIsIrPvK35nphd/dosLCyMPn36oFQqyc7Opnv37jz77LMolUpLJ5nK9lu1ahXTpk1j2bJleHp6Mn78eN555x0+//xzbr/9dpYsWUJeXh4vv/yypc3j1XEGBASwevVqZs2ahVwux9nZVBIdFxdX7T1uasx5RFNjfoZeXl7Y25umkDT/tylotMQvODgYuVxOUlKS1fKkpKQqS++Sk5M5dOgQS5YssSSHwcHB3HLLLfzyyy9VJn52dnbY2dlVWH49Sybqg3kg0+YUs2CtJT9DSZKQyWSWf9eDuWNHtzauyGQy0krSyNCY2vuWGI0gk6Hu1Kle47nWa5zZPwiFTEaYj5PpD7KsLKGRgyoqCu3+/eiOxaIOC6u3mG1lvq6a3qNyudzqPsjlclQqlaX0rz6pVCrL+arj5+fHoUOHuHTpEm5ubriVm5f5nnvusZRISpLEhx9+iNFoxNHRkaCgoBqTysWLF9OxY0fc3d1RKBRkZmaiVqv55JNP8PDwsMS2fv16AgICLK/37NlT5Y+EOXPmMGfOHC5fvoyzszPu7u6Wde+//z4uLhWnHwTo0qULx48fJzU1ldzcXFxdTe/9vn37cvHiRZKTk/H29rb6m3d1nAA333wzN910E0lJSRQWmtrJNsXSs8qYv2ugacZc2eeoKX3nN1ri5+joyIABA/jll1+YPn06AEVFRWzZsoWXX37Zst25c+coKCigR48eeHp6IpfLuXz5stWxEhMT8fHxuZ7hC4LQBDw+rB3HkgosbedKDaUMCRhCbOohwpLzULZrh7yJ9VK8LbrqgaTV3bqh3b8f7bFjON026TpGdW3kcjkeHh5NYuaOygoOrv770L59e0tJpa3Kd6YwHy8oKMhqm3ZXdSLqaEOp7dXHAFN7xZr4+/tb2imayWQy2rRpY9M5zNtXtU5ouRq1V++SJUsYNWoUCxcupH///nzwwQf4+vry4IMPWrZ588032bNnD8ePH8fBwYEHHniARYsWYTAYaN++PZs3b2bjxo1s2LChEa9EEITGMDTMi6FhV6pxQ5xDWBKzhPyVn5K380tU4zo3YnS1p+7WFQnQnTje2KHUWlMq0ahPa9asEZMECC1KoyZ+Q4YMYdu2baxYsYJ9+/bRtWtXvv76a0t7AzC1g9BqtZbXK1asoG/fvmzatIn//e9/tG3bll27dll6RgmCIOhPxqE0gqpz00z84lILOZpUwPBwT3xd7CjWF/N+7PvEFZzAa5Kcp35MwpiXh7xcdaXQOKrrOCgIzVGjT9k2cOBABg4cWOX6Z555xuq1QqHgvvvu47777mvo0ARBaMJ+iU3Hy0lFzyBXHNRX2mhJkoT25EkA1FFNM/F7bVM8x1MKcXNQMq6zDw4KB7Ynb6dQX0h2sBIJLbpTp7CrYjxTQRCEumqZZfOCILRoRkli6ZbzPLTuJAk5JWXLTONkGS5fRsovAJUKZYcOjRlmlbqWDTZ9LMnUOUUmkxHhHoFCpsADR0rUoD3Z9HtYNsUx1AShsTWlMfsq0+glfoIgCLV1IauEwlID9io5HX1MnTfWnlvLrwm/0qnEk/FeEOofjqyJDvfQNdCFtQdTOJ5yZWyvRT0X4aZ2Q/fdjxRo30fXhIfWUKlUyGQyMjIy8PHxaZI9K6tiHmuvtp07hKajqT5DSZLQarVkZGQgl8urHJqusYnETxCEZie2rKQsyt8Zpdz0xX88+zhJRUkkkcR4mm77Prgyg8eptCK0eiNqpRxfB1MHAlln03hyuriTjRZfTRQKBUFBQVy+fJmLFy82dji1Yp5RwZYhYoSmqak/Q0dHR0JCQppshyeR+AmC0OzElpWUdS03P69cJkctV6PW6AnMatqJX5C7PR4OSnJK9JxOL7K6DmVEBMjlGDMyMWRkoGiiQ1U5OzsTFhaGTqdr7FBqxTyjgpeXV5P9wyxUryk/Q/NA2U0xITUTiZ8gCM1OXKppwNnOAVdGAHgt5jW02hJibx+DnKbbsQNMbfq6BLqwIz6nbBzCcgmsgwPK0Hbo48+ji4trsokfmP7IXa9ZWuqL0WhEpVJhb2/f5JIGwTbiGV4bcccEQWhWdAYjZzOKAejs72y1TnbhEoGpOmQuLiia+MC05mQvtlw7vxPZJ/g87nOWjCsmwxV0zaCDhyAIzYso8RMEoVk5l1GMziDhaq+kjZv1VIzmYVxUnToha+IlAeOjfOgR5EpUuVLLvel7+erMV+ACgwNltGnCHTwEQWieROInCEKzEubrxPczo0kv1FZoR2MuIVM34fZ9ZkHu9gS5W0/cHuEeYfn/S74ydEfirOYlFQRBuFYi8RMEoVlRymWE+ToR5msaxsUoGXlm7zO0c2lH+5wDRAOqsp6xzU03z2682udVIpw7IP3nTiRdPoakJJRNvNpaEITmo2nXhQiCINTgctFl9qTt4dtz37LZLx1o2j16yztyOZ//bL3Ar7GmuF3ULgwNHEqAazDqsHCAJj2enyAIzY9I/ARBaDZ0BiMvbjjLmgPJ6Aym0fHP55+3rG+fakTu64vC27uxQqyVEymFfLM/mS2nMyusM5daig4egiDUJ5H4CYLQbMRnFPNLbDof77hkGbh5aOBQ1o9Zz+KScQyIk5pF+z4z83A0J1OLKqxTdTIP5CwSP0EQ6o9o4ycIQrNxMs00fl8nf2erDg9e9l70iC1Ck918qnkBIn2dkMsgo1BLRqEWH2c1eqOe+Px4jvulYuwsY9Dp00gGA7JmNl6eIAhNkyjxEwSh2YgrKxnrdNX4fXClSlTVhAduvpqDWkE7LwfgyqDUxfpi7t9+P+8lfcmmPkqkkhL0zWxaNEEQmi6R+AmC0GycNM/Y4e9ktdyYm4shJQUAVWTkdY/rWpgHoT6RYro2V7UrgY6BAFzwA4NMVPcKglB/RFWvIAjNgs5g5Gy6dYnfiewTnMw5SWiSHm8lOAaGIHdyqu4wTU5nf2d+O55hKfEDmNphKkbJSNCWWGRsNpVm3nRTI0YpCEJLIRI/QRCahfjMYrQGCWc7BcFlAx9vT9nO2nNrAXimnYyB7SOqO0STZC7xSy3QWpZNaj8JgJIL7uRKm0WJnyAI9UYkfoIgNAsJ2RpkmBIlc8eO07mnLevbp0ioxjW/xC8qwJlN83rj66KusM7cUUV39iySVotMXXEbQRCE2hCJnyAIzcKYTt4M6uBBbonOsuzhLg9zMuckp9eswKOooNm17wNQKeT4udpVuk4REIDMzQ0pLw/duXPNaqgaQRCaJtG5QxCEZsNRrSDQ7cr8tmFuYdzsOYy7fykAQBUe3lihNYis0iyO3OCPTgG6U6caOxxBEFoAUeInCEKzpjttqu5VtGmD3MWlkaOpm+MpBXz2byLuDioW3xgGwLvH3uXHCz9CN3j9ELiePtPIUQqC0BKIEj9BEJq8s+lFzPj6GB/+k1BhnTnxU0U2v/Z9ZgajxPZzOew8n4MkSQAEOwdb1p/3l6E/fbqq3QVBEGwmSvwEQWjyjqcUcjSpALXiym/Vo1lH8XXwxa6sClQV0XwTv3BfJxQyyCrSkV6oxc/Fji4eXejp3ZMwZRvap/6ELjMeSadDplI1driCIDRjIvETBKHJMw/c3Kls4GZJkli0dxH5unyCwpQs2wKqiObXscPMQaWgvbcjZzOKOZlSiJ+LHZEekSwfuBxJkkgr2oKkK0B//nyzTnAFQWh8oqpXEIQmL84yY0fZmHclqeTr8gHwyTSNf9ecq3rhyqDU5QdyBpDJZKjCTdemE9W9giBcI5H4CYLQpOmNEmeumrFDJVMxI3wGMfad6ZIgofD3R+7m1phhXjPL1G1l8xGXZy7lE4mfIAjXSlT1CoLQpF0oP2OHh2koF28Hb+7vdD+FR5wo2HcM5ZDmXdoHVxK/uNRCJEmyDFINQERH8h1AJXr2CoJwjUSJnyAITVpcmqkELMLXCXn5ZAjQnSrr0dsC2r2F+zpakttirQGAjJIMHtz+IBM1b/HlKLlpBg+9vpEjFQShORMlfoIgNGlagxEfZzURfk4V1uktQ7k0344dZvYqBf881tcquXW3c+ds3ln0kp4L/nIoLUWfkICqQ4dGjFQQhOZMJH6CIDRpk6P9mRztj85gBEBr0CIhoSo1oE8wjevXEkr8gAolmiq5io5uHSnRl9AuKRcjWehOnxaJnyAIdSYSP0EQmgVV2Rh+e9L28OKBFwlR+nFrOAzI9kHh5dnI0dUvncFoud6PB32MUq4kP/Y9ivjO1MFj/PhGjlAQhOZKtPETBKHJMpbNYlHe6bzTGCQDF3TJyKWWU9oHcDlXw6TPDjHuowOWGTyUctPvc6W5Z+8p0bNXEIS6E4mfIAhN1l+nsxjxwT7e+vO8ZZmb2o0Orh2QSzJCU6UWlfh5O6lIyC4hs2wGj/LM7Rj1Z84gGY2NEZ4gCC2ASPwEQWiyTqUXkVWkQ6MzWJbd3uF2vhz2Jf/3YxDe+c1/4Oby7Mtm8ICKAzkrQ0LAzg6ppARDYmJjhCcIQgsgEj9BEJqsU+ahXPycrZZLGg2K+EvIaFlVvQCRfubx/K4M5Pxrwq88d+AF5s+Wo1WIgZwFQag7kfgJgtBknU4zlXpFXjWUi+5cPBgMyD09kfv4NEZoDcY8H/GptCslfseyjrEjdQdpTjoSfUB36lRjhScIQjMnEj9BEJqkrCItGYU6ZEC471WJX1nio4qIsJ7hogXoZC7xS7tS4hfuFg6AI2qyXWToxAwegiDUkRjORRCEJslczdvW0wFHtQKA1w69Rk5pDm1zMpmgAOcWVs0Lphk8ZEB6gZasIi1eTmpGBo2kr19f/JJLyD57Lzrn0xWndRMEQbCBSPwEQWiSzImfuZpXkiT2pe8juzSbE+5ybjNcGeKkJXGyUzK4owcu9kpK9abeux52HnjYeSC114NKhVRYiCE5GWWbNo0crSAIzU2dEz+DwUBGRgYAPj4+KBSKegtKEATBx1lNr2BXooNcASjQFaA3muapDU02tsiOHWbLJ3eudLlMqUTVsSO6uDh0p06JxE8QhFqrVRu/4uJiVq5cyfDhw3FyciIgIICAgACcnJwYMWIEn3/+OcXFxQ0VqyAIrcgtXX35711dmdYrAABXtSu/jfuNNR3f4t4/9chcXVAE+DdylNefefga0bNXEIS6sDnx++9//0toaCjvvfcevXv35uuvv2b79u1s376dr7/+mp49e/LOO+8QGhrKF1980ZAxC4LQSslkMrzOZxGcCarw8Bbdxk1vlDifeeWHdJYmiw0JG1gZcZlDHWRiBg9BEOrE5qreNWvW8OOPPzJw4MBK10+ZMoW3336bf//9lxdffJGZM2fWW5CCILQuhaV6ZJjau13N3KNVFR5+naO6fkq0Boa9vw+N3sj2R2Nwc1CRUJDAm0feBBlo28vovf+M6OAhCEKt2Vzit3Xr1iqTvvIGDhzI1q1brykoQRBat19j07nh3b288se5CuvMVZwttX0fgINagY+zGrgyrEuYW5hl/fkAGcbcXIzp6Y0SnyAIzVeT6NWbmJhIWloa4eHhuLq62rSPwWAgLi4OR0dH2rdv38ARCoJwPZ1KK0LCNHctQG5pLp/GfUqEaxhtss8SBCjDW27iBxDp70Riroa41EL6tXPHRe3CE92eINg5GM9nlgHn0Z0+jcLPr7FDFQShGalz4peVlcWRI0fIycmpsG7y5Mk2HUOj0XDXXXfxxx9/0LZtWxISEnjrrbeYP39+tfv9+OOPPPTQQzg6OuLo6Ii/vz9r167F29u7TtciCELTcmUoF9NgxqfzTvNbwm/8BtwYaeTeLHuUIcGNGGHD6+TnzJ+nsiz3AmBi6EQActt3ouSkKfGzHzy4kSIUBKE5qlPi98MPP3Dvvfei0WhwdnausN7WxG/x4sXs27eP+Ph4AgICWL9+PbfeeisxMTH07du30n3++ecfpkyZwmeffWZpR/j333+TlpYmEj9BaAF0BiPxZZ0aIsrG8DuTe2WmitBUCWVYR2QtfAipyLKp2+JSCyusU0VEUPLbBtHBQxCEWqvTlG1PPfUUr776KqWlpeTm5lb4Z6tVq1Zx//33ExBgGq5h4sSJdOnShVWrVlW5z8svv8zIkSOtOo8MHTqUqKioulyKIAhNTHxGMXqjhKu9kkA3OwAmt5/MihtWMDu7B50vSS26fZ+Zeeq2SzkaCjR6q3Xmji26MyLxEwShdupU4peamsqDDz54TYM2Jycnk5aWRq9evayWx8TEcPjw4Ur3KS0tZefOnSxbtoyCggLOnDlDYGCgJXGsSmlpKaWlpZbX+fn5ABiNRoxGY52v4XoyGo1IktRs4hUqaunP0Hx95n91FZdmKuGK8HUETDN22Cvs6erZlTYHJbQFoAwLv6Zz1FV9XJ+t3B2U+LuqSc3XciqtkN4hbgDkafM47ZFPQpScQScy0WdlofD0rJdzmq/NaDS22N7CLf1z2Bo0x2fYlGKtU+LXr18/du/ezciRI+t84uzsbAC8vLyslnt5eVnWXS0zMxOdTsexY8eIiIjA39+fc+fO0b9/f9asWVPhWGZvvPEGixcvrrA8IyMDjUZT52u4noxGI3l5eUiShFxep4JaoZG19GdoNBrJz89HLpdf0/UdScgCIMRVQVZWlmW5JEnoT50CoNjfj5Jy666nwsLC65YU3RjhisEoYWcoJivLVOp3//77ydJm4TBWwcATRrIPHEB+1Q/oujL/GDYajS3yPQot/3PYGjTHZ1hQUNDYIVjUKfFbsWIFN998M3fccQcdOnSo8CV477331ngMlcrUW+/qxKukpAS1Wl3tPn/++SdHjhzB19eXrKws+vfvz5NPPlllFfHChQtZsGCB5XV+fj7BwcH4+PjY3Iu4sZl/gfv4+DSbN7pgraU/Q4PBgFwuR6lUXlNtwKBwQKFmaIQXXl4eV46fkkJGYSEolXj16IGs7PvgejKXiHl6el6X5O/h4RV/zEZ6RvJv6r+UqCXSPaBjcgrOoyv/0VtbBoMBvV6Pl5dXi52Gs6V/DluD5vgM7e3tGzsEizolfr/++ivnz59n+fLluLm5VVhvS+IXHByMXC4nKSnJanlSUhIhISGV7uPt7Y2TkxOTJk3C19cXMJUQTpkyhe+++67Kc9nZ2WFnZ1dh+bWWTFxvMpms2cUsWGvJz9A8mLD5X12NjPRmZOSVjlrHs4+Tp82j7aks5ICqfXvkVfw4vB7q4xqvxZCAIQQ6BhJyMgvnks3oz5ypt1jM19VS36NmreEaW7rm9gybUpx1iuSdd97hk08+oaCggMuXL1f4ZwtHR0cGDBjAL7/8YllWVFTEli1bGDVqlGXZuXPnLG3+5HI5o0aNqpAsXr58GR8fn7pciiAITdyPF37k2b3PckfB21zyAVVEy52xozIpeaX8dSaLEp0BgHEh43ik6yOM63gLzhoxZ68gCLVTpxI/rVbL9OnTr/nkS5YsYdSoUSxcuJD+/fvzwQcf4Ovry4MPPmjZ5s0332TPnj0cP34cgFdeeYWBAwfy0ksvMXDgQPbu3cuaNWtYt27dNccjCELjSsrVUFCqp4O3IyqF6XepeSgXpVFGm6yWPWNHZe5efZTMIh2rpnelR9CVpinmnr2G5GSM+fnIm0mzFUEQGledSvx69+7NP//8c80nHzJkCNu2bSMhIYHly5cTFRXFzp07rcYGDAsLo2fPnpbXXbt2ZdeuXVy+fJmlS5dy4cIFtm/fzq233nrN8QiC0Lh+OJLKtFVHWbrlgmXZrMhZ3NnxTkacUqE0tuw5eivTyd/0fXjqqvH85C4uKNq0AUB35kyF/QRBECpTpxK/zp07M3XqVB544AE6duxYoX3JnDlzbD7WwIEDq50D+JlnnqmwrEuXLvz3v/+1PWBBEJoF8ywVEb5OlmXD2gxjsH130n9eDTIZyrCwqnZvkTr5O7MjPoeTqUVWyw2SgdRuQThlJOFy+jR2vXs3UoSCIDQndUr8fv/9d3x9ffn5558rXV+bxE8QBAFMnUMsiZ+fk9U680DFipAQ5A4O1z22xtS5bAaPk+VK/NZfWM+KEyvQRGt48pwMT9HOTxAEG9Up8Tt37lx9xyEIQiuXXqglp1iHQgZhPo5W6/RliU1ra98H0LmsqvdCVjElWgMOagXudu5oDKahsC74y+h/WlT1CoJgmzq18QsNDa3vOARBaOVOl5X2tfNyxF5lGkPuYsFFdEadpQ1ba+vRC+DrYoe3kwqjBKfTTfco3C2cAMcAhngNICRDwnDpEsbi4kaOVBCE5qBOJX55eXnk5ubi7u5ez+EIgtBamat5I8uqeUsNpdy77V7kMjn9fBTMp3WW+MGVdn5xqYVEB7kS6BTIulGmkQzS3roFo5SB/uxZ1N27N3KkgiA0dXUq8Zs6dSrLly+v71gEQWjFTpXN0WtO/OLz4zFIBnRGHYpCU2mWqpV17DC7o3cAb9wSzvCIijN0mJNhnajuFQTBBnUq8bt8+TKffPIJ3377LZ06daowxdq3335bL8EJgtB63NU7kKgAF/qHugOglqsZFTSK06lHaZ+SgiIgAHklMwW1BgNCPapcp4qIoHTnTjGQsyAINqlT4ufn58esWbPqOxZBEFqxXiFu9Aq5kth1dOvIi71epPD//o/8Qx+iGhbZiNE1XaqICPRyMYOHIAi2qVPi9/nnn9d3HIIgCJXSnTqNDFBFts72fWZHk/I5crmAwR09CPVypFhXzNKjS4krPkHAJDnP/HQBqbQUWSXzkguCIJg1nVmDBUFotQ4n5vPnqUzSCkorrNOdOgWAKrJ1l/h9vusy7267yJ4LuQA4KB3Yl76P5NJU4tsokAwGdPHx13SO7CIdm05lodUb6yFiQRCaojonfrt27WLixIlEREQQHh7OxIkT2bVrV33GJghCK/H9kVSeWn+aX46lA6bBnAGMhYUYEhMBkfiZx/Mzz+Ahk8mIdI9ELVfjp3NEo76SJNfVvO/jePGPC3y8/doSSEEQmq46JX7r1q1j0KBBANx3332W9n6DBg1i3bp19RedIAitgrlHr3nGjg2XNnDb5ttY+O/TnAkEhb9/q+3YYXYl8bsyg8fzPZ9n042bWFY0EQetqVr8WpzNMPWeXn8k+ZqOIwhC01WnNn6LFy/m448/5sEHH7Ra/umnn7J48WJuv/32eglOEISWr0Rn4GJWCXBlKJczuWdIL0knnXRGKWUoQ1t3+z6ATmVTt5WfwcPT3hMAdadIigDdqbh6OZeo6hWElqtOJX5nz55l2rRpFZZPmzaNs2fPXnNQgiC0HucyijFK4OWkwsf5ytBQjkrTtG3t0qRWX80Lphk8fJytZ/AwU3XqBIA+/jySRnPN5xKJnyC0XHVK/Pz9/dmzZ0+F5bt37yYgIOCagxIEofUoP3CzTCYDYEH3Bfwx/g9W/OyLU6no0WvWya9idS+A3NcXuYcHGAzoztW9fd6cgUF4OCh5eHjHa4pTEISmq05VvfPmzWPatGksWLCAmJgYAPbu3cuyZct45pln6jVAQRBaNvNUbRFlSY1FcQk+J01tzUSJn0knf2f+ic+xSvyOZR3jn5R/iJ0Gs78F11NxqLtE1en4DwwI4r4Yf7y9vesrZEEQmpg6JX7PPPMMrq6uLF26lBdeeAGAtm3b8tprrzF37tx6DVAQhJbt6jl6zXRnTFOQyf38UHhUPXNFa3JLV19u6OBBuO+Ve3Uk8wjfxX8H7nA2UEb7uGvr2SsIQstWp8RPJpMxb9485s2bR1FRETKZDEdHx/qOTRCEVuDNW8KJSyuid7Cr1fIr4/eJal6zNu72tHG3t1rWyaOT5f+TvWR17uBRojOw9VQmBRod/cJVdA1yR6kQQ70KQktTp8SvPCcnp5o3EgRBqEKwhwPBHg6W18uOLkMmk9EmI44bAFWEqOatTpRHFEv7LSVM743ujXvQyy9iLClB7uBQ887lZBZqeX7DOdOLrQn8++xw2rjX7hiCIDR9dUr8CgoKWLp0Kf/++y/Z2dkV1h85cuRa4xIEoRUySAY2Jm6kxFCCt7eCQYj2fVfbdSGHv05nEdPOndGR3jiqHOnv1x+ANG9vjJmZ6M+cQd29e62OW1hqsHqdVVgqEj9BaIHqlPjNnj2b3bt3c+edd+Ih2t4IglBHPx1NI7dEx7AwT9p5OZJUmITGYBqOpOMlHQCqCFHVW97RywX8cCQNjd7I6EjrThiqyEhKd+5Ed+pUHRI/vdXrzMKK0+cJgtD81Snx+/3339m7dy8R4gtZEIRr8OPRVGKTCwlwtaOdlyMhLiH8Mf4PYg/8hvar95D7+KDw8mzsMJuUqIDKh3QBUHW6kvjVVsFVJX6Zhdq6BSgIQpNWp8TPxcUFf3//+o5FEIRWRGcwcrqsR28n/ytDuTipnOiaIJGfDKpBopr3al3KEr8LmSUUlupxtlOiN+o5kXOC2LYZSN1ljK1Dz94CjSjxE4TWoE5dtiZOnMgnn3xS37EIgtCKxGcWozVIONspCPaw7qlqnnNW9OityNNJTaCbHRJwIsVU6qcz6nhk5yN8WrSBTb3k6BMSMBYVVX+gq1Rs4ydK/AShJapTiV9CQgIffvgh69ato2PHjpbR9s2+/fbbeglOEISWKy7VlJh09ndGftV3yJWhXESJX2W6BrqQnFdKbHIBfdu546B0INQ1lPj8eBJ9ZJQqJHRnzmDXo4fNxxRt/AShdahT4ufr68usWbPqOxZBEFoRcxs1czXvubxz7ErdRYRTe7xTEnBEJH5V6RLgzKa4TI4nX2nnN63DNLRGLYFfbUZlOIgu7lStEr/h4V74uqjIKiilVKamR4jouCcILVGdEr/PP/+8vuMQBKGVMSd+ncsSv73pe/ns1GcAzAuH4aneKLy8Gi2+pqxroAsAOSU6y7KxIWMBKGybTYF0sNYDOYf5OtHeyx69Xo+3tzcKhaL+AhYEocmwuY3fgQMHbD5obbYVBKH1MRglLmaVANDZ3zQI/InsE5b1HZMlMXBzNaICnNn2SAxf3d2twjpzKalOTN0mCEIlbC7xmzx5Mj169GDOnDmMGDECpdJ6V61Wy+bNm/nss884evQoFy9erO9YBUFoIRRyGX8/GsO5jGKCyqYge6jLQwwOHEzsxtUEZl0Q1bzVUCnkeDhW/rvdfN8MiYkYCwqQu7jYdMz9CbkUa/WEedmjVZaQXaynaxs35HJZzTsLgtBs2Jz4nTx5knfeeYe7776boqIiunXrhp+fH5IkkZqayrFjx3B1deXhhx8WnTsEQaiRSiG3GsaljVMb2ji1oeefqzAAqs6dGy+4ZkqSJFJURewd4EH3AznoTp/Grndvm/Z97+8ETqQU8uZNHXh25VEADjw/Em9nu4YMWRCE68zmql5HR0deeOEFEhMT+f777xk+fDiurq64u7szcuRIfvzxRxITE3nhhRdwqOUckYIgCADG/HwMly4BoI4SiV91TqUWMnvtceZ/f9Ky7KMTHzFtyzTeHVLAuUBZrap7zb163RyUeDiqADGkiyC0RLXu3GFnZ8f48eMZP358Q8QjCEIrsOjXM9gp5czqH2Sp6gXQnTQlMYqgIORubo0VXrOgVsrZm5CHvVKOzmBEpZDTwbWDZf25AIipRQcP8zh+zmoFXk5qcop1ZBaWEoFtVcWCIDQPdRrAWRAEoa60eiOb4zL56Wga5tZj/6b+y4X8C5SciAVAFRXVeAE2E+28HHC2U6DRG4nPKAYgyjOKfn79uMdlDN0vSOhO1iHxs1PgVVa9K8byE4SWp07DuQiCINTV2Ywi9EYJN3slgW526I16Xj7wMhqDhrb2DrwNqEXiVyO5TEZUgDN7L+YRm1JApL8zwc7BvN3vbYxFRaSl/Y5BSsGQlVXjsDg6g5FSvREAJzsFXs5qQMzXKwgtkSjxEwThurKM3xfgjEwm40LBBTQGDQBtUkyJhkq077OJeTy/2HIDOQPInZxQtg8FQHf8eI3HKSg3XZuTWoF3WeKXJUr8BKHFEYmfIAh1kpRbQtFV03zZ4mS5qdoA3NXuzOk8h0HuMXQ/rQWVClVYWL3G2lJ1DTAlfseTCyqsU3XpCoA2tubEz9yxw1ElRymX4eUkqnoFoaUSVb2CINRaYnYxg5Zuo6OvM1sWDKnVvidTrGfs8HHw4a6wuyi54ENu7C5UUeHI1Op6j7kl6hpouocXskoo0Ohxsb/ylW6ICiNzG6htKPFzd1CxeHxHdAZTdW+fdh7MGdKBHiHuDRK3IAiNp1Ylflu2bGHYsGEsX77csqxjx471HpQgCE3bjrOZAJxLL6xhS2uleiPxmaaOCJ3LjeEHoD1hmrlDjN9nO08nNZF+TvRt506exlRqV6Ar4J6/7mGStJxPx8nRxsUh6asvmXW1VzKhmx+3dvMFoG+oJ8+Oi2RMlH+DX4MgCNdXrRK/uXPnMmrUKJKTk5k3bx4A8fHxDRKYIAhNl4QEwMhOvrXaL6NQS4CbHR6OKvxdrUv1dCdMQ7mIjh218+190XwyLcoyLI6z0pmc0hyMSMQHypFKS9GdPdvIUQqC0FTUqqo3Pj6exx9/HAcHB9566y2ee+65hopLEIQmLC3P1BnDz9W+hi2tBbnb8+vsXpToDMhkMvK0eQC4yhzRnTkDiI4d10omk9HFswtpJWm0T8pBq0xFd/w46k6dqtwnKVfD+axi/J1VhLirMRolkvOKySrS0j3IDZlMTNsmCC1FrUr8JEmyzMrxzDPPkJOT0yBBCYLQtKXmmxK/Eq2BnKLaD/nhoFIA8PPFn7npj5u4489pxPlqkbm5oQgKqtdYW4vsYh2SZCqJfT3mdb4Y+gWP2t2Enb7mDh7bzmYz//s4PtudBIBGb2DQ0m1MXPGvpeOHIAgtQ60Sv8OHD1u9fv/999m5c2e9BiQIQtOXUlbi9+PhJDaeSLV5P2NZYmIWl2MaYDhJl45bMag7dxalS7VkMEpMWHmQ4e/vIyXf1AvXfA/VZT17axrSxZzcOatNCbmjWolj2f+LadsEoWWpVeIXHR1t9VqpVDJw4MD6jEcQhGYgrazEDyAlt8SmffJKdAx6dy+z1x639B4Ndw8nyiMKD50a/2wxY0ddKOQynMqStGNJ1sO6qKI6g0yGITkZQ1Z2lccoP2uH2ZVBnMWQLoLQktjcxi83N7dOJ3B3d6/TfoIgNF392ntxJs3Uo9dc+leTY8kFFGkNpOSXolKYfnPeF3Ef90XcR8rtU4Bi0b6vjqKDXDmZWsShy/mM7exjWS53dkbWvh3aixfQHY9FMaTyoXfMJX7lh4PxdrYjMbtEzN4hCC2MzYmfh4dHnU4gXVW1IwhC8/fKhC50C3Lnye+PWtr71cRcGtW9javVcmNeHly6DJiqeoXa6xXsxpoDKRxKzLcsi82OZfXp1Ry9LYX7/pBxY+xx7KtM/MpK/NTlSvzEIM6C0CLZnPilpKQ0WBCJiYmkpaURHh6Oq6trzTuUycvLIzY2ljZt2hAaGtpg8QmCUFGgm6lHr60lfkctiZ+L1XLtSdMwLorgYORubvUYYevRI9j0vXkuo5jcEh3uDioMRgN70veAAk6GyBh9oup2fgXmNn7lqnp9XMzTtokSP0FoSWxO/Pz9638gT41Gw1133cUff/xB27ZtSUhI4K233mL+/Pk17itJkmXf+fPn895779V7fIIgVFSqNyBDhn9Z4pdqQ+JnMEocT7FO/IySEblMLsbvqweejiraeztwPrOEw4n5DAv3opNHJ9RyNU5yBxw1OWhPmgZylikrfu1faeN3ZZ0o8ROElqnep2zLzMzE29vbpm0XL17Mvn37iI+PJyAggPXr13PrrbcSExND3759q9333XffxWAw0KVLl/oIWxAEG204lsKCdUcZ4FgK2FFYqidfo8NJVXVfsXMZxRRrjTipFbT3dkRv1DNx00TaubSjR34W4xHj912rXsFunM8s4WBZ4mensGPNyDX4qL1Jf28cUmkB+nPnUEVGVth3Zr8gUvJLCfNxtCzr38ELgyTRu23dmvkIgtA01Srxc3Z2prDwyhRNI0eOZMuWLVbb+Pj42Nyub9WqVcydO5eAgAAAJk6cSJcuXVi1alW1id/BgwdZtmwZBw4cYOzYsbW5BEEQrpG5atfx1DFukUm0v2caNX3kjyaZ2p51DXRBIZdxOjeePG0eR7OO4mwwVS+KHr3XZkhHTwAGtHe3LPNz8ANAHdWZ0j170cbGVpr4jYjwAsBgMKAvm95tYEdvBna07Ue8IAjNR60Sv6KiIqvXW7durfOJk5OTSUtLo1evXlbLY2JiKowXWF5BQQHTpk1jxYoVNlc/l5aWUlp6pboiP9/0R8hoNGI0GusQ/fVnNBqRJKnZxCtU1FKeYWqeafgWr5I87o3bSNCckTjZRWAwGJAkyfKvPG9nNQNC3enb1g1JksgtzcXfwZ/UklTCErSgVqPs2LHJdwar6vqagoHt3RlYlvRdHZ+qS5eyxO84jpMnV3kM87UZjUZ0CQnk/vADBRs34di3LwGvLWnI8K+blvI5bM2a4zNsSrHWe1WvrbKzTWNKeXl5WS338vKyrKvM3LlzGTFiBBMmTLD5XG+88QaLFy+usDwjIwONxraG6Y3NaDSSl5eHJEnI5bUaflFoIlrKM7yUYfrh5F1imm4t/dffcAoLw2g0kp+fj1wur3B93Tyh2whT6VNWVhYdFB34uOfHZG/+CdnxL5CFh5Gdn09zUFhY2OwGmTaGhACgOXaMrKwsq3UGo8TBpCKc1ArC3OTI/v2X/L/+Qnv0GBmOHuSpnYj4+WfkDz2ETKmo7PDNSkv5HLZmzfEZFhQU1LzRddJoiZ9KpQKokHiVlJSgVqsr24VffvmF3377jXXr1llmDCkqKiI5OZmdO3dyww03VLrfwoULWbBggeV1fn4+wcHB+Pj41KoXcWMyGo3IZDJ8fHyazRtdsNZSnmG25hwA3po8NAoVyYdP0UHuSBsvB+RyOUqlEoXCtgRBcSYJjQYc+8TgctWPwKbIXCLm6enZJJM/ncFIXGoROqORXsGmHtL70vexxW03B+cqWPxNKp1kMhSenpZ9sot1LNpkmid5q2IP2v/9gAEosnPmvtGLAPjl52fwRELl63vdr6m+tZTPYWvWHJ+hvX3t5jVvSI2W+AUHByOXy0lKSrJanpSUREjZr9Or6fV6unTpwiuvvGJZlpKSQnFxMcnJyWzfvr3SPzh2dnbY2dlVWF5ZyURTJpPJml3MgrWW8AzNs3Z4l+Txv45D+abTGG776SBL7x+MTCaz/DPLKNQiw1TdW54kSWgPHwHArmePJplIVaaya2wqfj+Zycu/nyM6yIUvp3cD4HjOcTambgF3GSdDZIQdP46y3Hh+RVpTj14ntQL9zn8BcJ9+F+1nzkT54RH0Rok8OycMqanYtZB5lFvC57C1a27PsCnFWevEr127dtW+tpWjoyMDBgzgl19+Yfr06YCp9G7Lli28/PLLlu3OnTtHQUEBPXr0YNKkSUyaNMnqONHR0QwdOlQM5yII14HOYCSjbHgPL00efkpTR4Cky+lV7rPmQDKr9iRxT0wgrgFb6e/XnyjPKAzJyRjT0kCpRN2163WJv6XrVTae3/HkQjQ6A/YqBT28evAlX6IyyslxNlB66JDVQM6WoVyUMozJKaCQ4/3II6hcXfF0Okl6QSm5di7okpMb5ZoEQahftUr8XnrppXo9+ZIlSxg1ahQLFy6kf//+fPDBB/j6+vLggw9atnnzzTfZs2cPx2uYZFwQhIZXqjdya482XPzzH9xKiwgd0BsyICW/tMoOD+YZOySHOL468xWrz6zmnvB7uDPe1DlL1akTsiZUDdKcBbnb4+uiJr1AS2xyIX3auhHlGcUHAz8g9HAqxXsXo808aLVPocaUvDsZTQm9IiwcuZMTYJq2zZT4OYvETxBaiFolfuVL4urDkCFD2LZtGytWrGDfvn107dqVr7/+GmdnZ8s2YWFhaLVVjxzfo0cP2rdvX69xCYJQOWc7JW+P68CZF+8AoONNo2DVMTKUjmjPnoVybcfAVEJ4IsU0BNQl/XYAJCTaOLVBe+gAAOqePa7jFbRsMpmMnsGubDyZycHEPPq0dcNOYUe0dzSG3jkUA/r4eAzZ2ZZ2fgVlJX6OGtNzUnXvZjmeV1n1fI6dC7rkhpu9SRCE66fR2viZDRw4kIEDB1a5/plnnql2/1WrVtV3SIIgVENXNn2j3M2NNu0CgGMUqxxI3bwVp2lTrLY9m1GMRm/ExU7B2wOW8L8LP3As6xhjg8eScfgzAOx6iMSvPvUqS/zKz9sLoPDwQNmxI/pz59AePITDqJHAlenaHPJyAFB2727Zx8fZ1DY6T5T4CUKLYXPil5ubW6cTuLu712k/QRCansJSPdrLpgRAFRCAs50SZ4VEoUFGws4DdL4q8Tt62ZR8dGvjglqh4o6OdzCtwzSMaWkYUlJAoUAl2vfVq55lvXmPJRWgMxhRKa40Krfr3ass8TtgSfzMbfwcC3JAJkPZrRunsk/RxqVNuRI/Z3TJJ6/zlQiC0BBsTvw8POo2bU9THOhUEIS6eX/rWVb+U8S0TmN5yN/UJizAw5GzmSUkp2YTkZyMslyv/KPJpvZ93QJdLMtkMhmlZYO0qyIiLO3JhPrR3ssBDwclOSV6TqYW0r2NqcPH/vT97OmUwaWJcp46cMCyfe9gVx4J0eO5+xDp3YP5z5k32Jexjwe7PcjAjlORFxYQvOsMuoIUJElqkr2ZBUGwnc2JX0qKaN8hCK1datl0bS7aYlQBpqE9pvUL5fLa7/EtzkG7Ywd2d91l2f5g1k5kijZ0D7IeL1N7yJT4qXv2vE6Rtx4ymYznxnTA21lNZ/8r7aW/PP0lxzTHoJOcjC1JeKakoAwIoIOvHQl5v9I1LY7CYeM5mGmakWlt3FrunXwvg0N7cPqlM0iAITcXZR0LAQRBaBpsTvxsnR5NEISWy5z4eWnyULWJAWDWDaFkX2xD2tZMdDt2QFni98vFX9B4foW7pwMphvnATZbjaA8fAkTHjoYyMrLiHLs9vHtwLPsYAOf9ZYQePIjypptYfWY1XwbuJeZWOQuiujHKQ87R3KPc1+U+1Ao1coUahY83hoxMdEnJIvEThGau0Tt3CILQfKSWDd7sVZKHKiDAstxl5AjSlixBf/wExuxsFD4+FOmLAAk9xaSVXrZsa0hPx3A5CeRy1OU6EggNa2TQSDq4daDDr0dRnfsO7YGD5AzrwerTqwE4GCYnN8yf2d4DCfINwl5tj95g5FJWMefbdaVtxjZ0Kck4dIlq5CsRBOFaNJ2hpAVBaNIkSbIkfj6aPJRliV+p3sAFmSMXeg0CSaJ01y4AJoVOwsfehzFBY7gv4j7LcbTm9n3h4aJ9XwPaczGXxX+c48Al05zK7VzaMSxwGH49TaMolB48QKBjIP7Z0zDqnehxPpTI4N64qFxQKUxTauaW6Bj89jbmBo5HK1egFz17BaHZE4mfIAg2ySnWodUbAfAsyUcVGAjA14e3MXH9bSyJdgdAd+wYkiSx7mAmz3b6iIU9nsNOcWXKRHPipxbDuDSoP09l8tPRNP48lWm1XN21K6jVGDMyMSQkIEvvQPH5xxmurzislpeTGke1AkkmI93BQwzpIggtgEj8BEGwibl9n7umAJVChtLbm+TCZD49vQiFfSoFnjvQqEAXe5yL2SW889dFHv7uPDqD0eo4pSLxuy4GdzAN0PzPuRyr0RVk9vaWKfJKDxyksFSHZHDGK6ziQPjF+mI8Av5F6XqUVCcvMYizILQAIvETBMEm9io5E9s5MCAlFpWfHzKFgsySTDq4dUCSZEgYSXNVYbh0id1xpgShR5Ar9iqF5RiGrCwMCZdAJkMdLdr3NaSYdm7YKeWk5JcSn1kMgFEycjTrKB8MKWJzDxmaf/6hUDI9H4/OkVb7Z5ZkMvqH0eQ7rsfOZzPJzp6ixE8QWgCR+AmCYJP2Ps4sDiph/tEfLR07uvl049ub10LCSxTGP4nKsxMAu0+aEr++7dytjmGu5lV27Ijc1XqIF6F+OagUxLQ1Deb8zznTrBylhlIe3vkwW+3O8flYBcUH9lGkNM2T7BrgY7W/t4M3nbxMz1OmyuZUkFwkfoLQAojETxAEm+lSTH/4lYEBVsv9XbzB6EhORFcMMjkHs03Vu/1C3a220x4sG8ZFVPNeF4M7moZe+Sc+GwAHpQO9fXoDoNZBirsCXVlHDhf7ioM8zO42myiX4RSffxyNpiOGnByMJSXXKXpBEBqCSPwEQbBJTpGW4uRUAFQBgVbrAtxMpUZZbTpw2iOYYhS42SuJ8L3Sa1eSJDRlPX7tYvpcp6hbt0Fl7fyOJRWQU6wD4KnuT3FXx7t4PbYzLoUOlm2d1IoK+/fx78Pszs9h1PqS6mIqEdSJwfwFoVkTiZ8gCDZ59LsjDC7pyV9BPVAFBmKUrnTa8HctS/y8AzjsEw5AnxAXFPIr03vpT5/BmJaGzN4eu969r2/wrZS/qx3hvk609XQgJd80xV6gUyBzouYQFTEUlVHHg7E/Mzfa3epZlRfh78KcIR24PS8OAF2SqO4VhOZMDOAsCIJNUvNMVXzupYWoAgOY9ts0XNQuDA4azKjOY2jjbk8nLwWf7ugIQB97jdX+mn+2A2DXrx8ye/vrG3wr9sVdXXC2q/hVbz+gP04rVjBZfwmfMZ2r3D/Q3YFnx0WSuL6QQq5U9wuC0DyJxE8QBJuYh3PxLskj21NF3HlTCZBGr+H/bpzBiEgfMjMzecNwjGP//EFk0ETgyly8mn92AGA3eND1Dr1VqyzpA1C2a4fX558hd3dHJqu8tM8srzSP/3XK56yLnE5Zm3iY2xsiVEEQrgNR1SsIQo2KtXryNXrANE9vhrNEG+c2AAxsYz3wr0PXLnTJvojzyaOWZfrkZPTnzoFCgf3AigMFCw2vVG8kr0RntawgpAMnjE4k5Wqq2Msko0DDfz1i+aernL3G+IYMUxCEBiZK/ARBqJG5tM9Bp8HFyZ6Itv35I+QPLhVcwl5hmtP1fEYhZy/n07NscGBtbCySJCGTySj95x8A1N27I3dza7TraK3WHkjm/e0J3Bbtz5MjQi3Ld5zL4eU/zjGwvQcrbq+6uveTbakY9c7IlYVcUuZfj5AFQWggosRPEIQamefo9dbkWcbwk8lktHVti5+TH0WlBka/t5OHfjjD65cdyXTyME0JlmLqBWyu5rUX1byNwsdZTYnOyD/nsq2WF5SaSnFd7Cr26C0vxNMRTfJUuv07jI9+cG+oMAVBuA5E4icIQo3MJX5eJVcSv/JcHa5UHvwal41jaDsAdLHHMObloT1yBAC7wYMbPFahon6h7ijlMi7laEjIvjIOX2GpAQBnGxI/Q1EYBYYOyJPTkfT6Bo1XEISGIxI/QRBq1MbdgZvs8+iVfqbSxO/qzgE+XUxDumhjY9H8+y8YjSg7dkQZGFhhX6HhOdsp6VM2i8fvJzIsywvNJX6VDN5cXrCnIwCpTl5gMKDPyKh2e0EQmi6R+AmCUKO+7b1YWHSEyef+5oXgfTy1/SnWn1uPJEkVtu0S4IyqWzcAtMeOodluat8nqnkb14SuvgD8eDQVncE0BuOVEr/qE7+QssQvw8EdnUwhpm4ThGZMJH6CINhEl5JMgQPskyew8eJGvjrxlVVJ34o7oukW4MQbN3dEXdbBQ38uHu3evQDYDx7SKHELJiMivPByUpFRqGPbWVNbP1urer2d1Tio5Mjs09jczYnfLmxo8HgFQWgYIvETBKFGFzKLKE5JJ8kTHOWmab4GBloPyzK2iz+fTetEoJs9Ch8fFAEBYDQiaTTI/fxQRoQ3RuhCGZVCzqTufgD8cNjU6cZc1VtT4ieTyQj2dMSx7Sd8Nb6YTwv/aNhgBUFoMGI4F0EQqqU3GBn97nYMvR7mq82v8dfInzilSMPT3rPa/VRdu2Iom9fVftANNQ4SLDS826L9kctk3BZtSgAndPOje5ArEb7ONe77wKD2rDzsSaoimXRZIYXaQpzVNe8nCELTIhI/QRCqlZBdjM4gYWc04Kkvwd7Xjx6KmjtpqLt1RbN5MwD2ojdvk+DvasfcQSGW1+OjfGzed8r/t3fn8VHV9/7HX2eWzGTfE0LIwhJCWGQJe1QUZbOoILgVuVpcaWuv2luFXttKa6u1tS787rUqF0Qt0loroAICyhpBVtkhJJCQBRLCknVmMjPn+/sjMJpC2CScTObzfDzyeGTOfL9n3iffnJnPfGfOOf1TcOZnc3hZMZ0TsrCY5OVDCH8ke64Q4rwOlNcCkFJbgS0xAc18/o8Fzwjq13i5Ni0y0ve7aF3OnGD7Yt2ROpbDX31MUBcXdotcb1kIfySFnxDivAqONRZ+qTXl5zyVS3OsnToR/dJLmBPi0SzyVNOabCw8xZyvS0kIC+I/BiWTFhOMxXT+AtDR4GW7Fsn+dt0ZUlZ4yUWjEKJ1kIM7hBDndaC8BoCKjLW81e8ka0rWoCv9ovrar78Oa7duLRlPXIa8Y/WsP3SKhTsrmDBrG/UN3gv2KT1Vzw8XFvKn7HvR6+vxnjrV8kGFEFecFH5CiPPKP1YLmouS1HIWxRbxh6//gIbM9Piz206f0++M0KALf3zfIbrxXH711mAqQ4LZW7ChRbIJIVqWFH5CiGbpuqKgog6z/QhKazxZc077HPmIz89F2C1kp0T4bpsv8DEvgN1qJjHChr3DXH7yn24m7X4Gp8fZkjGFEC1ACj8hRLMavDo/Hd6FG0scvP2azovtf8zErhONjiWugJ/dkAY0XmnlYqXGhIC38TyOCkVhdWFLRBNCtCD5xrUQoll2q5nHBiSRN/X/AOjX/x4s0dEGpxJXQu/kCP71UF8igy/+ZSAlJoRvDiWTePwAA6zRBJmCWjChEKIlSOEnhDgv14E8ACzx8VL0tTGd4kIuqX1qTAjurTlkFZr5iXc/HR/v1ELJhBAtRT7qFUI0a3dZFXk78vFqJmyZmUbHEQZLjWksFI+ExuE6cADlvfDRwEKI1kUKPyFEs369cDcTS/J5bUQSe3qE4/K6jI4kDNQ/LYbf3dad+w6tQjmdNBQdNjqSEOISSeEnhDgnpRT5FbVYo7awIbucX8Qs51j9MaNjCQOlxoYweWhH+sc1frfPlbff4ERCiEslhZ8Q4pyO1bqocjRgthcDEGkJJzks2eBUojVY09/OjHtNjD3ya/JP5hsdRwhxCaTwE0KcU35F46XaQvfexY8XK6b2nirn7xPsLqtiQ1QEu9NNnDQ5OFh10OhIQohLIEf1CiHOqbHw00g/5mVkXTqde042OpJoBf6yLI/Vx5IJ7gCRDo16T73RkYQQl0Bm/IQQ53Rmxi+1phx7VzmiVzTqkhCGpzaTwctH8farbm5NGG50JCHEJZDCTwhxTmcKv5SaCmxduxqcRrQWvTpEggqiKCoLAFdensGJhBCXQgo/IcQ5/SgnlRu0fxGnF2Dt2sXoOKKV6JUcCcCh0HjcmhnnPjmyVwh/IoWfEOKc0uJOsaXbRl74jxp+715odBzRSqTGhBBht+DWzBRFtMO1Xwo/IfyJFH5CiHP6Zv8a3++Z7XsbmES0Jpqm0atDJFrQMT4ebOVPtpVsKd9idCwhxEVqFYVfcXExmzdvprq6+qLae71e9u7dy4EDB/B4PC2cTojAs+9oNTUHLdy2zsrg8giyE7ONjiRakV7JUZjtpWzqV8LylFNsO7rV6EhCiItkaOHndDqZMGECmZmZTJ48mXbt2jFz5szz9vn9739PcnIyEyZMYOTIkaSnp/Ppp59epcRCBIaPtpTwu71J1J4awW8dI+mT0MfoSKIVmdAvmedG3eC7nX9kp3FhhBCXxNDz+M2YMYONGzdSUFBAUlISCxYsYPz48QwcOJBBgwad1d7r9eJwONizZw8xMTEAPPfcc9x9990UFBTQrl27q70JQrRJB3yncqnA3nWkwWlEa5ORGE5qXH+c7yeR+E0x/X9xk9GRhBAXydAZvzlz5vDQQw+RlJQEwLhx4+jZsydz5sw5Z3uz2czzzz/vK/oApk6dSn19PVu3ykcNQlwp3z2Hny1TzuEnzmYz27gldCBdjoAlv8joOEKIi2TYjF9ZWRnl5eVkZzf97tDAgQPZtm3bRa9n06ZNAHTu3LnZNi6XC5fL5bt95ruEuq6j6/qlxDaMrusopfwmrzibv4xhfYOH0ppyMAWRUlOOtXPni8p8ZvvO/LRFgbJ9uq5f8PJ8m4tOsjSqD2mJuxm+d1+r/78+w1/2Q9E8fxzD1pTVsMLvxIkTAMTGxjZZHhsb67vvQiorK3n88ce56667yDzPrMQLL7zAjBkzzlp+7NgxnE7nJaQ2jq7rVFVVoZTCZGoVx+SIS+QvY7ivvA5b/FKsUVv5TaKJF48fJMmRdMF+uq5TXV2NyWRq1dv3fdXW1rbZaxafeTOs6/oFx/CzraXMrQxmdFJPBu9dR0VFxVVK+f34y34omuePY1hTU2N0BB/DCj+r1QpwVuHlcDgICgq6YP+qqipGjx5Nu3btmDVr1nnbTp8+naeeesp3u7q6mpSUFOLj44mIiLiM9FffmXfg8fHxfvOPLprylzFcWlCEKbgEgIoIRVZKFkHmC++TXq8Xk8mExWLBbDa3dExDnJkRi4mJaZPFn9frxePxEBsbe8ExHJihM3dTKXvbhbKhrpxejoP0SRt8lZJePn/ZD0Xz/HEM7Xa70RF8DCv8UlJSMJlMlJaWNlleWlpKamrqeftWV1czcuRIzGYzS5cuJTw8/LztbTYbNpvtrOX+NjOhaZrfZRZN+cMYfn3oON66LsTVOUgOD8FuvbgnLKUUmqb5ftqqtryNZ7brYv5He6dEYbIf4UTW3/hzXzO37niffh2HXqWk348/7Ifi/PxtDFtTTsOShISEMHToUBYtWuRbVldXx4oVKxgxYoRvWX5+fpPv/J0p+gCWLVtGZGTk1QstRAD45S3deWJXHM/+zcIb7Z4wOo5opZKjgokwt/fdLqgqMDCNEOJiGXo6l+eff54RI0Ywffp0hgwZwsyZM0lISOCRRx7xtXnxxRfZsGEDu3btwu12M2bMGA4dOsTs2bPZufPbc0dlZGSQmJhoxGYI0aZ0iLIzfNtS9Pp6grt1MzqOaKU0TeOa5ES+PjmI/iXF3BF3/k9qhBCtg6GF37Bhw1i5ciX/8z//w8aNG+nVqxfvvfceYWFhvjYZGRk0NDQAUF9fj6ZpZGRk8MILLzRZ17Rp0xg7duxVzS9EW+QuLUWvr0ezWglKSzM6jmjFrkmOZE3eeMJKvia7OM/oOEKIi2Bo4QeQk5NDTk5Os/c/88wzvt8jIyNZt27d1YglRECave4Q9bt3co09kpROyWinD8IS4lx6Jjd+1aY4PAHn5k9Rbrf8zwjRyhle+AkhWgelFG/mbqcu/nnS79KYEB5LR6NDiVbt2ow4Vv78ely3/R7lcODYsYOQbLmusxCtWes5zEQIYaiSkw4q3floZhdFyU6OpoRduJMIaGE2Cx3jwwkfOpT6IFj+9TyjIwkhLkBm/IQQAGw4eBzN5MLsCsVrq6Nvj+FGRxJ+Ym52Lf/oYcZrXsY1VYfoGClzxUK0VjLjJ4QAYOOhE3iq+zBy6VDmfnUN16dL4ScubFPhCTa4kvCaG89ruPLAUoMTCSHORwo/IQQAXx9qvFRiz8pDpPa/gRBriMGJhD84Ve9m56E0TK5IRm/W6XFEPkgSojWTwk8IwZEqB4dP1GNSOt1PHCJ0qH9cgUEYr3eHSFRDPDUHn2HiKjupGw8bHUkIcR5S+AkhyCuvxaJB51OlRIQFY8/KMjqS8BMJEXa6tQtHx8Smdt2ozc1FKWV0LCFEM6TwE0IwrGs8j6cuoEP0Wyy/tT3V7hqjIwk/MrJ741WTNrTvhafsCA2HCo0NJIRolhR+QggA1jt3sjnLzV875OHRPUbHEX7k5tOF35bELBxmC7nrPsCtuw1OJYQ4Fyn8hBB4qqs5bK8FIMmeQGxwrMGJhD/p2T6SxAgbnthNPPKfJv5TfcDW8q1GxxJCnIMUfkIEuM93H+XWmesYvXgIf14az2+u/a3RkYSfMZk0RnRPJDUkApdNB2BV0ZcGpxJCnIscdy9EgFtfcJy9NYouwXH0zkqhXXLz184Wojm/va0nNa4Ubpn7Pj0PeenTIc7oSEKIc5AZPyECmFKKVfsrAOhVeZCQIUMMTiT8lcmkERkcxQcFo3hioU7fHXVGRxJCnIMUfkIEsK2HT1J4vAa7x0X/Y3mEDhpkdCTh7wblUBjejrrcXKOTCCHOQQo/IQLYR1tLCU57m8T4tykfmoIpPNzoSMKPrdpfwfCtQfwp+16cu3fjOXnS6EhCiH8jhZ8QAcrp9vLJvvVYQgo50a6Evw6qMjqS8HO9kiPRleJgVDLl9gh2rfmY2oZao2MJIb5DCj8hAtQXeytw6CfB3XhN3h+mT0DTNINTCX8WG2YjOy0ac9gepj/kYfKpV1hZvNLoWEKI75DCT4gAlR4XwhhTBrd/2o8nNiVw+/WPGB1JtAE3ZyWC105tmAuAlXlLDU4khPguKfyECFDdkyJ4Yt1sJu1bxR05D2G32I2OJNqAEd0T8TrSUJ4wsoo0ehXIVWCEaE2k8BMiQNVv2kRDQQFaSAgRt95qdBzRRnSKD6NTfAS1+dO4cXUPcubtQm9oMDqWEOI0KfyECEAvrlhL7j8WoYDIsWMxh4UZHUm0IaN7tANl4csuQ/GeOEHN58uMjiSEOE2u3CFEgNl7pIp3C2bwflYtt9UE8cu7JxodSbQxk4ekEWqzMGbXYVyr4eT8+UTeOtboWEIIZMZPiIDz16+XYbaXo1nqOJBlI6xHL6MjiTYmKTKYn9zYhZS7JoDFwvYjW8jd9C+jYwkhkMJPiIDi1RW5+524q65B0+HedjILI1qOOyaMmQ8l8Oz9Fn63/U+4dbfRkYQIeFL4CRFAlu85SuXJGKyFtzPzvWB+cOuTRkcSbdjuEgcbQ0MBKLXWsmjPRwYnEkJI4SdEgHB7df64dD8APzi0nsybxmELlUu0iRakaZwovQXlCeXeFVau2y6ndhHCaFL4CREg5n19mEOVdUS5arjzwEqi77nb6EiijRuQHkPfxGuozZ/GqbobqJ3/d5SuGx1LiIAmhZ8QAaLCs50oez737V1GXHYfbJ07Gx1JBIDHhnUGZeWzjkM5caiYU//40OhIQgQ0KfyECABe3csXxa/i7TiL3GGbiHxavtsnro6buiXQJSGMOmswS9KHUPGXv1BztNjoWEIELCn8hAgAqw99QamnEoDImHZE9ehtcCIRKEwmjUeu7wTAv7Ku5+89nYxcfBu7K3cbnEyIwCSFnxBt3ItL9nH4w0Ie+1Qn7biZ+4f/wuhIIsCM65NMWmwItbF7+XCYTq3Zwx+//DVKKaOjCRFwpPATog3bWVLFX1cX8NypZDoVJvC3rBe4ocsIo2OJABNkMfGXu3rzu+EPkOwOQ1OK2J0lOB01RkcTIuDIJduEaKOcbi/PLtgJwPDiLfTo3YWI0aPRNM3gZCIQZafFkJ0WQ5f4P3HyiafpsP8ktQnvEvz4T42OJkRAkRk/IdogpRQ//ufH7HX9g7CGOh44sIJ2v/6VFH3CcP07Xku3B59lftfhHHvrbVwHDxodSYiAIjN+QrRBv1z6ERudf8AW5+baw9vIeuBeglJTjY4lBB6vzn/khXCo+y3YPQ3cOXUqIf/3Ku07ZBkdTYiAIDN+QrQxy3Yf5Z/f7EEzNV4XtSbdS8SU+w1OJUQji9nElJx0AGb3HMs/YmsYu+xuFu9dYGguIQKFFH5CtDGFhUfxnOpH5909GHwkjLenfIrNHmp0LCF87hucxg2Z8XhDjvDByFrcZsX0r3/F9pLNRkcTos2Tj3qFaEM8J09y0//8N5FV0CccOv7tE4IiY4yOJUQTmqbx6t19mDzbSd6p/gRFb6Lv3hCi1r+N+n+90axWoyMK0WbJjJ8Qfk4pxdNf/JEl27+k+JFHaTh4kH7WejrNfpug2Dij4wlxTlEhQcx7aAjX2B/EUXo3671Ps3FXMaVPP43udBodT4g2Swo/IfyY2+vmno+fYknJ+zyz+Wl2VezDHBVF6v/Nwtq+vdHxhDivcLuVd6cMZkjiCNpFBJPsOEnNkqUU3nknVft2GR1PiDZJCj8h/JSjwctT87ey4+ghAJTZRWmPWFLnzsXWubPB6YS4OMFBZmbd358PnxhO7//3Mua4OMrKDnLX4h/yi3fv5UjtEaMjCtGmSOEnhJ9RSvHZjiOMeflLPtlZievwJOKPhfHfRwfyyJ8/w57Z1eiIQlwSm8VMQoSd0KFDSfroA6Y/HENZrGKp2sWs1x/EXV5hdEQh2gw5uEMIP1HdUM2yQ6t57Ytcig9fB0C0s5rpez5m5JO/JmrMGIMTCvH9hcS1x8RIlHcRKBPbDl7LivGT6DPqWuIeeghrcrLREYXwa1L4CdHKeXWF2aRx778mcth1BIJN2PVrmJD3NZMT3XR+51X5Pp9oM8xmE8se+iWvfHELszd+xda4Tky9vje9igu49YH/IvLGYJzX9eWW7HuID4k3Oq4QfqdVFH7FxcWUl5fTtWtXIiIiWqyPEK2dUoq9J/ZSUlNCDP35aNUeluad4K9759EjuZTDA0xg0nnS/hn/8fwvCe7Zw+jIQlxxNouZaaOymdi3K39Znsfnu46yM64zO+PSSIj6PY6Dm3g9720+cT9G7Kgx2Dp2NDqyEH7D0MLP6XQyadIklixZQlpaGkVFRfzxj3/k8ccfv6J9hGjtdF2x/2g1U7+8h+PeEvDaqcn7FWAGzHzREEFOnglbeiqjhz3IoMm3YTG1ivdtQrSYLgnh/O+kbMpOOZj39WH+9s2nOEIdAPQo9LJszQrWrK1ksFbFgKwkirvreFIS6ZqeTffY7pg0+Rq7EP/O0FeOGTNmsHHjRgoKCkhKSmLBggWMHz+egQMHMmjQoCvWRwgjKKXwKA9W07cno/Xoitc3v01+xSGCG1z8t7qWhsJC1hRW81+hA7G3j8UaWQJmJ8G2AwwtqOcH0R5uePgHRA7/M7fL7LYIQO2jgvmvUZn8580ZFFT9gM/3f0KazcHSmni+tKfyJUANhJW/glZdjmmHmUe338nYlGAiOqYT1DGdI/EWyk21xNhjCPGGGL1JQhjG0MJvzpw5TJ06laSkJADGjRtHz549mTNnTrNF3OX0EeJcdKXT4G3Ao3swm8wEW4Kb3J9/Mh+Hx4GmafSM69nkvr2V+9hduZc6p4M+If3Q6i3U1NQRjZv6hjyeKftfTui1dKjuT0LFjZS7oFwP4rjZTnCXDzAFHcfSYGHKy0sBSLfYCBnVi+TSWJTejqF6Zyb3T6XTL27BHCaXWxMCwGo20S2mG92GdIMhkDr0JGlbi1i7s4QDrpNoweUAuN2JvBTchyFzfkmdtwGAaRM7cjCjGIDsXWPpopKICbMREWrDEVHD9vD1hNvDGRYzkAFxOVhCQwmJDMUcEsLqivVomkZ4UDjZidlNMp1wnsDhcWDWzMTaY7Gav32jpysdj+7BpJl8P0IYzbDCr6ysjPLycrKzm+5EAwcOZNu2bVesD4DL5cLlcvluV1dXAzDjD/Ow2YLPav+IvRy7pgD4oiGC3ed5dzjFXkGYpgOwxh3ON57mX6Qn244RbfIC8JU7jM2esGbb3mOrJMHkAWCjO5T17jA8Hg8WiwVN06ixVrIh6Z8A3FTfkSfqegOwzRPCWncE69v9g9qgE5iUhZuKH/Ktd1zQCb4J38m8sF14lEbmsdEkOjp9+7cy17Em+T0Asl3tea56IAD7PHaWuaPYnLCIk/YyAIYXP4hZWUEpRgad4kjoPv4auRUv0LHyBjrUdvet14vOl2lvAZDREMcrJ4cCUOi1scAdy8645RwNzQdgaMkkgj2NM1vDLKfQQ/J5MXY9OhrtTwwm7dTp8VeggLUd38ZjcpHgDuedkusBxRHdyv95U8hP/JIj0dtBU/QsuJcQZzt0BcO8FSTb9vJUt60AxFRkE3dkGB40vErDCxzJehuvrQpbg435H8WD202ZZufBvg+jJX6JLf5LAOoLH8F7+m9468Fcbi/5mIpHG3etA3oDO91RjSdOOv2crzyhEHQcT5AH67WDCU3tREJ6Ouuz0gntcQsmu73J/4Ku683+n7Qmuq6jlPL9tEWBsn26rqNpmtFxLqhPh0j6dLiGZ267hlqXk0/z2rGpeAcVRx3Ywxtod/cEGg4V0lBYyNHYb/ej1bZerPJEghNwgtlVSYh9J7gh5LO1zHMdYU2HvgDYPA1Yu/8ezexCc8YQsedB/rpnHnazhma18vOhJgraFwCQvu9ewhwJmDQwaVAfWkZelw8BuKMileTyG9hqikZDw6TB5s5zcVqrCfKEMuTgg/zYdJgIkxfQ+H3UYb6KbjyJdZ+yW4l1pPjGpN56km0p8zABN9Sn0u/4DWz0hPu2b2PSR1TbjgEmbi56lHuDjpFobnw9ecNWwmeRWwDoWXkTSXUZvn5uk5OvU2djAvq6EhldOYI1nkjf/dviF1MZfBiAYSUPMNFST7q5sbD+wFLOvOj1AHQ9OZS0mmuajNW61DcwaTqd3NHcf+wWPndH+e7bFbuSI6H7ARhadjfjNY1ulsartxz02vi0IbrJupRSvtfD4UHV9LI0fvx/2BvEgobmL1F5rbWafpZ6AI7oVj50xTbbdpClhkHWOgCO6RY+cDV/FaRsSy051loATulm3nWdfdCRy+Votv/VZljhd+LECQBiY5v+4WNjY333XYk+AC+88AIzZsw4a/mHrlhMnF3Ujf/Xq4S5G//p1vaZyNL0wc2ue8zC/yXO2VhI5va6jYWdr2+27fBPZ0FdJQBfZ43m75k3N9t26NJ3sVY1Flibu97EB91Pn6qjcR/DRAOhlsZ/tKMlBzm5sLHw3db5Oub1up0QUwNmSy1KtzLvO/+wPb78iBOd8jk+3AzAam8Inu/cr1mCCDuz3tIyTs57B4DdHfoyr/8kgjUvltP3/90VCyoIgOSvlqFFf8OJsY3r3aDbcTd895/fS7jl9E50QuPku43FZX58V+bnPIIdsJ7eIT91x6A8jTt69JZcUky5VN/ZuN6dKogtnoQmf6swkxvN3EBNfT1VHzY+yZZFtmfxjU9hI5ig00X816YYdFMiAAn5O4mp2gjdGneBoxYbRUFN1xuKFRPgxYu7sBAAsy0ct9lCkDL72lm1KiJcNYR4GwgPMhGdmEaUs5xIbxBBbhhqKSI+wk5CdAgRYVbq29+POSaK6NB4QkYmomkm3IAbcFRXw+k3Jv5G13Wqq6sxmUyYTG13ZqO2ttYviqLLoeu678cfx3B4Yi+GJ/b6zpIh2AAbMH7nQgqO53PccZwuYYo6VzWnXF7qPHBKHef46R6htghc2rdv4F2WIKxa4xt2DzZKgmPxlpbg1huXVQ3+9ryZu4MS0FWS77bZ4vS9wrgPFrLtRBVLO377hjhUU5hMXupNOotUIhMXv4VyVAFweEImnrjGCYs1eiReb6Kvn2bSCDM33nfq0H42HUxlfuYI3/0hJi9mSz1KacxviCfn8/cJqioFoGBMV1yxjc/F67wheL77PG2qJ9zcWKCcOHKQbzbvZN4143x3f/f5/5+uGHp/sYTIisaC7eD1XXDmNN630RtE7r8VShGmOpQJoirq2bNyA/MG3Oe7z67Aenq9n7gjyVi/gsTixjfl+9t1Z97gKZxTA8RuXEOHwsaCMz+uC/OufezcbYHQzV/RsWANAIeiU5k37GfNtjV/s5mu+1cAUByRxLzhP2+2rXvnDrrvWQxAWUgs80ZOP6uN7qpvtv/VZljhZz19EW7nv12T0eFwEBQUdMX6AEyfPp2nnnrKd7u6upqUlBTush/HZjt7MOLv+6Fvxu/6hghiPZXNrjvpnjsJMzW+k8xpCCfsPG073DmOqNMzfoMbwrCcp23a+B8QfXrGb4A7FG9DJR6PG4vFChrUWKtZf/odXruUjkRPaZzx6+cOYZK7kvXKRq0nHJNu4Xb7t4+Tcctw6sPiiffuwq00BlscJHzn/gZTHatPr7d9XDIxD94BQC+PncmuSjYpKydO33+r/XjjjB/Q66YhHA2NJsG7BY/S6GRxkRL87Xp1dJafnsVLCo8j5qGJoGlkeqzc7zzOds3CEXfjO8sxwVWEeBv/pv2H9UMPiSbZm4sHaG/R6Rr2bZGvabDcE41Hb6C9LZzYx+9H0zQ03cJP66rYbbFT6E5CQ2NClJs4vRaTppGVPpDIsI700T9Hw0xMWDQDwzyYTSYsFhMWs4lV9MNpchAbGkLKu3ehWa10MFtY4TFTymgKXJkEBwczeGwOadFNjypcfY4x1XWdY8eOER8f75cvqhfi9XoxmUxYLBbMZvOFO/ihMzNiMTExbbL483q9eDweYmNj29wYPn3Tw8C590Onx8kJ50+oc9cRMzGGx20xON1e6h0u6modfFTwAA5XPTYVzJAu7eh893vg8aDcbkaVfMk3zgg8ysuNacGEenW8uo7Xq6jQTOwhFdDpPDiLxNoedHXWoiuF0hXLVSwOdxBBejA3R1aR8uADhJkaZ867s4fj7pMADLc7iTU1Pu8pBbXmGrZ5wzEBCRlp9InPIqjhuG9b1ys7VaefT+8IPk76HbcSc3rGL8NSRJ6nElAMsjhpf/p5WiloMDnZ4A3FjCKufTv6XdubyQ3fPo9vURYqTz//32I/QeYtNxJjzgGgi/koX3saM/Qxu0m1N319y9XDMCmduJhoetw0hEnfWe8uDY6cXu/woCp63jiIaEvja1qmx9akbWNYfK+Hva/rS/Twbo0ZvEFMcjX/utpvaC+ihzVe1aij13retgMGdiM6JwUAr25hkrP5ttn9OhM9+EcAmHTzOdu6NAcvN7uGq0tTBn1mUV9fT3h4OHPnzuW++76t/O+44w4cDgdLliy5In3Opbq6msjISKqqqvzmVDC6rlNRUUFCQkKbLBoCQVsfQ6/XS2VlZZsv/I4fP05sbGybLvzi4uLa7Bi29f0wEPjjGLamusOwv1hISAhDhw5l0aJFvmV1dXWsWLGCESO+nbLOz8/3fX/vYvsIIYQQQoizGVoqP//88yxYsIDp06ezaNEixo0bR0JCAo888oivzYsvvsjkyZMvqY8QQgghhDiboYXfsGHDWLlyJUVFRbz22mv06NGDdevWERb27dGuGRkZ9OvX75L6CCGEEEKIsxl+6v+cnBxycnKavf+ZZ5655D5CCCGEEOJs/vGtSCGEEEII8b1J4SeEEEIIESCk8BNCCCGECBBS+AkhhBBCBAgp/IQQQgghAoQUfkIIIYQQAcLw07kY4cxV6qqrqw1OcvF0Xaempga73e43l6gRTbX1MfR6vdTU1GAymdrk9kHjc0d1dTVms7lNXrJN13V0XScoKKhNX7KtLe+HgcAfx/BMvWHQVXKbCMjCr6amBoCUlBSDkwghhBAiUNTU1BAZGWloBk21hvLzKtN1nbKyMsLDw/3mXXt1dTUpKSkUFxcbfoFncXlkDP2fjKH/kzH0f/44hkopampqaN++veGzlAE542cymejQoYPRMS5LRESE3/yji3OTMfR/Mob+T8bQ//nbGBo903eGf3w4LoQQQgghvjcp/IQQQgghAoQUfn7CZrPxm9/8BpvNZnQUcZlkDP2fjKH/kzH0fzKG309AHtwhhBBCCBGIZMZPCCGEECJASOEnhBBCCBEgpPATQgghhAgQAXkeP39TXFxMUVERffv2JTQ09KL6FBYWUllZSbdu3QgLC2vhhOJCLmU88vLyqKioaLIsIiKCa665piUjitOKioo4duwYmZmZhIeHt1gf0XKKi4spLy+na9euFzzPW0FBAUeOHGmyLDQ0lL59+7ZkRHEBR48eJT8/n169el30+e9KSko4evQoGRkZreacea2SEq3WunXr1NixY1VcXJwC1LZt2y7Yp6amRo0aNUqFhoaqzMxMFRoaqubMmdPiWcW51dbWqjFjxvjGIyQkRM2aNeu8fSZNmqQSEhJUTk6O7+eRRx65SokDV11dnRo7dqwKCQlR3bp1UyEhIerNN9+84n1Ey3E4HOqOO+5QwcHBqlu3bio4OFi9/vrr5+3z6KOPqtjY2Cb72+TJk69SYvHvtmzZoiZOnKgSEhIUoJYvX37BPk6nU02cOFEFBwerrKwsZbfb1SuvvNLyYf2UFH6t2BtvvKEWLlyovvnmm4su/B577DGVkZGhjh8/rpRSas6cOcpsNqs9e/a0cFpxLj/96U9Vp06d1LFjx5RSSr333nvKZDKpnTt3Nttn0qRJ6v77779KCcUZTzzxhEpPT1fl5eVKKaU++OADpWnaefe7y+kjWs60adNUhw4dVFlZmVJKqY8//lgBasOGDc32efTRR9WECROuVkRxAe+++676+9//rg4fPnzRhd+zzz6r2rdvr0pKSpRSSn3yyScKULm5uS0d1y/Jd/xasccee4zbbrsNs9l8Ue3dbjfvv/8+P/nJT4iJiQHggQceIDk5mblz57ZkVHEOHo+Hd999lx//+MfExcUBcN9995GWlsY777xz3r4Oh4MtW7Zw6NAhdF2/CmkDm67rzJ07l8cee4yEhAQA7rnnHrp06dLsWF1OH9Gy5syZw0MPPURSUhIA48aNo2fPnsyZM+e8/ZxOJ1u3bqWgoED2N4NNnjyZu+66C6vVetF9Zs+ezZQpU0hOTgZg7Nix9OnTh9mzZ7dUTL8m3/FrQw4cOEBtbS3Z2dlNlvfv359t27YZlCpwHTx4kOrq6rPGY8CAARccj48//ph9+/ZRWlpKREQEs2bNYvjw4S0ZN6AVFhZy8uTJSxqry+kjWk5ZWRnl5eVnjcfAgQMvOB6ff/45hw8f5ujRo9hsNt58801uueWWlowrrpCKigrKysrOOe6bN282KFXrJoXfVbR3716OHz9+3jaDBw/GYrm8YTlx4gQAsbGxTZbHxsZy+PDhy1qnaGrfvn1UVlaet82gQYOwWq3nHY+8vLxm+48bN47XX3+dmJgY3G43Tz75JOPHj2f37t106NDh+2+EOMv5xmrHjh1XrI9oOecbjzP3ncuoUaP47W9/S0JCAl6vl+nTp3PnnXeyY8cOOnfu3KKZxfd3ueMeyKTwu4ree+891qxZc942n3322WUfjXRmatzpdDZZ7nA4CAoKuqx1iqb+9re/sXLlyvO2WbRoETExMZc9HhMnTvT9brVaefnll3n77bdZsmQJDz/88PdIL5pzOWMl+1vrcrnjMX78eN/vZrOZF154gbfeeotFixbx5JNPtkxYccXIfnjppPC7iv7whz+06PrT0tIAKC0tbXIqgtLSUlJTU1v0sQPF7373u4tu+93xGDBggG/5pY6HzWYjKiqK0tLSiw8qLsl3x+q7zjdWl9NHtJyUlBRMJtP3Hg+z2UxsbKzsb34iOTkZs9ks++ElkIM7/Ny+ffvYuXMnAO3ataNnz54sWrTId//x48fJzc1lxIgRRkUMWHFxcfTp06fJeJw8eZI1a9Y0GY/9+/f7Phr0eDy4XK4m69m+fTsVFRX07Nnz6gQPQFFRUfTv37/JWFVVVbFq1aomY5WXl8f27dsvqY+4OkJCQhg6dGiT8airq2PFihVNxiM/P9/3nT+lFA6Ho8l6Dhw4QFFRkexvrVhBQQFbt24FwG63c9111zUZd4fDwfLly2U/bI7RhxWL5pWWlqq1a9eqd999VwFqzpw5au3ataq0tNTXZsKECSonJ8d3+5NPPlFms1nNmDFDffzxxyonJ0f16tVLuVwuIzYh4C1evFiZzWb1m9/8Ri1YsEBdd911qnv37srhcPja3H333WrQoEFKKaVOnTqlevbsqV599VW1dOlS9cYbb6jk5GR13XXXKbfbbdRmBIRly5Ypi8WifvWrX6kFCxaoYcOGqczMTFVfX+9rM2nSJJWdnX1JfcTVs2rVKmW1WtW0adPUwoUL1c0336w6d+6sampqfG0efPBB1aNHD6WUUi6XS2VlZamXX35ZLV26VL311lsqPT1dDRgwQDmdTqM2I6BVVFSotWvXqoULFypAvfLKK2rt2rWqqKjI1+bRRx9VmZmZvtvr1q1TVqtV/eIXv1ALFy5UI0eOVOnp6aqqqsqITWj1ZMavFcvNzWXatGm8+eab5OTkMGvWLKZNm0Zubq6vTVZWVpMrOowdO5bPP/+cXbt2MXPmTIYOHcqqVavkuw4GGTNmDMuXL2fv3r3MnDmTQYMGsXr1aux2u69Nt27d6N27NwCRkZEsXryY0tJSXnnlFdauXcuMGTNYuXLlZR/0Iy7OiBEjWLFiBXl5ebz++utkZ2ezdu1agoODfW0yMzPp06fPJfURV8+wYcNYuXIlRUVFvPbaa/To0YN169Y1uVpORkYG/fr1AyAoKIgvvviCyspKXn31VVauXMnTTz9Nbm4uNpvNqM0IaNu2bWPatGm89NJL5OTk8M9//pNp06bx+eef+9p06dKlyVG8OTk5rF69mtLSUl577TW6devGV199dcGrtgQqTSmljA4hhBBCCCFansz4CSGEEEIECCn8hBBCCCEChBR+QgghhBABQgo/IYQQQogAIYWfEEIIIUSAkMJPCCGEECJASOEnhBBCCBEg5IywQghB4+XYzlwGqnfv3mRlZbXo4x09epRVq1YB0LFjRwYNGtSijyeEECCFnxBCALB48WKee+45Ro8eTUhISIsXfuXl5SxYsIANGzZwww03SOEnhLgqpPATQojTOnTowPz586/KY/Xu3Zv58+dz3333XZXHE0IIkO/4CSHaoJqaGubPn09VVVWT5VVVVcyfP5/q6uqLWs/+/fubXCMUoKysjA8//NB3+9ChQyxatAiPx8O2bdtYtGgRxcXFAHg8HtauXctnn33GsWPHvudWCSHE9yczfkKINic0NJRnnnmGiooKfvazn/mWv/POO7z00kvceeedF7WeTz75hPfff59Ro0b5lm3dupXJkyf71rF69WqefPJJ0tPTiYyMxO12s2nTJmbOnMkbb7xBTEwM9fX15OXlsXr1anr16nVlN1YIIS6BzPgJIdock8nElClTmD17dpPlc+bM4f7778dsNl/Rxzt16hQ///nPWbVqFbm5udxxxx089thjPPvss3z55Zds2LCBnJwc/vSnP13RxxVCiEslhZ8Qok2aMmUKO3fu9B2pu2XLFrZv386PfvSjK/5YoaGhTJo0yXd7yJAhxMTEMHHiRN+ywYMHk5eXd8UfWwghLoUUfkKINiklJYWRI0f6Zv1mz57NddddR0ZGxhV/rKioKDRN89222WxER0c3aWOz2XA6nVf8sYUQ4lJI4SeEaLMefvhh5s2bR1VVFR988AFTpky55HUopZrcdrvdVyqeEEJcdVL4CSHarFtvvZWgoCAeeOABPB7PRR/U8V3FxcW4XC7f7TMfHQshhD+Swk8I0WZZrVbuv/9+FixYwN13301oaOglr8PlcjFx4kRmz57Ns88+y3vvvYfL5WLu3LktkFgIIVqWFH5CiDZt3LhxABf1Me+Z8/zt3bvXtywjI4OpU6eyceNGzGYzW7Zs4dlnn6WwsBBovNza7bff3mQ9Xbp0YezYsU2WdevWjdGjR/tuHz16lPnz51NUVHSZWyaEEJdOU//+BRYhhGhDfv3rX/Ovf/2LXbt2nbfdkiVLfLN4P/zhD7ntttv485//zPvvv88333xzxXNt376dF154AYBhw4YxderUK/4YQgjx7+QEzkKINmnHjh2sW7eOV199lbfeeuuC7ceMGcOYMWOuQrJGZy7ZJoQQV5N81CuEaJN2797N+vXreeWVV7jnnnsuax3//vGsEEL4O/moVwghhBAiQMiMnxBCCCFEgJDCTwghhBAiQEjhJ4QQQggRIKTwE0IIIYQIEFL4CSGEEEIECCn8hBBCCCEChBR+QgghhBABQgo/IYQQQogAIYWfEEIIIUSA+P+01oC56WsCEgAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "md = np.load(REC / \"sbend_injected_modes.npz\")\n", "fig, ax = plt.subplots(figsize=(7, 4))\n", "ax.plot(md[\"y_tidy3d\"], md[\"e2_tidy3d\"], color=\"tab:red\",\n", " label=f\"tidy3d TE0 (n_eff {float(md['neff_tidy3d']):.3f})\")\n", "ax.plot(md[\"y_beamz\"], md[\"e2_beamz\"], \"--\", color=\"tab:blue\",\n", " label=f\"beamz TE0 (n_eff {float(md['neff_beamz']):.3f})\")\n", "ax.plot(md[\"y_lumerical\"], md[\"e2_lumerical\"], \":\", color=\"tab:green\", lw=2,\n", " label=f\"Lumerical TE0 (n_eff {float(md['neff_lumerical']):.3f})\")\n", "ax.axvspan(-0.25, 0.25, alpha=0.12, color=\"gray\", label=\"0.5 µm Si core\")\n", "ax.set_xlim(-1.2, 1.2)\n", "ax.set_xlabel(\"y [µm]\")\n", "ax.set_ylabel(\"|E|² (norm)\")\n", "ax.set_title(\"Injected fundamental (TE0) mode — identical across all three engines\")\n", "ax.grid(alpha=0.3)\n", "ax.legend(fontsize=8)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c5529ef6", "metadata": {}, "source": [ "### Now the field through the bend — linear *and* log\n", "\n", "The panels below show how the field evolves through the bend. Top row is a\n", "**linear** scale (only the strong guided field shows; faint radiation can't\n", "inflate it); bottom is **log (dB)** (the radiation becomes visible). Each panel\n", "is normalized to its own peak; cyan rings mark the two ports.\n", "\n", "> **Rendering note.