{ "cells": [ { "cell_type": "markdown", "id": "5b367cc1", "metadata": {}, "source": [ "# Dynamic Time Warping (DTW)\n", "\n", "The following offers a demonstration of the capabalities of the DTW module within darts. Dynamic Time Warping allows you to compare two time series of different lengths and time axes. The algorithm will determine the optimal alignment between elements in the two series, such that the pair-wise distance between them is minimized." ] }, { "cell_type": "code", "execution_count": 1, "id": "82297564", "metadata": {}, "outputs": [], "source": [ "# fix python path if working locally\n", "from utils import fix_pythonpath_if_working_locally\n", "\n", "fix_pythonpath_if_working_locally()" ] }, { "cell_type": "code", "execution_count": 2, "id": "ecfafe77", "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "%matplotlib inline\n", "\n", "import numpy as np\n", "import pandas as pd\n", "from matplotlib import pyplot as plt\n", "from scipy.signal import argrelextrema\n", "\n", "from darts.dataprocessing import dtw\n", "from darts.datasets import SunspotsDataset\n", "from darts.metrics import dtw_metric, mae\n", "from darts.models import MovingAverageFilter\n", "from darts.timeseries import TimeSeries" ] }, { "cell_type": "code", "execution_count": 3, "id": "2f743a21", "metadata": {}, "outputs": [], "source": [ "SMALL_SIZE = 30\n", "MEDIUM_SIZE = 35\n", "BIGGER_SIZE = 40\n", "FIG_WIDTH = 20\n", "FIG_SIZE = (40, 10)\n", "\n", "\n", "plt.rc(\"font\", size=SMALL_SIZE) # controls default text sizes\n", "plt.rc(\"axes\", titlesize=SMALL_SIZE) # fontsize of the axes title\n", "plt.rc(\"axes\", labelsize=MEDIUM_SIZE) # fontsize of the x and y labels\n", "plt.rc(\"xtick\", labelsize=SMALL_SIZE) # fontsize of the tick labels\n", "plt.rc(\"ytick\", labelsize=SMALL_SIZE) # fontsize of the tick labels\n", "plt.rc(\"legend\", fontsize=SMALL_SIZE) # legend fontsize\n", "plt.rc(\"figure\", titlesize=BIGGER_SIZE) # fontsize of the figure title\n", "plt.rc(\"figure\", figsize=FIG_SIZE) # size of the figure" ] }, { "cell_type": "markdown", "id": "681a8278", "metadata": {}, "source": [ "## Read and Format\n", "\n", "Here we simply read the CSV file containing the number of sunspots, and transform the values into the desired format. \n", "We resample the dateset to eliminate high-frequency noise, as we are only interested in the general shape." ] }, { "cell_type": "code", "execution_count": 4, "id": "a76b9dd1", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ts = SunspotsDataset().load()\n", "ts = ts.resample(freq=\"y\")\n", "ts.plot()" ] }, { "cell_type": "markdown", "id": "f34857b8", "metadata": {}, "source": [ "## Determine the Number of Peaks\n", "\n", "We observe that the series is composed of a series of sharp peaks and troughs. Let's quickly determine the number of periods to consider. We begin by applying a moving average filter to the series, to eliminate false local maxima.\n", "Then we simply count the number of local maxima returned by `argrelextrema`." ] }, { "cell_type": "code", "execution_count": 5, "id": "3683fae0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "24" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ts_smooth = MovingAverageFilter(window=3).filter(ts)\n", "\n", "minimums = argrelextrema(ts_smooth.univariate_values(), np.greater)\n", "\n", "periods = len(minimums[0])\n", "periods" ] }, { "cell_type": "markdown", "id": "b2ae8be2", "metadata": {}, "source": [ "## Generate a Pattern to Compare With\n", "\n", "Here we simply construct a simplified pattern based on the previous observation, of linear peaks and troughs. We ensure that the mean is 0 and range is 1, to make it easier to fit to the data." ] }, { "cell_type": "code", "execution_count": 6, "id": "85456f32", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "steps = int(np.ceil(len(ts) / (periods * 2)))\n", "down = np.linspace(0.5, -0.5, steps + 1)[:-1]\n", "up = np.linspace(-0.5, 0.5, steps + 1)[:-1]\n", "\n", "values = np.append(np.tile(np.append(down, up), periods), 0.5)\n", "\n", "plt.plot(np.arange(len(values)), values)" ] }, { "cell_type": "markdown", "id": "9cbcf930", "metadata": {}, "source": [ "## Fit the Pattern to the Series\n", "\n", "We rescale and shift the data to be inline with the actual series. Then we create a new `TimeSeries`, with the same time axis as the Sunspot dataset. While this is not necessary to perform Dynamic Time Warping, it will enable us to plot and compare the initial alignment. Since our pattern is slightly longer than the Sunspot time series itself, we drop all values past the end date. " ] }, { "cell_type": "code", "execution_count": 7, "id": "aa5b8e95", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "m = 90\n", "c = 55\n", "\n", "scaled_values = values * m + c\n", "\n", "time_range = pd.date_range(start=ts.start_time(), freq=\"y\", periods=len(values))\n", "ts_shape_series = pd.Series(scaled_values, index=time_range, name=\"Shape\")\n", "\n", "ts_shape = TimeSeries.from_series(ts_shape_series)\n", "ts_shape = ts_shape.drop_after(ts.end_time())\n", "ts_shape.plot()\n", "ts.plot()" ] }, { "cell_type": "markdown", "id": "e5b9a187", "metadata": {}, "source": [ "## Quantitative Comparison\n", "\n", "We can use MEAN ABSOLUTE ERROR also known as `mae`, to evaluate how closely our simple pattern fits the data. Looking at the plot above it is clear that that there is some fluctuation in the time between peaks, leading to a misalignment and a relatively high error." ] }, { "cell_type": "code", "execution_count": 8, "id": "ac869d28", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "34.01837606837607" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "original_mae = mae(ts, ts_shape)\n", "original_mae" ] }, { "cell_type": "markdown", "id": "07640fe3", "metadata": {}, "source": [ "## Enter Dynamic Time Warping\n", "\n", "Fortunately finding the optimal alignment between two series is exactly what DTW was designed for! All we have to do is call the dtw with two time series." ] }, { "cell_type": "markdown", "id": "c489c594", "metadata": {}, "source": [ "### No Window\n", "\n", "The default behaviour is to consider all possible alignments between the time series. This becomes obvious when we plot the cost matrix, together with the path using `.plot()`. The cost matrix indicates the total cost/distance of the alignment that would match (i,j) together. For our timeseries we observe a dark green band passing through the diagonal. This indicates that the two time series are mostly aligned to begin with." ] }, { "cell_type": "code", "execution_count": 9, "id": "fb18c8ca", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "exact_alignment = dtw.dtw(ts, ts_shape)\n", "exact_alignment.plot(show_series=True)" ] }, { "cell_type": "markdown", "id": "cb982c8c", "metadata": {}, "source": [ "## Multi-Grid\n", "\n", "Computing all possible alignment quickly becomes computationally expensive on large datasets (quadratic complexity). \n", "\n", "Instead we can use the multi grid solver, which runs in near linear-time. The solver determines the optimal path first on a smaller grid, and then recursively reprojects and refines the path, each time doubling the resolution. Simply enabling the multi-grid solver (linear complexity) will usually result in a large speed-up, without much loss of accuracy.\n", "\n", "The parameter `multi_grid_radius` controls how much to extend the search window by from the path found at a lower resolution. In other words, you gain accuracy at the cost of performance by increasing it." ] }, { "cell_type": "markdown", "id": "1004b732", "metadata": {}, "source": [] }, { "cell_type": "code", "execution_count": 10, "id": "750a99ea", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "multi_grid_radius = 10\n", "\n", "multigrid_alignment = dtw.dtw(ts, ts_shape, multi_grid_radius=multi_grid_radius)\n", "multigrid_alignment.plot()" ] }, { "cell_type": "markdown", "id": "8600094b", "metadata": {}, "source": [ "## Diagonal Window (SakoeChiba)\n", "\n", "The SakoeChiba window forms a diagonal band, determined by the `window_size` parameter. The window is best applied when you know that the two time series are already mostly aligned or want to constrain the amount of warping. It will ensure that element n in one series, is only every matched with element n-window_size in the other." ] }, { "cell_type": "code", "execution_count": 11, "id": "8e6322e8", "metadata": {}, "outputs": [ { "data": { "image/png": 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HBvT2Bvq6xsbGvL6+vre3IUlSv9XY2Ig/ayVJ6hn+nJUkqWf5s1aSpJ7lz1rp4mg8ck+Xa5JgrZrAwsia6LrjzbFadYHYnNpgtE5tgZ8xojU/+/HaNbsZOKiW+QvGnvX8qMFf6vCsJgZ1oaWlpbe3IElSv+bPWkmSeo4/ZyVJ6ln+rJUkqWf5s1aSXurzn1vDfX+8MbzexCBJkiRJkiRJkiRJkqR+ZvfRrpOA+rK86yVhTa1dr2mfzNOZPBDBkxSYitTpPoLrbAySJEmSJEmSJEmSJEmS+qA8z3nu2UM89ECZB39Q5uEHG/nRt18dfr+NQZIkSZIkSZIkSZIkSVIfkOc5mzcd4MEflHnwBzt4+IFGGhuPMWJkHdffUM9P/+xi3vYOG4MkSZIkSZIkSZIkSZL6nV1Hih0RlkdmUgVHXkXGcUWnZ0X2FR7/FVkXGBFWOWnXS2qjH7IGWlpaeWLjPh56oMxDD1QSgfbuOcGYsYO4/oZ6PvbTi7jxpsksWDSW2troJs+wMUiSJEmSJEmSJEmSJEm6CJqbW1m/bg8PP1jm4QfKPPJwIwcPnGLCxCHc8LISn/yFZdzwshJz5o2hpiahJtpk1AkbgyRJkiRJkiRJkiRJkvqASBpQcoGNIu21BBJwojk1ka0FQ35CoolBoSSjNmtOnWph/drd7N55/CXrIo067dfkec6zTx/k4QfLrHpkJ0ePNDF5yjBueFmJX/nsddzwshJXzxpF0u7m5vmF328bgyRJkiRJkiRJkiRJknTZOnG8mQ2P7uKRB8s88kCZR7OdnDjeQm1tUlgj1uSpw7nhZSV+47dv4PobS0yfMYLaC40DCrAxSJIkSZIkSZIkSZIkqQdFkoAglg6TFxm5QywxqLXA/pVoqci1iOy9I0ePNPHoqp388KEdrHqokfWP7uLUqVaumjWK624o8Y73XcN1N5SYPHX4S947MBCfNKA2to/awGesjcY1dbaXC3u7JEmSJEmSJEmSJEmS1HcdOniS1Y80svqhMj98sMzGx/bQ0pIze+4YrruxxJ0fns8NN5WYOGlob2+1cDYGSZIkSZIkSZIkSZIkqd/Yt/cEqx+uNAGteqjMkxv3kiQJ8xaOY/nKen78p5ewfGU9Y8YOfvE9dcGUn0tNtxqD0jQdBbwGeCWwFLgaGAkcAV4AHgS+nGXZ6i7qDAFeBdwCLAdmA6OBE0AD8AjwtSzL/iuwp3uBT3fjY1yZZdmWbqyXJEmSJEmSJEmSJEnqUGNgTFhkZBTExmwVPEmM1kjBAk8aGREWPWdLuzX/8vdP86XfXcfTm/ZTW5uwYPEEbrx5Kp/4xeWk19czcuTATmvVBPcVWTcgOP4rUutCR8eFG4PSNP0k8BlgUAcvj65+LQJ+PE3TrwH3ZFl2rIM67wb+BHjpIDaoA+ZUv+5K0/TbwPuyLNsd3ackSZIkSZIkSZIkSZIuP9/+l+cYMnQAX/6HO1iyfBLDhtcB8cas/qg7iUGzOdMU9BzwPWAdsAcYA9wKvBWoBd4DTEzT9PYsy1rb1bmSM01BZeA/gdXALmAYcBPwTmAw8Frge2maruyoyagDvwxs7GLNrkAdSZIkSZIkSZIkSZJ0Gdt+qOskIIilw0RTXyJpOkUnBkXqhVKFgpICa7W9rsePNXPkcBOz547lxpunnvV6ErhH0cSgAYGRY9HEoLrAumNNsVqd7qUba3Pgm8BvZVn2/Q5evy9N05uAb1Fp/LkNuBP4cgdrHwQ+D/xHlmUt7V77cpqmv02l8ahEJYXo54mNC3sgy7L7A+skSZIkSZIkSZIkSZJ0iTpy+BTZD3ey6qEy2cNlNqzdTVNTK5+4eXlvb61P6U5j0CezLNt/rgVZlv0gTdNPAV+sPnUXL20M+sMsy36tizpPpGl6N/BvbepEGoMkSZIkSZIkSZIkSZLOKZIGFE35iaTpRJKAorWKTO+Jil6LUK3zfN/BAyfJHi6z+uFGVj1U