{ "cells": [ { "cell_type": "markdown", "id": "3bba7987", "metadata": {}, "source": [ "# 07 · Choosing an engine — three solvers, one job\n", "\n", "In gds_fdtd, **one** `(component, technology, spec)` runs on **any** engine and\n", "returns the **same** `SMatrix`. This notebook takes a single device, runs it on\n", "all three engines —\n", "\n", "| Engine | Where it runs | Cost | Good for |\n", "|--------|---------------|------|----------|\n", "| **beamz** | your CPU/GPU (JAX) | free (Apache-2.0) | prototyping, no account, full control |\n", "| **tidy3d** | the cloud | FlexCredits | fast, broadband, big jobs, no local hardware |\n", "| **Lumerical** | your workstation | a license seat | the foundry-standard reference |\n", "\n", "— and asks whether they agree.\n", "\n", "The testbed is the **SiEPIC EBeam `ebeam_y_1550`** 1×2 y-branch, loaded\n", "straight from the KLayout/SiEPIC PDK, with no gdsfactory involved: the same\n", "solver-agnostic `Component` drives every engine, and beamz reads the\n", "KLayout-sourced polygons through a component shim like the others.\n", "\n", "> **These results are recorded artifacts.** Each engine was run once\n", "> (`solver.run_cached(...)`) and the resulting `SMatrix` saved under\n", "> `recorded/`. This notebook *loads* them, so it re-executes in seconds, for\n", "> free, on any laptop — nothing here spends a credit, a license, or much\n", "> memory. See `recorded/PROVENANCE.md` for versions, date, and cost." ] }, { "cell_type": "code", "execution_count": 1, "id": "9d460f18", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:56.251455Z", "iopub.status.busy": "2026-07-20T01:54:56.251292Z", "iopub.status.idle": "2026-07-20T01:54:56.877079Z", "shell.execute_reply": "2026-07-20T01:54:56.876511Z" } }, "outputs": [], "source": [ "from pathlib import Path\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from gds_fdtd.smatrix import SMatrix\n", "from gds_fdtd.spec import SimulationSpec\n", "from gds_fdtd.technology import Technology\n", "from gds_fdtd.validation import compare_smatrices\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", "HERE = _find(\"examples/07_choosing_an_engine\")\n", "ENGINES = (\"beamz\", \"tidy3d\", \"lumerical\")" ] }, { "cell_type": "markdown", "id": "0ddc4eaf", "metadata": {}, "source": [ "## 1 · The device\n", "\n", "`ebeam_y_1550` is the canonical silicon TE-1550 y-branch: one input (`opt1`,\n", "facing −x) splits into two outputs (`opt2`, `opt3`, facing +x). We load it\n", "with the KLayout reader — the identical geometry every engine will see. If\n", "you don't have the SiEPIC PDK installed (`pip install siepic_ebeam_pdk`), the\n", "geometry view is skipped and we go straight to the recorded S-parameters." ] }, { "cell_type": "code", "execution_count": 2, "id": "f8cb78a9", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:56.879366Z", "iopub.status.busy": "2026-07-20T01:54:56.879180Z", "iopub.status.idle": "2026-07-20T01:54:58.922329Z", "shell.execute_reply": "2026-07-20T01:54:58.921445Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SiEPIC-EBeam-PDK Python module: siepic_ebeam_pdk, KLayout technology: EBeam\n", "KLayout SiEPIC-Tools version 0.5.31\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "SiEPIC-Tools is up to date (0.5.31 vs 0.5.31).\n", "Version check, time: 0.29370880126953125 seconds\n", "SiEPIC-EBeam-PDK Python module: pymacros, v0.4.53\n", "Libraries associated with Technology EBeam: ['EBeam', 'EBeam-ANT', 'EBeam-Dream', 'EBeam-SiN', 'EBeam_Beta']\n" ] }, { "data": { "text/html": [ "
18:54:57 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": [ "ebeam_y_1550: ports ['opt1', 'opt2', 'opt3']\n" ] } ], "source": [ "tech = Technology.from_yaml(_find(\"examples/tech.yaml\"))\n", "component = None\n", "try:\n", " import os\n", "\n", " import siepic_ebeam_pdk as pdk\n", "\n", " from gds_fdtd.lyprocessor import load_cell\n", " from gds_fdtd.simprocessor import load_component_from_tech\n", "\n", " gds = os.path.join(os.path.dirname(pdk.__file__), \"gds\", \"EBeam\", \"ebeam_y_1550.gds\")\n", " cell, _layout = load_cell(gds, top_cell=\"ebeam_y_1550\")\n", " component = load_component_from_tech(cell=cell, tech=tech)\n", " component.name = \"ebeam_y_1550\"\n", " print(f\"{component.name}: ports {[p.name for p in component.ports]}\")\n", "except Exception as e: # noqa: BLE001 - geometry is optional for the comparison\n", " print(f\"(SiEPIC PDK not available — skipping geometry views: {e})\")" ] }, { "cell_type": "markdown", "id": "f1f14181", "metadata": {}, "source": [ "## 2 · Geometry and stack the engines share\n", "\n", "The top-down view (ports, devrec bounds, FDTD region) and the vertical\n", "material stack. Both are engine-agnostic — this is exactly what gets handed to\n", "beamz, tidy3d, and Lumerical alike." ] }, { "cell_type": "code", "execution_count": 3, "id": "c99c42a9", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:58.923732Z", "iopub.status.busy": "2026-07-20T01:54:58.923514Z", "iopub.status.idle": "2026-07-20T01:54:59.457657Z", "shell.execute_reply": "2026-07-20T01:54:59.456856Z" } }, "outputs": [ { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from gds_fdtd.plotting import plot_component, plot_permittivity, plot_tech_stack # noqa: E402\n", "\n", "if component is not None:\n", " plot_component(component, spec=SimulationSpec(buffer=0.8))\n", " plt.show()\n", " plot_tech_stack(tech, wavelength_um=1.55)\n", " plt.show()\n", " # what the mesh actually resolves (coarse grid — just for the picture)\n", " plot_permittivity(component, dx=0.05, axis=\"z\")\n", " plt.show()" ] }, { "cell_type": "markdown", "id": "4aceb92d", "metadata": {}, "source": [ "## 3 · Running each engine\n", "\n", "Running is the same three lines on every engine — only `run()` (here wrapped\n", "in `run_cached`, which stores the result so repeats are free) spends anything:\n", "\n", "```python\n", "from gds_fdtd.solvers import get_solver\n", "spec = SimulationSpec(wavelength_start=1.5, wavelength_end=1.6,\n", " wavelength_points=5, mesh=6, z_min=-1.0, z_max=1.11, buffer=0.8)\n", "smatrices = {\n", " name: get_solver(name)(component, tech, spec).run_cached(\".gds_fdtd_cache\")\n", " for name in (\"beamz\", \"tidy3d\", \"lumerical\")\n", "}\n", "```\n", "\n", "We kept it **small** — mesh 6, five wavelengths, a tight domain (~3 M cells,\n", "~0.15 GB) — so the local engines stay well under a laptop's memory. Below we\n", "load the `SMatrix` each of those runs produced." ] }, { "cell_type": "code", "execution_count": 4, "id": "0d3a4d9c", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:59.460478Z", "iopub.status.busy": "2026-07-20T01:54:59.460190Z", "iopub.status.idle": "2026-07-20T01:54:59.471235Z", "shell.execute_reply": "2026-07-20T01:54:59.470618Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "beamz : 3 ports, 5 wavelengths\n", "tidy3d : 3 ports, 5 wavelengths\n", "lumerical: 3 ports, 5 wavelengths\n" ] } ], "source": [ "smatrices = {\n", " name: SMatrix.from_npz(str(HERE / \"recorded\" / f\"ybranch_{name}.npz\")) for name in ENGINES\n", "}\n", "for name, sm in smatrices.items():\n", " print(f\"{name:9s}: {sm.n_ports} ports, {sm.wavelength_um.size} wavelengths\")" ] }, { "cell_type": "markdown", "id": "ba8be9f3", "metadata": {}, "source": [ "## 4 · Do they agree?\n", "\n", "A y-branch's figure of merit is its **input split**: how power from `opt1`\n", "divides into the two arms (`opt2`, `opt3`). An ideal lossless splitter gives\n", "−3.01 dB into each. This is the metric all three engines resolve cleanly, so\n", "it's the one we compare." ] }, { "cell_type": "code", "execution_count": 5, "id": "4b6500e2", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:59.473080Z", "iopub.status.busy": "2026-07-20T01:54:59.472886Z", "iopub.status.idle": "2026-07-20T01:54:59.479062Z", "shell.execute_reply": "2026-07-20T01:54:59.478652Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "input split — mean transmission (dB):\n", " engine opt2←opt1 opt3←opt1\n", " beamz -3.206 -3.293\n", " tidy3d -3.233 -3.233\n", " lumerical -3.249 -3.249\n", "\n", "==> three engines agree on the split to 0.159 dB (worst pair, any wavelength)\n" ] } ], "source": [ "print(\"input split — mean transmission (dB):\")\n", "print(f\" {'engine':10s} {'opt2←opt1':>10s} {'opt3←opt1':>10s}\")\n", "for name, sm in smatrices.items():\n", " s21 = float(np.mean(sm.magnitude_db(out=2, in_=1)))\n", " s31 = float(np.mean(sm.magnitude_db(out=3, in_=1)))\n", " print(f\" {name:10s} {s21:>10.3f} {s31:>10.3f}\")\n", "\n", "# worst pairwise disagreement across engines on the split, per wavelength\n", "worst = 0.0\n", "for out in (2, 3):\n", " vals = [np.asarray(sm.magnitude_db(out=out, in_=1), float) for sm in smatrices.values()]\n", " for i in range(len(vals)):\n", " for j in range(i + 1, len(vals)):\n", " worst = max(worst, float(np.max(np.abs(vals[i] - vals[j]))))\n", "print(f\"\\n==> three engines agree on the split to {worst:.3f} dB (worst pair, any wavelength)\")" ] }, { "cell_type": "markdown", "id": "0dfb7ca5", "metadata": {}, "source": [ "The three independent FDTD engines — a free JAX kernel, a cloud solver, and a\n", "commercial one — land within a few hundredths of a dB of each other and of the\n", "−3 dB ideal, on the identical job." ] }, { "cell_type": "code", "execution_count": 6, "id": "8cbe2c8d", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:59.480616Z", "iopub.status.busy": "2026-07-20T01:54:59.480535Z", "iopub.status.idle": "2026-07-20T01:54:59.559547Z", "shell.execute_reply": "2026-07-20T01:54:59.558939Z" } }, "outputs": [ { "data": { "image/png": 