** tidy3d's adaptive mesh is *non-uniform* (35–90 nm cells\n", "> here), so its field must be drawn on its **true grid coordinates**\n", "> (`pcolormesh`); an `imshow` with a uniform extent stretches the finely-meshed\n", "> core about 2× and makes the waveguide look wider than it is. beamz's grid is\n", "> uniform, so either rendering is faithful for it." ] }, { "cell_type": "code", "execution_count": 8, "id": "057acedf", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:50.909361Z", "iopub.status.busy": "2026-07-20T01:54:50.909147Z", "iopub.status.idle": "2026-07-20T01:54:51.339416Z", "shell.execute_reply": "2026-07-20T01:54:51.338303Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bz = np.load(REC / \"sbend_beamz_field.npz\")\n", "t3 = np.load(REC / \"sbend_tidy3d_field.npz\")\n", "lu = np.load(REC / \"sbend_lumerical_field.npz\")\n", "bw, bh = float(bz[\"width_um\"]), float(bz[\"height_um\"])\n", "cx, cy = sbend.bounds.x_center, sbend.bounds.y_center # beamz's 0-based frame -> device coords\n", "# beamz: uniform grid -> cell-center coordinate vectors in device µm\n", "b_x = np.linspace(cx - bw / 2, cx + bw / 2, bz[\"E2\"].shape[1])\n", "b_y = np.linspace(cy - bh / 2, cy + bh / 2, bz[\"E2\"].shape[0])\n", "# tidy3d + Lumerical: their own (possibly non-uniform) grid coordinates\n", "panels = [(\"beamz\", b_x, b_y, bz[\"E2\"], float(bz[\"s21\"])),\n", " (\"tidy3d\", t3[\"x\"], t3[\"y\"], t3[\"E2\"].T, float(t3[\"s21\"])),\n", " (\"Lumerical\", lu[\"x\"], lu[\"y\"], lu[\"E2\"].T, float(lu[\"s21\"]))]\n", "\n", "fig, ax = plt.subplots(2, 3, figsize=(16.5, 9.5), constrained_layout=True)\n", "for col, (name, gx, gy, e2, s21) in enumerate(panels):\n", " en = e2 / e2.max()\n", " im_lin = ax[0, col].pcolormesh(gx, gy, en, shading=\"nearest\", cmap=\"magma\", vmin=0, vmax=1)\n", " ax[0, col].set_title(f\"{name} linear (S21 = {s21:+.2f} dB)\")\n", " im_log = ax[1, col].pcolormesh(gx, gy, 10 * np.log10(np.clip(en, 1e-4, 1)),\n", " shading=\"nearest\", cmap=\"magma\", vmin=-40, vmax=0)\n", " ax[1, col].set_title(f\"{name} log [dB]\")\n", " for r in (0, 1):\n", " ax[r, col].scatter([0, 1], [0, 0.5], s=36, edgecolor=\"cyan\", facecolor=\"none\", lw=1.5)\n", " ax[r, col].set_xlim(cx - 1.9, cx + 1.9)\n", " ax[r, col].set_ylim(cy - 2, cy + 2)\n", " ax[r, col].set_aspect(\"equal\")\n", " ax[r, col].set_xlabel(\"x [µm]\")\n", " ax[r, col].set_ylabel(\"y [µm]\")\n", "fig.colorbar(im_lin, ax=ax[0, :], label=\"|E|² (norm)\", shrink=0.7)\n", "fig.colorbar(im_log, ax=ax[1, :], label=\"|E|² [dB]\", shrink=0.7)\n", "fig.suptitle(\"z-plane |E|² in true grid coordinates — three engines, one problem; the gap is in beamz's S-parameters\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "35da1817", "metadata": {}, "source": [ "In **true coordinates the three field maps are comparable**: the guided lobe\n", "has the same ~0.4–0.7 µm lateral FWHM in every engine at matched stations\n", "along the bend, and all three peak at the same spot on the output guide. We\n", "audited the *setup* end-to-end for this device: the identical polygons reach\n", "every engine (beamz's rasterized core measures 0.48 µm vs the 0.50 µm drawn —\n", "grid quantization), the launched TE0 is the same (previous figure), and the\n", "materials agree at 1.55 µm to <0.001. What remains different are documented\n", "engine floors: beamz's uniform grid + own guard band vs the references'\n", "adaptive/graded meshes, constant vs dispersive materials, vertical vs 85°\n", "sidewalls. (Note how tidy3d and Lumerical even share the exact same domain,\n", "x −1…2 µm × y −2.5…3 µm — both are built from `bounds + buffer`.)\n", "\n", "The disagreement is not a different simulated structure, and it is not visible\n", "in the field picture; it is in the **energy accounting**. tidy3d and Lumerical\n", "both report S21 ≈ −5.6 dB where beamz's finest mesh says −2.0 dB, and the\n", "convergence curves above show beamz never trending toward the references.\n", "\n", "### Converged ≠ correct\n", "\n", "As an energy budget at 1.55 µm: tidy3d (S21 −5.6, S11 −27.6 dB) and Lumerical\n", "(S21 −5.63, S11 −27.7 dB), two independent implementations agreeing within\n", "0.03 dB, put a stable ~**72 %** of the input into radiation and mode\n", "conversion; beamz's estimate swings with mesh (roughly 35–55 % lost) and never\n", "reaches it. The gap is a **model** limit: the references do a multi-mode modal\n", "decomposition at the ports, while beamz's v1 adapter uses single-mode,\n", "per-direction normalization that under-counts mode conversion. beamz is\n", "accurate for straights and *adiabatic* transitions (it matches the\n", "`10_cookbook` Si→SiN escalator within ~0.1 dB), but a sharp, radiative bend is\n", "beyond what its v1 normalization handles.\n", "\n", "**Lesson:** a convergence sweep is necessary but not sufficient. For anything\n", "strongly multi-mode or radiative, cross-validate against a second engine before\n", "you trust the number; here two references agree, which settles it.\n", "\n", "## Recap & next\n", "\n", "`sweep` finds the coarsest converged mesh; `run_cached` makes repeats free; and\n", "convergence alone doesn't guarantee correctness, so cross-check a second engine\n", "on hard devices. Next: **`07_choosing_an_engine`**, the same job on beamz,\n", "tidy3d, and Lumerical, and how they line up." ] } ], "metadata": { "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" } }, "nbformat": 4, "nbformat_minor": 5 }