{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Peaks extraction methods\n", "\n", "This notebook illustrates the use of the *biotuner* toolbox with the aims to show that we can retrieve harmonic information from a generated signal using different peaks extraction methods\n", "\n", "This notebook is one step towards the exploration of biological harmonies and their relevance for the carving of new musical systems, as compared to pseudo-random generative engines." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "#### Retrieving frequency information from simulated signals using the biotuner" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "First, we will generate two signals composed of two sets of predetermined frequencies. The first one will contain harmonic frequencies, while the second will contain non-harmonic frequencies" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import warnings\n", "from biotuner.biotuner_utils import generate_signal\n", "from neurodsp.sim import sim_combined\n", "warnings.filterwarnings('ignore', category=DeprecationWarning)\n", "warnings.filterwarnings('ignore', category=RuntimeWarning)\n", "warnings.filterwarnings('ignore', category=FutureWarning)\n", "warnings.filterwarnings('ignore', category=UserWarning)\n", "\n", "sf = 1000\n", "length =4\n", "theta = 0\n", "freqs_harm = [2, 6, 12, 18, 24, 36, 48]\n", "freqs_noharm = [2, 5, 11, 17, 23, 33, 49]\n", "# set amplitudes to random between 0.5 and 1\n", "amps = np.random.uniform(0.5, 1, len(freqs_harm))\n", " \n", "signal_harm = generate_signal(sf, length, freqs_harm, amps, show=False)\n", "signal_noharm = generate_signal(sf, length, freqs_noharm, amps, show=False)\n", "\n", "# Set up simulation parameters for neurodsp\n", "n_seconds = 4\n", "fs = 1000\n", "components_harm = {\n", " 'sim_powerlaw': {'exponent': -0.8}, \n", " 'sim_oscillation': [{'freq': freq} for freq in freqs_harm] # list of dictionaries\n", "}\n", "components_noharm = {\n", " 'sim_powerlaw': {'exponent': -0.8}, \n", " 'sim_oscillation': [{'freq': freq} for freq in freqs_noharm] # list of dictionaries\n", "}\n", "\n", "# Each component (aperiodic & oscillatory) needs a variance\n", "component_variances = [10 for _ in range(len(freqs_noharm) + 1)] # +1 for the 'sim_powerlaw' component\n", "\n", "# Simulate the signal\n", "brain_signal_harm = sim_combined(n_seconds, fs, components_harm, component_variances)\n", "brain_signal_noharm = sim_combined(n_seconds, fs, components_noharm, component_variances)\n", "\n", "# plot the signals with 2 rows of subplots\n", "\n", "fig, axs = plt.subplots(2, 2, figsize=(10, 4)) # Create 2x2 subplots\n", "\n", "# First row: Simulated oscillations\n", "axs[0, 0].plot(signal_harm, color='darkblue')\n", "axs[0, 0].set_title('Harmonic signal')\n", "axs[0, 0].set_xlabel('Time')\n", "axs[0, 0].set_ylabel('Amplitude')\n", "axs[0, 0].set_xlim(0, 1000)\n", "\n", "axs[0, 1].plot(signal_noharm, color='darkred')\n", "axs[0, 1].set_title('Non-harmonic signal')\n", "axs[0, 1].set_xlabel('Time')\n", "axs[0, 1].set_ylabel('Amplitude')\n", "axs[0, 1].set_xlim(0, 1000)\n", "\n", "# Second row: Simulated brain signals\n", "axs[1, 0].plot(brain_signal_harm, color='darkblue')\n", "axs[1, 0].set_title('Simulated Harmonic Brain Signal')\n", "axs[1, 0].set_xlabel('Time')\n", "axs[1, 0].set_ylabel('Amplitude')\n", "axs[1, 0].set_xlim(0, 1000)\n", "\n", "axs[1, 1].plot(brain_signal_noharm, color='darkred')\n", "axs[1, 1].set_title('Simulated Non-Harmonic Brain Signal')\n", "axs[1, 1].set_xlabel('Time')\n", "axs[1, 1].set_ylabel('Amplitude')\n", "axs[1, 1].set_xlim(0, 1000)\n", "\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Then, we want to retrieve the generator frequencies using different peaks_functions offered by the *biotuner*.\n", "\n", "#### Peaks functions ([see the doc](https://github.com/AntoineBellemare/biotuner/blob/main/biotuner/biotuner_object.py))\n", "\n", "**fixed** : ranges of frequency bands are fixed\n", "\n", "**FOOOF** : peaks rising above the aperiodic component\n", "\n", "**EMD**: Intrinsic Mode Functions (IMFs) are derived from Empirical Mode Decomposition (EMD) \n", " FFT is computed on each IMF \n", "\n", "**harmonic_recurrence**: keeps peaks for which a maximum of other peaks are harmonics\n", "\n", "**EIMC**: keeps peaks for which a maximum of other peaks are intermodulation components " ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Fixed\n", "\n", "And now with the **'fixed'** bands method. With the specified bands, we would expect to find *2, 6* and *24Hz* for the harmonic signal and *2, 5* and *23Hz* for the non-harmonic signal" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "HARMONIC PEAKS \n", "RETRIEVED [ 2. 6. 12. 24.] ORIGINAL [2, 6, 12, 18, 24, 36, 48]\n", "NON-HARMONIC PEAKS \n", "RETRIEVED [ 2. 5. 11. 23.] ORIGINAL [2, 5, 11, 17, 23, 33, 49]\n" ] } ], "source": [ "from biotuner.biotuner_object import compute_biotuner\n", "FREQ_BANDS = [[1, 3], [4, 7], [10, 20], [20, 30]]\n", "# Initialize biotuner object for harmonic signal\n", "bt_harm = compute_biotuner(sf=sf, peaks_function = 'fixed', precision = 0.5) \n", "\n", "# Extract spectral peaks\n", "bt_harm.peaks_extraction(signal_harm, FREQ_BANDS = FREQ_BANDS, min_freq = 1, max_freq = 50, min_harms = 2, harm_limit = 1000, graph=True)\n", "\n", "# Initialize biotuner object for non-harmonic signal\n", "bt_noharm = compute_biotuner(sf=sf, peaks_function = 'fixed', precision = 0.5) \n", "\n", "# Extract spectral peaks\n", "bt_noharm.peaks_extraction(signal_noharm, FREQ_BANDS = FREQ_BANDS, min_freq = 1, max_freq = 50, min_harms = 2, harm_limit = 1000, graph=True)\n", "\n", "# Compare results\n", "print('HARMONIC PEAKS', '\\nRETRIEVED', bt_harm.peaks, 'ORIGINAL', freqs_harm)\n", "print('NON-HARMONIC PEAKS', '\\nRETRIEVED', bt_noharm.peaks, 'ORIGINAL', freqs_noharm)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### FOOOF" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "==================================================================================================\n", " \n", " FOOOF - POWER SPECTRUM MODEL \n", " \n", " The model was run on the frequency range 0 - 50 Hz \n", " Frequency Resolution is 0.50 Hz \n", " \n", " Aperiodic Parameters (offset, exponent): \n", " -31.7637, -1.0123 \n", " \n", " 7 peaks were found: \n", " CF: 2.00, PW: 36.313, BW: 1.06 \n", " CF: 6.00, PW: 35.957, BW: 1.05 \n", " CF: 12.00, PW: 36.079, BW: 1.05 \n", " CF: 18.00, PW: 35.839, BW: 1.06 \n", " CF: 24.00, PW: 35.479, BW: 1.04 \n", " CF: 36.00, PW: 35.369, BW: 1.06 \n", " CF: 48.00, PW: 35.189, BW: 1.03 \n", " \n", " Goodness of fit metrics: \n", " R^2 of model fit is 0.9062 \n", " Error of the fit is 2.4452 \n", " \n", "==================================================================================================\n", "==================================================================================================\n", " \n", " FOOOF - POWER SPECTRUM MODEL \n", " \n", " The model was run on the frequency range 0 - 50 Hz \n", " Frequency Resolution is 0.50 Hz \n", " \n", " Aperiodic Parameters (offset, exponent): \n", " -31.5186, -0.5956 \n", " \n", " 7 peaks were found: \n", " CF: 2.00, PW: 36.117, BW: 1.05 \n", " CF: 5.00, PW: 35.849, BW: 1.06 \n", " CF: 11.00, PW: 36.161, BW: 1.06 \n", " CF: 17.00, PW: 36.145, BW: 1.05 \n", " CF: 23.00, PW: 35.713, BW: 1.06 \n", " CF: 33.00, PW: 35.769, BW: 1.07 \n", " CF: 49.00, PW: 35.445, BW: 1.06 \n", " \n", " Goodness of fit metrics: \n", " R^2 of model fit is 0.9128 \n", " Error of the fit is 2.3753 \n", " \n", "==================================================================================================\n", "HARMONIC PEAKS \n", "RETRIEVED [ 2. 12. 6. 18. 24.] ORIGINAL [2, 6, 12, 18, 24, 36, 48]\n", "NON-HARMONIC PEAKS \n", "RETRIEVED [11. 17. 2. 5. 33.] ORIGINAL [2, 5, 11, 17, 23, 33, 49]\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAA3UAAAK7CAYAAABVm6ZQAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOydd5gUVdbG3+qexBCHnGFAUBRFoqIoiICCYREQzKDr7qoLyuoawIi6uuuy+4EBI4Ku66qYWVkFJYMEBZGgggRJAkMcYFKH+v7oMNXd1T3dXfdWV029v+fhYaYr9K07p+69J9xzFFVVVRBCCCGEEEIIsSWuTDeAEEIIIYQQQkj6UKkjhBBCCCGEEBtDpY4QQgghhBBCbAyVOkIIIYQQQgixMVTqCCGEEEIIIcTGUKkjhBBCCCGEEBtDpY4QQgghhBBCbAyVOkIIIYQQQgixMVmZbgCpxO/3Y+/evahduzYURcl0cwghhBBCCCEZQlVVHD9+HM2bN4fLldgXR6XOQuzduxetWrXKdDMIIYQQQgghFmHXrl1o2bJlwnOo1FmI2rVrAwj84erUqSP9+zweD+bOnYtBgwYhOztb+veR6gNlh6QD5YakA+WGpAtlh6SDleSmuLgYrVq1CusIiaBSZyFCIZd16tQxTanLz89HnTp1Mi60xF5Qdkg6UG5IOlBuSLpQdkg6WFFuktmWxUQphBBCCCGEEGJjqNQRQgghhBBCiI2hUkcIIYQQQgghNoZKHSGEEEIIIYTYGCp1hBBCCCGEEGJjqNQRQgghhBBCiI2hUkcIIYQQQgghNoZ16gghhBBCdPB4PPD5fJluBkkTj8eDrKwslJWV8e9IkkaW3Ljdbql176jUEUIIIYRoKC4uxsGDB1FeXp7pphADqKqKpk2bYteuXUkVbyYEkCs3ubm5aNiwIerUqSP0vgCVOkIIIYSQMMXFxdizZw9q1aqFhg0bIjs7mwqBTfH7/Thx4gRq1aoFl4s7jkhyyJAbVVXh8Xhw7Ngx7NmzBwCEK3ZU6gghhBBCghw8eBC1atVCy5YtqczZHL/fj4qKCuTl5VGpI0kjS25q1KiB2rVrY/fu3Th48KBwpY4STgghhBCCwF6a8vJy1K1blwodIUQ4iqKgbt26KC8vh8fjEXpvKnWEEEIIIUA4KYLMZAaEEGcTGl9EJ++hUkcIIYQQooFeOkKILGSNL1TqCCGEEEIIIcTGUKkjhBBCCCGEEBtDpY4QQgghhBBCbAyVOkIIIYQQkjKqquLdd9/FsGHD0KpVK+Tl5aGgoABnn3027rvvPuzcudPQ/Xfs2AFFUdC2bVsxDQbQr18/KIqChQsXCrunme3w+/2YOXMmBg4ciMaNGyM7Oxv169dHx44dceWVV+KZZ57Bjh07pLSZWBsqdYQQQgghJCX27t2Lc889F9dccw0+/vhjNG3aFEOHDsUFF1yAPXv24O9//zs6duyIF154IdNNrTacPHkSAwYMwM0334wvv/wSrVq1wm9+8xsMHDgQdevWxeeff477778f//3vfzPd1JRYuHAhFEVBv379Mt0UW8Pi44QQQgghJGmOHDmCCy64ANu2bUPXrl3xr3/9C2eccUb4uNfrxdSpU3H//fdj7Nix8Pl8uPPOO1P+nhYtWuCHH34QWmLizTffRElJCVq3bi3snmbx2GOPYcGCBWjevDn+97//4ayzzoo4fuzYMXzwwQdo1qxZhlpIMgmVOkIIIYQQkjRjx47Ftm3bUFhYiPnz56NevXoRx7OysnDPPfcgLy8PY8eOxZ///GcMHDgQnTp1Sul7srOzcdpppwlsOWypzIV45513AACPPvpojEIHAHXr1sUtt9xidrOIRWD4JSGEEEIISYpt27aFlYvJkyfHKHRa7rjjDnTp0gUejwfPPPNMxLHHHnsMiqLgsccew86dO/Hb3/4WrVq1QnZ2NsaMGQOg6j11GzZswPDhw9GwYUPk5+fjzDPPxJQpU+D3+9G2bVu43e6YfX3x9rKNGTMGiqJg5syZ2L59O2688UY0bdoUubm5aN++PR566CGUl5fHtOH48eN49dVXMWzYMHTo0AE1a9ZEzZo1ceaZZ+LBBx/E0aNHE/ZnKuzfvx8A0Lhx45SumzlzJhRFwZgxY3Do0CH88Y9/ROvWrZGbm4s2bdrgT3/6E44cORL3+r179+Luu+9Gp06dkJ+fj9q1a6Nnz554/vnn4fV64143f/58XH311WjZsiVyc3PRqFEj9OzZE48++igOHToEIPD3uOiiiwAAixYtgqIo4X/av7v277NhwwaMGjUKzZo1g9vtxmOPPQYgUqb0iBfmqf28vLwcjz/+OHr06IH8/Hy0bt0a999/P8rKygAEvKF//vOf0a5dO+Tl5aFt27Z47LHHEvaDWdBTRwixPgcOACdPAm3aAC7aogghJFPMnj0bfr8f9erVw5VXXpnwXEVRcOONN2LdunWYPXs2VFWNKby8ZcsWdO3aFTk5OTj//POhqioaNmxYZTsWLVqEwYMHo7S0FO3bt8fAgQNx6NAh3H///VixYkXaz/fdd9/hrrvuQkFBAfr27YvDhw9j2bJl+Mtf/oKNGzfio48+ijh/3bp1+P3vf49GjRrh1FNPRffu3XHkyBF8++23eOqpp/Dee+9hxYoVaNCgQdptCtG6dWts3boVL730EgYPHozc3NyUrj9y5AjOOeccHDp0KEK5nTJlCv73v/9hyZIlaNSoUcQ1ixcvxtChQ3HkyBG0bdsWAwcORHl5OVatWoVx48Zh9uzZ+O9//xsTInvnnXfiueeeAwCcffbZuOCCC3Ds2DH89NNPePzxx3HRRRehX79+uPTSS5GXl4cvvvgCTZo0waWXXhq+h54cLF++HLfddhuaNWuGCy+8EKWlpahdu3ZK/RCPiooKXHLJJVi7di3OP/98nHbaaVi6dCmeeeYZbNq0CW+88QbOO+88HD58GBdeeCE6dOiAxYsXY9KkSdi/fz9efPFFIe1IG5WkzejRo1UACf+VlpYmfb9jx46pANRjx45JbHUlFRUV6scff6xWVFSY8n2k+mCq7Hz7rao+9piqPvqoqs6Yoap+v/zvdALFxaq6YYOqFhWZ9pUcc0g6mCk3paWl6qZNm1Kau53GjTfeqAJQL7rooqTOX7RoUXhNtG3btvDnjz76aPjzG264QS0rK4u5dvv27SoAtU2bNhGfl5SUqC1atFABqPfcc4/q8/nCxzZu3Kg2adIkfO9169ZFHO/bt68KQF2wYEHEPbVrugcffFD1er3hY+vXr1dr1qypAlCXL18ecd2uXbvUL7/8MuI7VFVVT548qd50000qAPWOO+6IebZ47UjE//3f/4Xb2KRJE/V3v/udOn36dHXNmjUR7Y1mxowZ4evOPfdc9dChQ+FjR44cUc877zwVgHrNNddEXPfrr7+qDRo0UBVFUadNmxbxjAcPHlT79++vAlAnTZoUcd2zzz6rAlAbNGigzp8/P6Y9K1euVHfu3Bn+fcGCBSoAtW/fvnGfQfv3eeCBB2L6W1UrZerRRx/VvUe87wl9DkDt1auXeuDAAfXIkSOqz+dTd+zYoRYUFKgA1DPPPFO94oor1JMnT4avXb16tZqVlaW6XC71l19+idt+LamMM6noBvTUCeD888/HKaeconvM7Xab3BpCqhkrVgCqGvh5xw7g11+B5s0z2iTbc+wY8PLLQEkJkJUF3HhjwAtKCKmSHj16YN++fZluRso0bdoU33zzjeH7FBUVAQCaNGmS1Pna84qKilBYWBhxvH79+nj++edT8jq9//772LNnD9q0aYOnn34aLk0Ex+mnn46HH34YY8eOTfp+Wrp3744nnngiwqPYuXNn3HjjjXjppZfw5Zdfonfv3uFjLVu2RMuWLWPuk5+fjxdffBFvv/02Zs2aJSQL6Pjx41FSUoKnnnoK+/fvx6uvvopXX30VAFC7dm1cddVVmDhxIk499dS493jxxRdRv3798O/16tXDSy+9hC5duuC9997D3//+9/DzTJkyBYcOHcLYsWNx++23R9ynQYMGePPNN1FYWIjnn38eDz/8MBRFgdfrxRNPPAEAeOWVV8KhlVp69eqVdh907NgRTz75ZMTfXBSKomD69Olo0KABiouLAQBt2rTBjTfeiGeffRbbt2/Hl19+ifz8/PA1PXr0wODBgzF79mwsXLgQN910k/B2JQuVOgHceuut4fhvQohgjh9P/DtJnU2bAgodAHi9wHffUakjJEn27duHPXv2ZLoZtkENGeXiMGDAANStWzeley5atAgAcPXVV+tmxrz++uvTVuouv/zymBBRAOEkL/H+9suXL8eSJUuwc+dOlJSUhJ87JycHRUVFOHLkCAoKCtJqk5aJEyfijjvuwCeffIJFixZhzZo12LBhA44fP44333wTs2bNwvvvv48hQ4bEXNulSxecffbZMZ+feeaZ6Nq1K9asWYPFixfjuuuuAwB89tlnAIBRo0bptqVFixbo0KEDNm3ahC1btqBjx4749ttvUVRUhIYNG+Kqq64y/LzRDB06VJrDpHXr1ujcuTP8fn/E5x06dAAQUPj19jOGju/du1dKu5KFSh0hxNp4PJG/W2Azsu05eTLx74SQuDRt2jTTTUiLiHafPAmcOAG43UC9egGPfZKE9jmFknZUxYEDB8I/R+/XApBWYfHdu3cnvLZevXqoW7cujh07lvK942XHrFOnDgCEE2aEOHDgAIYPH46lS5cmvG9xcbEQpQ4IPN/o0aMxevRoAIG9ch999BEeeugh/Prrrxg9ejR++eWXCI8SgBgvafSxNWvWhPsWCCTFAYALLrigyjYVFRWhY8eO+OWXXwAAp556qq5ynDKqWhmtg/TkJVni/e1r1aqV8HhoT1+0bJgNlTpCiHVR1VglLlrJI6kT3YfsUzHs2AF88QWgKMCllwI2Tp1O4iMihDGjeL2BEGwA8PmA4mJAE45XFd27d8dbb72FNWvWwOv1IqsKhXDVqlUAAuF6egvyGjVqJP3d0SRSGtJVKFIN67v11luxdOlS9O7dG5MmTUKXLl1QUFAQ9iA2b94cv/76a5UeSyMUFBTglltuQdeuXdGtWzccPHgQy5Ytw8CBA1O+l7adIY/ViBEjULNmzYTXiUgEE4PfDxw+DFRUAEGFyYi8RHvgoqnqby8j5FMkVOoEsGDBAqxfvx7Hjx9HgwYN0KtXLwwZMiTlrESEkCj0vHJUQIxDpU48fj/w4YeBBTIAfPQRcOedAQWPECsR/b5XVKR0+RVXXIF77rkHx44dwyeffILhw4fHPVdVVfzrX/8CED+sMR1atGgBIFDyQI9jx44JLSUQj5MnT2LOnDlwuVyYM2dOTHmHkydPmrr/smvXrmjYsCEOHjyIgwcPxhzfvn173GtDfandH9iqVSts2bIF999/P3r06JFUG0LerM2bN+tmO02JsrJK+axCIQMCoa5AoMyEHiEvYnXF2iqnTXjzzTfxz3/+E6+++ir++te/YtiwYSgsLMTnn3+e6aYRs1m1CvjnP4HXXgN0BlSSInpKHcMvjcOQVvEcP16p0AHAkSOV+xYJsRIGPUbt27fHyJEjAQD33ntvQuVp2rRp+P7775GVlYV7773X0PdqufDCCwEAs2bN0q0P9vbbbwv7rkQcO3YMPp8PderU0a3X99Zbbwn10FV1r6NHj4YTfOglb/n+++/x/fffx3y+ceNGrFmzBi6XK9y3ADB48GAAwHvvvZd0G3v06IGGDRuiqKgIH3/8cVLXhJSxmL9linNTSNn/4YcfdI+H9ghWV+ipM0CXLl0wdepUXHzxxWjdujVKS0uxbt06PPbYY1i+fDmuvPJKzJ07N6bIYYjy8vKIQpahF9Hj8cBjguU89B1mfJcjOHoUrtmzAz8fOQL188+hxtlcbHdMk52SErh8voiP1NJSqJRZQyhlZVC0/VpWBj/HHGPoyKq/tBQILlZI+pgpNx6PB6qqwu/3VxmqZVtUFYpWOfD7oab4rM899xxWrFiB7du3o3///njjjTdwxhlnhI97vV4899xzuP/++wEAf/3rX9GpU6eIPg0pKKH+1kP7ufbn4cOHY8KECdixYwcmTpyIp556Khwa9+OPP+Lxxx+PeuTY74j+G4faE+9vH/pMe69GjRqhoKAAR44cwRtvvIEbb7wxfP6KFSswYcKEuN9X1ed6nHPOORgzZgxGjRoVkcESCCTwue2221BRUYE2bdrgnHPOCd9X2/bbb78dn376aXh/37Fjx3D77bdDVVUMHz4cLVq0CJ9/zz33hB0XjRs3xtixY8MKWIjt27dj2bJluOGGGwAEQhQnTpyIu+++G7///e9RUFAQoSgCwOrVq9GsWbOw4tk8mNF6y5YtKC8vD4euKn5/jBEiUX/169cPLpcLX3zxBRYsWIC+ffuGn/v555/HBx98EHGfeD9Hy6be315LMrIc/QyqqsLj8VSZ9CWVcY9KnQH+9Kc/Rfxeu3ZtDBw4EAMGDMBVV12FTz75BOPHj8d3332ne/3TTz+NSZMmxXw+d+7cmM2tMpk3b54p31Pw449o9P338OXkYO9556FUJ4OQnam1ezdabNkS/t27Zw+2CiqIaVVky052cTHaafoUAA5lZ+MgM2AaouU336Dmr7+Gf/fu2YOtc+aY9v1mjTlmknvkCNpGyer2//0PFcHkCsQ4ZshNVlYWmjZtihMnTqAixbBEu+AuK0NWVEKH8mPHUgoVzsrKwmeffYYbbrgBa9euRZcuXdC1a1e0bdsWpaWlWL16NQ4ePIicnBw8+eST+O1vfxs2XIe/M2jULi8vjzkW4sSJEwACi+Doc1566SWMGjUKf//73/HBBx/g7LPPxtGjR7F06VIMGTIE33zzDXbv3o3s7OyIcLyQN6ikpCTinqHFc1lZmW57QkkwPB5PxPF7770XEydOxJgxY/D888+jTZs22L17N1atWoWRI0di+fLl2LVrF06cOBFxXbx2JGLz5s0YO3Ys7rrrLpx++ukoLCyE2+3Gr7/+im+//RYejwcFBQV49dVXUaKJFAi1ffDgwfjhhx/Qvn17XHDBBVAUBUuXLsWRI0fQvn17PPXUUxFtqVOnDt566y2MHj0a9957L5555hl06tQJTZo0QXFxMTZv3ozt27ejR48eEYXox4wZg/Xr12PGjBm46KKLcNZZZ+GUU07B8ePHsWXLFuzYsQOzZ88OJ5+pV68eunbtirVr1+LMM8/E2Wefjby8PDSsXRt/uftuAIAvaDSL9/cBgLp16+L3v/89XnrpJQwcOBC9e/dGQUEBNmzYgN27d2P8+PGYMmUKvF5vxD1CfRX9eUhu4v3tQyQjy1oqKipQWlqKxYsX63qatZSkEPFBpU4CiqJg0qRJ+OSTT7Bu3Trs2rULrVq1ijlvwoQJuDsorEDAU9eqVSsMGjQoLOgy8Xg8mDdvHgYOHKibElgoJ07A9e23QLt2AIDTfD6oOul2bc369XBpY+dr1MCp1e0Zg5gmO/v3w7V5c8RHp3TvDnXQIHnf6QCUoiIowWxeAID8fFNk1dQxx2x27YJr69aIj9r37Qs0a5ahBlUfzJSbsrIy7Nq1C7Vq1UJeXp7U78oUitsdSJCiIbdOnZT3f9apUwerVq3Ce++9h3fffRfffPMNNmzYgLy8PLRp0wY33XQT/vjHP8bNVhjKO5Cbmxt3zRPKOuhyuWLOufzyy/H1119j0qRJWLx4MebMmYN27drhySefxLhx41C3bl24XC4UFBSgdu3a4b1docQu+fn5EfcMyVZeXp5ue0LykJ2dHXH8/vvvx2mnnYbJkydj06ZN+PHHH3Haaafhueeew2233Yb27duHn0V7Xbx2JGLJkiX46quvMH/+fPz8889YvHgxTpw4gTp16qBnz54YNGgQbr/99nCG0ui2N2rUCDNmzMAjjzyCOXPm4MCBA2jSpAluuOEGPPLIIzHePyCgCG7YsAEvvPAC5syZg7Vr16K8vByNGzdG69atceONN2LYsGExz/Daa69hxIgRePnll7Fy5Ur88MMPqFevHgoLCzFmzBice+65Edd8+OGHmDhxIhYuXIiPPvoIXq8XbVq1wj8mTgRQWfc53t8nxPPPP49TTjkF06dPx6pVq1CrVi2cd955eO+991BcXIwpU6YgKysr4h4hR0roc1VVcfz48bDcxPvbh0hGlrWUlZWhRo0auPDCC6scZ5JV+AFAUWWm43EwFRUV4T/y8uXLIwpVxqO4uDicgtcspW7OnDkYMmSI/AXWjh3AzJmVv2dnAw8+KPc7zWbNGuDTTyt/r47PGMQ02dm9O7A/UUuPHsDll8v7Tifw6quAttaSSbJq6phjNtu2AW++GfnZb38L6Bj0SGqYKTdlZWXYvn07CgsLq61Sh+LiQDkDLU2bAhbP7JcKixcvRt++fXHmmWdi8eLFqFOnjuUzF8pk5syZuPnmmzF69GjM1K7FrM7hw+GslwACpTdMiPIKeYZlyU0q40wquoFzJVwyhw4dCv9cu5qH4CWFXra96mZP0Eu9X92e0WyY/VIOTngfzYaySuyC3rtuw/e/qKhIN5vjhg0b8Lvf/Q5AIAyQ2JhoubShnJoJwy8l8c477wAIhCeceuqpGW6NBdBb3Ph8KRU8tTxOeEaz0etTZmo0Trx+rW7eMzPR61MqdcQu2HCxvHHjRlx00UU4/fTT0a5dO9SoUQPbt2/HmjVr4Pf7MXDgQIwdOzalPUnEYlCpSwl66tLku+++w6effhqzwdHv92P69OmYGIwBvvPOO6tfmFE6OMGK7YRnNBsulOXAUhHioQGC2IVq4qnr2LEj/vjHP8LlcmHZsmX46KOPsHXrVpx33nmYNm0a5syZU2VhdGJxqNSlBKU9TXbs2IGrrroKBQUF6NatG5o0aYKjR49iw4YN2LlzJwDg2muvxaOPPprhlloEJyx44ikgNWqY35bqAhVlOVBWxUNZJXZBL+W6DRfLzZs3x/PPP5/wnGpbliJFxowZY89QVCp1KUGlLk26dOmC8ePH45tvvsGPP/6IZcuWQVVVNGnSBCNGjMDNN9+MIdU082FaOGHB4wTF1WzYp3KgB1Q87FNiF6qJp444gHiymmKmVqdApS5NCgsL8X//93+ZboZ9cMKCxwmKq9mwT8Xj98ekMwfAfjUKDRDELlCpI3aBSl1KcE8dMQcnLHicoLiaDftUPPHeu+r2PpoNDRDELlCpI3aGshoXKnXEHJyw4GHyCfE4wRhgNvHeu+r2PpoNDRDEznChTKwIDRApQaWOmIMTFjxOeEazcYIxwGyo1MmBBghiF7hQJnZAVSmrKUKljpiDE7xYVOrEwz4VT7z3jv1qDBogiF3gQpnYGcpqXKjUEXNwwuLcCYqr2cTrUw7q6RPvvaOsGsMJYxypHlCpI3aAMpkyVOqIOThhweOEZzQbvf5TVf3sjSQ5GH4pB4ZfErtApY7YgXgySVmNC5U6Yg5O8GIx/Eo8VEDEw/BLOfD9J3aA+5SIXaBSlzJU6og5OMGLRUu9eJh+XzxUlOXghDGOVF+4UCZWg0pdylCpI+bgBCs2F3XioQIiHu6pkwPff2IHBC2U27ZtC0VREv6bMmWKoaYuXLgQiqKgX79+McdC35EKY8aMCV939tlnJzx39erVEc+ydOnSlL4rXUL9umPHDsP32rFjBxRFQdu2bVO6rl+/flX