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MGVPvCP358+crWVlZSlJSkjJhwgTF3NxcOX78uPaYubm5ipmZmTJ79uw6I1hjYmIUBwcHJTAw8JojhFtDa5/737WVgV3XivnyuW/fvr3W9rKyMgVQ/v3vf1+3raLUjLw3MzNTpk+frhw9elQpKSlRzp07pyxbtkwZPHiwdjBTY9vVp7HPnTVrluLh4VHn+d98840CKKdOndJuuzxS/9VXX1UyMjKUc+fOKQ899FCTZido7Gs1Jv4dO3YoM2fOVLZt26ZkZWUpJSUlyqpVqxQLCwvl2WefbfBnoyiK0rdvX6VTp07K4cOHlYKCAmXZsmXK8OHDFV9f31q/h00554bOT1EUZc6cOYqFhYXy0UcfKefPn1dKSkqUmJgYZf78+cozzzzT5Hb1GTp0qNKjRw8lPT29zr7x48crNjY2ym+//aYUFBQohw4dUnr27Km4uroqFy5cuOZxN27cqBgaGirPPfecUlBQoJw9e1YZPny44unpqWRnZ9dqO3LkSAVQqqqq6j3WtQZ2RUZGKrNmzVJ2796t5OTkKNnZ2cqSJUuUDh06KL6+vnVmKHj++eeV3377TcnJyVHy8/OVn3/+WbGzs1Neeumla56PotTMAjNq1CjF0dFRWb16tVJYWKjs3r1bGT9+fKNmJ6iqqlISEhKUiIgIRaVS1RnMJ9o+KWJFu3Tu3DnlnnvuUZydnbVTvLzyyitKWVmZts3VBco777yjuLu7K6ampkpYWJgSGRlZ55g//PCD4uvrqxgZGdWaJeCJJ5645mwCjZ3RoLm05rkrSs0UNw2d+2effdYap1yvhmJuriJWURQlNjZWueuuuxRXV1fFxMRE8fHxUe68805lz549N9TuRl+jKYWloijKTz/9pAQGBiomJiZKUFCQ8ueffypvvPGGAtQq+m+2iG1M/FVVVcpvv/2mjBw5UnF0dFSsrKyUHj16KB988EGDRdRl586dUyZPnqzY2dkpdnZ2yowZM5SMjAwlICCgzoepxp7ztYpYRVGUxYsXK2FhYYq1tbViaWmp9OjRQ3nllVfqfIBtbLu/O3LkiDJw4EDFzMxMAZQxY8Zo95WXlyuvvfaa4uvrqxgbGytOTk7K3XffrZw9e/aax7xs48aNSmhoqGJubq7Y2dkp06dPV86cOVOnXX1F7Mcff9zgdX51sVhdXa0sW7ZMuf322xUnJyfFxMRE6dKli/J///d/dQpYRVGUM2fOKPfee6/SoUMHxcrKShk8eLDy+++/N+p8FEVRioqKlMcff1xxcnJSLCwslLFjxyrnzp1TgoODrzs7gYGBgeLp6amMHz9e2bVrV6NfU7QdKkVpB4u7C3EDNmzYQHh4ONu3b2f48OG6DqdV3crnLur3j3/8g99//52CggJdh9JqbsVzFqI9kT6xQghxi6uoqGDt2rV1Vk5qz27FcxaivZEiVgghbiHnz5/nscce49ixY5SWlhIbG8u0adPIzs5ut1MM3YrnLMStQIpYIYS4hXh5edG/f38eeeQRXFxcCAsLo7y8nO3btzNgwABdh9cibsVzFuJWIH1ihRBCCCGE3pE7sUIIIYQQQu9IESuEEEIIIfSOka4DaC80Gg0XLlzA2tq6SctZCiGEEEKIKxRFoaioCHd392uuYilFbDO5cOECXl5eug5DCCGEEKJdSElJwdPTs8H9UsQ2E2tra6DmB25jY9Oir6XRaMjKysLZ2fman1BE2yD50j+SM/0jOdMvki/905o5KywsxMvLS1tbNUSK2GZyuQuBjY1NqxSx5eXl2NjYyMWvByRf+kdypn8kZ/pF8qV/dJGz63XPlN8cIYQQQgihd6SIFUIIIYQQekeKWCGEEEIIoXekiBVCCCGEEHpHilghhBBCCKF3pIgVQgghhBB6R4pYIYQQQgihd6SIFUIIIYQQekeKWCGEEEIIoXekiBVCCCGEEHpHilghhBBCUJSWzvmdURSlpes6FCEaxUjXAQghhBBCt47/tIxNc15D0WhQGRgw+rO36XH/dF2HJcQ16V0RW1hYSHR0NMXFxQQFBREQENCo50VFRZGQkMDYsWNxdXWts7+oqIjIyEjy8vLw9vYmJCQElUrV3OELIYQQbUpRWrq2gAVQNBo2PfUanW4fgrVH3b+XQrQVelXEfvnll7z//vsEBQVhZGTEtm3biIiI4Oeff8bIqP5T2bBhAy+++CJqtZrY2Fi2b99ep4jdvHkzM2bMwN/fHx8fH/bt24ejoyNbtmzBycmpNU5NCCFuWlp2IafTcuns4YCHk42uwxFtnEat5tz2fUR/+LW2gL1MUWs4+MWPhD7/OGZ28rsk2ia9KmK9vLyIj4/H3NwcgISEBLp27cqMGTOYPHlyvc9Rq9X8+OOPODk54eXlVW+b559/nnHjxvHLL78ANXdl/fz8+OKLL/j3v//dIucihBDN6ePf9vLOzztQFDBQqfj4qXHcM6aXrsMSbVDe6fPELf6D2F/+uGb/14Offs+RhYvxDb+N4Lsm0WnUEAxNTFoxUiGuTa+K2AkTJtR67OHhgZGREeXl5Q0+Z/z48QCkpqY22EatVuPu7q59bGVlhY2NDZq/fTIVQoi2QqNROJR4gfWRiazee4LTF/Ku7FMUnv50LR7ONgzv3Um6RgmqSstIXLWRmJ9XkLI7WrvdzN6WrjMiMLO3Jeq/X6Koa/rE+kWMIi/xNNknTpG4cgOJKzdg7mBH4LTxBM2chFv/nvJ7JXROr4pYgLS0NDZv3kxhYSFLlixhypQpTJ069aaO+emnn/KPf/wDIyMjOnbsyObNm/H09GTu3LkNPqeiooKKigrt48LCQgA0Gk2LF78ajQZFUaTI1hOSL/3TVnNWWl7F7mNnWR99ik37k8jKL2mwraLAtFeX0MnNnglhAUQMCqBXF7d2W3i01ZzpkqIoXDxwjLhf/iBh+Voqiy79vqhUdBwxiG73TsVv/EiMzEwB6H7/dPJPn8Ouc0esPVxRFIXM4yc4sXQVJ5atpTQzmyNf/8KRr3/B3rcjXe+cSNc7J2LXqf5vOa9F8qV/WjNnjX0NnRaxe/bsISkp6Zptpk6dirW1tfZxbm4uO3bsIDs7m7NnzzJy5EgMDG5uprAOHTrg7u7O5s2b6dy5M0eOHGHMmDHabgv1mT9/Pm+++Wad7VlZWde8M9wcNBoNBQUFKIpy0+cuWp7kS/+0pZzlFJax81gK24+eY19cGuWVau0+K3NjhnT3pLefC/9ZEoVGqf1cEyMDzlzM47PlUXy2PApXB0tu7+PD6H4+9PLrgGE7+n1sSznTtbLsXE6v3EjysnUUJJ/TbrfycsN36jh8p4zF0t0FgNzCAii81MDYANOATpQBZZmZAKjcnAh65mEC59xP+r7DnF65kfObd5OXfI59737Gvnc/w7lPNzpPHkPHcSMwbWT/WcmX/mnNnBUVFTWqnUpRFOX6zVrGt99+y549e67Z5v3336dDhw717ktKSqJ37968//77zJ49+5rHSU1NxcvLi+3btzN8+HDtdrVaTZcuXRg7diwLFiwAoLi4mN69ezNhwgQ+/vjjeo9X351YLy8v8vLysLFp2U7wGo2GrKwsnJ2d5eLXA5Iv/aPLnCmKQlJqLuujE9kQfYqDCWlc/S7t6WzDmIFdGDuwC4O6eWNibAjA4k3H+Nfn61FrFAwNVHzwZDiTh3Rly8Fk1uw7yeYDSZSWV2mP08HeknEh/kSEBTKouzdGhvr9u3mrX2fqqirObNpF7OI/OL1hB4q65sOOkbkZ/pPG0O3eKXiG9UfVDD+byqJiTq3eQvxvf3F+RySXf0ENTYzpNGY4QTMn0mn0MIxMG+4/e6vnSx+1Zs4KCwuxt7enoKDgmjWVTovY5jBs2DA6duzIzz//fM12DRWxKSkpeHt7s2HDBsaMGaPdPnv2bA4cOMDBgwcbFUdhYSG2trbX/YE3B41GQ2ZmJh06dJCLXw9IvvRPa+dMrdaw/0QqG6JPsT4ykeQLubX29/RzJTzEn7EDu9Cts0uDXQLSsgs5cyGPTu72dWYnKKuoYvvh06zee5IN0YkUllz5EO5gY054iD8TBgUwrHcnTI31rqfZLXudZZ9IInbxCuJ+XUlpVo52u9uAXnS/ZwqBU8djamt9jSPcnKIL6ZxYtpb4JSvJij2p3W5mb0vAHeEE3TUJj5A+dX5nb9V86bPWzFljayq9eaeqrq4mKysLNzc37bbCwkISEhIYOnSodtu+ffvIyspi0qRJjTquq6srJiYmxMbG1ipiY2Ji8Pb2br4TEEKIqxSXVbL98Gk2RJ9i0/5T5BaWafcZGxkwpKcPYwd2YexAfzycG/fB2MPJpsGptcxNjRkXGsC40AAqq9TsPnaW1XsTWBeZSE5hKb9sOsYvm45hbWHKmAF+TAgLZGRfXyzMjJvlfEXzqSgsJmHFWmIWreDi/qPa7RbOjgTfPZlu90zFqatfq8Ri7e7KgLkPM2Duw2TGJhC/ZBUnfl9N8cVMjn2/lGPfL8W2kxdBd04keOYk7P18WiUucWvQmzuxFRUV9OnThxEjRhAUFER+fj6LFi1CpVKxa9cu7XyujzzyCFFRUcTGxgI1XQ727NlDXl4ezz77LC+88AKBgYH06tWLXr16AfDOO+/wzjvv8Pjjj9O5c2c2bdrEpk2b2LVrF/369WtUfHInVjRE8qV/WipnF3OK2Bh9ig3Riew6epaKqiv9W+2szBjV34/wEH9G9O2MjYVps73utVSrNUTGnmf13gTW7DtJRm6xdp+FqTEj+/kSERbIqAF+rRbTjWjv15mi0ZCy5wAxi5aTuHIj1WU1Yy9Uhob4jh1Ot3un0nnMMAyNdf+hQ6NWc35XFPFLVpG4ahNVJaXafW79exI0cxL+U8IpVle123y1R23xTqzeFLEA5eXl/Prrrxw5cgRLS0t69+7N1KlTay108MMPP5CcnMy8efOAmsFj3377bZ1jTZ48udbcsrt372bjxo3k5OTQsWNH7rnnHjw9PRsdmxSxoiGSL/3TXDlTFIUTZ7NYH53I+qhEjiRerLXfx9WupptAiD8DgzwxNjK82dBvikajcDAhjdV7E1i9N4GUzALtPhMjQ0b06cSEsEDCQ/yxt2544KsutNfrrDD1InG//EnM4hUUnEnRbncM8KXbfdMImjkRKxdnHUZ4bZUlpSSt2UL80lWc3bpXu6iCgZER7sMG0vv+6fiNuzJDgmi7pIhtx6SIFQ2RfOmfm8lZVbWayNgUNlwamHUuPb/W/r4B7owN8WdciD8B3k5tdsorRVE4lpTOmn0JrN57kqTUK/0tjQwNGNyjIxFhgYwL9aeDvZUOI63Rnq6z6vIKktZsIWbxH5zdukc7cMrE2pLAqePpft80vZyntTgji4Rla4hbsorMY/Ha7aa21gTcMZagmZPxHNS3WQafieYnRWw7JkWsaIjkS/80NWeFpRVsO5jM+qhENh9MpqD4yjR7psaGDO/dibEh/owe4IerQ8sNsmkpiqJw8ny29g5t3JlM7T4DAxUhQV5MCAtkQliAzpa7bQ/XWcaxeGJ+Xs6J31dTnnflLrjXkIF0v28qXSaOxsTSQocRNp/MuJMc/G4J59Zuo/iqVcNsvD1q+s/eNQkH/846jFD8nRSx7ZgUsaIhki/905icpWYW1MwmEJXI3phzVFVfmZzb0caC0QNq+rcO79MJS7P2tVRnclrupTu0CXW6SPQNcCciLJCIsEB83OxbLSZ9vc7KcvI48ftqYhatIPP4Ce12aw9Xus2aQvA9U7Dv3P4GGV/Ol7OTE2l7DxK3dBWJKzdcWZABcO3TjaCZkwmcNh7LDo46jFaAFLHtmhSxoiGSL/1TX84URSHmdAbrIxPZEJ3I8eSMWs/x83QkfGAXwkP86RfogaGez7vaWKmZBazZd5LVexOIjk+pNadt984uTLhU0AZ4O7VoHPp0nWnUas5t20vMzytIWrsFdWXN/L2GJsZ0iRhFt3un0nHEIAwMddtHuiXVl6+q0jKS1m4l/re/OLN5t3auW5WhIZ1GDSF45iR8x4/E2NxMl6HfsqSIbcekiBUNkXzpn8s5s7N3JDIuhXWXCtcL2VdWkVGpYGCQV800WCH+dPGUO0XpuUWsi0xk9d4E9h4/h/qqJcT8vZyICAsgIizwmnPd3ih9uM7yks8Ru/gPYn/5g+ILVz4EdegZRPd7p9J1RgTmDna6C7AVXS9fJZk5JCxfS/zSlaQfjtVuN7G2xH/yWIJnTsJryADpP9uKpIhtx6SIFQ2RfOmX/KIyNu0/xapdseyJTaO4rFK7z8LUmOF9OhF+qX+rk62lDiNt23IKStkQXVPQ7jhyplZ3Cx9XOyLCApkQFkjfAPdmKWjb6nVWWVJK4soNxPy8gtS9B7TbzRzsCJoRQbd7p+LSM0iHEepGU/KVczKZ+CWriP/tLwpTLmi3W3u6EXRnBEEzJ7favLi3Mili2zEpYkVDJF9t37n0fNZH1UyDFRl7vtYdRBd7S8Zc6iYwpKcP5qa6n4dT3xSWlLNxfxKr9yaw7VAyZRXV2n3uTtZMGFTT5WBgkOcNd8NoS9eZoihc2H+U2EXLSVix7ko/T5WKTrcPpvu90/AdP/Kay7K2dzeSL0WjIXXfIeKXruTknxuoKLjyzYhLr2CCZk4kcPqENj3lmD6TIrYdkyJWNETy1fZoNApHTl1gQ1TNwKwT57Jq7Q/0dmJodw+m3NaTvgGeGBjo11RGbVlJeSVbDyazem8CG/cnUXLVnW5nO0vGh/ozISyQwT06Nmne3LZwnRVnZBH360piF60gN/G0drtdZ2+63TOV4LsnY+Ppdo0j3DpuNl/V5RUkr9tG3NJVnNm0C011zQcjlaEhPrcNIuiuyXSZcDvGFm1rPmN9JkVsOyZFrGiI5KttKK+sZtfRM2yIPsWG6FO1VqYyNFAR2s2b8BB/xgzsQkcXW8lZKyivrGbHkdOs3nuSDVGJ5F81NZmdlRnhIf5EhAUyvE8nTI2vvUq6rq4zdVUVpzfsIGbRCk5v3KkdjGRsYY7/HWPpfu80PMP66d2cri2tOfNVmp1Lwop1xC9dxcUDx7Tbja0s8Z80mqCZE/EeGtKuB8q1Bili2zEpYkVDJF+6k1NQyqYDSayPSmT7odOUVlRp91mam3B7X1/GhnRhVH+/WitQSc5aX1W1mj3Hz7F6bwLrIhPJyr8y1ZKVuQljBnRhQlggI/t1rnfKstbOWXb8KWIWryB+ySpKs64sBOE+sDfd751KwJRxmNrofhGItqql8pV76gzxS/8i/rdVFJxN1W63cneh64wIgmdOwrlbQLO93q1Eith2TIpY0RDJV+tKSs3Rzt+6/0Qqmqv6t7o7WTN2oD/hIV0I69Gxwbt7kjPdUqs1RMWnsHpvAmv2nuRizpW+j+amRozs60tEWCCjB3bBxqJmudLWyFlFQREnlq8ldtFyLh48rt1u0cGJbrPuoNs9U3AM8G2R125vWjpfiqKQFnWY+CWrSPhjHRX5hdp9zt0CCLprMkEzJmDl5tLsr91eSRHbjkkRKxoi+WpZarWGgwlprI8+xYboRE6l5NTa372zC2NDagZm9fB1bdTXupKztkOjUTiUeIE1l1YLu3oZXxMjQ4b19iEiLJAxA/yoLi9u9pwpGg3nd0UTu3gFiSs3Ul1eAYCBkRGdxw6n+33T6DRqCIbGMuCvKVrzGquuqOT0hu3ELVnF6Y070VTVfCOjMjDAe3gowXdNokvEKEysZLaRa5Eith2TIlY0RPLV/ErKK9l55AzroxLZtD+J7IJS7T4jQwMG9+hYU7gO9Mezg22Tjy85a5suLzixek8Cq/cl1PrAYmigon+AG1NGdGfCoEBcHG7uq/zClAs1c7ou/oOCc1e+lnYM9KP7/dMIunOSrCJ1E3R1jZXl5HHyzw3ELV3FhajD2u3GFub4RYwi+K5JdBweioHRtftg34qkiG3HpIgVDZF8NY+M3GI27a/pJrDz6FnKK69M02Rjacro/n6MHejPyH6dsbG8uRV9JGf6IeF8FmsuFbSxpzO12y8vRBERFsiEQQGN/iBTXV7BqdWbiVm0gnPb93F5+TETGyu6TptA9/um4tq3hwzSagZt4RrLO32e+KWriF+6ivzT57XbLV2c6TpjAkF3TaJD966S70ukiG3HpIgVDZF83RhFUTiZkn1pmddTHDqZVmtJU28X20v9W/0J7ebVpOmYrkdypn+S03JYuukQO46lcjjxYq19vf3diLi0/G1nd4da+xRFIeNoHLGLVhD/++pafSe9h4XQ/b5pdIkYJVM1NbO2dI0pisLFA8eIW7KShBXrKM/N1+5z6tqFoLsmEXTnRKw9XHUXZBsgRWw7JkWsaIjkq/Gq1Rqi41O0heuZi3m19vf2d2PsQH/GhfjT1ce5xe6QSM70z9U5u5hTzJp9J1mzN4HIuPO1PvwEd+pQMygsyJWqvXuJXbSCrNiT2v02Xu4EXxqkZefjpYMzuTW01WtMXVnJ6U27iF+yiuT121BXXprRRKXCe+hAgu+ajP+k0ZhY33ozT0gR245JESsaIvm6tqLSCrYfPs36qFNsPpBEXlGZdp+JkSFDe/lol3l1d2rZa+syyZn+aShnmXnFrIusWf52z5HTeOem0SM9iS45KRgqNUvhGpiY4D9pNN3vm0rHYaGoJOctTh+usfK8Ak6u3ED8klWk7juo3W5kbobf+JEE3zUJn5GDb5n+s22xiL01fvJCiDblQnZhzaIDUYnsPnaOymq1dp+9tTmjB/gRHuLPiD6dsTK/dZfmFDevg70Vk/wd6Lz/Irclrqc0/crqbBetHDnu6ke8cydcVS5MSC4jwvUCfQM8ZJU2gZm9LT0fvJOeD95J/tkUTvy2mrilq8g7dYaE5WtJWL4WC2dHuk6v6T/r0itY+s+2MrkT20zkTqxoiOSrps9Z3JlMNkQlsi4qkWNJ6bX2d3a3JzzEn7ED/RkQ5ImRoW5/TpIz/fP3nFUWl5C4ciMxPy+vdRfN3MGOoJmT6DQtgsOlhqzem8CWg0mUVVwZKOjmaM34QQFEhAUSGuyFoY5/H9sjfb3GFEUh/XAM8UtWcWLZGspyrnR5cgzwJWjmRLreORFbbw8dRtky2uKdWClim4kUsaIht2q+qqrV7I05z4boRDZEnSIls0C7T6WCfoEe2sLV38uxTd3BuFVzps80Gg0ZGRlUn0kjbvEfJKxYR1VJzdRrKgMDOo0aQrd7p+EbPgIj09p390vLq9h6KJk1exPYEH2K4rJK7T4nWwvGhdYsfzukp0+zDiC8lbWHa0xdVcXZLXuIW7KS5HXbtHMIA3gNHkDQXZMImDwWU1trHUbZfKSIbcekiBUNuZXyVVBczpaDyWyITmTLwWQKS668qZubGjGsdyfGhfgzqr8fHezb7sCIWyln7UFxeiaxv/zJsR9/p/BMina7nW9Hut87leC7J2Pt3riR5RVV1ew8cobVexNYH3WqVh9tWyszxg7sQkRYICP6dMbMRHrk3aj2do1VFBSRuGojcUtWkbI7Wrvd0NQEv3EjCbprkt4viiFFbDsmRaxoSHvPV0pGAeujE1kflci+mPNUqzXafc52lowZ4MfYEH+G9eqEhZl+vIG395y1B+rKSpLXbyd28R+c3rQLRV3Tr9rY0oKAKeF0v3cqHqF9b+oO/+VvE1bvTWBd5Eky80q0+yzNTRjd34+IsEBG9vOVvttN1J6vscKUC8T/9hfxS1aRczJZu93c0Z7AaeMJvmuSXs43LEVsOyZFrGhIe8uXoigcPXWxZmBWdGKtSeYB/L2cCA/xJzykC3383fWyP2F7y1l7khWXSMyi5cQvWVWrP6J7SB86ThpFv/umY2bb/O/BarWG/SdSWb03gTX7TpKWdWU+WTMTI27r25mIsEDGDuxy04tt3ApuhWtMURQyj8UTt2QVJ35fTWnWlRXm7Lt0IujOiQTNnKg3U7lJEduOSRErGtIe8lVRVc2eY+dYF5XIxuhTXMwp0u4zMFAREuTF2JAujB3oj6+HwzWOpB/aQ87ak/L8Qk4sW0Ps4hWkH4rRbrd07UC3WZPpNmsKdn4+rZYzRVE4nHiB1Xtr5qK9ej5jYyMDhvXqRERYIOEh/jjaWrRoLPrqVrvGNNXVnN22l/glqzi1ZgvVZeXafR6hfQm+axIBd4RjZt/0ZbJbixSx7ZgUsaIh+pqv3MJSNh9IZn1UItsOn6bkqsEulmbG3NbXl7EhXRjd3w8Hm/b1h1pfc9aeKBoN53dGEbNoBaf+2qQdNGNgbIxv+Ai63zeVTrcP0c7RqaucXZ55Y/XeBFbvTeDk+WztPkMDFYO6dyQiLIDxgwJwdWgfA3yaw618jVUWFZP41ybilqzi/M4o7fLGhibG+IbfRtDMiXQeMwxDk7bVRUWK2HZMiljREH3K15mLeZdWy0okKi4FtebK24Oro1XNMq8DuzC4p0+7HtSiTzlrbwrOpRL7y5/ELv6DwvNp2u1OQf50v38aQTMmYuFc925/W8lZYkp2TZeDvQkcT87QblepYEBXTyLCApkwKBAvl7Z7x601tJV86VpRWjrxv68mfskqsuMTtdvNHOwInDKOoLsm4T6gV5voPytFbDsmRaxoSFvOl0ajcCjxgrZwvfouEtQs0Tl2YBfCQ/zp6ed2y0wA35Zz1h5VlZVzavVmYn5ezvkdkdrtprbWdJ0eQff7puLSu9s1/5C3xZydvZjHmn0nWb03gYMJabX29eriRkRYIBFhge2iC05TtcV86ZKiKGTFJlzqP7uGkvQrYw3sOntf6j87CXvfjjqLUYrYdkyKWNGQtpavsooqdh49w4aoU2zcf6rWiGsjQwMGdfdm7EB/xg7sQkdXO90FqkNtLWftkaIoZByJJebnFZxYtpqKgiv9rDuOGET3e6fhF3E7xuaNGyTV1nOWll3I2n01fWgj41LQXPUtR5BPByLCahZXCOzo3CbuurW0tp4vXdKo1ZzbEUn8kpWc+mszVaVXpnlzH9iboJmTCJwSjrmjfevGJUVs+yVFrGhIW8hXVn4Jm/afYn3UKXYcOV1rdSJrC1Nu7+dLeIg/I/t2xs7aXCcxtiVtIWftVWlWLvG/rSJm0R9kx53Ubrfx9qDbPVPoNusObDt6Nvm4+pSzrPwS1kWeZPXek+w+drbWtHS+Hg6XuhwE0KuLW7staPUpX7pUWVzCqTVbiF+yinPb96Foan5XDIyN6TxmKEEzJ9e7gEdLkCL2JlVUVPDdd9+xceNGiouLCQ4O5qmnnsLPz6/B52RmZvLll1+yb98+jIyMGDx4ME899RSWlpa12m3fvp3PP/+cjIwMunfvzquvvoqHR+OXjZMiVjREV/lKTMlmQ9Qp1kclciAhlauvdE9nG8aG+BMe4s+gbt6YGMsqRFeTa6x5aaqrObNlNzE/ryB5/XY0VVUAGJmZ0mXSGLrfOxXvoQNR3cTPWl9zll9UxvroU6zZm8D2w6epqFJr93l1sGXCpeVv+3f1bFfdefQ1X7pUfDGDE8vWELdkFVkxCdrtpnY2BNwRTvBdk256buRrkSL2Js2aNQs3NzdGjhyJkZERX3/9NVu3buXo0aN4e3vXaa9Wq/Hz8+OBBx4gNDSU0tJSXnvtNaytrdm5cyfGl1bO2Lp1K2PHjuWVV14hNDSUTz/9lLi4OI4fP97oglSKWNGQ1srX5XksN0TXFK7Jabm19vf0c700f6s/wZ06tNs7PM1BrrHmkXvqDLGLVxD7y8paffxc+3an+73TCJw2HjO75nm/bA85KyqtYMuBZFbvTWDzgSRKK6q0+1wcrBgfWlPQDurujZEezr98tfaQL13Kij1Zs6DCb39RfOHKAELbjp41/WfvmoRDl07N+ppSxN6k8vJyzMyu9I+qqqrCwsKCr7/+mgcffLDe55SWlmJhcWX6n5iYGHr06MGePXsICwsDYNCgQfj4+PDrr78CUFZWhpubG6+88grPPfdco2KTIlY0pCXylZZdyOm0XFwdrUk4l8WG6FNs2n+K3MIrfaeMjQwY0tOH8BB/xgzsgodTy/5etidyjd24yqJiTv65gZhFy0mLPKzdbu5oT9Bdk+h+z1ScuwU0++u2t5yVVVSx7dBpVu9NYEP0KYpKryzh7GhjQXhIzfK3Q3t10stvUtpbvnRFo1aTsiuauKWrSFy1iariK2Mc3Pr1qOk/O3V8vTN6NPm1pIhtXlu3bmX06NEcPHiQ3r17N+o5ycnJ+Pn5sX37doYPH05JSQnW1tYsWrSIWbNmadtNnTqVkpISNmzY0KjjShErGtKc+VKrNXywZA//XbKb+q5cOyszRvX3IzzEnxF9O2NjYXpTr3erkmusaRRFIW3fQWIW/8HJP9ZTVVIKgMrAgM5jhtHt3qn4jh3eovNetuecVVRVs+voWdbsTWBdVGKtD6s2lqaMGVBT0N7WtzPmprK0862qqrSMpDVbiVu6krNb92qXYjYwMqLTqCEEzZyE77jbGj1Y8u/aYhGrdxM9RkZGMmfOHAoLC8nOzmbVqlWNLmAB3n77bdzd3Rk4cCAAqampKIqCu7t7rXbu7u5s3bq1weNUVFRQUXHlk3FhYc0ShBqNBo1G09DTmoVGo0FRlBZ/HdE8biZfFVXVHEm8SFRcClFxKUTHp1J81aIDl90zuifThgczMNir1teM8jtyY/T1GssqriCtoBwPWzOcrVr+A0zRhQzil6wkbvEf5CWf02639/Oh271TCZo5ESs3F+32lvx56mvOGsPY0ICRfTszsm9n/vvEWCJjz7N630nW7jtJZl4Jy7bHsmx7LBZmxtzez5cJgwIY1c8Xqzb8IbY950tXDM1MCZg2joBp4yjJzCZh2VpO/P4XGUfiSF6/neT12zGxscJ/8liCZk7Ec1C/JvVDb82cNfY1dFrEvvnmm6xevfqabVauXImn55WRqsHBwXz11VdkZ2fz7bffMnv2bLp164aPj891X+/jjz9myZIlbNy4EXPzmhHYVZcGGJia1r7Yzc3NtfvqM3/+fN58880627OysigvL6/nGc1Ho9FQUFCAoijyCVYPNCVfRaWVHE3K4NCpDA4lphN7JpvKavU1nwMwspcHXVzNyc3Jvm5bcX36eI1tP13A94ezUAAV8HDfDgzv1PzfCqkrq0jdtpfk5eu4sGu/drS0kaU5PuNuw3f6OJwvzelaCpRmZl77gM1EH3N2owLcLAiY2ptn7+jF0eRMNh86w+ZDZ7mYU8JfexL4a08CJkaGhHXzYFRfH4b38sbWsuZvXHpuCecyCujoYourg+V1Xqnl3Er50hWv6eF4TQ8n/9RZzqzaxOlVmyi9mEnsz8uJ/Xk5lu4udJo4is6TR2Pr53Pd47VmzoqKiq7fCB13Jzh79izZ2df+o9u9e/c6BeZlGo2GwMBAJkyYwEcffXTN4yxYsIBnnnmG5cuXExERod1+8eJF3N3d+euvv2ptf+ihh4iPjycqKqre49V3J9bLy4u8vLxW6U6QlZWFs7OzXPx64Fr5Ss8pIio+VXunNf5sZp1uAs52FgwM8iIk2AtfDwdmvbkMzVWNDA1UHP7+cdylz2uz0bdrLLOonHsWHa61TQV8dWdPOjk2T6GSFXuS2MV/cOK3vyjLydNu9xjUj273TsF/0hhMrHRbFOlTzpqboigcS0pn9d6TrNmXwOkLV3JkZGjAkJ4dcbazZPn2ODSKgoFKxYdzwrlndE+dxHur50sXFI2G1L0HiF/6F4mrNlJZWKzd59I7mKA7JxE4fTwWzo71Pr81c1ZYWIi9vX377hMLNYOyunTpwk8//dRgm6+++oq5c+eybNkyJk6cWGe/u7s7jzzyCG+99ZZ2W3BwMMOGDWPBggWNikP6xIqGXM6Xs7Mzpy/mExV7vqZwjT3P2fT8Ou07u9szMMiL0G5ehAR709ndvtZMAos3HuXZz9ah1igYGqj4aM447hnTq/VO6Bagb9fYf7cksjGh7h1PAxX08bJjqK8TYZ0dsTVvWn/J8rwCTixbQ8yiFWQcidVut3LrQLdZU+h2zxTsG3EHpzXoW85akqIonDibxeq9Cazem8CJc1n1tjM0UHHkxyd1MuhT8qVbVWXlJK/bRvzSVZzZvBtNdc3c4SpDQzrdPpigOyfhN2EkxhZX5g1vi31i9aaILSsr49NPP+Xpp5/W3pn9448/mDFjBr/++iszZswAYN68ecTGxrJ06VIAvvnmG+bMmcPvv/9ebwEL8Nprr/Hdd98RHR2Nl5cXv/32G3fddRcHDhygb9++jYpPiljxd9VqDTHJ6UTGnmfnkWSOJWeSlV9aq42BgYpunTowMNiL0GBvBgZ74upgfd1jp2UXcuZCHp3c7WXWgRagT9fYlpOZ/Gdz4nXbGaigp4ctQ/2cGNzZEXuL+gdZKRoN53ZEErtoBYl/bUJdUdMH28DYGL/xI+l+31R8Rg7GwLBtjYjXp5y1tqTUHD5bHsniTcfq7HtiykBeuX84psat27tQ8tV2lGblkrB8DXFLV5F+KEa73cTaEv9JYwiaOQnvoQMpTEvnzMGjdOrXC1sv92sc8ea1uyJWo9Hw1ltv8cUXX+Ds7Ex+fj4ajYaXX36Zp556StvukUceISoqitjYWPLz83FwcMDW1hZfX99ax3vttdeYNGkSAJWVlTzwwAP88ccfuLu7k5mZyUcffcSjjz7a6PikiBWl5VUcOplGVFwKkbEpHExIpaS8dr9qU2ND+gZ4EBJc0z2gf1cPbCxvbKSoaDn6co0dTc3nxb/iqNYo9PO243BKPhqlpmB9ZoQf3dxs2J2cw67kbJKyrky9Y6CCbm422oLWycqU/LMpxC7+g7hf/qQw5YK2rXO3ALrfN52uMyZg4XTz0/S0FH3Jma6kZRfS6/7Pa3VFuszF3pLHJg/gwXF9Wu39SPLVNuUmniZ+ac38swXnUrXbTe1sapaGVhRUBgaM/uxtetw/vcXiaHdF7GXV1dUkJydjaWmJu7t7nV/+c+fOaVfzqq6u5ujRo/Uex8fHBycnp1rbMjIyyMzMxNfXt9bcso0hReytJ7ewlOhL/VkjY89zLCm91vKRALZWZgzo6kG3jvbcPrArvf3dW/2Oh2g6fbjGzuWWMnfFMYor1Az1c+LVMQHklFSSll+Gh515ndkJLhSUseXwWXafzuHMlRmaUKHQITcDu73bcYk9iHlBHqZ2NgTNiKD7fdPo0DNILxbG0Iec6drfuyJFhAWy/0QqF7JrBtFYmZvw4Lg+PDZ5AG6O1/9G6GZIvto2RaMhLfIQcUtWkbBiLZVFJbX2qwwNeCx+B9Yeri3y+u22iG2rpIht/1IyCoiMO090XAqRcSmcPF93UKKbo/Wlvqw13QMCOzoDiuRLz7T1ayy3pJI5y4+RUVRBsKs170/uhqnRtb/eP/7TMjbNeQ1Fo6HMwYny8ZM4ZetOnmftVX18jKu5vbcPwwJdcbPRn28J2nrO2oq/d0WqqlazYmccny2PIuFS31kTI0Nm3NaNJ6eF0sWz/kE+N0vypT/ObN7N8jseptzGnhInFyyzMzArzOPOdYvwHjqwRV5TithWJkVs+6LRKJw8n0VkXIq2aE3LKqzTzt/LiZBgT0KCvQnt5oVXB9s6d60kX/qnLeesrErN//0ZQ2JmMR62Znw6red1B2wVpaWzsOtw7XRYVzMODkIz4y7OuvtyIqecq/8g+DtbMcTPkaG+TnjYmdd5blvSlnOmDzQahS0Hk/h0WSSRcSkAqFQQHuLPU9MH0T/Qo5lfT/KlL4rS0nnxH+9yMnwaqAxAo6Hbyp95e9E8nd+Jle81hQAqq9QcS7pIZGwKUXHniY5PJb+49ny/hgYqevq5afuzDgz2xMlWd1MKiVuPWqPw7qaTJGYWY2NmxLsRwdctYKtKy4j+cGG9BeyI+S/R94n7tROe55RUsud0DruTsjl+oYDErGISs4r5LvIcvk6WDPF1ZKifE972TetuJdo+AwMVowd0YfSALhw4kcqnyyNZF5mo/Rca7MVT00MZ1d9PL7qXiJtTVqnmWFoBh1LyiD6Xx4VxM67sNDAgbsr9lNva07KdTq5PilhxSyoqreBgQhqRseeJikvh0MkLlFdW12pjYWpMv64ehAZ7MTDYi36BHliatdyymUJci6IofLnnNJFncjE2VPH2+KBr3h2tLCrmyDe/cvDT7ynNzq2zX2VoQMCU8For9jhamjCpuxuTuruRV1rJ3tO57E7O5khqPsnZJSRnl/Bj9Hl8HCy0Ba2Pg4UUNe1M/66eLHptOokp2Xy+Iorft8UQeekbqa4dnXlyWghThwVjfJ0uLEJ/qDUKJzOLOJySz6GUfOLTi1BrGv6iXkFFWn5Zq6wMeC3SnaCZSHeCti0zr5iouFSi4mqK1pjTGWj+doE62lgwMNiT0GBvQrp50b2zS7O8SUu+9E9bzNmKo2l8uecMAK+NDWSYn1O97crzCjj81SIOLfiJ8rwCAGx9PPEY1I8Tv/2FotagMjRg9KeNH11cUFbFvjM57E7O4XBKPtVXXTteduYM8XNiqK8jvk6WOito22LO2ouLOUUsXLmfH9Yd1i577eFsw+N3DOSeMb2wMm/6h3vJl24pisKFgnIOpeRzOCWfI6n5lFTWXh3S1caUvl72dHG25H87k2stxGOggl/u799iRaz0iW1lUsS2HYqicOZinnYVrKjYFJIv1L0T5e1iq+3LGhLsRRdPxxb5Ayz50j9tLWe7k7N5a30CCvDoIB9m9PGs06Y0K5eDX/zAkYWLtSOJHbp0IuT52XSdPgEDIyOK0tLJSz6HvW/HG+7LVlReTeTZHHYn5XDwfB5VVxW07rZmDPGtKWj9O1i1akHb1nLWHhUUl/PDusMsXLWfzLya3zE7KzMentCXf0zsj7Nd47tXSb5aX0FZFUfTCjh0Po/DKfmkF1XU2m9lakhvTzv6etnRx8sed9srAzvXx6fz8fakWlP4hQe1TH9YkCK21UkRqztqtYa4s5lExtYMwoqKO09G3t+mA1FBkE8H7UpYA4O9Wm2RAMmX/mlLOTuRXsT//RlDpVpDRDdXnhrmW6s4LE7P5MD/vuPYd0upKq2ZO8spOIDQ52fjP3lMiy5KUFJZTfTZPHYlZbP/XB6VV00x52JtylBfJ4b4ORLoYo1BCxe0bSln7V15ZTW/b4vh8+VR2hsEZiZG3DWqB09OCcHHzf66x5B8tbxKtYb4i4UcutRF4FRmca2Bm0YGKoJcrenrbU9fLzu6OFthaNDwdZpRWEbc2YsE+7jhYtOyAz2liG1lUsS2nvLKag6fvEDkpa4B++NTtV9xXWZiZEhvf7dLK2F5MaCrJ3bWuhldfavnSx+1lZxdKCjjqeXHyS+rYmBHe94aH6T9I1OYcoHoj74m5ufl2lW1XPt0I/SFJ/ANH1Grr2trKKtUE30ul13JOew/m0t59ZWC1tnKhCG+TgzxdSTYzaZFCtq2krNbiVqtYV1UIp8ui+RwYs0CGQYGKiYN7sqcaSH09HNr8LmSr+anKApnckq1/VpjLhTUug4BfBws6ONVc7e1h7st5iaN/5Ary862Y1LEtpz8ojL2n0gl8lLXgKOnLlJZXbvvjrWFKQO6ehDSzZuQIC96+7thbtq0deJbyq2Wr/agLeSsoKyKuSuOk5pfRhdnSz66owfmJobkJZ8j+qOFxP2yUrveuUdoH0JfeAKfkYPbxCCr8io1B87nsSsph6izuZRVXbleHS1MGOzryBBfR7q7217zzk9TtIWc3aoURWFf7Hk+XRbJloPJ2u3DenXiqemhDOvlI1MPtpDs4gpt0Xo4NZ+80tqrRDpYGNPHy67mn6cdTjfRh7UtFrEyO4Foc9KyC2vmZo2t6dN64lwmf/+o5WJvScilAVghwV4E+3TA0FDeCEX7UFmt4d/rTpB6afTvvAnBlCSfYduHX3Hi9zXa6bK8h4cy6IUn8Bzcv00Ur5eZGRteuvPqRGW1hoMpeexOymHfmRxySitZFXORVTEXsTM3ZnBnR4b4OdHLo/kKWtG6VCoVYd07Eta9I3FnMvh0eRR/7oxj59Ez7Dx6hp5+rsyZGkrE4ECM5H36ppRVqjl2oUBbuJ7LLa2138zIgB4etvTxrClcOzm279lD5E5sM5E7sTdGURQSU3KIjk/RztF6PqOgTjtfdwdtwRrazRsfVzu9uTDbU75uFbrMmUZRmL/pJNtPZWNhYsjr3S1J++JbEldt5PKnuc5jhxPy3Gw8BvZu1dhuVpVaw5HUfHYl5bD3dA5FFVemtbMxMyKssyNDfJ3o7WmLcROLHbnO2paUjAIW/BnN4o1HKa2ouTvo42rHE1NDuOv2HpgaG0q+GkGtUUjMLOZQSs1grPj0olqzg6gA/w5WlwZj2RHkZoNJC31QaIt3YqWIbSZSxDZOVbWa48np2pkDouNSySms/UnSwEBF984ulxYV8CYk2JMO9lY6ivjm6XO+blW6zNl3kWdZcigVQxWMP7aFil9/1e7rMnE0oc/PxqVXcKvG1BKq1RqOpRWwKzmHPcnZFJRfKWitTA0Z1KlmpbA+3naN+qMs11nblFtYyndrDvH1XwfILbw08NDWgkci+hExwBv/zl6Sr7+5UFBWMxjrfD5H0/Iprqh/6qu+Xnb08rTFxqx1us5JEduOSRFbv5LySg4mpBEVWzNR9qGENO2n8svMTIzoF+jBwCBPQrt50y/QA2sL3U6g3Jz0KV+ihq5ytiY2nU92JAHQ7fdv8Ti8D5WBAYHTxhPyr3/iFNSl1WJpTWqNQsyFmoJ2d3J2rX59FiaGhPo4MNTPiX7edpg2MHezXGdtW2l5Fb9sPsqCP6K137aZmxpx39jePDElBA/n1pktpi0qLK/iaGrBpVkE8kgvrDv1VS8PO/p61wzIcrdt/4OUpYhtZVLE1sguKCE6LpWouBQi485zPCm9zqofdlZm2qVbQ4K96Onnholx+135pS3nS9SvtXOmKAprV+/lf2c1KAYG+G5Zhf+OtQTdNYmBzz6KQ5dOLR5DW6HWKMSnF7IrKZvdyTlkl1yZecTM2IAQHweG+jrRv6M95le9b8h1ph+q1RpW7T7B/5btI+5MJgBGhgZMHR7MnKkhdPXpoOMIW15jp76qmUXAHv8O1576qrVIEduO3YpFrKIonM8ouNQ14DyRcSmcSsmp087D2YbQq4rWAG9nDNrABdla2kq+ROO1Vs4URSF5/XbWLlzGuqFTUZua4XEkklnWJQx85hFsO9Zd1OBWolEUEtKL2JWcza7kHDKvmpzd1MiAAR3tGerrxEAfe8yMDOQ60yNqtZqV24+waEsCu4+f024f3d+Pp6aHEhLspTfjHq6nMVNfdXSw0PZr7dnEqa9aixSx7ditUMRqNAonzl1aVODSQKyLOUV12gV2dCYkyJOQbt6EBnvh2cG21WJsi6SI1T8tnTNFoyFx1SYi319AyrkMop54lQpbezqW5/Hfmf1w8Gx4fs1blaIonMwsZndyNjuTsmt95WpsqKKftz09nYwZ06Mj1jewDKpoXVdfY0eT0vlseSSr9yZoZ6Lp39WDOVNDCQ/x18ubHtnFFRxOrVnS9XBKPrl/m/rK3sKYPtrVsW5u6qvWIkVsO9Yei9iKqmqOJl4kMq5mJazoE6kUFJfXamNkaECvLm7au6wDgzxxsLFosZj0kRSx+qelcqaprubE8rVE//crck4mU21qxv7HX6HIxQMvGxM+u7MPVqYy8+H1KIpCUnYJu5NqCtq0givvS0YGKvp62THUz4nQTg6tNuhFNE1919jpC7l8sSKKJVuOU3FpbmE/T0fmTA1h+m3dMDVuu9dGWZWa42k1/VoPp+Rz9m9TX5kaGdDD3VZbtOrj1FdSxLZj7aGILSwp58CJtJqVsGJTOJx4QftGcpmlmTH9u3pqi9a+AR5YyB+Ja5IiVv80d87UlZXELVlF9IcLyT99HgBjBztOPPMGycY2OFgY89m0nrjYmF3nSOLvLn9Vuyspi+2JmaQVXulDa2igorenLUN9nQjr7IitubxXtRXXusYycov5ZvUBvl97WHvjxNXRin9OGsD94/pg0wYG/qo1Cqeyii/NIpBX79RXXS5NfdW3hae+ai1SxLZj+ljEpucWER2Xqi1a485movnbICwnWwvt3KwDgzzp7usqk1U3kRSx+qe5clZdXsHxn5ax/+NvKEq9CIC5oz195zzI7m5D2ZSUi5mRAR9N6YF/B/2dRq4tuJyzMiMr9p7JZVdSNqdzrtwNM1BBTw9bhvo5MbizI/YW0uVAlxpzjRWVVvDzhiN8+ed+bdc1awtTHhzfh8cm9cfVwbo1Q+ZCQTmHU/I4lJLP0dSCWvMcA7ham9YMxvK2p5eHbbv70CRFbDvW1otYRVFITsu9alGBFM5czKvTzsfVTtuXdWCwF34eDnr3lUdbI0Ws/rnZnFWWlHLs+6Uc+OQ7SjKyALB07cCApx+mx4N3suxEDj9EncNABW+NCyKkk0Nzn8Itp76cpeaVsSs5m93J2ZzKKtG2VQHd3W20Ba0+9Edsb5pyjVVWqVm+I5bPlkeRmJINgImRITNv784TU0Lw83RskRivnvrqcEo+Fwtrd6ezNDGk96WVsWqmvjJr138vpYhtx9paEVut1hB7OuPKogLxKWTmldRqo1JBt04uDAz20hatbo6t+8n2ViBFrP650ZxVFBZz5OvFHPzsB8pyaj4k2ni5M+CZf9D9vmkYmZmy9WQm8zcnAjBnmC+TussgruZwvZxdKChn96WCNiGjuNa+YDcbhvrWrBbWwVoK2tZwI9eYRqOwcf8pPlseSXR8KlDzd2x8aABPTQ+lb4DHTcVUpdYQd7FQO4vAqaxirv5y0vDS1FeX+7UGdLBuE1NftRYpYtux1ixiUzPzORR3mr7BnfHsYAdAWUUVh05eICr2PFHxqew/kUpJWWWt55kaG9LH311btA4I8sTGUvrgtTQpYvVPU3NWlpvPoQU/cfirRVTkFwJg19mbkH/9k6CZEzE0qfnq+lhaAS+uiqVKozC9lwePDb515n9taU3JWUZhObtP57A7KZu49NozrAS6WNcUtH5OuEkf5RZzs++L0XEpfLoikg1Rp7Tbwrp789S0UEb2823UHVFFUTibW6q903o8TT+nvmotUsS2Y61VxC7eeJRnPl2HRlFQqWBE784UllZwLOkiVX+7+GwsTRkY5MnAoJo+rb26uGFm0nZHd7ZXUsTqn8bmrCQzh4Off8+Rr3+lqrjmmw