{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Usage Examples\n", "\n", "Here are examples for how to use the API to compute the connectivity measures of interest." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from spectral_connectivity import Connectivity, Multitaper, multitaper_connectivity\n", "from spectral_connectivity.transforms import prepare_time_series" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Power Spectrum\n", "#### 200 Hz signal" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Frequency Domain')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Simulate signal with noise\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 50)\n", "n_time_samples = ((time_extent[1] - time_extent[0]) * sampling_frequency) + 1\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)\n", "signal = np.sin(2 * np.pi * time * frequency_of_interest)\n", "noise = np.random.normal(0, 4, len(signal))\n", "\n", "# Plot\n", "fig, axes = plt.subplots(1, 2, figsize=(15, 6))\n", "\n", "axes[0].plot(time[:100], signal[:100], label=\"Signal\", zorder=3)\n", "axes[0].plot(time[:100], signal[:100] + noise[:100], label=\"Signal + Noise\")\n", "axes[0].legend()\n", "axes[0].set_title(\"Time Domain\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=3,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "axes[1].plot(connectivity.frequencies, connectivity.power().squeeze())\n", "axes[1].set_title(\"Frequency Domain\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 30 Hz signal" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0, 100.0)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Simulate signal with noise\n", "frequency_of_interest = 30\n", "sampling_frequency = 1500\n", "time_extent = (0, 50)\n", "n_time_samples = ((time_extent[1] - time_extent[0]) * sampling_frequency) + 1\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)\n", "signal = np.sin(2 * np.pi * time * frequency_of_interest)\n", "noise = np.random.normal(0, 4, len(signal))\n", "\n", "# Plot\n", "fig, axes = plt.subplots(1, 2, figsize=(15, 6))\n", "\n", "axes[0].plot(time[:500], signal[:500], label=\"Signal\", zorder=3)\n", "axes[0].plot(time[:500], signal[:500] + noise[:500], label=\"Signal + Noise\")\n", "axes[0].legend()\n", "axes[0].set_title(\"Time Domain\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=3,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "axes[1].plot(connectivity.frequencies, connectivity.power().squeeze())\n", "axes[1].set_title(\"Frequency Domain\")\n", "axes[1].set_xlim((0, 100))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Spectrogram\n", "\n", "#### No trials, 200 Hz signal with 50 Hz signal starting at 25 seconds" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Simulate signal\n", "frequency_of_interest = [200, 50]\n", "sampling_frequency = 1500\n", "time_extent = (0, 50)\n", "n_time_samples = ((time_extent[1] - time_extent[0]) * sampling_frequency) + 1\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)\n", "signal = np.sin(2 * np.pi * time[:, np.newaxis] * frequency_of_interest)\n", "signal[: n_time_samples // 2, 1] = 0\n", "signal = signal.sum(axis=1)\n", "noise = np.random.normal(0, 4, signal.shape)\n", "\n", "# Plot\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9))\n", "axes[0, 0].plot(time, signal)\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].set_xlim((24.90, 25.10))\n", "axes[0, 0].set_ylim((-10, 10))\n", "\n", "axes[0, 1].plot(time, signal + noise)\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].set_xlim((24.90, 25.10))\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=3,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(connectivity.frequencies, connectivity.power().squeeze())\n", "axes[1, 0].set_xlabel(\"Frequency\")\n", "axes[1, 0].set_ylabel(\"Power\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=3,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(connectivity.frequencies, connectivity.power().squeeze())\n", "axes[1, 1].set_xlabel(\"Frequency\")\n", "axes[1, 1].set_ylabel(\"Power\")\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=3,\n", " time_window_duration=0.600,\n", " time_window_step=0.300,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "mesh = axes[2, 0].pcolormesh(\n", " connectivity.time,\n", " connectivity.frequencies,\n", " connectivity.power().squeeze().T,\n", " vmin=0.0,\n", " vmax=0.03,\n", " cmap=\"viridis\",\n", " shading=\"auto\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].axvline(time[int(np.fix(n_time_samples / 2))], color=\"black\")\n", "axes[2, 0].set_ylabel(\"Frequency\")\n", "axes[2, 0].set_xlabel(\"Time\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=3,\n", " time_window_duration=0.600,\n", " time_window_step=0.300,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "mesh = axes[2, 1].pcolormesh(\n", " connectivity.time,\n", " connectivity.frequencies,\n", " connectivity.power().squeeze().T,\n", " vmin=0.0,\n", " vmax=0.03,\n", " cmap=\"viridis\",\n", " shading=\"auto\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].axvline(time[int(np.fix(n_time_samples / 2))], color=\"black\")\n", "axes[2, 1].set_ylabel(\"Frequency\")\n", "axes[2, 1].set_xlabel(\"Time\")\n", "\n", "plt.tight_layout()\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Power\",\n", ")\n", "cb.outline.set_linewidth(0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### With trial structure (time x trials)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 33.333333333333336\n" ] }, { "data": { 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 1\n", "\n", "frequency_of_interest = [200, 50]\n", "time_extent = (0, 0.600)\n", "n_trials = 100\n", "sampling_frequency = 1500\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)\n", "signal = np.sin(2 * np.pi * time[:, np.newaxis] * frequency_of_interest)\n", "signal[: n_time_samples // 2, 1] = 0\n", "signal = signal.sum(axis=1)[:, np.newaxis, np.newaxis]\n", "noise = np.random.normal(0, 2, size=(n_time_samples, n_trials, 1))\n", "\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9))\n", "axes[0, 0].plot(time, signal.squeeze())\n", "axes[0, 0].set_xlim(time_extent)\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].set_ylim((-10, 10))\n", "\n", "axes[0, 1].plot(time, signal[:, 0, 0] + noise[:, 0, 0])\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].set_xlim(time_extent)\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=3,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(connectivity.frequencies, connectivity.power().squeeze())\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=3,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(connectivity.frequencies, connectivity.power().squeeze())\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.060,\n", " time_window_step=0.060,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "mesh = axes[2, 0].pcolormesh(\n", " connectivity.time,\n", " connectivity.frequencies,\n", " connectivity.power().squeeze().T,\n", " vmin=0.0,\n", " vmax=0.03,\n", " cmap=\"viridis\",\n", " shading=\"auto\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].axvline(time[int(np.fix(n_time_samples / 2))], color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.060,\n", " time_window_step=0.060,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "mesh = axes[2, 1].pcolormesh(\n", " connectivity.time,\n", " connectivity.frequencies,\n", " connectivity.power().squeeze().T,\n", " vmin=0.0,\n", " vmax=0.03,\n", " cmap=\"viridis\",\n", " shading=\"auto\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].axvline(time[int(np.fix(n_time_samples / 2))], color=\"black\")\n", "\n", "plt.tight_layout()\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Power\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Decrease frequency resolution by decreasing time_halfbandwidth" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 100.0\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 3\n", "\n", "frequency_of_interest = [200, 50]\n", "time_extent = (0, 0.600)\n", "n_trials = 100\n", "sampling_frequency = 1500\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)\n", "signal = np.sin(2 * np.pi * time[:, np.newaxis] * frequency_of_interest)\n", "signal[: n_time_samples // 2, 1] = 0\n", "signal = signal.sum(axis=1)[:, np.newaxis, np.newaxis]\n", "noise = np.random.normal(0, 2, size=(n_time_samples, n_trials, 1))\n", "\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9))\n", "axes[0, 0].plot(time, signal.squeeze())\n", "axes[0, 0].set_xlim(time_extent)\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].set_ylim((-10, 10))\n", "\n", "axes[0, 1].plot(time, signal[:, 0, 0] + noise[:, 0, 0])\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].set_xlim(time_extent)\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(connectivity.frequencies, connectivity.power().squeeze())\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(connectivity.frequencies, connectivity.power().squeeze())\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.060,\n", " time_window_step=0.060,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "mesh = axes[2, 0].pcolormesh(\n", " connectivity.time,\n", " connectivity.frequencies,\n", " connectivity.power().squeeze().T,\n", " vmin=0.0,\n", " vmax=0.03,\n", " cmap=\"viridis\",\n", " shading=\"auto\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].axvline(time[int(np.fix(n_time_samples / 2))], color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.060,\n", " time_window_step=0.060,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "mesh = axes[2, 1].pcolormesh(\n", " connectivity.time,\n", " connectivity.frequencies,\n", " connectivity.power().squeeze().T,\n", " vmin=0.0,\n", " vmax=0.03,\n", " cmap=\"viridis\",\n", " shading=\"auto\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].axvline(time[int(np.fix(n_time_samples / 2))], color=\"black\")\n", "\n", "plt.tight_layout()\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Power\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Coherence\n", "\n", "#### No trials, 200 Hz, $\\pi / 2$ phase offset" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/86/m147b4k17lddvs_xsw0mj2zw0000gn/T/ipykernel_61117/1690376022.py:32: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", " plt.legend()\n" ] }, { "data": { "text/plain": [ "[]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 5\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 50)\n", "n_signals = 2\n", "n_time_samples = ((time_extent[1] - time_extent[0]) * sampling_frequency) + 1\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)\n", "signal = np.zeros((n_time_samples, n_signals))\n", "signal[:, 0] = np.sin(2 * np.pi * time * frequency_of_interest)\n", "phase_offset = np.pi / 2\n", "signal[:, 1] = np.sin((2 * np.pi * time * frequency_of_interest) + phase_offset)\n", "noise = np.random.normal(0, 4, signal.shape)\n", "\n", "plt.figure(figsize=(15, 6))\n", "plt.subplot(2, 2, 1)\n", "plt.title(\"Signal\", fontweight=\"bold\")\n", "plt.plot(time, signal[:, 0], label=\"Signal1\")\n", "plt.plot(time, signal[:, 1], label=\"Signal2\")\n", "plt.xlabel(\"Time\")\n", "plt.ylabel(\"Amplitude\")\n", "plt.xlim((0.95, 1.05))\n", "plt.ylim((-10, 10))\n", "plt.legend()\n", "\n", "plt.subplot(2, 2, 2)\n", "plt.title(\"Signal + Noise\", fontweight=\"bold\")\n", "plt.plot(time, signal + noise)\n", "plt.xlabel(\"Time\")\n", "plt.ylabel(\"Amplitude\")\n", "plt.xlim((0.95, 1.05))\n", "plt.ylim((-10, 10))\n", "plt.legend()\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal, axis=\"signals\"),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "plt.subplot(2, 2, 3)\n", "plt.plot(connectivity.frequencies, connectivity.coherence_magnitude()[0, :, 0, 1])\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise, axis=\"signals\"),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "plt.subplot(2, 2, 4)\n", "plt.plot(connectivity.frequencies, connectivity.coherence_magnitude()[0, :, 0, 1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### With trial structure (time x trials), 200 Hz, $\\pi / 2$ phase offset" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 5\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 0.600)\n", "n_trials = 100\n", "n_signals = 2\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)[\n", " :, np.newaxis\n", "]\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0] = np.sin(2 * np.pi * time * frequency_of_interest)\n", "phase_offset = np.pi / 2\n", "signal[:, :, 1] = np.sin((2 * np.pi * time * frequency_of_interest) + phase_offset)\n", "noise = np.random.normal(0, 4, signal.shape)\n", "\n", "plt.figure(figsize=(15, 6))\n", "plt.subplot(2, 2, 1)\n", "plt.title(\"Signal\", fontweight=\"bold\")\n", "plt.plot(time, signal[:, 0, 0], label=\"Signal1\")\n", "plt.plot(time, signal[:, 0, 1], label=\"Signal2\")\n", "plt.xlabel(\"Time\")\n", "plt.ylabel(\"Amplitude\")\n", "plt.xlim(time_extent)\n", "plt.ylim((-2, 2))\n", "plt.legend()\n", "\n", "plt.subplot(2, 2, 2)\n", "plt.title(\"Signal + Noise\", fontweight=\"bold\")\n", "plt.plot(time, signal[:, 0, :] + noise[:, 0, :])\n", "plt.xlabel(\"Time\")\n", "plt.ylabel(\"Amplitude\")\n", "plt.xlim(time_extent)\n", "plt.ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "plt.subplot(2, 2, 3)\n", "plt.plot(connectivity.frequencies, connectivity.coherence_magnitude()[0, :, 0, 1])\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "plt.subplot(2, 2, 4)\n", "plt.plot(connectivity.frequencies, connectivity.coherence_magnitude()[0, :, 0, 1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Cohereograms" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 50.0\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 2\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)[\n", " :, np.newaxis\n", "]\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0] = np.sin(2 * np.pi * time * frequency_of_interest)\n", "phase_offset = np.random.uniform(-np.pi, np.pi, size=(n_time_samples, 1))\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, 1] = np.sin((2 * np.pi * time * frequency_of_interest) + phase_offset)\n", "noise = np.random.normal(0, 1, signal.shape)\n", "\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9), constrained_layout=True)\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].plot(time, signal[:, 0, 0], label=\"Signal1\")\n", "axes[0, 0].plot(time, signal[:, 0, 1], label=\"Signal2\")\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_xlim(time_extent)\n", "axes[0, 0].set_ylim((-2, 2))\n", "\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].plot(time, signal[:, 0, :] + noise[:, 0, :])\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_xlim(time_extent)\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(\n", " connectivity.frequencies, connectivity.coherence_magnitude()[..., 0, 1].squeeze()\n", ")\n", "axes[1, 0].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(\n", " connectivity.frequencies, connectivity.coherence_magnitude()[..., 0, 1].squeeze()\n", ")\n", "axes[1, 1].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 0].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.coherence_magnitude()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].set_xlim(time_extent)\n", "axes[2, 0].axvline(1.5, color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 1].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.coherence_magnitude()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].set_xlim(time_extent)\n", "axes[2, 1].axvline(1.5, color=\"black\")\n", "\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Coherence\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Imaginary Coherence" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 50.0\n" ] }, { "data": { "image/png": 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RERERERGlMAbniYiIiIiIiIiIiIhSGIPzREREREREREREREQpjMF5IiIiIiIiIiIiIqIUxuA8EREREREREREREVEKY3CeiIiIiIiIiIiIiCiFMThPRERERERERERERJTCGJwnIiIiIiIiIiIiIkphDM4TEREREREREREREaUwBueJiIiIiIiIiIiIiFIYg/NERERERERERERERCmMwXkiIiIiIiIiIiIiohTG4DwRERERERERERERUQpjcJ6IiIiIiIiIiIiIKIUxOE9ERERERERERERElMIYnCciIiIiIiIiIiIiSmEMzhMRERERERERERERpTAG54mIiIiIiIiIiIiIUhiD80REREREREREREREKYzBeSIiIiIiIiIiIiKiFMbgPBERERERERERERFRCmNwnoiIiIiIiIiIiIgohTE4T0RERERERERERESUwhicJyIiIiIiIiIiIiJKYQzOExERERERERERERGlMAbniYiIiIiIiIiIiIhSWLoKzq9duxYdO3ZEoUKFYDAY8Mcff6T2KhERERERUQA++ugj6Vxe+VOhQoXUXi0iIiIiohSXroLz9+7dQ/Xq1TFlypTUXhUiIiIiIkqkypUr4+LFi86f9evXp/YqERERERGlODPSkUcffVT6oUSy2+X/DYbkfx7lc7j/ntT7J7dgP7/e5el5f7wtK5B1TurrC8b7FehjErvOyb0vpeS+G8znSsqxILU/n2l1XVLqGOK4rHwPtW7XczkYy0jry8uMr5HbLH2uk+OyEHcfmYHZbEaBAgVSezWIiIiIiFJVugrOByo2Nlb6cYiOjpb+ty0YgHX2Uih9fSUKPDsLS+fNQJYiVVGzzdN4f8F+dKmSHdXP/4rPLlZBl4eawmKz4+b8N1GvTEFsLDkQS/ZdxCePV8X8nedQcO8UtI75Fz8Veg+3c9dAf8MCmNaMwvmCbRBVrT0mHsmLVo0aokBUGD5bdhSvtC6DW3cf4Met5/FB+4rYcuomVh2+gk+L78DdtV/ip9Lj8XK9HBi1w4QCuaPQs34xvDt/H1pXzI86JXJixN8H8Fz9wsgaEYEflm3B+7apyHp6Bf7O3RfNWz2K2BWjcQQl0KBYViy01scVcyE837EVfvl+MrqfGia9/nNhZXDyoW9RolRZjFlyCP9rkBdlFnfDn6aH0LpxY0QufRWzcw1Cr179cPDPCSh9bBZyPjcX3285jztR5dC/WSkc+bwDcodakTN3PoQeWYi9rb5HtoqtsW/uh+h0fQbu5aqEydleRZ9ODyHbty2xN6Qqar78Peat24NK/41HjY4DMOq/XHjk6mzUPvU1fiz8PrLX64nmcWthWvIWTrf5GuG5i+Ds4omoH3EOd8PyYUT4W/ioYyWsOXIVm45fx+iqF3Fs1Q9YXOwNvN62Mj76+xDK5I9Cl9pFpG3WvmIONNvcDytiK6JM/fYo829vfFpoMnp27ohjV+/gj10X8EnbArj453DstJVF1+dex4wlm9BzTy9E1O+D96I7oUnuu3jo0nRMuv8o6jZqgZK5s2Lc0sN4qUVpWO9cwo1/xqBKx0HY8aAAlv53GaMer4pftp3B6Wt38EHHKrg3ugyyxV9H/FM/YuiBYmhaNg8al8mDj/76Dz3qFUMBUzT2LJqGVnmjEXVwDm6Z8gBPfgvDkrcQFX0YlmZDMNPUFTfuxWFI3GTcPLAKR0r2Ql3LDsy9Xxddr05GbPVewK6fcO6RmYi8fQR7Dx5ChR6f4vyF87CsHINm1k24FFEW20010L7XYNz9vCGuZi2L0qXL4Y8LUQgp3RzNGjWU9v3ONQuhTN5IfPrPIQwudxX5t32KyeH/wyu5tiL+7A6ciotCzTurEROSE9dD8qNQw6dxb+0ULK46CY83ror3V1xH37ifULBWe7y3JxeerlMUBaLCsffXkahXqybOFWiDuRuPYvzNQbiYpTw+i3wDoztVgGVCZWSNuwb7E9Px8ekqKJwzQtr3P/x9O/qYl6DsyR/xcb7P0LViBAyFquPLtWcx+OFyuH72MOLXTET1Zo9h642sWHq7GD55vAqmrTmOAlc34MmDr0r7/Jw2m9Gxblm8t2AfOlQrhAr5s2HMP4fxQrNSECGRb9aewJBHK+DwpTtYuPcCPnm0GO7Nfgr5b+6AvWpXHLp4C2dzN0Grrq/gvQX7pc/iw/miYfyuHa5X7gNz+YcxYacdn159CdF56+BD00AMa18Ju05cRsGVg1C52eP4IbY5zt18gGEdKmLU4oPIFxmOZxsVx9D5+/C8cRGKFCuB2Xtj0Cf+F2S5cxJvFvweA9tWweXoWET82Q/VQi/g70ZzseHEHYzqUBL3P2+AU5G1UW3A9/hj1lg0vPMvsj83F+8uOYf+YUuRP18+7Ny2AQVbvghr7grSNnnnkQrSvl/sz6dQ5sEebK3yIf5GU3yUezku7VyEvQWfxsOlw/DDQSsiKndA28oFMOzP/Xi8VmGUzJUFu+cOR4d783Co3W9Ysu0gBuTcik0lBmDR0RiMapMbEZOrSNvbPvggxmy4jRK4iG6HX8PvEV0RUq8PmpR17fvFonfg5vKJKJPdipOVXsJX50riw46VcXHZFzhx+TbavTACszaclPf9Rytg7+RuKBp3HNmL18Dcm+VQqVg+1Nj1IabkeQ+PVMoDa97K+HnjUQyxz8SZAg8j184vEdm4H/ZfB5bG18DQri0wZdUx6Xj+WuuyeP/P/ahaOArtqxXE+/P3oXONAqh2ezUObF6CXJ3HoNTCLthmLY9qdZsi+tRufGbqi0+eqCYd949euYvhj1WWjgVZw8x46dZEGPf8hFVN56DRlbm4fnIPbjUYgtymexhxtiZeaVMWt+7H48fNp/FR8xzIM72m/Dfqvev4YfMZXLr1AO/deh8Hr9uxqc5nquN+i3NfwbLjR5x4YglKbx+Oe+f/w4M+K5Dv147S57FIn+8QOqMZdmRthoZPvIL4WR2xscgLaFm/NmJ+fxFbqo9Go1zRiF81Bvta/4Qql/+A5b+/cK7bchRfPQg3r16E6fl/kPOHNjiM4ijf+wsYv2mBzTnao3mHXoj9vgs2lHwVLauWQOyfr2Fr3UmoH3oClg1TcLDd76hwbAbijq7B1V6rUGRxL1yOjkFk3z8ROasZ9oVURY2eI2Gb3gab8nZFyzbtEfNTT2ys8C6alcyG+MXvYkfTb1Ardius22bjWOe/UWb3GNw/sxv3+qxE/t8fx5mYCBTo+xPCZzTDziyNUP+pN2CZ2Q4bCvdF68YNEfPL89hUbSSa5I1B3IpPpL9F1a4tgWXvPJx++l+UXPcWoi+fgv35Zcj5c1scsxZE6eemwjy9ObZkb4tmnfohdnZnbCgxEC1rlEPsgoHYVnsC6kWch3X9JOx/5FdUPvUD4g4vw+WeK1F06fO4eusOsvT7C5GzW+GAqQKq9vwU9hmtsCl3F7Rs2xkxP3THxnJvo3nZ3Ihb9Da2N/wKdax7YNk6E0ce+wvl9k/Eg1PbEN17FQoseBLnH5iQp++vyDKzKXaF10fdp4fAOvMRbCzQC62atUDM3OewqfJHaFLIgPhlH2F381mofnsFLLt/wemnlqDkpmG4c/Eo4vsuQ5457XDCmgcles9AyIxm2BbZGo0f74+4WZ2wodhLaFWnCmLmvYSttcaiQeQ1WNaMx/6H56DyuV8Rf3AxLnRfjmIrBuDG9WsI7bcYUd+1wkFjGVTqNRGG6S2xOddjaPHo04j5vis2lHkDLSoWRNzCN7C9/mTUMR6CddM0HOrwB8ofmoLYExtw49lVKPRXD1y6a0GOvvOQdVYz7AmthdrdP4B1RltszNcDrVo9hJife2FjpWFoVjQUcUs/wK6mM1Dz/vp0se9fe2YlCi951uu+vzFvV7TS2vebfI1acds89v2YbvOQa0ZdZAZHjx6VSlWGh4ejYcOGGD16NIoVKxbQOT0RERERUXpnsNsdaTrpi6hNuWDBAnTu3NlnPcvhw4d7XH97SCSyh3lmNY6ovQnfbjiJ8SHT8KRprXTdNEsHLLXWxYKwD6Xfn44dhi32ChjUuhy+WHEUp8J7OB//i6UFnjav9lhuiZifkT97mBRkGx8+E+3t6zDC0gsfhM7BxLjOmG7toFqO8K+1Nl6Mf0MKSokAutC8XF48cfJDdDJtRA/Lh/jZ7PnatPzbbB4eXtvFY/nT872LOdeegtlg03zc2cgaKHpnt+q6A7biOPzoXDy+tKHH/ZtmWYB19x9XXXcytBxKxh2RLu8s0Q+rjt7CGyG/O7eL8nWPju+OoSFzpMuxdjPCDBbVsmrHTEWXytlx99BK/GFtjAPhfaXrF1vroW3IblywRGG45VlUbdYZn60+i2dMyzAyZJbHej6a828cvCh/qVuWbzLKRm+SLm+uNR6Hty5Fb/My5/rNDf0YDYwHnb9PjvwOHeOXYrzladQ2HEJL0x7YYECpmJ+k+wxpUxwrV/yDL0K/RHj2vMhxR37tjscLIhi4aO9F6fKf4R+hOlz30TLT8qj0szF8kM/7HbcVRGmjvNx+WT7H8HsjUNhwXXWfvRUGo9qhiV73faFn7qNYcyMK68Nek36/Zs+OPIbAvwS3jx2F/+wlUD/yOn6Jf0W6rnzMbLQw7sbXoZOc22R6w5t4aNfLzse1ix2FwebfEFWmAeqenOqx3CW2+ngp7lWUyRWC5fefUt1WLeYbvN+lEd6et1e1b31leQzRjYZi2tqT+CZkAkqE3cGjd4fBCpPzPtWL5sCes7ekyz+VWobGFzz3nV877Mfbv++VLv+Zfwaq317pvG2nrQxqGY85X1eL8nnxyaluzvfA8f5PeKo63vhtD143/47ns21Cv+jnMTd0pMdzPbCHolX4XFy8HeN8Lb3j3sE+W0nsDO/vvN9vHfbjqb/loPjOgt3w8amKzuOVQwlp/zSgYsHsOHjxNk6F93Tett1WDnWMnvugWN9nGhTDj5vPIAfuYEnEMBS0X5FuW2mtgVYm+djwm6UZ3rL0x9JiP6D8lSXSdaeKPIYWx7phTshINDQdkK771vIIdlV8Awv3XZXv43bME8/3RJUoTDzWXvp9ed1vsHPjcsywtsfop+qgy8LKSKyztrzY/uhCvP7nCWRBDGY0icYL6yNxDxHo27gkWmx9ESUNl1DUKK+blkFxL6NMs6cxZ/UeXERujHuyGt5K2BfcX4vSc3FvY0doHdyJkY9ni3NOQKUHO6TLvzdeiDdX3EEpwwWsDHtTuq50zA94p11ljFp8SLVssf36mv+RLk8LeRb947+XLi/L1xcPXflWunwjqjJy3f7P67oo3+ux8V3xdsiv0uXvsz6HZ+/Nli7vyNcFta/Mky7fiyiIrA/kY4pDvN2EEINVurzUWgdtTduly+OsPfCWSd7Hf8nRD0/fmiFdPpG3DUpdXS5dthpDYbLFqZZ3wZ4LhQw3pMs/WVqjp3mFdPlLUy8MtP4gXf4774vocPUb6fLVnLWQ9+ZOr69xn60EqhpPSZc/tzyBV83z5e0X0Rt9H3wnXd6UrzsaXpH/1tzJWgKR9+T7a1ltrY4Wpj3S5TGW7hhilh83J6ofut+WX+ORfI+g3BX5vYkzRyLUcke1jOv2SOQ2yNf9bm3mPL+YbOiJV+zy344/8ryIztfk13gxdwMUvL7Z6zodsRVGOeN56fI0S0f0Ny+ULn8T2hsvxsmvcU3+Z9H8sryP3I4si6g7R70ub6O1EholfE6Vf4d/ytYHPe/Kx8H9+R5DlSt/SZdjwnIjPFb9t+WuPRzZDDHS5YXWBuhoktd/EnrgNcj7xbxc/dDlhrzNzuRphmLX5O1ghwEGqE9FT9vyobjxise+PzXkWbyUsO//m+95PHxlZqrv++Ot3fGmaU7A+/4le04UMNz02PdHmQdg4L0piBpzB7dv30b27NmRES1ZsgR3795F+fLlpZI24nz9/Pnz2L9/PyIjI/Wf02fgbURERERE6ZtIKImKivJ7zpquas4HaujQodIGcPycPXvW5/2/33AUJQwX0di433ldf/PfqsDZL2EfS4Gty6u/wYLQD1SP1wrMO4jAvPgK+iRWIMIQh9EhMxFhv4/3QuQvre4eNsnBG0dgXth85LwUmBfGmvTX3XcPzDuWX/fSL14D84J7YF6oZDyN7YvkL8Puqt1a5XGdIzAv1Do1A2UTAgpaHAEBwT0wL0wKmYJ3j/fEqJCZ+MgsByCEdqat0pdeEVibEToBedfLgclIPNB8HkdgPg9uOwPzws1tv0hZ1A4jzLNQxKAO1onAvPCm+RdUNcrBbGNCUCEnotF/fWP8Gvax9IVbGZgXBpnmS/uXIzAv+AvMC8+bl+Cr0M/93s+m+Dh/eHekR2BeOPHfFs3H5tzyqfR/Q+N/+OTeh87AvJCYwLwwLeQz6f/7d287r8truIVwqAMUs7ecU/3+e+hwtDHt0gzMC48a5dfQ4rZnQ2gRABs2Tw6YKA0w/4UXtjyMcMRK+345yxFUNcjvn9DL9C8GXhqGUMRLvx85c0HzuUU2s8OxG+rX4QjMOwKqkUf/1HwP3vpdDvSJoGG2mIvoZnIF+JXEcUIE5iMgB7wEsae9Yf5NdT8xEOFw/OwF5E8I9ihNCfncue879lcHrcC8w5zN8jbqY17qDMwLjsC8UNp4AU2M+5yBeWH/6cvS/yGKz7EIrj18aBjeM/+Ix4wbNJ/vmSPyTAehzbYXpQCaCIbW/asFkkIcGx5f2gAPG7dJg3qNtr+GL0O+kG4Tg1LNTPt8BuaFL0Kn4JlN7bAp/BXpuOAIzPtTxnAeneMX4yWTHNg03HNtx9g1YpDKjrCE/c7BEZhXUgYvb9137XsHLsgDSsK5m75LYZjgOt6bFZcv3nLtYwcu3NZ8Hq1lKPclq811/cmrd52XD11yHT+sVqvP5RkUl+/GuLbJQcVrPHXdtWwtJsU6KZd3VfobLPtPsbxrd1yvXYtRsQxnyRERPL521+NvihAbb9H9Gh/Eue57WLGM41fu+Fkn7dd4457rNe4/73qNl24/8L08g11zXc8r9iflfqF8b7Qep9xXY+Nd1x+77NpmRy+7XqN7YN7zNbou31bsk/+dTyv7vj1R+7639/HOA9f7mJGJMpVPPfUUqlWrhrZt22Lx4sW4desWfv1VHjhJ6jk9EREREVF6kaGD82FhYdLIhPLHl+9CPsXqsDdQMCGLz7kcg+cX0U9DpqOmIhinR2ujdrZfNcNxXY/PqgjSRSLp9UgdmXyB+sQsZ4W5mxIqB7t8McHzC6peTU2uQZM2CYMXWnqY5WBnuMHzy7WDCK5tD39Jdd1Vew5ViOBZ8zLcs4frXr+xIXLWozeDQ37H0tB3kBg1jP73kXhFlSpvgcbOJu2g6CtmOdBdx3AYwRKLEOn/rAnZlNJlxHgErO/ZI1S/ZzHoC0wUNbiCnA4VDGdwOPw5aWBFa3/fFfY/5++1jUek7HUR/P44ZDYeMu1Ap4Tto9yWSqIkivRYw2FUNPgODEwO/VLzekUcR9I5YcDNGzGw4NDdtNKZXengPvdJK9DV3rRVM8DkSwvjLhwP74WnTatghmfA0fn8MOCrEHkmhEMH0xZpG7mvi8imfcG8WAp0u8uOe6oBDmVQv5jbIFlifRMqDxgJYtZLG6M4juifPJbLIAfe6hvk2TRFDFekGTr+grti/3onZC4KQuz7riFA8V4+atyK3DoGwLTeV5nrejGLR+8yTF4GZpXLEO+tr0Cunm2nXp7nKYfyGQw6AuTKQUh/r9Hb8pTL8LfN1MtGoraZnnVS3icYr1G5HoHsF6rBiES/xsD2C5tdY3kG/8tT3id97vva76PeY3RGkyNHDpQrVw7Hjh0Lyjk9EREREVF6kaFrzgeqscn7lOhgKG3Qzsb9K0yuBe+uuOESTtsLePkCnfRqREkJlCdWMNZbsPoJXhTAdY9sVKWPzPI0diURkHUPQpoV26iZUc541tLFuBb1jZ7Zru60ZgTocd8e5jdoHeaWkZ7arthzSP+LMiIOC0PfQ2hCWQCHeEVpmUBoBU8GJZSwEAMr3rLRHYaF/Ogx0BWa8P5bvKyT2MbiZ16YvpJSSVXecMY5cCI8atqWpOUVxlVpEEKP2aHjnAORUy0dvd6vtlG7XIbYRjtsZXWv297wF5DSxEybxjH+Z6W4uwN5QGlF6Jt+P9PKvTRC4zM81W1WjOM4L/bLcSFfO69/zvyv8/KQkLnOy6+aFzgv1zCe0D3I5yj3IoiBAwdHWS+hiOGaz+U9ZNqpuU7Ky2KgxtdAdz6DK/u5u3mV5jIcpdAEf8fZisYzzsvKz47yNb5oXuS87CgF5o2YVaG1DOX6Pa4Y9Mxu8Bw4j1Jc94RpvfPy2yG/aF5WPqcW5TorX4tynQaa/3Rermj0PZCo3KZvhvymuU7dFDMD8xpcGeYO4Yr3VjkYqNxmysvKfUcd9Pbc97zt+68p9uHU3PffSeS+r9yOyn1flONTTPTINESJm+PHj6NXr16pvSpERERERCnKnN5O3JUZNSdPnsTu3buRK1curw2k0hJlBrEeDY0HcNrqCs7/Ffa+3+y2QCi/8KZOcD7xgXp/mYWfh07BLlsZr7c7auO6l49xp8xg+z5ULv2iVe5lQug0JKf7CEMW+AnOa3z5T02O4Llyxod7YD4pWYJawfk7yBLwcpQzYBwDVt4GDHaG/Q/t40YhpXwT4tkfwN2kEFeGvsGgvV0cloW9rXtmgpKeTNhgPi4libI8gRL7mTgG6xlsU24DX++NUlPjXvQ0rcAjSRyMISJKq95880107NgRxYsXx4ULF/Dhhx/CZDKhe/fuyCi2n7qBULMR1YrIyQpEREREROk+OL99+3a0bNnS+fvgwYOl/3v37o3Zsz0zodOabIogZeDsqnIg+ifipy3KQYWvE2qSJ0fmvGjuuB3lkhw0NGsEk1NDnI6Pqr9Mv5Tm2ML+gsGJnU2hGZy3Bx6cF3XoHUaEfIdDtmKw2LWD81kTEdjW0sOkLk3jTY6EMiq++CuLo5SYwHwwZ7ykRe6DbnrE2kPQJaGpZ+Dbzve2FD0ZfggdE/A6ERGlJ+fOnZMC8devX0fevHnRpEkTbN68WbqcEYi+BU9Ok/sanRjVDkZjej1zJyIiIqLklq6C8y1atIDdvcByOiAahUYja5Ky3d0DPMHInE8NyqB4W5Nn485gZc77Kk0SiOQIeC8MfRf/2UpgiOVF3Y9Jj1/pHO+RMnNeS2L3Za3g/CV7LuflG/ZszhrhvkQa1M0SXzEvwCZbZSSXYobLUlPj5CAOj6I5a7Cl1+NNcipt8F0OxUWZOe9fRBorT0VElBzmznWVAMqIrt9zHcvT3zcXIso0xJcHazxgDk3tNSEiytTSVXA+vdoV3h8HbMWxxVYh0cFH9+BYeg2WtTHtCspyrHaj34i11Uv2c2qX26hqPCX9lDeey1DlQbztv8qa81oSsy+Luu+Pm9Z5XH8LWZ2X19mqoZOOrHJHnXnleie2Dr4eueG/+WdiibI2z+jMyg9ERs6cT4xAPo+GgAfauK2JiDISObEoPaZZEFGG99NTwMm1wBuHgCyuJCciIkpZ/tOPKSgqGU8HHGB13D8PbuN18+9ut2VuxY1XfN4utpzFy+5d1XAC9YyHkdqUtc4zcnBeqwlmUgO/A81/aGbFv2z+K+Blhbo1Ds5uuBeUWRcZSeJrzmfc7aF3iwQ6+MSBECKi9E850deeSQYgzt64ny5nOBNlWnevAseWAdZY4ODC1F4bIqJMjZnz6cCU0M9R33goQ2TOpySrlwDrQkVj3fQiPQbs7DoDtEZD4K+tntvnQYuerHmtzPkaxhPST1oIOEcZ7gd0/xy4kyzr0ce8NFmWm14ZEnlfMWDlb6AjPQ7EERGRd5khXj1y0UHMXH8S77eviH5NS6X26hCRHn8OUPySCQ5URERpGDPnU1CgQRcRyKluOOYRmBdMiQhoZiZi29kyVN6uPd3WnPe33ydmoEnrM5FYiW2Smt7KRmVDYIF+8pc5r+/4Mjjk9wCXTUREGYn+uVbplwjMC2OWBO/8jHSKuQ1YMs65LKWgc4r+b3Ym/pFvMfFWzFh3Aqeu3UvtVSHKkBicT0FhbuUz9JTb+DPsg2Rbn4xOb/AsPUiPr0R35nw6+9Ka2MzmmoajMLtl6aekAoYbqfbcGU1iP4/MnCciynwyQ+Y8pZIHt4AxxYCJlVJ7TYgog5u47Ig0S6rlhNWpvSpEgbl/AzixBrCl7UFIBudTUKBByAgwCwJJCILxu1D6GBxJbyWa3jHPTdTjFoR9iBHmWUgtqTEIklE/hYYkzFwqZzzv8/avQicletlERJRWZMy/f3oa00vO7QDm9gSuH0/lNcrgLuyU/79/TdfdT167hx83n0acJX2de1MK4Chihs12f2raRny27EiSl7XlxHXpf+4qlO583Qz4/jFg7y9IyxicT8OBqvSWUUzJJz0GObMb7qOyQUxz9r7upQwXYIYV6Ulbk2IKaIB6mFchlyEaqYHHk9RpCBsoX/0OiIgo/cmUgYwZrYBDf8sBekozWo5fjff/2I9vN8hliFLc0WXAtKbApf2p8/zkRnlwyowHqozvr90XsO3UTXy+4miSl8U9hNKt22fl/w/8ibSMDWEpw0qPpWAyUmBV1IVfFPYedtu8NwZbGfYm7tgjkJlMCvkqVZ63g2lTqjwvuaS/TzERESGz15wXowvOlHjfRPE2lRvHM0dpmYgc6erbzvZTN4DmpZHifnpS/n9ud+C1fSn//ORdphxFzPhircGbJcNdhNI/O9IyZs6nIJ3ntZSJs80z4mvxlwkcaXiAzCS1Xu9Ac9oeKc4Mn8d1Ya8HfV2IiChtC3ZAY++5W2jy6Uos3ncRye7OJWBiRWDFCO/NSI+v8l6iMKNHc0QW3qfFgWXpq0eYIbW/lIoBDSJymrXhJKasOoa0LN0PNFOKirfaYLX52GdsViDufkquUpqXqOD8rVu3MGPGDAwdOhQ3bshNBnfu3Inz533X0s3sAg3oVDGm0pTDDKCg4QZqGNP2H7jMEpwnymjE5/Fl81+pvRpERH7xnF0fm82Oif8exqpDV/Q/SJTmmPEQcHKtz5h0sM/gXvx+B87dfIABPyXUG09OGz4H7lwE1k3Qvn12e+CHzuhjWqJ9uz2d1ja3xsuBA3+WDHFtp0CJnSTuHpIkkUH2VM8XS0+DNuI9/uEJfftDCh+zMu17kpaIz/CC/sDhJYlfhMWG4QsPYNzSw7h0OwZpFXcRCiQw32jMSjwyyfP8yGl6K2BUQblZqzf2zLXTBRyc37t3L8qVK4dPP/0U48ePl076hfnz50sn/uRLYDtXB9OWZFuTzKC9aSsyCgbnKX3KmPttNqTdE2ciIgees+v3z3+X8MXKY+gze1tgJTrObQW+66h5s8gmf9y4DrgR3F4iMRYdQcJbZwFLbNKfzN8X40tyaZInTOu9RH3T9nnAxuPXMGrxQXWDVEscML4cMKWez8aqb/62BxZbEgYffnkGGFXIb9Pca3djMX3tCVy/G4T3M0FqJ84Hsl8EPQgdqC1TgeMrgDNppzzk12uOo9rwf3HwYrTU8NOe2ACW6nEay7hzCbePbkTvb7fi770XEr2+Gdr6ScCeOcCcbolehDK7OFbP8T2VZLI4KSXBqWv3cPVOLI5euev9GH5xt/z/8ZXat187Jv8t3jjZ7/NdiY7BgQvR6X4nDjg4P3jwYDz33HM4evQowsPDnde3a9cOa9f6GBmh1M9SoHTL5G26MFEallGbm1Yynk7tVSAi8ovn7PpduJWIknN3fWfZdzWtxmehU5Ht67pIURd2A5OqADPapFgU12tvJJ1fhEVwUXyRT2k9pm/BN2tPYPZGxWzl60eBBzeA695n4D4zYwt+33EON+7FJf7JRcNcYccsn3d78fvt+GTxQfT/cYfuRe85ewsz1p3wGhQxpnZ0Xud+MXfrGVQf/i92nPaRWZmUAZJA2CxIK0YvOYS7sRZpn6gw7B/0+2578rwnE8oj6qdH0ePkULz58+akLT8Yg4VBdP7WA4xZcggXbyex3OidC0EtFxOsz6Y4plqCWG9eWibSp51nbuLMdZZPSUnK3djq73jvNivJarPj2JU7sC99F7h3Bfj3fdeNYlmxdz0WUW/UCrT7Yp00cJ6e9+KAg/Pbtm3D//73P4/rCxcujEuXLgVrvTIkZ1YJURoMzv8QMgr5DKwBSeTPq+b5qb0KRER+8ZzdjchgP/i3ZhDKb6zQGnhgroHxAJKD39DNfwl/oy7tDXzhov7r3J7A7jl6ny3hXvYkfREeuegg6n6yHPN3nkNqOKUK3Bj87hgisCffnLjz8xELlfuG722884x8br7t1E2NW7Uf22nKBmmbLth1Pm0G53XuF0Pm78OdWAte+XkXbt+Px+6zbt9Toi8C48sAS99Dsgsg4/KTRQfw0V//6bpvdEy8VGv89PXASxydTthvVwRSjssr76+vrWk7BpkXJH7RovTXyHzAmnEItvtxFqw7elUqoxGIXjO2YNqa4+j/Y1LLgyX9s+SzLncivTp3txSwjH4QH7RlJnaGhpjdsf/8bY/HixlLyw5clj7byUV8rp74aiOajVulfYfYO/JsqQDciYlP1nUOak+UL2oBFxNxLqCH2G4nVgPxD3z2NfG7f9vVwfnXf9mNNhPX4vxNjQGVX3sBowsD14567cmTngUcnA8LC0N0tOeUgSNHjiBv3rzBWi8iUvDaaCuImpr2o5d5ebI/DxERESU/nrO7+aIm8EtP4Oi/PjMXRSBh6urjOHr5jnzFnl+AkXmBQ4sCerrkCn/6DY9E5ExaCQ+R0f1Hf/l3nUFcRxJJYl/zzPVy5vqoxYf0PWDjl8A/Q4F9v8v14ZPJ9bsaZezsdow2T8fr5t8T/Xq/3ZAMfcVE4OvqYVUW4pErd7TLw6R6bF5HkO/mafwaOhwPG7dBrHqrCavRecoGrD1y1XWfDZOA+9eBTV8irRAZ7dPXncTsjad0zQYRQXxRa7zD5NRI4rPrfk+qG3yXX/Lp79fl/1eN9H/fk+vk/Vin//2wA71mbsXEZUcCWqUTCRm2YpaJHgv3XMC2UzdUDVxHLz6o/wnF9hXHrdMbfU7+MBqD8+H8a88FaWaPWO/U1n36Zmn/dh8s/GLFUbzw/Xb0nJnEWRk+HL3smWXtFBMNjC4CfF5N9/LEcbTqR/+i+oh/pXOFYPl121k8+vm6xM3i87rQZ4Ebx+USal6IfXrO1jOJW75ohP59J2BeP58DwLYAM+f/SthnT17X2BYHFyas+IzErXNGK2vz2GOPYcSIEYiPj3eOipw5cwbvvPMOunTpkhzrSJTpeZ0uTERERKSB5+xenPXdk+jzFUfx6T+H8NBnCaV/FrwoNzad28Ptnt7PzezJmFiR234TYfCR6ReWPfEL99WYzYdgvVZdcSkxpf3f94DNXwHzntdVjzax39dFNv9N99I1a8aiu3mVNItONWNARNjObZdnH6z+VA6MeCm5UsSgyHQOVha7CFCLOvkLX3Vdl7B6O07flIJJzqfUsThR+1oEwoMZgPJYMV8Wvop6xsP4JvQzKbhzPeF9EJm2rsWkYNlPne+TNTYGM0LGoa9piSoo5a3E0MZj16X/78QkQ9kckdF683RQ3pMU+S4qakx/10Hd7+HQYuDz6sBZ7X4g645ek/7/ecuZZHtb/7twG6/M2YWnpsl9B0QGuGjg+vXaE7it930TWcziuDXrUY+blGU//B0DxWCCCF4eu+IZdBZ9KcRMDKXwEJP/dYuPkX+8DZYk9MVIbFxzV8Lsn7lbz6qudwTr95/3Xyv8QVzijkMhZh/hzgsJsyZE03Od4hQzNC5HB68H2dvz9ko9JEQPlKCL917SR+zTQ+fvw+YT8nEo4MF8ZYk2BeV+bPGXOZ9QMsxms+O1ubucV1t9hqoT+3czacexRPf3SK7g/IQJE3D37l3ky5cPDx48QPPmzVGmTBlERkbik08+SZ61JMrkzAbWnCciIiL9eM6uPxqj/L61OyGQUMtwBJhQIfFPo/xl148IiuvHscL+Iv4NfdvHEwf89c7Hsrx8ARYN3Pb+qj84v/4zXaVHdJVbsboFy48s1axBGwwi+L7/wm31latHad95x7fAjNbAj13k+4hg3OrRmncdYZ6tepaAiGa/XzcD9sxVX78q4bl2/eDxkAE/7VAFf53b+cIu4IfHNcsefPTXATz77Va88dseBJ2eoLrIiE/gNbbjlnGZrHQGZUL2fIc2pl34IOQH5zs7ZN5e1B+9Qgrmdf16E8Ytdc0QSUpT4ZyIxnDzLFQ2nHSt447Z8vsqTG0kZwWLPhRaryfmtu7XZ0zsd1ExYOWn6bHTVY3A5NzuwM1TwE9dvLz/9iSNcYWb/Qev3RtNKgO0NrvriUXj3NWHr8jl0+b0UA92il4WQShrI0pWDZqzC20mrlFl8osZG7VHLke1j/5VBRAj/AXnxTYcVxr4tLhn+Tax3cVgyeRa0v2UM8zE6xQDFrfuK47HYhZTtPdMffcMao9A542TwNrxwAP1bIb3/9iHih/8I5XGCVSISZHB7b6dlcePW2fkDPDz+sscGRyf8EQOanuywxobnMz52crZWTqOXWduBLcmv3Pb6GnqnVDWZt2xa/hjt2v/sULHwFKQif3ZWwBe3NZ07CrnjJnkaFYe8NlbVFQUli1bhoULF+KLL77AwIEDsXjxYqxZswZZs2YN+goSEREREVFgeM7uje8ojiPI803oRN8ZdX6+8BqUAes/X9a/er/3BX56Snv5CaV1ihuvOAMyyvq97vSWbAh4W4mA7vwXPLJqtQJk98Q6Lv9Izuy+6rv0RKIqOpzdLNegXT4ciacs+WJQBed9v82KG7cnBNzPKMpWrB2r+aisBkXGZaBRxX+GABf3AAv+p36sRsDbsXbu5bid23nmw/JAy+wOHo91lDpYtFfjM7BtJvBbH58lhUTm/W0v9a61yhycvXFfCn6I/7/fdAo21SCMXXtzpWTmvBei/0C3bzZheUJGv/HWKedtYraSaMo5d9tZqcTNB3/ux9aTNzBllStYHW91vbZAS1qMDPkWvc3LsCjsPfSZtRW3dv8pz5z4poWrz4YgBop8DH7I/B3PEhGIEgFPMWCl+7E+Pgvumd3i989rYHbI2CTl0YaHeIbDxHv205bTOHFVHvRz34/vx7qCuibFQWvNkat4btY2uXza4UXAyo9dD/JxIFF+HgJJzFV+Nk9evac5eBARqghw3rsGbJoC3FO897HRQNxdwBID3JdnITjdUcxSuX9DNUgmXqcomfOZspzQt48AEysC53Z4fZ2iAa9jUMHjpYr9duXHOPvTAEz497AzSPrjZvlY9OVKuUm3aBDdZepGXfXFQ0xGze0ir4BN/Xd332/A9JbQSzoWrR4DjC0J7PQcFA3UWPM3mHq6HeYsWpbkZX2k7GuieJ3X7saqGgW/aFqInqbl6oFx8dnaPE3HoJpBX0NYv8F5u+bsCKveUPW1Y5gZMk5OqPDHxwdMzMqqMWIZPv5be/bCj5tP49zNB9KMGTFDpeGYFXhLDF6LwRnHsTaJEp1a0aRJEwwYMABvv/022rRpE5SVISIiIiKi4OE5u//McrvGl8pQJK3MhCGxDdb2z5Pr4t886XX6t0OVD5dK/4v6+OXeX4LhC9VNKMf/q7N286V9wLqJnlnpemvO+8iqvasss2DxHXxUNpEL+Mv1+okINkMgtwcQKLarHunlWSyxwIKX0MEol9JwUmY763x+92C4czs73u/Y29i9ej5wRmft50WDpcbDtr2/SQG0Hzadwr5z6vVq+ukqVB/+rzqzNoHVLUgmMspFRqIIjLT7fB0++PM/GK+6ssu9xnbcGgmmhnelkhA30O/77dKAhHIWh9jMsYpBM7MiUOigDJQ1GrMyoOeuYHCVCTl7ZBfWbfRSt95oAua9AMx4yJUt7Jad7P65cs9SDqisjWiy+VVDeRAvEKrBJrtbzX63rGtRu/32GbQw7UlSk2Ot9+SHzafx3oL9aDVhjfS78j0U7sW5jsM+n/bOJa/bVwSpHUFLZfBSayuLDF2tz5Eyw1esxyjzDCwNfRuxD+5pZo5LpdmWvgv83sdrc12vfyvtVs2M4qt3E94jEcg9v12+vOIjedDP/XXYgYajV0qlVHaduSltkkbG/fg6ZKKccR8j75Pms5sweeUxZxPs502LsCT0HYw40wu4ewVdpm6SSnV1/2ZzQMF59/dRlTmvHDgWf4fFgJZGRrzHJnDMjvr7NSRVV7O8vxn89NAIvLSKXSpPJo7TdUYuR6UPFssDNbfP4d2QOfgk5FsYlH8/1o4D/nlHnjGRQJSNmrEucQFoZdkmTQnvg8Hts2TzFapW3vmXZ9DatAvzwz5yvj9iG4nGvZ7sPht5O3vCiH1gVnvgj5c1z0/+2HUel6Nj8duOc/LgjOhpdFu7AXsgzHruJLJt9Bo0aFBS1oeIiIiIiBIhs56zi2zbrGFm5Moa6rwu3mrDrfvxyBsZFlBZmw0JNaA1v8LdvSI3V6v9nO+a83bPTFOR2X7k8h0pu7Jf05IIU5ZTkB7gtl5uX2hFjeEyK7SzwyetkEsmzNpwCq1rXEMTx0v1un52nL5+H8VzZ5G/cE5zPMKdvoCX47Uqp7Irn8srEciUmj+K+xhg1JU2FkBgQmR2m0I8rhZZb8pgsrSK4h+RRRpAtrDqdm/BcVG2RPHCRADMriiF4TW6t30WsOdnfBkK/B3T0JlZGKG4i6hRXNHf83vJXBQNCLsqfq+xug+wGsCHtzzWSTS/7NO4pMcyDpw6h5PGixj2pzwodGpMe+dtVxICqyKI1rpifp/bVbwXuRCN+wiDVg9V5eBCYgdEguLyf8CKEUDL94CCchPJ6/dipbJOIpBU/v1/sL5CLIpoBKbaGreh3fWbWISHpFchAsBtK+dHvMZ7IwL2UtBYZC7/twCo3g2IyOFz1doYd+JunJcZUQYTsO9XV5mZYvWlARk1u7O+epGcWfDq3F1YobjVb+kqkTlsjQXq9pPLeF1RZO7qpiiFEXcfQ+cfwAwfdcxdoUMvHyMRYDPLfxO+XHkU/12Ixpc9aqmy3Z0XF7wEXN4PvLAS2xOCwpK4+8gWo549ou7D4OMYqdw/FZdXHb6CPrO2oX3VgpjSs5Y6OK9xvHxu9jap/8PiQU1V1x++fAenr99D8dzy+97DLAfE7x5eAiBbwutTrN/ZLfL/J+UgsLs3f9uDr/oX0R78ksraOG9wvm5nWSBFIBcn18o/L64GCtXUfG0ie158rn8OHaVuGqw4wksDElcOYljIT/IVItYqBpEhb4d7OurQmxXvtcfsMtXgnmK7r/kUWDceyFcJ6LMEuH4MKFxb3gxi4CmZaQ6EiW138ySGr7+Ppf9dxuJXmyJHFtf5jk92O17/ZTeW7JcHi74wTgLGbQPaT3DeZeeZG2hbtRCyhZmB0xtcj13xMawt38e7C/ZJv7avVhAFo5R/hVzbVpQ6ql8qN6IiQlTHbMf+Ld5/MVMo1L0PQML7YHT7EFv0lrURM3TciDr6YsbSvJcaonbxXJoP23ToHCqv7ofsVR4BmrymHgQ++Bdwer38U7olULyxal/ScmT3OpRr3g3JHpz/7LPPVL9fvXoV9+/fR44c8h+JW7duIUuWLFJNy4x0ok9ERERElF5kxnP2K3fkrFtlcPC7jafw4V9ywHDpwLooXySf4hEGxMRZsHzzTtSuXhWHL92RGsD6zm5OIMqziACHI8ihsOn4dZTKmxX5s4dLX0zdv2D3/3EHVh5yNQJ9uWUZ+YII9u39DXhxFc7fvI/CzhVwPV5kkIoaw6fCtbeBck0X7buIJiG+M9o/W34UX6w4ikGty2LwQ+W0FyotWF9wvrDBRzM5VQDVbXmiDMLlfXjc+BIW2Jrqy37VmzUoyg2snwT0WwYUqApcO4qNe/7DwtulMMetMaFk/otSAHNnzU+cQT+prI2Pp1AHmb3cU9RyfmY+ULSuFNSr9MFS/KwaL/DymjVqx9f88C8czL7H+YgRfx/AnFAfZW0StpUjUJIHtxGLECz975LUjLGr1v4k7nv/OsywwJIQKhDNL0UgMV929QPuxlhw6FJ0wG+Xe3A+LO4Gdob3R7Q9AtViZ+pahvzCkjk47/7EovzPgxvAiTXA+3Kgq7TlGOaGDcFnlicx09oOu87eVgXnHXWJvw79DLgOzDUWwDpbNQz7Y7+UySoGEd2PI71mbsGwDpXQe9fTgJhBIEoldf3eY/VKG9VBY5u3fUmRAX3l9l2M+20PXikXjWKKu/y95wLuhZ7BO/P2IU+2MDkAbdCZOS/KYPw1UL5cqbPnDBwvRMkrcextV7UgGpTKrTrerPz8eSy/0QvwcszbeOK6Kjjv8TnaP1/OEBcByJ3f4/6Z8lhi7Yx1R6+iRXnX3wPngOKen+X/T6yBHTldy/miBnrfvYzvDeNw3C4fnZVBPJ+Dj6qeCK77TV97wnmsnqKjrI0IzAvtvlinul7M2Gg+bjX2ffQwpq45Li1LsCqe1/8x1XW7c1BCZLGLXh6qmQxW6SWIPgdLwoZisbU+RlieRYTZ7ntGliI4r8ygFhdVj1Q0LnZkTEsDxyLDW8HqVkpLDDI+VaeIM6tZfN7E4EfVIlHIFxmu2p5SWRtRV//gn0Cxhur3R3n8dAxkiQGmqY2B6HOwh2SR1jdr/H3UNAzHLntZv38eP19+FIVzRuDJ2sojgn+ag8LiPGH9RGSLfxIXrE/gpy1nUDRXFvz73yWMe7K6unyRB7szMC88YkporrzRlaH/y9bTOHEtBnNebKD+LK0bD2uDV5y/it4lBaMcK2pw7rCiDJEo91KzWA4sGNBYtd0dwfk+s7dh28kb2Di0tRTA98ich3qd9Taadw0VAQabPOvhn21ill4kvlz2H2blUvT8SVixS7djsOiH8WgYsgm4tCkhOG9XN9N2EI3nxd/fMqLZen2v6zFh6SF83RxJois/4eTJk84f0UCqRo0aOHjwIG7cuCH9iMu1atXCxx8r6moREREREVGKyXTn7CtGIvLrusgO1zR+wRGYb2vcivIzygKbp7puNBixb9Yr6LDyIXw/aahcI1iDZqDLvRREgg3HrqH79M2oP2qF18x5ZWBeZKc6rZsglWc4uuATREyXM6Tlhbi+mB694pmtN848zfnl1Vs5GJOX60VgXvm/d4mt5Kxcgo8v2JflbLwnTOsCKE3hIxgkNryoqSxKKohyA5YHuPXry9IUdHxZB43W9caWba6BleKGSxhinoOs8TecAZlsO77yvny3urK6srhFNv78ftLF4wk1rJUDP99tOiUFcZzrL2q5//u+nMXr5ruQMTAosvvVA0g+alrb7MiOu9ge/hL2hfdDX+vvaG700uj1xnGpQeTfoeoGvo6ApMj4Vgqx+i5VpFVf3mRQX5fjutywNLvhge5lCPZkKmsj6sKLWtoWq9vyRWDerTzTK3cnI5shBsNC5ACQarjG7jlrIS9cx5Ajl+96BGNf+2UXLDa7fAxzlPY5/I+u9T5xzct7oZi58cWyQ1Iphnd+V7//uS+ulQLzwrW7Mehn+03/LBJlMD7eT2NJxYDK5yuO4vtNp9HNWZ7EtT+3uS+yv31w23DOpFYxUHB6k6t0y6I3pB4Nb4f86szwdTR0lJ7R45Dj1mfirlx3/TGTq5eEKpiuI3NeZLevEY1iE/S98w2ywbWddit6g6ieW+dA5Mi/D6rqz1sVM3M0hxdNfjKuRYRRlGkR/QvcMuf7mv9BAcNN6f8Pzd9h+P6HvNfbdlt/5VjauqPX1GWLNI6f8qtQL2PVYXmgwuHteXulYLxUSml2Bxz7/mU8/912tEkoSaR8/dJAyrbpcn35L+upy8Qpn1+5otHn5HWJvw9jwr49yDxfvk618xg8ZgN9tvyINBtBECVWxGyUlYcUdfzFfrrsAykQ/EvoCNeSDN7Ltr0R8rvzKtEY+O+9FzFphe9a6+4DgFqv2QQbNp24rrkCdsUgxmtzNZpLi/j1znPOGS3unxHH5lx9+Ko022HFQcU2kO4gvw9GRWR6esgEtLOvhS6K9S1/eCrw67P4KWFGRvO7i4G9cz3/zN2LQxjivO+uGuUP6x37HOUNnln6iiVoXy0+HyIBIzlqzg8bNgyTJ09G+fLlndeJyyJT5/333w90cUREREREFGSZ4px96zRE3D2DHiZlAQaXySGTXU00HbZNR92LcpbkYJtnNqrvoIvda3BefS+fIRvNMiPrD51HLoOrXrXU9NOxPI2nfcq8ViqVIXh7LvcgqKYr2s3P5AW7LflyQiahzrsLdmWgQwTx1o4HLmh/wdcXm/cR7BelFERNZUWt61vXLuG1X1zPV8bgqgs7P/RD9DcvRLezrnJBynfOIyD5xwAfZW30l9tRDvzcjrFIQRzJxd1SLXdsTNhv3dQ3qmd4FDVc0bVdXseP2Bv+ovP3N0N+w3ehn2rf+b8/pP8qGM96vDdivxUZ3w4Vzv6C17a2wGNGRRNcvRKeR1q2qInug3LTOgJiE/89jKX7fTRsToKuX2+SAsdzt7oGIva61WD/Zu1x9P52q8f7rvxVHAdE4LWI8n1KkA83sTh0KLp7OXapGIw4c/0+ftt+VlGj3q2PQEKuqaaDC50Xz9+QB/osoj6+QkPTAZQyXEAhXEMn4wa8ZlIHk8RAoFQWRNQW/+sVVbNIZZmXG/fjfX8WHAMcYrDqiuJ4J+KgD9Q1jRoalT003PNq1b+LMkrSYOMPnYFZj3h9etHfQGT4KpeqDF6eun5PWn1RZknUQ3d41bwA3yY0n1Ue0uJ8NbtMGDwSgw/7zrled5voeXjL/It0WbyvryoCnlIwWazAj12A2e11HVecQVW32RpC5TsbsT5sEOoaFMcOaxwurZ4u7b/73PbrQ2evAPeuaJYIE8HtELje6z7mpTDb44H16hl7DttO38Cz4jPiWC/Fa1nv9jdTWWLGUfZLq8zZ2ZtujYEBzFh3Up7Ndmodyp36SQq6RsdYNGY5iJHuf+Vf4u54LTvk3tvFnWPfM/iZ0ac085/N6HOgL5b+MM51pdhPN3wulcpTHtt9DmgnJB3UOi0KPiXMyllzAqsUg//uxEzBUMQjC9y3nbJcmCoyrbqX4cxm5zoduOhtppT75xOqGROiLJ+DGHxU39mROW9wXvWQaaf6PpOqyTMxtJ5PceJQ5Nxi6f/KRvnYHWnRLt8l74vqdVbunxejNeqrAYhySwRR+jp0EvBAURLLQfRyWeQq2xTU4PzFixdhsXjusFarFZcvu42CEBERERFRistM5+yODHJdjdISMiH90Qyv61m+JQ5F/n0RD5l2qK5uYDyAZ0zLVMH5czdd2ZNmRdBDkpBtLe57U6MZoJDdID9eVX1Asd5G9+C8qDf9e18UFPU1pKrE94GvxDR2T52+XI91CfX3nX56UjOj2z0jzVvWHXbMBlZ+DHzTHPMTMu0CztP3FZy/7bnMEsbLqGg4rVnHNrdBDlSWuL9fe/tJWbR2dc8BeCn14Wu9otVBZOVzqPYzUSM7AONCvvF5u1j1X1fvQD+jKzjrT7x7tnjCfhK14BnYtqkrgOe4f0r6/4tQ7w0MvX5ifuvtvGjw02xAK3P+i5XHEBev1fAvIXoacNNETycSZjo4amQrjVp8SOofEecW5FY+q+nKf1IW71chn3u830NC5qCS8TRGh6jL+Gj1bRAf8AHjZ+Kpv6tg2+8TvGayq2b7KAeSFAN9oUa71zI1lQ2nsDF8ED4P9Zw9Iu4/SmSc//iEVCZG1BifuUquK29VRKvvizrgtzXKRinXZXprKTu7RIwr+C5KkX2zWt3Aek7oJ14X4zYkIv07cdkR4IxbA2U37oFB8XuLcaLZguyjv/7DlpPXsSzsLVc99AStTLulY0z4xa3OvzuWKz6ylk+sBlaNxsXbMRho/lN1U9mEQULVLCpHMFlkaB9bLtf+Tqin/YppPl43a2ffNo3fiNWhiprtiqbRL196H0UM1zA3VD1brsDqN6X9t9cM1/YS+1ThGXIvBXfWNWOlrSzKXUHnkXvejnPOkjzSevn6SCqOn467nbx2H3YdfSUiTy6RBzMSKMuhuI7fCTMiVKNnyoC8sr6+vmbwHoPJoqnsjDZSlrR789m6J6eihvEEPg2Z7vF3xL15rr+/gyII3PDUVGmg+VHjFnxkno2xi/8Dzu+QZ465lfsS7+vqsNdxILwvssI1u0b5t015PIhxW/fQ33rgSZPOLHYAU1YdUy1bHB9EWT7X7+od4da9GBwTswMNPhZ667Rcei7BysNXpc+qB7eMd4tbuPv8rQfOvynu53jKvzMTHbPZvBxjLVYvO7NIPnBn8RxQClpwvnXr1vjf//6HnTtdoxk7duzASy+9hDZt2gS6OCIiIiIiCrLMeM7+7mfTYP+lF/Ljhq4vue5fr0TGXW7IgQ3Nr15xd/0uJ3b3XESd8ixDMTd0JEaGzEI9w0Epy1N8ef0goZGmZnA+gSiXM/DnXZq3fWKeqQg22FHMcFkVtKv8YAew7EO5zq4wozWwfx4mhcrVifMa3LPKXPacu41dinILkmhX1rkn+Xn7/6AelLApAwWKxm2Df/UsqyLK2tx+EI89Z295HWi5fsdHGRWjdjs1USPZwarRZM5byQ6P692Wr6vmvPSk6iw8dVBAX2maxIpY8W5A9z9y2TMz8lHTVoSfXIaQJW/6fKwINL7x6x6pQbODrwEzR5BGmTn/c8hIjwxP5SIiL2/BPyMfRw7cUQWU+n23Tc4Yjo+BbXJtnPzqCTm4LrJ6RakgVf1vTyJ7+vpdt2xJxb4rGk7r2UdsipIiuX9oJf1fwnDJ473P6pHFmrA8rYOWwYi/w+TZTg0Pjkx4XjXx2bcqQzu7E5pougk12pAXN5FDOUsnQTmj5+CWg9jWszeeAm7KAzLC9eWTpP9tiiCnFLxyG8RREcH989ulWSLDLrnKpogyPqeveD8eyQu3AvNewMV/JkgBdL2Nm5XcmzqKY7EjYCcTg6HxzoE7D59VRqmFXTDINB8nwp9BwRvaZdGc1oyR6rTrHSyQPi+qgLQd4YiVypmI7H3RN8LdJ/FjpUFIh7xrhuDv0HdVM1q0ZlE9ZVqNUEWwXWzHSC+lpUz7f5OaiIdoBed19ibxVp5KvlGROZ+wd3/89wEs2nvB76C5lLGsXFdFcF5sXlH2blXoYORYPRS4pyiLo6o5rz847wjQzlX2LrHFA1PqAue2SQPrsW6DdqE2xbFlfFlg63TFc3sG0/V43LQeU0M/x3Pmf9HSsg6Y3kqeObb/d4/lFTLI50TVjIpZI4pBNMeAxuYT152zDlTPZVyvvmLNWK8D0uOWHsY4RR8f96o67vv87A0n0GbiWqnhuU+KfgOiRJw4HonPi0HRpNcmml/7KE948updaQaQWAX3rRwfF+tMXFD1fFaobjwhnSd63ZevHQUu7lVfZ9HOwg9KcP7bb79FgQIFUKdOHYSFhUk/9erVQ/78+TFjho8DMRERERERpYjMdM7uqE07OnoIDAf/wtiEjOJAgjbC6rDB2BH+UsIXNI2Awyl1Qz4H5Re16cu81PJOUMx4BXvP3cawP/fDeMcVeAgxeH4bFLXSRf1robVRHfQWzKLh6+kN0pqK2ulrw17Hy4oMzYGX3gc2TAJ2qcv3lDLImdz+to4yECIavvlSADeke291yzDu/4MieBWR0+fzHL1yF9WH/4v+U/7CamVtXoWFf/2mOwiuxT2TzrEGWjwawrqVX1E1rPNWd1n5LHatzHlXc8zXf9EehCmMq5gTIgdlA1XY4FY+wo9yx771uK60QR0g86b9F+ul2sMDftqpfs1eAuPivf56zXEYFdu1kekAnjMtVd3vK8MYZ1DwjfOv4xHLSgwLEQ1zXe/O8oNX5H3vxGoYb55Ayasr0WrCarmJsygVdEJuGi1lly4frm74B6DzlA2oPXI5Tl5zlS1QZu2GmbwFIF3rIGbGxMarA1sikKMcRLDrabAq3ea9zIR8jfrx3c2r/BTTkuUx3sW28JflBrVuXjG7Sg35ez5nWaWLexAx90nndd7KW+vhbYDSSZQk2fcrCm4eoXqtIhgrAuDPm+SSFr6YFLM0ShvOOwdjAzVYUfvbH2UpGAfH2lvcspztHkFju2rbhxvUx7gIL4M8VYynfM5occy8eTWhfrr/fVLW2yzP/lIRM6J0EOVNxPukOVih+Bta3HhFKiskzNmqrvGtZx9Xvo4cp//B3vAXUNJ4Gdn3zVbP/FIG5JWZ+36y9R3rIEpfebMxYdaZ9FrFgKFb0BiL3/S5/iL7vNs3m3Dq2j3NMnjCy+a/nJdzQ1FO5doRTApxvffKLeZZ2sb12Rtq/gkzZ3wJraRwc8L5SQVRc33NOGDVJ17HZ8Rzf32ijZSIIGZ85F/2sqpUj9XtIOH4O3o9YXC0tkH7XMOu+DvhGNx03zZ2t8x5Zf8FIafhLq5H39Xcpj/ahmJT+Cuoajjh9ZMgeotMDXENBrnXrcfRpcDXTaUgveg1IZUbCiA4rz0E7EPevHmxePFiHDlyBIcOySMiFSpUQLly5QJdFBERERERJYPMdM7+VsivaG9yNfp0ZKpKwesAFEzILmti2qcrCOBOlE+5fzdaRGO8cgRaftx8Bt+IchcJ3ze1ygU4aqW/apqH10PmaS7Pfv86DIZs6G/+W/pdlDDwoMh2Va6DzUeeVi/Tv6ir+JI8eeUxvBHu/XXNCh2LJ+E5pfv0tbuA43EHtIN/yuCTqKcrZUKKkswfuQXOrhzCc5dHe10HuyXO77ummTnvJQtOLGvD0WvYf+42Xm5ZRhVEdtweiMJr3sA482XVF//XzPOlwMgPmyvgnMg4D/N83OiQGVJN8ECIUjSVbixDNkUZAz08G7zakQWu4MJA0wI/S7DjoKIuceUdw4DFy4GB2z3ueTfWgtFLDqHpY+r9MKtb9m5L4y60N27GH7YmzutKGS7hvD238/eZIeMQeeZloGA253U7wvo7L5+6chslyojRs1au7NiHXaU+/rsgr/Pfey5oDrqJBpauTgbagUAxM8bd4fDnPK4TQWFl2Suxz4v9crmtthSk/CX0Yzywh/lsTqgVSH3NrH2MUKoAdUNfvbSC8+IYafv2UZjjXQMaor76lvBELN/gCgBqEgNvXmbuiG3xRciXaGrar+t5BNEHYEXYW9LlEjFyD5JgMGkG4r0Hvd3LY0iZ86rMbbtmoF8MVomyJiJ7OinamzbrmjkhtDK61