{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "dd737d93-17ef-4024-b7cb-7d4965577283", "metadata": {}, "source": [ "# 2. The different model classes\n", "\n", "This section will show you the different models implemented in HMP\n", "\n", "First we simulate the data by calling the `demo` function, which is only used for this tutorial." ] }, { "cell_type": "code", "execution_count": 1, "id": "d27ddd19-5e27-407a-89d3-b48081434198", "metadata": { "scrolled": true, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Simulating /home/gabriel/ownCloud/projects/RUGUU/hmp/docs/source/notebooks/sample_data/demo_dataset_raw.fif\n", "/home/gabriel/ownCloud/projects/RUGUU/hmp/docs/source/notebooks/sample_data/demo_dataset_raw.fif simulated\n", "Processing participant /home/gabriel/ownCloud/projects/RUGUU/hmp/docs/source/notebooks/sample_data/demo_dataset_raw.fif's raw eeg\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "# Running the demo function in the simulation module\n", "from hmp.simulations import demo\n", "\n", "n_events = 5 #how many events are simulated in the demo\n", "# Performing simulation of trials\n", "epoch_data, sim_source_times, info = demo()" ] }, { "cell_type": "markdown", "id": "375af5ff", "metadata": {}, "source": [ "We preprocess the data as in Turorial 1 and we want 10 PC components (more on that for the next tutorial on real data):" ] }, { "cell_type": "code", "execution_count": 2, "id": "dfaccc5e-ac16-408b-a63f-60b2b087ae58", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "50 positively defined intervalsbetween 0.01 and inf seconds.\n", "Rejection summary: \n", " 0 trials rejected based on threshold of None \n", " 0 trials rejected based on interval limit of (0.01, inf) \n", " 0 trials detected with no interval (e.g. preprocessing or interval exceeding epoch)) \n" ] } ], "source": [ "from hmp.transformers import ProjPCA\n", "\n", "preprocessed = ProjPCA(epoch_data, n_comp=10, interval_id='rt')" ] }, { "cell_type": "markdown", "id": "7a4f8d47-3441-4378-a6da-506470485b35", "metadata": {}, "source": [ "And we create a standard template and distribution as in Tutorial 1, this will be used for all the model classes" ] }, { "cell_type": "code", "execution_count": 3, "id": "314d407c-cd33-492a-9f48-696afd3bfee3", "metadata": {}, "outputs": [], "source": [ "from hmp.patterns import HalfSine\n", "from hmp.trialdata import TrialData\n", "\n", "event_properties = HalfSine.create_expected(sfreq=epoch_data.sfreq)\n", "trial_data = TrialData.from_transformer(preprocessed, pattern=event_properties.template)" ] }, { "cell_type": "markdown", "id": "f61cb5c2", "metadata": {}, "source": [ "## Model with a fixed number of event with `EventModel`\n", "\n", "This type of model is the *basic* model used by HMP. All subsequent ones call this class implicitely.\n", "The model works with an a priori number of events defined in the `n_events` parameter" ] }, { "cell_type": "markdown", "id": "628bb4d1-9990-4376-aad6-edbdef876892", "metadata": {}, "source": [ "The EM algorithm (see previous documentation section [here](./1-How_HMP_works.ipynb)) is initiated with the starting point that all events are spread out evenly across the mean reaction time (RT) and that no channels are contributing to the events" ] }, { "cell_type": "code", "execution_count": 4, "id": "4000de50-2c3e-4793-bd0e-7785dd0be75b", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/models/event.py:580: RuntimeWarning: Convergence failed, estimation hit the maximum number of iterations: (0)\n", " warn(\n" ] } ], "source": [ "from hmp.models import EventModel\n", "\n", "model_null = EventModel(event_properties, n_events=n_events,\n", " max_iteration=0)#max_iteration=0 prevents from actually going through the EM\n", "model_null.fit(trial_data, verbose=False)# Just to illustrate the default starting points" ] }, { "cell_type": "code", "execution_count": 5, "id": "b25eee63-ce69-4189-a8db-ed13bea481fc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[[2. , 5.87166667],\n", " [2. , 5.87166667],\n", " [2. , 5.87166667],\n", " [2. , 5.87166667],\n", " [2. , 5.87166667],\n", " [2. , 5.87166667]]])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model_null.time_pars" ] }, { "cell_type": "code", "execution_count": 6, "id": "3a141bf9-d1ca-48eb-a28d-5ce4b16c18e7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[[0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n", " [0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n", " [0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n", " [0., 0., 0., 0., 0., 0., 0., 0., 0., 0.],\n", " [0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]]])" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model_null.channel_pars" ] }, { "cell_type": "markdown", "id": "4d3b3f4c-290c-48b6-a8de-5ab89d83aa1c", "metadata": {}, "source": [ "### Fit transform" ] }, { "cell_type": "markdown", "id": "67c8f80e-56dd-4fb3-bb25-b8d11d8a0f83", "metadata": {}, "source": [ "As seen previously, when fitting an `EventModel` both the time and channel parameters will get updated depending on the data. The time parameters will be updated to reflect the expected time interval between each event, and the channel parameters will be updated to reflect the expected contribution of each channel to each event." ] }, { "cell_type": "code", "execution_count": 7, "id": "660e429d-03da-4fcc-81ae-d85cfaf6ba59", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimating 5 events model with 1 starting point(s)\n" ] } ], "source": [ "model = EventModel(event_properties, n_events=n_events)\n", "\n", "#Fitting\n", "loglikelihood, estimates = model.fit_transform(trial_data)# Fits the model and returns the estimates as event probabilities per sample" ] }, { "cell_type": "markdown", "id": "b26f8d56-4c08-4a2e-a531-cf2b7c025f0f", "metadata": {}, "source": [ "Combined, these time and channel parameters define the event probabilities for each sample in the data. \n", "\n", "The `estimates` variable contains these probabilities, which can be visualized using the `plot_topo_timecourse` function." ] }, { "cell_type": "code", "execution_count": 8, "id": "db36b6ad-0aac-46a6-bf25-27b4d0c12d0b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from hmp.visu import plot_topo_timecourse\n", "\n", "#Visualizing\n", "plot_topo_timecourse(epoch_data, estimates, info, magnify=1, sensors=False, times_to_display=None)\n", "plt.vlines(np.mean(np.cumsum(sim_source_times,axis=1),axis=0)[:-1],\n", " np.repeat(0,n_events), np.repeat(1,n_events), zorder=10, color='k')" ] }, { "cell_type": "markdown", "id": "33e8d56a-523c-4634-a853-8fb0c105b61d", "metadata": {}, "source": [ "In this case HMP misses the 2nd event, which is not surprising as it is very close to the 1st one. The reason is that the EM algorithm is sensitive to the starting points given to the relative event onsets. By default, the `fit` method uses the starting point we illustrated above. But we can provide some informed one if we wanted:" ] }, { "cell_type": "markdown", "id": "af56d0af-32bb-439b-9a5d-9499b486e061", "metadata": {}, "source": [ "## Informed starting points" ] }, { "cell_type": "code", "execution_count": 9, "id": "e0cb1204-aa3e-4203-b34d-031133c3e403", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimating 5 events model\n" ] } ], "source": [ "time_parameters = np.array([[[[2. , 2.5],# Expecting a shorter inter-event