+bcePHw+gsk9nzpxpuL0xUKlLmaxMN4A4BCd4sZyguJoNQwXFwz6VgxNCzIn9EbxQPv/883HKKafoHjv99NPTuqcZrFu3Dt9++y26d++ue3z69Okmt8h6dOnSJa7y26tXr4TXzpw5EzfffDNGjx6dvsJHpS5lqNQRc6juVmxVdYbiajb0KomH3k85VPcxjlQPBC+Ub731VowZMyb99mSAHj164JtvvsHrr7+uq9SVlpbinXfeQbNmzeB2u7F79+4MtDLzDB06FI899ljCc55++mk88MADaNasmfgGUKlLGYZfEnOo7l6seNkYq9MzZgJ6lcRDpU4O1X2MI9UDLpRx2WWXoUmTJvjPf/6DsrKymOPvv/8+jh07hptuuglutzsDLbQPzZo1w2mnnYa6deuKvzllNWWo1BFzqO5eLHqU5EAFRDxMPiOH6j7GkepBBhbKVe27mjlzJhRFMc3jl5WVhRtvvBFHjhzBRx99FHP89ddfBwDccsstCe/j9Xrx0ksv4bzzzkPdunWRl5eHDh064M4778SePXviXrdp0yZcffXVaNiwIWrUqIHOnTtj8uTJ8FVRqsfr9eK1115Dv379UL9+feTm5qKwsBC33347du3alcSTi0fvb9u2bVvcfPPNAIA33ngjYi+e3v7IuFCpSxmGXxJzqO6hSVQ+5EBlWTyUVfHEC79mn1YvVBUoKcl0K4wRz/PksIXyLbfcgsmTJ+P111/HtddeG/5869atWLRoEc4//3x07Ngx7vXl5eW4/PLL8eWXXyIvLw8XXXQR6tSpg+XLl+O5557Df/7zH3zxxRfo1q1bxHVLly7FpZdeipMnT6Jdu3YYOHAgDh48iIkTJ2LFihVxv+/48eO48sorsXDhQtSqVQvdu3dHo0aNsH79erz00kuYNWsW5s2bh65duxrvHIOMGDECK1aswLJly9C+fXv06dMnfOy0005L/kZU6lKGSh2Rj9+vH55YnRY8DBOUA/tVPFTqxOP36y80PJ7A5ylm6SMWpaQE+PvfM90KY4wbp/+5wxbKnTp1Qu/evTF//nzs3LkTrVu3BgDMmDEDqqrit7/9bcLrH330UXz55Zdo3749vvzyy3CGSY/Hg9tvvx3Tp0/HiBEj8OOPPyInJwcAUFZWhuuuuw4nT57E+PHjMXny5HB45/fff4+LL74YBw8e1P2+2267DQsXLsTll1+O6dOno3HjxuFjU6ZMwZ/+9CeMGjUKP/zwQ8ZDRidPnoyZM2di2bJl6NOnDxOlmAjDL4l8nBDuRY+SeFSVSp0MqNSJJ1HfVRFSRYipCF4o33zzzbop71MKs8sQt9xyC/x+P2bMmAEA8Pv9eOONN1CrVi2MHDky7nVlZWV44YUXAAD/93//F1EyIDs7G88++yyaNGmC7du34/333w8f++CDD7Br1y60atUKzzzzTITyddZZZ+HBBx/U/b4ffvgB//nPf9C8eXO8/fbbEQodAIwfPx5DhgzBli1b8L///S/lfojHpEmTdP+2qZZISBsqdSlDTx2RjxMW5k54RrNJpBBTWU4fJxhZzCbRe+7xAFmcaolFMKmkQUphdhli1KhRGD9+PGbOnIlHHnkEX3zxBXbv3o1bbrkFNWvWjHvdN998gxMnTqB+/fq44oorYo7n5+fjmmuuwdSpU7FgwQJcd911AAJ19wBg5MiRyM7Ojrlu9OjR+NOf/hTz+Zw5c6CqKgYPHozatWvrtqlfv36YM2cOli9fjssvvzyZx6+SeCUNGjZsKOT+aUOlLi6caYh8nOAZcMIzmk1VC2WSHpRV8SRSiD0eoEYN89pCSCJY0iBM7dq1MWLECLzxxhuYP39+0glSQklQCgsL457Tvn37iHMBhEsjxLuuoKAAdevWxbFjxyI+37ZtG4BA7byq6ucVFRUlPJ4KyZQ0kAo9dSlDpY7IxwmhiU54RrOhUicHKnXiSdR3HAOqD/n5wL33ZroVxvD7gePH9Y9laP+n3+83/TtD3HLLLXjjjTfw97//HQsWLMCpp56K888/P2Pt0SPUP2effTa6dOmS8NxzzjnHjCaZA5W6lKFSR+TjhNBEJzyj2TD8Ug6UVfHQAOEMFAVIEJZnC+IpdIA0pS6UKOR4nO/+5ZdfhH9nslx44YU45ZRT8MUXXwBAOBV/Ilq0aAEA2L59e9xzQt610Lnan3fs2KF7zdGjR2O8dADQqlUrAIFQ1+eff77K9lUbqNSlDBOlEPk4wTPghGc0Gy6U5UCvsniqCr8kxCokWhBLWiyHlJkffvhB5ytVock90uG2225DgwYN0LhxY9x0001Vnt+jRw/UqlULhw8fxqeffhpzvLS0FO+88w4A4KKLLgp/3rdvXwDAe++9B4/OuPDmm2/qft/gwYMBAJ9++qlusXQrElLkvUbmFSpvKUOljsjHCYkZuFAWDxfKckhkgOAkmh4MvyR2IQNK3YABAwAA//rXv7Bp06bw5x6PB/fffz9Wr14t5XuT5Z577sHBgwexf/9+NGvWrMrz8/Ly8Mc//jF8rdbT6PF4cNddd2Hfvn0oLCzEiBEjwsdGjBiBFi1aYOfOnZgwYUJE2OmGDRvw5JNP6n5f165dMXz4cOzatQvDhg3T9fSdPHkS//73v7F///5kH1sqLVu2BICIv3fK0FOXMgy/JPKJt+Dx+QLx/a5qYFuIt3CrTs9oNlwoy6GqsFadrGykCuhVJnYhA0rd+eefj9/85jf45JNP0KNHD/Tp0wc1atTAmjVrUFxcjLvuugtTp06V8t2ymDRpEr755ht89dVX6NSpEy666CLUrl0bX3/9NXbu3IkGDRpg1qxZYY8VANSoUQP//ve/MWTIEPzjH//Axx9/jJ49e+LQoUNYuHAhrrjiCnz77be64agzZszA0aNH8b///Q+nnnoqunTpgsLCQqiqih07dmDdunWoqKjADz/8gCZNmpjZFbqce+65aN68OdauXYtu3brhzDPPRHZ2Nk499VTcm+y+VCp1KcOVJpGPExY8TnhGs2GfyoH9Kh56lYldyIBSBwDvvvsuHnroITRr1gwLFy7EihUrcMEFF2DNmjW6afOtTm5uLj7//HNMmzYNXbp0wZIlS/DRRx8hOzsb48aNw7p169C9e/eY6/r27YuVK1di2LBhOHLkCD766CPs3r0bjz/+ON59992431e7dm3MnTsXb7/9NgYMGICdO3fio48+wvz581FaWorrr78eH330UTjrZqbJycnBF198gSuvvBK7d+/GW2+9henTp+Ozzz5L/iZU6lKGnjoin6o8A7m55rVFFk54RrPhQlkO9ICKh31K7IIgpS5eso945Obm4oknnsATTzwRc6x9+/a6ZRH69esHNU6b4n2eiJkzZ2LmzJkpXZPoObOysnD77bfj9ttvT+menTt3xgcffJDy97lcLlx77bW49tprk/qetm3bptVPoXp6yZCoTzt37oxPPvkk5e8PQ6UuZeipI/JxgmfACc9oNlwoy4HKsnj4/hO7kCFPHSEpQ6UuZajUEfk4YRHJRZ14nCA3ZqOqlFUZUFaJXaBSR+wCZTVlqNQR+TjB48KaauKh8iGeqmSR/ZoeThjjSPWAC2ViFyirKUOljsjHCYtzJzyj2XChLJ6qZJH9mh58/4ld4EKZ2AXKaspQqSPycUJoEj114nGC3JgNPXVyoKwSu8CFMrELlNWUoVJH5OMEjwst9eJhn4qnqn5jv6aHE8Y4Uj3gQpnYgapkkbKqC5U6Ih8nWLGpgIiH3k/xMPxSDnz/iV2gUkfsAJW6tKBSR+TjhAUPFRDxJJINnw/w+81rS3WB4ZdycILhilQPuBgmdoBKXVpQqSPycUJokhMUV7NhqKB42KdycMIYR+wPF8rELlBW04JKHZGPE6zYTnhGs6lqMczFcupQqZMD339iB7hQJnaBspoWVOqIfJzgxaKlXjxUQMRDRVkOThjjiP2paiHMkHZiFai0pQWVOiIfJyg8XNSJh/u/xENFWQ5OGOOI/aH3g1QXKKu6UKkj8nFCaJITntFsmKlRPFTq5MD3n9gBLoSJXaABIi2o1BH5VHcvlqoy+6UM6KkTD/tUDtV9jCPVAy6UiV2grKYFlToin+qu8HChLAd6lcRD76ccGH5J7IDEhXKXLl2gKApyc3Nx6NChtO+TKcaMGQNFUTBz5kxTvq9fv35QFAULFy7MSDsURany38cffwwAaNu2LRRFwY4dO6S2KQIqdWmRlekGEAdQ3a3YVD7kQAVEPJRVOTD8ktgBSQvl1atX4/vvvwcAVFRU4K233sJdd92V1r2IuVxyySVo2rSp7rHWrVsnvHbMmDF44403MGPGDIwZM0Zsw6jUpQWVOiIfpyt1VD7Sgx5Q8VCpE4/fT6WO2ANJC+Xp06cDAFq0aIE9e/Zg+vTptlPqnn76aTzwwANo1qyZo9rxwAMPoF+/fgnP+eqrr+DxeNCiRQtT2gSASl2aMPySyMXvT5wmuTooPFQ+5BDdb4qS+DipmmhZdUVNAezT1Knq/ff7AZ/PnLYQYoQ0FsolJSX4z3/+AwD417/+hVq1amH9+vVYvXq16NZJpVmzZjjttNNQt25dtiOK9u3b47TTTkN2drZ5X0qlLi2o1BG5OMEz4IRnNBu9hXCNGpG/VweDgNlEy2J+fuTv7NPUSabP2K/ECkhYKM+aNQvFxcXo3LkzLrroIowaNQpApfdOD+1+skWLFmHQoEGoX78+8vPz0atXL/zrX/9K+J1fffUVhg0bhmbNmiEnJweNGzfGVVddha+//lr3/IKCArjdbgDAjBkz0Lt3b9StWzdin1hVe9neeecdXHzxxahfvz5yc3PRpk0b3HLLLdi8eXPcdu7atQu33HILmjVrhry8PHTo0AEPPvggSktL415TVTu+/fZbjB49GoWFhcjLy0P9+vXRpUsX3Hvvvfjll1/i3tcI0XvqduzYAUVR8MYbbwAAbr755oi9eI899pjxL6VSlxZU6ohcnODFYkFn8ej1WbRSVx1kx2yi+4x9apxk+oz9Wu04eTL9f4nEoaQk/ftWVFTR6OiFcHT0g6qmvFgOKW+33HJLxP/vvPNOQuUFAD766CP0798fe/bswSWXXIKePXvi22+/xU033YR77rlH95o///nPGDBgAD755BO0bt0aQ4cORbt27fDJJ5/gggsuwIwZM+J+37hx43DrrbciKysLl112Gc455xwo0X0QhaqqGD16NK699losXrwYXbt2xbBhw5CXl4cZM2aga9eu+Pzzz2Ou+/HHH9GjRw/MmDEDiqLgyiuvRMeOHfF///d/uPjii1FR5R8rlr///e/o1asX3nzzTeTk5OA3v/kN+vTpA4/Hg8mTJ2PBggUp3zMdatWqhdGjR6N9+/YAgPPPPx+jR48O/zv77LONfwmVurTgnjoiFyfsN6OnTjx6fZafD2izqrFfUyf6fYv21LFPUyeZPqsO4xyJ4O9/T//aIUOAXr30jz3/fECxS4d+/QL/4hK9EHa5DIUGb968GUuWLEF2djZuuOEGAMB5552H0047DT/++CPef/993HjjjXGvf/bZZ/HUU09hwoQJ4c8WLVqEwYMH45///CcGDRqESy65JHzs1VdfxT/+8Q+ccsop+OCDD3DWWWeFjy1evBiXX345brvtNvTp0wcdOnSI+b4333wTy5Ytw7nnnpv0M7788st488030bBhQ8ybNy+ssKiqikmTJmHSpEm49tprsXnzZjRq1Ch83U033YQDBw5g5MiReOONN5CXlwcA2LlzJ/r374+tW7cm3QYA+PTTT3HfffchLy8Pb7zxBkaOHBlxfNOmTVUqqKJo2LAhZs6ciTFjxmDr1q249dZbmSjFItBTR+TiBIXHCYqr2STjqWO/pg49deKJlkO9hRX7lVgBPaWuqnMS8PrrrwMArrzyygiFJuStSxSCCQBdu3aNUOgAoG/fvrjjjjsAAP/4xz/Cn/v9/nBY3zvvvBOh0AHAhRdeiIcffhgVFRV4+eWXdb/vz3/+c0oKHQBMnjwZAPDII49EeKAURcGjjz6Ks846C0ePHsWrr74aPrZs2TKsXr0aNWvWxLRp08IKHRDIKBm6Zyo8+uijAIC//OUvMQodAJx++uno1KlTyve96KKLdMsZCFfSUoVKXVpQqSNycUJoohNCTM1Gr8+ogBinKqWuOryPZhPdp9nZQFZW4nMIyQQClTqv1xveUxVS4kLcdNNNyMrKwuLFixN6pG666Sbdz0ePHg0AWLp0KXxBT+LatWuxd+9etG/fHt27d9e9LpTFcfny5brHR4wYEf+BdNi9e3e4/aE2aVEUBTfffDMARIQ+hmrPXXrppWjQoEHMdb/5zW9SSoSyb98+fPfdd3C5XPjtb3+byiNUySWXXBIROhn616dPH6HfkzLJhAqTGBh+SeRCT131eEaz0cvSmJsb+Rn7NXWSCb9UVX1vE9FHT6nz+SL7mrJKrIBApe6zzz7Dvn370KJFi4gQSQBo0qQJhgwZgk8//RSvv/46/vKXv+jeo7CwMOHnpaWlOHToEBo3boxt27YBALZu3VplmGFRUZHu523btk14XTR79uwBADRo0AB16tTRPSe0ryx0LhBQBoH4z6coCtq2bYt169Yl1Y6dO3cCCGTGFJ0VM5mSBhmhqlBhKnW6UKkjcknGi2X3RWT0M+bkRO5Y93rt/4xmE70IzsoKLJa10KuUOlV56oBAv5qZutruRMthVlZgAVJWFv8cYnvuvTf9a3Ny4h8bOzb99WqVr61ApS4UWllWVoa+ffvGHA8pOTNnzsTjjz8ezj6ZKmqwPf5gaaSmTZvGKJHRNGzYUPfzGnrjHbEmVOrSgkodkUsyFmqfLzZcyU7opYnXKnWqav9nNBuGtMmhqpIGoXOo1CWPnqxG1+akrFY7ataUc1+9V1IYeiFtihL5eRKL5V9//RVz5swBABw6dAjLli2Le+7evXvx+eef47LLLos5tn37dt1rQqnz8/LywuGLrVq1AhDwmsVL9y+aULHtQ4cOobi4WNdbF/Igagtzh34OPYceqZQfaN26NYBAvx87dsxSNeykUZUBgkqdLtxTR+QSvZjRbBiOe47dSMb7YfdnNJtoz0Z2dqyiwT5Nneh+jeepI8lDAwSxC/GUukTn6DBz5kz4fD6cc845UFU17r/77rsPQPyEKW+99Zbu52+++SYAoE+fPsgKvks9e/ZEw4YNsWnTJmzcuLHKNoqgZcuW4fBKPUVSVdXw5xdddFH485Dn8vPPP8fhw4djrvv0009x9OjRpNvRtGlTdOnSBX6/P5ycxgrkBF3OXhlzRjJeZRIDe4nIpao9PID9FzxcKIuH4ZdySNZTR5JHL/ySskqsiCClLqRY6CUP0RJKhPLf//5Xd5/bt99+i2eeeSbis6VLl+KFF14AAPzpT38Kf56dnY1HH30UqqriqquuwtKlS2Pu5/P5MH/+fKxYsaLKZ0iWP//5zwCAJ554ImIPnKqqePLJJ/Hdd9+hXr16+N3vfhc+dsEFF6Bbt244ceIE/vjHP6K8vDx8bNeuXeF7pkIo++WDDz6IDz74IOb4pk2b8MMPP6R8XyO0bNkSAOQo2fTUpQWVOiKXZPfw2Bl66sSj56mj98MYqhrbZ7m5sYs69mtq6Hnq6FUmVkSAUrdo0SL8/PPPyM3NxTXXXJPw3DPOOAPdunWDx+MJe9+03HnnnZgwYQI6d+6M6667Dv369UPfvn1RUlKCu+66C0OGDIk4f+zYsbj33nuxZcsWXHDBBejcuTOGDh2Ka6+9FhdddBEaNmyIiy++GN99913CdqXCH/7wB9x44404ePAgevTogQEDBuC6665Dp06d8Mgjj6BGjRp4++23I0o6AMC//vUvNGrUCO+88w7atWuHUaNG4YorrsBpp52GBg0aoHfv3im146qrrsJf/vIXlJWVYcSIEejUqROuueYa/OY3v8EZZ5yBM844AytXrhT23MkwdOhQuFwuPPvssxg4cCBuueUW3Hrrrfj000/Ff5meUkfFLgYqdUQu0YvzvLzqt4hMxlNn92c0m2Q8dezT1PD7YydBKiDGoQGC2AUBSl0olPKKK65AQUFBlV8Z8tbphWBeddVVmDdvHpo2bYo5c+Zg1apV6NatG2bOnIkpU6bo3u+ZZ57BsmXLcP311+PEiRP4/PPP8dlnn2Hv3r3o168fXnvtNYwaNarKdiWLoih488038fbbb6NPnz749ttv8f7776OkpARjxozB2rVrMXjw4JjrTj/9dHzzzTcYM2YMfD4fPv74Y2zatAnjxo3DV199FQ5dTIWJEydi+fLluPbaa3H8+HF8+OGHWLp0KbKzs3Hfffehf//+Ih45ac466yx88MEH6N27N1auXImZM2di+vTpWLNmjfGbV1XSgOjCzA1ELnqL86ysyM/tvuCJt6dGu9izuzfSbJLxfrBPU0PvPQv1a3S2VpI8emNctFWZfUqsgACl7s0339T1usXjrrvuwl133RX3eP/+/VNWRs477zycd955SZ9/5MiRuCUJQsycOTNhApZrr70W1157bdLfCQQSnMyYMUP3WKiWXartOPfcc1MuoK6HmoKXK1HCl6FDh2Lo0KGG2xNDsplaqexFQE8dkYsTFuf0KomH3g/x6PUXZdU4DL8kdkHQnjpCpCOw/IaToFJH5OKELIZOeEazoaIsnnieOirLxqABgtgFKnXEDujtl6NSlxRU6gQwa9Ys9OvXDwUFBahZsya6dOmCZ555Bh5O5PHDLxOdYzeSeUa7eyPNJhlFmX2aGnr9RWXZOMzUSuxCMvuUuFAmVoRKXVJwT51Bxo8fj6lTpyIrKwv9+/dHrVq1MH/+fNx///2YPXs25s6dixp6iTOcghPCL+mpE0+yxgDG1CePXp8qSvV7H82GxceJXdBT6jKQKj7efjJCAOjLYMirrD1GpS4GeuoM8PHHH2Pq1KmoVasWVq5ciS+++AIffPABtmzZgjPPPBNLly7Fww8/nOlmZhYnKDxOUFzNJhm50TuPxEdPTrX/xzuPJIbhl8QOxFsAM/ySWI1kZZCyGgOVOgM89dRTAIAHHngA3bp1C3/esGFDTJs2DQDw/PPP49ixYxlpnyVg+KX+OSQxySjKAJW6VNBTPgDKqlEYfknsQCLvR1XnEWImlNW0oVKXJnv27MHq1asBANddd13M8T59+qBVq1YoLy/HnDlzzG6edXDC3igneCPNJhlFWe88Eh966uTA7JfEDnChTOwCZTVtqNSlydq1awEA9evXR2Fhoe45PXr0iDjXkTghiyEt9eJJNvzS7rJjJnpyClBWjcLwy2pJKnW8bEG8hXIy5xFiJg5Q6mSNL0yUkibbt28HECguGY9WrVpFnOtI4hXmTnSO3eCiTjx6CojbHbtRmgpI8sQLv6xuRhazYfHxaoUr+Lfz+XwZbolgHLBQJtWEeFlaq5GshsYXl15WTwNQqUuT48ePAwBq1qwZ95xatWoBAIqLi3WPl5eXo7y8PPx76DyPx2NKOYTQd8j8Lld5OaCZHP0AFEWBovlMLSuDauOFpKusrOpnLC219TNGI1t2lPLyiP7zA4DXC5eiRCyQ/SUlVEKSRCktjZRJRYHq8UABTJNVM8Ycs9F7/wHApVUKysrgr0bPbDZmy42iKCgpKUF+fr4p32cKfj8U7SJYUQLeAkWJ/FxVoUZnb7UxIY+IqqrwV6PnqtZEy6rLBdXvhwLEZL+UJauy5aakpARKUEmtalxLZdyjUpdBnn76aUyaNCnm87lz55o6mcybN0/avdt9/z2yT54M/7572TLkHziA+lu2hD875vNhn10tLn4/Tv3xx4iPti9ciHpbt6JA+4x+v32fMQGyZKfwu++Qo0kwtHfFChzfuxenbN0Kt8YQsmvePJQ0aSKlDdWN+ps2oZFGJk+ePIndc+ag4fr1aKD5/HhZGfbm5Ehti8wxx2xO2bAB7rKy8O+7li2D4vejpaZPvTVqYKuT91YLwiy5qVu3Lnw+H7KysoRb0jOF4vEgRyOncLlQXlwMV3k5sjWfq14vKvRC3W1OyBBPrI+roiJSJt1uVBQXI7usDK6KivDnXpcLPslREDLkxu/3o6ioCAcOHMBPP/1U5fklJSVJ35tKXZrUrl0bQGBhFI8TJ04AAOrUqaN7fMKECbj77rvDvxcXF6NVq1YYNGhQ3GtE4vF4MG/ePAwcOBDZkgZx1w8/AJo+aj9gAJTt2yM9A2ecAXXIECnfL52KCrjWrIn4qP3gwVC+/RaKxrqjdu5s32fUQbbsuH7+GTh6FEDAUjb3xx/x9fLleL59e9TThGC079MH6NBB+PdXR5SaNaFoJge1UyfUPPVUFNaqhSyNoqx26ICzJcmqGWOO2bi+/x7QLDTaDxgA+P1w7dlTeVKNGji1Gr3/ZmO23FRUVGDXrl04cuQI6tevj5ycnLBV3dZotwW4XMjJyQl4PjSfK2534PNqgqqqOHnyJGrWrFk9/oZOwO+PlMmsrMA7mJUVUQM0KzsbbkmyKkNuVFVFRUUFjhw5ArfbjV69eiX1rsWL9tODSl2atG3bFgCwa9euuOeEjoXOjSY3Nxe5ubkxn2dnZ5u64JH6fX5/YC9UEHeNGkCNGhGfBRsh5/tlU1ER8yy6z6iq9n3GBEiTHVUN99+iRYswZeFCbAdwVrNmuGfMmPBA6A40Qvz3V0c0faqqKl6YPh3jrr8ev+/SBS9cfjmyQpOoCbJq9hgnDVWNHePy82M+g98Pd3V43gxjltxkZ2ejdevWOHjwIPbt2yf9+0zB44kwsMLlAk6c0P+8Gnm1VFVFaWkpatSoQaXOLlRUAFrvlNsNFBcHPtMY0JCbG1hrSUCm3NSsWRPNmjVLOiIvlTGPSl2adO3aFQBw6NAhbN++XTcD5jfffAMAETXsHIWqVv9EKXquf71nZKKE1AjKxJYtW7Bw4UKEeu+XX3/F7NmzMWzYsMBAa2fZMRtNX61YsQJfzJ8PAPhm3TrMcblwxRVXsE9Txe+P3awfZU0GEHj/g/uXiD3Iz89H69at4fV64a0O4/dPPwHLllX+3rAhcM01wJ49wNy5lZ/n5AC//7357ZOEx+PB4sWLceGFF1YPQ5IT+P77SFlt0QK46ipgwQJg48bKz886C7jwQilNkCU3WVlZlQZUCVCpS5OWLVuiZ8+eWL16Nd5++208+OCDEceXLl2KXbt2ITc3F0OcGnYTteApKSnBpIceQuf8fNxQUFBp/bDzIlKv7axTZRyvF4cPH8YHH3wAFYAHgSxRHr8f6zdsQPPmzdG7d28qy6kQlMEdO3Zg3rx5CEmkB8CatWvRokULdO/enX2aCvHef72N9V4vvco2RPYizDS83oBnLoi/Th18MHs2zigowOmaz5GVBeTlZaCBcnC73fB6vcjLy6NSZxc8nghZhd8fkElFify8rEyarNpVbqrHDuAMMXHiRADAX//6V6zR7Ks6dOgQ7rjjDgDA2LFjUbdu3Yy0L+NoFjw+nw/vvvsuXpo+Hf947jksWbKk8jw7LyKjF3UuF1Z/+y0OBPeDxT2PxMfvR0VpKd59912UBfd6XTJkCGbNmhX22M2bNw87duxgv6aC14vi4mLMmjULflWFB0D//v3Dyt2cOXOwe/du9mkqJGvUiXcuIWahkT9VVfHaG29g5MiRGDB4cOQ2Eq9X3yhBiFnEq6lanaK8JEGlzgBDhw7FnXfeiRMnTuDcc8/F4MGDMWLECJxyyilYv349zj//fDzxxBOZbmbm0Chr8+bNwy87d8IDwAtgwYIF+PnnnwMH7fxiRimkXyxYgF69euGqESNQVFQU9zwSH7WiAp9++in2HzgAAGjYoAGeffFFDBs2DEN+8xsAgF9VMWvWLOzfvTuTTbUVnpISvPvuuzgZ3KvQtUcPzJ07F9ePHg0A8Pn9ePfdd3H88OFMNtNe6LzX+w4exP5Dh2LPtfM4R+yPRv5WrVqFhcuXAwBKvF689957kVn+OF+RTJJsTVXKaQxU6gwydepUvPvuu+jduzeWL1+OOXPmoGXLlvjrX/+K+fPno4akTZy2IDiJfP/991ixciWAgELnAaAC+OCDD3DkyBF7L3Y0bd+0aRO+XLgQAHDo+HG8++67lXUI7fyMJvP8lCnYEIybz83JwTXXXIM6DRoAAEZcey3at2sHADhZUoLHHnoIZdo03SQu/3r9dezZuxcAUK9uXTz8+ONwu924/8EH0aZ1awDA8RMn8O+ZM6tVHTmpRPXT1q1bUdixI07p1CngSdbCBQjJJEH5++WXX/DFF19EhF8fP3ECs2bNqiy4zvefZBK9XAwAPXVJQKVOACNHjsSiRYtw7NgxlJSUYP369bj//vurVVrgtPB4sG/fPsyePTv80XMvvoh+AwYAAErLyvDOO++gIoUaHJYjOFEWFRXh448/jpgoDx46hI8++ihQxJKDT1IsWLAAj2n2pw4dOhQNGzYMD+bunBwMHz4c9YIhzVt/+gnjxo3LSFvtxKuvvoolQYNDltuNa665BnUbNgQAZOfn4+qrr0adYJmWXTt24N57781UU+2FRlE7cuQI3nn/fZSVl+NEaSnenTULxzS1FjkGkIzi8cSEX992221o1rIlAGDnrl344osvwucSkjHihV/SU1clVOqINI4UFeHdd9+FJ/jind29O/5w222YPGUKGtSvDwDYf+AAPnrvvYDiY0c8HpSFlFOPBx4AV1xxBWoG6wz++NNPWLp0KQefJNi1axdGjRoVru93QZ8+6NSpU+CgJvwiPz8f11xzDbLcbmQDeO211/Dqq69mptE2YOXKlRg7dixC0+GVV16Jpk2bRkyUtWrVwsiRI+F2uZCNQATCW2+9lakm24fg4sPj8QRCVzVe46MlJXjvvfcqMydyoUwyiCcojyeC5Qs6d+mC5557Dv95/324gwXWV61ejXXr1nG+IpklSv4WLV+Ozp07Y+a//x15HsfUGKjUESn4fD7cdccdOBJMGNKieXNcFtwPVbt+fVxzzTXICS7UN65bh2effTZTTTWEv7wcH330EQ4F9yE1a9kS77zzDqZOm4ZQ8vL58+djy6ZNmWukDfB6vRg+fDiKioqQDaB9u3a46KKLAgddrsA/IKzcNW3aFFdeeWU4fe/YsWPDJURIJfv378fw4cNRUVGBbADn9OqFs846K3Awap9Cy5Ytw5l6swD8/ve/x3fffWd6m22FxwNVVTF79mzs278fHgAdO3ZEYWEhvAD27N2LOXPmBIxWXCiTDDL9pZewe88eAIHw63snTkRWVhZ6nnMOhlxxRfi82bNn4/tvv81UMwmJUNZ27dqFx59+Ghs3bsQ/nn02YHTQOY8EoFJHpPDII49g2eLFAICa+fkYOXIkskOFFrOz0ahRIwwdOhRAQAj/fPfdWLRoUWYaa4DXX3kFP23eDACokZeHP4wdi/z8fFw0aFBYKVEBfDhrFraFEsOQGBYvXozVq1cDANq1bInhw4fDFaXIAYiIqT/rrLPwm8GDAQAVFRV47rnnTGuvXRg3bhz2BBdyp7Zrh0GDBlUe1Nmn0L17d3Tr2hXZAEpLS3HdddfZ14tuBl4vVq1ahe/XrwcAuHJy8NFHH+HDDz8M9++atWsD2ZG5ACEZ4vXXX8dXwdDKLLcbo0aNCodfA0D3c89Fj+7dAQBenw+3/fa3OHjwYEbaSkjIAHbixAm89957KAvu9fQgYHT49ddfI84jlVCpI8L56KOP8NRTTyEbgEtRMGLEiEBZh6i0tKeffjr6nH8+AMDl92PkyJGBlOo2Yc6cOXj95ZcBAAqAESNGoFGzZoGDWVm44IILcNqppwII7B8cOWwYSuy8f1AihzTZAsfccAPyQwYAIFKpi4qpHxH0/kbfgwSYHywwXrduXYy54Qa43e7Kg3Eyig0ZMgRnnnYaAOCHH37Avn37TGmrHfnm668r9yEBuO6mm3D66afj7LPPxsjrrgt/PmfOHKyjJ5lkgNWrV+OOO+4IRzVcfvnlaNasWcy4eumll6JlixYAgP179uDaa6+tTJxCiJl4PPD5fIGsrCdOwAOgdu3a8CJgdHj33XcDaykaymKgUkeEsnnzZowOpkjPBjBw4EAUFhYGDuosIvv374/27dohG8CBAwcwfPhwW2Te+/nnn3H99dcjtETu378/2rdvH/GMiqLgqquuCu8f/GH9evzud7+j50MHr8biluuKGpa0Ga+iFBBtLiwvrXYxhN6l5s2bo050kdY4m8+zsrJwRseO4d/Zr/rs2bMHD9xzD/zB97nP+eeja69e4eM9e/fGueecAyBQLuLP48dj//79GWkrcSahObW8vBzZAHr17Imzzz47cDBKqcvKysLIkSNRMz8f2QC+/PJLPKhJWkWIaXg8mDt3LnYG6yfWb9QIGzduROeg7B49dgwffPAB/BUVGWykNaFSR4Ty7LPPhuvdXH7JJTj33HMrD+oodS6XC8OHD0e7Vq0ABOrnfPnll6a1Nx1OnjyJYcOG4ejRo8gG0Om009CnT5/AwahnzM3NDe8fzALw9ttv23b/oEy0ikO2okQejBN+CQBuTZFcOxgDzCbUr1lZWfFr/7hcQFSfaxVrKnWxlJeXY/jw4Sg+cgQA0K6wEP37949ZKA8cODBcLuJIURGuvvpqyikxjSeffDJcWLzTKafgkksuqTyoM67WqVMHI0eORI2gR/9vf/sbtmzZYlp7CQGAlcuWYeWqVQAAt8uFZ/7v/9CqVStMe/VV1AxG8Wzdtg1fff55JptpSajUEaFoLdFjb7sNinaxGBV+GSI/Px933XFH+PcDwaLTVuXpp5/G+uAemnYtW2Lo0KGVz6nzjKH9g6Ep9J577rFVmKkZaBWHnGilLoGnzqUJD6LyEUuoT7LdbiA6lCrUl4oS069apY5KSCx33XUXVq5ciWwEkk6MGDEisAc0Slbdbjeuvvpq1K5VC9kAlixZwnIRxDR++OGH8M+/HzMmMvw6zrjapk0b3HDNNeHff/rpJ6ltJETL2rVr8Z4my+WQIUNwVnC/Z/PWrXH11VfDFVwjLFu8GB9+8EFG2mlVqNQRoUSE0cXzuLhcgHZyAVBDM8FYfXG+KmhBAoCHHngAubm5lQdDz+h2V2ZsRGD/4M3XXw8gkBl07dq1prTVLmgVh6xEnroo5UMrRVaXm0wQ6te8qPcNQEJlOYeeurh88cUXeDm4l7ZmdjZGjRpVuQdUx/tRq1YtjBo1Kvw3mDp1KhYGawYSIhPtu1unRo3IgwnG1Ub16unegxCZHDp0CMOGDQtHlXTv1g3du3eP2CrQtm3biIRfvx09OsJ44XSo1BGhaCeArOiDCSYRbcid1ScRrQLSTJNBDEDCZywMhpgC1n9Gs4kIv4w+mCD80uX1hr2k7NNI/H5/eP+mrlKXQFYZfhkfbZbeP/7hD4GkEyHi9GnLli1xx+9+p3sPQmShnatc8Tz10T8jcgymp56Ygc/nw3XXXYcdO3YgC4EyWIOD2a2jt7Wcc845OLNzZwBA+cmTuOqqq1BcXJyBVlsPKnVEKNoFoHa/E4DIBXnU4lw7iVh9ERnxjNFJTxI8Y46NFFeziQi/jD6YwKMEjyewXwzs02i0/ZGXFWNiSagsU6mLj3aRe0qbNpEHE8hq++DeOoB9SsxBK2eu6Pk4SaWOskrM4Mknn8TcuXMBAAU1a2LUqFHhuT26/I6iKLjyyivRpHFjZCMQIvw7jdHMyVCpI0JJqPBUE8tgQsU1wTNSqYtPhIc3hfBLeL1U6uKQMKMokDj8krIalwhZTTTGRSnKzNRKzEabKEmJlygpcELEIb7/xGxeffVVAIHEKNeMGIE6depUHtTJ1JydnY1rrrkGDevWBQDMmjULR48eNau5loVKHRFK0p46G4dfhtrndrtjJ8pE3kgbPaPZRIRfpuD91HrqrG4MMJuESl3Uns9E7yP7NRJtf6RiuNIqgOxTYgZhpc7tjq3pVU3mY1I9CGVNP71jR7Rt2zbyYJxMzQUFBbgomHlcVVWcPHnSjKZaGip1RCgRC55EXiwbWwaTShMf/TPs9Yxmk+5eTPj9yAnuF2OfRhKh1EXvqYvuR+6pS5qEnrpENRU157JPiRmEEyVVFX6doP4nDRDEDEJjYsL93zqZmpnUKxIqdUQo6YZf2mnBE6HURU943KeQFkmHtEUrIwBqBD9jn0aiXYwlLOiu8zsNEPFh+CWxCyE5q5GiUqfd10xZJWaQUKlLYCyjATISKnVEKEmHJto43COhUpcgVDCLIW1xSeipSxR+icpJwOpyYzYJwy+r8NTRABEfJxiuSPUgvFBO1VNHWSUmE5KzmKgSoNpEeZkBlToilKRDE6MVHhtNIumGX2bb6BnNxoinLrRgYZ9GEpFRNFWljgaIuKS7b1h7LmWVmEG6njqGXxIz8fv98AfHxxgDpKIk3P/N8MtIqNQRoSTtxbKxZTDdZ6RFKT5J71Oipy5p6KmTQ9KeuihZddtojCPVg/CeumjvR/RCOTqpF2WVmEiV+7+1GbGjPXUaOaYBgkodEUy6+83sZBkMtS9lb6TmZ06UkUQslKMPavvU5QpkbtRApU6fCE9ddJkI7qlLGxGeOquPcaR6EHefUvRCOcF8zPefyCaipmqKSb04V0VCpY4IxXHhl2kqrlZ/RrOJ8NQlypqq83vIC8WFciSGwi/j3IekkOGX4ZckwyRU6hL8bqf5mNifhFEl0QZIJkpJCJU6IpR0QxPttIgMb+jNygJSsNRzooxP0t4PIHZQp6dOF63yEeOpq2pRp/mZ/RqJtj9cqWS/5PtPTCZu8okq3n83ayoSE0nJAMmokoRQqSNCSTeJiJ32m6SbpYkL5fgkXdAZiOlXJkrRJ6XwywRGFi7qIkk3/NJFTx0xmbh76qoy6lBWiYkY2v9NpS4CKnVEKOmm+7ejUpdqPZUsWj/jYsRTlxecBLxeL9RohdDBJFTqqlCU6VWKT0JZTWC4olJHzCZsgEyxTiXff2ImRmqq2inKywyo1BGhhJOIuN2p7Tez0SSStKfOxs9oNgnr1FW1UVozCfijF9kORtun2dxTJ4yw4QqAK1G/RhuuFCWcBIh9SmSjqmrae+rsZGQl9sfI/m+GX0ZCpY4IJTyJ6NQTqy5JBJL21NH6mTQR+5Sq8tRF/c6N0vpETJTRB6vwfjJUOD6h/siGjlKXKPzS5Qr3Kz31RDZaA1eqIW0uVC4OKatENgy/FAeVOiKUdBUeu6T7VlUVPp8PgM4zut0Ji2RSqYtPqD9cqKKkgc7vLD6qT4SnLvogs9+lTag/cgAoicJadZS60CfsUyKbiERJqSp1lFViIkbK73D/dyRU6ohQ0g1NtEu4R0ihA1LP0mSXZ8wESYe06fyey+KjukQodQb21LFPIwknn4hebAAJwy+5UCZmYsT74Xa7KavENFKaqxhVkhAqdUQoCT111SD8UrvAjXnGKkLa7PKMmSDpkDad3+mp00crqzGeuqpklQaIuIT6o0Z0HypKpKc+6riiKGErNPuUyCYlpY4GCJJBjGRq5p66SKjUEWH4/f5wHH/MJKIogfDEENGTiE0UHiMbeqnUxUeUp479WgnDL+UQV6nLzg6McyEUJaZfQ9ewT4lsEs5VVRjKtEodPfVENqKiSjiuUqkjAtGGJsaEX2ZlRS54bKrwaNtWZUaxBOGXnCgjSclTR0tdUkRkFE0xpEWb1IN9GknSBZ2B2JqKwWvYp0Q2EWniq3r/owwQfP+JmUTs/2T4pSGo1BFhJAz3qGJh7tIohFZ+MQ09o00U10wQV6mLTj4DxIZfUqnTJcL6mWJBd4ZfxSduiHlVe+xQuQ+PRh0im5S8H1Gf8f0nZpIwqoR16lKCSh0RhhEvll0sg4bCL1mnKi5xwy+rKo2ByBps7NdKIjx10UpdVQYIhl/FJenaXzqf0VNHzCKlPXVRn/H9J2ZiaF0V5z5OhUodEYbRFMq2U+pSTL1rl2fMBFpPXUSa+CS8H9oabFyAVGKkoDtlNT4MvyR2gJ46YhdE7f/m/E+ljgjESGiioijhuH8rv5hGLEqcKOMT+pvnulyRSl0SC2WGX+qjfY9iPHXR/epyRYS5MqV5fMIlDdIIv8ylUkdMIsLIGn1QT1Y1n/H9J2ZiJPwyi9taIqBSR4QRodSlGH4J2CMzXEJPHb0faWNkn1I2lTpdEnrq9NLxaz6jASI+DL8kdsCop45zFTELI1ElTJQSCZU6IoyUQhPd7shsmABqBF9WK7+YRsMvuU9Bn/BCuQqPrt5n9NTpkzCjKBd1aRPqjyo99UDMGBCKYGCfEtlEzFXRB7mnjliIhDVVq8oqDiC0AuC4SqWOCCSljdk6NZzsYMWOGHySSRNN70dSpOT9YParpEip9l/UZ1zUxSe8p66qEHOA4ZckYxjx1CmKwrmKmIbRpF40QFZCpY4II+VJxIZJBFLy1AERz+12uzn4xMFI+CXDL/RJqfYfwEQJSRJXqUvCqxy6hooykU1K3o+ozxRFQR69ysQkUlo7MldBQqjUEWEYUXgAe1ixU0qUAkQ8t6Io4TAYKz9jJkgpo2D0njqd+5A0wi/pVa4SVVUNhV/awXBFqgcpJZ/Q+YyySswiJU8da6omhEodEUbKCo8Nwy9TSr2r85kdksFkgpRC2hKEX9IDUkmoL2LCL12uwJ7WaLinrkr8mkxr6YRf5tD7QUwiJGMKgKwUwy+ByvmYYyqRTUhWXQjU840ghQR0lFUqdUQgoiyDVn4xE4YJJPGMdvBGZgIjnjqGX+oT11OnJ6cAwy+TIKVanDqfhSIYfD4f1GiLNCECMZIoCaABgphHSvu/o4ySnKsioVJHhJFSun+dz3JsoPAY9dTZwRuZCYzsU6JXSR/tos6tVZb1+jTqcyZK0SelWpw6n2mv8fl8QttGiJa4nnogubmKUSXEJEKymvT+b24ViAuVOiKMlDJD6nxWwwYKT8reSIa0JIWR8EsO6vrEtX7GU+o4UVaJUcMVayoSszDqqWOiFGIWRjI1MwFdJFTqiDCMhl/aoYZTxIbeNDJ8MvxSn5SST9BTlxRxF3VJeOo4UepjJE08EGm0oGGHyMRI9luAmVqJeTCplzio1BFhRCx4qmkMf8QzRu+JYfhl2sRV6pJYfHBQ14d76sSTcobfqM9y6KkjJhH3/Xe7A/uSorGhkZVUDxLKavQ4CzCpVwKo1BFhRCx4og+mYBm08ouZsPZPNXnGTBDq16RC2lyuiIGeCog+DL8Uj+HwS83fgf1KZBJ3n1ISnnrAHkZWUj1Iea6iATIuVOqIMCJCE6MPJhOaGHyZrZwZTvuMMUnhGX6ZFn6/P5wqPqk9dYoS11LHUKFKjCzqtDUV2aeVGN03rDV2cQwgMjGyUAYqlTq+/0Q2KW8VoAEyLlTqiDCMZobMsYEVO2H4JT11aaHNApiU9yPqcw7q+hgJvwRogNDD6L5hhl8SszCS/RYAcoOySjklsolrgExyqwCNupVQqSPCiPDUpaHw2GHBE1EkM419g9x8HkvKReuBCHlyu91U6nQwaqnn/s9YjIZfZtlgjCPVAyOJkgAaIIl5cKuAOKjUEWGICr+MvpeVMJKlCeA+BT1STj4BcKN0EhgJaQG4qNMj5ey3CcIvadghMknZ+xHHq+z1ei27HYJUD+J6lTn/pwyVOiKMlJU6G4dfGk0TbdXnywQpp4mP+pyWOn0Mh1/SqxyD1lMfo9QlEX6ZpSgIXUVZJTIx6qnTjsXaEHlCRGNEVjn/R0Kljggj5fBLG+43MVIkE4j01NH6GSAtTx3DL6rE6KKOXuVYjBZ0plWZmIXR8GvKKjELhl+Kg0odEUbIop+2wmMjpS5pT10CxTWU8dHppJxgJ+pzbpTWJ+77yD01aWPUqMMFCDELo0YdyioxC6M1VWl8qIRKHRGG0dDEbBspdTGLuqysKotkAvZQXM0m5eQzUZ9z8aFPyhMl99RVSdx9SkBSRh3KKjELo3XqKKvELFI2QNJTFxcqdUQYcTe7AkklEdGeYVWPi9GJksWHY0nZGBD1OQd1fYymNGf4ZSwiwi8pq8QMjBp1tLJq1fmYVA+MeJUVRaGcaqBSR4RheL+ZDbxYRidK7TNyAAqQstxEfc7wC30MFx8OyirltJKUPfUuF6BRqBkqTMwiZaOO2x2Q1yA0QBCzMBJ+qSgKo0o0UKkjwoj7YipKxGQRxoY1nAwvlHXu5XTS8tQx/LJKROypyQL7VEvKiw+AskoyQspzVdQxt9tNYxkxBSOJUgDWVNVCpY4II+GLqWfFjvZi6dzLahj11DH8Mpa0PHUMv6ySUF/kIGDNDJNi+BX7tJKUFWUgol/dbjdllZhCylsFoo5xXCVmwUzN4qBSR4RhtC6WW1HCAmnVl9Oop077m1Wf0WwSFsnVMwYADL9MglC/5iSrKMfZ/8U+rcSo94OySswiLQNEHKWOocJEJqJqqnJMpVKXNoqiJPx3zTXXZLqJpiMq3Et7L6vBNNHiERnSxsVHJaF+zTWg1GUhUHiYNRUDMPyS2AXKKrELRsMvqdRVkuDtJskwevRo3c/POecck1uSeYy+mKFJpALWfTlFZBTLAuCBdZ/RbNLyfjD8skpCfZEXnYk2nqy6XIF/wfqJ0f2anejv4RBSTr0NUFZJRjAaKkxZJWZhNKs4wy8roVJnkJkzZ2a6CZbBqAvdDpOI0fDL0DOWgl6lEEYtytzQr0+4X5P11ClKoM8rKgBQqdMj5YyCUceY/ZKYhcg9dZRVIpO442qyWcWp1IVh+CURRspW7AThl1adRJyguJqNiH1K7NNYvF4v3AjsVY0ghex37NdIGNJG7AL3fxK7wPI74qBSR4SR8oJHUWJqOFl9wZOy4upyRST7oFcpFoYJycHr9aZWJgLgoq4KGCpM7IJRrzKNOsQsjBrLs1wuuEA5BRh+aZh//vOf+Pnnn6EoClq3bo2BAweiW7dumW5WRkg725bPB8Aek0jKE6WiBI7FCWkjYrwfVD5iiavU0QOaNiIyClJWiRnQq0zsglZWI8rvpJiPgXJKpc4w99xzT8TvDzzwAC699FLMnDkTTZo0SXhteXk5ysvLw78XFxcDCHiDzHAjh75D1HdVBBWXkFD5gsqaqihQ43yHy+UKK3Xaa8vKyizpSg89YzYAVVUrnxFI6hkVRQlPlFZ9xmQQKTtlZWUAAn97RVGSkhsAcIXOU9Vwn1ZUVNi2T0Xj8XjCHiWf5h3zBw7qXuNSFF1ZLSkpEdKvosccswmN16F+Seb9VxQFiqb/Q9eWl5fbth/Mxu5ykwm0sqqdqxK9//FktbS01LZ9T9mxPqG/TW4qc5XmvJCxzOv1Cvs7W0luUmkDlbo0ue666zBy5EicffbZaNKkCXbt2oW5c+fi0Ucfxeeff46BAwdi1apVyMvLi3uPp59+GpMmTYr5fO7cucjPz5fZ/AjmzZsn5D7bt28HEJgIdu3aFVZSi71e/Brnedpt3ozsEycAAIcPHw5PIqtWrUJWIotihti1axeAwIuzc+dOHDx4EABwMDcXh4IKXzTttmxB9smTAICjR4+GX7olS5bg8OHDspssFRGys2rVKgABuTl8+DC2bNkCADhRWoo9c+boXpNXVIQ2wfMqKirCcrN3717MiXON0ygtLUVNBCa6UJ9CUfDTF1/Erf/X+ocfUKOoCABw8uTJcL/OmzcPjRo1EtY2UWOO2axfvx5A4P3fv38/cnJyAABHFAUHorOMBmm8di0Kgv1fVFQU7tN169ZRVlPErnKTCX799Ve4ASgAduzYEZbVbQsXwlOnju41Wlk9evRoWFa//vrrCAO0HaHsWJfQOigbqJyrAOxYtAjl9erFnK94POioOS+0Bjjh8QgfU60gNyUlJUmfa71Vs2Tuu+8+fPrppylf99prr6FPnz7h3//9739HHO/QoQM6dOiAIUOGoGvXrli/fj1eeukljB8/Pu49J0yYgLvvvjv8e3FxMVq1aoVBgwahTpxBVyQejwfz5s3DwIEDhWS2e//99wEEhKqwsBANGjQAAKjdu0MdMkT3GtfOncCBAwAilbqzzjoLQ+Jck0lC2U6zAbRr1w61a9cGAJzSpw/U88/Xvca1YwcQVP527doVfsaePXuiX79+UtsrC5GyczKo8GYBaNy4MTp06AAAUDt3Rpd4MrBvH1y//AIgYJEODWT169e3pNxkgpCnLS8vL9ynyM5G+8sui3/N4cNQtm0DAGzYsAFZu3cDAC644AK0a9fOcJtEjzlms2HDBgCB979FixaVstq7N9QBA3SvUXJyEFKhKyoqwrLasWNHymqS2F1uMsHzzz8flrUOHTqElbr2Q4YAcdYXSm4ulGBNyv3794ev79q1q21llbJjfR544AG4AWRlZVXOVQDaX3opUL9+7AWqCte6deFflyxZguyjR+Hz+YTJqZXkJuQgSQbHKXV79+7FTz/9lPJ1J4LepKooLCzEzTffjClTpmD27NkJlbrc3Fzk5ubGfJ6dnW2qEIn6Pn+wvlU2Ai9neM9ZjRrxY6Pz8sLJUrKysiIEMtMvkh6hZ8xCoH1GnlFVVUs+YyqIlNXQPsVwn+blxe/T/Pxwn2ZnZ8OFQNYnn89n+z4VhdfrRRZi+9SdqH9q1Aj3q3aPq6IoQvvV7DFOFKEi7CmNcZo+zcrKCvdpdXj/zcaucpMJfD5fWNa0surOz09KVrXvP2DN+TgVKDvWJSSrLpcrIldBQlnNzQWCe+hC4ZeqqsLtdsfuIzeAFeQmle93XPbLt956C6qqpvzv0ksvTfo7OnXqBADYHbRyO4W0NmbHyQxnhThmPZipUTwi+jR0Pfu0Et1EKVVNDpTVhBjNfmmHZFCkeuDxeMKyxjp1xMqklanZZmtHs3CcUmcGhw4dAoBwaJ5TcEK9MWYUE0/KZSKijoWuCW2UJgGLpe5EWdU+VS7qEsJMrcQuhN5/QCOrUWWEYuBcRTJAKKrESKZmjqsBqNQJxu/347333gMA9OrVK8OtMRcnLHhE1Kmy+jOajVG5URQFCuip0xLKIJaSnEYdp6zGIqKkARfKxAzCRh1FqUwTn5UVN0lS+HgQepWJWegaIFMwQFBWK6FSlwb//ve/dfflHThwANdffz2+++47ZGdnY9y4cRloXeZIy+Nis3Cv0DPSUycOo4oyUNmv9CgFSEv5iDrOiTIWFh8ndkHX+5GiUYeySswgFCocs6ZK0gBBWa3EcYlSRDBr1izccMMN6NChA04//XTUrFkTO3fuxHfffYcTJ04gPz8fM2fODO+tcwpOKMzrhBBTs4lb0D2RoqwogePajdJ+P/s0SFrez6jjlNVYnBCNQKoHugvlND31NJYRmXi9XtQEo0pEQKUuDUaPHo3atWvju+++w7Jly3D06FHUqFEDp5xyCi6++GL88Y9/RGFhYaabaTppLc5tpvCE2pWjDWkBGH5pAENepeC1brcb2V4v+zRIWsaHqOOU1VjieuqZfIJYjLQSJdlsPibVg5CsJr1ujDpOWa2ESl0aXHXVVbjqqqsy3QzL4YTQpFC7cqPDAtJQXLmoC5C2AqIjO1aVG7MREX5JWY1FK6sRC5BqNMaR6oGu9yPNREmUVSITEQYIGiADcE8dEYbI0CSrLiK9Xi/cMJaliRNlJGmHCurIDvs0gKg+paxGwvBLYhdEhF/SqEPMQOT+T6fLKpU6IoxwaCKQfGiizRaRRuupuN1uLuqiEBUqSE9dJWmFCQL0KlUB99QSu5DWQjnq/XchsEikrBJZpF1+h3OVLlTqiDDCSl0qXiybpVCOq9RxUZc2IpN6sE8DcE+dHEILZSD9EHOANRWJfHT3KaWY/RagrBK5sPyOWKjUEWF4vd5AvbBUvFg2ezFFFMmkUheJSAXE6aEXIRh+KQfdgs5ASmMcwIUykY+IfUoA638SuaS9/5ueOl2o1BFhOEHh0d2nUFWRTGa/TIjIpB7s0wBxM9Fyn4IhPB5P6p66OAtl9imRSdzaX4mgrBKTEbmnXns/p0KljgjD6H4zOyh1uoprVUUyuVBOSCj5jAKGX4pCZEZR7f2cTlxPXYrhl5RVIpu0PHWUVWIyIvfUa+/nVKjUEWHoWgaBald8POV6Khx8EpKW9yPqOLNfRiLC+8mkPrHoKnWKAkSPeVrc7rDRh/uUiFmklShFUcLzGZU6YgYMvxQLlToiDCeEX4qwfnKhHEla+5QAhl8mQFRIC0AFRItuopTs7MSeekUJ9ysXysQs0pqrNOdQVokZMPxSLFTqiDB0JxGXK7EVO461xaqhiSLrqTh98AmRVkZBQFd2fD4fVFUV3ka7EXp/jMoqwD01WnQNEMkslOn9ICYSGgdFKHVMQEVkkvZcZbO1o1lQqSPCEKHwWN3aIqKeitWf0WxEeerYr5WICmkJ3YN9GkBXVquSU0B3ocw+JbJI2/sB0FNHTIWZmsVCpY4IIy2Fx2bhXiIUVxZ0jSTuQjlRSBvAQT0BDL+UQ9zwy6rQWSg73aJM5JF29lvNOaHrqNQRmYjI1Mz935VQqSPCqO7ZtlRVFaa4WvUZM0HaC2VulI5L2hnF3O5wuDRlNZZQMigFgBIyOjD8kliMtN9/zTmUVWIGzNQsFip1RBgivFiAdT0Dfr8fgJiQNu5TqMRoSBtAS100aYdfAlRAEpBW9lsg3O8hRdCqYxypHoTmFlHvP+cqIgsmShELlToijOruxRKdfMKKz5gJjIa0ha6jpa4Sr9cbDvMVsaeGi7oAaRmuNOcoigKXovD9J1IxZNTh/k9iIqxTJxYqdUQIodDElF9Mlyu8d8rqCo8IixL3KcSStqeO4RdxCYUJAlzUiSQtw1XUOSy/QWQjUqmjrBKZpO1V5vyvC5U6IoS0QxN1ajhZNTQxbYuSogT2KoELZT3SThPP8Iu4pF0mQnMOF3WxGK39BVTKKvuUyEJ09ksrzsekeiAyqZcblFUqdUQIca0t1SiFMtNEy0F0+KXTB3UgUlFOef9X8Bx6lWMxGn4JVMoq5ZTIIu2tAppzOFcRMxCVKAWgrAJU6oggtC9myimUbbKIZEiLHBh+KZ64tf8oq4Zg+CWxA4Y89TaZj0n1IO11lY2S7JkJlToiBBFeLKtnhjOUJjoqo5hVQ0wzgShPHcMvK9Ht02Rq/wG2CYfOBKG9ikY8dW63mwtlIpW4nnoadYjF8Hq9UBAInayuSfbMhEodEYKIujhWzwzH8Es5aJN6hGt/pVjSIKTUKWC/Agb2KWrOo6zGIir80qqGK1I9EOmpp1GHyCRtr7LbbZske2ZCpY4IQURdLMDaoUks6CqHcEiboqRV0Blg+EU0utkvk1GUNedRVmNh+CWxA3Gz36YROUNZJTKJa4CoSlYVRTcCyumySqWOCEGEFwuwthXb0DNy8ImLKO8HwH4NkXZIq+Y8KnWxiMp+yT4lMtFdKLtc4SzMCbFJ5AypHhgqv0MDZAxU6ogQRHixAGtnhku7normHA4+sYQWIClnaWRMfVxEhl9SUa5EZPilFcc4Uj0wZNShV5mYiFZWuf/TOFTqiBBEeLEAa08iIsMvuVCuJO2FcpyUxlwsG8goCrBOVQIYfknsgAijTuhavv9EJnG9yq4k1BPu/4yBSh0Rgoh0/4B9wi/Trf2lKAoU0KKkJe2FstsdHvipLEciwlJP62ckqqrC5/MJi0ZgnxJZ6Ia0panUcUwlMjFkgOBcFQOVOiIE0eGXVnwxnRBimgnS9tRpzmNNpUiY/VI8TjBckeqBCE89wPIbRD4i9n+H5n+Oq1TqiCDi7jerRqFJIkNMOfhUknbyCYCWujiIWNRxooxEhKceqBzjVFWF3+8X20hCEKdOnYHwS77/RBaitwo4XVap1BEhiPRiWXURKeoZaf2MJO3wS4B7FeMgIvyKE2Ukoj312nsSIhLRiVI8FRVC20dICI/Hw60CAqFSR4TglEQpaRXJjDrHys+YCUSEX3JQj8TQoi5o2efm80hEh18C7FciB92Fcop1KrXX+jmmEkkwU7NYqNQRIYhc8Fh1v1naRTKjzrGyNzITGPLU6VjqrCg7ZqMbfpVmn7pBWQUCfeBCYNI0+v6H7sN+JTLQNeokU6MO0FXqQDklkjAUfklPXQxU6ogQnBJ+SU+deAx56ljUXRddWU1zomSfBhD1/jOpD5GN1+tFSIVL+f3XKH+ha1UayogkRCRKYVRJJVTqiBBEWrGtutjR3acEpFUo26rPmAlC/SpCqaNXKYCIRV2o/AaVugBxPfVpGHUA9iuRhwijjvZalXJKJMFEKWKhUkeEINKKnQ3A7/dbLjOc7uCjKMmFteiEXzrdohTCq6fU0atkCJGLOirKAQwZdXQWylyAEFno7qlLNvxSc144dJtySiTBOnVioVJHhCDSih2ajHw+n7D2iSBumICiVH0xPXW6+P3+8CCUllKnk9SD/SpuUUcDRCUiw68BLkCIPAx56vU8dT4fVFUV2EJCAhjKfslEKTFQqSNCEJlExKrpvkUVdKVSV4nu4gNgUg+DiFzUsU8D6L7/bndyRh2NR58LECIbrQEi5URJcWTVakZWUj1gohSxUKkjQhCdRCR0TyshsvYPF3QB4soNPXWGEJX9zu12B5Q6euqMvf+ArgGCHlAiA0Pvv+ZcjqtENroGCJY0ShsqdUQIuvtNkrVixwm/tNrLKaKeSuhaDj4B4ip1KSogXChHIjr7HffUCFgoc/8nMQmPx5P++685lxEQRDaG9n8z/DIGKnVECIasLXFqOFltcS4iTCB0bSicxen7FAyHX9KirIvo7Hd+i72LmcCQogxQVolpGHr/NedSVolsDBnLdMZUq60bzYZKHRGCSC8WYE03usjwS4DWT0Ccpy5kSGCfBhAxUWqvZZ2qOBv66f0gFkRG+KXTF8tEDiL2f3NMrYRKHRGCSC8WYM2X05D1U2ehbMVnNBvdAT3ZsF2AFuU4GAq/Yp0qXXSjERh+SSyIYa8yF8vEJAwZyzimxkCljgjBkBdLR+Gx4stpKE18VPIJwJrPaDaiLcpcfAQQlSiFe+oqYfglsQuivMqcq4hsRIVfKqCcAlTqiCBELyKtuDjXLupSThOt84wcgMRblNmnAQz1qyYMNnStwnTmwhOlMKkPkQWzXxK7wPI7YqFSR4QgOtueFScRhl+Kx/CGfi4+dDHUr4oSo4AwUQo9dcQ+GDJAas6lAYLIRmRSL46pVOqIIAwvIm0QRifaG8kBiN4PWXiDe+pcigIltD/RgKWe4ZfiMgoyqQ+RDbNfErsgMqkX5ZRKHRFE3IQXyaIziVhtcW7IUq8o4bA2KyuuZmO4nhK9H7qEEpukVSZCc244/FJV4ff7hbXPjrBOHbELhvZ/a86lrBLZiAy/VAD4LLZuNBsqdUQITgijk7Gos5riajYyPHVWk5tMECpBYFSp0yZK8Dl8Xx0NEMQuyMh+6fS5ishBRPZL7bVOL79DpY4IwbBl0AahSUwTLR7Rez+4UA7g11PqaKk3hOiQNr7/RBYMvyR2gTVVxZLCW54a+/fvx759+3Dy5ElkZ2ejXr16aNWqFfLy8mR9JckgTkgi4ARvpNmI7lMulAOI8tRFW+pr1Kghqom2g556YhdEZb9kSQMiG9FZxZ1eU1WYUrd8+XL873//w6JFi7B27VqUlJTonldYWIhzzjkHgwYNwuWXX44GDRqIagLJIE4Io+OeGvHI2Ivp9D4FEE5sQk+dOJxguCLVA29FBYLpkehVJpbGKzj80ulJvQwpdfv378fLL7+MGTNmYOfOneHPVVWNe822bduwfft2vPPOO8jKysKll16KO+64A5dccomRppAM44QFj+g9NZwo5Xg/6f2IkyilmhlZzIbhl8QuaEPQ6FUmVkbrWUs5U7NO+CWVujTYu3cvnnrqKUyfPh0VFRVhJc7tduOMM85A9+7d0bhxY9SvXx8FBQUoLS3F4cOHceTIEWzevBnffPMNDh48CI/Hg9mzZ+O///0vTj/9dDz66KMYMWKE0Ack5kBPXRLQqxSDE+QmI0QrdVlZgQysyUJZjYHvP7EL2rqSae1VtoGRlVQPwvu/teV3kpVVlyvwz+9n+GWQlJW6SZMmYfLkySgpKYGqqmjcuDFGjRqF4cOHo2fPnknvudi+fTu++uorvP3221i8eDE2btyIUaNG4ZxzzsErr7yCzp07p/wwJHOITiJiRcug1+tFTvBnZhQTgxM8vBkhWqlLRfnQnM9+rYSySuyCrqeOXmViQfwVFQAM7v+uqKgsv+PwLM0pZ7+cNGkSTp48iQEDBuDzzz/H3r17MXXqVFx44YUpbaIvLCzErbfeivnz52Pnzp14/PHHUVBQgBUrVuDDDz9MtVkkw4jamG3lBY8TntFsRHk/QtZo1qkJEBN+mcokqTmfBohKDKXe1pzLhTKRTWihDHCuIhZH8P5vp2e/TFmpGzJkCL7++mt88cUXGDRoUOQfIk2aN2+Ohx56CL/88gv++te/olGjRobvSczFCen+RT0jM4pVIlpuAA7qAOipk4BuljaDC2WnK8pEDtoQNEaVECuju//bgKyqPl/CvB7VnZTDL//73//KaAcAoGbNmrjvvvuk3Z/IwwleLKbfF4/oPgUi95M4lmAISlr7aTTnU1YrYaIUYhdiwi9D/5KF+z+JSeiW3zEQrZMFwO/3V859DoPFx4kQnOKpY6IEsYjuU4CeOgD6iVJSgV7lGESHCrNPiTSCcqUgmFEwTU89ZZXIJsZT53anltTLBg4BMxGm1PXv3x/9+/fHjBkzRN2S2AjtfhNRoUlWezGdoLiajagyEYpmEnC6Uuf3++EKhp8w/FIcTJRC7II/2vtBTz2xKhL2fztZVoUpdUuWLMGiRYvQtm1bUbc0hTlz5uCxxx7DFVdcgebNm0MJplXdvXt3lddWVFTgb3/7G7p06YKaNWuioKAA/fr1w/vvv29Cy62FExQeJ4SYmo0o74eiKHAFFTu/w/vU5/MZexc153NPTSUMvyR2ISakzeD7z/2fRBahbJVpGyAZARVBWnXq9GjcuDH27duHevXqibqlKVx33XU4duxYyteVlJRg4MCBWL58OerVq4dLL70UJ06cwPz587Fo0SLcc889mDx5soQWWxMZoYlWm0QMe5Vs8IxmY9gY4HIFQjVUFS6XC36fD3B4n+pmaaSnzjAMvya2IShXaUXNaM6nrBLZGPYqU1YjEOap69KlCwBg8+bNom5pCsOGDcNTTz2Fzz//HAcOHEj6uokTJ2L58uU488wzsWXLFnzwwQf44osvsGLFCtSqVQv/+Mc/pCaVsRpOCE3yCg4xpaVegPdDcz6LjwYw/C5qzqesViIqVJhGHSKdaO8H339iVVh+RyjClLpbb70VqqripZdeEnVLU3j99dcxYcIEXHLJJUmXUjhy5AhefPFFAMCLL76Ihg0bho91794d999/PwDgL3/5i/gGWxTRVmwrTiJ+rzew8RyaPVwGPXVWe0az0VVADIZfgH0qXFGmrDL8ktgHhl8Su6BEZ2pm+KUhhCl1w4YNww033IBFixbhlltuwcmTJ0Xd2nLMmTMHFRUVaN26Nc4///yY49dddx0AYMWKFdi7d6/ZzcsIojx1Vs62FRMmAHBRZxAhCkh08VH2KcMvJcDwS2IbWKeS2ISY7JcMvzSEsD11b775Ji6++GJ8//33eOONN/DJJ5/giiuuwFlnnYWCgoIqa0bcdNNNopoinbVr1wIAevTooXu8Xbt2qF+/Pg4fPozvvvsOzZs3N7N5GcEJnrqYiRJgohSDCFFA6KmLQFb4pdMt9V4J4Zdeh/cpkYSg8MvQus0NyiqRQ0yiFIYKG0KYUjdmzJiItOJHjhzBv/71r6SuVRTFVkrd9u3bAQCtW7eOe07Lli1x+PDh8LnVHe1CMq3QRBsoPKI9dVZ8RrMRooBEe+ocvvigp04O/uiCzoCh9x8AfA6XVSIJwfuUFFBWiXiElN/huioCYUodAKjBP06836sLx48fBwDUrFkz7jm1atUCABQXF8c9p7y8HOXl5eHfQ+d6PB5TrOKh7xDxXZ6KCrgBuBQFfr8fQOCFTSUToStosQEC1pby8nJLeQe0+xR8wbam8oyKqoatUkDgGcvKyiz1jMkiSnbKy8sjBiGfz5e63CgK4PNVTgo+ny37VBSlpaURBhafzwcVKSq7qgqXzxc20IiSVZFjjtn4NGM1kIasBvs0+p527AuzsbPcZASNUufz+aCqamrvv98fI6sVJSW27H/KjnWpCK4bgfTnqtC6KjRXZSEwB1anuSqVNghT6sz2SN1333349NNPU77utddeQ58+fSS0KHWefvppTJo0KebzuXPnIj8/37R2zJs3z/A9jh0+DCDwYm7ZsgUAsG3BAnhq107q+jo7dqDZli0oKioCEBDMzZs3Y86cOYbbJoqSoDKvqmr4GX+aOzeQVj8J6m7diqZbtmD//v0AAs+4YcMGSz1jqhiVnZ9++gltgz//+uuv8Pv92LlkCUpTyKLbZtMm5B0+HFa0vWVltu5To+zZsyc8sJ88eRJbtmzBYbcbRSkY2Wrt2oUWW7bg0KFDAAKy+s033wgbl0SMOWazd9cutA/+/Msvv6CoqAg/f/UVfHl5SV3vLi3FKVu24MSJE+HP9vzyi6NlNVXsKDeZwK9ZkG7ZsgXHy8qwt27dpK8Pyao2I/hWi83HqULZsR5ao255eTm2bNmCE6Wl2JOCnDVauxb1t2wJO1vcABYuXIidO3cKaaMV5KakpCTpc4UpdW3atBF1q6TYu3cvfvrpp5Sv006o6VI7qKgkSgYT+p46derEPWfChAm4++67w78XFxejVatWGDRoUMLrROHxeDBv3jwMHDgQ2dnZhu71aDDjp9vtRocOHQAA7S+9FEh2Itm4Ea6DB1GjRg0AAcFs3bo1hgwZYqhdInkiJwcAkJ2dHXhGlwvtL788+RusWwfXkSNhT6YbQJtTTrHUMyaLKNlZunRpeBBq1aoV2rRpg/YDBwItWyZ9D+XAASg7dyI3NxfHT5xAlqLYsk9FsXHjRswP/ly3bl106NABau/eUPv3T/4mmzfDtX9/uIZnFoDOnTsb7leRY47ZvPPyy+Gf27dvj1q1aqH9kCFAkkodysrg2rgxoi5qk4YNHS2ryWJnuckELwUNODVq1Ai8/2eeibNTkbOgrOZpZLtty5a2lFXKjnUpLi5GKF9+rVq1ArJ6+unokoKcKXl5UHw+bN26FUBgrurduze6d+9uqG1WkptEEX/RCA2/NJO33noLb731Vka+u23btgCQ0BKwe/fuiHP1yM3NRW5ubszn2dnZpgqRkO/TbHYNb66uUQNI9r41agBuN7JCG7QRCG3M9MukRRt+6Xa7gexsuFNpX/AZQ8+UhYDXz0rPmCpGZUdV1fAglJWVBbfbDXdeXvJyAwC5uYDbXZmMyeu1dZ8aRVGUcEhLqE+Rap/qvI8iZdXsMU4ImnC07OzsgKzWqJHy3mHtcys+n/36IYPYUm4ygSZNvNvtDoyRqfab5v0H7C+rlB3roZ2rwusqg/O/6HWVFeQmle8XVtLASXTr1g1AIBxJj23btuFwMByxa9euprUrk8SkpQWqXWZIw6l3maUpBk9FRXgQEpUoBVF7QZwGE6XIQbvPQ0SGXyAy+QohItBNPmFwrgIAX0WFkPYREkJGTVWnr6ukKHVbtmzBww8/jAEDBqBz585o3749fv7554hzQnuJFi1aJKMJUhkyZAhycnKwc+dOLFu2LOb422+/DQA499xzHVHOANApdgpUvxpurP0jHL9mocCSBmKQVdLA6bKqlSuXyxWQU03G5ypRFMDtjhgjnZ6plYhHiFFHR1ZpgCCiEVnSyMo1js1EaPil3+/Hfffdh6lTp8Lv94ezXyqKgoooK8/OnTtx+eWXIysrC9u3b0eLFi1ENkUqBQUFuP322zF16lTccccdmD9/Pho0aAAAWLNmDf72t78BAB588MFMNtNcHOCpE1X7x9LPaDKG08QDMbITCt2NkEUHIcP6yZpqOrKaap8CMQtlpxsgiHiEGHWAyJB2ACo9dUQwHqO1PzXnc10VQKhS94c//AGvv/46VFVFixYt0Lt3b7z//vu65w4ZMgSFhYXYsWMH3n//fdx1110im5I0TzzxBD777LOYz6+88krkBBNjdOvWDdOmTYs4/tRTT2HVqlX4+uuv0aFDB/Tv3x8nT57EV199BY/Hg7vvvhuXp5JEw+bEhCamasW2g2dAsKfODaDM4QtlracivIAw6KkLyU7o/XUaHo9HePilAsDr9EVdtKcunYVyVha9H0QqQow6wWsivMpWm4+J7REiqzrrKsutHU1EmFL31VdfYfr06VAUBRMnTsSkSZPgjrZKRnH11VfjmWeewfz58zOm1G3duhUrV66M+Xzt2rXhn/N0spvl5+dj4cKF+Oc//4l///vfmDNnDnJyctC7d2+MHTsWV199tdR2Ww6jCo/ewtxiCx6FnjrhyPDUhfrVqUqdjPBLgHtqtAYIJRieljLRC2WLjXHE/ggx6gSviTBAOPz9J+LRKnWijLpOX1cJU+peeeUVAAEP3JNPPpnUNb169QIQSMGdKWbOnImZM2emdW1OTg4eeOABPPDAA2IbZUeMKjzRyS5gvUlEdKIUFwCfwxd1usknuP/LEDISpQDWex/Nxh96/xUloNQx/JJYEGHhl9FeZcoqEYwMA6TTlTphm06+/vprKIqC3/72t0lf0zJYi2rfvn2imkEyhWBPHWCt0CS/3x87+IhYKFvoGTOBrlKX6l44DuoRyPLUOV1WEZ0MKs2FsqIoCAWmM6SNiEbX+yFAqYPT338iHBnhl1kIeKudijCl7sCBAwAS12WLJlR7wckLsGqDIE9dxMZsC72Y0hbKTvd+6CWfSGUvJsCY+ihEJkrRvo9Ol1XDhisgZgyw0hhHqgdCPPXBa2jUITIRmf2S838AYUpdzZo1AQBFRUVJXxMq0F2/fn1RzSAZIrQ4ERUXDVhrEtHuU0j7GempiyHGUydgoex0Sx3DLyVh1HAFsKYikY6QjILBa7j/k8iE2S/FI0ypa9euHQBg06ZNSV/zv//9DwBwxhlniGoGyQB+v994AWkdpc5Kk4gsT52VnjETaMPPjKSJD18PDupCJkqXC3C5aIDQIsFTxz11RDQis19qPfWUVSIaWeGXTp7/hSl1gwYNgqqqeOGFF+D3+6s8f9OmTZg5cyYURcGQIUNENYNkACGegVDyEIumUJZR+wtgRsEYT12aiw+g0oPq9PALaeFXTpdVo4mSgJgFiNONOkQ8st5/KnVENNLCLx08rgpT6u68807UrFkTW7duxW233ZZwUTVv3jwMGjQIZWVlqF+/Pn73u9+JagbJAEIUnmA2Oat6saQprhZ6xkwQ46lLc/ERvh601HkrKsKJOIRmv3O4rMZ46gwYIBh+SWQhLful099/IhwZEVAKnJ1VXFhJgyZNmuCll17CTTfdhOnTp+OLL77AZZddFj4+depUqKqKZcuW4ccff4SqqnC5XJg5cyZq1aolqhkkAwibRNzuQKrwIFZSeIQ8Y1BxtWoymIwgqKBz+HrQU6f1qInMfud0WQ3VqUx7Ty0Qm4DGwXJK5KBbp85AptYwlFUiGBnhl4Czo0qEKXUAcP311yM7Oxt/+MMfsGvXLrz88svhQeG1114DAKiqCgCoVasW3njjjQjFj9gTYeEewUnEpSjwq6r1wy8FhLRY6RkzgaxEKVTqAjD7nUAkJEpR6KkjghE5V2nnY8oqEY2M8EvA2dtahIVfhhg5ciR+/vlnTJo0Cd27d4fb7YaqquF/Z5xxBiZMmICff/4ZV111leivJxlApKcu4h4WWpjLCmlxuvcjpNQqgKGCzkCkp87J2S99ekodZdU4DL8kNkA7Vxn11AOa/Z8Wmo9J9UBG9ksA8JWXC2idPRHqqQvRoEEDPPzww3j44Yfh9/tx+PBh+Hw+1K9fP1ybjlQfRHrqwvfw+Sw1iYh8RnrqNEjIKEhPnRxPndOVOiXaUydAVun9IKLxVlQYz0atuSY0H1vJyEqqB14RocIMv4xAilKnxeVyoWHDhrK/hmQQkV6siHtYaBIRtk+BC+UIZGQUdLpSJ9JTF7H/08F9CgBKMKtzdY1GINUDb1lZ+GejRp2Ie9AAQQTj09v/nWb4pXaucvJWAWHhlyUlJaJuRWyGyBh+7T2stIgUqbhy87kGEfuUmCglghhPXehfqjD8MoIYTx3DL4kFEWnUAZjUh8hDiKwqCsvvaBDmqSsoKECPHj1w4YUXol+/fujTpw9q1qwp6vbEwgiJi9ZcY0UrtqzN51ZSXDOBIiL8kp66CGKUunT6FKBXWYPf74crmOSL4ZfEymj3E1FWiZXR3SrACChDCFPqPB4PVqxYgRUrVuCZZ56B2+1Gt27d0Ldv37CSV7t2bVFfRyyELE+dlSYRGSGmfu5TkOepc/Cg7hdR0B3g/k8NspJBuYIJxCK894QYIOb9B8SECltoPibVA5EGCGZqDiAs/PKpp57CJZdcglq1akFVVXi9XqxatQqTJ0/G5ZdfjgYNGqBXr16499578dlnn6G4uFjUV5MMI2tPnd9Ci0gpyWDg7IUyADGJUqKNAQgkC3AqMWUi0lXqoqyfTjZAyHr/3QB8XCwTgejuqRMwH1vJyEqqB8IMENwqEEaYp+6BBx7AAw88AJ/PhzVr1mDhwoVYtGgRli5diuLiYni9XnzzzTf49ttv8c9//hMulwtdunQJe/KuuOIKUU0hJiPNU2ehRaQTyjZkBBn7lAB4HZzSOGaiTDf8kp66MLLe/1CocFa6ijchUcSEtClK2ntqw/cAlToiHmGeOu6pCyN8JnG73ejZsyd69uyJe++9F36/H2vXrsWiRYuwcOFCLF26FEePHoXP58PatWuxdu1aTJ061dF7YOyOaE9deGO2hSYRXcWV1k/DSEk+AWcP6jGLOkHhl1Z6H81G1vsfqqmYl5dnvJGEINKo43a7DXnqAc5VRB66+7/TCUVn+GUY4cXHY77A5UL37t1x991349NPP8WWLVvw8MMPo27dugAQLkpO7Ius0CQrTSJOyPCZEUTU/tKpU