QEPgBhgnH53KEqHy/tfmZjvYVGGIt2aO4u/J53iRnocY8XWqGI4gVbG3Zhm7Yg4jT+2+Q03Md48DTgWhtIrXccAD14GDW2WeI2/EoEd+UXTZdFXYmv4y7BPHgmbQbtckPbS7VL2udBi/GrUKpYD8/0+SHGMuHECnRUNjJX7n7cZO6Jszf/Mi/A/LMI5ez2vA2f/hA0BVmmts6ys4ZzzueeEjpRnbBwXAffq2G6voJk575jpYLXZpfd2XpirB4zSg6unkCXhcg/zSrxr6Qfbf+q/R+5/ylWziRJq0cf/1AbnO/6jOsez7ZsnlRkTuppWo5Gq3wU8ylsdt8s9Mb4PGaN9pwu70PxnueTVqjrX4fpLFeTgvIM4sc+IJ/dERERERBlFZjlnd3yxcmTe6RGaEAwSX7KU9Y3VuYr+maxxUmb7zFC5HrReuQ2uIGZNwzHN+xTAda+Beb0Baffp584a/T4e8nGIvmxIh4rGs7gfI6adq78Me9uSqqxzhTcVdZW/m/AW9hV7BuOfqi5fccF3cCjuzlWt2LaKZlkGBXW+sh0z1p+ULpfNnw2t7SZVKCigvSTmNnIe+Q1PmYF9thKqm0Q96nEx3svP5FHsJ3r9GDoKNU6cSMQ8eXWAXwTJ6hqPqJrJ+rr/36HvYZWtBobb5JryxU795je79pft56EMx9RRPJ9DuCFOIwjq2vNbm3YBq/sB3VyBVmVpkt8XLUHIvYpwFFKxiSaHdrtUG7rL1I2q7F6HPPdcmbE57x7VHHQLdHaO8E3IRM2yHOVjZqMgoj0a/2qWodd4Xj37idYMHT2UpUKUx0mjIjCfFOIlKkusaFr0hubVs0LGorHJezDNIQquUj7KPgCea5J4PU3Ldb1XhoQyMx6Zv9JME8V2sFmd9emVQdKvQiZ5Ns3UIHps+JqRkMPgev9GhnjOmlH6NlSjnrZOH4T8gNL206oM7mhk8zoAJcqHiD1MNCd23+ccJZ5E4HWKtbPHc4nXIX2GFHXoNS0cpH29Xf/fCF+ameTyJoboc7gWUlnnozwH3naeueUa4PbCoNx+IRFelxfhdhx1qGw85fMzoPX5Vz+//H9Bw3XNUkrKdZD2eUVfBMey9yz6Gn+HTfX6HFpZ/6Hz+6p+Vw6oljOcVZUZcwi5fhiht07goxDXjELjPNdyepk9P8PuxJy6/qaFXo+nduk9kJvOLtp9Gs8imYLzffuqN4DWFFoiIiIiIko9mf2cXSuDUYsoC+DeePAl018+s8rd9d/TBdlDFbVsfehs3IDfrC08rtcaUPg2ZCzu+/lWbhdTpv0W11d/2Xd8Ufb3hdttIX7vIbZjt7hhquu8PceKUFegTWS8hsbHS1mQ4Ypp4r3vfIMndxYAnqqOC9duoeCeOT5fatg6L1lsCj+EjkGlmG99bFftGvCiqeP1+1YUUNyqpwyEa1Gu7aCVzW6xiuq42stzr5urh2g+mFT7w+WmxHp1Ma2Tal/3MS7FcIur4atEY3aCyCA/bi+M/y7eVc0Y8AhOa5SzqGY8iWqQB07Ud/Qy6BPyG75aE+uMfpw8ew6jvtuOx2oUkrLmRSmDqsaTsFlLS7eLxontLsq9GYRhIdo13MsZffVhgGYAvbRR3SBYmdUabtcogaCROZ+YQQHhCatnPww9tAa1tNZAGiRJBBGvy2dw63Ghk57AvLAn/EXMi1nj3H+SQy2T53K1Pr0NjAfxP9NClDkhtldN5/U2qxV2a7zrMdeP4a8w1zHVEWjXE5gX7NLfMX1/CzVnXQWJe2A1DPH4NXS4z7r1i0LflTKdlfIq9pGKxjOaL03Z4yExTKJ+vA96Z9UpB6BvPLDpjrwqS8BUMpzCJXsu/49RHiOMIV6XJzWk1ZBTMXCltzSTUu47h3EZJXDDHql5eyxC8IRxLe4gCyLuRwJjanmcI3wW6j0wr0XZ3NYh173jzsv/hr2DA3EVNR9b7Y/WSAq5Zr33/cD62/NYGFoQT8Z9hIeN2/V+BAMPzt+8qahnJIrlx8dj//79uHXrFlq1SpgmRkREREREqSazn7Png75ATy54Nv4TwbMLOr4QO2SP1xeYdwSSylnO4oi9qN8Am5g+7c/Ow6cAYxW/zS5DNIIGgQTnp3jNNFUHnKaHqGcPeAtgixrASn1NS/C1tQOKGtXb8vewEZi/9XE8sdgVwEoqUSamnjIALAK6Gt+z3zL/ipGWZxCLUJhNRlXNW/egh1+furLlsxk8MwBtVovXr/rBbxMbfKJBZgOj99I7645cRlO360RZEVFSRM9AmN5tcO7GPRTxctsARY1mUUd/xaEreKhSfun3hQnZuPNvVIAZ+fFf+PMIsCKQLqJmsTeTQqagWfw+j+tjrZ7VjhIbnE+sLIZYj9JbWu/bqJCZAS1XNDsVyxHBWmX9c3/eNou6V4HLd2MbyvmcPZC07aqceeHvvRoaMgc4JALX8mDhOPM0FJv1MjaVHYhGjjutHh1YXX43IfAdaE5OytctMviVOpk2op7RVTbtfrwon6XmHpgXlOVavL1XfmdgJJHe4Lzy76tmrX4vxNIbGffjIeMO9DGr+294oywJdSPGhlwBDiK3MO3x+fr8JTssDnvX57H8z7APnJe3nFYPngSWJBBYGa9KloNIDkcv30V5H7ebbbGoajyF70I/lQZw9c59Czg4v2CBZ505m82Gl156CaVLyyPNRERERESUejL7ObtJZ715b18mE1NzXq8ihqsJwfmkO/Dfbiyw1sREH/Vcftp8Gr0esTvDI+LLuihB8qb5V93P0960Vdf9lLW0AwlglzWex5NYq3nbpqVz8ASCRwSGlLy9D2J6+xV7Dky2PoEQowFwa+oXUOa8vyxkEZxXlAFQikLgpUN22sqgllG7VFJycG+QKd53OWs3YX1OX0fTRBfU1f95/HTRPkwO1b9cMXCllOveCeT0CBN6X6tgambyDMwLYXE3PTJGEzObIinyGm7jv7C+QX/1h8L7JOpxNYyuDNlAXDh1GP+GaWcPB4PWfupvIEXMFhLB+afMayFi6Y0OuHohiIa7gZTlSkuUW0JVX16j9vnlO3EomYQSXO5NP5NTAcMNj+OblsQGncX+8nPoqIAHuRyOX3ugCs4H2nvn1PX7KOr20vQMCpUxnJOOE/7Uv/Szx0yHSNxHoGqk4N83d/bdP6NlqPqz6S1hIRBB+QgYjUYMHjwYn33m2fWbiIiIiIhSX2Y6Z9db1sZb2CQ5g/Oidq+3muuBkurj+4mS2WxWHLoUrcrcHmqeg0dN25Dc9AawcyMaPUwrNW8LCTC4ECijIige6pZp+kZC0FmsQ8FbO4ISnNcK1t2+cRlzQ0dq3r+Y22yC9OAD8w+6B2n0fhZEbwh/Jod+iUCImvNKLc5NVdWq9yWx739S7Qp7Ea2NiSsfkxRhBv+Z82nd07d8B+anhnyOHqYViVr2K6b5miVVNCq2eMxK0EsESQOasZNGuLdYde+jEmZIXIZ/dj/lWJKDGBiaGDIVpQyu5tHuJod8geyJGFRN7HElTFEOzlujW73c2iA49zvR/8aX5WFvS5nigRIzBLeGDQj4cbe8lNBJCRNDpyXLcpMwfq12/PhxWCzpZySPiIiIiCizySzn7I10BPIEvYG4YOti0s4STwx/WWciGNz+i/U4pSiz3tOcuABUcgUalNPq3QWa+ZcUWvXAC+MqwrZP8xnUD4RWrO6hG3MQTMk5uKSHKMfwu7W5rixSPftIT9OKRGdLe9POuBn7zxfyuH58iL7AS2plMYtG1l+GTkZqS+19LDmIhpmBluZxH8hz5y+YHqHIetZTvuTfkHeQ3riXtXFXyHAjUcvdG/4iUsPjpg1o6KOMV0fTZuknMdqatgf8mDC7Kzhf56r+8lB6P9eiJ05H0yYkF2+NajObgIPzIttGyW634+LFi1i0aBF693Zr/EJERERERCkus5+zj9YZYHnfrF0D2m4XZUyQbCoYzgalbvRz5n+lH1+aGvfhVHgPpIZgzBBIyeC8FpHVWejisiDNORc83/eH7/6JjOZd80+6AvB6BjmCHZgXvgr9AiV2N/C4vorxlK7HdzZtQGaW0qV1kk/yzoDwN/iUE3fQz7RI17LaGHdKJcDSg7rGQ/jZ2lrqVVDDEPwSJKIme2oqYFCXm0pN127dFiOgkqSeVzQz7tW8/r0QdTma1FbTeBTI7MH5Xbt2eUyPzZs3LyZMmIC+fdV1yIiIiIiIKOXxnF2fggbtqdrujUnTszJG79Pvk1unIAQwzancElVk0lY0nAna8jJKSNMfUUfboZaXQEp9w8EUb26qlBe38AABFKlX+DQk+WqXpwfudcPTqxkh41M1OP9rmKLGvB99zf8gvRDZ5RMsT2F92GspUmYpMzPbk1bKJhgzwlJaHoPeNqsZODi/atWq5FkTIiIiIiIKCp6z61PCeDm1VyFDeztEf9NZb4JVnz+xAm3qlhnLgWi5qwjO1zce0rzPjNDx6B+fPME7PbaFD8Ade0SqPX961t2cMf7GtDElb/3+1D5+pabyhrOpvQqZQggHKjKEgCfntWrVCrdu3fK4Pjo6WrqNiIiIiIhSF8/Z07bnzUuSvZxCRpEeGyD6ck8RtM7IROasP1kQgzC3JrwpLdLwIODHfGSenSzrQhlPajUOTgtmhk5ItmVbRek5StX+F5TKwfnVq1cjLs6zYH9MTAzWrVsXrPUiIiIiIqJE4jl72lfDeCK1VyFduHUvY5TPcCiYyOaHenU3rUDtdFKP12Sw49vQ5C0rkhz89XkgcsjMmfPJfeygwJsKUwYoa7N3r6sxwIEDB3Dp0iXn71arFf/88w8KFy4c/DUkIiIiIiJdeM5OGY2Jwa1kaYZMRMmvlOFiaq8CZXDJXZqJ0lhwvkaNGjAYDNKP1lTYiIgITJ48GcltypQpGDdunPRFo3r16tJz1qtXL9mfl4iIiIgorUsr5+x68Lye9EjNhqGUvKLtWZDdcD+1V4Mo2UwN/Ty1V4GIMlJw/uTJk7Db7ShVqhS2bt2KvHnzOm8LDQ1Fvnz5YDKZkJx++eUXDB48GNOmTUP9+vUxadIktG3bFocPH5aen4iIiIgoM0sL5+x68Lye9AqBNbVXgZIJA/NERESAwS7O3tMJceJet25dfPnll9LvNpsNRYsWxSuvvIIhQ4b4fbxogBUVFYXbQyKRPYwNJIiIiIgobYmOtSNqzB3cvn0b2bNnR0aVlPN6ntMTERERUUY5r9eVOf/XX3/h0UcfRUhIiHTZl8ceewzJQTS02rFjB4YOHeq8zmg0ok2bNti0aZPmY2JjY6Uf5Yk8EREREVFGlBbO2ZPjvJ7n9ERERESUUekKznfu3FmqBSmmmIrL3ojalqLRVHK4du2atOz8+fOrrhe/Hzp0SPMxo0ePxvDhw5NlfYiIiIiI0pK0cM6eHOf1PKcnIiIioozKqOdOYpqpo/ajuOztJzVP8rWIbBwxdcDxc/bs2dReJSIiIiKiZJFez9n94Tk9ERERESGzN4RNbXny5JGaV12+fFl1vfi9QIECmo8JCwuTfoiIiIiIKH2e1/OcnoiIiIgydXD+iy++0L3AQYMGITmEhoaidu3aWLFihXOarsj8Eb8PHDgwWZ6TiIiIiCi9SAvn7HrwvJ6IiIiIKIDg/GeffabnblL9yuQ80R88eDB69+6NOnXqoF69epg0aRLu3buHPn36JNtzEhERERGlB2nlnF0PntcTEREREekMzp88eRJpwdNPP42rV6/igw8+kJpd1ahRA//8849HMykiIiIioswmrZyz68HzekouO21l8MAehsam/1J7VYiIiIj8MtjtdjsSyfFQkX2THkRHRyMqKgq3h0Qie1j6WGciIiIiyjyiY+2IGnNHanyaPXv2oCwzvZ2z+8NzevKlRMzPmBIyCe1NW1N7VYhSzTRLB/Q3/53aq0FElKlF6zyvNyZm4TNnzkSVKlUQHh4u/YjLM2bMSMr6EhERERFREPGcnTIre+K+5nqYZWmLzGSttWpqrwIFSSxCU3sVKAN/ZrfayqfK8xJlVAGftYipp6+++io6duyI3377TfoRl19//XXpNiIiIiIiSl08ZydKumhkQWbybPxQpFWx9pDUXgVKBWus1VS//2RpretxFntwBuhS0o86X5vSPYQjNZQ2XEiV501vfrc2Q1pjtbtmHC6wNkZ6d9UehYwg4CPW1KlTMX36dIwePRqPPfaY9CMuf/PNN/jqq6+SZy2JiIiIiEg3nrNnfDsrvp3sz7HeWjkoyxkb3xXpkRGJrgBLQRanr10epbA9tlLJuvzVtuqq57qPMF2Ps8CE9CYx65xax6hI3A/KcrrHvYeMLC0OKsYrjqU2pP/SgLFIe9s4RYLz8fHxqFOnjsf1tWvXhsViCdZ6ERERERFRIvGcPeM7Wrx7si6/SswMzLEGnsmpZbWtBlJWcAJWRtiQVtzJXz+g+8cYsyIjSeng/OtxL+GQrShSwyV7ziQvY7OtYrItW+mYvbDubPZAXLNnx2FbEfxkbZOoT7UyAJle2BJRjsv9GHXPrm/wIqlCDdagLMdiN2GfrURAj7lrd80WOG/PjbTM6uc9/dsa2HE92MdSWzqcYZIeBkASI+B3olevXlImjjuRhdOzZ89grRcRERERESUSz9kzPrsxeYNPd32UdGkbOyagZdnTaXZeWlrrrDnzBXT/s1l916IeEd8LA+IGSQHQYHo27h0kh8QEWx+O/COg+1eLme68vN5WFe/F90VK22krg4/jeyV5OZts2rNesoYFN5CVF7c8sm+P2Qolebmvxw9A27hPEeeWFbvPVlLX4zNL5rzJLTh/MYWC1dMt7YIWvO4UNxIfxPfW/ZjrdldTzXi7OVVmdOh1xu79uL3RWgkD4wcF5XmO2womaj9LzIBQ0EUm7XjhbwAkvUhSQ9h+/fpJP1WrVpWmzRqNRgwePNj5Q0REREREqYPn7JRU3jJVD9uLBbSc0/b8SElmoyHDlbURn9tA2A3et8EjsWPwrfVRLLY18Aisjo1/OlHrd8GeC+1iR2GtogxJMCUmADP6ycDWJRpZMbHQRDwf9wauIgeO2D0z5+dZmyI5fRLfM1n3umzhwW0Uu8JWy2PwzQB7kjO45f3SfR82YKGtYaoG53vFDUFyScw+7h6c/8XaAsmtUsy32G0rE5RlieCw+LEG8H6J9/ZPayPp8hRrJ837pNQghT+3kA0tYyegUcwXeDHuddVtv1mbB2UI+OP4Z6TPnNIde0SSy9qkWC335m/pulvn2BEpFpxvEzsWKS3gV7F//37UqlULefPmxfHjx6WfPHnySNeJ23bt2iX97N69O3nWmIiIkoVN0RyGiIjSN56zUzBoZbzvMQVeh/4+wlE7Ziqqx3yDlBC8Mxp7wM0rp1k6IFkYAgw2GrS/6veOeweHFIMr7pmTy2y1dT/FLburdE60PSsO2AMrT6F0xpbX5+0Bl18whiB7eOBZ4sez1cSKhG2gFbi6pyip4XC1fHBnI4nPS3Ix2G2qc//WsePwcOyniQ4K/mht4/EpEeHWbnHDsNtH9vIqa3VpEMQbrYxecTyy6wxhJVdwfp2tGo7aCqehzHl1eZmZVs+M9u22cj6XEWhZIrF/hiIeweAIrLoHl30RwWUxs6JF7AT8pjEYIerYX7Tn8nyc3YSY0OCWdRLL9KVk3uw4aS+IC8iTbFnqx0r39th+vgLWMXbXAJ3v7Z5Cg9OWOF13O2vX/hsx1tLN47rZlocDWoUVlUenelmsgPeOVatW6fpZuXJl8qwxEQXknD1Paq8CpRMZoSEMERHJeM6u3xOxH8FW9hG/92sfO8qZreehwySkdaPju+NMeIUkL2djk+8T9bjriMJtZEvSc9vL+X+fBB9J4wEJJGAk9I4fgjGWHl4zy72q1Bl48ygeNPKRQWjUH7gTJWtOR9bSvG2NW2a7zS0gGMgrbhg7WbGcwEILkyxPqH4fb3ka93wEpS0BLF9kquKtYzCbjEmadaF1buwe9BJBwDMNhgf2JG0+8nnzGls1rAhpgZHxPRPdMDN/di+Z6zV7qt7r4/bCuORr3yxU03nRUkIdCF1uqyVlPLu/92LGyT57KXSOG+l1sWLmhgh0exOnUa4kkH1zqqUjkss9P01p7ydy1oBy3/rSop0R7mt2jyhRpfU5dN+PbW4DfXo+W7vcMuXDDPGJGsTzXDdjwP09xHYSjztlL6gZ+xAlnbSO3WLwIyYkZ4oOqJjNZq/HDjHYVK9ELp+DVFq6xb2PHyyuXgyTe9REvkj1Pqd8rs8tj6tuU5aKKpLd+/qnWGSgsPbfKve/mw8UnzvlgNMqW018a1GfG0QryvLpmQFwLF9bLCg1IlVL5WSM4jxEKSixUz2J0rr0Wg+WiIgoKY7bC8GYt6zP+zSImYz/7CXwdvyL2ne4tC9RAckke0R/xuvX1o74vJTvzPX+ca9J/7+V8Do1zw2CFfnWEbjxeOrOnn0UlO6EyuVzqhZ21SRO7bI2ky2d0TV2GLLWeFLz9rXWqkCnKUC2fLAVqBZwJry71+IGSIHPNbm64J34F9A8dmJA5W+8nQ+KwSl3ymBJoEked93KLmyyVfK5vQMJ/j/WqhkQkQM5swSeOW9SBee1Ap3uATb1rIYLRh21nxvLnzNvRHb4tYcnY4a1vRRo/DXH8wjU5qFesqFzldJ17m8VM2ordAAeUgSsKjymus95L0lgvt7HujFf4enYYVJg3n2fUTb6jHWrNe9vfd39YW2M5GJKpq9MVsXskBXWWvjG0h47bNp/mxzB+9GWHjgQIc/0+MH6kOZ93beb8YPrAa+b8h0VH5Ee7bWfS4uvY4NjYCCQY228e0A8WwHXeibMBNdanvS4IP/98lgXN5ERrmOk+xq91bY88keFSzN1xCwUb2bAFVyfa2mBzbZKuBvmyiIXM4Syhhq9bnP39185GNO4RDa/f78clltdA3VJ9Ycy0aFIXeDdCx73aRgzWdVTQMzYEAMZL8QN9pjBdDW8uOp35QybX6XyQb6Fmo24Feraj6x+ZkQEpNWw5AnOx8TEYNy4cWjXrh3q1KkjTY1V/hBldBfSSP2y5Mr4ocyLmfNERBlHZjlnj/XSDM7dFXsOr7dJ05ereU6LdhBfBC9BPv+LRSgeFKyHYARfpKCsTq/HvYS9Wo0QSzTx+bhAnkP4x1YPZWO+1ywV4BDM2MZ8axM8GfdhQI8ZZhjo9bbIdh9h30cPo2D24JQFqVwwaZn+wn17OLbaKyIqQjtQvBz1gLBs/oN+XoLzZ93KwTjO5+7HG/CLtSVO2wtIJUS0fNSxkkeZEG8B0Jt2rW3huu/tAAZZ3DNla8ZMk2q8+/reItdn1uf1h+SsSm9lbXw1elVmzmttC82MSsWH4suwF1QBLU0GA4Yb+mveJEoOLXu9GZ6s7ap3/3d278cn70/hue7e3iOt7V4pdhbw9I9SeSBvy7QklH5wH7AwGLy/j+J93mKvqHq8w8vxrzovuzeCFQKrcx74gepItnrOAUpfKhdKnlrcyv1NvCejLD3RJW64ZokOMdOkXMx30gyF8q8vwstZJ0glhoRpbrMGPEpCGQzoEus67lYv4v3vo4NR8d6LAaxqjR7BS3Gu98sXX1nI1kQE5y3u+8bArR7HP619Wvytzxqmv1yJ+7FVy86EDO44RTBXOaDSsaZn3wqHwjmzSAMdyvXWEmdwlaEZYnlB+v9Sheekc4LP4rvIN9jVr1f5mXQMWDgo6/sb4mNUt+0o56qLL7bhBEtXlIr5EXd7LVV9PpNqobUhOoka8kPOysfPUM9j0/QXmnsMAIqBjGW2Oh7vr8F9dojiNesZ1Aszm1QzSgKZqeVT7jJA/f/pumvAz/j8889j7NixKF68ODp06IBOnTqpfogyuvQWwGRwnvRLX/s2ERF5l1nO2V+Jf0WqZe5L45jP0SZ2HHZGuQIct9p/7by8/O2HgQJVgDeO4PHY4R7lQcQXQaX4jlO9BjuFRdZ6Qc/sXGBrisfiPlFdJ8VK/ETKRSAsENWL5lDVWk3Os8hTtvwYHD8Ax+xF9D/IYMRBlPR1B0RKAdngrHmjUoEn5dQtoS6bkKdGO/zWvyGgqPXt7VxdGQDzvKP2V/c/bNr7UYiipMtlu2cph0Gty+K5xiURHmLy/l3nYbksyfHqb6JJuXzOq3+2tMTQeDmb+7vCHyIuXzUMsfRDIJTBuJvI7vN7ixiE+8dWN6DlS8/hpTGw2B4LrQ1w0ubZqNhis/v83uceiFZmdkqPt1ikgJZDdGsvs1sU+8M2RYmGe4hA2fyRqgx+q01/yQ9fXgv5QLUfOYJWWsFTMRApHV9MikBoUe33wO6lSWmL8t6Dm5UKyu/5LEtbv5nzb+X7BuPjn8J4y1O+Xp7bOrm2n8hAFxnH/hR7chSqlvQ98+GvgY1hLO67Ka23/fi5uLd1P+6Moom2t+CiYwDDFBqBuPw1nN/lxli644DNlUmstTY77OWdl2sU81/qpVBUqMdxaomtvt/Hyc/vPex43Z5df1mbbPmBrHmRu5vb3/zwKI9tpTW4kzMyC0JMOjKie/+NmIaD0T5ulHQO4M5x7BPejO+PGZZH0S7OVbP8sK2oZua8Fse29BVAjlcE5x3vsTUkq3RO8Lm1i+a7rDxOuR/HlD1HYFEH52sX99wX6pXKg2ylG8jHhCD1qiuSJwr5KjYGwrP7bIL+Vvz/pGP1gfbzfS7Pffspf9cTnH+0SgFVibfk6g/gS8BV7v/++28sXrwYjRsn3zQhorQtfQUw09faUmpKbwNPRETkXWY5Zy9jOI9/4Ttodx5ygOjXIu+h/+VOuIKcOFW3PRAZCZjDUShXpHzHyPyqL/SitMs8azPVsmY8WwfZCuRDn/h3MAWT0N7kythzeLhiPnxyZTjeu/WhK3Pq+jGNzMhg8L4U0Ywx0JJ1f77cGCWGLHL+XipvNuC278e8GjcAn4d+5az3W8RwzXnbcVtBvG/RzlIOpMawk0GEr4J4vmIKBaw+mtF5Caj74p7B9/xTCYNhZ7QD/XZFxqMyIOu5YO3b3AOrjgCfyB5fdfgKrtyJRX4xk+C++nHNy8mfi1LZbcANxfoo179kc+D9qyhtDsXYO5eBCfLVn1u64DLkWsBPPjsIoWGD8f21e2g5fjX00sqU9ZY9K4JJ/moAiwBZP/MSr7cfj6yL0ne2JTyPDa/ED5Je7alwdTPXM9ddG0pP/e4ryIHSebLKpW3sVpwKKw/cUdwhSjtz9p4hqzOedtBWHHWNR7yuu8Ua2GCTCHJrzXMY/Fx34Po/nvdX1Gd2+Pf1hGNfjuKAKUwqu2TMJ2e8u3P/TGaFHPCb9VxdwEs5flvCfq98bOGcWZ37aZzddSwOK1QJX57RP4sl2h6Bu4r+BeKZ3rM8j25m3/tneIm6eLlbUWDCO17vU01kmed7X9oeWK7dO8DXzAGHPnFvYWro5wiH6/gjtoQoQ5UND3ANcsC5bL5sqs+nXveTUHJKS45s2UQhb4/ZJXoon3+3rTRqGI97DMyF+IuFlmoJPPuHlCFe0mBAZNhS3Im1eH2uKZZOeCTLYazL+jDOX7mGN0J+h1H0hln5sf8VLtkUcQUbIHrVv1KJsPdD58Bodz1Xm6ZNgM0zpcvXkB0jLZ4BfCcpG9uxP7hvN4PzsK71d03UUQ+BBdfCPHtCmI1uG6zuC8AyV/kU5fFSeRxbYHwYI2KexJOmtfIVllj1ctwy8L3RutdmW0U0MB7U9fiPOteAoZQ68cGdyWiUzt/EsXp+fjHjcyP0/nlU7nP/a14G2ACfcmYVg5HqXgKiRNykhHObgImSYIf+Bhp6n+nnLuDhgMKFCyNSnMgSZVLMQ6eMijXniYgyjsxyzh5m8Pxy7rDYWg9D4uUp4ILdYJQC804V2gNl1HWZz9tz44E9VGpCNt/aVPWlNsRkQJtK+aVs3P81K4X1UY9pfjMUQYbTuRTlZrzUEdcTwPFLI5v6XvE2sLYZgX5xb/n9nr3E3hDIktujFrXD2494NpA1KIJLoob+IlsD5229496RMzbbjga6/4K2cZ9KNbO/6O5Zq9aoeP0944Zqrl8/90Z5BqPv6eYh4QEFGPzWcS8R+OCW1+T3BgPkxq9uQhSBLuU20bOuE+OfhNGonW9XICocW99rI5X5cQTihdfalMXfrzRxZkiGhIR6Px8UgxfmUI+GtA0SZhQ0KZPHWSaiZJ6s+KaXXPtaD63sYl8zfj1Kc7i5Y/cMMCvlLFQaMMt17nc5y054vlnKNdAKaorjiFKhntOQSwR2hpwGBh/ERz1aoXx+17FXnsnh6VLhh6WyTu/H98FYy9P41dIcPeLe1byvVZHN789texb8VusHzduqFolS7aC+llrO8Rqy5QVe2wcM3AaTl6xj9+2U3XDfWQYnrox2E2fHR1S5v33UyVWGKy4hj1SUXnpKUeKnVjHt2UBzLC0xLedbqBAzC3Vip6mytcVzKEt5+BRZAHhlp+/7iBIcTVzlP9ztN7iy0h1WlnzD+ZocTSz7mdSBYqPBJpWh+s/umh2UJ1sYnmmgrqeth7Iprd8s4MK+P7cxD49FaKgicz7A4LwyULzF5vqbIvZ/hz6NFNncWhyfOz+zxRz70w1kR6GhO7EksgsmW59ApZhvgQrtdA+LK2cxHWwlB+IdWldQzrgxoEd99brXVGafG3zPYDL5eD0jLM9imKWv5hp7DJCIIHDff72UdXGZEPI/RCuH7iwPvD6/43jsPuDsyGpPCoNyRo4XRsVziO30QtOSXt/+lm6zdJTHpFBFU15flMcisc/+YfNdNtCnp74DBmwBaj+n+yEBb9EJEybgnXfewenTpwN9KFGGkN4CmCxrQ3oxc56IKOPILOfsj9Qqgx+fV06tN0jZ26Jx2YD41zDX2tJ1i44/cyvefxxDi89By9iJCAsNlQKZrse7FjC0XUWMfryy+sEiu1Qo1UL6Yl8j5ms0jf0MiCwY9HM0Z31bjRdlyZIPaDRIyrx0P29V3n2ZtRZet70KPL9M/gL5jOe0ca0v5Y5liODSJMuTyJEtC+6/tAujy/yM4/bC8vT+hgOA8o84a0oXzRnh8/VvsGnXxl9uq+3WRNegHWiq2BEo3VrOVvPLoCs4L227io8hrsv3CISqNE1oNnVAr+t3QPl2QG7XfhVmVs6m8JU57xlcfPz5IcieRR1cdyeCw8Z8roDYa23KoUphRc3szl8BecoDT/+Eorki1OeDygCKYlt93KkyRj1eFV/2UA+6PFy5AErk1g6SfxzfU9UjYrktofeF4vNx2aT9WdHzSZlhbQd72bZA52mat+eq1Ap4+7jUkNRXuSflTAb3QN6MKj+g5ZMDVNcVLp8Q2AyLBLIXQqVC2bHUkXUulhCq3h63jXKAbuxTtfBzoffwo/UhKXP9bcv/sNFWBSM7V/FZasebM4bCqB/zJarHzkCfTp41yr29Jl0i8wMhEZp17AX348xhm6tU1b3O33l5jCNz3iVXiWrSwKg4ht+GXINalF6qViQKT9YugsEPlcOUnto9U0QZmHVZ2yAGYRolTQyeTSh9yV3aYybCVlt5/Jv7WV0PnxvmWX5nV8GnpUaeoiTa15b22rX6NZZltdtVJaq8cX/sVKs8eLzEWlfzmFk4RwRax47DrpojgapdvWf4Vn0K4Y3UNbN9zvDxs38oZ8f8mtDb5MOOlZAvq58Aqs6G2I7nEqso9ldLQkko0UxUklVfqTJl0Px2oSaqwLf73133seCKBbK7jteKgY+D9uJSNrZT1jy+S5kl2GyqLS3vQQHXLEFxnFERgexi9b2UdfEsZeUU5r95utYqBrIHKMt2uRZgCiw4bzTgvfaVcHK0/NlRWvtWS9TwGLRT/p3Xt7bK91FkzieJyQyIv7sBNOkJuKyNaCglGkyVKlUKWbJkQUiI+sB340Yi5twQpSMMzvsmRsPrGw+l6HNS5ty3iYgos5+zG1C+w2sor2wkFhKBZncmaQ44P123KOZuO4t6JTyniDvkzhaGz/q0xjvRMSgYJQeUJy0/Kv3vEY9Q1oEW3+oG7QTObAYqPw7j0d24hUjcsovsU7mkjV6jK8zH0PD5wO4fvd7H2UhRI2BhN5jkL7LtKsL+r58sQ3tCIKrj59p3cPtiKQILld22rcjszJK/FK6HiVoe51S3fdWzFs7cuI8aRT2DoXobAC6yNsBr5oSBA4OX8HXzIXLfgED5CBAYXlghPV9o1U5AqePAlQPAmrHAqXU+F+k3obDbz/KGH5HTIzjvMwwtmspdPQSc2eS8qmSebPgwpDmei/G+r0jqvQjERgNl5IaRKgWrOxsqhi5ejVhvwXlF5nz2MCN61Ncu1/Jjv/qAxu6UPWtWINa17MOi7vGg3VJ5kK8OR+Ov3ReQpflvWP3tIPwZ1R2f3R6serzJ4FliSOyPxXOGYsGN4lKtdkPPXz2fWGR9X9gFVOgovTmB9GEQgxBYmvBLvkro92TCbJn9DwNHFcE6LW2GA1cPA8XVsy/GFRiHkQkzG35/qREu3HqAft9tx4GLcs0QrSxpf5nzN+zZ0DvbV7j84B5S59zftZzlYQ/h4+hHFTcZpcHEUINV9QjHS1KtQ1g2tI4dLwWTlc1iRZB1/FOuPh+3s5VG1N3j0uvOZbibsBzg7bYV0OmYZ/0Kx9Z7Lf5ldDZtVPUj2RDuv8mlCOx2jfsQT+QrDF/DHsLw+F44mKs20HE28FtC1uwz82E/LgfjRUk0hziPhuZ2L4NFgb9PJ7LVQr3oKdIg7YKckwG3BOnFg5ri4KXqqFEyl3ycF/0lWr0vlzn5VCNTX1l+K8Cu4FIWd8JDTtkLaN9Ja7ZTjmLArTMex59A9ul4i9tyH5sMLOgPNHoFmNvD63I8XqIIfLf5KGGGmZ/XLx4sZtLE3ZNnniiIbOwWpQuic8Gb0kB+hUunEtbbu3vGSODdCzh7PRaYtN45EDr6CRsquwfpNbaD8nzIlDDQIxp85xSfnbafAHt/BTZ96Xyk82X4fJFa+6r2IwbEvYZt4epBTT3vp1HxJvgaxCiWOwssJ9S3q84BdQ7sqB+fDmrOd+/eHefPn8eoUaOQP39+r6OnRBlVestDT+lPqL8pp5R2pbd9m4iIMvk5+9CzcjayipfMajHVvFhObHm3NXKLEhQ+iG3lCMyrl2zwXo88JAKIKgJUfdLzi6SqjITrci8xFd6tekK72FGoHpoX6PQl0PJdYNsMTLpcHdinvp+rtItG2Y2EL70vNCuFucs03vcyDwHHlmG2tS2yhPv7gmzwCCy4zRfw+aW5XVXvzRXda86LzOpKxtPoYpKDD1ftUZ7nJwaj9A57iPDf0NCpVAvgxCq5lvaDW/pKPWTNA5RsBqz/zO/ipRIc6jEKNbG9FNusdQVXo1WV3guB7bOAR8bI+5donPfsX8Dl/cB014yQS8b8qBYzHXvDXSWcPIjSNGJ/0kHV6E+UtXGut0lXLf4iObMA3ecCc7qprh/QsixMy02ANd51ZS65fEe7qlmd+0rjYf+imdg+U6cDVw96NBl1+NzyuNQMt0JIdpyxK4u8awT4xI+GeS81Amapr1Pubx2rF3IF51sNU5c+8afJa67Lrd5H7IpP8XjccBQKK6G6W6EcEVKg3hGc1yIy533Vcw4okOTl89o+9hOMCJmN2sajQLWn9S9Pylp37cMTs7yK07ejVdtTaxAgW0I5JHd1yxXF2iNXfT5f1PPz8fOE1zDT2g4rwt6SrnuzbQWYFYOAwzpUApY71kF+/vkDGgPfevYj0fTsn8D3cr+I+ACyaMVxdUrLMoBodlm0vlw2rExr2I97Jq+dNBSVjnvDQn7ymlQnDcy4vWfVY77xux7iuHwxoYxb9WK5gcMJN1SVs/qjsoQ4y1PJT26QjzPiR6m8Y6DFrmom7ZXIwt/3a8JxVq7xXyRXNsR3nIVli37B3Ast8UnIt56v1/2YUqgm0HcpMDKfZoD161618fx32zFcDKBpBGUdS3ZkzjvlLAH0Tei78PI2YIp2zxrNv2uOUkanXQOkQuMyudGuagFAfhtdM2nEjwZz9SeBaoWcg3F3YyzoHH8U2Kx5d3zcubJUss2OeFVZm+71/JQCSqDcqxxJBk1jJ2HeM6VRXgzOih9ncB4eTZmVm8IZ1Bd/H8/JPTwcCucMd/YlcNhorSQNiIoSRk8k/G2XF+r/mGVSZET4m61hiMiV5IiYcjslKXO+SODNyxMVnN+4cSM2bdqE6tVdI5dEmUl6yy5O6cx5BnjTs/S1bxMRkXc8Z9cmNcZMJI/v6spgQtM3vH+x91LPt1rLrsDO91XBxgP2EqgqFiseH1UYaPMhRIhv/dSN2H76puqLY+3i4svoJY0VdX2pzCder3sybY9fsG7nfpxfdQMzn67h8fAutYpg3s5zeK5RCcBwxu92eKJWYel/ZZ1tPRyZ8ydHt8PS/y6jv0j+tsIZnD+rCPgpnl19ttL1eznYK7aVkgime9NlBrBtJlCjBzAtwJqyXuq7K3WqUQj4U/8iq3jJfJQGA8SPe5BdBJfcEk6jkRX37GHIaojFVpt20049SuTOisPX7NrBeWWmo79Guc6AnktIiFnXFH9nCY//rQVGuoKn16VZKLJJuT/EpPPlA67H7s5Rd99nAu/AHcDF3erXpLengUOzt1BpcXmp7nnhRAyUlsyTBcbr3re5FADXWqcWQ4HVo9XXZXEFsRzlX/o3L41pa4AuccMxpGVh9H84sL8bv1hboJjhCjbYKqNR6dzSQIM6+O56zaOfqIol+y+hS63CeHXubo9ZTmK2TZsJa3ApWm4qqylnCbxrUQ9Gmc3q2WGl86oHbgtGhaNWsQAH8RJYA0g+W/t2axTNlVDKSASXE95vb7tMkXZvAct+8jqbKJtbz4Jn8s7H7bM+to0WZSD0ien6H1ejJ1D5CY/P/LMNXZn1L8QNxvTQia7HdJwElGsLlH0ImFABiL8PY8kmMJZuinaDmmKAouH40YTyR9K2cT+miOc1h3kN5jYqkwf7h7d1BW2bvQWsHYfhFnXpoTCzjyBr3nJA3oqqQUAHn7Fg8Tc9V2nEZiuCGQ3qoHXFfG4JEL4/4+0Vg9biePeKGOzY4ip/NSS+H7bZyjv/vrZS1bh3rJ+X5wjPAcTcQkzJ1sDpn6WrHqtRBPgvYc0SHidKacXlUJdvcnpqNm798Tb63x2oaj4rBpKfODwcP1bdg8LthwCfVVI9rFiurB7BeUcflXfjn8dqa3V8ETol4YZAy9rAZ4zLWLED/jS3RSeLPJrauGlrYPPcgEoZ2RT7mJ5yvxftuVDQcCNoMZWAU1wrVKiABw+8Nw0gyujSW3Be1MhLSaxbnn5xYIWIKOPItOfsyThDwOPLsDKYoAh4CVWVNb0rPw48/jVi/7fZs47zEFfwO9YeqqrFrOSeNZY9axaUySfqmXve11jRVZO1evcRiDeEYZalreIOJjStUx2r32qpGawSwbPf+jfEe+21g7zNFM1FRYmgPo3l7OfejUrg9Tbl8MfL+pqoOpvNGQx4pEoBZ++ArrHDpHr4vxT9wPPcW8qcV7xmUb89YbaCSqsP5BkCoimbOxG4b/EOkKOoK8NNBKGbDNax0v4DCqogjZ4grvI+2d0GGfw/mXNr1I2digYxk3ERueWM8EQY9URVPFwht9+a84k6axTbLpDPp6MRbYKSRYugU+wIPBI7BtsiXK9PZJ0HQ7yjj4P7W5OnjLyPKde9XEKT0xD3mTveORqSBnKEEu/j++0rom3lAh4zB5SmWDprvyPiM+CuVEvnTILn4t6W/i+u6BNgEa/J1/sksmwFRX8H8drGWLpjna0a3ni4PIY/VhlLXm0q3SaWpFw3ke37fd96zuC9+3drcX2zcj4G19z8HdlV7plQSw7KznupIT7uXEXVBNlbYZj21bzP7EEis2idgXnBT/NdcZ3j+CmImvRK1YvmwCdSDwLXcib11jegqHq9ykCons9g3X5AvspA+wmu+yuOU8pj3DJbHUyMGOR6rJjNJj4v4VFA//VA6w+AR9QDRKLvw6qHl0gld5z7n/LvaccvgAYvyZcL1nANFPj6uyhK8rx7UerboDTy8SoolSerqiySSkvtZuQ+M7XFsWngNoT1+VNqEh/ozETN+yuum2ttJfVvcQwqOSjPDTwawjq8vBXo+gMqdHT9PatSJIBBKaHy4xhXaT5228tIv370mDw74Ztn6+DnIT1RuMdkzwFxdwnHyFkW+X/RC2KJrX5AmfMGRXDeX21+g8mM9kPnIv6FdUCXmWj6SFeg3wqgzxJ5wEKHK2GlsNJaQ2rO7etILTW97zITj8WKAmUa3PqMJFvm/JgxY/DGG2/gk08+QdWqVT3qV2bP7r+hAFF6lt4CmKIZ2pIw7T86ySG9DV4QERFlRDxnDz6P74Y+voA917iE1MivSZk88gOrdwMs6prLEhHAcDuH0ornun8xNTsCl4o773tyLax3r6OGaHyZIHeRcsD75zH8PT/1sZUvy2xEXWddfvXzrnqzBUrmyYohj1bA4n0XMeO5Os4ghnjcq4oGuv64l7VpUjYPxjxRFUPmA1vjK6JViMicv6J+kMGAeOVXWG/BcpEp98zv8uXffKxE56lyqRoR2MtbHrhxHDjgI+1dGeRqNx4PshRAxO/PIGkUb3jhWkCHz+SSO7oYYEvYB0RdbPEjBky0MsL1ziz5oF05YIpW5rxZu9GtXuZwufxQ/P2AH1ogezim96qNeqPkMkQNFbtOt7rF0LhMHpQvEODMDYPiMxhzGzvt8r6r/Pg5tq2HCu3lEkP51MFUPQJprijeR/Gz//xtWHwE5196ZQhW/XBE/wqIOvwAdiRkMSvjfH4DjT3nAQf+kMuj7Pas7x4RapIG6hxyZAlBvAiyuW1K8XkvlTcrSodEAm7Jpw9XKoBft59Dnmy+S5AJ83K9gA596jl/FzOK5FlFojRKLeDCTiywNtF8XV92rwkM9/sUuJJQHqZ2icR9rgStXcnRPHlEmd9w5MBO7AmtCcRYpOtCTAb8qTHQqfebtur16hhUVBFB+QB43TNFPxO3WWWCKHNyN2sJzH2xvLRvtxKlvXJ2AtaOlWu61+7turMoQXPzFJBPx4wgjb/JpfNmw8o3XbMgPFTqBLxxGLi4B/i9r1xSTs/nwFfmt1SX3kUMPD8zc4vv5VV9CneXjsSyuMrIGxmGIY9UwJ97LuB/zV3Z7cVFZnrCwIHRW3BeDPpXegy4ccL383kbgEg45lco6DpHFH/zHffXKvknKVBVfXB7+icg+hyWfvqfa7NkCxcjXbr3SZMigK+nCbFZpNcXrib/CEXqyP/vd2t2H1UUuH3W4/F1S+ZG303ygKUvJfJllwagihTb4HGKImmvmEmSnMH5Rx6RRz5at26tul5MoxI7sNWqcdJJlIGkt+Cz6Ar+dOww/BL2cYo8X3rbPuTC946IKOPIvOfshpRbcolmcjafRoBOTFUXpSLUj/ddbNAx+1BkS7oTgW/hoK0oKhrPAlW7JNziWmLVMiWBcI3sQGX2c6DcAhSOL+nitbm/Pr2is5VC9rsnkKXqY9jbQd1esXPNwvhpyxkp2HroUrTm+Um5itXw/d6HpGy4Z/12X/VDNOt7ZJTr96w+alC7B2TqvQApTJEwBiDUDSR4F1kIuHMBKKuY1SDU6YuA2IP8EbBZFK/XrSHsk98CcfelJq4BEbW3K3cG8lXA3bkvYODVhMaqOhUQASFFSSox8PXzC/Wx68wtqdZzYnpqlM2XEMx/fjmwfSYGrqkq/RqpKMeSLdxLuEQ8XymRXRk4fxmgWqoUjsLtXOGAlxYJ+SMV5T8C0L1eUWw4dh0dqhXCO/P26StPJT4z9Xz0N3Aj3ptQUVpE0WrAUW5kxeDmMCxfBbjF+EWZEJEBLwKr/ph8HQOeX4Za7/2GG8iOokZ12Q/HuvnU41dgwxco3Hw8xt7IJpX80hPk06LMehazi2asOyENcgqvPdkSP2wqhVHVCqHZuFWeD1asp7d19vlSdDZT9c37Xy9vjUD9LU3UvHfWvRcNvV/b73kMFjXw9QTmPdYpgDuLHhLiZ8hZHR29fRB9Qo4ukxtwuw1EjX2yGt7+fa/3x0bkAN48guvbz+OPqgVROEcEutQu4jHwte+jh51lZnzz/p70bVwSl6NjULGg4rPe/B3g8GLnDJTudYviTkw8GpXWMYtFNL3uPgf4RTFQbTInlGCTg/Oi3NW0Z2oBnybc7i/zHmK31dcQ1i/3x7YYAvz5ssfdxN+SKT1qYeSiA7h4O0a7yfeqT5Cls9zxfGrP2oCiDc318t2Qu+uXiT7nCjg4v2qVxsEiwb59bp2KiDIgBjB94/YhIiJKfZn5nL1CgUgcunQHTcvmwbqj14K23NJSGRkF8QW581e6H+/vu2W/ZqVRNKqKZpO3DztWQrdvNmNHw+9RMd9JV0kJZQRCRwAmSWdp1XsgGNY0moWOYbsRXuVJhIepv8SGh5iw8BW5bMPzs+VmcyftBbDLVgY1yxaTsrdHdKqCeUXGS6Vwgs9ftqTvr8/ii72ajwjRKzuABzfkRsKBUH7xN4cFf1Zv3gpA/qry7AP3IFAVx6BQAESgqt04+XLB6jjXfTlWT1qXqFUT2cTxVrsU0BNBI12BIzd/v9IEU9ccx9tty7vqTj/6Ka6ukbPIzSYDNg5p5b9edSIlNsgUFWZUZ69fPwr8M0T+3b2Jp5Ni73AfBJJKWFVzDtiK7fLfhdtSYFwvUbpm5aEr+HrNcUQnZHxr8xZQVjdHVl7vzH73w70WtfpGsxSYV233XguAv18DHtKRuCZqp5dri6JifEmdDC3r+Rvwz1CgaD1gjSPqqE15qK5RNAe+VBwrsoeH4GXRRFYH960lZsr4f1AQ9mMf0W5bohansTxRaiw1JXWwV6tPSACyRYShX1OtHc0l0q0Hgc9gv8bfLbHdP+ioMeNHNAxXNA0XWegDWpTR359BmgXo/djWuUZhZI8IlWftWOJUswYDzZx/vU05GNdCvyyKvxOv7gVyFtcMzovjjih19d3GU9rBedHku+FAeeBBo6Ta+aafIncSkiECDs43b64eIb5z5w7mzJmDGTNmYMeOHRg4UG4aQJRRpafg8yfxwfkSlVG3D6nxvSMiyjgy7Tm7wYDv+tbD/J3n8XTdomg7aS2u3olVZcMG6q+BjTFz/Um8/UiFpK2an9vzRobjmQba5UxK5c2GLe+2TsiaVAaA7QHVcE2SDombqu0uLiwPUPs5v/cb1qESVhy6AjuMeDxuOE490156f0VNamXZjBTlJzgvNeDVS5RgSExt2rBI4NGxco3miBwolz8bTl5zdf1N8tmcGOQRzViD1b/BrURPhQLZ8WmXqt7LI/iw8o0WWH3kKp5yyygNNAvdcxDFRfSXLZQj8HXTq1CORNbIz6KYlVG2jfyTW5TisUt1vv1mCnfRbgTqyMQW20X8BKJiwezSz637cZi+7qS614b6SXwsJWn7mZ5yF6rgvCgdJfbvYBAZ3c/+IQeuRcZ3gYRyGnqD0T6o7p5frvnt7s2Hy3n9m6Ha5MHInPfRBDq9lf1NFSm9kUQJsZ6/y4O5148n82oYfJ4/bT15wzULIKHfhaanf1Rl3xsV+61yfxbl82zncwMnda5eiSZyeSUx8CwC80oRuYAXVuhcUMKMgGSS6CWvXbsWM2fOxLx581CoUCE88cQTmDLFUZyOiNKCvTZ5urEhoUu2XrfsWXHSXhA1jceSac2IiIgoJWTGc3ZRN/ulFvI50E/96mPCv4fx+kPlEr28akVy4PNuNZO8Xn5LKPip4635eHsyB+eV5Uu8ZucGRu9ZaYk8WbHu7ZZoOnYVSubJlqzNfp38PUcwMlCDof7/nBdHPV5VqlH842a5uXBQNlNSM0iFZ//ULPEgPF3XR4DGT7PNXl6CkcESaBBVr1l96mLh7gt4tU0ij0WiSeYfA4DGiuabIkCvl45M1cR6s215qTZ+w1JeZjIUawAcWw6EaaxDEnfYyoX0va5kPXyIhfsp9ZOk3apaN+DBTWk7KhfTtU5R5MiiXZdfzC75fcc5qTwKavcBdv8EFNfXTDbgsjaJGGBJpo9ZmqVqFJxSyiY0hFYG55Nzu1d5Aji5JqGcjev8SfzoUrGjPKNl2TDpV6PZe7jaGOjnUzQm9tZzwK1HgLIEVUoKKDh/6dIlzJ49WzrBj46ORteuXREbG4s//vgDlSoF3gyFiDIe39VUiYiIKLll7nN2t/rk+SPxda+EpmCpzGuCZ9vRwInVQI3EzHhUBud1lLUJNIZSqCbw0Ajf2W7JHNDY8X4b/VP5/Umop5v4sjbJPDshEXJnC8PIzlWdwfliqREE8lbqQPykM16bwCZRy/L5pJ9Efy5zlQT6LvF68/BOldFn1jYMaq2/KXOwiPI/j1Qp6P0Oj38NbPoSqNlL48bERc0XDmyC1YevoF/Tkrrun6Sa1UGQpL1KHHcaJpThuBfnut7HS8qZJUSqTy5KhUm1fwYf8t9Tw5f6/YH5LwClWnrcZEtEzXnRDDi9ELN9kqph6dz4uFNllHH0ushIHA3qaz4rB+Z9zCDxq+zDcnA+V+kUGY/XepLnGpXEtlM3kWaD8x07dpQyb9q3b49JkyZJTaZMJhOmTZuWvGtIlMbY0+G6JqZJS2IxOE9ERJR6eM6ednnNnG84QP5JjOTOnBcav4rUDj4HReHacvaxL/6iASFpJPCt4ed+9fHbjnN4t13gzRPTLFG+Z/Vo/+9bENkSU0A7DRCB/wMj2iJLqDntpSdnzQO0+Sioi6xaJEr60Utn9Zt0N+ijbDiu+t1gUA9qZvcxeKJH1aeknhHuWcYye0CDKmdv3tefTR2gOsVzYvvpm+hQrWDSqxB89DAexFmRK6v27IRA9WqYSuXYFO9PsmSFO/4uikGkpA7I5qsg14UXA0k27/t38KJyngcGUXe+UqEWaDl+NdZaq6KZaR9QrBHSTHB+yZIlGDRoEF566SWULZvyo7FElLIYZCciIkp/Mu05uwi8nt8BVOuKtOyEvVBwF2gOS9NZ3VqqBxBQC3oAIampeM3eAo6tAGq66uJqKtoAOLsZqPY0UkqjMnmknwxFlO8RZXFSMOs5uYOoyUkVmJekg9eSQu9tamfOm1L4+YP+bGL98yY0UXZjC+DZAh1UCdSM3nXw74HLaFc16cF50ahX/GQkyXJ4C/agdU65dFlovNV5VZawlC0pVzJPViwY0AhHT30Fe/gWGHQ0Q0/qttUdnF+/fr00NbZ27dqoWLEievXqhW7duiXt2YlS0BFbYZQznkdmktgGn0lpDMqgfvqVlt+7g7ZiqGiUp2sTEZF3mfac/Zl5wPFVQPl2SMs6dfsfdh8KRY36rYKzwDxlgbr95KZmPjQolQubT9xA93qpU55G2DS0FS5Hx6Js/nQ8rV/U4B+0U31dnnLAtSNyszmHHr8Ax1cC5R9N8VXMcFIoqCmyJRftvYj+zeV+FZRSUjmlPYX8r3lpLNl/CU8moZmxr54I2cLNqbZZ09J4lqjBL2rxUwoKUj8ad6Ik07fP1YHFak++QRIff19qFssp/QD6yvQkdYaF7uB8gwYNpB8xPfaXX37Bt99+i8GDB8Nms2HZsmUoWrQoIiPT8YkWZXi2wNpGZCiBNoQlSmuikXankRMRpSWZ9pw9IqfcjCyNe7RaIaDae8FdaPsJfu/yU78GuHEvTmocmloKRkVIP6nGrqdeSSIiWs/MB7Z+DdRzNWlFRI50sT+Sy+RuNfFhh0rIlz08xZ9bBICWH7wS/AWLwbu0LrnKcaWxzHlx7F3/Tkv/jcH9yBrmCuFlU1x++5HyOH71LnadueWlDEjySUzNeUKqjJ4EdSClypPAxd3JOgjdqkJ+JC9Dmmn6G/CRMGvWrOjbt6+UlbNv3z688cYbGDNmDPLly4fHHnssSStDlJyCdRxKSlZ5SkuNkHxazr4mIiLKLHjOTkomoyFVA/Npgp6ohCPIEBZAA8AcRYGHR8r/U7plNBpSJTAvvNC0FN5vXxHLXm8W/EHL1w8Ab59EmiXqmCfzjAhhQEsvMyLajnKVrEpmSQ3MO7KJ5w9ohHkvNVKVMcoXGY4FAxo7fy+aK+UGQtNpmwZKqidnAgO3J1vmvE/BGmUoVCNpjy/3iPx/hQ5JXpUkDVOWL18eY8eOxblz5zBnzpwkrwxRYu22+Z9+aA9S5nxyBec7xo5ERpDYrfOn1XuTjTfi+uPluEGJXidK/8bFp+0awkREaRnP2YkEHV/mSzUHXlgJvLonJVaISBJqNqJf01LJU/IpqjCQxXfZq1QlBsQ6TwNe2pgsi/+iW00pY72DmLWkpeHLwOCDQMsgz2hKpA87VpL+n9TNe9CwVrGcqF1clNvw9OPz9aXSTE+nYGmXo4aSKfZclDTK2RZBkcozUhJNHG/ErMPq3ZEkT0wHuswEHp+WtOUEUtbGF5PJhM6dO0s/RMltnrUJihiuob7xkPO6OB27clrP595n1+p8nnmy/C0+Bk+O2wuhiOFqiq4PpS3b7Yo6rkRElCg8Z6dMTW+mnWguTEQpQwT3aiQxQOZn1lCRnH7KTWQPcqPuJOjTuCS61S2GiNDENcBsUjaP9JOSzhiLAH2XAtmSuwQJJdXkHjVTexXShvyV5Z+kCs8OVH0yGGuUiYtwU7o1xdIZn1tYwzGtBucTW9bGak+eDtxHbYWR0cXaM1YXeSIiIqLgS+upOkRESHRgPrWEmY1AsQZALmbQp3Xl0nND9gyOwfl0ZoYl+ZotpKXyNH9ZGwY9AGyDIcNvv2DxtnWv2v3X30zscIDVx+HInoSgf8e4jFEuyJfKsTMz3UwLIiIiooAEtRMeEVHm9mWPmiieOwuzsYmCgMH5dGafLWOPRj4eNxylY37Aj5Y2PgOIiQkhiseNtDyTpPXL7AbFv+L3PgZD4r742JLpcBSD4Dc/e2APRVpiCU6FskzvuE1uGEVEREQZkJ1tC4mIgkXU8V/zVktULhSV2qtCvnBgOl1gcD6duWAPXv2w9+L74tP4bkhLRNNWK/xP4zImoie4nBWc9Mzg5Dy0fRzfE2nZMZv/enyJyXD/ML63z5rziR2QSYpl1lqa14vPzBhL8tVFpNRzC9lgtXP2ABERUcbEAAURERGlPQzOpyOipMg2e/mgLe+aPcrjFDXaHuG8fNqWz+tjF1vrITn5Co/JJU6Cezp+yZ4Tz8QN1bWcaHtWJJdz9rxBXZ6jTEliAub37OEe1xmT4UvNLEtbfGdtm2yZ88G031YCU62P+SzBk1rE/rvFlvaapp4L4oBicouHGaZEzvwIhh5x7+Ld+OdT7fmJiIgyNGYPEhERURqU9iJM5NVYi8hyNwQtE1icnt5ApCpA/VzcO4rbtZ+rfMxsHLQVQ2pKTLB5qqWT19taxU7AeltVXcu5gpwItuXWtFen7V3L8zhoK4rh8b2koPRH8c/ClIgZC/7EQC4RY/ExY0Lsi/E6ZlR4E23PEvBjPrF4zmJIya90twIcBBL779NxHyCteTO+P9ICsQ//a62Nby2PeL1PnN1/eaA2sWNxw54NyWGjrQp+trZOlmUTERFleixrQ0REmU4GHJi2Z7zXxOB8JiYCngusTfGrpTnGxHdDg9gp2Gkvp7hdWyxCA86gfiz2Y4yPfyqJa6wcNAj8w7jUVtfrbb4Cw1o+jg9u7fr51qbS/8EuqJGUBp+n7QXwaNynmGV9FB3iRmG29REYdWQVBzpw4lhHf9nocUmoq34XnrMABF8Ngk/ZU7f++BV7jiQ9fo21GsrFfIfUZrUb00xW/Ivxb+B760M+7+PPMXsRXaW3vJlieSzRjyUiIqKkyHhf5omIiDIfOzKatBE10eGTTz5Bo0aNkCVLFuTIkbSgVVpvBNgrbkjQljU2/mnn5bP2fBrZyGa8bfkfplkf0xXYddRjNhpcmScx9hC/67HXXjqgoK2vpqJivQ7aiiOY4uD/NSjXIBAX7LmStfxMYonAdLvYUQE9RlnrX5SjeS1uAOYlDCw4HEh4b+Ls+gKYjle82Frf631CER/ge6T2v7jBHtcNie+HkZZeSCu+trQP6P7TLe1w0Z4Lr8e9pHn7WXteaZsNiBuke5lbk1gWp2fcUHxueVx1XVopAaTnkyWOh+L4e9meA2/Fv+j1fmZYE90w+KI9t441ISLK2EqUKAGDwaD6GTNmTGqvFmVUtZ+T/2/5XmqvCREREZGHtBE10SEuLg5PPfUUXnpJOxCVVK3jJmCptQ7SgnW2aprXb7ZV9Pk4reauohRI97j3MMfSEhMtT6pus/nJqr4Dz1IgjgCpsrxJtdgZUqDWn2Blhd+3h+My1AFvf/XKN1orITUy0kVt/rEBNN1NyeD8N5YOOGAvEdDrU5ZaGWl5Bn/YmngE5+8iArVipqF67HRd6+F4LjGAI0qGaNUojzDEIc7PINC4+K7YZnPN/FDaZy+FP6yNnL+vtVbFXGsrJNYDexiC7ao9B6ZaOgZUpqVh7JdYYFNvfxFcnm9tgrEW18CcQ+2YqT6X+U78Cz6fr17MFI/rW8WOd16+Ys+JWLfAdKjBAr1Gx3cPaskYMSMokM+uOF6K42/92K+wzFrbef0Zm7oXRAgsPssPif1Vi7f984itsDTQRUSUmYwYMQIXL150/rzyyiupvUqUUXWYBLx9Eijn//sKERFRhlKps/x/CXXcgNKWdBOcHz58OF5//XVUraqvLnhi+AtWu1tprZFs6zLZ0tk1cBA7Dk1iP8dZe36fjxHZnlrlWjbZKmOo5QXcdQu2n/RTtmOq5TEpC3qnrYxH2Yf/bCVUAfvdttJJDjz/p8iG93VfR4kSi6JcxiFbUZ/LHhyfPIM6/ly259RVp92VOR+4p2OHoX7Ml9ieEPg7ZcufbMH+aGSTnu/x2OFeS3uIrOIbyI4HXkrJ+AqWipIhTWMnedwnArFey9qI1zvN0gFTrJ3xQtwbqtkiSqsUn9cZ1nZICm9lcgKl3IdFhrkI0Pvyl7WhqryUFhFcHhw/QHqv3Pep64jyufxbih4UWvuyVr8Fkb3voPUehUM7UK3la6v+wQkHX4OqWjOCfDW4nmFx7Rf3Fe+x+7EyRJE5P9NLaaT2saNUg5ZiBoN7TwDRC2GapSMejhsnDXQREWUmkZGRKFCggPMna9bAeq0Q6WYwAFn8z2QlIiLKcCLzA+9eBJ79CxlGu/FAeA7g4ZHIKNJNcD4xYmNjER0drfrx5p1HKmC3Igg9LD5h+qOPQHLf+Le93n43zHcgXU9Ws0OMPRQ92/of5Vpka4AaMV9jF1ylKaoWd5WyeatteSlj2D3gVL+k9snqJXsutIsbjaE5P3NeZwqVM4aX2OphVfkP0DZWnoJcoHEvDI1/XpVFusFa2ZkVKuQx3PZ4jsP520uZt3VipmJt81+c1zcqm99nA9HIMDNOKwYrLvgoFfGzpSXKlaugWXJC1PWuGTMNJfNk1RXkF6LtWWHKIb8mf8S6tqgtbwdhfWnP8ipCeEQWvwNEe2ylVL+ft+fGP5XHYYu9ojST4OeSo6RM4X7xb+haN1813LfYKqJGUe1AsXi+XfayqFYkSjMTuVkR7+VsxPb+ML63ZtC8VQV5X7VrHJZEcP6ql8Byi7jPMMbSQ7pszpYbX1k7edT1Fvv+n7bGGBQ3EH9X/RxrbdV97vsOX4RrZzM/Wtf3LBZ33kr8vK0onSJmHPxobYMtUY+if9xrXpf1pb2rNDC4zFYbnWoUci3rkfKal00l5ID+fbds/0XWerhuj8RGk6sXw/NNSnp9XuXnTVhvrYxOsSNgVgw+xdvNMOQt6/HeefN+fB9MN3ZVXXfUXgR6iXX4X/zrWJndNZjpT6canst/OX4Qvm6wAnvs8t8Ase8ryyiFKjLlBbPBFZwvW62B5vPUbdgCwy2ufX2XrazHDJ8asd9gjKW7c993f++IiDIyUcYmd+7cqFmzJsaNGweLxRKUc3oiIiIiUgjNAhgzUPg3fyV5RlyjjDPrMgO9O55Gjx6NqKgo50/RonLgdVFJdb3BiWEv4blGJbAhz1P4Mep/uP3cWvyTpSP+KfQybpd+DM0xw2PZNyr3QfZws2aJhBuGnAjpOgt/mh/F4fDqsIXIgd+lxd/EyRZfoCMm4XzepljX7GfMt7dUP7bOa3iydhFERuVCXJ3/YUNYM+QtUgbPNiyOwjki0LlGIcQUlDNFl5T72Pm4pa0W4+MudWANy4nwdq7RowaPvYj2VQuieO4s6NO4BL7KPRQ/Zu+H6AH7kS8yDD3qF8OITlWk1/Juuwr49rk6mGjviTMlu+LxDo8hMtyM8U9Vx1/F35XK3MR1+R4ty+dFufyRaNDlNVjyVETrCvnwfLNSWBbxKNaWfF163gMoiQutJ+NwpVfR3zAMs/rURc7aci3q2Fyu4FOhDu8ib4kqKFi4GHo3LYuiuSLQoVpBdO74BLagKi5kq4L48NyYaneV5IkMC8H03nVwuoyrKevtij2w1lgP8VW74X85v8G2MFfA7Gr5Z/BBh4qIigiRAl8H2/4kXW81hmHZI6tgCc+Fz56ugRealsQg8we4X6Mv1mZzZcNeN+TCmRA5MD7N+DSeaFQZnbr3x0x0wspq47G5xU94xP6ldPu1bBUQDdcAxbzwLmj6yNNYENkDH2d9F7Wedu178bkrYANq4HCuFnimZ9//s3ce4FVU6Rv/kgAJvYg0RbEjoqAgiIqKIth11dW1oLLqKuru+md3XSvYsaKuoiiK2MXeBaVK7733DqEHAiQkuf/nm2SSM3PPzJyp997c9+cTSe6dcmbmzJkz7/nO+2kDDudf0YPyah9LX8UuoO3NSxNXPpBxP23t9iZ9dcIr1K/Kvdpn47LPoX80+ZjOurwnNaubQ9ecdjjdd1kn+jz7GrrqgnNpX+2jtJkWf732cup39cm0qWrFrIQBGTfQnk7/oY4nHasNShT8+TOan9WK3qnfm0qqN6CxGafT7DZP0LN/OlmrF49eeiINuqW9Vr53erSjPpe10j7n7d7a6UhaVeMUKmpYYRt07OkX0dENa1K3Vo1p/4mlSYC/O+YpmvuXqXRJxht0/BX/omkd/6d9vqf+SXRBt8u1a/PwJSfSn9sdrh3Pvuu+oFVVKgYjNtc6idq3aUs7znmahlNF9PifY89T/+va0AvXnKKV762b29F9XY6lb6peTiU59Wls3avK6/5JzerS1haXU+eLb9Lq/g0dSuv+H3Sqtq2VrSu82cec8qJW97vc/CA9c+pY+jSj1A9+WJO76bhGtaj7JdcYRO1pGa21f0uySqOt87MrxNaiKjXp87N+Kf/7jWPeLh+EOXD4WfR+jZ5UfPQFNL1OV+p2yhHU7NbBNCXnLFp2wl3aMr/GzqQ9NUuv34jMs6n9rc/R7HMGUZ0aOfTvbifQFW2a0eH1q9OtnVpQm8PrUocWDejmM46kJnVy6Pr2zekfV3WmC+gd+vickfTBXzvQJbH/0ZzTnqJdFw+k8zLepZo9PqG1tU+ldzOuobvOOZr2ZZbW34I/DS4vc+FRF9AH2Tdp7eSS68fRNfQSLbvoE+p10/WUmV1hQ3MgpyFdfv3f6MdmFYML1ZqfRrfVeY9iWdn0bZVLaG6N0ntzSMaVVKfz3dT++oe0gcIFx95Fr17flh7J+AflHm32rc/S2r/C0/6qzd6ZWa29VlcH5NxF15zWnFr0GEBXZ/Q3rLPyqBu1Ojo+Vjr4s+64W6hBzWp0Q7czaVuVJuXLjajahc46thFd1/kUOrR2NvU448jyuj/5uH/R1mbn00uZPUuvZWa29vnWjg9pf++mWnT2pbfQj7WNszWG1b2O7j73GG1/A0/5ghZf/h3tzWlMz/ypNXW+8k5txsSOpufQv7qfaKj7TevmaPv/qcaVlJdRm/bd/gddX20APXLsd7Tu9jl0Wcbr9O7pP9HUP0+jrrE3adgFw+j7rmP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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 2\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)[\n", " :, np.newaxis\n", "]\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0] = np.sin(2 * np.pi * time * frequency_of_interest)\n", "phase_offset = np.random.uniform(-np.pi, np.pi, size=(n_time_samples, 1))\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, 1] = np.sin((2 * np.pi * time * frequency_of_interest) + phase_offset)\n", "noise = np.random.normal(0, 1, signal.shape)\n", "\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9), constrained_layout=True)\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].plot(time, signal[:, 0, 0], label=\"Signal1\")\n", "axes[0, 0].plot(time, signal[:, 0, 1], label=\"Signal2\")\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_xlim(time_extent)\n", "axes[0, 0].set_ylim((-2, 2))\n", "\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].plot(time, signal[:, 0, :] + noise[:, 0, :])\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_xlim(time_extent)\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(\n", " connectivity.frequencies, connectivity.imaginary_coherence()[..., 0, 1].squeeze()\n", ")\n", "axes[1, 0].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(\n", " connectivity.frequencies, connectivity.imaginary_coherence()[..., 0, 1].squeeze()\n", ")\n", "axes[1, 1].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 0].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.imaginary_coherence()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].set_xlim(time_extent)\n", "axes[2, 0].axvline(1.5, color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 1].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.imaginary_coherence()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].set_xlim(time_extent)\n", "axes[2, 1].axvline(1.5, color=\"black\")\n", "\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Imaginary Coherence\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Phase Locking Value" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 50.0\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 2\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)[\n", " :, np.newaxis\n", "]\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0] = np.sin(2 * np.pi * time * frequency_of_interest)\n", "phase_offset = np.random.uniform(-np.pi, np.pi, size=(n_time_samples, 1))\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, 1] = np.sin((2 * np.pi * time * frequency_of_interest) + phase_offset)\n", "noise = np.random.normal(0, 1, signal.shape)\n", "\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9), constrained_layout=True)\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].plot(time, signal[:, 0, 0], label=\"Signal1\")\n", "axes[0, 0].plot(time, signal[:, 0, 1], label=\"Signal2\")\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_xlim(time_extent)\n", "axes[0, 0].set_ylim((-2, 2))\n", "\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].plot(time, signal[:, 0, :] + noise[:, 0, :])\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_xlim(time_extent)\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(\n", " connectivity.frequencies, connectivity.phase_locking_value()[..., 0, 1].squeeze()\n", ")\n", "axes[1, 0].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(\n", " connectivity.frequencies, connectivity.phase_locking_value()[..., 0, 1].squeeze()\n", ")\n", "axes[1, 1].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 0].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.phase_locking_value()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].set_xlim(time_extent)\n", "axes[2, 0].axvline(1.5, color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 1].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.phase_locking_value()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].set_xlim(time_extent)\n", "axes[2, 1].axvline(1.5, color=\"black\")\n", "\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Phase Locking Value\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Phase Lag Index" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 50.0\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 2\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)[\n", " :, np.newaxis\n", "]\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0] = np.sin(2 * np.pi * time * frequency_of_interest)\n", "phase_offset = np.random.uniform(-np.pi, np.pi, size=(n_time_samples, 1))\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, 1] = np.sin((2 * np.pi * time * frequency_of_interest) + phase_offset)\n", "noise = np.random.normal(0, 1, signal.shape)\n", "\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9), constrained_layout=True)\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].plot(time, signal[:, 0, 0], label=\"Signal1\")\n", "axes[0, 0].plot(time, signal[:, 0, 1], label=\"Signal2\")\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_xlim(time_extent)\n", "axes[0, 0].set_ylim((-2, 2))\n", "\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].plot(time, signal[:, 0, :] + noise[:, 0, :])\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_xlim(time_extent)\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(\n", " connectivity.frequencies, connectivity.phase_lag_index()[..., 0, 1].squeeze()\n", ")\n", "axes[1, 0].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(\n", " connectivity.frequencies, connectivity.phase_lag_index()[..., 0, 1].squeeze()\n", ")\n", "axes[1, 1].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 0].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.phase_lag_index()[..., 0, 1].squeeze().T,\n", " vmin=-1.0,\n", " vmax=1.0,\n", " cmap=\"RdBu_r\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].set_xlim(time_extent)\n", "axes[2, 0].axvline(1.5, color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 1].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.phase_lag_index()[..., 0, 1].squeeze().T,\n", " vmin=-1.0,\n", " vmax=1.0,\n", " cmap=\"RdBu_r\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].set_xlim(time_extent)\n", "axes[2, 1].axvline(1.5, color=\"black\")\n", "\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Phase Lag Index\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Weighted Phase Lag Index" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 50.0\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 2\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)[\n", " :, np.newaxis\n", "]\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0] = np.sin(2 * np.pi * time * frequency_of_interest)\n", "phase_offset = np.random.uniform(-np.pi, np.pi, size=(n_time_samples, 1))\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, 1] = np.sin((2 * np.pi * time * frequency_of_interest) + phase_offset)\n", "noise = np.random.normal(0, 1, signal.shape)\n", "\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9), constrained_layout=True)\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].plot(time, signal[:, 0, 0], label=\"Signal1\")\n", "axes[0, 0].plot(time, signal[:, 0, 1], label=\"Signal2\")\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_xlim(time_extent)\n", "axes[0, 0].set_ylim((-2, 2))\n", "\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].plot(time, signal[:, 0, :] + noise[:, 0, :])\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_xlim(time_extent)\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(\n", " connectivity.frequencies,\n", " connectivity.weighted_phase_lag_index()[..., 0, 1].squeeze(),\n", ")\n", "axes[1, 0].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(\n", " connectivity.frequencies,\n", " connectivity.weighted_phase_lag_index()[..., 0, 1].squeeze(),\n", ")\n", "axes[1, 1].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 0].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.weighted_phase_lag_index()[..., 0, 1].squeeze().T,\n", " vmin=-1.0,\n", " vmax=1.0,\n", " cmap=\"RdBu_r\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].set_xlim(time_extent)\n", "axes[2, 0].axvline(1.5, color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 1].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.weighted_phase_lag_index()[..., 0, 1].squeeze().T,\n", " vmin=-1.0,\n", " vmax=1.0,\n", " cmap=\"RdBu_r\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].set_xlim(time_extent)\n", "axes[2, 1].axvline(1.5, color=\"black\")\n", "\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Weighted Phase Lag Index\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 50.0\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 2\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)[\n", " :, np.newaxis\n", "]\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0] = np.sin(2 * np.pi * time * frequency_of_interest)\n", "phase_offset = np.random.uniform(-np.pi, np.pi, size=(n_time_samples, 1))\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, 1] = np.sin((2 * np.pi * time * frequency_of_interest) + phase_offset)\n", "noise = np.random.normal(0, 1, signal.shape)\n", "\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9), constrained_layout=True)\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].plot(time, signal[:, 0, 0], label=\"Signal1\")\n", "axes[0, 0].plot(time, signal[:, 0, 1], label=\"Signal2\")\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_xlim(time_extent)\n", "axes[0, 0].set_ylim((-2, 2))\n", "\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].plot(time, signal[:, 0, :] + noise[:, 0, :])\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_xlim(time_extent)\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(\n", " connectivity.frequencies,\n", " connectivity.debiased_squared_phase_lag_index()[..., 0, 1].squeeze(),\n", ")\n", "axes[1, 0].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(\n", " connectivity.frequencies,\n", " connectivity.debiased_squared_phase_lag_index()[..., 0, 1].squeeze(),\n", ")\n", "axes[1, 1].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 0].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.debiased_squared_phase_lag_index()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].set_xlim(time_extent)\n", "axes[2, 0].axvline(1.5, color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 1].