duration\n", " [2. , 2.5],# Expecting a shorter inter-event duration\n", " [2. , 2.5],# Expecting a shorter inter-event duration\n", " [2. , 10],# Expecting a longer inter-event duration\n", " [2. , 10],# Expecting a longer inter-event duration\n", " [2. , 10]]]])# Expecting a longer inter-event duration\n", "# Estimating an informed model\n", "ll_informed, estimates_informed = model.fit_transform(trial_data, time_pars=time_parameters)# Providing the informed starting points" ] }, { "cell_type": "code", "execution_count": 10, "id": "5a24c2de-4aed-4e92-b149-a94474e29505", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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/f3Mvt93tcIfb92pcPPOX/MLr737A9evJhIYG3/K+tFotBAYEcC0hkepVKjLxtRdoXLcmPj4+OVouIO+3rcGtucPXfnp6Br+v38SoNyax9+ARIsJCSUpJwW7PfsbTZDIRFhpCQkIikRHhTBg1jEfatyI8LDRHy+XGuP4NDAxuQZrNQfnXfwXgwPhW+Fvzbg6Jf8KFbm1z9Xwxc5fn6vlym6ioKHr37k2fPn0oX758tvukp6ezePFipk2bRufOnXnxxRf/0TnyrqjhIgcjnmdkZLL0t9+Zu2gZv61dT3JKKpIkUbJYEVo0rk+p4kUoEBVGRJgfNoeDdt2HAfDtJ+NIS0vn1NnLbN99iDUbtrk7PNWrVOSRdi3p0fkhihaOzbGyurlbEc9zsN5Pnz3PnAU/s3DZb2zfvRcAi9lMkwa1qFm1CoULxRAQHkwmEgP6PgvAxzMnIew2rl6O48yp8/z55xaOnTiNEILAgABaNqlPt07tad+yKX5+vjlWVuDejjKfg+2WmZnJspVrmbtoGb+u+ZOk5BQkSaJ4kUK0aFKf0iWKUSAyhIggC3ank3a9XwLg22mvkZaewalzV9i57yi/r9+OTXNDqVapvPt+KV60cI6V1c293Ha3Qw6277kLF9335dadexBCYDabaFyvFrWqVaFI4Rii8oUgm2Ue7jEUgEXfTsaWaePCxTiOnTzH7+u2cejYSYQQBPj707xxPR7r2JaHWzfH398vx8oK5P22Nbg1OXjtp6Sksmj5SuYtXsbv6zeTnp6BJElULFeKpvXrULJYEaLzhRAebMXmcNC253AAvp72Gqmp6Zw6d5ktOw+yfssunIqCLMvUqV6VRzu0plvHdndGvDWufwMDg2wwRI3sufx4m1w9X9S3v+Tq+XKb+Ph4IiIi7tj+YIgat8WZcxf4cOZsZn47n8TrSdSoWomObZrTqmltShcJJsjPhnAmgjMRSAdJIjXdTnDF0QAkH3iTgAA/NV+8JJOeCQnJZr6at4XNO46yZsMu0tIyaNmkAc8N7E2b5o2RcipX9D0qaggh+PX3P5n62Sx+XfMnfn6+tG/RlLYtmvBAvWpkBlhIlB1csqcS70jDLhTs6Rm8WncAAFO2zsQvwBezBCYZzBJYMhSSTlxl8ZdLuXj2Mrt3HyA0JJj+PbswdEAvihQqmBPf/N7uPObA/XLuwkU+mvktM779gWsJiTxQuQId2zanVePalI0NJEhOQaRfhtQrYE8BWSI100lwm+kAJP0+jIAAH+1+kUjPhMRMP37feZFf/jzIT6u2kJqWTrNG9Rj2VG/aNm+CnFOzj/dy290OOXBfrl63kamfzWL5qj/w8bHSrnkT2rZoTIumtYnI54dfgAJSGpAKOEhNSSeowBMAJJ/7Qm1bIdQZZCAlycmxk0ms+H0fP/2ymc079hEUGEC/Ho/y7JNP5Jx4ldfb1uDW5MCz7fCxE3zw+dfMnreY1LQ0GtSuwcNtmtGyYXWKR/vib0kHZ4LWF8hQ+wJpdoJrTgAgacsrBPhZ3MdLy5C4mmxm5eazLP9jL7+s3YbD4aRD62YMG9ibRvVq3ft9AQMDg/80hqiRPXF9W+Xq+SK/+jVXz3c3WLp0KW3bts25PnsW8u6Vqzjh8n5IPAsRJUE2/eNDnL94iTcmT+eL734kMMCfAY93oX/39pSOsUP6KRCHwQ7CoXU6JNwDMRxO93GEoqjlkWVA4Odjws9P8HSvShw6ephL+99nwfK/mD7zd9r1eJJqlcrzxsvDaNuiyb/v0ChOiD8G9jSIqvCvvv+/Pu//Ue9CCFasXsfot6ey4699PFC5Al9Oe5uaLetwQkrhZGYSvylXEBnq/hIgS6poIXRVJaEGjJEkz1/8Zdau30zltpV5pk11Lp68yJp565k55wc++Pxr+vXozOgXBhMbU+Dff/e7Uec5QQ7cLxcvXWHClI+Z8e0P+Pv50r9nF/p3a0vZ/JmQchxsOyFBQTgV1SRcCG0BFJ22KoT6XpZACPys4GdNo2ejEHo2qkPq8Gos+uME03/8i4d6PkWVCmUZ//IwHmr14L13v+QWOdC+q9dt5LW33mfz9t1UrlCWzya/QdfOD2IJyeCpwRPpO6QmKEngdIDi0Nr4748bGCRRtXIIVSvV4+Vn63D85BW+nLOZz79ZxEdffMsTXTsy5qWh/150zOtta3BrcuDaP3biNGPfm8acBT+TLzKcF57pR9/OzSnsFwcpJ4AtkGwGswnMZvXZ5eoLZH0kuZ5RQuDvKyjia2dA+2gGtI8iIak+c389zPTvt9Ok4+M0qluTCaOep2Hdmv/f9zeufwMDA4N/hOk+Ct6ZW3Ts2JGoqCj69OlD3759KVkyZ8X2vOtcqTjh0DI4sdY9I3i72Gw23v7gM8rUacWPP//KhFHPc2brXN55rjalg/6C5H3qDLPDCQ4H2O3qYsuyuHA4EU4HwulQyyWcIBQiwgKIT0ghMNCX3j0asGXtG/y+YgKBwSba9xxI68f6cfT4qX/3/YWifvdDy9Rz5hb/R70fO3Ga9j2epG33Afj6+PDLj1/y1c/T8W9Zgj8d5zhjSwQUTBKYNCHDImuvZXVxYZJVDUmWtP4lIEuCOi2rU7fVA8iSoEiJaPq92pnvt73HwFGdmb/sF8rUbcnE9z/BZrP98+9+t+o8J/g/2s1utzNp+kxK12nJ94uWMnbEUM5smMN7T1WjrHUbJOwGW5IqVAjdAh4BQ39O135u4QNtcKyuD/Cx8HjLMmz6rAtrP+5OmK+Nh3s9TctHe3Po6PEbC3g73Mttdzv8H+176sw5Oj4xiOadeyOE4JcfZrBz0zf0G1qfwEKp/LjkNxo1rqy1k9ZYNzUAvMk23aoSRfPx5ivtObPjTSaNeYTlq1ZTtl4rxr334U1jsNySvN62Brfm/7j2U1PTGPXGJCo0bMPaDVv46O3XOf37TMZ0jKFw8kqI3wPOdI948XeiqqQTO8iiwksSYSH+DOpajb0LB7Dkw+4kJ16kUYcePDbgWc5duPgPv7iGcf0bGBgY/GOMQKE5z8mTJ3nqqaeYO3cuZcqUoXHjxnzzzTekp+dM0Oy8a6khyRBRAqwBf9/R0LHv4BGeGPwSew4cZuiAnox5ti3B5gvg2A5OJygKNpudtdtO8cf20xw4EYei66SbTTK+VjO+Pp7ZEFtqGgEWGcwmhMmEZNLKJxRiY8I4ez6eQkWikWSZJo2rsLZZTWrUeoYjp45RpWl7Jo4exrP9+/0zcx1JgtBCEBSd44HRbn3ef17viqLw8ZffMWL8u+SPjOCbryYTXCqUZRs3U6eyFTuaYKGoh3RVt/7wsgSK7r1ZAovkETVMEiz4aBEN29XGJEvIkkCSBLIEAQE+9HymFZ17N+SryT8x5t0P+H7JEr6ZPoWqFbIPZpP9d79LdZ4T/Mv75cDho/QeMpJdew8wqM9jjOv/IKHiDCSsUSvehUuocFlpuM8reYQNF659srvehfeguGHVWFZ/GMvSDccZ/sEaqjZpz4SRg3l+8CBMpn8wI3kvt93t8C/aVwjBjG/mMXz0W4SFBvP9zPd4tHtd8EkHORGAxIQUvvrqF5b+/KY6eBJZ2ve20ber+trPz8JzTz5I/+51ePODFbz5/nR+WLyEr6dPpkbVKrd/6Lzetga35l8+2zZt28UTg1/i3MVLvDykHy91roZ/6hE496t6TLPsbZ3pPrbgRvMMDZcFh9As0ZBueKaBGii5fdMytG1cmm+X7uXlKb9RscEffDDxFZ54rOs/s0gzrn8DA4NbIEsSTcvkc782UJHvQNzy+51ChQrx+uuv8/rrr7NmzRpmzZrFoEGDGDp0KN26daN///7UrPnvLRONmBo6vvxuPs+MHEup4kX5etpIqpZKBXuqao3hcCIcDj6du41Fqw/RslZRmtcsTIUi4VhMsnsAZ3c4ybQ5uRCXQrmeswBoVqsopQqH82yvOpQpFQ1WK5LFAiYLc37aTaYd+j7xIJh9wOLH9TQHTw+ayiczhvDqK7P45KOltGlVl28/mkZ4aOg/+/7/8ZgaideT6D1kBD+tWM3g/j0Z9OqjXLFeJ80uGD/wQ7o834XokoVwKODUxr6u8a/+0StLkJmewZDqakyNGbtm4hvg63ZP2bduN+t/3sQL7z+FWRaatYfALAvMEupfWWCSBEf3nWH04C84dfwK7789kkE9n/hnnch72Xf5H9wv3/ywmKdeHE3RQgUZ0a8jj5a34W91gMmkmmFLkipMuKwulJvN0gtS02wEP/w5AElLBxEQ5Kt9Xrq9aP2SRHqmg9Gf/8nU77fRqkFVvpnxKZH/MMjQPd12t8Nttm9ScjL9n3uFH39ewZNPPMZ77z5FYD7dLK8EQhF07zaBl17sSs3qpdRZYMXpETe05e9iaqj7Cc9fRJZ16rL/0EV6P/8tew9dZMq45xk8YOD9c18a/P/c5rUvhGDS9JmMmjCZWg9UZta4/pRUDoKwecz/TCb1tUkGi1l1OTHJ6nrwPLdMshpfq4YWU2PHaK+YGl5ibnZoz8CEpEyGTVzGt0t20evRZnz83mQCAwP+2fc3rn8DAwOD2yZtROtcPZ//uyty9Xz/FZKTk5k7dy6zZs1i8+bNVKxYkb/++utfHcuQ7QGn08nQl8fTf9gr9OrSgWFPtqBa2RQkNBcEAYrdydPjfiYtJYMV73bkxc5VqFooBIvTAZk2yFAXi8NJoAwFgzwS36KxbRnUoRITP/2DoWOXkByfhLDbwemgfbPyLPh5m1d5jh27QMlSMfj7+zLp/QH8+NMrbNq6hxqtHuLgiQO5WTV3lGMnTlOrZWfWbdrGgjlTePbd1mQEXsNqUvA1Swyd2Je0a9cxCcXtXmKRwWpS/5qzLBbd+Makvb988gJHth4gNDKYIW/1d7uiuMQOGdUtRZaEGnsDKF+5ED+sfpXOPesx+PkJDHj5eTJtOWMalRdQFIXhoyfyxOCXeKxDa7Z9OIDCtgMMeG8ZwuFULZqcTs0yw+m2cLq5S8INJ/B8XtG7oWTjvqLDz8/CpGHN+GVaN7bvPUzNB9twYP+OHP72eZ9TZ85Rp3UXfl3zJwu+mconXzxNYH6n58aRQEJi2geLaNKkiipoCIXbCqDxt9zcdaVCmWg2LX6OZ56oz9BXJtFv6NPYjPvSIAfJyMik+8DnGTHuXV4a9ATNy4dS0rYLnJk6iwyXsCF7xA23kUaWa9ftOqfh+rxrcU2ISNks7m0yYWH+fD25K7MmdeX7RWuo1rQl5y+cyp1KMTAwMLgPkXxMubrcrwQFBdGsWTOaNm1KaGgoBw78+3HufS9qZGZm0qX/UD6ZNYdPJ4/isykdWLT8D3Wja/DkcPDCu79Qp2wULzxSBdlmg4xMt5ChihqZ3ktmpv4kVIwO5OuXmtOxXnE6D53D2ZNXEHYbwf4WypUuwJ8bD7p3v3YtiYjIYAQCIQQtW1Vj7caJmC0yDdr25O3PpuC8x31jd/61n3rtuiJJsHDheE5f/wvJlI5FFlg0q4n80UFUqVeWj4ZP59cvl6JkZGDVxAq9wOESOUz6mBoIvhr3FctmLiU8fwilKxfF18+sCRi43U9cxgAAaNskCXx9zYyb0pO3PurF11//QonaTYhPvXBX6uq/hN1up/vA5/ng86/58JVBzOgUjc/V/TQuk5+qRcOZ9dshVYhwaq4mrkXJ2rvXkdUX3eWm4hJDXO4oemuPGwYK7gPRok5xtn3bjwA/Mw069GHT2h8Q/9CX/n5l38Ej1G3TlYzMTLb8+RUP96gAJofXPhISBw+e5s8/9zDoqYd0VhW3iKNxi7fZ7p+diCUULGaZ91/vwOz3u/Hdwj/o0OMxUpPP/duva2DgJjklhdaP9WPJilX8MOVFJrTwYdeBYx6LMddzSnYJG9qij4/hdb1y4z3htj7TWaG5LD6yLrImmmjv4xIzWPTrft4e1Y6MTBv12j7G4SMbyOvGtgYGBgZ3A8nXnKvL/UZ6ejqzZ8+mSZMmlCpVirlz5zJ8+HBOnTr1r4+Zd0UNpx02fwp/fa++zgZV0HiW5av+YNF34xjYryKS5EDWRrlCEzS+nL+dEF8zfZuV1gQLOyLTjsjQlnRbtosLkWFDpGdCWjrNKkTxyQvN6DtqAZfOxSPsNl4Y2IT3p//i7gClZ9jw8/Vxm2ILBEWK5eOX30dTpGg+xk/8gj8OLcIhpd36+//1vVoHN/n+d4TbqPedf+2n+aO9KVo4hl//GE+lumEsX7KTy2eu4mNS3MKGVRb4mCVGfjiI6NhIjm07yLmDJ4k/ewmT4sAiCzKuJ3H19AUSL8URd+aS+xyJl+LoO6o7z747gKKlCqguJpLH7cSks9IAr0lonSWHoEfvBvR9ugmXL1+n21NDuCaOIG42KrtbdZ4T3Ea72e12HnvyORYt/415r/TgqSLXEGnX3dYUz7crx5w1R1EcmguCS9AQ2QgRXkjeoobrtaKLweHyO8pW0HCbD7iXwgVCWfdlbyoUz0erPuPYtHI6wp546+9/r7bd7XAb7bvv4BGadnqc6KgI1q//gNKVQ296uDGvz+KDqUOQbsc6w2vQJXRL1m3cuJ/b/US4n4cIweOdqrPsq378ufUYD/d6kpSErTcXrvJ62xrcmtu49pNTUmjdtT+79h7g17d68UjsVbDrUmzpLTTcwobk1jIA3aXtekZlc21nZ5Ehy96L3gLEJGNzCr74YTs9h81hzPA2DH+qORuXPE+Av5UHOz/HkaPLEK50YDf7/sb1b2BgcBPSbA7KjV5BudErSLM5/v4D9wmSRc7V5X5h8+bNDBw4kAIFCvD0008TGxvLqlWrOHbsGK+++ioFC/7LTHfk5UChQkB6AmQkZbtZURT6Pvsyv675k8XzxtK6RRmwZ2KzOVQ/baGAw8Ghwxf5ac0hFoxuBTY7ItMGToWkpAyW7zzPpiNXORufitOpIEkSQggkScLh9HSw3567i8cbl6BM4TAkASUi/Pjo+Qfp/+pCfprRh+jwQMLD/Dl54iLFypZAUVQLAqH9c3WO/AN9aN+pJrJJpssjb7J0FVQv3BKrEpx9HWQkgWy+fbP/nOBv6v3YidO0eqwvsTH5Wb5yHP7BMnYlkzcnPc7Bg2coWCQShyxwmtQyK0IgmyWaPlQTp5DYs+kQaxesIy05jWcnP828ST/gG+BLxTrlKF6+sPs8BQpF4u9vBfCyzlCFDP06nSuKhGq9gWb9K4E908aosZ14sGUl+nadTr9B45j95WiCbKWRstME70ad5wR/025CCAYMe5Wlv63hh+fa0zYmEyEkJE1sEIrAbJZpXDGa3/86T/PqhUFStE6/7N351yNl+QveQffcKV8VzzpJ9wHXumxMuEODfFn2UXfaDf2edk9/zp9fQ4Xa3ZCs+bIvy73adrfD37Tv6bPnafFoH2Jj8vPLqjeIjAxEoN4L6uPHM4C7di0Zi8VMoUKR3tkUJAmPWKE7b9ZyoBMoyGYA6DU41O/rOZ4Qgmb1S7Hsq3606/slPZ55kwWfv4A5sB6SlM3PWl5uW4Nb8zfXvs1m45E+g9l36DC/vNae2tGZuOZ73DFv9fF9XNYZsu45pZ5IvUz1z66b4QoSml1xERw4dpVlvx9k619nSc+w06lNZZbPfgqz1QqSRGxsJKt/HMaDj06l1WMT2LhcpkB0EyTJP/vzGde/gYHBLUi339vW33cCyff+dQm5U5QvX57Dhw9TrVo13nrrLXr06EFISEiOHT/vihqyGao9Dgmnss3L/vrbU5m7aBnzZr9K61YVQFHVya07T1C9cmGEw4HItDFi8m9MH9IIk8OJyLRhT7Pz9sI9bDseR8eqsTzTsARFw/0x630fhCA1w0H48EUANCgawXuL9oIsMalvLcIigygbFUiH+iX4ct5WnuzdiOYNSvPnpoMUK1sCh8OJ2ewps0vcWLJgK6Ghfny38Fkeav423R+ZzNI1vpQKqo+PEpbl+5ugfAcIK6rWRW5xi3pPSLxOm279iQgPpn6DUqxetZtOnesgJIVSJWMRwsm6lfuo17wSCgpqx1LBJklIioSkQNW6ZalSt6x2RMFz7/RzHz8jzePyY5YEJlm4LS5c8TPIImxk7VZ69lc/88m0lTxQvTjNWlTm01lP06/HdF4v9jkTxj1NQFoJJHTf8W7VeU7wN/fL+EkfMfuHRcx+piVti6jfTUICBYQiNHEDnmhckjE/7KZ5tVj1g2aT1pGWsu/Du60s/kaldg18swaGdPkOSVkyEWjbAgN9+GlaNxr3+5p2g79m61x/8pdoh+QTneU493Db3Q63aN+k5GTadOuPv7+VJb+MJjwiAEU4VZEWSfsHrgZMSEjB19eKp920eBoC9f3fDZyEt0ChXkTebiZeC571Xqb2QtCoVnHmffQ4HQd+zQvjv2TqOAF+9ZAkXTDGvN62BrfmFte+EIJBL41h3aZtLH+5DbVizAhFvYwzbA58LPKNFhUu15B/m0nE/czyPBPPXrzO8jWH2LD9JHHXUilTMooOLSrx3ICm+PpadLE4XH9loqPC+HXeMOq1e5v2PSfz589++PvXRJICs5zPuP4NDAwM/imSj/G8zGmaN2/O999/T5UqVe7I8fOuvYssa2nMCtzQ+VjyyyrefP8TJo7ry6Oda6odZy1q/5JfdtKheXlw2Nmw9QSVikZQKMwPYXfgSLfz2OS1lIwIYOHA+vSuUZiSIX6Y7Aoiw6EuaQ5EuvraRd2CoXzWvTp96xaj26S1pFxPA7udvq3KsXDlAVCclCqWn+MnLwOQmWnH6uPqlLtcUBQOHjhLh0dqEhruz3cLh5J0PZ2hT87kkmknGVKC9/eXZPW7hxa6vewROcVN6l1RFHo98yLx166xbM5gPnj7Cb75egVHD1/EJFkwSWYKFYpi5ocrsaWmY9VcUPSuKFaTwGJS3NvMkvdikT0DHpMssEiu/VSRQ3a5n2hZTlzDY4Euq4prQg7IzLCz+c+jNG5eAQmZhzrWYuzE7nww6WcWL11NesAJBPr0pHepznOCW9wvy1euZey70xjTuRaPVQpVA5q4o6ziJTQUigjg4rU0hGuKM7tYGnrTGFc2AX36Vy+fc511hmsQ4A7UZ9KC7Zn0pjZZPicTEuzPzx/1ID3DTs8R83DEr0ZkXspSpnu47W6Hm7SvEIL+z73CuYuXWPDzK+SLCkIRDgQKilAQQkERThScbveOEiViSE+3sWPnUa9B1k3TZerdQryym2TnWqJb78qk4vqrP4ZO3GjbtCxTRz/Eh7M2MGfhKkTaeoTQmdnn9bY1uDW3eLbN+GYeX875kU/61aNxcZ0YoAjOxqVRKF+gt1WG/pl1M+uz20F7hq3dcoJOA79mzJTfiMoXzPtjO/HLd88wdXwXHmxUHt8Af1WIkE3aor3W7rdCsZEs/W4Yh45dYvDIWQjxF4KUG89lXP8GBgYG/wjD/STnmTZt2h0TNCAvixo34cKly/R99mU6tq/LiOHtQDh1qQid7D94nkplosCpsGrTcTrULQYOJ9idTF68j4erxNC1SixkOhEZDpR0ByLD6VkyXe89ooawORGZTuoUCuP5lmUYO2cnwu7EKglCAqwkXU8jOjKQy1euA5CZacPX1+IOFCqEIC0tk2eea01wqB9CCGKLRPDRV/35Y9UBPp++iovmPWRI2ZvX/heY9vnXLFu5lhKFQogOM2MRNqZPGcCrr3yJLJkxSRb8ff0YMrwtu7edyFbQsGqvLa64GybvxaQTNVzBRs2yut7keu+Kp5FlHA2eobdrzI2iMPrNR5El2b0MHdaehx+pzZCBn3L20jky/U97Cxt5jMtX4nhi8Eu0faAYo1oUQzJJ6qITHSS94ADEhPsTl3iTrBSufV2z/HqXEfc+cjaL5BlAZw2w5zYJzy6TgHqqQjGhfD+pC2u2neK9r9Yjkv5E2OPubOXdA8z4Zh4//ryCT78YTMky0ZqAoQoZQhMzFJwoQtEWJ4pwMv3jZxkx4jMuXU70tGdW9GlbPSuzt8YQWuwUvcihrRdCIBRFFcpuYgUyqFddenasxtOvLuTEqWOI9E0IYZjTGtycA4eP8uwrbzCweXl61YpRVyrg+iWwmCQcDr1onc1Bsj67sm7L+jntGXY9JYPBoxex+LcDfDWlB1+935NObasSGRnqLWKY1NTvyGaQTJ7noUvYQKJKxUJ8+l4vvp63ke8XbQT2ITCyAhkYGBj8PxiBQnOW1q1bs3nz5r/dLzk5mXfeeYfp06f/43PkXVFDUeDKQYg/7u5YCyF48vlX8fGRmTn9SSShqG4nmqiRnJRKgL9VHdAKhZPnEykdG4JwKgi7k7UHLtGzRmGEXVGXTKe2ODyLzfXe06F2iRrCrtCidBRHzl8nITENnAplC4dz9ORVwkN8SUhIAQQ2mx2LxXWBq64na1fvY9H8zW5XFCEEDR8sT79nHmTS+MUcOXKec/IebGjBQ4WifvcrB3WOwXen3o8cP8moCZMY2qU6E4Y2Ydhr88CWRuHoQApEhXDk0AVkyYwsmWjesioFokNJSUzFrMuEohc4vMQO1zrNWsOFWbPIcFlxmLQYGS5hw5X95Aa0VZIkmDl9NRWrFEZC1uJnSMiyzAcfP4V/gC+Dn/oYpyUFm/957bN3qc5zgmzaDeDpF19DVmzMeKIqskVnVWGSkUwyklmXllDDYpJweg1AXeKC5BkAe2UBkL1nEE26Y+otMLL6tZt0f01ZBA6977u2NK1TnBf71mfsR2vYe/Q8ImU9wqkKifd0290O2bTvqTPnGP76RHr3a0b7h6sjhKJZaGgihvu1Q1vs7tchoQG8N+lpXn31S7xGbTcEBc2yzi1WaMKFW1DORuRwuZvoU/rqD60LQCtJEtPHdyIyLID+I+aj2K8g0reon8/rbWtwa7K59h0OB70Hv0TRiADee6S8LsyL0F4LwgOtJKRqLo3ZBfjUC6fqTlnE1GwEW1ni0MmrdH76Gx5tV5UPxj1CWGiAtp8pezHDZM5ioXGj2Nvrsfp061SLoS9/x8XLcajChislvXH9GxgYGPxjLHLuLnmcLl260LlzZ8qXL8/IkSOZP38+GzZsYMeOHaxatYpp06bRtWtXChQowM6dO3nooYf+8Tnybi0qDti/GI6tcgezW7TsN5av+oNP3u9PeKi/p0Otdao3bDlK/VrF3VkWklJthPhbQQiuJmUQE+qHJHBndRAOAXYFYdMtmU71r93TeRB2BRyKuq/dycPVCrJq93kQgtj8QZy9kIivr4X0DLUT4rA7MJtl0OXZ2L7lKLXrlVIHHkK1DVCExPDRHSlQMJxxL32PHRvn5IPqpxSn+t33L3bHC7kb9S6E4JmXXifY18TEJ2rQokpBAiwy69bvA3sm3TvX48f56zRLCBOyZCL5egafTFlxo6BhUlQXFPnGxbWfC1XMwG2lYZI8lhtmzSVFtdjwFjcUbQGJnVtPIEuyGjhWkjRxQyI8PIgPP36a1St3s2jBJhRrMg5rwt2r85wgm/tl6W+/s/iX1Ux7/AHyh/p5iQySK6euWQaT5NYqkOD8tTQignw9A88bBA10YoXOlcWFScoiTmQRNzRRxVvQMHnSH2abVUA919hnm1GicDhD31iGEDZEqpY1415uu9shm/Yd9toEQkP9eeOdHpqI4dQsNBQEqqWG0CwznMKOQ9hx6oSNqtVKkJaewfnzLosXbfDmFQQ0i/uRyyJDcYLToWZjcLuX3Gih4Z35hiyuKt6vgwKszHjrUdZtPcm3i3eB8xLYj+f9tjW4Ndlc+599PZcdew4ws9cD+JlN3teY9jrI10JSmt6NKYvA6hYrsoiubosyneWYxrK1h3lxwlK+mdaLBxuU1bltuT7ncjExewQNvcBxC2Hjw3d6YTbLjBz3A0g2kI5p39+4/g0MDAz+KZKPOVeXvE7//v05ceIEr7zyCgcOHGDgwIE0bNiQmjVr0qpVK2bMmEHhwoXZtm0b8+bNo3Dhwn9/0CzkXVFDkiC0MAQXANT0rS+MmUjbltV4uF0NT+dZJ2z8/udBmtYtpQ1yBIqiIGsdkqR0O8G+Fu8ADFrWB5yaaKEJF+7XLpwC4RQIuxMUQYUCoRw6lwiKIDzYl4SkDK1fIoFQ1OwnsqwFxVMtM5q3rkKpctG4hA5XEay+Prz61mNs+uMQq5b9RRrJXOWset7gAmod3Mw8NhfqfdnKNaz+czNFI/05dyEB0jN4pXcdps1cCw4b9WqWYPOmA8iY3NYa9RuV5/zZeFISUrMVMKw6iw2zJlhYNGsNF2raVuEO+2CS8LL0cH3OldrVjZDUCWRFEFUg1B0mUUJCcgsbMm3a1aRt+5qMGvEVGRl27H5XUGT73anznCBLu9ntdp5/ZTzNKkTTuWZh9y6SLCFpVhQuSw29K8q+s4kUDPfHYpbVMa5wBStxnQedUKGLjWHSBfBziRNmk3dQPkn32v1Z2bN/llSIN1pwSPj4Wpk6uj1/bj/F/BX7QCSB7bB63nu17W6HLO27et1GlvyymnFvdycwyAeBK36GksXdRNFEDQdOYcepqMKGUxM2ej3Rgu/n/p6lzrIG/dS1v+JUB1ZOm7bYVRdAr32F57pxW3Rkk9rXfTrPfs3qlaBLu8qMeucXUtNsCNsBhJKat9vW4NZkufYTEq8zeuJk+tQtSq2iEQhnlt9z7Xklof4O6A6UxTIDnYhxk9dZrNBWbTjGoi8HEhMTrj3LdMd1ldWdXUUTOFyihpfFhl5YUT8bER7IxNce5dv5m9i8/ThIiQiuqMc1rn8DA4ObIEsStYuFU7tYuHvMYwBYLbm73Af4+Pjw+OOP8/PPP5OQkEBCQgIXLlwgIyODvXv3MmnSJMqVK/evj593RQ2TBar1hHIdwGThiznzOX32Iu9OeFzb4cZgdX/tO0OlstHuTo2+3xzqbyUhzeZZ75o11M3uCIeC0DpGXn1ul8ihbQvwNZGa4QAEJlkz1c82t6UaIDQjPYMTxy5hsZjdthtCSJq1BjRsWYm6jcvx4VtLcDgFFzlFusmmfvdqPdW6yC109a5IJl4b9zaNS+Xj6wF1GTt7K2TaiAyw4LA7SE9NxSQJovKHcOVSgiYdqBYbn816mrSUDCTF4XFDkXAHBLWYFC/3FNfiImusSZfbiVl7nfVzZtmVytX1V2LilG7a0bIKG2obvfl2Hy6cv8ZXX/yGJAvsgXF3p85zgiz3y9dzF3Ds9HnefayazrpaExHMmtuJVrmKLOEATlxJZcTsbbzStaqnY67HJWi4rSpMqnDhEifcZckiRuhdVfSWGmaT97Fci8V8o4WH7vMtGpahdeMyjJu2iiOn4xn66jucOnf83m2720HXvkI28+pbk6heswQPd67pCQiKy0JDL2Q43HE01HXqolprKDRtUpn16/fh/dzSI7wMNVDs4MgEh0vQUG4UNG5yGO8Urzfn7ZFtiEtI5ZNvNwFOhGMvouxDebdtDW5NlmfblOkzyMhIZ2y7CjeKGfrXTkGQn4Vk7XdfRS9W6C3NZM96l7Cqrb+amOb+9NQ3umD189ViZLjEWteh9eKGS7x1uaOYPcKG3krD/Tn1fd+ejahYLpYxby/UPn8aYRJ5+9lmYGDwf+FrMTHvqbrMe6ouvhYjjakbszl3l/uQkJAQoqOjsVhy5rcp74oaOhwOB29P+4TuXepTvqyWatLLt1vh4OHzlC4RpYUGyDqzLBER7EN8ik2doZbxmNRnjTYJulQaWZDVAIuJ6XZCAtSUiOmZDvx9LaDFyQCBLEsIxemOnbFz+wkuXUp0d+a17JkobmFD4pmXO3D0wHnW/PIXTgSnxRHv9Id3gaXLf+WvIycZ3aocxcP8cdoVrsalgt1OzfIF2LH7FChOGtQrx8aNBzX3ExkZGavFys6tJ3l37GKsLkHCFfBTwi1wmCXV+sIsiywJNIR7cVlo6F1ZzFmsNsy6Y8gSOJ0Onuz5GSAheRpc9+0kypSJpXuPxkx+bwE2mx3Fkqq6odzjOJ1O3pr0AZ1rFKJSbKhqZZRlwlIVFiQ+WHaAdhNX0e39P5j88z7G9ahOkaiQLB18yfuzbnFD2242qwKFC7O2zstiI8vrLBYb6XYnC1cdYM6yPew/fgXh5ZLivaTbnTSpW4JDx6/y9CsL6d+tLkWi49zZPfI6q9atZ8v2vYwc3Um1DkOz/