7HAF9Cnp9N4NRxGBhdud7O5ZYyd8UxiivUDPV15NWxgRi0468eW9uNXmfZxRXsvrRSWMyFwlqTzvs7WzHEr2b5Ww873ayS1F411/tiwvksPl8exfIdsdq/gUE+HZgzLYQ7hgZh/LcV3nJKKi/dac3jSEoBOaW1b/bo49RXrUWK2HasNYrYtOxCet7/GQ1lzNXRitBgb+3MAV07OmMog7B0TopY/XO9nBVdSOfAJ99x7IffqC6r6SfXoUdXQp5/HP+Jo1D97Tl5pZXMWXaM9KIKglyt+e/kbg0unypuTHNcZ7kllew5XVPQHksrqPVVsq+TJUN8HRnq54S3vUwjeLOa+30xLbuQhSv38+P6I9pvIT2dbXh08kC6d/MhLr1mJoH6pr7q7m5zaRYBe72c+qq1tMUiVm7L6ZHTabn1FrBzZ4Ry35jedHS1k4tPiBZUcC6V6I++IXbRctSVNZOXu/XrQegLT9B57PB6r7/yKjWvroknvagCd1sz3hofJAVsG+VgacLE7m5M7O5GflkVe0/nsCspmyOp+SRnl5CcXcKP0efxcbDQFrQ+DlL0tAUeTja89cjtzJ0+iP+tPsz6Y6kYWFmx4nw5f6YlatupgC7OVpdmEbAj2NUGEyO5uaCvpIjVI509HDBQqdBcVckaGqh4eEI/PJxath+uELey3FNniP5wIfFL/0JTXTOtjmdYf0JffJyOwwc1WMSoNQrvbjrJycxibMyMeDciGLt2Nu1Oe2Vnbsz4YFfGB7tSUFZF5JlcdiVnayeyP5tbyqIDKXjZmTPEz4mhvo74OllKQasDdae+otaSzRWl5RRl51FRUEB4D0/mDutGR1c73QUsmo0UsXrEw8mGj58ax7OfrUOtUTA0UPHRnHFSwArRQrLjE9n/4dckrFiHoqnpb+czcjAhz83Ga3D/6z5/4d4z7DuTi7GhirfGB+Ep/Sr1kq25MWODXBgb5EJxRbW2oD14Po+U/DJ+PZjCrwdTcLc1Y4hvTUHr38FKCtoWUlRezZFLS7oeus7UV73cbTgSf45Pl5/naEoGP6VksHj9YSYPCWLOtBC6+7rq6CxEc5A+sc2ktWcnOBx/hj5BnbSzE4i2S/rE6p+Lh46z853/kbJpt3ab77jbCHluNu79ezbqGH8cS2PB7jMAvDomgOFdnFskVlFDF9dZSWU10Wfz2JWUzf5zeVSqrwyudbE2ZaivE0P8HAl0sZZBfH/TlHxVqTXEpxddmkUgj8TMpk99pSgKu4+d47MVkWw7dFq7fUSfzjw1LZQhPTvKh47raIt9YvWyiL148SLFxcV4e3tjanr9kYOKonD27FmMjIzw8PCo94ffmDbX0tbmiRVth+RLf6RFHyHq/QWc3rizZoNKRcDksQx87jFcegQ1+jh7krN5c30CCvCPQT7c2cfzus8RN0fX11lZpZr952sK2uizubWmanK2MmGIrxNDfB0JdrORgpZr50tRFM5dmvrqUEo+xy8UUF5Ve/Ydb3tz7WCsHh42WDRh5p2Y5HQ+Wx7Fn7vjtatU9urixlPTQpkwKEAGRDdAitibtH79el588UXy8/MxMjIiKyuLF198kZdffrnB53z44Yd89NFHmJqaUl5ejpmZGV999RWjR49uUpvrkSJWNETy1bYpikLK7v1EvvcF53dGAaAyMMAn4naGvfIUzkH+TTreifQi/rUyhopqDRO6uTJ3WOPmrBQ3py1dZ+VVag6ez2NXcg5RZ3IprVJr9zlamDDY15Ehvo50d7e9pSbLv9rf85VbUsnh1HwOnc/ncGo+OSW1p76yMzfWrozVx8sO52aY+upcej4L/ozml01HKbu0hGwnN3uemDKQmbf3wNxU+q9frS0WsXrVJzY5OZkVK1bg5+cH1BS148aNIzQ0lBEjRtRpr1aruXjxIocOHcLV1RVFUXj55ZeZOnUqycnJdOjQoVFthBDtj6IonN2ym8j3F5AWeRgAAyMjgmdNpv/T/6DK2hzHJl7/FwrKeW1tPBXVGgZ0tGfOUClgb0VmxoYM9nVisK8TldUaDqXksSsph31ncsgprWRVzEVWxVzEztyYwZ1rFlbo5XFrFbTlVWqOpZdw+tQZDqcWcCan9tRXJoZXTX3lbUcnR8tmv4Pd0dWO92aP4bm7B/Pt6oN8u/oQZy7m8a8vNvDeL7t5dFJ/HhrXBztr6cveVunVndi/q66uxtzcnG+++YYHHnigUc9JT0/Hzc2NdevWER4efsNt/k7uxIqGSL7aFkWjIWndNqLeX0D64VgADE1N6HH/dAY88w9svNxvKGeF5VXMXX6clPwy/Jwt+fiOHrf06j6tTR+usyq1hiOp+exKymHv6RyKLt39A7AxMyKsc83St709bTFuZ19pqzUKp7KKOXxpday4i4VUXdWxVQX4OVvSx8uevl52dHNr/amvSsorWbzxGAv+iCI1q2blPUtzE+4f25t/3jHglh9ELXdim0FhYSGJiYkUFhby7bff0rVrV+64445GP//o0aMA+Pj43FQbIYR+0ajVJP65gcj/fkV23EkAjC3M6fnwTPrPfRgr1xv/1qVSreGNdSdIyS/D2cqUeeODpIAVdRgbGjCgowMDOjrw9HBfjqUVsCu5pqDNL6tifXwG6+MzsDI1ZFCnmpXC+njbYaKnBe3FwvKa7gEpeRxJLahVtAM4WRjRv6MDfb3t6e1ph62Op5+zNDPhsUn9eWh8H1buPsGnyyKJP5vJgj+j+Wb1AaYN78aT00II9JZBmm2FTu/Enj17luzs7Gu26d69e63BW5GRkcyZM4fs7GwKCgr47LPPuOeeexr1enl5efTv358ePXrwxx9/3HAbgIqKCioqKrSPCwsL8fLyIi8vr1XuxGZlZeHs7Nxm7ziIKyRfuqWuqiJh2VqiP1xI3qma2QJMrC3p/dg99Hn8fiycHOo8pyk50ygK7205xfZT2ViYGPLxHd3o5GjZIuciGqbP15laoxBzsZDdlwra3NIq7T4LY0NCfOwZ4utIP2+7Nr1QRnFFNUdTCzicms/hlAIu/G3qKwsTQ3p52NLHy5be7jYYVxa16TvniqKw9dBpPl8Rxd6Y89rtYwb4MWdaKAODbq0Bm615jRUWFmJvb9+2B3a9+eabrF69+pptVq5ciadn/b8oGzduJCIigiVLljB16tRrHqeoqIgxY8ZQWVnJ1q1bsbW1vaE2l73xxhu8+eabdbYnJiZibW19zVhulkajoaCgAFtb2zZ78YsrJF+6oa6oJPnPDcQt/IXilIsAmNha0/WB6QTcNxVT24av06bk7PfYHP5KyMNQBc8NdqebiyxJqgvt5TrTKAqJ2eXsTyvmQFoxeWVXBoWZGqro7WbJAE8rerhaYKbjlaaqNQpJOeXEZJQSm1nK6dwKri4oDFXg62BGdxcLurmY09neTNvvV9/ydTw5k+82xLD18Fntypm9/DrwcHgPhvf0xuAW6M/cmjkrKirC39+/bRexzWHIkCH4+vry448/NtimuLiY8PBwSkpK2Lp1K/b29jfU5mpyJ1Y0luSrdVWVlRPz0zIO/O87itPSAbBwdqTvnAfp9fBMTKytrnuMxuZsfXwGH+9IBuBft/kxOlAGgupKe7zONIpCQkYxu5Oz2Z2cQ2bxlRH7pkYG9Pe2Y4ivEwM72mPRCt1XFEXhfF5ZTb/W1AKOpRXUmkoMwMvOnD5etvTxsqOnu22DcelrvpJSc1jw535+2xpDZXXNBwx/L0eemBLCtOHBmBi33TvlN0vuxN4EjUZDdXU1JiYm2m3V1dV06dKFO+64g48++giAc+fOUVxcTHBwMAAlJSWEh4dTXFzMli1bcHCo+9VhY9pcjwzsEg2RfLWOyuISjn67hAOffk9pZk03JSu3Dgx4+h/0eHAGxhaNH2HcmJwdOJfHK2vi0Chwb38v7h/YsVnOQ9yY9n6dKYrCycyagnZXUk6tVaqMDVX097ZnqJ8TIT4OWJk233CXvNJK7cpYh1Lqn/qqt6eddhaBxk59pe/5Ss8tYuGqA/yw9jBFpTU3tNwcrZl9xwDuHdsbG4ubnwKsrWmLA7v0pogtKysjJCSE2bNnExQURH5+PgsXLiQyMpL9+/drp9165JFHiIqKIjY2lurqam6//XZOnDjBokWLahWnPj4+ODk5NapNY0gRKxoi+WpZ5fmFHFm4mINf/Eh5bj5Qs276gGcfpds9UzAyNbn2AepxvZwlZxfz9IoYyqrU3B7gzAu3+8tUWjp2K11niqKQlF3C7qRsdiXnkJpfpt1nZKCir5cdQ/2cCO3kgI1Z0wZLlVepOX6hkMMpeRxKyW9w6qvLc7Z2drqxqa/aS74KSyv4ad1hvly5n4zcYgBsLE15aHxfHpvUnw721//mR19IEXuTzp07x//+9z+OHDmCpaUlvXv35sknn8TFxUXbZt68ecTGxrJ06VIKCgoYOXJkvcd67bXXmDRpUqPaNIYUsaIhkq+WUZqdy+EFP3Poq5+pLKz542Hv50PIv/5J1zsjMDS+8ZHO18pZVnEFc5YdI7ukkl4etsyfGNzupkPSR7fqdaYoCmdzS9l1qaA9l3ul6DQ0UNHb05ahvk6EdXbE1tyYrOIK0vLL8LAzx9nKFLVGISmr+NKSrnWnvgLo0gJTX7W3fFVUVbN8eyyfLo8iKTUHAFNjQ2be3oMnpoTg69H0b3jbGili2zEpYkVDJF/Nqzgji4Offs/Rb5dQVVLzB9upaxdCnptNwNRwDAxvvk9aQzkrqazmmRXHOZ1Tire9Of+b2hNrM72bqbBdkuusxrnc0ktdDrI5fdVdVAMVeNqZk5JXhsKleVk7WJFeUF5n6qsO1qbalbH6tNDUV+01XxqNwvqoRD5dHsnBhDQAVCqICAtkzrRQ+vi76zjCG9cWi1h59xVC6IXC1Isc+ORbjv/4O9XlNX3QXHoFE/L8bLpMuB1VC7+pVqs1vL0hgdM5pdhbGPNuRLAUsKLN6ehgQUcHb+7p701qflnNoLCkHBKzijmfd6XbgQKcyqz5BuPy1Fd9vezo62WPh52ZdI+5QQYGKsYPCmBcqD9RcSl8uiySTQeS+GtPAn/tSWBwj47MnR7KiD6d5WfcDOQdWAjRpuWfOU/0h18T+8ufaKpq5s90G9CLQS88TqfRw1rlD4GiKPxvZzIHz+djZmTAvPFBuNqYtfjrCnEzPO3MuauvF3f19WJrYibzNyXWafPk0M5EdHO7pZa8bQ0qlYrQbt6EdvPmxNlMPlsRxYodcew5fo49x8/RrXMH5kwNZfLQIIykO9INkyJWCNEm5ZxMJvrDhcT/thpFXTOVjdeQgYS+8Djew0Ja9S7GkkOprI/PwEAFr4wJIMClZeeCFqK59XC3xUAFV3d3NVBBWGdHKWBbWFefDiz4v4m8fO8wvly5n0UbjhB7OpPH/ruKd37eweNTBjJrVC8smjgIT4CU/0KINiUzNoG/7pvL9/3GEffrShS1mk6jhnDXpl+ZuX4RHYeHtmoBu/VkJt9HnQPgiSGdCe3k2GqvLURzcbYy5ZkRflyuVw1U8MwIv0ZPiSVunmcHW955dBTHfprDS/cOw8nWgvMZBbz45SZ6PvAZ7/+yi9zC0usfSGjJwK5mIgO7REMkX41z8dBxot7/kqS1W7Xb/CaMJPT5x3Ht071VY7mcs/RqU176K54qjcK0Xu78c3DnVo1DNJ5cZ43z99kJdEXyBWUVVSzZcpwvVkRxNj0fAAtTY2aN6cnjdwzE28VOp/H9nQzsEkKIv0mNPETkews4u2V3zQaVisAp4Qx87p906Baos7guFFby9s6zVGkUhvg68mhYJ53FIkRzcbYylbuvbYS5qTEPje/LfWN7s3pPAp8u38fx5Ay++esg3685xB1Dg5gzLZRunV2uf7BblBSxQohWpygK53dEEvn+l6TsjgZAZWhI0J0RDPy/x3AM8NVpfHmllfx37wWKKqrp6mLNi6P8b2hCdyGEuB4jQwPuGBbE5KFd2Xn0LJ8ui2Tn0TMs3xHH8h1xjOzbmaemDyKsu7fMaPA3UsQKIVqNoiic3riDyPe/5OL+owAYGBvT7Z4pDHz2H9h18tZtgNSsWPT6ugSySqpxszHl7QlBmBq13/XQhRBtg0qlYnjvTgzv3YljSRf5bHkUq/acYOuh02w9dJre/m48NW0Q40P9MZQZDQApYoUQrUDRaDi1ejOR739J5rF4AIzMTOnxwAz6P/0INp5uOo6whlqjMH/zSU5mFmNlYsA7E4Kwa4GJ3oUQ4lp6+rnx7Yt38MrF4XzxRxRLNh/nSOJFHnx3Bb7uDjwxdSB3juyBmcmtXcbd2mcvhGhRGrWahBXriHr/S3ISkgAwtrSg1z/upt+cB7FycdZxhLUt3HuGvadzMTZQ8cwgNzztzHUdkhDiFtbJzZ4PngjnhVlD+eavA3y35hDJF3J59rP1/GfxLh6d2J+HxvfF1urWnLdailghRLNTV1URv/Qvoj9cSF7SWQBMbKzo+8/76PvE/Zg72us2wHr8eewCfxy7AMBzI7sQYKvRcURCCFHD2c6Sl+8bzlPTB7F441EW/BlNWlYh837awSe/7+OBcX14bFJ/3J1adnaktkaKWCFEs6kuryB28R9Ef/Q1hedr1g03c7Cj3xMP0PuxezCza5tvsHtP57Bg92kAHgn1YXgXJzIzM3UclRBC1GZlbsI/Jw/g4Ql9WbEzjs+WR5FwLovPV0SxcNV+po/oxpNTQwnwdtJ1qK1CilghxE2rKi3j2A+/ceCTbym+WFP8WXRwov/ch+n18ExMrCx1HGHDEjKKeHfTSRRgQrArd/bxQKbPFkK0ZcZGhswc2YM7b+vO5gNJfLosksi4FH7dfJxfNx8nPMSfudND6d/VU9ehtigpYoUQN6yyqJgj3/zKwU+/pzQ7FwBrD1cGPPMPut8/HWPztt1P62JhOa+uiaeiWsOAjvbMGeaLSqWSIlYIoRdUKhWjB3Rh9IAuHDiRyqfLI1kXmcj6qJp/IcFePDUtlFH9/TBoh8sLSxErhGiy8rwCDn35M4e//JnyvAIAbH08Gfh/jxF89x0YmZroOMLrKyqv5pXVceSXVeHrZMmrYwJkDXkhhN7q39WTRa9NJzElm89XRPH7thii4lKIikshsKMzT04NYeqwYEyM28+UgVLECiEarTQrl4Nf/MCRhYupLCoBwKFLJwY+90+6Tp+AobF+TEdVqdbw73XxnM8rw9nKhHcmBGFxi09VI4RoH/y9nPj06Qm8dO8wFq7czw/rDpNwLosnP1rNuz/vYPbkgdw7thfWFvq/cpu8awshrqv4Ygb7//cdx7//jarSMgCcggMIfX42/pPHYGCoP5/sFUXhw62nOH6hEAtjQ96ZEIyTLMMphGhn3ByteePhkTxzZxg/rj/MwpX7uZBdxGvfbuGDpXt4eHxfHp3UH2e7tjtm4XqkiBVCNKjgfBr7P/6GmJ+Xo66oBMC1TzdCnn8cv3G3oTLQv1Vjfog+z9bELAwNVPw7PJDOTvr7Bi6EENdja2XG3OmDeGzSAH7fFsPny6NIvpDLR7/tZcGf0cy8vQdPTg2hk1vbm/rweqSIFULUkZd8jugPFxL360o01dUAeIT2IfSFJ/AZOVhv1+9eH5/OrwdTAHh6uC99vfXvTVsIIW6EmYkR943tzaxRPVkXlcinyyI5nHiBH9cd5ucNR5gYFsicaaH06tI2VlBsDClihRBa2SeSiPrgKxKWrUHR1Ez27z08lNDnH8dryAC9LV4BDp7P4+PtNauGzernRXiQq44jEkKI1mdoaEBEWCATBgWwL/Y8ny6LZMvBZFbuPsHK3ScY2suHp6aFMrx3pzb/ni9FrBCCjOPxRL33JYl/bYJL00t1HjuckOdm4zGwt46ju3mns0t4a30CGgVuD3DmgYHeug5JCCF0SqVSEda9I2HdOxJ3JoNPl0fx5844dh09y66jZ+nh68KcaaFMHNwVI0MDLmQXcujEBfoamOHZwU7X4QOgUmRCxGZRWFiIra0tBQUF2Ni07KpEGo2GzMxMOnTogIEe9km81bTlfF04cIyo9xeQvH67dluXiaMJfX42Lr2CdRhZ88kuruDJZcfILqmkp4ct8ycGY2J47Ty05ZyJ+knO9Ivkq21KyShgwZ/RLN54lNKKKgA6utrRL9CDP3fGo1EUDFQqPn5qHPeM6dVicTS2ppI7sULcglL2HCDy/QWc27YXAJWBAYFTxzHwX//EOdhfx9E1n9LKal5ZE092SSXe9ua8Ed71ugWsEELcqrxcbJn/z9E8d/dgvltziG/+Osi59HzOpedr22gUhWc/W8eIvp3xcNLtUuKNLmKXLl3apAPPnDmzycEIIVqOoiic3baXqPcWkLrvIAAGRkYE3TWJgc8+ikOXTjqOsHlVqzW8veEkydkl2Jkb825EMNZm8rldCCGux8HGgufuHsITU0J4+8dtfP3XwVr71RqFMxfy9KeIveuuu3B0dGxU25ycHClihWgjFEUhef12ot5fwMWDxwEwNDGm273TGPjsP7Dt2P7W1lYUhU93JnPgfB5mRgbMmxCEq03bXgJXCCHaGgszY56cFsq3qw+huar3qaGBik7uup/dpUm3JbKzsxvVrq2PZhOiPStKSycv6Sx2nb25eOAYkf/9kqyYBACMzM3o+dBM+s99CGv39js6f+nhVNbFZ6ACXh4TQKCLta5DEkIIveThZMPHT43j2c/WodYoGBqo+GjOOJ3fhYUmFLFz585t9EGb0lYI0XyO/7SMTXNe006PdZmxlSW9H72bfk88iKWLk46iax3bErP4LvIcAI8P6cygTo37BkkIIUT97hnTi+G9fTgcf4Y+QZ3azOwEjS5iP/nkk0YftClthRDNoygtnU1zXkXR1J5wpO8TDxD6wuOYO9jpJrBWFHOhgP9uSQRgak937ujpruOIhBCifXB3ssEo0I0ObeAO7GV6N8ph165dbNy4keLiYoKDg5k1axaWlg0vG6lWq1m5ciX79u3DyMiIwYMHExER0WD7HTt28OOPPzJ69GjuvvvuljgFIVpEdvypOgUsgN/4kbdEAZuSV8rra09QpVEY3NmRR8Pa10A1IYQQtTV5rpmcnBwiIyMpKioC4PDhw8yePZtHHnmENWvWNHuAV5s9ezbvvvsudnZ2+Pj48NVXX9G7d29yc3Prba/RaAgODmbp0qV4eHhgbW3NI488wqxZs+ptn5mZyQMPPMCaNWvYv39/S56KEM0uad2WOttUhgbY+3bUQTStK6+0kpdXx1NUUU2gizUvjvLH0ED65gshRHvWpDux27ZtIyIigtLSUlxdXVm0aBETJ07E27tm9ZvvvvuOX375pcXuYL700kva1wJ46KGHcHR0ZN26ddxzzz112qtUKtauXYuvr69225AhQxg+fDj/+te/6N37ykpEiqJw7733MnfuXH766acWiV+IlnLx0HGOffcbUDPnq6LRoDI0YPSnb2Pt0X4HcAGUV6l5be0JLhaW42Zjxtvju2JmbKjrsIQQQrSwJt2Jfe2113jggQeIiYlhypQpzJgxg//85z8kJCSQkJDARx99xIcffthSsdYqYKHmzqlarcbdvf5+byqVqlYBC+Dn5wdAVlZWre3vv/8+Go2Gp59+uvkCFqIVVFdUsv6xF1E0GrpOn8BjJ3Zw57pFPBa/gx73T9d1eC1KrVH4z+ZEEjKKsDY14t2IIOwtTHQdlhBCiFbQpDuxMTEx/PXXXzg6OvLWW2+xYMECHnjgAe3+hx56iNdff725Y6wTw4cffkhhYSGHDx9mwYIF3HbbbY1+/sKFC7GysmLAgAHabdHR0Xz88cccPny40dODVVRUUFFRoX1cWFgI1HRh0PxtZHhz02g0KIrS4q8jmkdL52vf/M/JSUjCwtmR4e+/goWjPZZuHbSv3Z4t3HuGPadzMDZQ8UZ4IB62Zs1yznKN6R/JmX6RfOmf1sxZY1+jSUVsUVGRdsGDy/+9ek1bW1tbiouLG328b7/9lj179lyzzfvvv0+HDh20jx0cHBg+fDjZ2dmcPn2aX375hZkzZ2Jvf/1Jd1evXs27777L999/j52dHQAFBQXcddddLFiwoME7uvWZP38+b775Zp3tWVlZlJeXN/o4N0Kj0VBQUICiKLLmtB5oyXzlxJ5k/8ffANDv33MpVldRnJnZrK/RVm1KyuePYzVzVz/avwMuRuVkZjbPtSfXmP6RnOkXyZf+ac2cXR53dT0qRVHqDmduqLFKxdXN//64oW0N2bNnD0lJSddsM3XqVKyt65+ovKSkBH9/fx555JF6C8qrbd68mYkTJzJv3jz+7//+T7v9yy+/5KWXXmLy5MnabX/99Reurq4MGDCA77//vt5k1Xcn1svLi7y8vFqFfUvQaDRkZWXh7OwsF78eaKl8qSsrWTxsGtlxifjfMZaInz5ptmO3dZFncnlzQwIaBR4K8WZmn+ZddUyuMf0jOdMvki/905o5KywsxN7enoKCgmvWVE2eYqtbt27XfNwUgwcPZvDgwTf8fEtLS3x9fUlOTr5muy1btjBp0iTeeuutWgUswIgRI+rMa7tt2zY8PT0ZPnx4g90LTE1NMTU1rbPdwMCgVS5IlUrVaq8lbl5L5Cvyw6/JjkvE3NGe2z/89y3zu5CQUcS7mxPRKDAuyIW7+nq1yCqBco3pH8mZfpF86Z/Wylljj9+kIvbvBeDYsWPrtKlvW3OoqKhgy5YtjB8/XrstLi6OQ4cOMXPmTO22H374geTkZObNmwfUFKQTJ07kzTff5Lnnnqtz3MDAQAIDA2tt++STTwgKCqrV31eItiTjeDxR//0KgNs/fB3LDrfGqlTpheW8tjaeimoN/b3tmTvcT5a5FkKIW1STitgPPvigpeK4LkNDQ3788UdefPFFunbtSn5+Pnv27OGee+7h0Ucf1bbbu3cvUVFRzJs3j6KiIiIiIrC2tiYuLq7OILShQ4fq4EyEuDnqqio2/PMlNNXVdJk4moCp43QdUqsoKq/m5dVx5JVW4etkyWtjA2QuWCGEuIXpzYpdRkZGLFu2jOTkZI4ePYqlpSU//PADHh4etdo99NBD2hW5TExM+OKLL+o9npubW4Ov9dZbb+Hq2r7n1hT6K/rDr8k8fgIzBztGffzGLXEnslKt4Y31JzifV4aTpQnvTAjCwkRv3r6EEEK0gEb/Fbh64NP1rFy58gZCaRxfX986c79ebdCgQdr/NzU1vaEuARMnTryR0IRocVmxJ4l8bwEAIz94DUsXJx1H1PIUReGjbac4llaAhbEh70YE42RVtz+6EEKIW0uje+b6+Pho/9nY2LBq1SqSk5Oxt7fH3t6epKQkVq1a1eIj84W4VWmqq1k/+yU0VVX4jR9J1+kTdB1Sq/hp/3m2nMzCQAWvhwfS2clS1yEJIYRoAxp9J/bqEfx33303b7zxBv/+979rtXnzzTdJTExstuCEEFfs/+RbMo7EYmpnw6j/vXlLdCNYH5/O4gMpADwzwo9+3tefD1oIIcSt4YY6lW3ZsoUFCxbU2T537lwCAgJuOighRG3Z8afY9+5nANz2/itYuXa4zjP036HzeXyyo2b6vLv7eREeJP3UhRBCXHFDE31VVlYSHx9fZ3tcXByVlZU3HZQQ4gpNdTUbHn8JdWUVnccOJ/iuyboOqcWdzi7hzQ0JqDUKt/k78+BAb12HJIQQoo25oTux999/P9OmTePVV1+lf//+KIrCwYMHmTdvnsytKkQzO/DZD1w8eBxTW2tGf/pWu+9GkF1cwStr4iitVNPD3YZ/jezS7s9ZCCFE091QEfvhhx/i7OzMa6+9Rm5uLgCOjo4888wzvPDCC80aoBC3spyTyeyd9z8ARvznZazd2/dX6qWV1byyJp6s4kq87c15c1wQJoaymo8QQoi6bqiINTIy4tVXX+XVV18lIyMDABcXl2YNTIhbnUatZv3sl1BXVOJz+xC63TNF1yG1KLVG4e0NJ0nOLsHO3Jh3IoKxNpO5YIUQQtSv0bc4jh49Wu92FxeXOgVsQ22FEI13aMFPXNx/FBNrS8Z8Pq9df6WuKAqf7kzmwPk8TI0MmDchCDcbM12HJYQQog1rdBHbu3fvRh+0KW2FEHXlnjrDnjc/BmD4uy9i49nwCnPtwW+H01gbl44KeHl0AIEu1roOSQghRBvXpO/q/vWvf7VUHEKISzRqNRsef4nq8go6jhhEjwdm6DqkFrX9VBbfRp4F4PEhnQnr7KjbgIQQQuiFRhexY8aMITY2ttFthRA35shXi0mLPIyxlSVjvninXXcjiLlQwPubaxZImdLTnTt6uus4IiGEEPqi0UXshg0bWjIOIQSQl3yOXW98CMDwec9j6+2h44haTmpeGa+vPUGVRmFwZ0ceC+uk65CEEELoEZm7Rog2QtFo2PD4y1SXleM9NISeD92p65BaTH5ZFS+tjqOooppAFyteHOWPoUH7veMshBCi+UkRK0QbceSbX0ndewBjSwvGLHgHlUH7vDwrqtW8tiaei4XluNqY8vb4IMyMDXUdlhBCCD3TPv9KCqFn8s+msOv1DwAY+ub/YefjpeOIWoZGUfjP5kROZBRhbWrEuxHB2FuY6DosIYQQekiKWCF0TFEUNj7xClUlpXiG9af3o7N0HVKL+XrvGXYn52BsoOLNcV3xtrfQdUhCCCH0lBSxQujYse9/4/zOKIzMzRi74N12241g5fELLD96AYB/jexCDw9bHUckhBBCnzXpr+WePXuIiIjgu+++027r1atXc8ckxC2j4HwaO155D4AhbzyLvW9HHUfUMiLP5LBg92kAHgrpyMiADjqOSAghhL5rUhH7j3/8g549e3L48GGee+45AI4dO9YigQnR3imKwsYnX6WquASP0D70+ee9ug6pRZzMKOKdjSfRKBAe5MJdfT11HZIQQoh2oElFbGJiIi+//DJffPEF5ubmvPvuuy0VlxDtXsxPyzi3bS9GZqaMXTAfA8P2N0I/vbCcV9fGU16toZ+3HXOH+bbrxRuEEEK0niYVsRqNBguLmoEYb731FqdOnWqRoIRo7wpTL7L95f8AMPj1p3Ho0v4m+i+uqObl1XHklVbR2dGC18YGYmTYPvv7CiGEaH1N+ouye/fuWo8XLlwoK3kJ0USKorBpzqtUFhbjNqAXfZ94QNchNbsqtYY31p3gfF4ZTpYmvBMRjKVJoxcIFEIIIa6rSUXs4MGDaz02MTFhzJgxzRqQEO1d3C9/cmbzbgxNTQhf8G6760agKAofbjvF0bQCLIwNeSciCGcrU12HJYQQop1p9K2R6urqG3sBI7n7IsRlRRfS2fbCOwCEvfIUjoF+Oo6o+f28/zxbTmZhoILXxgbi62Sl65CEEEK0Q42uMI2NjW/oBRRFuaHnCdHeKIrCpqdep6KgCNe+3en/1EO6DqnZbTyRwaIDKQA8PdyP/h3tdRyREEKI9qrRRawM4hLi5pxY+henN+zA0MSY8C//g0E7+5biUEo+H21PAuDuvp6MC3bVcURCCCHas0b/FfXza39fewrRWkozs9n+Qs2UdINeehKnoC46jqh5nc4u4c31J1BrFEZ0ceaBkPa5aIMQQoi244ZuBanVamJiYkhNTQXAy8uL7t27Y9BKy2UqioKiKE16PY1G06j2N3JsIa5FURSiX/+I8vwCXHoF0//pR3QdUrPKLq7glTXxlFaq6e5uw3O3d8FA5oIVQgjRwppUqcXFxfHoo4/i6OhI7969iYiIICIigl69euHo6Mg///lP4uPjWypW4uLimDFjBo6Ojpibm9OjRw+WL19+zeesXbuWESNGYGNjg5WVFWPGjCE2NrZOu+PHjzN69GjMzMzo0KED//rXvygvL2+pUxG3kITla0ndsgcDY2PGfjUfwxvsX94WlVWqeXVtPFnFFXjZmfPmuK6YyFywQgghWkGj/9rMnj2b0NBQysvL+frrrzl9+jSlpaWUlJRw+vRpvvrqK0pKSggJCeHxxx9vkWB/+ukn7rvvPs6fP09hYSEPPfQQd955J4cOHaq3vVqt5ssvv+SNN94gKyuLlJQUHBwcGD16NAUFBdp2iYmJDBkyhK5du5KVlUVaWhpeXl6ypK64aSUZ2Wz719sAhDz3Tzp0C9RxRM1HrVF4e2MCSVkl2Jkb805EMDZm7adAF0II0baplEZOH/DCCy/wwgsv4ODgcM12ubm5vPfee7z33nvNEuC1aDQaTE1N+eqrr3j44Ycb9ZzU1FS8vLzYuHEjo0ePBmD69OmcPn2agwcP3vCSmIWFhdja2lJQUICNjc0NHaOxNBoNmZmZdOjQQbo9tGGKorBq1hxO/bUJ+65duH/PHxibto/5UhVF4X87k1kTm46pkQEf3tGdQBdrXYfVbOQa0z+SM/0i+dI/rZmzxtZUje4T29ii1MHBoUULWLVaTVlZGYWFhXz99dc4ODgwduzYRj8/LS0NAEdHR+3x1q1bx+uvv45KpaK6ulrmthXN4uQf6zn11yYMjIwY9N6L7aobwe9H0lgTm44KeHl0QLsqYIUQQugHnVZrFRUVVFVVXbONpaVlrbuj27dvZ/LkyZSWlmJra8uvv/6Kh4dHo16vsrKSuXPnEhISQp8+fQDIysqitLSU6upqevXqRVxcHA4ODtx///3MmzcPExOTBmOvqKjQPi4sLARqPqloNJpGxXOjNBoNiqK0+OuIG1eancuWZ98EoP+z/8C+q1+7ydfOpGy+2XcWgH+G+RDqY99uzu0yucb0j+RMv0i+9E9r5qyxr9HsRezkyZNZuXJlo9rOnTuXxYsXX7PN8ePH6dy5s/bx7bffTnFxMWVlZXz99ddMmjSJrVu3MmTIkGseR61Wc88993DhwgX27NmjLYwv96b44IMPWLt2LaGhoRw8eJDw8HAMDQ2ZP39+vcebP38+b775Zp3tWVlZLT4gTKPRUFBQILMotGG7nvo3ZTl52AV0ptN9U8jPz28X+UrMLuP9XRcAGO1nS5ibEZmZmTqOqvnJNaZ/JGf6RfKlf1ozZ0VFRY1q1+g+sY2lUqladZWugQMH0r17d7799tsG26jVau677z527tzJzp078fX11e6rqqrC0tKSxx57jM8++0y7/bnnnmPt2rUNzrZQ351YLy8v8vLyWqVPbFZWFs7OznLxt0Gn/trEX/c8hcrQkFnbfsO5Z1C7yFdafhlz/4ihsLya0E4OvD4mAEOD9jmVllxj+kdypl8kX/qnNXNWWFiIvb198/WJBfjkk09uNq5mV1JSUusr/4qKCjQaDebm5kDND/3+++9n586d7Nixo1YBCzXL6YaGhlJZWVlre0VFRYNdCQBMTU0xrWeQjoGBQatckCqVqtVeSzReWU4eW56puUM/8Jl/4Na3BxqNRu/zlV9WxStrT1BYXk1AByteGR2AsZGhrsNqUfqes1uR5Ey/SL70T2vlrLHHb1IR+8wzz2gHRLW2kpISpk2bxgsvvEBQUBD5+fl8/vnnJCYm8v3332vbPfHEE0RFRREbG4uiKDz00ENs3ryZjRs34urqSnFxMQBmZmbaAVyvvPIKU6dOZezYsYSFhREdHc0PP/zAW2+9pZNzFfpr63PzKM3KwTHQj9CXntR1OM2iolrN62vjuVBQjqu1KfMmBGFm3L4LWCGEEG1fk4rYkJAQPvjgA8LCwhpsc6NTVF2PpaUlL774Iu+99x5HjhzB0tKS3r17s2/fPvr166dtZ2ZmhoWFBVAz3dflxRAGDx5c63hffPEF999/PwCjR4/mp59+Yt68eZw7dw5vb2/ee+89Zs+e3SLnItqnU2u2cOL31agMDAhf+B+MTBu+k68vNIrCfzYnEp9ehJWpIe9EBGNvof/nJYQQQv81qYidPXs2X3311TWL2JY0bNgwhg0bds02n3/+ufb/HR0dtXder2fKlClMmTLlpuITt66y3Hw2z/03AP3nPoxb3x46jqh5fLPvLLuTczAyUPHmuCA6OljoOiQhhBACaGIRO2PGDAwNr/014pEjR24qICH00fYX36UkIwsH/86EvfKUrsNpFqtiLrLsSM28ys+N7EJPD1sdRySEEEJc0aSeuWZmZsyaNeuabXr16nUz8Qihd5I3bCfu15WgUjH2y/kYmen/qlxRZ3L5YlcyAA+GdGRkQAcdRySEEELUdtPDy6qrq5sjDiH0Unl+IZvmvAZAvzkP4jGwt44junmJmcXM25iARoHwIBfu7uup65CEEEKIOm66iDVuR0tpCtFU21+aT/HFTOz9fBj82tO6DuemZRSW8+qaOMqrNfT1smPuMN8WG6wphBBC3AyZnE2IG3Rm8y5iF62o6Uaw4F2Mzc10HdJNKa6o5uU18eSWVtHJ0YLXwwMxMpS3CCGEEG2T/IUS4gZUFBSx8clXAeg7+z48B/W7zjPatiq1hjfWneBcbimOlia8GxGMpUmzr0othBBCNBspYoW4ATteeY+itHTsOnsz+N/P6Dqcm6IoCh9tS+JoWgHmxoa8MyEIZyv9H5wmhBCifZMiVogmOrttL8d//B2AsV+8i4mlfs+d+vP+82w+mYmBCl4bG4ifs5WuQxJCCCGuS4pYIZqgsqiYjU+8AkDvx+7Ba8gAHUd0czadyGDRgRQAnhrmx4CO9jqOSAghhGicGy5i8/Pzr/lYiPZox6v/pTDlArY+ngx98/90Hc5NOZySz4fbkwCY2ceTCd1cdRyREEII0Xg3XMSOGTOGFStWALB8+XLGjh3bbEEJ0Rad2xHJse+WADDm83cwsbLUcUQ37kxOCW+sP4FaozCiixMPhXbUdUhCCCFEk9zw8OMPP/yQSZMmAfDoo4+yevXqZgtKiLamsrhE242g58N30XF4qI4junE5JZW8siae0ko13d1teO52fwxkLlghhBB65obvxA4ePJgPP/wQgI8++oiwsLBmC0qItmbXvz+k4FwqNl7uDJ/3nK7DuWFllWpeXRNHZlEFnnbmvBHeFROZC1YIIYQeuqmJIB944AH69+9PcHBwc8UjRJuTsns/RxYuBmDMF+9gYq2fo/fVGoV5GxM4lVWCnbkx70YEY2suK+4JIYTQTzd9C0YKWNGeVZaUsuGJlwHo8cAMfG7Tz28cFEXh813JRJ/Lw8TQgLfGd8XdVr9XGBNCCHFra3IRm5CQwAcffMA333xDdnZ2nf1PPvlkswQmRFuw582PyT99HmsPV4a/84Kuw7lhy46ksTo2HRXw0mh/glxtdB2SEEIIcVOaVMTu2rWLPn36MH/+fObOnUtgYCBbt26t1eaLL75o1gCF0JXUyEMc+vJnAMZ8Pg9TW2sdR3RjdiZl8/W+swA8NrgTQ3yddBuQEEII0QyaVMS+9tprzJkzh5ycHDIyMpgxYwbjx49n3bp1LRWfEDpRVVbOhtkvgaLQ7d6pdBo1VNch3ZC4i4X8Z/NJACb3cGNqT3cdRySEEEI0jyYN7Dp27BirVq0CwNramgULFuDn58eUKVNYvnw5EyZMaJEghWhte97+hLyks1i5dWDE/Jd0Hc4NSc0v47W18VSpFUI7OTB7cGdUMpWWEEKIdqJJRayFhQWlpaXY2dlptz377LMYGxszbdo07eIHQuiztOgjHPr8RwBGf/Y2Znb613+0oKyKV1bHUVhejX8HK14eHYChgRSwQggh2o8mFbGjRo1i27Zt3HPPPbW2z5kzB5VKxbRp05o1OCFaW3V5BRtmv4Si0RB01yR8x47QdUhNVlGt5vW18aQVlONqbco7E4IwNzbUdVhCCCFEs2pSn9gXXniBNWvW1LvvySef5OOPP8bDw6NZAhNCF/a++ym5iaexdHHmtvde0XU4TaZRFN7bcoq49CKsTA15JyIYewsTXYclhBBCNLsmFbFBQUEsXbq0wf3//Oc/SU1NvemghNCFiwePceCT7wAY9b83MXew021AN+DbfWfZlZSNkYGKN8K70tHBQtchCSGEEC2i0UVsfHx8ow/alLZCtAXVFZWs/2dNN4KuMyLoMuF2XYfUZH/FXOT3I2kA/GtkF3p52uk2ICGEEKIFNbqIHTVqFPfeey979+5FUZQ6+zUaDTt27GDWrFncfrv+FQDi1hY5/3NyEpKwcHZk5H9f1XU4TRZ1NpfPdyUD8MBAb24P6KDjiIQQQoiW1eiBXSdOnOCdd95h3LhxGBkZ0adPH1xcXFAUhfT0dA4dOgTAY489RkJCQosFLERzSz8SS/TH3wAw6pM3MHe013FETZOYWcy8jQloFBjb1YVZ/bx0HZIQQgjR4hp9J9bGxob33nuPtLQ0vvzyS4KCgigtLaW8vJxu3brxzTffkJaWxnvvvYeNjf5NSSRuTerKS90I1GoCpoTjP2mMrkNqkoyicl5dE0d5lYY+XnY8PdxX5oIVQghxS2jSFFsAVlZWzJgxgxkzZrREPEK0qsj3vyQ77iTmjvbc/uG/dR1Oo2UVV5CUVczCvWfILa2ik6MFr48NxMiwSWM1hRBCCL3V5CK2Pvn5+RQWFuLt7d0ch7umixcvsmPHDoqLiwkODmbQoEHXfU5CQgKRkZEYGRkRGhqKn59fnTbp6els27aNvLw8vL29GTNmDCYmMjVRe5ZxPJ7oDxYCcPtH/8bC2UHHETXO+vh0PtqexOWu6ZYmhrwzIRgr02a5nIUQQgi90KTbNtnZ2bz11lu1tr3zzjs4OjrSsWNH+vTpQ3p6erMGeLX//Oc/DB8+nA0bNhAVFcUdd9zB6NGjKS8vr7e9oihEREQwdepUdu/ezdq1a+nevTvvvPNOrXYrVqygU6dO/PLLL8THx/PSSy8REBAg04W1Y+qqKtY/9iKa6mr8J40hYEq4rkNqlKziCj6+qoAFKKtSIz0IhBBC3GqaVMR++OGHWFhcmXcyJiaG1157jWeeeYY///wTQ0ND3n777WYP8rKwsDDi4+P56aef+O6779i/fz9btmxpcAEGRVF47LHHiIuL4/vvv2fp0qX8/PPPvPrqqyQmJmrbvfHGG8yaNYu1a9fyxRdfcPDgQSorK1m4cGGLnYvQregPFpIVk4C5gx23f/RvvelHeianBM3fJgfRKJCWX6abgIQQQggdadL3j3/88Qfr1q3TPl61ahXBwcF88MEHAHh5eTF9+vTmjfAqQ4YMqfXYysoKAwMDDA3rX1LTwMCACRMm1No2bNgwAJKSkvD39wfA1NQUS0tLbRtjY2NMTEwwNzdvzvBFG5EZm0Dk+18CMPKD17F0cdJxRI1TWF7Fj9Hn62w3UIGHnfyuCiGEuLU0qYg9f/58rWVlIyMja80JGxwczMWLF5svunqcPXuW5cuXU1hYyOrVq3nssceYNGlSo5//xx9/YGRkRO/evbXbFi5cyCOPPMI//vEPOnbsyM6dO+nXrx9z5sxp8DgVFRVUVFRoHxcWFgI18+VqNJobOLPG02g0KIrS4q/THqmrqlj/zxfRVFXhO34k/lPD9SJfWcUVvLw6nnN5ZZgaqahUKyhKTQE7d5gvjhbG8vvQjOQa0z+SM/0i+dI/rZmzxr5Gk4pYd3d3Dh8+zKBBgygvL2fv3r08+OCD2v3p6em4uro2+ngbNmwgNjb2mm0eeeQR7OzstI8rKipIT08nOzubrKws1Go11dXVjRqEdezYMZ577jlefvll3NzctNvVajVqtZrz589jbGxMeno6dnZ21/whzp8/nzfffLPO9qysrAb76DYXjUZDQUEBiqJgYCCj0ZsiZsEiMo/GY2JrTa9XniArK6vFX/Nm85VWWMn7uy+QU1aNvZkhzw9xx8LYkIziSlysTHC0UJGZmdkCkd+65BrTP5Iz/SL50j+tmbOioqJGtWtSETt9+nTuvfdennjiCXbt2oVKpWL06NHa/ZGRkXW+8r+WgoKC6w4EU6vVtR4HBARouy9cuHCB4OBgAgICeOaZZ655nBMnTjB69GjuvPNO3njjDe326upq7rjjDmbNmsX7778PQFVVFb179+aFF17gq6++qvd4L730Es8++6z2cWFhIV5eXjg7O7f4PLkajQaVSoWzs7Nc/E2QfeIUMZ//CMDI91/Fp1tQq7zuzeQr7mIh83aepaiiGi87c96N6IqLtRkAXVsiWAHINaaPJGf6RfKlf1ozZ2ZmZo1q16Qi9vXXXycjI4O3334bBwcHfvnll1oF29dff60tMBvjzjvv5M4772xKCLW4u7vTs2dPDh8+fM12J0+e5LbbbmP8+PF8/fXXtQbxXLx4kQsXLtTqFmFsbMyQIUPYv39/g8c0NTXF1NS0znYDA4NWuSBVKlWrvVZ7oKmuZuPjL6OurMI3fATBd09u1cFcN5KvfWdymLfhJJVqDV1drJk3IQhbc+MWjFJcTa4x/SM50y+SL/3TWjlr7PGbFIWFhQU//PADeXl5JCcnM27cuFr7t2/fTt++fZtyyEarqqqqNaMA1Hx1HxMTQ0BAgHbbpk2b+PHHH7WPExMTGTFiBOHh4Xz77bd1fjDu7u6Ym5sTHR2t3aYoCgcPHqx3Plmhnw58+j3ph2IwtbVm1P/ebPOzEayLS+eNdSeoVGsI8bHnv5O7SQErhBBCXEVvZkdXFIWZM2fi7+9PUFAQ+fn5/P777wQGBvLUU09p2/3+++9ERUXxwAMPUFZWxm233YZarSYwMJCPPvpI227MmDF0794dQ0ND/vvf//Lss8+SnJxM586d2bJlC8nJyfz000+6OFXRzHJOJrP3nU8BuO29V7B2b3y/7damKAq/HEzRzkIwtqsLz4zww9CgbRfdQgghRGtrdBFbXV19Yy9g1Dx1somJCQcOHGDt2rUcOXIEd3d3fvrpJ0aOHFmr3ZgxY+jataa34OXCl/9v777jm6reB45/knTvPWhLKRvKUPZespciArIrisoUUJQtiAiKiIIDURkKAgIyZW/Zs0DBQlkto3QBHXQn9/dHf82X0AItdKV93q9XX5CbM57b07RPTs49F7Jc+JKU9L99NYcNG0aLFi3YuXMnMTExDBgwgDfeeMPggjJhnHRaLVuHjEebkopf22b49+1W2CE9kVan8MO/19h4PmOHjz51fHirfukiP2sshBBCFIYcZ5imps/3UaaiKM8ulEMajYauXbvStWvXJ5Z5dJ9aKyurHK/R9ff3x9/f/4VjFEXLqR+WEH48EDM7G9rOm15kE8LUdB0zd17i36sxqIBhzcryWo1ShR2WEEIIUWTlOIkNCQnJzziEyHP3Qq5z8LNvAWj5xTjsvD2fXqGQJKSkM+Wfi5y7E4epWsW4tpVoXt44bsAghBBCFJYcJ7FykZMwJjqtlm1Dx5OenIJvq8ZUH5h/d5J7EdEJKYzfdIHrMYlYmWn4rGMVXvJ2KOywhBBCiCLPaC7sEiI3zixYxu0jpzG1sab9DzOK5DKCm/cTGbfxAhHxKThZmfJFF3/Ku9oUdlhCCCGEUZAkVhQ796+GcmDqHABafP4xdj5Fb23pf3fjmbj5AnHJ6XjZWzDr1Wp42uVsc2chhBBCSBIrihlFp2Pb0AmkJyVTunkDag56/ptp5JdjN+4xfVswyek6KrnZMKOLPw6yB6wQQgiRK5LEimLlzMLl3Dp0AlNrK9r9MANVEbsTzPb/IpizJwSdAnVLOzKlfWUszTSFHZYQQghhdCSJFcXGg+thHPg0YxlBs88+wqGMTyFH9D+KorDy9C0WHc24iUGbSm582Ko8JpqilWQLIYQQxkKSWFEsKDod24dNIu1hIj5N6vHy4D6FHZKeTlH442w0O67EAtCrlhfvNCxTJC82E0IIIYyFJLGiWDi7aBVhB45iYmlBux+/KDLLCFK1Or7ccZn9VzMS2CFN/Oj+klchRyWEEEIYP0lihdGLDbvNvklfAdBs6oc4li1dyBFleJiaztQt/3HmViwaFXzcuiKvVHIr7LCEEEKIYkGSWGHUFEVh+7CJpCU8xKthbWoN6V/YIQFw72Eq4zdd4Gr0QyxN1XzQwIOWFeQuXEIIIURekSRWGLVzS/4idO9hTCzM6fDTzCKxjODWgyTGbQziblwKDpamfN6pCg4kFnZYQgghRLFS+H/xhXhOcTfvsG/CLACafDoax/JlCjcg4FJEPKPWnuNuXAql7C2Y90YNKrrJXbiEEEKIvCYzscIoKYrC9hGTSY1/SKn6L1N76MDCDomTYfeZuvU/ktN0VHC15osu/jhamaHT6Qo7NCGEEKLYkSRWGKWgZX9zY9e/aMzNaP/jF6g1hXvDgN2XIvlqdwhanUItHwemdqiMlZm8vIQQQoj8In9lhdGJv3OXveO+AKDxpA9wrlSuUONZfeYWPx+6AUDLCq583LoCpnITAyGEECJfSRIrjIqiKOwYOYWU2Hg869Sg7oi3Ci0WnaKw8NB11gTeAaB7zVK818QPtdzEQAghhMh3ksQKo3Jx5QaubduHxsyU9j/NQm1SOD/CaVodX+8OYfflKADebVSGnrW8CyUWIYQQoiSSJFYYjYS7kewe+zkAjSaMwKVK+UKJIzE1nWlbgzl18wEatYqPWlWgTWW5iYEQQghRkCSJFUZBURR2fvApKQ/icH+5GvVGvVMocdxPTGXipotcjkrAwlTNlPZVqOfrWCixCCGEECWZJLHCKPy3ejNX/tmN2tSUDj/NLJRlBHdikxm/MYjbscnYW5gwo4s/ld1tCzwOIYQQQkgSK4zAw4hodn80HYCGnwzFtVqlAo8hJCqBCZsucD8xDQ9bc2Z1rYa3o2WBxyGEEEKIDJLEiiJNURR2jp5K8r0HuNWoQv0P3y3wGE7ffMDULf+RmKalnEvGTQycrc0KPA4hhBBC/I8ksaJIu/T3VkI27kBtYkKHn2ehMTUt0P73Xo7iy12XSdcpvORlz9SOVbAxl5eNEEIIUdjkr7EoshKj7rFrzDQA6n/0Hm7VqxRo/3+fvc2P/14HoHl5Fz5pUxEzuYmBEEIIUSRIEiuKrF0fTiMp5j4u/pVo+PGQAutXURR+PRLKqtO3AHithidDm5aVmxgIIYQQRYgksaJIurR+O5f+3opKo6Hjz7PQmBXMGtR0rY45e66w81IkAIMa+NK7tjcqSWCFEEKIIkWSWFHkJEbfY9foqQDUH/Mu7i/5F0i/SWlapm8L5njofdQq+LBVBdpVcS+QvoUQQgiRO0a1wC82NpbPPvuMxo0bU7NmTfr06cOZM2fypM7atWtp3rw5lStXpkePHly6dCm/TkM8w56xn5MYFYNLlQo0HDesQPqMTUpj7PrzHA+9j7mJms86VZUEVgghhCjCjCqJHT58OGZmZnz77bcsWbIEW1tbmjZtypUrV16ozoYNG3jzzTfp0aMHy5cvx8zMjGbNmhEdHV0QpyUeEbJpJ/+t3oxKrab9gpmYmOf/MoK7ccmMWnuO4IgEbM1NmP1qNRqUccr3foUQQgjx/FSKoiiFHUROabVaNBqNwWMLCwt+/vlnBg0a9Nx1ateuTc2aNVm0aBEAaWlpeHp6MmrUKCZNmpSj2OLi4rC3tyc2NhY7O7vnPcUc0el0REZG4ubmhlptVO9Dnirp3gMW1elIYmQ09cYMpvlnY/O9z2vRDxm/8QIxiam42Zozs4s/vk5WedpHcR2v4kzGzPjImBkXGS/jU5BjltOcyqh+ch5NRiFjCYBaraZBgwbPXSc+Pp7Tp0/Trl07fRlTU1NeeeUV9u3bl3fBi2fa88kMEiOjcapYlsYTRuZ7f4G3HjDq73PEJKZSxsmKed1r5HkCK4QQQoj8YXQXdu3fv5+BAwcSFxeHoihs3LiRqlWrPnedW7cytlHy8PAwqOPh4cG5c+ee2GZKSgopKSn6x3FxcUDGOxWdTvdc55ZTOp0ORVHyvZ+CdHXrXi6u2IBKrabdj1+gNjPN1/M7cDWaL3eGkKZTqF7KjmkdKmNjbpIvfRbH8SruZMyMj4yZcZHxMj4FOWY57aNQk9iPPvqINWvWPLXM/v378fX11T+uV68e+/btIzo6moULF9KnTx8OHTpE5cqVn9jG0+pkfqNMTAy/Faampmi12ie2OXPmTKZNm5bleFRUFMnJyU89pxel0+mIjY1FUZRi8TFMSmw820dOBqDKoJ6YlClFZGRkvvW382osv5+JQgHqelkzpJ4LibH3SMyn/orbeJUEMmbGR8bMuMh4GZ+CHLP4+PgclSvUNbHR0dEkJCQ8tYy3t3eWBPNR/v7+tGzZku+//z7H/T5aJyIiAg8PDzZs2EDXrl31ZQICAggJCeHQoUPZtpHdTKyPjw/3798vkDWxUVFRuLq6FosX/7Yh47mwfB2O5cvQ/9B6TC0t8qUfRVFYcvwmK05lzL539ndnWNOyaNT5uwdscRuvkkDGzPjImBkXGS/jU5BjFhcXh6Oj4zPXxBbqTKyLiwsuLi4v1IaNjQ2JibmbQ3u0jru7O6VLl+bw4cMGSeyhQ4fo1KnTE9swNzfH3Nw8y3G1Wl0gL0iVSlVgfeWnazv2c2H5OlCpaP/TTMyt82dNqlan8O3+q2y9GAFAQP3S9K3jU2A3MSgu41WSyJgZHxkz4yLjZXwKasxy2r7R/OQkJiYyduxYoqKigIxdBhYuXMiJEyd4/fXX9eXGjRunv0grp3WGDh3Kr7/+SlBQEIqi8OOPP3Ljxg0GDx5cgGdY8qTExrN9eMbuD7WHDsS7Ye186Sc5TcvULf+x9WIEahWMblmefnVLy124hBBCCCNmNBd2WVpa4uvrS+3atUlOTiYhIQFfX1+WLVtG586d9eWio6O5fft2ruqMHTuW27dvU6dOHczNzbGwsODPP//E379g7hRVUu2bOIuEOxE4lC1N009H50sfcclpTNp8kYt34zHTqJnYrhKNyzrnS19CCCGEKDhGtU9sppiYGKytrbGwyLp2MiYmhpSUFEqVKpXjOpmSkpJ48OAB7u7uuZ4ql31ic+f67oOseTVjn943ty3Hp0ndPO8jMj6FcRuDCLufhI25humdqlK9lH2e9/MsxWG8ShoZM+MjY2ZcZLyMT1HcJ9ZoZmIf5ez85Jm0Jz33tDqZLC0tsbS0fO64RM6kxiew4/+XEdR6v3++JLA3Yh4ybuMFoh+m4mpjxswu/pRxts7zfoQQQghROIwyiRXGbd+k2cTdvIN9GW+aTvswz9s/fyeWyf9cJCFFS2lHS2Z1rYabbdaL8IQQQghhvCSJFQUqdN8Rzv62AoD2P3yBWR7vRnDoWgwztl8iVavD38OW6Z2rYmdhmqd9CCGEEKLwSRIrCkxqwkO2D5sIwEvv9KF08yffLvh5bA66y7z9V9Ap0NDPiUntKmFuonl2RSGEEEIYHUliRYE5MOVrYkNvYVfai+bTP8qzdhVF4Y8TN/n9eBgAHaq6M6pF+Xy/iYEQQgghCo8ksaJA3Pz3OGcWLgeg3Q+fY2ZrkyftanUK8/dfZfOFuwD0q+vDwHqyB6wQQghR3EkSK/Jd6sNEtg4dD0CNt3pRpmXjvGk3XccXOy5x8FoMKmBE83J0re6ZJ20LIYQQomiTJFbku4PT5hJ7/Sa23p60mPFJnrSZkJLO5H8ucv5OHKZqFePbVqJZ+Re7hbEQQgghjIcksSJf3Tp8klM//Q5Au+8/x9zuxZcRRCekMG7jBW7cS8TKLOMmBjW9Cv4mBkIIIYQoPJLEinyTlpjEtqETQFGoPuAN/Fo3feE2Q+8lMm7jBaISUnC2MmNmV3/KushNDIQQQoiSRpJYkW8OTv+W+1duYOPpRosvxr1wexfD45i4+SLxKen4OFgyq6s/7nZPvo2wEEIIIYovSWJFvrh99DQnv18CQNv507FwePK9j3Pi6PV7TN8eTEq6jsrutszoXBV7S7mJgRBCCFFSSRIr8lxaUjLbhowHRcG/z2uUa9/yhdrbevEuc/dm3MSgnq8jk9tXxtJUbmIghBBClGSSxIo8d/iL+dwLuY61hxutvpz43O0oisKfp26x+GgoAO0quzG6ZXlMNOq8ClUIIYQQRkqSWJGn7pw4y4nvfgOg7XfTsHB8vl0DtDqFH/+9xobz4QD0ru3NoAa+chMDIYQQQgCSxIo8lJ6cwrYh41F0Oqr06kr5Tq88VzupWh2zdlziwNWMmxgMbVqWbjVL5W2wQgghhDBqksSKPHN41vfEBF/Bys2FV756vmUECSnpfLrlP87ejsVEreKTNhVpWcE1jyMVQghhjBRFIT09Ha1WW9ihlDg6nY60tDSSk5NRq19sWZ9Go8HExOSFP12VJFbkibunz3N87q8AtPl2KpbOjrluI+ZhKhM2XeBq9EOsTDVM61SFl70d8jhSIYQQxig1NZXw8HASExMLO5QSSVEUdDod8fHxebK0z8rKCk9PT8zMzJ67DUlixQtLT0ll6/vjUbRaKnfvSMWubXPdxq37SYzbGMTd+BQcrUz5oos/FVxf/O5eQgghjJ9Op+P69etoNBpKlSqFmZmZXCNRwDJnwV90BlVRFFJTU4mKiuL69etUqFDhuWd2JYkVL+zoVz8RffEyVi5OvPL1lFzXD46IZ+KmC8Qmp+Nlb8HMrtUoZS83MRBCCJEhNTUVnU6Hj48PVlZWhR1OiZRXSSyApaUlpqamhIaGkpqaioXF8/3NlyRWvJCIsxc5NudnAFp/8ylWrk65qn889B6fbQ0mOV1HRTcbZnSuiqPV83+0IIQQovh60bWYoujIi7GUJFY8N21qKlvfH4cuPZ2Kr7Wn0usdclV/R3AEc/ZcQatTqFPagU/bV8HSTG5iIIQQQohnk7c04rkdm7OQqPPBWDo50PqbT3NcT1EUVp2+xVe7QtDqFFpXcmV6p6qSwAohhChWjh8/joeHBykpKYUdSrEkM7HiuUQGBXPkyx8BeGXOFKzdnHNUT6coLDh4nb/P3gGgx8teDG5UBrUs0BdCCFHMpKamEhERgaIohR1KsSRJrMg1bVoa294fjy49nfKdW1P5jU45qpem1fHVrhD2hkQB8H5jP9542Ss/QxVCCCFEMSXLCUSuHZ/7KxGBF7BwtKfNd9NydJViYmo6EzdfZG9IFBq1ivFtKkoCK4QQosDdjo7j37M3uB0dV2B97tq1i9atW1O2bFm6dOnClStXDJ4PDw/n3XffpUKFClSrVo1hw4Zx7949/fNRUVF4eHjg4eGBj48PzZo1Y8WKFQZtZC5dWL16NW3btqVs2bJ07NiRkJAQ1q9fT+PGjSlbtix9+/Y1aLtnz576th/9Onz4cP5+U/KAzMSKXIm6cJnDM78HoNXsSdi4P/tuWvcTM25iEBL1EAtTNVM7VKFO6dzfDEEIIYTIpCgKiSlpuaqzctc5xv20A52ioFapmDWkLW+2rpGrNqzMTXO9xdTw4cP59ddf8fDw4NNPP6Vt27YEBwdjZmZGbGwsTZo0oX379qxfvx5FUfj000/p3LkzBw8eRK1W4+zsTGBgIJCxROHw4cO899572NnZ0alTJ/3xiIgIZs2axfz583FwcODtt9+mZcuW+Pj4MHfuXKytrRkwYABjx47lt99+A+Dnn382WLM7ffp0/vzzT0qXLp2rcywMksSKHNOlp7NtyDh0aWmU69iKqr26PrPO7QdJjNt4gfC4ZBwsTZnRuSqV3G0LIFohhBDFWWJKGqVfn/3c9XWKwsc/bufjH7fnql7Y32OxtsjdVpBz5syhdevWACxZsgQfHx9WrVpF//79WbhwIQ4ODvzwww/68n/88QcODg6cOHGC+vXro1ar8fDw0D9funRpzpw5w9KlS/VJbKYFCxZQt25dAD744AN69+7Ntm3bqFatGgDDhg1jxowZ+vKOjv+bVPr7779ZuHAhmzdvxtvbO1fnWBiMLolNS0sjKCiIhIQEKlWqhJubW57UefjwIefOncPExISqVatibW2dH+EbtRPzFnH3dBDmDna0zcEygsuRCUzYdIEHSWl42lkwq6s/Xg6WBRStEEIIUTQ0btxY/39bW1tq1KjBuXPnADhy5AjBwcF4e3ujKIr+S6vVcuXKFerXrw/A77//zqJFiwgNDSUpKYnExEQqV66cpa+qVavq/+/i4gJAlSpVDI5FR0dnqXf+/HkGDBjAl19+Sbt27fLmxPOZUSWxf/75J5MnT8bFxQUTExNOnz7N4MGD+e67756YUD2rjqIofPzxx/zxxx+ULVuWxMREbt68yQ8//MCbb75ZwGdYdMUEX+HQ598B0GrWBGw83Z9a/lTYfaZuDSYpTUt5V2u+6OyPk7XcxEAIIUTesDI3JezvsTkuHx4dT8P3fkb3yE4BGrWKwwvew9Ml558QWpmb5ipOAFNTwzpmZmakpqYCkJKSQuvWrfn555+z1LO3twfgr7/+YsSIEfz444/UrVsXOzs7vvvuO7Zu3ZqljkaTdbvKx489vltCTEwMr776Kt27d2fMmDG5O7lCZFRJrKIoHD9+HGfnjO2cTpw4Qb169Wjfvj0dO3Z8rjqKouDu7s7Vq1f1s6/ffPMNAwcOpEmTJkYxnZ7fdFotW4eMR5uahl/bZvj37fbU8rsvRTJ7dwjpOoWXve2Z2rEK1mZG9aMmhBCiiFOpVLn6WL+8tzNzR3ZkzPwtaHUKGrWKb0Z0pLx3zraIfBFnz56lVatWAKSnp3PhwgW6dcv4W1qtWjVWrFiBk5MTZmbZn8+uXbvo3Lkzffv21R+7evVqnsSWnp5Ojx49cHV1ZeHChXnSZkExqt0J+vbtq09GAapXr46JiYnBVXa5raNWq/noo48Mlg/07duX1NRU/VR/SXfy+yWEnziLmZ0N7eZ//tRlBGvO3Gbmzsuk6xRaVnBhRhd/SWCFEEIUCf3avcSZJcPZMKsfZ5YMp1+7lwqk3/HjxxMZGUl6ejpTpkwhKSmJPn36ADBkyBBiY2P1/wJcv36dYcOGcf/+fQB8fHw4duwYkZGRKIrCypUrWbt2bZ7E9uGHH3Lp0iXWrVuHubl5nrRZUIwuu4iKiuLYsWPExcWxZMkSmjVrRvfu3fO0zsGDBwGoVKnSE8ukpKQYXM0XF5exVYdOp0On0+XmlHJNp9OhKEq+9wNwL+Qah6Z/C0CLL8Zh7emWbb86ReHXI6GsCcy4iUG3Gp6817gMahUFEmdRVpDjJfKGjJnxkTEzLrkdr8zymV8vopSzLaWcM5YP5PdNCDLbf/XVV6lWrRrx8fG4uLjw119/4eDggKIo+Pr6snv3bkaPHo2zszOWlpZ4eHgwZswY7OzsUBSFDz74gCNHjuDt7Y2pqSkVK1akd+/eBAUF6ft49N/sjj0eU+a/a9eu5cGDB9SqVcsg9rVr19KoUaNszycvvm+ZcWaXN+X050KlFOJtJM6ePcvNmzefWqZVq1ZYWVnpH58+fZopU6YQHR3N1atXmThxIqNGjXpqG7mpc/v2berWrUv79u1ZtGjRE9ucOnUq06ZNy3L88uXL2Nrm79X3Op2O2NhY7O3tUavzbzJdp9Wyo/cIok4H4dmkLq8s/jrbWdh0ncIvJyM5FBYPQK9qznSu5JDrLUiKq4IaL5F3ZMyMj4yZccnteKWlpREbG4uvry8WFhYFEGHeSEtLIyYmRr+zQGxsLHZ2dk/8+5icnIxWq33ixeVJSUlotVpsbGxITEwkKSlJ/2nz431BxrZb9+7dMziWkpJCbGys/iL3qKgotFptlr4eX96QebGZRqPJk7/vycnJhIaGYm9vn2XNcHx8PBUrVtR/v56kUJPYb7/9ll27dj21zC+//IKnp2e2z50+fZomTZrw448/EhAQkKM+n1YnKiqKFi1a4OnpyebNm5/6QsluJtbHx4f79+8/9RueF3Q6HVFRUbi6uubrL+tTPyxl3/iZmNlaM/DoJux8SmUpk5SmZfq2S5y8+QC1Csa0LE/bys/eMaIkKajxEnlHxsz4yJgZl9yOV3JyMjdu3MDPz8+oktjiJi0tLUvC+bySk5O5fv06ZcqUyTKmcXFxODo6PjOJLdTlBKNGjXrmLOrT1KpVi7p167Jnz54cJ7FPqhMdHU2rVq1wd3dn48aNz3yRmJubZ7t2RK1WF8gvUJVKla993b8aysHP5gLQ/PNPcPDNeoHbg6Q0Jm66wKXIBCxM1EzpUJl6vk75Eo+xy+/xEnlPxsz4yJgZl9yMl1qtRqVS6b9EwVMURf+9z4sxyBzL7H4GcvoaNppXular1S94zpSUlMSVK1coVep/M4Tnzp3jwIEDuaqTmcC6urqyefNmg+ULJZGi07FtyHjSk5Ip3bwBNQf1ylImPC6ZD9ac5VJkAnYWJsx+rboksEIIIYQoMEZzYVdaWhoNGjSgV69eVK1alQcPHrBo0SLUajUjRozQl5s3bx5Hjx4lKCgoR3VSU1Np06YNERERTJo0iT179ujbqlmzJj4+PgV+roXtzM/LuHX4JKbWVrT/8Yss77iuRGXcxOBeYhrutubM6uqPj2PJTvyFEEIIUbCMJom1sLDg8OHD/PLLL6xbtw5ra2v69+9PQECAwQLomjVr6j/mz0md5ORkvLy88PLy4vfffzfoc+TIkSUuiX1wPYwDn84BoPn0sdg/tozgzK0HfPrPfySmaSnrbMUXXfxxsTGuLTmEEEIIYfyMJomFjPv7fvzxx08t8+isbE7q2NnZsXnz5jyJz9gpOh3bhk4kLTEJn6b1eemd3gbP7wuJ4sudl0nTKdT0smdaxyrYmBvVj5AQQgghignJQIRe4G8rufnvMUytLGn3wwxUjyysXnf2Dj/+ew0FaFbOmXFtKmFmYjRLqoUQQghRzEgSKwCIDb3F/smzAWg69UMcy5YGMq5GXHQ0lBWnbgHwanVPhjYti0YtV4cKIYQQovBIEitQFIXtwyeRlvAQ70Z1qPV+PwC0OoVv9oaw/b9IAN5q4Euf2t6yvYkQQgghCp18Hiw4t+QvQvcexsTCPGM3ArWa5DQtU/65yPb/IlGr4MNW5elbx0cSWCGEEOIFhIWFERAQQEJCwhPLREZGEhAQwP379/M1loLqJ79IElvCxd28w74JswBoOnUMjuXLEJuUxtj1QRwLvY+ZRs20jlXoUNXjGS0JIYQQ4lE3btwgICCAxMRE/bF79+6xdOlSkpOTn1gvLi6OpUuX8vDhwxz3lZiYyKJFixgxYgQTJkxg3759z6zzPP0UJZLElmCKorB9xGRS4x9Sqv7L1BoygIi4ZEatPcd/EfHYmpsw+7VqNPRzLuxQhRBCCKMTHR3N0qVLSU1N1R8rXbo0ixcvxtbWNs/6iYqKonbt2hw/fpwqVaqg0+no2rUrn3zySZ71URTJmtgSLOiPtdzY9S8aczM6/DSTG/eTGb/pAjEPU3G1ybiJga+T3MRACCGEyK3o6GimTZsGwNChQzEzM6N+/fp06tSJffv28cYbb+j3tU9ISOCnn37ixo0bVK5cmaZNm+rb0el0DBs2jH79+tG4cWP98bi4OD744AM++eQTSpcuzcGDB3F2/t+kk6enJxMmTGDmzJn627g+rR9jJDOxJVT87bvsHT8TgCaTR3HL2pnRf58j5mEqZZysmPdGDUlghRBCFDvxt+8Stv8o8bfv5ms/FhYW1K5dG4AmTZrQokULqlatmmU5gVarpUWLFixbtozy5ctz/vx5OnbsqG9HrVaTkJDAnDlzDNpfsWIFmzdvpmzZslhZWRkksADh4eG4u7vrE9hn9WOMZCa2BFIUhR0jJ5MSG49n3Zokd+rKpxuDSNMqVPO0Y3qnqthayI+GEEKIoktRFNISk3JVJ2j5OvZ8NB1Fp0OlVtPq68lU69stV22YWlnm6CJnGxsbOnfuzLRp0+jTpw8ODg4ABAYGGpRbtmwZISEhhIaG6ssMHz6cH374QV/mnXfeoU2bNkRFReHq6grAokWL6NevH2ZmZvpyP/zwA8eOHePatWtotVo2bNiQq36MjWQqJdCFFeu5tn0/GjNT1BMmM337ZRSgcVknJrSthLmJprBDFEIIIZ4qLTGJ79xfeu76ik7H7jHT2D1mWq7qfRARiJl13n1SuX//flq3bq1PLAF69uxpkFw2b94cPz8/li1bxujRo7l48SLHjx/n119/NWjL398fCwsL3NzcWLx4MVu2bKF69eo57sfYSBJbwiSER7Dn4xkoQNKU6Sy6FAdAJ38PRjYvJzcxEEIIIQpQVFQUHh6GOwA5OTllKff222+zaNEiRo8ezaJFi6hbt64+Qc3UokULWrRoAUCDBg3o1asXvXr1okyZMjnux5hIEluCKIrCjg8+JSkugRuDRxFi4gZA/7o+DKhXWvaAFUIIYTRMrSz5ICIwx+Xj70SwuHYHFJ1Of0ylUfPWya3YlnLPVb85lZO/q6VLl+bKlSsGx0JDQ7OUCwgIYNKkSRw5coRly5YxderUp7Zbo0YNdDodN27coEyZMjnux5jIhV0lyH9/beLyjn852384IeVqoFbBBy3KMbC+rySwQgghjIpKpcLM2irHX84V/Gg7fzoqTUbqo9KoaTtvOs4V/HLVTm7+XmbOdN67d++JZV5//XV2797NuXPnAEhPT2fevHlZyrm5udG5c2cCAgKIi4ujd+/e+ueOHTvG7du3DcovXboUKysratasmat+jInMxJYQCRFRbJ38DSff+YgHZSpgqlExsW0lmpRzKezQhBBCiAJRY2AP/Fo35f7VUBzL+WLrlb838ilTpgy1a9fm1VdfpVatWjRo0ICGDRsalHnllVcICAigSZMmtGrVipCQkCwf+2caPHgwHTt2pG/fvtjb2xs816FDBxwdHfHw8ODChQvcu3ePZcuW4ejomOt+jIUksSWAoiis+/grDvQawkN3L2zMNEzvXJXqpeyfXVkIIYQoRmy9PPI9ec2kUqk4dOgQ+/fv5+7du/j6+mZ7s4Nff/2Vd999V79/q5+fH2vXrs2yZjVzVvXtt982OF6/fn1OnTrFiRMnuHXrFiNHjqROnTr6fWhz24+xUCmKohR2EMVBXFwc9vb2xMbGYmdnl6996XQ6IiMjcXNz0+//9jR7V25lzpU0kh2ccDJT82X3mvg5W+drjOJ/cjteovDJmBkfGTPjktvxSk5O5vr16/j5+WFhYVEAERZN06ZNY+XKlVy8eLHAlwEqikJ6ejomJiZ50vfTxjSnOZXMxBZzJy/e5KubGtIcbHHRJvNd7ya425bcXwBCCCGEsTlw4ADff/89GzduZNWqVXIdy/+Tt6vF2OHrMUzcdY00Sytcom7z01sNJYEVQgghjIynpyddunTh+PHjvPrqq4UdTpEhM7HF1JYLd5m7NwRFrcE1+CxfvtUcRztZQiCEEEIYmwoVKlChQoXCDqPIkSS2mFEUheUnb7LkWBigwuvEvwwqZ0np2tUKOzQhhBBCiDwjSWwxotUpfH/gKpuC7gJQds8mGtwMovHCdYUcmRBCCCFE3pIktphITdcxc+cl/r0agwqFShuWU+b4fjru/QsTc7PCDk8IIYQQIk9JElsMJKSkM+Wfi5y7E4eJWkWtDX/geGQv9T58F49a1Z/dgBBCCCGEkZEk1shFJ6QwftMFrsckYmWmoePF/cQf2otzpXI0Gj+isMMTQgghhMgXssWWEQu7n8jItee4HpOIk5UpY1yTif91ESq1mvYLZmFiYf7sRoQQQgiRLx48eMDKlStJTU0t7FCeKj/iLIhzlyTWCEUlpLDzygNG/X2eyPgUvB0smd2mLBfHTgagzshBlKpbs5CjFEIIIUq2Gzdu0Lt3b+Li4go7lKfKjzgL4txlOYGR2XrxLt/suULmvYI97Mz5tnsNjoyezMO7kThW8KPxxJGFGqMQQgghjIejoyO9evXC3Ny4PsGVmVgjEpWQYpDAAkTGp3B1z2GClv0NKhUdfpqJqaXclUsIIYQoam7fvs3atWsNjsXHx7Ny5UqSkpIAiI6OZuXKlWi1Wi5evMjGjRu5dOkSkLEX/IkTJ9i4cSM3b97Mto+YmBj++ecfdu3axb179wyee7TtkydPsmbNGiIjI7G3t+e1117LksTeu3ePbdu2sXfvXn18AMnJyaxcuZKVK1eydu1aTp8+jU6ne+HvT24Z1UysTqdjzZo1bN++nYSEBPz9/Xn33Xfx8PDIszrr169nwYIFdOvWjffeey+/TuW53H6QZJDAAugU+Ofr37AEag8biFeDWoURmhBCCGEUohJSuP0gCS8HS1xtCnbm8cSJEwwcOJDu3bvrj92+fZvevXtz8+ZNvL29CQ4Opnfv3ixYsIDExEQcHBzYvXs3n3/+Obt37yYhIQFra2sOHz7M+vXradeunb6tn376ifHjx1O3bl0UReHUqVP8/PPP9OzZE0Df9rJly7h16xaVKlWiatWqpKam0rt3b6KionBxcQHgxx9/ZOzYsVSvXh1ra2siIiJYtWoVVatWJSUlhfXr1wOQmprKyZMn8fLyYtu2bdjb2xfY99OoktiBAwei0Wh45ZVXMDEx4bfffmPBggWcPn36iUlpburcuHGDESNGkJ6eTuXKlQvilHLFy8EStSojcc2kUnSoLl3CoZwvTaeMLrzghBBCiAKkKArJ6bmb/dsRHMH3B66hKKBSwfBmZWlb2T1XbViYqFGpVLmq8zxatGjB1KlTAZg0aRITJkxg5syZjBs3DoBRo0Yxbdo0fRJ77NgxPvnkEw4fPky1ahl36fznn3/o3bs3LVu2xNXVVd92+fLl2bx5s/5xYGCgQd+HDh1i+PDhrF69Wp9wX7t2jQcPHgBgb2/PypUr9eVTU1Np1aoVX3/9NdOnT8/T78PTGFUSO3/+fBwcHPSPX3vtNezs7Ni+fTsDBw58oTrp6en07t2b6dOn8+233+bTGbwYVxtzRrcsz9y9V9ApoEahytqlWMQ/oMPq7zG1sizsEIUQQogCkZyuo8vPR567vqLA/P3XmL//Wq7qbXqvIZammufuN6ce/TS4YcOG2R5btmyZ/vHSpUspX748wcHB/PfffyiKgqIopKWlcfLkSTp06KAvO3Lk06+d+f3336lfv77BjLGfnx/p6ekG5QIDAwkNDSUpKQkvLy+OHz/+fCf7nIwqiX00GQW4ePEi6enpVKxY8YXrTJo0CW9vbwICAopsEgvQoaoHtbztOfvfdYKGfoL20iVqDRmAd+O6hR2aEEIIIfKIo6Oj/v+Za1UfP5acnKx/fOPGDWJjY1mzZo1BO6+++irW1tYGxzw9PZ/ad1hY2FNzq5iYGNq2bcudO3d4+eWXsbOz4/Lly88+qTxmVEkswKlTp5g4cSJxcXFcuXKFVatW6d+hPG+dnTt38ueff2aZTn+alJQUUlJS9I8zt5DQ6XT5vrjZ7H4M0Z9/hfbSJezL+NBkyqhCWVAtckan06EoioyREZExMz4yZsYlt+OVWT7zC8Bco2Ljuw1y3Gd0QgpvrziD8siSPLUKfu39Mi65WBtrrlHpY3iWzHKZcatUKv25ZMq8YOrx83v8/4/+m90xOzs7ypUrx4oVK54YS3b1s4vTwcGBmJiYLOeZ+Thzsi8sLAwTk4xUcty4cWzfvj3bmLP7fmUezy5vyunPRaEmsXPmzGHnzp1PLbN48WKDdwy+vr6MGjWK6OhoFi9ezJQpU2jWrNlTL+56Wp2IiAgGDhzIH3/8gZOTU45jnzlzJtOmTctyPCoqyuCdUV4L+WszRyfOJvNV6NW6MfcfJsDDhHzrU7wYnU5HbGwsiqKgVsuGIMZAxsz4yJgZl9yOV1paGjqdjvT0dIOPtE1zsTTV09aMD5r5Me/A9YwleSoY2cwPT1szyHLZ9JNptdocl82MNTNuDw8PkpKSCAsLo1SpUgDs3r3boExm+4+e66PHHo8j81ibNm0YMmQIQUFBBtf1REdHY2dnh5mZWbZtZxfnK6+8wsiRI7lx4wbe3t76/qKjo3FzcyM8PBw/Pz+DOhs2bMDc3Nygrez6erRPnU5HTEwMpqamBs/Fx8fn6PtbqEls27Zt8ff3f2qZx69yc3FxoX379gD06tWLihUrMnfuXL788ssntvG0OmvWrOHhw4fMnj2b2bNnA/9bvBwcHMyWLVuyfYGNHz+eMWPG6B/HxcXh4+ODq6srdnZ2OfsG5FL87bscm/S1PoEF+G/xXzT58H1svZ6cxIvCpdPpUKlUuLq6yh9XIyFjZnxkzIxLbscrOTmZ+Ph4TExM9DN/z6NTtVLUK+PMndhkStlb5PvuBJmxZsZdu3ZtqlevTt++fQkICODy5cv6C6Qyy2g0GoPHgMGxTI8fGzhwIBs2bKBVq1aMGDECT09Pzp8/z9atWzl16tQT284uzoEDB7J69WqaNWvG8OHDsbKy4q+//mLKlCl4eXnx2muv0a1bN6ZNm4a3tzfLli0jIiICX19fg7ay6+vRPtVqNc7OzlhYGG4N+vjjJ35/c1Qqn1SvXp3q1as/d31TU1O8vLwIDw9/7jpdunShXLlyBmVCQkKoUaMG77333hOvQDQ3N892U2C1Wp1vv0Bjr4WhPDbFrmh1xF6/ib1PqXzpU+QNlUqVrz8bIu/JmBkfGTPjkpvxUqszdgTI/HoRbrYWuNkWzH7qTk5O9OrVCwsLC1QqFSYmJuzbt4958+Zx9OhR/P392b17N5MnT8ba2hqVSoWbmxu9evXCxMREf66enp706tXL4Nx9fHx444039MdMTExYv34969atY/fu3dy8eZOXXnqJGTNmYGtrm3Hu2bSdXZympqb8888/rFixgv3792Nra8tXX31FnTp1AOjcuTObN29m/fr13L17l8GDB+Pg4MCRI0f07T7e5uMyxzK7n4GcvoZVSk4XdhSy5ORkli9fzqBBg/TfjAMHDtCmTRt+/vlnAgICgIx1GsHBwSxYsCDHdR730ksv0aJFi1xd4BUXF4e9vT2xsbH5OhP7c5UWBomsSqPmvYv7ZCa2CNPpdERGRuLm5iZ/XI2EjJnxkTEzLrkdr+TkZK5fv46fn1+OZ+lE3lIUhfT09CwJ8PN62pjmNKcymgu7TE1NOXPmDN7e3pQrV44HDx5w48YNPvnkE4OtsoKCgjh69Giu6hgLWy8P2s6fzo6Rk1G0OlQaNW3nTZcEVgghhBAljtHMxGaKjY0lKCgIa2trKlSokGXbiAsXLvDgwQMaN26c4zqPO3z4ME5OTrm64UFBzMRmir15h+unzuJXu6YsIzACMkNkfGTMjI+MmXGRmVjjIzOxecDe3t4gQX1cdheKPavO4xo1avRcsRUUWy8PPEzV2Lq5FXYoQgghhBCFQt6uCiGEEEIIoyNJrBBCCCGEMDqSxAohhBDCKBjZZTziKfJiLCWJFUIIIUSRlnlHp8TExEKOROSVzLF8/G5duWF0F3YJIYQQomTRaDQ4ODgQGRkJgJWVVZ5cIS9yLq92J1AUhcTERCIjI3FwcNDfRex5SBIrhBBCiCLPwyNjT/TMRFYULEVR0Ol0+runvSgHBwf9mD4vSWKFEEIIUeSpVCo8PT1xc3MjLS2tsMMpcXQ6HTExMTg7O7/wXsympqYvNAObSZJYIYQQQhgNjUaTJwmQyB2dToepqSkWFhZF5oYiRSMKIYQQQgghckGSWCGEEEIIYXRkOUEeydzvLC4uLt/70ul0xMfHF6kpffFkMl7GR8bM+MiYGRcZL+NTkGOWmUs9ay9ZSWLzSHx8PAA+Pj6FHIkQQgghhPGLj4/H3t7+ic+rFLn9RZ7Q6XTcuXMHW1vbfN+7Li4uDh8fH27evImdnV2+9iVenIyX8ZExMz4yZsZFxsv4FOSYKYpCfHw8pUqVeuqsr8zE5hG1Wo23t3eB9mlnZycvfiMi42V8ZMyMj4yZcZHxMj4FNWZPm4HNJAtRhBBCCCGE0ZEkVgghhBBCGB1JYo2Qubk5n376Kebm5oUdisgBGS/jI2NmfGTMjIuMl/EpimMmF3YJIYQQQgijIzOxQgghhBDC6EgSK4QQQgghjI4ksUIIIYQQwujIPrFFQFpaGidPnsTFxYUKFSo8tWx8fDxnz57Ncvyll17CxsbG4FhCQgLBwcG4uLhQpkyZvAy5xAsPD+fq1atUr179mXvZXb16lfDwcINj1tbWvPzyywbHtFotly9fxsTEBD8/P0xM5OWZlwIDA9FqtdSuXfuZZQ8dOpTldodly5alVKlS2Za/fPkykZGR1KpVCysrqzyJt6RLSEjg7Nmz+Pr6PnMP7sjISC5fvpzleKNGjbLdKP3q1askJydTpUoVueVpHsr8XVe/fn1MTU2fWvb8+fPExsYaHHNxcaFy5coGx9LS0rh27RqJiYn4+fnh4OCQ12GXWFqtllOnTmFjY0PVqlVzXO/u3buEh4dTpUoVLCwssjyflJTExYsXsbe3p3z58nkZclaKKDSxsbHKhAkTFG9vb8XGxkYZOHDgM+scOXJEAZSGDRsqjRs31n8FBwcblFu8eLFibW2tVKpUSbG2tlbatWunxMfH59OZlBwnTpxQunfvrri6uiqAsnfv3mfWee+99xRnZ2eD8erfv79Bmc8//1xxd3dXqlSpopQpU0bx8vJSNm3alE9nUbJ8//33StWqVRUHBwelXLlyOaqj0WgUf39/gzH766+/si176dIlxc7OTgGU8+fP52XoJdLNmzeVoUOHKh4eHoqpqakyc+bMZ9ZZvHixYmZmZjBejRs3VhITEw3KnTlzRqlevbri5uam1K5dW/H391cCAwPz61RKjK1btyqtWrVSnJycFEAJDw9/Zp3mzZsrPj4+BuM1adKkLO2WKlVK8fX1VV566SXFwsJCGTlypKLT6fLrVEqEpKQk5bPPPlN8fX0VOzs7pVOnTjmqFx0drXTu3FmxsbFR6tSpo/j6+iqrV682KPP3338r9vb2Svny5RV7e3ulUaNGSlRUVH6chqIoiiJTPYUoIiICKysrTpw4Qb9+/XJVd8eOHVlmXjNdvHiRd955h8WLF9O/f39iYmKoX78+H3/8MT/++GNehF5iBQUF0atXL2bPnk3ZsmVzXK9FixasWbMm2+e0Wq3+nauTkxMAU6dOpVevXly9ehUPD488ib2kunbtGqtWrWLNmjUsW7Ysx/W+/vpr2rdv/9QyKSkpvPnmm7z//vt89dVXLxqqIGM2r2rVqsycOTNXs0Ourq4cPHjwic9HRETQunVrevbsyfz589FoNFy9epWQkBBq1qyZF6GXWEFBQYwfPx5FUWjbtm2O6w0YMIDPP/882+cURaFfv368+eabfP/99wAcO3aMBg0a0KZNGzp37pwnsZdEsbGxpKSkcODAAT7++GMSEhKeWUen09G1a1cAwsLCcHR0JD4+nvXr1+vL3Lp1i759+zJjxgxGjx5NQkICTZo0YejQofz111/5ci7yOUohqlChAhMnTnyuJCUkJITAwEAePnyY5bmlS5fi4+ND//79AXB2dmbIkCH88ccfpKWlvXDcJVlAQAA9evR45kdlj0tOTub06dNcvXoVnU5n8JxGo+Hzzz/XJ7AAQ4YMITExkdOnT+dJ3CXZnDlzqFatWq7rhYeHc/LkSWJiYp5YZuzYsdSsWZMePXq8SIjiEc2bN2fYsGG5vq2lTqcjKCiICxcukJqamuX57777Do1Gw9y5c9FoNACUK1fumW9UxLN99NFHtG7dGpVKlat6cXFxnDhxglu3bmV5Li0tjdjYWBo2bKg/VqdOHczNzYmKinrhmEsyd3d3Pv/8c0qXLp3jOtu2bePw4cMsWLAAR0dHAGxtbfV5BsCKFSuwsLBgxIgRANjY2DB69GjWrVvHgwcP8vQcMkkSa6ReffVV3nzzTZycnBgzZgxarVb/3JkzZ7Ks+6tXrx4JCQlcuXKloEMVwPbt2wkICKBhw4b4+vqyZcuWp5Y/ceIEkPFHVhSOjz76iLfffhsvLy+6du1KZGSkwfObNm1iy5YtzJs3r5AiFI8KDw+ne/fudO7cGScnJ+bOnWvw/O7du2nTpg1qtZozZ85w/fr1LG8oRcH65ZdfGDx4MNWqVaNGjRoGb9rNzMyYOnUq06dPZ9WqVezYsYMBAwbIm8ZCsnv3bnx9falevTrBwcFcvHiRlJQUgzJnzpyhRo0aBtdz1KtXj/T0dM6fP58vcUkSa2ScnJzYs2cPYWFhBAcHs3//fhYuXGjwUea9e/dwdnY2qJf5+N69ewUar4B27dpx+/Ztzp07R3h4OL1796ZHjx5cvXo12/LR0dGMGDGCnj17UqlSpQKOVgD89NNPREVFcfbsWa5cucLVq1d566239M/fvn2bwYMHs2zZMmxtbQsxUgEZn2oFBQVx6dIlrl+/zqJFi/jwww9Zt26dvsydO3dITEykWrVqvPXWWzRs2JDq1atne6GsyH+DBw8mOjqawMBA7ty5Q6VKlXj11VeJj4/Xl+nevTsuLi6MHTuWsWPHsnPnTkaMGPHEpXQi/9y5cwdHR0deeeUVXnvtNbp27Yq3tzerV6/WlymM3EOSWCNTsWJFWrZsqX/coEEDAgICWLlypf6YqakpycnJBvWSkpKAjHe3omB169YNNzc3IGPpwMyZMzE1NWXjxo1ZysbGxtK+fXs8PDz49ddfCzpU8f8GDx6sv2rd29ubyZMns2XLFuLi4oCM5R6NGjUiPT2dgwcP6hOhM2fOEBISUmhxl1SNGzfG399f/7hnz560atUqy+/Ff/75h+XLlxMYGEhYWBgVK1bkzTffLIyQS7y+fftibW0NgJWVFXPnzuXWrVv6dc3x8fE0b96chg0bEhoaytmzZ9myZQvvvPPOE68vEPnH1NSUwMBA3njjDYKDg7ly5QpjxoxhwIAB3L59W1+moHMPSWKLAXd3d/0PEYCvr6/BY0D/ODdrYET+0Gg0ODs7ZxmjuLg42rZti0ajYdu2bTLDV4S4u7sDGbMRkDG7EBkZybhx4xg3bhzz588HYO7cuQYzE6LwPP57sUyZMtSpU4c6deoAGX9UBw0aRHBwMNHR0YUVpvh/bm5uqFQq/ZgdP36cyMhIhg4dql9rW6dOHerXr5/tBIDIX2XKlEGj0TB48GD9sffff5/k5GT98rfCyD0kiS3i4uLiOHjwoP7qwewu5Nq5c6fBhStt2rTh4MGD3L9/X39sw4YNVK9eXf/HWOSfK1eucObMGSDjCtvMd6KZQkJCCA0NNRizzAQWMnaeeNbesyJvHTx4UJ+gZvca27FjB9bW1vr9lhcvXszBgwf1X5mz5r///jsTJkwosLhLqoiICA4ePKhf0/r4mCUlJXHw4EGD11i7du0IDw83WAd769YtzMzMcn0Rmci98+fPExwcDGRc6ProdRyQ8XdMURT9mLm6ugIYXPSl0+m4ffu2/jmRfzJfQ5kXZLVr1w6tVsvdu3f1ZTLHJnM