5on1e8jznGvmj2P5ynre/+MLSa8vMW7CkJe8N3L5gyE/obFkkSQggLpA+lB+sRKDumoKauPvOdMYtPAC6vwHcJTKeLFpaZqOzLLsUPC9kiRJkiRJkiRJkiRJukTt23Oc1Q+XWfVQpRlo8+N7SZKEeYvGs+KGEh/9mSUsu76e0WMG9/ZW+7TuJAZFHW5z/NI2rKAsy1rSND1GpTHodC0bgyRJkiRJkiRJkiRJkvqZneWjrH64zOqHKs1Azz51gAEDEhYumcjLb72Cn/3lFSxdMYnhIwb29lYvKT3RGLSgzfHW8y2SpulEYEL14TFgd+Btn0nTdAowBTgF7AQeAb4O/HuWZb0QqCVJkiRJkiRJkiRJki6GbQe7HhEGsdFeLcEOg6TAToSaAvcVHf8VWdcTzRYN2w6z+qHyi19bnz/EwEG1LF42kde8YSYrbiyxJJ3EkKGdt7ZErld0XW1w/FdkXfR6NbUEF16AnmgMurvN8TcLqvPtLMtaA++5qc3xIGAEcDXwHuCHaZq+Pcuy825WkiRJkiRJkiRJkiRJUvfkec7W5w69mAi0+qEyO7YfYcjQASxZPok3vWM2y1eWWLR0AoMGV1pZgj0/6kKSR1vEAtI0vQH4AVADnABmZVm2/TzqzAQ2AEOpNFJdl2XZ6k7W3gv8PPD/gIeB56mkBdUDrwB+BKitLt8BrMiyrKGL899NtTHpnnvuWXbHHXd09yNIkqSgpqYm6urqensbkiT1S/6clSSpZ/mzVpKknuXPWrV3qqXrHJAim0ki6SVFn7M3tHazbeTwoSM8umYDu3fv63LtsWPHeHTNRlb9cC27du1l+IhhpOkiVqxYzIrrFrNg4Rzq6jrJtCnwwkZKRdOHImlTRX5PRNt6pl1xQ4enLawxKE3TeiCjMsYL4OeyLPvt86gzDHgIWFR96g+zLPuJc6xfAOzIsqzD77g0TecD36CSHATwvSzLXh3dT0NDQz5lypSuF0qSpPPS0NCAP2slSeoZ/pyVJKln+bNWkqSe5c9atRcZExZp2og62RxbFxktVRvcV6SDoyXasRTU1EW9/ftOsOaRxheTfp7cuJc8zxk1ZhBJFxe8rq6GhUsmsOKGEunKEnMXjmNAcGZXkQ04A2u7XjMkOHNrYGBdtMkoIjpubMyQL3V41kJGiVWbef6FM01B3wS+cB51aoG/5kxT0KPAz57rPVmWbezi9cfTNH0tsBEYDLwqTdPrsiz7YXf3J0mSJEmSJEmSJEmSivVCoOEHim22iDTqtARzVpLiBjWF0nuiCT/RnJj26/bsOkb2cCOrHtpB9kgjTz2xj9rahPnXjmflyyfzkz+/jGXX1zNy1KCX1Io080SbpIpsDIrUit7vU4GGsZpY71PI2CFfuqD3X3BjUJqmg4F/BVZUn3oQeHuWZd361k/TtAb4CvDG6lObgduzLDtxoXvMsuzZNE2/Cpz+r8nrABuDJEmSJEmSJEmSJEnSZa1xx5FKGtDDlUSg5585SF1dDYuWTuSVt03jk/dez9LlExk+YmBvb1Xn4YIag9I0HQj8E3BL9alVwB1Zlh3tZp0E+BLwnupTzwK3Zlm260L21879nGkMmlNgXUmSJEmSJEmSJEmSpD4vz3O2bT1M9nCZVQ9VvrZvPcygwbUsTifxurdcTbqyxOJlExncZrZWkWlNurjOuzEoTdM64O+B26tPrQVem2XZofMo9wfAh6rHW4FbsixrON+9dWJvm+PRBdeWJEmSJEmSJEmSJEntbD3Q9ZiwyJinokVGIEVHcV3s8V/RWpV6Oc8/e5DVD5XJqolAjTuOMnRYHUtXTOJH3z2HFTeUWLB4AgMH1XZaJ3qPIg1EtcExW5FaLa2xWtF1Ea2BfdUE79Gk4Rc2JizivBqD0jQdAPwNZ8Z+bQBenWXZ/vOo9bvAR6oPt1NpCnrhfPbVhXFtjg/0QH1JkiRJkiRJkiRJkqRe09qa8/Sm/S82AWUPl9mz+zgjRg5k2fX1vPfuBSxfWWLeovEMGBDs0NElrduNQWma1gJfA95afeoJ4FVZlu3t/F2d1vot4KeqD8tUmoKe626doFe0OX6qh84hSZIkSZIkSZIkSVK/t/1Q10lAEEu3ibanREJfoiOvIvuKBvOEanUj5afLWm2OW1pa2bRxH6sf3kH2UJnskUYO7j/JmHGDSa+v58M/tZjlN5SYPW8ste2iek7XiVyz6HWN9BoVOZYsmp7UnZSlLgU+Y2lEzycBRXWrMShN0xrgz4G3V5/aDNyaZdmu7p44TdNfA362+nAnlaagp7tbJ3iuq4A72zz1rZ44jyRJkiRJkiRJkiRJUk9pampl42O7X0wEevSHjRw53MT4iUNYfkOJn/rUctKV9Vw1eww1RXbg6JIVbgxK0zQBvgS8r/rUM1SaeRq7e9I0TX8J+MXqw91Umos2nUedNwCDgH/OsqylkzXzgW8AQ6pP3Z9l2UPdPZckSZIkSZIkSZIkSZeDaBpQRJHJPElgYWuwF6bIlpmWdlFGp062cOjgybPPd54nzHPY+txBVj9UZvXDZdat3snxY81Mnjqc5TeU+PlfXcnyG0pMnzmSpN1JouesvcgJPkWmJxWZGNQSrDV9ZN9JA4roTmLQrwMfqh43Ab8HrEjTtKv3fTfLsmOnH6Rpejfw2Tav/wEwK03TWV3UeSDLsj3tnrsK+B1gd5qm3wbWAY3V/U0CbgZ+hDOfcwdnJwdJkiRJkiRJkiRJkiSdt+PHmnlszU5WP1RmzSNlHluzi5MnOsw2OW/TrhxJurLEG982ixU3lJhyxYhC66v/6k5j0A1tjuuALwbfdyWwpZM6AL8arPNK4P5OXpsAvLf61ZkfAO/NsuyF4PkkSZIkSZIkSZIkSZLOcvTIKR794c4Xx3ltWLeb5qZWZs4eTXp9ibe9dy5Tp488K7HnfBODACaVhjGpNOxMrQvYuy4/3WkM6ov+EmgAVgIpMBkYDwwDDgHbgEeAv82y7P5e2qMkSZIkSZIkSZIkSb1u28HYiLDamq7XtB+f1ZnmwLpo00yRDTGRc7YfP3X40Cl+/F3/wfo1u2htzZk1dyzLbyhx148vZNn1JcZNGNL5+QrcV9GNQZERWpExbgCRnKQLaZJqLzpKLGLmmEtrRFhUuDEoy7KbizhhlmV3AXcVVGsv8PfVL0mSJEmSJEmSJEmSpB6xs3yUtat28pnfeTm33jGD0WMGA1BjhI/6sEs9MUiSJEmSJEmSJEmSpMvas/tiSUADa3t4Ix0IJboUmPoSTqMJnLP93vPq4/SGyYwcPfjF1yONQdHmoSJrRa/F8abYuqIUmRAVTQyaO6F/pgFFBALAJEmSJEmSJEmSJEmSJF1qTAySJEmSJEmSJEmSJKmPWr+z6zSgoXUXYSPtREN+WgpMAwq52Oej2JSfAYF4l2jiTh68FpFl0WSeiCITbOZdxklAUTYGSZIkSZIkSZIkSZIktZPnOc9u3k/2cJk1D5fJHi4DMGhwL8xkk86TjUGSJEmSJEmSJEmSJOmy19LSytNP7iN7qNIE9OgPG9m/9wSjxgxi6XX1vP+j13LdTVOYWD+st7cqhdkYJEmSJEmSJEmSJEnSRfbD7V2PCAMYFPhb/eiYp+i6JLCupTVWKyI68qpozc2tPLl+D2seqTQCrV3VyOGDpxg7fgjpyhIf+dllpCtLXD1nDDXnmAUWGRNWG5yfFakVHc9W5HUtslb0W2fBRMeEFcHGIEmSJEmSJEmSJEmS1O+dOtnC44/tfnE02LrVOzl2tIlJk4eRrizx0790HctWlphx1SiSJAk380h9mY1BkiRJkiRJkiRJkiQV6KFtsTSgiEgyTzS9pyXa6BI5Zy+k/Jw+ZZ7nNLxwmEcfaWT3zqNdvu/4sWbWrd7J+jU7OXmihanTR7Ds+hKf+vUbWLayxJRpI0iSl0b1BMJ74nsPXq+WwJrmAtOaIJ4kVRSTgC4uG4MkSZIkSZIkSZIkSVKflec5W549+OLIr0cfKdPYcJQhQwdQmjqCDnp6zlI3sIb5iyfw5nddw7LrS9RPGV5o04/Ul9kYJEmSJEmSJEmSJElSQDQJKNJ00hRMfakNFIsmyNQG17UGztkUibbh/NJoWltznt28nzUPl1nzSKURaM+u44wYOZAl19Xzzg8sIF1ZYs7C8dTVnd+8r66aiSCeilQTuK55gZ1I0X1FU4oi66K3cdEk04D6GhuDJEmSJEmSJEmSJElSr2lpaeWpx/e9mAi09odlDuw7yeixg1h6fYkPfGwxy1aWmD13LLW159cIJF2ubAySJEmSJEmSJEmSJEkXTVNTK09u2MOah3aw5uEya1c1cuRwE+MnDmHZyhIf/eRyll5fz8zZY6ipORO14/gvqftsDJIkSZIkSZIkSZIkXfYeeKHrMWGRsV4ANZExVcGxXi2BgJzoaKnoyLGI7owIO3WyhY1rd5FVR4M9tnonx481U5oynGUrS/zMvStJV5aYduVIknPM+IqM/4reo0it6Li0yPWPXq7IWK/o/Y6KlHNE2KXLxiBJkiRJkiRJkiRJklSY48eaeSzbWRkN9lCZ9Y/u4tTJFqZdOZKl15d4/ednsfT6ElOmjQBMApJ6ko1BkiRJkiRJkiRJkqR+K5IEVLRIo0s0cSeyLlormoATSTxqf87m5lb+9Hcf5ZH/aeDxdbtpbmpl5qzRLFtZ4q3vncvS60tMKg076z2n03FqAqlIEEsDqi2w1snmWK2kwHsUUWQtMA2ov7MxSJIkSZIkSZIkSZIkXZCGrYf40hce5Y1vn817717I0utLjB0/pLe3JV32bAySJEmSJEmSJEmSJF2SfrC1uDSgJJAgEw1qaQ2sidbKAwubg0lASW3wpAHtt3U6xeYDH1vM9KtGv7gmkj4UWQOxNKBorSJF7lGRIT+R8wFcW28SkGwMkiRJkiRJkiRJkiRJ3dR0qoUn1u9hzcNlHn2kzLpVjdTUJAwZWtfbW5PUho1BkiRJkiRJkiRJkiTpnE4cb2bj2l2seaTMo4808tjqRk6caGHyFSNYen09P/uZlSy/cTITS8N6e6uS2rAxSJIkSZIkSZIkSZLUp3x/yz1Myu/k+1s+c851ofFf4ZldgSXBMVWtBY6zaskhz3MathzisR+WeWxVmac27Kap6czAssCErYrgvtovy/OcneWjNJ1qZfpVo1h6XYk3/thsll5fojR1+DlrRUZ7RS9Xa+QeFTizK1qqJbCwyAlnjghTd9gYJEmSJEmSJEmSJElSH5LnOVuf3s+G1Y1sWLWD9asa2bvrGMNG1LEgrefWN17N4KFn/rq/LtgZVBtc11ETy4T6YSy9vsSESUM7XSOp77ExSJIkSZIkSZIkSZJ00dy/5Z4u19QkkORdJwK1tJ77dYilzERF0m+i6zpKttmYNfJPX17PhlWNHNx/ghGjB3HtihLvuHsR1143mavmjqW2g+6eoXWxfQ2sja2LNhBFFJnyE0mIKlL0eyeUihTc+6JJpgGpWDYGSZIkSZIkSZIkSZLUB/z7Xz/Bc0/u470/uYyFK0pMnzWGwXVm80g6fzYGSZIkSZIkSZIkSZIu2Pee6zoJCGJjr04nsHSVxNIUSHSJpr5ElkXDhy6k1tULxvOG984Pnqki2joUTQKqDRSMpicda4qti7jYiUFRkW2ZBKTeUmAAmCRJkiRJkiRJkiRJkqS+wsYgSZIkSZIkSZIkSZIkqR9ylJgkSZIkSZIkSZIk6Zy+80zXY8LqamO1IiOoBtRA0lr59VxOBM4XHv8VWBit1RxdCBw5dJKNWSMbVpVZ98gOFq0onfV65HrVFDgiDGL3stARbUXOaOsF15YcE6a+y8YgSZIkSZIkSZIkSZIukoP7TrBhdZkNqypfz23aS5IkzJw7jptfdxW3/eg1vb1FSf2IjUGSJEmSJEmSJEmSdJn696e6TgICGBhIkIkk2wDUBtJtBiSQVH+9WCJhNC3nkVizb9exsxqBXnhmP7UDEmYvmMDSm6Zy188sZ/6yeoaNGNjh+5PANYgmAUXvUUQ4MSiSxNRHk4DSKSYB6dJnY5AkSZIkSZIkSZIkSQXZteMIG1btYMOqMhtXN9Kw5SAD6mqYc+1EbrxtBvf84krmLpnEsOF1vb1VSZcBG4MkSZIkSZIkSZIkqZ+JJgH1VU2tlRSZptZzr4uk1hSZRtP+fHmeU37hEBtXl9m4qsyG1WV2NRxh0OBa5i6p55VvvJqFK0rMXjSRQYPP/uv5aHhPJOUn+hHDiUddXHeA5sCaqN4IDFpuGpAuEzYGSZIkSZIkSZIkSZIUkOc52549wMbqaLDHV5fZu+sYQ4bVMW9pPbe/Yx4Lltcze8EE6iLz1ySph9kYJEmSJEmSJEmSJElSB1pbc7Zs3seGaiPQxtVlDu47wfBRg5if1vOm9y9i4YoSM+eOo3ZAzYvvi6YBSVJPszFIkiRJkiRJkiRJki4hvTEmLDKOKzqyq6kltq4VONXF2iJHieVAS3Mrzz25lw2rymxYvYPHs0aOHjrFqLGDWbC8xDs/upRFK0pMnz2WmnPM+CqyMSgysqs5eE0jY8kAWgProqPEirxHSWBfjgiTzmZjkCRJkiRJkiRJkiTpstR0qoWnN+5m4+pGNqwq88SjjRw/2sS4iUNZsKLE+392BfPTEldcNZokScKNNZLUV3SrMShN01HAa4BXAkuBq4GRwBHgBeBB4MtZlq3uRs3XAu8HrgcmAYeAp4F/AO7LsuxoN2qtBD4MvAIoASeA54F/Bv4ky7I90VqSJEmSJEmSJEmSdDH92+ZYElAkNSXawBLtc4nUawomyETOmSSVBJ+mLpJkImk0bZ062czmx3ZVxoKtKrNp3U5Onmhh0tQRLEjrufsXV7JwxWTqrxhB0sGFLvJ6tQT33hK4rkXWAogEEEVrRdKAIt/TYBqQdD7CjUFpmn4S+AwwqIOXR1e/FgE/nqbp14B7siw7do56g4CvAO9o99KE6tcNwEfTNH1LlmXru9hbAnwB+Dhn/7d4CDCGShPTT6Rp+q4sy/77XLUkSZIkSZIkSZIkSf3DiWNNPLl2JxtXl9mwqszmx3bR3NTK5BmjWLi8xKveeg0LlpeYOHl4b29VknpEdxKDZnOmKeg54HvAOmAPleabW4G3ArXAe4CJaZrenmVZZ32CXwXeXj3eC9wHbADGV9+/ArgK+HaaptdlWbbtHHv7DeCnq8dHgT8DVgHDq3t6NZU0on9J0/SmLMvWhT+1JEmSJEmSJEmSJF2gfw2kAUVTfmqLTAwKrmsOpMNEw3uiqTt5LTRFomvaOHr4FE+saWTD6koi0DOP76alOWf6rDEsWF7i9e+ez8LlJcZOHPqS90auWW1NbB8DAuuammK1IqlI0cSg6PWMXIvupjWdi0lAUs/pTmNQDnwT+K0sy77fwev3pWl6E/AtKg05twF3Al9uvzBN0x/hTFPQC8BNWZa90Ob1PwT+L5URYyXg/wBv62hTaZouAT5ZfXgQeHm7hKEvpWl6L/Dp6r7uqzYaFfifKUmSJEmSJEmSJEnSxXZo/wkezxoriUCryzz/5F7yPOfKOeNYuKLEj374Whak9YwaO6S3typJvaI7jUGfzLJs/7kWZFn2gzRNPwV8sfrUXXTQGATc2+b4x9s2BVXrtKZp+lEqKUTTgB9N03RBlmUbO6j1K5xpKv2FTsaO/SpwO5UUouXAHVSanCRJkiRJkiRJkiRJl4j9e46xcXUjG1btYMPqMluf2k9NbcLV88ezeOVk3vOTy5i3rJ7hIwe9+J5oQpEk9UfhxqCumoLa+HvONAYtbP9imqazgMXVh09nWfatTs53PE3TPwU+W33qx4CzGoPSNB1BpeEH4BDwlU5q5WmafhH4y+pTb8fGIEmSJEmSJEmSJEkX6Bubuh4RBvHRXhGR8V/R8Sl5cGFklFhUdHwZOewsH2HjqjIbs8posIbnDzKgroZZCyew4pbpfOj/W8mcxRMZOnzgBZ8vNEqswPsYHcUVGiUWvD81tbF10e+LiOumOiZM6k3dSQyKOtzmuKM8tte0Of5OF7W+zZnGoNdSSQdq6xXA6VbP/8my7Ng5arU912u7OK8kSZIkSZIkSZIk6SLK85yd2w+zcXWZjavLbF7972zftoOBg2qZs3gSr3j91cxPS1yzeCKDBlf+qrvIhitJ6o96ojFoQZvjrV28vqaLWuuAFqAWmJemaZJlWdvexHCtLMt2p2m6FZgOTEjTdGKWZbu6OL8kSZIkSZIkSZKky9S/be46DSiarBJaFmxyiSTIRNNoorpb7/jRU2xau5PHszJ7d56d79DRxzx5opnN63ayp/EoQ4bWMXfpJN76ttczOW1k1sIJ1A3sOOomcsm6EVDUpZbgdagJnjOiyPsdTgIKXLTrTQKSLgk90Rh0d5vjjsZ1zW5zvOVchbIsa07TtAGYBgwDpgDbz6dW1enGoNPvtTFIkiRJkiRJkiRJki7QkUMneXJNI49nZR5fXebZJ/bQ2pIzffZYStNHkrSZ59VRz0ntgIQ3vHcB85eXuGreeAbU1TCz9k6ea/nqxfsQktQPFdoYlKbpDcD7qw9PAL/TwbLRbY73BMrupdIYdPq9bRuDzqdWR+89S5qmd1NtcLrnnnu44447AqUlSdL5aGpqoqGhobe3IUlSv+TPWUmSepY/ayXp0nXwZEeDT15q5oA7u1xTYABL39YusGf/vgNkq9eRrVrHmlXr2LzpGZIkYc68Waxcfgsf+8gSli2/llGjR76kVOhaJDCIcaF7cDGF72PgGyPvOATppecMnLQm+I2YtMTWDaub3uUa/z9I6lumTJnS4fOFNQalaVoPfJ0zqWi/nGXZ9g6WDm9zfCJQ+nib4xE9WOtFWZbdB9wH0NDQkHd28SRJ0oVraGjo9H9UJEnShfHnrCRJPcuftZJ06Vr/9GdC604GmihaWmPnrIk0dwS7TiKNIkWPEtu36xiPr97BE1kjj68us+3Z/dQOSLhq/gTm31jiRz/+GuYuqWfYiIHVdzzHbp5jd9NLa9UG5mzVJDCj9k62dJEYFLlkRV6K8D0KrDkVbNIZFPhb/SHBJqNBwXWzpzgmTOovCmkMStN0GPAvVEZ9QWWE2BeKqC1JkiRJkiRJkiRJurh2NRzmiepYsMezRspbD1I3sJZZiyZy/atn8MFfWMk1iycxeGjdi++55FORJKkfuuDGoDRNBwP/CqyoPvUg8PYsyzprvDzS5nhw4BRD2hwf7sFakiRJkiRJkiRJki5x33r6ni7XRFNfImlAeTCOJg+csyU6DiqwrjuJQXme0/jCIZ7Iyi9+7d5xhIGDa7lmcT0vf8Ms5q8oMWvhBAa2i69pe54BgSQgiF3/2qTSaFTbxdrINYtei8i9bA1+70S/x4oSSZECWDHVJCDpcnNBjUFpmg4E/gm4pfrUKuCOLMuOnuNtB9ocjw+cZlwn7y26liRJkiRJkiRJkiT1e3mes/3ZAzyxpswTq8s8uabMvl3HGDKsjjlL67ntx+Yxb3mJmfPGUzewMnsq2ngiSepbzrsxKE3TOuDvgdurT60FXptl2aEu3voU8Mrq8YwuzjGAM+PJjgINHdQ67Zy1qqZ38l5JkiRJkiRJkiRJfdi/P9V1EhAUm9QSSZCJNsy0BtKHitTR1pubWvijX/o+6x/ezqF9Jxg2chBzl9Xz+jsXMXdZiRlzxlHbLvbndNpOV8k9EB8lFrlHA2oq9bpKIWpq7rpWNNUpkiwUDEUKJRlFQ50i1/Vl00wCktSx82oMqjbs/A3wxupTG4BXZ1m2P/D2jW2OlwFfOcfaxUBt9fiJDsaTta/VqTRNJ3CmMWh3lmW7utypJEmSJEmSJEmSJPUTB/Yc54FvPsNb7l7CytfM5IpZY6m52DOvJEkXVbcbg9I0rQW+Bry1+tQTwKuyLNsbLPGdNsev6WLta9scf7uD1+8HTgKDgJenaToky7LjndRqe66OakmSJEmSJEmSJEnqBd/Y1HUaUFfJMadFUl96Q2Rb0WSb83Vwb+WvUq+7bSbTZo/r1jkj/UPR9KTIvRxQA+Qw4CL2LUUuRfT7K7Is2pP16qtMA5J0/qJJZwCkaVoD/Dnw9upTm4Fbu5O+k2XZ01TGjgHMStP09o7WpWk6GPhwm6e+3kGtI8C3qg9HAnd1UisBfqLNU38X3a8kSZIkSZIkSZIkXWryPGfX9kN8/1+e4o9/+X5+8o6/5VPv+GeGDKtj5OjBvb09SdJFEk4MqjbXfAl4X/WpZ4BbsixrPI/z/irwjerxH6dp+vIsy15oc64a4A+BadWn/iHLso107LPAm6iMVvyNNE0fzLJsfbs1vwJcVz1enWXZN89jz5IkSZIkSZIkSZLUJ+V5TnnrQZ7Myjy5pswTWZm9jUcZNGQA1yyp5+Y3zWZeOpmrFkygbmBtb29XknSRdGeU2K8DH6oeNwG/B6xI07Sr9303y7JjbZ/Isuxf0jT9OyrJQ9OBR9M0/RKwARhHpfloRXV5GfhEZ8WzLFubpulvAj8PjAIeStP0/wKrgOFURp7dVl1+BLi7648qSZIkSZIkSZIk6UJFRoRBbDxTdIRTZDpTS4HjoGKLitfamrP92f08uab8YjPQgT3HGTpiIHOW1HP7uxYwNy1x5dzxDKjr1iCZDkWua3Q0VmRZ3u7XTtcFrn+Rt6jIUXVvnOOIMEk9rzuNQTe0Oa4Dvhh835XAlg6ev5PKf4PfQaUZ6Bc6WPMs8JYsy7Z1cY5PAYOAnwKGVX9tbxfwzizL1oV2LUmSJEmSJEmSJEl9RGtLK1uf2scT1SagTWvKHD5wkhGjBzFnWYk3fmAx89IS02ePpaa2hiTYpCNJ6t+60xhUqCzLTgLvTNP0q8AHgOuBicBh4Gng74H7siw7GqiVAz+dpunXqSQCvRyYDJwAnqMytuyPsyzb0wMfRZIkSZIkSZIkSbrs/POTXacBRZtTWlq7XhPtc7nY6TA9ta/mplaef3IPm6pjwTavbeTY4VOMGjeEeWmJt300ZV5aYsrMMdR0ENUTSdLpjki5aJpOc+B+t+SQJ3Cqi7WR9Kcir0X0e/pNpgFJ6iPCjUFZlt3cExvIsuzbwLcLqvUw8HARtSRJkiRJkiRJkiTpYmk61cKzG3fzZLaDJ9c0snltIyePNzOufhhz0xLv/sR1zE1LlKaPosY4IElSUK8lBkmSJEmSJEmSJEnqe/7xia6TgABqa7pe00GQTYciSTPRNJpI+lBUwaE7Zzl5vJmn1+/kyTVlnszKPL1+F00nW5h0xUjmLqvng7/4MuamJSZMHk7SrhEocl2jvUPRdbWBddFknqbgPcpr4VTLhZ8zeh8jl8IkIEmXGhuDJEmSJEmSJEmSJKmHHT96iqfW7eSJrMymNWWe2bCbluZWJl85mnlpiVveOpd5y+oZVz+8t7cqSepHbAySJEmSJEmSJEmSpKDW1pxTJ5pffNxZysypE808vX7Xi4lAzz+5h9aWnGmzxzJ3WYnb37OQuctKjBo3pMtakiSdLxuDJEmSJEmSJEmSpMvA3z8eGxE2IDAiDGLjrKKjxCKjnsKjxALrouOzAFpbWtmyaS+bqg0+mx5t5MjBk6H3JjUJM+aMY25a4i13L2HO0nqGjxrc6frIeDYo9tpH1zUHxn9FR3aFvy9quz5v5JzR2/3muY4Jk9T/2BgkSZIkSZIkSZIkSVXNTa08/8RunszKPLmmzOa1jRw/0sToCUOZm5b4sY8tpzR9VJfdJrW1NUyfM46hwwcCEOz5kSSpUDYGSZIkSZIkSZIkSZe4v9vYdRpQbcEJMpFleTRCJiCSBARnJ8jsKR/hyWwHm9Y0sq/xSJfvPXWimeef2MPJE82MLw1nblrivT+3krnLStRPG0nSQdRQgR8xrDuJR10JJzEVmBiUB/Z/+jNG93cuJgFJupzZGCRJkiRJkiRJkiTpkpfnOTu3HeKJrMymatrPnh1HGDi4llnX1p+V8tNZX0pNbQ03v2UOc9MSEyaPCDdJSZLUV9kYJEmSJEmSJEmSJPVRX1vfdRIQQF1gTlU0ZSaazBNJcomeM1Kr/Zo8z9nx/AE2ZWU2rSmzeU2Z/buPMXhYHdcsqefWt81jblriynnjGVBXG9tI2/rEUpHCiTaBYtGEpci66H2MKrpeV2qo3IOuPutb55kGJEnnYmOQJEmSJEmSJEmSpD6vtTVn29P72JSV2fxopRno8P4TDBs5iGuW1nP7+xYxJy0x45px1A4IdEpJknQZsDFIkiRJkiRJkiRJUp/T2tLK80/uYdOaRjZlO9j0aCPHDp9i5NghXLOsnjffs5RrlpWYevVYatrM/HL8lyRJZ9gYJEmSJEmSJEmSJPWC6JiwiMiUp6bWWK1oX02RDTgdjeP6+h9k/NufrWPMxGHMSUu8/adWMCedTGnGKJLojLIL3VdgTXTCVujyR0eJBYqFR5wFRcoV+b3z1nlfoqGhgbde5agwSboQNgZJkiRJkiRJkiRJ6nOOHDjBwhum8nN/dPtFawSSJKm/sTFIkiRJkiRJkiRJKlA0CSgPRLDU1sTO2RxMA4qIJgEVmUjT2bWoqa0BEvI8fi0i+w+WojnwGQu9DgUuLDgwKJQGFP3eees8U4Ak6WKJ/syTJEmSJEmSJEmSJEmSdAkxMUiSJEmSJEmSJEkK+scnuk4DiiQBAUSmY0UHaEVSa6K1Wgrc//k6fOAEB/YcO/t8wfdGkhGi6UOnmgPn64WEpYgivw8BagPrfmyBSUCS1NfYGCRJkiRJkiRJkiSpVx3Yc4zNa8psfrTMpjVltj+zn5rahDd8cElvb02SpEuajUGSJEmSJEmSJEmSLqq9jUfYtKbSBLR5TZnyloMMqKth5oKJLL15Bu/6mZVcfe0kBg+t6+2tSpJ0SbMxSJIkSZIkSZIkSZe9b2zqekQYXPxxUNExT5GxUUVvPTraK89zdjccZlNWSQTavKbM7obDDBxcy9WLJnH97VczZ2mJqxZOZODgzv/6MjqyKzImLFrrYouO/wrVKvic71nkmDBJuhTZGCRJkiRJkiRJkiSpMHmeU95ykM1rdrB5TSOb1pTZv+sog4fWMWtJPa94yxzmLCtx5fwJDKirBeJNRpIkqXtsDJIkSZIkSZIkSVK/9vePd50GFEmZAWgpMpknsLDIhKK2pVpbcxqe3c/mNTt46tFG9jYeKegkOXt2HOHQvuMMHTGQ2Uvque3dC7lmWT3TrxlP7YCa9ssBqAlc/2jzUOSaRa9rJE2nNVbqoqcBRVORTAKSpP7NxiBJkiRJkiRJkiSpn2ttaWXr5r0vjvJ6am0jRw+eZPjowVyztJ65yyeHx5Z1ZdS4oVyztMTUWWOp6aszuyRJukzYGCRJkiRJkiRJkqRLUiQJCGJJM6daYudsDsTDRNNoIvtKosk2HT2X5/zX3z7Ohoe28fS6Ro4faWL0+KFcs6zEWz6ynGuWlZg8czRJu46gaCtPpOcn2mwUSdOJpDVFaxWZPhQMm4onSRXEJCBJEtgYJEmSJEmSJEmSJPVLh/ef4K9+8yEWv2I67/jESmYvLTFp2siXNAJJkqT+y8YgSZIkSZIkSZIkqR97/QeXcNXCib29DUmS1AtsDJIkSZIkSZIkSVKf8/WNXY8JKzL4JjIiDKAlsC4yygpio6Wio8SKFL2ukXW1wVqnAte1yFFiUZFSRd6i6Lf0e691TJgkKSY68lKSJEmSJEmSJEmSJEnSJcTEIEmSJEmSJEmSJF00fxtIAoJgcko0qiVQLJIEBNB6kdNoovtqW+vg3mM8vbaRxx/e/uJrrXk8vacmuG5AIIIges6TLbF1EdFkoaJEE4oi19UkIElS0WwMkiRJkiRJkiRJki5h+3cdZdOaMk89WuapNWXKWw5QO6CGKxdM4A0fXsoVs8b29hYlSVIvsTFIkiRJkiRJkiRJhfja+q7TgKJpNJFlSbRWINGlyJSZ6GeMJM10tq/tT+/le3+9gafWlNndcJi6QbXMXDiR5bfN5Jplk7lywUQGDTn7rwKj1yu6/0gaULBUSDg96SLfy+h1NQ1IktQbbAySJEmSJEmSJEmSLjHf/8cn2fjQdl75Y/OYvXQyMxdMoG5gbW9vS5Ik9TE2BkmSJEmSJEmSJEmXmLw154rZ43jdB5cC8ZQfSZJ0ebExSJIkSZIkSZIkSef0F491PSIsKjrmKTSeKVgr0jRT5L6itSLrTq85fOAEz6wt89SjZZ5aU2b703tZeuvMF1+P7Kvo3qEix69FrkVwklihnzNyXd/niDBJUh9mY5AkSZIkSZIkSZLUxxzcc4zNj55pBNrx3H5qahOmz53AvOun8iMfWc41y0q9vU1JktTH2RgkSZIkSZIkSZJ0mfrKulgSUGuByTBFprlEx2e1FHjOIpNtOrquTada+N93fYNtT+1lQF0NMxZMZPErZ/C2T6xk5qJJDB5ad/Z+2v3a3fN1JA9+gCLvZWRvoRQpYtciunfTgCRJlzobgyRJkiRJkiRJkqQ+4sTRU2x7ai/v+cWbuO72WQwc7F/nSZKk89et/5NI07QWmAukwLLqr9cCQ6pLfjXLsnu7qHEX8OXubhT4fpZlNxdQ75VZlt1/HueXJEmSJEmSJEm6ZPzFY12nAUUTZFqiETgFiqTDFJlkFC0VSZo53+t14ugpNq8pAzD5qrHUDRoQTraJJBmFk5OCFyOS2BTZF8Tu5YDgxYh879y12CQgSdLlobstxl8H3tITGwl4rpfOK0mSJEmSJEmSJBXu6KGTPLuukaceLfP02jLbNu8hb82ZNmc84yeP6O3tSZKkfqC7jUG17R7vA/YCs7pR47+BNwfW1QBf40waUSQV6IvV+ueyMVBHkiRJkiRJkiRJKtTJ4008/vA2nn60kacfLdPwzF5IEqZdM55ZS+q54wNLuHpxPcNGDe7trUqSpH6iu41Bq4AngTXAmizLnu/uKK8sy14AXuhqXZqmr+VMU9DTWZb9IFD+0SzLvhHdiyRJkiRJkiRJ0qXmz9d2PSIMoK6muHMWObIrLHDOyMioqMhYrOg5O9v6v923hv/+mw3MmDeR+TdcwZs+upyrrq1nyPCBF7yv0D0K3sfodY2MCSvyWye6L8eESZJ0Rrcag7Is+1xPbaQDH2hz/JWLeF5JkiRJkiRJkiSpcE0nm5mzfAof++IdABTY1yRJktSh7iYGXRRpmo4F3lh92AJ8tRe3I0mSJEmSJEmSdFF8ZV0sDSgiFCBTcBLQRQ8WCp4wsiyazBNdd7EVee2j3xeRSxHdV+S6mgQkSVL3FRgiWah3A4Oqx9/NsqyhNzcjSZIkSZIkSZIkSZIkXWr6ZGIQ8P42x3/ejfd9JE3T/w+4ovp4N7Aa+Abwd1mWNRezPUmSJEmSJEmSpLi/eKy4JKDWaEpOYF24VmxZrFaRxQpM74kmAbW0dr2mq8/44uuBc0YvV9HpTyEFXv8PLTUNSJKkntDnEoPSNL0WWFJ9uAf41268fTlwDTC0+jUd+FHga8DGNE0XFbhVSZIkSZIkSZIkSZIkqc/qi4lBH2hz/FdZlp0KvKcZeBD4H+AZ4BgwAbiBSmPQYCoNQw+kafqyLMvWn6tYmqZ3A3cD3HPPPdxxxx3d/hCSJCmmqamJhganhkqS1BP8OStJUs/yZ626Y/GwO2MLA6kv0WCYSJhLOI0muO6iFyswsabAUp2m93x/4B6aBjSwctSd4ZNG93WJBwb531N1yJ+1khQ3ZcqUDp/vU41BaZoOBN7d5qnIGLEHgOlZlu3o4LU/TtP0F4B/pJImNAL4uzRNF2RZ1tJZwSzL7gPuA2hoaMg7u3iSJOnCNTQ0dPo/KpIk6cL4c1aSpJ7lz1qdVuSYsObAmKqmTv+G42x1tV2vORWsFR1TFVkWbSZJCmyaidQaEJyzEbn+TZ3cxx0nN7G/+RAPHPgqEBtfFt1XZCxckdcLYvt3RJguhD9rJenC9bVRYm8ExlWP13SV7AOQZdkznTQFnX59G3A70Fh9ag6VFCFJkiRJkiRJkiRJkiSp3+pTiUGcPUYskhYUkmXZ3jRNfw/4jepTrwP+rqj6kiRJkiRJkiSp//nKulgSUG2R85QCwuO/AgsjKTPdEbkUkZSZ6Loia0XTk1q6ec2OHT7Js+saeXZtmY0/2Epp5tgXX4tc/yLvUZFJQGAakCRJl4I+0xiUpulk4LbqwxPAXxd8ivvbHM8puLYkSZIkSZIkSZLEkQMneOrRMs88WubZdWUant4LScLUWeNYfMtMlt8+q7e3KEmSLiN9pjEIuBM4Pe32n7MsO1Bw/b1tjkcXXFuSJEmSJEmSJF1C/nxt12lA0SSgSApLNPUlkvITWdOdc0ZEQ5EiSTO1NcXViibbRJZFk4A6uq6trTn/8sUf8sTD22h8fj81tQnT5k5gzvVTef3/Ws7Ma+sZMnxg7ATtRO935FpE76NJQJIk9R99qTHorjbHhY0Ra2Ncm+MDPVBfkiRJkiRJkiRJl6Fjh07y33+9nht+ZA5v/cRKrlw4iUFD6np7W5IkSX2jMShN05cBs6sPtwL/1QOneUWb46d6oL4kSZIkSZIkSZIuQ00nmwG4/g3XcOXCSb28G0mSpDP6RGMQ8P42x1/JsqzAcEtI03Qs8FNtnvpWkfUlSZIkSZIkSVLfcN+arkeEQWxMWB6cuxQZ9dTSGqtV5Piv5sA5o+cbUOD4r/AotNiykMit7M64t+NHT/H8Y408s66RZ9aWeeGJXdTUJgwZMYg8j42Xg/i4uqJ8eJkjwiRJutz0emNQmqbDgB+rPsyBL3fjvSuB+cBfZll2spM1U4F/BErVp54Gvn7eG5YkSZIkSZIkSdJl5dihkzy7rszTa8s8u7aRbZv3QJ4z+epxXL2kxC3vXMhVS0qMGDOkt7cqSZJ0lm41BqVpeiXwwXZPL2pzfEuapu1r/mOWZWvPUfZtwPDq8X9nWba1G1uaBPwp8IU0Tb8DrAEagBPAOOBG4EeB0/8Xdhh4e5Zlzd04hyRJkiRJkiRJ6gP+YFXXaUDRZJtIUEtNMEGmJbAmkt4D0BJJHyowVSiS8APxlJ/ItYhKAueMpjpFdPYZv/93G/mn332IpCZh6jXjuXpJidd8YClXXVvP0JGDittAJ6L3+8eXmwYkSZJeqruJQdOBXzzH6zdVv9p6BjhXY9AH2hz/eTf3c9pIKg1GbzvHmo3Au7MsW3+e55AkSZIkSZIkSdJlZve2g0yfP5GP/N4dDB42sLe3I0mS1C29OkosTdOrOdNIdAD4p26W+B7wI8BKYAUwFRhPpVHoCFAGVlEZJfbNLMuKHEcrSZIkSZIkSZIKEEkCglhqTWswXSUSNNNU4N8qtBSYGFTkZ4x+xGhiUERSYMpPNPHoQg0eNvDFpqDIpYhuK3K/f2KFSUCSJOn8dasxKMuy+4n/v0yk3jMXUi/LsiPAv1a/JEmSJEmSJEmSJEmSJFUFJ+1KkiRJkiRJkiRJl5fW1pyTJ5p6exuSJEnnrVdHiUmSJEmSJEmSpP7t938YGxMWERlnlQRHXkXHcRUlOoorsiy69wEF/vPw6DlDY7YKvPatwbkUkWU50NrSyo5n9vHM2jLPri3z7LoyRw+eZMXrZoc+24u1gos/dp1jwiRJUs+yMUiSJEmSJEmSJEmXpZbmVrZv3sMza8s8vbbM8481cvzIKUaMHcLVS0rc/uGUq5eWmDRjTG9vVZIk6bzYGCRJkiRJkiRJkrrtj1bHkoAiySlFhvdc7CSgqL66r2iyTZGJQVGRlJ9gYFCHTp1o5rNv+RuO7D/O6EnDuHpJiTf+xHVctaTEhCtGkSRnVz99rWoCJzUJSJIk9RU2BkmSJEmSJEmSJOmy03SymSP7j/PB37yN+S+bTk1yIW1GkiRJfZONQZIkSZIkSZIk6UV/sCqWBBRJTSla5JQtrT2+jZeI9JNEk3kiote+NrCuueAkoCI/Z6TU+Xwb5nnOrq0H2PTINgCGjBpMThK6j2AakCRJurTYGCRJkiRJkiRJkqR+q7U1p/G5fTy7tsxz68o8t66RI/uPM2TEQBa8fAaTpo/u7S1KkiT1GBuDJEmSJEmSJEmSdEk4sv84257cTfOplsoT50j52V8+XGkGeqyR44dPMnz0YGYuLvGqO5dw1ZIS9TPHUFNbc3E2LkmS1EtsDJIkSZIkSZIk6TLxxR/GxoRFtBQ4gio8fioysitYqlC9MCYsIrKt1l64YNH7nSRwcPdRnnuszHNrK0k/O7fsB6AmMCdt+JghzFxc4vZ7lnP10hITp48mOce8sJ90RJgkSeqHbAySJEmSJEmSJElSn7C/sZLy8/xjlbFfe7YfYsDAWqbNn8jCm6/kTUtuYNr8iQwaUtetuufoB5IkSerXbAySJEmSJEmSJOkS9/vBJKBwMk+kVnBdJJEmnCATPGdRtaLNJEWm/ERKNbfGarUE1kWTn1qD5zzt1PEmtj6+i+fWVRp8Xnhi15nxX12oGzyAGQsmkd4+mysXl5g2dwJ1gzr+K63oPfrEStOAJEnS5cnGIEmSJEmSJEmSJF2QE0dPsWV9Y6UR6LFGtj25i9aWnEkzxnDl4npWvGEOg4d1nfIzfPQQplwzngF1tab8SJIkFcDGIEmSJEmSJEmS+rA/X9t1GlA0cSeS3hMVLVVkSlEktaamJlYrkvITTQKqDZwz2uMSSQOK3sfIsu4mAZ127NAJnnuskeeriUANT++FPKd09ThmLi5x8zsXceW19QwfM+Ql7y0yienj15sEJEmSdC42BkmSJEmSJEmSJOmcDu87xvOPVRKBnl1XpvHZfdTUJkyZPZ6rlk7m1e9fxoxF9QwbNai3typJkqQ2bAySJEmSJEmSJEnSS2z8wRY2PfwCzz/WyK6tB6gdUMMVcycw74ZpvP4j1zF94SQGDx3Y29uUJEnSOdgYJEmSJEmSJElSL/jTNV2PCIP4OKuiFD0iLDI2KvoRWwLnjNYK7avAkVdFjlSLiowc62zJiWOn+OqnvssVcyew6JaZXL1kMtPmT2Tg4HP/1VKRI9p+yjFhkiRJF8zGIEmSJEmSJEmSJJ0lr3Zhvf4nrufKa0sXvUFNkiRJxbAxSJIkSZIkSZKkgv3x6q7TgIpstAin/BR3ykIVuf9CE4+C9yhSK5J2BMGUn2Ct5pbYutOOHz7Jlg07eW7dDp5bWwagdkAtUGx6kklAkiRJF4+NQZIkSZIkSZIkSZehowdO8NxjZZ5bV+a5x8qUn94LScLkq8dx5eJ6br1zKVPnTujtbUqSJOkC2BgkSZIkSZIkSVLQ7//wTBLQTWPu5B9/+JkO10VSU6LJNpGkmUjKDEBra/CkBYqm20REPmcS/Iw1tV2vie49EszTEtxXkfe7/bLDe4/x3Loyzz9W5vl1ZXY+v5+a2oSp10xgdjqV13x4OTMW1jNk+MDYCTpgGpAkSVLfYmOQJEmSJEmSJElSP3Rg5xGeX1d+sRloz7aD1NbVcMW8icy7aQav/9hKZiyYxKChdb29VUmSJPUQG4MkSZIkSZIkSZL6icf++1k2P7yN5x4rs798mLpBtUybP4nFr76aKxeXmDZvInWDzvz1UCTdSpIkSZcuG4MkSZIkSZIkSQK+8NA9Xa5J2jRR5EBzJ+Ohimy2iJSKjqmKjMYqcPJXWPSckf1HL33kmuUF3sfoPYqMCeus1MljTfz1p/+L6QsnseINc5i5uMSUORMYUNf53LTouLRPrHREmCRJ0qXIxiBJkiRJkiRJkqR+IK92+bzm7hVcubgUbpKSJElS/2VjkCRJkiRJkiSpX/vfD3SdBASxpJmzEoPyzlNgWgo6X/tzdqalN2J+giIJOEXWilwvgCSSzFPg3qP3qLupTkcPHOf5dWW2PNbI8+t2AFBTV0trDrWBa/HJl5kEJEmS1J/ZGCRJkiRJkiRJknSJOLTnKM8/Vub5dZWv3VsPUFObMHXORGZfP43bP3I9U+dO6O1tSpIkqY+wMUiSJEmSJEmSdMn6fCANKJLAEtU+gOVCknrCY54iCTLBfUTTdCJqguuaL3KaUfRaXPR9Bde1Tyk60Hi4mghU+drXcIgBA2uZOm8i82+eyYxrS1wxfxIDB5/5K5+cynX4hZtMA5IkSbrc2RgkSZIkSZIkSZLUB+R5zt7th85qBDq48wh1gwcwbcEklrx2NjOuLTFlzgTqBvlXPJIkSeqa/9coSZIkSZIkSZLUC/I8Z9eW/Wx5rJHn1+1gy2ONHN57jEHD6pi+sJ7r3jSPGdeWmHzNBGoHRDOaJEmSpDNsDJIkSZIkSZIk9Tm//WDXI8KizneEU1fFcqC5teNlNYGRXQVO9QrrjXNebBcy3q2ntba0svO5fS+mAW15rJFjB08wZOQgZiwq8bJ3LGLG4snUXzWWmtrOG4F+6eWOCJMkSVKMjUGSJEmSJEmSJElVLc2tHD90orB6B3YeqTQBrSuzdUMjJ46cYvjYIUxfVOKW9y9jxrUlJswYQ02km0ySJEnqJhuDJEmSJEmSJEkX1f9+oOs0oGiLRN5H02Ei6UNF9oFEa4VSkXpB9D4mgc/Z3e+J5qYWGjbtZuv6SvPOCxt3cup4U/eKdGHkhGHMWFzitnuuY8biEuOvGEXSyYcxDUiSJElFsjFIkiRJkiRJkiRdNppONrP9iV0vjvPa/sROmk62MKY0ghnXlrjjJ29gwrTRJDVJqBGpK8NGD2Z0/YhOG4EkSZKknmRjkCRJkiRJkiSpEL8ZSAICaAkkukRbKCK1itQ+maezpJ5Igk9N8JyRfpKm1lit3kgMipwzmvITvWZtnTzWxLbHd77YCNSwaRctTa2MnzaKGYtKLHvdNcy4tsSoicNfer7gN2Jk2aduMglIkiRJF5+NQZIkSZIkSZIkqd84fvgkL2zcyZbHdrDlsTLlzXtobc2ZeOUYZlxb4vq3LmD6wnpGjh/a21uVJEmSely3GoPSNK0F5gIpsKz667XAkOqSX82y7N5Ana8Ad0bPm2VZqCc/TdOVwIeBVwAl4ATwPPDPwJ9kWbYnek5JkiRJkiRJktQzjh08wdb1jexvPFR5IpgYdK70pIM7j7DlsTKNz+yFJKH+6nHMWFTPy9+1hOmL6hk6avCFb1ySJEm6xHQ3MejrwFt6YiMXIk3TBPgC8HHOTuwcAowBlgI/kabpu7Is+++Lv0NJkiRJkiRJunR97gexEWHR8V+9Mc4qojYy/qvNmuQc74nUqg3OxYqMszrZEqsVHdkVqhVdl8PhfcfY+li58rW+zK7n95PUJIyaNJwkMiut6lwrh44ezMx0Krd+cDnTF9YzePjAc9bq7v0+l59/mWPCJEmS1Dd1tzGott3jfcBeYNYF7OEeYNcFvB/gN4Cfrh4fBf4MWAUMB94KvBqYBPxLmqY3ZVm27gLPJ0mSJEmSJEmSOnFoz1Gef3QHW9eX2fJYmb3bDlJbV8OUuRO55sYZvOYjK5k6fxKDhtR1q26khyjazCNJkiRdDrrbGLQKeBJYA6zJsuz5NE3vAr58AXv4bpZlW873zWmaLgE+WX14EHh5lmXr2yz5Upqm9wKfptIodF+aptdlWdZH/02KJEmSJEmSJF08v/Nw12lARSf8RFJruhEi06VIMgzEGkrar+nsPUXu/2LrThJQR1qaW/m9d/8tAFfMr2fRq65mxrUlpsydSN2gjv9aInq5Itc1er8HBBKbfu5Gk4AkSZJ0aetWY1CWZZ/rqY1cgF/hzO8ZfqFdU9BpvwrcDqwAlgN3AN+8ONuTJEmSJEmSJOny0drSSvPJFt77W3dwVTr1km6SkiRJki513U0M6lPSNB1BpeEH4BDwlY7WZVmWp2n6ReAvq0+9HRuDJEmSJEmSJPVjv//DrpOAIJYGFEn46Y5Io0j0nKFasVKhde2vV9FpSj3tom63jzcEmQYkSZKky0EgKLNPewUwqHr8P1mWHTvH2u+0OX5tz21JkiRJkiRJkiRJkiRJ6n19ITHoT9M0vQaYBBwHdgAPAn+ZZdn/dPHeBW2O15xrYZZlu9M03QpMByakaToxy7JdF7BvSZIkSZIkSZIkSZIkqc/qC41Br2pzPBAYBcwFPpSm6TeB92VZtq+T985uc7wlcK7TjUGn32tjkCRJkiRJkqRLzv95ODYmLKKltbBS4TFVRU6Yiowci37EyFiwmjabz4GWTt4TuRbRcWktgTXRkWYXY/RZ3v44cs7oN0Wg1qde7ogwSZIk6bTebAw6DPwnsArYRuX3NlOB26pfAK8Dvp+m6Y1Zlh3qoMboNsd7Aufc28l7z5Km6d3A3QD33HMPd9xxR6C0JEk6H01NTTQ0NPT2NiRJ6pf8OStJ/dfN4+4srFakOSXawBIWaQIp8pxFdiK1MWrAOG6b2PG96KFTdip6jy5CXxAnjp/gc/w51425jRX1y0PvKfJ6+f8/ktR/+PtaSYqbMmVKh8/3VmPQF4GPZll2tIPXvpCm6U3APwATqYwL+wLw4Q7WDm9zfCJw3uNtjkd0tijLsvuA+wAaGhryzi6eJEm6cA0NDZ3+j4okSbow/pyVpEvP5x+IJQEV2UTRWeJNW80FpgpF9UajS+S6Jm0W3THpTr6186sdrqu5yJ1BTZFYIYq9XqfvUZ7n7Nm6n62PlXlhfZkXNjQCkB37fzTueCJ0LZLg9br3ZtOAJOly4u9rJenC9UpjUJZla7p4/Qdpmr4F+AGV34u9P03Te7Mssx1UkiRJkiRJkqRe1NrSyq7n97F1XZmt68ts29DIsYMnGDJiEFcsrGfljy1i+rWTqZ81vre3KkmSJF32enOU2DllWfZgmqbfBV4D1FZ//fN2y460OR4cKDukzfHhC9uhJEmSJEmSJMV99vtdpwFFU1Miook1LQWmAUXPWWQCUZH7j1z/pE3kTn6O80cCfKL3O7Iskvx0vlqaW2l8Zg8vVBOBtm1o5OTRUwwbPYRp15a46X3LmLaoxIQZY0jafBOc3lJrYG+ffaVJQJIkSVJP6LONQVX3U2kIApjTwesH2hxH/unBuE7eK0mSJEmSJEmSgOZTLZQ3766MBVtfZtvGRppONDNiwjCmLypxy93XMf3aEmOnjiIpsptNkiRJUuH6emPQ3jbHozt4/ak2xzMC9aZ38l5JkiRJkiRJki5LTSebaXhiFy+s38EL6xtpeGInzadaGF0awbRFJV7zsRuZtqjE6NIIG4EkSZKkS0xfbwzqKuFnY5vjZecqlKbpBM40Bu3OsmzXhW1NkiRJkiRJkuAzgRFhAHlk1FNwHFRkZFd0tFRkzFNv9IJETxn5mJHPGC3W9trnXNgIryT43sj1j37GmgROHW9i28bGFxOBdmzaTWtzK+OuGMW0RSUW334N0xaVGDlxeJe1Ij7jmDBJkiSp1/T1xqBXtDnuKOHnfuAkMAh4eZqmQ7IsO95Jrde0Of52MduTJEmSJEmSJKlvO3HkJNs2NrLtsTLbNpQpP7WHvDVn4pVjmXZtiRVvWcgVC+sZPnZob29VkiRJUsH6bGNQmqY3cqaZpxX4Tvs1WZYdSdP0W8CbgZHAXcAfd1ArAX6izVN/V/R+JUmSJEmSJPU/994fSwOKiCQGRZN5wgk4AZFSNcFa0QSZUHpSL6QURfbV2v5xgfeiU908x7GDJ9i2vswLG8pse6zMzuf2kiQJk64ex/SFJW581xKuWFDP0FGDO3x/9D7+qklAkiRJUp930RuD0jR9H1AGvpdlWYe/nUnT9GXAP3Lmt35/kWXZtk5KfhZ4U3Xtb6Rp+mCWZevbrfkV4Lrq8eosy755AR9BkiRJkiRJkqQ+48jeYy+OBdu2vsyerfupqU2onz2BK9OpvPwDy5k6v57BwwdS2wsNV5IkSZJ6T7cag9I0vRL4YLunF7U5viVN0/Y1/zHLsrVtHi8FfgrYlqbpd4ANwG6gBZgK3Fb9Ov3bk8eBn+5sT1mWrU3T9DeBnwdGAQ+lafp/gVXAcOCt1XoAR4C7Ax9VkiRJkiRJUj/2me/HkoBCyTYFCp+vwOaOSKnotlrax+l0IpKyE/2IPZmedGjXkUryzvoyO57cSfOplrNe/8vab3Kk5XBxGzgPLU0tHN59lNq6WqbMncg1N83gto+uZMq8SQwcUveS9ZE0IJOAJEmSpP6ju4lB04FfPMfrN1W/2noGWNvB2iuAD3Vxvn8GPpxl2YEu1n0KGESl4WhY9df2dgHvzLJsXRe1JEmSJEmSJEmXmTzP2b/jMNvW72Db+ka2bShzsPEwAwbVMmXuJGa/7EoGDx941nsWjVrO+oOrz/ucRfR3JbU1TJo5lqnzJjJg4EUfEiBJkiSpj+uN3yX8FpABK6mkB00CxgODgYPA88BDVMaHPRopWB1J9tNpmn6dSiLQy4HJwAngOeAbwB9nWban0E8iSZIkSZIkSbok5XnOvm0HeWH9Dl54rMy2DY0c3nOUgUPqmLKgnsWvm8vUhfWUZk+gtq72xfe1beZ585R3MLjh5HnvISkw+SmSBCRJkiTp8tOtxqAsy+7nAv8RQ5ZlDcDXql+FyrLsYeDhoutKkiRJkiRJunR8NjAmLDryKjKlKvoHppEmkCJrFdko0m6C1gVriVzY4IiwyPi1HMhbc3Zv2ce29eXK14ZGjh04zqDhA7liQT3pWxYybVGJSVePo6a2ptNaZ137pPN7Ebn+0XsUWRZtMrr3ZseESZIkSZcTc0UlSZIkSZIkSf1Oa0sru57dywvry7ywvsz2jY2cOHySoaMHM3VhiRvevYQrFpaYcOVYkmqHjqE7kiRJkvobG4MkSZIkSZIkXRJ+7X+6TgKCWBpNMIzmoqe+nCOoptvnDJbiVCA9qTmYsBTVGrgB0Sad06VamltpfGr3i4lA2x9v5NSxJoaPHcoVi0q84v3LuWJRiXHTRpN0Eq8TSd2pbbMmaff4rHWBG9DZe9uL7OuXXm4SkCRJkqSXsjFIkiRJkiRJknTJaT7VzI5Nu3mh2gi048mdNJ1oZuSk4UxbVOKW/7WSaYtKjJ48kpronC1JkiRJ6mdsDJIkSZIkSZLU66JpQBGRNJqoSDtJNDEosq7I9pXoZcgDC6PXNJzyk7c9ztm/41Al5WdDmR1P7qL5ZHOXxY4dOEFLUwtjpoziioX1LHz1LK5YVGLUpBEv3VdwYwPOI+Wns/dEEoPqgrFOP/8y04AkSZIknR8bgyRJkiRJkiRJF02e5+zZeqA68msH2zY0cnTfMQYOrWPqgnoW3jabQcMHddnMM3jkIKbOr2fk+GEXZ+OSJEmSdAmyMUiSJEmSJEmS1ON2PbeXB/5yDds2NHL84AkGjxjE1AX1rHjbIq5YNJmJM8dS0yZmx+lfkiRJknThbAySJEmSJEmS1GM+/0BsRFhknFVUpFZ0/FdR5wNoLe6UoTlh0c9Y5Oi1c9V68n+eZ/uGRm58z1KmXTuZ8dPHkBRwIyINRJERYdF1bdckCdTVdrIusK9POiJMkiRJUg+zMUiSJEmSJEmS1ONam1sYOWkES39kgWlAkiRJknSR2BgkSZIkSZIkqdt+M5gE1ByMyWkJpNYU2UtSZEpOVCRZKPoZI4010c8YufbRVKTTy/I852DjYbZvKLNtQ5lt68scLB/myuVXkAORAJ9o81AkdKgnv3c6u86fvMk0IEmSJEm9z8YgSZIkSZIkSdIFyfOcfdsPsm19pRFo+/oyh/ccpW7wAKbMr2fRa+cwdWGJ0jUTenurkiRJknRZsTFIkiRJkiRJ0ll+7X9iaUAR4cSgwLpogkwkAScqUiuSWAOxBJ9orciy6PWK3KNzbT3Pc7784b9n7wsHGDRsIFMX1LP0TQuYtqjExKvHUzvgpflAoVsUvI+Rb7FwElPgnL/yijNJQA0NDfzSNSYDSZIkSeq7bAySJEmSJEmSJF2QvS8c4NU/+TKuvX0ONbWRQWGSJEmSpIvBxiBJkiRJkiRJ0nk5svcY2zeUARgxYbhNQZIkSZLUx9gYJEmSJEmSJF0m7r2/uBFhUZERYRAc/1XgiLDIWK+ia+WBda29MEoseo8ADu06wrb1ZbZvKLNtfZn9DQepravhikUlJlw5NnzOiOgtipwyOl7uszc7FkySJElS/2JjkCRJkiRJkiSpQyePnmLzD55j24ZGtq8vc3DnYQYMqmXyvHrm3TqLKxbVU5ozkQED/aNmSZIkSeqL/N2aJEmSJEmS1A/80n8XlwZUYOhLOKmlSDWBDxBNyYmkAUVTciKJQdGYnMhnjNY612dc842NPPzXjzLt2ilc+7q5TF1Uon7WeGrrajtcH/3eKTJZKHItfu0Wk4AkSZIkXZ5sDJIkSZIkSZIkdailuZXxM8byo5+7vbe3IkmSJEk6DzYGSZIkSZIkSX3YL/xXcUlAl4siE49CIT8FJPOcFkoCCtaKal/q2IHjbN9QZvvGRp55aAvDxw4tPAmoNrCutiZW696bTQOSJEmSpM7YGCRJkiRJkiRJl7Eje49WGoHWl9m2ocy+Fw5QU5swafZE5r7yama/fGZvb1GSJEmSdJ5sDJIkSZIkSZKkHnBo52G2rS9T3rSL5pPNoWShaOJOEVqaWmh8ajcHdhyitq6W0tyJzH7ZTKYuKjF57iTqBvvHx5IkSZJ0qfN3dpIkSZIkSVIviYwJi46pKtLFbE7pCS2Baxa9rNGRXXmec2DHIbavL9Owscz2DWUO7zrCgEEDKM2dyKDhg0J1LualT5KE+a+ezdSFJUrXTGDAwM7/uDg64mxAcPxXZN2vvMIRYZIkSZJ0oWwMkiRJkiRJkqRuyvOcvVv307Cxke0bdtCwoZGj+44xcGgdU+bXc+0b5jF1QYmJsyZQG+2WId6AU6RLvA9MkiRJknQONgZJkiRJkiRJBYskAUEsDajI9J5o00lkXdHNJKdaiqsVSflpbu1mzZZW9mzZx/YNZRo2lGnY2MjxgycYPGIQUxbUk/7oIqYsnMyEmWOpqe24EajI6xqqVeBNitaKntI0IEmSJEm6OGwMkiRJkiRJkqR2Wlta2fXMHrZvqIwF2/F4IyePnGLo6CFMWVji+ncvY+rCEuOmjyHpjZgfSZIkSZICbAySJEmSJEmSuiGSBhRJrIFYukqRKT/RWrWBdZ2E4rzEyebYuuAlC2k5j2LNp1rY+fRuGjaU2b6+zI4nd9J0vInh44cxdWGJl3/wOqYuLDFm6iiSdvE50esaWRa9rkXe7yK/Dz99s0lAkiRJktSX2BgkSZIkSZIk6bLTfLKZ8qZdL44G2/HkTlpOtTCyfgRTF5Z45Y/fwJSFJcaURrykEUiSJEmSpEuFjUGSJEmSJEmSLhvlTbu4/76Hady8m9bmVsZMHcWUhSXmv+Yapi4sMWLC8LPW2xMkSZIkSbqU2RgkSZIkSZIkAZ/6XtcjwqDYkVeRppPeGCUW2Vd0XFqR1yvqXHvbsmY7B3Yc4rWffCVTF5QYNnboOWtd7HFvA4KjxCLrihwd96mbHBEmSZIkSZciG4MkSZIkSZIkXVaGjRnKNS+/qre3IUmSJElSj7MxSJIkSZIkSf3e/xdIA8oLjLaJJrVERPfVWtwpQ6IfMZwsVOD1P1etnO6lGBWZ6hRJ5gmnOsWWhZgGJEmSJEn9VzCYVpIkSZIkSZIkSZIkSdKlxMQgSZIkSZIkXbJ+7rtdJwFBsQk+kQSZcCJNYGFLgbUiiTUArQVer5ZglFFLYP9FpuQUKZp2lAc+QDRhKXItPv0Kk4AkSZIk6XJnYpAkSZIkSZIkSZIkSZLUD9kYJEmSJEmSJEmSJEmSJPVDjhKTJEmSJElSnxQdExYRGf9V5Jiq5uD4rMjUqOi+IuPSoiPCirwWTdFRYoF1kfsI5x7HdXrsV3T8V2S0V/h6BT5j9B595lbHhEmSJEmSutatxqA0TWuBuUAKLKv+ei0wpLrkV7MsuzdQZwjwKuAWYDkwGxgNnAAagEeAr2VZ9l+BWvcCn+7Gx7gyy7It3VgvSZIkSZIkqR9oaWrh+MHjvb0NSZIkSZIumu4mBn0deMuFnDBN03cDfwIM7+DlOmBO9euuNE2/Dbwvy7LdF3JOSZIkSZIk9R2f/M9YElAk0CWSkhNdF60VWXayJVYrkloTTclpCdSKfsaIaKlIEhDEknlC3xRtNJ9spnHzLho2lmnYUKZx006aT7Yw6+Uzw6WKTAyKnPM3X2USkCRJkiSpON1tDKpt93gfsBeY1Y0aV3KmKagM/CewGtgFDANuAt4JDAZeC3wvTdOVWZYdC9T+ZWBjF2t2dWOvkiRJkiRJknpZnuc0n2zucl1LUyu7nt5Nw4YyDRvLNG7eRWtzK6OnjGLKwhLzXn0NUxaWGDGho3+zKEmSJElS/9PdxqBVwJPAGmBNlmXPp2l6F/DlbtZ5EPg88B9ZlrX/91NfTtP0t4HvASVgEfDzxMaFPZBl2f3d3IskSZIkSZIK8HPfLS4JKCqa1FJkYlAo2SaoyDSaos7XW+dsuyzPc/a9sJ+GDWV2bCyzY2MjR/dF/t1gxbjpY5iysMS1b5zPlAUlho0d2r1Nd1P0W+K3Xm0akCRJkiTp4upWY1CWZZ8r4Jx/mGXZr3VxnifSNL0b+LfqU3cRawySJEmSJEmSdIlpbWllz5Z9Lyb97NjYyIlDJxg8YhCTF5RY8tZFjJsxlqSLuWpJTcK46WMZNnrwRdq5JEmSJEl9W3cTgy5YlmX7g0v/AzhKZbzYtDRNR2ZZdqjndiZJkiRJkiTpYmhtaWXXM3vONAI93sipo6cYOmYIk+eXuO7dy5iysMTYaWNIolFOkiRJkiTpJS56Y1BUlmUtaZoeo9IYBDAEsDFIkiRJkiSpF3ziO7ExYUWqDfSDdBEg0y3RkVdFjhKLlMqLnL0WVGQrTg60NLWw86ndlSagDWXKT+6k6XgTw8cPY8rCEjd+4DqmLiwxesqoc6YCRe93kaPjIst+6zZHhEmSJEmS+qY+2xiUpulEYEL14TFgd+Btn0nTdAowBTgF7AQeAb4O/HuWZb3wxyiSJEmSJElSz2g+2Uzjpl0cKB8stG5RjUFH9x6jYUOZ8qadtJxqYWT9CKYsKPGK/3UDkxeWGDlpxIuNQOYCSZIkSZJUvD7bGATc3eb421mWtQbec1Ob40HACOBq4D3AD9M0fXuWZVsL3KMkSZIkSdIlrTeSgKJaIv/EK/InRsSaTqL/oiyS4FNoqlCbWqeON9H45E4aNuxgx8YyO5/aTWtzK0NGDe6TI7cGDR/ElAX1zHvNNUxZUGLEhOGdro1sP5oYVFfT9ZrawBqAz91qGpAkSZIk6dLVJxuD0jSdCXyq+jAHPt/FW04A/w94GHieSlpQPfAK4EeAWuA64KE0TVdkWdbQxfnvptqYdM8993DHHXec5yeRJEldaWpqoqHhnD+aJUnSefLnrCJ+bNqdvb2FCxJthSl6NFYRayILDx86zGOPrmddto612To2P7GZlpYWrpp9FTemL2PxhxazeNlixo4fGz1jSK+0GBV40kipaJOR/x3VufizVpKknuXPWkmKmzJlSofP97nGoDRNhwH/DAytPvVHWZatPsdb/gH4/SzL9nXw2u+naTof+AaV5KDJwFeAV59rD1mW3QfcB9DQ0JB3dvEkSdKFa2ho6PR/VCRJ0oXx56wiaUCR9BuINVEUHVjTHEgDip5zQCAdJnK+qGit9tf/+MET7Hi8zI6Nla/dz+0lSRLGzxzHlAUlXvumWynNr2fIyMEA7GQb3zm6DY4W2wxT5L2M1rrY+//8q0wC0oXzZ60kST3Ln7WSdOH6VGNQmqa1wF8Di6pPPQr87Lnek2XZxi5efzxN09cCG4HBwKvSNL0uy7IfFrBlSZIkSZIk6bwd3XfsxSagho1l9m3dT01twoRZE7hi8VSue+9yJs+vZ9Cwgb29VUmSJEmSdAnqM41BaZrWUEnzeWP1qc3A7VmWnbjQ2lmWPZum6VeB0/9M7nWAjUGSJEmSJEnqFQ0byvz37/8PBxoOUjOghvprJjJz5Qxe9uGV1M+ZxMAhdS+ujabkSJIkSZIktdcnGoPSNE2ALwHvqT71LHBrlmW7CjzN/ZxpDJpTYF1JkiRJkqSL6qe/3fWIsKgiRzPVRkdGBdedbO56TV5g00xrcKxaZPxaV2vKT+7k1LFTvPnzr2fS7IkMGNT5H9NFR3EVeY9CtQLj2XrL5251TJgkSZIkSdBHGoOAPwA+VD3eCtySZVlDwefY2+Z4dMG1JUmSJEmSpJBTx05xeNcRBg0fxJSFk3t7O5IkSZIkqR/r9cagNE1/F/hI9eF2Kk1BL/TAqca1OT7QA/UlSZIkSZIu2MVOAyoyQSaabBMM5gmtC6f8tAbWRDcWOV+b4xOHT1J+vMyOjY3s2Fhm97N7yPOca26ZFbpH0esauZcDgik/kXXRxKDo/iPLfvkVJgFJkiRJktQdvdoYlKbpbwE/VX1YptIU9FwPne4VbY6f6qFzSJIkSZIkqZ9qbWnl2P7joXU7n97Njo1ldmwss3fLPpIkYcJV45m8oET6jiWU5tczeMTgi7BrSZIkSZJ0Oeu1xqA0TX8N+Nnqw51UmoKe7qFzXQXc2eapb/XEeSRJkiRJkjoTTQKKhNZEE1iKOh/Ek3kudq2WQBIQQE0g3ab9vlqaWtj9zO4Xk34an2ik6XhT7HwDapg4awIzlk/jhruuozRvEgOHDnzJukjKTzTVqa626zXRxKC6wLrI+SC+/5+70TQgSZIkSZKK1iuNQWma/hLwi9WHu4FbsyzbdB513gAMAv45y7KWTtbMB74BDKk+dX+WZQ91e9OSJEmSJEnq15pPNbNr865q0k8jOzc10nyyhRGTRjB5QYkbP7yScTPGknTRZZTUwNgpo6kb3Kth3ZIkSZIkSd1rDErT9Ergg+2eXtTm+JY0TdvX/Mcsy9a2qXE38Nk2r/8BMCtN01ldnP6BLMv2tHvuKuB3gN1pmn4bWAc0Ak3AJOBm4Ec48zl3cHZykCRJkiRJkvqZPM85WD5EuTrK68COg3QVWtPa3MrerftobW5l1ORRTF5QYs6rZlOaX2LExOHd3kM0JUeSJEmSJKkndfefLU3nTNJPR26qfrX1DLC2zeMb2r3+q8FzvxK4v5PXJgDvrX515gfAe7MseyF4PkmSJEmSpJDImLDo9KxIP0mRo7jyYK0ksLGix5JF1uVUGoH2bztAeWOZ8uOVZqBj+44xcGgd9fPqmbygRE1XnTpJwuK3XktpQYlhY4eec2lklFt03FvkukZrRdZFG5ZqA6PEor1PjgiTJEmSJKn3XOp5xn8JNAArgRSYDIwHhgGHgG3AI8DfZll2fy/tUZIkSZIkST3gqfuf4bkHn6P8eCMnDp1g0IhBlObVc+2bFzF5wWTGXTmWmmqHS6QBR5IkSZIkqb9J8ug/C7tMNTQ05FOmTOntbUiS1G81NDTgz1pJknqGP2cv3McDSUAQS90psjGlpbW4WlFFJttE99/cxbo/+7EvM37mOK562UxKCyYzdtoYkk42UWQCTkT0WkT2NSCwJrpuYG2sViRZ6JdfYRKQ5M9aSZJ6lj9rJalbOvzd/KWeGCRJkiRJkqTLVJ7nzLt9HrNecXVvb0WSJEmSJKlPsjFIkiRJkiRJfV6e5xzeeZgdG8uUN5bZsbFM84lm6gb7x1uSJEmSJEmd8U9OJEmSJEnSZemnA2PCohPYixyzFXGqF0aJReZsRT9