+Pk4qMx4ZeCEqXAwROlrDHO6Ul9iHhEGnXC9wAcbdQhcpC2/9vBc5X0mI+jR49i8eLFWLhwIRYuXIjvv/8+RpFr06aN7GYQicgKTbKaUlfdM3xmApGeOtapCaDdi2p0olQUBQoAFXD0ok70GBeSVSp1RDQxIW0GjDqB/4LzcrBOIyGiEGaAiM5+6eAxVbhSF0+JAxD+v23btuG9dP369aNSZ3NkWbGttIjULT5u4BmtGGKaCWKUOnrqjCMh/Mrn9zvaAKF9/8PvLmsqEgsi0vsRvgcA+P3M1EqEIiyqhJ66MMKUurvvvjuuJ66wsDBCiWvdurWoryUWQGa6b7/fHxkCliG0z2hoUWdhb2RGEOGpCxbXZkx9AJETJRCQd5/f72gDBMMviV2QFX6ZhUCmVib1IaKQFX7pZAOksLdzypQpUBQFqqqisLAwrMD169cPrVq1EvU1xILITPft9XqRk5NjvJEG8Qr21FnRG2k2qqpCCYb0GOrT4HVMlBJAFRh+Gb4H4GhZlZ39khBR6CafSAdmaiWSkRZ+6WCjrnAXiKIoqFmzZvhffn6+6K8gFsPj8UjxYllpweOLHnwAeuoM4vf7xchN8LqI8EsnK3UCE6WE7wFrlRgxG9nZLwkRhazwS4YKE9FIC790sJwKM7ncdNNNWLx4MXbs2IENGzZg48aNeOGFF6AoCk4//fSw165v375o0KCBqK8lFkC2p84KCFPqLJzh02yELZSD19FTF4CeOvHI8tRnBe9NiChkKXWUVSIaYeU3uKcujDClbubMmQCAnTt3hmvSLVq0CNu2baOSV82RlRnSSp66mDABQExSDycvlEUZA4LXcVAPIEypo1c5jFeWpz7q3oQYRdXIk9vtFuepB+BxcgIqIpwYT52g8EvuqRNI69atceONN+LGG28EAOzevRuLFi3CokWLsGDBAmzdujVGyTvjjDOwbt060U0hJiGrhpuVlDpZnjo3YJlkMGYjzBgQvI6JUoIITpRCA4ROmnhATEkTODtUmIhHmqcegJdKHRGIyPBLbUkjJ89V0leSLVu2xPXXX49XXnkFW7Zswe7du/Hwww+jTp06UIPZDTds2CC7GUQiXs2eOtEKj1WUOmGeOgs/o9nI9NQ5OfxSO6GJXNQpDq5T5dVT6lh+g1gQ0dkvtYtlyioRiUgDBD11AUxJY7R58+Zw3bpFixZh3759ABDOlknsjc/jQahyTXX11MXsUwCEJoOxQoZPs6GnThLREyUTpRhGpqeO3g8iElmJkgDAU1pqqG2EaGH4pXikKHXxlDgAEUrcKaecEt5XR+yLzNBEq2SGi1nUud1AOkVYLbxv0Gy4p04Oqs8XaWShp84wukqdiJImoPeDiEVm+CVDhYlIYmTVQPiloihQAKiAo8MvhSl1r7zySpVKXMeOHcNKXL9+/dCsWTNRX08yiKwkIlZSeGTV/nF6+CU9dRIQaP0M3wOAy8lKnaREKQCVOiIYmUodZZWIRIKs+vx+Ryf1EqbU3XbbbTHhlKeddlqEEtekSRNRX0cshExPnVUUHplpoq3ijTQbb0VFeFOvaKXOyZ467YSmKIrhRCnhPTUOVup0jTrpeOpdLsDlitynRO8HEUjMXJXu+68ogMtFpY5IQ2T4ZegePr+f4Zei6NSpU1iJ69u3Lxo3bizy9sSiiE4iElrwWMlTJzJLU/gesJbiajbesrLwzyLCL7ULZScrdaHQE7fLFVDqBHnq3MHEVk7M1CrMUw+wpiKRiyjvBxAjq9z/SYQiMPwyfA+A4ZciOHDgABo2bCjqdsRGyApNspJSJ8xTF3xGKyquZqObUVCUp86hfQogPFEaVpT1DBAeD3Jyc4220HbEjHFGFspR+z/p/SAi0Y59hurUATHjKmWVCEVWpmYHK3XCTK5U6JxLjBU7GLaRMhb2Ysny1DlZqROWfCJ4HbNfBQmGSYpQlCPuA+da6rWy6na7hXo/HL3/k4hHpKcuKgKCXmUiEhnhlwCVOql4vV4UFRWhqKjIsYvX6o5oL1Y4MQMC+66sgKzBJ+T9cCLCPLzB6+ipCxCa0Az3qU5SD23IrJNg+CWxC8LmKiDWU0dZJQJRoj11DL80jBSl7ocffsC4cePQqVMn5OXloWnTpmjatCny8vLQqVMn3Hnnndi0aZOMryYZQJYXC7COZ0BWohQF1lFczUZY7S+AJQ00KJLCLwHrvI9mI+z9Bxh+SeQiap8SwPBLIpWYUGGGXxpGuFI3YcIEnHXWWZg2bRp++ukn+P1+qKoKNbjJ/qeffsILL7yALl26YOLEiaK/nmQAWZ46wDqTiBMUV7OJ8dSlG7YL0FOnRVT4JT11YWI8dQy/JFZF1D4lIMYAQa8yEUmMp47ldwwjNPvluHHjMG3atHBZg06dOuGcc85B06ZNAQD79u3DqlWrsGnTJvh8Pvztb3/DyZMnMXXqVJHNICYjLIWyhYudOkFxNZsYT53AhbKT99S5fD74IcdT51RZFTbGAVwoE7mIVOoYfkkkElLqFIgpv8PwS4FK3bJly/DCCy9AURScfvrpeOWVV3Deeefpnvv111/jtttuw/r16/H8889j1KhRcc8l1kcVZcW28CJSWEYxCz+j2Qjdp8REKZXI9NQ5VFZl7lOip44IRWL4JQ0QRCii9n9Hh1862FMnLPzy5ZdfBgAUFhZi2bJlCZW03r17Y/HixWjXrh0A4KWXXhLVDJIBVFGTiM4i0iqTiKxEKYCD99RJDGlzcvilS9REGbSc0gCh41UWuFB28v5PIgGJ4Zc+yioRSfT+b1Hhlz4fEIwYdBrClLolS5ZAURQ88MADqFu3bpXn161bF/fffz9UVcWSJUtENYNkAGEKT3BflSXDPWQVyQTgd+hCWaanzrEbpVU1bKU0HH4JAFlZESnNLfM+mkyM4Yr7lIhFUUQlnwBiDRCUVSKQmEzNBtdVobnK7/eHI1achjClbt++fQCArl27Jn1Nt27dAAD79+8X1QySAfyiQhN1PAOWWfCIWtS5XIDLZU3F1WSkeuqcqtT5fPCJ8tQBMe+jUxOlMPyS2AVh+5QA1qkjcpFUU9Wvqo6NgBCm1OXl5QEATp48mfQ1oXNzc3NFNYNkAGF76gDLbsyWaal3akib0IyC0XvqHDqgw+sNWCkhzlNHWRWY/RaI8X46dfFBJCHSqEMDBJGIsK0CehFQFlk7mo0wpa6wsBAAMHv27KSvCZ0b2ltH7IkjFB6ZtX8cOvjILOjs1OxXqtcLf3AvARd14pBZp45KHRFJTEibyPffoXMVkYOw8Esm9QojTKkbMmQIVFXFc889h6+++qrK8xcsWIDnnnsOiqJgyJAhoppBMoCwRCmAZReR3FMjHhnhl0rwV6fuqdPKUtgbVB2NLCbD8EtiCzR7iYR46mmAILLQ2/8t0FPnKS011Dy7IkypGz9+POrUqQOPx4PBgwdj7NixWLNmTTgUCAhsXlyzZg3Gjh2LSy+9FBUVFahTpw7Gjx8vqhkkAwhVeKJCkyyj8ERnFGPyCcMIDWmLstQ5VanT7nmTEX7pWAVEouHK0eU3iFhE76llVmEiC5Gyyvq/YYTVqWvYsCHee+89XHnllaioqMCLL76IF198ETk5Oahfvz4URcGhQ4dQEVzAqqqKnJwczJo1Cw0aNBDVDJIJJBbmtYplULTiSk+d4JA2jaXO5/c7NvzSG516HxD6Pjo1pEUrq4YzClp0jCPVAL09tZyriBURuf+b5XfCCPPUAcCgQYOwYsUK9OjRA6qqQlVVlJeX49dff8XevXtRXl4e/rxHjx5YuXIlBgwYILIJJBOIrItjUc+AwvBL4cSEChrsU4DFR3XrqSlKgiuqIPp9dOhEKSz7LWDZMY5UA0QnSqIBgsjC5wvLqpCtAlHjqlMNkMI8dSHOPvtsrFq1CqtXr8aXX36JDRs24PDhwwCA+vXro3PnzhgwYAB69uwp+qtJphAZmmRVhUejuBpOE81FHQDxezHD9wHoqYMA5QOgrAYRnf2S4ZdEChIWyhGZWimrRBSSvcpO9dQJV+pC9OzZk4qbQ5AZmmiZSSQU+60oAaVOpKfOoQtl0RkFw/dBMFWyqhrzUtmQGE+dUaWOdaoCiIxGiPZ+WGWMI/ZH8kKZnjoiDMleZSp1afLZZ5/h888/xy+//AKfz4fmzZujX79+GDlyJLKzs0W0kVgdmdkvLbKIDIVfSkk+4dDBJ6a+oUBPnT+UBc7IPW2IbvilEeipC8BEKcQOaDx1LpcrYNTSylqqMPySSEK3/A5LRRkmbaVu//79GDp0KFatWhVz7PXXX8cjjzyCjz/+GGeeeaahBhIbINGKbZlFJAu6Cke0hzd8HwSVOq/XeUqdyDIRgHXDoU1GZkkTKnVEGNHeD8Hh1/QqE1HE1KnNyhK6/9upnrq0TDg+nw9XXnklVq5cGU58Ev1v+/btuOSSS3Dw4EHRbSZWIzjQKxC/38wqlsGYeircfG4YmSUNwkqdw5DuqXOoUiczUYrq0P2fRALRSp3g99+JYyqRg7aOnBBZZfglgDSVuvfeew+rV6+Goig45ZRTMH36dKxfvx4//vgjZs2ahXPPPRdAwJv3j3/8Q2iDiQUR6cWyqMLjkumpc+hEKd1T58DFsnBPHWU1gMzwS4uMcaQaEF37S7CnnkodEYXsucqp4ZdpK3UA0LZtW6xatQo333wzzjjjDHTs2BHDhw/HkiVL0LdvX6iqilmzZgltMLEg0QqPSE+dVSYRByiuZhPjqROYKMWpnjrh2S+jZdWhE6XMEHMnGh+IHPwVFVCDPzP8klgZ4Um9ojK1OjWqJC2lbu3atVAUBffccw/q1asXc9ztdmPSpEkAgO3bt+P48eOGGkmsjSJR4bHKwjz0jOFBg5Z640gsaeDz+Ry5WPZLDr907KJOsFdZu/iwyhhH7I/s8GvKKhGFcFnl/m8AaSp1RUVFAIAePXrEPUd7jPvqqjcxSl119NRJTBPt1EQpQksaBLO8Od1TJ7RPAU6UQZRoT53AMU5xoPGByEEbcuZ2u4WXNHHimErkwPBLOaSl1JUGNzjWqlUr7jn5+fnhn8vKytL5GmIXqntmSFUVq7gy/DKASE8dECE7flW1jkHARLTWTyGLOosmLjIdieGXVOqIKLyatZaU8EvKKhGEjPBLGiDTVOpSRVXVqk/KEHPmzMFjjz2GK664As2bN4cSLC69e/fuhNe1bds2fK7ev1CyGCcgU+GxhGUwuvYPUD0LrJuMKnKhDDCmHjqeOoZfGkdj1AHEZ790YpgwkYPs8EvFie8/kUKMAYLhl0IwXHzc7lx33XU4duxY2tcPHz5c12PZvn17I82yFxIVHksoddFpogHDlnqt8uFY74doT13UoO4tL4ezqtTFqf1jBMoq4PdDDb7/gPjwS9XnC4yhRopEEwL5dSpVv5+ySoTgE71VwIpRXhnAUC9OmzYNjRs3FnLeI488YqQpaTNs2DB06NAB3bp1Q7du3ZJ6Hi2TJ09G27Zt5TTOJrh8PvghzlNnuRh+PaVOZKIUKzxjJhCZfAJg8VHoKHX01BlHkyZegfjwy3D5DS6UiUGEG3WiF8qhvco5OcbuSxyPX/JWAXrq0uDFF19MeFwJVoev6jwgc0rd66+/npHvrU6ECnOHlbHqFpooOvwy2vpphWfMBKKVOhYflZ4oxZGeOtGe+qys8NwIaBbK2dlGWkmI9JA2n89HpY4IQbgBknMVAANKnch9ctoJjtgPqXvqLLDfJKb2D0BPnQCEZhQEYvrV60SlTrKl3pGyqmfUMTjGKYoCl6LAr6qOzdRKxCPcqKPnqbPAnEzsj+zslwy/TIEFCxaIbodtmTFjBg4fPgyv14vmzZujb9++uPDCCzPdLPNQ1Wq/py5m8AGqZ9kGkxGeKIWeOiZKkYEET13oXv6QwsiFMhGA9ILONEAQQcg2QNJTlwJ9+/YV3Q7b8vjjj8d81rNnT7z99ts45ZRTMtAik3HAfjPdkBYj3mUrZvjMAIroRCmsUxMxkclQlB0pqxLGuPC9QkqdE/uVCMcfXadOdEZByioRRIyxnNkvheD47Jfpctlll6FPnz7o1asXWrRogX379mHJkiV46KGHsHr1avTr1w9r1qxJmHilvLwc5RrLWnFxMQDA4/HAY4KVIfQdRr5LLS2FPxiKqygKfD5f4Pd07+n3R4b2er2m9EUiyk6cCP/scrngUxRjrv2o0GXVAs+YKoZlR6eOnMeI3CCQxEIbyl1RUmK7fjWK1gChKAq8qmrMYhklq36DY5OIMcd0ysoilDqfqsLv8xnyrrn8/vACxOfzwVNaakj2qzu2lJsMUBGsIQwE338I8FhoxlSfzwdPWZmtZJWyY008GlkFYFhWo+d/X0VFtZmrUmmDbZW6++67D59++mnK17322mvo06eP4e9/4YUXIn5v27Yt2rZti8suuwzdu3fHjh078NRTT2HKlClx7/H0009j0qRJMZ/PnTs3oni7bObNm5f+xRqFp6KiAlu2bMHPX34JX15eWrfL37cPzbdtC/9ecvw45syZk377BODfujX8c2lpKX78+Wf8bKBNNffuRYNffgn/fvzIkYw/Y7qkLTs+H04cPx7+dfv27di9YAE8deqk3ZYW69fj5MmT4d+/XbkSSm5u2vezIye2bw//fPDgQSxftQpHDJRsyTt4ELU1NTuPHjwoRFYNjTkmk3fwICqCVl+/34+ftm7FFoN90HHbtrDxqry8HPPnzUNZgwaG21rdsZPcZIT168M/FhcXY9WaNSgyGNrbQTOmlJSUYP7cuShr2NDQPTMBZcdalG/cGP752LFjAVnVlI5Jlbo//4zSoqLw77t37Kg2c1VJSUnS59pWqdu7dy9++umnlK87oVFCZFC/fn2MHz8e48ePx+zZsxMqdRMmTMDdd98d/r24uBitWrXCoEGDUMfA4jZZPB4P5s2bh4EDByI7zcxrZfv3Y23w5/z8fHTo0AHtL7sMSHcx/csvUHbtCv9aMzcXQ4YMSe9egji0YgXWBX+uVasWTjvjDHQ00qbt21G6ZUv41zr5+Rl/xlQxLDsVFfhPjRrhXzt06IBOl14K1KuXdpuUkyex66uvwr+fdcYZaGWzfjXK8g8/REiymjZtirMvvBBq9+7p33DfPhStXBn+taB2bQw20KcixhzT2bEDG4JetZycHJx6+unoYFCuXBs3IicnB+UVFXC73eh/4YVAmzYiWlstsaXcZICt69aF5+P69eujV+/eUPv1M3RP18aN4aQ+OTk5AVm1URknyo41Wb9yJTYFf27YsGFAVi+6KP0bfvcdNixeHP61eePGuKCazFWhKL5kSFmpu/POOzFhwgQ0a9Ys1UuT4v3334fX68U111yT8Ly33noLb731lpQ2GKVTp04AgN0aC7ceubm5yNVRfrKzs00VIiPfV66xArqDNebceXnp7+WpUQOqJrZa8fsz/kK5NCFobrcb7txcuI20qUYNeDT9Y4VnTJe0ZcfjiQizzcrKQnaNGsbSuufmRtY49Pls26/pokS9j1m5ucb6tEYNZGlkVfX7ke12G66pZvYYZwiXKyL80vD7DwA5OeHwS7/fj2xFYUmDJLCV3GQCjafD7XYjKy/PuFzl5oaT+qiqimyXy5ayStmxFjFzlVFZjZqrRK2rrCA3qXx/yjPz888/j3bt2mHs2LHYpgmTM4LH48F//vMfnHnmmRg1ahQ2b94s5L6Z4tChQwCA2rVrZ7gl8hGeGVKT7huIfPEzRUxGMcEbeh258dzrDRd0BuQkSnHiRmm/hNp/js9+F50oxWifAhGyyuyXRBR+0dkvgQhZDdepI8QgMUm9BMz/2rnKqdkvU1bqbrjhBlRUVODFF19Ehw4dcN5552HatGnYt29fSvfxeDyYP38+br31VjRp0gQ33HADNm7ciMLCQlx88cWpNstSvPPOOwCAXr16Zbgl8tFVeIxkhtRmhkPAMwADcdYikF1PBT5fTEKKao+m9hcgJ1OjE5U6bQIDIdnvWKcqVqkz2qdArFLHhTIRQIxRR4SsasZVyioRhY+ZmqWQci+++eabGDt2LB566CF8+eWXWLFiBVauXIlx48ahVatW6NmzJ7p27YrGjRujoKAABQUFKC0txeHDh3HkyBFs3rwZq1evxvfffx/efK6qKho1aoSHH34Yt912W4QL1Yp88sknaNmyJbpH7VU5fvw4Hn744XACF+1+ueqKV0JdnPC9tOm+c3KM3dcAwmv/6KWJ9vnEWFXtgmahHM5aJdhS58Tio6oET53jU5pHFx8X8Z5yoUwkoIo2QAIR46ojjTpECsJllTVVAaSZKKVXr16YO3cuVq9ejSlTpuDDDz9EeXk5du7ciV27duHDDz9MeL12L0337t3x+9//Htdddx1q1qyZTnMM8cQTT+Czzz6L+fzKK69ETlCR6NatG6ZNmxY+tmDBAkydOhWtW7fGmWeeiXr16mHv3r347rvvcOTIEWRlZWHy5MkYMGCAac+RKXRruBkheH1MuEcGlbqYIpmilY/Qos5JSp1moewO7dEyuE+L4ZeIUA5kTJSOVEAYfklsgiraUw/Qq0ykIFxWLVjjOBMYmp169uyJf//73yguLsYnn3yCBQsWYMmSJdiqSQEfTX5+Ps4991xccMEF+M1vfoOzzz7bSBMMs3XrVqzUZHcLsXbt2vDPeVHp+YcOHYoTJ05gzZo1+Oabb3D48GHk5OSgdevWGDVqFO644w6ceeaZ0ttuBYR7saLCL62w4NF6I91ut5BnVBQFCgAV1nhG05GxUI72KjnRUydhn4LTwy9Vrxc+rQGCIW3EovhFh7QBlFUiBdlRJU6VUyGugTp16uDGG2/EjTfeCAAoKirC7t27UVRUhMOHDyMvLw+NGjVCo0aN0K5dO0uFV86cORMzZ85M6Zp+/fqhn8E0wdWFmP1mgjx1EeEeGX45hXvqNN5In99viWc0Hcn7lABnbpQWPlG6XHA5PFFKzPtPTx2xKDFGHcoqsSjCZVUv/FJVjeV4sCFStKuQAkeqP8IXPBb01Am3fmqeMazUOW2ilLxPCYg0ODgGCYkSXJrQZ5/P5zhZFZ79FohYgKgIjKMGg48JEe+pBxh+SaQQY4CUFVViISeSGXAeIYYQ7qlzuQBFsdQkIssbaaVnNB166sTj9weyxQYRpSy7NDVynCirwrPfArEGCI3iSEi6CPfUAxGyypIGRBTCPXVM6gWASh0xiPA9dYDlwj2EZ2kKZnp0tFJngqfOcUqdRlEGBCp1Gk+dE2VVilIXZYBwpFeZCIfhl8Q2mJHUy4GySqWOGCImNLEahnsIr6cCcKKUnFEQcGCiFD2lTnD4pRNlNaagswSvMj11RATCQ9qA2JIGDjPqEDmYktTLgbIqLNi0f//+KV+jKAry8vJQt25ddOjQAeeeey4uueSSyAw2xNLIDk2ywosZ46lj9jvjRHvqGH5pHJ8vEB4VRNT7qGRlwaUo8KuqI2VV1hinLWtCpY4YRlWlh1/6g9/hrNQTRDiqGmEcZPilOIQpdQsXLoSiKFBVNVBIWEOoLl0ynzdp0gT/+Mc/cO2114pqGpGIEzLDSUkTbbFnNB0TSho4rvioJE9dSFb9IUXcYbIqO8QccKBXmYgn6v0XUn4H0K3/KWBUIU5GY9QFJCp1DpurAIFK3YUXXghFUfDrr79i8+bNAALKWrt27cKZMIuKirBt27aw4texY0c0adIExcXF2Lx5M0pLS7Fv3z7ccMMN2LVrF+677z5RzSOS0Cp11bWGk5QQU4s9o+kwUYp4ZEyUQKWshu7vMFkVXtIEYPglEY8so45OUh8qdcQQMmRVUaBEZ2p22FwFCNxTt3DhQkycOBFFRUWoX78+pk6dioMHD2LLli1Yvnw5li9fji1btuDgwYOYMmUKCgoKUFRUhAkTJmDt2rU4duwY3n33XbRs2RKqquLBBx/Epk2bRDWPSEJ2EgEVmbdim+KNdNrgw0Qp4omeKLOyAtlkjeJwWZVd0BmIHGMISQtZRh16lYloJMmqS3MPJ85VgEClbuvWrRgxYgQURcHXX3+NcePGoaCgIOa8goIC3Hnnnfj666+hKApGjhyJzZs3IysrC1dffTUWL16MevXqwe/3Y9q0aaKaRyQhxYptsXTfsmv/OLH2lymeOqcN6NFKnaYUgSEcHios26gDcKFMBCAp+y29ykQ4Xq+U/d9OT+oFCFTqJk+ejOPHj+OBBx5Ahw4dqjy/Q4cOuO+++3DixAlMnjw5/Hnbtm3xhz/8AaqqYsGCBaKaRyThl7Ex22LpvqWkiXZ4+KXq9cIf3FMrK/mE0/o02vqpDUUxhMNl1QmGK1INMDH8khBD6O3/lJGp2WFzFSBQqZs7dy4URcEFF1yQ9DV9+/YFAHz55ZcRn4cyae7Zs0dU84gkpGSGtJhlUJbiGpEm2mEWJTO8H6rXG8iy5RRM8NQ50assO1FS9HcQkhbR2W/dbuHh1wBllQhAL/xShFKnmfOo1Blk7969aV+7b9++iN8bN24MACinRcjymLHfxFtWZvyeRpCdKEVVHbf/KyajoARjgOOU5eiJUpRSR09d+Gdpsso9dcQoUUYdJTsbUAQUH9AYIAHKKhGAJFll+KVApa5evXoAgKVLlyZ9zZIlSwAAdevWjfj85MmTAIAGDRqIaRyRhuz9ZkDmwy/NCDF12kQpu74h4EAFJNpTJyr8kolSwj8LSxPv9KQ+RDzRC2URcgrEhl86bK4iEtBT6gTgys0N/+zEuQoQqNSdf/75UFUVf/3rX7F9+/Yqz9+2bRv+9re/QVEUnHfeeRHHNm7cCCBQs45YG0dkhnOA4mo2png/nGapY6IUKTBRCrEF0Z56CUYdgAYIIgBJUSVu7qkTp9SNHz8eiqLg8OHDOPfcc/HSSy+huLg45rxjx47hxRdfRO/evXHo0CEoioK777474pz//ve/usoesR6yPHXacI9MKzyqDE+dwzef01MngaiJ0q2xWhpCk4DGcX0Kc6IRuFAmhon2fkhS6jJuZCX2R5Ksxuypc5gBEhBYfLxPnz546qmnMGHCBBw8eBB//OMfMW7cON3i436/H2owgcETTzyB888/P3yfrVu34rPPPoOqqhg8eLCo5hFJSFF4rDaJOCDDp9nQUycBs8IvndSnMMeok/ExjtifaO+HpPBLepWJYaKzX4oKv8zJgYJgfWMHGiABgUodANx///0oLCzEXXfdhf3798Pn82HLli34+eefASCsyAGBZChTpkzBNddcE3GP9u3bw+vAP4RdkWLFtlgMvxq9p6YaPqPZmBK267RBnYlSpCClpEm0AcJhfUokYIJRB6ABgghAcqiwz+935FwFCFbqAGDkyJEYOnQoPv74Y3z55ZfYsGEDjhw5AiBQePyMM87AxRdfjKuuugq5osKDSMYwJd13ppU6M7yRDgu/lLJPSVEiNlw7zqukKeiqQM6iTkXgbycsbt8GmBFizvBLYhgT9tQClFUiAFmhwkEDJJU6weTk5GDkyJEYOXKkjNsTKxGt8EjwYmVUqfP7oWpr/8gKFXTYRCmlpAEcXqdGM1GK7FM9WXWSUicl+y2zXxLRRNepE7hQpgGCCEVS+KXTtwoAAhOlEGdihhfLl8lJRK9IpoxEKQ4LaZHi4UVkGm/HKXUaWRXZp45O6uP3mzLGqV4voNmeQEjKmBV+6fMBmu8hJGVMyNTquPk/iBRPnRav1xsRfpklaqFBLEHMgkeCp07NpMITPVGy+LAQYpQ6UZ46zeTg8/mcZanTyKqwvZ+As5P6yHr/4+3/FGWxJs7DLKUuJKui7k+ch2arACDWq+x0pU6Kp+6HH37AuHHj0KlTJ+Tl5aFp06Zo2rQp8vLy0KlTJ9x5553YtGmTjK8mZmPGfrNMeur0FnXMfmcYKckngNg9dU4a1E3y1DlKVmV56p2eqZWIJ7qkiYSFMuDAcZWIJzr8UoIBwnFG3SDClboJEybgrLPOwrRp0/DTTz+Fyxeoqgq/34+ffvoJL7zwArp06YKJEyeK/npiNjI8dVbyYpm1qHPYPgXt39TtdgtTQBxdpyZ6T50opc5K76PZmOWp50KZGCV6oSwqER0NEEQ0smqqMvxSbPjluHHjMG3atHDpgk6dOuGcc85B06ZNAQD79u3DqlWrsGnTJvh8Pvztb3/DyZMnMXXqVJHNICZiRg0nNZMvpsTwK+3mc0ctlCEpbBeRFj/HDeoSE6VEyKqTDBAm7al1nKwS8ZiU/ZKySgwjK1SY4ZfilLply5bhhRdegKIoOP300/HKK6/gvPPO0z3366+/xm233Yb169fj+eefx6hRo+KeSyyMqprjqbNQohTF7QZcAhzcTvZ+QF6iFFe0UuckizLDL8UjK/ya3g8iGlnej+hESQ4NayMC0RogFSUiwZkhNAZIp46pwsIvX375ZQBAYWEhli1bllBJ6927NxYvXox27doBAF566SVRzSBmEqoFEkRYGJ2VE6VkZwOKYvy+etnvHISU2l/QUeqc1K9mhV86yVMX/f6LMuq4XIF7BXGcrBLxyAq/dLkCxswglFViGFkGSIZfilPqlixZAkVR8MADD6Bu3bpVnl+3bl3cf//9UFUVS5YsEdUMYiZm7TexUvilqJAWJ3s/VFVaohRH16mLnihFhV9Gy6qTlLqo2l+KqPc/yjrtOFkl4onOKCgwk6qjE1AR8cgyQDL8UpxSt2/fPgBA165dk76mW7duAID9+/eLagYxE5P2m2S02Gl0+KWsNNEOWyhLMQYAcGms044LvzDJU5dRz7nZRBl1hCl1QET5AsfJKhGP1qijKEJlNcYAQVklRpC4/5vFxwWRl5cHADh58mTS14TOzRUVJkDMxSRPnaUSpUjy1GVUcTUbWcYAAG4nW5RNmCgBhxXKjlbqBNZZ1d7L5/M5S1aJeGQZdUBPHRGMGeGXURFBTkGYUldYWAgAmD17dtLXhM4N7a0jNkNiun9ttj1YyFMnK6OYowYfWcknELmPxHGWOpMSpTgqUUK0p16g98PRocJEPJpx1e12izPqQMdTR1klRjAh/BJw2LaWIMKUuiFDhkBVVTz33HP46quvqjx/wYIFeO6556AoCoYMGSKqGcRMJKb7t4xnwKQ00Y5KlCJLbuDshbLq8cAffE+kJkpxkrIsMfwyxvvhlD4lcpBl1AFllQjGpKgSR21rCSJMqRs/fjzq1KkDj8eDwYMHY+zYsVizZk3EhOj3+7FmzRqMHTsWl156KSoqKlCnTh2MHz9eVDOImeiFJslI9+/zAZrvMZVoT52EeioAoGbyGc1GYvilKycHodykTlt8xJSJkJUoxUnKsiyjDpxtgCASMCn8kqHCxDAmhF8CzvTUCXvrGzZsiPfeew9XXnklKioq8OKLL+LFF19ETk4O6tevD0VRcOjQIVQEO1lVVeTk5GDWrFlo0KCBqGYQM4lenMtyoYcWPALDSZImOk20rEQpIQVEhFJsdSR66kL96guV23DQ4kM7gUn31DmlX2UZdUDvBxGMrOy3oAGCCEaTqZXhl2IRuoIcNGgQVqxYgR49ekBVVaiqivLycvz666/Yu3cvysvLw5/36NEDK1euxIABA0Q2gZhJ9OJctsKTCaLTREsq6OqoiTJqoYysLDG1/4CIfnWaRVk7gQndUxO1x9VRCkh0NIJApc7RNRWJeGR66qJl1SnvP5GDWeGXDhxTxb31Qc4++2ysWrUKq1evxpdffokNGzbg8OHDAID69eujc+fOGDBgAHr27Cn6q4nZyEoiYiWFJ+oZZXnqHKWAyEwT7+CUxjHhl7I9505AVjQCmHyCCEaW9wP01BHBaMZVt9str/yOxxPIxyDKaGwDhCt1IXr27EnFrbrjEE+dGYlSHKWARGcUFLj4cHLxUWnhl4oSYUl1lKzKGuPg8EytRDwSwy9Z0oAIxazslyFZFWk4tjgO2MBDpOEwT53Qgq5ud2xIm1MmSom1v7Shgo5aKKuqvEQpcLBXSWaiFIZfEpFElzSQ6alzyrhK5GBS+KWjyu8ESfmt37lzp4x2oHXr1lLuSyQia7+ZyxUR5mQVT53QwcflguJUT53M8EuneuokZhQFEHEvR/eryD119H4QkciaqxA5t1NWiVH8Xi9CRaqY1EssKfdkqMi4SBRFgddhHV8tiN5vJnJxbpUFj6wwAUVxrvdDYkFnx+6pk5lRFA7O1Cgx/DLGU+eUPiVykFinzm2V+ZhUC6RtFbBSlFeGSLkn1UwVgSbWQ6LHJcZTZ4XwS9kFXZ0y+EQvlAV7lOipkyCrmns5LamPNhrBLSoaAQy/JAJRVaheL/zB9ZnM7JdODGkjAlHVQAKTIKLDLx2bqTlIym/9jBkzZLSD2BFZ+82gU+y0uoVfwsHeD5meuujwS6f0qZ6nTqYBwin9Kiv7LSLDLx2lKBPxeL0RBnfRc5WbBggiCpkGSL1tLQ6T1ZR7cvTo0TLaQeyImQpPdfTUWcUbaTYSa3851lMnO/ySsgpAbPhlVl5e+GdHKcpEPJI99VTqiDBkGiAVxbn7v4Mw+yVJH4kKj2WybdFTJx6Z4ZcOTpQSkbSouhpZzCZKVoV66rhQJqKITlomej7m/k8iCskGSMeW3wlCpY6kj8xsW1ZZ8JipuDplURetgMj01DllQI+aKJGVJbTgqmMXddHhlwL31MV4P5zSp0Q8khfKzH5JhMFMzVKhUkfSxwkKj5mKq1MWdRJrf0V46qI2ZFdroiZKoZMkGH4ZQqhSx4UyEUW08UFwnbqY7JdOmauIeGTv/3bqXBWESh1Jn+hip9VR4ZFV0gAODmmTWPsrpk6NU/o02lMnMpwFkfseHbWoi5LVLJmeOqfIKhFP9D5llwtwiVvexez/pKySdNELFRYoqzGeOqfMVUGo1JH0cYKnzgnPaDYmJUoBgvVwnFCGRWZBd1ioxIjZSEyUEuOpc9jigwhEz6gjMPxaK6vM1EoMoRdVIlBWHWssD0KljqSPE0ITTXpGR9X+kZgmXrf4qBP6NbpMhODwS8vscTUbzfuvQGyoMMMviTCi3n9V8PvP/Z9EGHr7vwXC8EtC0sUJXiwnPKPZSMwoGOOpc0q/Sp4oLZON1mwkv/8h+7Rj5JTIIdpTL1qpY/glEYXkrQJw6lwVhEodSR8HeOpUjwf+YPhedX1G05GcKMUdndLYCQsQEz11jgq/krin1rGZWol4JC+Us5zqqSfiYVIvqVCpI+kj0YptldAkvyZ7onBLvUWe0XQkponX9dQ5YbEcvagTvaeOBgjx9ZSilTqnvP9EPFFlYkQvlLn/kwiD4ZdSoVJH0kfigscqmeH8FRXhn6WniXbK4GNSSQPAQf0qs6A7HBwqLNFwFVF+w0l9SsQjeaFsFSMrqQZIDhXWJkpxVK6CIFTqSPqY6anL0IupVeoYfikImZ46JkoBICH7pUWMLKYTXbZFUvilExcfRCCSw6+VrCy4ghkKHfX+E/HIDr90qgEyCJU6kjb+igqEksULV3is8GKqqtTwS6t4I01HYkFnKApUJ+6pk1zSwCpGFtPR1FRi+CWxLJI9ddz/SYQhu/yOFdaOGYRKHUkbqQqPFRaRfj/80UUy6akzjsySBoAzi49K9tQ50gChqoExQGL4ZSipT1hOnVBTkYhH8kI5xqvs9wf+EZIqksMvHbuuCkKljqSN1NDE6LjoTCwioxbK9NQJQqanDoiQQ8f0q8ajBAjepwiHTpRBuTEt+yXgjH4l4pEcfhmz/xNwxrhKxMPwS6lQqSNpI9NTp2RnR8bwZ2KxE518QrDimuXU2j8y69TBodmvZNepcqIBQk+pExl+yYUyEYUJnroIrzJAAwRJD9nhl06cqzRQqSNp4ysvD/9cLfeb6Cl1IksaONH7AchNlAIw/BKRsiUCR2a/C8oNPXXE8kg26ujKqhPGACKeqKgS4eGXLD7uXA4cOIA333wT1113HTp06IC8vDzk5+fjtNNOw5133okdO3YkvL6iogJ/+9vf0KVLF9SsWRMFBQXo168f3n//fXMeIMPI9NTF7DephuGXWU5cKAP01MlAZpkIRMqqYzI1yvbU/X975x0mRZX14be6pyfDDEPOGQwEQUCiokQBERVUMIBZ1FXMuqtrQNc1pxWVD1RUEAVEERFBgqAiEiQqOecwwOSZDvX90dNNd3X1xO7qdN7n6Wc6Vt2qOXXr/u459xwZKAuBQlOnLuCeOvEqC4FCMjUHlZgWdQ899BCjR4/myy+/JDk5maFDh3LppZeSmZnJu+++S5s2bVi4cKHub/Py8rj00kt54okn2LdvHwMHDqRLly78+uuvjBgxgkceecTgozEeH1EXzAFPFIZfiqcOTIoSlFAhFzFzXsVTF3iC7amTgbIQKAxMlCJeZaFSaMdVAb5XxbqoC7CPPrLIyMjgueee47bbbqN+/fru93NycrjjjjuYPn06119/PTt27KBatWpev/3nP//Jb7/9Rtu2bVm8eDE1atQAYM2aNfTu3ZvXX3+d3r17M2TIEEOPyUjUIHvqQh5+qZ1RMpvBFLh5EJPFggKohDAZTCjQFq0PQqiQi5g5r0G+UYZFNlqjsdlQVRVHcUbKQF//uqIuFs6rEHiC7KnHZHLaPzIBIVSSINuqhF/GMO+88w7//ve/vQQdQGpqKpMnT6ZKlSpkZmby/fffe31+6tQp3n//fQDef/99t6ADuPDCC3n88ccBePHFF4N8BCHE4cDh0anHgqcuoMcH4bFuMBRoRV2Az6tP+GUsdOpBvlHGaqIU1bPEgMkExcmbAoJHTUWHqjr3FQvnVQg8QQ5pA1A9SxqA2KpQMYJdficWo0o8iGlRVxLJycm0bt0agP3793t9Nm/ePIqKimjUqBE9evTw+e2oUaMA+P333zl06FDwGxsKgrzeLCwEjxR0DTzBrv1FjKY0lvDLwKM5p2qgJ3XAa0JDRJ1QYbThl4Gu/clZ+xevslApgmyrsR5+KaLOD1ar1Z0opW7dul6f/fnnnwB06tRJ97fNmjUjIyMDgHXr1gWtjSElyOvNfEKTQnEDMaD2T8iTwRhNsJNPIIlSIPCeOou2/EYsDOg051QN9PWPt1CMmfMqBB7t9R8MWy3epoRfCpUiyLYak1ElHsT0mrqSmDx5MidOnCApKYnLL7/c67Pdu3cD0KhRI7+/b9CgAZmZme7v6lFYWEihR1mArKwswCkorR7r1YKFax8V2ld+PjaPi0VRFKyqCoFqt6qieNSpsxcWeiVmMQTNMTpMpsD+X1TVS7jai4qMP8YKUmHbKSjA5JkoxWQKrN3gPVC22WzYCgu91n9GI0pRkVf2O9VsDqitqh5ryex2O3arFUdhYbnXmFWqzzGa/Hzvdgb6+sfbVq1WK2p+fkCvhWghouwmBCiFhV73KuLiAn+uXPcqVcVut+MoKIgIWxXbCS+0thrwe5VHn2q32ys8rgonuylPG0TU6bBx40YeffRRAJ5++mlq167t9Xl2djYAKSkpfreRmpoKnBVqerz00ks899xzPu8vWLCA5OTkcre7ovjL8FkScTk5VPMo+ZCdnc38hQtxBMhDkJiZ6R6k2mw2tv31F9vmzQvItstKlf37Me/b53594vRp5gWwDYknT7rFTWFhYUiOsbKU13bM+fm02L6doqIiwClmf1y0CHsAa9UdPHLE/fzQoUNk/fYbx/PyArb9cKTJunVkZma6X2/8+28OBNCWLDk57qQ++fn5bN++nW1z51bYe1WRPsdoUvfvp8aOHe7XWXl5Ab3+AXLy893Pt2/fzvElS8jZvj2g+4gmIsFuQkHDtWs5evSo+/X23buxBdhWcz0moLdt28bhJUvI9rg+wh2xnfCg4dq1HDt2zP16++7d5AfQVjM3bDj7PDOTvzduZGclth8OdpNXjvFLxIq6xx57jDlz5pT7d5MmTaJnz55+Pz9w4ABXXHEFOTk5DB06lCeeeKIyzSyRJ598koceesj9Oisri4YNG9K/f3+qVq0atP26sFqtLFy4kH79+mEprxg7cYLDixa5X2ZkZNB3yJDAhdIdO8auxETOFIviVs2b0+LyywObqKA0Nmxgz4oV7pc169Th8kGDArf9o0fZHB9PQWEhZrOZVs2aGX+MFaTCtnPmDKbNm90eyvj4eAYMGgQBFHU/zJ3L8cWLAahVqxZtLrwQdcCAgG0/HDHt3s3+1avdrzt27sy5gbTVrCzWms3Y7HYsFgstW7akeb9+kJRUrs1Uqs8xmo0bydu50/2ySrVqDArkOQUOpqWRe+AAAE2bNuXc7t2hTZuA7iMaiCi7CQHKkSPk//23+/U5559PnwDb6o4qVcguFo7NmjWjRbdu0K5dQPcRDMR2wgvlyBGyN250vz6vbVt6BtBWt1ss7C1+XqVKFc5t2ZLWFdh+ONlNSc4hLREr6g4dOsTWrVvL/bucnBy/nx05coQ+ffqwd+9eBgwYwFdffeUOAfSkSpUqAOTm5pa6n5LEWUJCAgk6g1mLxWKoEVVof5qwK7PZjCUhIXCCJDHRKzTRbDZjDkb6+5LQHKMpPj6w/5ekJN9jNJsDn2UziJTbdhQFzGav8EtLUlJAjzlOc03FORsasO2HK56ZGhNSUoJjq3Y7qqo6bVVRKnxeje7jKoSmL1OC0Gbt2kdLJc5pLBARdhMiPK9/S1JSwM+TZwIqRVGwmEwRZatiO+FJoG01wSOCTlVVzIC5EtsPB7spz/4jNlHK559/jlqcBro8j4EDB+pu79ixY1x22WVs27aNvn378s033+gKLoAmTZoAsM8jNE/LgeLZV9d3ow69zJCB9DCFQ7FTbZamICRKibniw8XH5wqtNZlMga39ReyWNPBcU2cOoOfTucGztureT7SfV02ipGBMtqixaKtC4NHcqwJ+/YOX/cdiAgohQAS5pmqcNqlXjNlpxIq6QHL8+HEuu+wy/v77b/r06cOcOXNI9DAMLR07dgRgtUe4kye7du1yr2/p0KFD4BscDgR7wOMh6lRCdHFqBsoBr/0TDsLVaIqPz3W8qtkc8HBTk6Tf98oAFhD0bDXaz2uwJ3VABspCYNCKuiCUNPCMkrHb7WKrQsXQTkAGuvyONvul6xEjxLyoO3HiBJdddhmbN2+mT58+fPfddySVsk5k0KBBxMfHs2/fPn799Vefz6dNmwZA165dqVevXlDaHXKCXcPNwzMAIZrFDnZB1xj21LmPNwjeD5OUNAj8TL3JhBJrdaq0E1dBEHUxWX5DCDxBrlMJ+E5ARPv1LwQHo2uqFu8zVohpUZeZmUmfPn3YtGkTffv2LZOgA6hWrRpjx44F4J577uHkyZPuz9auXcvLL78MwL/+9a/gNDwcCHYNNw/PAITOU2fUMcZM56Px1DmCIeq0M3XRfk7Bx1a16worjaKcTWkeQxMQwRZ1SPilEAgMCL/0nNSUCQihwmjvVSVExVUEn/DL4n3GChGbKCUQ3H777WzYsAFFUcjIyHALNS3Dhg1j2LBhXu/95z//4Y8//mDFihW0bNmSyy67jNzcXBYtWoTVauWhhx5iyJAhBhxFiDDAU2cOdWhSsD11MRrSpqoq7iX9wRB1sTb4cDhAVYM+qFO1nrpoP69BLugOMlAWAkSww6/BdwJCbFWoCFpPXYD7VZ/wS4gpW41pUeda96aqKl999ZXf7zVp0sRH1CUnJ7N06VLeeOMNpk6dyrx584iPj6dbt27cd999jBgxIphNDz3B9tQVZ0l0EZJZ7GAP6hTlbEhbcSIfJdo7H+1kQJA9dXa7Pfq9H9qQVgI/+wk6oi7az6uEXwqRghGeOvEqC4EgyLaq66mLIVuNaVG3dOnSSv0+Pj6eJ554Iqi17MIWbWhiMFK+htpTZ8AxqppjNEd756MZKFe0eHVJ+IRfRvtAWRPSCsGZqVdj0KvsJeqC0cfJQFmoLKoKdntQk08A4qkTKk+xrRou6mLIVmN6TZ1QCYIdmoiv4Al1opRghF/5HGO0dz5aoWxE+GW0D5TFUxcctJ76YHjqJPxSqCx6kzpB8NTFXFi7EHgMmICMi493L+8QUScIZUWb7j8IAx6fGk5R6KkLeYip0Wg9dUEQdT7Zr6K9Q9cTdUGsUxUzN0pt+GUw1tSJp06oLAZN6viUNBBbFcqLjq0G3FMXF4frzhQzE5AeiKgTKoYBnjol1IInyGECQOyFtBiQUdBnoXS0n1Od2U9LGbL4lpvi/1XMiDoD6tR59ptS+0uoEHoD5SCEX4pXWag0OrYa6HuVyWTCXlz7NmbuVR6IqBMqhgGZ4UIueIw4xlgLvwx20XpisKSB5kbpIDihgq7/lUrsnNdgX/8S0iZUGgm/FCIFg9Z/x1z5HQ9E1AkVwwBPXcgFjwEFXX1CTGNsoCyeugCguVGqJhNK8UxlIIm59Z8GXP8+3o9ov/6FwGNQ+KXYqlBpDLJVR6zV//VARJ1QMQxYbxbym4gRdapibaBsQEibz5q6aO/Qi23GtcbVlaUy4MTgBITXumGpUyeEI3ohbVJ8XAhH9ERdECbLHMXjKnf/HUO2KqJOqBgGZIYMuadOK+qMSBMd7QNlA2p/xXqilKCJulBfj0ZjQB8nIW1CpSm+Z7gGsDYgTmxVCEc0USXBslUJvxSE8mKEFyvUnrpQhF9Ge+djgKcuTivqXI9oRXOjdARJ1MXcTL0B0Qgxt/5TCDyaSR0bzgyAgUZsVag0mqiSYNlqzJXf8UBEnVAxjFhTF2rBoxnUBWNBrynUx2g0ofDUFe83atF66oKQfAaIvfIboZi4ivbrXwg8muvfTnAGymKrQqXRsVVLEOv/iqdOEMqKAYJHCXVdHAM8dTEXfmmA98MnUUrxfqMWbUaxYIm6GJ+ACMb1LyFtQqXRCWkLxkDZ01al/IZQIfTCL4OYqTkm7v8aRNQJFSMUmeGi0FPnU3w42jsfA9YpeWbTEk9d4Ah5OLTRGLCmNuaS+giBR8IvhUhBx1NnCsJyAQm/FITyYkRoUqgFj1bUGVF8PNo7H4NLGsRE9ittRjHx1AUGI8KvY638hhB4dAbKZiPqf4qtCuXFoKReEn4pCOVF63ExIoVyCMIvPVOaB8VTF2shLQZMBsScp05bpy5Ioi7mQgUl/FKIBLSJkhQlKHUqfcLao7lPFYKDQfcq1wSkiDpBKCvaWexoTKFsgKcu5N5IozEgwU5cfDxq8fOY6NSNCr8M9RpXozHg+peQNqHSGHT9i6dOqDQaW3UEOalXTEzqahBRJ1SMUKypM/LCVFWfY5RBXQAwoKSBJT4e11mMiU5dwi8Dj871Hwyvsk+osM3m3LcglBVNnbpgXf8+k6zRXipGCDzae1Wwwi/FUycI5cSIJCKh9NRpMwriXf8sUMS6py4YkwFxcXG4zmJMdOpaWw1GNjHCIBzaSHSuf0MmdZxPAr4fIYoxyFMXc6VihMBj1L3K5alTVVRVje77vwYRdULFMMKLFcpBpEGDupgaKIMhJQ3i4uJ8PXXR3KlrZz+DdKMMeTi0kWjPKUGagNBb/xnN51UIPCEQdTGRgEoIPEbVVPW4V6nFURexgog6oWJEe2FenUFdMDx1MTVQBkPsxmw2+3rqorlTt9tRVdW9jjBY4VchLzFiJHqTOsEoaRBrNRWFwGNQnUqxVaHSGLVUwGO7UX+v0iCiTqgYofDUhVjUiacuAGgyigbDU6coCmpx9reYGHzYbF7n1DBPXTTbqt6kjodXLVBISJtQaST8UogUDMp+GXPLWjwQUSdUDI3HJRherJAW5tVbUxeEQV1MeT/AEE8dnM2qFRODDwOSz0CM2WrxsQW7pInumrpoPq9C4DEo/FpX1ImtCuVB068Gu6QBxMAEpAYRdULFiEFPnSUIoi7mwi8NSJQCZ4uaxsTgQ3NOg+api6VMrQYlSoqTgbJQWQwKv4y5UjFC4DEo/DLm6v96IKJOqBiakK+grDcL5SBSc6O0A3HBWP8VSm9kKNB66oIk6mKqTo1BnrqYmoDQDD5sBOf6j7NYYqv8hhB4DPLU6WYVFlsVyoNmXBWM5Rcg4ZeCUD5CVcMthJ46O84EHIEmpgbK4GM3wZgMgLNhHTExo6z11AXpRmnSq6kWrehc/3HBqKloscRW+Q0h8GhC2oI1qSO2KlQa7frPINmqhF8KQnkwKDNcOIVf2hUFUxAKZcZUSFtxsdqQeOqiefARKk9dNNuqpo+zERxRF3PlN4TAY1DyCbFVodLYbKiqikN1BvIqQbLVkDoEQoyIOqH8hCAznN1uD22ilCAIOoixzkev9leQvEqugY07RDiaBYhRok7PVlW1hF9EMDrhl5Yg1VSUkDahUmgGykaEX8ZEvyoEnuLyO26CldRLwi8FoRwYlEQgnDx1jmCJulha0GtQQXfnhmPIU6cJvwzWOgXdTI2eYZ/RhEHhl+L9ECpNsahzEayJMt0JCLFVoTxoJiCDJupiKapEg4g6ofwYVMPN0/sX6kQpDqNq/0Rz56NnN8HKfimJUgJOTBUfNjD8Ujx1QqUwKPutRS+pT7Re/0JwkPI7QUdEnVB+tBmMCM7soM8g0m43LtxLK0CC5KkL6TEajY6nLmhr6opvFjEx+DDIUxdTdar0sl8GWdS5Q9qi9ZwKwcEg74dMQAiVxqB7lYg6QSgPmgGPyWQKyo1EN9zLqJuIQYvPdQfK0XqjNMjD69xw7HrqgiWUdT110Xpe9UqaBCn7pXg/hEphkPdDwi+FSqO11WAtFZDwS0EoB1pPndkMihLw3YTUM2BQkUxd4RqtN0ptOmOcBW2DQix56rSizsg1ddF6XkPgqYt6oSwEB433I1iTOrL+U6g0oUrq5XrEACLqhPJjUBKRuDAQda6QqKB56mJpoGzQOiU4e7OI+nMKxoVfxpKnzsBEKeL9ECqFzXY2dBeCuqZOJiCEShHKpF4x0q+KqBPKTyyEJsbCMRqNQQNlOPv/UsGZGS5azyn4DOqClv0uPh7X7Tjqb5Q6ExDBKmkg3g+hUhjkqZf1n0KlMWgCwif8EqJ7DOCBiDqh/GjD6IxKIuKx76BjUPileOqkTk2lKBasRsx+es7UR/2gTuOpl/BLIWwxKPul7gSE2KpQHmSpQNARUSeUH4O8WLrhlyHy1AXtRhnDnrpgijq0oi5az6mBGUVjalCn41U2B6Gfk/BLodIYlChJN/xSbFUoDwat/xRRJwjlwSBPnSU+PnQ3EYM8dSE9RqPRySgYjJA2iKGUxgbW/ospAaKduDKZUIKRDMpslvBLoeLoeOql+LgQlhgYVaIbfhkjtiqiTig/Wu9AsDx1ofQMaIWrkSEt0dr5GOip8wm/jFaPksGeupgJFTQoGZSiKO5Jsag/p0Lg0bn+gzVQjilPvRB4dCYgjVj/7V4qECO2KqJOKD9awRNEUReymUG7HVVVcRQXAleMPMZo7XwMTJQSy546SWkeAAzy1MPZ/jPqz6kQeAy8/s1ms3jqhIoT6gnIGLFVEXVC+Qmlp87A8Eu1WNAVNyYou4mpgbIkSgk8ejdKAxKlRP0EhEFragF3/xn151QIPDrXf7DCrxVFAa1XOVr7VSHw6ExAGOpVjhFbFVEnlJ8QeOoMd6EbmFEsZMdoNCHy1Nnt9pg5pxDcNXUxc6PUntcgijpXaHfUn1Mh8GiytELwBsqA+zqQCQih3BgYfhlTE5AaRNQJ5ceozJAh9tR5zSgZIOqiflAnnrrAoyeUJVFC5TEw/NIV2h31ZSKEwGPgpA6cncAVWxXKjZ5X2SP7dyCJqXuVBhF1QvkpDk10rTcLZvhlyGZbQln7J1o7HyMTpWjX1EXrLJ2BQjmm1n8aVLYFEO+HUHEMDL8GfEOFo/VeJQQebYQXYJbwy4Ajok4oPwYJnpDWxTHIUxdTYQI6JQ2CJUB86tREa4euI5SDVSbCYrHEzo3SwPBLH1EXredUCDx6138QPXUyASFUmFBHlcSIrYqoE8qPRvAEy1NnMpncaWlDUdJAFvQGGAM9dT51aqK1QzdQKMfU+k/NeQ3WpA4g3g+h4hi4ThmQCQih4oQ6qiRGbFVEnVB+DPLUQQjTfWuLZEpIW+XRLOo3tKSB6xFtaM5psG+UsToBYainLlqvfyHwGDhQhrP3wai//oXAY+CkbkzdqzSIqBPKj0GhiYBvYd5QhV9K8onKY+AAxMdTB9F5Xg2cqY8pWzUwUYp4P4QKY+BAGXQmWWUCQigrBk7qxtRkuQYRdUL5CaWnLhYSpURr52OgAPFZUwfReV5DHdISjecUfMMvg5h8QrwfQoXR6VODtaYWzl4HYqtCudG5VwVz/XfMTEBqEFEnlB8DPXUhW2+iOcZgZRQzm82x0/norP8yB2s9Zox66oIp6mIxUYprVllqfwlhicvrYUD4NZy910tJA6HcSPilIYioE8pPLHjqbDavgq6mIGUUUxQFQhViajQGFa0H7/o3UT1Y1hHKwZr9jClPXXHZluKiLUGduBLvh1BhDA6/lAkIocKEeqlAjNiqiDqh/BjpqQtVaJJGuAaz9k/MrFMwsqCzeOoCTkzNfho4ceXqP1VAVdXovf6FwGNw9kvX5GbUX/9C4An1UoEYsVURdUL50WaGNLLYaZSVNIAQZvg0Gm2h3CAOPuLi491elqgWy6Ge/YxGW1VVQ69/nwkIm83ZBkEoDQPXKYHH+k9VdU5ARGtWYSHwhGgCMtZChUXUCeXHoPVmQGg8dcU3q6gXrkZjoKcuZgSIgbOfuus/o9FWtZMPBDn80mPbDofD3f8IQqkYHH7peR9UXRMP0dgHCIEn1BOQMWKnIuqE8qMNTTJS8BgxMNeKD4wRrlE/o2Skpy5WZuoMHNQpioJSfD1G9TnVEXXBWlML3gPlqC/qLgSWEBUf99xnVPYBQuCR8EtDEFEnlB+tpy7aFmYbPKgLWYZPozEwUUrMzNTpJEqROlWVRGdSx9DwS482CEKJGFx83KxXKkZsVSgLOhOQwUzqFTPrvzWIqBPKTwjW1BnqGTDYUxcTA2Xwrf1lkKcuqjt1A2+UQGxMQOhN6gTxnMpAWagwhYXAWbuxEtzr36G3VjkvL2j7E6IIA73KunXqonVcpUFEnVB+QrmmzogLU0/UBdFTZ4qVlOba8xpEURcznXqIwq+i2lbDwVMXjbYqBJ6cHODspGcOQfbUWSy4JJx7orW4DYJQIhJ+aQgi6oTyY6SnTptty4gLU2em3hxEURcznjrNYDnYnrqY6NQNDr+KCVs12FNvkvBLoaLk5gJn7SaX4F7/cXFx5BY/d9tqbq7f7wuCGym/Ywgi6oTyY6CnzqTNthUiT10wRV1MeD8gZIlSYkGAuGbNgy3qYsKrrLdOMZjhlxYLrp4mqs+rEHgMFnUWi8VX1ImnTigLmnuVZL8MDjEt6o4dO8ann37KqFGjaNmyJYmJiSQnJ3POOedw//33s2fPHr+/bdKkiTMbnJ9H165djTsQozGwhpNPtq0QeOpsBHdQp8SKqBNPXeAxOFGKTWur+fnRV1PN4DTxsTwAESpJsaBy2U0OwV1TFxcXh0vCiadOKBcSfmkIQVx8Ef489NBDTJ06FZPJRJs2bRg6dCi5ubmsWrWKd999l48++ojZs2fTr18/v9u45pprSE1N9Xm/efPmwWx66Cj2lhnlxfKp4RSCRCmGr1OKxgGdh5c1ZJ66aOzUrVbAOAFSpOepKyyExMSg7dNwdK7/YA+UbUA8UW6rQmCx252TKhgbfplZ/FxEnVAuJPulIcS0qMvIyOC5557jtttuo379+u73c3JyuOOOO5g+fTrXX389O3bsoFq1arrbeO2112jSpIlBLQ4DiovjhqKGk8PhCEn4ZdALusaCp85VVBkPT50BA2XP/UWlWNaEX+URXFu1Fl/rXnUqc3OjS9QZvE7RYrHERqiwEFg8xJSRos7HUyfhl0JZkOLjhhDT4ZfvvPMO//73v70EHUBqaiqTJ0+mSpUqZGZm8v3334eohWGIwem+Q+KpMzikzSVuVAxcN2g0xf83VVXdKbGDaTcxM1NncPiVarFQhEbURdugzuB1iroDkKKioO1PiBI0os5B8Cd1dNfUiadOKAsFBcBZuykkuCUNrMXP3XZaXP4j2olpUVcSycnJtG7dGoD9+/eHuDVhhGbAA+Kpqyw+xxiN4kNnMiCYnjqLxYKrC3fvs/imEjU4HIaHX7kGdZ7Xf9QN6ooFlZFr6mSgLJQbjahzlRoIdqiwa69S0kAoF9nZgPcEZDA9dT59an5+dE6Ya4jp8MuSsFqt7kQpdevW9fu9jz/+mMzMTGw2G/Xq1eOSSy7h4osvNqiVIcDgdP8hETwGh19pvZHmaBR1erW/ZKBcOXJzfUJajQq/qq4Nv4wmdDIKVpWQNiHc8LARu93utiHDwy9d/ZCiBG2/QoSjqrpRJcEUddnFz32iStLSgrLPcEFEnR8mT57MiRMnSEpK4vLLL/f7veeff97nvc6dOzNt2jRatGgRzCaGhhAV5nbv0/UwBdHJbHCiFB/hqqrBP0aj0ST0gOCvqYv6gbJmpl4l+OFXLrHsqhupKEr0nVcDBx8QI7YqBB7N9e96ZXj4pcPhjIJISgrafoUIJy/PaSectZtsgmerZrOZApwT8l6iLjtbRF0ssnHjRh599FEAnn76aWrXru3zncGDB9OzZ0+6dOlC/fr1OXLkCMuXL+epp55i1apV9O7dm7Vr11KrVi2/+yksLKTQI843KysLcHoJrVarv58FDNc+yrWvggJMdrt3+JXZHLT2qh4XvdVqxW634ygogGCWUSgsxGS3YysWdzZAUZSgHaOiOca4uDgc+fkQzNp4laTctnP6NCa73f39IgCLJah27hp82Gw2p72eOYPDgOvKME6dwuSq+WO3k8fZdZnBOq9ms9kr/EpRFNQzZ1DLuL8K9TkGo5w+jeJx/ecQ5OtfUdyiztXHqadPl/mcxgKRYDdG47JTcF6LrusymNe/oii+/SrgOHUqqNmMK4PYThiguVepnL0/B+v/YjKZyHE4sHuMVx2nToHOeF6PcLKb8rQhPK/CMvDYY48xZ86ccv9u0qRJ9OzZ0+/nBw4c4IorriAnJ4ehQ4fyxBNP6H7vvffe83rdpEkTmjRpwuDBg7nwwgvZs2cP//nPf3jrrbf87uull17iueee83l/wYIFJCcnl+2AAsDChQvL/N2EU6dosn07R44cAZyDyM1//828efOC0rYjx47hSmOze/duTp48yfa5c3EkJARlfwDVtm2j1vbtHDt2DHB66tavX09SkGYij5865X6+Y8cOEhMT2f7990E9xkBRVtupsn8/9bZvp6B4XVsucPLkyaDZzZYtW9wD5czMTLZv3459/352BGl/oaDq7t3U3b4dgPz8fLf4mD9/ftD2mZWVhcsqt23bhslkIruggEPlDL0qT59jNA1+/ZWUI0c4dOgQ4BR1u3fvDpqt7tmzx22rBw4cwG63k3/qFPuqVAnK/iKZcLYbo6m7YgVVi5eIZGVluW1o+fLlbN68OSj73Lt3L3agAGeugaLi9af75s4lv4yD5VAhthM6Ug4fpkHxvSorK4s8wAH8/PPPZGRkBGWfLlGXn5/P9uJ9H/3xR07v2lWu7YSD3eTl5ZX+pWIiVtQdOnSIrVu3lvt3OSWEtRw5coQ+ffqwd+9eBgwYwFdffeUMLyoHGRkZjBs3jnHjxvHdd9+VKOqefPJJHnroIffrrKwsGjZsSP/+/alatWq59lsRrFYrCxcupF+/fmVfXH3wIKadOzlz5gzgFDwdOnZk0KBBQWnj/K+/hmXLAGjYsCG1atWieb9+oFMbMFAo6ekoWVkcPXoUcHrqLrrooqAd47TJk2HNGsA5OVClShWa9+kDBthARSmv7SirV6McPUp28WLpHKBevXpBO6e1atXizeLnVatWpWXLlqAotBo4MGrCWpUVK1BOngRg6dKl5OIMjwrWOQVnxuDs4gFj06ZNiY+PR23YkAvKuM8K9TkGY9q/H6pU8Qq/PO+884J2Xjds2MDa4ud16tRx2mp6Om2C+H+MNCLBboxGycx0h7CvXbvW7fno379/iRFClWH16tWAc1Kubt267nq8zTt3hjZtgrLPyiK2EwasW4fp4EHAaauuUfiAAQOoWbNmUHYZHx9Pts2GxWJx9qlAi3btUC+9tEy/Dye7cUXxlYWIFXWff/45n3/+ecC2d+zYMS677DK2bdtG3759+eabb0iooKfk3HPPBZyzriWRkJCguw+LxWKoEZVrf4oCZrMz9T5OwZOYmBi8IpKa82M2mzErSnDDLzXHaCe4x2hKSkIFXNMHZrMZs9Ua3GMMEGW2nYICMJvdL3NwdrrBOqdJSUnuG4eqqpiL9222WoM6IWAoHudUVVX32q9g9h0Wi8V9XhVFcZ7XCoRDG93HlYv8fB9bTUhICFp7ExIS8JxqNJvNkJ+POS5Okk9oCGu7MRqd6x+cfV+wzlFicT1K177c/WpRUdjfr8R2QkhhoZetupKYBNNWXfcqh8PhttNIvVeVZ//RMWVdSY4fP85ll13G33//TZ8+fZgzZ46786oIJ4tnz6tEY/iMTg23YBq8TxIRjzYEDYNLGpj1Fp9HW6IETfIJI7I0utaYRW1NNZ1ECcE8pxADWUXtdueifkKcKMVmi5m6SkIFCUGiFNe2c9H0q9HUBwiBJzvb/dTITK3Z6CRKiXJiXtSdOHGCyy67jM2bN9OnTx++++67Sq+dmj59OgBdunQJRBPDixAIHtclaVgRSU2dKitSp6rSaNLEGzFQdmWDjNrBhyalechEXWGhO7tpxJOX51Mmwghb9TmnEF0TEEJgcTj8irpg16kD5zXhlSxNbFUoCQ/7cDgcbk+d4aIuBuw0pkVdZmYmffr0YdOmTfTt27fMgu7bb79lTfEaKE+ys7MZN26cO4GL53q5qEHHUxfUFMrx8cYLnhB4laI+pXkI0sSDzoxyNJ1XzaAu2OcU/Niqpi0RjWbw4cCYMhE2nMknotZWhcCSn++efABjvR8gnjqhnHh4yFz3Kgj+BIQr/FKvHdFKxK6pCwS33347GzZsQFEUMjIyGDt2rO73hg0bxrBhw9yvlyxZwttvv02jRo1o27Yt6enpHDp0iHXr1nHq1Cni4uJ47bXX6Nu3r0FHYiAGe+ri4uLIAqpgoOAJgVfpZPHzWBF1rqQewcJzRjlqBx8hCL+0WCwU4pzM8ZmpT08P6r4NQSPqjKr9BTq2Gm19gBA4NP2Yw+HAlR/P7LEeNNC4bDWqJ8uEwOPHUxdMW9X11OXmRl8NYA0xLeoyMzMB58LNr776yu/3mjRp4iXqhg0bRk5ODmvXrmX16tVkZmYSHx9Po0aNuO6667jnnnto27ZtsJsfGgz21Ol6BsRTF1moakiEsms/UTn48DincHb2MyHIC7qjfqZeM/gwakYZothWhcCjsQ1XiniTyYQpiAPWmJgsEwKLqup66sxmc7mzy5cHXU+d674ZjfkuiolpUbd06dIK/a5379707t07oG2JGELgqTM8iYhOqGCwB3VRnSilqMi95irk4ZfRMvjIz3fOOBbj8iqlGBB+CVE8qNOsUzQypE1EnVBmNNebEevpoJSwdlWVbK2CLx73fzB2qUAuYPO0U3AKzCgWddHrgxSCQ7R76ux254AZ4wSIZ5r4qEyUovEoQfC9n1Ef0qY5DiOzX0IUh1/58dSJqBPCCo1t5BSvrzPq+vexVZvNnWBMELzQrGNzhV8aZavZHmtPgajvV0XUCeUj2j11IRAgUR9+qRkoF2FMRlGIYvGhnakvTuoRMlEXLZMQIuqESEBzvRlhp1DCmjqdNgkC4NOPFahq0MeNcNZWs/Q8dVGMiDqhfBQUAGc79EKizFMXoux3PseYlxf8enxGEYLkE7EUJghnZyONulHGwnkNhaiTNPFCmdBcb9nF16JRkzrW4ocXYq+CHhoR5XplVKjwae04KsrtVESdUD40CS+M8GKF0lNnlABx7cdrUBctA2WdhB5gnKfO55xqZ+4iEY1tZBUfo4RfVpIQiLqoDxUWAo+f8EujBsoABdprIlruV0JgCdEEpGv7WaqK6hmCKZ46QfBAR9QF80aiu95MkyQioITIq+TKXibej8Dg11Onqu41kxGNh22oqmr4jTLWPHUhK78RDRMQQuDRXG9nDJrU8bwOCrX7kkkIQQ+NXWQZfK/KBm9RF+V2KqJOKB8aUWdEaKKPp06Tzj2ghFCAxIr3wwih7ErrnYfO2o9oOK8ex6CqqiHiA6J8TV1RERQWul+GxQREXp7+j4TYJsThlwD52hpj0dAHCIFH4xnLMthWfcLaxVMnCB4UDzKMDL/MA1QMGkSGIFQw6sOvQnBOFUUhLi7OvSbSX3silhCECXtu3yesNRrWgOoUdDZS1OUBjhjL1CZUAFX19X6EQtRp6+FFQ78qBB6NrZ4x2FZ9CpCLqBMED4o7bteAzghRp6LjcQnWYCecknpEy4AuBN5P8M7U5q89EYumnppRos7vBAREvldJYxdWwJWk3YjrXwUKtN6PaLBVIbAUFvpMoLjW1Bq6pk5sVSgLGhFlVKhwieMq7eRZFCGiTig7Nps7PMnI8EvQcaEb7KkzYk1NVIa0Qci9Sj5DjWg4ryHwfnpuPx8dr1Kkn1fNoNQzvMyIPg4gT+v9kIGyoEXHJk4XF3c2ck2dj61G+vUvBAeNvZ42eP2nj6fO4Yj8CcgSEFEnlB2PC8HI8EvXfoz21NntdqlTVVk0oUKhECBRV3xU55waLZRVwKqd6Ij08xoiUec5UPZZpxTp51QIPFrxlJBAgcHeD4A8RfH+UGxV0GKz+SQmO2OwVzmX2AprF1EnlB2Nd0DFOWMfVfXGJPwysBQVgfVsRSPPc2pUp56tDROM9POqCb8KhVAGKNT+/yJ9pl5jF56eCPHUCWGD9jpLScFmswEGizrx1AmloedVNthWHYA9IcH7wyheVyeiTig7GlHn8tsZMYttiKfObveaVXINlhVFcWdTDAZRLepClHzCc/s+nrpIH3zonFOjhTLoiLpIt9cSRJ0R4dfafeq1SRC0NuFITnanbDfy+s/VeuoKC52eGUFwoRFPDrOZPINLGgDYkpK8P4ziflVEnVB2NOGXIfViBWNg7mewLAWdK4E2+YSi4PLbGSbqos1Tp2m/PS4O11AqpHWqIl0sa85rrnjqhHBEc53ZExPdzw1dU6f3BbFXwRONPajJye7nRoo6q3jqBEGHECS8MFTwaAfLqhr0RDBQQkbBgoLIn/nUnFNPIWDUeT2jTbUf6eJD036bgYM6L09dtIs6j+dGiTof74cMkgUt2vtUiK7/PIcDpFadUBIa8WQLlajTeupE1AkCfsMvjQhNCoWnzugwQZ9j1GlTxKFpf4GHrYTMU5ebG9kpjTWDOlt8vPt5SEVdpAsQrajzEFhGiTqfMxjp51QIPGEyqWOz2yElxfsLYq+CJ2EyAWHTeuqi2E5F1AllRyf80qj1Zrrp/rWD9cqiHdQZHPtdANiiLUuTpv0FBnrqXNv38dQ5HD4ZuSIKzaDOM7TEyBtlQTR56nQKOnu+CpmoKyjwSjQkCD6izuP6N3JNnc1mg9TUEtsmxDhaUefhqTPSVosk/FIQdNAJvwyZF0tVAz8w13RA2SFY0Bvt3o8Cg9LEe27/jF4IaySfV+06RQM9dV7p96Mp+11BgU9BZ6NEnec51bXKSD6vQuDRXv8GTup42qrNZvP11ImtCp5owy9DtP6zyOMeCUT2/b8URNQJZUcn/NKogXkeOqGJgb4wNTek7BBkFPOpUxXpN0lt+GUIRF2hzQbamPpIPq8leOoMtVU9URepYa06fUmOx7EY5anLdzgg2iZ2hMBSgqfO0HVKVquEXwolo52A8LgPG2mrup66SL1XlYKIOqHs6IRfGjXb4gAKgu0Z0HrqikWkkZ1P1BUf1qaJN2idkuf2bTabV9YtvXZFFFpRF6I1dT62GslhrVp7SEqiyGMSyaiSBja73TekLZJtVQgsRUXOhwehuv4l/FIoFa2nLkQTEIVaT53N5izBEYWIqBPKTgjDL0HHMxDowY5me1kGiTqvkLZoE3Wam3x+CDx1AGo0zShr2l4UguQzoHM9QuQO6rRrLFJT3QWdwThPne5AOZJtVQgsOteXZ2hZsD31pYZfiq0KLhwOH3stCpGo8wm/hKhdVyeiTigbmpmNUIg6nxpOgR5AarZ3JgSeurxoEnU6ySfyDKr9Bd4DEHsUh1+GIvkMgNXhAI81EkDk2qu23ampzvCyYowSdVarVUSd4B9tvxUXhzUE0Q8gnjqhFHTC8YtC5FUucjh8l2CIqBNimjzvUqNGr6kDAwrzasMvixMnGOr90NapiuSbZFGRT+a+UIRfgncqZSByB8o64VdGeuo8hbKuAIlUe9URdZ6eOiMy/IJ46oRS0NpCSoozZLeYkK+pi9TrXwg8WltVFKwe94+QZ2qN0n5VRJ1QNrSLsx0O8jH2JuJzuwjkDcRu91kPdCYEoi7owtVIdP4/nrW/DO3UtaIuUgcfOu0uDFH4ZVSFX5Ug6uLi4lC0ky0BxGQyuUVjLA0+hAqgvf4NDBMGMHtEkuhe/3l5PllkhRhFL6TdY52y4feqKlW8vyCeOiGm0dxMjK7hBt5eHiCwgx2dwfJpj0FdMIna4sPatsfHU2hQRkHt9q3RktJY2+64OIq8Xkr4VYUoRdQFG8+kPiLqBL/oeeo8RF2wJ8oURSnZVsEnqkeIUUqJfjC8/EaM9Ksi6oSyoemoc4pnXIz0tuQEMzRRe4GbTGSHQNTlao+xsDByiw+XMgAxVIBEq6cuNdUr/MrwkJZoCb8SUSdEAjrXv1FrP7X7sFqtznVKwZxsFSIXrSesSpXQ3f/FUycIGjQ3kxyDPHWeg9RcbV2RIHrqHMnJuPYWUm8kRO5NMsShQiV66iK1ppr2nIZSKMdI+GWwhTKUQdRFoq0KgSfE17/nPmw2G5hM0TOxIwSWECaf0m4/libLRNQJZUPTURuV7r/E0MRADsw1F7jDI1OSkWmidYsPR+pNMsThF16iTlt81G6HgoKg7j8o6Hg/jbxRRmWiFLvdN2QsnDx1UVxTSSgnIY5+8NyHe78i6gQ9tLYqnjpDEFEnlA1NRx2S0ETth4EsdqzpgDzD9QztfKKp+HCIByBeAkSvTk0kntcw8n5GTfilXps9ZpUND2nTnlOITFsVAk8p178RXmXXPvyKOrFVAUqt/WnkUgGr1SqiThC88JjJVlU1NJ46Pa9coAaRmu3YQyXqoilMIJwECPjWVItEARJO6xT9hV9GWqigznpakpMN9dR5DZQtluip/ycElhB76j334d5vNHjrhcATbp46rZ3qlAeKBkTUCWXDo6NWVdXtNTPywiy024M32NFsx7NYdVgMlCORSBAgkUY4CWV/oYKRdqPUsVMUJXThlxA9EztC4NALGTf4+vfch3jqBL+oaqmeupCHX0JUeutE1Allw2Mw6So8DsG/ME0mk7tGVFDX8GjDLz3WYBle0DVaZj5DnKmt1PMaiYOPEKc0L1UoQ+TZq87aT0BEnRBe6F1X4bCmLlruV0LgKCjwrVcY6pIG8fHOhydR2K+KqBPKhkf4pcPhMMxT57mPoHpbNDcia4hEXdSEX6pqWCVKiZqaaiH21PkkSomGG2Upos7w7JcebXATaedUCDx6YcJJSeG3pi4S+1UhsOh5wEJ9/4eYWFcnok4oHU32tZCKuij31EWNqCsq8q2vJ+GXlcNm8w2/CvU5LW6DF5E2qBNPnRAJ6JQzQFFCv6Yu0vtVIfBobSApCeLiQlvSAGKiXxVRJ5SOtoabgeGXoJkZDMYNxG73yaJppKfOJ0wgGjoePxkFQxp+EemeOj/hVyG/UUb6oM6PqAtZ9kuPNriJtHMqBB49UQfhF36Zlxd5yZKEwKJTeBww1KssnjpB8IemhpMDcEmgsCjMW1l0BstFHiFlwT5Gz3WDUeFRAt82F4fpiaeuEmjtVCf8KixmPyNNLIeBp84npE1EnaClFDuFENmqtl91OHzrPgqxRRjYqog6QfCHNt2/gV4sz30ErS6WzloFq8dxhTzE1GqNjoyCnO1cTSYTJlNwu5+oW1NXSpZGCBNPXaSf19RUHA4HarG3wcjr3263O/crok7QUgZPndGTrKqqRkeyJCGwlMFTZ3iiNIiJflVEnVA6mg7ayPVmnvswzFOXkoI1RCEtulkaIfI6H52EHhCadUru/UZ6TbVSzimEIFEKRL4HNMQJfbT7sNvt+hMQxbVBhRjFz0RZqNbUQbGtms3ONVOeiKiLbcRTFzJE1AmlowmlsHmEJhouePS8ApUdmIfRoC5qUu+W4qkzevChK5btdq8EQGFPGMzUe3pXoyL8Uq8AbYhFne7klapKSFusEwaTOtp9RM26WiGw6BQehzAQdeKpEwTC21OnV5C1vIS4SLbnPqLmJhkJnjqIrPNailCG4J9XRVFKt9VIEnV6/3+NqDMypA2Kz2tyMhSvs3UTSbYqBJ4wSZTik4AKIntiRwg8OoXHwVivsq6daj11+fnOrNJRhIg6oXS0NdxC5KkLWrHjENf+gjIkSoi0m2QYJJ/wGShbLOAxIQFE1kDZj1AOVfhVVExAaNtqsRie0Ee7D6vV6kyCE8nnVQg8ZZjUMXoCImpCsIXAUgZPXUiyX0bD0pZSEFEnlI4m7MfqcTEaLniCMTAPt/DL4jZ4EWkdTxiEX+rO1EWTVynEKc39Lj4vLIyc2U+9yYcQ1P4qk/cj0voAIXDoZZQM8aQORNEkpBA4iop8lzWEy5q6xETQ7jfK1tWJqBNKJ5w8dRD4gXk4hl9G+oAuHMMvPdrhJpLOa5isqSk1pTlEzqAuDBb0a/cRFbYqBBa92m8hntTx2nckT5YJgcVPSDuEgahTlKhPliKiTigdTQddFGpRF+jBThiEX0ZVSJuqhmf4pUc73ETS4CPMPHVes59ms/eXIsVeRdQJkYC2n1KU8FpTF8n3KyGwaEVSfLw7uirkJQ0g6vtVEXVC6WjDLz0ulrCoixNoT10IEyX4DWmLJPFRVOSsreeJJv12SNYpebTDTaR06A6Hc1G3JzoCxOjrEfAaYLqJFHsVUSdEAtrrKSnJue4S7wFryNbURfL9SggsfvpUCANPHYinTohxbDaf+Ogig9fUlVrDqTKDHbvdd7As4ZeVQ++GLp66yhGG4VdeN0oRdZVCRJ1QIn689BAmthrpNUCFwOGn8DgYu/7Tr6iL8n5VRJ1QMjqDs0KPiyUsUtNXZgDpR4CEPKOgXscTKTdJPxkFIQxEXaR66rTtVBRn2ntClyghKkJayiDqwsb7ESnnVAg8ftbTQpiIukivASoEjjDx1OmGCYN46oQYR3szMZko8ihAHBaFeSsz2NH+1mSCpKTQJ5/QHqOOxzRsKUOnHjaDj0jxKGnbmZzsDr8Kua2CeOoqiWS/FEokjDx1ZVpTB2KvsUoJnrqQlzSAqO9XRdQJJaNNo5ycjDXUN5FADiD1bpaKEtKQNt11gxA5nU8ZZpWN8H6UeUF/JHhAw2hQV6bwy0iwVVUNu9p/UIKoKyjwXasqxAYl9KlhsabOIxrDTaRM7AiBJUw8dbKmThD00HbMIVxvBiV46io6MA+TNPGe+3A4HPr1+CLlJulHgKiqGn6eukjxgIZh+FWJs5+RYKv5+c4wMU/C4PovsVBuJJxXIfDo3IddhIWtQmT2AULg8VN4HMJE1OnZqfY+EMGIqBNKRifsK+Q3Ea1XwGZzZlysCGESfhVVa2r8CBCHw+F+K2zW1EFkDD7K6KkLSfZLTXuAyDynEPLkM177TkjwLZQbKX2AEFjCyFPvd61SJHrrhcCj9XyFgafOa/231lMHkXG/KiMi6oSS0YZfhqOnDip+Awmz2l9e+45UURfOQjk+3jdMKBLOa5h66lSXhzwSB3TaNiYluUVUWFz/ihK5fYAQWMLw+tfuWzx1Ana775gx3LJfeqxHdxNFIZgi6oSSCbPwS6vV6hyUaz0SFb2BhGH4ZdRlagwnoQyROfgIo/Arz5l6uytsRXtO8/OdtfXCmTBZ+6HdR1RkFRUCh97aT4/rPyzW1GnaBIitxiJ6//MQ9atms1l3v9E+WSaiTiiZcAy/hMBdlGGS0rxM2e8iQXxAeAtliMzBRwnhV54DK88bWbAo0wSEqvrO2IYbZRR1Rg+UYylTm1AGCgr8rv2EMO5XI+V+JQQObf9kNjsjIIoxsl81mUyYdDJEA1GdLCX4PYAQ2ZQSfhmyAU9KCpw6dfZLgfLUFd+YwjL7XSQM6FQ1bMIv/a79iESxXIbwK7PZjKIoQW+Krq0mJztnQD0TFuXk6IdKhwth5Kkrs61GQh8g+OXXX39l+fLlxMXFkZCQ4PMwm83k5+eTm5tLbm4ueXl5qMeP0/G337BYLFxwwQVUq1YtbDz1Ed+vCoFFbz2dxz0pFLZaWFjoK+qiuF8VUSeUTJiFX4bCUxfxx2gkRUW+adfDLfwy0jx1pYRfGZlRVLsf93k1mZzCzrOdOoM6VVW9Q7ZCSQmiLiwmdTRtAsLfVgVd8vPzeeSRR5gwYUK5f9sYGFP8/I8//mDULbfQ0I+9hDRUOIL6VbvdzooVK1i0aBGtWrXi+uuvN2RCLOopoU+F0NiqrqgTT50Qs4SBqCtTvbGKzAra7c61P56EkwCJoJukG73/QzjV/vJoj5twn1HWW58WooLu2v34DOpKEHVff/01Dz74IPv27aNu3bo0b96cFi1a0Lx5c/fjnHPOoWrVqsE+BCdh5KmLJFFXVFTEmjVryMjIoHXr1qFuTqXIy8tze8iCxaZNmxg5ciSbNm2q0O897wL5BQW8PXkyQ669lt69ewOhXVMXSf3qmTNnWLx4Md999x3z5s0jMzPT/dm3337L//3f/1FFLzOiUHZKKDwOYVJ+B3xtVUSdEBNYrb6lAqJpTV0JAiQsZj/1bpKq6hXOEHZo/w8eRWnDwm4g8sRyCan3wdiC7tr9+Azqjh07+7q43adOneL+++/n888/d390+PBhDh8+zC+//OK17fj4eMaNG8fTTz9NarBDN8OknpJ2H+Eo6nJycvjxxx+ZPXs2c+fO5cyZMwAMGDCAp59+mh49eoSkXRXF4XDwwgsvMH78eOLi4mjTpg3t2rXzelSvXr1S+1BVlQ8//JAHH3yQgoICABITExk/fjxNmjShsLCQwsJCCgoK3M/tdjvJyckkJyeTkpJCSkoKdffvp+6ff7J06VJ279lDZlERl19+OTNnzmTw4MFhY6snCwrYvXo1f/31FzabjTZt2nBeZiapGRlBb5M/rFYrH3zwAZMmTXK3S48vv/ySdevWMXPmTNq0aWNwK6OIUjx1oZrYLdVTF+5jgHIgok7wj16ig5SU8PC4BMJTp72QTSb3ot6wuFFqB3R2u3PRvMfC47AjTFNvR3RGQe05TUx0LkAvJizCL0H3mpw/fz633XYbhw4dcr/doEEDioqKOOYpAIspKirilVdeYdq0abz11ltcffXVwQuLClNPXam2atDEzsmTJ5kzZw6zZ89m4cKFbmHiyY8//siPP/5I7969efrpp7n00kvDPowtKyuLm2++mW+//RZw/q9Xr17N6tWrvb5Xr149br75ZrfwKw+ZmZncdtttfPPNN+732rZtyxdffMH5559fvgYvXgyZmYwaNYoZM2bw9/btFBQUMGzYMD7//POQRs6cPn2aqVOn8sUXX7B0/nwe8Ujosm//fq5r0oThd93FfffdR+PGjcu9r/z8fHbt2sWuXbs4efIkQ4cOJaOMIlFVVa6//nq+/vprn8+qVKnCgAED6NChAy+//DJZWVls3bqVLl268MEHH3DzzTeXu62hwOFw8NtvvzF//nxyc3NRVRWHw+H1V1VVqlSpQo0aNbweNWvWpEaNGqSnpwfumg1TT51PyL+EX0YnWVlZvPrqq6xdu5YtW7Zw4sQJ8vPzqVGjBp07d+bOO+9k8ODBfn9fVFTEm2++ybRp09ixYwfx8fG0b9+e++67j+HDhxt4JEFCO5g0mSAxMTwFT0UG5noZBYs7t7A4Rr1C2Tk54S3qwnSgXGqWtnD2gJYglOHsDSucRF1hYSEfv/YaYxcscL+XlpbGm2++SbVq1Rg8eDAFBQXs2rWLHTt2sHPnTv7++2+mTZtGUVERBw4cYPjw4QwYMIB3332Xli1bBvYg9OopRUL2S5sNCgudwj5IrFu3jtdff53p06frejbS0tIYMGAAq1atYvfu3QAsXbqUpUuX0r17d5566ikGDhwYluJuy5YtDBs2jK1btwLODHnNmjVj586dZ2suFnPo0CH++9//kpKSwlNPPVXmfSxbtowbbriBAwcOuN+79957efXVV0kqb9+tqlC8HYvFwnXXXceBZcv4atkybDYbI0eOJKX4ulMUxZ3tL5h42uo999zj9ZkV8LxaumVn89prr/HGG29w9dVXM27cOLp3746iKNjtdo4fP+722h85coQDBw6wa9cudu7cyc6dOzl8+LDX9lu3bs3vv/9Oenp6qe189913vQRds2bNuOKKKxgyZAgXX3wx8cURJNdddx3Dhw9n3bp15OfnM3r0aJYvX84777xT/v+XQfz1119MnTqVqVOnsnfv3kptq3379ixevLjMYtkvWVngMXkHlLimzsh+tUzhl8uWwcUXB71NwSamRd2xY8d44YUXSE1NpU2bNrRv3x6TycSOHTuYM2cOc+bM4Z577uG9997z+W1eXh79+vXjt99+Iz09nYEDB5KTk8PixYv5+eefefjhh3nttddCcFQBRDvoKc5wFxaz2IGI3w8jr5JuSFtcnFPAea77y8mBmjWD3p4KU0Lq/bARdVrbcYUZJyQEvU3+2Lt3L++++y67du2iUaNGNG3a1P1ofvw4yZ5f1ojSsPHUpaaiqip79uxhzpw5rDp92v1R//79mTx5MrVr12bevHmAc7a8ffv2tG/f3v29f/7zn/zjH//gxx9/BJyeoDZt2vDEE0/wxBNPBG6QVULotfa4QppR0N/EToBFnaqqzJ8/n9dff51Fixb5fF6nTh2GDRvGVVddRe/evYmPj8dqtTJt2jRefPFFtm/fDsBvv/3GoEGD6NatG7NmzaJu3boBbWdl+Pbbb7npppvILp6Vr1atGtOnT6d///7k5eWxefNmNmzYwPr169mwYQPLly/H4XDw3HPPMXDgQDp16lTqPn766Scuv/xy9/8wIyODjz76iCuvvLJijV6xAnbtcr80m808/NJL7JwyhYkTJ6KqKjnFfa5R4df+rocGDRrQumNH+tWpg8lk4vfffydu40Z62u384nAwc+ZMZs6cSdOmTcnPz+fYsWM4ylnLcuvWrVx77bXMmzevxOty9erVPPLII+7Xjz32GOPHj3cLOU+aN2/Ob7/9xgMPPMD//d//ATBp0iRWr17NzJkzad68ebnaGCwOHjzIF198wdSpU1m3bl3Atrt+/XqeeOIJJk6cWPGN5ObCp5/63v81YxXXdWH0BISPqKtZ03cN+OLFzgiYCAsl1xLToq5OnTqsWLGCTp06+XQQS5YsYciQIUyYMIGhQ4cyYMAAr8//+c9/8ttvv9G2bVsWL15MjRo1AFizZg29e/fm9ddfp3fv3gwZMsSw4wk4fjLuhcXgXDvYKSpyPnQ6bb9EildJK+rCmTIK5ZDV/gP9gXJubkhE3c6dO3nppZeYMmWK3/UelwEDkpKoW7cu/fr1o44mfMtoUed5Xq1WK1arlWXLlrFm0iQS5s/nVLGYSwFSUlJ4/fXXufPOO1EUpdTMly1btuSHH37g66+/Zty4cRw4cICioiKef/55PvvsM7788ks6d+5c+YMoIfQawuj6t1icAs4z9DEnB4rvN5WlsLCQqVOn8vrrr/PXX395fVa9enXGjBnDNddcw0UXXeQzCLNYLIwePZobb7yRr776ihdeeMG9jRUrVnDVVVexdOlSEoPoVSwLLmH2/PPPu99r27Yts2fPdg/Yk5OT6dy5s5dt/fvf/2b8+PHYbDZuuukm1qxZQ3Jyss/2XezcuZNrr73W/f+79NJL+eyzz6hfv37FGr5/P/z0k/d7ycmYL7iAD7p1o2rVql4Tx0Zd/+3bt0dRFFRVJSMjgxEjRjBq1Ch69uyJKScHPvwQcnO58sor6du3L73WrOHRjRtZdeIEgNu7Wxq1atWiefPmNGvWjKZNm/LBBx9w4sQJFi5cyLhx4/jf//6n+7vTp09z7bXXuvuahx56yO0d9EdSUhITJ06kZ8+e3H333eTn57Nu3TouuOACnn76aR544AESDLo/2O12du7cyYYNG9i4caP7786dO32+azKZ6Nu3L6NGjaJVq1aYTCa3YFIUxX3M2dnZnDhxguPHj3PixAn349tvvyUnJ4f/+7//45ZbbqFbt27lb3B+Pnz2GRT/f900bOh8eBCqe5XPvdVigf79YfZs7/cXLnQKu65dDWlfMIhpUZeamkpXP/+8Sy+9lOuvv56PPvqIBQsWeIm6U6dO8f777wPw/vvvuwUdwIUXXsjjjz/O008/zYsvviiiLgCUKfwSnO2tjKjz41UKefiVZ2cZZhnFfIgEoRwf7+zUPQVGTg4YuKB/y5YtvPjii0ybNq3U2epUIC8/n527dnHwk08Y1qoV53h8HkpP3T/+8Q/WrFnDmTNnaAHc4PG9dk2b8vhPP9GsWbNybV9RFK655hoGDBjA+PHjeeONN7DZbOzevZu+ffuycOFCunTpUrmD0LNTj0FfWKwb9mybp6g7cgSaNAGcA9itW7eyd+9e8vPzKSoqorCw0OdvdnY2OTk5ZGdnez0OHjzIKc96n0CLFi146KGHGD16dIkixoXZbGbkyJFcd911zJ49mwceeICDBw+ycuVKxo4dy0cffRSyUMzTp09z0003MXfuXPd71113HZMnT3aHLfrj6aefZt68eaxZs4YtW7bwxBNP8M477+h+Nzs7myuvvNJ9LocMGcI333xT8ayaeXkwY4Z31ltFgWuugeRkFOCVV14hLS2Np59+GnCGxRrBhRdeyOrVqzl9+jQ9e/b09n5VrQrDhzu9NqpKSkoKl1x8Mb/168eMjAzemDSJjRs3UqNGDerUqUPdunWpW7eu1/NmzZrRrFkzn0RJ/fv3p0+fPlitVt577z3OPfdc7r33Xq/vqKrK7bff7haOXbt2Zfz48SxcuLBMx3bzzTfTsWNHhg8fztatW8nJyeHxxx9n4sSJvP766wwdOjQotqyqKlOmTGHChAls2rSJfG1Wbg1dunThhhtu4LrrrqN27doV3u/bb7/NuHHjABg7diyrV68uX39XVATTpjn7JE9q1IDrr/dZ0hCqe5XuhGn79s5Q9uLIETfz5zujpDwiSCKJmBZ1peEyCO0Mzbx58ygqKqJRo0a6Wb9GjRrF008/ze+//86hQ4eoV6+eIe0NOHrhl4RJaFJ8vPPC87xYc3KgWrWyb7gEr1LYDOoiLalHJIRfKorzvAaieL2GBQsWuNP216tXj/r163s9atWqxddff82MGTO81vCkpaVx//33c8MNN3D06FF2797tfjRfuZKk/fvJzcujoLCQcU89xT87deLi4vh/o7Nfep7XxYsXu5/nAiZFoUmTJrRt25b2HTpgqsTsdmpqKi+//DKjR4/mtttu4/fffycrK4t+/fpVXtjt36/dmdfLsLFVgPR0bEeOsHPnTuds+3ffMdVkYtm+fbrJZipKjx49eOSRR7jiiisqJEZMJhPXXHMNzZo1o0ePHuTn5/PJJ59wwQUX8MADDwSsnWVlxYoVjBo1ij179rjb99///pdHHnmkTANzi8XC559/TocOHSgoKODdd99lyJAh9O/f3+t7DoeDm2++mc2bNwNwzjnn8Pnnn1dc0Kmq04OQleX9/sUXg0cooKIoPPXUU9SrV48JEyZw3333VWx/FaBjx47+P2zaFC67DDzCeOMKCxlpsTDy99+9kjyVh169ejFx4kRuueUWAB544AFatWpFv3793N957733mDVrFnA2vLa8/WKbNm1YtWoVjz76qDvEdefOnQwbNow+ffrw1ltvBTRDZlFREf/4xz9KDH9MTk6mbdu2XH755YwaNSpga4zvvfdePvnkE9atW8f69ev53//+5xZ5pWKzwfTpvn1ptWpw8826ETGhWv/tLwqGLl2c66uLw/3dzJ3rW0YoQhBR54dVq1bx5ZdfoigKV1xxhddnf/75J4DfGPtmzZqRkZFBZmYm69ati1xRVwZPXci8WK6Buce6nXIPzMPUqxRVmRrD8ZyC05Y9RV0AzuvEiRO55557sBdngNu2bRvbtm0r8TcZGRk8+OCD3Hfffe7F/61bt3YLNmw2eO89io4e5YsvvmD3nj0cz89n4MCBzJkzh759+xo++1mrVi2v19WqVWPQoEEMu/xyhmzZQqLnoO3LL+Guu/RDXsvIeeedx08//cSQIUNYunQpWVlZ9O/fn4ULF1YsFPOvv2D5cu/3NF7acBJ1p5o0Yeq4cZw4edL9XnPg50ruMykpiapVq3LxxRfz0EMP+Y1aKS8dOnTg448/5vrrrwfg4Ycf5vzzz6dv374B2X5p2O12/vvf//LMM8+4r8WMjAymT5/uJQDKwjnnnMMrr7zC/fffD8Att9zCxo0bvZJKPP/88+4sl+np6cyZM6dyXrNff4XiNYpumjaFSy7R/fqtt97KrbfeWvH9BYOePZ2Dfc/+b98+ZzipZilLeRgzZgx//fUXr776Kna7nREjRvD7779zzjnnsGbNGh5++GH3dz/55BMaN25casi3HlWqVOGDDz5g7NixjBs3jqVLlwKwaNEi2rdvz1133cVzzz1HzUqubz927BjDhw9nuUd/1LJlS3dZjbZt29KuXTuaNm0alDVocXFxvP/++3Tv3h1VVXn66acZMWJE6SHDdjvMnOm13hNwZpW8+Wanx1aHsPLUuejWzXk8mlBn09y5VK1kWZNQIKKumH//+9/s27eP/Px8du/ezapVq4iPj+edd97xiTN2ufYbNWrkd3sNGjQgMzOzzPHjYUk4h1+62uMp6so7MI8Er1Il2yK1EQAAR/NJREFUa6q9/PLLTJ48GVVViY+Px2KxeP1NSUlh0KBB3HzzzWWqC7Z161b++9//Mnv2bBITE7npppsYOXIkHTp0QNFrXzieU4DUVDIzM9m7d6/TE1+rFlWLw4DK2zaHw8GTTz7JK6+84n6vXr16ZGVluZMYaKlVqxaPPPIId999d8kFbxcsgFOniI+PZ9SoUXz11Vec2rGD/Px8hgwZwqxZswyf/bzvvvs4ceIEiYmJXHHFFfTo0ePsvn/6CTxrz2VlOcPIbr7ZuW6tgqSkpDB37ly3sDtz5ozbY1cuYXfgAOikOEezjXCZgLBarVzz9NMknTyJZwsTgXuqVGFV+/Y0PP98mjdvTmpqKgkJCcTHxxMfH+9+npCQQEpKClWqVHE/UlNTg3pc1113HevXr+ell17Cbrdz7bXXsmrVqqAnnTh48CA33nijexAO0L17d6ZNm1ahlPrg9GZ89913LFy4kEOHDjF27FimT5+Ooih8/fXXPPfcc4DTEzh9+vTKeVH27nUmbPAkNdUZdmlAYomAoShw1VXO9XWe9+gVK5zrrM47r8Kbfumll9i6dStz5szhzJkzDBkyhIULF3LttddSVFxX98EHH2To0KGVPIizmSG//vprHnnkEfbs2YPD4eD999/n/fffJzExkbS0NK9Heno6DRo0YMSIEXTr1s2vV3jdunVceeWV7Nu3D3BGhE2aNIkbb7yx0u0uD127duWOO+5g4sSJ5OTk8OCDD/LVV1+BqqLa7KgFhaiFRTjynX/VwiLU9RtwbN6JqlpQUXCoCmpiEvEjbiDJT7TUiRNQUFAdyMNkqsm+fU6ntMPh/Ot66L1OTwd/OnPbNjhzRv93+fmdgCoUFZlZssT7c1WF6tWhY0eckxB2OyxZ4t7u2kN1qLX1F+dkygUXBPisBw8RdcXMmTOH9evXu1+npqbyxhtv6M6AubJnlRST7xogZ2lDKDxwFRx14fquK/lAsHHtw9++lKwsFI+6M2p8PKrV6u44wRkLHuy2enaKBQUF7v0piYne7TtzBrUcbTFlZTkv5GIcCQnudVbhcowkJGDyaCNZWTjK2JY//viDJ554otTvff/99/zzn//k1ltvZezYsTQpXq/jybp163j55Zf5+uuv3WGDZ86c4bXXXuO1116jefPmXHvlldyblUWdOnXcv/M8p551rsqSNKOyeIY3uq6p7OxsZs2axc633iLRIzHEiRkzmHTvvVhNJurWresOnezduzcjR46kmp8bVX5+PrfccotX6uwHH3yQ//znP5jNZrKysjh48CCHDh1yP+rWrcvw4cPd65X8nodNmzCtWOF+aTKZGH7XXXz188/snjuXwsJCrrrqKvfvzWazIf2GqzSBC6/ro1cvlL17UYpD3gDYuRN1/nzUfv1K7XNKIj4+ntmzZzNs2DB+/vlnt7CbP38+F154YekbOHUK0+efO9dReKD27Ytar57XGkvPftkIW/W8/gsLC937e/DBB1mydCkK0DAtjbt796ZGjRpkZGQ4JyNq18YxenS5s2Ea0ac988wzrF+/nnnz5nHq1CmGDh3K8uXLS57E8ENZ7Oa7777jjjvuIDMzE3BeL08++ST/+te/iIuLq9TxTpw4kY4dO3Lq1Cm++uorBg8eTJs2bbzqmf3nP//hsssuq/h+cnMxffml91pfRcExdKgziZMB13ZAiYuDq67C9PHHXvdZvv4ah9kMaWnOZRSuRxlCYlWHiupQmTxxMv129mPT5s3s33mAjud2pLCwiGRS6Ni+I4/c+SjHd5zAYXNQVGQlf38BB9YdpnZ1BUuch3Io/mstdLD/cBwOm8P5tuZvM8d5TH/+G+bO/Z4538yhsKgIBQWlwAQFCslHt2FmG7lAPnAEWPvWW9Sv15DG7e6j4wUdqVo1DYfd2f5NmzYze/a31LK1oTbtSE2tytVXXU3i+jrM+PNXZ7McKp2anaRJjRyf9qKqTP2tGVa7gsPuIVTsqkYcqagOX8HTs/E+Ojc47P7iazVq0Cg5mfy8PFbNqMP97WaSnl7SGvN0wMPZEReH2q4d3Ten0reuvp3OmKFw5sy1wBkKC6vwf/9n1/2eHu3bq1x5par72YoVCjt26NtOTs5FQH1UFRYtsvkI7BYtVNq2Ld5ut24oBQUoxZOSe09XpbVJQZ01C6vZDOecQ6goT58SsaLuscceY86cOeX+3aRJk+jZs6fP+64Usa4ilG+99RZ33nkn06dP55tvvqnQjag0XnrpJfcsnycLFiwo0wL1QOFvEXGz1auxeHgaDq5eTc7Ro+zycLmvWLHCp5ZMoNmyZYv7+Zo1a9yhLXW2bCHNIyPUaeBoWT1ZdjutN2zwemv3779T9PffAF41hpYtW+aTGS7QeJ7TlStXugVJyqFDNPAIxbEdOMDOMmRTU1XVq7ZScnIyDocDu92OzWbzqcl05swZ3nzzTd5++206d+7MkCFDaNOmDVu3bmXGjBmsWbPG6/tJSUkUFha6k3zs3LmTD954g3igSmoqLVu2pFWrVmxbvhy1OER37dq17t/v3r3bndo+WHgmINm+fTv9+/dnxYoVFBYWcgHgmWS8BjAcmOZwcPDgQQ4ePMiqVav45ptveOyxx+jWrRt9+/alTZs27hvD6dOn3bPG4BxE3nHHHVxyySXulPyeVK9enerF4RyengQ94s+cofGCBZg8PEaq2czefv24ecwYMk+f5pdffvHq7LOzs4N+TsuCOTWVJgcPEue5Jnf7dg7t3El2cXRDWRMX6DF27FhOnDjB5s2bOXPmDH369OH555+nRYsWfn9jKiyk8U8/Ea+ZZDvdogVHT53yWSzv2eesXbvWHcYXLFwh/a59z5s3j4ULF7rL6Zjj4mj+2GOohw6Rc+LEWQ/w9u3kbd/O/ksuqfBapWByww03sGHDBg4cOMBff/3FoEGDePzxxyscSuayG5vNRl5eHrm5ueTl5bFo0SIv269evToPPvggbdq0YYFHrcTKcNttt7mzTY4dO5bU1FRyi6NZLrnkElq3bl22689ux1xYBAVFmAsKUQqtmAqKqLpvH+mZ3nW+TrRty8m//6bgz20UFMQVD86V4uU+ivu186H/Gag0aaJfXPn06QQOHUrx+Z33tn236/p70UVHMJt9B9snTiSyfn1NQCHxSDdSd+91/kZVnJ6d2b96v1YVHCYzDsWMqsK1LZdQxZKH4qFEFFXlaG46M3b1AaCL9TGqm3dis9ugeA7GbDLTPK85/xn+q6ZFZn754A9GNFtE7eRTaMkqSubTbYNK/9/Riq5NHnDXNLbb7TgcDtqoU0m3n0F7JuyHDrP8UB4r5v9Cakoq1apVo6CggOMnjpNABxKApMQkGtVrxJa1KlvwHkvFb1mNrdoe3Zas+2sYVkfFhvB183aRfmKr13sd27Rh5R9/oKCwZcs2WrRoUabrVDWZyGrcGOuRI5hXZlJUdFz3e5s2NXZPljscDncZlLJgtWZhseiPM9evr8+hQ/pRRp6Tc9u2bfM5nuzsXNLTz471UFVqms1kbNnC0aNVaVVHYdf27WR/9hmHQljqIE+b36IEIlbUHTp0yD2YKg/+wqFcVK1alc6dOzN16lTS09OZMGECzz33nFfqYJfAyy1hDZdrP1X9xBYDPPnkkzz00EPu11lZWTRs2JD+/fuX+LtAYbVaWbhwIf369dNdG2fasMGZ3aiY5pdfDo0aeXklLr30Us4999ygttNTNJ5//vkMGuTsfJWkJGx2O7///jtHjhwhJzOTU1Wr0qRJE5o0aULTpk39r23IysLkMZACaH7lle5kMB999JH7/f79+3t5n4LB38ViEpwhH65j5PBhTJ4FPU0mWl9+eamzmt9//7174X6LFi1Yv3691//YbrdjtVr5+++/mTBhAtOnT3eLtJUrV7Jy5Urq1q3rI9hr167NAw88wK233sqPP/5IVlYWs2fPZumSJfQsForZOTms/fNPqlavzuUe9Zk8heS555579hiDiMlkwuFwcPToUY4ePep+fxNwZa1a9D73XEwmE9nZ2bTOyiLdbmdWbi5Hjx51t7eoqIiff/6Zn3/+mRYtWjBmzBi6d+/Ogw8+6A6vTk1NZerUqVx++eWVb3RREabJk53raDxwDB1Ki+IwkMGDB3PHHXfw+eefuz+vWbOmIee0THTpgmnKFK8Z+panT1M4dCgL163z2+eUlQEDBrg9P3l5ebzwwgvMnTtXP3mK3Y4ydSpK7drgkSmuqFEjdtSuTacLL/RZJ/jrr2cHhd27d+cSP+uZAoVn/b0mTZpQrVo1r8QJEyZMYMyYMZCX5/R8eKyvA2hns6EOGVImb4fRtG/fnu7dupOVnc2qlatZ+/taHnvkMRw2Bw6bA7PiICmh2J2geZw44czXNX3adGZ//Q12q5383HwKi6yYMKEUP0yYaE0HFBQu7NCJm28aTd0a8Zybnqu73U27kjlwPBHVoeKwq8637a7nqtv7cfY9ONc+hJuaVuXQ7lU0yfsOU14eJqBJw4Y8MGQI8Xv28MuOOqzeV7t4N2e9JK6Hp7NFS1piK8ZddNYzrzZrRvNRo8BkYsUKhYULK/a/jYuDQYP0kz6sWwc7dpRNYLvGw57j4v79HbqVYHbsgD17ir+YBjZ1C3j0v64j8TcN0axBYzKSfDNApmRXIeP0WQ9SUlISGzZswKE6j++cc85xT5y5UFWVU6dOUa1aNRo3aUbDNN/oqTMFCWScKHv2Y23GyevbpNIq4zhFRUUUFBSwd+9e1q9fz669ZwVDTm4OObne48/atWrTsmVLv+KpQcPGtKyr30/WOFadQlvFJnLqN2hIy0beNtGyZUuOHDnCyn0qRdYicnNzSw9ZNplQzz/fvca0UyeVAQP0PWpHjyqYTM5Jmfj4+HKFKbdpozJokP52s7IUUlL0r43ff/+dEyecIrN58+Y+IedNm6oMGtTO+0eDBqH8+CN/fXoalQ00HTIE0/DhXBDCSbOSIv60RKyo+/zzz70GNMHglltuYcKECcyePdtL1LnC01yx0Hq4PD16oWwuEhISdGufWCwWwzLZ+d2f1eockHkYsjktDSwWLw9IUlJS0NvqeY5UVXXvb/mGDax+/33OFBv8vq1b+VjjAcjIyKB9+/a89tpr3hm7Cgu9Z7ZNJsxVq7oHRaE8RvBIQFOtms8MvNlqLTHxhM1m41//+pf79csvv+zj+bVYLCQmJtKlSxe6dOnCq6++ysSJE5kwYQKHikWkp6Br1KgRjz32GLfeeitJSUlYrVbS0tIYOXIk9913H5kLFrDrnXfYvHkzu4tD7yb+9BOZ333H1VdfDXiLuoSEBENsPCkpyWvyJT09nZEjRzJ69Gi6tGqFMmmS19rRkcD/hgyhqF07/vrrL6ZMmcKnn37qDunasWOHlwcUoH79+sydO5cLAhF3r6rw3XeQmen9f+/YEbPHui+LxcKUKVNITk52D/6rV69uaL9RIk2bwpAhzixiLux2EmbPxlS/fqX7uPT0dObNm8egQYNYvnw5p0+fpk+fPkyYMME7ZF5VnW3Yv9/rfB52OLj8jTdYv2ULaWlpfPTRR247df7srK0mJiYG/bx61nLbv38/w4ffgtWaDJi5/fa7GDr0Do4fB4cjDUefMdinfYUjNx+HqmBXTTh+Po5j5484UqpQp4aNWjUcztF8XJzzuIvVxO+bUsnLV3DYVexWh6+gsavYbWeFjefn59Y5RefGx3RF0perm3PoTLLzNw7nrcPzK6ObfMyGjc7IiOWvQObc+e4kE+1rH+Gqc7fonRaWbGzLr1scbP4rn1ScCTb8pSAxKSZatGhB3Sp1+e3bIlpkHKFtuw263927pTV/Hil/YfSGdbuSf+gEDYodAKkpKdw5fDhJxZO41qwMsrNcA0z9gaai+NPe5rMZM6tUgWuvddfOtFgq7ohVFLBY9H+ckFA5B6/ZbEbv0oiP12z3nHOc6ryMycxMJrNu9lBLnMlLAKWnp3P++eezd+9eatWqpZu4xHUvVxQFkzmuTNstL4piJi4ujri4OJKTk8nIyKBDhw6czDzNvjlNOHLkCAWFBV6/ad6sOQ0aNCgxE6u/8wBgNlW8gLei6G938ODBzHBW62Lfvn3Url3be+xgNp/tUxISoFEjr4zjZjO69gBOm3A4igArcXE2UlLMKIpzksB1Tei9VhTnLvxtt149Zz4xve1UqXII2AKonHOOw71P16NWLT/bHTKE5rsWkXugIaYRI7CEoIatJ+W5/0SsqDMC15o5bdpolzhYvXq17u927drlHgR26NAhiC0MInru3hAlStGWNDhw4AD3338/W2fPZoRn83R+m5mZyZIlSxgwYABr1qw5m9ymlDpV4ZIoAb0w3M2bnal4/fDJJ5+4w0W7devGVVddVer+a9asyb/+9S8effRRZs2axdtvv83KlStp1aoVTzzxBDfccIN3PSJP9u0jY+VKMjp1olOnTixbtowflyxhEfDNjTeybNkyOnXqZPg5BWcdtf/973/06tWLMWPGMHToUO9iyNddBxqPEvPmEV+9OhdccAEXXHABL730Et9++y2TJk3iJ02GrPbt2zN37lwaNGgQmAavXg2asGDq1AEdD6DJZOKDDz6gRYsW/Pjjj/zzn/8MTBsCxYUXwsGD4OkRP3mSugcOgIcHt0KoKsmJycyZ9S3DrxrOil9XkFRYyDO33cbuH3/k6UceId7hgEOHsP25kQNZ6U4B5FBYt3MPYxct5WRRHNCeM2fMXHPNS4wYsYd77rkPszme3bsbA5cCZrKz9der2e3w1VfeIsbfX733Bg0C1+3B83qYNm0a8ASQQJMmTalT50aKy6IWkw5FI2HzOm+7dTrm6dN0H7Ua6084/rHyIjLzk3Q/K41aeWfAtF/3s5xTjThTwmRyRkYGzZs1Z+cuZ7j833//TVJSEqmpqThU/4PavNxstmw5u894izPJk9l8dhAdFxeHxWLxGYCWtF2Toj/rXxoWi4X2F3REWROHyWTi2muv9Yqqqeh2AVSXCDSZnLXePCbuKpMjRc8rGIjtlrRtn+2azdC2rTOrhWstewkN8/e/U3wCHL3D2kvDgcnZFpcCKP5rsiS4hwAmc7EA9PyKSfOeWfH4TCG5eV2omeatSkwmMlAYHNcQlFYcOLCfTZs3cibrND179KBFy+YoJsVre4pJObtts0Ldhm2gVmuf9qIo9GuaigOT9+88fu/5nvZ5RrUmUE312WYtk4kLCt9h4kcfACqJpot49eU3qduoIUq85ey2NeLL9bykCYIxY+Af//gvkEOtWufxxBMP+/9yOejTx/9nn3/+C5s2/QDA0KEfUK1aGfs+ReG8sRcz7/vsyEpQhIi6EllUXGelVatWXu8PGjSI+Ph49u3bx6+//upTq855U3ZmFYqacgYmk3sxfigFz5dffskTTzxBTk4OrsCAZk2b0rdvX4pMJi7q2ZPdu3eza9cudu/ezd9//82xY8c4ceIE11xzDcuXL3cO6v1k9nQRFmUbwNlL1qoFnhMLP/zgTAelsUtwhgQ/88wz7tevvvpquYqlxsfHM3LkSEaOHMmJEyfIyMgoeTYwK8s5svUYXPbq1YsfUlM59t13kJ/P0KFD+eOPP0Ii6l566SVeeukl/19o1AiGDnXWhXLhcDiP6fbboXp1EhMTue6667juuuvYtWsXH3/8MbNnz6Zjx4689957gVtve/Cgs/CpJ4mJzhl7PzaoKAqPPvoojz76aECaoKrOf6Xd7j93QX6+s9as63v+Hwr21MHYz5iwnziFXTVRZFNpYPsJ03/+4zy2uDjnsVksnCxI4Zv1TZ3Cx6Y6t2FTsTvAbnOGs7m36zEm7G76F7Xq7qD24fGkcQC++oopv/zCtddeS1paGnnWBD5ZdwF2u52t27cz72hVcnFmxktKSiY/3zmBNWNGFr/88gkjRoxg375mgLOsRE6OvqhTFKjACgA3nnrM93pwkJaWzogRI/Rn6qtUcWYQ3LTJZ3AcDDETiO02aNCAnJwcjh47ikN1sHHjRi688EK/27XZbKz8/TfsDuc9NK1qGu3bty+zdyJY56FaRg3GjBuHoig+ERDl3q7L/uPicKSanKn4LrjA2S95btdjTK99XtJnrueqqn8tV63qvI1ov1/a9lx//XXj1as756G8f5+IorQ7+57DhmKzYrJbnX9tRSh2GyazQlqdppDoK2SqO0zce8aEKc7kFCpxprNixuM9t5CJM2Gz25i/YD6Dh/TCYrlMt70pwCPl+8+VCQUYcZ3nO9f5+Wb5uTAwFUh8+Nc7TzP1py/Yt28f81d+x/yu39G0aVN69epFz5496dWrF61bt65QEfZQ1lQtsayBDrt27+abOXPoU8mlAkYT06Ju2rRptG7d2idzmqqqzJ492x1mdeedd3p9Xq1aNcaOHcvbb7/NPffcw+LFi90zRWvXruXll18G8AqBizj0RE/xRRxKUedZzyWpRg2uufhir+QVTa6/3utOk5mZSadOndi9ezerV6/mnnvuYfLkySgl1KiD0BYf98wSCUCvXlBcUBVw3qFnzHBOfWmSprz11lvu8Mlhw4b5TDiUhxo1apT4uWK3o8yc6eP1VHr14tl//pPlffrw66+/cvjwYa644gqv68goUVcm2reH48e9U/Hn58MXXziFnYdnr1mzZowfP57x48dXfH+qCgUFzmssNxfbmVwKT+dj+3Ultux47KoJm8P5sPcciu1kBrajThFgs539a7M59WevXvq72bvXWfLKJbJcvy3ptWe91ccfhySdic3Dh+HTT8t6sHGQ0A+OrAGrFYfDQY2MeOcONXZuz01h/96S1nDoDyJMJhOtWrWiS5vLWbv4I2x2OwcPHWLixIkMHz6cWvVbkZuby6bNm/kjPw9Xz9ax44UMHDiQ9evXM3/+fOx2G4cPH+LDDz901wx0bl/fViu7fM1T1GkHDRZLHCNHjiw5YVb16s4RuUZZ2lX/oqcyYsbuqJxIUhSF1q1bk5eXR3ZONoVFhWzevJm2dXQmPk0m5i1YwKkz9YAMkpOTaNa8NlXTFOLilLOCxgymYm+H2fW+WcFkUqmdlgotW3qrn+JHo2ppOE4kuz0i2off900KyUk1SGk1Ulf1tD0TR/1si5fg0AoPk8WMKTkRJTnJ+dqjaaTqR/Z07uxTdSMgNGoEo0YFfrtVq8JFF5X2rbjiR9k9x3FAzXLOk6tWFcUUfmtNw5WUlBQmTJjAsGHD3GO93bt3s3v3bj4t7vhr1KjBJZdcwpVXXskVV1zh1V+WRKjq1EHZMkju3LmTGTNmMGPGDHdityuvvJJhw4YFq4kBJ4xGVsazYMECbrjhBho0aEC7du1IT0/n5MmTbNmyhb179wLOGjVaUQfO9MV//PEHK1asoGXLllx22WXk5uayaNEirFYrDz30EEOGDDH6kAKHNvzSY3ARSlEHzsHBXXfdxX+efppqHskEAKfA8OhgMjIymD17Nt26dSM/P5+PP/6Yzp07M1abQVIj6kIZYnrvvfcyc+ZMhg8fzrBhw6jdtq1TdCxbdvYHVitMmwa33eYunHzs2DH3hILZbC7ZQ1VZVJXaa9agmEzeMRctWsBll5FgMjF79my6du3Krl27WLdundckR7jMfDkczlNp69oH274zqNu2k55YLDZOnHCGZtarByYTh04nc/BUMjbVhE2Nw2ZVsRU5fP/awGZ1YCtSsdlUbFaIV6zc1nmDc2cFBV7qac2B+vywoyWgqd3UsCH80hx+oUR69tQXGDk53rV/y4u/hI/lXoOTmAjnnusOK/UnOiojOABan3M+HZrexpdffsnpM2fIzcvjs88+47x2XVizwc5W1UEmYLHEc8UVV9C2bVsAOnXqRP369ZkxYwanTmVSWFjA0aNH3NtVFP+izmz2f55Kw1NAa/uYUaOu80rG4NINrsgx9/O0upjqJWHKPI7ZYcOk2kltaobmaWeVv2vBiclES1sqtfLjMcWZnL93CZZiMWS2mHTFjDlOoVb1atCwta5I6nNpPAW2OLeIURQwx5u9RI0pzulhOXaiPoOvGMyR40dwZDmoU+UGrn/yfygeYXHTvviCG1atAiAx8Ud+WfYLBw4cYNCgngHpO9oWPwJN9eKHIEQygwcP5o8//mDWrFksX76clStXemWSPHHiBLNmzWLWrFlYLBb69OnD1VdfzbBhw/wWZFdVNaSizp+nbseOHW4h96cmeR7ArFmzRNRFCnfccQdpaWn89ttvrF27lpMnT2KxWGjQoAGjR4/m9ttv1y1/AM4U8UuXLuWNN95g6tSpzJs3j/j4eLp168Z9993HiBEjdH8XMZQQnmh0aOJ5HoVK27Vrx4cffkjXrl2dHg/tqOr4cS9RB851T5MnT2ZU8ZTkW/ffz+DRo2nkuQ5KE0LneYyVWUBdVi688ELi4uKw2WzY7XZ++uknfvrpJ8aOHUuvXr245uqruaFBA6p7lFogNxc+/9wp7FJSGD9+vLuG4h133ME5QayroqxZ4ywn4ZnBqlo1ryK5NWvWZO7cuXTr1o0zZ85w6tTZVNIldep2u1P7lPRITAR/dYzXrYPt289+12bz//fswFoB+zBq7vmNe89ZdHZjhw87H8D2PY1ZsqepdndlIjFOdVZI1SHOpJOZLi3NJ/ulP+x2/TCoyibrCpioA+fEQ6tWsG0bKvrXk1nRz9BXVuyqibqNG3PHI4/w0bRprPn7b/JVlZXr17CRSziBnXr16jBmzM3UrVvLLZDMZmjcuC4dOtzBJ59MYuXKFYAdcAB2qlXzP8t/WXE0l6fg8vdX+55nYt5zzjmHRo0asW/fPsaPH8+jj7bzEnIlewXTix+l069M3yo/DcqRADmjeTW+mDuNiy++mMLCQiZ+Ool2XS7g3nvvBZwlHTwnUt977z3atWvnVWZGEITg0qFDB3dOiMLCQtasWcMvv/zC8uXL+fXXX933c6vVyvz585k/fz533303vXr14vLLL6d69eqkpKSQmppKSkqKV4bfUIs6h8PBN998w3//+19WFU8eaenQoQNt2rQJv7XqpRDToq5Hjx6VCk+Lj4/niSeeKFOB54ijjKLOiIuzVatWLFu2jBMnTjBkyJCzQlJRnHEeHmKBb76BW291hiZ5MHLkSFatWsXHb77JMJuNr6ZP56677jq7Hur8872+7zmjVJHY8fLStm1b/vzzT6ZMmcKsWbPcqfJVVWXZsmUsW7aMhxWFt7p04er27albtzhzW2YmfPEFO3r04IMPPgCc4ROe6+oCgt3utInsbNSjx7B9v4A8WwKnCxKxE0+RKZGiQSOx7kuiqMhZCcNqhbS0c5kxYwaXX365V62vuLg4Fi1yepJc4sv1G0cZxvaNGvkXdUeOOHPJlBuzGdsFnSBupW8iHfyIrzJic/ifGDCbNB6q+HjneqkyTib4E3WVvTT9LUGwWJyOe1cStDI/OtZDtWZw5OhhHIO7O9OZeyjslDwbQ9okEBfv9OiY45yeI9fDFHf2uTne7HzPYna/TkzvBQlmUoB7nnySZ555hhdffBGwAa9w99138+ab93knyvEiibvuuo8PPohj3LhxFBUVYTKZaNPmQ7/nKFCliywWC3///TeHDh0qsd5etNClSxcmTZrETTfdBMADDzzAueeeS9euXRk+fLg7Y+2YMWO49dZbg14oXRAE/yQkJNC9e3e6d+/OY489ht1u57fffuPrr7/m66+/dmeCdzgc7vI/JREqUaeqKt9++y3PPfecuza1JxdeeCEjRoxg+PDhNGrUiHnz5tHc30AjTIlpUSeUQBiFX4Iz+YYuF1wAS5acfZ2bC5995vReabxvr7zwAo3mzuX09u3k5Oby1VdfMWbMGMx9+3rVr7LZbOTnO2vkGLn2q02bNrz66qu88sor/Pnnn8yaNYuZM2eyrTiGzqaqPLRyJRtXrqRHs2b06NGDpk2bohw4wNxbbsFe/H955JFHvOrqqQ4Va56VouxCCnOsFGYXUZRrdT7PtVGUayUjKZ9mNbKcyqqw8OzfnBzmrqzJ7qPJFNlMFNnNFNnN2B29yMw8n4xjxYlUzjsP5vmuwWvVCkaN6sf//vc/xo4d634/Li6O7Gyv0kXloqQxXmX+Zda4JLj+emfYpWYnlRF1doein6wgIYG49FTn5ER8vHMRW/36xKUkuLNHu8STv7/+qF7dmRnM87tlfW42+0Qku6ldGx57rGLnwWo1M29esjOkVePljwc6+U/qWi7MZjMvvPACPXv25PPPP3eHMpeGoiiMHTuWrl278uabb9KjRw+/4USBJjk5OSYEnYsbb7yRjRs38sorr2C32xkxYgS9evVy19ds06aNu/i6IAjhg9lsplevXvTq1Ys33niDNWvWuMMxy1JUvKRSX4HEM5Lsu+++Y9q0ae61ci7at2/PqFGjGD58OM2aNXO/H6kTSSLqBH10PHUnT57khRde8CrM66+GimH06OHMCLFr19n3Tp92hiXecsvZJBeqStzcudxx5ZVMnDiRM1lZ7D9wgE9WrmTgXXfx+6xZrFy5kt9//501a9aQVyxqQ5HQQ1EUOnbsSMeOHRk//gXWrfuL6dO/4aOPpnHy5EGmcoakXbvYuWsX9erW5bzzzuP0ypVcTx/sCY2ou7Y97w+dR6HVTIEtjkKbucS01uCsFdXMT62o7KwanMzTLmb32GCjRs4MnTq4atfffffdbN26lbfeegtwhtQePFiGk+GHkvrbykQE22xAgwZw553w119OYVucSSStVjKNE6sQZ3IQp9icgstiIi5eKf5rIs6iOP/Gm4hLMHs9p9UNYIlz1vdJSXE+4uJobYVHi7xFVSCcw9Wq+U+iEisMHDiQgQMHlvt3HTp0cCcFEILHf/7zHzZt2sS8efPIzMzk22+/BZzRBjNmzCg5UYwgCCFHURQ6FZcz+s9//sPmzZvZsGEDubm5uo+0tDTGjRtnSNs8x2+PPOKd37RTp048++yzDBo0yJBoLKMQUSfo4yHqbDYbU2fO5IGhQznjsS6oe/fuoU94ERd3ttZYcdZHwOkCmj4dbrzR+Z3ly+Gvv0hJSeG6667jo48+4pDdzksLF1LUsKHfzQekoLSGffuc0X35+WcfBQXez88+FFT1fJKTz+euux7jzJkf+eGHB5i6axe3AocOH+ZQ8ZqvXBpRu1FfDmdVK7kBOhTa/XcF8eYSMkFkZJS49stTfL3++ut0796d5ORkLrjgAjTlH/3iLJ7rlf3es96pD40bwyWXeH/fI3O4+6+/9wCoWdO5EQ/OKX4EGlcbBSHWMJvNTJs2ja5du7Jly9lJpYkTJwZ1TbAgCIFHURTatGlDmzZtQt0UQH9SvmPHjjz77LMMGTIkqsScCxF1gj55eaiqyoYNG1i8eDETs7JwybmkpCQeeughHn/88ZA20U1CAtxwA0ye7Fxj5mLPHmcpgPbtYfFi99v16tVj4FVX0X/mTIp0NtekSRO6du1K165dGT16tM/nruVleXln/2qfn3uus9aqHnPmOBMrlheLxULfvkN4++3LmTVrFp8+/zwdNm/G5StNT4nzCrssD0V2/x5XL1GnKM4wQYuFfJMJ9bzzQFFcbxEfj9dzz6oIJpPJK4FQmzZQt+5ZUeN6uH7vepTXc9WkifMhCEL4k5aWxpw5c+jWrRsnT57k3nvvdSe1EgRBqCieNaY7dOjAs88+yxVXXBGVYs6FiDpBlx0bNrBo3jwOH3Gm9s7FOQtzyy238Pzzz1NfWxIg1KSkwE03OYWdZ5KLv/92PjxRFDr997882K4dkyZNomXLllx00UV07dqVLl26uFOJ//KLs85XcTkxcnKcf7Vl5PRIT/cv6vRqf5WVwkLn7Pa1117LiBEjWPHRR2x/+WXyzpyhXtsOHLKVnlzDbHbq4PgEhYRE56NWzarOZDHx8cUfxrvDBDvmpNHcUYX49GTi05JISFQAK0uW/MgVVygkJ1csXLBePedDEITYpmXLlmzatInt27f7zTgtCIJQHu655x4yMjKoVasW/fv3j2ox50JEneDDxrVrmfXRR17vdevTh6fefNNd2yksqVbNGW758cdO9VNMoc1MVmHC2Ue7nmT91ZxmzZ5m7tyn/YqvNWu8E2uWB22eGU8qKuoUxTszpKIodL/tNrqPGgUnT7JlRxwnMk0kJDiXEiYkFD8SFRJSLcSnxpNQJZ64xPJd9vWLH55YrZCUZCc+PjDrvwRBiG3q1KlT4UgDQRAELRaLxZ1hN1YQUSf40LZ5cza3bs2WrVupW6cO/fr1o9mHH1bOxRRE8vOd4uv0aTh9ug5n6t7K6Xm/cTrXwumCRO/1YrVrw7Fz4LjzZa1a/j1qqakVF3XFyTN1SU93ZiZMSnKKr6Sks4/ExLPvuZ67HgkJfgRUUhI0aMA5DXQ+EwRBEARBEKIeEXWCL7m59O3bl/POO4+2bduimM1ns0iGCN108MW8845WRNWGmj3hmKZYWWqqM8e+x4Z0ypF5fb0kTCannkpJcVZ8cD1SUvwmgwRg0KCStysIgiAIgiAI5UFEneBLbi41atSghivLRUqKYTF2BQVw/DgcO+b9t3t36NZN/zcZGfimx69ZE1q3dla3VlWnKG3TxqewV3a2/7a0aHFWpKWkOEWe63lKilPQSeihIAiCIAiCEGpE1Am+lFB4PJAUFDirEBw86Px76BB4VEzwoqT099Wr64g6cKZWTEtzuvHS00muYqZqVbweJXnULrzQ+RAEQRAEQRCEcEZEneCLTuHxQHDkiLPKwMGDzodn9YHSOH7c/2cZGU6PWVqa85Ge7vlIJi0tmapVPWqQCYIgCIIgCEIUIcNcwZcgibrZs501wSvC8eP+19V17w69evlEVgqCIAiCIAhCTCCiTvClgqJOVZ2Rjv6iNZs1K5uoM5mcIZU1azrDI11//REfX6bmCYIgCIIgCEJUIqJO8KWca+oyM2HdOli/3rmM7frr9b/XrBmsWOH9ntkMdepA/frOQtR160KNGuJ1EwRBEARBEISyIqJO8OWqq5zeOtejZk2frxQWwubNTjG3b9/Z97OznT/Rc+41buwUbA0bOkVc/fpOD5wIOEEQBEEQBEGoOCLqBF9clbBdJQ08KCiAJUtg7VqwWn1/6nDAxo3QtavvZ/HxcN99QWivIAiCIAiCIMQwIuqEMrNlC3z/fcm13QAOHDCmPYIgCIIgCIIgiKgTykB2NvzwA/z1l//vJCdDu3bQvr1zjZwgCIIgCIIgCMYgok7wi6rCn3/CggXOsEstJhO0agUXXAAtW8raOEEQBEEQBEEIBSLqBF1OnoTvvnMWC9ejRQsYPBiqVTO0WYIgCIIgCIIgaBBRJ+hy6pS+oEtOhoEDoW1b/ULggiAIgiAIgiAYi4g6QZcWLZxr5DZsOPteu3YwYECZa5ELgiAIgiAIgmAAIuoEvwwYADt2OEsRDBniFHqCIAiCIAiCIIQXIuoEv6SkwA03OGuPx8eHujWCIAiCIAiCIOghok4okfr1Q90CQRAEQRAEQRBKwhTqBgiCIAiCIAiCIAgVR0SdIAiCIAiCIAhCBCOiThAEQRAEQRAEIYIRUScIgiAIgiAIghDBiKgTBEEQBEEQBEGIYETUCYIgCIIgCIIgRDAi6gRBEARBEARBECIYEXWCIAiCIAiCIAgRjIg6QRAEQRAEQRCECEZEnSAIgiAIgiAIQgQjok4QBEEQBEEQBCGCEVEnCIIgCIIgCIIQwYioEwRBEARBEARBiGBE1AmCIAiCIAiCIEQwIuoEQRAEQRAEQRAiGBF1giAIgiAIgiAIEYyIOkEQBEEQBEEQhAhGRJ0gCIIgCIIgCEIEI6JOEARBEARBEAQhghFRJwiCIAiCIAiCEMGIqBMEQRAEQRAEQYhgRNQJgiAIgiAIgiBEMCLqBEEQBEEQBEEQIhgRdYIgCIIgCIIgCBFMXKgbIJxFVVUAsrKyDNmf1WolLy+PrKwsLBaLIfsUogOxHaEiiN0IFUHsRqgoYjtCRQgnu3FpApdGKAkRdWFEdnY2AA0bNgxxSwRBEARBEARBCAeys7NJS0sr8TuKWhbpJxiCw+Hg0KFDVKlSBUVRgr6/rKwsGjZsyP79+6latWrQ9ydED2I7QkUQuxEqgtiNUFHEdoSKEE52o6oq2dnZ1KtXD5Op5FVz4qkLI0wmEw0aNDB8v1WrVg250QqRidiOUBHEboSKIHYjVBSxHaEihIvdlOahcyGJUgRBEARBEARBECIYEXWCIAiCIAiCIAgRjIi6GCYhIYFnnnmGhISEUDdFiDDEdoSKIHYjVASxG6GiiO0IFSFS7UYSpQiCIAiCIAiCIEQw4qkTBEEQBEEQBEGIYETUCYIgCIIgCIIgRDAi6gRBEARBEARBECIYEXUxyowZM+jduzfVqlUjJSWF9u3b88orr2C1WkPdNCFEbN26lXfffZcxY8bQtm1b4uLiUBSFF154odTf/vTTTwwaNIgaNWqQlJTEOeecw7/+9S9ycnIMaLkQKqxWK4sWLeLRRx+lc+fOpKenY7FYqFOnDkOHDuX7778v8fdiN7HN1KlTufnmm2nfvj21atXCYrGQlpZGly5deOmll0q0A7EdwZPHHnsMRVFKvWeJ3cQuY8aMcduIv0dBQYHub9esWcOIESOoXbs2iYmJNG3alH/84x8cO3bM4KMoBVWIOR544AEVUOPi4tT+/furV199tZqenq4Cas+ePdW8vLxQN1EIAS670D7Gjx9f4u/eeOMNFVAVRVEvvvhidcSIEWqdOnVUQG3durV6/Phxg45AMJqFCxe67aROnTrq4MGD1WuvvVZt06aN+/0777xTdTgcPr8VuxF69OihKoqinnfeeeqAAQPUkSNHqpdddpmalJSkAmqLFi3UgwcP+vxObEfw5Ndff1VNJpOqKEqJ9yyxm9hm9OjRKqD26NFDHT16tO6jqKjI53czZsxQ4+LiVEDt3Lmzeu2116rNmjVTAbV27drq9u3bQ3A0+oioizFmz56tAmpqaqq6Zs0a9/vHjx9X27ZtqwLqww8/HMIWCqHi//7v/9RHHnlEnTp1qvr333+rN910U6mibu3ataqiKKrZbFbnzZvnfj83N1ft06ePCqjXXHONEc0XQsCiRYvUa665Rl22bJnPZ9OnT1fNZrMKqFOmTPH6TOxGUFVV/f3339WTJ0/6vH/ixAm1Z8+eKqBef/31Xp+J7Qie5Obmqi1btlTr16+vDhs2zO89S+xGcIm6jz/+uMy/OXjwoJqcnKwC6ocffuh+32azqTfeeKNb6OlNXIYCEXUxRufOnVVAfeGFF3w+W758uQqoCQkJ6unTp0PQOiGccHWAJYm6ESNGqIB6++23+3y2Z88e1WQyqYD6999/B7OpQphy2223qYDap08fr/fFboTSWLZsmQqoGRkZXu+L7Qie3H///Sqgfv/99yXes8RuhIqIukcffVQF1L59+/p8lp2draalpamAOn/+/AC2tOLImroY4uDBg6xatQqAUaNG+Xzes2dPGjZsSGFhIfPmzTO6eUKEUVRU5F4zpWdPjRs3pkePHgDMnj3b0LYJ4UGHDh0A2L9/v/s9sRuhLMTFxQF4Ff8V2xE8Wbp0Ke+++y4333wzgwYN8vs9sRuhorjsQc9uUlNTGTp0KABff/21oe3yh4i6GOLPP/8EICMjg6ZNm+p+p1OnTl7fFQR/bNu2jby8POCs3WgRe4pttm/fDkDdunXd74ndCKWRnZ3Ns88+C+AeNIHYjnCWnJwcbr31VmrXrs1bb71V4nfFbgRPlixZwsMPP8ydd97Jk08+yezZsyksLPT5XnZ2Njt27AAix27iQt0AwTh2794NQKNGjfx+p2HDhl7fFQR/uGwkPT2dKlWq6H5H7Cl2OXLkCJ988gkA11xzjft9sRtBy4IFC5g2bRoOh4OjR4+yYsUKsrOzGThwIC+//LL7e2I7gotHHnmE3bt3M3v2bKpVq1bid8VuBE8+/fRTn/fq1q3LRx99xMCBA93v7dmzx/3c37g53OxGPHUxRHZ2NgApKSl+v5OamgpAVlaWIW0SIhexJ8EfNpuNG2+8kTNnztC2bVvuuusu92diN4KWv/76iylTpvDZZ5+xYMECsrOzGTVqFJ988glpaWnu74ntCOCcBPjwww+5/vrrGTZsWKnfF7sRANq3b8/bb7/Npk2byMrK4ujRoyxYsIDu3btz+PBhhg4dytKlS93fd9kN+LedcLMbEXWCIAhCQLn77rtZtGgR1atXZ+bMmcTHx4e6SUIYM27cOFRVpaioiB07dvD666/zww8/cN5557Fs2bJQN08II86cOcNtt91GzZo1effdd0PdHCGCePDBB7n//vs5//zzqVKlCrVq1aJfv3788ssvXHnllVitVsaNGxfqZlYKEXUxhCvsIDc31+93XAU4q1atakibhMhF7EnQ44EHHmDy5MlUq1aNhQsX0qpVK6/PxW4Ef1gsFpo3b85DDz3EDz/8wKlTp7jxxhvJz88HxHYE5wTAgQMH+N///keNGjXK9BuxG6EkFEXhueeeA2D9+vXuxF6eobr+bCfc7EZEXQzRpEkTwDsTnRbXZ67vCoI/XDZy+vRprzAFT8SeYouHH36Yd955h/T0dBYsWODOfumJ2I1QFi666CLOO+889u/fz+rVqwGxHcGZjTAuLo4JEybQu3dvr8f8+fMBmDx5Mr179+b6668HxG6E0jn33HPdzw8cOAA4s6K62Ldvn+7vws1uRNTFEK4B1smTJ/0u6nTdPDt27GhYu4TIpHXr1iQnJwNn7UaL2FPs8Nhjj/HGG2+QlpbGggUL/GYLE7sRyoprHcuxY8cAsR3Bic1m4+eff/Z5HD16FHAmuPj555/5/fffAbEboXROnjzpfu7y0FWtWpUWLVoAkWM3IupiiAYNGtC5c2cApk2b5vP5L7/8wv79+0lISCix5osgAMTHxzN48GBA35727t3Lb7/9BsBVV11laNsEY3niiSd49dVXSUtLY+HChe5+Rg+xG6EsnDhxgvXr1wO4Q3jFdoTTp0+jqqruY/To0QCMHz8eVVXd2QvFboTSmD59OuAUcq1bt3a/77IHPbvJycnhu+++A+Dqq682oJVlIHR1z4VQMHv2bBVQU1NT1TVr1rjfP3HihNq2bVsVUB9++OEQtlAIF0aPHq0C6vjx4/1+Z82aNaqiKKrZbFZ/+OEH9/u5ublqnz59VEC95pprjGiuECL+9a9/qYCanp6u/vHHH2X6jdiNsHnzZvXzzz9X8/PzfT7bunWr2rt3bxVQu3bt6vWZ2I7gj5LuWWI3sc2ff/6pfvvtt6rVavV63263q5MmTVITExNVQH3qqae8Pj948KCanJysAurEiRPd79tsNvWmm25SAbVz586qw+Ew5DhKQ1FVVQ2JmhRCxgMPPMA777yDxWKhT58+pKSksGjRIk6fPk2PHj1YuHAhSUlJoW6mYDBr167lnnvucb/euXMnJ06coEGDBtSvX9/9/uzZs72KSb/55ps89NBDKIrCJZdcQq1atVi+fDmHDx+mdevW/PLLL2Ve0C5EFnPmzOHKK68EnEVYzz//fN3v1ahRg9dee83rPbGb2Gbp0qVceumlpKSk0KFDBxo0aEBRURH79u1j7dq1OBwOzj33XObPn+9TI0psR9BjzJgxTJkyhfHjx/PUU0/5fC52E7t88803XHXVVVSrVo2OHTtSu3ZtTp8+zaZNm9zr5UaOHMmnn35KXJx3Ce8ZM2YwcuRI7HY7F110EU2aNGHVqlXs2rWL2rVr88svv7jDNENOqFWlEBq+/PJL9eKLL1arVq2qJiUlqW3atFH/+9//qoWFhaFumhAilixZogKlPnbv3u3z24ULF6oDBw5UMzIy1ISEBLVly5bqk08+qWZlZRl/IIJhfPzxx2WymcaNG+v+Xuwmdjl27Jj64osvqgMHDlSbNGmipqSkqPHx8WqdOnXUfv36qe+//75aUFDg9/diO4KWskSXiN3EJrt27VLHjRun9uzZU61fv76amJioJiQkqI0aNVKHDx+ufv/99yX+fvXq1erVV1+t1qxZU42Pj1cbN26s3nvvveqRI0cMOoKyIZ46QRAEQRAEQRCECEYSpQiCIAiCIAiCIEQwIuoEQRAEQRAEQRAiGBF1giAIgiAIgiAIEYyIOkEQBEEQBEEQhAhGRJ0gCIIgCIIgCEIEI6JOEARBEARBEAQhghFRJwiCIAiCIAiCEMGIqBMEQRAEQRAEQYhgRNQJgiAIgiAIgiBEMCLqBEEQhJCzdOlSFEUp8+OTTz4JdZMFQRAEIWwQUScIgiAIgiAIghDBxIW6AYIgCILgydixY7nnnntK/E6DBg0Mao0gCIIghD8i6gRBEISwolatWrRp0ybUzRAEQRCEiEHCLwVBEARBEARBECIYEXWCIAhCRPLss8+6E6cAnDlzhvHjx9OhQwfS09P9JlT55ptvGDFiBI0aNSIxMZH09HQ6derEc889x6lTp0rd74EDB7j33ntp1qwZiYmJ1KtXj6FDh/LTTz/ptsuTPXv2lDnZS5MmTVAUhTFjxpT4vbVr13L33XfTunVrUlNTSUlJoXXr1owdO5Zt27b5/d0nn3zibsuePXtwOBxMnDiR7t27U61aNVJSUmjXrh0vvvgieXl5pZ4Xh8PBF198wTXXXEOjRo1ISkoiKSmJVq1accMNNzBz5kysVisAVquVOnXqoCgKAwcOLHXbmzZtcrf1lVdeKfX7giAIsYaEXwqCIAgRz/bt2+nfvz979uzx+51Tp04xfPhwFi9e7PV+YWEha9asYc2aNUyYMIFvv/2Wrl276m5j+fLlDBkyhKysLPd7hw8f5rvvvuO7777j2WefDcThlAmHw8EjjzzCW2+9haqqXp9t27aNbdu2MWnSJN577z3uvPPOEreVl5dH//79WbRokdf7GzduZOPGjcyZM4fFixeTkpKi+/s9e/Zw1VVXsW7dOp/Ptm/fzvbt25k2bRpLliyhd+/eWCwWbr75Zl599VUWLlzIwYMHqV+/vt/2ffTRRwDExcVx8803l3gsgiAIsYh46gRBEISIZ/jw4Rw8eJB//OMfLFy4kNWrV/PFF1/QunVrwCnc+vbty+LFizGbzdx000188cUX/P777yxfvpwXX3yR6tWrc+zYMQYNGsTevXt99rFv3z63oDOZTNx999389NNPrFq1ismTJ9OyZUueffZZvv/+e0OO+R//+Advvvkmqqpy8cUX89FHH7F06VL++OMP/u///o/zzz8fm83GXXfdxZw5c0rc1h133MGSJUsYPXo033//PWvWrGH27Nl069YNgD/++IMXXnhB97dHjx6lR48ebkF32WWXMWXKFFauXMkff/zBl19+yV133UVGRobX726//XbAKU4//fRTv22zWq18/vnnAFx++eXUqVOnTOdHEAQhplAFQRAEIcQsWbJEBVRAHTt2rLpx40a/j6NHj6qqqqrPPPOM+zcmk0n98ccf/W7/n//8pwqo6enp6urVq3W/s2fPHrVu3boqoI4aNcrn8+HDh7v3N23aNJ/Ps7Ky1Pbt27u/o3eL3b17t/uzjz/+uMRz0rhxYxVQR48e7fPZggUL3NuZNGmS7u/z8/PVyy67TAXUxo0bq1ar1evzjz/+2Kutn332mc82CgoK1DZt2qiAWr16dZ9tqKqqXnXVVe5tvPzyy36PJzs7W83MzPR6r1evXiqgtmrVyu/vvv76a/f2Z8+e7fd7giAIsYyIOkEQBCHkeIq60h7PPPOMqqreou7WW2/1u+3s7Gw1LS1NBdR33323xHZMmDBBBVSLxaLm5OS43z98+LBqNptVQB0yZIjf369cudIQUecSa9dcc02J2/jrr7/c+1uwYIHXZ56i7uqrr/a7jQ8++MD9vfXr13t9tmXLFlVRFBVQhw0bVmJb9JgyZYp727/88ovud6644goVUGvVqqUrKgVBEARVlfBLQRAEIeK54YYb/H72888/c+bMGcAZplkSF198MeAM+VuzZo37/SVLlmC32wG45ZZb/P6+S5cunH/++WVud0XIyspi6dKlQOnHc+6551KjRg0AVqxY4fd7JZ2/Cy+80P18165dXp99//337vV8Dz74YIlt0WPEiBGkpaUB8PHHH/t8fvToUX744QcAbrrpJuLiJBWAIAiCHiLqBEEQhLDimWeeQXVGkug+9JKRtGvXzu/2Vq9e7X5et25ddxZFvYdnfbwjR464n2/cuNH9vHPnziW2v0uXLmU5zArz559/4nA4ABg5cmSJx6MoCidOnAC8j0fLOeec4/czz7Vw2dnZPm0BsFgsfpPLlERSUhKjRo0C4KuvvvLJsvnZZ59hs9kAuPXWW8u9fUEQhFhBRJ0gCIIQ8VSrVs3vZ8eOHavQNj0FRmZmpvt5rVq1Svxd7dq1K7S/shKI49GSnJzs9zOT6exQweWtdOESjBkZGcTHx1eoXa6EKdnZ2cycOdPrM5f37qKLLuK8886r0PYFQRBiAYljEARBECIes9ns9zNPIbJ27VosFkuZttmgQQPd9/XqzxmJ5/F8+OGHdO/evUy/K0n4hpKOHTvSoUMH/vzzTz7++GN3yYKVK1fy119/AeKlEwRBKA0RdYIgCEJUU716dffzmjVr+hVrJeEpiI4ePUrDhg39fvfo0aN+P/P0erlCKP2Rm5ur+77n8SQnJ3uFjBqNa71eZmYmRUVFlfLW3Xvvvfz888/s3r2bpk2bur10ycnJXH/99QFrsyAIQjQi4ZeCIAhCVNOhQwf3819//bVC22jbtq37+apVq0r8bkmfV6lSxf381KlTfr+XmZnJyZMndT+74IIL3N7Cih5PoOjYsSPgTCxTUiKW0rjhhhtISkpCVVU++eQT8vPzmT59OgDXXHMNVatWDUh7BUEQohURdYIgCEJU07dvX/easXfeecedrbE8XHrppe4QzylTpvj93qpVq9i0aZPfz6tVq0Z6ejrgncBFy/Tp0/22s2bNmu6kJNOmTeP48eOlNT9oDB482C0w33rrrQpvJy0tzZ3Jc8qUKcycOdOdsVRCLwVBEEpHRJ0gCIIQ1aSnp3PfffcB8Ntvv/Hggw+WGPp49OhRJk2a5PVe3bp1ufLKKwGYM2cOX331lc/vcnJyuOuuu0ptj6tswrfffsvOnTt9Pt+6dStPP/10idt46qmnAGd5g+HDh3P69Gm/3y0sLOS9996joKCg1LaVl1atWnHVVVcB8M033/Dqq6/6/W5ubm6J3klXwpS9e/fy2GOPAdC8eXMuueSSALZYEAQhOhFRJwiCIEQ9zz//PBdddBEAb7/9Nh07duS9997j119/Zd26dSxZsoT//e9/DBs2jEaNGvHBBx/4bOP11193h0+OGjWKe++9lyVLlrBmzRo+/vhjLrzwQv788086depUYlvuueceAPLz8+nduzeTJ09m7dq1LFu2jGeeeYaLLrqIjIwMatas6XcbgwYN4oEHHgBg2bJlnHvuuTz33HMsWrSIdevW8euvvzJlyhRuv/126taty3333ecuDRBoJkyYQL169QB47LHH6NOnD5999hmrVq1i9erVzJw5k3vvvZdGjRqxfv16v9u5+OKLadWqFXC2/MKYMWNCnphGEAQhEpBEKYIgCELUk5CQwMKFCxkzZgxff/0169evd3vv9NBbw9WkSRPmzJnD0KFDyc7OZsKECUyYMMHrO//+979RFKXE0MoBAwZw//33884773DgwAG3h8pFo0aNmDNnDpdffnmJx/Tmm2+SkZHB+PHjOXLkiG79PhcpKSklZgitDLVr12b58uVceeWVbNq0icWLF7N48eIKbeu2227j8ccfB5xJZcaMGRPAlgqCIEQv4qkTBEEQYoIqVaowa9Ysli9fzu23307r1q2pUqUKcXFxZGRk0LlzZ+69917mzZvHwoULdbfRu3dvNm/ezNixY2ncuDHx8fHUrl2bwYMHM3/+fJ577rkyteXtt99m2rRpXHzxxVStWpWkpCRat27NE088wdq1azn33HNL3YaiKPz73/9m27ZtPPbYY3Tq1ImMjAzMZjNVqlThvPPO44YbbmDKlCkcPnyYpKSkcp2v8tCsWTPWrVvHJ598wuDBg6lbty4Wi4WkpCRatWrFzTffzLfffkuvXr1K3M5NN93kft6vX78KZSoVBEGIRRS1IivGBUEQBEHQ5dlnn3WLO7nFlo+FCxfSv39/AL788kuuvfbaELdIEAQhMhBPnSAIgiAIYcFHH30EOGvxuRLTCIIgCKUjok4QBEEQhJCzc+dOZs6cCcAtt9xCQkJCiFskCIIQOUiiFEEQBEEQQsLBgwfJy8tj165dPP7449hsNhITE3nwwQdD3TRBEISIQkSdIAiCIAgh4YYbbuDnn3/2em/8+PHuEgmCIAhC2RBRJwiCIAhCSElOTqZVq1aMGzeO0aNHh7o5giAIEYdkvxQEQRAEQRAEQYhgJFGKIAiCIAiCIAhCBCOiThAEQRAEQRAEIYIRUScIgiAIgiAIghDBiKgTBEEQBEEQBEGIYETUCYIgCIIgCIIgRDAi6gRBEARBEARBECIYEXWCIAiCIAiCIAgRjIg6QRAEQRAEQRCECEZEnSAIgiAIgiAIQgTz/9ZMEfMPt7e7AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Initialize biotuner object for harmonic signal\n", "bt_harm = compute_biotuner(sf=sf, peaks_function = 'FOOOF', precision = 0.5) \n", "\n", "# Extract spectral peaks\n", "bt_harm.peaks_extraction(signal_harm, min_freq = 1, max_freq = 50, min_harms = 2, harm_limit = 1000, graph=True)\n", "\n", "# Initialize biotuner object for non-harmonic signal\n", "bt_noharm = compute_biotuner(sf=sf, peaks_function = 'FOOOF', precision = 0.5) \n", "\n", "# Extract spectral peaks\n", "bt_noharm.peaks_extraction(signal_noharm, min_freq = 1, max_freq = 50, min_harms = 2, harm_limit = 1000, graph=True)\n", "\n", "# Compare results\n", "print('HARMONIC PEAKS', '\\nRETRIEVED', bt_harm.peaks, 'ORIGINAL', freqs_harm)\n", "print('NON-HARMONIC PEAKS', '\\nRETRIEVED', bt_noharm.peaks, 'ORIGINAL', freqs_noharm)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Empirical Mode Decomposition" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "HARMONIC PEAKS \n", "RETRIEVED [ 2. 6. 18. 36.] ORIGINAL [2, 6, 12, 18, 24, 36, 48]\n", "NON-HARMONIC PEAKS \n", "RETRIEVED [ 5. 11. 23. 49.] ORIGINAL [2, 5, 11, 17, 23, 33, 49]\n" ] } ], "source": [ "# Initialize biotuner object for harmonic signal\n", "bt_harm = compute_biotuner(sf=sf, peaks_function='EMD', precision=0.5) \n", "\n", "# Extract spectral peaks\n", "bt_harm.peaks_extraction(signal_harm, min_freq=1, max_freq=50, nIMFs=3, prominence=10, rel_height=1, keep_first_IMF=True,\n", " )\n", "\n", "# Initialize biotuner object for non-harmonic signal\n", "bt_noharm = compute_biotuner(sf=sf, peaks_function='EMD', precision=0.5) \n", "\n", "# Extract spectral peaks\n", "bt_noharm.peaks_extraction(signal_noharm, min_freq=1, max_freq=50, nIMFs=3, prominence=10, rel_height=1, keep_first_IMF=True,\n", " )\n", "\n", "# Compare results\n", "print('HARMONIC PEAKS', '\\nRETRIEVED', bt_harm.peaks, 'ORIGINAL', freqs_harm)\n", "print('NON-HARMONIC PEAKS', '\\nRETRIEVED', bt_noharm.peaks, 'ORIGINAL', freqs_noharm)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Harmonic recurrence\n", "\n", "This method identifies spectral peaks that have the highest recurrence in the spectrum based on their harmonic series.\n", "In the graph, each colored line reprensent a spectral peak, while the associated dashed lines represent harmonics of this peak.\n" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "HARMONIC PEAKS \n", "RETRIEVED [ 2. 