82rRpw7lz5wgNDdWX2bBhA15eXlSpUiVf4pQttgpZ5kcnsbGxmJmZcfDgQSwsLPSzBefOnaNp06acOHGCOnXq8PHHH6NSqWjVqhVqtZo//viDkydPsnPnTn2b/fr149tvv6Vr1658+OGHnD17lqVLlxpshSGeT+am6plXx54/fx4TExNKly6tf6c5a9Ysjh49SlBQEGlpadSuXZt33nkHf39/wsLC+OKLL6hVqxa9e/cGMq7C7dChg34t36ML4CtUqCBvPF5Q5qbqYWFhJCcn619z9erV03/E1bRpU+bOncuoUaNYs2YN69ato3v37ri6urJr1y7mzZvH7Nmzs93YW+StpKQkTp06BUBqaiqhoaEcPHgQR0dH/ZKBTZs2MXjwYOLj47GxsaFnz568/PLLNGjQgMTERObNm0dycjKffPKJvt2hQ4fyyy+/MGDAAPr160dYWBiTJ09m9OjRsszqBYWGhnLz5k2CgoKAjFlUJycnKleujIuLC5CxBMfDw4M1a9YQGhpK3759eeeddyhbtixBQUHMmDGDHj160KBBAwCqVatGy5YtGTRoEFOnTsXJyYk//viDO3fu8PbbbxfauRYXx44dIy0tjejoaH3CqtFo9LtBhIaG0rRpU7Zu3Ur79u1p3Lgx3bp1o3v37owfP5709HSmT59Os2bN9GPWpUsXGjVqRLdu3Zg0aRLXrl3jm2++4bfffsu3m4qoFOWx29KIAtWkSZMsxzw9PfUfSZ4/f54hQ4bw22+/UalSJbRaLUuXLmXbtm0kJSVRpUoVRowYgY+Pj0Eb9+7dY9asWZw6dQpnZ2fee+89XnnllQI5p+Js69atzJgxI8vxQYMGMWjQIAC+/PJLLly4wO+//w5kXDU9f/58zpw5g6OjI02bNuWdd97Rb9MVGxtLp06dsu1v3Lhxsh/iCxo6dCjnzp3LcnzdunX6GYQmTZrwwQcf6K963rVrF8uXLyc8PBw/Pz8CAgKoX7/+E/u4dOkSb7/9Nn/88Qd+fn75cyIlRFhYGH369MlyvEGDBnz99dcAbN68mVmzZrFz504sLS1JTExkwYIF7N+/H41GQ82aNRk5cqR+K6BMkZGRfPXVVwQGBuLi4qLf5SW3W0MJQwsWLMh2D+Zp06bp/+4MHToUZ2dnpk+fDkBwcDA//fQTwcHBeHh40LFjR3r16mVQPykpiZ9++olDhw7x8OFDKlasyPDhw6lYsWL+n1Qx17lz5yzbXllZWbFjxw7gf6/DOXPm6H/3paamMn/+fHbu3ImFhQWNGzdm+PDhWFpa6tuIj49n9uzZHDlyBDs7OwYOHKjfXzY/SBIrhBBCCCGMjqyJFUIIIYQQRkeSWCGEEEIIYXQkiRVCCCGEEEZHklghhBBCCGF0JIkVQgghhBBGR5JYIYQQQghhdCSJFUIIIYQQRkfu2CWEEEXUpk2b8Pf3p2zZsoUdCpBxg4jatWvn6j7of/31FzqdDnNzc7p165aP0WXYtm2bfhP3119/Xe7GJUQxJjOxQghRRI0YMYI9e/YUSt8bN27k+vXrBscGDx7M4cOHc9VOnz59WLBgAVu3bs3L8J5o9+7dLFmyhN69exMXF1cgfQohCocksUIIIbIYOnQo+/fvz5O2xo0bx8KFC/OkrWeZPXs2s2bNKpC+hBCFS5YTCCFKvMDAQOLj42natCkAUVFR7N69myZNmuDt7Q3A8ePHURSF+vXrs2vXLqKjo1GpVHh6evLyyy9ja2urb+/AgQNYWFhQr149g37279+PhYWFwb3Ijx49SmxsLFWrVqVcuXLPjPVZdTI/8jc3NycwMBAbGxsaNGiARqMxKHf37l2OHTtGqVKlqFmzJnv27KFcuXJUqFCB7du3k5SUxLFjx7CwsECj0dCjRw993YiIiKe2/SwrV66kZcuWuLu7649t2bKFChUqUKFCBYPzMDU15ezZs1hbW9O4cWPUajWhoaEEBgbi4+NDrVq1ctW3EKL4kCRWCFHinTp1ihkzZnDt2jUgYx3n8OHDmTZtGlOmTAFg2LBh9OzZk/r167N//35CQkJQFIVr164RFhbG2rVradKkCQBHjhzhl19+4cqVK/o+UlNT6datG19//TX169cnMDCQ1157DScnJ7y8vDh69Cjdu3dnwYIFT4wzJ3UGDx5MnTp1CAkJoWrVqpw6dYry5cuzd+9efbK5bt06+vTpw0svvYSpqSkJCQlEREQwfvx4KlSowN69e0lKSuL06dPcv38fMzMzfRK7ZMkSJk6c+MS2c6J3797s3LnTIIkdM2YMw4cP1yexgwcPpkqVKty+fRt/f38OHTpE7dq1adGiBYsXL6Zy5cr8+++/vPXWW3z77bc57lsIUYwoQghRwl25ckUBlNDQUEVRFOWNN95Q6tSpo7Rs2VJRFEWJjY1VNBqNcvz48Wzrz5gxQ6lWrZr+cVhYmKJSqZSjR4/qj61bt06xsLBQYmNjldTUVKVMmTLK3Llz9c9HRkYqnp6eyooVK/THfH19lV9++UVRFCXHdZydnZV69eopDx8+VBRFUSIiIhRra2vl77//VhRFURITExUPDw/l008/1deZO3euAijz58/XH/Py8lIWL15scJ7Pajs7Go1G2bp1q8ExQNm5c6fBsUqVKhn07+zsrDRo0EBJSkpSFEVRTpw4oQBKs2bNlJSUFEVRFGXv3r2KWq1WwsPDDdo6c+aMAihRUVFPjEsIYfxkTawQosQrV64cPj4+7N27F8hYDjB16lSOHDlCSkoK//77L9bW1gYfXYeFhbF9+3ZWrVqFqakpQUFBJCYmAuDj40OzZs1Yvny5vvzy5cvp0qULdnZ27N27l9DQUNzc3FizZg2rV69m7969lCtXTh/D43JTZ+DAgVhZWQHg5uZGlSpVuHTpEgAHDx4kIiKCDz/8UF9+6NCh+vLP8rS289qAAQOwsLAAoHbt2piZmREQEKDfcaBhw4bodDqDGW8hRMkhywmEEAJo3rw5e/fupU6dOqSlpdGhQwe8vb05cuQI+/bto0mTJvqPzEeMGMHixYupW7cuLi4uJCUlARlraX19fQHo27cvkyZN4ptvviExMZHNmzezatUqAG7cuIGZmRkbN240iMHLy4uKFStmG19u6jg5ORk8Njc3Jzk5GYCbN2/i7OxssIbXzMyMUqVK5ej79LS285qjo6P+/yqVClNTU4Nj5ubmAPnWvxCiaJMkVgghgBYtWjB9+nTq1q1L8+bNUavVtGjRgn379rFv3z569uwJwOnTp/nhhx8ICQnRX1R19OhR/vnnHxRF0bfXo0cPRowYwa5duwgPD8fa2poOHToAYGdnR2pqKr/++is2NjY5iu956mTHycmJuLg4dDodavX/Poy7f//+c7f5PB79XgGkpaUVaP9CCOMnywmEEIKMJDY0NJQlS5bQokUL/bGNGzdy5swZ/bG7d+9iaWmpn3EFWLNmTZb2HBwc6NixI8uXL2f58uX07NkTU1NTfbtmZmZZtp3SarVEREQ8Mb7c1slO3bp1URSFbdu26Y8dOnSImJgYg3I2Njb5OsP56BKA6Ohobt68mW99CSGKJ5mJFUII/rcu9uTJk/z2228AtGzZkn79+mFnZ6dfD9uwYUNsbGzo2bMnnTt35tixY6xevTrbNvv160f//v1JTk7ms88+0x/38PDg22+/ZcSIEQQHB1O/fn1u3brF2rVr+eKLL+jcuXOWtp6nTna8vLwYOXIk/fv355NPPsHExIR58+ZhY2ODSqXSl6tTpw6LFi3CysoKS0tLgy228sJXX31FQkICdnZ2LF68GDs7O3bs2EGnTp3w8/PL076EEMWTzMQKIcT/Gz16NAMGDKB69eoAlCpViiFDhvDhhx/q18M6Ojpy9OhRypcvz759+yhdujQHDhygV69eWFtbG7TXqVMnunXrxqBBg2jUqJHBc++//z7Hjx/HycmJAwcOALB69WqDZLRLly4G+8DmpM7rr79uMEsM0Lp1a6pVq6Z//NVXXzFnzhz+++8/oqOj2bhxIzY2NgbrZOfNm0fXrl3ZvXs3mzZtynHb2dm/fz/r1q0zODZz5kzi4uIIDAxk+vTprFu3Dnd3d/3Fcdn19cYbb+j37c3Uq1cvPDw89I+3bdvG9u3bnxqPEKJ4UCmPL0wSQghRrN27d8/gAq3AwEBefvllzp8//8yENLf69u2LVqvFzs5OvxRCpVKxc+dOWrdunad9AYwdO1a/NOGXX34xSMyFEMWLJLFCCFHCLFiwgD179tC6dWuio6OZN28erVq14s8//yyQ/vMziRVClByyJlYIIUqY999/H3d3d3bv3o1Go2HevHn63RcKwuNLAIQQ4nnITKwQQgghhDA6cmGXEEIIIYQwOpLECiGEEEIIoyNJrBBCCCGEMDqSxAohhBBCCKMjSawQQgghhDA6ksQKIYQQQgijI0msEEIIIYQwOpLECiGEEEIIoyNJrBBCCCGEMDr/BzBvRBD4k/VtAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# compare_smatrices().plot draws the overlay; its default title reports the\n", "# whole-matrix worst pair, which is +inf here because beamz's dead opt3 column\n", "# (see §5) reads -inf dB — so we title it with the trustworthy split metric.\n", "compare_smatrices(smatrices).plot(out=2, in_=1)\n", "plt.gca().set_title(f\"opt2 ← opt1 — three engines agree to {worst:.3f} dB\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "cd4b2232", "metadata": {}, "source": [ "## 5 · The physics behind the numbers — mode and field\n", "\n", "The S-parameters compress a lot of physics into a few numbers. Two views\n", "behind them: the **mode** every engine launches into the 0.5 µm input guide\n", "(solved offline, free), and the recorded tidy3d **field** through the device,\n", "the −3 dB split shown as a field map." ] }, { "cell_type": "code", "execution_count": 7, "id": "785dea0f", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:54:59.563285Z", "iopub.status.busy": "2026-07-20T01:54:59.562762Z", "iopub.status.idle": "2026-07-20T01:55:00.646505Z", "shell.execute_reply": "2026-07-20T01:55:00.645873Z" } }, "outputs": [ { "data": { "text/html": [ "
18:54:59 PDT WARNING: Use the remote mode solver with subpixel averaging for    \n",
       "             better accuracy through 'tidy3d.web.run(...)' or the deprecated    \n",
       "             'tidy3d.plugins.mode.web.run(...)'. Alternatively, you can install \n",
       "             the package 'tidy3d-extras' using 'pip install \"tidy3d\"' and set   \n",
       "             'config.simulation.use_local_subpixel=True'.                       \n",
       "
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             WARNING: Permittivity spatial data array does not fully cover the  \n",
       "             requested region.                                                  \n",
       "
\n" ], "text/plain": [ "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Permittivity spatial data array does not fully cover the \u001b[0m\n", "\u001b[2;36m \u001b[0m\u001b[31mrequested region. \u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from gds_fdtd.grid import resolve_index # noqa: E402\n", "from gds_fdtd.modes import waveguide_mode # noqa: E402\n", "from gds_fdtd.plotting import plot_mode # noqa: E402\n", "\n", "if component is not None:\n", " n_core = resolve_index(tech.device[0].material, 1.55).real\n", " n_clad = resolve_index(tech.superstrate.material, 1.55).real\n", " mode = waveguide_mode(component.ports[0].width, tech.device[0].z_span, n_core, n_clad, 1.55)[0]\n", " plot_mode(mode)\n", " plt.show()\n", "\n", "fld = np.load(_find(\"examples/03_first_simulation/recorded/ybranch_tidy3d_field.npz\"))\n", "fig, ax = plt.subplots(figsize=(9, 4))\n", "im = ax.pcolormesh(fld[\"x\"], fld[\"y\"], fld[\"mag2\"].T, shading=\"nearest\", cmap=\"RdBu_r\")\n", "ax.set_aspect(\"equal\")\n", "fig.colorbar(im, ax=ax, label=\"|E|²\")\n", "ax.set_xlabel(\"x [µm]\")\n", "ax.set_ylabel(\"y [µm]\")\n", "ax.set_title(\"y-branch |E|² — the −3 dB split as a field (tidy3d, recorded)\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "0ab19d9f", "metadata": {}, "source": [ "## 6 · A caveat (beamz v1)\n", "\n", "Cross-engine benchmarks are only useful if you report what you *can't* trust.\n", "At this coarse mesh the reflections (`S11` ≈ −25 dB) sit near each engine's\n", "numerical floor, and **beamz v1 intermittently under-injects one of the two\n", "same-direction output ports** — its mode source underflows, forcing that whole\n", "S-column to zero (visible below as the dead `opt3`-excitation column). It's a\n", "beamz engine-level mode-injection issue, *not* the gds_fdtd adapter — the\n", "geometry is correct and tidy3d/Lumerical resolve every column. The input-split\n", "metric above uses only the `opt1` excitation, which always injects, so it's\n", "unaffected." ] }, { "cell_type": "code", "execution_count": 8, "id": "1ae9f257", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:00.647928Z", "iopub.status.busy": "2026-07-20T01:55:00.647768Z", "iopub.status.idle": "2026-07-20T01:55:00.650977Z", "shell.execute_reply": "2026-07-20T01:55:00.650439Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "beamz |S| by excitation (mean over wavelength):\n", " excite opt1: -> opt1/2/3 = [0.039, 0.691, 0.684]\n", " excite opt2: -> opt1/2/3 = [0.706, 0.045, 0.051]\n", " excite opt3: -> opt1/2/3 = [0.0, 0.0, 0.0] <- underflowed to zero\n" ] } ], "source": [ "b = smatrices[\"beamz\"]\n", "print(\"beamz |S| by excitation (mean over wavelength):\")\n", "for i in (1, 2, 3):\n", " row = [round(float(np.mean(np.abs(b.sel(out=o, in_=i)))), 3) for o in (1, 2, 3)]\n", " flag = \" <- underflowed to zero\" if all(v == 0 for v in row) else \"\"\n", " print(f\" excite opt{i}: -> opt1/2/3 = {row}{flag}\")" ] }, { "cell_type": "markdown", "id": "419477da", "metadata": {}, "source": [ "## When to reach for which engine\n", "\n", "- **beamz** — start here. Free, local, no account; ideal for iterating on a\n", " design and for CI. v1 is single-mode TE with x-facing ports.\n", "- **tidy3d** — when you want speed, broadband, big 3D jobs, or have no local\n", " hardware. Cloud FlexCredits; `estimate()` shows the cost before you spend.\n", "- **Lumerical** — the foundry-standard reference; reach for it to sign off a\n", " design against a commercial tool you already license.\n", "\n", "Because the API is identical, \"choosing an engine\" is a one-word change to\n", "`get_solver(...)` — validate on the free one, confirm on the reference.\n", "\n", "**Next:** `08_frontends` (gdsfactory / SiEPIC / PreFab) and `10_cookbook`\n", "(reference devices with known-good S-parameters)." ] } ], "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 }