ja2D/eZ6zv+Hgi41A5cfLHN1zlAGDB1A/t545t81h8oISpbmTQiPAInuL7j+yLDo6LnLOIkectQa/p++92TFhkiRJkiT1BzYGSZIkSZIkqU/Z/lgD3/vt/+b4geMMHDaQ+nn1LHzDAkoLSoy/ajw1tTUvri2yaUaSJEmSJKm/sTFIkiRJkiT1K5/4TtdJQBBLTiky9aU2WCsS6BIMfSnsfABJYGFLsFhXy3Y/u4ekJuGtv/cWxk4fe1Yj0Es3FjtnkYlBkXsZ/d4pKu0o6jOvNAlIkiRJkqTLiY1BkiRJkiRJ6jOO7jvGge0HqBtSx/iZ43t7O5IkSZIkSZc0G4MkSZIkSdIl46f+I5YGVJQix1RFk3kiSUZFygtK+enWOdscH9l9hPLGMuXHy5Q3ljm04yA1A2q45lXXhK5/NIlpwDlCh7pb61wBRt0Vuf7R9KHP3WoakCRJkiRJOpuNQZIkSZIkSbpgTSeaOLLrSJfrWlta2f3M7mozUCNHdh2mdmAtk+bWM+vmWZQW1DNh9kQGDPSPrSRJkiRJki6Uf8IiSZIkSZKkbjt17BSNTzbSuLGR8uNldj29i7wllitUN6SOSXPrmfvauZQWlBh/1Xhq62p7eMeSJEmSJEmXHxuDJEmSJElSr/vJizwiDKAmMJ4pPNYrsK41OA4qcs6LPG0MgOOHT7DzicYXk372PreHPM8ZO2McpQUlFr5pIWNnjCMJXNgRE4ZTE5jHFRmhFR3rFRkTFq0VGUvW3BqrFeGIMEmSJEmSdL5sDJIkSZIkSdJLHD9wnPLj5crXxjL7tu4jSRLGXzWe0oISS9+xlPp59QwaPqjbtYM9UpIkSZIkSbpANgZJkiRJkqQe87FvxZKAIskwEGsoKbLWqQJTXyIJRQCtgXOGk4y64ejeo9U0oDKNj5c5sO0ANQNqmHD1BKal01hx53VMmjuJgUMHdloj+hmLlAevRWRZtFYkDSh6jz7/KtOAJEmSJElSz7ExSJIkSZIkqR9pPtXM7qd2sfPJnTSdaOpy/bH9x2ncWOZQ4yFq62qZOGciM2+cSf38EpPmTGLAIP/4SJIkSZIk6VLln+xIkiRJkqTzEkkDiqb3RJNmIutqg7WaAqkvvZFGE0maaVur6UQTuzbtrCT9bCyz66ldtDa3MrJ+JINGDu6y1qBhA5n9qtmU5peYOHsitXW1Ha6LXPvo/Y7eo0i96PdOZFk05SdyL3/z1SYBSZIkSZKk3mdjkCRJkiRJ0iWktbmVbWu3vzjya/czu8lbcsZMG0P9/BJz75hPaX6JoWOHhur1xvgvSZIkSZIkXRw2BkmSJEmSJF1CNn1vEw/80QOMu3Ic9QtKLHrztUyaV8+QUUN6e2uSJEmSJEnqY2wMkiRJkiRJZ4mMCIsqckQYxEZQFZmAEx4tFVgT3VZX52w+2cLI+pG8+Xff2mWtyLUIX/uartcMCKzpzjmLFBrRFqz127c5JkySJEmSJF0abAySJEmSJEnq41qaWtj99G4aHy/z3IPPOf9LkiRJkiRJITYGSZIkSZJ0GfnJ/+g6DSiamhLpTckLTNwBaCmwVjQNKCLyOaOny4Hmk83s2ryLxsd30LixzK6ndtFyqoUR9SOon1fiqpdfRVJQGlAkCQhiaUB1BdYCOBm44dHvscj3zv95jUlAkiRJkiSpf7ExSJIkSZIkqZedOnaKXZt2Un68TOPjZXY/vZvW5lZGTRlF/YISs189h/r5JYZPGA4YGCRJkiRJkqQYG4MkSZIkSeoHPv7tlyYBvWP6nfzWhs+c9Vw0XSUikrgT7V8JpxRFagWLNbcGasVKhbStdfLISXY+2UjjxjLlx8vsfXYPeWvOmOljKS0oMf8NC6mfX8/Q0UM7rBVtDCoqVSi6LnI+gJZoklRgXTT56fdeaxqQJEmSJEm6/NgYJEmSJEmS1MNOHDrxYhpQeWOZfVv2kiQJ464cx6T5JRa/bQmT5tYzeOTgcDOVJEmSJEmS1BUbgyRJkiRJkgp2bN+xsxqBDmzbT1KbMP7qCUxdMpX0PcuZNLeegcMG9vZWJUmSJEmS1I/ZGCRJkiRJUh/X0Ziw9jpLmWn/fGiEU3TMU2BN4ek3BY7Gioygio6pOrTrCI0bd9D4eJmdTzRyaMdBautqGT97ItOvn8F1H1rJpDn/f3t3HiXXedf5/11Vvai1r60uybZ22ZadxMuTeMlGnM1xAGcjG9khMRmYYZj5ARPmDAQYhmEYZoYJHCZOyAIMSxJCWBIclhAICUO4SQyJN1nWYluq1r5Lre6uur8/qmS15e6ub0u31Yver3P66FbVU8/z1K2Ob6r725/vSjrndLadK/QWFfgeReeKnIuhemyuaMuxyJq/+ipbhEmSJEmSJI3FwiBJkiRJkqQJyPOc4/3HnkoD6n+gxol9J6h0Vei9po8NL95E3/VVlm9aQUfXuR+9RAuWJEmSJEmSpKJYGCRJkiRJ0hT5V59vnwQE0F1pP2asBJbz74+kw0TrV0LpQwUrRVJ+gi+g3gjMlTcLgY4+eYT+VmuwvQ/UOHXoFJ09nfRe28fVr9xC9foqyzcsp9I59psVLQyKDCtyrujbGDlf0SSg6KL/2zQgSZIkSZKki2JhkCRJkiRJ0iiO7jnK13/r6+x9sMbA0QG65nezcksf1939bPquq7J03TLKlTJgGpAkSZIkSZKmJwuDJEmSJEmaBO//s/ZpQOF0lWkqkj5UdKhQ5JQVlXj0+DeeYM/9T5Le/lz6rquy5KqllMaoAIoUBlWiKT9FxvwERJKAIJhkVI7N9Wt3mQQkSZIkSZJ0KVgYJEmSJEmSNIr64DDdC+aw5dXXT/VWJEmSJEmSpAtiYZAkSZIkSRJwfO9x+h+osfeBGv0P1Djef4wVm3uneluSJEmSJEnSBbMwSJIkSZKkCbjnT9u3CIuqBMdFukZF22cV3dqrncalXhBCLzLPc47tOcreB/vp/84e+h/s5+T+E3TM6aD36pVseulmVm6p0nd1b6yFVqSVWLDNVkdg3OBwbK6IIt8iW4RJkiRJkiRNLxYGSZIkSZKkGW3w5CB7H+pvpv08WOPok0faPqdRzxkeGKJzbicrt1S59lVb6Lt+FcvWL6c8ojKnEq24kiRJkiRJkqYhC4MkSZIkSWr5V3/WPg2oyAScUrDoJLJmPtqYHOqNic81XdOHzho4NtBM+nlgD3sf6OfQzoPkec7Sdcvo21Ll6ldcSykQ4bN0zVKWrl1KeZwon0gSEMRSfiJjoqbi3P/Gd5sGJEmSJEmSNNNYGCRJkiRJkqZEY7jBwe0H6H8gmPLTaHDwsQMcefwwpXKJ5RtXUH32Km58a6L3mpV0z++e0PrRoh9JkiRJkiRpprIwSJIkSZI0670/kAQUVS8wqiVvtB8DEAmaGSMwiMH60+8bDqwZLZiZaJJRfajOgUf3s/fBGv0P1Nj3cD/DA8PMXTaPZeuWtU/5KZW46pa1PO89t9F79Uo6ezovav9F1gVFzkXk3EfnKjK56sPfYxKQJEmSJEnSbDWhwqCUUgW4FkjAza1/nwP0tIb8bJZlH5zgnHcC7wZuBVYCx4BHgc8A92ZZdnICc90GvBd4MVAFBoAdwB8B/yfLsgMT2ZskSZIkSbpww2eG2ffIvlbLrxr7t+6jPlhnwcoFrLyuyq3vfQErr+tjfu8Cysb3SJIkSZIkSYWbaGLQp4DXFbFwSqkb+ATw5vMeWtH6uh344ZTS67Is+5c2c5WAXwH+LU//g78eYAlwE/AjKaW3Zln2pSL2L0mSJEmSnm7o9CD7Ht5L/wPNRKADj+6nMdxg0erFrLyuj80vv5aVW/qYt3z+VG9VkiRJkiRJuixMtDCoct7tQ8BBYNMFrP1J4E2t44PAvcC3geXA24DnARuA+1JKt2RZ9sQ4c/0i8GOt45PAbwJfB+YDrwdeTjON6I9TSi/Msuz+C9ivJEmSJGka+qFAm7BIKy4g1Fsq2sIpj4wLbizSvmy0feX5M9tXRfYV7HjFwIkz7Huwn/4Haux9oMbB7QfIGzlL1ixl5XVVtrz6WfRd30fP4rlt54oGBkXGVQoMH4q+3/XASWsUuK9oJ7F7bRMmSZIkSZJ0WZtoYdDXgYeAbwDfyLJsR0rpXcDHJzJJSuluzhUFPQ68MMuyx0c8/uvAR2m2GKsC/wP4vjHmuhH4idbNo8CLzksY+nBK6YPAz9AsFLq3VWgU/RmaJEmSJEmzWqPe4PDOQ82WXw/2s+/hfoZOD7V9Xn2oTqlUYum6ZazcUuXZb7iRlVv66F4w56kxJTuESZIkSZIkSVNmQoVBWZb9l4LW/eCI4/ePLApqrdNIKf0w8FLgKuANKaXrsyz7zihz/TTn/qbzp8ZoO/azwKtophA9F7gL+PzFvQRJkiRJ0mR635+2TwKCeNLMpRb5a5RoGs1QNMJnlD2cnzaUA43hBgcf299M+nmwxr6H+hk6NUTPkh5WXlflOW+8mTmL5ow25dN0z+tixeaVdM3rGnNM9P2JpvxUAilLHcEkpkh60pl6cXMV+a1qEpAkSZIkSZIiJpoYdNFSSpuAG1o3H82y7Aujjcuy7HRK6SPAz7fueiPwtMKglNICmgU/AMeAT4wxV55S+hDw26273oSFQZIkSZKky8Tw4DAHHm0WAvU/UGP/w3sZPjPMvBXzWXldlfSu2+i7rsqC6kJKpVK4gMU0IEmSJEmSJGl6u+SFQcArRxx/sc3Y+zhXGHQnzXSgkV4MdLeO/y7LslPjzDVyrTvbbVKSJEmSNDne+yexJKCoUDJPsIClFJgskgwTVY8mAQUTcM4aGhjiwNZ9fPS+j/DnX/ki+7fuozFUZ0F1IX1bqmy4ZxN911WZ37tgwnt+2rYC57XIJCCIpQFF65WGC3wvQ1MF1/vI95oGJEmSJEmSpGJMRWHQ9SOOv9Fm7P1AHagAW1JKpSzLRv4YLTxXlmX7U0q7gDXAipRSb5Zl++LbliRJkiTp0srznGO7j3B8z5G2RSV5o8HB7QfZ+0CNA9v2kddz1m5Yy6KNi7n6ldfSu6XKvGXzCm1nJUmSJEmSJGl6m4rCoM0jjneONzDLsuGU0m7gKmAesBp48kLmajlbGHT2uRYGSZIkSZKmjbyRc+TxQ+x9sMa+B2rsfbDGmWMDlMqltjE4pVKJRVcsoe+6Ktfd/Sx6r63yb577Q3zk0U9ems1LkiRJkiRJmnamojBo8YjjA4HxB2kWBp197sjCoAuZa7TnPk1K6X3A+wDuuece7rrrrsDUkiTpQgwNDbF79+6p3oYkqSC7juxqO+ZdG95Z6JqhBJwCY3IaBbafGh4eZtvDj3J/dj///I37+edv/DPHjx1n8dLF3JBu5LU/fDc3pBvZsGk95fIE+4kBy7uX8d5NEz/f4dNV4HmdrklGRbaOW7N4TftB4P83kqQZxM+0kiRNLq+1khS3evXqUe+fisKg+SOOBwLjT484XjCJcz0ly7J7gXsBdu/enY918iRJ0sXbvXv3mP9HRZI08/zMN36u7ZgiC2sAyoGKksiYqIHh2LhIQckXfuKzHHrsAD1L59K7pcq1b3kOvVtWsXD1IkqlEgc4xV/xVf5m21cvaK/v2/xO7t369MSgSqC+KHq+KoFxpeBc0bcoOl9E5D0abgTnCoz56Pd+ODaZJGnG8DOtJEmTy2utJF28qSgMkiRJkiTNMD/0Z/eExkWKfqKFQdGklkaBhUGRNaP7j4w7dfAkN73zVq75nmdRGqfiJVIMM9aQCymKKvI1RtcvsjAoOldk//XgufjY3Rb9SJIkSZIkafqZisKgEyOO5wTG94w4Pj6Jc0mSJEmSNOnyPOd47Sj7HqgxdHqIzrld4xYFSZIkSZIkSdKFmorCoCMjjpcHxi8b47lFzyVJkiRJl6V/9flYGlDEpU7cAQh0xio0pWiirdDyRs7RJw+z/8Ea+1pfA0dO0zm3k5XXVVm5pdo24SaSujNaW68S0HHeCSqyk1s90GYrmrgTdalrqEwCkiRJkiRJ0kw2FYVBW4GXtI7XjjcwpdQBnG0aeRLYPcpcZ407V8uaMZ4rSZIkSVIhGvUGR3YdYt+DtWYx0EM1Bo+foWt+N71bqlx793PovW4Vi9cspfP8qh1JkiRJkiRJKtBUFAZ9Z8TxzcAnxhl7A1BpHT+YZdn5f2d4/lxjSimt4Fxh0P4sy/a13akkSZIkSW00hhsc2n6A/Q/V2PdAjf0P9zN0apA5i3vo3VLlWW9M9F5XZdEVSyhFon8kSZIkSZIkqSBTURj0xRHHr2wz9s4Rx/eN8viXgTNAN/CilFJPlmWnx5hr5FqjzSVJkiRJs8o9fxprETZaC6rzRVpsFa3olmNFqQ/VObRtP/se3MO+B/s58Eg/wwPDzF02jxVbqtzw9lvo3VJlwapFlNr0vYrWCUWChUZtJVZ65nOHAu2/ouVLkVMffX+ia0bGRef6+GtsEyZJkiRJkqTZ7ZIXBmVZ9mhK6VvAjcCmlNKrsiz78/PHpZTmAO8dcdenRpnrRErpC8BrgYXAu4DfGGWuEvAjI+76g4t6EZIkSZKky8bwmWEObN3bbAv2YI2Dj+6jPlhn/soFrNhS5eYfeD69W6rM613QthBIkiRJkiRJki6lqUgMAvhZ4HOt499IKb0oy7LHzz6YUioDvw5c1brrM1mWfYfR/TzwGpp/EPiLKaWvZln2L+eN+WngltbxP2VZ9vmLfwmSJEmSNHXe/tn2aUBzgp/4IrUs0dSXyLCi04eKnm/o9CAHHtnLvgdr7H+wxqFt+2nUGyxcvZgV1/ax4WXX0rulj7nL5o87TySJqRJIAgLoCMxVHmOu89c4Uw/MVWB9U/T9ib6Nka391mtNApIkSZIkSZJggoVBKaV1wA+cd/ezRxzfkVI6f84/zLLsWyPvyLLsj1NKfwC8CVgDfDOl9GHg28Ay4B3A81rDa8C/G2tPWZZ9K6X034CfBBYBX0spfRT4OjAfeD3witbwE8D7Iq9VkiRJknR5GDxxhv0P9z+VCHR4xwHyRs6iq5bSu6XK1a9+Fiuu7WPO4rlArJBKkiRJkiRJkqaDiSYGrQH+4ziPv7D1NdI24FujjH0nzT8IfDPNYqCfGmXMY8Drsix7os2+PgB0Az8KzGv9e759wFuyLLu/zVySJEmSNGUiSUAA9UC8SmQMAI32Q4YDYwDqgXEFB/xM2MDR081CoAeahUBHHj9IiRKL1y2jd0uVLa+/kRXX9NG9YM6oz4+m6RSZuhM6/WMMapx3fyTBJ/h2F57WFGEakCRJkiRJkhQ3Va3EyLLsDPCWlNIngfcAtwK9wHHgUeDTwL1Zlp0MzJUDP5ZS+hTNRKAXAauAAWA7zbZlv5Fl2YFJeCmSJEmSpGns9OFT7HtwD/sf7GffgzWOPXmYUqXE0g29VG+4gmd//3NZvrmPrnldU71VSZIkSZIkSSrUhAqDsiz7MlBoaHqWZfcB9xU01z8A/1DEXJIkSZKkmenk/uPse7D2VGuwE/3HKHdWWLaxlytvWceKd9/G8s0r6ZjTOdVblSRJkiRJkqRJNWWJQZIkSZJ0uXnrH8bahEVEWntF23/lgT//CLcSC7SWirafGh6qUx+stx03eOx0sxDooWYh0Kn9J6h0d7B880rWvngzvVuqLNu4gkpX+4/ApQL/FCbUyi16XiPv0Sj35TkMnrdGZF+l4HvUiLzfsan4ndfZIkySJEmSJEkqmoVBkiRJkqRpYejUIPsf6X+q5dehx/aRh6proKOnkxXX9LHpFVtYcW2VJeuXU+msTPKOJUmSJEmSJGl6szBIkiRJki5SNAmoXGAaTZGJQZTbDwnW58QSZFpjzpwY4MDD/ex/sMb+h/o5sv0AOTmLr1rGii1Vrv7uZ9G9qKftfN1zO1l01VLKlbFfSPTcR4ZFz0VR60XXHO3c5zzz+yDyHkX3FTkVJgFJkiRJkiRJU8fCIEmSJEnSJTFw9DT7H6w91fbr6OOHKJVKLFm3nBXXVrnu9Tex/Jo+uuZ3A/G2XkUWXEmSJEmSJEnSbGJhkCRJkiSN4y2faZ8GVGQBSzTlJ59AMk8Ra0ZSZs5f89Shk800oFYh0PHdRyhXyizZuIJVN13Fc952C8uvXklnT9eoc0XrfSLntRKcbJzQoafUh2NzRc5/PTYVpcB7NNp6OVC/gMSgaLGVaUCSJEmSJEnS9GZhkCRJkiTpouV5zsl9x9n/YD/7HtzDgYf6ObH3GJXOCks393LlbetZsaXKsk0r6ZzjR1FJkiRJkiRJuhT8aawkSZIkacLyPOdE7WizLVjr69TBk3R0d7Dsmj7WvmQzK7asYumGFVQ6K1O9XUmSJEmSJEm6LFkYJEmSJOmy9KZPt28RBrHWUtG2S0W2/4oMi7b/Gj49RP3M0Pjr5TBwbIADD51rDTZw5DSdPZ0sv7bKxlddz4prqyxdv5xyx/gnLXq+ouPaLDcpaxYl/B4FW8w9Qw7189aIvEZbhEmSJEmSJEmzg4VBkiRJknSZOXN8gAMPnWv5dWTnQfJgRVLXgm5WXFvlmrtvYMWWKovWLKVcPleZU7rEhTWSJEmSJEmSpLFZGCRJkiRp1nnrH8bSgCIiiS7R1JdIUsv56S4X4+y+Bo6cYv9DtafSfo49cZhSucSS9StYcf0qrnvjzXQv6hl3rhLQObeLBdVFlMZ5IZHXWAkWD0WLjEJJTLGpGJ6mqU5FJhmZBiRJkiRJkiRdPiwMkiRJkqRZ6vCOA3z9f3+J43uOUO4os2RjL6vSWp799ttYfvVKOuZ0ArGiE5OAJEmSJEmSJGnmsTBIkiRJ0ozx5s/EkoCKTJCpN4IDAyK1NdHEoMhrPLrzAKcPneTFP/PdLNvUS6Vr9I+ARabRRIRTkQpMT4qmFEWWLDLVqUi/+/pnJgHt3r171PslSZIkSZIkXR4sDJIkSZKkWWj49CAn+o9R6arQe92qqd6OJEmSJEmSJGkKWBgkSZIkSbPA0MkzHHykn4MP1Tj4UI2jOw+QN3JWpTVTvTVJkiRJkiRJ0hSxMEiSJEnSlHvjp2MtwooU7Z5VaCuxwKLR9c6cOMPBB/c0C4EernHs8YNAiUVrl7Hs2iqbXnMjq67vo3v+nEL2VWS7sehrbARbdkX2Nhxt0RYZU2SLs3JsnO3AJEmSJEmSJF0IC4MkSZIkaQb62s//CSf2HGHx+l56n3Ml17zpuSzd3Efn3K6nxnT7iU+SJEmSJEmSLmv+mFiSJEnSpHrbZ9unARWZwAKxBJzIGIin1kREloyuN3xqkOvfdhvrXnn92OsFX2NHILUmmhg0HEgDip7S6Lh6ge9Rkd+LkfP/+28wCUiSJEmSJEnS5LEwSJIkSZJmiOGBIQ5v28uhh/sZPD4Qr/yRJEmSJEmSJF2WLAySJEmSdEHe9bn2SUBQbOLOVIhsP5wyM8FzMXRqkMNb+zn4cI1DD/dzZPs+8nrO/NVLuPJFV1NNa8atDYqm/FQC46LvY5Hvd/S8Xupvseh5/dT3mQYkSZIkSZIkaWpZGCRJkiRJ08TgiQEOPdzPoYdrHHy4xtGdB4GchVctY+k1Vda/+tksvbqP7oU9VALtvyRJkiRJkiRJlzcLgyRJkiRpipw5eoqDIwqBjj9xiFKpxMK1y1m2ZRWbX3czS67uo2te91RvVZIkSZIkSZI0A1kYJEmSJOkZom3CIiKtpYpuBRVpQRVuU1Xg5k4fOsnBh2pPFQKd3HOEUqXM4g0r6L3hKq59yy0s27ySjp6utnNF2llFWoRB7PzXC2wlVnR7uSLni5xXW4RJkiRJkiRJmiksDJIkSZKkSZDnOaf3H28lAu3h4EM1Tu07TrmzwuKNvay6dT1Lr1nFko29VLrPfTSLFKZIkiRJkiRJkhRhYZAkSZJ0GXnnH8WSgCLFKdGQlnqj/ZiiE2QiwolB4flyTvYf5dCIRKCBgyepdHewZHMfV7z4apZfu4pF61dQ6axc8L7Prdd+zHDg3EPsNUbnirzf0XN6qZOAAD7zRtOAJEmSJEmSJM0eFgZJkiRJ0gXIGzkndh/m4MO1ZjHQIzXOHDlNx9wulm7uY+0rrmfZtVUWrllOuaMMgGFAkiRJkiRJkqRLycIgSZIkaZaIpgFFRIJaook79cC46FxRkekiyTZPm7PR4Njjhzj0UDMN6NDDNYZOnKFzfjfLrqmy4XtuYNk1VRZetZRSuTzqHJXR774gkfMaGQNA4FxEz1d4zQJF0oBMApIkSZIkSZJ0ObIwSJIkSZLGsftr29jz1W0c2trP8KlBuhf3sPTqKpvfkFh2bZX5q5ZQjvapkiRJkiRJkiTpErIwSJIkSZLG8cgffJ05S+dx7VtuYem1Veb1LaJUshBIkiRJkiRJkjT9WRgkSZIkTXNv+2ysRVgktCbasivS8SraMSqyZtF1No1Ia6wJtLyq3rqBq+64dszHo4FBkXHRuQaG249pFNjWa7q2CAPbhEmSJEmSJEnSWCI/75ckSZIkSZIkSZIkSZI0w5gYJEmSJE2hN3+mfRpQNDUlIpogExlW5Fzh+KEiTWDNUutrLNH3qBJJdYpNFTr/0feoyGShiMh5APi0SUCSJEmSJEmSdFFMDJIkSZIkSZIkSZIkSZJmIRODJEmSpEnwhk+1TwKC8VNozsqD6SqRceEEmQJTikLrFZxYc6kTcKIi26o3ilsveh6KTKWKpAGZBCRJkiRJkiRJl4aFQZIkSZI0ivrgMEce28fwwNBUb0WSJEmSJEmSpAtiYZAkSZIkAcMDQxzZtpdDD9c49HA/R7fvozFUZ17fIhavXzHV25MkSZIkSZIkacKmpDAopfRB4Gcu4KmfzLLsXRc517osy3ZewNqSJEkSAK/5/fZtwvICWziVgm2eInNNRYutyJpT0Ups8NQgR7b2c+iRGocernFsx37yes781UtYek2Vq162hSXXVJm3dC4wfhuw6P7zQJuwaCuxyPdYtENYka3EbBMmSZIkSZIkSdPHTEsM2j7VG5AkSZI0Mw0eH+Dw1n4OPdQqBNp1EMhZeNUyllxTZf2rn8OSzX10LeyZ6q1KkiRJkiRJklSIqSoM+n3g/sC4RcAnWscN4JNtxv8n4DttxuwLrCtJkqTL0Pf8bvskoKhoAE4kaSaa5tIoMDEosmY0FSkyrhFMyYnKgTNHT3H44X4OPbyHQ4/0c+KJQ5TKJRauXc6yLavY9LqbWbK5j8553ePvrcA0o1JgrmhiUGi9AtOmPvV9JgFJkiRJkiRJ0kwzJYVBWZY9DDzcblxK6YdG3PxSlmW72jzl77Ms+/LF7E2SJEnSzHT60AkOPVTjcKs12MnaUUqVMos39NJ741Vc85ZbWbyxl46eLiDeZkuSJEmSJEmSpJlqurcSe8+I449P2S4kSZI04931fwNpQAUmw4RFknmiUwUGRueKpgEVZaLL5XnO6f3HOfRwjcMP1zj0SI3T+45T7qyweONKqrduZMk1VRZv7KXSNcbHnmBlUORc1IMvILJkNDCoyMIm04AkSZIkSZIkaXaatoVBKaXrgOe2bh4BPjt1u5EkSZI0HQwcOsHWT32dQw/VGDh0ksqcTpZsWskVL76GpddUWbRuBeXOylRvU5IkSZIkSZKkaWHaFgbx9LSg38uybGDKdiJJkiRpWjj44B5q/7idzW94LkuuqbJw7XLKlfJUb0uSJEmSJEmSpGlpWhYGpZQ6gLeNuOtjwaf+XEppNbAaGAT2Av8P+BTwZ1mWTUVzCEmSJE2i1/x+oEUYhHpVTUknscCijXAvscCY4FzlQK1NdF8dBdftVLo6WPfq5xQ76TiK/L6IzBVt4xZ5jz77JluESZIkSZIkSdLlbLr+ae13A72t43/JsiwLPu+FwHqgG1gAbKRZYPQnwD+klNYUvVFJkiRJkiRJkiRJkiRpOpqWiUHAu0ccfzwwfgD4G+AfgB0004L6gBcDdwMV4Bbgayml52VZtrvY7UqSJKlob/5MLAkomlpzqdOAIuE9AI0C54qkD0VFzms5uLHhwIsMv495bHwpsLciz1dUJA0oel6/8P2mAUmSJEmSJEmSxlfKozn1l0hKaSXwJM2ipUFgdZZlB8YZfz2wJ8uyQ2M8fh3wOZrpQQB/lWXZy9vs4X3A+wDuueeem++6666JvgxJkhQ0NDREZ2fnVG9D09D2w7tC46ZrYdDlIFqwFDr3wTfoi3/65/zaL/0qf/r3940/MLq5Sy3yOoN737TUQFS153VWkqTJ5bVWkqTJ5bVWkuJWr1496k+Xp2Nh0P8H/HLr5h9mWfaGAubcAHwHmNO669Ysy/4x8tzdu3fnq1evvtgtSJKkMezevRuvtZeft/5h+zSgeiRKBzg+GBsXLSC61EK9fYOFIpUCi2GiqTURZ+rtx0Tf7z1/v5Wt//drfNdvvGvccZHEoOhrLPIjU2Rf973NJCAVx+usJEmTy2utJEmTy2utJE3IqD+BDv0e4hIb2UbsY0VMmGXZY8AnR9z16iLmlSRJknRp5I2c448f5MgjtaneiiRJkiRJkiRJM0bHVG9gpJTSLcCW1s3dwBcLnP7LwNk/Tb+mwHklSZIkFaxRb3Di8YMcfrjG4Yf3cGRrP8OnBula2EP1BZunenuSJEmSJEmSJM0I06owCHjPiOPfyrIs0HQg7OCI48UFzitJkqSWSIswKLY1U5EtwqLds0LjgpN1BDI8oy2vimz/FZkreu7rQ+3H5MCJ3Yc58K1dHHm4xpFH+6kPDNG9ZB6Lr6my4Y3PY8nVq5hbXUSpVKLt0oG9Rb91Iu2/oqf+z20TJkmSJEmSJEm6hKZNYVBKqQd404i7Pl7wEstGHB8peG5JkiRJF+nbH/pLhk8Psuz6K9j8/bez+OoqPb0LKEUqcyRJkiRJkiRJ0jNMm8Ig4PXAotbxV7Ise7Tg+V884nhrwXNLkiTNem/+TCwNKCKSGBRNo4mmD0UScKL1J5XAuGgaTWT/4bmC4yIakfWi71FgTAnIh+usffVzuOoVzxp73DStETIJSJIkSZIkSZI0HQUaF1wy7x5x/LEiJ04pbQDeOeKuLxQ5vyRJkiRJkiRJkiRJkjTdTIvEoJTSWuAlrZvHgU8Hn/c9QDfwR1mW1ccYcx3wOaCnddeXsyz72sXsV5IkaTZ5w6diSUBFBrVEEmSiiUFToR7ZW3T/lzgBJ7ytaXr+L/X3IcAXTQOSJEmSJEmSJM1Q06IwCHgX537G/6ksy04Gn7cB+J/A/pTSfcD9QD8wBKwEvgu4m3Ovcw9PTw6SJEmSJEmSJEmSJEmSZqUpLwxKKZVoFgaddSFtxFYAb299jeUrwNuzLHv8AuaXJEmSJEmSJEmSJEmSZpQpLwwC7gDWtI4fmWCbr98GdgO3AQlYBSwH5gHHgCeA/wf8fpZlXy5qw5IkSTPF3b/Xvk1YKdib6VK3cMqDfZ6i7aAirckKfY3BjYXWjJ6LcvsxjUZsrnJkruC+IuPKrRORM/7LLbLD2V+83RZhkiRJkiRJkqTZbcoLg7Is+2su8HcwWZYdBD7d+pIkSZIkSZIkSZIkSZLUMuWFQZIkSZq4V/1O+yQgCFZfB0u0ywXG6YSSZgpMo5nIuEstcl6j574cSAOKnodSvf2Y6CmNpCc1WvPl+fh7jO7/S+80DUiSJEmSJEmSpECDAEmSJEmSJEmSJEmSJEkzjYlBkiRJ08zLfyuWBhRRCiTNlIIJLIEAmUJF02hmemJQKE2nwFSnqTgPoSXzc/+Od07+5l0mAUmSJEmSJEmSFGVhkCRJkqQpNXDgOEcfqTF88sxUb0WSJEmSJEmSpFnFwiBJkiRJl0ye55zee4yjj9Q4urXGkUdqnDl4gnJXBws3rmTxltVTvUVJkiRJkiRJkmYNC4MkSZIukZd8ItYiLNL+KyzQwynSfmoqFN3yqj5NW4mVA2Oib1HknEVal0Fx34d5nnNqzxGOPlLjyCN7OLq1n8Ejp6jM6WTRpj5WvWQLi66u8o8//Sm6urqKWVSSJEmSJEmSJAEWBkmSJEkqUN7IOfnkQY480s/RR/Zw9JF+hk4M0DGvm0Wb+7jyzmez6Ooq869cRqlyrizKoiBJkiRJkiRJkopnYZAkSVIBImlA0QScSIJMNPwmEvoSTdIpNMmoQOHEo2maGNQIjsvzPB73U4DI9yG0CoGeOMiRR2ocfaTGsUf7GT41SOfCHhZtrnLV3TfxRz/5f7juuusol6OzSpIkSZIkSZKkIlgYJEmSJE1DjeE6J3bubxbbbO3n2LZ+6gNDU72tMXUtmceiq6use8MtLLq6Sk/fIkqtarJnPetZU7w7SZIkSZIkSZIuTxYGSZIkjeNlv9U+CQiKDaOJJguFFJnyc4kTd6IJRfVo5M40dfa0NoaGOb59X7MQ6JEax7fvpTFYp3v5AhZtrrLuzbfRuWjuuHOFTlmB3xO//PJ/DcA111zDunXrnioEkiRJkiRJkiRJ04OFQZIkSVJQ/cwQx7bt5djWGid3Hy6stdfQiQFO7NxPPtxgzspFLLq6Su8LrmbR1VW6l84Pz3OpC4Puuuuu4iaTJEmSJEmSJEmFszBIkiRJGsPwqUGObetvtfOqcWLXfvJ6ztxVS5i3ZjnlSvmi18iB7mULWPWy61m4qUrX4vFTgSRJkiRJkiRJkqIsDJIkSZetOz7Zvk1YtK1XJDgm2vGqEkh0iYa+RDo7lYOTRcYVua/oXCeGYuMib+XQiQGObe3n6NY9HNvaz8nHDwI5865cxsLNVVa/6jks3FSlc8Gc4O7ai7zO6HtU5Hn9m3d9ODhSkiRJkiRJkiRNVxYGSZIk6bI1ePQUx7bWOLq1xrFHapzafRjKJeavWc7ia1dx1d2JhZtW0jG3e6q3KkmSJEmSJEmSNGEWBkmSpFnnJZ9onwQEsQSZSBIQxNKAok2nIukw0QSZSPpQZAxApGtWJLEGYue1HoxYir5HAGcOnXiqCOjY1hqn+49S6iizYF0vS29Yy7o33sbCjSupzOkcf6LIexTcU+S9jHYsi7yXX3y7SUCSJEmSJEmSJF0uLAySJEnSZeHIQ7t54L9/nnJXhQXrV7L8eRtZdHWV+et7qXQ1/29xtM2WJEmSJEmSJEnSTGBhkCRJmjGKTAKKCobWhNJhoik/RSYGRRN8IuqBExtNyWkE5oqe+2hi0PDxAcqdFW790Lsod1RGHVPkexQ99x2BkxZNdfrzt5kGJEmSJEmSJEmSzon+7kaSJEma+UqlMYuCJEmSJEmSJEmSZhsLgyRJkiRJkiRJkiRJkqRZyFZikiRpWrjjk+3bhEVbhEVbS4VaPUUXLbBlV6TNVpGiy0UqyiPtxqJrRs9DtOXYdBX5fv3zt9siTJIkSZIkSZIkTZyJQZIkSZIkSZIkSZIkSdIsZGKQJEmaVK/87fGTgD7wnHfyni/9XCgdJppGExaYL7pkZP/RZJtKYEw0FakRSDIqB9OOijz/haYiTTClaLzh0fcodMqC+/rLd5oGJEmSJEmSJEmSJoeJQZIkSZIkSZIkSZIkSdIsZGKQJEm6YHd8cvw0oIgcGGrAcCCqJZySE1w7UiEdnSuUDhNM5smD4yJKBc5VZEV56LxG3+8JjquPs3gl+CIj6UlfeY9JQJIkSZIkSZIkaWqZGCRJkiRJkiRJkiRJkiTNQhYGSZIkSZIkSZIkSZIkSbOQrcQkSdIzvPBjF98iLCrPYag+fnunyRJZMtilKtbmLDhZpJVYgR3CwpNN21ZikTGDwwzsO9Z22uj34T/8oG3CJEmSJEmSJEnS9GdhkCRJkmad+sAQJx7by4lHaxzfWuPkzn3kww0WXF2d6q1JkiRJkiRJkiRdMhYGSZJ0mbntNy9dGlBEDgzn8WSeSy2azFMPvIDoawytWeBk5QKTjKJCCUsTMHzqDCe27eX41j2ceLSfU7v2kzdyelYtYf7mKr13XMfCTVW6Fs0dd+3/916TgCRJkiRJkiRJ0uxhYZAkSZJmnKHjAxzf1kwDOr61xqknDwIl5l65jPmb+ui78wYWbOqjY/6cp55TZCs0SZIkSZIkSZKkmcDCIEmSZolbPhJLAioVmPpSlGh6zDTc+oQUmZJT5DlrhBeNDize0NFTzSKgR5tfA3sOQ7nEvDUrWLTlCq54zXOZv6GPjrldY87xj6YBSZIkSZIkSZKky4yFQZIkSTPM4KETTxXJDOw5TD5OldBML6YCGD45wJl9xyh1lJm3tpclN6xl/vfdxvz1K6nM6aQ8G16kJEmSJEmSJEnSJLAwSJIkaRrL85zBA8c5vrXGiVZazuCB45Q6K8xfv5J5G1ZSqozdJGs6JkRNVKW7k/kbVjJvbS/lLv/vqyRJkiRJkiRJUpS/WZEkaQa47aPt24QV2Q5q7DKT4uU022JFUl+K7mRVaGuvoubJc071H+XE1j2cfLSfE4/WGDpyknJ3J/M2rGTZC65h/qYq89asoNxRKWTNqSgeKnJJW4RJkiRJkiRJkiSNzsIgSZKkKZQ3cgZqhzm+dQ8nHq1x4tF+ho+fpjK3i3kb+1jx0mcxf1MfPVcuf1oy0KUs3pIkSZIkSZIkSdLMNGWFQSmlLwMvDg7flWXZ2sCcdwLvBm4FVgLHgEeBzwD3Zll28oI2K0nSJLnlI+2TgIoWKSiJpPcAodiXduuVgI4y1AORO5ExQKHRQtGponvLGw1OP3GwVQRU4+S2fuonz9CxYA7zNlZZ+aobWbC5Ss+qJZTKF98iLDKuUuBcRRYsffUHTAKSJEmSJEmSJEm6GLMiMSil1A18AnjzeQ+taH3dDvxwSul1WZb9yyXeniRJuozl9Qandu1vFgJtrXHysX4aA0N0LJrL/E1Vqnc/l/kbq3RXF1NqVd6YBiRJkiRJkiRJkqQiTJfCoNe2efxUm8c/CbypdXwQuBf4NrAceBvwPGADcF9K6ZYsy564iL1KkhQSSQNqRCcLpNFEU34i4yrBypQi0mhKJeiswPBQ+7nyApOAosIpRS2NoWFO7dzPia3NRKBT2/fSGBymc+l8FmyucsX33cb8TVW6Vyx8qhDofOMEBT0lmvITGRf93ol8X0Tn+tI7TQOSJEmSJEmSJEmabNOiMCjLss9d6HNTSndzrijoceCFWZY9PuLxXwc+SrPFWBX4H8D3XfBmJUmSxvDkp77Gwb97iHy4TnfvIuZt6mPprZuYv6lK17IFJgFJkiRJkiRJkiTpkpoWhUEX6YMjjt8/sigIIMuyRkrph4GXAlcBb0gpXZ9l2Xcu4R4lSdJl4MQje1ic1rPqNc+jc/G8qd6OJEmSJEmSJEmSLnMzujAopbQJuKF189Esy74w2rgsy06nlD4C/HzrrjcCFgZJki5IpEUYxNqERRNkwi3HIgKtnoLdoEL7bzdXaQLrTYloK7HWi+juXTRmUVC4ZVcBLdrO6oi0JQt+I0bW/Mt32CJMkiRJkiRJkiRpupjpHS1eOeL4i23G3jfi+M5J2IskSZIkSZIkSZIkSZI0bUyLxKCU0ueBm4BlwHHgCeArwG9mWXb/OE+9fsTxN9oscz9QByrAlpRSKcuyaAaAJOkyEU0DKko0CShywYrOVQ5MlgfTaEJrtlkvBxp5bK58hl+5p+v2o+f1L99pGpAkSZIkSZIkSdJMMl0Sg+4C+oBOYCnwHOBHgG+llD6WUuoZ43mbRxzvHG+BLMuGgd2tm/OA1RezYUmSJEmSJEmSJEmSJGk6m+rEoIM0W4B9A9gDlIC1wHcDt7fGvBu4KqV0Z6u4Z6TFI44PBNe7asRzn7yQTUuSZp7nBpOAKoGknHowXSWSwhJNaomk6VRiUxWS8jORce2qkPMchhvQCGysMQWRO9E1n/Y6x3hO+LQGBjaCqU6R79e/fbdJQJIkSZIkSZIkSbPRVBYGfQDIsiwbGuWxX0wpvRb4HWAu8FLgJ4FfOG/c/BHHA4E1T484XjDWoJTS+4D3Adxzzz3cddddgaklSdPZLz7vnaFxkVqLQmtTokVGgTGlYKFIRIFTtbV63jJ+Lr0zVkg1+du5KD8090u86MqbeOuto3+/hc9rYGCR79Hu3bvbD5IkzUhDQ0P+d16SpEnktVaSpMnltVaS4lavHr1xVimPRhVMgZTSW4H/27p5FFiZZdmZEY9vBTa1bm7Ksmxbm/m+yrkkotuzLPuHdnvYvXt3PtbJkyTNHJdFYlCwUiQyrlxgs9F2U/1ceic/nX2SgfNzAUcxrRODSvDwf/4Mi29eT9+rbhpzTERH4PxH36PI+/337zExSJJmq927d4/5AwFJknTxvNZKkjS5vNZK0oSM+luhqW4lNq4sy343pfTTwNXAIuD5wJdGDDkx4nhOYMqeEcfHL36HkqSplu4truAHYkU/0WKeeqCap8jWUuEImUBBSaMenKsAOTBYb7YTayfUBq1oke+JeoMTTxygfuoMjRyGx3hO9P94Rb4PI63XAP7hvRb9SJIkSZIkSZIkXa6mdWFQy5dpFgYBXMPTC4OOjDheHphr2RjPlSRJCmsM1Tm9ax8nt9U4+WiN09v30hgcpnPJPOau7Z3q7UmSJEmSJEmSJEnAzCgMOjjiePF5j20FXtI6XjveJCmlDuBsztxJwGaUkjTN3fh/2qcBRVouQbztUiSFJZoYFBkWbUtW2IJAHniN0fChIuR5My0o0rJrIqerMTjMmb1HJvakcdRPDXBqWz8nt9U4vXMf+VCdruULmbupyuI3bWLepipdyxaMu9Fw4lFgz996n0lAkiRJkiRJkiRJGt9MKAwaL+XnOyOObwY+Mc48NwCV1vGDWZYV+atYSZI0xeoDg5zevpeTj9Y4ua3GwK795JF+bhPQ3beYuRurLH3BtczdWKVz8bynHruUxVSSJEmSJEmSJElSxEwoDHrxiOOt5z32xRHHr2wzz50jju+7qB1Jki7Ktb/WPgkIYE5n+zHlYDVGR3DccKBsNFpqEkoWKrBMtR4cV4qsGa1yKWCunOZ5jyQGjVQ/dYZTj/Vz8tEapx6rMfDEAWjkdK9eytwNVZa95FnMuXI5pY5K+8nGUWrtv9zVQWVu90XNFf3e+ed7TAOSJEmSJEmSJEnSxZvWhUEppbcA17RuHgf+fuTjWZY9mlL6FnAjsCml9Kosy/58lHnmAO8dcdenJmnLkiRpkgwfP82pbbWnioHO7DkIlJhz5XLmbuxjxStvZO6GPirz5hS6bskoIEmSJEmSJEmSJM1QU1IYlFL6N8A/Zln2j+OMeQ3w0RF3/UqWZQOjDP1Z4HOt499IKb0oy7LHR8xTBn4duKp112eyLPsOkiRpWhs6crJZCLSt2RpssP8IlEv0rOll/pYr6f3e5zJ3fR+Vnq6p3qokSZIkSZIkSZI0LU1VYtAdwK+mlB4B/hp4AGj+2T+sBb4HuH3E+L8BfnG0ibIs++OU0h8AbwLWAN9MKX0Y+DawDHgH8LzW8Brw74p+MZKkczZ9qH2bsO5gZ6dKIKmloxybK9pyLNTNqsD2X0UKtS4jtv3G4DCnd+3n1LYa9VNnLmpf7Xz4a8fYs+eBc2u3WoQN7j9GqaNCz9peFt6wnrmbqsxb10u5u32PuWjKT+TbJ/q9E/GtH7JFmCRJkiRJkiRJki6dqW4ldnXrayw58BHgx7IsGxxn3DtbY99Msxjop0YZ8xjwuizLnrjAvUqSNGs1zgxxasdeTm3r59S2Gqd37iMfrtO1YiEdi+ZN6trbjj7CwNEDT90ud3Ww6JbNzN1YpWfNCsqd5/7vim29JEmSJEmSJEmSpLipKgz698CfAbcCzwF6geWt/RwBtgJ/D3w8y7Kt7SbLsuwM8JaU0ieB97Tm7QWOA48CnwbuzbLsZOGvRJIuE5EkIIglsERrOyJFII1gSs5gIzauHhgXXTMyrsjwoei+AOqnBzm9vVUE9Fg/p3ftg0ZOV98S5m6ssvgF19KzsUrnJBcFAfzy89/Jj371k1QC3zzRwqCOaGJQYFw5mEr1T+81DUiSJEmSJEmSJEnTy5QUBmVZ9hjNBJ+PFjzvfcB9Rc4pSdJsUD85wKnHWoVA22oMPHkQyOlevYy5G6osvePZ9Gzoo2NBz1RvVZIkSZIkSZIkSVJBprqVmCRpGoikAQVDU0KiwTbDkfSe4FzRpJnImtH9R9KHJsvw8dOc2lZ7qhDoTO0QlErMuWI58zavYsVdNzN3Qx+Vud2jPj96viLD2qXylErQVYmtF0n4aU4aHBdgEpAkSZIkSZIkSZJmKguDJEmaxvLhOqcf38/pVpHPmT2HyPM2pUk51I+fhkqZnqtWMP+6q1jxmlvoWbeSypyueHGNJEmSJEmSJEmSpBnNwiBJkqaRxuAwp3ft4/SjrbSfnXvJh+p0LlvA3I1V5l+/hlKlfX5T5/KF9KxbSbnLS70kSZIkSZIkSZJ0ufK3hZI0i2363+1bhEGsPVORKTNFttiKbiu6/0grsYg8zxnaf5RTj9YY2HMI2qT85HnO4J7DDDy+j3y4QVfvIno2Vll029X0bKzStWR+2zWjrzEyLlB7BMRajlUCrcQ6g63Eig47+qf32SZMkiRJkiRJkiRJs5eFQZIkFSBv5Az2H+ZUq+XXqcdq1I+dptzTxZwrllPqGL3SZmS5UPfqpSx+8XXM3VilY+HcS7NxSZIkSZIkSZIkSbOWhUGSNENtDKQBRdJcoNgEmUgaUDSVZ/yMnaaiE4MiawLkjQZndh9qtvvaVuP0YzXqJ89QmddNz4YqS192A3M3VulevZRSeeyTV2QCTvQ1jlGj9DTR9zs0V7vEIKC7Etx/8DV+5d0mAUmSJEmSJEmSJEkWBkmSFJDXGww8cYDTrUSg09v7aZwepLKgh7kbqyy7KzF3Y5WuviWUiuy7JkmSJEmSJEmSJEkXyMIgSZpm1v1q+yQggI5Iyk+B9Sl5MEonMmw4GssTSRYKvsZKcMmnlh6qM/D4fk5v28Opbf2c3t5PPjhMx5J5zN1YpffuW5i7qUrnikWUotFMo4gk7gCh1xmdqyswrjN4wiJrdrYZUy7B3M5YwtVfvN0kIEmSJEmSJEmSJCnKwiBJ0qyW5znDB49z4rFW0s9j/dRPDrR/3tAw+XCDzuUL6NlYZeUbX0DPhj46ly2gfBGFQJIkSZIkSZIkSZJ0qVgYJEmaVfI8