9KCEguXuKEtLrcUlxuK3lLD4mPC7nCodZflmer5qwvYqYkZwun0BP7UZ0G5KVkEjeyer9qAs2hsOP261GTSjD/IzHQgKdfAcSLH6s/g3iUpOZlpn8/iqfrFiQ70UScbnKqAoRczUNTpg+JRQZy8lOQtrLqeXVkDE+st0LTnz+Ez1+g74kdPAeQsbiSuB6JXsF2XSOERK7wWl6UG3LBNNpkZM/IRVq7dr1pryAJMp3Kzig0MDAzyBoalxj3HfSFqLPxlGWfPXeHFYZ08sxsutE7y2o2HaNmorM7cWWj9Bm123iTjY5VJczh1QQy1vsUNGReyiB1uM3n1c3+dTaRikTCQJRJTMgkN8gM8/RRZlr369xfOX6NU6WjVbkNoYoZ7Ykl9XblmKarULMF3n61EERIpJLNi96o7Vqe3w/uT3qdmbCj1C4WBXaFN5Rh+234aHE4eKBPNzj1nQHFQp0YJtmw5pLl2qHE1JEnm0cfq4ufnw9b1R92ChDUbCwtPjIwbLTXMEl4xN/TCht6VRS+UyJLgj9/2U7dBGbdlhmpVfKM1zXPDO3HhfDyLF24EBDa/SygijXuZnxct4MSFOF5oXc4rloFwaq5WujStq/ZcYMXY1iwY1YKPn2lArTJRN1pVZBe4U+82YtZmIl2YzKq1hUvscLuX6GZAdf7r+49doV3fL7kSn4YkyXz14w5a9/6S58b/zNeLdvLT6oPMWriTVyf/xsMDZ9HzuTkE+PtQr0ZRbA4nVSsVASkVlJN3pb5zmykzPqNCpcI82Lyye50qZTjdqVyzZjvxBAzV4m64hQ6F0qULcejQGbLGxHALFYpO1HA6EU6n25VE3Mr6ImuAWK8MOdprobME0Y0Lhz/ZiLhraXz/0251X/thhD0x5yrR4J7ky08+JjXDxtCGJREOoS5ajCwcivpaZ60R5GcmxZXJTP/suiGeT1aXNxOnLyUxePRivpjS01MA2YI+JatbuHDFGtLjtuLQ7ZdtRijvpdNDNShRLD/TPvtVK28yQjYyPRkYGBj8IwxR454j74oaTjts+wJl73xmfDuHBvXKU7VqCU9nALTOsDpA27L9BLWrFdHibLhmLfHqyLStFsvC3efUOAIuE3wtUCJmyZPuUnvtQjLr8hCbZVbsvUDjSjEgy5y7kkxMVLB32SW8rCweeawu7To+oPm9u8aYkk7cUP92e7IZOzYeYfLouSydv4nAUjIZu75Q6yK30Or98Nx3Wbv/JINqFAGH6prTuGQ+1u+/CE6FKiUj2XPwAihOypWOYfeuoyDApAULlTEjS2ZGju5EtepF+f6rPzFJiidNqy7wpzuriZf7SZbgoJJH1Fj58y7mz17Pwd2nsJoUfEzeFhxmGUJC/On+RAMt6wl43yqaCxCCipWK0KhxRb6YsUKLfuLAFv9T7tZ5TqC1m9g7n88/n0Gt4hHUKByumgS53KyciiZseCyRzLLM6r/Oo9aJzjXE5Vpyg7WFtt713iVc6E3vLGbPot+uj7GhCSepGQ6GjfuJuZ/0ZVDvhvR4pCaTX+/Er3OeZkjfhgT4+3D1WhpBAX50fagaCz7vz6IvnmRw3ya88FQzNu04xd7Dl9TZU3EasXvmvdd2t4PWvqe2fMOvv21l4KBWyLKsCXUC3DE1vEULjwuK9lcvfGiuKuXKFuLosfOaMKFPy6oTNzSE7vnqdk1xP+t06oSkisleZv5ZAzRmjdfiQpIoXTw/bZqU4fPvN2uz2wLOfJs329bg1rj6An/NZca3P9KxYgFiAnxUd1GHov4+aXGv1MvXdV1CXFImoYE+WawxtMWsf555nlPCJPP98r089epCvpjcg+jocE9ZTC4rDdeidyXJzoXLdb3LHutQfVTmrNYemrXG4Cdb8eOSrcRdS9HWn0Ls/NK4/g0MDG4gzebggTdW8sAbK0mzGcGEXUgmU64uBv8/eVfUEAJSrrB0xyFWr9lF7ydaZDHp1DrzWuf7anwy+SMCdJ1wrbOsM5Xv3rAY32w+RQYCrCawmDSxwqQKF1btvY8JycdzgUq+Jve6nw9cpGLRcEJC/MBsYs/xq5QpkR+HQ0HWrEgUp4KsizEw9b2f2ffXGbUPT9ZkAJI7Y0fD1g9gsZo5e+IKLTrVxeRr5YI1/W990HMUrd4/m7eWIKuJh0rmVwfBDkGhED/Ox6eB00l0qB8XrySB4sQkQ6sW1Zk/709kyYJJMrvFDbNsJiDAj8wMB4N7zyQ5MdUjVkieDCYmLV6GC1fsDFfmE5MsWL38L44fuYyfn5XIyEAS45I5sPs0H7+3jOvx192ixpfTVxFdIITw8GBdNA3Q/Yde2OjRqyl/rtvP2TNXEAjsIRacSlLu1XlOoLXb5VPH+O2v0/SqW9R7u+vC0wYCro7/rGcbMnfdcWb/fkStGpeAoRcmLBbdOov23nzjfhorNh1n74k4FJN8E4HD44IybtoqXny6GVH5QzyDBdmEZLJQumQMXR6qzoCe9Xn0oQeoWqkwFh+r2/y7XYsqhIcF8N2i7R6/db/M3L1fcgutfb/dsBcfHzMdH62DfhCliqWaqIG3ZYZTceLQrDJE1gWFgEA/UlLStQPBDYLGDb5L7hPqxA3dvroZbMk9mNQNKF3F1gcNFZ7ju1xqenWuwZZdZzh6Kk595vuBsF29UzVs8F9Fu/Z3btrJgYuJPP5AYa/g3qqlhs5iSKetHb6QROlCYd6uJy5BQ/88sphxyjI/rT1C+ydnc/rCdZbOHkTRolHqM8mFLHvcT1yBQGWdO11WN0f3vUCW9XjEDf12TSDp0bUBQgjmL96qrrNYwM+WN59tBgYG/zfXUm1cS7X9/Y73E4alxj1H3hU1ZDNUeYw9yWqHokOHerrgXHphA65eTSIiLEC1ztB1ki1mE+l2BcwmJLMJv0Afnm9Xnud+2IUwe8QLt2jhawIfk5qex88zSJP8LEi+ZjaciufL9ScY+3gNsFrYdzaBAvmD8Qv05cipeIoWyQ9IZGTY8PHxXOCnT14hMl+Q+70rloZ+XCCExME9p2nWoSYXzsQhJNWS43J4KM7sJoDuFLKZzJgmfLn1JO1K5MffZHIHT/UEV1WQFAUJgXDawWnn2UFt+GLmcmwZDi0LirpIkgmTbOapIS0Z/vJDBAb68uYrP7Jq6W4y0tK9XFBMOksNi0nRuZPAgd2nmfftJooVz8eDLSvT9qEHaN66ClWqFuWBGsUZP2IuydeSmPDyD5w8doUSJQsguQZVWkdT8hoECvfArkPH2pjNJn7+aQuuAZqd07lY6TmAdr/8tOsiQkDnmkU8/WtNABRKFhcURRDiZ+GDfrX5Zs1xrbNvBrPFI0JYzOrD2seq/dUe3hZ1n2spNmbM30HXZ79zF+XclRS+XbKb1v2+4sPvtnA93ZFFIDFzJTGdtz/9g8SkdFo/WMEz2ynrgut5LTKedInqOquvD4+0e4BFy3d79ssXhpDyYMdfNqNUfYQlq/fRss0DhIQEuDcJzflEEQIFV5BQdXEoCjYFbIqEQ5Hc+6hxN9R/ZrOMw+H0Pp87s5ROIAadC4lwi8dCCIQutbbbssPLNF/Cy60JQBFkZtrITM9GiJJkHmpRCT9fC4tW7NWuDxNkHsnBSjW4J9CebQs3nSLMz0KzEpEeazMthobQPdNcxKVkEuRvwWwx66zMdKKt2USqTWH5+uM8/9Zy2vafxZHT8Xz/ST9GDWuHxdfXk7lEXxaThRszm+gW2SWC6N0ds3NBkXTWG94uKfnzh9KsSSUW/bzFs75QIYReYDEwMDAwuDmGqHFHSUxMZObMmYwaNYpr164BsHPnTs6fP/+vj5l3w63KMiIsmk3b91OuXGEmvb+Qdyb2A2HWOsAeE6vd+89SrVIh9Y3wmNE3qBrLmr/O0bZ6ITCZkCxm2tUuwuXrGfT5ZiuTO1cln59Fs0RQO+KSItSAoHbPADgNwQerDnHkSjLfvfggvoG+CKuF0TM3MvW1DkhmC7N/3E6XTnVBkomLTyIsPNA92ChXIZZ80cGq4bfQDazxxNX4a9txfpm/mQatqrHix01cPBtPVGwkTuHgcsYpYgJK50KlA7LM2T//5LrNQa3oELWU2ZmIC4jJF8SFC9coWDwQq9VK/74tmfXlCgY+015zQXECJly2wOUrFkYIJ/0HPcjvv+1j1fK9VKpSiIh8QYSEB2DWDUZdsTQkLa3r0UOXeP+T3lgsZm1SS61H2WSiaYuKNG1RESEEI0Z3JCjYHxnTTfM5ZCUo2I/6Dcvx24odPPVMawSCTHEKH1EZSbpHbjFZJtlh5pfN+6ldMpJ8Ib6eoai+/YRAKCC5LDeEYN6Gk3SsW9QjYrgEDVe6Vn36VbOZq9fT+XnNYX5ZcwiTSaZTm8rMer8X0dVeA+DJxxsR4G/FYbOxcPlfDBrzEylpmWoAXc0tLDw0gC4PVWPk0FbcEDxPj5B0M686022to9++VVVmfvsnR0/GUapkAUCA4wyYSt2pmr47yDIXM+PYse0Y/Z8cdMNmNV6PKmwIJARgd8JPP25n9fK/GPnGo8TGhqrpkYXwmjQODPQl7kqi19G8LC9EFsHD65mguJ+5QgJkoVlnePR2SZZUUVT3cRT1+D1emE9ahp0Ozcox6Il6XuXy97PSrEFpfllzgBFDWqvHzDyBUOohydZ/UYkG9ySyjJLpYMVfJ2hRKj8WSfKkcZU1qTprwG9Z4pc9F2hbs7AuhoYnu9Ll6+m8Ovk34hPSaFqvFE/1akjZ0gWQZFfmJV0wUJNu9tMlnrpdR3SuWPqAoe7UrlncZdXCau9dbl1ZPqfRrnUNXnzla5JTMggK8gfZAcQBUTlavQYGBgZ5ErMhAt8p9uzZQ/PmzQkJCeHUqVM8+eSThIeHs3DhQs6cOcPs2bP/1XHvkRHXvyPDfow//9zLiJGPcerkZf7ccICGdcvoZgDVzsH1pHTNUkPxmp3u0bYiT01YTpuaRZAsZlw+4P1alaVy0XAGfb+D2DA/utcoTNXYUHwsJvcAypnhKccTX29hcJtyjH6iJrKvFXx9mPzjbprWLk6R4vmJS7Kx7/AF3ppYHkxm9u07xWtluoFwIoCatUuoHf1sI/6rp/x57gZ6DG5DoDYDu3PDIVp1bYAQEudTD+eaqCEcdtYsUqO9m13u+jokSUI4FSShULlUfv7af5aCRQqA4qDrI3Vp3WE8Tz7VHtlkQhZqClvZ7QrkRCBRpGgUfQbmByHYvvU4b41dTGS+IF6f2Nl9Hpf1xtXLSXw0aQXj3umKyaT3WxboR0CudK3BwQHaa1mLp+GdxlXKInW4Uuw+2LwK77w5H7vDjslsAuzYlFP4mErmTMXmApuXz+KXXecY2rYcWDVRx5XmUICkKAgZbdAJIDh6OYX5m0+zZFzbG60zXIMAWUJIEpv+OseHX29EkmU6tKzIzMk9CQ0NBEkiVZ82UbaAyYrZ10TXjrXp+nBNvC+kLLEVss5eopZNLXRWYzTdjCfQtEF5ZFli7cbDlCpVUN1mPwY+eUvUEEJh7R/LEELQ5MHKWbapgoZDgMMJv/+6l59+3EqjlpVp2KIKZSoXZf63G3luZDvVOkkS7sxMIChQMIINf+53W/S4rSYEgKJZa2goCmDSmZg5wamfcVYQsqyqZu729Sqse9m46wzFY0N59/kWDBy/lCW/7uPhNpU9H5AkWjQqy0sTlpBpc+Dj66MeN+Mo+FfI+Uo2+M+SsHUJuy9c5+k6xTyzAdpfgTYZIQBJzVAmmWV+/esCHw5ppIufoQob566k0HvEfKaM7aQFGdZbgrksxXSpV/V+kW5rDAUUV4c5G/esrOlaASTXvaWlgJfkG4UN3fOuRbMq2O0ONm09QsvmD6jbnafBZIgaBgYGBn/LfWg9kVsMHz6cPn368O677xIU5PFEaNu2LT169PjXx82zooZw2tmzdw3JyenUqlOGQc90oOujb7D85/FY9VkYJJmQYH/OX4j3dAo0v9mo/CHUrVyQmb8c4Mm2FUAIdVArSdQoH8Wi0s3YezKehZtPM2X1EexOxR12T+g6KoteaUFQsB9YzWC1Mmv1EY5dTOKTNzsjWXwYP/UnXh7eEcls5dyFa4SGBWKyyDgUOxcvXOOrGWuY/Ekv9XvdxDL++Qk9MFstKEKiaOkY9u84TosuDRHAdds1rmdeJcQn3x2vd8f2P9h25iKxgT6k2pw3FFiWtLGmgIbVCvPtyoO0bfUAOB2YzYJHOtVn3ty1dH+8KbLkMXOXQR0vSYo6k6wNrmrULsmsuYNJSEjB6fAMnhb/sJXiJaKYNWMtg4e3xmSSswgSUpb/dbKFS8TQiRken2a9KOKhVp3SpKZmcmD/WSpVKQIIbM5j94yoIRx2Ys3nyHQorDt0hSFfb+XhWoVpUCY/fhZZva4lkIRwW10cupzM4JlbmD2iGRZ/X/X61rmX2IRgye+H+XXdEc5fSqRK+VimjO9CTIGwLCKEpBrkuJDNWuBOLcBjdhe9lKUtvQLoub8V2ahqgOf+DwoOoHKFwmzadown+zZXPy+SEY6rSOY7f7/kFnbnWbZs2UuhwpHExIYhUO8VV/pWRQi2bjpOkVIFuHQ5mcGvPkJUbCRCQMHifjw2oCm7dpyiZs0iHkFDUv+WLFmAQ4fPZl//WQKFqllPZI6cuMI7M/7kyrVUJO2ZUKZYJK0alqRJreJYfCyeNtXPomvuayiCad9sYtLwFkhC8PErbWg39HtqVytCdIFQXJmr6lYvjs3mYOfec9StVUqz1jhsiBr3Ec7URLb8+StCQN1iEbjdNhRN2M6aQccske50kpzpICLM35PRxGwiU8CAVxby+Xs9KFmigBqHR9K5uUkuKw3Z896iE1ZNVlXUEIDJ2wLOqxBe2rmk20d3L0kuYV5476c9G0uXjiU8PEgVNVpUV9eLqwiRhiT5/3+VamBgYJDXMRsWnXeKbdu28dlnn92wvmDBgly6dOlfHzdPihpr1qxhypQ3ybCracwqVy1KULAvvfu05JPPl/PcM+09fvaKTOXyscyeuwFXYDrhMjVVFF7qU5/eo5fgYzXxRPOyblN6ySSDRaFSmSgqlcp/Q8co1eYgpPs3AMgBPuDngzCbmLLgL45dTOLj8Q8j+/hw8GQ8CdfTadCgEpgszP5mFY/3aqZlIlDYuf041aoXBTxDNAHqCFPH5Fe+Y8SkPgigVMUi7NlyhJe6v0eF6iXp+VwHzqYevqOihtPpZMKECfzx3Rdcir9G4SA//K0elwD9eMeVxrFSiUj2fXRJ8713gNNO/yea0f6RN+jeoymyZHKLGoombChIHosaoRrKC0kQFh5Eamqmuzydu9UjIMCHBk3Ku9fpZQw9kkvU0Ex7Jf0/t7DhSe2qfgdvM5TKVYsCMO61OZgtJp4e3IbGD1bAocRhliNzoorvGOvWrWPKW2PIvH4