6. 12. 48.] ORIGINAL [2, 6, 12, 18, 24, 36, 48]\n", "NON-HARMONIC PEAKS \n", "RETRIEVED [ 5. 2. 33. 11.] ORIGINAL [2, 5, 11, 17, 23, 33, 49]\n" ] } ], "source": [ "# Initialize biotuner object for harmonic signal\n", "bt_harm = compute_biotuner(sf=sf, peaks_function = 'harmonic_recurrence', precision = 0.5) \n", "\n", "#set figzise\n", "plt.figure(figsize=(5, 2))\n", "# Extract spectral peaks\n", "bt_harm.peaks_extraction(signal_harm, min_freq=1, max_freq=50, min_harms=2, harm_limit=1000, graph=True,\n", " prominence=15, rel_height=1, n_peaks=4)\n", "\n", "# Initialize biotuner object for non-harmonic signal\n", "bt_noharm = compute_biotuner(sf=sf, peaks_function='harmonic_recurrence', precision=0.5) \n", "\n", "# Extract spectral peaks\n", "bt_noharm.peaks_extraction(signal_noharm, min_freq=1, max_freq=50, min_harms=2, harm_limit=1000, graph=True,\n", " prominence=15, rel_height=1, n_peaks=4)\n", "\n", "# Compare results\n", "print('HARMONIC PEAKS', '\\nRETRIEVED', bt_harm.peaks, 'ORIGINAL', freqs_harm)\n", "print('NON-HARMONIC PEAKS', '\\nRETRIEVED', bt_noharm.peaks, 'ORIGINAL', freqs_noharm)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Endogeneous Inter-Modulation Components" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "HARMONIC PEAKS \n", "RETRIEVED [12.0, 18.0, 6.0, 48.0] ORIGINAL [2, 6, 12, 18, 24, 36, 48]\n", "NON-HARMONIC PEAKS \n", "RETRIEVED [11.0, 33.0, 49.0, 40.5] ORIGINAL [2, 5, 11, 17, 23, 33, 49]\n" ] } ], "source": [ "# Initialize biotuner object for harmonic signal\n", "bt_harm = compute_biotuner(sf=sf, peaks_function='EIMC', precision=0.5) \n", "\n", "# Extract spectral peaks\n", "bt_harm.peaks_extraction(signal_harm, min_freq=1, max_freq=50, graph=True,\n", " n_peaks=4, prominence=10, rel_height=10)\n", "\n", "# Initialize biotuner object for non-harmonic signal\n", "bt_noharm = compute_biotuner(sf=sf, peaks_function='EIMC', precision=0.5) \n", "\n", "# Extract spectral peaks\n", "bt_noharm.peaks_extraction(signal_noharm, min_freq=1, max_freq=50, graph=True,\n", " n_peaks=4, prominence=10, rel_height=10)\n", "\n", "# Round the peaks according to the precision, which is a float\n", "bt_harm.peaks = [round(x * 2) / 2 for x in bt_harm.peaks]\n", "bt_noharm.peaks = [round(x * 2) / 2 for x in bt_noharm.peaks]\n", "\n", "# Compare results\n", "print('HARMONIC PEAKS', '\\nRETRIEVED', bt_harm.peaks, 'ORIGINAL', freqs_harm)\n", "print('NON-HARMONIC PEAKS', '\\nRETRIEVED', bt_noharm.peaks, 'ORIGINAL', freqs_noharm)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Effect of noise on peaks detection\n", "\n", "We will add noise to the signal to see how the algorithms perform" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "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" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.signal import welch\n", "\n", "# Set a target channel noise power to something very noisy\n", "noise_db_list = range(0, 25, 5)\n", "\n", "# Create subplots\n", "fig, axs = plt.subplots(1, 4, figsize=(16, 4))\n", "\n", "colors = plt.cm.inferno(np.linspace(0, 0.6, len(noise_db_list)))\n", "\n", "for i, db in enumerate(noise_db_list):\n", " # Convert to linear Watt units\n", " target_noise_watts = 10 ** (db / 10)\n", "\n", " # Generate noise samples\n", " mean_noise = 0\n", " noise_signal_harm = np.random.normal(mean_noise, np.sqrt(target_noise_watts), len(signal_harm))\n", " noise_signal_brain_harm = np.random.normal(mean_noise, np.sqrt(target_noise_watts), len(brain_signal_harm))\n", "\n", " # Noise up the original signal (oscillations and brain signals) and plot\n", " noised_signal_harm = signal_harm + noise_signal_harm\n", " noised_brain_signal_harm = brain_signal_harm + noise_signal_brain_harm\n", " \n", " # For harmonic oscillation\n", " axs[0].plot(noised_signal_harm[0:100], color = colors[i], label='{}dB noise'.format(db), alpha=0.8)\n", " freqs, psd = welch(noised_signal_harm, sf, nperseg=1024)\n", " axs[1].semilogy(freqs, psd, color = colors[i])\n", " \n", " # For simulated brain signal\n", " axs[2].plot(noised_brain_signal_harm[0:100], color = colors[i], alpha=1)\n", " freqs, psd = welch(noised_brain_signal_harm, sf, nperseg=1024)\n", " axs[3].semilogy(freqs, psd, color = colors[i])\n", "\n", "# Set labels and titles\n", "axs[0].set_title('Harmonic signal')\n", "axs[1].set_title('Spectrum')\n", "axs[2].set_title('Simulated brain signal')\n", "axs[3].set_title('Spectrum')\n", "\n", "for ax in axs[1:4]:\n", " ax.set_xlim([2, 50])\n", " ax.set_xlabel('Frequency (Hz)')\n", " ax.set_ylabel('PSD [V**2/Hz]')\n", "\n", "# Add legends\n", "axs[0].legend(loc='upper right')\n", "axs[1].legend(loc='upper right')\n", "\n", "# Display the plot\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "#### We will now quantify the effect of noise on peak detection by plotting the performance of the algorithms for different intensity of noise.\n", "\n", "The first plot is for a signal made from a set of harmonic frequencies." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "fixed\n", "harmonic_recurrence\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "EIMC\n", "EMD\n", "FOOOF\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "fixed\n", "harmonic_recurrence\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "EIMC\n", "EMD\n", "FOOOF\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import seaborn as sns\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "from neurodsp.sim import sim_combined\n", "from scipy.interpolate import make_interp_spline, BSpline\n", "\n", "# Setting up parameters\n", "sf = 1000\n", "length = 4\n", "n_times = 30 #number of times the bootstraping is executed\n", "freqs = [2, 6, 12, 18, 24, 36]\n", "amps = [1, 1, 1, 1, 1, 1]\n", "FREQ_BANDS = [[1, 5], [5, 10], [10, 20], [20, 30]]\n", "\n", "# Simulate the signals\n", "components = {\n", " 'sim_powerlaw': {'exponent': -1}, \n", " 'sim_oscillation': [{'freq': freq} for freq in freqs] # list of dictionaries\n", "}\n", "component_variances = [1 for _ in range(len(freqs) + 1)] # +1 for the 'sim_powerlaw' component\n", "\n", "# Simulate original signal\n", "simulated_EEG = sim_combined(length, sf, components, component_variances)\n", "\n", "# Simulate EEG signal\n", "simulated_oscillations = generate_signal(sf, length, freqs, amps, show=False, color = 'turquoise') # Assuming generate_signal is your custom function\n", "\n", "signals = {'Simulated Oscillations': simulated_oscillations, 'Simulated EEG Signal': simulated_EEG}\n", "\n", "for title, signal in signals.items():\n", " peaks_methods = ['fixed', 'harmonic_recurrence', 'EIMC', 'EMD', 'FOOOF']\n", " noise_db_list = range(0, 40, 1)\n", " colors = ['darkred', 'darkblue', 'darkorange', 'black', 'cyan', 'deeppink']\n", "\n", " data = []\n", " for method, color in zip(peaks_methods, colors):\n", " print(method)\n", " median_distance_tot = []\n", " for db in noise_db_list: \n", " t = 0\n", " median_distance = []\n", " while t < n_times:\n", " # Convert to linear Watt units\n", " target_noise_watts = 10 ** (db / 10)\n", "\n", " # Generate noise samples\n", " mean_noise = 0\n", " noise_signal = np.random.normal(mean_noise, np.sqrt(target_noise_watts), len(signal))\n", "\n", " # Noise up the original signal\n", " noised_signal = signal + noise_signal\n", " \n", " # set dictionary of prominence and rel_height for each method\n", " prominences = {'fixed': 10, 'harmonic_recurrence': 8, 'EMD': 1, 'FOOOF': 10, 'HH1D_max': 1, 'EIMC': 7}\n", " rel_heights = {'fixed': 1, 'harmonic_recurrence': 1, 'EMD': 0.7, 'FOOOF': 1, 'HH1D_max': 1, 'EIMC': 1}\n", " # Initialize biotuner object\n", " biotuning = compute_biotuner(sf = sf, peaks_function=method, precision=0.5)\n", " \n", " if method == 'EMD':\n", " biotuning.peaks_extraction(noised_signal, min_freq=1, max_freq=50, min_harms=2, harm_limit=128, \n", " FREQ_BANDS = FREQ_BANDS, verbose=False, graph=False, prominence=prominences[method],\n", " rel_height=rel_heights[method], nIMFs=6, keep_first_IMF=False, n_peaks=6)\n", " biotuning.peaks = biotuning.peaks[0:4] # select only the first 4 peaks\n", " biotuning.peak = [x for x in biotuning.peaks if x <= freqs[-1]+1]\n", " \n", " else:\n", " try:\n", " biotuning.peaks_extraction(noised_signal, min_freq=1, max_freq=50, min_harms=2, harm_limit=128, \n", " FREQ_BANDS = FREQ_BANDS, verbose=False, graph=False, prominence=prominences[method],\n", " rel_height=rel_heights[method], nIMFs=3, keep_first_IMF=True, n_peaks=4)\n", " biotuning.peaks = [x for x in biotuning.peaks if x <= freqs[-1]+1]\n", " except:\n", " biotuning.peaks = []\n", " if db == 0:\n", " no_noise_peaks = biotuning.peaks\n", " if len(biotuning.peaks) == 0:\n", " median_distance.append(np.nan)\n", " else:\n", " list_distance = []\n", " for p in biotuning.peaks:\n", " takeClosest = lambda num,collection:min(collection,key=lambda x:abs(x-num))\n", " closest = takeClosest(p,freqs)\n", " list_distance.append(abs(p-closest)) \n", " median_distance.append(np.nanmedian(list_distance))\n", " t += 1\n", " median_distance_tot.append(np.nanmedian(median_distance)) \n", " # calculate standard deviation\n", " std_dev = np.std(median_distance)\n", " # Continue with your computations... \n", "\n", " data.append([method, db, np.nanmedian(median_distance), np.std(median_distance)])\n", "\n", " df = pd.DataFrame(data, columns=[\"Method\", \"Noise decibels\", \"Median distance\", \"Std deviation\"])\n", "\n", " # Add the option for std or 95% CI\n", " error_option = 'CI' # change to 'std' for standard deviation\n", "\n", " plt.figure(figsize=(10,6))\n", " for method in peaks_methods:\n", " df_method = df[df[\"Method\"] == method]\n", " df_method = df_method[df_method['Std deviation'].notna()]\n", " \n", " # To create smooth line plot\n", " xnew = np.linspace(df_method[\"Noise decibels\"].min(), df_method[\"Noise decibels\"].max(), 300)\n", " spl = make_interp_spline(df_method[\"Noise decibels\"], df_method[\"Median distance\"], k=3) # type: BSpline\n", " y_smooth = spl(xnew)\n", " \n", " if error_option == 'std':\n", " spl_std = make_interp_spline(df_method[\"Noise decibels\"], df_method[\"Std deviation\"], k=3) # type: BSpline\n", " error_smooth = spl_std(xnew)\n", " elif error_option == 'CI':\n", " confidence_interval = df_method[\"Std deviation\"] / np.sqrt(n_times) * 1.96\n", " spl_ci = make_interp_spline(df_method[\"Noise decibels\"], confidence_interval, k=3) # type: BSpline\n", " error_smooth = spl_ci(xnew)\n", "\n", " line, = plt.plot(xnew, y_smooth, label=method) # use same color for the line\n", " color = line.get_color() # get color of the line\n", "\n", " plt.fill_between(xnew, y_smooth-error_smooth, y_smooth+error_smooth, color=color, alpha=0.2)\n", "\n", " plt.title(f'Impact of noise on peak detection: {title}', size=16)\n", " plt.grid(True)\n", " plt.legend(loc=\"upper left\", title=\"Peak Extraction Method\")\n", " plt.xlabel(\"Noise decibels\")\n", " plt.ylabel(\"Median distance between generated and retrieved peaks\")\n", " plt.show()\n", " plt.close()\n", "\n" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "fixed\n", "harmonic_recurrence\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "EIMC\n", "EMD\n", "FOOOF\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "fixed\n", "harmonic_recurrence\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "No peaks were detected. Consider increasing precision or number of harmonics\n", "No peak detected\n", "EIMC\n", "EMD\n", "FOOOF\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import seaborn as sns\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "from neurodsp.sim import sim_combined\n", "from scipy.interpolate import make_interp_spline, BSpline\n", "\n", "# Setting up parameters\n", "sf = 1000\n", "length = 4\n", "n_times = 30 #number of times the bootstraping is executed\n", "freqs = [2, 6.5, 15.5, 18.3, 24.9, 39.1]\n", "amps = [1, 1, 1, 1, 1, 1]\n", "FREQ_BANDS = [[1, 5], [5, 10], [10, 20], [20, 30]]\n", "\n", "# Simulate the signals\n", "components = {\n", " 'sim_powerlaw': {'exponent': -1}, \n", " 'sim_oscillation': [{'freq': freq} for freq in freqs] # list of dictionaries\n", "}\n", "component_variances = [1 for _ in range(len(freqs) + 1)] # +1 for the 'sim_powerlaw' component\n", "\n", "# Simulate original signal\n", "simulated_EEG = sim_combined(length, sf, components, component_variances)\n", "\n", "# Simulate EEG signal\n", "simulated_oscillations = generate_signal(sf, length, freqs, amps, show=False, color = 'turquoise') # Assuming generate_signal is your custom function\n", "\n", "signals = {'Simulated Oscillations': simulated_oscillations, 'Simulated EEG Signal': simulated_EEG}\n", "\n", "for title, signal in signals.items():\n", " peaks_methods = ['fixed', 'harmonic_recurrence', 'EIMC', 'EMD', 'FOOOF']\n", " noise_db_list = range(0, 40, 1)\n", " colors = ['darkred', 'darkblue', 'darkorange', 'black', 'cyan', 'deeppink']\n", "\n", " data = []\n", " for method, color in zip(peaks_methods, colors):\n", " print(method)\n", " median_distance_tot = []\n", " for db in noise_db_list: \n", " t = 0\n", " median_distance = []\n", " while t < n_times:\n", " # Convert to linear Watt units\n", " target_noise_watts = 10 ** (db / 10)\n", "\n", " # Generate noise samples\n", " mean_noise = 0\n", " noise_signal = np.random.normal(mean_noise, np.sqrt(target_noise_watts), len(signal))\n", "\n", " # Noise up the original signal\n", " noised_signal = signal + noise_signal\n", " \n", " # set dictionary of prominence and rel_height for each method\n", " prominences = {'fixed': 10, 'harmonic_recurrence': 8, 'EMD': 1, 'FOOOF': 10, 'HH1D_max': 1, 'EIMC': 7}\n", " rel_heights = {'fixed': 1, 'harmonic_recurrence': 1, 'EMD': 0.7, 'FOOOF': 1, 'HH1D_max': 1, 'EIMC': 1}\n", " # Initialize biotuner object\n", " biotuning = compute_biotuner(sf = sf, peaks_function=method, precision=0.5)\n", " \n", " if method == 'EMD':\n", " biotuning.peaks_extraction(noised_signal, min_freq=1, max_freq=50, min_harms=2, harm_limit=128, \n", " FREQ_BANDS = FREQ_BANDS, verbose=False, graph=False, prominence=prominences[method],\n", " rel_height=rel_heights[method], nIMFs=6, keep_first_IMF=False, n_peaks=6)\n", " biotuning.peaks = biotuning.peaks[0:4] # select only the first 4 peaks\n", " biotuning.peak = [x for x in biotuning.peaks if x <= freqs[-1]+1]\n", " \n", " else:\n", " try:\n", " biotuning.peaks_extraction(noised_signal, min_freq=1, max_freq=50, min_harms=2, harm_limit=128, \n", " FREQ_BANDS = FREQ_BANDS, verbose=False, graph=False, prominence=prominences[method],\n", " rel_height=rel_heights[method], nIMFs=3, keep_first_IMF=True, n_peaks=4)\n", " biotuning.peaks = [x for x in biotuning.peaks if x <= freqs[-1]+1]\n", " except:\n", " biotuning.peaks = []\n", " if db == 0:\n", " no_noise_peaks = biotuning.peaks\n", " if len(biotuning.peaks) == 0:\n", " median_distance.append(np.nan)\n", " else:\n", " list_distance = []\n", " for p in biotuning.peaks:\n", " takeClosest = lambda num,collection:min(collection,key=lambda x:abs(x-num))\n", " closest = takeClosest(p,freqs)\n", " list_distance.append(abs(p-closest)) \n", " median_distance.append(np.nanmedian(list_distance))\n", " t += 1\n", " median_distance_tot.append(np.nanmedian(median_distance)) \n", " # calculate standard deviation\n", " std_dev = np.std(median_distance)\n", " # Continue with your computations... \n", "\n", " data.append([method, db, np.nanmedian(median_distance), np.std(median_distance)])\n", "\n", " df = pd.DataFrame(data, columns=[\"Method\", \"Noise decibels\", \"Median distance\", \"Std deviation\"])\n", "\n", " # Add the option for std or 95% CI\n", " error_option = 'CI' # change to 'std' for standard deviation\n", "\n", " plt.figure(figsize=(10,6))\n", " for method in peaks_methods:\n", " df_method = df[df[\"Method\"] == method]\n", " df_method = df_method[df_method['Std deviation'].notna()]\n", " \n", " # To create smooth line plot\n", " xnew = np.linspace(df_method[\"Noise decibels\"].min(), df_method[\"Noise decibels\"].max(), 300)\n", " spl = make_interp_spline(df_method[\"Noise decibels\"], df_method[\"Median distance\"], k=3) # type: BSpline\n", " y_smooth = spl(xnew)\n", " \n", " if error_option == 'std':\n", " spl_std = make_interp_spline(df_method[\"Noise decibels\"], df_method[\"Std deviation\"], k=3) # type: BSpline\n", " error_smooth = spl_std(xnew)\n", " elif error_option == 'CI':\n", " confidence_interval = df_method[\"Std deviation\"] / np.sqrt(n_times) * 1.96\n", " spl_ci = make_interp_spline(df_method[\"Noise decibels\"], confidence_interval, k=3) # type: BSpline\n", " error_smooth = spl_ci(xnew)\n", "\n", " line, = plt.plot(xnew, y_smooth, label=method) # use same color for the line\n", " color = line.get_color() # get color of the line\n", "\n", " plt.fill_between(xnew, y_smooth-error_smooth, y_smooth+error_smooth, color=color, alpha=0.2)\n", "\n", " plt.title(f'Impact of noise on peak detection: {title}')\n", " plt.grid(True)\n", " plt.legend(loc=\"upper left\", title=\"Peak Extraction Method\")\n", " plt.xlabel(\"Noise decibels\")\n", " plt.ylabel(\"Median distance\")\n", " plt.show()\n", " plt.close()\n", "\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The second plot is for a signal made from a set of inharmonic frequencies." ] } ], "metadata": { "kernelspec": { "display_name": "biotuner", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.15" }, "vscode": { "interpreter": { "hash": "78920748c27eb6b6a66039cd6eaf38ba7b9251be5db3fee90bd349c5848cd2ed" } } }, "nbformat": 4, "nbformat_minor": 2 }