Z2jfUU5vq3F6W42Bx2oMHzlJqbuTnvUrWXTr1XQsntd2nnJXB3PW9tK5ZP4l2LUkSZIkSZIkSZIkFc/CIEm6hNb9r/ZtwsoFhtHUI624INSmqhxs/9UIjIu2JQt1EmvkDPYf5vS2PQw81s/px2rUj5+m3NPFnPV9LHrx9fRsqNJz5XJKlfZ9ryLnP/oelQNttqLt3iIhRdFWYpF9Rb8NI+Mib3cO/KVtwiRJkiRJkiRJkqRCWRgkSZpR8kaDwd0HOf1YjYFtNQa299M4dYbyvDn0bOhjyctvpGdDH12rllIaUQFj9y9JkiRJkiRJkiRJlxsLgySpAGsDSUBQbHHKcDQNKCKSkhOcql5gYhAlyOsNzjyxn4FtNU5vbxYC5QNDVBbOZc6GKste/Vx6Nlbp7FtMaZwTXGQSU1jkXASnCiXzRJOYAt87jeAbPhxY82/eMX4S0O7du/mrNmMkSZIkSZIkSZIkTZyFQZKkaSUfGubM4/s5s73G4GM1BnbuJR8cpmPJ/GYh0Gtuo2dDlY7lCymVSqG2WJIkSZIkSZIkSZJ0ObIwSJLaWPM/26cBRdNoKoFx9WASUCSZJ6oUmCsaUNQIzDUy2KcxOMzgzr2ceazGme01zuzaB8N1OpYvpGdjlRXP3cScjVU6ly4Yda7IOQXoKLKAaArShyJvdzgxKLD/6Pv91Xeb9CNJkiRJkiRJkiRNVxYGSZKmzOCeg+z9X59rFgKtXEL3hj7m334t3eurVBbNo6sy1TuUJEmSJEmSJEmSpJnLwiBJ0pSpHzsFw3VW/cz3U1k0b6q3I0mSJEmSJEmSJEmzioVBki5b1f/evkUYQHfgv5SFthKLTRVq2RUV2X50uUg7q3KjweDuAww8sKt5e96c0fcV2Fi0lVgl2Eossma0K1lkriIVudw//IAtwiRJkiRJkiRJkqSZzsIgSdKky4frDD6xn8HttebXzr3kZ4aoLJrHvNu3xKt2JEmSJEmSJEmSJElhFgZJmnWiSUBRkRSWaGJQZFyBQUCh9B6ARni+nPqh4wzXDpG3m7yRM7z3MIOP1Rh8fC8M1aksXUDX+ipLXns7czZUqSxdQGmcWJ1IGlA5WFPUERwXWTOaBFQPnP/oexQRnSp7r2lAkiRJkiRJkiRJ0uXAwiBJ0pjyPKd+4GizuGd7jTPbazSOnGxWSwWqYyrLFtK1vsriW66ma32VyuL5AHQaECRJkiRJkiRJkiRJk87CIEkzSl+BaUBFpvwU2QmrEYx9KTRppjVX3sgZ3neYobMtv7bXaBw/TWlOF13r+pj3/Ovp2lClc/VySmO86CITliLDOoJzRZKAIJYGFEkCgth7VOT7+I17TAKSJEmSJEmSJEmSdI6FQZJ0GcsbDYZrhxh4rNZMBdpRIz91htLcbrrWV5n3khvoWl+lo7qUcpHVT5IkSZIkSZIkSZKkSWdhkCRdRvJ6g6EnDzzVFmxwRz/5wCDlBT10ra+y4JWJzvVVOnqXUIrG+kiSJEmSJEmSJEmSpiULgyRNC0W2CCu6nKURGDNUL269emRBINKBqjFUZ+iJ/Qxu38PgYzWGdu0lHxymvHhesxDou2+la30fHSsWUWrTQ6vI81pg96zwXMHTSh4YGG0lFtlcdKr7f8g2YZIkSZIkSZIkSZImxsIgSZpF8sFhBnftZXB7rfm1ax8M16ksW0jX+io9N21qJgItXfC057WpCZIkSZIkSZIkSZIkzUAWBkmadJE0oDwYmxLpbhXtgBUthikHxgxF42gCGhOI02kMDDJ0thDosRpDT+6HeoNK72K61ldZfOu1dK2vUlk0b9x5Cj2vgTEdkZM6gTWLFElsCgcGBQb+8/tNApIkSZIkSZIkSZI0OSwMkqQZpHHqDIM7+5tFQDtqDO0+AI2cjupSutZXmfeiZ9G5vkplfg9gEpAkSZIkSZIkSZIkXc4sDJJ0waqBJCCIpaaE03sC46JpNPVg7Etk3HAwMWiidTqNE6cZ3NH/VCLQcP9BoETH6uV0r+9j/stupGtdH+W5c0Z9fjRxJ3LOKgW+R5XgexR9LyOi79FEEpvaMQ1IkiRJkiRJkiRJ0lSyMEiSppH60ZMMnG0LtqOf4b2HoVyi88peuq+5kgV3PZfOtX2U53SZBiRJkiRJkiRJkiRJGpeFQZI0hYYPHW+mAW2vcWZ7jfqBY9BRofOqXrqftY4Fd99O55peyl2dU71VSZIkSZIkSZIkSdIMY2GQpFGt/OVYm7CiRFteRcZFk3QawdZSkRZUkfZTeZ5TP3iMoVYi0OCOGo3DJ6Czg661K5lz82a61lfpunIFpc72/3mOvMxo+6/IuGhbr8h7FO3WFWnjVgpOFv0ei7BFmCRJkiRJkiRJkqSZwMIgSZokeZ5T33fkqSKgoe01GsdOUZrTSefaPubetoXO9VU6r1hBqXKu6sYOYZIkSZIkSZIkSZKkIlgYJF1mei9xEhAEE2SCqS+hkJ9gElAk5Sc6Ls8hb+QM9x9iaHuNoe17GNzRT35ygNLcbjrX9TH3Rc+mc/0qOlYtpVQuP+P5Z5WDyTyVwLjoXJFxRaY6RVKYAOqBcZHzAOFvC75tGpAkSZIkSZIkSZKkWcLCIEm6QHm9wfCeA81EoO01hnb2k58epDS/h671Vea97Ca61q+isnIJpSL7WEmSJEmSJEmSJEmSFDBlhUEppUXAK4GXADcBG4GFwAngceCrwMezLPunNvN8AnhndN0sy/ztvGatFf+tfRpQtD6lFBhX5P+Y6sH0nsiw4FTh1Jqz5ywfrjP85H6GtjcLgYZ37iUfHKK8aB6d66rMf9UtdK6vUlmxiNIYJ7DI+qBIylI0iSkyLpq4E0lYis4VCQOKnlKTgCRJkiRJkiRJkiRdbqakMCil9BPAzwHdozy8uPX1bOD9KaXfAe7JsuzUJdugJI3i2O/+NYPf2Ul56QI611eZf/ftdK6vUl66gHKkkkqSJEmSJEmSJEmSpEtoqhKDNnOuKGg78FfA/cABYAnwUuD1QAV4G9CbUnpVlmXtQibuAfZNxoYlKT85QM/zr2f+3bdP9VYkSZIkSZIkSZIkSWprqgqDcuDzwC9nWfa3ozx+b0rphcAXgPnAK2i2C/t4m3n/IsuynUVuVJoOlv1S+xZhAJVA36VoK6vIuOhcQ4G+UfVgb6k8sGYjuK9Iyys473WOcZKjgUGRc1Zk+FChrcSC+4rMFX2J5cD39Lf/lS3CJEmSJEmSJEmSJGk0gV+5ToqfyLLsu8coCgIgy7KvAB8Ycde7Jn1XkiRJkiRJkiRJkiRJ0iwxJYlBWZYdDg79NPCh1vGzJmk70pRa/t9iaUARkRSWaMpPJH2oUmBiUDDYhnpkYHCyaGJQCagfO0Xj9CAlRj/PRZ7XaJpOJFmowPAhGsFUp8iwjuDGHvhh04AkSZIkSZIkSZIk6UJNVSuxqOMjjnumbBeSLjuNIycY3r6H4Z39nNhRo37gKFTKVF5kjaIkSZIkSZIkSZIkaWaY7oVB14843hUY/5GU0tXASuA0sAf4KvDbWZb93STsTxrTsl+KJQFFQmuiaTSRcZHEmui4PJi4Ex0XEU35mYg8z2kcPEZ9Z43h7TWGd/aTHz4OnRUqV61kzk0b6VpfpfOqXkqdo/9nM5wYFBgXnSsY4BObq8DzGpnq0R81CUiSJEmSJEmSJEmSJtt0Lwx634jjzwfGv2zEcRewCLgW+MGU0ueBd2RZdqjA/UmagfI8p7H/CMM7atR31BjeUSM/dgq6OulY20fX866hY12VyuoVlDoqzJnu/6WUJEmSJEmSJEmSJGkU0/bX3Sml24F3t24OAP9znOHHgb8Evg48AdSBK4BXtL4AXg38bUrp+VmWHZuUTUualvJGTmPvIYZbRUD1HTXykwMwp4uOdX10v+DZVNZVqVSXUYpGKkmSJEmSJEmSJEmSNM2V8iJ7/BQkpdQHZMDq1l0/nmXZfx9j7M3Aw1mWnRzj8RcCnwF6W3d9NMuy97ZZ/3200oruueeem++6666JvwjNavf3RzrbFSfYWSo0MDxXgS51m6r68DDbtz7Kd755Pw98834euP+fOXHsOIuWLOa6G2/g+puaX2s3bqBcbl8IFGntFT2vpQLfgOn3X++mZ/WumeotaIYZGhqis7NzqrchSdKs5HVWkqTJ5bVWkqTJ5bVWkuJWr1496m+jp11hUEppHvAl4Hmtuz4PfE+WZRe80ZTS84Gv0PzdfR1Yk2XZ7shzd+/ena9evbr9QF1Wlv7SPZd0vUqwmKQjEHYTGQOxApZowc/AcPsx9UZsrtHWzIfr1Hfvp76zv5kItKsfzgxRWjCXyrpqsy3YuirlFYspjXhhkYIfgJ7A/9/sDJ7Xzkr7MdHaoeHI+Q++R0VeCXb+2w8XOJsuB7t378ZrrSRJk8PrrCRJk8trrSRJk8trrSRNyKi/ap5WrcRSSnOAP+FcUdBXgTddTFEQQJZlX00p/QXwSqDS+vdjFzOnZqdll7jgB2JFINECnMi4enSuQKFOtK4wUvQzkVShfGiY+hP7qO+oMbyzn/rj/TBUp7R4Ph3rqnR9921U1lYpL1v4tEKgCxV5ndH9R89/RJF1nZGztMOCH0mSJEmSJEmSJEmaUaZNYVBKqQv4LHBH666vA3eN1SLsAnyZZkEQwDUFzSnpEsgHh6jv2svwzhr1HTXqT+yDeoPyskVU1lXpvGkTHWurlJcsAIpt1yVJkiRJkiRJkiRJ0kw1LQqDUkqdwKeBV7Xu+hZwZ5Zlxwpc5uCI48UFzqsZIJoEFE19iRSeRNtURYaFU34C4/KLaNn1jLmK3NfI44FB6rv6m4lAO2o0du+HRk65d0kzEei26+hY20d54bxR5yry3EPBhUYTPBcXK7p104AkSZIkSZIkSZIkafaZ8sKglFIH8HvA97bu+jbw8izLDhe81LIRx0cKnlvSRWicGmi2BNvRTARq1A4COeW+ZVTWVel64XOorO2jPL8nXPQjSZIkSZIkSZIkSdLlbkoLg1JKFeB3gNe37noQeFmWZQfHftYFe/GI462TML+koMbxU9R39jO8Yw/1nf00+g9BuUR51XIqG1bR/bKbqazpo9TTPdVblSRJkiRJkiRJkiRpxpqywqCUUhn4GPCm1l2PAC/NsmzfJKz1fOCVrZsN4ItFr6Gps/KX27cJi7YIi7ZwKkfGBJNtKoFxw8OxueqRQQW2/4qqHz3xVBpQfUeNxoGjUClTuWIFHddcReVVt9JxVS+l7q62c0XOa0fkDSLeZivyHoWTjALjou3eImvaIkySJEmSJEmSJEmSLl9TUhiUUioBHwbe0bprG3BHlmX9E5znHUAN+Kssy0YtY0gpvQD4Q879Ov63six74oI2LqmtPM/JDx9neEeN4bOFQIeOQ0eFylUr6Xj2BirrVlG5qpdS57n/BNkhTJIkSZIkSZIkSZKkYk1VYtAvAD/YOh4CfhV4Xkqp3fP+IsuyUyNu3wT8KPBESumLwLeB/TSDU64AXtH6Oltz8ADwY0W8AE2+SBIQxAJwouE34dCXAhNkInNF1YNJMxE5kJ8Zov74Xuq1A+0jhPKcxv4j1HfUyI+ehK4OKmv66EjXUFlXpbJ6BaWOyphPLzJhKTIGoBJMFookEEUTlhoFvkemAUmSJEmSJEmSJEmSxjNVhUG3jzjuBD4UfN46YOco91/JuUKjsfwR8N4sy44E15IuO/npMwzv6qfeSvtp7GkWBJWWLhy3qOes0pIFdN12PZV1VcqrllOKVt5IkiRJkiRJkiRJkqTCTVVhUFF+GciA22imB60ElgNzgKPADuBrNNuHfXOqNqln6g2mAUVEk1outXCCTGBckXONlJ8coL6z1vzaUaPRfxAoUa4uo7KuSteLb6Syto/S3DkTm/js/K39RNKAwolBgVqjSMLPRNYs8j2KJEQ9/mMmAUmSJEmSJEmSJEmSLt6UFAZlWfZdBc2zG/id1pekNhrHTzULgM4WAu07DOUS5dUrqGy8gq6XP5fKmj5Kc7qmequSJEmSJEmSJEmSJOkizfTEIEnjaBw58VQaUH1njfzAUaiUKV/ZS2XLWrpefRuVK1dS6u6c6q1KkiRJkiRJkiRJkqSCWRikQkVbhEXaLuUFts+KzkWwtVS9ERgTXDK03gRbhDWOnGDgN/+M/NAx6KxQvqqPjudsorKuj44reyl1tv+ffuRURNpiRecqUvR0DQfeR4i1HIueC9uESZIkSZIkSZIkSZIuFQuDpFkoP3Kc/NAx5rz7Lsprq5Q6Kk89Fi1gkSRJkiRJkiRJkiRJM5uFQQpb8d/apwFFk1oiKT9RocSg4FzRZKHIuCILcKLnq1KC/PQZGk/ub95eveJpRUEQT++plNuPiSTpRE1FvVI0iSnyOk0CkiRJkiRJkiRJkiRNNxYGSTNcfvI0jZ016jtq5Dv7aew9CJQor6tCV+dUb0+SJEmSJEmSJEmSJE0RC4PE8kASUFQ0cadIkSWjaTTRlJ+hRnFrTvSc5cdOUt9Ro7GrRmNHjXz/EaiUKa9eQcfVV1K583lUrlpJaU7XqM+PJAFBM32o7ZjgXJFzUeS3Tj3w/kD83D/x70wDkiRJkiRJkiRJkiTNPBYGSdNc4/Bx6jubRUCNXTXyg8ego0L5il4q16+nvLZK+cqVlLo66AgW6kiSJEmSJEmSJEmSpNnPwiBpGsnznPzgsWZrsFYxUH70BHR2UL5qJZUbNlNeV6V8RS+ljspUb1eSJEmSJEmSJEmSJE1jFgbNckt/qX2bsGjLq4hoO6ipaDlWpMj2I68xz3Maew/T2NVPY8ceGrv64fgp6O6kvKaPyi1bKK+tUlm9glKgb1c50v4r+IZ3BuqOoglFjcC5GA62/4rMFf2e3vvjtgiTJEmSJEmSJEmSJM1eFgZJl1DeaJDvPURjRysRaGc/nBqAnm7Ka6t0vODZlNeuotS3lFL5XNVNqcjqLUmSJEmSJEmSJEmSdFmwMGiGiiQBRUXDeyJpNI0CU1+iInNF9g7xJKPwuHqDvHaAxs5a82tXPwwMwvweymuqdNxxM+U1VUq9SyiNs8loYVDkdUbPRWRYtF4p8h4Vee73/YRJQJIkSZIkSZIkSZIkWRgkFSgfrpPv3n+uEOjxvTA4BAvnNROBXnEL5bVVSssXUTIGSJIkSZIkSZIkSZIkTSILg6ahJf+1fRpQNPUlIlqfEklqiSYBhRJkYlNd8vQhOLe3PM/Jd/XT2L6Hxs4a+RN7YbgOSxZQWVul49W3U15XpbR4wZiFQJHzX2SaTpHndSiYEFUPjIue+/2mAUmSJEmSJEmSJEmSFGJhkHQR8j0HGPrNP6W0bBGldVUqN1/dTARaND/cZkuSJEmSJEmSJEmSJGkyWBgkXYzhOgCd77ub0tw5U7wZSZIkSZIkSZIkSZKkcywMuoQWB1qEQaxNWLSVWKRNVXSuoXpsXESRrcRCLc6Cc4X21WhA7SCNXTUajzwOQKlUekZCUJHvUZHpQ9G2ZJFzFp4rMO6ALcIkSZIkSZIkSZIkSSqUhUFSG3m9Qb5nP40dNfJdNRq7+uHMEMzvoby2SufrvotST/dUb1OSJEmSJEmSJEmSJOlpLAwqSDQNaDqKpr5EhoVTfiJjgpNFEnciiTXnr9l4aCf1f3yA/Im9MDQMi+ZTXlulcudtdKyrUlq2kNI4i0cTgyrl2LiI6JoR9Uh6UvC8HvxJ04AkSZIkSZIkSZIkSbrULAySxlD/xwfg9ACV73kB5bVVSosXPPVYucBiHkmSJEmSJEmSJEmSpMlgYVAb9/fv4vrf/rm246LJKRGRqRrBuQoMkAml7hR5Hop0QelDJSiv6aPjxs3PHBeYK5oEVCnwTYq8zEgSEMTO2eH/YBKQJEmSJEmSJEmSJEnTlbknkiRJkiRJkiRJkiRJ0ixkYZAkSZIkSZIkSZIkSZI0C9lKrCDR9kwRRXbjKrK1Vz3QvyzSbmwi40KKPPfHTtLYUaOxcw/57v3Qu+TC54q27CqwlViR5/WIbcIkSZIkSZIkSZIkSZrRLAzSZSvPczhynMbOGvnOGo2dNTh8HDoqlK7spXLr9VRuvnqqtylJkiRJkiRJkiRJknRBLAxqIyeWwhJJ0wmvGUiQiabMRPZeCs5VZGJQZFiet4p3Dh4l39VPXjsAjWduIrr/p819Zoj88X44ehK6Oihd2Uf5pqspr11FafUKSh2Vp+3jGc8PrBlO7ynweyfi6AdMApIkSZIkSZIkSZIk6XJgYZCmlbyRw4HDzRSfHTXyXTU4cRq6Oymt7oURBTtPPedCFuqoUL7lekprqpRWLadUKQNQYFcvSZIkSZIkSZIkSZKkKWVhUEHqF1SdMrrIVNE0miITgyJzjZauM+q4s/82GrD3EPnOVhHQrhqcOgM93bCmSukFN1BaU4W+pZTK5dH3H1gv+hrDIT+BgeWC14w4ZhqQJEmSJEmSJEmSJElqsTBIl1Reb0DtQDMRaFcNHu+HgUGY39MsAPquRGltFVYsoRStrJEkSZIkSZIkSZIkSdIzWBikSZUP12H3fvJdtWYq0BP9MDgMC+c1C4Befkvz32WLKEVjfSRJkiRJkiRJkiRJktSWhUEBkVZP0RZaEY3ipoq1Eptg+69xxwwNw5P7yHfuId9Zgyf3wXAdliygtLZK6a7nNwuBFi9oWwhUZJlQdK5obVJk2ETbqo3n+E/ZIkySJEmSJEmSJEmSJE2MhUG6KPmZIXiiv5kGtKsGu/dDvQHLF1Na0wc3X0tpTR+lRfOnequSJEmSJEmSJEmSJEmXFQuD2smLSwOKTtMIRgbljRz2H4ade8j7D8bigUYRTcl5+nnI4cAR2HOg+UDvUlhbpXzrs2BNH6X5c8edqxxYMzIGYuk9lXJsruiaEdGpjn7ANCBJkiRJkiRJkiRJklQ8C4NmkLzRgP6DsKvWbNP1eD+cPgNz58DqFdBxYW9nHq1gOb/u6Mo+Si+8Ea7qozR3DhAvMpIkSZIkSZIkSZIkSdLksjCojRyoB4J4CgoVetpceb0Be/bDrlrz6/F+ODME8+fC2irc8VxYU4UViymNUZFTZJ1OpOgnmrhTCYyLpvxM18SgQz9pEpAkSZIkSZIkSZIkSZo6FgZNI/nQMOze30wD2lWDJ/bC0DAsmt8sAHrlbc1/ly4csxBIkiRJkiRJkiRJkiRJgllWGJRSKgFvBN4O3ACsAA4BDwK/B3wiy7LhKdvgefLBIXhyH/nOGvmuGjy5D4brsHRhswDo2ZtgbZXS4gVTvVVJkiRJkiRJkiRJkiTNMLOmMCiltAT4DHDHeQ/1tb7uAN6fUnptlmWPT2Tu4Ub7MY1Iu7GBQXiiH3b1w84a7NnXfOKKJbCmD26+FtZUKS+c13auaGBQZFiR4UNF5hjl0f5sgUWjc0WXPPwfbBMmSZIkSZIkSZIkSZKmt1lRGJRS6gL+GHhh664ngHuBbcAVwHuAa4GbgD9PKd2WZdmxyd5XfmoAHu9vtgXb1Q+1A80KlZXLYG0Vbn82rOmjNK9nsrciSZIkSZIkSZIkSZKky8ysKAwC3s+5oqBvAi/Lsuzw2QdTSr8GfA54JbAF+E/Aj0cmznOoBxKD8hw4ebpVBNT62nuoGcdTXd5sDfaim+CqPujpfuZzRyiX269XDkbzRMZF5yoyDSiSUlTkelEmAUmSJEmSJEmSJEmSpNlixhcGpZQ6gP/YupkD7xhZFASQZdlASukdwHZgHvCvU0r/Ncuygxezdn7sJOyqke9sFQIdONKs6lm9AjZdBS+7Ba5cCd1dF7OMJEmSJEmSJEmSJEmSNGEzvjAIuANY0Tr+6yzLHhhtUJZl+1JKvw/8ANAN3A18LLJA42yiT6MBD2yH7bubhUCHj0FHBa7ohevWN1OBrlhJqWv00xpNwKkEBlYCqUJFzxVJFoq+xkhiUFRkqv0/YRKQJEmSJEmSJEmSJEm6vMyGwqBXjDi+r83Y+2gWBgHcSbAw6Cn7DsNnvwRrV8ENm5v/rloBHZVCC10kSZIkSZIkSZIkSZKkizUbCoOuH3H8jTZjszGeF9NoNP993R2wYO6Eny5JkiRJkiRJkiRJkiRdKrOhMGjziOOdbcY+CdSBCrAppVTKsixv85yQSGBQpBUXxFp7dUZbiV3iuaKvsci2ZLt+zDZhkiRJkiRJkiRJkiRJ5wuWhExri0ccHxhvYJZlw8Cx1s0OYN6EVlq6CN56J/R0TehpkiRJkiRJkiRJkiRJ0qU2GxKD5o84HgiMPw0saR0vAE6cPyCl9D7gfa2b9+RZdu9F7VCSJI1p9erVU70FSZJmLa+zkiRNLq+1kiRNLq+1knTxZkNhUOGyZiGQxUCSJEmSJEmSJEmSJEmasWZDK7GRiT9zAuN7RhwfL3gvkiRJkiRJkiRJkiRJ0rQwGwqDjow4Xj7ewJRSB7CwdXMIODlJe5IkSZIkSZIkSZIkSZKm1GwoDNo64nhtm7FXAJXW8bYsy/JJ2ZEkSZIkSZIkSZIkSZI0xWZDYdB3Rhzf3GZsGuN5kiRJkiRJkiRJkiRJ0qwyGwqDvjji+