agJ8nduDatVR+3nySj1YcomhkAC+0K0/hcDXuTHKmgymL9/DX6UTmvNqK6KgQj5jhYwWrlZ/+OMK0WRt4pF1Vxo/oQMGYcF0qQ11cG1Bf6zv4rgwB4sa2uik3DKi1t/oBtX4fd2A+qFalKBs2H6ZVx7eoWb0kY0Y9isVyAvKAqKEoCm+//TYrV/9IfPw1Klctqgb8RLifMYpQuHQ5ifcn/sz7Xz9D++4NcQoJu+Y1IktgsliYMn4Rsxc/i1mWNXFRXXz9fLHbHaRn2PEza23rtsTIIiwpCkt+28eXP+5gyostKVEoDFCfCQdOxLHsz6NM+WoDxWLD6N6uCvWrF0E261yLtIwnK9YdpkBEILH5gkAoWGSJyS+0ZPiEn5nz4eNuC/3K5WKQZYk33l+GySTzTL9mtGlRFWG/iGQpkGvtYHB3WLJkCW+OfolQUgjwMVOyQDDYFNU6KKuIIOEWMJbuOku7WoU9gUDNajyf16euYlCfhpQsGaMJFGbvwJ+SXtww3WCpceDwBXx9rfj5WQkO9ic0NBCr1YKXhdMNZHMfIanXuFs01Aka2nNNlmWqVSnOil93sHHTIVq2eIDhwx5Bcp4Fc5mcq2QDAwODvIicJ4fI/wl8fHxISroxocKRI0fIl+/f973zXItdunSJTp06ERhk5fy5q4SE+hMU7IuCk27dG9O+7Wge796UiBBf1cdUdhIVFUZquo0Ll5OIyeevChpaBH9ZwKw3Hua1D3+n37srGdu3LoUjA8CsuANeelIUevBKz+Pry66z1xk3axPNahfn4zc6Ivn6IMwWXntnKZMmPgEmC4ok8/uaXQx7qQMCBwJB9VrFkUzFvDQTr2D/GvFXriOE6gsfXTgfqxZtJiUpjV3rD+AX5Ef3p+/szMz06dMZN24c0f5WLqVmUj3KTK2YUM8405WiUYcEBPhaSEtLx9/iC8KJj0XiwaZVWPHLdlq3q6HNKKsdOgVt4t7liSOp61V9Q0HWxb2VtX83cmM53OvdpcLbSgPv19pmr7S7gYF+hIcHsuq3v4gtHEmvblPYsnsSRQtd+E+LGlevXlXvFz+ZM+fjCPSzEFkgjMjIIF4oGcULipPt+y8yZuEeriVnqBOcwKD2FRg7sCGSPgio1cLxS8m8/sESCheKYOl3Q/AL8Nd18E3eFhX6djDp4i64Bggiq8+5jiyTkze6mZBlB3Tn1C9Qolg0s777g+SUTH5ft4/AQF9efqELQoibXCv3Dl988QWvvvoqMQXDuXQxgfoNyyJwqi4nqKlbnUKwcO4Wnh/TGbO/H5mKJ120LKn3nNXXl4YtK7Nm5QFatamIyS2IqJlS2rWvw4JFG3i8awO829a7/nbvP8c3i3cz/71HsZoksDvce1UoEk6FonUY0bseh8/EM/eX/Uz8bC0F8gUx5PG6PFChICDYvf8C73+9kcVTurpFDhBUKpGPmHyBrN9ynIb1SgMCq9VEdL5gVvy+n8Kx4XTp/zH7N0ykSKlzYIgaeZrDhw/TtWtX/Kwy11MyKBkVhMnHjFAcYFcQLgsgGXcQWklW07HP3XiKr0a0cIsZWC38sessick2OrarAWYfdRbPZPFYlmkiht0p2Lz5EGv++Ivdu4+Tnu4R27+ftxZfXwvp6TaSklJJSkrFZnNosYIEQUH+lChRkPLlCvPAA6UoVaqgmhXN5XoiJPW5KJxZYh2R5bmq/i1UKB+zv11NwYKRrFy9i5iYCLp3CwYMUcPAwEBFliQqx4a4XxtoGJYad4wOHTowfvx4fvjhBwAkSeLMmTOMHDmSzp07/82nb06eEzUWLFhAamoqzVpVYttmhWvXUlGEA1lIIJkYM/YJRoz6ki8+e07rGCggK4x/uRNDX/uRHz7rq2oabpsICZMs8dbzLdh94AIjPl2PxSTRuUkpHqxWiGA/H03U0M8Iy1pQLpVHxy2nZOFwPnrtIWILhYOPFcniw2dztlCnVmmKFS8IJgu/rtxJ0werIMsSDs3U9OuZaxg+qh1OXbA91XpWeM1kV3igOLKkBhK9fi0JIQTvfv8Scz5ayoq563h0YGvSHSn4mQPvSL3PnDmTrm1aMCI0iepzNnMuJYOK+QNRZ5Q85XQKtJgTavWWKRbBkeOXqVotxC0kDejbkqeHTKdt+9pa2khPXA1XVhdZktSZYpewIElIusjukpYSNjvLjL/DO8+JLmCh5L3FNSPtMse3O5wUjI1g/da3KV34aZYs3MKQoeX5L7N48WISEhLY/+s7NOj8NhevJCN8rGoMGUWAJFGjdkm+rl4MnDp3IllW3U20Dv+BMwl8/P1W4hMzGD/yYUqXjvVYXOj9y/VxMMBz3+juF080f9d2xWWepH1GJyLqIv7f0NZCyUbsyCKmSDJx8ckIAT/NG8nHM3/li9mrefmFTiBSQAriXmbmzJk81KE1E6a0pErJ4Vy9el17lngsNY4fu8LDPepjDQwiwyljVyQcuvGSWVKFrM79mkNmBkePXqZs6ShMwukWNbr3bMyjnd6gZ7cmSHpT/CxM+OQPvhrXAauEKmgormCiqM2nWcKVKRDCmAH1QZY5cymJ0R+vxWwxUTQmlE27zzLn7Ufw8zF7x+sQgucfr8PL036nQe0SajkkyLQ5iMoXzN5144mp+ALfL9zMyy9WvLMVb3DX+eabbwgKCmLN222oMWgOqZkOJKsJYVc06wn1+S25xAxZApPE4SvJRIb6ERrq744PFJeSyRsfrWbx189ogoaPR9iQzTgU+PW3ncydt4aEhBRq1ynHg80f4MURXXE4nIQGPwzA2PG9CAjw9SqnpHsmJSelcezYBfbvP8Wnny3lyJGz+PpaqVChKA3qV6J5s6rIMlqQUzSBQ5c22SvNq8zVq9dRFMHu7R/RtftbfPHVr3Tv9iBCOL1+Lw0MDO5ffC0mfhrS4G4X47+HYalxx5g8eTKPPvoo+fPnJz09ncaNG3Pp0iXq1q3Lm2+++a+Pm+daTJY1k/Lqhdi/9wQVKxdxR/aXcFCrTmmWLNnI/IUb6NKpjjuKfsUKRejYrjrPjVnIh+M7I5lc/QTJnUawaqVY5r73KOcuJvLz2sMMnLSalDQbZpNEaKAPvlYTNofCtaQM0jM9g7RZbz1CVFSIlu7SjGS2snLDcX7fcITvv37e3TGa+cVyPpw+WBusKzicCrt3nPSKz6FHwjOT2qlXIxLikgiJCKFJu5r8NHstFouZ4NBAd50k2eLvmKghyzJhZrCa1XM1iA1DkmRwxeaUJTCrKSH1QR6LFwrnxOk4qlYtqbmhOMkXEUi+fCH8tfs4laoU1Swu1CwoCqqDiBpXQ5vBQhUWTJLdXR6TZMIkeYL83KwONUkiyzrJ65X3bL1L2BCosRnUAbcsmXiwWSUuX04iLCwISZIwmWQUEv9pVeYqsiwjhOD46dMULxxBySIRSH6+7sFmpiKY9t02LsenkC/cn+jIQEICffD3tWB3KOw/fpU/tp6iaJFInurTjCqVi3r8xmWT5nOuD+Cp1Z07mKTWKc8iNLgDLWQlO6sN13Hdg2jt+F6B9G7OIx1qM/Xj5fj5WQkPC8Sk3S84E0C+t0UNWZYJC/fD9ZU6PFIToaVSVYQTp6IwZsQ8xk7ri+QvYVMkMp0STkVyhSNUg+4qElYTpKU6eO2573j/874UKxyGJGQkIWP186VJ0yosX7GDdi0rg9Oma3dP21YvF010qK8qaDicHlFDEa6bTXNH0mIbSRKF8wfy9RsPc+LidU6eS+DV/vVVqdElaLhN1xQK5g/iWmKa+7kOJto8WIGDxy4RFOiLxWJS29dxLU9Y4hjcHFmW8ffzpULRUCxmmXbVC7mtMYRJQkJ2C7fu3yiTxLRfD/HcI1Xd1mcOWWbA6CVMHtuFoLBQsPiCxQ/MFg4cvsjsb1exY8dRWrSszjvvPklUdJiX4G6zeyw1FOFAEToB12U5KNRflcAgX6pWK0HVaiV4vFdzADIz7Ozde4JVK3cyafI83nn7SapVKe5xPRGSR+h130PqDf9Y18Ys+2UbVquV8PAgEhNTtXsyGQi9421gYGBgcK8imX3udhHyLCEhIaxcuZL169ezZ88eUlJSeOCBB2jevPn/ddw8J2r4+vricDjo0achP87bRHhEkBoIzxUTQciMG/8EnR4eS9XKxSlVLFLr/Ap6dWtIcko6g16Zz/QJj2IyA5KkmqnKMjgVMCnEFopg0ON1GdSzLiBQnILE5HQyMhxYrSbCQvzIsCsE154IQGB4MPj6IskmFNnER7M3sXH7CWZ9OhjZ4gMmC4eOnCc0NJCIfIE4FRsCwZVLiVSrUczr+3kZz7vG1pLg/Omr/LFiNwNHdSEwRHU1SUvNwJZpx+pjQQKS7HFEUeSO1Xv6tThS/NVLqoRWBn0Gg7hUGxHBvuqARQsAGBzoS0pqpttKQ7WecTL6lW48PXg6i39+Q4utIZAwIQtJy76guia4BAmBgqxLn2qSzF7vPW4srrGyx39Bch9JuIpKlppGQs2G4rLWcB1C0gkbYeHBnD0bjxCQmWnH19cK2FBEKrIUkKP1nVP4+qqzhtO/2cSBY5epWbkQ+FgRipPte8/z2pSVPNm7MR07l+TKtWQuXUokISmNc5czMJskateryPPPd8bq66dlOvGYYtudsGnLEXbuOooQULlScRrUL4+P1eKZXVQ0CyT9rL67U67om0mzTNLN6rvbRy+aaOtVn6RsxJGsfisQEqxeq8nJ6WS42w1QEoDC/2cN3118fX1Jz0gmJSUdgOBQP/e9IBCsWX2QyjVLEBQRQppDFTRc1hou9xOzomYScgoZ37BQRr7Xmy8//YNR4x7G12xTxQEk+j/VioF9P6Bd6wfwdjXy1P/ATtVUMcPhVC1/nJoZvUugcAcH1dIAmz33cPHoYIoXCMHLUkcviGh+aSGBPiSnZBIcZgEhCAv1JzPTAQitfS0gbKAkgSkkV9rBIPfx9fUlIz1Nm5eQMJkkt3AhyZKWSdjlgqIKaRlOhbPX0qhYOkp9DvpYGfbub/TsXIeqD5QGqz9Y/PjrwHnGv/kdkZEh9OnXijcm9sF1TzmFXbMwBBA4dSKGUzjdVpeS9pyS3BaXnjhO6kfVZ6LVx0yNGqWpUbMMA59qx5MDJtPl0cb06N5U546SxVpDe56GhqqTGMkpGWRk6J5t4jpIoXeg1g0MDAzyCKb/tvvJ9OnTee+997h06RJVqlThww8/pFatWjfdf/78+YwePZpTp05RqlQp3nnnHdq2beveLoRgzJgxzJgxg8TEROrXr88nn3xCqVJ3LhtggwYNaNAg56yE8qSoAWAyyVw8n0C58oVQXAElESgomMxmPv18GAP6TWLRj68T6P6hh2eebMmcHzbQc+hsvpzSA38fC5IiI2SnmoZNKB5fVm2GUAbC/TRFz2VCne6xGpCsViSrL1t2n2H8+yto3bwK330xFNniq6avlE28P3UBQ5/rqPrWau4MwaF+PPuS54IDj+uJKtCAJAkkIVGpenE+fXsRDruda5cTAdi35Qh2mx2rrypqJNvi72i9ZyZcJlNR40fk97/xYXDkcjJlY8PU+jGpg5a4xDRiC0WiDlYV9wxrwQLhNGhQgYUL1tO5cwP3QEzRvr9wzUq5pQhZczdRkd3uJyqqZYcmWkguAcNb5PBYYOiDhOJ5raV5dYkekiS0WW9V2Jj1xSoAbDanVic+SMg4ReJ/XtT46M0uNOg4lQPHrvDwU2p+6GKFI/j20wHkj41l3/E4Fq/czLlzcQQG+BIZGUSRwvmwmQPYfTyR1LQrnD0fx4mTVzh+/ALXElIwm03UqFWGWrXKIEkS23YcYfL7P1KkSBSvvNyNQgUj1EIISbXqcOPtF+4yE3cPjm9I5eraV/uscKkeWcQM92rXvur6uHg1WNHv6/aRkWFTB72gWmrc4/j6+pKWnkBGhvo88vGxuJ8vihDUbliG8rXKYHPK2JwymU6ZDIekxdVQq8kkgVmWsMgCuyIIi42h/6guLF68nY0rdzNxSg8igmWCQvwpXCQf23cep0alGI+gpHMRiQiyesQMh8taQx83xSVqaNYaLiRU0UwfMBS84xlpcQcKRYdw9mIC5UP9kYTCx7PW4XQqCEVRB3Y+WnpuR7whauRhfH19ycjIwHWzp2Y4kEzaJIVJ1qRp7Zozy0gmid8OXKJNzcJgtYKvlanfbyMmJoKujzYAn0AyFBOvvTqbq3HXmfT+UxSMDUcIVchA62G4fk9cv0zqNhVF2FGE2u3yWGi4f1FAkrUg1LikczV4ORKSkAiPCOaH+WN4eeQMtu84wltv9sPHakZTR26ogz37TgFw6PBZMjPthLgmG8SNAdoMDAzuT9JtTppP+QOAVcMb42c1XNMA1dL4P8q8efMYPnw4n376KbVr12bq1Km0atWKw4cPkz9//hv237hxI927d+ett96iffv2zJkzh44dO7Jz504qVlTdcd99912mTZvG119/TbFixRg9ejStWrXiwIED7rFCTjFt2rRs10uShK+vLyVLlqRRo0aYTP/sWvzvtti/RHF3oCXMZhPxcUm4OxvaouAkpmAYr7zak0GDP2L2Vy/gHv86JXp0qU9UvmA6P/kF307rTUSYr9oBkdTZELXPoutMu9BmGSVJQlI8M8ELVx1i/k+7KFE8ii8+fJLomHyefPUmC8dOXCIpKZXyFQppszxqeT/9cAX1Gpemeq0brTVkQEgCWUha/1/i1Sl9MZtl/DRBISxfEBKgONVsIcn2azle3y6cdhuXrl3nqwM2AEqH++snw0FAQkom4UE+ms+MmmFm297zdGz3AO6Bq85a49nBHej46Bt07twQSTJp31vSzMY9bieuzp9MVlFDHRS59A+h+wzCI2xIkgAhae91ooU2wJLdYobsJXa4hRVN2ChUOB9nz1x1H0Eoqnm7IhKAgneg1v9/XPeLZDITGuJPmZL5+XLy45rpvwmsvpy4kMzzI7/izXd7U7hYBCkpGVy9msTZU3HsOXyO5OR0AgJ8iYmNpHnrB3iqZFtCwwNQtNgNoNZh46YVeOGlzuzdc4pnh31CubKFeOXlbgT6W71FDcnls6R3KXHd1zKewa8ui4rbciML+hl90AQNneghBH6+6mMwOn8IJ09fwenUzqUk5kAN312cihOT5EDWBAJFuJ5hCsnJ6Yx47nvGTX8Su13C5lQtNdKdEukOsNkcOBxOfP18MMlglSUyTAJfk8DHKVGteS2s/n6888YSJrzdDbNk45mh7Zk2ZQk13h+gFiCLqIFTs75xWWu4RA2X6AQeYVj9gMc9QOjXawjteJrFGkDx2DCOnoyjfJkYkAXlSkax7/BFhNOBLEvq81AIsMeBT/E7UOsG/wXUZ5v6jLaYZa6lZGqZy1RrDaFZEUmyBBYTWGR+3HqGyUMbg9XC1iNX2XXoMrM/GwQ+gRw/d51Bz37CM0Meok276ig4sSuZquDuFjL0uCw39JYaDvd79++J9k6SZDVltmud+/fL81uEUCdsJk1+miWLN9Cx0xhmzniBgi6BWP0ArmdbeJjqPhccpIoZ7mebIWoYGBhoCATnE9Pdrw00/sOBQqdMmcKTTz5J3759Afj0009ZtmwZX375JS+//PIN+3/wwQe0bt2al156CYA33niDlStX8tFHH/Hpp58ihGDq1Km89tprPPzwwwDMnj2bqKgoFi9eTLdu3XK0/O+//z5Xr14lLS2NsLAwABISEvD39ycwMJArV65QvHhx1qxZQ6FChW77uDdLGXDPEhcXh6+vFX9/dTGb1VgM6sykGqtCCCcChYaNK1KrdlnenbLQE8lcW5o1rczbo7vQ9ekv2bzrnGeb2YpktqiLxapbfJCsPkgWKzZh4vfNZ9xlupqQyTcznuH9d/oSHRutBhjTjidkEyNensnr43p5lQ0EJ45fpngJj+KmBmgXaogPcLsBq8HbBQULR/Dmc18gtI5LsVIFCA0PJDkhBZMkUMi4Y/V+4ewZ7ELwYOFwAPx9zN7+6kKgKMITM1QTgC7GpVAgOkw3MMXtiuLna+GBB0qxYf1+ZGRMkgkZk9sKw2M5YVJdU3QuDK51LpcRNFHCbYXh7kyqe+O1ziVcyJpQog7K1cWEtyuKrAouksyDD1ahZq3S+Pn5EhDgy7X4FCRkFJF4h2r9/ycuLg6TSSYkNAhfXysZmU4wW9Rr1OoHVn9eeOVrPvx0EPlj/YhLiuPpgR/y2iuzScxIpFCZEALCzNSoX5RWHSpSrFwYqfYkTp47Q0rmdVIyk7Apadic6diUDOxKBhUqF2L+wtE0aFSZhx8Zy9o/D3gHZHIFmvRKAastN0sLe4MLig6vuBouNydXgEqhzdxDxXKxRIYHEn8tWdtuuxNVnqvExV0mIiLQbX2SkW5zW2r8ufYQlWsUxyEk7IpqnZHukEi1w/yp8/n0+Q9ZPH0RF+NSmTZkKj9+8jOHj13laobMtQwTCZkmytWtRP8XO3E9JR2ncFCsRBRnzlzBfTMLBaHP0uB0qsKGPmuUUNR1LgsOl+jg2u5UPC4qiqfdvPZxvVYU6lWJZf32U+52blSnhJraVYKIsADVMkdxgiMu19vDIPe4evUqkSHq7FKAj5krSRkeCyCTjGSWkMwyWExIVpkr6TZsiiA6KgRhNTPmw995/82eSL7BrN1ygkHPfsLHnw+lZduq2JVM7EomDsWmLsKGQ9hxei0ObfFYaji1mBreixMFTyYh/XvVjUWbjNG9FkLwcMf6fDBtCL37vsuWrYd1YjC4ftMKFFB/j2Nj8xEZEUx8fLK2PS3X2sHAwMDgnsRkzdUlMzOTpKQkryUzM/OGYtlsNnbs2OEVf0KWZZo3b86mTZuy/SqbNm26IV5Fq1at3PufPHmSS5cuee0TEhJC7dq1b3rM/4eJEydSs2ZNjh49Snx8PPHx8Rw5coTatWvzwQcfcObMGaKjo3n++ef/0XHznKVGXFwcEZFBnDp5leiYMM/MhJe1hqTOWOLk6cHtGfz0hyz9ZQftW1fTdlU74VWqFOfHWYN5ZcICps74nX7d6tK4bknN3NPD9eQMdu07x/ptJ9jx12kUATWreawrnurXgoDgQF3+ei0rhMnC+1MX0qhRJUqWLIBTONyxHQTQonUVwsKzd1uQJI8LiiwJdZgtQfeBzXn35e8ACAsPIDQikMRryZgk7wxwOU1Scgq9KuajfmF1xighwzM7JWlKhkmWcNg8JuaJKRmEh/jdOBjVBYN8bmhHevZ6mw8/HErZ8oW1IKE61xEUXY39nUanfs6jRLviY3ise1wxMyRUEUPShAxVzDBp6a7UMkju+B4KioD4+GQiIoKRMBGZL5j4+BQ1WCqObEvzXyAuLo7I8CAksxokMz4hzZOm0OzDhm2nKF6iAGYfhZ5dPmDSN8/x+hfDSUxMR0JgkQWWBDvzF24lqkQ+Jo9fwPWEVCpWK0qztlUZN/wbwsICGPl6J0oUj0GRLGqbSQotWlWjbr2yvPLyl8z9YY2nUK6MKS4xQkjaAqooobWzS9BwxWFwXze6wbJrcePaV3Efw9XRjwgLIDI8kKtxSdxOgNF7gatX4wiPKERomPocuXYt1b3NP9CPRi2L4FQkHFqA0MuXr7Px1+00HPgoNiHhUCBNQIvXn+Hy/mNcSbKz+9vVWEwSrbo/iCzJbF97AJFynYFPNictNUPN7qA4QXGA4iT+mm5WWEG1eHMF8nSJGwjvBA6KUCMgu3Cnbs0SVFbRf0ilYolI9h6+pH1MIf5aChFhAaA4iQwPJC4+WRM1UnKuog3+c8TFXSUy2Ackifxh/lxJTHMHCcWsuX7IqusJZomXZu3i5e41wNeHnzecoGHd0kTGRLNs9QG+nL2SuQtexuonYVfStd/qv39GCCFwKlktNeyaMK6G4nW9dv3mgKRZF2rCudBEd0lW3R3dl7pMqdKxLFw4jl693mLgk+1p19bbnzpec60LCw0gIjKY3XuOu0r2/1avgYGBQd4mq2XoHeatt95i3LhxXuvGjBnD2LFjvdbFxcXhdDqJioryWh8VFcWhQ4eyPfalS5ey3f/SpUvu7a51N9snJ3nttddYsGABJUqUcK8rWbIkkyZNonPnzpw4cYJ33333H6d3zZOiRmiYPy8MnkV0dChHDl/AY9eAe5ZS0gajEhJTpw2iY4cxVKtanILRIbqBkCAsPIRPJvXm/IV4vp2/iU+/WY/D4XRbISiKICjQlyoVC9O0UUVeeu4hfHx9SE2z8frbi9VCudK/uUUNE3anYNzrs0hNzeC9yQNRuLGT5OdvRZZlNXOLpOvja+bzihZTAyRkTdyoULUo9ZtXYv/OE8gyhEcGkZyYiuJ0aFYrOY/T6eRaUjKR/gXJF2RFAi6mZYJZcgsaSBL+PmbSr2e4Z1aTkjMJDfZzb/dyH9AGpdH5Q/hy5guMn/AdiYkp9OnbmjZtaiLLJrW+3ANUJZtMBt6ZTW7VjXN91iVoSJJqgSFjQtYsM2RJ5szpKyxZsgGTSaZjp/oUiIkAoU4AXrqYQMVKRZAlmcjIEK7FJ2uf/e92IOPi4sgXGQSyiejoMA4du6RZEVkRZh8mf7CY96b256OPFjPwpQ6ky7688+I3JMQnU7FxVYqWLsj65Xtp1qEWFzN96P1qT7cFkdWk8MH3z3HtYjw+AT7M+mo1PXs1xteCW38KCLLy4cdD+GXpNj7/fJm60pU5RWgChOLEKxCeOzgGWWIs3KKe9TEb3Is6SL54SXXLiooMJF9EEKmpmaSnZeLn9981Pbxd4uOuEZEviOAQP3x8zFy+mOje5lQEBQpFkmxXUy07FPj50yWUa1OfNKdEqgPsdhmnIoHwI7BsJYRJULh1DLu+Xcyiz5bSa0g7/IMDuHjhMpIks2P7CWpUL60JFqqw8du6I54CCUUVNtwZSzyrvf1PdO3pcmGRAEX21i7dmXMk93NFkiQK5Avi4qXrFIgJ4+LlJAoWUJ/r+cIDVBFLOEG59y1xDG5O/NWrRIaqbhcFwgM4czlZDRJqlkGYVM8UWUKYJd5edoCKJSKpXqUQGbKZD+dsZfF3wzlw4hrTP1vK9wtGgMlJpjOTQ4fO8vOi7QQH+9GlRx0uXbyOj9VMvvzB+Af4cD0xjWvxKYSGBWAyS5w4fsVdJkU4cAqnJmJkFTSEFsdG0uJoKKqAq7dglFx/NdFWkgkK9mf+/DG0a/cKbdvUdPd0QHDxYjwREcFYLCbyRYYQp7njGhgYGBjcGqfI3QnJUaNGMXz4cK91Pj55MwPLxYsXcThurF+Hw+EWUWJiYkhOTr5hn1uR50SNK1eu4HAovDr2UTauP8yK5bu8xkBCCPfsumum3epj4a23B/D2uz/w4dSnNUsKT7YMJImCBfMx8rn2eHe80fn0u1IQaotZN8A2+6jmRbIJAfyyYjvvf7CAPn1a0a17E9XM9AYrApg143eataqgO5/w9PdRRQxFEzQUzVpDIMjMsBMRFcL4ITOpWENVwVISUwjPF5LDta2SkJCAoihEBFoxW8wUDvHj+PV0VdCQXXUE4QFWrialu83I84X4ceZ8gvcMO3heKwrgoEhsBF98Poy4+GS+/OpXPpi6gOeHdaZt+zqqxY2kzt7rHUqyPZ4eLbSCzoMZ12yYrIkasubSIktmJGTen/IjG9bvo3//NjgcTp4a+D6dOzeid9+WCEVw7NgFOnSsq1pqRIYQdzUJSbozQlJOcfXqVSIjgsBkpnixaL78bh2KZEE2W1n6627KVyhC/pgguvZuiDUynFNxmXR5+XFSJStpDvVyrPV4EJtXbsa/UCF+n7OS0wdOUbpKcfq92AmH4iQwfz4sZgWrr4WhA2cwfcZAMAuELJCFCZMsaNS0ortMb7w1lzfG9sJitqgDY0nSroWbdMaFNoMvJO91WRd1Q5a/MkePXyYqfzAB/lYiNcuouKuJFCoUmXMVfRdITU0lPT2D8IhAJEmicLF8nNQNsL7+9Heq1q+oem2gChsWf1/ylS1BQoZESrpMZoYZh0NCqBF6MZkEFotCxe6dibRkYFckYorkIzZcdcs6ceISZUrFutMzC8XJot/2ewrldAmR6NoE7bkm6azns1jfuCw1ZK2wet3D67ZX961ZMYZdBy5QIDqUo6fiaFi7OAhBZHgAV+OTNZHEEDXyMlevXqFEiC9IEsVjgvlz7wVOx6dSOMQPSajuamkOJ0O/2EqF4hG80KsOdl9f+o5fxojn2iN8ghgy/D2+/OZ5FNnG4oWbOHsunsYtK1G9XhnS0zJwSjLbt51k/54zBAT48NRzrRj94vdERATyYOtKWK0Wfvlph7tME15fgKIo9HiiAVWqFfUI6K4g1qD+9ghZu030wobI8hsHrgxPVquFQoXyERd3nXyRwe5769ixC5QoHg0IIiODiI9PQnE63GneDQwMDAyyx6nY/36nHMTHx+e2RIzIyEhMJhOXL1/2Wn/58mWio6Oz/Ux0dPQt93f9vXz5MgUKFPDap2rVqv/ka9wWTZs25amnnmLmzJlUq6Z6SezatYtBgwbx4IMPArB3716KFSt2q8PcQJ77ZUtMTKB4iShq1ilNmbIFSUnO4ML5rAEyhTZR6BlMV3ugFEePnkNxZWJwmcC7FpO2eL13+UK54m34eNbpA8yYrVxNSGXy1AW0bDOKXX8dY9681+jWvYnOR1bLay+EO0uHdxzS7Ad03h60aoOeOnKBUuVimfrds2SkqXE0/tp8GDmb6Og5QWJiIgB+PmYks0SZfIEcjEtx+y5jlkCWiA7x42pihjqgcDrxs8hEhPhx9PilbHzlPQFDURzgtBMZ5s+IFzqz7KfxzJ79G9u2HtYsLDwxMPS4h6/CWyxyo89uolli6GN2eNxOZF4eOYPMTBs/zh9N29Y16PBQHZYsHseePSeY+flyLl9OJDExhbJlCiNLMgH+viQmpmiiyB2p9hwhMTERPz81xku5ckVIT7dx6sJ1riXZeH/aYoaP6MTRY2dYsXQnDiHzzeSFXL1wDbsCaQ6IzwR7ZBRVHn+YlIAw6j/VlT4fjqB+z7b8ueYAW7ecIsUuk2qXad6xNs3aVubK1QS3P7pT2DW/dM+PR9lyhWnfYQy795zS7jmLFvNGd6/J2iK5YmxI3oNbtxuKgrdollXsUDh4+DzlSsWAEPhrsScSEpPveRcU932pfafSZQpw+OAF93ahBT1WhIQiJOIvJ9LgiXZkOiHDLpGeZiEpQeLIb1s4f+AKJzcf5cKheJKTLaRlmFgxbS5JiakoAnysFiQkUpPTCQzw0e5dBwcOXqBAhM6Fzus+96xWswtpFlPuVLCSZz9dzAwvYeqGe0sVTAoXCOHMhUQSr6dx8UoSZUvkA6Hg72sh4Xqa59likGdJvH4dPx/12i9bOJzkDDvTVxxCMstIVhMnE9N4ZOof9Gpdjhd718Pu70+fCb/QtXM96jepSa+npvPq648Rms/KO28tYOeuUzzUsxFhsVGUrVGamk0qIfn60r5bPUZN7Mazr3bCJ9Cfdz/tz8g3H6Nmw/JUrVOS517t6C7TC693pOeARpw5E8ehQ+e5ePGaNqmhuP+642i4n1uua17vnHrj71lkZAhxcde91h04eIZyZQupzzY/H5xOheSktKydCwMDAwODLCg4c3W5XaxWK9WrV2f16tWesioKq1evpm7dutl+pm7dul77A6xcudK9f7FixYiOjvbaJykpiS1bttz0mP8PX3zxBeHh4VSvXt0t5tSoUYPw8HC++OILAAIDA5k8efI/Om6eEzUaNWrMujX7SUnOoEpVVeHZuvmoZqUu3TjToaNq1ZJs33FUHSjJWReXmGHRiRjaYMvlXuIlcnhEjacHT2PQ4GmUKh3L0mUTGDmqK8GhfrrAYLoAYIBr4DX5wz7uYwhtgtLLZBvXRI0nAKcQgp0bD1O4RH78/H1w2J1E5A9hz9ajvPHsFzlSx1kpVqwYsVGR/Hz0CphlSkcGsulsgup+YpbVxSJr4w1tkKIIcCo893gdPp79p87FwDXoUdyzvaqo4XC/97Ga+WDqYCZP/kEX3vNfKgeSy9VERnJbZugDkpqZ+v4CQoL9GTXiMXVGTSunSZaZPGkgmzcfYOIENY5J9eqlSU3NZOXKnTRqVFkzL/7vGkQ1bNiQtesPkJhso9oDpQH4bc1eHu87mbff7Y/VX2LmZyspVbEQqZkKJw6eIyAiFIcCKakZ/P7hPOKSFGY/P5XFHyzg4MGLxGdCpo8/+cqW4NsPfmLb5uOkOWTSHDJN2lfn3MUEhj3zJWkZaTiEDaeweQXTe6RzA2bNHsn70xby5NMfsPOvUwj9vSdb1PSe7mCit2h/ffaTGzry6rq1Gw9RqngUIFi0fAf5IoMoWzL6nu/4FyhQgOIlCvPL0t1IQInS0ezYclxNbwq89vZj7uGRU4FVc1Zx+fQlMh0SGZkm0pIVNr87kdRrGdicYTiJ4MB3szizaReZNhOWoAAunLrE+VNXWb/2AAJIT88kwN+qWWM5mT57IwM7VfUUyhUkVO8u5E7RK7mmqr2/yA3WNuj21wlaaiRlkCQyMh1YLSY27ToNQLXyMWSk21i+5iANa5fQjpXnfv4MdDRsUJ9lm07gcAqqlIhEUQSnriTT75MN9P10Ay99u4MZzz/Ig3VLQqA/gyet4rHOdXn4kcb0GPARQ57vQOWascz/cT2PP9Ocfi89gs3kS6pddj/P0l2LUyJDt2RqiytVsgu7IlGsdEGat6uGw6kwqO8Mzpy5qhM0XAKHR9hwucy6snYB7okPPT4+VjIzPc/RjPQMdu46RtkyqqixeMlGqlQuRnCQ7z0v2BoYGOQcEhKl8gdSKn/gLcdI9xtOxZ6ryz