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.debiased_squared_phase_lag_index()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].set_xlim(time_extent)\n", "axes[2, 1].axvline(1.5, color=\"black\")\n", "\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Debiased Squared Phase Lag Index\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Debiased Squared Weighted Phase Lag Index" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 50.0\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 2\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)[\n", " :, np.newaxis\n", "]\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0] = np.sin(2 * np.pi * time * frequency_of_interest)\n", "phase_offset = np.random.uniform(-np.pi, np.pi, size=(n_time_samples, 1))\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, 1] = np.sin((2 * np.pi * time * frequency_of_interest) + phase_offset)\n", "noise = np.random.normal(0, 1, signal.shape)\n", "\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9), constrained_layout=True)\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].plot(time, signal[:, 0, 0], label=\"Signal1\")\n", "axes[0, 0].plot(time, signal[:, 0, 1], label=\"Signal2\")\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_xlim(time_extent)\n", "axes[0, 0].set_ylim((-2, 2))\n", "\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].plot(time, signal[:, 0, :] + noise[:, 0, :])\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_xlim(time_extent)\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(\n", " connectivity.frequencies,\n", " connectivity.debiased_squared_weighted_phase_lag_index()[..., 0, 1].squeeze(),\n", ")\n", "axes[1, 0].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(\n", " connectivity.frequencies,\n", " connectivity.debiased_squared_weighted_phase_lag_index()[..., 0, 1].squeeze(),\n", ")\n", "axes[1, 1].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 0].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.debiased_squared_weighted_phase_lag_index()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].set_xlim(time_extent)\n", "axes[2, 0].axvline(1.5, color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 1].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.debiased_squared_weighted_phase_lag_index()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].set_xlim(time_extent)\n", "axes[2, 1].axvline(1.5, color=\"black\")\n", "\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Debiased Weighted Squared Phase Lag Index\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Pairwise Phase Consistency" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 50.0\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 2\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)[\n", " :, np.newaxis\n", "]\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0] = np.sin(2 * np.pi * time * frequency_of_interest)\n", "phase_offset = np.random.uniform(-np.pi, np.pi, size=(n_time_samples, 1))\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, 1] = np.sin((2 * np.pi * time * frequency_of_interest) + phase_offset)\n", "noise = np.random.normal(0, 1, signal.shape)\n", "\n", "fig, axes = plt.subplots(nrows=3, ncols=2, figsize=(15, 9), constrained_layout=True)\n", "axes[0, 0].set_title(\"Signal\", fontweight=\"bold\")\n", "axes[0, 0].plot(time, signal[:, 0, 0], label=\"Signal1\")\n", "axes[0, 0].plot(time, signal[:, 0, 1], label=\"Signal2\")\n", "axes[0, 0].set_xlabel(\"Time\")\n", "axes[0, 0].set_ylabel(\"Amplitude\")\n", "axes[0, 0].set_xlim(time_extent)\n", "axes[0, 0].set_ylim((-2, 2))\n", "\n", "axes[0, 1].set_title(\"Signal + Noise\", fontweight=\"bold\")\n", "axes[0, 1].plot(time, signal[:, 0, :] + noise[:, 0, :])\n", "axes[0, 1].set_xlabel(\"Time\")\n", "axes[0, 1].set_ylabel(\"Amplitude\")\n", "axes[0, 1].set_xlim(time_extent)\n", "axes[0, 1].set_ylim((-10, 10))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 0].plot(\n", " connectivity.frequencies,\n", " connectivity.pairwise_phase_consistency()[..., 0, 1].squeeze(),\n", ")\n", "axes[1, 0].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "axes[1, 1].plot(\n", " connectivity.frequencies,\n", " connectivity.pairwise_phase_consistency()[..., 0, 1].squeeze(),\n", ")\n", "axes[1, 1].set_xlim((0, multitaper.nyquist_frequency))\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 0].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.pairwise_phase_consistency()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 0].set_ylim((0, 300))\n", "axes[2, 0].set_xlim(time_extent)\n", "axes[2, 0].axvline(1.5, color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "mesh = axes[2, 1].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.pairwise_phase_consistency()[..., 0, 1].squeeze().T,\n", " vmin=0.0,\n", " vmax=1.0,\n", " cmap=\"viridis\",\n", ")\n", "axes[2, 1].set_ylim((0, 300))\n", "axes[2, 1].set_xlim(time_extent)\n", "axes[2, 1].axvline(1.5, color=\"black\")\n", "\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Pairwise Phase Consistency\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Group Delay\n", "\n", "\n", "#### Signal \\#1 leads Signal \\#2" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "data": { "text/plain": [ "[Text(1, 0, 'x1 → x2')]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import scipy\n", "\n", "sampling_frequency = 1000\n", "time_extent = (0, 1)\n", "n_trials = 500\n", "time_halfbandwidth_product = 1\n", "\n", "n_time_samples = ((time_extent[1] - time_extent[0]) * sampling_frequency) + 1\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples)\n", "\n", "signal1 = (\n", " scipy.stats.norm.pdf(time, 0.40, 0.025) - scipy.stats.norm.pdf(time, 0.45, 0.025)\n", ") / 10\n", "signal1 = signal1[:, np.newaxis] * np.ones((len(time), n_trials))\n", "signal2 = (\n", " scipy.stats.norm.pdf(time, 0.43, 0.025) - scipy.stats.norm.pdf(time, 0.48, 0.025)\n", ") / 10\n", "signal2 = signal2[:, np.newaxis] * np.ones((len(time), n_trials))\n", "\n", "noise1 = np.random.normal(0, 0.2, size=(len(time), n_trials))\n", "noise2 = np.random.normal(0, 0.1, size=(len(time), n_trials))\n", "data1 = signal1 + noise1\n", "data2 = signal2 + noise2\n", "\n", "signals = np.stack((signal1, signal2), axis=-1)\n", "data = np.stack((data1, data2), axis=-1)\n", "\n", "fig, axis_handles = plt.subplots(5, 2, figsize=(12, 9), constrained_layout=True)\n", "axis_handles[0, 0].plot(time, signal1, color=\"blue\")\n", "axis_handles[0, 0].plot(time, signal2, color=\"green\")\n", "axis_handles[0, 0].set_xlabel(\"Time\")\n", "\n", "axis_handles[0, 1].plot(time, data1, color=\"blue\")\n", "axis_handles[0, 1].plot(time, data2, color=\"green\")\n", "axis_handles[0, 1].set_xlabel(\"Time\")\n", "\n", "multitaper = Multitaper(\n", " signals,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "axis_handles[1, 0].plot(\n", " connectivity.frequencies, connectivity.power()[..., 0].squeeze()\n", ")\n", "axis_handles[1, 0].plot(\n", " connectivity.frequencies, connectivity.power()[..., 1].squeeze()\n", ")\n", "axis_handles[2, 0].plot(\n", " connectivity.frequencies, connectivity.coherence_magnitude()[..., 0, 1].squeeze()\n", ")\n", "axis_handles[3, 0].plot(\n", " connectivity.frequencies,\n", " connectivity.coherence_phase()[..., 0, 1].squeeze(),\n", " linestyle=\"None\",\n", " marker=\"8\",\n", ")\n", "\n", "delay, slope, r_value = connectivity.group_delay(\n", " frequencies_of_interest=[2, 10],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[4, 0].bar(\n", " [1, 2], [delay[..., 0, 1].squeeze(), delay[..., 1, 0].squeeze()], color=[\"b\", \"g\"]\n", ")\n", "axis_handles[4, 0].set_xlim((0.5, 2.5))\n", "axis_handles[4, 0].axhline(0, color=\"black\")\n", "axis_handles[4, 0].set_xticks([1])\n", "axis_handles[4, 0].set_xticklabels([\"x1 → x2\"])\n", "\n", "\n", "multitaper = Multitaper(\n", " data,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "axis_handles[1, 1].plot(\n", " connectivity.frequencies, connectivity.power()[..., 0].squeeze()\n", ")\n", "axis_handles[1, 1].plot(\n", " connectivity.frequencies, connectivity.power()[..., 1].squeeze()\n", ")\n", "axis_handles[2, 1].plot(\n", " connectivity.frequencies, connectivity.coherence_magnitude()[..., 0, 1].squeeze()\n", ")\n", "axis_handles[3, 1].plot(\n", " connectivity.frequencies,\n", " connectivity.coherence_phase()[..., 0, 1].squeeze(),\n", " linestyle=\"None\",\n", " marker=\"8\",\n", ")\n", "\n", "delay, slope, r_value = connectivity.group_delay(\n", " frequencies_of_interest=[2, 10],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[4, 1].bar(\n", " [1, 2], [delay[..., 0, 1].squeeze(), delay[..., 1, 0].squeeze()], color=[\"b\", \"g\"]\n", ")\n", "axis_handles[4, 1].set_xlim((0.5, 2.5))\n", "axis_handles[4, 1].axhline(0, color=\"black\")\n", "axis_handles[4, 1].set_xticks([1])\n", "axis_handles[4, 1].set_xticklabels([\"x1 → x2\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Signal \\#2 leads Signal \\#1" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "data": { "text/plain": [ "[Text(1, 0, 'x1 → x2')]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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0Uh7mvS6MPmllIzc1JG/7awxkV+Wax/aHsaukIOr9Ybr90aWFO8vOI2xFZv65H34vW0nHe9fXrVuLzthYG1xXykE6Xp/bBeQa5Xq0QWbpeqstkVknfvBN7Spt3IGt0TMMJgRxsMlOdfvzy9Rnf/yIzuQYB9nCmdQzyna1rAietS6FjpTfJ/ayD45vWq6TRvSPZeiqPseEYf20Ma5IHslQDJK2JdO4QDZenvJq1F8EW9jTxoVnlk12x3qLAWHbx+p93xVRz0U44oo/ehljXHoH2/52cJ8ux5siE0fX13vutuFN0vS8ca2XpP2KBkgatuKKWXuricP7d7Y3F5kgbZ5vWDZyF4uWJjERq3G1lTivYOwqKHmYcEF6aWuzwtWKjNyzxMcSfBq8pKzF3dlWRKS9leGOBUtV+9aOzr979Wj1mh59v/GDu2SvjGs8bfTskj5Tm++LsVlEQnUSDFeB9U1EhmnZiXgI6ryPuBYu+xGXmUnjijTTa6huN3GpjieTJ484KD5J2pJtch+bvixpHEATbM7lyuhSa/g3zfAYtX3MFybPxdQAGbeuZe0dnEfPjyJhG+806vs+5yg+YvO52C49edSALveZRZ2szUbusvxt7ueNVRtzG7fQFRi7CkpegnsWkTS9eFymrU37fn0YVH1mcky6ahzHRTpO2YpnUj3vQJno2Hosmf5+EbKlHDllpLpjwTJjQ5KIhOrguTYTpzRiDko9l20qNuXtO2uOD2xjciVl8dubnJ8TT2jImrjJfYK+rJ6HtcvtgEJUjCnb9u/K6BL8rmmGR/EMSduzSLZ213q9Z0kR4+7KoqAJUZkgy0SSOV4R9UbRMkJHUX0dgeExMHanVX8rjqfEedwpg7Gr5AQZ5yD7gKRJJlZxO48kqZJ9GFTT6gTjrhpXC8CwFeJG349r6BLkfdsterZ1OTjONEZWmhz+AXNjV716ZztxSkNE2BiDs4wDZkq9bJ5pi0ZXCQZqwRMaXGCS0bZ6G42LdmQayLyRF4dp3xkWYypu3+TS6JKmd6j0hYLp1ifZNp23vsXV9fjKElxbx8T73UTvmGSCbESa2S+zNAoUQW/4IE1Dns3zzcrweMIB4zpDOpgwdWybenbx2kIYEqvB2FVyqjPOwd8IE3c2HiZpTaziGOhst0SkgU0mkjiYemqFDSDBMxEjsUtxL1sXo+K9yedynM2WRtv03cHKdhlJ6uXgQ6CaTMCy3pZuek+12TyzuAaf4AkNacVJqd1G42vSKvEQxfMyKkObidHJlzdQEfWpGP0lZMLDr6127q2ehvEoy8VF2+uu1luuMkFmaXCoNqhFZeX08dwXv7MpNb3hoy6bHnvt5/btsuUxrK9y3ZZsjD4+DI82iSi2WegeMXTJd3zFGvMFxq6CYtMwEfB2sR58G7riPhebQT7ulog0mLXfWC/GrihPrTjiXL6769B+atHbm9T2joo2nIwd3DeW8cR0Ndl21dk2fbcgAiBL78YkWxSi8J2u3YdnaNbb0l0GLfZ5DQB5otYLJNg+FUX1Fuykvx/VXqKCrFdPpnwEJS87PkIz5KE/9h2nzGTrbKPt8UkzQWbp6ZQ0U2vtc49jODSNeeVCb/ioy6bntFk0dqk/bLSmr4VOm3JfuGydsmHW9LHeYo35opTGrrlz56rf/OY3auHChapPnz7qwAMPVN/+9rfV7rvvrsqCVKo4KwLQleo0yDZlKV5TplkZXVLPeCOrNKarF2VeXZRyqUfcsogSJXlYxUginPKUxlnK8uXlG6y+U6/epSVY5RyNUtUXlayDFkddgylyrUnPAdE0g87y1ffKJN4FrozftpOpNLd62WCqRVwsrAS/5Usnxe2Ps3g2cdpC0vEmbibILD2ro8opMPBFeWHGNdIE3087A6sPbZH2OX2FdvC50GlaRpNjGPry0N+rZjd23X///eqMM85Q++23n9q2bZv6+te/rg477DD15z//WfXrZ743tSwrSsTtCsc2m0nQSQSiQlaWtv3V60f2Psvqbm22L5fUdjLiSu+a4N6iDKp5Wl106fViIt5MjCfVwtN1YG0X6bvrGU99199GwY9t22BtvUt7K6C4cpv0v3kxBhclaLFcw4Rh/YzrYKPYR9X3YbL6H3wfzGgWneXDOyOPmI6feQ5qbePx0Wgrju34o0MzRJwrrk6y7Y8lS3Ha24uSjLt5GG98Ghyq9Z+MQSZemFKXZL5Wu70srFzCjBppJ5BphI9n7fOcC5eu70zsZLKdOa+YltHZJVzALb2xa/78+V3+vv7669Xw4cPVk08+qf7u7/6u7nfa29v1K2DdOju3viwwFebE7XIzgMmkqjrORvBvbUdXNI+ouEI+roDK633HMSKFGU/iTohMV52TGPeqn0HW/cLMXYcYB/kNq3dpbwU0XQ2TbZVRZRy3z/Cxip91fRBsAqaKoaue2Kzd6lEkw30RaBad5WORIe9jYJGDWpt4M0Rt/Q/zDpV+pNqL3ORcScrEtE8KS37j89kkHXfL2ufG1X9BOcXJbFrPqBGcM8jyJ++5mKPE0R4+nnWjcybRRnLcrx5ZVJq+fLLhfZdxAbfUxq5a1q59z2Vz8ODBoS75l1xyiSrrVkbidiWne6tZZ1nkeAumbtZJJtWm8RqyWmGwbSv1jo8rdGR7rE2cgTi4qnuBR43UhUZxslymPa41NucBE7d3k4lGnD4jzx4WaRIlvEzaYrOVmQ/KqrNcaymXY3+ak46sk2i48maI6g8k3mnQF8g5xJBVrUWCGGgm26Wrz+WTC29dEBlWIy/PxjV5XFz26fkZZsSpfbZhGiHJHCXv2iPp9WkDtkFcYRd9eZ7q7+QEc9e8bm1vGmNXR0eHOvfcc9UHP/hBNWVK44DdF1xwgZo9e3aXFcexY8eqvMNWxvQQ75PXVm006izzEP/GV7Bbsf4L1fv+bTu2qPIRUZZ2hpqsV/7F0HXDaTOUT0zqnmk5PrnoHXXsPjvr/w+eve19y/WYevGIYS3rwbPegC511cUk0KbPKIKHRRJsMgnFDTocGNXxek5O2XWWK1yP/S6DKke1uayTaNjSaEIWVVYyyT1hxnsJBGQRp5EOMSnz6nPVI+4EsXZ7nGnCn7w8myhsysXF4rJLg4MLz08XRpwojRBm8Arrp/KoParrS6N4Z6bXZ/r8RDeYhjCpV4dtMnKm6Rxxdoy5a96Nn01h7JKYEgsWLFAPPvhg6HG9evXSr7KSh62MebX82hhJbDrzvMQjMMVUCNWudMbt2KLKx0bE58lTzrQcz5OsOIP7dm5dtPXoMq23V312H21QMq17OgbJjF0iBbTUg+qsYrYZkoTa558E0/KY98TiWDEWGg3oQcyxKKrvs1FfaNJnFMnDIi4mExgxDl96zBRnxnuIDzrLTeDiOBrJVaIRk+3WJkjfX02eNI+Nwc6V0aLRb8adIOYtXpzrLfiN7i8sw7iLYPeudmMk1TONytPGyGSqEeaf+2GrOYrpeSXmpmQsT6Pd27aHKG1k+vwkI6HtNVVvo7aZ26RtMDrbYu6aR+Nn0xm7zjzzTHXbbbepBx54QI0ZM0aVERtDTZarOnm2/NqujppMJPNq2HNBklWTWuJ6uiSpQ42eTfD+D+57xfhcwffj8NHJwxMFtjQVaJ/Ya7T1uWftN9Zotbi2T4mTIcnVqmpcI50JYQO6rQdiVF8YdV1F87CIS1j7D5v4NFs5ZU0z6KxqTPuriSPsJntJNFLt5CTMu6ERriYm9RY58qDzbPHZL8SdIDYKQJ8lpmEpTO5/6pg29eyb9TMFyrj+6soNDb3fkywui/Y7ePLwhgG606q/YVvEbBa4bMY+Gw1qet4guYzvcotr+JU2lHSnkxj165VdVNt+5LXVoVuOg1AxWc8bJxu2m6IsvJbS2FWpVNRZZ52lbrnlFnXfffepCRMmqLJiE7crK4pg+bVdHQ3r9PNs2PNNsKpj40kURq2AkQFGYjwFW9/CXIPrfd7o2YiXSFTMizx6lBVxu6zPVdW4Rrq0tiUUoS/ME0Xzjm0mmkln+Y7J6aJfCH5P+iuZLD3/1lr1XAPDQZyJSZIwAfRtySeIEpfLdLti2qEeovRzEOcsMHo1mq80MnQFiEYTg18jj94440KjtnfUniPVYXuM7MyyLs/N57gTpteKunDjs90n0WVS/0YM7J3ouuqFtTG5pqh5Rh52YZlSpHrZvawu9TfccIP67W9/qwYMGKCWLVum329ra1N9+vRRZSPPcbuKZPm1TXlftsmsKyFUXX4uDC7V9SJsFSqJ63BcQ1e9e0s74GQZDAJ5Ntq5GqgXv7OpMH1hnqAs8kmz6Sxf/ZVLjeRii1tY1rwk8cFc9W1JvOZtxmZf2+vjTBBNA2aH4XsCHeiQRmEuBBeL8nE8s+O0l9ufX6ZfvmKeBuElgu+UdZzzpWmSts9G15UkrI2rPiMPxqGyUUpj17XXXqv//chHPtLl/Z/97Gfq5JNPVmXDtHFmYTEukuXXNuV9FoY9n9sjXQa7tTXwJb2vKCPjyvXticWiaVbALLJxum7TSQ12cb5fBqNd2PMeu9N78dmS9oV5yt6TZygnvzSbzqrFVX/lSiOlEcspaXywpDovqde8zdgsmiQp9cb511d3jWnWCDlOFvdceBZHxTd0qcvS2GXiYhtanHI10bMS+y4K0/ASQfm/smJDLsa+uGNlXuZ3tbyyfEPd+u06rA1kT/eyutc3EzZbGfPa6eSFJIOEb8NeGtsjw8Rs3O2yUYNB0vsyzbDkCpOsgHn2VDIhqcEu7veLnMa5UfsInnd19tIkZGFMLSKUk1+aTWfVIy91x2cGOBMjnxhmknjEp+k1bzo2m/YfJueqZruh/guOS6rZTeIbutJlac0vXGxDi3utUiaTRvSvm1DItB1K+4kijvE60DW+xj4fC+JZEhVf0EVYm6xII2509wItKJbS2NWMmG5lhGJOkEw8l+IIGpsVayFuHbPNSGQjYPM40GTlqeRygEtqsMvC4Oey/QZlWZtdrBHiNSuvNJ53Ho2peUzKkcdygvKRdd13OQaaTEyqE7rYGHDy4jVvOjZHLf5JUHP5ns04373VcIJoeJyP7XFp6s24ZOlR88VfPlV3/MjSS7M2CYCvsS+Od6d4prnuE30ZUKrnHbZhbVxdk4S8qD1vWslOyjBfrgfGriYj7bhdRbL8Jh0kvn7L816ux9hzqUXFclWvR6POyeWqTpHiucWtq2let48BrnpSIEafbR2VzoCtdyxY2mVrXqPJQtoGPxciz1ZsmgzorvvCvGz7lHbcKE5LHgxKeSknKCdJ+13T9h5sf/NZd00nJnG3TPreBmVj9DMtw+r+ozrLZRB03TaD2vihZqEyTI9zkX05a70ZlywXOn3F4I3rpRnUx+p+x9fYF5xXtgHW846q5dx5zzjXAz69zIJ5h21YG5NrikqGJZ+LMdWHdr3cQ50tyoIixq6SkNe4XUWy/FZjO0hIphzTzEe2gs90QJcJ57D+vbx2LkljdhQ5nlte66rvlVi5X9PJTb3BLYvySiLy4hi6TNqcaSwPm/LyVbamnipRZZWXpBx5bLNQfFxNLExCBLhO/JLWQkD1+YvaDoMxMCzwevVnYWVpu+hherzoehd1IoneTHvROohlFceA4+Ja4y7GhjkduAi8LlRvx/WlDcQgK/VO6kKca/M5H4mbYT1A7jFu7NlG1xSVLCvsmk3KLisHgrMLsKCIsask5DluV1jjl3gCWU+EGmHaULVng2FMKFdZZLL0hKr19jFZ2fEpgmzEoOmgXI9g20JYCuostrP4Xom1mdxEDchxyidumcYpd1+xb1zG8siLp4ppvUijT8p6Gxk0Hy4mFnENR7X9rO34Krpr1n5jrdtL3P4xTyv8cbC977Bx0HYB2OR4HZcrAy+r2vot/yY1MgiThvdXLxsEZQ88huLUMVeeQfXCfaQRcyyLMbdRfzV2pz5q8TvvZnJtYYaWpEk74jprRBl/6n0uWxfreXTZlF2WDgSTc663MHaViDzH7ZLGvXJD+w7GBpmEDxvg1xvJNzYdR+Dq7pM0jJlBxybZgl5btTFTzz3TAUnq2KsrNlgJsb3GtHV67FWv3tYTVmntk0/T8y9uxqJ6A3Kc8km7TOO0HRPxVhQvRlNPFdt6YXJfcQ1WWbU7aG5s+t16XhxJJ2LV/Y7NxD1Ju8iqf8o6HIbrccF260+etwpVl43U6aSGLrkfKbcjrvij1ffieA253Kkg2LRD34tArttqWH9laugyvTYbLRB2rItkGnHbXtRzjfvcq++l9t5NM702Ixi7mpC043YFHWUjr5q8bHXJK3mKZ+ZyMHApYE2uQQYGEyEWBHid98Ri4zqb9j75uNgKrLiecLViJk75FKVM82CkSttTJS0hHTWRK1IdgeaknheHKw/S6nYYFUxdFtqy8nhMOrFPOxyGq0lkWD9pu/Unra1CcfWmbZ2WOvmhSUO7xP0U7xb5W+4xTvbvOPWsXrmGab+o+hJ4/9/+/LLI70nMq9przaPeTzPbq40WMDk2bvnWbk3M2za9pIslzQbGrhKR17hdRQ1E7oM4A1lW6X5tVlfiDAauBWxYMPXaewlDjpdrjxI7QZ0N/r8o9du0HKTMXHiKxmn/9Bnpk5X3WZTBavm6zXUn6tQRKAq19dCXcdzXpCwYP4MYSXFIes9peTe5nERGZaGzfS5p9GNx9abt860NqO6q3OPUs9pylR0LjQKF12JrGKtGQoDIzojqupuV3m/U7sUg97phRuqksdZsFq/iLnTFnXfkRUNI2SWpc3k1qPoGY1eJyGvcrqJs4UkjZlTcDlNvA13fbhQbzEVHFsfTwvVgEEfAhu3Tr03NnHad9VW/87R1I8l5qo/Lqs/wVZa1qaTT/v2saXRfJgarRtuHyz6uQL7xlWgmKWnF6ckCU2Oe6y3RcfGRhS4NpIxNvZOSjllS3o+8tjrU6160237jB3eJ0RXXwGjKkVNGGWXWS2J0aGSYcbG9svq5xGkPPtt9vVhrNotXwf+ntY04DUzbkUkbCGP2x96n/13w1trceKmlAcaukpHnuF1lRTqJqODnMigmDSCqs+m1hG8tc+HKn9bWIB+Dadg5y9ou8rQSWG3ckdXRPBAm9Go/kxUz10LFJpNlUQSHzQQnLCmHrQGArYmQF/LQ78YxNNhMfPNi6HJxzVGTWJ9btYrUb9k8c1djVlR4CdFuM3YbkrqBMSq5lmliqijqGWYaxTk2RbI/hy3+xomV6oPgd2T7Z5oLzHnbmpjGeDL7r4auevHwimaQtwVjF4DHeGSdmXLEUOUAMZhJkHFfKxJpbQ3y8TuuxKoMeEXzBrHx/JP4I74HdXH/t62P1VtkTGOkRMUfDBN6gov6Eib4bQxdvoVG1ITRJpaFjRex66Qc1au7AFkibVa22doupLjw4IxjaLCZ+Lo2/sS9ZxcxfEwMTr7H/CJsqbY1dFWXpW+v5BbLxyP3IZooqfZuZBSRv10Zu+rVP53lPYHXmL7/EGNZo/aQZnyu6muZMKyfSpu8tUWXCRO+evjuavSgPvr/u3Vr0RlOxQDarDFOMXaVDNPtMml6XmSdSSdLceDS0JXGikRaW4Pyuk0wmEDIgO+6zrqo32EGCxPPPyHIRBNlYHGxPUEQwenLPTsshbfJxCcpYWVoKhqv/dy+esuEK+rVkUYipzaQq00siyy9iOX+yjyuQP4J2tnMXYcYtYPqemja1gRXC1u2hiCXxp+4HkA215zWQt3Vx++jxg/t17nYYtMH5nkRzXS8kgQ+MnGuF9PIp2eKlLnt+bUxquW9ReIk1Ksv/3LL88onLuqKadzZak/3hUvXx/qtqWPb1LOL/7Y1LuDIKSPVHQuit8Nuz3HbSJNgfifPIcmWxe/8z0vWnoiXF8AgHxeMXSWjOrOJi+NckHYmnTyJA+lcTpjReBtPXIpWVnmikUdKkol/GvX7wt8uqCteqq87zPPPdiXHhXhNY4Ww3gDtc3Xyill7q4nD+0camE3Fqsu+2Hb7QW0dsIll4cLYlMQQVdZxBfJPo77Yph6atjUXC1tZJnOI67Vqes3iESLGl7QW6sToEiwUi1exhLBIOjHNA6b1WRL4hCUqiuPp6NPzRe5LNJFLjxWb5D1fO3x39e0aw0OeCDJCJt26+K1j99xhV0Twt4mxq3ur+8WrJJlFs9zeKL/l2jD+/wy9EPNskE8Cxq4mJWr7j2vyGBAwKc0cIDnt+uMS8UgRgRo1mNnUWd/1+7M/fqRhXIt6BguZtIiIkWw/Ych3J43o39CzKCqdfV7ioNW2MZ9tTgxdeYlHVk1csVo7yTX1HHVhbEpqUC3juAL5JqwvrkdYPTRpa0Xy2HbptWp6LYGnsk0CmnrENd77mJjaxJl0MRGXscPVWO7L4zfYtSKxnXYd2k8temeT+s58MyOSa0OuzfMeb7g9LysPZNGINzy2yKpPa0S98q0OhJ7Uc0/aeFD2UXGSXXuToieKDcauJkUGoyTZAeOQt4CAadEozW4eMR1wk9YfH1uQbGMORSGiMhBW2zoqet+7rGo2+r6v+n3hrQsihUitmLMR4FHxtcJiVuTF2FXPGJtFZsHqMjKNO+aCpJ5stXXFtM5GGUOl/ci1hZ0vzmp99TNo1nEF0sekLw62eoWNFdXU+zxrz4LgN5OS5g6CpGNREuO9Sz0TJ85kkom47dhRHVuzXr30YbSRBE+iU5KQxaKzjIEmWR0DI071WJmm8cuFoasRNm0jSgtUZ2YO6kW9azdJRlGvf00rOZcJhF9wC8aukmHTQLLo/JtxAlLt3i6Dmqx85XUyZhN4Okn98bEFyeU5467uuH6mOkhpCu7HJlsa467YpY3NFgNbGtWfJFsAXIiaLL1Hq41N1TFsqoVpVLtpdA7TZ5DHvhTKhU1fLIauuN6fpmOPb4NYHrJN+iCsv43rKepKe8SNM5lkIm47dtRu16wtF9f1ppFBowgEyVlsjDhBeSYtR5fZIpO0K9u2Ubt4FaYHpF7Ifc7ab2yX6whrZ43aWN5iWtk+//M+9j71PUcJusoIxq6SYWOsgPQ7BZsJYFakFXjaxxYkF+fM0+pOmkYM24E8T4Ni9bX4KrNG9SeJoassMaWCVdFG/YZJuwnKQbZHS9IBthJAnkijLzYde2wXY+J6HrnMDmaLj/HFpL+N6ymaVHsk9c7NKrh0vb49Sb0JYmIGWxeTenT5IE57Ml3QqS7PqDoV9pl8d9gAs/itvtuVbduo3rIbNRexiYsc1r/mMaaVTQy8sYOTe9HOjqlH8+CJHAXGrhJiaqzIKu5SERqGCUlXXsqe6tUEH1uQkpwzy0C+eZgs2AzkSTOKuUKM+76fRaPYM0kmKHky3CSdWLpuN2xNhCITR1uZtqGVG9obxqpppCmSeB7Va4umRgjfCSjiJqAx+e04JOm3XEyis/Lwrde315aFbH80CeLvKyamS+Np3PYUZPqOmp9Vl2dUnQr7zKWxOu6WwSRtw2WsQZ9Ji3zOiyVcjMl8vlePVqPf+YcGsc7i6tGixDjD2FVC0oq7FIeiNAxTkg4meTSc+IinFYaPe497ziInHagXONf3NhSbFTtf1yF9mE/kPhoFWTatB0ftOVJ96SMTvRlukrRFF95lPtpNnvpEABtEW4l3oo2mMW0bUVnzGmmKJJ5HtecSY0QamVDj6CvTBDS+CAwakiBGYn0KL6/YoDNG+r6GqHhaPnVcvfpb/ftp68pqfMxz4ranOGNl7bVL/aoOIxH2rOU6JGNpkMghLhd9Yo8drsu2XWU5prvU7K4dNqLmxSZ9rUlsuNl/PV91oP/a67e5tyhPZPFKy0vYHoxdJSStuEu25Gl7mEuqVyxMV6/ybDjxEU8L4mEq/BqJuTS2oZis2AXH2KRoN/EKq1cPXYpl6UflupNy+/PLOldpfRDXsFnURQaAtLHtV7JcyGqkKVx6TKaVCdUmu7CQ9cQqTOf67m9rx1YZv6IMPWmFPslSV86a/reYTi7JwgM5jsOAGFqTgN7/G/OeWJyKZ1S9eXHUczc9bvJfDfJBvQ2SI9z5wnLjumXiKZensD0Yu0pKWnGXTCnT9rB6FPGa8yBkm23rqw+BKO7llx4zpeHn8qwmjejvdduJybOwyRB59fH7qI9PHd35t009dOnRFgzWLuq87/4tqs2yLRAgPnH6lbwtZAku23xak305n7xeW7UxNWNJmOaIk80talHXh0dTMH4FiZFq7yPvcVrzFBe0EXnYGRNVt0x1ZJJtij4wff6S+ToNPSNlZLuF3NW82LSvNTnuSss4s/XuzXZsy9qhBWNXk5NW3K4ibw+zIS+Dc7UYe2PVRlVpeS9DlGA6KOQlbk6aW1+zdLWPIxAlg8ylxzY2dAWYujjnxfgxfuh7dbW2Hkpdlq0h3bq16Ppcnarbp0dbo4Hath6IUPLZ32bVZvPYbgBc49NTtqhto5GXgI8+J61FuDDN0ej3TbPfNVr08Bl2oNrDImvtZDNGlTHhVtyxMqnDgJR7o3h/QX3I26KyaZsItmiG1euk/auPbI2282LT88bJRpnGYm2WDi0Yu0pKnuN2pUUWHXccweJa5Jp0ZqZiJ+t6kfbW17xu4XRhxMiDt15coRe2at7o2l3FqggbqG3bexr9bRZtNq/tBsA1rvsVmzZkalCRAPLV+NQ+acdh9W3QN9EcSbK5RW0zNc2+loRa7ZRUg9r27TYGUhdeZ3kyJMcdK5M6DEi9rmfokj6lentbkRcYknq31SPYCizlatLG8+ywsTBhkP4iJ9HA2FVS8hq3qxkC4dt0zq4ngKZW+6xdSvO89TUPRqF61G6hkJcEKbUR+ll768UVenGNnoE3oyvq9ZW2E5Qy9rd5bjcArjGNgWM7yTZpQ8MG9IrcjlRvy7qPNphVHFZf41UeMraZZl+76rP7qO3bK9YxYutpp7S3uaWpz/O4yJL2WBnWTsWAI32Ky9907WgQ6Nb7X1qp5t6xMJF3W3CMKcECZRnY5lB75smAbALGrhKTp7hdaW5zyUMg/GqjgmwVTeM52Aq1vMdIy3Lra9ZGIZ8iMet7sBV6SYyeaQzIcn0zdx2Sm742S/LabgCK4skY1YbC+s9GBgkf2qeMcVjzsBBhWrc+sdfoLhn5kt6vybicxIgRfDdMD9ero0nGcDFS5HWRJa2xMu126suQ2Sh4um07jpNQzFe/UOTwD5NTyPbuEoxdkErcrrS2ueRJgAXnlxTkYdciuBiQ43TIeRB3eV1NsvluGltm82DEzULoJTF6+oz5Ic9ctgXk2ciV1VbuvFwLQBG9M6LaRb3+U7YuRiUhcal9miUOqw+iJq+mdcv1JDhqXI5bb2ziBNXW0SSTal9ZGF1hU55xDSNptlNfGjVunKlGxKnHpuVvs4W8aOEfuteUQRxPuawMdxi7Skze4nal4brro2NPupqVF+Nbmcly22oav+26HuXB8JDW77n0cA361CTiK63BPss2kedrASiDJ2Pc3yia8SkPY5VLTCevJnXLh3dFmot0pnXUZ2KIopB3w4ivuU4ethYLplt9bbeQJ50X2/SP3RNoz0Z1y3YXk3joEaAeSh+3q2jbXJJO0lj9jI9pxzzvicVO0wHn0dvKZT1qNsODK+NSMNgnMXSlJUbz5AWYp2sBcE1etUsZSHus8r0QIdct+rd6+2GU50cUSQxBvu/XpaEizvazspHnuJi+5jpx5kautwcGx/naQh53XmzbP06OaRyPqlvBdZrEG8zKuQNjV8nJU9yuoonDok3S4giXPO4Ft85O1cDQ5btzLaLXXtHqtAvh4mL1uzpmSdzzVGc98kme6mWergUAihNvJouxyqWn1FcP312NHtRH/3+3bi06qYF4NRxxxR+dGyqCybLNtvo0Fl5cL+IG11vkWEdJPRZtDSNlKCsbbOp1HG85X1vIbdti3P7x7AiDaRJnlDw7d2DsgtTidqWBq469iJM0W6GWtstznME9qmM+ePLwzNIB57ljL0udduW+n2T1+9rP7auOnDIq8bMM6umlx05RPslTvczTtQCUmbQntT63VWU5VkVpjpXr2400x8HvH97l2nwb7+S3RMOLd0XQnzbaVuTaC8j1VtOoOpr3LX2+PRZt7stHWdV73j6Q3xEvPlPi1Os43nJZbyFP2j+eXbAdVi7A2FXyGAR5i9vlG1cdu6tJWtoC1HRSn7bLc5LBPaxjTpqNqCjYBMecsnNb6QwPLtz3a+vRNfe+ou5YsCzye2N36qtcIZOkV1duUDecNsPZOaFKGC/foLZ1VNSSNe8q1aLU2MF91YQh/TrbT/B5tbdF0cc8aI5YT1FkYQDwta0q67EqcjLYokI9ymvLOU3jXfX3a41fO9yHZ20ni5E+Y5rldUtf3jwWXZZVo+sXz3WXWtY2XET1oqQtRTP+uOgfJ+f03nxRamPXNddco7773e+qZcuWqalTp6qrrrpK7b///k0VgyCPcbt8k6dBMCsBWt1xv7Fqo6q0KD3py6ITdzG4N0vH3GiCZuq1J67UeRZ6SXAhSIJjpZxNDF0+kLgOF/52gbr0GL8eXs1E0jhqZWwvaYHOam7tU7SJoilh1y9997D+vYzL2cXkNK7x1udziNJ24gVng20dzVPdM3k+WXss1tt+J4t5waJxVNmFPW9ZyAuLW2Uz17Edz+W8E4b2M46FV4+891fV9cvG2y1Nuud4y2xpjV3z5s1Ts2fPVtddd5064IAD1BVXXKEOP/xw9dJLL6nhw+1XG4ocLyePcbviYDPY52kQzEKAVk/qxw/tpw1e0kGKN4MYveT9NMrC9+CepHNNuvLvumOPmqCZeu3lNfaWC1zV2biGfVeDtHgFyCKEjzaYJ8GRxrUkTUte5vbiG3RW/shC+4Sdu6wedj7KWXRaNcH58mi8NdF2YgARz7IwLzgZB2WOErfs8lCXTJ9P1h6LJttqG9Upk+cthq5Gz9u0rt6xYKm1oUvwEQuvCPEL88Rkw0X5LDIyltbYdfnll6vTTjtNnXLKKfpvEWO///3v1U9/+lN1/vnnp349RYiXk+e4XXEGe58xA2yPy0KARnWQaQwEvgf3uJ5zLsSjS6890wmavCaN6B8rGGaejCBForo8pDyjxLspPgVtXuKZ2F6L7cTYVbavrMfeooLOyid5ube446zvscqVAc51OZ9549M7vLfXmDb13Jtrc2e8NR2/Zk0fa+UFVzRMtFt1FsmsqK7zjWK5hdUpm+ctBsw47cvGqHPFrL3V5FEDtOEk68UNn5oriaHLhZZfaNlXSl3P4xhcSmPXli1b1JNPPqkuuOCCzvdaW1vVoYceqh5++OG632lvb9evgHXr1jm9piwt+kWP25XXrDy2nVdetg6WbZXb1nPOZX1K6rUXxBmyGRxMY0jV9iV5MoIUhaP2HLnDamiYoevIKSMz2x6Z163cptcSZ2Lscrwsyzb+tEBnQRhJxtksJo8++8Ukk85Ghq4iGW/ztNPCpdHTxAtJPs/aK8fWYJK0TqVh1Jk4vL/+Ny+GFR+aK+liXlIPqis9arK0x+BSGrtWrVqltm/frkaMGNHlffl74cKFdb8zd+5cdckll6gyUuS4XUlXapMMZnmaMPrqIIsglFyKKR8r/3GFnO3g7qJtFrVOZzX5uP35Zfo5SblEPS8J0HrCjHG5MHblbYIRdS3NvvWsiKCzoBEuxlkfY1VW/YxtpmxbarVBHreOZv37ro2ePreWSSytapI8v7jXmeZcMI5Rx8ZLLq17ca25kl53kj7typJpslIau+Igq5MSe6J6xXHs2LGqLJjG7crbVsYkVmIXK3h5mjD66iB9DgRpbp0zeSa+Vh1s60OWe/CLWKeznHwEgXaj0s3L52LsEqOXSWr6NLaL5umZNroWtp41D3nRWXnTOWXD1TjrcqzKup8xjbmZlDixmOKUb5HDIthM5OuVT9jWuaRIkPd6YSriGHiTegZV33ttPDnT521Sv+LMQc6d94zKI3nTKHH6tIUl1GSlNHYNHTpUdevWTS1fvrzL+/L3yJEj636nV69e+uUL0w5/3hOL1ZSd21RW5HUrY5ZW6aKXRZawdc69AHEhMpupvF1MPkyMV4Fou/TYKerVlRucZCVqBpJMjF1OpPI4KcszRdZZZdE5zUDaSUl8LP4FE/6DJw9Xuw7t1yU79uurN6qzbtgxVlcaujfJgnBRtZ3NRN6nUaseYdkMTectrrL2hcX1Mn3eeUyskAVZe1pu8+QAkUSTpa23Smns6tmzp5o2bZq6++671bHHHqvf6+jo0H+feeaZmVyTDmxssOLvK0uXTcXK21ZGW8polS7yKjdb59xmAiyqyMwjUvcmDOvnbLIRcMNpM9SFv12QKCsRpLc9iPZSHp1V1JANRZ9UuZpkl400JvzynG11r4sF4SJqO9N2L2N3GlnsJdC6xJ+SrYtxEg/52jEQx9BlYkjNYhtclgtZSdp/ERfgJud0flJKY5cgrvInnXSSmj59utp///11SuyNGzd2Zg3Kgln7jTXyEPAhwmxEYJ6IYyXOa4C8tLDtINNY5c7L1rm8rjpEIYby6rIqosjMK8EKu2suPWZK7KxEkN72INpLuXSWaciGspGlF0XcSXbUOJu1R0RamfqSEEwcF7wVHsg+QMrT5YKwrbYryjNNqw8RQ5fNbp5G85a0Q2Nc9dl9OrVT7TO0rV8+9bZLw4pt3U1q8BPPwiJydg7nJ6U1ds2aNUutXLlSXXTRRWrZsmVq7733VvPnz98hmGozedoUMW5XHCuxXH8zE8fbIQ3DXx4ETV5XHaIQI/mwAb26DBJ5MSDC36gVbUmeRVEmBXkwQAdtQTKbbuuoqCVr3lWqRamxg/tqQR58N/hc6NatRU0a3r+UZZoW6Kx8kKUXRdxJdtQ469p4l/ZCl82EP653atyycLkgbDNOsa3NT+iapKExqjF1ipBxtdF129YvXwkcXNarOLHwkhiUXRovu1v2aS41WV40bGmNXYK40mflTp8EX542ZYxnUc911nRFpkxiN6tgqEWcpGe96hBXTNebtOSpXIuK6fOQPrHetkQfRtKyTgoa9Q0uDNDyuckxUG6dVUadk9ewDXEn2VH9mA/jXdoLXTYTfhu9JsYIWbjOg66yGafysq0tLa/9az+3r3roldXGoWuSkGSxOqhPQdnIubLwjA1rA6YGuGBLqOCyfdjWXekXFy5dH/vZuTRexunTJjvUZHmh1MauvJF13KwixrOwsW7bdhBlEbtpxyMqwyQ9y1WHJKtYxJpzj+nALnVmWP9e3ut3XiYFWfQNjYSuBHaWbTp5mOBBvimizkmCr7ANLrOo2UxCfRrvsl7oClt0rdYkjYKDh12jjTeGi3pvm9EwL3F0Tcb7pCFf5PxHThmlxu7U1zh0TRYhNurVJ9PtsGnqcsHkeUweNSATg75pLDxTXI1LSfq0s3PYVyYBY1eK5CFuVpHiWdh2MnE6iDKI3TBxKtt00hpAXU7S0/AOc3G+uNeZxPPOZ53Nu1eeL0wHdt9G0jxNClxi2jdUl20w4QteRRZakC5F0jl5xPWilU1cIt8xV/MWY0rq6YiBvfV1BecV45csxNr8ro03htxTEl3oS5unpcejxnu57rj9R5w2IgkdpI0cveco9fvnl4aeO6gDcRJCmBidXRjdkpyjUR3PKvyITd1NO25adUzfAyYMdh6i4eycbUVMAsaulClK3Kysf18I2zJUTfXkqFkJE6dpDBIuJ+lF8Q5Lep21A4kIlnPnPaOyoijl7gvTgd3nQJ+ll4Yv4vQNYdvRi+zdBs1JnPbnus2+sWqjkcGprJ6l1ZiWY1qZ1OppozjP2sZDNokuzJvxysd4b1I+rgwBJrqvus7FNaqYeD652MLmY8tw3j2NpH/1kaQjynj55KJ39Fy51oPQlfFvcgENW/XA2NVk8SSy/n1TROjZrKzYHp8no15SosRpmMHL1SDhSvwURWi7us68DCRFKXff5OV5lMmIado3BDEuXjcQjUX0boP0WPzOJuPjkgaH9tH+bL5jqunOvPFp9dqqjaFt3lcWtTxlNzY1IiYdE23DFQTXlNTIaeMha6IL611PWQgrVxfGFVdlJZ47SQ1dtcaPsHrm4t59GKfy7GkUeFXZIAboJN51gaErqW5faNnnFHEHCMauJosnkfXvm2L723GvNWujXlJMxen8cz+c20GiaFu4XF9nMHDIypAJrsVmFuVexMGyiBTJiGnr1ZhnrwHIFomV4/K4NNtfnO+YarqoNu8ji5qth4FPA5qpEdHVmCjnXL5us/FCrKuFCVMPWTmvaMNGY3Gj67ENqJ5no2iU0SeJbnaVZVC8dk6Y8V6Zu0gIYVLPXBiWfBin0taJpnVStg7aEiQGiFNvxAAatfvJpI+60rLPyXrxNC4Yu5pwK2PZ4lkkDbhZ5EmTjTj1vYKdlKK4xru8TttVOh9xCdIu96IOlmngclJwx4KlhTAeA5SROAaTNIIh1/tN29g/Lj046hkbfIResDEiuhwTTfX2tfe92jBeU5yFCZu6VE8bhpWX6fwhGKfSzoRpatAy0SIu4h7ZGDxd6K+w2FxR7UCu1WW2z6JrC9O6O2FIP6e/G9aviqFr2i47GSc/aITtwkqRFk9rwdiVY7L2Ospyi59N/K07X1iuYxFAduR55S6vxDF05XUgMaXIg2UauJoU2NQtWR302c/T5iGv+NQ4cQwmaQVDDn7HVUDluB4ccWKNxhkHs/QaN+3/wgKThxkpxSNctlCJZ4lMuINyT2Kws81sbjJOZRVzqVEdO3C3IeqhV1fH0iK2nukuHAykr2rkCWSaEMLkuVZvdy2D5nSBSd01Tfpg0zfU61fnPbG4bowuWxZa9olF2XnTCIxdGWAj/n14seQlblejAcM2/pY0sJXr271cI5iR9cpd0TAVk1d9dp8uArbIFH2wTIukkwLbCWx1NjAfuNrKkUW8JSgmedE4eQuGXE0SQ5dNFrU4v19vi53cc6VF6fEwCLJu+ptZeo3LNYYZVnwYKaXskiwAm5ZDo+2zjcaptGMuhZVT1PNopEWy8kyXcp6x25BE57Ct3yxAmtddW51jOh+q9cozTdzmuk/cVpCdN43A2JUBNnGzsv59XxU3bMCIM0iLlVtEa5yOoMieB6bXLqsBURNDF4FRhbhCYN7jiwvxvFx4sZm2KxH2vib0accKK9JgmXVMsbiTgrgr8r6NjGF9Q1y++MunWHmG3Gocn0R5Afk0liVdtJI+6pXlG6y22CUxMOjfs9ye6dJTXa7dhaGr+nwmZSfb0Xwjnkaiu23GqTxlAbbtG+J6prvSrC2GXZVLjcwC5N+IKgNTnRNne7cs7sWpz1nPl/ICxq6MKErcLh+/b7JnPA6zpo9Vw/r3yjwGUpqYriaIEVDKxkX2J1+TdBO33DyswpfBiy0PscLyiq+VW1sDWpzyznPswqBvkKyLtsHoG8HKM+RVY9kaTKR/MF14uGPBskTXJh5ScUjaB9qOO1HbNaPaf1zvNVdjvAuDS1wjpW1crbjkVRe4Hs+SeKa7cnAYP7RfZL2U35F7l+t19WzilmXWi4ZZUDsHqvZITbq925Zm0u1RYOzKiKK42bv+fdM943EJ2+NcS1m8AuQeZBtnlLHI1i07+DRdIgQAAFLGSURBVE7wG6YDmM9Juhg084APT5W0aMZYYVnHFEtr64NNrMMs8DGOsfIMvjVOnEmbjcHEpk9OOmm2CaYcFujaljgTOBPjThxdY6LLXcSYcm1wsTVSRtWVRpPhLGKw5tEwIvUv8KxP6pkufUxSY5d4KMrOl7CA92Ext9L08mnmRETV9dZ2Z4ZLQ1dYOXe3bONFj8uMsatJ3eyzihuWxpaBIO5X8FtiIJGYCdVpxvMwkLpk1n5jY2XmcJX9qcgDmA+RFWUYyWrgyDJWWN4HS18xxdIKym8b6zDLNhZ3y3mZtqKBX1xpnCRjnonBxGZyE4R5iNvOg9+UmFdJAl3bEtfDSQKvm/D9P7yszvjoxC5xX21/T/R41jGmwoiT8U28GyUeY72ykPuVe8uD93pedeWZNz6tXlu10ck1uIhdWesRHdTZRv1Brb7wFT+zKImITLR+lkZXF56gskAxedQAp4sxpsfX60PzAsauDHGRoSMNY1uWWRnjiFsfA2ceV51c4Cr7U1G3E8WtK0kNI1lthcwyVljet3/6iCmWZlD+pAYfX0bGONmwAJLiYuuQizEvzGBis/gwaXh//R1TQ9VRe45UX/rIxB1+M/j/NPuEuH2TZBg03dYZbO2MG/c18IipHfvzoPNkccDGSFmv/sniQnVbaHS/1d8TfBuhfOlKV3U3uAYXGd/DyjTOeGjSt7nQFzZlmddERCZaP2ujq4tFOxNDV9w2HrWjJapPyRKMXU2MqbEt662UJphsB4g7cKbdAebRsJZkO0FevX6S1BUXhpGsUnFniYt7zmP7KHpQfl9GxqhsWP8wYxftlVrbvoPykG0bruJ7QfORJG6Xy0lbo89tFh9sDVXSlzb63bQXHuJsrxZD5fYY/WLS4OwuF+5c6BXpIy89Zkqs8wWJie58Ybmx90+anm0+DSMuvZjkHJNGvLedNwoJJF5NbXmFlamrLWxxs3i66AfyqHlMtH7t/9c7Ju+aPE6ffbZlG29kPM97eWHsypDaTjHsOB8Z2bLYyujDeyCYJPsYONP2ZoprWPNtLDLdThC3nqQtvvOy+pSnbRJpkeSes155ywLfxj2fRvvIxBmP/EWdMGNcw/vJ+9ZXKG9sVNOxTER/mp7vrsbKND134njXVcceivPdJLga+5MaXOp5mdmcT+qmeAwl9UL3hW/DiMvYqhIGJarspawlS3Atpt6CtdrI5WJPnC1yZdBVplrfd5+QZx03OcZ1RPWxeYulirErQ6pjSLk4zhZXGUKyWG0JAqdWdxiuB860DSJJDGtxBbDpZMB0O0ES0vR0SlpXXAYCrxczoHq7QhnjZsW5H9+G57yUTVzjXpzruvr4fdTHp45WPjBtY68s35AbDxQoF2nERs3C893VWJkHz5284mqB18bgInVVvBHDnoOtAad9a0chvIt9IeU1YVg/ddYNTzs5V5xtiDb6xFc/Yvp8682tbAw4eSMPMadNdZxN+blMHmJLHr33osDY1eRkETcsbMAwFaauAqfmpUG7MKzFEcCmk0nbwKhl9nSyWam2Hfxdey7VEyNFNB6kYXi2MayYrtIlMaDZGvfiLCRIKvOsiQoC3IzbfaFYGieuBjDtH8S7X0IJBB7WsvgkfZ2LsTIPnjs+SHsh11bXyDONmzTJpQGnDOEConChX6X9BbG7dh3aT2fGDM4rz7KeR1dePF3k2Zm2RdO5VSN9IttuTa/JNXk0vtnoOJvFmTTmwGUCY1cB8BkgPitvhkZGjV894seIkHdcGdaijEX1BgOTyaR8L63nYiIGshJiNivVtkYj155LYYazRkaRvBoP0jI8J8meVq/sJFZKnHoS17hnu+qfl340qn4XwQgO5dJZabQNEwN1o61Ree6v80BYJsIsqO2rkk5UfS5AphUuII/e1GGLMknLw1afuLjvQF/ESW4QR6tKaIKoYPs+FlQbXVOWGQLj6LgsE9eVGYxdBY0nkbbY8vXbtZ2VdJRRNOooizRwJlldihJJjZ5VlIAJm0zmaTuRCyEWt66YihUZYG1EkGvPpSjDmZTV/HM/jPGgDnEDyNYabEyCwTaqs0mMeyYBRIMVWPl+IIJdP3/bfjaqflM3IU2dlVaYhyQZ2rIIBFwUj59gIa+eR1WUF07w/Txjen29erRanS/NOLVp6Upfz9JlpsYk5VN9LbWfBc/K1fzIRKvq5DMzd9EaJOyaXBFWZ13231I2Nv1fHB1XhHls9wJcYy0Yu0oeT8IE6XgeeW11Q1El70tnYtpBxRFDNh4zIl7iDgxS3sEEL+q6fDTopEIxasuPnF9i4FRvd5CU5eJhEiZgVq5vV5ce+17Gn0bkYTuRKyEmZe5z9SmIu5GF55KN4Qw36PrU87S67dklxuUa/H/cvszF9YuXSiPPBqn7srBQu7jgsh3H2VaZpxgPUA6S6CyZsJl8L6moT2KUSXN7lO1Ck4/JjsSqefyNt0OfS/XYXc+jKi8Ld2kYQo6cMspqe37aiXt86cpard3I+BIQpQcbIdctW0p9YVo+UZ7PrgyLpmP0rOljO+dbja4pL3EBwwyG1Xzzd3+uW0fS1k1p908La9qSZHmNIm99KMaujMmDy6JU5KhO3nSAi+t1YzPJCTs2ahtPbYafsOty3emElY3NpLeRUSdJ2mI96W1RnSmuG5HldiKXQkzKKqzOi/Ap6vaQIgaPzPNKkm27ctWXuaBeexWh0kj0u165d5kNq2yeJ5B/nZXmxKM21IBpYPG0MkLGXWhy7R03edQAdew+Ozc05JtMPPOwcOeizzK9D9PjjJM3LV3feayL/tW1rmxUVxsZtKrDdVRfw+urNxrFRWsxHMbj6hOT8nFZX1yRxrhrs9uiXj9Ue99hfb2LBAQm5Kl/ujLmvNLXQm5cMHYVBJ9xu1xNjtNyfw4CRTbq9GsHBim7RmLLJFZM9XFxOx2TsrHxgqg16iQxdFUL5mH9e0XeU1YTR1f11NQNW46Lm73SVtSIqMpyQt/IIzAvRoKsVrtctKs4uKxn1WUizzlsddvXyr1pMGVJte5jkkNsI4irs9KceMTtb0TfiPHHVx2Ps9Bkci+23jTVfbyNgaRRrNI8xAFM2meZ3ofL+z133jOxrjWMONdR77mG7WLQ2+tm7KJm7Te2y3caeQGaIropynMsqT6pTYwj/9bTqFHErQfBb8sYXdQFD3lG9bYMBqEcJPFAXOrppiQ6Lk785Tzp3205W0zH2JUxeYjb5cLglqb7s0mgyOoOIWpVMeq6gk6nnjHABNOykRhKwf/bdCYu03s3KosyeUskMZr5MLrYDChS7q4m9EH8t7Dfz5ORIO3VLpftyuY3g3oX5RERRzxn5fVn2lcGk6g4zzPNWDPQXDorDcNIUsO6z+2Mtv1G1L1I3yblLNTqqsdef9s41k+S+JV5GNtchmVI02CS5Fqzbi+yi+GEGeOctpNg3IryHEuCy3pse+9xytok9lfac4p6caJdarzafjLpfCFu/OWi6l+fYOzKmLzE7UpqcEs6iZr3ePQe4DiDravJXaPVIpPOxcY1XAJd9urequbesdDoOzbnj3u+PIvFLJB7Xrmh3UnwTZvBNugnoragmboPi9H4hscW5S4AchhprsbHbVc2Xn2ypTCIm2ZTF+K2PVmwsMGVILWN32Vb77KINQPNpbNMPR/itBVXE4usNaLpvchzaG1taTiGukqekmcDeBZ9VpSWSxIGIK3+NfBOTrI11rSd2JZHlOdYXKLqscTcdf2bJr8ddyHO5ZwirvdUWl77rhdp0+rTtuVgLHEJxq4CxZPwtZXRpkP30QD04GWQhTGrwTatzqXWNTwP5Eks5iUDiM4aWkeki8hxnYGxGpM+ImgDpoYFky0keTMS5OU6okSeyTMItg4LUZ4QQdKDuELWxMvVp5HbNn6XTb0rY5w6KE581KRtJU/1sp7RzgbTe/EdNzDvBvC0+yxTLWebVCTNeuzKQGE6l5J6EbU90bfnmEk99pVsJo4RPup3Xc8pTBbSRJvXhnNI02vJ1SJt3vu0vGZiFDB2FQhfWxnTSrFdvXXK1wDperDNc+fiuzPJ27272kKYxGgWNlCL2Bg2IDrmmW9hKOd1HRg8T5OxvFIr8rQH4Pr2SEO+yTNy0ffbPENfQewD0SderCbGfeodpI3tomKeFoSS0uheZLJoOma6aLNxdUW1oc40tlAz9DGmWk5iK8ruguXrNmeeOKsWl544puNpo4XNNOvUyzFjZLnoe0zvQzKkThzeP9KA43pOEbT3qDpbq819tfmwuYWLOVJRFvVm5ywTo4CxKwdk7VnlwrvM9B5k69Sjr7+tLj02POtfXryBXHQuPoxS1Z2J6/MH5/PRsSbdFuXCJTiu0Sxvxj+XgcFNKVPstihM29VVn92nYTB/2Vrgwms1TQFz1J4jvQaxl+9kLcag+fARHzVvY0ISLRC1kDN1TJt69s33AjmHjZlBsOek2PYRWSUTyTO2QcVdagWX+PDESZJwKy3yHMevGjF01Tox1MPlnMK2bHwvPJgaeIqiobvHHEvyGt4GY1cOSNOzypcQtInJIsLp1ZUb1A2nzVBlzeJmew02TB3btkMwflfn95kEwdW2KBcuwXGMZkVZValmwpD42WVqabbYbaZ9xyf2Gq2ywodwOmyPker255clqudR12WbfbQoW5yhueKjujrORb1spGNM+ggTY0KUoSsYA5LGX41DHgwTeeuzsigTX/1r2poqD8G5XT2/POlR25ihrssmMP7FpVECAvF8Fe+ywNDfSIelpaED47ZNls2A4Ds288ogzEZeDXcCxq6ckHXcLhdC0GbrlHQYF/52gbr0mClOB8jqgM8m15XWRN3ltrJnF6/dIYOOi/NLRy7Pwwc+9uknxdZo5mKgrh5YZEtvUQSnr21teScPfUcjbIWTab2QjGg+r8s2+2hRFjUg/2Sts8IS4EQh9VdotM2wXps37SOSTIirf1tv+3LkyZqWYSIrA7jPPisLQ1eZ+tekBqLF72zq8retESAPxjYbw7VJG7KNGeqrbOTZ2njtBwvGwTOsNQ4F2jgqZpqLOZDpdVeHiJD++dIGO6mixgfTeaU81xEDe+d6DoCxq8Qu9lkIQans0hmYeAZIByEGNtNB3yT+TfU5XXgDuVx9q74GsbwnCUhfbzBOsm0t6BDjGGNMUgznaatHNTbZspIO1GkI0FrB6ULIS90w2dYmda/Rdr4ik8ST0OVEqvpccYSTaT+bxBsw6roeeW21UVKE4FrS3uIM4FtnxRkXqutvvUzA9eJFphVLLAjIXX1eF5j2nUkME1kbaJL2WY2SCWRh6Cpa/+rLyCmLxl/85VOJyigP3limicNM+0mbewp7Ni7KJonXfnCvUVlBq/tYV3OgOLt4Gu2kutJwfJDXpBH969Zp2+vPktIZu9544w116aWXqnvuuUctW7ZMjR49Wn3uc59T//Iv/6J69uypmsnFPgshKA3IxNBVey8mg764iJp0vnFTh6ex+uYrzlaAGBvirlj4SDHse/tfWvvfkw7UWW2zMKm/jVyzBfmuuGebtLvAyFpE4RtF3DrlaouxGBylDkofKEbouMIpqp+V77yyfEOsem4i6GwMXUkC4BchJgYUPz5q0sUwUy+FYOtNWMDsJJOrpNuKXWvSeguWrsnLOBW3z2qkKaTs0iDNrUs27TbMA7L6GB/XHKalsvKAjzPXkP5DksiYMGv6WFW0tp/U0Gyq54M+1uUcKM4unoeqdlLJsxWNZzM+jN2pr9HvZG2baCpj18KFC1VHR4f64Q9/qCZOnKgWLFigTjvtNLVx40b17//+76pZU2OnIQSTupfmdaLiw2PAdRyvpCsWcQ1dedzGJYNlWqvy9X47TjyUWgNk2LbBMOoJKpP6GwyA2zoqnVvZAi8t24DDWYg6X0ZPF+dNusV4rzFtdVOLJ9luXq+fla1UR1zxR6Nz15ssuBI6Vx+/j/r41Phx0LIeL5qBZlhUTGMxzGYSZGPAsjlvHuNdiRZ2TZAxLi+6shrbawl7Zj7mENInjx/6N4/ftMvPpJ3V031xNXucbW6ydTFt75ej9xylfv/8UqdGvaz7Ax9tv9GzjTPntC0fHwagOLuE/t9f5xM284o8OyCoZjd2HXHEEfoVsOuuu6qXXnpJXXvttbk3dpmSh7hdPt1Lk5J2vI24JJkEhw3Gtsa5OMaYrDuwKLEnryyMcfuNH7xDkErTdiFlG8Sb0/9W3nNBtqWeoIoa1IOAlK5Iy6U5zJU8LFaBCS6DiQblL6ulptuXxcj13Jtr9cs11c8lyh2/Ft/tqnpSBfmkGRYVTXVEWttnfXhIf/2W5730L2kuvBrH9Rs1IBeTrqRkEc9p4ojswxPYtrMki+c+k9O49Bg965CJaveRA5z1Pb4MXVJnf3DfK0bHipdp2HNKsiumnvGviLHUhDjt8f/FWEC3QcbMemNr1o4RpTR21WPt2rVq8ODBoce0t7frV8C6detU2hQ9blccV3gfoiasfOJYnX3Gvqg3IP/Lrc/rIPRJVmtsBvo4xpgssw6ZDjguPYziBIas3gYYB4mD8uhrq9X/GqYNj3qmcfuLuOLCt0tzlDBLkvXVR5u3MXwKaUxCbcStGLvLGJMN0ltULLrOaqQf8uqVnlYf4zIsg603SrMlp0h7q1CSLJ+usW1nYdcTdf1ZxoC0qdPyctH3xDXkRLV9WwNaVDiMuLtiXDyzuG2v6Nmiu1uMmXlNYlV6Y9crr7yirrrqqsjVxrlz56pLLrlENXvcrrhC0Fe8J5flE8dTI43g6rUZPr517J7qh/e/qn733NJEHXZexJ1rMWqzOuHKwyjuACvHL1+32fr3kq6wSVynOIbJNLfcJsG0fKpjFZjis82nKWZci1Axdofdr6t7y6vgg+SLikXWWVH6Ic4YYzMJchXg2TXVY3fUOCHetrP2G+vcAyAtw0Ret+j4olHZufR6tsVFeZtef5ZGbJs67eJ64swpo3R7Eh0bZiAxiT2al3Ya/LYvg7zPvr77X8/tYg6QdQD7whi7zj//fPXtb3879JgXX3xRTZ48ufPvt956S68+/t//+3+1i30YF1xwgZo9e3aXFcexY90G3itC3K44QjBOhyaGsjiDomn5iMvsD06YlthTw2dw9ahrC4RhGYSVKzEaJyuiGMdcbGuNu+3U9HqDgcWFK/mZNz6tXlu10ZnwTBp3yiW2K5CNMrQ2wmebT8twGCacTAOUZnFv8pyC+ERF7euaEdNFxaLqLF/e3TaTIGkTJgQ6wWVssrBrs40PKch4LBrQ5YS0nmFC4ihJcOXa0AJxyNLAkyZBbLNGZZVWlk9f2F6/aX3x4b2TZ4/RqHrvYstfmIEkz2VTT4fJtcrCt+ttfnJ+nTE9RsgTGw0Z1rdn7aRTKmPXeeedp04++eTQY8SVPmDJkiXqox/9qDrwwAPVj370o8jz9+rVS7+Kgs+4VDZCMG6H5jqDRy2SEfKzP35Eb2FKwzsr7upgoxXORunEfZCWi62LwSlOZynlO2JgbyflWHsPpsEhowaD6gmNKyOEa+EZ3LsYSsSYltWKU5w6kKcsMb4Nh2HCyXfw2aT3FsTbK+Mksgj4XlQsos4So4xP/WBqILL1DvC1cBplDPFtdAqj+pwujVN5MvD49tqTZ9vIKzxvWtoWn9fvy3snb+Uo7d8k/p0rzRV2nrTLxjYraNAn+E6mJbFpJWSHabZrkz5gwrB+Oyw6NprDyd9ZOumUytg1bNgw/TJBxJcYuqZNm6Z+9rOfqdbWVlUU8hC3y0YI+s6ckaSzCbYwmRrW0pgQ20420xAOaca8yKq+uirH2m0MkrXQBGknYnBr5MEXDIqu66Dr+hPEiBCvsWaJkeIDed4iJoL4FK4Iy2SY1NBl2vfa3NuRU0aqOxYsK6yXQNnwvahYRJ01Y7ch3jNXSVzHXYf2U5WW97YLB9dY24faeEj7MoqEGUNcGJ1cbBV0aZzKm4Eny7ACaex0KPL1ZxnnKynNlujBV9urNmBFJf8JFuJdlKc4dsh8t16Yl3+w9PySRfxGsdPqXattxvYsKIyxyxQxdH3kIx9Ru+yyi3apX7lyZednI0eOVHmnaHG7TIVgI2yFja3LpjT8/ScMjn1dEvvIVZnFnWymIRx8DNJ5i2+RtByTGgukDFduaN9hMAo8+LTXVIxg9FmlPi6qqMuLp6MEe08rk2FSj0Fb42UwYY+ikaGrCF4CZaRZFhVtdNZ2T+NvXM8jUw9pk4nZgbsNsfYGsOn3bI1OLryxXBun8mjg8ekdTMzEZBRhe13REj3kaS4RtZ1PFrblWhsZnnxqHIlNG4SCqC2rV2N6fpksDhQhAH/pjF133XWXjh8hrzFjxnT5rFLJ52pDkeN2xRWCUunjChuJY2Vjpba9RlujRtQA4CtGjkvkGoPV5W0dFe2xJBPWuIOKr/gWWXWWLrxi5ByNBj85d57rR55EXZw6YPOdtERfWnF1kk7E4rRZl+00r14CzUzRFxWz1llJPY9M+x6TRQmbsc2m37M1OrnyxsqjccoHjbaLfvGXT8U+pytjhizaFcHA44ui3necRcxGhihXGmDeE4vr6uYsF1Vr214QjqY6DIMNLvuiRnH2HkqwxTHKICfvRy2cZL3bo3TGLnHBj3LDLwt5iNt155/DV+YbVfo7X1geKmxWrm/X+5BdYHqN0qnes3CFldFBJqvSCTTCRYycWu8y1yLCtWHKZ3yLLFz4XXjFCK6vOS1DSRhZDF62dSDOIJuW55rrCffrqzc66x+O2nNk7CxzaRryIH3KsKjoWj80mtzVTgbFIJHmtrioRYlGE7ek/Z6N0SlvWwWLQm1ZyPbSuN58Js/X1IARxDHNm5e36fW7HEeL5v1ks4gZNXdIGjhd6mrYAnFwvVkQlIeUQZ51jqs4wNtC+vMoY5o8x6z7gdIZu8pAkeJ2SSB4G4K0sEdc8cfQ46SDfGfTFnX1Z/d1co0f32uUuu25peG/aeByWktgya83qLsKBl0vGLgLERG1nzzOYJKGaI3rwh93pcmFV4zrPe1BOzIZZMu4LcG0DiRpJ2l4rrl+NkGcBReBT7/0kYmJvp+1hzL4owyLiqZtT/SDtKUwfdDIoJ5EA/he7W/0uY9MiT68sdLa2lSELTq2CzVxy852oSlrg0Tc628UryivuF6wNqkLJovatrtwqjExlGVtAHeZUMoXvj1YFxqUgRjCss6wjbErhxQpbpcJEoT4jI9O7BxQ/+WW542+J8aptze+l1Ex6bUd+v4RkcauJNQO6r47waQiwlSEyzGTRvRXR04ZZXTetLYQBIaIMGNd2i60Ehy8OmaSD/Fda8Qw2W4nVBvbsl6xdLkCWS8GmsssN77LyZenYq0R3tdELI0JZ14mkdC8OmvauJ1UR0f9jFONJpS+M5/6JO3xQbzJXE3uwzztYwXk9rCt3Xe/GbVQk+S3bBcbszBIhJWvzfXnzViXl0yhpovakqgmrnaW52diKMtyO7Kr3xZv32qy1ug2FGXbOMaunJL1qrjLbShi6Aqy99i6fAYZFSXwXh6y0ZgO6mk07LgiwlaESwyIPK5wyVZYU0NXGtcug3W9LFU6ZlvCwPON0j1HreIK9bwos3qertPBN/K2cJnlxjcmzzBuX1ctdl33mVHP0oWRKus4D1BuTHVWsC0r2N572B7vxSWT2Jb1Ek0UYcXfN6btXyZ6NprQZHLv2jjlclu7r3imtfjsNwNj2sKl67u0jTxMdE3KN7h+iaVbb+dEnryHwshq+6/p8zSNl1xPOxchw58LZItfvTh7eZtzdS/4oiPGroKTh7hdpsQVgDKhFcNbdWftMxtNEtK2Xtv+XtxnIN9Zvm6zrhN5WHUwvY9rP7evsVeaj20Mrlb3Jd17ozJvtIobFRcv+G5alDkdfFJMtkwmMXjJuW37TIlhWM94a/MskxjY8ib2AIJtjbXhG2rrqgsdUPTJhalH1Nid+hqf0zTemYz7jRZr4/Yrcbe1V3sZNYqHFlx38Dt5p9ZzKi/YaAybRek83quQ9+vv3lqsLcBpZ30MC+ruqj9g0fE9MHbllCLF7TK9lyQdbr3vSicgW+xMss/06lGctOg+g9cneQbVmUYaCcZad1xfHbDpfdgIadfbGFxuY4kqr9rfzpsxqBnSwSel+r4D0RWsbkq5BCvRki31qUXvqF9YxBiUBQNZFLHZ/ivHDOvfa4d2bvMs4yxKhG1BzVMKcig+riZZrg0VZZhcBBmeZZEszOhk48Hx4MurjI6rpwlNt7aH9TG+vegbjYF56vfyuj03b5oH3vPYiutlGXeROW5bieNxGXf8kL7oQ5OGRs5dXdRXk/nLgSFGt6jFgaLENMTYlVPKErfLt2gTrx2TztTkuKjUqTak1bB9Ba+PI+5NRVARhbztNoY7Fix1JgjjlFfejEGur6fWyBt2XCPvpLzSqB0l6Z+qF0XkJYav1paWWAFgbZ9ltUeEPI+obSPBtWa1/QeaB5fhGlxNpMtQnxu1VSnrWu9wm3hdSZ6TydZ219vs42iA2v41T/1e3HtKQw/nTfPkCdc6yMbAEaadJQi9GMQDg3etYdnWUBa3rSTZdSAxqe9YYJ6ozdbI76K+nm2YtCJYTK3eom+S3MT1tnEfYOzKMabbCH1tZUwqBNMajE0NEWHHmWRrtBkEsowrlpY7fLW4tzF0FVXIm25jcLnyWeTy8kkwILs6Low0V9XD6k5SQ3ytaDLNlORCbCU11kaJ0ZXr29Wlx/4triNAFuEagnprOhmU7XbV3se1fUuePHpMCWurgcGpOpFPmrFpwwySaW+zzzr4uG3dintPeZjouvRKyVObNL1+WWB6bdVGZ1rS1sBRTztLmATxHq/VIKZztlptHLetxPUItNX5V312HyPjkS/ONkhaEffaXMY09AXGrhLgcytjXCEoFvvaCp5kdSfqu9UBJ2st0yYZ3FwYuvIUV6yRqHO9wiYdp8v4WaZCIq5IibNyUU3Usa4MXY0C0sN73Plns5U0ecZJSHNVvYxBrWvb8+urN3opFy2YW1SXRCZFNRZA8TGdDIaNh3ny6DHFduKYhZdNvd/Mapt9Vtvy4tStOPeU57oax2iTtzZps6juehHcdn5TayhqlFyo9jpNFpmTtJU4HoG2Ol+e0Sf2Gq2vM/DoSpq0Kq9JK7blVG9h7MoxNoaJvLnmyuRj2ICu8V7iejuZrgw1CshdPRCFdbIuDIO1hK1oNKLa1T8syHicOuFy20bY79SjfWuH7ugbdYA2QsKVSGl0/qyNFWEB6U3wvY/e1ojg8nrkWdYGiG7EhCFmqa/TWlUPK7e89eFJn2VUP2eKabnUxhjL28QE8omvLVY2q921/UJY28lzIPOibiXL03Xbxri1vSaf3mLBQp3ol7QnuqbtOFhwCa7PtJ36Lrc0jE5pxixrVCZxDFNR15tm+7XV+UEdymILcNqLfZNzYtiqB8auHOPDMJFmQ6vXsdquBphOTEwGIrkWn54TjbKX1XYAcoxMykxEsHy3nidaEsQLMIs6VZ2i2oULsguREnZ+W7IS8I0GNBNjoFAdO8BkMIxjRHC1r99WaCQx5rleVY+KY+N7pa+2LOIaIOV+pQ8J65MkvliSPivucwueSd4ykUJz6Cypt9X9scSjkSQ6YVsV40yCmj3QtmtdHMfj1Ae+t/ylEcRdDF3VOjitCbec0ySu5Vk3PL2DZonySsl78Hu5/gnD+nW5N986NW6Z2Cxe+QjPkxTT66/enRHX0JWkP2CxrysYu3JO0eN2NcqiWG9gqT3edFA07XRlMPBJo+xlSeM/ufZEcxlPTK45zuBZPeFMIiRciJSw82eF6WTfZEBr9LlwxBV/DP2u6e9V/06j77rY129T16TfiovrlcKoODa+jc/1RJOtATKYtMhYE3a9soXdJBaYzbXaIFuV8zwxgXLG7ZJ6a+Jd7mrbe968o9I0aouxvbW1JZY2qv1NH9kF49xXGpPQJONanMWRNCfc8lu2cS2rNYuLLOY6TEZG27iSeLFXE4zzEtReQn5IKAg5d+29+Pam8hmeJ41dEMHujLg7PkS/ymKJfN9lFtjLm3SxD2NXzjFtYHmM2xWGy+s07Uy3JxSHU8e0qWffXOtkEmWy2pV0W1xY3YnysAsMBWHPPZiUynXGISirpIOmC5Fie6xPTCf7pgNaPWNglOeLBPyWAObV36k+b9z6H2acdL0CHBiRsl7JyjoWV9j9m2ZKijJwVX/HNPC96bXaikzj5AU5ae9QfILFA5sJRtb9Qh4mjnEW3oKyjmPoMs3elvT+TO4r8OgNzhs3vmpamb9dho5wPeFO0pZcLnxklR3dFVHtIe17MR2jk7QV39kEbTzBHn/j7U6dVb0IalPuefdCzAqMXTnHxrPKl3hf/M4m5ZMiBBGWzkYmfh+/6sHEzyFstavaEJBkW5NJ5xwW1D/4rmROilqZS+IpVqYJpwvRaTqoJRnQTAN+1xosTD2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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sampling_frequency = 1000\n", "time_extent = (0, 1)\n", "n_trials = 500\n", "time_halfbandwidth_product = 1\n", "\n", "n_time_samples = ((time_extent[1] - time_extent[0]) * sampling_frequency) + 1\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples)\n", "\n", "signal1 = (\n", " scipy.stats.norm.pdf(time, 0.43, 0.025) - scipy.stats.norm.pdf(time, 0.48, 0.025)\n", ") / 10\n", "signal1 = signal1[:, np.newaxis] * np.ones((len(time), n_trials))\n", "signal2 = (\n", " scipy.stats.norm.pdf(time, 0.40, 0.025) - scipy.stats.norm.pdf(time, 0.45, 0.025)\n", ") / 10\n", "signal2 = signal2[:, np.newaxis] * np.ones((len(time), n_trials))\n", "\n", "noise1 = np.random.normal(0, 0.2, size=(len(time), n_trials))\n", "noise2 = np.random.normal(0, 0.1, size=(len(time), n_trials))\n", "data1 = signal1 + noise1\n", "data2 = signal2 + noise2\n", "\n", "signals = np.stack((signal1, signal2), axis=-1)\n", "data = np.stack((data1, data2), axis=-1)\n", "\n", "fig, axis_handles = plt.subplots(5, 2, figsize=(12, 9), constrained_layout=True)\n", "axis_handles[0, 0].plot(time, signal1, color=\"blue\")\n", "axis_handles[0, 0].plot(time, signal2, color=\"green\")\n", "axis_handles[0, 0].set_xlabel(\"Time\")\n", "\n", "axis_handles[0, 1].plot(time, data1, color=\"blue\")\n", "axis_handles[0, 1].plot(time, data2, color=\"green\")\n", "axis_handles[0, 1].set_xlabel(\"Time\")\n", "\n", "multitaper = Multitaper(\n", " signals,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "axis_handles[1, 0].plot(\n", " connectivity.frequencies, connectivity.power()[..., 0].squeeze()\n", ")\n", "axis_handles[1, 0].plot(\n", " connectivity.frequencies, connectivity.power()[..., 1].squeeze()\n", ")\n", "axis_handles[2, 0].plot(\n", " connectivity.frequencies, connectivity.coherence_magnitude()[..., 0, 1].squeeze()\n", ")\n", "axis_handles[3, 0].plot(\n", " connectivity.frequencies,\n", " connectivity.coherence_phase()[..., 0, 1].squeeze(),\n", " linestyle=\"None\",\n", " marker=\"8\",\n", ")\n", "\n", "delay, slope, r_value = connectivity.group_delay(\n", " frequencies_of_interest=[2, 10],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[4, 0].bar(\n", " [1, 2], [delay[..., 0, 1].squeeze(), delay[..., 1, 0].squeeze()], color=[\"b\", \"g\"]\n", ")\n", "axis_handles[4, 0].set_xlim((0.5, 2.5))\n", "axis_handles[4, 0].axhline(0, color=\"black\")\n", "axis_handles[4, 0].set_xticks([1])\n", "axis_handles[4, 0].set_xticklabels([\"x1 → x2\"])\n", "\n", "\n", "multitaper = Multitaper(\n", " data,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "axis_handles[1, 1].plot(\n", " connectivity.frequencies, connectivity.power()[..., 0].squeeze()\n", ")\n", "axis_handles[1, 1].plot(\n", " connectivity.frequencies, connectivity.power()[..., 1].squeeze()\n", ")\n", "axis_handles[2, 1].plot(\n", " connectivity.frequencies, connectivity.coherence_magnitude()[..., 0, 1].squeeze()\n", ")\n", "axis_handles[3, 1].plot(\n", " connectivity.frequencies,\n", " connectivity.coherence_phase()[..., 0, 1].squeeze(),\n", " linestyle=\"None\",\n", " marker=\"8\",\n", ")\n", "\n", "delay, slope, r_value = connectivity.group_delay(\n", " frequencies_of_interest=[2, 10],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[4, 1].bar(\n", " [1, 2], [delay[..., 0, 1].squeeze(), delay[..., 1, 0].squeeze()], color=[\"b\", \"g\"]\n", ")\n", "axis_handles[4, 1].set_xlim((0.5, 2.5))\n", "axis_handles[4, 1].axhline(0, color=\"black\")\n", "axis_handles[4, 1].set_xticks([1])\n", "axis_handles[4, 1].set_xticklabels([\"x1 → x2\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Signal \\#2 leads Signal \\#1 over time" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 2.0)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sampling_frequency = 1000\n", "time_extent = (0, 2)\n", "n_trials = 500\n", "time_halfbandwidth_product = 1\n", "\n", "n_time_samples = ((time_extent[1] - time_extent[0]) * sampling_frequency) + 1\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples)\n", "\n", "signal1 = (\n", " scipy.stats.norm.pdf(time, 0.43, 0.025) - scipy.stats.norm.pdf(time, 0.48, 0.025)\n", ") / 10\n", "signal1 = signal1[:, np.newaxis] * np.ones((len(time), n_trials))\n", "signal2 = (\n", " scipy.stats.norm.pdf(time, 0.40, 0.025) - scipy.stats.norm.pdf(time, 0.45, 0.025)\n", ") / 10\n", "signal2 = signal2[:, np.newaxis] * np.ones((len(time), n_trials))\n", "\n", "noise1 = np.random.normal(0, 0.2, size=(len(time), n_trials))\n", "noise2 = np.random.normal(0, 0.1, size=(len(time), n_trials))\n", "data1 = signal1 + noise1\n", "data2 = signal2 + noise2\n", "\n", "signals = np.stack((signal1, signal2), axis=-1)\n", "data = np.stack((data1, data2), axis=-1)\n", "\n", "fig, axis_handles = plt.subplots(2, 2, figsize=(12, 9), constrained_layout=True)\n", "axis_handles[0, 0].plot(time, signal1, color=\"blue\")\n", "axis_handles[0, 0].plot(time, signal2, color=\"green\")\n", "axis_handles[0, 0].set_xlabel(\"Time\")\n", "axis_handles[0, 0].set_xlim(time_extent)\n", "\n", "axis_handles[0, 1].plot(time, data1, color=\"blue\")\n", "axis_handles[0, 1].plot(time, data2, color=\"green\")\n", "axis_handles[0, 1].set_xlabel(\"Time\")\n", "axis_handles[0, 1].set_xlim(time_extent)\n", "\n", "multitaper = Multitaper(\n", " signals,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.500,\n", " time_window_step=0.100,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "delay, slope, r_value = connectivity.group_delay(\n", " frequencies_of_interest=[0, 15],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[1, 0].plot(\n", " connectivity.time + multitaper.time_window_duration / 2, delay[..., 0, 1]\n", ")\n", "axis_handles[1, 0].set_xlim(time_extent)\n", "\n", "multitaper = Multitaper(\n", " data,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.500,\n", " time_window_step=0.100,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "delay, slope, r_value = connectivity.group_delay(\n", " frequencies_of_interest=[0, 15],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[1, 1].plot(\n", " connectivity.time + multitaper.time_window_duration / 2, delay[..., 0, 1]\n", ")\n", "axis_handles[1, 1].set_xlim(time_extent)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Phase Slope Index\n", "\n", "#### Signal \\#1 leads Signal \\#2" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sampling_frequency = 1000\n", "time_extent = (0, 1)\n", "n_trials = 500\n", "time_halfbandwidth_product = 1\n", "\n", "n_time_samples = ((time_extent[1] - time_extent[0]) * sampling_frequency) + 1\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples)\n", "\n", "signal1 = (\n", " scipy.stats.norm.pdf(time, 0.40, 0.025) - scipy.stats.norm.pdf(time, 0.45, 0.025)\n", ") / 10\n", "signal1 = signal1[:, np.newaxis] * np.ones((len(time), n_trials))\n", "signal2 = (\n", " scipy.stats.norm.pdf(time, 0.43, 0.025) - scipy.stats.norm.pdf(time, 0.48, 0.025)\n", ") / 10\n", "signal2 = signal2[:, np.newaxis] * np.ones((len(time), n_trials))\n", "\n", "noise1 = np.random.normal(0, 0.2, size=(len(time), n_trials))\n", "noise2 = np.random.normal(0, 0.1, size=(len(time), n_trials))\n", "data1 = signal1 + noise1\n", "data2 = signal2 + noise2\n", "\n", "signals = np.stack((signal1, signal2), axis=-1)\n", "data = np.stack((data1, data2), axis=-1)\n", "\n", "fig, axis_handles = plt.subplots(5, 2, figsize=(12, 9), constrained_layout=True)\n", "axis_handles[0, 0].plot(time, signal1, color=\"blue\")\n", "axis_handles[0, 0].plot(time, signal2, color=\"green\")\n", "axis_handles[0, 0].set_xlabel(\"Time\")\n", "\n", "axis_handles[0, 1].plot(time, data1, color=\"blue\")\n", "axis_handles[0, 1].plot(time, data2, color=\"green\")\n", "axis_handles[0, 1].set_xlabel(\"Time\")\n", "\n", "multitaper = Multitaper(\n", " signals,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "axis_handles[1, 0].plot(\n", " connectivity.frequencies, connectivity.power()[..., 0].squeeze()\n", ")\n", "axis_handles[1, 0].plot(\n", " connectivity.frequencies, connectivity.power()[..., 1].squeeze()\n", ")\n", "axis_handles[2, 0].plot(\n", " connectivity.frequencies, connectivity.coherence_magnitude()[..., 0, 1].squeeze()\n", ")\n", "axis_handles[3, 0].plot(\n", " connectivity.frequencies,\n", " connectivity.coherence_phase()[..., 0, 1].squeeze(),\n", " linestyle=\"None\",\n", " marker=\"8\",\n", ")\n", "\n", "psi = connectivity.phase_slope_index(\n", " frequencies_of_interest=[2, 10],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[4, 0].bar(\n", " [1, 2], [psi[..., 0, 1].squeeze(), psi[..., 1, 0].squeeze()], color=[\"b\", \"g\"]\n", ")\n", "axis_handles[4, 0].set_xlim((0.5, 2.5))\n", "axis_handles[4, 0].axhline(0, color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " data,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "axis_handles[1, 1].plot(\n", " connectivity.frequencies, connectivity.power()[..., 0].squeeze()\n", ")\n", "axis_handles[1, 1].plot(\n", " connectivity.frequencies, connectivity.power()[..., 1].squeeze()\n", ")\n", "axis_handles[2, 1].plot(\n", " connectivity.frequencies, connectivity.coherence_magnitude()[..., 0, 1].squeeze()\n", ")\n", "axis_handles[3, 1].plot(\n", " connectivity.frequencies,\n", " connectivity.coherence_phase()[..., 0, 1].squeeze(),\n", " linestyle=\"None\",\n", " marker=\"8\",\n", ")\n", "\n", "psi = connectivity.phase_slope_index(\n", " frequencies_of_interest=[2, 10],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[4, 1].bar(\n", " [1, 2], [psi[..., 0, 1].squeeze(), psi[..., 1, 0].squeeze()], color=[\"b\", \"g\"]\n", ")\n", "axis_handles[4, 1].set_xlim((0.5, 2.5))\n", "axis_handles[4, 1].axhline(0, color=\"black\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Signal \\#2 leads Signal \\#1" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sampling_frequency = 1000\n", "time_extent = (0, 1)\n", "n_trials = 500\n", "time_halfbandwidth_product = 1\n", "\n", "n_time_samples = ((time_extent[1] - time_extent[0]) * sampling_frequency) + 1\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples)\n", "\n", "signal1 = (\n", " scipy.stats.norm.pdf(time, 0.43, 0.025) - scipy.stats.norm.pdf(time, 0.48, 0.025)\n", ") / 10\n", "signal1 = signal1[:, np.newaxis] * np.ones((len(time), n_trials))\n", "signal2 = (\n", " scipy.stats.norm.pdf(time, 0.40, 0.025) - scipy.stats.norm.pdf(time, 0.45, 0.025)\n", ") / 10\n", "signal2 = signal2[:, np.newaxis] * np.ones((len(time), n_trials))\n", "\n", "noise1 = np.random.normal(0, 0.2, size=(len(time), n_trials))\n", "noise2 = np.random.normal(0, 0.1, size=(len(time), n_trials))\n", "data1 = signal1 + noise1\n", "data2 = signal2 + noise2\n", "\n", "signals = np.stack((signal1, signal2), axis=-1)\n", "data = np.stack((data1, data2), axis=-1)\n", "\n", "fig, axis_handles = plt.subplots(5, 2, figsize=(12, 9), constrained_layout=True)\n", "axis_handles[0, 0].plot(time, signal1, color=\"blue\")\n", "axis_handles[0, 0].plot(time, signal2, color=\"green\")\n", "axis_handles[0, 0].set_xlabel(\"Time\")\n", "\n", "axis_handles[0, 1].plot(time, data1, color=\"blue\")\n", "axis_handles[0, 1].plot(time, data2, color=\"green\")\n", "axis_handles[0, 1].set_xlabel(\"Time\")\n", "\n", "multitaper = Multitaper(\n", " signals,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "axis_handles[1, 0].plot(\n", " connectivity.frequencies, connectivity.power()[..., 0].squeeze()\n", ")\n", "axis_handles[1, 0].plot(\n", " connectivity.frequencies, connectivity.power()[..., 1].squeeze()\n", ")\n", "axis_handles[2, 0].plot(\n", " connectivity.frequencies, connectivity.coherence_magnitude()[..., 0, 1].squeeze()\n", ")\n", "axis_handles[3, 0].plot(\n", " connectivity.frequencies,\n", " connectivity.coherence_phase()[..., 0, 1].squeeze(),\n", " linestyle=\"None\",\n", " marker=\"8\",\n", ")\n", "\n", "psi = connectivity.phase_slope_index(\n", " frequencies_of_interest=[2, 10],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[4, 0].bar(\n", " [1, 2], [psi[..., 0, 1].squeeze(), psi[..., 1, 0].squeeze()], color=[\"b\", \"g\"]\n", ")\n", "axis_handles[4, 0].set_xlim((0.5, 2.5))\n", "axis_handles[4, 0].axhline(0, color=\"black\")\n", "\n", "multitaper = Multitaper(\n", " data,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "axis_handles[1, 1].plot(\n", " connectivity.frequencies, connectivity.power()[..., 0].squeeze()\n", ")\n", "axis_handles[1, 1].plot(\n", " connectivity.frequencies, connectivity.power()[..., 1].squeeze()\n", ")\n", "axis_handles[2, 1].plot(\n", " connectivity.frequencies, connectivity.coherence_magnitude()[..., 0, 1].squeeze()\n", ")\n", "axis_handles[3, 1].plot(\n", " connectivity.frequencies,\n", " connectivity.coherence_phase()[..., 0, 1].squeeze(),\n", " linestyle=\"None\",\n", " marker=\"8\",\n", ")\n", "\n", "psi = connectivity.phase_slope_index(\n", " frequencies_of_interest=[2, 10],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[4, 1].bar(\n", " [1, 2], [psi[..., 0, 1].squeeze(), psi[..., 1, 0].squeeze()], color=[\"b\", \"g\"]\n", ")\n", "axis_handles[4, 1].set_xlim((0.5, 2.5))\n", "axis_handles[4, 1].axhline(0, color=\"black\")" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Phase Slope Index')" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sampling_frequency = 1000\n", "time_extent = (0, 2)\n", "n_trials = 500\n", "time_halfbandwidth_product = 1\n", "\n", "n_time_samples = ((time_extent[1] - time_extent[0]) * sampling_frequency) + 1\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples)\n", "\n", "signal1 = (\n", " scipy.stats.norm.pdf(time, 0.43, 0.025) - scipy.stats.norm.pdf(time, 0.48, 0.025)\n", ") / 10\n", "signal1 = signal1[:, np.newaxis] * np.ones((len(time), n_trials))\n", "signal2 = (\n", " scipy.stats.norm.pdf(time, 0.40, 0.025) - scipy.stats.norm.pdf(time, 0.45, 0.025)\n", ") / 10\n", "signal2 = signal2[:, np.newaxis] * np.ones((len(time), n_trials))\n", "\n", "noise1 = np.random.normal(0, 0.2, size=(len(time), n_trials))\n", "noise2 = np.random.normal(0, 0.1, size=(len(time), n_trials))\n", "data1 = signal1 + noise1\n", "data2 = signal2 + noise2\n", "\n", "signals = np.stack((signal1, signal2), axis=-1)\n", "data = np.stack((data1, data2), axis=-1)\n", "\n", "fig, axis_handles = plt.subplots(\n", " 2, 2, figsize=(12, 9), constrained_layout=True, sharex=True\n", ")\n", "axis_handles[0, 0].plot(time, signal1, color=\"blue\")\n", "axis_handles[0, 0].plot(time, signal2, color=\"green\")\n", "axis_handles[0, 0].set_title(\"Signals\")\n", "axis_handles[0, 0].set_xlim(time_extent)\n", "\n", "axis_handles[0, 1].plot(time, data1, color=\"blue\")\n", "axis_handles[0, 1].plot(time, data2, color=\"green\")\n", "axis_handles[0, 1].set_title(\"Signals\")\n", "axis_handles[0, 1].set_xlim(time_extent)\n", "\n", "multitaper = Multitaper(\n", " signals,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.500,\n", " time_window_step=0.100,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "psi = connectivity.phase_slope_index(\n", " frequencies_of_interest=[0, 15],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[1, 0].plot(\n", " connectivity.time + multitaper.time_window_duration / 2,\n", " psi[..., 0, 1],\n", " connectivity.time + multitaper.time_window_duration / 2,\n", " psi[..., 1, 0],\n", ")\n", "axis_handles[1, 0].set_xlim(time_extent)\n", "axis_handles[1, 0].set_xlabel(\"Time [s]\")\n", "axis_handles[1, 0].set_ylabel(\"Phase Slope Index\")\n", "\n", "multitaper = Multitaper(\n", " data,\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.500,\n", " time_window_step=0.100,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "psi = connectivity.phase_slope_index(\n", " frequencies_of_interest=[0, 15],\n", " frequency_resolution=multitaper.frequency_resolution,\n", ")\n", "axis_handles[1, 1].plot(\n", " connectivity.time + multitaper.time_window_duration / 2,\n", " psi[..., 0, 1],\n", " connectivity.time + multitaper.time_window_duration / 2,\n", " psi[..., 1, 0],\n", ")\n", "axis_handles[1, 1].set_xlim(time_extent)\n", "axis_handles[1, 1].set_xlabel(\"Time [s]\")\n", "axis_handles[1, 1].set_ylabel(\"Phase Slope Index\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Canonical Coherence\n", "\n", "The advantage of canonical coherence is that it can be more statistically powerful than coherence because it is combining coherence from groups." ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 50.0\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from itertools import product\n", "\n", "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 4\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)\n", "\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0:2] = np.sin(2 * np.pi * time * frequency_of_interest)[\n", " :, np.newaxis, np.newaxis\n", "] * np.ones((1, n_trials, 2))\n", "\n", "other_signals = (n_signals + 1) // 2\n", "n_other_signals = n_signals - other_signals\n", "phase_offset = np.random.uniform(\n", " -np.pi, np.pi, size=(n_time_samples, n_trials, n_other_signals)\n", ")\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, other_signals:] = np.sin(\n", " (2 * np.pi * time[:, np.newaxis, np.newaxis] * frequency_of_interest) + phase_offset\n", ")\n", "noise = np.random.normal(0, 4, signal.shape)\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "fig, axes = plt.subplots(nrows=n_signals, ncols=n_signals, figsize=(15, 9))\n", "meshes = []\n", "for ind1, ind2 in product(range(n_signals), range(n_signals)):\n", " if ind1 == ind2:\n", " vmin, vmax = connectivity.power().min(), connectivity.power().max()\n", " else:\n", " vmin, vmax = 0, 0.5\n", " mesh = axes[ind1, ind2].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.coherence_magnitude()[..., ind1, ind2].squeeze().T,\n", " vmin=vmin,\n", " vmax=vmax,\n", " cmap=\"viridis\",\n", " )\n", " meshes.append(mesh)\n", " axes[ind1, ind2].set_ylim((0, 300))\n", " axes[ind1, ind2].set_xlim(time_extent)\n", " axes[ind1, ind2].axvline(1.5, color=\"black\")\n", "\n", "plt.suptitle(\"Coherence\", y=1.02, fontsize=30)\n", "plt.tight_layout()\n", "cb = fig.colorbar(\n", " meshes[-2],\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Coherence\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")\n", "\n", "\n", "group_labels = ([\"a\"] * (n_signals - n_other_signals)) + ([\"b\"] * n_other_signals)\n", "canonical_coherence, pair_labels = connectivity.canonical_coherence(group_labels)\n", "fig = plt.figure()\n", "mesh = plt.pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " canonical_coherence[..., 0, 1].squeeze().T,\n", " vmin=0,\n", " vmax=0.5,\n", " cmap=\"viridis\",\n", ")\n", "plt.suptitle(\"Canonical Coherence\", y=1.02, fontsize=30)\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=plt.gca(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Coherence\",\n", ")\n", "cb.outline.set_linewidth(0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### More signals, higher noise" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "pycharm": { "is_executing": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "frequency resolution: 50.0\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from itertools import product\n", "\n", "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 6\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)\n", "\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0:2] = np.sin(2 * np.pi * time * frequency_of_interest)[\n", " :, np.newaxis, np.newaxis\n", "] * np.ones((1, n_trials, 2))\n", "\n", "other_signals = (n_signals + 1) // 2\n", "n_other_signals = n_signals - other_signals\n", "phase_offset = np.random.uniform(\n", " -np.pi, np.pi, size=(n_time_samples, n_trials, n_other_signals)\n", ")\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, other_signals:] = np.sin(\n", " (2 * np.pi * time[:, np.newaxis, np.newaxis] * frequency_of_interest) + phase_offset\n", ")\n", "noise = np.random.normal(10, 7, signal.shape)\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(connectivity.frequencies, multitaper.nyquist_frequency),\n", ")\n", "\n", "fig, axes = plt.subplots(nrows=n_signals, ncols=n_signals, figsize=(15, 9))\n", "meshes = []\n", "for ind1, ind2 in product(range(n_signals), range(n_signals)):\n", " if ind1 == ind2:\n", " vmin, vmax = connectivity.power().min(), connectivity.power().max()\n", " else:\n", " vmin, vmax = 0, 0.5\n", " mesh = axes[ind1, ind2].pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " connectivity.coherence_magnitude()[..., ind1, ind2].squeeze().T,\n", " vmin=vmin,\n", " vmax=vmax,\n", " cmap=\"viridis\",\n", " )\n", " meshes.append(mesh)\n", " axes[ind1, ind2].set_ylim((0, 300))\n", " axes[ind1, ind2].set_xlim(time_extent)\n", " axes[ind1, ind2].axvline(1.5, color=\"black\")\n", "\n", "plt.suptitle(\"Coherence\", y=1.02, fontsize=30)\n", "plt.tight_layout()\n", "cb = fig.colorbar(\n", " meshes[-2],\n", " ax=axes.ravel().tolist(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Coherence\",\n", ")\n", "cb.outline.set_linewidth(0)\n", "print(f\"frequency resolution: {multitaper.frequency_resolution}\")\n", "\n", "\n", "group_labels = ([\"a\"] * (n_signals - n_other_signals)) + ([\"b\"] * n_other_signals)\n", "canonical_coherence, pair_labels = connectivity.canonical_coherence(group_labels)\n", "fig = plt.figure()\n", "mesh = plt.pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " canonical_coherence[..., 0, 1].squeeze().T,\n", " vmin=0,\n", " vmax=0.5,\n", " cmap=\"viridis\",\n", ")\n", "plt.xlabel(\"Time [s]\")\n", "plt.ylabel(\"Frequency [Hz]\")\n", "plt.suptitle(\"Canonical Coherence\", y=1.02, fontsize=30)\n", "cb = fig.colorbar(\n", " mesh,\n", " ax=plt.gca(),\n", " orientation=\"horizontal\",\n", " shrink=0.5,\n", " aspect=15,\n", " pad=0.1,\n", " label=\"Coherence\",\n", ")\n", "cb.outline.set_linewidth(0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Global Coherence\n", "\n", "Global coherence finds the linear combinations of signals that maximizes the power at a given frequency." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(30, 120, 1)\n" ] }, { "data": { "text/plain": [ "Text(0, 0.5, 'Frequency [Hz]')" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from itertools import product\n", "\n", "time_halfbandwidth_product = 2\n", "frequency_of_interest = 200\n", "sampling_frequency = 1500\n", "time_extent = (0, 2.400)\n", "n_trials = 100\n", "n_signals = 6\n", "n_time_samples = int(((time_extent[1] - time_extent[0]) * sampling_frequency) + 1)\n", "time = np.linspace(time_extent[0], time_extent[1], num=n_time_samples, endpoint=True)\n", "\n", "signal = np.zeros((n_time_samples, n_trials, n_signals))\n", "signal[:, :, 0:2] = np.sin(2 * np.pi * time * frequency_of_interest)[\n", " :, np.newaxis, np.newaxis\n", "] * np.ones((1, n_trials, 2))\n", "\n", "other_signals = (n_signals + 1) // 2\n", "n_other_signals = n_signals - other_signals\n", "phase_offset = np.random.uniform(\n", " -np.pi, np.pi, size=(n_time_samples, n_trials, n_other_signals)\n", ")\n", "phase_offset[np.where(time > 1.5), :] = np.pi / 2\n", "signal[:, :, other_signals:] = np.sin(\n", " (2 * np.pi * time[:, np.newaxis, np.newaxis] * frequency_of_interest) + phase_offset\n", ")\n", "noise = np.random.normal(10, 7, signal.shape)\n", "\n", "\n", "multitaper = Multitaper(\n", " prepare_time_series(signal + noise),\n", " sampling_frequency=sampling_frequency,\n", " time_halfbandwidth_product=time_halfbandwidth_product,\n", " time_window_duration=0.080,\n", " time_window_step=0.080,\n", " start_time=time[0],\n", ")\n", "connectivity = Connectivity.from_multitaper(multitaper)\n", "\n", "global_coherence, unnormalized_global_coherence = connectivity.global_coherence()\n", "print(global_coherence.shape) # n_time, n_frequencies, n_components\n", "\n", "# Extract non-negative frequencies (first N//2+1 frequencies)\n", "n_nonneg_freqs = len(connectivity.frequencies)\n", "global_coherence_nonneg = global_coherence[:, :n_nonneg_freqs, 0].T # (freqs, time)\n", "\n", "time_grid, freq_grid = np.meshgrid(\n", " np.append(connectivity.time, time_extent[-1]),\n", " np.append(\n", " connectivity.frequencies, connectivity.frequencies[-1]\n", " ), # Add edge for pcolormesh\n", ")\n", "plt.figure()\n", "plt.pcolormesh(\n", " time_grid,\n", " freq_grid,\n", " global_coherence_nonneg,\n", " shading=\"flat\",\n", ")\n", "plt.title(\"Global Coherence (1st component)\")\n", "plt.xlabel(\"Time [s]\")\n", "plt.ylabel(\"Frequency [Hz]\")" ] }, { "cell_type": "markdown", "metadata": { "pycharm": { "is_executing": true, "name": "#%% md\n" } }, "source": [ "## Xarray interface\n", "\n", "The xarray interface provides three things:\n", "1. a nicely labeled output for the connectivity dimensions\n", "2. a unified way of estimating the spectral power and connectivity together.\n", "3. easy and quick plotting" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false }, "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/html": [ "
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       "      shape=(30, 61, 6, 6))\n",
       "Coordinates:\n",
       "  * time       (time) float64 240B 0.0 0.08 0.16 0.24 ... 2.08 2.16 2.24 2.32\n",
       "  * frequency  (frequency) float64 488B 0.0 12.5 25.0 37.5 ... 725.0 737.5 750.0\n",
       "  * source     (source) <U1 24B '0' '1' '2' '3' '4' '5'\n",
       "  * target     (target) <U1 24B '0' '1' '2' '3' '4' '5'\n",
       "Attributes: (12/16)\n",
       "    mt_detrend_type:                constant\n",
       "    mt_frequency_resolution:        50.0\n",
       "    mt_is_low_bias:                 True\n",
       "    mt_n_fft_samples:               120\n",
       "    mt_n_signals:                   6\n",
       "    mt_n_tapers:                    3\n",
       "    ...                             ...\n",
       "    mt_sampling_frequency:          1500\n",
       "    mt_start_time:                  0\n",
       "    mt_summarize_parameters:        <bound method Multitaper.summarize_parame...\n",
       "    mt_time_halfbandwidth_product:  2\n",
       "    mt_time_window_duration:        0.08\n",
       "    mt_time_window_step:            0.08
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1.28918073e-02,\n", "...\n", " [5.01858365e-03, 2.27267564e-03, 1.13567918e-03,\n", " nan, 5.90555481e-04, 1.23487106e-02],\n", " [1.38762066e-02, 4.13196084e-03, 4.23298873e-03,\n", " 5.90555481e-04, nan, 8.10007719e-03],\n", " [3.16456803e-03, 4.88729530e-04, 1.09069202e-03,\n", " 1.23487106e-02, 8.10007719e-03, nan]],\n", "\n", " [[ nan, 7.76746607e-03, 6.27361630e-03,\n", " 6.40287465e-03, 8.90128244e-03, 5.96959242e-04],\n", " [7.76746607e-03, nan, 4.77221447e-04,\n", " 1.20390681e-03, 5.20644907e-03, 3.40699722e-05],\n", " [6.27361630e-03, 4.77221447e-04, nan,\n", " 9.03598231e-07, 2.13567259e-03, 1.54998485e-05],\n", " [6.40287465e-03, 1.20390681e-03, 9.03598231e-07,\n", " nan, 2.76771929e-04, 4.57488925e-03],\n", " [8.90128244e-03, 5.20644907e-03, 2.13567259e-03,\n", " 2.76771929e-04, nan, 7.53194350e-04],\n", " [5.96959242e-04, 3.40699722e-05, 1.54998485e-05,\n", " 4.57488925e-03, 7.53194350e-04, nan]]]],\n", " shape=(30, 61, 6, 6))\n", "Coordinates:\n", " * time (time) float64 240B 0.0 0.08 0.16 0.24 ... 2.08 2.16 2.24 2.32\n", " * frequency (frequency) float64 488B 0.0 12.5 25.0 37.5 ... 725.0 737.5 750.0\n", " * source (source) " ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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YRMkoNFXhcUrSFP48+ao7w/ksiXJtTNWG83dsMVwP3Dz3r+3opNgSwxPTtgQXBNlYZmw8en9QlpJWV9G40U0oAeHoXgLapXy7oI+h1VW7anl44bZuWBatG/UxtPZlYjF+RtKIrm2QI6hSsssE5Ke6RpyfaiZBG2FxP9CCe4sswTnsErjnWZeIKBGos5FNTUsWuM1Z8PyhuCR8LgvgWYr2PMUubYNlBdxXRclMS5eFj3myNZyfqYH9Re3aRhm7yrVtQF6oNsYpdLTDsgY98yriPpUBmbBa9i98xgeeO+VQXuwwvrfAvD2lHUd9BdccPn8urWBmGtECwpdpRERERERERERERERUlpwz+Q/NDx7LBT7N4/XXXy9r1qyR6upqOe200+S+++472LtEREREREREREREREREZW5BvEz75je/KZdeeql8+MMflgcffFD++I//WM455xzp7e092LtGREREREREREREREREZWxBvEz7zGc+I+94xzvkggsukOOPP15uvPFGqa2tla9+9asHe9eIiIiIiIiIiIiIiIiojJV9ZtrU1JQ88MADcsUVV8z8nbVWzj77bLnnnntmt7I/fqZIUiIIfgqHbsqGcEh6sXcIlwXBmoUjV8OiKQhnTxaFg5U9hwKrUUElCNSu6IgOky9u3BRcVuhYCsu6HeFk3nR4GJYtHB0OMs824312IGC20I3PfQbCkbP+fljWbOsKLsMxrz4kFoRFbw2v1yuA8Gs3gD9voTUQApxNieDcbCI6DLliUVype06C70MGhHdbJQi7uK0zvN4kHMyer7s+vN3iwGB4vUoYeQraVi3Y2xTDy7PuPlg2m5wILrO1tbBsCsLo7UnHwrLym5HgotonB2DRIujbyDIcvi694ftuUbknJ62gz1XAXe10LBySnjQ04LKgH6GF3LuK0tezs/g6ny1bVSXWlO53ZFtAErvL4HrT7t7oOuUmJqOu+2zHDrheWC8W4XOZLHpmcJkZHI3uT5pCBSyL2pCdq5th2ar14X67aO3l2o3RZSdba4LLqrdUwbKJDd8/MtBueXZJa7js9oHocRc6f/l2/+NBOST09PlBxD5/XRwOt9m5008MLrK94fuQG98RP5ZF9wJ/HbQvCS4bevEaWHbRz8LXfTo2BssKWK71McSE27VUOVZo3a6xDm+3+ejgosb/2gCLFvu2R9/fJAX3AK0fWBNuI9JHnsDbBfeepEl5vrIz/DzCKs9mQufIuPm9J+/6fKU/4/BzwuP8um3hz+amcH0zjeBcT07Bshm6tkdwfRt+8argssb7HoZlC0sWg52CT8ukOBTuMxbW4Od7xU1bovs2haOPCC8cws/DbH24HUiHlOeZ08Xodi2bCp//ArjnehOrwn2U6nX4+S3qz2n9pqyrJ7jMFsJ1yPhnXkS0YJT9y7Tt27dLmqbS3r73QxL/58cee6xkmcnJyfxnt5ERZRBARIcc1mOihYF1maj8sR4TLQysy0Tlj/WYiIjowFkQ0zzO1jXXXCNNTU0zPytXrjzYu0REs8R6TLQwsC4TlT/WY6KFgXWZqPyxHhMRER04Zf/NtMWLF0uSJNLTs/fXbf2fly4tPTWgnxLy0ksvnfnz8PCwrFq1SorpZNS0UOLCX9lN3XT8+8wsPA2Ntm6nfI24qO5X5PtXsM/asXBoufJ53FzOQeC855tV9zn8NX+nnD+0bm27Rpn+CJeNX68Bnwmdg11lS39lvvj7c4uO5WzqMX/zjujg2F335qsuFwNtitbWWHC/yJSyqO3V2kcbeR8yzkTfd53TpnkMT1ln5nAs7FzKgnuu1hdwStniHMqi6Ve0PhNatzatC9xn5Tij68oqU0OZwD7v7gvPXz0Gxw71oZRrG/ZHtb4M2K7W/4J7BM5X6HjvD9T30vu5uN+OjnMRtB9eAs9tesD6sWi/dvcpg7s1h/pmwXmYy73FKveA2GuyKNNPyz1ZHWeB8wXrjMPX7lzqKmqzi9P4ui+C6yB+fK3XCbjPcxg36vdkG9Xf0vZLq2+orqK6qK1bvV7BsZrTPqvHeQoew3mrx75dcLO/9lG7qz8DiH/kCNtWbTroKfB5tOsAXdvaNI/wmVZ8P1YbL8B+rnpvLB6Q55lqu4b6Clr7AvsCcznOsCg8D6ht2r1Ps63LNHuZM/kPzQ8ey9KMWwC1+bTTTpPnPve58vd///f5n7MsyzsL73rXu+Sv//qv1fJbt27lb+sQHWRbtmyRFStWRJdnPSY6NLAuE5U/1mOihYF1maj8sR4TLQxzrcuEf7HXfxP31G+/Vwp1OEOX9l9xfFLuP/dz+S9lNDY2HuzdOWSU/TfTPP9bN+eff76ceuqp+Uu1z33uczI+Pi4XXHDBfpVftmxZ3qg1NDTI6Oho3tHwfy63C8U3Htz3px/3fW78+3xf73w9nIs967Ex5pD4bLHKdd/Ldb897vuhWZd5Tz44uO+H737znryvct33ct1vj/s+d7wnH5rnJQb3/fDdb96T91Wu+16u++1x3w+dukxEh4YF8TLtjW98o/T19cmHPvQh6e7ulpNOOknuuOMOaW9v36/y1tqZ3w7wnQvPN7TldqPYjft+cHDf4/nfIJmrPevxofTZ5qJc971c99vjvh9adZn35IOL+3547jfvyaWV676X63573Pe54T15X9z3g6Nc9/1Q2G/ek0sr130v1/32uO8Hvy4T0aFhQbxM8/yUjv6HiIiIiIiIiIiIiIiIaL7gZF8iIiIiIiIiIiIiIiKiwxhfpj1FVVWVfPjDH87/W2647wcH9/3QVM6frVz3vVz32+O+H5rK+bNx3w+Oct33ct3vw+Hzleu+l+t+e9z3Q1M5fzbu+8FRrvtervt9OHy+ct33ct1vj/tORLQ343wSIhERERERERERERERUZkYGRnJc+lO+db7pFDHl6fzpTg+KQ+c91kZHh4+6LmDhxJ+M42IiIiIiIiIiIiIiIgogC/TiIiIiIiIiIiIiIiIiAL4Mo2IiIiIiIiIiIiIiIgogC/TiIiIiIiIiIiIiIiIiAL4Mo2IiIiIiIiIiIiIiIgooBBaQEREREREREREREREdChzzkjmzMHejQV1PGlf/GYaERERERERERERERERUQBfphEREREREREREREREREF8GUaERERERERERERERERUQBfphEREREREREREREREREF8GUaERERERERERERERERUQBfphEREREREREREREREREFFEILiIiIiIiIiIiIiIiIDmXO//j/R/OCh7I0fjONiIiIiIiIiIiIiIiIKIDfTBORLMuks7NTGhoaxBhzsHeH6LDinJPR0VFZtmyZWBv/fp/1mOjgYl0mKn+sx0QLA+syUfljPSZaGOarLhPRoYEv00TyjsXKlSsP9m4QHda2bNkiK1asiC7Pekx0aGBdJip/rMdECwPrMlH5Yz0mWhjmWpeJ6NDAl2ki+W/oeC+qe4MUTMU+y7OJKVjepWlwWWHFUli2uKVTDgRT2Pdz7MnW1QSXpcMjwWVJUyNcLypra8PbzD1zTXjZ2o2wqK2vDy4r9vbh7Zr43wwxSRJeVomrV7ZjZ/R24T67LPraMAk+FtnUdHCZrcCf17YsKvn3xWxK/qP3azP1MNbu8mfKK6Ug+PovuX9VVXC5AZ9v+qSjYdnCfb8Lb7d9MSybLW4Kl93UE1xWHBiA6y2+9OTgssJPHoq+/rTrQMA1lu2cgEULLS3hhfW4fcm2g+NRTHHZqfA9wJ50HCxrporBZQ60H3nZrd3BZTufexQsW/nDB4LLRv/subBsw233S4yim5ZfyPfnrS77wUZjI77nENH8GhkZyR+4zVc9fvHSC6RgK0v+m7Qn3D9zmTJDv9LXib2HGRv/G/u2pjq83vY2XHh0LL4fizz3BLjYPBDun5iq0udtt2znZPT4R4rh89f/klWwaNMt90Xfk23PYHiXunth2cLKjnDZzdtg2ei+TT4O3Rk1liiKvyffftD717G0frld1BxcVgRti5c0h/sWoy/Affr6O34TXng87pvJ4+HxrG1fAosWN24NLiuswQ9m3eBwcJmpxPW82NcvsZL62uCyFLR5ednjjwkuM8qzmeL6TVHtdL58Gajn6zbgsuBYau2pC4yxfd/651Pfmbd6/MLK15d83pXvY3W4zpm28HjVKW0nelamjcEEfIvOFYvx21UU2sL1Me3HY2zbGD5X6eBQ9LOlOVGed6FnQNpxTtaE79muJ/7aCNWJ/alTtin8/MQrdoXH2AfqOdx83ZOJ6NDAl2n5PXrXTdp3LApm30Y5M3hA70CDWrB4ICCBzsxcGWW9tsTn3J+yCSinlUXb3LVy0LlVytrAg5r9OsZzeZlmwMs0ZbuZwR2T+H1WXqaB/UKfJ18zeMZkTSH+HO1RD+dcj8XX44iXaeq1Hf58roAHZmh/rNJGZKBezOm6B/usHj/0Mk25DgRcY5nBg57QA9ldG1aOIzq/Sl1E9wCbVEUPitSXaeDzFirir7m5lFW5+avL/kUaX6YRHRzzdk+2lcG+MOqPOKXvrfV1ol+mzeFzw761cq8QCx4Oz6VNVvonuE+ovEwzWfz4x4bv90nlHPpUynGeS78JfqY5nCPYt1H6RnAs4Q6N/nUsrV8+l3OZHKD+lWj1HHwmbTyAPpNW3xxqm5Trby7XNnpuoI2TE3As1V96mMPzCNiGqM9X4ttTp9TTeavHgeddu/5N3D0MXV+7loPxnfY8BNyvtWOGntHNpV1Wn7PNoaz2LOaAvUwD29WOc3KArg2nVXPYnh64di36Odw83ZOJ6NDAyVqJiIiIiIiIiIiIiIgoyvXXXy9r1qyR6upqOe200+S++8KzSni33XabHHvssfm/P/HEE+X222/f59/87ne/kz/90z+VpqYmqaurk+c85zmyefNmOVj4zbQ9mCWtYkr8ZleiTD0GvyasTFEBv+GhTLsApx5rDE97mJsO/xZQAqZMFOXr8nDaQyVo02wNfw28qJwDu6Q1uCwJTC84A3yFPNuJp2J0xXDZBEyHkJednIye3ghOUZFm0ftstN8GXgymogHXY77dwJQqLp0UmcM37UvWqUC9smD6CjQlQ66+LrioMIKvzwzUt2xzeNoWz3SGp3J04DrQ2g8HfqszaW6OnlahqEznYKuqo5blKiuip1hKFoWne0gHduCyYDoGM4rPvYC2yyjtWjYebn9q7nkClk3BvaXpd8N4u2AZ+m1g43+FMH5GFSJagNLe/uBvYqtTOcb2N5WpzrPJcNtra8J9YAfu5fl2Ub8P9Pk06B7kpaOj4bLaPao2PA2bOBd9DlLQd8lXDcYTrQ81R9/fbBeeki5dHp66y/aHp4DMgfNv0XFUjiUaD3imoiJu6na/yTlMgvFUyaLmkt/oMso3HlAEAKR8+ygF0w8moM/uZSPhKQZru3CdQe1Wolx/aEYC17v9gE1tm42NB5clTbh9gf0+bYr8hnB7apWp48xIeJ93HheeitGrQNMxKvedDIwnbA2eUh4dD6f0+U1gTGecFYm/fZTcTugbPQ6N5QvgG91gfJ0vL4QfOWZDeEwC92kO985sBx77ZSPh+6rGtIafl1gwttP6J9r4HN5LlGd46LmiCkw3nI4rY+y62uhvFqJ4CG2KSPTMQZ0eFLXF5um7J1NYJib/P5q/4zkb3/zmN+XSSy+VG2+8MX+R9rnPfU7OOeccWbt2rbS17Tvt/d133y1//ud/Ltdcc428+tWvlltuuUVe97rXyYMPPignnLBruvp169bJmWeeKRdeeKF89KMfzWcveuSRR/KXbwcLv5lGREREREREREREREREs/aZz3xG3vGOd8gFF1wgxx9/fP5Srba2Vr761a+W/Pef//zn5eUvf7lcdtllctxxx8nVV18tz372s+WLX/zizL/5m7/5G3nlK18p1113nZx88sly1FFH5d9SK/Vy7unCl2lEREREREREREREREQ0K1NTU/LAAw/I2WefPfN31tr8z/fcc0/JMv7v9/z3nv8m2+5/n2WZ/Pu//7s84xnPyP/ev0Dz33j77ne/KwcTX6YRERERERERERERERHRjJGRkb1+JktMLbt9+3ZJ01Ta29v3+nv/5+7u0tk+/u/Rv+/t7ZWxsTG59tpr82+w/ehHP5LXv/71cu6558rPfvYzOViYmbaHrLtXslJzSBs8Ryiar9514cyAwrKlwWXFbZ2wLMo2y7T56cEcxHOZGx3NMaxlTQiYU1nLf0KfR9qX4KJoLudObZJy8HmVubZhzoGyVZQ/55TMNHSstNwGNwDyIsC8+HnZTaWzwZybwxzdpfajskJsxFzwbhLvRwayNLIzds3lG1IA2Q3anO1ICjIQbAVu3qvvfiwq4yDfrpbrAFiUuzeN5zcvdvdGf17UdqHcF21Odgv2KV83aruUnAoBOThq9gJqx5/cEj0XvKmswXPB4ygAIjrM+H6hlnsRtV6UW9SOM2vtRLivUwQ5TBoD+glmUXN0ppZZHh4r5MufBPeDLTiUFvX71D4/yuBV7qvwPtOHs8vQ/R71E7wCyFEpKpkxtiHcl9OucNSHTHeG87u0PDZ0DpzDfarZ8tewSfa9JpxyzC3IxMnQGOzYI/D+PAZysZScbnTc7AO/w2VRXo6SA4bGybC/qNUpZbsoM1qTHLE6vNkn18OyKEvLNoezjPN1g0zpym1dsKwF2VLp0BAsW2gPTxnlQDbUruXgWYaWfRnYr2ye6/Gue42b/Zj00SeDiwpHrcHbBOM7q9wbs+3gngyy2LRxsiYBuWfFrdvi8x7/6Chc9sFHgosMyA7Xrj9R7skG9KnUDDHQp1L7Aug5q5YTCZcrnxfkzhslLxbtM+xT+f1lZhqVsZUrV+715w9/+MPykY985IBv138zzXvta18r73vf+/L/fdJJJ+VZa34KyRe96EVyMPBlGhEREREREREREREREc3YsmWLNDY2zvy5qsQv3S1evFiSJJGenr2/VOT/vHRp6V8O9H+P/r1fZ6FQyPPX9uTz1X7xi1/IwcJpHomIiIiIiIiIiIiIqCw5Z/gzzz+ef5G2509ViZdplZWVcsopp8hdd9211zfL/J/POOOMkufL//2e/9678847Z/69X+dznvMcWbt27V7/5vHHH5fVq8Pfnj/Q+M00IiIiIiIiIiIiIiIimrVLL71Uzj//fDn11FPluc99rnzuc5+T8fFxueCCC/Llb3vb22T58uVyzTXX5H++5JJL8qkaP/3pT8urXvUqufXWW+X++++XL3/5yzPrvOyyy+SNb3yjvPCFL5SXvOQlcscdd8j3vvc9+Y//+I+D9jn5Mo2IiIiIiIiIiIiIiIhm7Y1vfKP09fXJhz70Ienu7s7zzfzLr/b29nz55s2bxe6Rbfu85z1PbrnlFrnyyivlf//v/y3HHHOMfPe735UTTjhh5t+8/vWvz/PR/Au497znPfLMZz5TvvWtb8mZZ54pBwtfpu3BVFeLsSXCf0FYtRYymqJgZR+NCYJTrRZEDIIznbbdelBW+7xwp8Izh9r6cHC3Fghsm/4wN2tJo+HwbteKA3+zx9cFlyUgwFjbZy2sNQNB5yhcXYNCtTXZFN5nGCJbgUNxny7Z1LRkZvYB3FogNbq2k5FJXLQxfA0a5TqBQbbgfKhhwWC5Q2HPCjVoOAGzC9fgumoG5tBGlPga+v6WNSCEOlNC0FEovNk5AYtOvPSPg8uq7nwQljWFcH10SlA9OocG3JeMz2vG2exEdJgx1ogJhLU7EHivBc/DPvI4bohQG4jWi/rdXjo8ElxWqMJ9+gz0Y61z8fdddM/1250OH4tEGYcUWluDy4r9uB+BjrMbG5dYyaImuDwbHY3uv7g+8Jnal+CyvduDy5IGpe8D+iiwj+jrkNIVnBV/jdp9xy4OjGc8u6wjuMzsDNdV2z0A11ucCH/2Qnsb3idQVhtHof5VsW97dNlM6RPOpc44UM9lOFwnPLN0SXSdMQ314X3qH4RlYb1Q2kQHjqV2bcBnKIF72QxwPNRx5iEAXZ/wnrwD33MzMK6E/QBlPKvl1aDnKep2h4bjjpP/vLXhujq9CPcjCmjdyj1ZwHPFbMeO+PZFuY/A+z14fpIvBttNlD4X6sulA7h9MbU1wWXZoFJX0TMW9HmVdotoIXnXu96V/5RS6ttkb3jDG/If5C//8i/zn0MFM9OIiIiIiIiIiIiIiIiIDsWXaWvWrMl/W/WpPxdffHG+fGJiIv/fra2tUl9fL+edd5709PTstQ7/FUE/r2Ztba20tbXlc2kWld+6JyIiIiIiIiIiIiIiIjrkX6b96le/kq6urpmfO++8M//73V/ve9/73peHyt12223ys5/9TDo7O+Xcc8+dKZ+maf4ibWpqSu6++265+eab5Wtf+1o+NycRERERERERERERERFRWWemLVmy9xzc1157rRx11FHyohe9SIaHh+UrX/lKHkT30pe+NF9+0003yXHHHSf33nuvnH766fKjH/1IHn30Ufnxj3+ch9n5YLurr75aLr/8cvnIRz4ildq8wk81PV1yLux0LJxjoM2NW1i5DBbNunvDq53t/s8iawLOy47KKtkLaO50ba7muUBzNRdacO6Zq6mJzhZKFoO8CJCPsDtHJLzi+DnoDZoXP88GrIqaP9ordnWHFyp5ILautvTfZwWRebw0/DVoTOnjZ2tL70NOmzsdZSg8sRGWzcAc2RbkqeXA9ZmhjASH5/W3beEMhOKmLfHXrjI3egoyxpIVuL00lSBrQstYUXIk4XbhcVauG5TL4e85wMBx4c/bset3T4KyyXAbn9SH2498v8CydDicIZC6OeRtEtHC5O8JofvCHNoMmHUJ+kg5kNWD7vW2SsnmBIoob0vJdtFymGxVdXTfBmZkKv2TDGXKaPljaL/mkt2sQVmzU0rWHuoLKHlXqN+kjTVQvwmN2ZwWdDNL+XVoKmad8Z319gWXGZBnK6DPp23XjYTzC9XxbIr7sbZ9cXBZtqUTl0VjMCW/F2Z5afUcHEunjM9RXjE8f1qGE8jL09p4LQ8JrrcBjzVkMpwBqOYDgnGm057rZKXrsnVTIjjWblZMS7MYW/q8GTAuQc9x3AjeQZjjrYwbk8Dzg3y9gWP2h3/gotv7bGd43UnLIlz2kSeDywonHwvL2kal/3KAoHsyHPfnZe2ByTE99ii83cfWweW4sItu12A7gO7nzEx72mTOiFGehdHsjicdwplp/ttl//zP/5wHyvmpHh944AGZnp6Ws88+e+bfHHvssbJq1Sq555578j/7/5544on5i7TdzjnnHBkZGZFHHnkkuK3Jycn83+z5Q0TlhfWYaGFgXSYqf6zHRAsD6zJR+WM9JiIiOgxepn33u9+VoaEhefvb357/ubu7O/9mWXPz3t8q8i/O/LLd/2bPF2m7l+9eFnLNNddIU1PTzM/KlSsPwCciogOJ9ZhoYWBdJip/rMdECwPrMlH5Yz0mIiI6DF6m+SkdX/GKV8iyZcpX7+fBFVdckU8juftnyxY8pRkRHXpYj4kWBtZlovLHeky0MLAuE5U/1mMiIqIFmpm226ZNm/Lcs29/+9szf7d06dJ86kf/bbU9v53W09OTL9v9b+6777691uWX714WUlVVlf8QUfliPSZaGFiXicof6zHRwsC6TFT+WI+JiIgW+Mu0m266Sdra2uRVr3rVzN+dcsopUlFRIXfddZecd955+d+tXbtWNm/eLGeccUb+Z//fj3/849Lb25uX9+68805pbGyU448/ftb74aaL4kqEoMJg7/wfgFBpEJrqZSDA0qCw1jwIeywqAFcLwLQd7eFiILQ9l4bDWrOJSVi0sKQ1OrgdhdeOPzO8Xq9mU/xvapnmcDiyFsg9FxkKgwYh9l4KQoILDTj0NmkKh8i6WtxhzzZvK70/bn6D5l1xWkIZmelQ+LglrS3RdSYPZY+8Pu2y8Iv/fN3rN4F9UoKXAbc1HJI+p2tXCSlG7UDWqxzHOUDtWnHdBljWnRAOQE6UdjobHo1qL72a/vA1l7QtkVjpHNrTpAEEgc9zSDoRlT9bUyXWlL6npKPh+79JErzi2prgIqe0cQ4ExCctiyRWYXG4H5EO4P6zBW16tq0Lls0mJ8LrVfoJyYrwjCDFOfSPC0euhsvhfVfZZ5eF741mJDw2UvvI4N7nZdPh68YqZQVcz9r4CNUFB7sgViR8qGat0NIiBbtvXc5G8Y0/2wmuT3A+zI6dcL22qSG4rNjbB8sW2nc9NyglA+OkfHlPuK9aWIln2HGNdeGF08q4fzA8hnFTeCyVtIbbtXRsHJa1JtyvN1a57sG516SDw9FlTaEi+v6QgecrTns2A86DrQfn3gvVc6fcC2fJ1dWIS2b/ks3W1MRvE7TZhSNX4LLg2ZNT2h7tfMW2u8XtA7AsbAe6BqLvFeky5VlFV/eBGdubCrwYjP2N8kwyGw5n+dk+5bkjeFms3ZPRdgX0ET0DjqVDfVd8wyaiMnPQX6ZlWZa/TDv//POlUPjD7vi5nS+88EK59NJLpaWlJX9B9u53vzt/gXb66afn/+ZlL3tZ/tLsrW99q1x33XV5TtqVV14pF198MX8Th4iIiIiIiIiIiIiIiMr/ZZqf3tF/2+wv//Iv91n22c9+Vqy1+TfTJicn5ZxzzpEbbrhhZnmSJPL9739fLrroovwlW11dXf5S7qqrrnqaPwURERERERERERERET3d/IRSYFIpmiUey0P0ZZr/dpkLnJ3q6mq5/vrr85+Q1atXy+23334A95CIiIiIiIiIiIiIiIgOVwf9ZdqhJJuclMxks54jOtsZntO9MATm483zZxqiMh3y5WC7WhYPzCMYHYvK29Jo+RcOzKuO5mJWt1vEr9LRXM5on/LlIA8J5eFpnykBc/nn60bzh2dKPkZTY/SvHTjwmexg3Lzlbp7njw5lOmj775RshnR8R3TGCpz3X8nKQHOco5wULfvDZ8vF1lUL8g2dkr0goN2ySmafgNwGNzkVXVb7vEk/yGBB9ckDx0PLuGjYCM6vko1Y3LxVooFrx4DPa7JJZqYR0V7SsR1iTOm2Lqmvj7rneg5lx1bjqd6NDffrM9AHdpP4fh2bGZNvF+X4KBliKB/ILmqOzmGyNUpmNOgzZltK5+Tu131X6b/Ymoroc4TyyRIl59pna8f0i7y0uzf6OMN8FpRH5k9P/CVbYoWmZC6uUaIVDLj20VhJy/hJu3uCywqt+HwUQUYvyvDW8tislhEGMtNGj8fbre8GOXDKMwP0ea3SXhZ7wtdu0twc3UagdmvXhsE4pRI/m0HjCS1PDz6bUfrtaFxmGuvjninM81cCTO+AmMA4OUOfD9yHMuX+hto4dA/yUpBtpT4fQuMZLZd1j/iZWedxgfYetefaOCvZgq9dAfWxqOW2nnxccJn7zeN4u0VwbfTjjDh0/0iVugoz6ZX7KsryRM9IcqAvgK5J55T1ElFZUVJjiYiIiIiIiIiIiIiIiA5ffJlGREREREREREREREREFMCXaUREREREREREREREREQBzEx76ry7JebeNUetwsV+92R85haa2/+4o/F2f7s2uMy24DnMU5DNkI2E8yKSRU1wvSgvyTbjsijnzWgZCGDO/doNeI7oIpiLW/u86nzbsWWn8ZzKBuQloTyIfPkOkP3VoWS1besMLrMTOGui0LY4sNIpkfDU4rOWrlkqJik9T7Z5JFxXbX04xyA3Fq4XphrPy20rQG4WuP5yCZgPHOT9zWWOfdsYzgvIVw2uIdMeOM+7gc+Lsmry/QLZdCnIg/AKi1skVropnD+WrFkJyxoLfmelEudFVHaCrL0KXFbL+oQC+Ya7VozyCeKzLYloYbI1VWJN5axz0bS8JAT1Y/N1o+wacO8MZb/OrLcK5MIoObowA1UB+y9Kjq6pAnlcSn8S3Q+0YwUz5LRcESVDDimAfkQ2ikM/7eLWqH6Res0peUPp0FBU7pSbw3Eqpbi93w9A5nUsVGhbElyWKRk/6BpDOUtqng7ISppr/8pMhK/t+p+ujV+vsk+Fpoq4XOd85aAfq9Rz1M9V2zywXS2rOmsPL7dDyucFtCwleG0o7Wk6XHq/0nnOWcoz40rUYy0DD7aPSlsDs+aU8SrMMFTGQmlPOHPLKGMwmFWpPJeyHcuCy4rrN+KyqK8whzx0NZtzfTjn1LYq2fD9g9HPpQrLlgaXFcFzp99vObjE1OBnoejZYrIaj+1RXUYZk84p7SXNG+dM/kPzg8eyNH4zjYiIiIiIiIiIiIiIiCiAL9OIiIiIiIiIiIiIiIiIAvgyjYiIiIiIiIiIiIiIiCiAL9OIiIiIiIiIiIiIiIiIAnDC7mHGBygbs2+IsunHQbUo/FkN5kUhx0l80F/WPxAdUIoCWdVQ9+qq8DZ37IRlDQg3NVroOwi/zrbg8FJbEV8NMhRwrYTx2iNWBZel6zZFh24XjlwNy6YbN0dfc0lDQ3iflrfBsmYscP6z+ODyUpKhHZIkpY9PhkLelRBjFPrrRnBovaBwdjOHQM9iMbjINjfBoqg+OiUs2O0EZVd2wLKFxS3BZcW+7bCsLTZE17esszu83qZGWNbtDIeku75+WNa0hAOQDVivlzWGg8zN40obMQ2ujfo6WDZF7Vpr+Fhl6aTIFrhqIjrMGGvFhO6foN1G/VTPgrY16+2DZVFfNpuaCm+ztjb6nqz2CcG6sx07YNl0aCi4rNDaCss6l0bvs4Citr4el03A73OmynZBvwnev5T+s12G+y9uMHycDyRbVR1XT7TzN9v9qKwUa/btK5uacF9lv8bCAaamGu8P6tPbOfSt62qjx41ZC+in+lPym7XBZaayEm+3AdQppV8noL+ZrFoOi2Zbw+NoA8b9Xrot3PfWGHQOncPHqjv8HCQD4zkvHRuP2yflWndT+J5WOPrIwDonRdbLvLE11WJN5azvYUnbkuCyVLnnwns9uOfmy8G165/dxTLauB9cY7AuKscRPjec6zOD1Eb3IxIL6oXyTMHWT0WfXwHLtWMF739amzg0HN8HAeff9A+Gl/lLCnQTiai88JtpRERERERERERERERERAH8ZhoREREREREREREREZUl50z+Q/ODx7I0fjONiIiIiIiIiIiIiIiIKIDfTNuDqfCZafseEjeJ84NQxphZpOQWdfcGlxXr8dzpBTSPsDKnd2HJ4uCydGAwKmvAM61Lw+sFc657yY7q6HnztYyE2Hm8zYgyJzuYV98qc7LH7pOmuH5TdK6d2anMa90azruSHpwdVewpfa0XHZ5DftZ8fpmdnH29UOYhLywLX9uZkqNhl4QzS9JtXbCsqQqfrwzkYrlVS/E+rd0YXu/YWHR+nHkivN58v9Cc7EqdQccZZYpoWQVavlw6OByX2eE/EpizXctPkEfWhZcpbaI4nFEZnSOJmqb5jWchogXAdLSLSUrfx+yGcIarlsNUBP3nRMk8QpkkFmR5aflAMh1eb6LkIWUgq1TLhUG5IhnI/8nL1oFsTiVzBN7fBnC/yE2jrC8X3adKlHFKNgoybpVjlbSHM4OK25QxTnNz3D4pUNaedVMi8aveVyHxF9u+f68cczR2dMOj0WPOZFl7cFlRyctG2VdobJ4vPyaceW2mlesPfCaj9CczlPGj1XPUdrXiPjDUiDPiDMin1PLHYIYcaj/8sRoP50PZJrzPFrQ/WnuagUxp7fwmoXY+U8bmTxeY5YXHb1pdjpW1teBzifLWlHFUthSse/02XBbc/+Z0LJ59LFzsfvVI9KrRtZtU4/6LqQX9NaWeo+eOyXKcYwrbeaW+wetZOUfFtnB+uNmQPW05pkR0cPGbaUREREREREREREREREQBfJlGREREREREREREREREFMCXaUREREREREREREREREQBzEzbU5qJmBJz5GqZOGCeYAfmCs8VwqegctN2WBTNumvAer10NZiDGM1dDOb8z9e7dFF4n7r7YFmpqIieu9iCedWzqakDVtaB5a6ozOdeXx2fjwEWoxwtz6KMix7lHK1ZHt6ukon3dEkHh8SY0teSra8Pl+vugetFZbXsq+LmrdHzzFtQL2wxfK7NerDNvLCNns+9sCRczzOtzUPXtjKXOMpPMEpug4AMnWzTFlg0QbkxSraLgBwcB+an1+qy0dpEeL0qbSLI1CzWgmye4oHJRCCihckubYvKUsrLKhlksVnH6XA4lyhRMtOyHeGcnqmznw3L1ty/Pj6nZ3Iiuo9RaAzfK7TxT7Z9IKqv6TmU/6SMYcSCfgTKZVVYdCz8PqPzoOUkg9wYlHuWrxocy7Q33G/P5jmT2FbXiLWVs+9TtIT7jCkYd2hjobSzJ7osXK9S3woD4X5uUelPqtcJgPrmVsmYdCg7qlPJiAPtgANtQL5u0GaittazqB0An2e/+uYI+LwoxzpfPofnAhI6VvMcs2SbmkrW43xTqF0G9zct/84Vs+jMa5httkl59gDqTDY8AotatF2UEZb3X/C1jSTtIKNdyWR0YBydNDVF94uyWtzfck9ujzuO2jMHpZ7DZ3jg3qg+KwXPV/J1V4TbcYsyQh3HyUQLCV+mERERERERERERERFRWcqcEePwS36a3fGkfXGaRyIiIiIiIiIiIiIiIqIAvkwjIiIiIiIiIiIiIiIiCuDLNCIiIiIiIiIiIiIiIqIAZqbtwdTViikVrDwxicu1NIeXKdvMRsMB625oJD6IuGUJLJuM7gwuK4L1os+a75MBnxgFjPqy4+FgW8my6NDUpAJf5tnO8LEorFqBy/Zsjw4plkfXBRdNvPSPYdHqnz4cH9i9uiO4zD6xGZbNfvdkdPi1VJYOdnfZlMigzBv/+Y0pfQzcdDj82RTC11BeFoRKJ22LYdliVzgkfS5sR3twWbqtG5ZNViwLL1PqqoDAX1OHrwMt8BlJQRthwfnJl1sbFa6em8T3ACQdG4uvM9PhAOREaYuz0bGoNi/fr8UtwWWFbf1go/HHiYgWKN+XLdG39rLhcB/YNjfC1aK+uQNtp2eqlDY/VG5JK1xuwXarO8Of1UuHhoLLkjbcp5eh4ai+S77dgXAHzIB7vbZup/RFxczh9znHx8OrbWrAZcE9OR0MH8d83RaMcRwep8hUuP/ptDEO+Eyuuze8zMVd50FN9SJ237GNUcZZUkzjxrL1dXC1tqY6vN6x8DXiZTsngssKSj13g+G6arU6Az5vptTVQsuiqPZD6+cmWl0F13aGxu5+3a3hfRZc3cSBvrddGh7/eGlnd/Q4WcCzDNOuPF8BdUFrX7K+0s8UMhduO2Kk2wfEGDzmLcXUxF3X2hjbomvEr3txeLyTPRp+LqFdu8liXM8zMHa3q/HzoQS0P9kOXGcycE+2Rdy3ycB9NR3BfRBULxJlnIzOvlP22VaBdhzcN/OyYCzsQBufA/tV3D4Ai1b+Nnw8UnCtG18MHw4iKiP8ZhoRERERERERERERERHRofoybdu2bfKWt7xFWltbpaamRk488US5//779/qtug996EPS0dGRLz/77LPliSee2GsdAwMD8uY3v1kaGxulublZLrzwQhkDv3lIRERERERERERERETlz38xnz/z+0OH2Mu0wcFBef7zny8VFRXygx/8QB599FH59Kc/LYsW/eHr3tddd5184QtfkBtvvFF++ctfSl1dnZxzzjkyMfGHr+76F2mPPPKI3HnnnfL9739ffv7zn8s73/nOg/SpiIiIiIiIiIiIiIiIaKE4qJlpn/zkJ2XlypVy0003zfzdEUccsde30j73uc/JlVdeKa997Wvzv/v6178u7e3t8t3vflfe9KY3ye9+9zu544475Fe/+pWceuqp+b/5+7//e3nlK18pn/rUp2TZsnAuUKmMq1KZaaY6PJevl6FsImUOfTTHtCng02Orq6LzklDZpL50tlUO5PB4BZB/kSrHwmfWhWT9SqgWyDGwjUp+AsgPKm7pjJ5f2iifF82NXzWo5PQ98w/1ZB+PhbPYPLsZXBsge06j5TC5wLdF03meC96uXC42KX19F5/cEC6nZD6YQrjOuD1e7pcsC67PBGQgaBljBmRboRxBz42MxGdqgTwBlEORbxfMu67lGKD2UpuvX8B+uaIyJztoE01zE95u/0B0rg+6JrU56FFGpZbpseP4cK5i7UaQy5Ee9C+7E9GhJs2CfWGUz5iBXKK87Krl4bLbumBZmCMGMkeyDThXFt2Hks6+6LICsqHy/QK5WTDnS7uvKpnR6B5lwDgjXw7uQ0WQGbPrHxSj8lG1PgjKpFKPlZJ3hXLRtPxU190XdX6NMzjMZpbc9gFxpnLWuTbpc44NLku2gH6Oki2EMrW0fmyhvS24LF2J87jsY+GxRDap5PSg9Sp9s2J/OLO2sETJbg7kce1PXxS2a/VK9i+oj4VjjoJFi0+Ex7NFkImWbxa0P1pdRePzRPv1fJThruRru8Azlrwe412eFT/m8auc7TgMjUfV7Gk01lfub2ZoNP7+loH7ufJMCx0LV8D3GW0sjKD6mG4HudXqipXncBXhOpON4ry1BORMpr2475OA/MPiNvwcrlBVGZ0jWVizOjqHHeXeoecvxrcfzEwjWjAO6pOvf/u3f8tfgL3hDW+QtrY2Ofnkk+Uf/uEfZpZv2LBBuru786kdd2tqapLTTjtN7rnnnvzP/r9+asfdL9I8/+/9YMp/k62UyclJGRkZ2euHiMoL6zHRwsC6TFT+WI+JFgbWZaLyx3pMRES0QF+mrV+/Xr70pS/JMcccIz/84Q/loosukve85z1y880358v9izTPfxNtT/7Pu5f5//oXcXsqFArS0tIy82+e6pprrslfyu3+8d+OI6LywnpMtDCwLhOVP9ZjooWBdZmo/LEeExERLdCXaVmWybOf/Wz5xCc+kX8rzeecveMd78jz0Q6kK664QoaHh2d+tmzZckC3R0Tzj/WYaGFgXSYqf6zHRAsD6zJR+WM9JiIiWqCZaR0dHXL88cfv9XfHHXecfOtb38r/99KlS/P/9vT05P92N//nk046aebf9PbunRVQLBZlYGBgpvxTVVVV5T9EVL5Yj4kWBtZlovLHeky0MLAuE5U/1mMiIqIF+jLt+c9/vqxdu3avv3v88cdl9epdgZBHHHFE/kLsrrvumnl55ud79llofkpI74wzzpChoSF54IEH5JRTTsn/7ic/+Un+rTefrTYbbmJCnMlmHbqJwsp9yCtia2vDCxPli4OF8Omz9fjUolDnDAURjylhrQUQvKsEe2f9SuA4YBsbgsvc5FR8wGxWjA9zTXCQdFJfH1742CZYNjt2dXSQtE3D++yUcFoUQq0FZyfNzaUXZFMiAzJvXH/pgPQ5rxcErOP4Y3yNiXLc7GowLcfYeHBR8dRnwvVWPPhE3P4qoe9am4fay+A1sj/bVcKC0bWLQoi9rGfvX9jYk8lwnREQyo0C0r0UtLdJWhMdoK6pfQIE1deCUHeLrxsiOgz5vqy1sw6X1/qMrjrc39S4IugngX4Q7B/nt7dwb0AdSwBuaDi6LOqXe7Yh3H9Ohw9gxk5DuA9slO0a8IA41cYS4Py6tla83e0DUeOqXYXBmK4F933MzonwMtAvMr77sVPmTbZjp2RGGReVYO95OLgs3EPyY9l6Zdw+GXe88/MVPjDJhnC75KU7d0ZvF7YvSr8N9s0rcD0vrFgO9gmdBREZHAIrVh4lVYb3K9u8LbrtQn36fN3g2rAVhehnM+k4rudmInyOEuXFlgmMCUxmROJvH/MGPuNZ3ALLZn3hcUXW1QPLWnCv0OqbqQwvz0C7ql4n6/G3/JKjwHOabaVjaP6wXzujr/sE3M/Rc4ycAf0X7dkSuraVc5QtDt//EvCcw3Po3qj0fYrLQB9zEz6/Bp0H9FzYzf7+SXH8bc057Qkd7S+tm3C4Oqgv0973vvfJ8573vHyaxz/7sz+T++67T7785S/nP54xRt773vfKxz72sTxXzb9c+9u//VtZtmyZvO51r5v5JtvLX/7ymekhp6en5V3vepe86U1vyv8dERERERERERERERERUVm+THvOc54j3/nOd/I5na+66qr8ZdnnPvc5efOb3zzzbz74wQ/K+Ph4nqfmv4F25plnyh133CHV1dUz/+Yb3/hG/gLtrLPOEmutnHfeefKFL3zhIH0qIiIiIiIiIiIiIiIiWigO6ss079WvfnX+E+K/neZftPmfkJaWFrnlllsO0B4SERERERERERERERHR4eqgv0w7pPgMhRLz3GrzE1uUIaPkB8H5z5XcomxsKDqLx9SE83aSWhM1N7EmU+Y9NjV/+LbhrCdqBcu17Vq0XWWO6LlkiKUjo9FlJQ1/3qS+DhYtDoTzJJKmxujr1Sj7nAXyJDIXn+0U2g9j5z8zzbaG59YudnbhsqC+OW3+fZCDgDIfKjf2wfUKnN8czzGtzTOPoOsT5tgoeYBaO+1AXo1Vtoto577Q3hZ1/vKyq1YEl2Xd4Rw3NY9TaU+zreHPZI5cFS4I8hiJ6PCUDY9IZipmnWmRDuKcMDsebj+zSXyP0nJBY8vB+1AeYCVR/b659L1tUzhDJYfyaJTsMgcyQVPQ1/QS0PdW7+cg+2Uuua1GyVuD+Sygn6f1+U3/QHQ/UNCxUnKQ54taL8B1gs5XpuV0a2MltE/guKH+orZdLaEF5SFpxxFmfIPrKy+7NNwXLT65Pj7rWHneMHlkeLuJkkuE2kRbXRudOWwX42xEtwi0mY8+KXO5FyK2bUmgYEEkHDk2a0lDvSSBbHED7gcw217Jj0b1zWj5higbUct6n5yOzs5DOWEJGmNp4yElZxBmfWkZcWiMrWSvWlBWHfdnafQ92YL8Oe25wFza0x1Lw21XvXZtgHzLpClch6x/5hUfgUtEhxglJZeIiIiIiIiIiIiIiIjo8MWXaUREREREREREREREREQBnOaRiIiIiIiIiIiIiIjKknMm/6H5wWNZGl+mPSWPxylzEc967nQwr7+6P0qeDiyr5A2YSjAfM9hnLYciaVkUtV7PBTK19ufzJA1Lg8tsHZ7XOgOZVcbihsPW1MfN8Z3/gyz+827uDi4ranP9gzmkM6Wsra+PzjYI5YYZF5ddElRMRWw662OO5kbPbe8PLkqam3FZdD6Vcy3j4cw/B+bsNiBPxps4+Yjgssr//C0si+qFm8N87tlAOAcyB7arZvahedVRbuJc8kr8dgfDn8mg3Dp/LEFmEDqOeVkwv32mtU2A3Qjmtp/n/EMiKn++PxO6LyQgU1ImcXviJkE7NhU/8YZ6PwfSIXAPUweiIA9J6Z+gnGSUL5Yvb647IJkyWnazA/d7LfvXgHVn2/F1U1gSzktKlT4I+kzaPdmi+66Wz4zGZaBs5uLzYEsxhYKYUvmHiVLfQF0thHKiPKVfp2UAwbJgn7SsHdSfTBoaDlz2NLiGjDZuLMxhrIXGTiPK2G86jW5r0ZjUgXOQb7cK9+uR6cXhsW6iPRdAzxy08V7oM2XznC1eVRXOFkfjIfDZMy33EY13tNxqkOONsqu068Ao9zcDsh6zsfDY3HMgH6+wvCP+uteuIXAstTEnuv+h/MIcGCej3Hgtj039vLHPJEWkGvQVtGNl0T0C3Q8zTgpHtJCwRhMREREREREREREREREF8GUaERERERERERERERERUQBfphEREREREREREREREREF8GUaERERERERERERERERUQBO3jzMZJOTkplwyG6IU8JPEQOCXot9/XMIHFf2CQR6OhC4qoWImsbG8EIUFu93qas7uCypD4cBe24UBCBrocwtzdHnAIVQo+Oo0cKvUxD0a2tB+LEW9Gvw+3VTCQJmlXOUjZU+R5kLB6vHyHbukMyU/oxJU1N8mHVzU/w+De0IL1OC5xMQkOxA2eLAIFyvSdcEl9n6uujrHoby5sciHBifTYZDiLVrGwUYa3UqHcQh9raxPjoc2R53dHi7v10Ly6LrVZTrBl0bmmRRU1TYvHPxQdFEtED5fkWob4H6sahf51dbF74fFBpwfyQFfTsD7rli438HUesTmipwr9+xQ1t5eJl2j+oKH4uiMpYotLaGNzs0BMsa0Gd007hf6MZ3xB0Lvxj1gRXZRHgcY5NxWBZdV1r/BY334OdVjsVsuTQTZ0pcT0V8vpKWRXEbVMaNiAXja8+Auqz26yor5UAwx6zB2127Ifpcp0+sjx/7gf6zdqwq+sLteKa0L6aqKur8eSloI6zSBhTu+11wWaZ8XvT8BbUf+X5lpc9h5uKfM5VS7B/0DVLJZQVwzAXcw7TrAI1JCiuXwbJZd290XUTjWe1egD6T9pwmaWwILsu053vo3qhcQ2iMJtZEj3VNNW5PBfTX0LNOz02PRY1HtfF7cXv4WZlXuSn8TDPV+lyAWbMyvDCdFMGPZ2ie+NYq/kksPRWPZWn8ZhoRERERERERERERERFRAF+mEREREREREREREREREQXwZRoRERERERERERERERFRADPT9oM2H7MBy7WMsbnM3T+nbIbK8FzPSUM4hyIdHsEbHg9nBqRKhhOSBvK29iu3AWUrKG+UYU6BMge4sXj++qRtaXghyuzw80Bv6QyvF+SI7M8c0oiZCuciuKNWwLLuwUeelpwlNzUtLjAtuCmAzAotZxDMB2472mHRrLcvuKywZDHebi1oQ8Dc6Fq7VfjtpujMRQvyL7S54NEc9Fo2IqrL2nXvAlkEu1acRec2JMs7YNn0sXBOhSmEMwi9DH1ekPXoWeeisoa8Yk84nwBx85x/SETlz1QWxATyWdzAUHT/2FSF73FZz3ZYNmlqjMtJMThzBGUPWaVfZxc1R+cDoXtUNoazvFCmGupbq/fzZnyPcm3hdRvQx50rB46HlheLsuvULBvQryoomWIZym+BeVd2XoMu/Pl2Jban7b/vl4cYcN2L0heF51LLOQbXbgbaJW1smI6O4rJV4fwgM46z81JwPLT2BeahK2Xh+EjJWxOQB6hmBaLMaCWzCsmG8TlySgZg7HMB7ZlCKIfLuPjPOlsZeFZjF7dE1cV8ObiGdh4Lnof4RyKbt0aPo9A9SstKRzmEtro2+vNq11c2Ep+Rl6B7mNKPgPcw0IZ7pn1JeGENfh7h0PPBFfjaEHS9gpx1L+vF/cTYXDsD2heTzW/+IREdXPxmGhEREREREREREREREVEAX6YRERERERERERERERERBXCaRyIiIiIiIiIiIiIiKkvOmfyH5gePZWl8mfaUDIXElJjXV8lIMJUV0ZkP6eBweL3KfOAZmOu50N6Gt9sP5icuhLdrlawd9Hm0HDeU8YRy6bwMzFGvzn1eCXKaduI8L5RbVNSyoybDc1OnXd2wLMriQ/ODq3OAKxl/pjmcM2JG8NzjLjCvufGXxYGJDtxHivIVtLm1QWaFVeYSR5kCqM5o1xi6tpNFSl4EqI/o2syLKtcngto1UxPOkvAsyCLQshELy8LzrmeDOB8DzTM/dSRuay2Y61/LmoB5EZPKvOvgODstRxLlgC4GGTp+LvguvFtEdHixdXVibek2xcE8HdynsDaJzkDN+sPbTZ51XHCZ2wDac3+fAZky6J6brxt8XrNcyQ3ZPhidA5aNhPvPtgHnmMLMGWUMY4bCGcxF7R4F7o1zydBB+U5q7pmSf5v1gXyWeiV/Z2goKofJ+ocfSizQbBQ62qRgS2xPqW/pcLifa8E1pGYZI8ceARebJzaHlykZYoiWFYieGQioE17hqDXBZcUnw/m8ap4j6td528Pj2Qz0y3MgzxGNR7Xzrz0jSRob8H6h7Q5PRLcvxoafGWVKrqJJSh/L7GnMI4bHFe2/licK2t3qrjFcNPJ4a5mhVhlzCri2jXZvHA7XZQsyW/OyYJ+1Z2lo/I5yWdV2Wnk+JKBdM9PKs7SGcF2dbsHbrWgKP+vIxvB1lXSE+1XFbV3RmXgp6FMVmS1OtKBwmkciIiIiIiIiIiIiIiKiAL5MIyIiIiIiIiIiIiIiIgrgyzQiIiIiIiIiIiIiIiKiAL5MIyIiIiIiIiIiIiIiIgqIT9hdgExSEGNLHJI6HH6ZbR8Ir9Pa6BBtFBasBfcWe7fj0M1F4cDOYk9vdAApClZOWtpg2eLWbcFlhWUdsKzr6okOKU4HQeCqEkKd9g9EByvPhQXByk4JOLa1OOgcGgOh8ChUG5wH41IRJb/66WBbFsHlGQim14Jq0bVgkkpctLsvuMxWVceHQYPmRQsUL3S0hxc21MGy2eZwPc9GcFhwNhk+B0k9DoMudnZH11VTHQ5QLwyG9ykHzhEKV9eCpk2i3B9ScM2hQHhfFIU2LwnXkyydFFGqAhEdZnzfwAbuczt2xveBd4bLFtoWw6Kon2v6BoPLnNKnR/1Jd+rxsKz88uH4zzMQ3ufCklZYFvWRi339sGwB9JtcUenYge0Wlirjha7w/dxW4j6VqQr3gbMdoI+rcFPT+B+A6zlTjjPqCySgP2azSZENMn8KiYjd97xlfSPR15hB50vpi6K+m90W7jt7KWg/ko6leLPD4c9raqpx2ebG8LJ1G2FZA/qMpoDHYAloQ7Lt+PpDfUb1t7LHw3Wq0I7reTY4FFzm0hRvNwP9emVsj8bJWj1H4ycLxhJ52cD43flx8jwqLGuXgi29LyloWxNwL0nXK9cuuD7Nhq3xZZXxDDzmoF31CkvA+A20ATlw/3M7XXx73xRuP7wU7Fe2DPcjLKhvdsUyWFbAs9BsbDy6vmljbLO4Jbxsejq6HU/q4p+VGRt+/mKcEZnf6kxEBxFfphERERERERERERERUXny76Txe2uaDR7LQ2+ax4985CNijNnr59hjj51ZPjExIRdffLG0trZKfX29nHfeedLTs/c3kDZv3iyvetWrpLa2Vtra2uSyyy6TovbbkERERERERERERERERETl8M20P/qjP5If//jHM38uFP6wS+973/vk3//93+W2226TpqYmede73iXnnnuu/Nd//Ve+PE3T/EXa0qVL5e6775auri5529veJhUVFfKJT3zioHweIiIiIiIiIiIiIiIiWjgO+ss0//LMvwx7quHhYfnKV74it9xyi7z0pS/N/+6mm26S4447Tu699145/fTT5Uc/+pE8+uij+cu49vZ2Oemkk+Tqq6+Wyy+/PP/WW6Uyb/5TZePjkpl959e1yvznFsyri/IT1PmnlTn00fz7hcXhTDRtv2DegDK/tCQgpwnMIax9HteI5y42/RVROUteoW1JdF4EzFpS8j7gHPRarhmYC96BHABtv2xLMyya9vZFz1+fNDWF54/GMW+zYhvqxZrS13A6FJ4PXJS5tVHmQ7JqOSybbtoSXqhkX6XDuA0JcQNp9OfRMkdSlKvYcjTeLli3eu2i9baH63G+XyBXEbXh+X6hDISt4fV6GTi/2nFGTAPOiMtAbmYGMiw0WS1oa4ucCJ6I9pZ294oxFXG5N4CbBJmTygwVqI+VDQ1HZ/AalMXjXHQ2p+sK33PVDGUt92x5OJO4oPQJi5tx1g3cbhXqCyg5KSgfao9fyixpRfjz2h6cs2XQdYMylJVrx03iTjDKb5leFj5HxeLEvGamuYY6ccm+16kda8DlwPWJsoe03GqULQQzrbWsJSUr3aB2qwkfCwHXmJajm6D+s9KWonZNG6+izOhkOc6XQ+0eGktoYNaeUqeM0hajfU6U7Kjixk1Reef58lAGpc8+7JT54zOVQzls6FoAeXHqeOa48Ngw++3a6HquKfaFx0LJCc+EZbPH1geX2UY8BktB1hdsP7RzoGUy9oP7/W/WxmcFgjG0l4Hxu5Zrh7JKzSblwgfPUU0FzpE0aOyv9CHTgaGo42jdlMgoXDURlZGDOs2j98QTT8iyZcvkyCOPlDe/+c35tI3eAw88INPT03L22WfP/Fs/BeSqVavknnvuyf/s/3viiSfmL9J2O+ecc2RkZEQeeeSR4DYnJyfzf7PnDxGVF9ZjooWBdZmo/LEeEy0MrMtE5Y/1mIiIaIG+TDvttNPka1/7mtxxxx3ypS99STZs2CAveMELZHR0VLq7u/NvljU37/0bd/7FmV/m+f/u+SJt9/Ldy0KuueaafNrI3T8rV648IJ+PiA4c1mOihYF1maj8sR4TLQysy0Tlj/WYiIhogb5Me8UrXiFveMMb5FnPelb+jbLbb79dhoaG5F/+5V8O6HavuOKKfBrJ3T9btoAp2IjokMR6TLQwsC4TlT/WY6KFgXWZqPyxHhPRYcsZcfyZtx9/POkQzEzbk/8W2jOe8Qx58skn5U/+5E9kamoqf7m257fTenp6ZjLW/H/vu+++vdbhl+9eFlJVVZX/PJWprCiZ6+DQPON+3lyQP6PlKwiYc9ko873bJYuDy4qd4W/m5etG+WUFkOXVsfc3AffZbltjuOw6PO8xOlZmHOcnZChvQJkL3qE5wEGGRb7dOWQ8CZgzW5vnGWXeueJ0dNaEllNh6+ujs71MW+nr1aSTIhGxYKF67D+DM9msP3s2giexTlB2iME3GJRlgLIw1Hn/UQaHMie7bWmNnpO9uGHXdLylN4zntncgE0KbFx/m3DQpx3EjaCOUds1t2RZeqOQborngbZWSx9kcbk9dPc70kD4Tl/WY54SG1223gfn4fa6DzF9dJqLyEexbJ4kYk0T1zxAH2lYtewj2zcE+qX2+0/84uMg+tDY6by0bG4Nlk4aGqHuQV9y67YDkeqJ90pj6OvwPQF9V+7x2fbj/Yo5ehbc7lUZfG+i+ivpF2jgT9j+Vvums+9cbtogrlUmsZdPU1kT1+1waX4/VHOdmkC0+hKfDcztAPpCSpYRy9xKQz7trw24OeY7hc2Rq8OMgWKeU8UL6BMidUtoIOP7Rsp3RmFQ9zuE+ss3i86jdhNJHzkpfV87nLM1nPZ6cFGdLX0sWnM/pI9qCywy4j3iFznA+XqZklxmQXaaNOdG40RSVsRB4BoSyHvOyc8g39M8jQ9Iu/Hyv8MxwNp3rxpmgKXgOorUv6DOpz5bANQez7pVcVzc9HZ0tDp+TKp83HRsPL3N4n4iovBz0zLQ9jY2Nybp166Sjo0NOOeUUqaiokLvuumtm+dq1a/NMtTPOOCP/s//vww8/LL29f7hB33nnndLY2CjHH3/8QfkMREREREREREREREREtHAc1G+mfeADH5DXvOY1snr1auns7JQPf/jDkiSJ/Pmf/3k+t/OFF14ol156qbS0tOQvyN797nfnL9BOP/30vPzLXvay/KXZW9/6VrnuuuvynLQrr7xSLr74Yv6WOxEREREREREREREREZX3y7StW7fmL876+/tlyZIlcuaZZ8q9996b/2/vs5/9rFhr5bzzzpPJyck8V+2GG26YKe9fvH3/+9+Xiy66KH/JVldXJ+eff75cddVVB/FTERERERERERERERER0UJxUF+m3XrrrXB5dXW1XH/99flPiP9W2+23334A9o6IiIiIiIiIiIiIiIgOdwf1ZdohZ9lSkaREUOu6jdEho6YuHLqcS7OoUOZcVWV0aLgBYZ8wZFQJZU56wuGmTgnChmGfk1PRQaCJFmReLMaHzQNqWCsIsHZZFn2snJlDFKIS5IsCnbWwedc/UPrvs7hgZRR0bmzp6z8bGIwOBEYhxsV2EGTurQ+fE9exBG8X7RcKbgcBuCpQJ9SA7Sdwe4lCw21rCyzrQOCzU65dWB9BXfQyEFZeAEHR+fIli4PL0sFhfBpAOLIctQyW9d/cDu8U3ucMhKSbunA9cClu84jo8GObm8SG7skg8F7rf6G+TmHVCli2uHlrcFlSH+63m7pFcL1TVeE20Drcr0Of1yhttgH3zrmEY2v9IpkC/TelD5yBPoptw/2iZNXy4DI3MATLOrDPbkP4uvBMU2P0uMuBfoTa/6wCY7aHngAbnd/+tV3cItbuO04ubtoCyxWfc0xwWaH7D7nns73ubWN9cFkK+vv5PnV2hfdpOe5fpaPhdquwXbkO2lrD690W3ifPVoQf21gwrvdMdVVcX9MDbZdV+rHoWYY6TgbPDdDnyY3YuOcN+TglfA9IO3tgWQvGwm4y3LdGbVPmpmU+maqq4Dg5BeOswq+fDC7LlLoqdeFnMbYr/OwoX7dy70RsDTiXT6yPvnYTMBbS7ufa8z0jFdFl0yc3hNerROCgelF8wbNg2Yq7Hwkuy1A/IT9WE+F9Uq6rdPO2cFnQXnquCOqV0jbBNhE95/DPKub3tkxEBxFfphERERERERERERERUVny7y2V37OmWeCxnP9fWCQiIiIiIiIiIiIionk0MjIiF1xwwcHeDSLaA7+ZRkRERERERERERET0NHviiSfkU5/6lGzcuFGm9pgi0//ve+65J/9776c//elB3EsiinqZtn79ejnyyCMX5NEzo2Ni7L7z55pFzbAcynwwjY24bGd33Fy+vuzWzvB2tZwwtF6UU6FkKUmhEDUnsjqHuVYWzKmcKtlRhY724LJEyXnLduwI75My33I6NhbebjO+5hzI2ktApoM2ZzvKksiBjBLt/NqKcLbBvPIZZCWyD70EZFagDIR8+VA4h6MwgLO+UnRtb+rEZUH7kpzwjOAy9/BjcL0ZyBWxR6yEZQ3ICUN1wiuALJS0q1vZLsinfBJndqTg3IuSsVJoATk5IEsv3y5op7U2Hs31b7f1w7IZaqsTGz0XvAHHysxz/iERLQA+y6dEzpJnQfZvBnLN1D6WljmM1tsGci6VbKjC6JLo3BCUO6tlarmRkeh7MurXJYtwHizq9zmlTwjX29sXPd/MnLKOtdwfcF/Vsmy0+z1i28PXZHFLuI+RznPWkhseFWcmZ33cqreE+w1F0N9wRSU/GvXNlCwvJO3uia4zxX7cN7NzyDNGbUihWamrIPMcZbGpWUva84ae3ugxJxqvwj6ucn+wyj5nYDyoXeuoLLpu0BjH+KYlvlnbR9Hn2xulrZvl8xQtnz6Um74/WXIov0rLmJeOcNspIB9u18qnozIwvQTkmDolpxvVNzV3D/QVrMXXn13eEVyWan0qlCGmtC+xmeXadlWgPqo5puB5BCrrnJJDKyJvf/vbJU1TOe200/bKP9+xY4fce++9cvLJJ6vrIKKnx6xbt6OPPlpe9KIXyYUXXij/43/8D6muxoG3RERERERERERERES0t1//+tfy6KOPyurVq/f6+76+Pvnyl78sn/nMZw7avhHRHDPTHnzwQXnWs54ll156qSxdulT+1//6X3LffffNdjVERERERERERERERIetiYkJqa/fdzYn55wYZcYsIjrEX6addNJJ8vnPf146Ozvlq1/9qnR1dcmZZ54pJ5xwQv6m3L81JyIiIiIiIiIiIiKisA0bNkhLy77ThC5ZsiRfRkRl/DJtt0KhIOeee67cdttt8slPflKefPJJ+cAHPiArV66Ut73tbflLNiIiIiIiIiIiIiIi2pef+e2LX/yivOc975Fbb7115u99jtqKFSsO6r6VE+cMf+b5h/YVnQh5//33599M85W8rq4uf5Hmc9S2bt0qH/3oR+W1r31t2U3/mA0NS2ZKBEoeswaXA+G6BgSuerapMVxWCQo1tTXRwd+mEQSdg4BZUxPeZr68rja83ikchG1AQKlTgoZh8GkNzvVDQbDaPtva2qiA9NxU+PyaqnCwqZcOhcO8ZXIiOnC1sHolLOq2bI0+zqatdAiwSSdFBmX+bO70Kc6zD5TVgqFR6PTIWHRZt1MJIgbBy6Z3IKpcLgl/3mzzNrxP1eFw5ELbEljWDQ3HhZx7KQgaXr0MFjWPrQ/vUxHX8wy0iU4JsNZCjGO5AdAGKMHuTguSBnUhGw1f65nDYfJEdPjJunokM6XvgXZRc7Bc0rIIrteAzOZM63uj8Pje7fGh9Ou3xfUh/LonJ4PLMtCeewkYL2jtfWFJ+By4yTm06RYPvDPQ9yl0LMXrBlMdofXm625vCy4rgnPvpYPDUWMY7drR+mtZXz9YcRa3LIY/7iWOvbb/rjtu1hpbpeSyg/5IAsa5XjocPpdJcyssWxwYjN5n1N8sdLTjsiOjcf1jpQ3Rxm8ZeKbgloSfY+TWg7GVVmdg2xXft0ZtrXY921Z8Xyp2hn+ZPGnG16RZWnr8ZP04+XF5WlhwTtAYzbTjsV+2Ofz8QJNNTEbXGSnOoX0EYyHbjK/7sdOPCC6rf7gHbxd8XrUPAvo26Lmhtt3KrfhBTRG0L1rfx1SC5dPF6Odw2Y4dsCzsYyrbTcFzAXRdOae3WxdddJF8+9vfllNPPVX+8R//Ufr7++Xiiy+Wj3/847Jly5b874ioTL+Z5qdyPPHEE+V5z3tePtXj17/+ddm0aZN87GMfkyOOOEJe8IIXyNe+9rU8W42IiIiIiIiIiIiIiPb1ne98R775zW/KnXfeKZ/97Gflpptuyv/+T//0T+UnP/nJwd49IprLy7QvfelL8hd/8Rf5C7Tvfve78upXv1rsU34jsq2tTb7yla/MdtVERERERERERERERIcFY0z+BRXv9NNPl82bN+f/2+eodXd3H+S9I6I5TfP4xBNPqP+msrJSzj///NmumoiIiIiIiIiIiIjosPDnf/7n8k//9E9y1VVXSUNDg+z8/dTVd999t6xatepg7x4RzeVlmv+qaX19vbzhDW/Y6+9vu+022bFjR1m/RMt2Tkpm9p3ntrADz60tKHtBm5e7oT56bmOf8RYs+4wjcNknNkXNiZ2i+do9MAd9YUnpzKwZID9OQE5Bvl9ormYtswjksWkZcQ7ML22UOeghLS8P5Whp2QtgHmg3iHOYEpA14SaUrLZQ/lyG86pmy9TWirGBzLShcL5VAvL+8vUq8+QjtjFcz4vbcbYLlGXxc5SDa0zNLgPXttvej+vqOJ7DHEkWNUXXGTTPvAUZcBojSXzZiqro3DPRcs/ginFOgFXaPSKi/eX7HFkg48oWwDBkGvcNXAvIHFb6qinK62oI59oYJY8LMUqGmIC+W9IE7n1K31zPT42/h6F8FtGyXVC2lJJXLIUkOrMqBX0UrR8I78kgxy1fDI6zlttqwX5ZsF3rc0zju1wlcwpL9a9hjrOS5YyOS6ZkQJtJ0BdV2o8E1PO5ZN1q5xLlMKG8La1v5kZHo+uqVfIpi1vDWZAjR+E60/hLiR5raPURcWB8hDLg1PX29MLlsL3Vrqv+QC5VNr95xElTgySBbPEMXEcGZcGD5yGebW0JLnPK+TAon0p51lJsqQvvkzZORmMlJds+S3COLASe4SU7cB8kBTneWS/Oriy0gqzI6fh2TeuDGNQ2gWd0+XKUmbcF57+jnEmjZG4akMdmKsPttHWJiNKNbGpqki984Qtyzz33yFFHHSVTU1Py7ne/O49R8rlpRFTG0zxec801snjxvi9F/NSOn/jEJ+Zrv4iIiIiIiIiIiIiIFqwf/OAHcuSRR0p/f7/cd999cvLJJ0tPT0/+hZb3vOc9B3v3yocz/JnvH5r7N9P8vK2753Hd0+rVq2fmdCUiIiIiIiIiIiIiorAHH3zwYO8CER2ob6b5b6D95je/2efv//u//1ta0deDiYiIiIiIiIiIiIiIiBb6N9N8KKL/iqkPRHzhC1+Y/93PfvYzueSSS+RNb3qTlLPCklYplJoLfv3G6HmCYcaPn78YZFTZWmXufpCZYyemozPGBCwrLG3D6wXzMRf7tsOyBuSiobwA7RxYMC++Ntd/omVHgQwMmK2g5WcoeRFqBgZgKwrRGQOuHcyr/8iTeMPtS0qvM51D9lMJ2diYZIG54O2S8Av/rA9nfZlieK57B+Yoz5eDnDo1RwVpBu3LyBjep2PCIbbpQ4/ismeeFFxm/gtnPswly8uAOfdFybZExxnOue7bLnAPgHPMK+2Lmm8I2nitfUnqwzkBGgfmqHegbXIOz21PRIefpL42mM/imuNzg93WcO5IpuS3wPwqkGujZfzAnGSUD5cXdtF5XIipxLkwsL+p5Z61NAeXFbt7o+/3djG41/vzuzi8XVHy8tA5VPNiUb6XkgeboGOlZNnEZuLN9z05Gxkp2b9OmsH52LUjwUUG1QuQjZevFhxzNbMc5Y/NIVMrWYr7kyhbKkPZUEq/Tx0Xgj5w2tUNiyYgU63lHtznT8F259JGaJ8XPSNJlDwkdJy1ewt6TuKUvKtQhnbRzW+2eDo8KsaUvi8U2kC+fUVF9P0NjpPXLIdlzbrwzFfZVnz9mUWgj6HkZcN2Fzyz8hofBO2y1hfY1Hlgni0pGd8ob80q4/O59EFQW43a6Rx6bgWeDebbBRm4BtUDZd0oH9BmkyJKlNsFF1wAl/vpHomoTF+mXX311bJx40Y566yzpPD7m0GWZfK2t72NmWlERERERERERERERPtheHjvF7Xj4+Py8MMPy9jYWP78nYjK+GVaZWWlfPOb38xfqvmpHWtqauTEE0/MM9OIiIiIiIiIiIiIiEj37W9/e5+/KxaL8j//5/+UZzzjGQdln4honl6m7eYrMys0EREREREREREREdH88LPBXX755XL22WfL//7f//tg7w4Rxb5MS9NUvva1r8ldd90lvb29+RSPe/rJT34y21USEREREREREREREdHvVVdXy/T0tFSg/EKaiWpFUcQ0OzyW8/Qy7ZJLLslfpr3qVa+SE044QcwcQrHLpdahENtd0vhA1ulidPAyDBlVglELHeGA5LRHCQQGUAi1Fgadjo1Fb7cAwpGzHTgUHIUYZ0oIta2vC5cdHY0OL3VFHBqOQtKdEhjvQNi8tTis1WwNXxtFdC37c7Sz9Pk3Pox1PqWZX2nJRa4hfL4MCkdWwpO1QGDbEA67Lvb3SzTlmEOPPBlcZKuqYVHbORRcVpxDSLEWFizoHCltramsDC7LGmph2aSpKTowHp17p7RNtiL6y+OwnuuF40LfjUtF5nBJEtHCYxY1ibGBPstouA3M+vC90dbidhuWBaH2DvT77KrlcL3FJ9YFlxWOXAPLZl09B2YUq5RNh4bi78k7d0bulIgphB8GpT19uOzi8FhDjjsSls0e+l1UP2HXPwiPu2x1uF+uXVdJfT0uC/p62WR4vc7NoR8QuP8bs28fwNSG61MOjEvcZLj/nCn9cnTMUR3Pd2l8x4Hpe4H15tsFnwn1r/L9AtdJpoyh0dMa7bpH1y5apvYZC7h9ccXp6POLxsJGGS+g69UqxyobCj9/sQ31UcfK+D75PPat/fVtTeljkA2B6xO1cU/55fp9yqLj1juAyy4Kt/dZ33ZYNuncHtUGaNduqoz9CqBN1J5LwWdpEg89O8qXg2dA2chYdFusPf/LwP0tOWoVLOs2bpNYtqkxvE9bO+OfHfaG+y/Zft6TR0dH5ZZbbpG1a9fmf/azwb35zW+WdevCfUwievrNurd46623yr/8y7/IK1/5ygOzR0REREREREREREREC9Df/d3fydKlS+Wtb32r3HvvvfLqV79akiSRE088MV/+z//8z3LllVfKv/3bv8nznve8g727RPR7yq8c7quyslKOPvpomW/XXntt/i239773vTN/NzExIRdffLG0trZKfX29nHfeedLTs/dvbm7evDn/llxtba20tbXJZZddloc0EhEREREREREREREdSm644QY58shd36q/6KKL8pdpW7dulR//+Mf5j//f/u/8c3EiKuOXae9///vl85//vLh5nDjzV7/6lfyf//N/5FnPetZef/++971Pvve978ltt90mP/vZz6Szs1POPffcvfLb/Iu0qakpufvuu+Xmm2/Op6D80Ic+NG/7RkREREREREREREQ0H/yXRZYv3zWN+GOPPSZ//dd/vVcumv8yi/87v4yIyniax1/84hfy05/+VH7wgx/IH/3RH+0TgPjtb397VusbGxvL54D9h3/4B/nYxz428/fDw8Pyla98JZ8v9qUvfWn+dzfddJMcd9xx+ddfTz/9dPnRj34kjz76aP7Gvr29XU466SS5+uqr5fLLL5ePfOQjecMzG25iQlyJrCWYTabMuVvsxvljhSWt4f1pa4FlZXQsLgNByfGBlHnkU5BxkYDPmu8TmKNcmws+OSackWCHcUhnsasbLNXyx6bi574H5wDNqZ9vFxyrwtI2WBbNa47mSvdMIziWSlaWGyx9TTqH88ZmK5uclCyQmZYuDR/zSiWjIwU5hOoc+mBudS2fDB5X0AbYFpAporVNyrm0YLuFVlzPUUac1tZmw0oOIQLWbTbhudHddHiOc1OphACDb0qjeeK9BGUyKjkVrjgRfb3a1vC9J+sH2QZMpyWip8haGiVLSudp2H7Q51AymVEOh63DeWpuTTj7zP12V0ZFKWlTfE4bul9r/UmUz6vSjiPIhU4a8edNh3E+M4b7yIjdGs6Xc8txHxhmmyn3MNMEMlC1/gnKDdOyjtFymGtn5xay89RNVVWJsZWzyonK9wLkdMvEZHz/Cix3SqYRYpQ8RosyxJQM5ULb4uCytH8wevym5bvbmsq4/PZdKw/vkvJ50VjYKnnFsgN8Xm27KB+qLj7jT30eAfKu0oGhqIy4+c4+9GOPLHBfQO0jav/STpD56cuiY6pkiBVWgKxSJf8u7QmPdZPFeLwqxfA+FwdwXUXPU7T2XqrAGE1r18D9AGWi5cvB80w33h2db6iBzw368HEugty7ROkHomczmZIHW+hYGlyWgsw057PFS+jo6JBf//rXsmbNmnxqx02bNsmxxx6717/xf7d72kciKtOXac3NzfL6179+3nbAf13Vf7vs7LPP3utl2gMPPCDT09P53+/mG5VVq1bJPffck79M8//1jYp/kbbbOeeck3899pFHHpGTTz655DYnJyfzn91GRvALBCI69LAeEy0MrMtE5Y/1mGhhYF0mKn+sx0TlwT9bf/e73y3j4+P5LHB+djb/3+c+97n58vvuuy/PVfvkJz95sHeViObyMs1/O2y+3HrrrfLggw/m0zw+VXd3d/7NMv/ybk/+xZlftvvf7Pkibffy3ctCrrnmGvnoRz86T5+CiA4G1mOihYF1maj8sR4TLQysy0Tlj/WYqDz4L5T09fXJhRdemH+ZxHvnO985E6tkfv9NUv/SLQPfUKY9+EPHCXPmD4/l/GSmecViMZ9a0eecjY7umtbC55n5KRv315YtW+SSSy6Rb3zjG1JdrUxzNs+uuOKKfBrJ3T9+X4iovLAeEy0MrMtE5Y/1mGhhYF0mKn+sx0TlwT8Lv/nmm/N66nPR/JSPDz30UP7f3f9795+JqIy/mebna335y18umzdvzr86/id/8ifS0NCQf+3U//nGG2/cr/X4aRx7e3vl2c9+9szfpWkqP//5z+WLX/yi/PCHP5SpqSkZGhra69tpPqBx6dJd89T6//qvve7JL9+9LKSqqir/eSpTUVlyLng0z3MO5Q0cezQuuz2cP2Om8BzmpiY853c6NT2HbIb66EwANA+0UzJ+0LzqmZYn0Ls9vFCZCx5lVmWTeJ8ljf/tkOz3L6JLMUo2HZqb2u3A8zw7ZR7o6LnHm5rwdgO5CLGZacF6nCRiTOlrqbJ/R/T1iebeNiADwcu68FzysOxE+Pq1NeFr1ykZFjDTz5no/Dg1YxLldSlz38OMHCXjAmWM2ZZFeLtoPn9lDno477qSTSerl0Xl+uS7Be4PRslMQ9mXtjF8fzDZlMjU/NVlIiofoXpsB8fE2tJ9lnRrZ3Q7hfubuJ+TdILM0HaQuTWK1wt7m3No49QMZTCWQLmdXtIYzsHJQB6Jmg+kZP8mrYui83ulOZztIlu7o8c/Gcjv8hL0G+FKTjLKrrOLcMZtFsgczje7CuQJZZMiG2T+7sm11X7QtO9m+rbjjw6ywFBd1fK4LMqkVcomoN+XKdfuXDKvUS6flqWUziEHDl5/SsYyzEMHzwz2p04htrkpOt8wGwn/gne2rQtv99ijwguVTHo4XniaxfStDRiHZeA6UPMNwfMS7RpCx1TNAQNjQ9Su5sCxQJnWXoqe8Wj3CpQvp7WJ4LlAquX9gXOI+glqfirM9cTPw9R8uTm0PfBZm7LPWr8qlq+vxxxzzAFZNxEdAt9M898mO/XUU2VwcFBq9nhY5792etddd+33es466yx5+OGHZ964+x+/3je/+c0z/7uiomKvda5duzZ/iXfGGWfkf/b/9evwL+V2u/POO6WxsVGOP/742X40IiIiIiIiIiIiIqKnTVdXl1x55ZXyyle+Uv7sz/5MPv7xj+ffWiOiMv9m2n/+53/K3XffneeZ7WnNmjWybdu2/V6P/zbbCSecsNff1dXVSWtr68zf+3ljL730UmlpaclfkPlgRv8C7fTTT8+Xv+xlL8tfmr31rW+V6667Ls9J8w3PxRdfzN9yJyIiIiIiIiIiIqJD1rp16+T5z39+/vz7j/7oj+Rf//Vf81ilL3zhC/mXTJ76/JyIyuibaT700E/H+FRbt27NX5DNp89+9rPy6le/Ws477zx54QtfmE/d+O1vf3tmeZIk8v3vfz//r3/J9pa3vEXe9ra3yVVXXTWv+0FERERERERERERENJ8uv/zy/Ln3b3/72/zLIv4LLD/4wQ/kne98p3zwgx882LtHRHP5Zpr/NtjnPvc5+fKXv5z/2RgjY2Nj8uEPfzj/Kupc/Md//Mc+YYzXX399/hOyevVquf322+e0XSIiIiIiIiIiIiKip9NPf/pT+eEPfyjWWnF7ZEP6L4z4Z/C0f5wz+Q/NDx7LeXqZ9ulPf1rOOeecfHrFiYkJ+Yu/+At54oknZPHixfJ//+//lXKWTeyUzOz7rTt34tGwnH0yPL1lVoMDWbPB8Py3ducELGtAeHdi8QVfBGHlhWVLg8uyThzsndTVRocFw2BULQgUMLU1eDkIkc26e+ewXXAslLDebBSHxCIozFsLdC729uGye+Qkzna7wSBfF39uS7EN9WLN3tPQ7pY98vgBCblNQEixRg3ndiDwfjJc1ikhxe454VxJ++vwccpl4bqcTeJ2y1ZVRwf6onNklAB1t2lL/LULwqK1QGf7lCmR92TAsnz5wEh8oDO4rsx0fHCyGw8fK+fwNUdEh6EdO0Vs6bbbgXuJXbMSrtYMh0Pri51deJ/Adl1TeJYN4z8LkDSH70Op0p9E9wPTG+6za2xTI1xePGZFcFlhA+7zF7u6o45FXranN+q+mQN9ZKeMneA1p2zXgT6XXbIYlwX9DDeh7DO6Z6PxQja/92Q3OCyuRP9aPV9g/IfOhwF9L61PqO4TOKZorJND4wXUZ9+fPj8C1l1YFa7HOVAv3Nh4/C5pYw1wrLS6KivDzyNkWw/ebnE6ap/y5eu3xPe90fFQyobGR9aPk+dw2eyzvsqK8Dh5x45guWTNquCy4roNcJuF1tZw2YFBWFbGsug2whTAsxZlLJSge7LybAntlTb2Q8+A4HM2X1Ybz8LC4bZ46lT8LLTyl2uj2zy7YllwWXHDZlgWrre66oA9d0TPUdF2jT/EyimanJzMp3h8qh07duSRSER06Jj1E+AVK1bIf//3f8utt94qv/nNb/Jvpflssze/+c1So3U+iYiIiIiIiIiIiIgon3XNf1HlyCOP3CtOyU//6GeII6JDR9TXKQqFQp5PRkREREREREREREREs/fyl79cvvnNb+Yzwe3+RtqqVavkJS95Cad5JCr3l2lf//rX4XI/nysREREREREREREREeFIpd1ZaR0dHXL77bfLUUcdJUcfjafaJKIyeJl2ySWX7PXn6enp/I15ZWWl1NbWlvXLNLu0TawtMc/tsDK5Lci+cjY+D8pleN5117s9vFCZDzwBGQoO5DoY5fOYhvrgsuIc8seSReGcL8+t7Aguyx554oDNt4zmgS4oGU7oHGlzXicN4UwPNxWeJz7XGC5rh8IZfvm6wfziaH76fN3BgvFZZaWYuloxpeqxNzoaP+86ys0aBtlWyhzn2nYFBX6C+ibjO/A+jYD8DrxHYpvD7YcZV24rJvx5nJKZVgCZJOk2nO0Cd6m6OjonTDt/aE5+q5RN55Apg3IbUF6j2s6DfTb+Wp3HXAciKn/pwKAYUzHrvijKRNNyptS8JMCgfKeBIbxPoP+ltbsojysbxv2kwtK26L63Bf2XTMmDVbOlIrNstEwjmCsM+hi7Vp7F5R3ln7c6Pnt1DlmlaJ9hJlU2v/3rdHSsdF3WsqCS8HFNVi2Pzq1G+U6mSsvLCeeEFVrCmeT7lfEUOa6E2Xj+M1WAz6TkEhX7ws8MkiY8xrYgW1wF2hetnpst4X69qVIyh0FfNTliNSxbXLcxuKzQ0Y7LdvVE512FMpwyp4zrZ8mlmTiTzvqcTC8LP9eoGMGZkengcHTOILo+tfsq2i5qz7VnMYnSvqBMtSJ6frcfz57whsNtsa2tiu6DVPaMReePoWdW+XaH4q8N1I8wSl1NesNtRKY9QwHPJdE15/bzmZf5fT/GRyjt/obayMhI/hz+pptu2q91ENEh+DJtcHDfDqSf1/Wiiy6Syy67bL72i4iIiIiIiIiIiIhowfLP1T/1qU/Jxo0bZWqPX/Dx//uee+7J/9776U9/ehD3koiiM9Oe6phjjpFrr702z1F77LHHeGSJiIiIiIiIiIiIiIC3v/3tkqapnHbaaZLs8Q1bPxPcvffeKyeffPJB3b+yok21RHQovEzLV1QoSGdn53ytjoiIiIiIiIiIiIhowfr1r38tjz76qKxevfd0tH19ffLlL39ZPvOZzxy0fSOiOb5M+7d/+7e9/uwDEru6uuSLX/yiPP/5z5ey5vN6bIn5c3fgefAzMNevkoYkrhFkHmX4dXoG5ntHORTafO8JyNRKR3CGRQLmrjYW5xgkbUujMxDMIMh8ULbr0HE+9ghYVn4NvompzKedgTwkNAd0vhzMp52CXDDPgnMIj4V2DrXsr+A83kq+xSxlff2SBfJZ0Bz6dhHOuMuGRqJzsxzI4UiWtEZn66H8lmxnOE/Gs+u3hJeBNkA7Flq2AsyXU+ZGdx1rwstAHoSW7ZL1D0bXNzeGswwSdDyU68Y2gznZe/tgWXQs1XxAlCMA2mKTzW9dJqLy5zNNjKmcdUaHKH03SUGOlNZ/BllLdrQqqlxeth706bUcMLTPBn8eBzLEtL43zC1S9hmVLSxbGj1eyJS8PJRXrEHZqyhXSrvmjJIbloE8PS2rDZ3DbCR87uc7aylpbpKkRF2G9Vi7jtC5BvmFnq0K91Wscv25DZvCCwu4j4Syr9xRq2BZ2709LgvQA7nCbnIqOkspA3lHXrJyRbgsyAhT2x+lzw+vGyXP0YDcTNfXD8vaikJUW6vRMvEKywL579mUSJfMG1ORiDGFWZ8v85v1wWXZmnD2oWdR5rrSfqAxtJZVCa8/0J5rz2LUvgAYR2v3ZJTVpkH5cm5aybYH49UMPDPQ2hftuRQak2rPw2BmaA3OVXSgH5G04GdCDjxjSUCGrcsmRbbBVcvExITUl+hL+mfuu7PUiKhMX6a97nWv2+vPvlIvWbJEXvrSl8qnP/3p+dw3IiIiIiIiIiIiIqIFacOGDdLS0rLP3/vn7X4ZEZXxy7QsU36LiIiIiIiIiIiIiIiIoFWrSn+72X+BJbSMiA4OPCcFERERERERERERERER0WFs1t9Mu/TSS/f73zIgkYiIiIiIiIiIiIiIiA6rl2kPPfRQ/jM9PS3PfOYz8797/PHHJUkSefaznz3z78oxIDHd1i3GVMwqxDaHQsNB4LQKBA17tjocku6UsggKc0UhoVoQtqopHNYqo+N4uz0g0FkJ/LU1IMC6ZxBvFy0cx/sMrxtNVfjcW+V6Lfb2xZ/faRd1PeZlA9fVfAek+/OdBdqfpKkxer0WXJ8ZClBXQra1MGuzoiNcdnM4xTYB4cdeOqLsM9qnuprwPqHA8Lw9BYHOINA3L9sXro+2pkbZbrheGBC67BW3dQaXJSVCgvdaN2hf0oEhWFbGxqOPMwybP24NLJqsC3/eDOxT5sIh4UR0eHJT0+ICQ4KkY2mwXNrdC9ebLGsPLrPKGMRNTUX1gZO2JXC9aV9/eJ/AvSBfd11tdHuPPo/GonuYdhx37Agvq8F9UePC912jjJ2sNdHHIhsP77MpVOCyaN07lclewD7PhQXXjfX35OF53JgfW4K+Rcz1mw6PRI9JYL1Q+pNJc3NwWab0y32bFlzv1h5cdnIyuMwo4yi3E4wblTYCtS8pqBO7Ctu4ZfmxCu+zUeoEGhOYZ6yGZW1teEyQbdqCyzY0RF2v2meyS1phWZkOXFeZ0t+fpWxiSjIz+2cQSVV4LGscXh8aO5iKWT+O/IMCLovGhtq9wrTum1u1W1G7hjrC/RPZHu4neIVl4XF/NojHjQYcD9S3yYFxsm0Jt5f5utdtAguVfgRou5KGcLvlpei6As8M8u2CZzOiPBdwQ+DGCu4fjuPkp41zJv+h+cFjWdqs716vec1rpKGhQW6++WZZtGhR/neDg4NywQUXyAte8AJ5//vfP9tVEhERERERERERERERER2SZv3rZZ/+9KflmmuumXmR5vn//bGPfSxfRkRERERERERERERE+2f79u1y0UUX7fO/iaiMX6aNjIxIX9++08T5vxsdjZ82jIiIiIiIiIiIiIjocOOfuf/zP//zPv+biMp4msfXv/71+ZSO/ltoz33uc/O/++UvfymXXXaZnHvuuVLO/DzDpTLTbHMTLJeCDKpiP54XGc09X1i9EhbNOruic8LQnN4OZHmhufm9dDg8h7CtwnkRWVU4q8BsxXOUzwma53su2X9KJhqaI1qbRx7lVKgZcWBObDXvCuwXyobyCqEMr2xKBEejzIqtqRJrSn9G0744XHAMZwY4kDHmivG5byi/wyuA/crAdaBl5yHauZQUZMCF5vzfz1w0CGRBWmV+83QgPHd6ArIV1Dw2LWcQ5OmpOQGo/UFzvSuSQXzNoUwI2xjO1zFZIhKOAyGiw5BtbBBrZ38/QvmaOXAvQX0ktf+F2nQlLwquV8tsRf0vkAuibVfNW5uYjM5DQhlidj3OlDFgbKXlEhWWLY3KOM23C5YlSi5M2j8QXqhlVYMsGzuXPhc4f/Odz+LzaYwpsc6IHLXdkmOPCC7LHl+Hyy5ujc4HQtlCcFw4Rw6M0cya5bjwus1R69UkSv859trU6DndoM//OMho8hY1RbeJoYzvfLvasQLrzlD7kWe11T8t16M/7sYks883BL80n2zYCreZtP5hRqt9tqmMg+F9tQL3E4pg7KdlvQs4X1Ybv6FnQFp7Ce4HdhI/h0M5cDDzM8/YDO+zA3mwau6Zlj8GciTFxt9bikrurnoOY8Fnh8ydIlpIZt2K3HjjjfKBD3xA/uIv/kKmf//QtFAoyIUXXih/93d/dyD2kYiIiIiIiIiIiIiIiKg8XqbV1tbKDTfckL84W7du12+MHXXUUVJXN4ffaiIiIiIiIiIiIiIiIpot/0XLA/cl88MPj2VJ0d+d7erqyn+OOeaY/EWaO4BTIhARERERERERERERERGVxcu0/v5+Oeuss+QZz3iGvPKVr8xfqHl+msf3v//9B2IfiYiIiIiIiIiIiIiIiMpjmsf3ve99UlFRIZs3b5bjjjtu5u/f+MY3yqWXXiqf/vSnpVxlU9OSlciFtLU1BybIPA+dDq876+zC2wXhpoWWcNCrlw4NBZclbYvD2xwJh89qn1cL/DW/ezK4LFVCU81pzwousw+H16sGnyrbTRobwut1OJR5LsdZUIC1ds0tCgesZ4Ph60I9h1O7MhSDQvuVxYdXl2Lr6sTaypLLptrD56tCCdc1oB1IlPD4dAAcV4ePW4oCdEGIsVbfBFyfWqCzy0DA8Q4cJG0KFfH7XFn6vOa0fe7bHlyWDY9Eh5EXQH3yTChQ3O/T6BjerhLKHXucs3ocuo3aEHSsMuVaJqLDkJ+5ItRfBf0v2DfL+4WgvVH6X6j/7Iqgf1WPp7S31eG2NesfgGVNITwky3ZO4LLWRN0L8uWg/2IqZj1MnOG0PmHk5/HS5a3BZXa7cpxRP6JFuZ8PDYOF+PdTbV1tcJlTzm8KlifgmjS+7uFqNCv+WjKmYtZ9t2RRU3CZW7cxqp7my3eE+2Zi8fnIxsLn0lRVRfcJUfuhGX0Gvv7qHlsf1fZ46Vi4v5lU4jZCpsN12dThZyQyGb52M22M3RAes6Vj47CsAWMR7bpK0DMUZZ/T/vD4PWlu1u+Vs/n7AyBpagwuc+CYauejANpdVJ/yfVreEVxW3NIZP57RtguuA63Ndo3h9t4qzwyyrp5w2aVtuOymLVH1SZXGP6vRngtYsF+muQmXnQjf4DLQ9uRlV60Il63D5wjdI1A9cRwnEy0osx4l/ehHP5If/vCHsmLF3g2Qn+5x06ZN87lvREREREREREREREQLnjGm5P8mojKd5nF8fFxqa/f9bYuBgQGpUn6T66m+9KUvybOe9SxpbGzMf8444wz5wQ9+MLN8YmJCLr74YmltbZX6+no577zzpKdn79/W8N+Qe9WrXpXvU1tbm1x22WVSnMNvhRERERERERERERERPV2OPPJIGRkZ2ed/E1EZv0x7wQteIF//+tf3ekueZZlcd9118pKXvGRW6/Lfbrv22mvlgQcekPvvv19e+tKXymtf+1p55JFHZqaU/N73vie33Xab/OxnP5POzk4599xzZ8qnaZq/SJuampK7775bbr75Zvna174mH/rQh2b7sYiIiIiIiIiIiIiIiIjmPs2jf2l21lln5S+//EusD37wg/nLL//NtP/6r/+a1bpe85rX7PXnj3/84/m31e699978RdtXvvIVueWWW/KXbN5NN92U57T55aeffno+5eSjjz4qP/7xj6W9vV1OOukkufrqq+Xyyy+Xj3zkI1KJ5sUPzKtsTIm5lZX8qkJreO7+bFTJGANzAWdd3bAsnPNbmTsdlS2CuZoLR6zC692wObjMWGW+5UJV9FtfuzmcK1WcQ4ZTOjiszKcN8se0PCSQPaTN14+yKFxRmY8ZZRf0D+KyKBNC+fp5KFPBZUpO1iylA4MlMx28yrVgH5WcweKT4ayCQtsSWBbOj27D86p7qZafF5vfURNuHx3IR9DaNVuF5xlH2Rpa5kMGslCMlvmAjoeSR2DRvUTZ5+L6cB5I9sKT8Xb/87+jMkhyqI14NHwt5/ulZEIE1/s05joQUXnw2SLOlO7/uSkbnWuD8kZhm53fh6aiclRg3pZfvmZlcFn6GM7vNXYqPjsKdKMKIJ9Xy60tKvljCcgBs8o9KgP9TS2Dq9Ab7j8XlZwUmA+l5LyZEjOz7JYpmUGuI9xPNH24723ANYnyaOY7x9RWV4o1sxtbew7l2swhA1rL4onuiyrbhTmEidL3bgrnA9VvxONGQRmGSh+40LE0uCzt7YNltVzo2L63lo2IWC3PEWxXLYvaH+1YoLGG9nlD2c/avXA+gc+O7kPqPRfloyrtvQNtK7oHac/ZnJKXbWrCeYBuQGmzd4DPK/FQnpqXLG0Pb3cRzkxzG7dF5X97Ft2jlDElymbNWpWcN6XtwhsGWbNbunBZdI+Az184VePTxx9rHu/5w2M5L99MO+GEE+Txxx+XM888M/8WmZ/20X9b7KGHHpKjjjpKYvlvmd166635+vx0j/7batPT03L22WfP/Jtjjz1WVq1aJffcc0/+Z//fE088MX+Rtts555yTfw1297fbSpmcnMz/zZ4/RFReWI+JFgbWZaLyx3pMtDCwLhOVP9ZjIiKiQ+Rlmn+55b+V1tvbK3/zN38j//Iv/yK33367fOxjH5OOjo6oHXj44YfzPDSft/b//X//n3znO9+R448/Xrq7u/NvljU37/3NH//izC/z/H/3fJG2e/nuZSHXXHONNDU1zfysXBn+TVIiOjSxHhMtDKzLROWP9ZhoYWBdJip/rMdERESHyMu0iooK+c1vfjOvO/DMZz5Tfv3rX8svf/lLueiii+T888/Pp248kK644goZHh6e+dmyZcsB3R4RzT/WY6KFgXWZqPyxHhMtDKzLROWP9ZiIiOgQykx7y1vekmeZXXvttfOyA/7bZ0cffXT+v0855RT51a9+JZ///OfljW98Y57JNjQ0tNe303p6emTp0l3zfvv/3nfffXutzy/fvSzEfwvO/zxVsqxNErvv37thJfessT46AwjNvZ2A+c29FGSqafNAiwtnJFgwRzScr12hzYltQN6ONt9y1t0b93k02jzlofnNldwNTbK0DS53ff3BZemokndVVxU1b3W+vBBebpRcjuL6TSX/Po3MdAjV43yu6sB81dngUHB9VsvNQnOnF8OZD/l2d05E14uksSEq6yTV8hrBudayAgsd4TnZ097tsCzK9NPyMVBZ7TiittiCHBSv2B+ub6LMX4/mTi+MK9c+qo/Lw+fAc49vnPdMNDU3M5sU2TCPdZmIykaoHpvaGjG2MphxGgvdL7TcWQFtIMr91LI5i801Uf3ufHEan4EK1dfh7aIsUu2eDPKuRHB2WXQmld8u6MupZUF2jwF9tV2FXfS1kVWG7+cJ6MvN7fzbea3Lvp/lzPzmHKOsJTULF2XtKONgtN0MZLztT11GimD8VlDqagraLa2uolxorc5ICsYaShuePGWGob0LK1lZIMPQLsFjzqw9/HndY7ij6gbAWLG5MT7/SclVlGccUbpcOimiRDjNqh4Xp8UF4m9MI8h2RG1nXU10bqJ27ZrG8DF3Q3i8KmC/1PbFopx4pW0tJNFZj8nyjqjs8Bx6loE+j9JvykCdyJfPoW2C18aGbbgseP6itonjO6LzU1HfB11X+bNO5fayadMmWb58uRQCz9z8dK21tbXB5UT09Jl1LSwWi/LVr35VfvzjH+cvv+rq9u74feYzn5nTDmVZls/x7Nftvwl31113yXnnnZcvW7t2rWzevDnPVPP8fz/+8Y/n0062te16+XDnnXdKY2NjPlUkEREREREREREREdGh6Mgjj5RXv/rV8q1vfavkC7M3vOENctJJJ8knP/nJg7J/RDTLl2l+ascTTjhBrLXy29/+Vp797Gfnf//444/v9e+MCfyaC/j6+Ste8QpZtWqVjI6Oyi233CL/8R//IT/84Q/zuZ0vvPBCufTSS6WlpSV/Qfbud787f4F2+umn5+Vf9rKX5S/N3vrWt8p1112X56RdeeWVcvHFF/O33ImIiIiIiIiIiIjokOYjkPxLs9tuu22fF2rvfOc75aMf/ShfphGVy8u0k08+Wbq6uvJvf/mvnvqpGFtbW+e8cf+Nsre97W35uv3Ls2c961n5i7Q/+ZM/yZd/9rOfzV/g+W+m+W+rnXPOOXLDDTfMlE+SRL7//e/nWWv+JZv/lpzPXLvqqqvmvG9ERERERERERERERAeSf77to5VKvVDzz8vXr19/UPevLPgZT5W0HpoFHsv4l2k+s2zDhg35y7SNGzfmUzHOB5+9hlRXV8v111+f/4SsXr1abr/99nnZHyIiIiIiIiIiIiKip4t/5v7Tn/5UzjrrLDn33HPzF2q7Z10bHBzMv4RCRGXyMs1/M+xFL3qRdHR05FM5nnrqqfm3wkop6zflOydF7L6vXdMhHLqZ2PD0lkYJKE27e8LrXbMKlkXhpz7wHUnAlJwGhDKnTXi9Bh2Lypr4ME8tHBntkxps2xBclvXjYGWZxgGlsdJNW+Dy5Mg1wWVGCbbNqkAIOjj3eVkQ1mq6wtcyOg/GB3mjDPvZyoPBS7/wd2lcKLhXOHJ1cFnaWo936VePSDTwywsOhEGjcPV8+bKl4U2uw+HcKMQ4WYK/tVzs6g6v9oiVsGz6xPqotke1SOmUooD1DP+qTlJXGy5awPeHpLUlvLCnPz6oXjlWDoXCg6BoycLbJCJ6qqRlUXCZG98Jy2aTE2DFSr8P9SkT0C4r09kXOgeCy7RuToIejqA22R8L0C4X12/C263fO/t6Txbcvzy3M3yOjDbd/prl4WXrNuPtgr63dn/L0FhjbByWTcFybbt2MrzPxd7tcxrHPF3cdCrO7Hv8TKUyRkvD/VjbFB6DuSk8xjIVYLvK+Nsuag4uy5TzgaSDw9HnMlPGUahvloG66CU7w+2lqVPG52isUYvbCFMVHou4SdxntKvagsvS9Rth2QSMnVLwebRrR6uru8agcfU4GRot+fc2U/Z3lmxtjVhT+rykHeExnOkLf3YD7uWe29YVXqbc39zIiMTKNm8LLrOrwD3IH4snw2PhgvJ5BTw/csq4sbilM36sC46lGVCOY2Vkv8gfy5pwG+LAeDTfrwb8DCX23uLAMyvtGZ+pVvovoH1BZU1mREpX8xnO7bo+fMzRT37ykzzW6PnPf75ce+21+Rdc3vOe98jZZ5+NV0JEh87LtC9/+cv5W/Enn3wyr8DveMc7pKEh3PklIiIiIiIiIiIiIqIw/8WV3RYtWpR/Q+2v/uqv5OUvf3n+ou2UU07JX6wRUZm8TPN8BfYeeOABueSSS/gyjYiIiIiIiIiIiIgokn955r+Vtlt9fb18/etflxtuuEGGhoZkxYoVB3X/iCjiZdpuN91002yLEBERERERERERERHRHl74wheW/Hv/Us3/EFEZv0xbyLLhEcnMvvMF26rq+DnbQRaBmm81OgbLWjAnbzasTcgL5voFmUdJD86PEzCHdIpyh7R515V5xjOUY6DMxVzsDM/jrZ17h+agV/YZzZmdNIfn8lfnxFayssxDa8MLlYwLNFc3mlM/LxtYt/FzQ89jZpqfe90F5rsvLFkcLFfcHs46yYFzXWwA2VZ+u+C4oXnG1Xm7QXZZOqK0AVu7ojMQ0qXhz2uf2BydRZBp2S6gXmhzsmegrXXKubcV8bdKlAWQ9OBsjWwovNwq8/WjHBytrqJz5CbC9cAxM42IniIbHZfMlG4bEpBXaRpx3y3rA5lpv8+ciGqX65X+FwLu14kyo8ec8scANWMFHCu0TxrtPjOxLHw8qh5XMuLA/R7l8HkW5MuhfkJeFvXHlBwch3LgwJjMM0llVB/RuikR3M2YFVORiDH79ocM6Ivmy1E/tyY8zkqVLGN0Pqwy/kbXvQX7pF0nWn8RXbtGKYvGlVZ5yJqBvCstXw62l1rmcHNjeFl3H95ud2/UPqmZRkp7irL6tDxqV5yOPs7BTOL57lsXU5ES2Ye5Xz8WNx5VsgK1TD8EPj/SshHR+do+GP2cRn3mUVsT/XwIZVBqOZLFnt7oeyNsX5qVeg4+b7pxCywKx5VKjinKvnTKcxBUVwsgy9MzHW1R+e6pw+eP5pGvvrhbRrPBY1mSclcnIiIiIiIiIiIiIiIiOnzxZRoRERERERERERERERFRAF+mEREREREREREREREREQUwM20P2XRRMmNmPz82mH8/z4NC20Rz94Nl2n5ZJWsCzT/tqsDc/EoWWza+Iz7LCy1Hc657YE7lueQDWZAflwPrThqVfAxwrLJRfJwtOEd2xTJYNtsUnrva1NVGZ8QlLfgchTLJsnmeP9rW1og1geMD5j8vdLTjFYO6XNmJz1cK5vZPx3A2ooDlKG8tUc4l2q42n3vSHc4YKw7jefML7eF5xrOhEVhWwHWvZjKC9sWA9ebrHlb2C20XZWBMK9c+yoRowHkg6bbO8D5pOaDg9LvxcO6B8/ksRET7kbOk5s5qOWEofxP0r1QoQ0zJ6cnWhXM/rXJPNiDjyWc6R/djtaw20I9F+U5e0gQy7wp4iFk5NBmdg4P6KOgetT/5ZAcKytfWs7kLUdf6vPev6+rE2spZjYPVXOuOxfH7g3J8lGwhAXnabmAo+vrT6gzsiyrjZJiXrdQ3Aet2IF8sB7KFiiiLzff5wTnS2mmY4aRkOxd7t8dnFBbCdVWD9kvLu3KTU09L3zr0vEttW49ZFVyWPvRo/A5puWdzyaoEdabY3x99f0uVsa4BbSLM1fPLTz0+vE+/2wjLZmBsn42MxWeIgcz5fN2dw9H9JpSpqY7twX1VvdejfPBiIFNwP/IeE/CcI88WD0fWE1GZ4TfTiIiIiIiIiIiIiIiIiAL4Mo2IiIiIiIiIiIiIiIgogNM8EhERERERERERERFReXJm1w/NDx7LkvjNNCIiIiIiIiIiIiIiIqIAfjNtP9imhuhgZS1cN2lsiAoj99zI6AEJZHXrN4dXq4SmovBkU4MDtsWG33hnXT24LAgZ1cJLk/pwCLWg0Fu/X/0D4WV/vBxv9/HwcRYQAJyvezAcjm1aQSC3Eo7tesKBqhotWNkGAtStcyLzm60c5MBnN5U4cNpNgjDhTVuj98mC4F0NrFPK+UAh02iZV1wBgoi34WRdB9pELaQ4Gxqe9fU1Uxace6sFtwMGtFvado0Wvo7C6H29wTsWfZxtY31Ue5o5fM0R0WHImF0/pRbVguB50L/S+n2uqATPA6iNS5a2w7JmfGdwWTY2Ft3ea222mPD9wCxphUXTJzcEl9kq3G+Hn+nk42FZ89t1wWVOGWvAMYxyrGD/Btw3vWxn+PyaAu5DysRk/PgI3O/RsXLzfU+urfYXxb7bGVGubdA/M6M7ovt1Doy/XbEIy1rQ51fr2xz69LYh3L/KRvFxFNBXRdemZ6yN7k868EwBjqE98KwiWYTHq+lguM+fKO2a6+4NLrPVtbCsAeeo2NUNyyZ1NVHPi/KyoWvSxV+PoWvfmspZ31ftYHj/7RIwLvTHbftAdD23teHzlQ6Fn4dobbraZkeuV2uXkyZ83cvYRHizzY2wKNortQ8Cjof2PFPSLPr8onuj1gdxO3ZEXTfqfXVn+BzkwD0iGw23eSnHyUQLCr+ZRkRERERERERERERERBTAl2lEREREREREREREREREAXyZRkRERERERERERERERBTAzLSnzHOdlJhDutjbFz1vMspEy4suag4vVOYYNiCLR8sJg5kBKIdCyWIzaJ75aTx/fQbmJ9YynGxz+DgW+/thWdOBMzAQBz5T8tgmXBgcqx1/ciIsWv/gtuCybB3IYlPmn0a5BlqOAMo+8dLh4aclZ8nnAphAnczA3NoJyqfynx3M6S1KNgOah1zLyoCZAWtWhgsq+XdJHZhLvKhkam3dHlyWKnXVoJxIpY0wFWB+e5QH4Rej/ZrG12ABtBEwu3I/cixgWTSPfE/4HGi0fEDYVsOcACuiRLkR0eHFLm0TWyJnSbt3ankmydFHROWA5WVXr4zK6C1u64zPZ1HyNU1VVfy9Ed3fQN6r1hcwbTgHB+b79uJxiIBsKS3xzsRmQyn9di2rbS73VYsynpTzW+zsisu/9eO5+YxbGtspYtNZjRvV6wSM/bTsMpSXMyfK50kaQD9WGUukAyDzWsvLnsJ1OfozKflPsO0K5GHObHYS5HQrbROS9fVHf16zogOXBedIy8TLhkeCywpKe5r2Dz4t42SXZuJMOutz7UCOqXqvQJlprS2wqJZTh5hC+Nq2aBysSJpwdhnKzUL57fnyunBfwG4MP//xUpCLVlBy7RzIWjeti3DZ3u1R91yviHJqteeo4LmAAxm2at7oHHIzC6tWhNebTYpsiV41ER1i+DKNiIiIiIiIiIiIiIjKknO7fmh+8FiWxmkeiYiIiIiIiIiIiIiIiAL4Mo2IiIiIiIiIiIiIiIgogNM87iEdGxdjpmaVMaXNk6/Ni2wSGzVndw6U1eZdh9lX9XXhTYL5lNXcLCUbyoB1u9HwHNC5hvrgIqvNqT++IzoPCc0tbpS5uLO+7VGZaN70miXBZRVKLgeaZ94sBpkOfjnIN0mVOc1D9cg6KzKHGICS8/cH5vBPViwLFnNKfUOZflq+ggUZCjCLTVn36HHhOczr123Eqz3hmPCy/34Mlk0KrdHHIgtkAuTLJifwdkGmn5ZNhto8u1zJTwCynl643IJ59U2tMl//2Hh01oStBnPuL8b5BOm2cD5LAu4Pzk2J4CaTiA43Q6MitnR75Yrx+VXZhs1R+WM5kONjly0N79PGzdHtPcrS0TJWtEwjxA2Pxo8HlByw9MmN0ZkjKHPGgvuMdt1kI2PxfQFw38zLgn6Gdl9F4xhtnxFbD8Y//p4cjt2dtWxip2QlspYyZayLcmeLm7dFnw9Uz9MhZQwNFFYsh8szkB2l9c3g+Bw9E1DGElrfG2We28bwNTTXvOJsaDg6bw19JtuCx6uovc02bY3ONzTg3rFfnyni2jAuFcGxU7OSrOyQJJRjCp6JFEEuVkHJEENjB1Gel6A6Y0F+oZarmIF8Me1ekYB2VysrSnuZ9IWvXTeH66sInjvl221uDi9U+hEoUw3lqXkWjO3RPVd7hmLqlHzDwakD0ufKFjeFl6XMTCNaSPjNNCIiIiIiIiIiIiIiIqIAvkwjIiIiIiIiIiIiIiIiOhRfpl1zzTXynOc8RxoaGqStrU1e97rXydq1a/f6NxMTE3LxxRdLa2ur1NfXy3nnnSc9PT17/ZvNmzfLq171Kqmtrc3Xc9lll0kRTAFCREREREREREREREQLgJ/ZmD/z+0OH1su0n/3sZ/mLsnvvvVfuvPNOmZ6elpe97GUyPv6HnJj3ve998r3vfU9uu+22/N93dnbKueeeO7M8TdP8RdrU1JTcfffdcvPNN8vXvvY1+dCHPnSQPhUREREREREREREREREtFOHEx6fBHXfcsdef/Usw/82yBx54QF74whfK8PCwfOUrX5FbbrlFXvrSl+b/5qabbpLjjjsufwF3+umny49+9CN59NFH5cc//rG0t7fLSSedJFdffbVcfvnl8pGPfEQqUVhviYBTY5JZB2GjkGNbg8MvBQRnwjByLehcCTe1tbVRQdjG4uDTDAWBKmUN2CeNA2HQtgGHxBY7u8Jllesnmw5/A9IooanoHFnlWFV0DUeHzcNztL0/OmBWCwE2gXpks0mRcP74rPnQX1ciID3XGK7LJsXh3RaECWuB41IIN7XZzgmJ1fizJ8PrVcpmVYXo6x6FUGsh6KZQcUACf1G4uldobwsvHBzG6+5YHPd5lPbUTk3j7RbDy00l3q4o1zPcLrjWDbjvGF+XcfNDRIcZlxbFZYG2ffWycMFHw/e3OQfE94XvYbajPbpP78Z3Rt+jkjrQL1f6k2LD9/N0eDh6PFBcuw6WLSxuCS7LhkdgWQf6Ptr4B953lT6IrQB9n7bwvT7fr01bwgvBuc93C/S90b1+9/g0uE9j4T5G5vB6ZyvbsVMys++4J2lujq6raGzowBhrv+oFKovGjcs6YFkD+shafUPXrlGuXTRuLLQtgWXTgfCziulnHQHLFu55NPraRZLWcPvhZS7cZha7ew9Ye5p27j0D0p5sdZXEKvbgfQ6OvcBxiOG2D4gzlbMaq6vtUB9+fiCgnmcbQbuqbNcpz7tMFThfyixWsM1W2ia0z6j9yIHxnVHuUQLunWr/BRxLs0hp43eAvs8cnkmi8aj2mVwx/hzZmmpYVkA/woyEj4VNledFRFRWDurLtKfyL8+8lpZdnSv/Us1/W+3ss8+e+TfHHnusrFq1Su655578ZZr/74knnpi/SNvtnHPOkYsuukgeeeQROfnkk/fZzuTkZP6z28gIHvAR0aGH9ZhoYWBdJip/rMdECwPrMlH5Yz0mIiJaoNM87inLMnnve98rz3/+8+WEE07I/667uzv/ZlnzU37jzb8488t2/5s9X6TtXr57WSirrampaeZn5cqVB+hTEdGBwnpMtDCwLhOVP9ZjooWBdZmo/LEeExERHQYv03x22m9/+1u59dZbD/i2rrjiivxbcLt/tmzBXy8nokMP6zHRwsC6TFT+WI+JFgbWZaLyx3pMRES0wKd5fNe73iXf//735ec//7msWLFi5u+XLl0qU1NTMjQ0tNe303p6evJlu//Nfffdt9f6/PLdy0qpqqrKf/ZbC54n2PWH54k2tfGZaZp0YDC6LJqvGS3T5j0WlB2V4Dmi3Y4doGx4XuOcMVFzImtzNavA8dDOD5o334G57fOy4Po1zeFMo3w5yFdIx8E58J51dHBR0q9cj6E53yPngg/VY1tdI9aWvtbcltLfVt21G3g/DJgn3ynZVxm6tpXcFzhHPcoVATltniuA7SrZLigzAGXy7dpwFl1XU3DtajlvbhLMBa/lYj7yRHBZ0oizAmV6OnoueJRDYsB87WpeDTgW+XbrQc5kVWX0dRNc5WzvyUR0yAnVY9PUIMYG6nd/OF/IgsybfL2oLVIyI1FmTtbdF9/uTk5E3+tdlkVn0qK+uXZvNNYdOaGXAAEAAElEQVRG5Q55KcgbVe9vIH9TlCgseJwVqM8/eSTIVvXdqm3d8dkuINMKZrHN4fNYNxWVYxq8J/truMR1nI2Nw/UlIH8maQlnMWfKmATldWnXPcodFy3zGuyXNqZE4wU17xzlAyn5y6h/Xfm7rdHPQbTssrlAY12r9TfBcwGtrooB61bGKejaSJR2PA3Uo8zh7KdZ12P/GUwy++cpKG+yuQnvDMivKm4P5xfm625sisopzR21Kly2Vrk33v9I9D0Itj/gGOfGwteQU7JIC0sWR92vtT6Xtl2UIafVt9B1r2Vq5us+YkW47FD4mUG+HIzP4XMbf6zQOBk+T5rf/EMiOoy/meYfXvsXad/5znfkJz/5iRxxxN4BuKeccopUVFTIXXfdNfN3a9eulc2bN8sZZ5yR/9n/9+GHH5be3j905u68805pbGyU448//mn8NERERERERERERERE9LRyhj/z/UOH1jfT/NSOt9xyi/zrv/6rNDQ0zGSc+Xmda2pq8v9eeOGFcumll0pLS0v+guzd7353/gLt9NNPz//ty172svyl2Vvf+la57rrr8nVceeWV+br5m+5ERERERERERERERERUti/TvvSlL+X/ffGLX7zX3990003y9re/Pf/fn/3sZ8VaK+edd55MTk7KOeecIzfccMPMv02SJJ8i8qKLLspfstXV1cn5558vV1111dP8aYiIiIiIiIiIiIiIiGihOagv07SMIq+6ulquv/76/Cdk9erVcvvtt8/z3hEREREREREREREREdHh7qC+TDvU2IZ6sWbfwFDXux2XA2HDWihzBgKDUVjwfgXoorIg5BhtV9unDAUCK8HK6PNoob0CAtTTvn5YFIWbqoHi6NwrYdAoOFsKdbCsVIWDbVMQkJ5vF5wjC0LCvQy8AEdB0Si81vmA9PlUSERs6es0GxoKFjOFCrzeJHyNJe3hYHmv2Nkdf8xBCC7aZ1OBP09y3+/gcrhPIJxdq6uoXmjHwk2B9kcJKYbrHcUhxYhZ1IzX3dUTvW70mVCIvRpkr31eVM/TDGwULCOiw1K2fUCyEn1rz1SG+zKmEt/D3GS4jUuHh2FZdJ9yxWK4YAEPmwrLOoLLisq9AN2zHegHaO291rfJxsPrLqxeCcsmGegjg3ObGwyfI+fwvQSORYyN7oMURnF/NGlqjOoX5RrD44XCM4+CRbP1m6LGKc7FjxNLsdWVJcfJcryy/799MrzOejDe0X7pFpxrbUySDgyG9+lY/HnsdLj/5SYmYVltHA2B8Zs2XkXLs6HS47OZ5ZMTUePgfPnStvB6t3bisotbg8tMbQ0sm/b0xu9zTXjdKRhHam2EacHjBVGeGc0X/wwoGH+DriN0DfUPwG2ao9aEl4F7Qb68ujqqHnv28Y3BZcmK8P06XzdoX2wlrsf2iFXBZdkWfN2nXeFnBknLIlg2GxmLet6Vb3dkNLissCRcF9WxIXh+orXzbhr0x7xN4WOZac/wWluin1mmA+F2wIHjWHR47E5E5UVp3YiIiIiIiIiIiIiIiIjKy3/+53/KW97yljwibNu2bfnf/dM//ZP84he/mPW6+DKNiIiIiIiIiIiIiIiIFoxvfetbcs4550hNTY089NBDMjm5azaB4eFh+cQnPjHr9fFlGhERERERERERERERlSXj+DPfPwvBxz72MbnxxhvlH/7hH6Rij+n1n//858uDDz446/UxM20/5pDWsodQppGmcNQRwWXFdRtg2aSpKTovAu1zctwzgsuMMq86mu8bZWNoeUnq3Pe9fVEZYbv+QXzWEprrX8tMQ3O2G5CJ5jmQcSFK1kRSB+aKVzJK7H8/EVympSXZQLaUySZF4iOr9tVQL5KUvl4cmENfzSicSuOzosA50dqX6JwUlMmnfV4lF2Yu7SHMZFwUbtM8140yEHBWG8o5QPkI2vlLt2yNzyisxu0abPeUNhFdzQ7kfeRQm/n73+ApXW6e8w+JqOxlO3ZKZkrnXhjQnmh9N9RnLKxZDcuidhtmjCmZI9n2/vg+BsjcghmYCi1LCfUJs1Ylr/jRdcFFtj2cleQV+3GeMQSybApLcbaLoGzWIZxZ5MD1qvb514bHdGblsujPi/bJzXM+i62rE2v3HZ9kv1sfnbmFNxg/PtMkII8rfSx8XasZ32Bsnpct7ozL0lYyj0yijN9a64PLskGcA4baLtuMP2/aEm5DzDb8O92uCZTdsTO6zqh1FYwJtPbUgH0urt+IywbuPcaPQZToqPm6J8McQnD9JUeGM9FyIONUy/JCWW1a/p2ADFTXr+StgTFaOqY8uKgDYzSUL7YfuZ+xtD5VAeWxoWxLb3g0KjdRe3ZYBM/3vGxnFn0cHdhuOqw87ySisrR27Vp54QtfuM/fNzU1yZCSiVoKv5lGREREREREREREREREC8bSpUvlySef3OfvfV7akUceOev18WUaERERERERERERERERLRjveMc75JJLLpFf/vKXYoyRzs5O+cY3viEf+MAH5KKLLpr1+jjNIxERERERERERERERES0Yf/3Xfy1ZlslZZ50lO3bsyKd8rKqqyl+mvfvd7571+vgy7Snzflu77xzH2QCeUxnlK2hzaxfbw3ON2y2V0fkKSQPOOUDzhaNctLSvPz4bSslMS8FxLijZC2geaJgRpsx7rc3FnQ3hbDrIuej569H80zZRvnAKjpVRPq+bAHlJilDOm3Pzm7PktveLM6WvNVsVzspwJ4WzAvPlv/xNeGGtkrkF5u3W8g1j65vDTQ/MQHBT8Xlraj5Lc+nsPC/bPoC3C67PueSvqHPfg/OXrFyhXo8hmVKf3OhYXHaZktuAsuc0Dtw75rsuE1H589lmNnBPNiCf04Gsk7ysBTlSSt8saW2J6telg8p6/+iY4DKztSc6F0amtWNh4jN+UIbYWpzxk4JxiC0k8TlMSo4pundmA0r/eXH43Kc9OJ8FHUs19wettxZnoGpZyE8XNzEhzmTz2me0y5cGlxU3bI4fc6Lr2p9rkJcEcxO1PrCSSZuhuqxl/KC6rPUJQSaxmi0+h3GwbQX57koWpHk8nF2XoHyn/Wj3YFm0X1qe1Vg4N7rQEb7WvWKgb+60Ad0sFVpapFAi+1AbS7kM5NA1KuNgkKtolyzGZY2Jzh8z6F4CnsNoY0MtAzWrDPdtEiWf3u1Mo56VeRY8/zMr2mFZKYaPZfGxJ2BR1GYmzY2wbAayyzSontsa/NwRSZSMOPQcFeX55uPkcLwcER1g/ttof/M3fyOXXXZZPt3j2NiYHH/88VJfH86VRfgyjYiIiIiIiIiIiIiIypN/Vx7/eyL0VAvsWFZWVuYv0eaKL9OIiIiIiIiIiIiIiIiorJ177rn7/W+//e1vz2rdynfViYiIiIiIiIiIiIiIiA5tTU1NMz+NjY1y1113yf333z+z/IEHHsj/zi+fLX4zjYiIiIiIiIiIiIiIiMraTTfdNPO/L7/8cvmzP/szufHGGyX5ffZlmqbyV3/1V/mLttniy7SnhOhmpULStWBeFICsBFLbsXBgsFm1Am8XhBxnXTjo3FaHw64dCNVUA31BMC8Kms/3qbY2KihaOwfuGath0UJPeN3Fzm5Y1lbGh5ui68po6wXh6+ngcHwQeLEYH7haoTQnczlWs+AmJsUZN+tActs1ANeborDhyano61O7hlB4cgbCkecSZK5dfw4FqEsaHTRs6nCANWqbNAUQcF3s247LtoFw7B3hsHH1WIHrQitr0T75z7Rhc3SwcjoaTkcuoHDrDAdyE9Hhx/cbMlP6vpA0NwfL2eVL4XqLa9cFlxWOWAXLppu2BJeZQkV4vS2L4HqldyA6biBF90bU/5hjH0OawoNHNwL6GJodO+FidJxFGS8YG+5zuWJ4bJQD/UCNeh6AbCq8z6ayEL1dg8ZdzmldsllJx3eKMcVZHxcHxjtTK8J1qnJ4FO/P8Eh4m8r1Z0E/CPVTtc+Lxkla2bnQxudZX3/8ysE1pn1eW7DRz0jQZypuHzhgbaKbDI+xk0X4N9cd6tcr12RSV/o5iHNTInNoivdZ3xQYJ4N22VSGl9nN+HlJEYyV0PH2kuUd8f2E9Rujx8mxbZqXPLI+vNnGBrzuufQFQJ0yfcqzNOW+i6C6XFy/CW8WjGe19gVx4J6brxs8S5vL50Vj6NQp/RMiOqC++tWvyi9+8YuZF2me/9+XXnqpPO95z5O/+7u/m9X6OM0jERERERERERERERERLRjFYlEee+yxff7e/12W4V9yL4XfTCMiIiIiIiIiIiIiIqIF44ILLpALL7xQ1q1bJ8997nPzv/vlL38p1157bb5stvgyjYiIiIiIiIiIiIiIypMzu35ofiyQY/mpT31Kli5dKp/+9Kelq6sr/7uOjg657LLL5P3vf/+s18eXaXvyc8uXSDVAOUs5MAW2UXKkzGR47twdx7TCsjX/+bvgsgxmGuHMnAzMQT+X3AZpboyeczRV5tNGc3zb0YnoualD85fP7BfIrEpAtpA2F7w2j7MF81qrc9CDPIl0PI3PbVBymGQqsF2Hr9XZyiYnJTOlr8ME1OV0264GNSbTzw3hnDo4L7s2R3kC8gbQvP9KfoJtAtkvtTi7rAjyZizIeNOubW3eYbsiPG9+tm4DLJsODEbvc/GoZeGFd/8alkXZDOiayoH7h+vdHt3Gm9YWWNaAbIMMLfO5DkRET+mfGVO6j5YODQXLFVoXxWflDgzhfQLtMuznFnAfOBsK95/t0iWwrFXyN+F2p9L4/NTu3qiMHC8B+cvFTtynQn1kp2WRavnNSDGNHrOh/ovW90bLkw2deLsmXNYVQX7cPPevd9W5feudSSqjc7qTfpBP1lAP1wv79F04wylZ2h5eCDJvPFMR/jwFpZ6nWzvjcgT9cUTjaGvj+5NKNiLKHnI74jOAbD0+v+nIaPy6Ud60NsZG9wel347Gg+k4btcKy0rnf5lscl4z03w+pzFTs74GUX6VlrWN8lG1bCuUE++m8IFBn2cu9xEtJx5loBaUMTYcNyoZcQK2myn1KduJM/0QdCyt8hwV9Zv0DYPnjoF+58xiGy5rqsJtvNZPRJlpRHRwWWvlgx/8YP4zMrKr7WlsxO8oEL5MIyIiIiIiIiIiIiIiogWpcQ4v0XbjyzQiIiIiIiIiIiIiIiJaMI444ggxYLaH9evXz2p9fJlGREREREREREREREREC8Z73/vevf48PT0tDz30kNxxxx15btps8WXaU+aCzsy+c/5aZU5lNE8wyqfyzIbNwWVTJy+GZavmMLdxML9KmSfYVOD5hzOQIebqlOy57QPR2UJwfuIsi58LXpvHG2RRmEacmZZuC8+bX1gWzobK9wvMu67N84zOPZx7WlmuZaZlPduflkwHP9e4jchn0TLu0jlk68HjptQpU10dlW+o5YA5NAc9+KzqfO5KxoWA3wYxR63CZXv6wXq1xLUwuyg8l7+XJiDrRDnOMHMzxfUNXRsO1WNfFpwHN4jzhFy2b3boDNReuvjsDCJamExFIsaUHm5Y0G9IN26OzkIx7bj/nD4e/s3DBPTdij3hfDEtRyPrA/cvfyyOCN//so1bYdmkJZwvZ5Rc1mJvX/R9tbAS5IlqeUd5TnVgkZb5Cu67WtkMnEMtS2kuUKYQ6pt6SXtbcFnWH86DNf4YzyFebn/71+oxB/2GwlB43JgpfRW7anl0/lja0xefZ3vEirh+qtZuKRmFArLn3LCS82Zqoq8/NS8dsJt7gsscyITe9Q+y6DEOzLlWxvboelaz+BaH8+6150nBTM4s/vjPdpycTRejxn6q5eE2TJ7E9/oUZKAmS8LHOweeD2mfB7VbcJykPBfQ2jX0HGd6GR6vVqwL59qJts/HPSNc9AmcS56gLDdwTXkpygBXnkuhZzfouY2acwr6J7lV4ed0Zi3IFvSrnecoUyLaf5dccknJv7/++uvl/vvvl9mKf/pIREREREREREREREREVCZe8YpXyLe+9a3yepn285//XF7zmtfIsmXL8rkrv/vd7+613DknH/rQh6Sjo0Nqamrk7LPPlieeeGKvfzMwMCBvfvOb8wC55uZmufDCC2UMfDuKiIiIiIiIiIiIiIgWCP8tQP7M788C9v/+3/+TlpaW8prmcXx8XP74j/9Y/vIv/1LOPffcfZZfd9118oUvfEFuvvnmPCzub//2b+Wcc86RRx99VKp/P/WZf5HW1dUld955Zz7n5QUXXCDvfOc75ZZbbjkIn4iIiIiIiIiIiIiIiIgOppNPPjn/EteeX97q7u6Wvr4+ueGGG8rrZZr/Op3/KcV/sM997nNy5ZVXymtf+9r8777+9a9Le3t7/g22N73pTfK73/0uD4v71a9+Jaeeemr+b/7+7/9eXvnKV8qnPvWp/BtvREREREREREREREREdPh47Wtfu9fLNGutLFmyRF784hfLscceW14v05ANGzbkbwn91I67NTU1yWmnnSb33HNP/jLN/9dP7bj7RZrn/70/KL/85S/l9a9//fwEsioB3KaqEB3a6ybDYddNjw7jsig4VQv7HN8RXFZYvTK8TS0MGgQCm378eYrD4eUFEL6db7cY/rwOBZsqQa8qcJydEr5uq3Z9u7KkSRyObKriQ4BNBQi4znDQa7YTBNsqIfehQGenhMvOlj82xlTO/nyBurjrH2RR9UlrQ5wSeI/ONQwyB+HH6vnauRPvE2rX9rhBlVwMAtRlCw72RmHCFq03v3Z3Ru9zxWNb4tphpX0pKkHmheZwW5xtxyH3FgTZZ8r1ikK5XXEaliUi2lM2MSVZnrq+L3vckcFy7sFH4HptbbhtdZ09uGxF+P6Xgr5bYTn+Jb1s+0B0H8P1bI9ud7OBiaj2XKX0z7I+cB/S+nbgHiVKvwjdz20t7vs4MF5IFjXh7Q6PhLfb0ADLpkPh8VOhtRWWFXC9Pp2yqdJ1Oamvjz5faXfPrMcNMzZtDS6y7Yth0XRbV1Rf0yts6w0uKw4MRvefjYA64Y2F+25uhzIOWQ7G0Z3hY+Elzc3BZSmoE16G+u31dbBsYc3q8Hq7cBuPrh3t2YwB++XG8fjI7Qgvd1N4bO+GS997nMPlZiubLkoWGPcUloTbonQg3IYZpa669eFxlCT4ORs6burYHYy/4XjUmwzfV5NFeDqwFLQDRrsng/be3ov7RRlqX9A91y8fCcfkGIvHya4//Hmd8kwS1Ud1zImO1Rz6Puo+d/VFHSvj8HEkogPrIx/5yLyu79DonZfgX6R5/ptoe/J/3r3M/7etbe/OYaFQyOe73P1vSpmcnMx/dhsZwR1BIjr0sB4TLQysy0Tlj/WYaGFgXSYqf6zHREREf5AkSR4R9tR3SP39/fnfpdovcT0F/lWQBeqaa67Jv+W2+2flyvBv/xPRoYn1mGhhYF0mKn+sx0QLA+syUfljPSYiIto7SqwU/4snlRHfZj1kv5m2dOnS/L89PT3S0dEx8/f+zyeddNLMv+nt3XuqhWKxKAMDAzPlS7niiivk0ksv3es3ddjBICovrMdECwPrMlH5Yz0mWhhYl4nKH+sxER22/DuT0u9NKEaZH8svfOEL+X99Xto//uM/Sv0e05P7b6P9/Oc/X1iZaUcccUT+Quyuu+6aeXnmOwE+C+2iiy7K/3zGGWfI0NCQPPDAA3LKKafkf/eTn/xEsizLs9VCqqqq8p9ScwmXyloyteEcsFzgDef+QBlUZivO00G5AGhu/rwsmica5RwomVooHwjNi69xWsZPYzirIFNy3nwGQKzCso7wetsX4e0+9Gj0PN4GVF03jeeXdlPh5clSJZvOguyvmjnkckQI1uOOdjFJ6eOXbO2Kzs4zaF52JS9OyxSAIucSLypZgQnKKlDaNJeA/DiQfajlKqJ67BlUV5V9hnOnazkGoM5o9c1kVVGZd7k0fJxdppwjkFOh5ZDAOepR/l/kvTBUl4mofITqcVJXI0kox3T9tujtoX4SyivR+m4C8iizpTgnJesM99sT7f6G8lF3KvcKROmfaFk3SAayzbT7WwbyWdScFCXLGhatqY7OQ4J5V624zy9z6QeCPohdtTy8LJ0UWXfg78npWPhcqrlFKItHOc8wg0r7DWO4bqWPpOU0obKgvqWjOGs7aWqKz2FCGT9avjvseyvPBWpwLhoydFq4na7/ly3R7ZqW/5QODkfnMBmUu6jk2oXGiqmLyyoO1WNbUyU2cE8u9vbF1eOWcK6el23tDJdV2hp4zOeQx4XyUTUoP9OzSo5kLO3eiJZbJZvOoKxSpY1A9wA1o1AbCyPg/GvP9worl8XlwSpsa7ifaLMpEfx4l4gOgM9+9rMzz6puvPHGfLrH3fw30tasWZP/fVm9TBsbG5Mnn3xy5s8bNmyQX//613nm2apVq+S9732vfOxjH5Njjjkmf7n2t3/7t7Js2TJ53etel//74447Tl7+8pfLO97xjvzDT09Py7ve9S5505velP87IiIiIiIiIiIiIiIiOjxs2LAh/+9LXvIS+fa3vy2LFim/AFcOL9Puv//+/APttvur6Oeff7587Wtfkw9+8IMyPj4u73znO/NvoJ155plyxx13SHX1H36r8Bvf+Eb+Au2ss87KvzVz3nnnzXyNj4iIiIiIiIiIiIiIiA4vP/3pT+d1fQf1ZdqLX/xiOC2Un9Pyqquuyn9C/LfYbrnllgO0h0RERERERERERERERHSo81/Yuvrqq6Wurm6vHNFSPvOZzyyMzDQiIiIiIiIiIiIiIiKi/fHQQw/lcWC7/zf6Itds8WXaHrKJKcnMvt+Uc+M4MLYAwp+z3u3RQaFGC9iurIgO+5Ts/2fvTsDsqOq88f9O1e01vaU76c6+EbawyOKCoDgiioozozCOKyAyzAwDLoCIvH8EZRF0BkUGxOVVxNdhUBR3VgFRWQTZ1wDZl97Snd7XW1X/51RITNL3fH+5596Q3M738zx5IF05detW1Tl1TlXX+SbuRQ3ukPRkHU7NDGumFBAYHnmFnKeGh71DmVGgc6yFaoMg86BbCbYF2xUr55wpy/jvKyBRwpGTVxuiXIJ+XDaYUp3758mYiDvrOX/9gyLBeN7B30YJ5k1AyG2i7HNYH5Xw7rir27ksnOPOhky6e/A21YF6rpx/6DwJqqpg2aA693lgxUoYNDq3A1AXrQS0edkN7n2crhvU1aDOP2Raa6fRsUfByVbS5267gtFR//0M2p7AvmmO856JaA/j6ltbpjz26pulZUF/04D2L1Vd5bVeWbrSuw+s9utAPzYG/Q+9j+G+9llBfZ1zWbQRd87Q9UDre2MVcGky5r7QxEo/1lSAdQd4IJ2Mu/fl2Fycv5BZD8ZPlfj7xht7vI6BxP7jAec4LsdYLtM8DRbLorEwGBsaZSgLKeduISJQl7W+aNA83bksu3KV8sH+4+QEjGfDhgZY1sxwb7NZvsq/rip90bqX+txlYUmRsMldH+Me93rVY6i0pwk470ymDJcdHXEs0L5tfoKGegmCirzbT9TWxJ1d+ENRPQ+U8Xfk/v5oXK8tDx33JbaUjeO872lskXHvq2xbBy46vcn9ucp1FY11NVGvu14YcM9R64OoY13QRqjQ5yrX8xiN/ZWb6tG+89wLH37GuSibuO+jEdHOn9pxUk3zSERERERERERERERE5M0+V/Z/tkzb477MiQ/TiIiIiIiIiIiIiIiIaNIYHByUK6+8Uu655x7p6OiQeLs3kJcvX57X+vgwjYiIiIiIiIiIiIiIiCaNf/mXf5H7779fTjrpJJk5c6ZXTtrW+DBtB2jzEwuYp7yQ/CpN0u+e/9wouUUGzMecjLmzGWKQ8ZYuB/Mto3w4K7N4kXNZtHKN95zYAZi3OgUqkTbPcwLmW9bml7ZzljvXO4b3VYLmmVfmVkdztpumRly2xz0XfDIwiMs25M7lMDbToYjRBkl/vyQmd52NQSYJyhFMgUw1o+1zkBMGj6XShphed8ZYpByPDMiMUTMBwL4K9poLy8aoLhdyQQNz6qvtj5bnCOZdz3biXMxChDXuPLYEHHvLVJT7ZQLZ5eDcSYZHUEm4XiLa89i2N/FoGgKlnUIZLWpuMMpTmt3i/swXlsHVohwVrU8o2ax39gfaV1EPzk/NgP6JmjmCstyUnLcA5IQZJXcKZUcl2ueWuY9DpOS2ov51+Vq8n7NoPKj0I9B+htfruMghpun3j/POuw1BLh/qA8N8O+XcznbhDKfwoP3c633mRVg2qKj07otGa9d7Z2rB8YA2XgV9YNyvEzFgTKplNMF6rrXTr6zxLptt7/Dez4L2lZLRhc4NrV0LHO1tkIQiYPiar6ShVpIw93EJNlR6XcOMkvuYHQb3S2a6r7npcpCphe6FFZonirLctPs0MehjZPZx3+9KgbLBovm47ADIDFX6INHqdc5lBlw3tay9cO4cWFZAXUWZi+l2gXsZidL3EXDt0XIkg073NS+L7gkVOf+QiPJz++23y+9+9zs56qijpBiUO4hEREREREREREREREREpWPq1KnS2IhfHskHH6YRERERERERERERERHRpHHppZfKRRddJEPgbdp8cJpHIiIiIiIiIiIiIiIimjSuuuoqWbZsmbS0tMiCBQukbLspbB9//PG81seHaTsyF/wYnh9bUHaZkjeQxO6XA+N+LRMHzEOO8pDSlcdeOUyZ5ulwtVmQYaGJmtz5QLICzzEc1ta616vsR+958e26e3u9tsmKwRz1arYGyJYK998HFk1AZlW8CmfToSw+dV7rWnB8i8ju19hE+ZdTtj8o828uUSZE0DwNbxc4JqbefY4Z7bwH89tHHTi/IwT5LOj80nLrtBwD1J5qxw8JtHyWAtoItF1oP276B6FXvk76uSBHJZiufF+UIwDngldyB4mIdjTPpE7pQ4H+ZnjA3rBs9rmXncsyoP+l5eWgfpCW5YXa1gBkTmk5mBmQn2lFC2a41/s0/s3NBFzPtbzpABzfuMedv5xuF+i/hErOFro2qhlOKPwPZEZrtNwpdG4kIEcrSYqbmRZUV0mQI5NYy0uKQAZQiHIGm6bC9aK6GoOM53Td6zudywKQI6iN31BGWCobe59/wdQGr4wwbUyqZTej+xxam4iy1I3SRqD7HCifUhufa2VRO260zDTUr9cyqxwZT3GC87nyZTo3igly7/sE9fHnzHQuSlqV828qyInvcuepqe3HgfieB8o5Ve+1oDGNMuZEGYWjc9z7wqpAfYU+nBEn4yDvT7lGhQvnuRdqZUHGGMqJ1OqM1kYIyLVTcyRBXY7nu/tFqWdf9vpcY+tX/reoyIftr/kENlNuk2Rfvv/97y/q+vgwjYiIiIiIiIiIiIiIiCaNiy++uKjrY2YaERERERERERERERERkQPfTCMiIiIiIiIiIiIiIqJJY+rUqWJyxCXZn1VWVsrixYvlE5/4hJx66qk7tD4+TCMiIiIiIiIiIiIiIqJJ46KLLpLLL79c3vOe98gb3/jG9GePPPKI3HHHHXLmmWfKihUr5IwzzpBsNiunn366uj4+TNuaCTb92U5QZrwDStXgTBBgGivhppnm6e6FMQiQtcrchz5ubfcPRwbf14DPTL28xr1MCYNGMtOneYcja8cg1/myIwHV6r5EobdKKHNSnvEOVtag0OZ4QAnFLXME/UbKuZqnsHGqhI5g5UgJOUZiEAiMzvtUjt+A2EIL4M64A5KTnj7/QPuBIeeiQKmrKKw8mNbkfe7GA4P4c5Xgb1/xkHtfqMcAhExbmSb3/oi0QOcZzc5lcWcXLIu2K7tqjfc2o/PV2FPOv3khoj2ob20FDXXOYvEaHFof1tW6P3JY6T9Pa3Quizo63QVteDwAg+czGe/rUKL1J8F1VRO8uMr9uajvYo9Bfb1zWdTbC8uaoWHvvnc4pcpdVrmuor5RZv5c7zFbdn2r2jd1btOge19o5x3qjyUJ7p/kKx4eldhM3JZAGbPAPiWoM/FavE/jw/dzf+aTuD+Z7d7o3qR6d7uUrlv8hQ0NzmVxf7/fOMpuU5W7TlhJNus1lk1Vu9cd1kzBn4vOTzCuSjcLnBtaWVTfoo24bcpMB/12ZRwJx9jK9eM1U1MtElTkPbYIwTXZ1NbAj4TXsJnusY4VjLjPIdOH67kpL/O+R4fuW2nnH7pWlK/H9Rzdh4vBvtDOsUC5l2bAtTPq7oFlw6nuvkCw3yJYNn7hFa/xd7q8oty7LOoLJIHSJoL7EeheRZLsnPsYRLRj/vznP8tll10m//7v/77Nz7/zne/IXXfdJT//+c/l4IMPlmuuuWaHHqYxM42IiIiIiIiIiIiIiEqS/QVf/inun8ngzjvvlGOPPXbCz9/xjneky6z3vve9snz58h1aHx+mERERERERERERERER0aTR2Ngov/nNbyb83P7MLrMGBwelttY9+8nWOM0jERERERERERERERERTRpf/OIX00y0++67b0tm2qOPPiq33XabfPvb307/fvfdd8vb3va2HVofH6ZtlzGT5IgH0N5qxBkJyly/YL5mLYcpmQryIgZxvkK0bJVXLpaWtxXUgTmzlewFlJekzQUP55lX8p+CubOdy0w7yM7Q5kVW9lU8Fnln06F9ma3H2RkZsO5gqnsufyvpH/DPs3Ltj/i1C1mCWXNjOFvCBO55yE0l3ufJOFi3ku9hAvexjgeHvM8hdH4GSs5gMgyyTjbiedXRfO9q9hzKG1AyH4KqSueySMmpCEAmRCEZhOjYblp54l3f4HJlX8Xg+MJt4lzwRLSdsKHOmWOaaPkfQNTnbrczSgYLEi5a4P7M5SthWQP6z9GGLu822ygZqCiXKO7DebZhM7je1+PfzIxfWia+UJ8rM3smLgvGC9q1EfYzUK6UXTfIeUP5cZZB/Wslf8c/L7a4E9AE5WUSmPL8c3zQOsMx77512Idy98a9c9zMDJBJnuY0gbEQaJesbFeXd9/M9PR65yaibKFktIBxmJaxrGQS+573gXKMki6QiQfaaSuLcsOUPD2YhaxkpoU1ue+hJMmYiBJLnpfeAZFgLO9xCcwJA/cH0rIx+O7LV3tnQEfr2sSXARmEKXStaMH54CEYK5kNOHcPZYYGSpuIxm9mr3mwbPaZF92fW+EeQ1sRyKA0c5q9s8u07ytgfK5li6NrQNCq9NccdXVH8mKJaNexOWhLliyRa6+9Vm699db0Z/vuu6/cf//9cuSRR6Z/P/fcc3d4fXyYRkRERERERERERERERJPKUUcdlf4pBj5MIyIiIiIiIiIiIiIioklpZGRExrZ7E7iuDr99vnPnfyAiIiIiIiIiIiIiIiLahYaGhuSss86S5uZmmTJlikydOnWbP/nim2nb5ZsZU5ZX1k5arrKAHCaUTwbm5rfGprnnCa7owPMxwzwlJdsMAnO2Dxzmziazqu940r1QyRYy1e79aBqVijHszpczTbhs0truXBYqn4vmlw6n4uyFbOcG57KyTneWhIWSN0YPnAvLlv/1Ff+MLkfGRVLszDQ7T7lrrvIo9p6XO0L5ZGDO7nR56P69haQbZ4wFtbVec/OHjTj/LgbZC9H8vWDZzLou7+wPScB87soxMKE7OzFWsueGj97fuazizidgWZQTFij5Cag9NTMX4rKgHdeuS1H/uHduA6wnC91tRBCNiryEV01Ee5Zk3gxJwtxte9DmbuPMdJxJIuta3Z+p5KgYkBM2uJ/7c6co1xmUAeefe1Ugrb0H112jZCmFc2Y5l0Vr18OywVx32UTJlEHZZmrGMsiUCVC+bbphIAdHy3YB+SxqbivI7kF5M8UWzGqRIMjxPcFYSMtUQ8cjzODbFKZ1g3efHtXHeIrSFy13b1eiZCMWUldhHlIhOckNeMwZt7nzw4MG3AeG9VE5vjCTGNRFy1TjdgAJQL7X+MG43555+DmwUcrvsLuOYaLkqOcpHhmW2OQ+/8NmdxZd3AWu18pYCLXpprzMu66G2n0a0PYYJRO058g5zmVjNfhYNqP7cMo9gzBwrztWsunsvUyXwYX4GNWsV/pcQBbd0xpW7oWiXHIljxP1UVAm2qYNC/3zU8F2ZUAdEnvPy92cUjHZS8Rr1z2a/CbJvjzvvPPkvvvuk+uvv15OOukkue6662TdunXyne98R6688sq818eHaURERERERERERERERDRp/OY3v5Ef/ehH8nd/93dy6qmnylvf+lZZvHixzJ8/X/7nf/5HPvaxj+2Z0zzap4oLFiyQyspKedOb3iSPPPLIrt4kIiIiIiIiIiIiIiIieo11d3fLokWLtuSj2b9bb3nLW+SPf/xj3uubFA/TfvKTn8g555wjF198sTz++OPyute9To477jjp6OjY1ZtGREREREREREREREREryH7IG3FihXp/++3337y05/+dMsbaw0NOCJn0j5M+/rXvy6nn356+qrekiVL5Nvf/rZUV1fLD37wg129aURERERERERERERERPQass+LnnrqqfT/v/CFL6SzG9qZDc8+++w0T22Py0wbGxuTxx57TC644IItPwuCQI499lh56KGH8lpXkh2XxEz8edSPgzODURCOqYUnmxwfuIPhlxXL3W/eZTvcocxayLHJjnuH52bnuUM3q373GCwbgxDtBASbWgEIvs0uW4nLgpDqYNYMXHbRfPfCERzcnnS6j1HHP+4DyzZ+HwT5dvfAsgKCzMvbcAj6wDH7OZdV/+ZxWHb08L1y/jybHRG5V4omyWYlcZ2nofv8NbU1cL0BCEDOrlsPy6Jg8KCmxjvU1wTu9iNSzgMU6Gyy7mVaGHk8OgLLBtXVzmVRHz7/gkPc55883QfLVr/irjNZ1OZZs1rcyzpw2Hy2y708bMKh7+j6EQ0MwqJhrTtYO+rH+1nAeZWUuc/lJChuSDoRlb6R6dWSKavMuazqlTXOcqB3nIqHh73av7Rsa7tzWcWyTb+xmEuiXK+jgQHv/jPql9vxCRJ3u6+7gx88Apatu+M5736RjI559XtSibvPHyvXN9T3icfGvPsgUuHuH6fr7gL9MeVz43b/2VLgdwLnVZLgvlzeBodtZzivumgFYNyRgLEfOkesqLfPu84gQeyui+m6Q/f5Z8B3TdcNjpfWf0b99nBaEyybReefsp/R5ybNjbBs/AIaw+A6U4gEtE3ZgxbCsubPTzqXlT+3GpbNjrvv3WSap8Gy8Yzcy5NoVOQZKZp4eFRik/scj4fd52Bm39zj+LRcRZl3nYq73OMzK2xs8L7fFRy2xLnMtOLx28AMd12d9cdeWDbudY+z4g73GNrK7OU+P5MNXd51NUfTvcP3SLLKNkPK/TAD7sNJGb6PGoN7JFpfIERvoTS47yum6wbnHTq+2cT/ukREhbMPzTazz4tefPHF9FmSzU07+OCD97yHaRs2bJAoiqSlZdubnfbvdufkMjo6mv7ZrK8P34Qlot0P6zHR5MC6TFT6WI+JJgfWZaLSx3pMRETkNn/+/PSPr5J/mObjiiuukC9/+cu7ejOIqACsx0STA+syUeljPSaaHFiXiUof6zEREdG2Hn30Ubnvvvuko6ND4u3emrbxYXvUw7Rp06ZJGIbS3r7tlC327zNm5J6iz04Jec4552z5e29vr8ybN0+yMi6CZzrIKcg1N+QOTNuSlo3dU0QmifJaNCirvkaMpnmE24ynqUnslH3O9eJtSsA0Ewbt43Q/uvdVpHwuOn7o+GxaOXhnHmyTdoyiMTzVBzy+yufC88pOJYE+d3zE+5xLp3MEP0fHP696DL4f+u7oHLJiUDZWvjuqU4FSz9H5i+uFUlfB9D8G1ONNn+u/L4JCyoLzM9HaF1A2W0BZU0A9R+vV1q1uc1JIm+iensug/fjqsmLVZf4WLdFrb3O9K9o1GVxP0PXaxGX+batyXUXXv7iA9eK2NdhJ/XL8fVC/TT8GyjRscQHXc9C/1q5RqO9TSB9E6/Pj/hg+Rtp2+QNTc736mUWry47jnS1gnIW2DY6v1bpawDSPSt/Mt39sJUl255wjBfRFUZ9Pa1+0fYW+kza2R7S6itpqdE3atF3+Y+xCxuexY18Wu2/tPdUcONZxpN3vKuRa4T8WCqIR73F/BKZd3XxMnAoY60oB18aC+gIF7GdIu5cGPjeJI+96ru1nVBaNddX9AfoC6b1mj7pMRMXxla98RS688ELZd99905kMt47cgvFbDiaZBLX5TW96k7zxjW+U//7v/07/bp8w2s7CWWedlQbLadauXStz5859DbaUiFzWrFkjc+bM8S7Peky0e2BdJip9rMdEkwPrMlHpYz0mmhwKrcuEfyGwvr5e5n31Mgmqcuc1U/5snubq8y9Mfymjrg5nCu7O7AO0r371q/KJT3yiKOsr+TfTLPtbN6eccoq8/vWvTx+qXX311TI4OCinnnrqDpWfNWtW2qjV1tZKf39/2tGwfy+1E8U2Htz21x63vTD2eb6td7YeFmLremx/s2B3+G6+SnXbS3W7LW777lmXeU3eNbjte+5285o8Ualue6lut8VtLxyvybvncfHBbd9zt5vX5IlKddtLdbstbvvuU5eJyE8QBHLUUUdJsUyKh2kf+tCHpLOzUy666CJpa2uTQw45RO644470yeOO7tTNvx2w+fU+29CW2oViM277rsFt92d/g6RQW9fj3em7FaJUt71Ut9vitu9edZnX5F2L275nbjevybmV6raX6nZb3PbC8Jo8Ebd91yjVbd8dtpvX5NxKddtLdbstbvuur8tE5Ofss8+W6667Ln35qhgmxcM0y07paP8QERERERERERERERHRnutzn/ucHH/88bLXXnvJkiVLpKxs23zuW2+9dc98mEZERERERERERERERHsW+w69SXb1Vkwem+YkKH2f/vSn5b777pO3v/3t0tTUtGW2BV98mLadiooKufjii9P/lhpu+67Bbd89lfJ3K9VtL9Xttrjtu6dS/m7c9l2jVLe9VLd7T/h+pbrtpbrdFrd991TK343bvmuU6raX6nbvCd+vVLe9VLfb4rYTUam78cYb5ec//3n6dloxmMQmIRIREREREREREREREZWIvr6+NJdu/lcvk6CycldvzqQRj4zIqvMvlN7e3l2eO1iI+fPny5133in77befFENQlLUQERERERERERERERER7Qa+9KUvpW+pDg0NFWV9nOaRiIiIiIiIiIiIiIiIJo1rrrlGli1bJi0tLbJgwQIpKyvbZvnjjz+e1/r4MI2IiIiIiIiIiIiIiIgmjfe///1FXR8fphEREREREREREREREdGkcfHFF+/Qv/vf//1f+Yd/+AeZMmUK/HfMTCMiIiIiIiIiIiIiotKUGP4p9p89yL/9279Je3u7+u/4MI2IiIiIiIiIiIiIiIj2OEmS7NC/48M0IiIiIiIiIiIiIiIiIgc+TCMiIiIiIiIiIiIiIiJy4MM0IiIiIiIiIiIiIiIiIgc+TCMiIiIiIiIiIiIiIiJy4MM0IiIiIiIiIiIiIiIi2uPMnz9fysrK1H+XeU22hoiIiIiIiIiIiIiIqNiSV/9QcUyifdnT0yM/+9nPZNmyZXLeeedJY2OjPP7449LS0iKzZ89O/82zzz67Q+viwzQiIiIiIiIiIiIiIiKaNJ5++mk59thjpb6+XlauXCmnn356+jDt1ltvldWrV8uPfvSjvNbHaR6JiIiIiIiIiIiIiIho0jjnnHPkE5/4hLz88stSWVm55efvfe975Y9//GPe6+ObaSISx7GsX79eamtrxRizqzeHaI+SJIn09/fLrFmzJAj8n++zHhPtWqzLRKWP9ZhocmBdJip9rMdEk0Ox6jIR+Xn00UflO9/5zoSf2+kd29ra8l4fH6aJpB2LuXPn7urNINqjrVmzRubMmeNdnvWYaPfAukxU+liPiSYH1mWi0sd6TDQ5FFqXichPRUWF9PX1Tfj5Sy+9JNOnT897fXyYJpL+ho71FnmvZKRswvKgogKWN4tAx2RNKywbDQw6l2VmtMCy2fZO9zaFISwb1FS7t6mn112uvByuNx7Pem9T90cPcy5rvOlxWDaJIueyoAofv3h41H8/VpZ7HVtNOLUB/4PEnQKZjI3hslHsXnTYPrCoefg557LMtEb8uY59mY3H5A8dP9xSD31tLn90+QckYybW49SSRe4VvLgCrj8eGfM+T5LsuOwMmenTwIfipNBoY49zWVD1t9ee865vDfjczbaC3/ow+Le0MtOb/M97sD9ipa6Gs9xtcbyhG5Y16Pqh/GaoAcchqa2BZaOlrziXhQ31uGxvv9e5nk3G5U/Rr4pWl/9uxqmSCSa2sRG49llJDM79xN3+qZTz0wR+v+mr1TfT0uxe2D8Ay2Y78L6C3nige5seewEWNRXlXtdcKzNnhnthFh+/rrfPcy6rv+kRWDY4ZH/3svaNsGy2rcO5LDN3Ji67ep34yjS6r7vxyDAsGw/lXp6Vcfmz3Fa0emxvGtTV1RW0LiLKn71hYG+eF6suu8bJGjR2DJrcbVjS7+6LWPF+C7z7wGG/+zqUfRmPBzIz3NfkZGgIljV17r5bds16WBb13dDYvVCoj5KMu8cD2nghXLIYf/Ba93gh6p14M2xH+6qmHJ/DZqupn7aXDOLjG6OxiNKHdPVPi31NPuKtX5BMJvd3LPvTs87yJnRvfzyK+3Xou2t950L69CbjPtbBPgtw2U53vy9Wzj90HoTa+A3069H3SdfdUOdVF9PP7enz3s9hPfjc4RFYFtXHBNxXTJeDe1raNqPzKgPG/WnZPnBtyrhvr2eTMbm/538LrstE5Ocf/uEf5JJLLpGf/vSn6d/tW9o2K+3888+XE088Me/18WHaqzvRsgOEXDfhA4MfIJkQ3SxVyhr3xTbXTcRtC7svPsYoD4HAdhmw3gAss2Jwc1jbprDc3Xl1Phx5VQI6adrxi028k/ajcnMfCLVjDzoAiXY/F31fR+d6y3JwHNTzNcD7stApJ7bUY2PrsWNbQvD91PMk8T5P1GPiCe5z5UYCrud4XyQGPEwroN1SH6aBdev7GDxMU+pqGLjb+Fht48FyZQBpwOcm6LqjHN9Q3Wb/a0tR63JQLpkc+wBtn5WAuiqyEx+meX7vgvoYgXKdUfYVBK4H2jFA5z265qYfC857CaKd1o8IwH4upF2D30cpq0FtYgza6U3LHTcpkuLWY/sgjQ/TiHadol2THeNkDRo7orY10frlaMyiPUxDXRnlO+K+aNa7X6d9Luq7adfkQqA+ivZ90fg8VPqxaFym90HAwzStzwWP77j3WFF9mObqnxb5mmwfpLkepqH6jfap1q+DD9OU71VInx6OdbVxFOxfaffDkp00BlPaCHTuJrhPiNetPEyDbYT2uagsrjN43crDNHCMtH57YsDD4yCjbhKnWX0N2MOLuwGUj0myL6+66ir5p3/6J2lubpbh4WF529velk7v+OY3v1kuv/zyvNfHh2lEREREREREREREREQ0adTX18vdd98tDzzwgDz11FMyMDAghx12mBx77LFe6+PDtB0AX9lPfwsE/LbNlGpcFrwKLGAqCCvo7vF+ldtUV7mXgSnPTM0UvF7w2rs21d2U9qz394HbVEDAZzhVmQ6te6P3lJjoNXAZw/sK7Q+D1qtMxZB58hVcFv0qp/ZbNlnH8Y3xbzXmy77y7/pNpXBNu7tgHX7lPh4Z9T8/0ZuTZfh4wXWDfZ6MjvmfQ8rUtsmwe/qwuICpZrQ6E23o8l63AevWvq+AfanVN/Tb0dp0Hdl17il/Rg99IyxbtbLKe1rSEFy34Hljp9QoYnWOOrpy/qYknPJFoX13dEziUTxVSVBV4zVViWkG07Va2vQ5QAimEomUKbTCfvB9q6v9z3vlGETr273b2qYn3NPMRspvuAat7vYlmo3nUQ+6wDSQyjQ1AdqXytsVCTg3TFmZ17me/rJucS/LRDQJ2LY719spQZW7v6H2n5vAOGsEX3PDXjCVrWMa2x2hTtmMrm/KODnZ2Os3dbtVyHi2psbr+KTLQZ9f67cnYGpm04+PUQSmVFT7sQvnO5dll62EZQ24Zhc03tOiMpz3m4KivhVQuazD+eZNBKbGU15swsB6TTluP1AfypQp41VUtmfAv54rbV4GTHuY7dwAy4aNU73uO6lthBLHEQwOe49/0H0B7Y1MVKe0e7DwvFLG2EE5aENAHE66bjB1ZTIbTM0fjYooh5CIdr6jjjoq/VMo/14ZERERERERERERERER0W7m05/+tFxzzTUTfn7ttdfKZz/72bzXx4dpRERERERERERERERENGn8/Oc/z/lG2pFHHik/+9nP8l4fH6YRERERERERERERERHRpNHV1ZXmpm2vrq5ONmzAU/DmwodpRERERERERERERERENGksXrxY7rjjjgk/v/3222XRokV5ry9TpO2aFMKaKRKaieGwiRJ+abrcYcKSwbs46XeHnxqDA5C1MFD4uSCYOcmOewf+JnHiXbbqnmfc61XCoOG6lc+FlOOHPtdUKKG4WRCK2+QOn02Xo2Bt5bwxoyAIXDvXy8v89/MUR5hrPCqS/y8CuDejuUlCR7CyoO9XVVlYILmnYN4cuDxascq5LAbtRwzCcdU6k8HH0oAQ7UT53ILaNBRiDEKI08UgYF1rm6Iud1pwoIXNo5BiFNishJVXr+qDZQW0P6jtsaKBAa9A56SgdPIc64siSZTg6rzXCa5RVtgyzbksAOeQle3s8tomA86vdPnUBq+A9LTs7BnuZa8o9W1Nm/tjwXUkXTc8/8ZxWVQflXpuOkFdLcPX82xbh3NZZgxvcxZcW4Ja3EagMzxWzo1o2F1Xg2ocoO46DkmCvysR7Zns9TMxE6850eCQd//ZDKExidLuvviyc1nYqIyjGib+ZvKOtp0SuFvtZGDQv/88jvtmaIym9WMNGuMofRu0bttP86b0RVFfIaiqwutG91e0fYW+r9J/QedOPDTkVTZIAhFcND+2X+3oW6PzEy2LlTYAnSexMhbKzJntXJZduw6Wjd5xuHNZuE4ZR6H+dUsTLgv6our5B+49oXGhts3aWCMGxwiN/dLlYCwc97nropWMRfDerG9bHIOxrGWq3OvOLl0Gy4Z1tV7XNBPhtpaKx3ZVcnRXyNNk2ZfnnHOOnHXWWdLZ2SnHHHNM+rN77rlHrrrqKrn66qvzXh8fphEREREREREREREREdGk8clPflJGR0fl8ssvl0svvTT92YIFC+T666+Xk08+Oe/18WEaERERERERERERERERTSpnnHFG+se+nVZVVSU1NTXe6+LDNCIiIiIiIiIiIiIiIpqUpk+fXvA6+DBtK6a6WkxQnncGVQLmiTa1+Eknmg8+6cBBUkFFpfcc5lo2lkt2QzfeJjQXvLJNAZh/GGW8aQrJJUKZdhotswpmLQ3gucfhvOtKJhBcrzJff2ZGs3NZds16XHbhPHlNJO45w9H5m5ne5J8BpOQ6wJwfZZ55lBOGzrHQlVG3AxkX8caenZaNiL6PNjc6Ou9NiOeRNyBfQZtXHW2zmjMIcprUdhh97rLVuOh8dxZf9MJL3p/7WrI5K7myQ7XcM1Tf1LyBQZQnittHtG6UVxL14tyGTAXIqVCuUUFSQF0NA+9rRQj2RaYJt7XZri7v46fl1SDhVHeGTtzf75+xomXptUz37geGtSC3ob4OlnXl3hlbf4obf0hEk4Bt54wJ886REgPydkbd/aBYyfKCfZUI52uinDC1T9/nvh4YMJZN1631+VFZkFUazp6JC1eDjLGNIPtdycoS7X4DWK7lXeHxDx7bJwctdq9WG+Og7Cil3xTMcufUJivX+GXIFTmPWGyGoSPHEGW+ZbtBDpiWbQ+WB1XKWwGVFd75hpm17nM7AXlb6XJwz8Ao/fYEnCeB8hYEGmvo9/fGvfuxAehPannoaLl2biTZ2Ls9jcE5qUnAPQV1rAjGRyjrPmImMdEu1d7eLp/73OfSnLSOjg5JtrtPEuWZA8uHaURERERERERERERERDRpfOITn5DVq1fLF7/4RZk5c2bOX9oumYdpNuxt1aqJT+//4z/+Q6677joZGRmRc889V26++eY0KO64446Tb33rW9LS0rLl39qdYee8vO+++9L5Lk855RS54oorJJPhc0IiIiIiIiIiIiIiIqI9zZ///Gf505/+JIccckhR1rdLnzg9+uij27xK9+yzz8o73/lO+eAHP5j+/eyzz5bf/e53csstt0h9fb2cddZZcsIJJ8gDDzyQLrdljz/+eJkxY4Y8+OCD0traKieffLKUlZXJV77ylV32vYiIiIiIiIiIiIiI6LWKfdnVGzGJTJJ9OXfu3AlTO5bsw7TtQ9+uvPJK2WuvveRtb3ub9Pb2yve//3256aab5JhjjkmX33DDDbL//vvLww8/LEcccYTcdddd8vzzz8vvf//79G01+4Tx0ksvlfPPP1++9KUvSbk23+12kvFxSXLN66vscAOyibTMrQDMA63O9w7m6w1ATo+W/yQFzNWM8oFMOZgz3wL5clF7ByyaaXZnjhg0T7yVjfyyyZQcJhPH/hkrSjYPykUz6JzSzhslbyYG84eHyrzWrxm77xzzoKP6lsyYBldr1mb98/HA58Y9OKsAbhOah1x5bTkAGU4ol0FtPwqg7keUe6Zka8Qg40KdGx1lcIFt0uaoV3Mk690ZconyfY2Sb+n7fU25+7wx9lqpNF15sXkZuTIzCphzPlBypNB1SLrw3PwoNyaoUD4XyILMLe1an+3c4JW7miogGxHlHGhtHrw2anl5WtaNL+X7JmPD/jluBWVNuCtctK7Vq54nxc5nIaJJIagsl8BM7C/Fw7F3fzPucvdV1Cw2IOrF15kQ9JHjUdwXDdF1Vxn7wZwerX/iOZa1oldWeh0fra+qXpMBNQMVfi7OuzLPLvPeLtg3RxnYdnG1e3wUzpmFP9iRAxfEYyL4Nkh+0mOW5J1ZizLstOwytE8jJbc6rJzt3iRt/AbupSU1+LwP6tzjgVjJTCskZz0A+eHauBHds9Tqqjb2h0B7arRcu5l/m3FsggF8Hw5lj2vnJLpfph1fNNZAmXhBMibif9uHiAp09dVXyxe+8AX5zne+k86SWCjcE3kNjY2NyY9//GP55Cc/mc5d+dhjj8n4+Lgce+yxW/7NfvvtJ/PmzZOHHnoo/bv970EHHbTNtI92Ksi+vj557rnndsn3ICIiIiIiIiIiIiIiol3nQx/6kPzhD39IX+Cqra2VxsbGbf7ka7cJFvvlL38pPT09aSic1dbWlr5Z1tDQsM2/sw/O7LLN/2brB2mbl29e5mLz1+yfzezDNyIqLazHRJMD6zJR6WM9JpocWJeJSh/rMRER0bZvphXTbvMwzU7p+J73vEdmzVJegS+CK664Qr785S/v9M8hop2H9ZhocmBdJip9rMdEkwPrMlHpYz0mIiL6m1NOOUWKabeY5nHVqlVp7tm//Mu/bPnZjBkz0qkf7dtqW2tvb0+Xbf439u/bL9+8zOWCCy5IM9k2/1mzZk2RvxER7Wysx0STA+syUeljPSaaHFiXiUof6zEREdG2li1bJhdeeKF85CMfkY6OTYGkt99+u1dM2G7xZtoNN9wgzc3Ncvzxx2/52eGHHy5lZWVyzz33yIknnpj+bOnSpbJ69Wp585vfnP7d/vfyyy9Pd4Itb919991SV1cnS5YscX5eRUVF+md7xgTpn+1FjkDYzQIQTB8roaooODVRPjec4Q7sjLs3+gcgN9S719uPv08CgpdR0GdqCH9f+LnDICwaHB91vSDY1AqmN7nLdm/7IHjCchBibDJK1SyPvUO3USCrGiQNwmljdAzSw5D72X1ig5U9uOpxtnODiCnLe33hOA71jfvc575RzrFkPOsd/O0d+DsLBPra8+Sl5e6ygXu9VjC1wb3e9k5YFu0r7XOjA/dyL/zLM/hzwbqDRvf3sbJt7uTvGIV1b/pg9+eiEPu0zQTnhlJXUXiyFvoeg/MVBVQnCQ7VzrcuB1UVEpiJ2xr148+B9bG6CpZNOt3HM8m694sVNk4VH5lpeI7uCFzPg+bpsGy8rtW9bBS32QG4RoVz8CwC2VX+N20yi+a717tsBS4Mtlm7vhnUxit1FdVzVJ+sAJTV+i/xyKj/dcl5yQtElK5APvWYiEqLsy7bsYnJ5N+2Nk9zLouWr5JdwYB+X6YC95GSQfcYWmqm4M8FY93shm5YFvYZtf7J4gXuhV34noEB9wWS1m1/qXliYXc/Ngb3ItJ1R5H39Q2tO6iq8v5Nc/Vc7wJjcO28clzPk6S44+RoXZsYxzgZjQ9idE8kUToNYLl2LGWt+xyLBwbxx273S/lbyyj9Zykr8+7XCdhXmSb3vSPtPNH2lWmamvd9mM2SQXfblGTxuCsoc9cpU57/PZkt6mvh4gSMwdF4VWsjtHqO7v2i+zpGu89GxWN3NXd38UySfXn//fensyEeddRR8sc//jF9lmSfIz311FPpTIk/+9nPSuvNtDiO04dp9pW7zFYPEOrr6+W0006Tc845R+677z557LHH5NRTT00foB1xxBHpv3nXu96VPjQ76aST0h1w5513pk8ZzzzzTA7oiYiIiIiIiIiIiIiI9kBf+MIX5LLLLktfwCrf6pdHjjnmGHn44YdL7800O72jfdvsk5/85IRl3/jGNyQIgvTNNBugetxxx8m3vvWtLcvDMJTf/va3csYZZ6QP2aZMmZI+lLvkkkte429BREREREREREREREREu4NnnnlGbrrppgk/t2+nbdiwofQeptm3yxLHq9+VlZVy3XXXpX9c5s+fL7fddttO3EIiIiIiIiIiIiIiIiIqFQ0NDdLa2ioLFy7c5udPPPGEzJ49u/Qepu1O4pFhiU2UVzaZNne6ySjzBBcwH3gCMnFiLecNZeZEIMtLyXdyzfedrnYjzvIKQdyMNr80nFd9SrX3ftTmTI7Wt/vnTrVM9577Xnqy3nlIaN1aLgzMu1L2c5q1kKtcHIjg6frzYrfRmNzbadD0ryE+XuHUeu+cA8TU18HlMcjrCkHmw+DeOIdpSo/7vI+U/ITs+jbvHDCUtxb39cOy4YA74ylW84HcbUS2tQ1/bj3Ii1DaWjSvPswfSPMNQa6Dsq9Q2xVo+ZVgu0wGzAVvfzEGRw/mJRoYEmMmztMf1tTgcuCarGVZomxPE+CcDZQpqs3d73ssY5Dx9mph7/4JqqvJRrwfYRakkq0Rr1nnn62BMgqr8PdFxwhlk1khuP6hzEwtezUC7b+azaD0BVxZs4E9PP6nKxFNUlFvf86sJW28EzdM8bpGqUB7r10rIpDrGc6c4d3HyKA8NbsvwHKt/wxzmnpxnzBA110tpxtsc6Rkw6N8MjV/DPRR9ExQ0BktILcoqKvx7j+P7Y3Pq7IqxzU7GhXBt1DyEtRU58wjtgwYd8QoH0/JxUr6Rv3vlRVw3yJE/au5ODMteGGld7uFMpTjflxXZQjca9FibMbG/fvPaF9qeWvgvEfLrKDWXaeilathWTQe1PrtQbW73x47+sc7AuVcR57Z4kRUHB/+8Ifl/PPPl1tuuUWMMWnk2AMPPCCf+9zn5OSTT857fbs8M42IiIiIiIiIiIiIiIioWL7yla/IfvvtJ3PnzpWBgQFZsmSJHH300XLkkUfKhRdemPf6+GYaERERERERERERERERTQpJkkhbW5tcc801ctFFF6X5afaB2qGHHip777231zr5MI2IiIiIiIiIiIiIiEqSSTb9oeKYDPsySRJZvHixPPfcc+nDM/t2WqE4zSMRERERERERERERERFNCkEQpA/RurqUvPk88M20rZggEJMjzDjp7cPlGuq9Q0ZhMK8S2AnDdRUxWHcAQkbjrh643rDZHeYaDymhzH0D3oG/8cCgu6yyn1BAaWbebFg26XGfG6ZSCYmNQHhtVtlmEPisnReZeXPcH7tmPSwb1rhDxOM+JVB3yV65y0UjIvhj82PrsCOU3NZxZ7FREOyt7NfMjGZYNurodC8cVQJyp7gDchMQkFvZicNzk6Fh73MoKC93L2ts8A+SVsKRsw3u9tIo24zWHTa3wLIyCoKVcUkJ62q9gug3/QMccA2hcGxlP/sGOidKIHe+gqqKnCHpkbLf0PmpKeQ6JEniVaeCikq8WnC9jkf9Q7ID0J5vWrn7eJoKvI8TFPwdGFwW7KskVmocCvcu4PzMgDB5ra8XTGuCZRPQN1LPObA/oh7cXzOZstekHhPR5BCUl+W8Jmtta9Dn7m9KNejjKv1jg/qiYGxuRZ3gZooy/s5MawQrVvqi4PpnwL6wQtDHiJQxmAHjBY2pAONZx3hry+Iqd//GjONxF7z+jYFrfTomyH1926Hzdc4sd9GujbBsPOg+18s2uO9VWGZD7mu2ifH5mLf0PEryHhuicZSZisd+ATjW6v0SIAF9du08CVe0wqJZ0K9z9Z92pA+s1XM4Tlb6k1LpbhO1+5lS7v5O8cZe7zYRjgfsutescy4LFy+EZQUc/1C5H4HueWn3I+Jhdz0JG9yfGyRjIrhrTkQ70ZVXXinnnXeeXH/99XLggQcWvD4+TCMiIiIiIiIiIiIiIqJJ4+STT5ahoSF53eteJ+Xl5VK13YtN3d3dea2PD9OIiIiIiIiIiIiIiIho0rj66quLuj4+TCMiIiIiIiIiIiIiIqJJ45RTTinq+vgwbSumrlZMMHHe5uw6JUdqPphbe60ydzrI0xEwb7WW0REeuC8sK6vWe2V5hU1gnnhtbur6eu9cmARkoqXLs+7PNfU4zypA8yIr87knYM5kA+aetuL2DvcyZX5pOJezUTJlMhn/XBjwfdGydN3rN+T8eVDkueBt3k7imMM/AllzmWgaXi+YBx9ll2m5DppkfNwrhzAcHvfOd0I5X6k57oyxZJ37vC6U+fOT/mVDMI+8kjWB6iPKv9CypZJePAe9gGwwdC5rc7ZrWZ4oAwO1tQnKqypijqmWd4G2Ucv0i0G+IcpTU7NIUUYCyEfQvi9cr9JGaJlamSZ3NkOSKJmt6BgpRQOQ2Scg03XTusHnGlxXI5AnoeZIzprpLrtx1wQkqFl8rnrCzDQiyoMB+d9WtHyl1zVMy6SF40ZlDI3a9CzKU9PygbTcYJS1reWYgn67KP3YBI1nlX5srPQVYFkt0wpAY38tPxUd37Aej3WTHnff3DQrY8XV7vwnWdsOy0pZpvj5yblWNzAoscldd8JFC5zlDMrvXdvqn9EL8sy1817L/k1mg3tAK9Z65y9rbZ4B91q0+yXoHs/4XHwfLvzri96fC8cTSr/QnlO+fW+oX7n/h9r5ArLUtcy0AGVBgqxHE48yM41oF1u2bJnccMMN6X+/+c1vSnNzs9x+++0yb948OeCAA/Jal3L1IiIiIiIiIiIiIiIi2k0lhn+K/WcSuP/+++Wggw6Sv/zlL3LrrbfKwKu/nP7UU0/JxRdfnPf6+DCNiIiIiIiIiIiIiIiIJo0vfOELctlll8ndd98t5Vu9fXzMMcfIww8/nPf6+DCNiIiIiIiIiIiIiIiIJo1nnnlGPvCBD0z4uZ3qccOG3JFECDPTts/7yjVvOMiPSRdvVPJnEDCfL8rascKaGc5lcUWZ99zGmUb358ZgHnErmA7mEm+cDsuade1eWWyblo95zwWPclIyU6r9s7AqJubvbQN8rjZXM8ppMuVKTgrIAjDVyhzgZfi8QmLH942T4mamhTXVEprcxyUZBVl0o3g7YGZO1n8++2ynMoc5OMcCMGd7/NxL3plaUgsyi+y6l6/xmifeSkBdNpW4zoS1tflnDWxed12dc1m8Hs/1j+aKN9W1/hkXpoCcAGW+fq3dg0XRcSh3nxuJzT/cKEVjZraICSduS7BiNS4H9k22DWf6hajN1+bQB3le8Nwex+sNQRtQSL6myfj3E8wU5VoBciy0XJiku8crQ1KtM9PdGXBWCNp4NWcQ7KuwBfd9UC4vbKd3ZLs88jECe00uoFtLRJNT0DRVghzZ4lG7O2tUy7dC10aD+uxKTmms5Mqifl0GjWW1jCclOwpS8pdlar131jHMcNJyydHxU/qaMMP2dUtgWXnhFeeicMFc/763klOLxskwE005r9T97OiDZIudR1xRLsYxTkZZzSiDVxvPJD3u7xDOdN/PSoG+WQT6i+m6wXg2q/SfwkLye2Fetvv+T7pc3PuqbAUew2TBmCBsxFmBptJ9/yjW2ibQRsRj/uOUZAR/bqRkRcLPBW1XML3ZO1cRtuN2nExEu0xDQ4O0trbKwoULt/n5E088IbNnz857fXwzjYiIiIiIiIiIiIiIiCaND3/4w3L++edLW1ubGGMkjmN54IEH5HOf+5ycfPLJea+PD9OIiIiIiIiIiIiIiIho0vjKV74i++23n8ydO1cGBgZkyZIlcvTRR8uRRx4pF154Yd7r4zSPRERERERERERERERUmuzMo2C2X8rTJNmX5eXl8r3vfU+++MUvyrPPPps+UDv00ENl77339lofH6YRERERERERERERERHRpDNv3rz0T6H4MG0r2Q1dIqYs71DVuGujc1lY7w4L3vQP/EM3ZWjYvWw6/tyg3B2MGqFgVBCsa8WdG9zL1q2HZTML5rvLtuPAVSSpmwKXB1XuwFVNfMAi93qXrvYOzg5rlSDp6U1gxcqvDoDPjTrcx88KQFB4UF0Ny7qCi+MiByvHw6MSm9znqSnPUb93YL9oZRMlJB3JtOCQ2yw491E9RoHhVgyClwMQ2KyBAdXKdoXg/ErLjrnPFTN/Ft6wIfcxCpT6hkLDo/3c7Va67ieWii8UrI3qomUawDVACb+OBgacyzKz3fvZxIGI+3JYNMEMJRi6t9+rzmhg+5FeO3u9zm2tzowde5hzWdVfl3ufu/Go0scAfZ9MXY1/GPmGblg0qJniF/qdbhjo1gbu/tam5f4znwdgfyTgGKh9TBCQrl13DdiPVtTR+Zpck4lokrB9MKVNyve6G/cNeLdhwWDgNcbS2s5kPAvLRj3uvpnJ4H4CXK/SNzOo315fh9fd7e6cJVEEy2amT3Muiwdx/yWcAvZzjO8pROg41OMxp1m21rsvh8Z02tgK9c2N4P0cLliQe0E0KoK7enkJGuolCHJvZwKOZ1BR6V3fwmngvoU2hgbth3YPJ9norqvq/b1h9322APU1lfsppizj/bminLsGtM+orbVC0N4acL9yU+HAe7yKvm+0Eff5A7Avg+bp+HMdfeBNhZXrHDoOxvgtI6KdLooi+eEPfyj33HOPdHR0pJlpW7v33nvzWh8fphEREREREREREREREdGk8ZnPfCZ9mHb88cfLgQceKKbAB9x8mEZERERERERERERERESTxs033yw//elP5b3vfW9R1uc/pw0RERERERERERERERHRbqa8vFwWL15ctPXxzbQdgOYfTpdPqXIuS4ZxJkmyeK5zWbAe51fFg2Au59XtuCzIPkuy/nkZaC5xbb7l7IwG57KwD88jLyNgvu217d75LFJAnlqiZXChvLwsnq9fQJaSaXTvR20eb/3Yg7nglbwZVw5ckoyJuGMA8mbKQjEmd9MWzJrhLqjM+w+PVwH1IhlX9jmY0x3mHCj5hjAnTGnz0PzmGW2OcpBnlaB54pX8jOSlFd5z7ptqdxuuzQUfPrsMFs2+cX/nsswzK7zzM7RMDwPODTXzAeUigNyN2NblYurps2EreZ1DVtDgzg5J0LVC2a+mQqvpfjmXgXIsK9f3e2W3WCGqj0r+GLqGofwVy6A8R+XamKC+gpJxAQ3i7DJTD9pEkCOo5TpofUjYVoOcyE1FY7/vY8u25c7jTBL/85yIJi+b7xkbZXyS59gC9WMzShsWgdxPNbMctJ0oU1ijZThFKENT67eD76T1bdAYRstbQzk/wVycV5ysa3Ovtr0Lls2AftNYDc6/LQfnTgKy7jdtGOjz1yjHt4Bzx1Q7csxw1Fr+7JjGMWZHfcqwwX1/wSj3D1AWm2h5XNManYuideth0fCAfZzLghXKNoMsN62NgOMsrZ6DMVhSgc97dIwS5XMT0I/VchVN1nj321HOpJYvh8YaqI1Py1a5x/7ZNfi8Qv36sKXZe5uIaOc699xz5Zvf/KZce+21BU/xaPFhGhERERERERERERERlSSTbPpDxVHK+/KEE07Y5u/33nuv3H777XLAAQdIWdm2D/NvvfXW0prmcd26dfLxj39cmpqapKqqSg466CD561//us1vyF500UUyc+bMdPmxxx4rL7/88jbr6O7ulo997GNSV1cnDQ0Nctppp8mA8lvERERERERERERERERENDnU19dv8+cDH/iAvO1tb5Np06ZNWFZSb6Zt3LhRjjrqKHn729+ePh2cPn16+qBs6tSpW/7N1772NbnmmmvkxhtvlIULF8oXv/hFOe644+T555+XyspNr0HbB2mtra1y9913y/j4uJx66qnyr//6r3LTTTftwm9HREREREREREREREREr4Ubbrhhp617lz5M++pXvypz587d5gvaB2Zbv5V29dVXy4UXXij/+I//mP7sRz/6kbS0tMgvf/lL+fCHPywvvPCC3HHHHfLoo4/K61//+vTf/Pd//7e8973vlf/6r/+SWbPwXN5bCyoqJDAT594NlDnbsx2d3jlhYat7vvBYyTMx5WXeOSpwPnCUpaSIQUacNt9ytsb9fTJTcQ6YgPwWLbcOzXsdDOEMp743tjiX1f21gPnrUbaX3eZWdw5cApZp80+jc8qKwBufmdlKXXPkwJk4LGpmmth5yh3vIsfr3XP3B1Oq8WrBeQTn7E7jBsCcvC04YyxA5y/KxVLqm82+cEKZDnabUB6SUt8ikCFm/vQE/twRcO5W4+OHtitR2lrJZLyzy8qWrnWXnQ3mVbffCRyHGGSFaDlcQaU7+zBdPsddl5NO9zXLJEYEN5n5ieKc2QIByE+w4o3u618wbzYuu67VO+sLXVfjFau962q4vtO7LMr9jB2ZWTuSCaB9LspvCbQMBHB+am1tFmW5KVmkAcj91HIGM41T/fcVOK9QJpoVgMyHpM193qDjm9bjYme0EFHJi4eGc2amoYyfTcB4p6bGa3ytZvEUkE2jXlcLKYtyi5RsIXhdVe5VCLjuJiCDPd2s2e4xaaLkZSPaeAHlJGcefRGWjVDeaOJ/XUX5t2lZ8LlaLrnpzT3GNjG+n5A3O6YJMvnndIO+ina/C4l68RgsnO8ek2htz/A895sG1b14rBuj+3sVFTvtfhjqe0f1OOM7XANy3pRcRS3vEX9w6JWzruZ0K9ucaQA5kso9PHiN0PLl0CFEY404/8xRIiq+zs5OWbp0afr/++67b/pSl49dOs3jr3/96/QB2Ac/+EFpbm6WQw89VL73ve9tWb5ixQppa2tLp3bczL5+96Y3vUkeeuih9O/2v3Zqx80P0iz77+1Nkb/85S+v8TciIiIiIiIiIiIiIiKiXWlwcFA++clPphFiRx99dPrHvnxlY8KG0IsGu+PDtOXLl8v1118ve++9t9x5551yxhlnyKc//el0SkfLPkiz7JtoW7N/37zM/tc+iNtaJpORxsbGLf9me6Ojo9LX17fNHyIqLazHRJMD6zJR6WM9JpocWJeJSh/rMRER0d+cc845cv/998tvfvMb6enpSf/86le/Sn927rnnSkk9TIvjWA477DD5yle+kr6VZnPOTj/9dPn2t7+9Uz/3iiuu2CZozk41SUSlhfWYaHJgXSYqfazHRJMD6zJR6WM9JiIi+puf//zn8v3vf1/e8573SF1dXfrHxoPZ2RF/9rOfSUk9TLOv1y1ZsmSbn+2///6yevWmbJEZMzbN0d3evm0GlP375mX2vx0d2+Z+ZLNZ6e7u3vJvtnfBBRdIb2/vlj9r1qwp6vciop2P9ZhocmBdJip9rMdEkwPrMlHpYz0moj2Wjbrmn+L+mQSGhoYmzHpo2ZkOfaZ5xCnwO9lRRx21Jfhts5deeknmz5+f/v/ChQvTB2L33HOPHHLIIenP7CvqNgvNTglpvfnNb05fz3vsscfk8MMPT3927733pm+92Wy1XCoqKtI/2wtmtUgQ5AgU1QI7q6udy2LloMRdG53LzBQcMhp1b/TapnTd5eVgxe5UzQQF+iqBnQH6TBGpfLHVuSw7TwkFXCbeUIhsNIiPX8Md7gDkWAmSDmrdYdHJFBwCa0Dgsxb0Gs53/2Za0rEBls3Mmuku24unj3AF7saJO9AYcdVjSWxrn/s8jIdGvPapJgAh2ekmoTYkKDBE2rVa5fxD54lWV1F4cvS6vWBZE/lfjVGgc6hsM2pPTVkZLBuBdlqTNE11L8T5xjCsPKx3hy6nKt3tWjKOA5Dj1eucy0x5mWcis0ddDgORHPUyu249XF/Y6N7nSSU+1kiCQqXTf+A+oDHY5yhsPC3b369vnGuTenCwO2IyZV7XLytSrgfeamvgYgM+VwuMh/VcCyNvbnJ/7oZuXBb1E5V2XBob3EVBe5kuH819XTK2iVZy2/Oqx0RUUvKty/EobmuCCveYJurt9W7/TBi616tcN1FZtEzrA4vWTwDfqaDPVfqxAq4HwdxZsGgMxqTBRmXsB8YpyZgy/nNco9LPnbFtxMf2sis2/WK2T58LbZcxxvsYhXPnwLLZVbkfdmUT5d5LnvU4qa6UJMxdvwMwdtDGukjcP+Bd1rR2OpdFWtuTTfz6Xlo/tx73gYPOLr96rNw7zPQoN3urQF3FJWGbmZk+DZaN57jro3nmZVgWnVdJL95XCTqv0HjVft+efq9xZFp2Y6/XvdLEsy4TUXHYZ0cXX3yx/OhHP5LKyk3t5fDwsHz5y19Ol5XUw7Szzz5bjjzyyHSax3/+53+WRx55RL773e+mfzZ3WD772c/KZZddluaq2YdrX/ziF9OQuPe///1b3mR797vfvWV6yPHxcTnrrLPkwx/+cPrviIiIiIiIiIiIiIiIaM9x9dVXp8+O5syZI6973evSnz311FPpL57cddddpfUw7Q1veIP84he/SF9Dv+SSS9KHZfYLfuxjH9vybz7/+c/L4OBgmqdm30B7y1veInfccceWJ4nW//zP/6QP0N7xjndIEARy4oknyjXXXLOLvhURERERERERERERERHtKgcddJC8/PLL6fOjF1/cNMPcRz7ykfT5U1UVnhVwt3uYZr3vfe9L/7jYt9Psgzb7x6WxsVFuuummnbSFREREREREREREREREVCquuOKKNDPNzmq4tR/84AfS2dkp559/fmk9TNutxLnT9eB8vHY5mtNbyS6DmWrKXOJhTY131hfKF0J5ajBrzQJzbWvfR8Ac5pnV7vmyrQRl5CiZdyiHSctJkSj2yjtS52Tvwjk32QH3ORkoT9UTNI+3cowSkCnjnZmQZpwVUSa0YT+5lylZURA6F8Ac5VbU6c6iC8WdQ6dBWV/RcL9/HlJ9HSwbg/alrE3JSgKZRglo06wInPeo/dAyJjMgR1DLV4i1OrPcndsw+J5Nr5e7VL0A1juO25fYkb2Qlk2vdeI1n78B7Vpc5Lng494+iU1ZXueuNpd9MIjDoFA7puWZIKislp+wKcTKM99Qyc1CApQJoWSXwXqunH+oroZKW5sUkPkKr9ladg+4NmrHwIBrdtSntONd3d5ZkM58XK3fQ0R7pKC6SgJTnvfYMB4YdC4LQS6RUTKaYtD+aSMLtM1xAVnpaj8BjUOUtjec1uSdmYYyX+OV7v6iFey90F1WyQQNpjU6lxllP8OcWuU+RwbkwMXtOB88mO7ez9FKd5/eCmfOcC5LNrjH3+jcMfa8KGD4OmF9fQNigtz9nQgdE9C/0jLsYnDvQetfoZxnrQ9cuWyDd360VIP7KVp2Hjh31c9FtAxv0L9WMwrRavvwvVCzfNw7uwxtl3YvTUyld98btuNKZmimeZpX/nKxx8lElJ/vfOc7OV/COuCAA9KYMD5MIyIiIiIiIiIiIiKiPUMCfxeV8jVJ9mVbW5vMnDnxRYbp06dLa2tr3uvDvwpCREREREREREREREREVELmzp0rDzzwwISf25/NmuV+o92Fb6YRERERERERERERERHRpHH66afLZz/7WRkfH5djjjkm/dk999wjn//85+Xcc8/Ne318mLaVpK9fkmA07zwTNId5oszpDed61jI6wHy9wdr1sGwE8kwCkHumzSFsQP5VVplXPQRz4xslJ8WAfRUv2Qt/7it4rnjv/ahlCIC5nMPGBlgWZQxE/ThjBW2XdnzhNoNtQttV7PmjTRC4zweQR2BapsP1Bu3u3L6kAX/3oN19/poOXC9QJheadz2cUu2fP6ZlI4L8i+wry2HRsL5efMGsrJn4+BlQV+Fc/oUCeWtVbSPe+8qgufy1LJEIz5sfvG6Je71PPe9eb6Jkf+XJXnuTHHU5bMHZDDI65pVxmhrzf2E/bMDttkvU04P/QYKyGUL/rAmUcapkjCUNOMsmKHN3L2MlLwJtV9Ld49+PUL5vvMF93mRAhooVge3S9jPKBQqUTBmUv6NlxLmOQ5wUMZyFiCaNZCwrSY6soILyREFfJlL6ZuhztWxVeG1Uxpww71wB+3VN7vxvK2p0jzWCF1d476t4GGfJytpWv9xxu11geRbkSWv7KhnH22xiMN7TsldR5quWcRsG3jlbgWPcFiRjIjhKPT+DIyJB/tmo8Ltn8C1FWKeU7HTURqA8xnR5a7t7vVrmMOh/qW0eOtZKNiLK8pIGZQyNcna1YwTupWnZZSYEY9IR5VwroB2PlOOPZBrd7W3U4b7nYwUg6zgE95OSeFQE36Ilop3ovPPOk66uLvmP//gPGXv1HmtlZWWalXbBBRfkvT4+TCMiIiIiIiIiIiIiIqJJwxgjX/3qV+WLX/yivPDCC1JVVSV77723VCgvlLjwYRoRERERERERERERERFNOjU1NfKGN7yh4PX4z2dERERERERERERERERENMnxzTQiIiIiIiIiIiIiIipNNooRxzFSPrgvc+LDtO3CRE0wMQQzyeIw9nhjj3dQbVBT41wWoRBRW7Ys4x2qGniGMqNlVlhe5h24Gu+7wL3wiefx586d417Wi4Oi0fFNQIDxq//AP+i1zL2vkv4B8YUCm9N1g6BpLVQ7BGGt2rnxWrHbkThCdFGob1Kphdy6j0nw4jK8USDUV5Q5epMYXL0SdyBwMma8twmFb6vBy+i7Ku1aZp9F+HNXr3MvXLXeez8GSnsZoYB15fvGIMA6s8odjG0lIMBaayPiAupjMDLmXq+8huy+zbV/K5U6A/aNcQS8b5apBdfkzi5Y1oBrsgT+EwGgc9dU4OtMgtp05ZosoP8StOJ9kX011DeXTFMT/tged5/KgD6TlYyDNnEQX9/Q/tD6gb5tgBWEg37nlF03aJsCpZ44v692XhDRHsmUZ8SYiX1lA66bKXAd6nuLu99X89snxZc2/kbtXFDn/3006BplevG4PwTXsBhcc61g1kz35yrXqGTUvdwEprDjAMTg+wZKXy4B10Yzewb+3DXu8UTY0ADLChjbq2Psabn7RiZWxnN5ynZ3285F3uWCKlAvBtz9mIKBcwiOR+3yqkrvstkN3c5lgdavA22I1sNKxtxthHT3KGXB+A2NZe35V1frLtuH2xdBY+yWabBodvVa8YXu62j3QtFYQ63nFWDdGXBexficI6LSwmkeiYiIiIiIiIiIiIiIiBz4MI2IiIiIiIiIiIiIiIjIgQ/TiIiIiIiIiIiIiIiIiByYmbaVuH9AYjNxDlwD5uNNl9dMcS6L2jpw2enu7JCMkrklIE9HUHaZBbLAUMZKUOGee3rT55Z7Z3mZHvd827Ey73Hc7t7PwSw8N7rMn+Ve73MvwaIhyG+JQTaZZVCeCcrJUuav1zKcCpGAOcLh97HLM7nPSWO/ahHj1kx5Wc5MB02yAs/ZnQF5A1oWTwzy1uLujbBsAOZ79z5HlJwwM6MZls2+sty5LDMT1zeYOzUK5onX6oWSHYUyJlG2wqZ/EHvXtxBcH2Jl7vt41L1dmel4DvoAZKah9VrZpa/I7pzPkmiZASDfylRo15INzmVhfR3+XJTrgK7XyjmEzt1gKp7X34CsNqPkNcYoA0PJQUG5aFqGCsoqSJpx3poBWSeFSJQ8kADUc5hbp1xXtRycDMgx1fJZ3OddwKBpIpogGR2TJO20b/fzoWHvNr1yg7uNS7LjBWQK42QimJeEMotsu9s83bks29GJPxflZReQ86blA8Wt7d6fm4DFWu6UgL6omneFlivbjPo3yfp2//GTkp9qev1vrWU7cvc/syAfu6h5xMrYEOXIGy0nHvRVs+vbvHPAUJa7FW3sda9XO4eUPEDf3DPUL0/LgnoO++V2P9fXeufamQYwxul170eV0jbB+4PgnFP7uVHsnbcmjUpmGjC0V6NzWXZ8RGS196qJaDfDN9OIiIiIiIiIiIiIiIiIHPhmGhERERERERERERERlSb74jpn2Sge7suc+GYaERERERERERERERERkQMfphERERERERERERERERE5cJrHrYW5A1nj/n5YLABhtGqYMAhtVkNGM+5g3mQQh0HHoyPOZZmmJueybPdGuF4DgkDjwSH8fcC+giGhWgCpEowtXfg7IdHAgHMZCvFV19vbB5dnmqc5l8V9+Hw1oXu7gqpKWDbuc3/feHjEK8jXJP4Bv7kk2awkjmDlBARhB5XusGorbnGHHJtX3PslXXetOxA46umBZTML5rvLrlnrLujYB9u0d56Bv5np7vMv29YBywZlGa+AdMuUl3nvxxAdA6WtRftSDVAH7YBWZ+AxrK6CRWFdVo6Reu64PjMJREBue97rmzJFgmDi/kuU/RYPu9v8IMDHKwZB53EX/tzw4P2dy5IV7rqameYOq970we65FRLwXS0ze4Z74QZ87QtqpnhfZ4LaGu9tFlCnTA++NmZBPwO1Pem6M2X+fTlwTqJzSmtP484N+HNr3H2jRGkTXde8wF6TlUNERHse298xZmL7bOrd/SsrWtfmXBYOj3u1yenyA/ZyL3xuGS4L+vxmCh5zZte3evefot5e57JM83RctrvH+xqVmdHsLtvRKb5cY7stwHU3AX0bKwTnVdyPx10GjXEK6AuI9n2N8b6XEbnuNyV4TFZMqN+Hxo2Jcq/FtLj7OWFdrXedScbc7Ye277RxP+7HKuM3tK+UPiGqy1o9N8PuczezL2gvLXCPpxBJZxdcbsA5lxQyPleOr5na4F4I7helwD3YqjXu8zUbFXGQTES7HN9MIyIiIiIiIiIiIiIiInLgwzQiIiIiIiIiIiIiIiIiB07zSEREREREREREREREJckkm/5QcXBf5saHaVtL7FmS5D3/OZr7WMtCSUC+h5azYUBZbU7loKLSax7gEM2lrcwhHU53Z7FZEZiz3ShzF8OcmwIynFDOUrpdYJ7veGOPd/6Yll2WNDd6nRdaHo2aRQSy9uA5Bc7JJK13xROPjEnsaPHh/Ohgnvt08fJ1fpl9tmwFnrcbikFdRm2TMse+CcB87h1KTg/ILtM+F2UkmDLlGID2xyjnrs3ScwmVfAyUwaXmRQBaPTcgFy1RsqPg+axc0wJw3YLtms1MKyZ7nuXITFNzMNH3U/K6UB5lth1fS0ynO4MsAfUt2uieXz8t+/ol7oV/ecb/+ygZqBlwzdayArMgIyHT6M6f1Ooqun5puTDZVnduj5ZzaioKyG1VwMwPpa7GYD+reTQzW3L+PIhHRVbAokS0J7L9ilxtUhaPOeGY9BH3NcyVf7xZZpW7TY8LyJlCY3MrrK93LouUPNGwpka5D+FJ63uPjnpl+1rxiLtsEuPxeabBva8CLQ8pA/LWlPsCaJwcv7gclg2n1nuPFVF2WKSNz53ne5Dz9pQvO24xru8BxiUovyp25b1tBsoGdaBOKLT8MZRTh8ZY2ngncPSftmwXyDdE9Umj3Wsx9XXuhV24zx+DYwTbrfS8B3nF0/D9PwHHUMuvDGa5j4PZ0A3LZletca9XaRODBvd+NiPueyTG9q+JaNLgNI9EREREREREREREREREu+PDtC996Uvpb8Zs/We//fbbsnxkZETOPPNMaWpqkpqaGjnxxBOlvb19m3WsXr1ajj/+eKmurpbm5mY577zzJIt+q5mIiIiIiIiIiIiIiIioVKZ5POCAA+T3v//9lr9ntnql/+yzz5bf/e53csstt0h9fb2cddZZcsIJJ8gDDzyQLo+iKH2QNmPGDHnwwQeltbVVTj75ZCkrK5OvfOUru+T7EBERERERERERERER0eSxyx+m2Ydn9mHY9np7e+X73/++3HTTTXLMMcekP7vhhhtk//33l4cffliOOOIIueuuu+T5559PH8a1tLTIIYccIpdeeqmcf/756Vtv5cp8t7lyKxKTf/4YmtM9VubrhbkjyvznKMdHzcRpceeoROvb3atV8krM4nnu9S71D+HQ8uNCkF2mzV8PP1fLwgJvQRow17uViDsnJahV5g9vc2daadOqJ2CuboMyxdJ/AHK2lHpiHNl0xp7nRXyZNNM0VTK5cpYskFskZSAHzBoHuTYD7vy7VBR7zee+6XPdOydAc4krxyMC26xlBaJzKNPSjMuOjnnPuY+yCLTsMtReZubMhmUNan+Utjbqcc+bHy6cD8smIM8xevEV78wHlH1oGbCvgnnufRVEoyIvSdFEbR1iTFnebY3v+ZcCbbpWV+OeXq9rp6tt3JEcFa3NTlo7vPsYMPds9kxYNtPY4F7v6rWwLFxvBe7XodxPk1HaeHTNnoO/b9AOMl+186ar27vPhXJwtCzI8Vm5j1E2O8LMNCKayPazcmUtKTlSKCcTjbPUbE6Q+6ll3kS94Hr9xoNgWXn8Rf8sXJRJpeSshyB/GeVnamMJtE0W7OVq90imuNcdaGONerBcyXZOXl7ln0tewDgZ5mEpfS5XFl+SjIngaN282HsMgcldP7LrWr3utWgZrSKRd157pnm6d85gBNoImI2nUbKbIzCeVfPHQJ3SsgIjkA0cNjV6n7sZpW1C2XXji3C+XOZJ93g2VjKlA3SPD5yvGq1NFDTGXu5ue+IE3EsiopKzyzPTXn75ZZk1a5YsWrRIPvaxj6XTNlqPPfaYjI+Py7HHHrvl39opIOfNmycPPfRQ+nf734MOOih9kLbZcccdJ319ffLcc885P3N0dDT9N1v/IaLSwnpMNDmwLhOVPtZjosmBdZmo9LEeExERTdKHaW9605vkhz/8odxxxx1y/fXXy4oVK+Stb32r9Pf3S1tbW/pmWUPDtr85ax+c2WWW/e/WD9I2L9+8zOWKK65Ip43c/Gfu3Lk75fsR0c7Dekw0ObAuE5U+1mOiyYF1maj0sR4TERFN0odp73nPe+SDH/ygHHzwwekbZbfddpv09PTIT3/60536uRdccEE6jeTmP2vWrNmpn0dExcd6TDQ5sC4TlT7WY6LJgXWZqPSxHhMR0a5y3XXXyYIFC6SysjJ9ieqRRx6B//6WW25JZyK0/97OPmifDbn8+7//uxhj5Oqrr5Y9OjNta/YttH322UdeeeUVeec73yljY2Ppw7Wt305rb2/fkrFm/7v9QbHLNy9zqaioSP8QUeliPSaaHFiXiUof6zHR5MC6TFT6WI+JiGhX+MlPfiLnnHOOfPvb304fpNmHXvblqaVLl0pzc/OEf//ggw/KRz7ykfSN6ve9731y0003yfvf/355/PHH5cADD9zm3/7iF7+Qhx9+OI0K29V2q4dpAwMDsmzZMjnppJPk8MMPl7KyMrnnnnvkxBNPTJfbnW8z1d785jenf7f/vfzyy6Wjo2PLQbn77rulrq5OlixZkvfnm/IyMTkCWVEQrRaQHDbmDnjfLOrucS4Lqqq8g0JNgENuUVBx2DzNuSy73h1MawUvr/QP/B11f58kcgebWiaT8f/csXHvQF0YuR3gFz+DKdXuhdnIe1/B8GO7zWUZ7yBptC9RiDisJ0p4cL7ivn6JTVnOZQEKMdbW2z/gfZ4ko+5w5aAanAcWaF8iFLx7BA5QDx57wb3egUFcFgVwx7H3uauFzcPgb+XcDUEYfdwyFZaN167z3mYUJC1aXQWh3GHNFFy2rs69UAl0jsDycNbEDtBmiSnuy+523xqTY/8W8DmJ0k7FIERbO9Zou+JhEFZ+xOvgaoMnlvq15/ZzB9ztVliLw7lRm54FdcIKQH3TaNuFGFQvlJB79H2D5avx5y6e5144htsmdG5o/UAU+h4N4nNdjMnv50S0R7NjLWMmXnPi7o3e4x00fkPjs03/wN3fDOrxdcQMl7mXrcBjXdSiBw31sKzU1bg/Vxn7of417B/bXTXu3peB0p+EfUKtL7rBfZ8jyWZh2fjlFc5lAdiP6eeCa2fUtukXr30Ybawxa9v4ka1lV6/F627KPRYx8agI7rbnX4+D3PUuAH1K1J/U7rUEU8H9sFDp04MxdgLG5umqZ8/0Ph6ZWe6y8Qb3fbRCJYWMQzLudiDq6oZF4bpBO52WBQ9twyHcjpt6MF4d6fTeV6MHzIZly3vclSpW7oNIPejzgzYiSZQ2nmiS+PrXvy6nn366nHrqqenf7UO13/3ud/KDH/xAvvCFL0z499/85jfl3e9+t5x33nnp3y+99NL0uc61116blt1s3bp18qlPfUruvPNOOf7442WPnubxc5/7nNx///2ycuXK9GnkBz7wAQnDMH0qaed2Pu2009Inmvfdd5889thj6cGwD9COOOKItPy73vWu9KGZffj21FNPpTv1wgsvlDPPPJO/iUNEREREREREREREROShr69vmz+jOX5J3s4uaJ/dHHvssVt+FgRB+veHHnoo53rtz7f+95Z9k23rfx/Hcfrcxz5wO+CAA2R3sEsfpq1duzZ9cLbvvvvKP//zP0tTU1P6yt706ZveHvnGN76RvuZn30w7+uij06kbb7311i3l7YO33/72t+l/7UO2j3/843LyySfLJZdcsgu/FRERERERERERERERUemaO3du+tLT5j9XXHHFhH+zYcMGiaJIWlq2fVPb/r2trS3neu3PtX//1a9+VTKZjHz605+W3cUunebx5ptvhstt+JwNrrN/XObPnw/D6YiIiIiIiIiIiIiIiGjHrVmzJo3U2qziNZoN0L7pZqeCtBlqZjeKI9itMtN2taC2VoIgR86HMj82nEcYzQNs584F2WVJVpljOFPmXTasdc81nqAcJgXKjlLzkFB2FJgTOdXg3s9xF57XOjN/rnNZAjLt1GypArL2diaUqabNfR+g81nJPjOLcu9nE42KuOO78haPZyV2NLIBmJc9Wpf7NyWKAR1rLWsuRjk/IC/CRLF3Xc1Ma8RlUY6Fkh+HMuKySl2NOza416vkRaD53M3ouPfxQ+2wtjwB87VrWUowi83q7/ff5sDdSTH97vM1zXUoIps9kuuabHMRvfebkreWmTfHO18hrHFndJgp7ly+sQp8LQhAPYdZbMqxNk2NO23qAnh+atdz1F5qeY4gFzOch/MT0PUe5TKky1es9cuDUPLlkvGs934OKnCGiXniZcdKleNDRHskU1crJsjRl1L6sYLGnL194AOV7GnQxiWjSjsGcq2zG3C2UGaGOztWu2eQrHXnsRmUpZ1mvg77jRWUfp0oN8MKycsOQVmU47Y5y95JydOL+vxzriGQ+6zR+t7i6t/ERb4m2/MsVz1G25Buh/89HnRvyTSCPDXlPo72uTGqy1r+MqiP8Xqcq4jybiOQPaflBqv1DZTNKmWDCvf5mW3r8M9JftbR13xVDI5DOGcWLJtdtca9TWOxf06yklcc9IBMaZTxp9wroyKyu5q7u3he3Zf2QdrWD9NymTZtWjpzYHv7tvmk9u92psFc7M/Rv//Tn/4kHR0dMm/e3/IK7dtv5557rlx99dVpbNgeN80jERERERERERERERERlZ7y8nI5/PDD5Z577tkm78z+3UZz5WJ/vvW/t+6+++4t/95mpT399NPy5JNPbvkza9asND/tzjvvlF2Fb6YREREREREREREREe0m+vr65DOf+YzccMMNu3pTiFTnnHOOnHLKKfL6179e3vjGN6Zvjw0ODsqpp56aLj/55JNl9uzZWzLX7Ln9tre9Ta666io5/vjj0ziwv/71r/Ld7343Xd7U1JT+2VpZWVn65tq+++4ruwofphERERERERERERERvcZefvll+a//+q902rqxraaYt///0EMPbZnO7r777tuFW0mEfehDH5LOzk656KKLpK2tTQ455BC54447pKWlJV2+evVqCbaabvvII4+Um266SS688EL5P//n/8jee+8tv/zlL+XAAw+U3VneD9OWL18uixYtkknJzhWcK59Fy/cAmRaFzKOpzQMdgHwrLd8Dfm6TO9vFKDlgAZrvHc3XboGMp0wLmJ/eHqPWbedYzSubDMy7HoHcIW3d2tzo8ah7fvuwxp0voOX0acfeZN3HIVHmgteWI0OLcs+Jnh0fKWpm2qYcsTjv8wTVJ8ugzACU+WBl3W1EuHC+f64iyEsK2jYqmzTunUtk9prnXu9zL3vPq56ZPg2WTUD7A3PclLoaTcF5EWo+GSoL5k4PlDbR5ni6RNo5B4QL3DmRVvaV5c5lydr17m1K8DHIm61zOXIdggowN789f0G2mXo9KCBLwzS7z98IzOuf6Z+ONwm06SgfQTt3kz58DsFsBiVrIpxa753tkijLkbijE6wYH1stfw6B13vQ/mtthJZ/iwQtuD3Nrln/2tRjIpoUovYNYszEti4E40YrBv0GmPtYj/vlUbe7n5tR+vRS4x6vGiXTKOkf2Cnjb+0aFIKMbwF9DCuoB8cojrzH9loOk6A8LLAf08+dCsoq/XKU1ZbtdOcva2MRbXwEs3WVfpMrEy8pco5pmjOVox6rfRmQ36vePwD9nLAM3y8J5oMs4xdf9s7phjmCFsgo1O7xwHNXGWegPrKW5YXaEHWbpze517t2nXe+oZrnWA7qhZKriJSvwdmXqGduFuFxsnS7x09BmfseXWDHIUp1/sQnPpFmQb3pTW9Kc6c2GxoakocfflgOPfRQvAKi3cRZZ52V/snlD3/4w4SfffCDH0z/7KhdlZNW0MO0xYsXp6/gnXbaafJP//RPUlmJA86JiIiIiIiIiIiIiGhbNgvq+eefl/nzt/1la/uWj53y7utf//ou2zYiKvDFqccff1wOPvjgdB5MO0flv/3bv8kjjzyS72qIiIiIiIiIiIiIiPZYIyMjUpNjhqokScQY5W1K2sIk/FPsP1SEh2l2vstvfvObsn79evnBD34gra2t8pa3vCWdz9I+KbdPzYmIiIiIiIiIiIiIyG3FihXS2Ng44efTp09PlxHR7sM70iuTycgJJ5wgt9xyi3z1q1+VV155RT73uc/J3Llz5eSTT04fshERERERERERERER0UR25rdrr71WPv3pT8vNN9+85ec2R23OHHd+IBGVQGbaZn/961/TN9NsJZ8yZUr6IM3mqK1du1a+/OUvyz/+4z+W3PSPSf+gJGZi0GVQXg7LxeMgwnIQB/NmmkFAvBYyuh48sNwqsDKXZNSdfmk8Q4i14GUtWBkF82YqK3BR8H1jJegVheZm5syGZbPr3McgVMKvY7CvEnRO2eUj7m0OlH2VgP2MAmStqL9ffFV05f6+Yba4wcq2vgauYGUQRKwCYddGaSPsq/nOZW0duCw4F9A5ZPqUYO8K/7xL07nRK6DaikdBELE7zzcVtEzz348oOFsJoUahzUl23H8/K9M1GBRirNTzGLQR2r4Kc0wvsSPrLeD3c3J/Vmu7xDnqMgz2ttvfONW5zCg5r3GXO7Ba6wskHe5Q+wS0H8Hydf7nnxL6jtqIMAi8A+Mz0xu8+xgqUB+1fkRm5gzv+obWnWlphmWz4NhHG3u96zk6b9S+T2cXLOtsq5U2nIhoa8nQsPd1CJbrxZ3CsLbWvU1KOxbNbnIuC1rb8YaBdreQNhtd69N197ivJaZCGfs1T3zTYbPouZdg2UzzdOeyQBtXdXZ79ic39QGd27R4IS67dr17IRgHW8mYu19vMvjWGeonoj5Vuu6m3H1XE4+K4CFdXux5ZlzjZDgeCr3reGbBtvlPW4tWrIJlw4YGrzZAu2+BzutUFRgvaP2kcTA2VMacYT3oX4P7CeliMPYPp7vbPCtqbXMuC5R7kmYG6COvWA3LxkPue6WmDLeJATpGvf73rMzAsPe1CdWFOMH3DKwzzjhDbr31Vnn9618v//f//l/p6uqSM888Uy6//HJZs2ZN+jMi2j3kfefLTuV40EEHyZFHHplO9fijH/1IVq1aJZdddpksXLhQ3vrWt8oPf/jDNFuNiIiIiIiIiIiIiIgm+sUvfiE/+clP5O6775ZvfOMbcsMNN6Q//4d/+Ae59957d/XmEVEhD9Ouv/56+ehHP5o+QPvlL38p73vf+yTY7rebm5ub5fvf/36+qyYiIiIiIiIiIiIi2iMYY9IXVKwjjjhCVq/e9GafzVFra3O/PUhEJTDN48svv6z+m/LycjnllFN8t4mIiIiIiIiIiIiIaFL7yEc+Iv/v//0/ueSSS6S2tlaGX52C/sEHH5R58+bt6s0jokIeptlXTWtqauSDH/zgNj+/5ZZbZGhoqKQfotncIxOU5z0/sYndc/0mfXi+XgMyyCI037eWb5XFmVsSg7mewfzDSb8yaTfIJMlMB/lw9vt2b/Sejx/Oid3U5D9Xc10dLAtz0ZT8MTjfdhj453fVuvOO0uVgLviop2enZUdlljnO57i4mWmmqlKMKc+7XmhZPOGiBe7P1OYwX+/+TaJIy1UE+U9on5sZeC746MWXvTId0s8FOQcob0v7vlrWBMoACtB87fbQr17rXBYOgpwluz/APPORkksU1Ln3RzIM8uOUrCU4T3x6DN3nejRQQPgCyJpIEnz88mXzSOMc15RAyaxAWQVJI27TDbhmR1peF8huMFpmKNomlK+g1NWwvt65LNL6J2jdyuciWvYcur6pWY/g+iYZvM1o3dEGXM9D0JdDWbJav0lti8E1QMu4DRyfGyRjIviyRER7INveJLmajTLc70PQGC0eGMTbA9p7rY/kHJPY9l7L2lb67YhB40Z0/bLQdinjfjOI88mQCGTJqtcocP0LQF6oJtEyQQFtm2EumjK2h/m4Sv6T8/jHyj2dYgJ9/ACcu4mSb5hdtcZ7k1A7gLZJzSHU+qJgDKblG8K8RyWzT8B5ErW1+5/byhgbnrtKexrVV3uXlaTC636Dts2JUt/Q/YqkGmfExWD8jsYSQRKIKE1xfX29XHPNNfLQQw/JXnvtJWNjY/KpT30qjVGyuWmUB3wpJ3rtp3m84oorZNq0iQ9F7NSOX/nKVwrfIiIiIiIiIiIiIiKiSe7222+XRYsWSVdXlzzyyCNy6KGHSnt7e/pCy6c//eldvXlEtJW8fyXIztu6eR7Xrc2fP3/LnK5EREREREREREREROT2+OOP7+pNIKKd9WaafQPt6aefnvDzp556SpqU6fSIiIiIiIiIiIiIiIiIJvWbaTYU0b5iagMRjz766PRn999/v3zmM5+RD3/4w1LS7DzDwcS5hk2FMqcyyJ/RsmkyYE5emJOiZH1l5s8Vb+PZnTLfskxrhGXR/NMosyhdDvaFKPsRzS+dKDkppsmdZxV3bBBfWtZJUgnmiB7FkzHHfQPe88ir83wDSWND7p9HoyIdUjw2B8aRBZOArEAtrytpbfcuK/svci7KrMVfPotywtB870rOYGbeHOeypBdnKaGsJS0DIaisgLmV8HN7QYaYUjZEeVZd7vWmwHcKlbYJzZuv1VVU3yIlSwTR9pXNKvPJiUxs1hI+dfIS1lRLmCP/MGlQciHBdTVZi/MGYjA/v5oNgrIsKyr8zwOU36HkNaI8Lg3MZdWyXVD2guNasFm2rcMva9SuG/Qz4mn4cwW0a+j4qcuV8yYG+Tuhtq86OoueiZckr2E+CxGVDtsnydUvUa4HQRW4Js9y5/uaGPevkuVrvPrOVgbl7CrXmYLyuBrcOaai9L1jkA+uApmhQbUy5gR9FAOOrXZ9Q5nCWpZ6pr7Oez8nfX3e+9lo+wrUBa2v5xxPRP4ZtbmY8owYU5b/NoLsq1DJkotAXyXQsrbRmLPCfR9Gq8tazhvqu2k58WGLu32JlPtD8UacX+87Doln4yx1AW0mzBG033dVq/tzletDDHIVQ6WeJ2AsnChZ1Wism1HaYt/vEyfK2ElETj31VLjcTvdIRLuHvB+mXXrppbJy5Up5xzveIZlXG9Y4juXkk09mZhoRERERERERERER0Q7o3e4XhwcHB+WZZ56RgYGB9P47EZXww7Ty8nL5yU9+kj5Us1M7VlVVyUEHHZRmphERERERERERERERke7WW2+d8LNsNiv/8i//Ivvss88u2SYiKtLDtM1sZWaFJiIiIiIiIiIiIiIqDjsb3Pnnny/HHnus/J//83929eaUBpuCoCQhUB64L4vzMC2KIvnhD38o99xzj3R0dKRTPG7t3nvvzXeVRERERERERERERET0qsrKShkfH5eyMpxRSES76cO0z3zmM+nDtOOPP14OPPBAMQWE2+9u0tD7HIGs5g0HwHKmpxcszBHUvJWoq9srRFRbd9zWiYtWVrg/dwQH5CIoRDbZCPaTIulyhxBrgc/ZvWbjlf/lGe8Q6gwI41VDqFGwrRLWioJg1YBq8J1MdS0sGoGw3sy0Rlg2XrYy9+bsQBhrPuL+AYldwcqx+9cqggr3sUyBti6omYLLtnV7h6QH4ByLh0fcBdtxwDFqX7RzF1LKon0Va2HQoM1LNrj3sSa7bj1cHoJ2zVS421IrAPUiWt+OP3eqO0A9BqHLm/5B4h+cPcUdsJ49ZLF7WXZE5EEpGjO1XkyQY//2uwPtrRjUqUAJj0eCqiq4PAH1MZjnvg5lX14G15tZtMC5LG7F55AkBfwqGSgb9SgB6ajvo4SCw9VmlJD7dnffx0xrwCvff5FzUfzEC3i7ysvBQtxPDlB/DLXxStuUgHB1Kx4deU2uyUQ0OYQ11RKa8rzHLHDcsdE9ZknQ+Nq2YWC8GtbX4bJg3Vq/rqDratbdLme7/ce6JsDXmXgN7uf6Xs+NMv4x4BiNvc59zbUqnl3lPV4w6PoHjoEVLJzn/twVq3HZvRe6F4L+SbpZryzP/fMiX5OTsawkjn4J7COPjXmP/cIFYJ+ub4NlM41TncuSPnzPA9XlRDkP4DhLuT+UjIx4jest0zzNuSy73F0ntO0KV+PxQoLakEbcf84uxeMYBLVdySi+J2nK3PfDgpktsGyAjm+tcl9nPT7+vufNZv39/XLTTTfJ0qVL07/b2eA+9rGPybJl/vuZiHaDh2k333yz/PSnP5X3vve9O2FziIiIiIiIiIiIiIgmp//8z/+UGTNmyEknnSQPP/ywvO9975MwDOWggw5Kl//4xz+WCy+8UH7961/LkUceuas3l4hehV+byqG8vFwWL3b/ZrqvK6+8Mn3L7bOf/eyWn42MjMiZZ54pTU1NUlNTIyeeeKK0t2/7WxWrV69O35Krrq6W5uZmOe+889KQRiIiIiIiIiIiIiKi3cm3vvUtWbRo05u6Z5xxRvowbe3atfL73/8+/WP/3/7M3hcnohJ+mHbuuefKN7/5TUkKmeJgO48++qh85zvfkYMPPnibn5999tnym9/8Rm655Ra5//77Zf369XLCCSdsk99mH6SNjY3Jgw8+KDfeeGM6BeVFF11UtG0jIiIiIiIiIiIiIioG+7LI7Nmb4gBefPFF+cIXvrBNLpp9mcX+zC4johKe5vHPf/6z3HfffXL77bfLAQccMCEA8dZbb81rfQMDA+kcsN/73vfksssu2/Lz3t5e+f73v5/OF3vMMcekP7vhhhtk//33T19/PeKII+Suu+6S559/Pn1i39LSIocccohceumlcv7558uXvvSltOHJd87eXBlw4Uo8l3OC5pcewtkuptydwWKUOZUjkEGGMtHSsmCOaZjRNITzOwzI6QnBHOTaPORxb693bkhmDZ6jPPbNpFLmbI+VvJIAzPNsKvC5m0x3zx9u0JzmdnkBD8JRtovUuo9ByjU3daJkA+bJZgoY45i73STeGYXJ0Lh3PUdZgur82VHsVdaVh7MjwhnNcHm8rtW9UNmPai4aAr4vyvPT6lugXCtQLodW31A+VDh7BiyaVIPrg7KfDbguxR24TUzAd8r0gLyryD9vM5e4sU7icGKbE3Rp2Xr+8+8HIC8uWYDzN5NnN81tn0tU75/VJv0D7s9Uzj81z9F3P4JrvRXWub9vpFzPMf88x2Ctkhcxu9nv2pcWdu8PU4+zSJNekPmhXZfAcv/c3UCkeL8vR0STRdrOJXn3NzMtoE8Jxlna9Q1l7WjjKCmk7QS0XNYE9DG0vmhQ5x5LZAvIDUaZVOm6u9w5tEkBGahlvfi8KSTDHY0J0HjAMqNgvKfloaPrudIfcx4H27fOHafmxZ7fieP6j/IPDRiTJKCfmpZFC7VxI8qCBxnymzYs8RrbqRmF5co9OpB/GB64Ly77ov/BRm1ttAFntKN2L1611nubtDxHlIWsZf8G+4HcxU6cQRl1u7OfjZJLntnLnY0Yr3XfIwmSQCTHaTdz5kx58sknZcGCBenUjqtWrZL99ttvm39jf7Z52kfS2Vt+4LYf5Yn7skgP0xoaGuQDH/iAFIt9XdW+XXbsscdu8zDtsccek/Hx8fTnm9lGZd68efLQQw+lD9Psf22jYh+kbXbcccelr8c+99xzcuihh+b8zNHR0fTPZn19BdzcJaJdgvWYaHJgXSYqfazHRJMD6zJR6WM9JioN9t76pz71KRkcHExngbOzs9n/vvGNb0yXP/LII2mu2le/+tVdvalEVMjDNPt2WLHcfPPN8vjjj6fTPG6vra0tfbPMPrzbmn1wZpdt/jdbP0jbvHzzMpcrrrhCvvzlLxfpWxDRrsB6TDQ5sC4TlT7WY6LJgXWZqPSxHhOVBvtCSWdnp5x22mnpyyTWv/7rv26JVdo8c5p96BbHyoxGRLT7ZqZZ2Ww2nVrR5pz1v/rqtc0zs1M27qg1a9bIZz7zGfmf//kfqazEr0oX2wUXXJBOI7n5j90WIiotrMdEkwPrMlHpYz0mmhxYl4lKH+sxUWmw98JvvPHGtJ7aXDQ75eMTTzyR/nfz/2/+OxGV8Jtpdr7Wd7/73bJ69er01fF3vvOdUltbm752av/+7W9/e4fWY6dx7OjokMMOO2zLz6Iokj/+8Y9y7bXXyp133iljY2PS09OzzdtpNqBxxoxNOTP2v/a1163Z5ZuXuVRUVKR/iKh0sR4TTQ6sy0Slj/WYaHJgXSYqfazHRKXF1te99957V28GEe2sh2n2bbLXv/718tRTT0lTU9OWn9vXTk8//fQdXs873vEOeeaZZ7b52amnnprmop1//vkyd+5cKSsrk3vuuUdOPPHEdPnSpUvTh3hvfvOb07/b/15++eXpQ7nm5k2Bm3fffbfU1dXJkiVL8v1qElRVSmAmhv/GPb243Mxtp5rc0QDcFAhXzjRuO8Xl9kwfeBPw1deB0Xd1iUEYNAoJTSXg1WNlX6BtkvkgYNRauc65KNZCmcPAK3w2XQ6CpoOhIVg2RsHayjkns6e7t2n+LFg0eu5l57KwrhaWDUBIdbzOPbUqCrZNEv+g71xMeZmYHPU4/SwQNpxkx5Xzs8o7JD0eBOeCIwR6y+fWu49JILVewbpa0HDU1oG3qRIMzmIloRQEEWth0GEt+L4ooDptmhLvYw8/VwkpDsDxTVBQeXoul3sHmSfKdvm2a6Ztg3tZjOtBvoKNAxIEE49NtHa9935D5326fHjYuSxcj+uFgOBv6XevN6uPrsRX0tzoXqhdG7NZ72sFavPC7abvzqffFDZNxZ/bA/oZDXWwrKxt82/jQdsValOyoH6G1peb6t6X8UZ8DQjnzXYUHBVZAYsS0Z6orEwkUMaBOSSvTluVE+ibwT6QLQpmxElGcZuN+m4G9FNf/QfubZrnvieQetHduMaj7vF3urzTf3xuyjJe42ArqHCPz6Pujd5jp6AN90Fi0F+Lx3HPKTNrhvd9gewq9xtcAdqPFjrvytx963S7Vq/N/fMEj1FeK6hPYcBxTsui+xravRbQB9bus4VT3Ps8VMZRaFwZKGUz9e7+pjJKxuudP9f/3EVjd7ufwbJEqW+wXij3OeD9MHRf0a56wN0mZtvxmC2sqXGvF92TtJtVXubVju9oXW5tbZXrrrsujUOqqamR173udXLWWWdJfX39DpUnot30Ydqf/vQnefDBB9M8s60tWLBA1q1zP9DYnn2b7cADD9zmZ1OmTEkf0G3+uZ039pxzzpHGxsb0AZkNZrQP0I444oh0+bve9a70odlJJ50kX/va19KctAsvvFDOPPNM/iYOEREREREREREREe22li1bJkcddVR6//uAAw6QX/3qV2ms0jXXXJO+ZLL9/XMiKqHMNBt6aKdj3N7atWvTB2TF9I1vfEPe9773pW+mHX300enUjbfeeuuW5WEYym9/+9v0v/Yh28c//nE5+eST5ZJLLinqdhARERERERERERERFZOdoc3e93722WfTl0XsCyy33367/Ou//qt8/vOf39WbVzrsK6D8U9w/VPibafZtsKuvvlq++93vpn83xsjAwIBcfPHF8t73vlcK8Yc//GFCGKN9xdX+cZk/f77cdtttBX0uEREREREREREREdFr6b777pM777xTgiCQJPnbEwz7woi9B09EJfww7aqrrpLjjjsunV5xZGREPvrRj8rLL78s06ZNk//93/+VUpaMjUti8pzL1z5QBBkd2tzaaM7vZKOSmwXmdLe5Ub5ZKN5zriu5IVr2XPSmA5zLylbgeY8TJVcEgbloIZ6rOQH5cup87ltlDk5YrzZHdD+YI/qV5bBsAPKQUF5Q+rlgvm20LOVYt8lV6Qpg5/VOHPNzh1Pdc03HKINQmT871vZbJu+XgP8GzLsuoyCnB5WzKkCuFMp4S+eo7/XPbZDQez532apTub3MbJwVGINch6DOPW+6Rttm1CYaJb8rBO0tanu0z9Xm+hewXVt37CcuK3Kuw9CwSBDllX9nBQvcmQJGyanLrm91L1Q+NwH5hsZ+F98MMZBhqGXKmA4lFw0IQBuS3XsOLJtZ4c4fy7bifE20P7QMhADtj37cxqM6pZ5zKKcPtNNp2enTwDbha0syArZZ6YM490eRsw+JaHKI+/olNmV5ZWptKpj4jUeVsR3KvEH9mBQYZ2lRzmENyFAOAu/8p4yW4QTuC2h5sKjflyj3BFBZrf8M+6pKrh26dmamu8fQm/5B6J2TjATTmrz7kJnaGq8M1MBek5XI3nzYTED7y/A5l8HsK+NdV9G9lkTJlTVgvKplaqG8W+3+Hlyv0q9L9nL3kZMnX8BlUVYgGqMo9zmSwWHvz9Xu/8H+ZgFjQ/Xa4nt/z7an4F5HoLWnoM+PtjlIAhF86sjo6Gg6xeP2hoaG0kgkIirhh2lz5syRp556Sm6++WZ5+umn07fSbLbZxz72MalSwkeJiIiIiIiIiIiIiGjTrGv2RZVFixZtE6dkp3+0M8QRUQk/TEsLZTJpPhkREREREREREREREeXv3e9+t/zkJz9JZ4Lb/EbavHnz5O1vfzuneSQq9YdpP/rRj+ByO58rERERERERERERERHhSKXNkQozZ86U2267Tfbaay9ZvHjxrt40Iir0YdpnPvOZbf4+Pj6ePjEvLy+X6urqkn6YFtTUSBCU551rA+cDV+brDRzZTillfmI0z3zU3QOLhihTZuUad0ElNwTNTxw0uOdxtoYb3FlLZYnyuTOancuiV1bgsuD4atlCydCQ93zuMchvQblmadnVa73niEbLI/B9UhvBeXUAvsibVbnn+TZ2LvgiRrTEo6MSm9xzqJvhjPd84MYxl70VaPlVw/55STIw6F4vqOdBg5KZBr5v1IdzpRDt/IPz25uM/37UMuJQO65kC8UoS0nJXgjA9MdoLv9Nhd3Xh2gA5z9ByjUNfd8QtGsmDkWUqM98RN0bxeTIZ9GONcpFQxlTauaWwqA8OVBXbV4rXC/IQNVyG+Je97HOgOumlQVZbUFvH/7cTMarTmi0TEaYNaFkpsHMDyWXA2VvBCBvU81F03LP4Ipjr32VxEpgEBHtkWx2kTETr5GxNnYYdV93M83TvbO2XRlTVrShC5aFn6tkq8b7LXQuM0r+U9Tj7gtkQH6m1r9GfTPteq7JTJuY37NZrPQF0DFKQJasFc6c4V6o5BVHjSAjbtUa/2zxqe5s3BTKtBpXsqOyjmtvka/JNgM2MUne+WWovxnOd99XSoF8Kq3OoLGQNuZEfbOwFh/LCIy/tYw4eWG5f7Y4yuNqctdFK+4COcmhkuco/sIWd3satbV7r9doWeqg/6ydG0mc9b7/l53r/r4hOG9MYtTMtPTfvXp+2QilzW+o9fX1pffhb7jhBn0FRLR7PkzbuHHjhJ/ZeV3POOMMOe+884q1XUREREREREREREREk5a9r/5f//VfsnLlShnb6mGw/f+HHnoo/bl133337cKt3P3Z3xdw/M4AeeC+LGJm2vb23ntvufLKK9MctRdffLEYqyQiIiIiIiIiIiIimrQ+8YlPSBRF8qY3vUnCrd6uszPBPfzww3LooYfu0u0joiI/TEtXlMnI+vXri7U6IiIiIiIiIiIiIqJJ68knn5Tnn39e5s+fv83POzs75bvf/a58/etf32XbRkQFPkz79a9/vc3fbUBia2urXHvttXLUUUfluzoiIiIiIiIiIiIioj3OyMiI1NTUTPi5vee+OUuNiEr0Ydr73//+bf5uK/X06dPlmGOOkauuukpKWdTbK8ZMDAUNp+FQXxTIqkmy7jDawExRA2TzDZbfsrzTHcwcTq13lxt2h0hrQa/ZxbNh2SnPd3qHl4azZ3oFJ6fr3ggCrgPj/X2H3+gOqLamLO3y/lwUuIqCky3T4D6+gXLeoJDx8WZ8vlaucJyvSZEn4TXBpj85RCAAOdOMg7+zy1YUtk2uRVPw8UpAkC1qP0QL3u0fEF8o1Fdre0x5mXdbis7tuHtinuc2wDab+jpY1GTdIcVGayNGRr3LonB2NVgZHYcyfOk3Y3jdrxV7rhhTnv81F+3XKPa+rqL2L/3Y/gqvskGOQdM2wLGMwfZqk5xrbQA6P7V6jrZZK5uZNcO5LATthxX39nvVRU1munJ96Nzgfc4ZcH2Ix8a9+yBq29SX+/jHCf5MItozJfsvlCRTOeHn5rHnYbmgqsq5LAvGo1obll3oHvsFPX2wbALaVlM18Ttus+5ucJ1Z1wbLwr5bLe4LJGi8qtxkDUC/D11H1HGyIgHjLq3vLePgWqSMHc1T7tmSgoYG/LngvDNtYOxu+yj16B6Ku0+P+gpJ4h6D+Agb6iQMJvatU6BPCcd+1e7+b6oHnEPj+PslYwPe9zwSMH7TxhKZvRa4y7Z1wLKxdqwR1CdUxrqmvNy9zUofGLUDoVJX0X06NK5K143ug2j3M6e563KgtBFJd493m2fimV77OUlwW2utWLFCGhsn3ru099vtMiIq4YdpcYxvChARERERERERERERETZv3rycP7cvsLiWEVGJZ6YRERERERERERERERG9puyLiUWe/GqPxn1ZnIdp55xzzg7/WwYkEhERERERERERERER0R71MO2JJ55I/4yPj8u+++6b/uyll16SMAzlsMMO2/LvSjEg0c7pm+TIF4nmtsBy4Qr/bJAEzE8c9fTgsmAOYjQ3ugbNE6zNX59pnOpeuALPIx+D+bS1+Zal2j0ffwzm43915c5FJpPxnte6ar076yoF5upOavEc4AGYuzrqcGfPWSE4N1CuQQrMPV7Wj3NWEkdmUFLsfJb0eMb5z62ejbyPdQZk9llxV7d7YRnOAIr6+r3mr4+7lHnVC2gj0Jzsai7RaOy1j9N1o8xGUI+1cztqxW0TyrSKB3DuVFgzxSuzwzJ1te6FSn5lUOE+r0xFhX9OH5ifPolGRfCuzIvdP0mOS044052pZUUgyyCcha/nAei7oOt1uhxkJITN053LIuUaFYD8Fpg1oPRBtO8Dt0nLeUP7UcmeS6rc7YtJcDanAXUq0DIKwf6IQe5L+rmZMu88GhkO/PNTCxA4zp3AZjr4R+QQ0SQ11lAhcWZi/8HdYm+SoEwk1HfLkWO+teCpl/wyhdPM0HGvPm4KZO1ofVHYzwWZn1Y4o9m5LDsH53qiHr9Rrm8CIj5QJlVKyff1/dzsOncmmprvpYxXYc51AWOnAPXp7Xfqzt13jYo8TjaVlWIcmWnxxh6vft34dNwnDJ9d6lyWUfr0BvVjlfMPHS8tFysA4ywD7julUF62UifMFPe6jXbPAIz9tXuSQSXIfe7HbRMaVwZKexr19nltU7o8AjnXKKfPnpONDd5l5ZlX3NsE1hvEY0UdJxPRrpV3j+Dv//7vpba2Vm688UaZOnXTg5ONGzfKqaeeKm9961vl3HPP3RnbSURERERERERERERERPSaw68B5HDVVVfJFVdcseVBmmX//7LLLkuXERERERERERERERHRjtmwYYOcccYZE/6fiEr4YVpfX590dk6cRs7+rF95BZiIiIiIiIiIiIiIiLa95/7jH/94wv8TUQlP8/iBD3wgndLRvoX2xje+Mf3ZX/7yFznvvPPkhBNOkFJm5zA2ZuI8xmEPzr6CuSMBfl6JssC0OZWDKpCJU8D8xCGY0zvqVeYQBlk7QR2eTzuA2UJK5kjfgHeGE8o0ipX561GWjXl5NSwbg7mrg8FhXHYeyP3RMuKa3Ll28aq1sCiabzuzTvnchnr3/NE45q1ozMI5zmXJug5cFtRHlNGkndsyiNuXzPQm9+eC3AYtpyczw53hFGjZUCD/QstrRNsVgKykFDj/THmV93zuBuV5KO2PNgd9DPKh1PnrE5CLqWVlgfwuNaMLzFFvBkGGQKzk5XnkSwSOXAfElJd5Z80lBRwveM0GGRzqekFGJqoTKZR/p2W6opwKLRsxDLzbpmD5Gucy47iO7EjfJjML53KgDBYtuQxlL0QoMzP9YND+KLmtqA8iEc7ucR3DxGamERFtp2LDsGTCie1KrORaG3A9CEH+ZqRk0mo53khQ6x7rxuC6qfYJ1X0Bsry06znon5hHn4VFY9Q/OWAxLGtecV+TNWhfmQqQs25l3NucmTMbFkVZyOp+NkpOu+c5mYzia2voyJ1P7DgZx2Dnx/Y5HPen0P2jaP8FzmUVT6/EH4myArXjMdXd7zM9ffhzOzZ43f+x4g3d/jndYBwFMyQtkP2b1XLewBjclFfisuB+Q3b1Olg2rAXZ4v0D3vc5tLJJa4f3WMOA+qiOUyrAvkTj86iADEkiKv2Had/+9rflc5/7nHz0ox+V8fFNjX0mk5HTTjtN/vM//3NnbCMREREREREREREREdFE9nci/H8vgrbHfVmch2nV1dXyrW99K31wtmzZsvRne+21l0yZgn+7g4iIiIiIiIiIiIiIiGjSZ6Zt1tramv7Ze++90wdpCZiOioiIiIiIiIiIiIiIiGiPeJjW1dUl73jHO2SfffaR9773vekDNctO83juuefujG0kIiIiIiIiIiIiIiIiKo1pHs8++2wpKyuT1atXy/7777/l5x/60IfknHPOkauuukpKVZIdlyRHbmxcV4XLrRxxLgublHDdvn7nIlNeBosGKDhVCZ4PQMCsqXAv06BtjpTQ1LC+zjvQObugxb2wtR2WTUDQa9BQh8uC8FIUMm1F3e404aAKn3PBRhCO3TwNlk3WbnoAXvTA7s4uXNjx9mqc4JDXfIUN9RIaxzkMjokBob1qaHjWfQ5pYeYopDj93Gp8Lvief1LlDs811SA8125zvfs8yK5a471dQZ17vVaMgqYz+PjF/e62Fp0XKWO897OpAMd3dBR/bh0IdG53hy7vUMA6KjsGAtTXrndvU4LrQf4bktiV5r3fErA8Au39psKx93UosaHuDgZcr7U2IO5yh6Ab7bwfdvdPTOA+zpvW7b6eG9B+7Eh76ntN1qDvFM12h5xbAQibN6DPlGpscJftwX0fMe7fawtQkLndV+D4RmCZFTrOSWPrndI0EdGeJ3lumSRm4nUhKCvgOoT6UKBtVPs5Slm84ninlU3AJke9oI9ru7mNU737fLDv3T/iPV5IlOsbGk8kHRtg2WSf+e5lT7/k3X/R+nIB+L4BOAapGvf3jVethUWT8exr17d2jMmTEffF3/z1eeeySDnvUd8s1vpI/QPexyOcWu9eOHM6LJssXeFeL+jzad8pmNmCPxd933HcFzVT3PcMEnAvYkfG7xC4b6WNV03g31bDMZByDTDgXoZyV0DigQGv81Xi4t7zIqJdK++7HXfddZfceeedMmfOnG1+bqd7XLVqVTG3jYiIiIiIiIiIiIho0jNb/TLv1v9PRLuHvH8VYHBwUKpz/JZRd3e3VKDfwM/h+uuvl4MPPljq6urSP29+85vl9ttv37J8ZGREzjzzTGlqapKamho58cQTpb1927eM7Btyxx9/fLpNzc3Nct5550kW/HY4EREREREREREREdHuYtGiRdLX1zfh/4mohB+mvfWtb5Uf/ehH2zwlj+NYvva1r8nb3/72vNZl32678sor5bHHHpO//vWvcswxx8g//uM/ynPPPbdlSsnf/OY3csstt8j9998v69evlxNOOGFL+SiK0gdpY2Nj8uCDD8qNN94oP/zhD+Wiiy7K92sREREREREREREREVGJMQn/FPsPFWGaR/vQ7B3veEf68Ms+xPr85z+fPvyyb6Y98MADea3r7//+77f5++WXX56+rfbwww+nD9q+//3vy0033ZQ+ZLNuuOGGNKfNLj/iiCPSKSeff/55+f3vfy8tLS1yyCGHyKWXXirnn3++fOlLX5JyLeNiO0FFhQQ5spbM8nWwXAzyksb223Y6zO2VgcwtUeY/j3vdGUDJIfvAsvLYC+JDywdCmTFarpSAeZ4DZZ5nM+Ce4ztWcmFQ9ly0AeeABWAu+EjZZldeyQ7NfR+7l0fKHPQwy0aZRx7N569lJrjy1oI4IzIsRZOMjeXMPrRGZ7ozqCpeXOafFzc87J8BpNSpbEenu2iN+/uoQK6i3YdQlzvvLwT7Sa0XKAdSmYdca5tiUKfCqXju+wh8XzXTA+R3wTw1y5GfoJ2PVtTT4y6rZOKhfCiU/5c4Mhh82TyoxEw8T5MxZZ+jdkzJnkB5okmE6wVqB9A+NQvmwvVGL77iLhuMee8LlN1iZVD+ZozzMbIgfyxUcsACkHERo7qoXDszHfi3OrOjIP9WybAV0MZrGZSwTimZHqbTvT+Mcl2Kh4Zem3wWIpoUXNniidIPQm0+um6i67E2nokGc7dvmyWLZrvX+8Jy/LmgvxmhLJ1C89iAzBz390mB3LoEXK+t8YMXOpcFf1LGyeBzg9kzYFnT5b5mx2pO37BXnloKzXCk9QVAv10bK2am5+5zJTZnCQ/t8xJt7BGTI/swBeoyyj0LZsyEn5ls7PUaJ6VAv07LATMz3H2o+OWV3tl5WSUnPgQZ4LFynwbldMfK+NyAfaXlJKN7Cq48vy3Lwf2yzOxZsGzU3uk9todjXS2PGhxDbXwe7LOXVzZinDAzjWiPfjPtwAMPlJdeekne8pa3pG+R2Wkf7dtiTzzxhOy1l7th0di3zG6++eZ0fXa6R/u22vj4uBx77LFb/s1+++0n8+bNk4ceeij9u/3vQQcdlD5I2+y4445LX4Pd/HZbLqOjo+m/2foPEZUW1mOiyYF1maj0sR4TTQ6sy0Slj/WYiIhoN3mYZh9u2bfSOjo65P/7//4/+elPfyq33XabXHbZZTJzJv6NFJdnnnkmzUOzeWv//u//Lr/4xS9kyZIl0tbWlr5Z1tCw7RsD9sGZXWbZ/279IG3z8s3LXK644gqpr6/f8mfuXPxb4US0+2E9JpocWJeJSh/rMdHkwLpMVPpYj4mIiHaTh2llZWXy9NNPF3UD9t13X3nyySflL3/5i5xxxhlyyimnpFM37kwXXHCB9Pb2bvmzZs2anfp5RFR8rMdEkwPrMlHpYz0mmhxYl4lKH+sxERHRbpSZ9vGPfzzNMrvyyiuLsgH27bPFixen/3/44YfLo48+Kt/85jflQx/6UJrJ1tPTs83bae3t7TJjxqY5tu1/H3nkkW3WZ5dvXuZi34Kzf4iodLEeE00OrMtEpY/1mGhyYF0mKn2sx0SlOT2rjT+qVvKWiagEH6Zls1n5wQ9+IL///e/Th19TpkzZZvnXv/71gjYojuO0EbHrtm/C3XPPPXLiiSemy5YuXSqrV69OM9Us+9/LL788nXayubk5/dndd98tdXV16VSR+bJBxsZk8gq31MIxy9fhsgkIAzXllbgsCmxNElg2bM4dcmtl17e6Cyoh0wkK11XKZtes9w4RlXF34Go4EwccZ9eu8/++IKTYKCHF6PjFStBrBoR5o0Du9HNReK3yfTMzt51WdWtxjztcOF0+NPSahLEmY1lJHOG9lev73eWU7x6jkGMlUBwdE1hnFDC4XemEZV9Z4VyWmd6EPxcc62AODhoOxsadyxIllNksnONcln3+FfGVjODwa9T+aIHiQX2dc5kpU9qIro3ebTy6LmmBzvB8zYLjl7iX+TDVVWKC8gk/j7o3+q9T++7oxoMS/B1UVHpdD7INVXC9qH1J3Je+Vz8472jcv6mZ4v7cDd3e+1kLMhcZUTfN+bkZ935ONvb4l0X9LVt2eMS/roJzIy7H1/MwjnfCsS/gnCGiScu268ZMbNuTKPK+rgaO/vqOtLsCyoZgnJQW7XP33bJKnzCsq3Uvq68vqL+JZEHfJzN7ptcYbEf6sZkB0PepUu5VoD5/N74mI0HjVLjc9IFrpzZORscIjPvTsn0D3ueGa5xZ7HGy3Y4wR98abYPaF61z9xctMzq2U45H1IvvPYShuz+TxLhvFoA+cKYa99vjHnc+nVHuaZmZze5tQuNCZV+huph+boP7/Ew6u8SbMnZC48pAacdlGJyTyueG20UJbSODx4qC2q7Afc6ZRO9ff/SjH5X99tsvvcedy80335zeE7/44ovVde3RbPXGVZzywX3p/zDNTu144IEHShAE8uyzz8phhx2W/vyll17a5t8Z0Kl1vX7+nve8R+bNmyf9/f1y0003yR/+8Ae5884707mdTzvtNDnnnHOksbExfUD2qU99Kn2AdsQRR6Tl3/Wud6UPzU466ST52te+luakXXjhhXLmmWfyN3GIiIiIiIiIiIiIaLdlZ137/Oc/v+Xvw8PDcu+998rxxx+f/t2+QPLlL3+ZD9OISuVh2qGHHiqtra1p5V21alU6FWNTE35zYUfYN8pOPvnkdN324dnBBx+cPkh75zvfmS7/xje+kT7As2+m2bfVjjvuOPnWt761pXwYhvLb3/42zVqzD9nsW3I2c+2SSy4peNuIiIiIiIiIiIiIiHaWDRs2yMyZf3vT2N4n//CHP5y+eGItWrSI+YdEpfQwzWaWrVixIn2YtnLlynQqxmKw2WtIZWWlXHfddekfl/nz58ttt91WlO0hIiIiIiIiIiIiInot2BdW7AM1O3ObZf9/aGhIxsfH0wgk+6ZaeXnuaVqJaDd8mGbfDHvb296WPiW3Uzm+/vWvT98Ky2X58uVSqkxV7nyWQJlzF80Fn1Tj6SajZe65ng3IU9MyScI1nbBsAubERrkhmrBpmtccwlbU4d7mAMxPb8XLV3vl0mnCqcr85r3uObHDvRfBstmly7wzuLLr28QbWHdmzgzvea/RfPzpuhctyPnzIB4Vccd3FZUZdOfaJGBedSsGmTgZZe5+lLuo1Tc0p3cC9rlROlphDVhYixaKxKCuJqvwb0sFte66nKDcIfudVrd61xm4XmX++mRwyDuDKxkEWRRVeAJqlF0QKDkVcJu0/CeQBYCy+AKb64CbgaIIlfqG9nk8quRxoaw57dqI2hAwDXZmPc4fQwkdWgaHgCybWMluyS5f5f5ckCWh5RxoOZEwt27BbFhWloG+wLiSFwH6ClqOqQF1NUIZJMrnBqN4m7MgZ1Jrm4iI8mGz0XLlC2sZvbDPgdqpA/fGG/SS+xolSm51vHqt+ELXMKNcG2E+EMjYTaH+i5Jbh5Zn5s/FZdtBThPIWbKyre3OZaYCj1OiDSCnaTHe5qCv3z+3Loq9MtEsA/rmST8u68p4KnYecdTXL8bkrh9hy3Rnuew6d7Z9ZljJxQKZadqYJADnmFHuLcUww67O+x5PMK0RlkVjUi3nLYPGpErWdlxAprSWbYYYdJ9OiQGCedNKZlo8MOA/VgTH0GjZzmBfoTx0Y+954WZA3vCGN8i1114rP/jBD9K/f+9735NZs2bJN7/5Tfm3f/s3+frXvy6HH344XgkR7T4P07773e/KCSecIK+88op8+tOfltNPP11qwQ1RIiIiIiIiIiIiIiJy++IXvyhvectb5I9//GMad5TNZuWXv/xlGoNks9Tq6urkrrvu2tWbSUQ7+jDNeve7353+97HHHpPPfOYzfJhGREREREREREREROTpsMMOS++333LLLVJRUSGnnXaaTJs2LX2p5amnnpKDDz44nQqSiEroYdpmN9xww87ZEiIiIiIiIiIiIiKiPcj+++8vF1100TY/a2xslLe//e27bJtKjk3SwGkalA/uy+I8TJvMou6NOeeQ1rKHUJZSOICzQZAkxmdtEoG5jXvwfMxaVopvBkcM5igPWprVufh95tpOP7eAeZ5R5gyaa1vb5r4D8G+NTHllpXNZsO9iWDZ+cZnXNqXrRuezkjGA5nsPtbdVXedc7H/scm7HtEYJc2QfWgmqF1llfmxAm+8dzdut5oSBOb2jV9xZbAmY6z3dpjmznMvitSCbLM1LcmeqxUoeEsoBC2fgNiLu7PLOjkIZCSgTTftOan2rqvLOi0hA1l48FBdw/cDbHHVt9Mr7iIuc6xD3D0psxvLOsjR14PzsVDLTksT7WIc17nxDSMnsQ21rQfljCpjbCvbTjmyXb3s6MgtfZypeirz7CaidDpQ+E8oMDZTjK6CuJiADbtM/cLcDJiz3yopMsw9xF5KI9kB2DGhMmHfurB1f+wiXK9nhoM+YfWW5dz82o2WXKTlNCOpHaGPOzKyZzmVRe4f35wZKPlB2vXtMkFHekEDXv2Ro2PueQ7AKj1NgD0Xpv6D827jffZ8jXTXK2SrLeH1fY6/zSiRePsKGOuc4Oe7c4DXOilau9h6TwPsS9vxr6/Aui857lGeuZZajXD0tOzEYVNqPOPavM2B/JEo9R/cjgpktsGwM2h+UI6iNK5MRZcyG1tuMc+3Mhh6vY5CuG4wJxg9138PLZkdE1sFVE1EJ8e8NEhEREREREREREREREU1yfJhGRERERERERERERERE5MCHaUREREREREREREREREQOfJhGRERERERERERERERE5ICTUPcwNhw1MTkCUpXQehSQK7393uHxQXW19+dGSkAuDGzNgNMii8NL42F3MGpQUSa+1JBYECSNtildd1//Tgm2jbXaBY59PAWHeSNBBQ56jdH5DEJ+1ZBxENicfu6Grtw/T9zBs14C4wwHN1MbvAPSUX1MtDYChO+a6ipYVg3KdgibpnqHBaMwYCuY5g71TQZwgHqO7Pq/AfUpLTtF2VcA/E72nEFlle1CDGhPk1HlvMmU+R8j0A7Eo0qgc67r4A60tUkyJoIPf15MWSjGZPIKyU7LVYB2yijt1OCQeAN1FV4rlq2Cqw2mVHuFnKfr7u3z3hdBba1zWTI6ij8XtIkoxF6rM+U9+HPRd4J9NfudBoe9rtc7kykr867npizjda4X/ZpMRJMabDu1Nh+MHYxyjYKUsqNv3s+5rPz+p2HZoMndB3aNPzbLNDXJa93HUMeGyjajfZntyj222xGoj6v1fbQxm72n45IBYxgrHhiUnQGOv1G5Il+Tk2xWEscxDaaB8xOMWQo5/7S+imhjFsCA8R06R7R+Lrwfko773ePVRDu/QH0spO+t3VdMxsB55riHs0P3/2BJpd+u9IHRMUxWrIVl44MWO5cFS1fjsmAcGvzxCfcy9q+JJhU+TCMiIiIiIiIiIiIiopJkfy8Y/G4w5Yn7MjdO80hERERERERERERERETkwIdpRERERERERERERERERA6c5nG7PA2TI9AHzbeszU8cK3N6o3mC0Xy8VoBymLRsEDS3dQH5QJl5c9wLR8e990WmEec/wTn3le+TgHme1Xm8wbFveHID/tz6OucyLZ0lBPP1x0pOH8qBM4vnw7KmDXynCG915NhXr2k+izHe+Xjx0JB3NoMZz3rPfx6A/Zppnu5cFm/s8W63MvPnwrIC2hdtP6KMp6QfB25FIM8qUOoqbPPA8VGzJpSswEKyINF5FYI8q3TdBWQ+oGueAXkKJh4tamZaWl9z1FktZzDq6vbOvkqy/tlYKMMjnNHiXGaUvJkY5BCaAnI9tTkbzHT3sY5eWeGf2afkKsqhS9zb9OwyWBRlCWqZHmi51qfCfblh/9yYkVHvPE4tb9O1rxJmOhBRDqaiXIwpz7t9RFmkwb4LncuS1k68QVX4+ge3KXT3c2KlTyggi1Qbu6N9pY45+/3H5zAbWBmHFKKg/F5EG3cF7r5c0qLk1oH+cyHZYFrWsasvECSBSDEPke1Xu84HlIuGMsS0/LuF7nFl9MpKWDYzfZpzWXYD6O8rtHGjLHJvc/aZpbAoyuVT+6KgvdRy92BbrPQJA9Dnl3J8fI3SV/XutyvZ4mhMZ5QsSPOiO686e/AiWLZsqTuPLduhXLeIaNLgm2lEREREREREREREREREDnyYRkREREREREREREREROTAaR6JiIiIiIiIiIiIiKg02VlN8cymlA/uy5z4MG0rwZQqCXLMBY9yllJg/mJtHnm0XJtbG819rM3HrM1t7RLU1cDlcWeXe5kyn3Jm1gywYiXHpoAMuLChwXt+aSResRovB3Pyh88rx37OTOciM6Tk74DjEHT34bJz3bk/QY+S0dTlPjdeMxt7nYuS2P9Yq3ldIG9Ny2YwFRXuZQ3u3L2kW8njAhIlk8qg+qjlGIDlkZIthPLYtDavkHYtAZlWuyzbUru2oHwMo2QbgFw7qSjzzk3MVzCjWYIgx/mfzXpf38LF7nwWLQssVLIE49Z257LsuvUFZH8Yr/YhXQ7aFzUHDORjhFOq8ec2T/M+d6UDZM1W4bYJnYFKTw7mKyRKO63219DngiwKmGFhge3Krm/Fn+s4DsZmUBQQzUNEk1Q6Jkryy25MM5/AeLXc3X82Sp8CllXyzsvvfEx8wX5fAbmsamaa0leAn4uylmrdY7sUyKUKQMapFT/5onNZuP8+sKzJghzTda3exyhZvgaWDVAuufK5qN8egpxr1LcN4rHiZqbZz3GdSy3ubUxWu3OigkrcF80uXeZdFlLqGxKA7Pp01eORVyaaFfe5s4FDkD2t5YQF1dXe/dhIyysG9/CCpqn4c1+3r3NZ/Niz3u2aNk6BOe0Z3J7GIBsx7FMqHLg3jHITi55/SES7FKd5JCIiIiIiIiIiIiIiInLgwzQiIiIiIiIiIiIiIiIiBz5MIyIiIiIiIiIiIiIiInLgwzQiIiIiIiIiIiIiIiIiByXpds9iysvFBBODLJOxcf/wSyU4U2J3KHPY0ozLoqDi1nb8sSiIGJXr7YPLw4YG5zItoDqpq3EvXIsDf9F+RmHAWqjq0D7TYNmevcqcy3qX4M+dc5d7WVyGg7Ozle7lQ+/DAceZIbBenGsrdavcQb+dh+Ig3/qXZ+T8eTQ2IvLjX0mxZNe32RTvnMsyixa4C/b0+H+oFnI75N7pJuM+h6wEBZ23d7rLZXG7hZjx3CHYW9Zd5W7zjBIkjQJ/NajdyszA7WUyNOxcNnTk3vhzQX0cmo7b+GmP97u3KYN/nyWzfL1z2dj+c8XXurfhtrh+mfu6NFbn3hdpXX5ZiqenXySYmNScOELad+Tcj1eshmVNBTh/QSi4Fcya4d6mlau9Q9DRdTfud59fWrC3Junt976umnJ3uxa9shJ/Llh3qOyroGaKe73KeYMC49V+BGj3kuFhXBYE2Sf9A97brAlqcve5gmRMpNd7tUQ0WUWxiIly/xxIYvfybK277SzT2t0Bd/84VsbfQbX7c6MC+qmFXHPR9UuTbFSuyWB/DO2Lx40Vq9e5F+JDLx1nHeFcduBHn4dlX7hhiXNZ3Sr3dTPdrHLQVy3Hx2jdMe4+8IJfzYRlOw5zj49mPgTGc+mYIPc2Z7MjIn+QojENdWKC3Od/sqHbWS6Y1uRcFnVs8N6eYGYLXJ50dsnOEM9z99mtYD34TkHgPV4NlLKorkbonoBdN7g3CO9XKmOntf+8EJZ96vPXO5cddfa/wbLlve62awTUY6t/rvv7TmnFbeJwk3s/9+0Fi8pet7iP4Ya/X4zHyTf+FK+ciEoGH6YREREREREREREREVFJMsmmP1Qc3Je74TSPV1xxhbzhDW+Q2tpaaW5ulve///2ydOnSbf7NyMiInHnmmdLU1CQ1NTVy4oknSnv7tm9drV69Wo4//niprq5O13PeeedJVvkNZCIiIiIiIiIiIiIiIqLd+mHa/fffnz4oe/jhh+Xuu++W8fFxede73iWDg3+bXuHss8+W3/zmN3LLLbek/379+vVywgknbFkeRVH6IG1sbEwefPBBufHGG+WHP/yhXHTRRbvoWxEREREREREREREREdFksUunebzjjju2+bt9CGbfLHvsscfk6KOPlt7eXvn+978vN910kxxzzDHpv7nhhhtk//33Tx/AHXHEEXLXXXfJ888/L7///e+lpaVFDjnkELn00kvl/PPPly996UtSrswPvCNMdRVcjjJLEiWbLKgA2TVaxhiYnzpWMo/Q56KsE5T9lJrunsPcDOCyyZr1XvPtp+tGc0QrGSvjM+udy6qfw1ltQy3u3KKgHh/7nr3c55VR5qBvedS9L0cacfDZmDvWTsoLyEmJqvFGbzgs98/j4UTkx1I0mVkzJOOYCz4C8/4H1Xi/wQwF7U1YkKGgZiSAdaMcwozSfkTdG90LRybmVG3zuYPu8y8xeH5zCdzLwyacgRB1uefyl/pa/LkgM628F+fL9e7l3pfVnXhO9qQc5HYkyjvz4Nzo2Rsf34oed32seH033s9r3DmSY+9yNxLR0KjI/5WiSaKsJHGOujN/Fi74/Cs7Jc8k7tzgnfsQVLnb+2QQZ2olKFt1Cm63YpTXFeAuYNTb691eZpcucy7LgIwwLSMOZkgq/TEtn1KS2CuHIl3e7M5XjVetwZ8Ljn+itMUo4wLlbqTbNZA7by1O/PM2iWgSs/27XNfQqe5xlBWAfl/ZE+B6vXAO3h7b53AwyjXKoL63lkUKZGbiHKYY9WOV/jPKHEZjdyuY7c76CseUMTa4lgT9eGw/9nfuPtcDj+8Ly85f7b4WVb2Ax+cj+7qPQ1m/co+k3t3nqlyPv290pDtXLNOH+y/9i3Pfr8iO43FG3kbGnL9OD/sNYMwSgvx5K+oCY06lr2Jqc+e7WsEY7q/Eo+59PtqEx1FVXe5cxdGF7j6fVbaxxyvDW+v3FZJ7FtQq42TQv47wrVA5ZdXRzmXZStyu1a50f9+hWfiDR8Fplxh8Xg3Mc5/PM/6Cx+ej09zbNaXd3b5klfuzRFRadqvMNPvwzGps3HSjxT5Us2+rHXvssVv+zX777Sfz5s2Thx56KH2YZv970EEHpQ/SNjvuuOPkjDPOkOeee04OPfTQCZ8zOjqa/tmsr89944aIdk+sx0STA+syUeljPSaaHFiXiUof6zEREdEkneZxa3Ecy2c/+1k56qij5MADD0x/1tbWlr5Z1tCw7as09sGZXbb532z9IG3z8s3LXFlt9fX1W/7Mnet+u4iIdk+sx0STA+syUeljPSaaHFiXiUof6zEREdEe8DDNZqc9++yzcvPNN+/0z7rgggvSt+A2/1mzRpmCh4h2O6zHRJMD6zJR6WM9JpocWJeJSh/rMRER0SSf5vGss86S3/72t/LHP/5R5sz52/zoM2bMkLGxMenp6dnm7bT29vZ02eZ/88gjj2yzPrt887JcKioq0j+58iNiM3EuYpPJeOeZaJkVErqfZ8atm76HczmY2ziz7174c3v7vfJKtMyRJOP+PkbJj0O5aOi7blr3uPc88plnV7q3Cczzb5X3gW0ewefNwEL3HOgzHsCfO9ronjM7g3eV1K12f26cUea1fsl9bvTsBcLYwHZFo37P9F31OOnrl8Tknn87qHTPfy4B3g6UmRPMaIZlpbPLuSjZagqOnKLIK5MxVuob/Mi2Du9sIa2NgNsFvmv6scpyxEx1n5/tb8BzsteuBvU8xHXGjIFtVk79aJp7fvuGl3FFDwfdbeLUOhyOmH3afa4vPdydXRAPZ4pal019rZhc+YddePsDkCNmKpQc1Qhdh3DOQdzW6f5c0H6gTIdNhQPvPFGUkaBmuoJsBqO0lyjLLdrY613PQyUDVcAhUvczoGXEjS5yXwMy63LPkrAj3zdong7LqnlsHt8pSMZE+otXj4motDjHyWPjEufq8kzB2UMByAIzIENGSZWVeH2b9/U601DvP3YH1+S4252VlC4H39coWUoosypRsngSMA4ZX4LznypAvly81p13bo2sdQRmi8iiX+O8q55F7utJZSvuC6C++VALvk7F/e5+VVKBtxlmniv9ptpluS+82UgZJxbzmozGydVgrIRyxZV+TrwO598Fs9z5d0k7Hq+ivGKjNDDRmrXOZeU1Si456F9npk/baXnFwRRQL5Q2AvWRy5UZQh+56wDnsinKsKvj9e5x5fTH8HlVNt/dNk1pw+Ojvn3cy0yET46xOvc1ons/dz2PRjMit8NVU7EkO9CJoB3Hfbn7vZmWJEn6IO0Xv/iF3HvvvbJw4cJtlh9++OFSVlYm99xzz5afLV26VFavXi1vfvOb07/b/z7zzDPS0fG3i+ndd98tdXV1smTJktfw2xAREREREREREREREdFkk9nVUzvedNNN8qtf/Upqa2u3ZJzZeZ2rqqrS/5522mlyzjnnSGNjY/qA7FOf+lT6AO2II45I/+273vWu9KHZSSedJF/72tfSdVx44YXpuvkbskRERERERERERERERFSyD9Ouv/769L9/93d/t83Pb7jhBvnEJz6R/v83vvENCYJATjzxRBkdHZXjjjtOvvWtb235t2EYplNEnnHGGelDtilTpsgpp5wil1xyyWv8bYiIiIiIiIiIiIiIiGiyyezqaR41lZWVct1116V/XObPny+33XZbkbeOiIiIiIiIiIiIiIiI9nS79GHa7iYZG5fEeAQRA2FDA1weg8DWJKuE3KLt6sXp8Un/gHu9ZWXOZfGou5wVDLjDS6Oubu9AZw3aV2EjPgZSV+tepoRBT/n1485l+/4Onzem3L2fo358/IIKd/DtFLDedN3gnAtQ8LAScD2/bSr+3K6NOX+eTcbleSmeeHhEYpM76DiocYfcJiAsOC071X0eJUrguIDw9WQUB0ub8nK/gHWlPgVlGa+g6HR57P5FiEA5/4LQvV1aW2vA52ptXtTR6Vw261ocfm1AgHU8OATLBii4XQnsRvUxrHWfy1YEwuazx+H9HI+698e+z7jPR1uX10jxxBu6JTbledWJTcvd52AyOuYd/B3W1irXIRDunXHXt8ysmXC92dZ2r+t1uk1D7vMzVto8kynzPu8z8+c6l4Uxbl8EHd+N7uNjJYk7cFzty4E2015XkEy/e1+G9SAQXmvH63DYfGbfvdzrXb4KlnW180miHB8i2iMFleUS5Lgmx1X4OmTWgD7WmHv8ltTPw+sFbTq6fqXAOLgQRhlHiXLdRdA4JQD9VK0v0L0vvjZOuXfMux+x3yUvO5dlu3OPCzdrute9zKCxu90f0/d2Lqv78UOwbON9s5zLsuvWw7JzH3Mvc/dOsDjB94Pyld3QbTuPOZeFB+7jtU4zHHqPZ4IpuJ+TtHW4l6FxoV33AndftHIFvi+VBWNhA+53afdpYuW8zyyY7144iMeNAiJutM9FbeaM/30Blo373O1pUOXeF6k57jFQsmwlLNoSLHEuC59+BZat+717XBYr9+HQfZIacF2y42S8VURUSvgwjYiIiIiIiIiIiIiISpN9zq5Pgkc7ivsyJ/9XgYiIiIiIiIiIiIiIiIgmOT5MIyIiIiIiIiIiIiIiInLgNI/bzembay540zwNF1yx2ns+8BDME61lpsFcIzU3C8xtDPJKtDno4/Wt3jlMIu7lYX29UjTyy7Gxy9e3ec9Bj/LYtIw4NM88mms7XT6t0bks0XKYwNzVMZhTXzs3EiVDR1xZNiDjxofJZMQ45oJHeQNGmdM77ulzLgsWzIFlo5eWe2WXpdsFspZQxo+2XpThFIA517VMP/UcKiC3DraJMT6PApB3FfUomXdgu8JGnBUoUezfJoJjFCvtC9xXSp1DOSSo3Sp2rkM8NCyxmdh+GyVnEGb6KfUcZRVEa9bCsvD6GLhzE+MNXd7HI0F5WzuQZ4Kg8xP1XdLPbQJ5Js8vg2WDlmbnsmwX3leQkiOZmdHkXqhlPvSA/FvlfEV5bMHSFbCsmTvL+/u6tispcj0moknCXlvNxOtrpqPXv41D2Vcr1+H1juC2Fapwj2cCLecS5AOh3FVtXGmacH8yWT3kvS/Q9XzGw7gfYUD2ryjZQih7SMvpRnmiifJ9K592Z4bGSu6uzev1zqNG42Tlvo6rDxkkgUgBp/qEzwmMGFeW9wrcz3WJlfFMQXUV5I5nZuPMYQHHMu51j+utsKHBP7sM5fdWgfpktwtkfKvAPSDtGMB7koO4jYDjWeV+RFTvbhPDajzWGG1017cKcK9Tu9emZnODZWg/JwnnyiOaTPhmGhEREREREREREREREZEDH6YREREREREREREREREROfBhGhEREREREREREREREZEDM9OIiIiIiIiIiIiIiKgkGSXbjvLDfZkbH6ZtH3CaK+R00B34q4WMhrUgWNkK3C8HmgoczBuU5Q6qteLWdvGFQjfNzBZYNl673ivoM103CCiN+nDAcQgCrBMQxqqqrcHL+wf8wliVEON41B3WbQVjY+6ySuBq2NQo3rJZ56Jk3L0M7Y8kUfZTnkx1lZgg9zmcgBB0DTyeA/5thMY0ugOQM+D8TIaUsGBwDsGwcbsc7EftvEefi8LGNdr3NTOancsyVbhtkth9/LLtHbBoAMKTtfB1VN+MEsocgPYlqMfXpRi0mQG4ZiXJmAhufvISVFVKYCbWZZPBXZcE7Tew/WnZnl7vtjMGZaONYL0H7A3Xa9aC67l2nQHtsg2hR1BdNlqdWbrSuShS6nmQCd2fG4a4bFWVd/h63N3jXu80fOyj9k7vNlE7DkhSXbFTrjtERNuLR0clNhPblSBOvPt9aBwc9bqvm1bYONX9mUp7j/qMcHvtJk+p9h6DoTG2KGOUAIyTY2UMFoDPzbzcCstKtfu6Gja4xyhW1OO+rmpMxn2fI2iog2WT8XF3We3eDFr3+jZcFvWbwPdJt8sx9griMhF8OufF9kkSxxghAve80Dmk9TdQWdf33pExSdzZBcsm2XGv9iNdd5+7LpsQb3MC2kQz5t4mK5g9071e5ftGvX1+x08Zg2v92LCmxrstzqxwtz9Zpf2o/vNLzmVm+jRYFm2XOsZBwLEP7KIi1mUi2rU4zSMRERERERERERERERGRAx+mERERERERERERERERETnwYRoRERERERERERERERGRAzPTtmJqanJmLUUdG2A5OOdyy3T8oa0dfvOqK9khsTJ/faapSbwo2R5mr3nubXpxOS4L8oPQPPEaNcMJ7KvBQ2fAstXrQFZWV5f38Uuysf88z8p5kzMXcPN6R0e996U2b77ryX2QBEWdP9qUlYkJyvKe/zyYgzNxku6N7mVKriKap1zLvhJwnkQgoxBl8m1a7D4Psq1t/nOjg3wxjZqHBPaVmlEI2nGjZSOCOqNlQcYgA0P7vih7IQBZeum6Z7ivPUmbO9/JioeGvDIf4gTnAOTL7rvYRPm3NbPd7XZ26TJYNrPQfQ2LVq2BZdG+yaB+Qkc3XC+6mkdKJig8xwrIuJB6Ja8EtLUqkGWjZY4IyNMzwZh3toYUkJ+g1nMgVrJ7THnG+3ON4xphkkSkuFGmRDQZ2DYjV7sB8qM1KKvStw3TslO1rLZAyVJKQB8JjSm1DPAMyPZNt6vZ3a+L17V6X0u0MXayodurf6zRji/q12s5TDHK/lKu58naVr9+gpbbquTFuvKuoiL3rTPTmiTjyBYXkEGfXb7Kuz8Jj3WZ0q9D6y33L4vOEW3dasY32h/KeZ99eZnXOFi936DVc5Qvp+QMovY2AOeUFYPrh9pGgPtWKGtPy75MmpWc5GeX+t3fS5TrEhGVFL6ZRkREREREREREREREROTAN9OIiIiIiIiIiIiIiKg02ZfE8YvilA/uy5z4ZhoRERERERERERERERGRA99M20oyMCCJKc8rW0ibtztA84wreTpaVkYh8yK75uW2wukgT60fzz+88e0LnMsae5Q59cfHvedGNyAnRcuOCqe685Kq2tzHJ/X4i85FmenTYNEEHPtoYNz7vAlntcCygjKclDwaOA80yBCwAsf+COJRERD9la9kfFwSR52FOYMof0zZN1GPO/NBzRhTcurMKG4HfNuAGNSpzIL5uGx7h1fOl5ptptRVlA8VTq3HnwvOezXvA2WmteB6LuAagOrxJuB8/f/ZuxMwy6ryXPzfWvvUPHZVV/U8MYOgIEYhakyUiGNUiNFoFLlEnz8Bo+IUvIgGNSTEOaJc71XUJATDvY4EUcQhiYADgwhI0/TcXV3zXF3T2Xv9n7Wbbrvps96va51quk/1+3ueeqB79Tpnn733GvbeddbbDY6B365F4VyxbGws+nxNQcaAc/MbtOTbnDFVc25vhfZF0bkODuW3lJFjKgVwLIfD47FnQf6dVfpdJJtRjhfKo1HOP5Q1kYB8VK/YtSs+twFl2Wi5inCj0uj+FvW12hxTm38mm8PjVqZk2bhi6bGFmQ5EVEphWacU7MH9twM5YNrYibKHCiAjTKXMJwXlIfUNxOeHa1mkKPtXy61GednavQo0/inXGU7Lh4q8dkKZRdr7piMj0duUKR/HgjlKNo3n7QblMCkZXaH7ETabEQnHds+dnxuE5gfo2hGc21qWl4BMLTelXAuBczct49wsLMEZhWl/uB+wylwUZU+Lki0O78VoWZAoN1jJLjPgvmN26lpc9zePw/sysC7IzNOuk21NuK26WbyvHLrPWlMVf32Esh7n+TqZiI4sfjONiIiIiIiIiIiIiIiIKIAP04iIiIiIiIiIiIiIiIgC+DCNiIiIiIiIiIiIiIiIKICZaUREREREREREREREVJGM2/ND84P7sjQ+TNuPWdopJjk4yNIMj8J62dh4uEwJm7XNpcNm8/dVQjfT8fHo4OVCR3uwzI1PRAeBNm5fGiybXYuDpAsPhMNLNcXBcDJvogQcy5LwdhW29cGqKEa02D8I6xaWhoNvrRKaahsbwoX1dbCuTExGBysnjeHz1SmBullff+m/dziYdq6ysQnJTOlQWYMCx5VzO2lpDheiYG8ljDYDgeKeDYVE+8+TJNHbhLhhHOxtW1ui+o/czGx0cLuprg0XKm0G7Webuejjp329Oz375GBZ8ovf4sqJjQu39tsFQqhhEL3SllHIvXEGd4pzZKoSMaYwt/7P7/Mt2+KCvX35ksXh131sE6ybgHDvYk9vXDvO+04Qgr5uNa67ZUewLGlbBOsacA4Ve/HYiOYghVXLcd3RsXCZK6Ot1tXF99Pg+B1KPx7LVFfD8nR4OFiWLAnPMbxsoPS8yfh9zIx0InoSt3tSnDm4c0jHQJ/t+96a2rj3my49lz+UOb3GoOvkKuX2yNoV4bKH1uP3rQLbnOI5MHxdZR5h0TWMjV+oyCnzZ6tdgwPZzEz0XC5pD89vir2lr0f3QeeVcn9F0LWwco0Tun5y83ydnA4OiTGlP2NSe/B9sEOhXUMjBTDX9Exn+D6N29UN6yatreiNo+eETrkGQ+eJm8bzRVcMH2+jzGPRtaFR2jlqy2ZamRSi60rl+jwF9w20e3hoDqxB15JmGz6v4BgBzivrZkSUU4eIKgeXeSQiIiIiIiIiIiIiIiI6Gh+m/ed//qe88pWvlOXLl4sxRr71rW8dUO6ck6uvvlqWLVsmdXV1ct5558mGDRsO+DeDg4Pyxje+UZqbm6W1tVUuueQSGUff2CIiIiIiIiIiIiIiIiKqhIdpExMT8oxnPEOuv/76kuXXXXedfPazn5UbbrhBfv7zn0tDQ4Ocf/75MjX1u6+S+wdpDz/8sNxxxx1y66235g/o3va2tz2Fn4KIiIiIiIiIiIiIiIgWqiOamfbSl740/ynFfyvt05/+tFx11VXyqle9Kv+7r33ta7JkyZL8G2yvf/3r5be//a3cfvvt8stf/lKe9axn5f/mn/7pn+RlL3uZfPzjH8+/8TYXrm9AnDk4n8Io+Sxonejk9JNg3fS3G4NlWi4MWi8c5drs+Qcmau1i7XULIyCXaDyc1ZW/7+RkdMaPrY9fk92AbDOnrPOM9kfSgfNKit3hDJbsD86Edau3hPNqss3bYV0D1kPXMmVQTl9By2cJ5eC4+Q1nsbXVYku0Yy3XRssbQGuca7k26LWNsna6oHK0dr/SVg1aG13JoXAgJ9LU1UZnTWSPHPjN44NeG6xDrq3Xb9ExAtlkefGKcBakU7IX7EwanVGIcka087W4syu6bvS4M89ZS9nUjGQlEm/tqcfBeu6+h4Nlth7nQbiunnBdJUclBVlfhRXh+Uim5Guivsf19EdnL2SDZbQZDcgGQRlwWl2YZeKBPj4DcwxtHuGKeC6QLArnSGYjOHfXNjVF50EU2tvjc3+IiObAZ4RnpbKWlBwpNC9MQJ/uZmej54RG6f8cyOPSxpm0uS76etSh/F7luh/uDy3LC+WxaVnbYMjWrhcMyC7T5s/wdcuYx6qv3d4WLlPGc5Q/B/O7wHg/39niyaJWSWwZ87uo9wRZ27vx3EzA9Z16HrSF97mrVc7d7p7orMByzk80r9PmhKj/0a7PUda22a3kvIH7R+i+057X3n1Y8oi1e1oZuN9pT14H67qhkahseOfwtQQRVZaj9kp78+bN0t3dnS/tuFdLS4s85znPkbvvvjt/mOb/65d23PsgzfP/3lqbf5PtNa95TcnXnp6ezn/2Gh1VJkZEdNRhOyZaGNiWiSof2zHRwsC2TFT52I6JiIgW6DKPiH+Q5vlvou3P/3lvmf9vZ+eB34YpFArS1ta279+Ucu211+YP5vb+rFq16rB8BiI6fNiOiRYGtmWiysd2TLQwsC0TVT62YyI6Zvkvj/Jnfn+och6mHU5XXnmljIyM7PvZvh0vi0dERx+2Y6KFgW2ZqPKxHRMtDGzLRJWP7ZiIiOgYXOZx6dI9GTU9PT2ybNmyfX/v/3zmmWfu+ze9vQfmThWLRRkcHNxXv5Sampr858nSkTExJdaCN2BNXW1d5Il1zbBu/UawXrPPn0HvCzKRMi3rayK8PnE5bO9gVE5bXozyWZTPY1vDa3EXd4XXvM6BfVHoXAyrOrDOc9obzjXLX3tpOGNsskZ5zg3WvbZgfXAvGwgfowxlCCiKytr3hY7Sa4DbbEZEWS59Lu3YtLWKsaXX53bbdsbl9CjZQ+pvJYBzH2VQeengULAsWRP+LcPi5m3wdROQzeCU/DHYlsGa6/lrP7YlOhsxCZxDXhEdW+W1tWyobEc4f8yCbAUvGQjny2VKtobt7AiWuSG8bj7KgdOObwb6taSxMVhmfBuanr+2nDTUSVIq/3ATPtaItnY/am+F5b+bi5TUHw4WyZaGz5OsK/xNei9pDmdqmRolr3FSyRhDUH6C0lYRLQMB9YnZaLg9af20mimDtknJmnATk9HZGShTRrR8FgTkNnh2den8SptOi4TjfOfcjomosgTn14VC6etkJaMXXSuh67dUy9cEtBxdOOdXxopkDGQ4NeB5XYqydpRxJgPzE+0aJgFzH20OgubPMHsuH0/S6OsFNHZq1wsZmCNr+bfZ1u3R54bPFQxWrcLzMXv26aX/Pp0Suf/bMm9jcl2ND2UuWScDee7lHA8DrjnVHF3w2kaZczjweSb+6FRYt/ah8H24pCF+rqPmgKEcSW3ujXLWW/A9SQP6YpRb52Xj4fM+Udp5siR8P6zYtUtioUxNLUfZdMePPeg6xM1z/iERHVlH7TfT1q1blz8Qu/POOw9Y69lnoZ177rn5n/1/h4eH5d577933b370ox9JlmV5thoRERERERERERERERFRxX4zbXx8XB5//PF9f968ebM88MADeebZ6tWr5Z3vfKd89KMflRNPPDF/uPbBD35Qli9fLq9+9avzf3/qqafKS17yEnnrW98qN9xwg8zOzsrll18ur3/96/N/R0RERERERERERERERFSxD9N+9atfyR/90R/t+/MVV1yR//eiiy6Sr3zlK/K+971PJiYm5G1ve1v+DbTnPe95cvvtt0tt7e+WQfjXf/3X/AHai170IrHWyoUXXiif/exnj8jnISIiIiIiIiIiIiIiooXliD5M+8M//ENxIBfMGCPXXHNN/hPiv8V20003HaYtJCIiIiIiIiIiIiIiomPZEX2YdrRJGuokMdUH/X0KQjW1QNbpFhw8X5+CwGCrhIwCySIQIuoDMCcm4163swOWZwOD4bLZIn7t5qaokNBcc2P4dSfCwddeOjomsVzmosry8vGJYFlNP/682WYQjqwEgWcgLBqdy/lLNzVFv28aODfS+Q5jHZ8Mtp1C5+JgtXRg6LAFcKNzQQvCNgUQWI1CjJUwcgPCyMXiOE3X1hounMHHM9uFg86RYhmh4Gh/oDah1TWgHavB2soxkkISFfbs2dNODJaZbbsOT2C89nnmKJuakcwc3HZMNX6fpKUlKgQ9Lx8F+7W+DtdFr71+S7AoUbYpA2OYUcZGNO5q/b2AX3aySpB5OjQS3+dVHzwPO3Q10f10tnt3dMg9Gv/cLJ4LzKxaFCwrdCn9JejHs6FhWDV4HDIwrhARPYltC/dhudnwvNDtDo9hSUN99LzcKNckLrPxc5nNO8JVDX7fZMVSiQXHTmU8N2D+4sDx0a5DtGvdrLsv7jrEf97G8LW9U+Y+dmln3Lzc1wX3I4q9/bCu2z0bdz3nJaXPHefwOTVXbny3OFuMux6KvAabPn5JsCzZFm5PeTm49+CUa05T97vVrJ6sfrtyHQXuGWRj49HzZ1dU7nuAPiRR+lp0bwm9bg4de3RdqFwTZGP4PpuZqYm6nsvrVofbVLE/fE/SszW1UdcDh3QM6eiAhyeisil3H4mIiIiIiIiIiIiIiIiOXXyYRkRERERERERERERERBTAh2lEREREREREREREREREAcxMe3IWjDl4lxTa22E1lOdVNaGsu47WZdfWNgbro2cjo9HZVzYJP2NNlXXG0eexSg4Kyi6zdTirRianwmXg8+x57dr4deTBMUBr+e/ZrnBdO4CPX4ayAJT169Ea0XZJeH1w7Zx0w3ibnyrpyIgYUzXntcbV/KAy1s5G6+Rr69PD9cJBppatx1kTGVhX3aBcLF9eFf48aXcvrFs4bm247rad0Wuju2mc82Oqw31IhrLn8qw9kBWJci/9dj3tuHDhPb+GdTOQI6D1ia4Q7vdMlsVnQYK177N5zj/07SomKsKCDDItKwP2AyAHLLcinAmR/XZjsMwquTDovJciziJFuTFoP3npcDhzq6D0L+h9tfxUAeVWyVhB+Rha5oND7wv6PDV7Vcnfqd4R3s9FpW+Svv7o/RzKe3RZZGYKES1s/nqqRDZS2t2Dqy0Nj42SzETnXKL+Xs3aBhlPWk4PujbUxnMphseh4s4uiaXN+QXM+9ScUjDPQPcMtOyhwlKcw46uK9VsL5SXpNxfmTpjdbCs5pfTh20uYMdKv7ZN53dM9vl5xgbmUpF5t1p2XlobPk8KWt5fR/g+XLopnEecvzbI+HYgyzi3LNxv2aZwnp9XfHyTxEI5klr+GJKuVO7x3PdodL/m772EFJaE8ws9h3KhlesU9V4pqgquJ9Dn0XL8YP6y7wOU24NEVDn4zTQiIiIiIiIiIiIiIiKiAH4zjYiIiIiIiIiIiIiIKpJxe35ofnBflsZvphEREREREREREREREREF8Jtp+0mHS2ct6Zlp4byuxs14bWOUq6VmOM3MRud1pSBTDWWIwewWZV11bX1zmD+mZH+4sfFwmZI5gta9ztDa575ueziDSwaGYF2UBeC6+2BdA9Ytl+okPptO2c8oMy9Z1BJ1fOd7/eikvU0SG1j/37no3LNkMVizXTnW6Hhp7wvP3+VL4vIClJywpAGfQ8Wdu6IzAWQkfP4lYG37HDjHio/h9elNZL6Tloum5XLMLApnUdRpuRzgtdPxcJ/nFUDuYooyJrX9EcgjzIt8+3oK1oJXx8bmpujMtORpJwbLig9vgHULKNMPjMlaLgwc/7QMjpbm6CyCQk343E3XLoV1zYO7o85rLV/VgmPrZSBjBeUjeElNTVTGpHpOasF/SsYtAnNKlHMjNLY4x8w0IjqYmymKK5FRo43JTuk/o3PPUDnIRFPzn5QxGc2fHbg2z9+3uTF6m2EWKcjpyd93xbJw4cBgdMY3ymLLq7aG5/VZbzjzUzsO6jkHcpTRNnm1j3WHC5VM6QTNUbTc1o2lM7zcPOcR57m01s75HhDMIwb3Yby6ux4LF4J5qnbdWOhYHJ8/prUZ0EdMrsHnUBXITFPPXbRdSh+B7ikkj4dzuL0U3Y9A9xv8vgJttai08wLIxHOov/S7Q7nXgWSnrAmW2QfA+arcTzKFI3+dTERPDX4zjYiIiIiIiIiIiIiIiCiAD9OIiIiIiIiIiIiIiIiIAvgwjYiIiIiIiIiIiIiIiCiAD9OIiIiIiIiIiIiIiIiIAnCK6rHGh3qWCPbMxsZwNRAk6qoL0eHxWuC9A0G2tq4uPjwZhPZqoam2tSVcptTNBofDdZUAUjc5FfV58nKwXWr4dYkg7t+9MA5ltnUoyBefcw4FPivB2SjAWopF/L4oPBmFLvvPGwo7zmZEemXeFPsGREzVnM9f24S3PxTWrO5T5X0T7X1RuymgbYoPMofnl1ZXCdZ1oF24MRwGbUCQNAz99sHKp60NF97zG1jXgXahBVjX/2pzuO7aFbCubCgdRn4o7by4vSu6bzLV1cGyDLxvNt8h6YEx2bbisPIMfHbtPDGT4c9XWNwG66a9fVH7XBtXDQi8184/NDaamhqJZR/dit8XjI1JS3ie4KUjI1F9gHZ+Jg3KvGhkNGqu5hXWrIpvq127gmVJ2yJY101MRrfz0NzIzXc7JqIFwVQlYszB45Gtr4f1ioNDwbLCquXBsgRdc/jtaQpfGxZ3dcePFa2t+H1BXduA90U6NFLG3Kwuepxxvf3hMuVa1y7tDBeOKPdI6mqDZSkYc/P3BXUtOPZeEX1e5VrXgHskUovnTVl3+F5GsgTsR79dwyPh8wIf3jlJB4fFBK6T0T5H1/mZv/ZGwD7VrqHR9bnbje/xoPs4SaNyDj26IVhW03A6rGvA3C0bHY+/16KA9yTRee33M7j2Gzq7HdZtA/2A6ynjJs8uXLc4HG5vGjObRt93lHrQFw+H+zXjjAg+DDRf/GUbvnSjueC+LInfTCMiIiIiIiIiIiIiIiIK4MM0IiIiIiIiIiIiIiIiogA+TCMiIiIiIiIiIiIiIiIKYGbaQWuVZ3PKj8nLQTaI2TWI3xKsP41yQ/a8ePhZqF2xDFa1Y+H1mtOBoaj31PJZxOHFVrNpkO0yVRW9JraWdZKhTBkt5w3k1ZgC3ma0VnzSgdemzgbC55VR8vLQuuXZBM7fsWCteNfTF5ltML/P9P3a66E2idZl19buL7ThDIXY9c+1XL7CinCehPSH1wp31fj8c+BYw3as7Ee1zYC14pNFOEvJzRaj+5fC4zvDVVtwBhfKXbQ1tUqGXzi3oVClHCNQru1n1O+pdc88OVz3vkfDZX4MxVEUc5K0Nktiq+e87j+SjuJ8j8IynGmBJMeFc/nSTeH8O6NlrPQPRGcrGHAeaHmisK12LoZ1pQVkazy2UWK5GZznVQBzH1dODq0yD0R5o07JeUMZcmaRMu6APjE+d4O/Z0dEJfjxxJQYU5IyMnpBhphBuTSH0LcqGxWfYwryRrVtNuMgLymQY7WXA7lo2jaj3GDzy0ei84EMmpfnb5zG72eUT1bE4xvKx0VZe17aHc5pSo5fEz33zoZwvpMNZKrZbFoEx9TOiW1qEFtibq3msPYPRuf9Ycp5UFWIzpiH92JQ7r3mocdhcVpGW0VzNy1zWMs/RND9zkX34kw8B66ttEzNLJQV6Ot24GsNA46/up+rQLmWKY3Gj5rwfjTlNBMiOurwipmIiIiIiIiIiIiIiIgogA/TiIiIiIiIiIiIiIiIiAK4zCMREREREREREREREVUkE1iVmuJwX5bGb6YRERERERERERERERERBfCbaftJWlskMSVCI6ND3J8IawZQSKWtqYV1bWtz9GYJqJuAUF83PY1fF4TEpoND0SGxpr0N1rUgZDQdxoG/SVt7sMzNzMK6bnIqWGYacAg12h8ojDV/XxToDGuKZNPhbS50duD3BftD3c/rVpZ+zXRapFvmjd83LhAMm6xdHa63dQd+YfDZMyWAO6kLnwtWC0DOwmm1biwcZG5alP4BnH9Ja2t0CHq2ezd+XwH9afsiWNMM4D4EvuuaZeHXfWQjrnzqceG6G7bhumBfaWMLGh+SlvDnyV+6qwfUxefGTH24L7bFcDtwDveXc+VWLxWXHBwCbbsH8X7rCPfpsnMXfs+d4c7IdOIg7IlTwu/bMDIafs+p6ej+/rBCgfK1OJzbTIfP+2Tlclg33dEVLLOrcF3XD86NIu6nLeinMyXU3c6Cc98p80C0L8GcyktB+LoFYfL5ZinzUyKi/Zm6WjElrpPTQTz/N+AazaxYGq44BeZPyrxc6/9MY0O4cFELft/xiah5uSZZvgSWF7cp1ynAdHt4nGlYU/r6bK+sPrwvTXf4mjIvB2OYscr1D7q2QsfPWx6+nnXKmOx27JTDQZ1HyFPEf/7Q+A/mfaYtfG2YKPMrKRSi7x+ga0MD5taeRdc7yvW3Rfe80PzY10XzupPWwbrJWPg62jXge4OycVv0PTwD5sBmLNzn5a8N+nj1Whe8rzThdp5k4XZe7O6Fde2DG8KFzU2wbnFl+Hqw0AdacjYt0gdfmogqCL+ZRkRERERERERERERERLTQH6Zdf/31snbtWqmtrZXnPOc58otf/OJIbxIRERERERERERERERFVuAXxMO3rX/+6XHHFFfKhD31I7rvvPnnGM54h559/vvT24q/3EhERERERERERERERES34zLRPfvKT8ta3vlUuvvji/M833HCD/Md//Id8+ctflr/5m7855NcxNsl/nqyoreUMFJSsLwfWAnYDOBdm9qQVwTLzX/dHr18vgbwpdQ1ovyzyUDjrq7CkE9bNRsPZH8Wt22HdwmK8n+H7rgqvUW9mlIyVEbA2fk1NdGaVto43yjpJR3DeWmFl+LzJlHMOrvOttBMT2FfGrx89j2xNjdhS2Yf+823fGb3+eQrW3tbW/UeZSCjDTssgs/X14YqL8HrfyaKTg2VmaAxvE8jpQdmHWv7T5Bqc1VazaWu4EPVpfl+t3xJdd7o9vJ577XbczhNro/o8z4LsrwxlQ/n9DLLN0PHL3/cn98nRYKqjXgpVB+cD1D2OxwNTRmZF0hRuN9mucA6dV7Nxc7DMNTYGy9JxJWMFjMlavwXPg0Hc90y89pxgWfPtD8O6pin8eQXkqeV1UXtUsk4ykGWj9dMZyDeEfa0H8g0zJevRoAzKnvhfCkOfB51Xzh2hjD4iOqqlI2NizMFzvIKSZZmCrNLi+o3R41s5kiVrg2WZkqEMc6uVvGwHxvupk0F+nN/PIDMNjps+F+3+cN20G89tklUro3I7tX1V6FgcPZ7LbjyXy+rCWUpj63AOU+PDYN6+WclJRpljyjFKt5c+Rul85xHvnhRninOfb6L8uwY8R4LXO+g9fR/xaDjbytbgDDG3LHwepA/+Nvp6QM2zBfd47KObYF1ZCvLrt+w8PPcM/L4CGYXb3rQG1l153c+DZcky3K851M5BLmZetwNkre8KZ2Br14MoG96zIBszA/mB2Ty3ZQL85SKjoecP9+XCfJg2MzMj9957r1x55ZX7/s5aK+edd57cfffdJetMT0/nP3uNjuLwUiI6+rAdEy0MbMtElY/tmGhhYFsmqnxsx0RERIdPxS/z2N/fL2maypIlB367yP+5u7v0byRce+210tLSsu9n1apVT9HWEtF8YTsmWhjYlokqH9sx0cLAtkxU+diOiYiIDp+K/2ZaDP8tNp+xttfIyIisXr1aim5GpMS384vlfCVXWcIOraajfRU4K4aXaDJKXQOXzgDLPDq8TBJciiDDX5nO/P4PlinHALy2dvxsCvYjWJ4iL0fHV1kpCW2XBftC3R/asihgm9ExyKXTZRyj0nWLTxw7pyzfdejtGO2b8HvoS1vFL7VmwPuW85V/dJ4YcKw02tKbeMkR/DsaaD8XQZ/mJfDYKm21jOWC0HbtPX+DmwW22SntzZbRVtF5pfXjsedkUWbnty0H9ns+VgMmq4oeD9Ax0foItN/Q6+pL+JTT92TRn6c4C8579RjMlDEXAOduGX2TKeO818ZktF3a8UXH6PAuCWNhG5mvdszfhic6Mva2vcM+vy6jX4bbdhiXeXRgjqzNzZwLL+NllfEN7QttDixlzOvKGaNcOXXhjY74+wJGOaXRPZLibFLG9bmy1DScg8Sdz/M9JuN5cPg8sui68nDe4wH7zTp8zYmuhfVzF81jlWgIeA7Z6Laq9U34fWei93OqRFKgcwr1H3k5aufqfdTwvixneVStrcLrCXSfI7ItE9HRybgKb81+mcf6+nr5v//3/8qrX/3qfX9/0UUXyfDwsHz7299WX2PHjh38bR2iI2z79u2ycmV4XX4N2zHR0YFtmajysR0TLQxsy0SVj+2YaGEoty0T/iUi/03cMy75O0mqcaYiHbp0Zkp+86UP5L+U0dzcfKQ356hR8d9Mq66ulrPPPlvuvPPOfQ/TsizL/3z55Zcf0mssX74879SamppkbGwsn2j4P1faieI7D277U4/bXh7/PN+3O98Oy7F/OzbGHBWfLValbnulbrfHbT862zLH5COD237sbjfH5INV6rZX6nZ73PbycUw+Oo9LDG77sbvdHJMPVqnbXqnb7XHbj562TERHh4p/mOb5r7D7b6I961nPkmc/+9ny6U9/WiYmJuTiiy8+pPrW2n2/HeAnF57vaCttoNiL235kcNvj+d8gKdf+7fho+mzlqNRtr9Tt9rjtR1db5ph8ZHHbj83t5phcWqVue6Vut8dtLw/H5INx24+MSt32o2G7OSaXVqnbXqnb7XHbj3xbJqKjw4J4mPa6171O+vr65Oqrr5bu7m4588wz5fbbb5clS5Yc6U0jIiIiIiIiIiIiIqLDxOdqatmadOi4LxfwwzTPL+l4qMs6EhERERERERERERERER0Ke0j/6hhSU1MjH/rQh/L/Vhpu+5HBbT86VfJnq9Rtr9Tt9rjtR6dK/mzc9iOjUre9Urf7WPh8lbrtlbrdHrf96FTJn43bfmRU6rZX6nYfC5+vUre9Urfb47YTER3IOJ+ESEREREREREREREREVCFGR0fzXLqn/4+/k6S69khvzoKRzkzJg1/+gIyMjBzx3MGjCb+ZRkRERERERERERERERBTAh2lEREREREREREREREREAXyYRkRERERERERERERERBRQCBUQEREREREREREREREd1dwTPzQ/uC9L4jfTiIiIiIiIiIiIiIiIiAL4MI2IiIiIiIiIiIiIiIgogA/TiIiIiIiIiIiIiIiIiAL4MI2IiIiIiIiIiIiIiIgogA/TiIiIiIiIiIiIiIiIiAIKoQIiIiIiIiIiIiIiIqKjmnvih+YH92VJ/GYaERERERERERERERERUQAfphEREREREREREREREREF8GEaERERERERERERERERUQAfphEREREREREREREREREFFEIFx5Isy6Srq0uamprEGHOkN4fomOKck7GxMVm+fLlYG/98n+2Y6MhiWyaqfGzHRAsD2zJR5WM7JloY5qstE9HRgQ/TRPKJxapVq470ZhAd07Zv3y4rV66Mrs92THR0YFsmqnxsx0QLA9syUeVjOyZaGMpty0R0dODDNJH8N3S859tXSsFUHVSedCyG9bORkWCZm01hXVeclVgFsF3Fvn452tiaGlieTU+H655xCq770GPBsuTU42Hd9JENEqtw/LpgWXHj5ujXNUkCy5O2RcGydHAI113aGSwr7tylbBj4LRqXwaqFdatLv2c2Iz/Z+r/2tcNYe+s/T14mBakqvQ0nhc8F19OH32Dl0nDZzh5Y1e2eDJbZlcth3eKmLcGywrLwNhV3dcPXRXXdZHh7vXQ43OclrS2w7s43h9vyiq89CutKsRgscrPhsrw8DZ+fLsX9dGH5knDdRc2wbvrQ+uh27jKHCqPbqrH4N1KTFnAMQd28LQ/+y1PSlo/EOGUXtcK6RdCHJK3h82Ts+SfA1228/cFw4Wl4fJPHwv2HXdIBqxa37AiWFdbii0A3FO4jTHU1ft++AYmVNNYHy9KxcVz3tBODZWZqBtYtbtoaLLN1tbCuXb4seh5hwb40NXg/u5nS88+im5X/nPnmEW/H6LPl5e1twTI3NgbrZqesDRe6cL+bjIXnqV5xQ/h4FcDcK3/b3buDZaa5Eb/v9q7oMRmN5+XQznt0faSNyclpoM/cgec+6cho9JhsqsPnsalVPu9E+PhmMzOHZe5dlFn5b7lt3tqyvwHY3IznPEQ0v0ZHR/OHYPPVjl/Q8NqS97s8d3z4YZt7aEN0n324JMq8fMdbTg6WLfvUz2HdwuL2cGGVMqcB+0Od44I+XR3PR8aixzfEgrm1No9A9xu0+Vo6PgHrJi3h8SgdxXN+eB2Nxtz8Hmz43EgHBoNlfn79X9l3y27LpDNuzw/ND+7L0vgwzZ8cT3zV3U8sSj5Ms/iCPjPhcmeUG7xlfMu+gLYrMEk6kizYT15mwoOaTZQHceDzJkpdU8a+KqDXLuN1jVEepoFjr32exJaxzXByoTxMQ++7Xzssux1L6XasHS+nnJ8Cj7Vy0xL0A9q5jY5JOX0AqusMvihC51ii7IukJnzDqaAdA3D+OWXiiz6TVhedu66M/kVr5w7OXMp4mKa0NTjmKQ/iDuX156MtH4lxyipzAdTm0D4tVOGbsHAfqP0H+jzl9D24LupPTRn7UYP6H3VsBPtSewCNtlmb+8AxQNlmC/sXbVwyR3U7Rp8tL4djmDLfLNTGPUzT7kXFjtfKPMGU0Va1MbmcOTCinffo82pjMpzXl/F5tTHZlNGvORP+5clMu0sRO/d289uW/YM0PkwjOjLmbUzO73dVz/maxoG+U+uzDxftHh2+5oy/TharjJsOXEerYy54mHYYx7dyxnNT1twHzdtnDtucH46d6n2Bct63/LZMREcHLtZKREREREREREREREREFMCHaUREREREREREREREREQBXObxSes9l/yaOsjp0XJUsn68LjLKDlHX0C9j7WPEFMByRQ14zWQHtjlTcphQPoYdxvkXdnE4O0N68DFIGsNZFOk4Xm85BXlWWt4HXIatSmmaIIvCKNl0ArLptK+1qzlNQLao9H7O0vnthvwa56Gv32ebtwfr2Ta87noGsofUteLBftOy2uB5hNqMlkvUtSuqD9Be2yg5KSt+NBJdF0mVjDjUztXjNzkVLDLhpdFVMBNtzz8IFlmwdImXTU9FrT6Sl6M+ohBur87hsTImC6HUEi5G6adQJo4KLOeXKjkHSWNDsCwDa/fX7wofK+08SXbhbXJgnuB6+w9ffw9yDpIWnBWAllTUxjfTFG7nVpnLmdHwNk+eGs4186pQtpnSzrNtO4Nltq4O1kX7w4F+C/W3xlkRHA02Jz6nI7S8EPp82RTeCNcOskOm8GdPRsB8FGScauByoGD5yLwu6D9QBqGWoSw2/vcm0bipHaNy5vyuiPseMxZ+7RRkk+V1QZ+YrFsD6xY3hueBRs1tRct+2eh9ha8V7b6lHomI9mZMh5ZltF3heWER9GEFkP3qZUPDc9jCQx9njLLsbMcDs9EZYmgeq2UoCxjP7TC+RoF9ujaPBZ9Ju7dk60Hm8HD88ZNpLRPUxF/rKuM9Au+TlLFsabJyebDMZdMi26JfmoiOMvxmGhEREREREREREREREVEAH6YRERERERERERERERERBXCZRyIiIiIiIiIiIiIiqkx+iWsucz1/uC9L4sO0J+UEGVM1pzWTPdvRHp3Fg9bnd1vC+U75dg0OR617rGXi2BPXhSsq+U5axgViF4f3Y7qjKz43BOX/HEpeUiTb0hyde5buDOdZeaYXbLP2ecD7ajlbaL1tLV/ODpduR9avHz2PigNDfkPnnkGl5HXZ9kXBMjeKM/3Qvsl2x6/37erAea+cByhjRevzzNpV4ffd1Qvr2lGQozITXts+19ocvb45XHNfWUce7UuQkJNL2sB5MzEZnXum5iqW06zA+vXZWPhcz5xy/Oa6GYtaxSQHn+OuWznHQLanur7+KeHxzzwKcrHyNw6fg64Y3jf23t/Cl3Uou0zJT4DnrtbfozwJLUu2VsnujJwXFR/fBOsa8L62FWRs+dfetiNYVq2Myba1NTprorCkM1jmlPwuB8YP24Sz6ULbNd/t2Gf+OePmnG8F88d8+e5wJ+eUsaT46IaoPtso5xCceyvZZQ6Mu1pb9Rk4wTIlfxlmrGg5pmhcVfJoypp7g/4H9bVqDuHYePy+0j4vGgOUazY0T0R1rc8/jJ9iEtEClM3MShYaXpU8ryBtrBgGuVidHbCqLYC+FZWJSO3PwvNrp2Xbl2MW9PerwplaOTAXNeD6xktAbrBTxjc0JiftbbBuNoLvgyBofqPdw4PZzmXkPtvF+PM6dC0JypxT8uOIqKJwmUciIiIiIiIiIiIiIiKiAD5MIyIiIiIiIiIiIiIiIgrgwzQiIiIiIiIiIiIiIiKiAGam7cckVoxJ5pw3gHIO1OyywaHozBGUNZE0NkTnkwnI6NCyB1FmQNIRzgXx0h6cgxObn4Dy1HIoPw5lK/g1oicnozIscpPD8fkY4JzUthnlsfncQATmhSiZaa5/8ClZP9rWVos1gf0H1gN3IIMwLweZFZlyrNF+VbPN1oTzyWR0PPq8d8vCa9Tbfnwe+BiOcCHuJTJ0/p0QzkrKy4fGotdGT5aH16hPu3pgXYvWitdyfWpBNiLo/zXa8U2qq6Lf1ywN99UJaCcumxEp3czj+PX97cycx2S7fFmwzIA+O6/bHf4ARSUTFGVfWVBXy/hB/Uexrz+6bjYZzuTTMjTRvCcvR32ikq1glnZE5xIZlBfh8zSBBGWMKf2aA/sSnRdq9gLIL8yB/aFltT1V/DErNbdWz/1Q9ule0zPx+b0oYzMFY4nyujCrTclWNc1NceeIQsscSVaE+0upx/NJGRqJnsfC+ZgyLyru2Bmfn4rm7WecAOuaoeHobUZ9l12+FNaFGdoov9IdnkxoIqpcPo/UBOYWKKsZyXb1xI9DmdJP7QZzfqXfRZnlhWW4301Xheei2a/Duava3GbsT38P1m3cuCVYZlF2uB8O1j8elZXuZSPhvDw3jefeiDYXTUDmsFHuZxpwraFd46C5QrqsHW8ziFHO0DyhjBw3Ijr68GEaERERERERERERERFVJONc/kPzg/vyKFzmce3atflvxjz557LLLsvLp6am8v9vb2+XxsZGufDCC6Wn58DffNm2bZu8/OUvl/r6euns7JT3vve9UkS/pUdERERERERERERERERUCQ/TfvnLX8quXbv2/dxxxx3537/2ta/N//uud71Lvvvd78ott9wiP/3pT6Wrq0suuOCCffXTNM0fpM3MzMhdd90lX/3qV+UrX/mKXH311UfsMxEREREREREREREREdHCcUQfpnV0dMjSpUv3/dx6661y/PHHywte8AIZGRmRL33pS/LJT35SXvjCF8rZZ58tN954Y/7Q7J577snr/+AHP5BHHnlE/uVf/kXOPPNMeelLXyof+chH5Prrr88fsBEREREREREREREREREtiMw0//DLPxS74oor8qUe7733XpmdnZXzzjtv37855ZRTZPXq1XL33XfLOeeck//3jDPOkCVLluz7N+eff75ceuml8vDDD8tZZ501t42wpmTYu62vh9Wy0XC4qcZMh8PlbQsOGU0Khfiwz6pC1Jqo6eAQfN1CJwhrHQ4HlWvh3bYOh6CjsPnCmlWwbvHxzeHCQEDvIZ0bZawtiz6Pl4BA1nQMh9zD11X2lWuoDRfuwK+dBUKAMxcO6Y1hF7eJtTWlC6fBQ/YMh8KmIOS2sOx3fVDJl+4fCJa5ohJGu3t3uAwE2sOwZ7+fBkB7VAKd3abtwbJscjI68Lcwg5fozQYGo/uI4rbwCWoKVfh9+8DxU/aVnHlKsCgZw2OHqQu3t2JvH6xbOPmE8PuCc9mbWrsoWFZTEx47XDotEj5Ec1bs6xcxBx8bW10N62Vg35iaQN+wV3X4XNDe142Gw7slAb+7lOLfa7JLwqHh2fYuXLc2/HmNMsdwE6DvyfD4ZsB+dKhP83UHh+OPH5gXaX0TmnNpcx/4uk3L8T8A45JTfjEMzUGccr6GxjzrZkTipxEHv15ttVhTeluyyfD4Z0H/p40Hrhg/r0hHwmNjoswJs+mpqHn3nspZdJvRrhegYngMSx/fgt8XHCNtbHRKHwLfF5zb+vuG+1vz0MbobVLnAg4c33rcryUrQR8C+jWbzYj04s0iomOL76tc4Fqs0BGeb7rJqej7FnB7mvB9tvThx6Kv36AG/L7JxvD82q+OFTseFGtN9FiRbtwafY0tba2wqgVjsgPblL8tui/VdWBEz1zm5m4Gz+W0eSJ8XzC/tso9ITcSvt4z6LorMyJ4OkdEFeSoeZj2rW99S4aHh+Utb3lL/ufu7m6prq6W1tYDO37/4MyX7f03+z9I21u+tyxkeno6/9lrFN0AI6KjEtsx0cLAtkxU+diOiRYGtmWiysd2TEREtECXedyfX9LRL9O4fLnyG7zz4Nprr5WWlpZ9P6tW4W/jENHRh+2YaGFgWyaqfGzHRAsD2zJR5WM7JiIiWuAP07Zu3So//OEP5S//8i/3/Z3PUPNLP/pvq+2vp6cnL9v7b/yfn1y+tyzkyiuvzDPZ9v5s3x5esoyIjk5sx0QLA9syUeVjOyZaGNiWiSof2zERHbP8qqX8md8fOjqXebzxxhuls7NTXv7yl+/7u7PPPluqqqrkzjvvlAsvvDD/u/Xr18u2bdvk3HPPzf/s//uxj31Ment78/reHXfcIc3NzXLaaacF36+mzwYU5QABAABJREFUpib/eTI369eQLpElo62DX9Ya+iZqbWovBXkm2hrSbi34BuCGbRKrCLKFCqtXwLpmZCw6Aw7lhmQ7cKaMAblTomRcuAklHyoyW0PNcALnBvw8SrZUum0nrnvaCXHrdIOsG+Pi1o8OtWOZmgn+moBD2TRang5YlzvtwaEUBuR7qDlMnW3hwi07o97TK3aFl8ItrMLfEEY5Ptr5B193Z3ibtDX5k+YmWLfQ1Bh+3fEJWBetfy5KP+0eeDRc5nM6ERtuU7YGrxOftoTbudmMsw2qe0GD3Ar6U5+1JPPXlgttbVKwB5/HmZILifpHq/TpZjfIn2nB5xjKsSss2TNHKSUbVT5PT398W20O5xjIrJL5MDQcnWOQtIdz91KlvVmQS2VAmziU9oikQzjXFUFjtgPzIpQnmtfVcjnAcbAgwyIX6qtdXB8eHJN9jp0pzDk3y3SGs1u8dJOSHXIYGCVzpFBTHZdB6IHjhfolr9gP8kS1rLZiOEMzOWEtrjsQzhI0rS2wqtsFclSMkpcHMuS0NoPmKOh1tfmz9tup8FxHGbYeOq/AvMjN85hMRJUj2I799Xrgmj1D95bAdaWpxhlTsG/NyphfKfmoqL8vbtwSnV2m3vMA29y8RcmXA6+tjm/gulLNWAbXyTKrHN92kNuqZKZBSlYb2h8ouzk3HX5tswXvK4cy1cB1SOyYTERHpyP+MC3Lsvxh2kUXXSSF/YLj/dfRL7nkErniiiukra0tf0D29re/PX+Ads455+T/5sUvfnH+0OxNb3qTXHfddXlO2lVXXSWXXXYZLwKIiIiIiIiIiIiIiIio8h+m+eUd/bfN/sf/+B8HlX3qU58Sa23+zTQfoHr++efL5z//+X3lSZLIrbfeKpdeemn+kK2hoSF/KHfNNdc8xZ+CiIiIiIiIiIiIiIiIFqIj/jDNf7vMudJLX9TW1sr111+f/4SsWbNGbrvttsO4hURERERERERERERERHSsOuIP044mtrZarDl4PegU5Flo2TXaer1oDWntfZOmcH6Lm8brMZuNO6LqanlIcC3n2XAug5aLVli9EtbNukFmlbLNcH3pkVFYN2kN52cUBwai18RGeTP5dg2PRuXwaTkWtglnrLiq+DysUI5R5vB65zG5N8ZUzbk92kU4C6UIctEKnR2wbgbyAENZcvvKd4XzklKQ85aceBx8XQsyWFwrzoZyYN31Qtui6HaOciDz1wYZOinIbvESsBa8rVMW7Ad5eUZZNx99XpfhuihjR8sJSB4LB407ZZtRO0cZf0bZjXPm++YS/bPaZkA2TQby/rTPl3bjdf8L7e3BsmIvyD3rCNfTstislhEGMtPGTsPv29jdF5WzpH1eizIIlb4Wjbm5wC9nHUoWqYA2ZarDWUla1gQ6fupcTsmmg9mrzSD/wr92aFwC+zBGOjIWHpPR/Ku1oawsDQj0gWiem24N96tesmxp/PgGylGOjZaLlilzbwHzE6udC/stz38QZZvRNQ7KJlPzx5R2jo6vmnMN3ldjUXtUxqWZE8PnVVUdyMdNp0XioyCJaCHKx85szv0jmlOkSh4Xmru5epzxnSxqiR4bJQXzBOU6SgLzlrxIybxG9xTM3Q/h9y1jPIcZYsq8Pe0fiB4b94/qebJMyW1F9x21OT+611bowLm7DmQwm6qq6LkAuu6f73teRHRkaXnJRERERERERERERERERMcsfjONiIiIiIiIiIiIiIgqknF7fmh+cF+Wxm+mEREREREREREREREREQXwYRoRERERERERERERERFRAJd53J8PXTUHB68WViyH1Yo7u6KC5T1bXR0d9mnqaoNl2W4cyOpA8DcMLwXBtGo5CPpUQ0bBflL3lRIYbkAwqlOCXrPxiehjb5pAkG9vP6ybLO0MljmwTXl5S0N4m8aUIF8lYDjm3DA+CBnv5jmxjfViTfWc2wwKwFXDk5VQX3R+ZmNTsC7qf1B7y+pweK7ZsStcOBruH34XXl1aOjKK37cAAp3xu0oRtQuwTXkx2C6tr5XJyXDdGRwmbFAfPzOD66Ig8Lo6WFfAZ3JK6La79+FwYdsieaoUfRh2iQBwbRxCCp0dsDwbHIo+T9C5b0HfIyC4e09d5VgDZip8rBt/vD7+dZVtKrSE23k6NKK8OJgraG21Ovy+2fRU9PsmynmfLQmX22Hl8wJaW4XnxhQe09KR0tuVznNAuq2uCo7JqN+2o+F+N1dfHz2eo37ZtrYEy9K+cNh9DvTphcVtuC6ae1s8OhqwLxKH58Dp6Fj4dSeVNoO2qaYmur2huVpeDubmtjk8t86BMdukeN4Ez9eV+FrRDYTHlmwCn+tV/eF5vekfDpdleI5BRMceP4c2Je53eSm6rwHu48A5rsJ2D8Jyh+YyyviG5u1WuU+TDoO+tUb5vEVw3a9c+8VeQ+dceK7glPthcO4teO7tpsOfyWrz56Hh6HsK6D5qCq7ntDmKdo3jhsH1Hjg3rLMieHpKRBWE30wjIiIiIiIiIiIiIiIiCuDDNCIiIiIiIiIiIiIiIqIAPkwjIiIiIiIiIiIiIiIiCmBm2n7S0XExpfJZJpQcKUDLWEHrJqs5Kc3htZ4tWLs4f1+QmYbe13Yujl5v2YE1kfOqNSAXTcltwOtA42NgG+qjnzajXAdTi9fTdmPj0TkpMgsyH+qV8wbkK2TL8fHNyshMs7Wl16a2fn1vJaJrLtLhkZLt2DNj4aylZNXK6H2uSUDGU7EfrxWf9vRF5ajYneF6ngPb5MrJSdFyFVFGoZaHhHLR4FrvSo6kUhdtc+i83ve+YK1/29IM60qKc+Bic3DQGvM50P+gY+SccvzmyG+nLTUml5EXJ2X06VbLG1ByjYLAGJS/LDj/sjac+eAeXB+VG5W/L8j1lMZw9mYO9CHJ6hWwarYjPM4Ypb2lO7slFsylUnI5UOZHpvQvKKNEy8qC2YhKnmPhhOMCrzktskmeEqgtp5u2wLoWZaYp74vyKt1ukJGp9C1FkKmmZaa5NpAbDPI5PIPao3LuChgrtNxg1OdlIG9Gk2m5rYCaGwz6ce34Ji3h7BenZCMacP3ktu2EdWVHT7gMjA+Sxc8hiGhh8n2gM27uWdzg3pE2n0TZV0bps9E1mJbNCcu1eR2Yn2ifVxJbRu5ZFn1/COb7KteUDtzn0N43lMHrFZRrHJhxq8yf4f0/7b4AuE6xSu4umvugeZNT8t1pHrlDuBigQ8d9WRK/mUZEREREREREREREREQUwIdpRERERERERERERERERAF8mEZEREREREREREREREQUwMy0Q6BmVoC1j9F6vHnVjsXRWUrWhLfLaOsTg4wEgzI4RsL18rrt4bWaMy17DqzFnSxux3XBGsRJI8h98cB+tCCXzstADlwG1gff87426rzQ1rUWLS9vDGQpgawQLwHnVQqOH8qOylx8FtlcwTXOC0l0ZpqbnCwrwwPWRRkePm8uIAOZfFqWV2FpJ67b3Rsum8Z9nnXVkdmH5fXTaD/aerzmvpY9hFiUZaPk0aDxI0H5OkrOlpY7JeAQmiXhvsn4rKX4mJzSbdKU+BxKro0rYwxDdZPlS2DdIsiUROenA+0pLz9xdfh1Z5VcVvB5jNLeMpQBpGVcoHOsvUWiKWOyAVlLWh8BxwclMxPNb2wL3mYLcjsyZT9nYOzRjm8wyzPDc4i5su2LxNqaOWeCauMBOseMkneB8opRLgzM7dTmblb5/cUduyQautZYhNtbAtqUKeDLRHR+qscP9YlKPot9xmnhwt8+Dusma1fF58sVQRYKyMtTc9GU8wruZ9DHF5/C+TURVYaksV4SUz3nfGmUU6q+ZwPI6VayHeG1kDJGmRVLw6+7dUf0/Er7NoJB875nngLr2sfD22XKyQc/ZR2s636zIfq+VLGvP+pemXp9XlMVnU1XTu64U+6hoFw0mPHnx3olipaIKge/mUZEREREREREREREREQUwG+mERERERERERERERFRRTJuzw/ND+7L0vjNNCIiIiIiIiIiIiIiIqIAPkwjIiIiIiIiIiIiIiIiCuAyj/uxVQWxpjCnYEytPGlthXXTwaGocO7cyGiwKBsegVVtdXVUMHuyehnepp29EsuAbUr7cbC3KIGssYHi0oaPnwyHj4FLw/txjzQ6qN6A7Uo3boV1YSi89r61NeGq4LzJ6zY2lK6XzYiEm8GcJU2NUcHK5QTPm7ZFsGoG2mrS3ITrToAw6MA+1QLrtcB7LXg3aQAh1Ab3W2ZRS7As68PtHPaJSTjcOgfOT6sdv4HBcKEyPqDzCrWnvCo6hi3NsC7al8lJ4UDu3Kbt4bJBECTt2/I8srV1Yu3BbdkpfQ06nmlPH6xrwHmUdvVE10VSpa0WBsPtsbgVHKsyx0YYCl5Xh+uCwHjT1Rs9Rrl+0BaVNpWOKPMiFGQPPs+eDStj/QvweU0N7iMMaAuuOIvfN7Sv4jPbS5uZFdHms3Ocp3rZ6Pic5xv7XnvCRs2BbX19dCh9Ogz6Tr/NhSqJlYI5hhkbg3UtGEvQNYrWRxQ6FkfPbeAcI+8jwidpCo5BriX82mbjDljVVIePkZueju7XrDIXMOB6IVm7NlwxnRbZBF+aiI41+XyldH+ULAtfH2S9fdFzTdvcGCxLlXkdul41yrVQ2lwbftkp3GcXlnSG6+6ehHWlGO6zTVGZZIGxIpvE1wumKjyPdeu3RNdF9zHU+4qTyr5C5442d0T38NCcXhl31esFMBdE9zONMyLK7iCiysFvphEREREREREREREREREF8GEaERERERERERERERERUQAfphEREREREREREREREREFMDNtHtgasB4zymhSMhKyaZzRgXLRbHsbrCtoTeWdu4JlaSNe11/KyYDTsocA9bUBlL+D1o9W8+UaG/H7glwHB7Ik8u0C2WZabo+WAQjrgvXFYRZbvux16W025eTdlXq92loxJXKW1AwqZe10qQJZGUoOE8wAmlVybQCUwaLlr6DzMx0fj64Lc+l8XZCZZhcpGZM9vVHtKX/tutr4PCTAKBk6MEsJnFN76obX1c9AP61+XiWzCq33XgTZBkUXfy6X1NLoB9g598soq0Dr/1AOIdynSv+SgXOs0NGOX3doODpXCn1eNH7l24Wy55T8J9TnJVq2HDrvlbExaQf5hzgCAWYe2aVLYN20qzs+Sw/kTJolHbBqAtpCOoQ/cNbXX/rv57kd+zEhM0qOVUTmG8zrasFZpCmYXyct4TFKQFZXXqzkkyGof9FyFVGbsejzKPM67dxFeWtafqpdtTy8TTvD7Sl/6Z6B6P50pjHcZ1Yr540bABlyylw2aQTHt4zzxtSHr8tc/HSfiBYof73kAv1Vujo85zC7wv2ybcE5pWqON4DGoUzJ9Rw/d1WwrOGXEn0toeXkoky12UX4WqIGZHNq72vqQZ6xcgzQHFi7x4MkTcq4CnLP7JqVsG76+Jb4e7CROdd5XXDthe4rOje/2eIEhKMhKQb3ZUn8ZhoRERERERERERERERHR0fowbefOnfIXf/EX0t7eLnV1dXLGGWfIr371q33lzjm5+uqrZdmyZXn5eeedJxs2bDjgNQYHB+WNb3yjNDc3S2trq1xyySUyrnyzgoiIiIiIiIiIiIiIiOiofpg2NDQkz33uc6Wqqkq+973vySOPPCKf+MQnZNGi3y3Tc91118lnP/tZueGGG+TnP/+5NDQ0yPnnny9TU79bosU/SHv44YfljjvukFtvvVX+8z//U972trcdoU9FREREREREREREREREC8URzUz7h3/4B1m1apXceOON+/5u3bp1B3wr7dOf/rRcddVV8qpXvSr/u6997WuyZMkS+da3viWvf/3r5be//a3cfvvt8stf/lKe9axn5f/mn/7pn+RlL3uZfPzjH5fly8Nr8hMREREREREREREREREdtQ/TvvOd7+TfMnvta18rP/3pT2XFihXyV3/1V/LWt741L9+8ebN0d3fnSzvu1dLSIs95znPk7rvvzh+m+f/6pR33Pkjz/L+31ubfZHvNa15zyNtjlywWaw8Oci5u2wHrmZpw+LM4HMANA7qVMGsU/J0N4+B5c9yqqEBOc++j8HUzEIIugoM+MxDYaQpVeF801IcLQUi99r52NhyKmpdXhZtQOoGDT5EEhc/6cxKEAJcVqLqoFZanO7qCZU7Zz0+VbHRMMlM6GNbYcHtLe/rg6yZLOqLCczUo8HfP+3YGy4q7eqLPA9MMAoGVZXJ9eHVsW836BsJlzzgJ1pWuXdH9ZQaCiG1jQ/znrcNB0qYu3De5kVFYN2lpCZZlSv9iwXYZZV85m0X1edYHY89jtrLrHxRXoi27mVlYL/29U4JlyXY87UGB1VpbzSbDgeMF0I7TVUvg69pHN4ffc/p339KfKwsCtL3iQLitFjoW47p9/VHtSRtLkkYQru7Z8LldOPF4WLW4YWO4rKsbv21tTVQYuTYHSZSweQFzhaQTHyM3VrqfN37eOo/tONs9KZkpfcxtDeo/8RhmGxuDZcVePJ7D8SJD81isnHkQrAvn1vjzuCncb9kWMBcA/X3+2hPhPs+sWIrrgraqcZPhfs8o43nhl+HrmFQZW9BxsHW4bzId7eG6yvu6YrjcjITnaybDx56Ijj3Z9LRkpnRfVhicCNcD15VoLNjznuE+G88DcF00FngtvwxfN2pX7ui60SjzZwH3BewMHs/d9Ez0tV8CxnMD5ql5eX14DMsC88W9bGv4elXQPTo/7oK5t+kNX0toY6MGjdmmqRG/7/hE1LWic/HbS0RHnyP6MG3Tpk3yhS98Qa644gr5wAc+kH+77K//+q+lurpaLrroovxBmue/ibY//+e9Zf6/nZ0H3qQqFArS1ta279882fT0dP6z1+govqFJREcftmOihYFtmajysR0TLQxsy0SVj+2YiIhogWamZVkmz3zmM+Xv/u7v5Kyzzspzzvy30nw+2uF07bXX5t9w2/vjl5okosrCdky0MLAtE1U+tmOihYFtmajysR0T0bHKOP7M9w8dZQ/Tli1bJqeddtoBf3fqqafKtm3b8v9funTPEiE9PQcuZeb/vLfM/7e3t/eA8mKxKIODg/v+zZNdeeWVMjIysu9n+/bt8/q5iOjwYzsmWhjYlokqH9sx0cLAtkxU+diOiYiIFugyj8997nNl/fr1B/zdY489JmvWrMn/f926dfkDsTvvvFPOPPPMfV9R91lol156af7nc889V4aHh+Xee++Vs88+O/+7H/3oR/m33ny2Wik1NTX5z0EmpkRKZMVouSIW5ExlQ8OwrqThdZNRvlOuCmcTIaZ3MFy2fFmwLOs58MHlXPcV3igbvS8cyKox9fXxuUQgI0xbI9oo63inYL1ltE63lkulZmWBzAenLAEBs6WUrJBQ/k4xcv3oUDt2aSbOlN6WpG1RePv6w21Ca8soK0k7x7Q8E7RfUX6V0bJORseic89gfgfKkFTO7cIm3N4ysL65lkskBnwmJfcMfV60bnr+tqBf03IVE5CLqWXzoLXvx85dB+vW33pfsMw2h9eRN9lMVNZSqC2jrCXE3v2bYJn2i1Uoh0ltqyi3aHe4j0g24/M+Rf2Lkn+HMn5QVpc6lijzj8LKFWCblKOA5k2FQnSGWLZtJ6yK+j2tvWXg3ED9dF4O5ihaH2GmwscoUfriUH6GyYxIeHgICs6tD1OOSjoyEt0u0Lmdjo3Fz69QpoyWp4ayV8v4POr7oraszGPtquXBsqwBHz87FJ5vOqWdw/Feyba0S0EO7eY9v8wZcy2izUEMyMjWjlGyamWwrLg1fIN8vufXRFQ5Qu3Y1tSIDWSLuyowxoFxRssQM+i6UZkjmWISPSY7MJ/U7i2heV2ivG8KsseTX4VzO3Ng/NM+r1gwF1DGcwOuOS3I/MyBa5wMjFF73hhcJw+NHL65DxiTU5DvvufFs6j3dS4+V5eIjj5H9GHau971Lvn93//9fJnHP/uzP5Nf/OIX8sUvfjH/2Xvh8c53vlM++tGPyoknnpg/XPvgBz8oy5cvl1e/+tX7vsn2kpe8ZN/ykLOzs3L55ZfL61//+vzfEREREREREREREREREVXkw7Tf+73fk29+85v519Cvueaa/GHZpz/9aXnjG9+479+8733vk4mJiTxPzX8D7XnPe57cfvvtUlv7u994/Nd//df8AdqLXvQisdbKhRdeKJ/97GeP0KciIiIiIiIiIiIiIiKiheKIPkzzXvGKV+Q/If7baf5Bm/8JaWtrk5tuuukwbSEREREREREREREREREdq474w7SjSXFwsGSujroe88hofPYVeG2U7+QVd/XA8tj3NSA/yGh5JWhfHbcKVrV9Q8EyNxZee1pbm1pmceZOAawD7WZnozPvnJLbkDTUx32efJvD54abwduMch0MykTz27VzV7DMgjyr/LUD50ae4fYULSGt7RskA2uNJ01N+H3BeaTlFrmBcLswTzsx/LoPb4CvmywK57hZpZ2j/kPLj4OUfEOUGpMO4Mw7JN3Zjd8XZPeoxw+MD9rYkg4PR+faSWt47ftiPc7fSdpB/zI9E5+FNU/UMTlzUfl3Xgb6Xi0TAm4TWkMfZDRp76skq8L2WFb+E8hczOuiXKLHN0XnJySBnK+9po8Lv2+i5DagzFdbi/smNGbbxThrwi0C48cjj0usDPQ9nu3sCFQsiPRHv+3B71NfF8xnQed2puRRonFXm8tkYLxAvZjWB8DsPGV8g+1Rmcei/I5EOf9QZppDOW7+824Jtyl7Is7mzEBOrV3cBusasJ+1bRaQQ1gAGXBe1tMfnSmTbgnnsSXLlsK6rn8g7nrOnxdzjx0logXMLlks1paeSxV/E87zSkCmsCQ2el5nwP2QHBpXV63A/e7WHVHb9ETtYIk7cTWu+sCjUffZ8vLW8PV51obvN2SPbIy+T4OuVzVwm9VMcxudOQyzqsG1oDpXAHMq7RoczfWcm4nKJKYI/vA/Nbcljg3clyVpowgRERERERERERERERHRMYsP04iIiIiIiIiIiIiIiIgC+DCNiIiIiIiIiIiIiIiIKIAP04iIiIiIiIiIiIiIiIgClFTHY4sPn7fm4EBJu6gV1nMgGFULN0XhmG5yCtZVXhgXgzBzGOydhsNY8/LpcN1kfBLWnT0+HMBt7/4NrFvOvpBCuBlku8NB5RoLwljz1x4eCZYlra3R25z2hQPStdDUrG8A162pCZcpn9cEAmjzgHR8Ws2JsUaMMaXLwH6zSiAwOhdMUyOu24uPSSyzaXu4EITSq31APQ4pzvoHogN/kXRHFyw34DOh89qzq5YHy7Kubly3syNcd8tWWNdUh88rU4W3OR0BfURLM6xbfGxTsKyprQHWFRRSPTsbLstKt7tYvr2aEmOyGnQOxqECOJa56upgkQN9tgaNjei89rLJ8NiZNDXFtxnwWfP3BXMBo8wFkgL+TLFjdjY6Dqva2TR6XM3GwqngDhyD/H1r8PiBzC4Ojx+JxW3KNoSDzkU5RhL6TJkSFj9HbqYoLjQmK+c+gsapVJvLRI4laNzU5hHlzCeTFmV+1b4oWJa24T7CPrr5sPRNsmOXUjd8jWOV658imOdq+8rNhrfZZPh6wYDj60ZG8fui9qiNaYH2o/UB1s2IxA9bRLQQ+X7dJnOey6Tj4flXYfky+JZuKNwRpWuW4Lo9vcGyrLkufqxvwHUFjfdp/LUuupfiuYGhYFlSja8bi+hehXLNieb82r00eE2g3AuF84xTT4B1swcfDZYVOtph3XRwOFiWKNeKbmw8am6TOXANTUQVh99MIyIiIiIiIiIiIiIiIgrgN9OIiIiIiIiIiIiIiKhimfgvkBIdEn4zjYiIiIiIiIiIiIiIiCiA30zbTzZblKzUuvRgXVwtd8RW4V1sQe6Nmg0CXjsL5FPtZWrD6zUXe/uCZYVl4Vyz/H0HBsNlO5VcosVN0estl/WrBy5c16LsIGVdZJSRk5eD9aUL61bj992yIzpDB+V2OOW8sfUgnwWcU+jzOjePgWn5WuTVYkzpNpmCTItEWVsbroENMsQOJeMNgdlYreEyo/Rb8Hgp66qjc1fLLkN1Yf6PP36j4UwjjUXrm2tZNrt6ovNZMpAxYJWsPZR1om4zWN++sDWcP5BTxq2nikszcabE+VLEa84nbeH8IJXSb8fmJRlro7NIfZ7r4WBOXIvfd/3m6PyEdMOmw5KfoO2rqr7x+HkRygQFx89LJ8Lt0RZxzlbhF78NlmVaTi34TDD/wm9XIB8q8zlL88hUB7IPtbxRpY8bfd5xwbLGWx+QWPAcU8572xz/eeA2oaxKvx9HwmNjAs5NrV1YJQcHZiwrfSma+2jtHMmUz4vmGVpWtVkRvgbKtuPMV5jZqGXZgHMnWRyeu5p5zjElogVgctoHKpYsyqanouZuTrk+Q9eyqTK/gnPghx+PHt+07F8D8snsQHwYZbEbX4MVlnYGy2aW4Hs8ha3gvpWSCVrOuGtBJr1J4rNmZfuu6HPD7Z6Mf98ZPOdyaF+ieaIyhySiysJvphEREREREREREREREREF8GEaERERERERERERERERUQAfphEREREREREREREREREFHB3BKEeJwsqlUrAHZ2YUtXXwwVr3FqxlnwPrE6s5KnCtXyUbZFl4PWYZGYle5xltk1PWH066h8KFi3AukZTKuntCsQ/nWbnxiXChtn40WPvYJDjnBuUcZPVKRk4Sfg6ejo1F5wmlg+AYKMfQKDkVoSwt4zPr5jE2Lds9KZkpRuV5xR5rq+TUpcPD4ZfVzjGUqQbO3UzLepyOz8VJTlgXLHNKNqKA9fi1zL4COndBHp62drp2XqAMAatk3iHFHtyfou2C+YValtIAbufwdcH5mjncx8e8lyuR0YDOA7WfWgRyazyw3+BY4Y9JKxin0H4bHMavC/INtf7e1oActwmcD5SiLCUlV89lLrouzDbT8lNRtqWSh4S2y4EcN00G8qzy11YyAGHd2WLUeYOy6YyL/6yluOkZcYFcW9Qvw4wpH/vZPxO9T9H5ied1yr4BfU+hswNWRXnFpowcUy2jA+U+ZyAvVHtfLQ4X7ktwXmt11WOEMl9BbqLnunqiM+IEZCeakfjL8WJvf7hsnsdkIqp8af9gMMcUzbESJdcaMfXhLK9CF75Pk6F5H7gfkr8v6u+1eSwYzx3KR/V2ljGPAGNFdRfOakNzVe16obB6ZbAs6+mPz0NH9ysV2nUXmr+g+XFeF8yRM/V6D2QAwvud/B4L0ULCh2lERERERERERERERFSZ/C/r+x+aH9yXJfHxOBEREREREREREREREVEAH6YRERERERERERERERERBfBhGhEREREREREREREREVEAM9P24+rrxSUHh1FaEG7pZePj8U8rUXCqEhqO1i61NTjsM22ujQpGhSHn/n1XLQ+/58atsK4bDe/HdHgY1k2amsJli1pgXUnD+zmbCQfca0xjA/4HxfC+zGpw2LwF26yHryvnFeCK4VDV4q5uWFc7J+eLP0ddIKw4aVsUrjcWPv88WxcOT05HRvFGoUDnFhxiXOwfjD+3ATc1HSwz1fj8k+nZ6D4CnZ+moIRBgz5Re18BQdNuPI0+d+2iVlg37emN6rfUz1TA7dyC19b608LaNcGyrLcvWGb8mITznueksKxTCrZEQLTSL6cj4YBuOzkJ65bT58sp64JFZsO26BB0JGnF5x9sy8O43yocvzZYVnx8U3SfZxe347r94TD6TAkUl5qa6DkVOvbauJo047YM33dkKvy+BdwXG2vCrwv6+LxuUnpfZg6Fp8+d33fGlN5/pgX0UzvxnCKZnI3fb087Plz48MaowPq8vKE+WFbs2hXdZlCf5hU6O8J1B4ejx5nC0k5cF4wHGnTuovE6f98sfP2TgHPKy8Bcz6BrMmW7tHNO0Oc1BletD59X6dhY/HUkER1zbGO9WFM95+tZl4F7D8q9MngtpMwJ0b0lNzgE62aT4fmVVa45DZhPGrAvtHsGAsavvHh8Ivy6TfieAZK04HsGDrwvvF+pHH+nXFe56fBcNVmxDNbN+gai72Wko+Gxs7C4Db8vuH5Ccxvj8FhPRJWF30wjIiIiIiIiIiIiIiIiCuA304iIiIiIiIiIiIiIqCIZt+eH5gf3ZWn8ZhoRERERERERERERERFRAL+Zth8zWxSTJXNeuz+bBnkXypq7gtbuR9kfCi33xf56Q7guyE/Q1lueWRLOKrDrcQ6HluMDoRymDrwWd3H948EyLS/Prgyv4511h9cH91KwjncyvhjWzUB2mW1sjM74KwfKdPCMLf3s3vhMBxztMic+t8KY0utku5nwfksnduPXReeYlu8Bcn5MDT7H4OtOTEbl22lr1KcDeA16OzwSvRa8bWkOv+8QzoVB7RHmryjbpdVF6667RUpWEsgJkECbOKR185cvxe+7O5xlU2hXMqtQrhjKXJzvfBafC2cPbndZ32h8W1X6dEGZXMrnszvD+zwF+zRZho+lAxkWpg5nUbrWcHtzG7fAugZliCn5QElneAzLQCaaNvdRfwMM9OOFJTj/KRsajs9kRPkZyviAxk40ZuVvC85Xq+R7hTLVnFM+61z5PKhQHhjIjlX3+S9+E64L8se8wtZwHltWRj/mwPmnzZ9RfkeizOtQhrIKZZGCLBOtP9Uy+1wWPncLrXhfWZTtomWvgjbjOpWclEc3xWfYglw0txtnecL5KTzXrQh/m5iIntRvG1s9r+OBNldBXJuS/dsLcnS1zHIA5k0q425xUQN+8fWT8dn2gOvth+XZZPz7wvF8N75HUgAZcQ5dNyrcyFj050V554d03wBtF7pXuiScYWuzaZGu6LcloqMMv5lGREREREREREREREREdDQ+TPvwhz8sxpgDfk455ZR95VNTU3LZZZdJe3u7NDY2yoUXXig9PT0HvMa2bdvk5S9/udTX10tnZ6e8973vlWIR/GY5ERERERERERERERERUaUs8/i0pz1NfvjDH+77c2G/5Tne9a53yX/8x3/ILbfcIi0tLXL55ZfLBRdcID/72c/y8jRN8wdpS5culbvuukt27dolb37zm6Wqqkr+7u/+7oh8HiIiIiIiIiIiIiIiIlo4jvjDNP/wzD8Me7KRkRH50pe+JDfddJO88IUvzP/uxhtvlFNPPVXuueceOeecc+QHP/iBPPLII/nDuCVLlsiZZ54pH/nIR+T9739//q23ai0b5cn8+rclsiK0LCUL1gnWsjIEZFqYaZx7Jkn4i4Vm0kSv9YvWGC4nb0vLWEFrOdtlS/CLgzWTXXc4x0aD8kg8C46Rtn54AeTppb8N57hpmTKmUVnHG2YvKOEKKJtB+0bo8WtL/306LbJe5o2pSsSY0u0uHRmJPj8Rq+zzdBBnkEFg/XoL8pCKKKtLK1fyZlK0Rr2SN5OgHB+lLsqBUzMmy8iUcejcrq2OHh+Mku0CswuUTEaUpaVl06H13uExKie3p9TLNTWISw4+rnYc59Q5sI1avoIFY7ZT8gDTgcG487MBzCF8XZQd1aJl9vVFZ6smYA6l5VllKFdR6V8ylCe6QskKBOdgqvSJiJa1h7JEjNYuQHkCclm94patwTLbjM8N27aodMF8Zzr4XIpQXhTIkSqEtu8QMjy0bJAiGJNRNieaQ+Tv++wzwoX3PQrrWtBnq9mIYD6ZKGNj1gcyDJU5MNoudekT0Ie4Bvx5bVP43HZanwgyZ9yGrfh9wed1SkacAXMfLV8Ojbsoi8+5GRF8yhLRsSbPI577LUA0rmpzQnjfoj88d85fG/R/2rWfAddv2j0eND+x9ys3LtCcUZkDo32ZKvfhysljQ/syUV4XzoG1/N6R8Jx/6pyTYN3aex4Lv652/xZkuGv5qRYdo+6ecJmLzxYkoqPPEc9M27BhgyxfvlyOO+44eeMb35gv2+jde++9Mjs7K+edd96+f+uXgFy9erXcfffd+Z/9f88444z8Qdpe559/voyOjsrDDz98BD4NERERERERERERERE9ZfzvKfJnfn/o6Ppm2nOe8xz5yle+IieffHK+ROPf/u3fyvOf/3x56KGHpLu7O/9mWWtr6wF1/IMzX+b5/+7/IG1v+d6ykOnp6fxnL//wjYgqC9sx0cLAtkxU+diOiRYGtmWiysd2TEREtEC/mfbSl75UXvva18rTn/70/Btlt912mwwPD8u///u/H9b3vfbaa/MMtr0/q1atOqzvR0Tzj+2YaGFgWyaqfGzHRAsD2zJR5WM7JiIiWsDLPO7PfwvtpJNOkscffzzPUZuZmckfru2vp6dnX8aa/6//85PL95aFXHnllXkm296f7du3H5bPQ0SHD9sx0cLAtkxU+diOiRYGtmWiysd2TEREtECXeXyy8fFx2bhxo7zpTW+Ss88+W6qqquTOO++UCy+8MC9fv359nql27rnn5n/2//3Yxz4mvb290tnZmf/dHXfcIc3NzXLaaacF36empib/Ocj0TOnHiyD41LP19eHC3ZOwrkyGQzdNY4PEciBcPX9tkCNqTjo+/LqPbICvWzUU/rzOh9ADFn3eSbwfs6EDH7oeoIBP88LKFeHXVfajA+GmWhhvtnLPOVuKGZ/AdXeH39eg0Fu/XcVw+KkpVMG6SduBy67uLx0Ex8DbuiMckB4h1I5tXb1YW3ofZOg8Uto5CgzWQm7RMXEzShgtCip24QWMk8ZG+LIOBC+bKtxmzOL2YFlxy1ZYV9tX0eHXIPxY21cuwwtBG1BuB8Zg3WxmJircWpNq59zTjguWuV/gsG/JsqjPk0UGK4fastu8XZwp0XaqcD9l6uuij7VLZ6KDvVGfn7S2hCsO46V3HJhHmGbczg2YnyRa+DpoM9q+MOAYmbpC9PgmdbWwbrphU7DMNjXFB6gr42o6MhIuVPdzuL3ZLI3vE6eUPjGbfErGZFMoiDGFOc+xbAOYWz/xutHjKtrnLeHzxEwqfc/mXcEyfCRFLOojtHZeTKP687xubYnroSe42dnoeXs6BNpEPkcJ1zX9eD7piuE2lW3YDOtasC9NXXjs8NLuA3+Bcy4MGh+WHxhZ8GTFbTvCr9u+KFyWTYvgwzC362QiqhjBufXuSXGmdH+UtIX7kxSM19o1p1RXxY/XCbgOBmOBxirXumJt9D0eVF5YsQzWTXeFo2o0+BpHmYUUwLxe+bzomtSCOYY2j61b3wvrupXhsdM9/Bisi+YodhU+RmZl+EsbNgXzSz+/jhiTiejodEQfpr3nPe+RV77ylbJmzRrp6uqSD33oQ5Ikifz5n/95/nX0Sy65RK644gppa2vLH5C9/e1vzx+gnXPOOXn9F7/4xflDM//w7brrrstz0q666iq57LLLeBFARERERERERERERERElf0wbceOHfmDs4GBAeno6JDnPe95cs899+T/733qU58Sa23+zTQfoOpz1T7/+c/vq+8fvN16661y6aWX5g/ZGhoa5KKLLpJrrrnmCH4qIiIiIiIiIiIiIiIiWiiO6MO0m2++GZbX1tbK9ddfn/+E+G+13XbbbYdh64iIiIiIiIiIiIiI6Ghmsj0/ND+4LysgM+2Iq6kWsXNfHhKti+y68Vq/KH9GzTxCWTwKlB2SNoUzSbSEHzMazvpKle1FayqjbLIcyM7IQC6dZ5pAVltvH667NJx7VtDW4p4MrxHulGVKTRl5VxZlvyg5ONlweKFnA9ZDz8sDr20cfs+5ysbHJTNVc84f09Y/RzmDWraLQ+egst570gxyfsC63CgTTet7rJJv6HrC/VrSAnJf/CaPjsXlw+UvnsRlVx5KplpkzqAbxXlXKPsSnhfKOvJG6SPs9nDflSrtvAjGLdR/WGdE4oelg19vcZvYEmNycSsOUS/+3onBsoIyJqPcSJS1o+VJFLvCWUqFFcvx646F20yhX8nI7AznG6Y7w9uk5UlYJbsM5TAVe/vj86yUHCaUF6Fm3oEMQ/R5cqPhvsso/ampDuc0pV090XM5rc8LzSFjsw9DTHOTmNDcGuXjNSlz4JHR6LHE1oTPX+fzk4MV8esW+8N5lAUwX8yha4kduK0aMAdBmYvaHFk7dwWMQ1ofgbIRE6UuynLT5qIC8nnS0XH8vkrmJlTGHATmGaOM5WweB2QiWhDS4RExgetklJkG70tp8yvQT2lZlSh3Vs2JB5mh2rzOoBzTMvK/i8rcG1Gz6cA8NkVjRZnwvQrl/grKM1bukaQtIDNUOSfhNm3ZGT/nQjm14PqGiCqPcueSiIiIiIiIiIiIiIiI6NjFh2lEREREREREREREREREAXyYRkRERERERERERER0lBgdHZWLL774SG8GEZWTmbZp0yY57rjj5lqNiIiIiIiIiIiIiIiesGHDBvn4xz8uW7ZskZn9so39/999993533s//vGPj+BWElHUw7QTTjhBXvCCF8gll1wif/qnfyq1tTgkupJkvX2SGRxkWpILB1LbRa246sBQsMxoAdwg0BOGVSsKW8KB95nyull3X7DMagGzILAzHR6GVW19OAhU42oL0aG4WXdvVKh7/tqD4WOvQaGqmRKKi84bB0J+1TB6JWDWLlta+jWzaZExmTc+IN6Z0m3SoqBiJRTWgHOs2NeP64J2YxsbcN2a8DY7cKzVYOUyzoPsnKcFy6rW74g+d11xFtaVzEX3EShU2yifN1kEQqhR6LLf5K7ucNnUNKxrwRjgpnHdDI0tqB37960Nn+vp+Hj4PZ1y/ObIjYyJM9NzHt9qt4fPhaLSzl0RhJWDcyg3NCIx0u7wmLvnjcOLCBQHBmBVW0bgeLbfRdyTFVAwu687PBrepio89TQ1oO9S+kvpCY/JDnwerU1lSgg66te0Pj4bCw+A2rmO6qLzJi8OjIf58Dkp8ybt6RdjSn+OpD3cprIdXdFzGduC93kK5l8FdLwa8VzTgP7RjYXLDuX8RLLJ8AFL1qzClbduDxbZFqXPy8AxaMD7qrgbzFXb8LWTgH2pXXehuWqiXHehuV6hYzGsm4G+uLgNz5tQW3a7w8feufhzioiOPQbd10PXb8p1lAVzxmwYz50z8Nrwut6Xg7FEu45yveH+PlHGKPSZ0OfR5sjadaN2fQeBe17a/CUD4zmaH+fl4BiaajwHtg88Fi47YR2sW1z/eLAsA3O5/LVXlb6n5Tlw7J3D98q8t7zlLZKmqTznOc+RZL99t3v3brnnnnvkrLPOUl+D/M5+4ofmB/fl/DxMu+++++TGG2+UK664Qi6//HJ53etelz9Ye/aznz3XlyIiIiIiIiIiIiIiOiY98MAD8sgjj8iaNWsO+Pu+vj754he/KJ/85CeP2LYRUZmZaWeeeaZ85jOfka6uLvnyl78su3btkuc973ly+umn543bN3QiIiIiIiIiIiIiIgqbmpqSxsbGg/7eOSfGlPHNQyI68g/T9ioUCnLBBRfILbfcIv/wD/8gjz/+uLznPe+RVatWyZvf/Ob8IRsRERERERERERERER1s8+bN0tbWdtDfd3R05GVEVMHLPO71q1/9Kv9m2s033ywNDQ35gzS/3OOOHTvkb//2b+VVr3qV/OIXv5BKkk3NSFYqa0nJnXAgq8CAPAgvKabx2VcgXwFlSeSvfVI4QyHZCvJbEmVfgPWnbUszrJv2DUTnhriZ2fgsrM3hXA7TircZZXpo63ibE9eEy3bhDK50BOTRKGtTZ+DcKCjZGunO7uh1utNAvlw6zzlLe4536WOezYDPvvjgicsBGsI5KomSp4PyTBzKDVHWC09BH6Gdf2o+GVB4aE/4bSlFJbsMZgvV1EZvs7YmuwMZhonSN2XLO8PvO4OPfTlgf6rkRML161EmlZKLhvrifPicz93hfwOvxG/hqccaZHdq4DmoZAYkID8vHQmvoZ+0tsPXLYJ8p3LaTGHZElx3FORxpVl03hrKAszrgrbqOnBblU1gjqJktfm8zTA95yA2lwP2icocstgV/sW1pBXnOZqlHaXfM50WCcdQzCuU94TOIU0G5khe0hTeNw7MGdMVuK3aXWj+nMTnIGuZI6BfRvkd2njgOvG8KH04fKIUOkufX4c0hvUNwrooNyZDx8BvF8hR0XL6YHYZug7Jj1Ehfr4G+iZ0nZlnEuNhi4iOMX48MSaZ85gM+xolJ94tCo+5Gbj/s6dyFn2PJxsIjyV21Qr8tj190TlvxXNPD5YlP/sNrIvmPtpcQJLq6G9QpNvD2Z0W5KlptOtVh+6hHMZvYsHrWeV6Qbp6o46RccrxE5GlS5fK5z73OdmwYYP8/u//vrz+9a/P/97nqK1cuVKtT0RH8cM0v5Sjz0xbv369vOxlL5Ovfe1r+X+t3dNFr1u3Tr7yla/I2rVrD8f2EhERERERERERERFVvEsvvVS+8Y1vyLOe9Sz5P//n/8jAwIBcdtll8rGPfUy2b9+e/x0RVegyj1/4whfkDW94g2zdulW+9a1vySte8Yp9D9L26uzslC996UvzuZ1ERERERERERERERAvGN7/5Tfn6178ud9xxh3zqU5/Kv8Ti/cmf/In86Ec/OtKbR0TlfDPNf+VUU11dLRdddNFcX5qIiIiIiIiIiIiI6JhgjMlXevPOOecc+eAHP5j/v89R6+4Ox63QwdETpdKbKA735Tw9TPNPxxsbG+W1r33tAX9/yy23yO7du4/Jh2jZbHitX6tkKcmilnBd5X2LYH1qLWMs2RLujNPBcOZRouR3SEN9dAYcWvc6aW3FdWtA3sCTvjk5l7W6UyX/CeVupGNjuPENgkwPJVPGoAwuJbcBZuw43FPCXDQtD2Sm9Da7+c5MA2wtyIoCeUdqDsepx8G67r5HwmWpkgszgs+j2HXktYwO/Nrh86SwGq/nXdzeFZ27lywO59U4pX9BGSsogzDfrvGJYFnx907BdX87GX8MUJvS2ioYA1AmlVYXrwWfzmtmmqmtFWOr59wvyzQYG7VMSVR3Wsknm52Ny2hSMk7Lyj4EGT8ob0vLSHDK+IbObdum5IDt2BksGz0eZy80/1yiswITMH/RuCyLbm/wdXvCuQzq+aydVwOBLL4sPqssdI66UNde1Rj9uoX28HiQgT5bmyehTL/CRpyplYJsK22MQkxjOLM1h+Z9MAvQN7hwp20mcN4fkoKsGu3cRZnQntXyTACn5fMAcPwDmWg5kH+rjQG2qiry2B++TFciqkymplqMKT1HQ/NrlA+u9dkGZfBq16vovoVy3Yiu/VAmeV4X3GvRMsSqfr0pWOa0+yVgXq+NFcmScMZ3psz50WujjPZyrznhNoHjl0P3WZW6ydLwviruVK6PUNnqcBaf8ZnEym2dP//zP5d//ud/lmuuuUaamppk8onz8K677pLVq1fjykR0dC/zeO2118rixYsP+nu/tOPf/d3fzdd2EREREREREREREREtWC0tLfLZz35W/viP/1iuu+46mZmZkbe//e3ytre9Tf7qr/7qSG8eEe1nzr/at23btn1fPd3fmjVr8jIiIiIiIiIiIiIiIsK+973vyXHHHScDAwP5z1lnnSU9PT356nB/+qd/eqQ3j4jKeZjmv4H24IMPytq1aw/4+1//+tfSDpZcISIiIiIiIiIiIiKiPe67774jvQlEdLiWefTruP71X/+1/PjHP5Y0TfOfH/3oR/KOd7xDXv/618/15YiIiIiIiIiIiIiIiIgWzjfTPvKRj8iWLVvkRS96kRSeCFvOskze/OY3L9jMNBjwroWBToTDS73i9q7ogG0Y3g3CS/dUxoGtwdfdjT+Pmw6HfTotBB1IR0ajQ0TdbiU0FQTQJsoxQMceBuZ6syBgFgWK+9duagyWZSjkVwvUVc5XOf3EcNnDG2HV0P6wzorEZ9wf/HpNjWIDwcowIFkJyDW1NeGyHb14o8B5lCmhzdl0eLuSxsbosGCksHwp3qb+wWCZAeemZ6tLHxvPzRbx+w6DfiDBvxtiGxuCZShw2zPg+FVt64d1Xdui8OvW1+O6oO9yyvlq21rDZUr/gvpb2A6cmde2nI2OSlaiLSet4c+Wc+GxxjwxbwkqgHFVaVNo/DMgrFw7lkiydAn+ByCAOxufgFVRf6nNi1AofLqrG1ZNQJtpuxuHgqfgfYvdSj/tsvh5IJjfJM1N0fs5UwLUC3Duo8w/A/140Snzx7kyds9PKaAvsqDNeG55R/gtM7xShtu0PVhW7BuI2t/aOaRB55hpbcGVR8LzvmxMSbuP7A89C8Yw1B9qfWKm9LW2Gcx9Bodg3UJLc/R+dqOj0fsZjffanB/ty6QDnOup0k8T0bEnzfwgWbosNFYr15UGzL3yclBWUFa2Qvctpv7gabBuzQ8fCJa5rTui7/Gk4+OwLro+R9dROXDdj45PbgLP62PnINp1F7puVO9JAg4ce+0eilX2lWsKz0Gscozg/aR+MAfJ8D0f7+KLL4blfrlHIqrQh2nV1dXy9a9/PX+o5pd2rKurkzPOOCPPTCMiIiIiIiIiIiIiIt3IyMgBf56YmJDf/OY3Mj4+nn+ZhQ6R/8Va8Mu1NEfcl/PzMG2vk046Kf8hIiIiIiIiIiIiIqK5+cY3vnHQ3xWLRfnLv/xL3nsnqvSHaT4j7Stf+Yrceeed0tvbmy/xuD+fn0ZERERERERERERERHPjo5Xe//73y3nnnScf+MAHjvTmEFHsw7R3vOMd+cO0l7/85XL66aeLiczeOholDXWSlMhn0TIrYLZZTXV03UzJD0LrU6v5HmDda5RFkCnZZWgtZ3vyOlg1ffgx8LrKV0tB5kw2Oh6dmVYOLQvLgG3W8q4K9WCdZ5A3k+t30fkY7sHH4rNCAueGKyNjpOTbLGoRY0uvdZ1u2hKVQ6edR7YO5+OZmproNb1jM1i09etRxk9xZxd+7UK4zaRL2/D77twV/VnRuutom7wMtLfCMpwRl/b2hbdpEOetobacaDmSKI9TGXvRNmtZRLahPvJ953c+4McxYw7ukwzo/7T95qaVjEIwxmlr6KP9is4DLR8V0XLcYP6dMk+wIPMhU/Ii4FkCchO1DDktXw7mThVsdP+i5neBc07N6UPZq8q+yoZHose00L4yvh/G0885SRrrS86t1awoZTwwQ+GMKgf2izavT0CmFtrf2lhf1hIpRXxAiiAnTGvnaK6QgVxnlTK3MSDH1CjXXTPPOC5YVvPQ1ug+3ijXXeg42HWr8ftu3haueyK+PpKe8HhefHxTuGy+8w+JqOK5NBNn0jnPc1FOlJpljO4vgLEg3yaQiV3/WLhv9IroemD3bPw9LWXeDvPpwdxau55Fc00tM1Sbe6O5qJYtjvJTs93KtT2aAzfhzOEMfF43hLdZ+sG5odzDQ9tVHBg4bGNybW2tzM7OSlXV4bl3SURzM+c7ODfffLP8+7//u7zsZS+ba1UiIiIiIiIiIiIiInrC2NiY3HTTTbJ+/fr8z355xze+8Y2ycePGI71pRLQf5SsRB6uurpYTTjhB5tvf//3f599ye+c737nv76ampuSyyy6T9vZ2aWxslAsvvFB6enoOqLdt27b8W3L19fXS2dkp733ve/N1ZYmIiIiIiIiIiIiIjib/+I//KP/8z/+c//8999wj69atk6uvvloefPDB/Mf/v/+7u+6660hvKhGV8zDt3e9+t3zmM58RV85yJU/yy1/+Uv7X//pf8vSnP/2Av3/Xu94l3/3ud+WWW26Rn/70p9LV1SUXXHDBAflt/kHazMxM3rl89atfzZeg9B0OEREREREREREREdHR5POf/7wcd9ye5asvvfRSecUrXiE7duyQH/7wh/mP/3//d/5LJnRofEIQf+b3h+Zhmcf//u//lh//+Mfyve99T572tKcdtGbrN77xjTm93vj4eP611f/9v/+3fPSjH9339yMjI/KlL30p/4rrC1/4wvzvbrzxRjn11FPzJ/bnnHOO/OAHP5BHHnkk72SWLFkiZ555pnzkIx/JAxo//OEP59+im5MVy0SSEmtFP4a/UpvNhs8uMzqG66I1eZW8gWTpkmBZCtbXz8tBzkqhM7zuv02V/KYsXO6qC9HrLbvp6fj1lpW1uLMxkLuhZBoVOheH66IsEGU9Zi3jAuakLFLWLQc5JJmyvrS2Vjdiq0rnchg3z7mLPtMpkOuE8mey4dHD9tlRXpd6rFEfUcY5hNbF13IiYXsDfUBeF5x/qA/ItwtlKYG8Iy9BWYLKNqMsAJRVo2bXKb+UgvoQLZMRtXOzLDx25MD4kPb2h7dpnvNZfP6QsdVzzi2y6PMp5zbM0FTyNd34BCwPvqdy3lt03ivnARqj0oGh+PFcGRttXbivdVouERqjtCxS0O/ZJryfBeQ6aPsZZmU1xGf8adl0qG9KlTzHUJ/p5jtnKe/nSp8v2TTIslzSiV+3jHYBM4dR1rEyDyhrjoTmwCjHUpnboBxkr9g/KLEKYFxFuSGeA5kymqoRcOyVPj42Y1LLyTHTSrtBeY4j+FoRZQqhYyDptEg4Uo2IjkHJmpWSlLrf5YH5dTYCxjc0bnpgDMuacO6427ojWGZ3T0bPJ5OWFlg1BffwtCwvNAfRxig4P7FKVht6X2XM1e4bxF6vljMvkjZ8T8uC6y6j5Aanu7rj7hkoxxBl3uUPJEpcAvmV11asWJH//6OPPir/9m//dsA9dn9P+2/+5m/krLPOgttFREf5N9NaW1vlNa95jbzgBS+QxYsXS0tLywE/c+WfsPtvl5133nkH/P29996bByzu//ennHKKrF69Wu6+++78z/6/Z5xxRv4gba/zzz9fRkdH5eGHH57zthARERERERERERERHS7Lli2TBx54IP9/f29769atB/0b/3e+jIgq+Jtp/tth8+Xmm2+W++67L1/m8cm6u7vzp/D+4d3+/IMzX7b33+z/IG1v+d6ykOnp6fxnL//wjYgqC9sx0cLAtkxU+diOiRYGtmWiysd2TFQZ/BdV3v72t8vExEQeqeSjjvx/n/3sZ+flv/jFL/JctX/4h3840ptKROU8TPOKxaL85Cc/kY0bN8ob3vAGaWpqyvPMmpubpbERf6V2r+3bt8s73vEOueOOO6S2Fn+9e75de+218rd/+7dP6XsS0fxiOyZaGNiWiSof2zHRwsC2TFT52I6JKoOPOurr65NLLrkkX5nNe9vb3ibuiTgI80R8iX/olinRFER0FC/zuPcrpq961avyJRp9w/f8k/L3vOc9h/w6fhnH3t5eeeYznymFQiH/+elPfyqf/exn8//33zCbmZmR4eHhg9aUXbp0af7//r/+z08u31sWcuWVV+aZbHt//IM9IqosbMdECwPbMlHlYzsmWhjYlokqH9sxUWXwXyz56le/mrdTn5nml3y8//778//u/f+9fyaiCv5mmv822bOe9Sz59a9/Le3t7fv+3j8pf+tb33rIr/OiF71IfvOb3xzwdxdffHGei/b+979fVq1alQcv3nnnnXLhhRfm5evXr5dt27bJueeem//Z//djH/tY/lCus3NPULn/ppv/htxpp50WfO+ampr858nM4LAYe3CAarJyOfwsWfeeB4qluJPXwrpy70NRoal73jhcbpWwchSc6Xr7wxWVcFIDQtDNWDgwPH9fG362m2UO1929W2LhwFUcmpoNj0aHvqeDQ8GyRPmGp5stgkK8rzJQNwEh55414BhN4+Nr160u/fc+IH2DzFmoHWfdvZKZ6rkHwBdwd1hoCYcNF/sGJFay/MClap8s294V1UegAFzPtoYzLv0+jA1Htt2DsG4GziFbV4ffFxw/FH7spSeVPv+8wjb8ed1EuH+xZ54C62b3PxIuGx+P7k8TpY9PwTanm7dFn5PoGBiXlgxWjm3LUl8rYku08T4wRvntGBiKDuBG4d22WIyui8KssxG89A4KOk+Vumg80ELBUxDsrXrityhLsUqgeAr6U21szJRg99g+UR1XR8NtOdu5C7/vKceHC5/0C2XzOfeZb8F27EPULR6PSnFP/HZuEJgXor5T63vd9Ex0m0Bjo4CxL9+m1WAu8OhmXBfMv7I+PDdDcwVTpVwmJmA8r6mNngNrcwE0z8iUfg3NgQvLl+K6/eH3LW7FN6ot2pfgnMtVhcf7bNuOcJlT2tBc2zIRVYxQO3a1VeKS0v2+8eN1zPxYG6/B2GlHx2DVFFzrZsqcHo27DnyePf8g/n3NmpXhuo8+DusmzU3R24yu0ZL2NlgXXUebxbiuoGM4jO9novlaccNGiWVrqqP3VabM9dD1ghsL7wunjMm+vZ544onw3xBRBT9M+6//+i+566678jyz/a1du1Z27tx5yK/jl4Y8/fTTD/i7hoaG/AHd3r/3X3W94oorpK2tLX9A5teS9Q/QzjnnnLz8xS9+cf7Q7E1vepNcd911eU7aVVddlX9jjhcBRERERERERERERHQ027Vrl1x//fVy33335RFKz3jGM+Tyyy+XlhbwS390IP/7dvj3IGkuuC/nZ5lHv05rWuK3/nbs2JE/IJtPn/rUp+QVr3hF/s20P/iDP8iXbvzGN76xrzxJErn11lvz//qHbH/xF38hb37zm+Waa66Z1+0gIiIiIiIiIiIiIppPGzdulLPOOiu/5+2/aPLtb39b/vu//1tOOukkeeghsKIZER3930zz3wb79Kc/LV/84hf3BSKOj4/Lhz70IXnZy15W1sb85Cc/OWj9WP9U3v+ErFmzRm677bay3peIiIiIiIiIiIiI6Knk4478l0huvvlm2bp1q9x+++3yve99Tz74wQ/K+973Pt73Jqrkh2mf+MQn5Pzzz8+XV5yampI3vOENsmHDBlm8eLH827/9m1Qyn6FQMmtpBK/ljNaQLgwrmSP1OPcGArkARsm+QkxteInMTFnXOgM5PUlrM6ybovwgJWsClaPjo1Jy61DmTEHJTINZbSBvRnvfopJ3ZevCORam43c5iHPNWiosw1kTwc+kfNa5MjU1JbMP1Zw65avz6Vrw+ZTMNJSV4ZT+JTYXTc2wAxmFVsmbsaB/SVHmovba4NzMTU9Hf97CEOiLtSwssDZ+MonXP3co503JdrEonwzlO/ntqgYZRanSr4Fz0oDXNT5XKj6y6uDtGBoRV2JM1s5PmBOm5G+aco4X2i6Q06PlA6GxXhujyskQQ69dWB3Og8hNhtujKyOLTcuLQMfIgW3KrQJ9/M4e/L7F2ejzxm3aHp+zhfaHUjeUaWWdndd27OeNmamae66W0lZhv63MK2D2XhntzcdGht+zLjo32M9rkAIak4dG8PuCz4vG+rwuOAZaXZQrrLZVkDHmwDzBK6B5biGJbucauzj8vsUunKtYaArvK7sonEFpsxkRfElARMearTv9ZL50WXs43xeN19o4k4B+1ynzVDhvV8ZkSJmbwWtsJa+2AK5DYH6mMs+desGBETlPVvujX4dfd/dk9H24Arpn5YF7fFlvH6xaWNoZLlSyxeF1l3LPEt0rNVq+XG343LCD4azjQ5lf//jHP5bvf//7+X0at9955Fdf819oIaIKfpi2cuVK+fWvf50/LX/wwQfzb6X5bLM3vvGNUqfdECIiIiIiIiIiIiIiIpmenpa2toMf5u3evTtf9pGIKvhhWl6pUMjzyYiIiIiIiIiIiIiIaO58hJFf9e24447b93c7duzIl3/0cUtEVMEP0772ta/Bcv8VVCIiIiIiIiIiIiIiCnvJS14iX//61/NYpb3fSFu9erX80R/9EZd5JKr0h2nveMc7Dvjz7Oxs3sirq6ulvr6eD9OIiIiIiIiIiIiIiBSf+MQn9mWlLVu2TG677TY5/vjj5YQTTjjSm1ZRjNvzQ/OD+3KeHqYNDQ0d9Hf+q6iXXnqpvPe975WKlmYi5uAwUtuxGFYzIODSDYVDKLWgbC1wPBvGYa+Iqa+PC4JVQt1REGxx42Y5XExdOBTXKuG0FoSMFnd1w7pJWziot9g/GB2Cno0pgau1NVEBsnv+Adgf1eFAVc9YE11XimlUAPBcmfo6MTawf0BAsq+HZNXh8F2jnGMZCBMurFkF68oIaOfgfQvLluLXnZ0NFtnVK3DdLPy+ZgwH/mbTU+G6Tcpa4CDwGYYQeygcu6AMhcaGy2bC+zHfrsbGYFmKjq3fV6AvNp2t+H0HwDYr+yrbtjPq+KUO74u5SsfGxZiquR0P/9mTcHtLlHM76+6NDhxHY3Y6PhEsK4BxxCsOHjzvOlRorHCzRVjXVIE5iBIYX+zrD5YlLS2wrgWh4KqR0WCR08Lmt4fHe1OD24wB4ezJujWwbnHjlmBZYdkSXHdXT/h9G8LzPDRXyOa5Hft9Z0z13NsU6Gu8QmdH9PzYLgr3n2n/QNR75u87Eh7/slPWwboGjKvpML6WKIDrFHRuegmYixZBf6gpLA7Prb0MtFV0fDy3ezJYlmhzHzR/bsN9j9u6PVhmwXVVXndRU7iwa1f0fC04t/ay+Z1fE1Hlc1kmzpQeb1xfePyTJDz3duA618sGwvdEMmUuql7fIXCb8Vwnfd4Z4Zf9r1/Dulld+J6IVeYRSP39W/E/aALjDLqH44H7R5lybY+uNVRZGXfpwfVgNqFcs1WFj5ED52tety58zygFbeFQ59fmifutdXV1+76hNjo6mn+p5cYbbzyk1yCiozQz7clOPPFE+fu///s8R+3RRx+dj5ckIiIiIiIiIiIiIlqw/JdUPv7xj8uWLVtkZr8Hc/7/77777vzvvR//+MdHcCuJaN4epuUvVChIV1cX9yoRERERERERERERkeItb3mLpGkqz3nOcyTZb2UBH6t0zz33yFlnnXVEt4+IyniY9p3vfOeAP/s1XXft2iWf+9zn5LnPfe5cX46IiIiIiIiIiIiI6JjzwAMPyCOPPCJr1hy4RHxfX5988YtflE9+8pNHbNuIqMyHaa9+9asPWtO1o6NDXvjCF+aBiZXMNjeJtQevy5xpeSVord9iMX6tXyWfBbFgLV8tqw3lqMDMrHwd7vC+MAWcqZV0hjMfnLLuMcqTKLSH8yByIKdCy+YpnhbOQjE/exC/L9okJY/GVsV/qRTm0YwqWW0tzcEy14jPOdnVV7pehtdZnzOfCedK50RYkK0nSmZaYHn5Q8rKgG0Z5IZobRlloTiQ0ZTXReubgxxIL1vZGS7bFL/2vQE5KDmQo+ImlLrovJ9WzkGUiQcyctSsJaV/SVYuB++rjA+oD9HWtgcZA7YG5VNaEdx1zUnS2iJJiawlNH7lUDaWcrzkidDnuX72vHx5OKvHbQY5BwUl0whkX7njV+Nt6u6PzuZE8xentRk0t1FyPZNVK8N1QUaYOkdRsi3heaPkKhrQr8EMEmU8d9oxArRMvMLyZaUL/JisRDjNaTtOXSeuULrtmHsfiZ7HFsF+1eaqxXXLwu87PBqdsQLzeweVcXVnd3TumTSFszkdygvNX9xEzzVRHmyqvS+gzfkNmIvCfLH8xcF1yq/xCiu2FWS5Keec6R6IzpF0k5NROcjOKdegRHTMsbV1Je93admyaHxT71mh6x1tbva044NFthtnW8E5VILft3p9eDwoKhm8dtPO6Hs86BhomcKmNTyWpNt3wLooa13LT7XoulHL6e4tfX/oUK6T0fVqNolzdxOUmabURZmvaL5m/LmuDMtTU1PSWCJv3X+BZW+WGhEdHeZ8Rz5DDx6IiIiIiIiIiIiIiEi1efNmaWtrO+jv/ZdXfBkdIv+LU+CXp2iOuC8Pb2YaEREREREREREREREdmtWrS6844r+VFiojogp5mHbFFVcc8r/lmq5ERERERERERERERER0TD1Mu//++/Of2dlZOfnkk/O/e+yxxyRJEnnmM5+5799V4pqusyetKJnrUPXINlgP5bdkaJ37fO1jkHOgralcBLkAp4XXl/bMZrSWczjnwFThrB0bma2g5RwYkKfmwTSJ6qr4dY+VDITClvA6z6lSN0PZPcr64SibTl1fGuQlZX3hfB3PdoSPQ6ZlyoTyW+Y506HY0+dP1JJlCcp8U84TMxNew1zLcELZLyj3JX9fcB7h3BC8X2GeiXL+maHh6DYDs5R6++PzKTWgP82GcbYLzMRTzhtBGTpaHhJaC74rnK+jsUr+Dso+gDl9853P4jO7tP5sjnkDqZJRCD+fkpEgYI39BGTtaNllKKcp2YEzxFDfBHMT88wA0N6UfYFy3lIlDwmd97As31cgD0kbk8HxMyeF81E9CzI3s63bcd2mpvjzFXwm29EeN+fKlPN8jmZaayQrlD7XqsvIfIPjVGAOsJf99WNRc2s3pmSmoWyQwfC4uefF4/N7URZksjScceoVVy6Ovkg0qC0rsQAOZUprGXGI8r7FnV3R2XTw+CvHyJSTddwc7iOKg+Esm9Qp+XFEdMzJpiYlM4FxHvTLsH9U+j80rmr9rgH5Y3AcUeabVsuPRjnrCgOyzbTcYHiPR7sOAddvWr57uqojXKhkpqF9pd3/gxlj2j0FlHOtjLkObJd2/xad78Zm8fmARFRR5jyzf+UrXylNTU3y1a9+VRYtWpT/3dDQkFx88cXy/Oc/X9797ncfju0kIiIiIiIiIiIiIiIiesrN+Ve+P/GJT8i1116770Ga5///ox/9aF5GREREREREREREREREdMw+TBsdHZW+voOXtvN/NzYGlq0jIiIiIiIiIiIiIqID9Pf3y6WXXnrQ/xNRBT9Me81rXpMv6fiNb3xDduzYkf/8v//3/+SSSy6RCy644PBsJRERERERERERERHRAuS/wPIv//IvB/0/HRrj+DPfPzQPmWk33HCDvOc975E3vOENMvtEeHmhUMgfpv3jP/6jVLKqXcNSsDURgfc4WBPWDQXA54HTjbBuNhoOMLU7lKDQ1pZw3cmp8HtOTcOXtSCANKmrw9sEArazHV34fVevCJalj2+GdR0Kc9UCdcfGowN1YSCrFmSOAlmdEtYKzme4L/w29/WHC4eG8ftaO+fw2PnmwLltldB68+D6cGGhCtZFQbaFFcth3WJXd1QfoAIhuKYGhzLDc3ta6SNAKLMUcJsp9oT7taQp3H94MycuC7/t3QOwrlncBgqV9ob6UyXg2JbRv6DQbQPK8vetrg7XBcfPZjMiQzJv0vEJMWZmzv0jkpyyDpZnj20M113cDus6cDxNAUy3DmMf6GZBmPza8LiZ27gt6nU1CeoDNGl8eLc6JoPPZB/bil98UUv8uArOG9hfeuC1s4FBWNU2NT4l52NN/6QUktLHLcvC72WUuXfSGJ4jp+N4bFRD7QOsMs5k4xPR1woO7gt87sJzbDfu780vHwqWZcr7ytNOCL/u49sllravTM3vogbmOo8orATXC7u6y7heiG832vnopsP7I2kL7ws3z2MyEVU+N1MUF7h2gWNNTfjaQAXm7docyYB7S8Xu3vi+Vbl+y3b1hKtqY2NVVfS1RNofvibNlPHcgvkbui70ClvC45864x/fHb+vwLmRLOmAVR34TOnIKKxbaGkG2xQ3R/RsQz0ek8GtNCJa4A/T6uvr5fOf/3z+4Gzjxj03nY4//nhpaCjj5ggRERERERERERERERHRUSj617t37dqV/5x44on5gzT3FH67hIiIiIiIiIiIiIiIiOiofJg2MDAgL3rRi+Skk06Sl73sZfkDNc8v8/jud7/7cGwjERERERERERERERERUWUs8/iud71LqqqqZNu2bXLqqafu+/vXve51csUVV8gnPvEJqVSuf1CcKbEetLLWr13aGX7NQSVHqjq8pnKmrPVrwVq/aL3lvG5nOAPIdrRH5anl7zsYXpzfKVlKCXhfNasN7OdkSfj4eEWwJratwk0kQ7kcZ58G69oH1sflqSnlWnaUGxmLyuzIX3txa7iucozS0dLvm7pwbmAMf8ysKX3csmmQmaa0VbTPUcaUV+hYHC5UjnUC197O4tdVR7lYYK33PS8O8taUfVEEfQTKXMxfG/TFPl8Lqe4O96dOyYiTicnofJZ0zZJgmVUyjbLhEfC+hejjq7VV+NooK8vF52iVYgpVYkzVnPMVEpRftXELrIv6QLd7Mi4XMh8rRqIzClGmlivG7/Oxk8L9udfw6KZgma3F24wyqxIw78mBLFnToGSvgj5eG1fR2Kn1Lwb0t+q4CjKPtPEhHQiP50krPr7BbLR5XmnCPbxRXIl2rM2xMmW+CXM4tLzbMrJy8Qtnh6Wuw10ezAYpoPNL2Rda1okdA8dIGc8dGN9MfT2u2xsOHXEnrcF1H3ws/L5K/i1qy9r8xaLj0Ig/b7Z1R3ibwJiczfP8mogqn6lKxASuk82Ja8MVJ8A1tHLtZ0H2dHFnV3Q+vXafxi4Kz4PSgaHovDU1C3cRyJdWrs/Ra9sa5ToZ3Bu02r0lcH9I288CrgnUa7bW8Nw761eyf1GusDIfK4LX1nJMkxXhHHbXBO7bpNPMTCM6lh+m/eAHP5Dvf//7snLlygP+3i/3uHWrEtBOREREREREREREREREVEHm/OuXExMTUl/iNwYHBwelRvvt/if5whe+IE9/+tOlubk5/zn33HPle9/73r7yqakpueyyy6S9vV0aGxvlwgsvlJ6eA79F5L8h9/KXvzzfps7OTnnve98rxTJ+U5uIiIiIiIiIiIiI6KlkjCn5/3QI/EIC/JnfHyr/Ydrzn/98+drXvnZAw86yTK677jr5oz/6ozm9lv9229///d/LvffeK7/61a/khS98obzqVa+Shx9+eN+Skt/97nfllltukZ/+9KfS1dUlF1xwwb76aZrmD9JmZmbkrrvukq9+9avyla98Ra6++uq5fiwiIiIiIiIiIiIioqfccccdJ6Ojowf9PxFV8DKP/qHZi170ovzhl3+I9b73vS9/+OW/mfazn/1sTq/1yle+8oA/f+xjH8u/rXbPPffkD9q+9KUvyU033ZQ/ZPNuvPHGPKfNl59zzjn5kpOPPPKI/PCHP5QlS5bImWeeKR/5yEfk/e9/v3z4wx+WamX95iczbYvE2IO/XeeU/LFscTifRfqUukO7o9efzkCGh5bRYbrDC/YW+8JlhROPh68rIA9JzbDo6Yte9xjmyynZQnCbtP0I8hXUB/ggi8IqeRECvn1plCwbQefVyAjezyvD+XPZvQ/BuqHsDeOMiJIHMhemplpMqezDPKunOuq81/JnnJLtgl5byyRJ1oXzP7LNW6OzP2wr6LeUzBzYR6xcAesWmhrDr9vdi+uCXMWi0te6Qrj/cTNKrgg6RloWZHe4T1TTdcD7atts0Pr2ym+3wXxL1OfNd/5hbbXYQFtGUCZchjLflPao5RBGZyAofQBsywkeV21LOIugcQvI/PTQOaTknhWWLQ2Wpb1grPcfSckegsA8Q8tAQNS8CPC+al2UJ6HtCzSv0j5vKBtTmffMlSvOih/mS5aB7Ud5oVqWoDZ/Rv1jOgHy747D45v57abosR7lDJaVxaaAY7Yyt/FZ0yGzT18H69r/GojOZ7Yrwv2LGcA3nDKY0zcZ3xdrq6KgPlMZl9B2oUxel80wn4WIDh7jjZvz/aFsWUe4TMnjsvXhvFtbp2ThIsq4Cu+1lJH9q93Tst2DUffvtHtAMHvT9/ngfpiaG9zYGLcvvB274nNoy1hRTMtjQxKQL6cdo3Rn+POaM08Nlrn08M3liKgCvpl2+umny2OPPSbPe97z8m+R+WUf/bfF7r//fjn+eOVBC+C/ZXbzzTfnr+eXe/TfVpudnZXzzjtv37855ZRTZPXq1XL33Xfnf/b/PeOMM/IHaXudf/75+ZP7vd9uIyIiIiIiIiIiIiIiIoo1p6/s+IdbL3nJS+SGG26Q//k//6fMh9/85jf5wzOfj+Zz0b75zW/KaaedJg888ED+zbLWJ30bxD846+7uzv/f/3f/B2l7y/eWhUxPT+c/e/Frs0SVh+2YaGFgWyaqfGzHRAsD2zJR5WM7JiIiOkq+mVZVVSUPPvjgvG7AySefnD84+/nPfy6XXnqpXHTRRfnSjYfTtddeKy0tLft+Vq1adVjfj4jmH9sx0cLAtkxU+diOiRYGtmWiysd2TEREdBQt8/gXf/EXeZbZfPHfPjvhhBPk7LPPzgf9ZzzjGfKZz3xGli5dmmeyDQ8PH/Dve3p68jLP/9f/+cnle8tCrrzyShkZGdn3s3379nn7PET01GA7JloY2JaJKh/bMdHCwLZMVPnYjonoWOVjIfkzvz9U5jKPXrFYlC9/+cvywx/+MH8A1tDQcED5Jz/5SSlHlmX5V9L9a/tvwt15551y4YUX5mXr16+Xbdu25ctCev6/H/vYx6S3t1c6Ozvzv7vjjjukubk5XyoypKamJv85iA8dtweHYDotVHVnX7DMaSHo4LWzaRzAjSRNTbDcTf3ua/9zkS7CgfAWhJcaLUx+YCgu9DsP2Q63cLc7HCavBb2KEhRqF7cFy7LfPA7rOhA4bkBA+p5/YOODbVe2hMuU89V2hYOJDTj2hxLsPlehdpxNTktmsjnvV6OEGMN+wGXRx0sLz03bDuxjD7AFvG5xVmJlo0rQcGT4sWdA4G+hox2/uDHRx8B0D4SrWoPrguDsYtcu3Bej1z35OPy+IAhcCkofkYX3R7GnN7pPNFXhvtg4IzI9f23Ztw1n4sOlY/o4Uw3GGqVfzsC5j94308ZjrX8Bin3h877Q2ID7HtDnaf2lgJB0bTxH4246GJ4neMmTlgY/sDI+l9xMuM+0HYth3WxJ+PO6Rzfj9x0cDr9va7i/1MY0bS4gJ60rXS+dFsHd2pzasT9XjEnmPP6ZUvP0/VgwHrj9lrYq/eLhugmYq5pRPI8pgracNON5edLSMu9z9nyblDZTWLEsWJYp82c0ryuM42snqauNaotam9FY1DeNKuMqaG/qMSqG5/xOmXOhcwO188wpx2Cu18lEVDGC7dj5eybZnPsTs3U2fp7q77EFWGUuKuAaTJSxAF2jFZaHxz4vAfOEVJtfwetVfFfaoOu7Wtwvu77Z6OsfdF9Kva8IxjerbHM6Ph5/b2Y8PIdMlPtSKbhm094X3e+UjTvCrzuHMXloaEi+9rWvyfOe97z8vjgRVejDNL+04+mnny7WWnnooYfkmc98Zv73jz322AH/zqCBI/AbMy996Utl9erVMjY2JjfddJP85Cc/ke9///v519EvueQSueKKK6StrS1/QPb2t789f4B2zjnn5PVf/OIX5w/N3vSmN8l1112X56RdddVVctlll/EigIiIiIiIiIiIiIiOert27ZJ3v/vd0tHRIX/9138tf/M3fzPne+1EdBQ8TDvrrLPyBu2//bV161b55S9/Ke3tyjcIDoH/Rtmb3/zm/LX9w7OnP/3p+YO0P/7jP87LP/WpT+UP8Pw30/y31c4//3z5/Oc/v69+kiRy66235llr/iGb/5acz1y75ppryt42IiIiIiIiIiIiIqKngn94dv/998vFF1+crwrnv6m2YsWKI71ZRDSXh2mtra2yefPm/GHali1b8qUY54OWvVZbWyvXX399/hOyZs0aue222+Zle4iIiIiIiIiIiIiIjoSlS5fK9773Pfnc5z6Xf3nkM5/5jLzmNa850ptFRIf6MM1/M+wFL3iBLFu2LH9C/qxnPSv/VlgpmzZtkkqVDg2LMVVzyuPyzO7J6HWRUV6EtrZxhjK3QBaBlw4MRq0TnGzphq8rKEOsS6kLWOXzmKbw2sVZ/wB+bZAX4UDejJqT0hPO0tvzD7Kodau1ulrOCDwnQbaXl4Hzxq5cjt9361MTfJx0tEtiq+eeb6V8dpS9B3N6lNwsLcdnYlk4vwWsIq/3HyNj0TluMGfQKvuxKbw2vhnJonMVtfXcy8rzA2OAugY9yJ2yAyP6xoVeF407yvsWluzJGI3JVCuAb6WbefpFm73crM9MK84t10zJ3LItyrr/IKsH5cXt+Qfhc98uCvcRWS/IxlOkQ/gcQuN5tqsH1kX9gNZmkslw5qtpQD0XzruCfU8+/oXbo5tW8m9Xh9tFumkLrJuAcz9V87vC501ROzfQXEDJfEiGS48BNovP5yplT/ahnfPxVHPP0Oc7/URc97Gt4TLQv2TbwlkYGqe0GQNyY7QMVAuySEXLX0bjvTIXKKxZFS7swVlt0hrOASsqfRNq56ky55cTwttsR8PzIjUXTclYRrlo2jWbGxuPGuudi8/OJaKFyfefxpTuQ9Oxsah8TQvmfF42HJ6r2tX4mzZux664PHP/2jXhvjVV8qPLuUfnwFiizWNRbl36OL7PauvC8+tsKv7eklUy8SwYz9H9Bu26Ust8TRaF7/+ZZpw5bMG9NtuM89aK/eH7YQnKAHTxOeCXX365vOhFL5I3vOEN+UpuN9xwQ/RrEdFT+DDti1/8olxwwQXy+OOP52u2vvWtb5WmMm5cEhEREREREREREREdy4477jhxzsns7KykaSrr1q07oLxYLOb35vkwjahCHqZ5L3nJS/L/3nvvvfKOd7yDD9OIiIiIiIiIiIiIiCK9853vzP/b3d0t1113nbzrXe860ptUmfyqQsrqcjQH3JflPUzb68Ybb5xrFSIiIiIiIiIiIiIi2o9fBc7bsGGD3Hzzzfv+TEQL4GHaQmYbG8SWWEM6HVEyScC6ya4zvA5w7tHHg0VZGetAi7aWM3q6rKyLDF+3oTZ6jeh0ZDRcd4mSx1WIz4UxIJME5TLk5VvDOXCZkuuDsnmS9kXReUlovXPPTuyGbQDJ0GsrWVlPGb/GeWhNapRpVIW7Q5RFp2U4obXitXbeeP/OYFkRrOduEuXcrQWfB9YUMQWwr8DretmmbeHXVc4/uwr0A6D/ULNOFGjdfGPx3rLrVgfL0o1bcV20L5U8JPgbREq/ljSG14p3xfAa884p6/HPkalKxJiDzzWj9DUGZAaIlicKcjLh8dD6T5BVqWWCZiCvUeu3UP9itD4PnGMWnCP5+/b1x+dTgvaWLArnMuRaQUZCN84xdd290TmSksXnmKK5gJrLgbK0lP0soT4xw2PSXPnzyJhkzuNQqmRlIMkm3C+bpeF8vCLIJEF9o1dA2WVlzJG08y8DeVyF5eGcGy03Rs1PBZkjMKNWyUnR+lo0B9ayAu1WkL8DayqZw4mNnj87Zf6C+nn0eY2/nouPaCGiY0xhJcgvA/cP0FiuZoYqeZPwdbUx6tR14bI+PMdA+ZvqmDweHpMFlSnzjKSuNTpvTbtedZmNu2/ooXuhSubr7KnhHFPzs6H4+xEZPkZou7Tji65FHDgGc8kxPfHEE2XTJpyRR0RH1lFy95uIiIiIiIiIiIiIiIjo6MOHaUREREREREREREREREQBfJhGREREREREREREREREFMCHaUREREREREREREREREQBOH3+GJOOjosxVQf9vSkc/Hf7Kw6EA0oLixfFb5ASHo/CXjMluL3QuThYVgRh5OnAIN6msfH48FIflB0CwsZz0zNRwd05Y6JDcbPdIIwXhLHmdSenwoUN9bguCMXVwtelvi5YlPb2wapJZ0e4sIjDWkP7w/jTQjm8c+E6FolLAm0DnNtae0PB8045P7OZmbiwZ79bt+2IOtboPXOg3CpB0jjwV2kz0+Hz3iht1TXVBsuscgxMUzjQ2YB2rAURu6ISnL29K+p183JwjEw97iNsc2N0W4XQNrsyXrcE29Ag1h7cb7ip6fgA7mWL47enNRw4nZsBwdLg/HODw/Bly2nnFoxD2hiFjjXsA7QwcqWPEBAKXuzrh1UL4BhlE7uj97NV2luxtz9ubnMIc0wEbZdD56MvD8ybnFPGjnnkJsL9dtKitLckPGYbbTxHQN3pc0+BVat/+mCwzLa34fe14fcttLdLNDB3yYtBO7c14TF3zz8A+1k5BujaSYPajFXmzym4PtKuUwqL26LGnXKp87lQPYf7ACI69piOdjG29HVeunVH3HWFcj0jaB67cxesiuYy6nXUhq3BMrNiKa4L7hlo91rg3LumJvrzauObmQ5fH7nZIqybtDTEX5+j+2HKvqpaHz7n8Bbj+5LafkZzFDQ39ezalcGybBTcC1XmYzSP/K7m7p4/3Jcl8ZtpREREREREREREREREFOX666+XtWvXSm1trTznOc+RX/ziF/Df33LLLXLKKafk//6MM86Q2267bV/Z7OysvP/978//vqGhQZYvXy5vfvObpasr/EvrTwU+TCMiIiIiIiIiIiIiIqI5+/rXvy5XXHGFfOhDH5L77rtPnvGMZ8j5558vvb2lv/F71113yZ//+Z/LJZdcIvfff7+8+tWvzn8eeuihvHz37t3563zwgx/M//uNb3xD1q9fL3/yJ38iRxIfphEREREREREREREREdGcffKTn5S3vvWtcvHFF8tpp50mN9xwg9TX18uXv/zlkv/+M5/5jLzkJS+R9773vXLqqafKRz7yEXnmM58pn/vc5/LylpYWueOOO+TP/uzP5OSTT5ZzzjknL7v33ntl27ZtcqQwM20/xhoxJfKz4BrRfgnRMtbJT1qaw6+r5Piko2PBskIHzldws7NRGQkop83LxsPrBGvQutfFXT2wbmHd6vDrjozCugatXwwyOTy7cnmwrLhhI64L9nO2A39lFa0/rWbToddVMnSKu7qDZYW1a2DdLJBzNN+ZDmb3lBhbeh8kTU1x2R9KTpNdFT4PchtBW24IZ9hp24xy94wSnQfXmVfOoSLKZFTygdAa5Qbk+eUvvX5LuEw5d90AzpGMhdbFV2n7CuRSpcM4Zwtl7GgZfyirDeUeuHnOTJP6Wt9RHvw+YD16bW1/M4bHVZSxqY31rhhe3d9WV0VnPiC2DrcZC7LaMpBxqp1/2aSSUYj6Uy3DCfQ/SSOejwmYFyWLcAZXOjQSrqvNqbrD2Rq2Vsm4AMcIjbn5doHxQ8twSkLn5Dy3Y1NTLcYEMlNRjoqScWdPXhcsc7tw/qvUxfXbWWJwOcokUeaieDzHAzrMMxkr43ha/HkF5LOUQ8tqQ9mrKjQHsXhMdktAP6CND2Vk0zmQIwnz45wVOTyHiIgqVHHTVj9ozPmaBuVI2cZw3pZnYq85PDBca/foTBXIpA3kxh4KLUc3HQNzUSXLC2VkateycJypw+OMQcdQOUaZMr9BtCy36NwzZX4C95WSTbd73aJgWe0WkHXv59dlfFyiI2109MC2XlNTk//sb2ZmJn/IdeWVV+77O2utnHfeeXL33XeXfF3/9/6bbPvz32T71re+FdyWkZGR/NlNa2urHCn8ZhoRERERERERERERERHts2rVqvxbYnt/rr322oP+TX9/v6RpKkuWLDng7/2fu7tL/5Ko//u5/Pupqak8Q80vDdncHP5y0uHGb6YREREREREREREREVFF8t+GNfGLdVHg28Xbt28/4OFVjfJN28NhdnY2X+7ROSdf+MIX5EjiwzQiIiIiIiIiIiIiIiLaxz9I074JtnjxYkmSRHp6Doxp8n9eunRpyTr+7w/l3+99kLZ161b50Y9+dES/leZxmUciIiIiIiIiIiIiIiKak+rqajn77LPlzjvv3Pd3WZblfz733HNL1vF/v/+/9+64444D/v3eB2kbNmyQH/7wh9LejvPMnwr8Ztp+THVVyZD0bHQ8+jWLj23C/8CFw66TpqboJ6EOBJlroZwo+FSU0G8tJD2WReHqPuh1286ofayG3KMyf4zawoGHhSWdsK7bHQ7yTZUg82RRS7DMlnMMMvx96EJnR7hQCXo1gSB744xIOAN2ztzwqDhbOq3YNIfbVNrdEx9UK2UY3x39vr7PCpbV4q9dwyDp9nCwbg4EILviLH5fcI6hNuFloF+zRZzoC/s1EGC8p9hEHZ+8HLyvKVRFf96kEYduS004sTvr6YVVbV1dsMxlWWTEeITxSRGbzrlPF9QHamMjOJ5uN26r0ZTPg+YCBoTFe+ngcLiuMlZkM7hPj/5MZbQ3MfgccyBQXgsjR7K+gejPa1Yuw3XBMUJtUQt9L3QuhnXTQD+eOdyHz5nzfX7pft/U1Qar2bweeNnq8LzQpFl8XXD+VX//XomF+vM9GxXeZlfEn8egObLS3uAmoXHTazow3+AA/YOwqj3rtGBZ9sCjsG5y6knBMlPEY7LZuSv8vtr4sGl7sMy2t8G6GXhfbR6RoLk3mPvYbEakjG6ciBYgPyYExgXbsThq/pX19kVf+6lzejCG2dUrYNXioxuir8FQuVnSgftsMH/RxhkL5vWZch8OjvfKdbLMhud+6YAynreEvx2i3UeF9zLQ9YB2b0a5PipH/SNgPD9xTbDMpNMijxymjSI6ilxxxRVy0UUXybOe9Sx59rOfLZ/+9KdlYmJCLr744rz8zW9+s6xYsWJf5to73vEOecELXiCf+MQn5OUvf7ncfPPN8qtf/Uq++MUv7nuQ9qd/+qdy3333ya233ppnsu3NU2tra8sf4B0JfJhGREREREREREREREREc/a6171O+vr65Oqrr84fep155ply++23y5Ile34Jb9u2bWLt7x7+//7v/77cdNNNctVVV8kHPvABOfHEE+Vb3/qWnH766Xn5zp075Tvf+U7+//619vfjH/9Y/vAP/1COBD5MIyIiIiIiIiIiIiIioiiXX355/lPKT37yk4P+7rWvfW3+U8ratWvFKSuWHAnMTCMiIiIiIiIiIiIiIiIK4DfT9mMXt4m1B+cMFbd3wXoolyIbHcPvuSicueXGlDWGa2qis0Hg2tVlSNrCWUtFJT8BrfOczRYPW6ZRYXln1PrR3o6XhdfMHjsB5yc0bQjn1bQ/jHMqdj4rvC6sVSIuWv54z/qypQz99JmwbgIirdoexfuqWL+29N/PTol8+xsyX9zUlDhTev1109oSvXY6zFLqwWvFo3W7ndZHLF8aLEs3b43PLwRtJhsKZ/jkr90QzvHJBuPXc0/HcZ9na8L5OhpbXx8smzj/DFh3fHl4Xy5arzQ4oGoU99OjJ4Zz0UaOx+vIr/5+eF8Onl+6Le7VtD3clvvPCJ/LqV/L//qbZb5kU5OSmXRu+Xe+T18WzvEponxNf56ArEE05nrpMG43IYWVOPMhA1kF2lgP+4EE/z4VzBtQMi7QHMM247w/UwX64v2WhCglGx4BL6xk+oHPZNvao7PLsq07YF3bEX5tAzLg9vyD+JzC0LlhXCqiRGvMic8vK9GO95VF5TOKFJvC7bFKmffZ8fA4lYE2Y+uVPkDJu4XKyDazjQ3Rdd1QGj2P2H1yeA5co/S1Ag5v7+XnwKqnvyEcOvLbG8NZbF7z1vDcPKvG7SmtDh+jnS/E11Vrvx3OTux9Js56WHZ3+Hx1hfA2F4tTIgf/8i8RHcMKK5dKocT9Li8F2Y5ahmt0JqhyT8qgYWgMj7mF49cFy1Jlboa2OWtSrke7sugcMHSNo43JKEfZKffSUNb24EXPhlX7zgnPI1b8AM9tRo4H9/+UO9Xtj4Tfd+gkvK86Hghf646txPeEOn8avpfW9TFwn2O3FXk9fGmaL/5bTEfhN5kqFvdlSfxmGhEREREREREREREREdHR+DDt2muvld/7vd+TpqYm6ezslFe/+tWyfv36A/7N1NSUXHbZZdLe3i6NjY1y4YUXSk9PzwH/xgfYvfzlL5f6+vr8dd773vdKsTifv1ZLREREREREREREREREx6Ij+jDtpz/9af6g7J577pE77rhDZmdn5cUvfrFMTPzuK9vvete75Lvf/a7ccsst+b/v6uqSCy64YF95mqb5g7SZmRm566675Ktf/ap85StfkauvvvoIfSoiIiIiIiIiIiIiIiJaKI5oZtrtt99+wJ/9QzD/zbJ7771X/uAP/kBGRkbkS1/6ktx0003ywhe+MP83N954o5x66qn5A7hzzjlHfvCDH8gjjzwiP/zhD2XJkiVy5plnykc+8hF5//vfLx/+8IelGmV+PEnWPyiZqZ772sYg80jLWJFCeD3fdAxnKSVNTeH3VfITbCF86Iu9fdGZRW5SyUuKpB2D2P3kpavCmQ/mN4/DujPN4bK/fRHOAfv4Y68NllWN4fwxycLndZUS2bFzVzjXrtCC18NtDS+lLruX4O4klPGUTlmRb8u8ySanSuYseaZvICq3xnO7wutjZ7t3w7pJezijowi2ySs0N0VlFKptEWXKgP4hrzoUziVKGnEeEpJNKflP1eE1zA3IuspfG2TZTCzB66pXj4bbRTKNs3lmm8E2z+K6xbpwv9eySckYmAl/O3tysdKfmvA21/eF3zedmd/1tLPdPjPt4M+RtIazRrXsIW0sQZkC2SQIjVSg3DO7PJylo2UgpCMgI0zJgjRK7hnKbSh0hsfNfLsGw/lxs08PZ1jkr313OA/JFZWxMbIf9jKwHnyxuxe/dkN99HmTdh242sKhZvhpij29cZl4870uvs91C7XJReEcU6u01ar7wfxs3Uq8TbvDY40B+Zra3FqUeTtSWLY0qv/QsvPQ2KeNq3YF7puSmSw628WOhedNM3+If9fzZ/edHCxbsw33EXW/DU9kp04OHwOvaiw8Plhl/lzbFf686e/j+WdhNDyfGzshfCFSVOYYRHQMysdkM+d+2zSFr+9SZY6E8se0sSIB8wSU8+XNrApfJ9uNm6OvJZJJPM44kP2rzSMMun6vwtfnBuTaFbvC9zG0vLy6/uWwbv3W8HbVjODs3477w2VDJ+PjO9kWPncKyiXbFKhbNanMgyfC4/noAMhlnVTy7ImoohzRh2lP5h+eeW1tezoh/1DNf1vtvPPO2/dvTjnlFFm9erXcfffd+cM0/98zzjgjf5C21/nnny+XXnqpPPzww3LWWWcd9D7T09P5z16jo+HgeCI6OrEdEy0MbMtElY/tmGhhYFsmqnxsx0RERAt0mcf9ZVkm73znO+W5z32unH766fnfdXd3598sa33Sb6H7B2e+bO+/2f9B2t7yvWWhrLaWlpZ9P6tWrTpMn4qIDhe2Y6KFgW2ZqPKxHRMtDGzLRJWP7ZiIiOgYeJjms9Meeughufnmmw/7e1155ZX5t+D2/mzfvv2wvycRzS+2Y6KFgW2ZqPKxHRMtDGzLRJWP7ZiIjlXG8We+f+goXebx8ssvl1tvvVX+8z//U1au/F3OwdKlS2VmZkaGh4cP+HZaT09PXrb33/ziF7844PV8+d6yUmpqavIfIqpcbMdECwPbMlHlYzsmWhjYlokqH9sxERHRAn2Y5pyTt7/97fLNb35TfvKTn8i6dQeG0p999tlSVVUld955p1x44YX5361fv162bdsm5557bv5n/9+Pfexj0tvbK52dnfnf3XHHHdLc3CynnXbavGynBWHkT3yQcNF+a1WXLO8Ph3ImT1re8qC6IKDU6DOs8Pu2gKDXFIdZp+Pjcw+7P4TQ1HQUh7qj1zbNTbjueHg/ujQcmOtV74n5K+n5dTjY9n/tDL921/NwOO3k8nDd6lH8hVM3Ew4/LdbjXztwSfi1G3bgMN6JZaXDeA1uInNmClViTOn3cjNgGxfh88T09gXLstlwKH1ePhI+f43FrdWNhNe4Ny3h4Hk3PoG3aQYEAiufBwZJL93TD4ekW7ZH7wtI6V9se7jPm8ZdrRRAFnThN7id970pPA4tv38I1jVpuC9edP8ArCug66oZxlUNqNuwK3zeFIs4ZHrOfPh3iQDwTDm3k7racFlbOIw8f20QKu2Ks9HjkAVtVSYno7dJm5+gPg/2Af61wZiM5h9aoHz1b3fAutIWbpBFLeS+DAbMi2ym/EqeCfddTpk3wV/3A/tROzeSJjympYF2lDml/5+jbGZWstDuaQi3VQv2qWfAOKX9AmXW1R0uA+2x0NoSfd6X6ssOeN/B4eg5htk9GXWNkhej/diHx5nZ0xYHy2oa8Tw229EVLJva8UxY97jvhPu14ePwzePaXeG+OEvwObd7Sfi1szF8veBqZqPG3JwNnztNG8Pzy2I6zxNsIqp8M8Vgn2JOOvBe3AFGJ6KuC7WxUZ2Xg+tgN4ivo6rAHMMp82c4noPxOq/b0R4unMXXEuj63S7piJ7baMdIJPx5syo8f6kL3yKR2od3wrpZR/j4V60ofT9nr5bN4TFu5/PDx94r/lF47Gz950ZYNxsYDJbVP35csCyd1o4BEVWSwpFe2vGmm26Sb3/729LU1LQv48yv61xXV5f/95JLLpErrrhC2tra8gdk/uGbf4B2zjnn5P/2xS9+cf7Q7E1vepNcd911+WtcddVV+Wvzt3GIiIiIiIiIiIiIiIioYh+mfeELX8j/+4d/+IcH/P2NN94ob3nLW/L//9SnPiXW2vybadPT03L++efL5z//+X3/NkmSfInISy+9NH/I1tDQIBdddJFcc801T/GnISIiIiIiIiIiIiIiooXmiC/zqKmtrZXrr78+/wlZs2aN3HbbbfO8dURERERERERERERERHSsO6IP0442trNDrD14acisa1f0axolxwdlM0gRZyQ4kOGRjeE8k0JteAnMdCQcBFboxGs1C8hMQ5lo2vvCdas9lLVUhddblh094ZddsRRWXfbZnwfL/r+fXQrrNt53b7CsZe2q6DWxtZy+TpDbYRuU/J2p8GubKtydrPl16fWni9mMPCbzx+caOTP388jM4lwbc9yacOHm7bguaG+2JZw54hW3hfOFCk3hNb0zcKzy9wXtUasLs19Aho+WO5UsX4brtoQzgNINOLsMWfMl7fOa6NypZV/5TbBM+3WSju+AltGoZHmC3LDFXw73W16yLnyuu57wwvjWzW9mmq2tFmtKjKGnHQ/rZQ89Hn5NJccH5gspmUcocysFuQ72FPx5LMhXQH3yIY2dCJhjaDlgqDwbDudf5OXTU9EZcRZkNqKMprzu4nDGhalX5i89vfHbjPJih3EuRwKy+AzInssp2YO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