JVtxt454vi+SdiLJEmSJEmSJEmSJEmSNC3MhsKgvwH2t45fllK6brRBKaVe4M2tmwPAH1+CvUmSJEmSJEmSJEmSJElTYsYXBmVZNgz8QutmCfitlNKSkWNSSnOATwLzWnf9WpZlBy/dLiVJkiRJkiRJkiRJkqRLq5Tn+VTv4aKllLqAvwJe2LrrCeDDwDbgCuAHgGtbjz0I3J5l2dFR5ikBbwTeDtwArAAOtZ7ze8AnWoVIkiSpJaX0ZeDFweG7sixbG5jzTuDdwK3ASuAY8CjwGeDeLMtOXtBmJUmaRlJKFZqfVRNwc+vf5wA9rSE/m2XZByc4Z2HX0JTSbcB7aV7nqzTTd3cAfwT8nyzLDkxkb5IkXWpFXWtTSp8A3hldN8uyUnB/XmslSTNaSmkR8ErgJcBNwEZgIXACeBz4KvDxLMv+aQJz+rlWkgo2KwqDAFopQZ8B7hhn2DeB12ZZ9njRz5ck6XJVZGFQSqkb+ATn2n+O5jHgdVmW/UtwTUmSpqWU0h8CrxtnSLgwqMhraOuPZn4F+Lc0k3lHsxd4a5ZlX4rsT5KkqVDUtbbowiCvtZKk2SCl9BPAzwHdgeG/A9yTZdmpcebzc60kTZKOqd5AUbIsO5xSehnnEn9uBJYDh4EHgN+nWZH6jMSfVuLQH/P0xKF7OZc49B6af1lyE/DnKaXbsiw7NrmvSJKkGem1bR4f84NfyyeBN7WOD9K8Hn+b5jX9bcDzgA3AfSmlW7Ise+Ii9ipJ0lSrnHf7EM3r36YLmKvIa+gvAj/WOj4J/CbwdWA+8Hrg5TT/avOPU0ovzLLs/gvYryRJl0KR19qz7gH2XcTzwWutJGl22My5oqDtNLu73A8cAJYAL6V5XavQ/Fzam1J6VZZljTHm83OtJE2SWVMYBJBlWQ78QetrIt7PuaKgbwIvy7Ls8NkHU0q/BnyOZhTeFuA/AT9+sfuVJGm2ybLscxf63JTS3Zz74Pc48MKRKX0ppV8HPkozRrYK/A/g+y54s5IkTb2vAw8B3wC+kWXZjpTSu4CPT2SSIq+hKaUbgZ9o3TwKvOi8v8T8cErpg8DP0PyB6r2tH8jOjjhiSdJsU8i19jx/kWXZzgt9stdaSdIskgOfB345y7K/HeXxe1NKLwS+QPOa9gqaCXzPuA77uVaSJld5qjcw1VJKHcB/bN3MgXeMLAoCyLJsAHgHzYpSgH+dUlp26XYpSdJl4YMjjt9/fuvO1l+S/DDND4YAb0gpXX+J9iZJUuGyLPsvWZZ9IMuyz2RZtuMipvrgiOOLvYb+NOdi1n9qjHj2n6X5i1aA5wJ3XcimJUmabAVea4vktVaSNFv8RJZl3z1GURAAWZZ9BfjAiLveNcbQD4449nOtJBXssi8MAu4AVrSO/zrLsgdGG5Rl2T6a7cigGYt39yXYmyRJl4WU0ibghtbNR7Ms+8Jo47IsOw18ZMRdb5zkrUmSNK0VeQ1NKS0AXtW6eQz4xBhz5cCHRtz1ptHGSZKkp/NaK0maTc4PWhjHp0ccP+v8B/1cK0mTz8KgZmzdWfe1GTvy8TsnYS+SJF2uXjni+Ittxno9liTpnCKvoS+m+YcwAH+XZdmpceYauZbXY0mSYrzWSpIuR8dHHPeM8rifayVpklkYBCNj5r7RZmw2xvMkSRKQUvp8SqmWUhpMKR1MKd2fUvpQSumGNk+dyPX4fqDeOt6SUiqNM1aSpNmuyGtoeK4sy/YDu1o3V6SUetusLUnSbPGRlNLjKaUzKaUjKaUHU0ofSSm9KPBcr7WSpMvRyOvfrjaP+7lWkiaBhUGwecTxzjZjn+TcxWaTv4iUJOkZ7gL6gE5gKfAc4EeAb6WUPpZSGu0vQmAC1+Msy4aB3a2b84DVF7NhSZJmuCKvoRP5fAxP/4Hu5jFHSZI0u7wMuBLoAhYB1wI/CPxtSunPUkpLx3mu11pJ0uXofSOOPz/K436ulaRJZmEQLB5xfGC8ga2LzbHWzQ6aFxxJkgQHgd8F/j3wFuCtwE8BXxsx5t3An6aUOkZ5/uIRx+Nej0esN9pzJUm63CwecXyx19Ai55IkabY5DnwW+A/A9wNvBv4/4C9GjHk1zQKhhWPMsXjEsddaSdKsl1K6nebPhQEGgP85yrDFI479XCtJk2C0X8xdbuaPOB4IjD8NLGkdLwBOFL4jSZJmlg8AWZZlQ6M89osppdcCvwPMBV4K/CTwC+eNu5Dr8VkLJrBXSZJmmyKvoV6PJUka3YeAH86y7OQoj/1KSumFwGeAXpotTH4FeO8oY73WSpIuGymlPuBTnAuq+E9Zlj05ylA/10rSJDMxSJIkXZQsy/5hjKKgs4//EU//geiPp5S6J39nkiRJkiRdvCzLvjFGUdDZx78CvA7IW3e9O6Vk22tJ0mUrpTQP+GPOtfr6PM3CWUnSFLAw6OmJP3MC43tGHB8veC+SJM1KWZb9LvBI6+Yi4PnnDfF6LEnShSnyGur1WJKkC5Rl2Vc511asArxylGFeayVJs15KaQ7wJ8DzWnd9FXhTlmX5GE/xc60kTTILg+DIiOPl4w1MKXUAZ/tDDwFj/pWIJEl6hi+POL7mvMeOjDge93rcsmyM50qSdLk5MuL4Yq+hRc4lSdLl6Msjjs//3AteayVJs1xKqQv4LHBH666vA3eNl7yHn2sladJZGARbRxyvbTP2Cpp/7QGwbZzKVkmS9EwHRxwvPu+x8PW4Vah7NoL2JLD7YjcmSdIMVuQ1dCKfjwHWjPFcSZIuV+N97gWvtZKkWSyl1Al8GnhV665vAXdmWXaszVP9XCtJk8zCIPjOiOOb24xNYzxPkiS1N95fX0zkenwD5wp1H7RQV5J0mSvyGhqeK6W0gnM/QN2fZdm+NmtLknQ5aJc64LVWkjQrtQp2fg/43tZd3wZenmXZ4cDT/VwrSZPMwiD44ojj0fo+j3TniOP7JmEvkiTNZi8ecXz+X194PZYk6cIUeQ39MnCmdfyilFLPOHONXMvrsSRJTeN97gWvtZKkWSilVAF+B3h9664HgZdlWXZw7Gc9jZ9rJWmSWRgEfwPsbx2/LKV03WiDUkq9wJtbNweAP74Ee5MkaVZIKb0FuKZ18zjw9yMfz7LsUZrRsgCbUkqvYhQppTnAe0fc9amCtypJ0oxS5DU0y7ITwBdaNxcC7xpjrhLwIyPu+oOJ7VqSpNknpfR8zv2CscHTf8kJeK2VJM0+KaUy8DHgTa27HgFeOpH0HT/XStLku+wLg7IsGwZ+oXWzBPxWSmnJyDGtC80ngXmtu35tAlWukiTNWimlf5NSuqXNmNcAHx1x169kWTYwytCfHXH8Gymlq86bpwz8OnD2/s9kWWZrT0mSir2G/jxwNor9F1NKzx5lzE8DZ6///5Rl2ecvbNuSJE1/KaV3pJRe3voF4lhjXgB8lubPlwF+K8uyJ8YY7rVWkjQrtK6NHwbe0bprG3BHlmX9FzCdn2slaRKV8vz81ouXn5RSF/BXwAtbdz1B80K2DbgC+AHg2tZjDwK3Z1l29FLvU5Kk6Sal9Dngbpp/CfLXwAPAQZo/DF0LfA9w+4in/A1wZ5Zlg2PM9/uc++uSgzSvx98GltH8gPm81mM14JZxftAqSdK0l1JaR/Pz5kjPpnn9BPgK8HfnPf6HWZZ967z7Cr2GppT+K/CTrZsnaRb4fh2YTzMa/hWtx04AL8yy7P4xX6QkSVOoiGttSul/AT9K82fGX6R5fd0P1Gn+7PgVra+zRUEPAC/IsuzIOPvyWitJmvFSSv8F+EDr5hDw74AnA0/9iyzLTo0yn59rJWmSdEz1BqaDLMsGU0p3A58B7gCuBP7zKEO/CbzWoiBJkp7h6tbXWHLgI8CPjVUU1PLO1tg30/zA91OjjHkMeJ1FQZKkWWAN8B/HefyFnPsDlrO2cS5ifaQir6EfALpp/hJ0Xuvf8+0D3uIPTyVJ01yR19orgR9ss94fAe8dryioxWutJGk2GPkHoZ3Ah4LPWwfsHOV+P9dK0iQxMWiEVuTdG4G3AzcCy4HDNP/K4/eBj7daj0mSJCCltAF4CXAr8Bygl+b1swM4AmwF/p7mNXTrBOa9E3hPa95e4DjwKPBp4N4sy04W9yokSZoaKaXvopmmNxHvzrLsE+PMWdg1NKV0G/A+4EXAKmAA2A58DviNLMsOTHDvkiRdUkVca1NKq2l+7r0NuAlYSfNz7xzgKLAD+BrN9mHfnOD+vNZKkmaslNKXgRdfwFPXZVm2c5x5/VwrSQWzMEiSJEmSJEmSJEmSJEmahcpTvQFJkiRJkiRJkiRJkiRJxbMwSJIkSZIkSZIkSZIkSZqFLAySJEmSJEmSJEmSJEmSZiELgyRJkiRJkiRJkiRJkqRZyMIgSZIkSZIkSZIkSZIkaRayMEiSJEmSJEmSJEmSJEmahSwMkiRJkiRJkiRJkiRJkmYhC4MkSZIkSZIkSZIkSZKkWcjCIEmSJEmSJEmSJEmSJGkWsjBIkiRJkiRJkiRJkiRJmoUsDJIkSZIkSZIkSZIkSZJmof8fPLMGXQDlGfsAAAAASUVORK5CYII=", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "sakoechiba_alignment = dtw.dtw(ts, ts_shape, window=dtw.SakoeChiba(window_size=10))\n", "sakoechiba_alignment.plot()" ] }, { "cell_type": "markdown", "id": "b7b6164d", "metadata": {}, "source": [ "## Parallelogram Window (Itakura)\n", "\n", "The parameter `max_slope` controls the gradient of the steeper side of the parallelogram. For our time-series the window is somewhat wastefull as the optimal path does not deviate significantly from the diagonal. " ] }, { "cell_type": "code", "execution_count": 12, "id": "d0d50419", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "itakura_alignment = dtw.dtw(ts, ts_shape, window=dtw.Itakura(max_slope=1.5))\n", "itakura_alignment.plot()" ] }, { "cell_type": "markdown", "id": "db66f43a", "metadata": {}, "source": [ "## Comparison of the Different Alignments\n", "\n", "Though each of the windows will have resulted in different runtimes, the length of the paths are effectively identical. Were we to constrain the windows further or reduce the multi_grid_radius, we would find the optimal path to be a shorter than the rest." ] }, { "cell_type": "code", "execution_count": 13, "id": "9e9999c3", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "alignments = [\n", " exact_alignment,\n", " multigrid_alignment,\n", " sakoechiba_alignment,\n", " itakura_alignment,\n", "]\n", "names = [\"Exact (Optimal)\", \"Multi-Grid\", \"Sakoe-Chiba\", \"Itakura\"]\n", "distances = [align.distance() for align in alignments]\n", "\n", "plt.title(\"Absolute DTW Distance (Lower is Better)\")\n", "plt.bar(names, distances)\n", "\n", "alignment = multigrid_alignment" ] }, { "cell_type": "markdown", "id": "2ee7b298", "metadata": {}, "source": [ "## Visualizing the Alignment" ] }, { "cell_type": "code", "execution_count": 14, "id": "36e37917", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "alignment.plot_alignment(series2_y_offset=200)\n", "plt.gca().set_title(\"Warp Alignment\")" ] }, { "cell_type": "markdown", "id": "69f822d4", "metadata": {}, "source": [ "### Warped Time Series\n", "\n", "Once we have found an aligment, we can produce two warped series, of the same length. Since we've warped the time dimension, by default the new warped series are indexed by `pd.RangeIndex`. Now our simple pattern matches up with the series, despite them not doing so originally!" ] }, { "cell_type": "code", "execution_count": 15, "id": "fb312ad5", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "warped_ts, warped_ts_shape = alignment.warped()\n", "\n", "warped_ts.plot(label=\"Warped Sunspots\")\n", "warped_ts_shape.plot(label=\"Warped Shape\")" ] }, { "cell_type": "markdown", "id": "120655d3", "metadata": {}, "source": [ "## Quantitative Comparison\n", "\n", "We can again apply the `mae` metric, however this time to our warped series. If we were interested only in the similarity after warping, we could also just have called the helper function `dtw_metric`. Notice the ~65% reduction in the error between the warped series!" ] }, { "cell_type": "code", "execution_count": 16, "id": "09e6f367", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "warped_mae0 = mae(warped_ts, warped_ts_shape)\n", "warped_mae1 = dtw_metric(ts, ts_shape, metric=mae, multi_grid_radius=multi_grid_radius)\n", "\n", "plt.bar([\"Original\", \"Warped\", \"DTW Metric\"], [original_mae, warped_mae0, warped_mae1])" ] }, { "cell_type": "markdown", "id": "9f81d1e7", "metadata": {}, "source": [ "## Finding Matching Subsequences\n", "\n", "Given the alignment we can find matching subsequences of the two time series.\n", "\n", "1. The difference between two elements is smaller than some threshold\n", "2. The original pattern was not distorted\n", "3. The subsequence has some minimum length" ] }, { "cell_type": "code", "execution_count": 17, "id": "b0e22d65", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[RangeIndex(start=0, stop=5, step=1),\n", " RangeIndex(start=16, stop=23, step=1),\n", " RangeIndex(start=27, stop=33, step=1),\n", " RangeIndex(start=97, stop=108, step=1),\n", " RangeIndex(start=115, stop=121, step=1),\n", " RangeIndex(start=131, stop=138, step=1),\n", " RangeIndex(start=174, stop=180, step=1),\n", " RangeIndex(start=218, stop=223, step=1),\n", " RangeIndex(start=252, stop=258, step=1)]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "THRESHOLD = 20\n", "MATCH_MIN_LENGTH = 5\n", "\n", "path = alignment.path()\n", "path = path.reshape((-1,))\n", "\n", "warped_ts_values = warped_ts.univariate_values()\n", "warped_ts_shape_values = warped_ts_shape.univariate_values()\n", "\n", "within_threshold = (\n", " np.abs(warped_ts_values - warped_ts_shape_values) < THRESHOLD\n", ") # Criterion 1\n", "linear_match = np.diff(path[1::2]) == 1 # Criterion 2\n", "\n", "matches = np.logical_and(within_threshold, np.append(True, linear_match))\n", "if not matches[-1]:\n", " matches = np.append(matches, False)\n", "\n", "matched_ranges = []\n", "match_begin = 0\n", "\n", "last_m = False\n", "for i, m in enumerate(matches):\n", " if last_m and not m:\n", " match_end = i - 1\n", " match_len = match_end - match_begin\n", "\n", " if match_len >= MATCH_MIN_LENGTH: # Criterion 3\n", " matched_ranges.append(pd.RangeIndex(match_begin, i - 1))\n", " if not last_m and m:\n", " match_begin = i\n", " last_m = m\n", "\n", "matched_ranges" ] }, { "cell_type": "markdown", "id": "8ea8cc3a", "metadata": {}, "source": [ "## Visualizing the Matching Subsequences\n", "\n", "We can simply slice the warped shape series by the RangeIndex to extract the subsequence. " ] }, { "cell_type": "code", "execution_count": 18, "id": "7bf96770", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "warped_ts.plot()\n", "\n", "for r in matched_ranges:\n", " warped_ts_shape[r].plot(color=\"red\")\n", "\n", "plt.gca().get_legend().remove()" ] }, { "cell_type": "code", "execution_count": null, "id": "c157035d", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 5 }