9h+PDhzJgxg6+//pqDBw8yaNAgUlNT3dlQnnjiCUaNGuXe/7nnnmPFihVMnjyZQ4cOMXbsWLZv386QIUMAdUJp2LBhTJgwgZ9++om9e/fyxBNPEBMTQ8eOHXOsTl1ER0ezcuVKDhw4wPz585k/fz4HDhzgt99+c8f1aNq0KS1btvxHx/3vjrb+Jf369WP8+HGMe3UuKcmqlcKCHzbySJd66s1607GPQv8BbXhzwrfU+nIECDNu22b3YNvV+danknS5npjd6xQBq9bsdB/7+eGPUrlqUXdHRO2wqINjtauiuMUNV+dm/Z8HuXghnk5da3qVU8E1s4o7n70LWRKcPH6J5KR0fl24lVIVCrFiwRYeG/AgT7/8CNv+PJgTVXwDJpOJPh3bMPWrOdQoHM73e86TlOngQEIqFQuGgiZsbDwcT83S+VXrDW0gWrBACIlJGeo38wruKHmCCrrqWM2cCkIiOiqUzAwbGek2fPwsCOGtcrrEjlulp9LbaaiihqSljvUEB120cD2HDp3hs+lDtZld4TGfR0GWZGbOeIGKlfoDMHLEDPLnDyMlJZ2+/dpogUL/u7dZnz59GD36NV567RscDrWj+9rrs1m6fAIVqhYk3Z5EZIFQSlUvx7lEhQ7DHiPd7MvZC4ksef0Tyj3akfRMP2q/9BKJx49wNT6dDPtZipaJJdzHn37vDebCniOkOWRMknqNFi1XiEYtKjB04Aw+nfUUQhI4de3nFHbyRQXz5VcvcvDAWb6ZvZLXXp9FUJAfLZpXp2vXRgQHBahiF657UGh/FW7R5N4Iwamz8cTFpzD/p23UqFaUb+ZtpP/jjbBazfd8x1+WZfr0e4yJb0ylTv3SzP1mAxkZdnbtOElUwTDWrz1E+57R7vq6cuYylbrHcN0pYcs0kXo9kzL9xuKw+SJnCnz8Qine8SUcaaew22Siq5TDISSC84ewb9110NLEBgb4gOLAYbNx8tw1KhQJ9xRKcYITXYBQDb2w4Ur5/LdIOiFDdluGCQnmrdjPpJfbMPajNQCMef83ChcM41piGgO61dE+/t92DTP4/xjQvx+fzfiScV9vYacWODYmXxAjH62CJMsUiAwEqwV8rKzefZ6gkAAefrg+b36wjIcfqUONukUYNPBjGrSsTLrkS5pdxqGoEZJkwCwLzLLwZCXTnVufqcyuS+/u0ILyIguKlYnh3em9WLNyH0/0a4xAQt0kaRMAEqAgcXvX6eXLCeTLF+p+/8e6vTidCp9+vpyw0AB+XraVqZMHZhN7ysDA4H7Gz2pi5fDGd7sY/zn+ifVEbvPYY49x9epVXn/9dS5dukTVqlVZsWKFWxA4c+aMl5thvXr1mDNnDq+99hqvvPIKpUqVYvHixVSs6HH9HjFiBKmpqQwcOJDExEQaNGjAihUr8PX1vWPfo2zZspQtWzbHjvffHW39SwoVKsTzL3bk4w+X4XQqNGhcnmNHLt50f3UWRPXzLlEyBh8fK6tW76T5g1W1PRy4sy+4OhdeooY6W2x3KCz5eRNLl23m4sV4atf2NFLxklFaOlmnl/moexZGK4NAFTTi45KYNHERM78d5N5HFTM8gob7L97rNq09iMkskz8mjDeHz6ZclSJ07tMURVH4fel2nvlngWRvm6d7dmbF8qU8s3A3FQsEk5RhZ+3JeCoVi0CympCsJn7YepoPBzdSZ9nNJjDJnL2UoAZndafmFN4CEjJuwUMTNNTsF4Jatcuxffth6jes6BYmskOSZLeAlNVax1vQUONpqIKGzNKfN/H9nNXM+XakFuzTNeuPJyCHJmyYzSaqVi3BggV/YrWaeemlxyhaxOXb9t8dPBUoUIBXRz3OO+99j81mp2TJGBwOJxWrFeTk6bMsWLiZTgNasnjxbo4ei6PKY23ZuekQPrHFeGDwMEwBkSRfV+vdt2BFfH0dHF/xEyf/2E7rQZ2wWP0oUbsSE4d8wsgp/ZEC1X0btalO4xYVWbN6LxHhQZQu48lD7Up7KGGiXPlCvPXOAABSktNZ+vNmej7+FsWKxTBm9ONEhPl7xAx9SkOX8KS1vbotSwAGSea3tfuRZYmihSJ5avjXVK1UmKFPNrvzFZ9L9Ovfg59+WsgLg7+mVNkCJF1PZ+O6I1StWZzk6+le+7bo0xaLnw+kq6aMez6dQsl+b2GyCywZDiw2Jz4mC3HJDk5v2UeV1uXJvHqKyEJRDBjWGiEESUmpBAX6gOJk0/YT1KtUEOy6YFBOJYcMJDxWGWomKTWmkUPA4DeX07x+SYrEhnPw+BXq1yjK8jWHUITg2X4NKVMiv/b8znM/fwY6qtesxYAOlXnv+234WEzUKBPFgbOJxBTURDazGXws2C0W3vliAwu+eZajZxLZ9ddJnh35ECfPnqF8taLUblmDxEyZ7ZuOUeqB0mxavoVi5QpRokwMJglMssCkS7UOLkFDwiwJL1HDrkg4NMHeLAtii+Sje58I3hyzgJdf74TFbNGEDU3Dl0zqZIgk3GFkJPf/3jE2Ll6IIyYmAtfv1Lr1+wgLC8Rslnl6yHQaN6xIr+5N3XE4DAwMDAxuTm4HCv2nDBkyxG1pkZW1a9fesK5Lly506dLlpseTJInx48czfvz4nCriLTl37hw//fQTZ86cwWbzjnE2ZcqUf3XMPNmrG/PGUzw/sgOZGTY2rD/ME49N4fiRi5QqHavbSxULJC1wqKSJDJMmP8Uzz0zj19+2M/rVHgS7/MPdaST1Js8mMmwOvvhyKQsX/snDHesz4c0+FCgQTkpqOhPeUF0SVCsMh9us1FvQ8PjOpmdmsmHdfoqVjGLsW10JCfPT8tWL2xI0FAF//Lqb6vXK8MGcYSRcSyYyKgwhBO+M/NYdNPROUKB0RTaMaMaF6+lEBvrS6bP1LD14iWfblUeymlh79CqRoX7kjwz0xNowyRw9c43SxfJliXMgssySewKludoOIahVoww7dhylQcNKN07OS3q3FOEZ3N6wm+y26nAHbUPi+PGLfPbpUhb+OBqLKetntcGxFtzw+PHz7Nt3inlzR1O1WklGjZpJcLA/dpsDq9WCwC+nqvmO4OMXyJMD2zHs+Y7s3nOMRztOYNmKTUybvIxXJj/B/sPxLJm9hh5TXmD7H3vZvugPqgwahsPsT3qyCadDrQuLRUFxShRv04HdMz7l8qVEfAqGYpVlarapzWcTf+C58T20briCr9mHMpUL8/yALxg8rLW7PC63LNllECPU+g4M9KV7j6Z07/EgmzYdoGu3N/hk+rOULllAEy4ULWuKR3BSO++u9nONOjwd+p9/3U39WqVYtfBFrsanEFMgTFcz937HPypfEZateZXLFxMICfdjYK/P+HXZboqWjqZUOc/zUJIg7sxlIvNFIclBKDY7Jl8/hCJhcjix2Jz4ptqRFQG+hdi1+G0KPTCSNe/Ppd6cl/h82q+89+7jpKVlEuDnA0oGq/88QquaRcGhm+2wO1RXIvDMGGd1P8mKK8aGS8TQvzaZ1JScsoxNEfR//SfaNilD94eqcv5qCtv2nGPW5Mdo37wiFouZoCA/1OtAAkvonahyg/8Ikmzhs7HdeHfoZYRTYc6v+3l+2lquZTgJDwtQhXWrhQ/mbKfXY3UJjszHgBEf8cbEXly4dIUdO0/RvteDXEhw8Pbwr4iIzU9E6eKYgoL5+ds15I8Jp1GHuphQiC4Y7rZEcxkPyajJevSihuIKDYOkxsyV1Ww95SrG8vrIeUyY1F3V/DRhQyAhtN8yT9Y2122S1R0L3fNN5uelW2nXpiaff/Is1xNTiIoKxfOx/67QbmBgYPBfILcDhd5PrF69mg4dOlC8eHEOHTpExYoVOXXqFEIIHnjggX993DzpVGySwgkI8CUiMpgWraoRFOTH/HkbtDGNt/+9x1JCIHDiH2Bl1tcjaN6yOt16TCTd5tTiabh8+FW//rPnE5jw1vc81OE1goL9WL7iTZ4Z0p6o6FAtF71H4VPwxM5QhNOdq94p7KSmp3E9KZlflm/jsYff5crV68QWCaNc5YI4hYJTUU1WnULCKfD+q3heKwIuX0pk67qDNH+4JmarmcioMC5duEb81SRaPVqHjt1aZ1NbOYMUWRjJ10rBfIH4+FvoWrsIfxy5woUMGxtOxfP2z/t4Z0A9sLisNEwgy1y8mkxsgRB3a3hcUPSuKNm7FFStWpzdu4+q57/BAkMfK0PnYiJJuiXLNvdriXFjv+aDD55R3RD0ASa9gk2q55oz93cCA/1o17YmpUoWZP4PYyhaNJq2bUfx2Wc/Y7fdOdOtnKBL14eZ/P5AYgqF0ejBsoSE+rPsp+2M/bAflrAInP5BdBk7kOtOC0e3HaHq08+RnhFAWqqFpKvpXNy5i/jjZ0lPN5ORYSIzw0SNZ54kNc1GugMynFChaQ1qtKxFmkMiwymT6ZTJdEr4BgUx7auBJF5PdZdHEQ5dvBlXzBndfSoU6tQtx+xvXmbQ4Gmcv5igxdZwpUzO6h4meWcm0par8cn8umY/XTvVwmK1ElMgHM/IQAJTwM2q7J7BJIUAJqIKhODjY+HhzjXZufUkRYvnp96D5dWdtEHYucNnSL5yDVkCk4+JmHpNVVN7p8BsV7BkODDHXyM0yUSRah25ePgaoSWKcmjfWY4duohDEdjtDixmGRQnO/ado0apfKBL2yWcimqt4RQI5WZxMqQs73XrXa4pkuQRR2UT19PsdBk+n65tK9O9QzUwmZi7bA8+PmYeblmJ8LBAgoL8PdcDEli987Eb5EGCYgkJ9Sc0LIDOLcojEMxffwJ8fcDPly1HrrLjwEV69WjKhu0niSkYSWyxMCa9sxD/sCCSMiXikhw07tGCVkO6kmH2oVDNinQa+QRNe7cn/nomX7z1AxMGTSchyUaGQ8bmlLA7VVcVt2WGhhoHS/29Vn/L1aV95xrUrFuCtLQMFMWBEIoWPE7xjrGB7jcIXf8FqF+/ErNm/QaSxJ69J9m3/xRduzTG18+HqGjds02SQAq5sa4MDAzuS9JtTlpM+YMWU/5QxzwGwH83UGheYNSoUbz44ovs3bsXX19fFixYwNmzZ2ncuPEtrUn+jrwpasie2VY/PwsPd67Dd7PX4nB4XzT6IFwKLrFBtapo1rwKzw17hN593sPmUNyBQpPTbPR/cgqvjZlFzVplWL7iTXo83hTJhFvMcA3GXOiDgLlEjcTryfR8dBIDen3E/9o77/goiv8PP7N7JZceSEihJKH3XgUEARUEBFRAQYqAFVSK/acUG3YUC4giiFiwIqKCiIiNjggI0qT3GtIvdzu/P/ZqCHwBQ0kyD68hd3t7u7Mzu3uz7/mUtWu3U6dBeT7++n569G6C23DjNgxcUuKSZqpFt2GKGC7PIMmVT9gwpGDOJ39gseiUrxjP8aMZjOo3kdfGzCIjI5e6TaoSZil9wdpc6FaISwabjrBp3NAihRCrzp1TlzL156189n/XEB7pAKvFNPvVNNAEGVlO0wc/uGcChI3ABx8R9Dc2NoqjR096FgVP8ZoBOjU0n2DhFS28Lgp++wx87ifm+337juLKc1OpYmK+hy55irjidruY/v4CbuzRilCHHaSBEJI+t7Tju+/GExYWwtatR/57A19AKlasYWYhkU40i0FomJ35c9dgiYrmmRHT2L77JK6IKP747Ceq9epLTl4YOVkWcjIF22e/R9a+vThPZHJ0w9/k5mg4nTquPJ0lU7/i8N4j5BqQ64bUhtWZ+PA0Dh5M9wTU08hxC2xhDlq08btrnSpoeDMCBLtrJSaWYtLkEQwe8jK5ee6AwKGa57VH4PAKHoHCh9CY8ekShIBe3ZrmE0E8Rb9w18vFQggNq1bKd9pe26Ue4REhPDxsBv9uNuMMeGxZKBUfQ/bxNHRNYrNpCJmH8GRMEoZk44qZ7PhnATm7N1EhujZpO45QqUtnwhLjqVYvlbQ0M4aRlAbScGO4JRYkuAPuuy5T0PAEBfJfToFac+DfICuOACs5XfO5se08cJKeIz/l0bva0vXqWj7BdNpnK+l2dW2iosODBS5vscZdiCZXXEaI8HLm+WDViU+I4urmFXlvzlqk3crqbUd44rWFTH5lIMIexnMvf8XIh28gMzuD7FwXlepV5ouZv7Jm+Vbia1cjPQ8y8iDdU9KcEF4uiQHPD+WWJwbittp5+s6J/L5gLU5DkCc9okaApYbXrdIrS3gtN9xScF2PRqxa/i+D+rzFkSNpprDhuQ/6gojKU4OHei09H3ywF/Pmr2DWrJ959715xMVFce21TfznfqCwq0Vfgt5QKBSXIxLJlkMZbDmUccY4dCUNt+G6qKUksXHjRvr37w+AxWIhOzub8PBwnnzySZ5//vnz3m7xFDWE6TNrPo9Khtx1Dbt3HeHbOSv88SzMIYXPQsPw+PEbPisKF+061KPvre3p1mMsX8z+g/dnLqR7j9Hc2q8DU6eNol2HehjCjdvIC/p+flHDNzjxzLosXrSekyczeGPqYKZ9cjdNWqQSWybcFEZ8YobwBRVzBYgZgQKHV8zIyXFx4kQW70/8npi4SHb9e5iwqDCenTqUp6fcQ/lUc0Yy9AKKGgBafCWE1UyXFxFpJ6VMBH9sOszb97UhKjrML2h44mkgNE6czCYqwuFtqGAxIxDfbG3AwwnitAkqfJYYnsCfwpPVxOdmgj+OhggQPhCC96f/wKBBnU6twylI5s5dxvbtB7jn7s4Bx2CeYzarzq19O1CzZuPzb9SLgBBRPjFu9apttGxbncMH05g0fjalKiQSVqEsy775naxMNznZFpw5Ogf/XMWRNUup2GU4ZZt0I7pcLTK2/8P+JYvJy9NwuQTJrZuzcdFKnG7IM8zSvk97pr/0pc9SI9cwMwS4Asyh/TOU5rXpEzSkx10Lv8BRuXIid9/TjUcemx5gURX4N9DKyl/cUvDm1IXcfENz4srEnPrAKwRc4OvlYmERseYLCaGhNnr3u4JNf+/l4L6jvnWEkFx9aweqNquFVQPdYrBvySKEzDW9dzRBetpe6lTqzKGDf3N47U9kbt3EoS2H+HHGAnoMuRbNomOzWXA6XRw8dJLE2DBT0HD7XbekSyK9okb+QKEiQM3wBv/0vveu47XU0E1rr617TzBkzNdMeeYGmjdOBYuOsOgs+GMbG7ce5J7b2nhibljyWesIsJa5cI2uuDwITTJ/bywWsFq5p08zVv69j0mfrWL0qz/y6bt3Eh1bmsVLt1KjVjKl4hxs2bqXx17qx8Hjufw8ZzkVWzYgwwWZLsjM8/9NDygiPJIst8bg8XeyfsUm/ly6CafbtMIIdFzM7wApIcjistmV1bj/kc68NH4OBm7PREjg+EHit9jwbsG05BC6YOaHj/HHkg28/fY39O3bAavd7hd5he6/BjRlqaFQKBRnwmnIi1pKEmFhYb44GomJiWzbts332ZEj5z8RXExFjSi/caaE+g1SaHllTV5+4SsMIyDjCF4LDX9xeQQNr0BxXdcmvDt1JIePpCGBr+c8Sasra/rcR/zuJB4rD4xTRY0A0/m8vDwmPP81UaUchIbbcEsDl6+A0/CmgfOaruKzzMgvcGRkOJn0wtcM7zuRmZMXkJmezUszh9O5z5UYQgOLxfN9s4RbYy9ou4vYVIRV53hOHn0m/kr/dpXJyMljxuJtpqARZKVhWmrsPpBGuaTogjfodT0xtx48Uys08jyWN36Bwj8j5rXT8Af+9IobZhBQU/TwZjoJtuRY/PNftPcFig08wGCffyklzz4/i5ZX1KRJ42oBdQ20MAlBCOt/bNkLiyDCTBks3ZQqE849D3amaZuaLF24hjb9riXLDXs37CD56mvIc2o4cyX7Fn1OqYqNsOS50V0GusugTOMuHFnzB26XhtutEV+3FuWa1vMM2M1SvkYqDa+q77c4MgTOfLOZ3qC6hnQHzEYafoHD44JieALvXt/tCtyG5NvvVwYLGrr11JTMnvLRF8vYsesI99/d+VQLDW8pLqKG5j8OCQy++ypyc/NY/tvmoCwNruxcPhv9NjaLxGoziKtRjezd65BWgVsXNG8zCjSNKslXsX/PKmLjq3Nk0w7+/WsLP3y1jF8WrUdoAikN9u4/Trm4CI+rSYClxv/63S4ogKHXfcgXGNT8eyw9h7vGfsP0F3uRkhILuo7QLUhh4dnXF9KwTnlat6gacB4EnAOWSIQeWijtq7iMcSSZArrF/P3p1L4mFZKieXLiQj599w5i4kojLSG8MOFL7h/ZjZ279zP+yS/JzNM4mpZHt+G9yDE0sl2QnV/YKOC9EeKgx4ibKV89lc/f/g6XIcg/Vi1o7Gp47oVuQ1CjTnnGvdibzz9Zittw+4RckP6/XoHXm+rV85ujWzTKlIlBCMGmTbsZPOQlFiz8k5xcl99qTdOV+4lCoVD8D06ZWL7ApSTRvHlzfvvtNwCuu+46Ro0axTPPPMOgQYNo3rz5eW+3WIoaQugeYcOf6/2Rx29kzep/mfP1Mt+DEdJj1i7d+SwtAkQK6aZMQhS339GJfv3bY3dYfDEy3EGWGS7/djxZTLwEBgNdt3YnHTrWIyTE6gkAagYB9Z7UgYE/3fmtNTzLnXkuZn/4Ky5DULdZNZ57/z7mffYHV3VtQnK18p4YG6eWMOuFfUhzRZbjhW/W0/vVX3jgxro81Kshva6szDMfrSTbZXhmVzVz5kzTkEBaei5hofndT05H8EV/9OhJkpJiAz4NEDW8QoZHxPCKGyJA7vC7nPhf79t7mHLl49B0/VSXhHz7/2buMlas3MzY0bf6F57iMhNx9g14iTAFnkikNFj622ZKxUUxaFQ39mzdx7pf1uF0umhw640IzYZhCPKycoht2hndYjNjsBoSYYDFEkLlvo+YAokh0O0hbP9jjW9S3huGJCa+FFvW7fCd126P6OZl5/aDfl9y/GmOTTcx/0ylL9SudPP8C7cz8Y2v2Lz1gPkQq3vEDd0a/F7TcbokTz7/Bd06N6Zhw0oFWnKY3y0eooZViw26NpJT4+jcozGfzfiVrIwcX1DDsIgQsk6ko7vycFgkNbpdTUKdahgOjbwQC39v+Iq07EPYrQ6aNriNUkm1SW7bkajEOHSrhTynG2duHnarhQOH0ogvFQaGYcbOCETgT8Wan4JiavjEDM1XpKZx11Pf8vxDHSmbFIPQLQjd7Lcff9/CL8u2MvbBrqZbXJD1jqeoeBolAmGNAHuUGUzWovPRd+uJLRXO4WOZrN10GKwhfPvjOho3qUZUKTuvT5jLgGEdSct0s2juCuJrVCLbDdlu2PfvPk6mZ/PtmLfY9Mdact3gNMyS68ZvkSZBd4SwfcNODu45EpDJ61Skx5Ij0A3FbZgWiPv2HGP+t2s8YxXvF/ALGoFxhjz3ymPH0nj55U+5884uzP32GR559BbWrNnGLX2epkvXx7l/+FtMe/9HpFSCnkKhUJyJXLe4qKUk8corr9CsWTMAxo0bR/v27Zk1axYpKSlMnTr1vLdbLEUNAJ2YoB//lldWp/3VdRn9yEyyc3J8gwAZYFnhLW7faxcGriBrjED3ksAYGfm3IQOyZXgFDYlBpcrx3HXfNQFuMOQTMkzLDDcFpXAVbN64l3t7v4pEYAmxUr9lTT5+ewGH9h9n4AM9fLM9+YtNRGLVzlY8OE8iy1G3cjzzn+5M0xqJoOuMHdiMA8eyeHnWao/ZuN9K48+NB6hTPTHAneTciIoK499/97Fx485TAoXecccrdO36f9x37+vs33fM52aieYOHCt2zTPcFEAWNBQtW0aZNfYKc/IMsRMyS63TxwMNTaX9VPdpdVS+gVgGihjSAyPNvz4uIRjQSyZwvV2APsVKnSRWiYiOZPeET0vYfYfnUWaaxjCbRrRohpRNPiYcghWDH7DfNZZ4m2Ldm4ynPqQd2HmTHpj2+c98tBTJg4P/jD2s9YmNgLI2A2BoyYObS87ndbmHqew9yz7CJpKXn+i01vEWz+ISN1yZ/z45dh3nyiT7+WBuBRWighSO0yzvA69miiyhEkHsPdO7RiPST2bw74VtzoZBowFV9OmBkZeGwSCJidLZ/M5PsA2sxQjVKV7uC5etnsv3gSjbtXMTx4zs4sPpXrrm7F9XrpVCjVnmcThc2m056Ri4RYTZz24FuXDoIX3oIj3VVYIEAV7PAZQFWGrrGzO/W06RuORrVrxBwT9HJcwtGjPmSlk0r0fma+gULGpquXE9KEo6yZOS4GfLYl2zdeYzf54yifu3yDH9iFtkujQmvf829I67HaeRy18iOVKlfmR/nrkbqVnLcpmCx4aeVrPxgLsLqoOk9/dj803KO7jnkjXnrCxPjlmB44lpf1bMte7btL9A4SUrhE3mlFEHreONtdO/VhKW/bw74jt/qM8haw/taGowd8z5ut8FDj/TGkAaVKiUy6oGb+OKrcXw95ymG3dudSpUro2nFduinUCgUhUKuoV3UUpKoWLEidevWBUxXlMmTJ7N27Vq++OILkpOTz3u7xbYVrZTjtZe+Yf53f3LyZCYSg2dfvpW9e47y4vivfA9H/llggz27j+B0Ojl08JjP4sL0ZQ0QLQgQLwJmkX2vgx66vHhmUgyD2/q8TkE22P6gYcLjChAsaDjzXHz09gLiy8Xx3Pv30an3lUihs2v7IWa+9g03DL6aspWSgkz9A0uco+IFb3NbSCidunZHs3gynFh0qibHMqJ3I577YBlb9p7wiwOaxsyv/6T/jd54E2chaviyj5ivHSE2Ppz5GP/32LsMGvQCU6Z851v16adu45s5T3PbwGvp3/85Vq3cHJDhJNAtxbTcOHTwBBNe+YyZM3/kppta+/fjzZQQaLWBxvgXPmXHzoO8NuGu09TcM2IVCefVlhcbG2V9g2Nd1xBAvStqkn4kjTVf/UT2kaNYLQZWq4HFLtjz3dvk5aVjWDTculkMTZKXdhQhpD8Wo8PuzyfiWXbswDHKlDWtIMxBffBz75aN+wPtMDzXafC15hUzvI8AEknZsrE8/fQgbr/zFaTI527gETZ27jnGU899xt13dKJO3UoEuyUEBBm1nf9N9XJDCA2bSPH0r9nWjlA7LdrUYMZbP7Dtn73mbLKAms1rcezfPdh1CLEZ1LulK7u/m4G0ZWKrXJXkJjdxNPcgiXWv4fCBv4hKiOSbZ9/G7XQSGmbDarXgckscDitZuS6/hYW3LlbdkwFJQ/hEzkBhw1dpz/KA1554Gjl5BjO+XsPwQa1A0xG+ALA6r0xZxMYtB5g4vm+Alcap7kfYL/z9UHF5kK0l0+OuGdx6Y1PGPXQ99rAwXn9hACtW/0vv/i9z+x2dCAnVmPTGd2zcuI8ct2DL33uo36mFz/pi04IltBg+GCl17JHRtHrgdlxOl+/+BQH3Ms9+qzWuRoVq5QoMzWRGwjDXN/8KAn7dAEgqG8OY8QVHgffGCyMgztCKFf8wedK3/N8TfSgTHxU0cSOlAUJSsVIirVtfWyjtqlAoFMWZPE8Gq4tVShIVK1bk6NGjpyw/ceIEFSue//is2IoaNj2eq1rVYOeOQ/z041qW/PYP2/89yH2juvDqi3NYuXKLz00kKyuXe++cwscfLubosZOMHPYeU96any8DgxszoKj34coflTw318m0d37kjoFv8e2clXz7zUrenbTAVxfv49mvv2ygXsPUoHr67AHyz9Z4BQ3M8sKjH1E6PgZ7qB27IwQDyHMZPDdiKtFxUfQb0R23UbDbiZQaZcOqXvA2BxDJV/pnTj0pFx8fdAVly0Rw29i5uKT0PcRs2HrItNTwWUQUuEX/y6A0r+br+DLRfPnFWJ4cdxtlyvj9hMvERYLhpmGDSnz+2Wj+7/+msn7d9oC0rqaYkZ6ezdNPfcCQwS9RpXJZvv/uOTOLia83Tk3JsGr1Fp59bhaPPNSTmjUqnKEx4hCiaMz2W7RY9CwX0z8dCpjPkfe/MISud3dnyUffk9ykJna7G5vdTViETtXed/Dv58/hskncdg23TWAYOcTUaIimSzTdQAiDjmOH+p5VNUAXks4DrqZOs2pBCS8CGfdCLwgYjHsD5vktNbyzlfj+gmkR1ax5Da69tgljxs0I9iHXNAw0Bt31OqViInh63IACLDQCXluK10NvqF7N88psr4ZNK/L0GwOoUDGep+59l7w8F0iw2iws/uA77Do4LBBdJoSm999BSKSTPEcm9voNSGjfl7zy8VjCdcLCJJXrV2L5j2s4eiSNmJhwjp7IIiU5jh3703yBO70Im46wWRBWS1Bq56CYGYFWGSJwufn6k/l/07dbfaw2qymMePps/eYDjHnxG0becy0N6lX0BEUMCJDoLbayCP3ydwtTFA626BpMff4WrmpVw2e51bJVHW7udSXfz1tJrXrlOZmZzrxv/6RmkyqczHDRafB1WEJDPbGsJO0evwfNYjPd6DBPxz/e/Ajwe1FJCLqhpR9N45PXvi7YUgO/60ngJEagAPLX6p289sJ3wbq6bwcByVylJCsrhyGDJlC/QUWG3tvF5653qqWbQJBYyC2sUCiKMgJB2WgHZaMdQRbPJR3lfnLh2LFjB273qWlsc3Nz2bt373lvt9iKGuhWmrW6mcF3tadL90aUq1CKLZv2sXHDbmrXrcAN1z3H6Ec+Yt63q/ntlw3c0Ls5Ix7qSlyZSKbPupf09GycTmeAy4nhczPxiRuGmx/m/YnTlUd0TCjjX+lLx671ubZzPSxW/wkqMThy+CSlSoczbEQn3/L8Zvn58ZnnG5LKNStwVdcmplCBOQia/vJsNqzcwgMvD8Ee6vAJIPlLrKM8IZaL40MrSleDyPL+lIu6TlhYCO+N6cKy9XsZ8+bPIDT2HDxJhbLRnllW72mY3w0loIGCMqMYp7wuV7Y03bu18H/VMN0TAKKjw/nww/9jxIi3+HnRX+Rk5fHbr+t58IHJ9Oo5jvr1KjJn9ji6dm6KVaeA/fj3d+L4SW7u+xx166Tw+KM3+/cnAy1zvIdzBsHjckO34ohszci7pqMLiUWT/PTZYspXTCC5TmXWfDaf1VNmEBKSR0ioizLVk6l3z6MImcamGY+xddaTZO9dT4Wrr8dqNS060nbuYPnUz7EKzIwaGhzaeZAPnvsYm0Vg0SSax6ojkGdGf+kZkMsgqwyvufXpo02aw/dBg69jzZqtHDvmSffrSdv7zHOz+HnxOqa+M4LI6AjPg7M3xavHokBooCcgtOLlc261JmDV4nz3lFfHz6V0XBTj3hjMv//s4d1nZyEBTdOwh4bgzszCoUOo3SCxcix2DrPp46c5tPNHTpaW7N61mLq9O5KYGE7b65tzZP8xyiaVIjGpNHv3p1GjWnnWbTviDw7sxWYDq9WTBcniu0f4szJ47xtagKARKHpoLPhjG9e3r+F/mhSC9Mxcet3xLlUqluGpR284NR5OYLFdHIFXcXlgDQknuW5nU9Cw2MBiR+p20k5mU7ZsLP36vMi+A4cZ9nBn8qSFZYv/5re5y3B7bjMZB47yx+szEJo0xVlNknngMGGlItG9HlFeQ6KA/R7Zd4S4pFKn3N+8VpkFuZ4EMn/uX7RqWwM8caAKkoC9wsaI+yezY/tBpkwdjsWqBwgZ0ncvlVIiRBJCWE7ZjkKhKLk4bDq/P9KO3x9ph8Om/+8vlBBUoNDCZ86cOcyZMweA+fPn+97PmTOHr776iqeeeoqUlJTz3n6x/nWz65XIcC4DYZBULoY7772aO++9hl07D9O+xViWL91Czz4tqFWnAt5MKWCOh4c/1IXPP15Krz6tMKQBuPG5kUiDgweP89D906lWsywt21Tj+hu8bhTmQ9qtg9ryxMOfAHDXwEmUjovg5TcGeNY43TAmGDOensQQkJQcF/TZr9+vYuZr3zDo4Zuo06y6b4sFxeSrEF6Ni4ko3xq59XO/ybgQtGxQgWfva88jr/5IgzrlkJrgioYp/2NLHlt5EfDe8Ch7QXKcBriDD94X08L8PLZ0JJ9/Nobxz33M229/Q+3aqfS55Soa1B+CwCtgeG0HAuJigG87LpebfgNf4uixk8z/9ilstnxZTQJPIEJBFK1Ak3Y9FSF0crJysVh0Ot7QjNH3TOGeV4Yy9sbH2fnHKsISy5Da8To0IdEtOiHhNhqOGI3L6Ua3WbHZ3VitBrpFsm/FX1RsVN2M0aeBVcCqBStp0q4uFk8MB++DQGAsvZwsp+eVZ6ZRiAB3Li1oaC8CTwRP0Fek2VdhYX4rmbnfLmPskzMZ/cSttG/fyLO+ZvatIMC1SYIebE1VXHBYapLjPsiRwyfZv+84Ep0qdVK5e/QtvP7ETMrVqEijLq24ZcwgDJsNp4BQCYQYlKsZS8zzD7Fp3u/smz2eqNRKxEVnkrlqJ8mtW/LAuBuJKxNOUtnS7D1wAlu9MkREhLD/pJNIu81fCavVFDoCCXQrA7wiFAGxNwLJyHJSKtovOhluN4NGfMCefcdZ/sMThITYgkWMoO2GgiWpsJpUUVQIqwW5GzzChp3pH/3CVe3q8cSTt9Duyoe5o/9kPpj3KMedGhv/2k6ttk1896fopNKk7z+EkZ2JHhoKhouQMDvNB/Xw3dssGlg84obFc+qWjo+hdZdmQfcr82dFIIRnvBHkcSV9p7tFQJVqiTRpWtkXLyr/DKopUgjeeft73p/2I5PfvZeatcp7YnjhNQE1LUs8dnG6KH+BG1qhUCiKByXNeuJi0L17dwCEEAwYMCDoM6vVSkpKCi+//PJ5b7/4WmoAmrBid5UJMNQ0B88VkmN554O7+XPldt5960czzWuQGGCeyF9+tiTIZ9XrirJ1y15CHDqPjLmBhx7vht1uCdqHf18mz7zch5ffGAh4Z1ZOndUXQnrcx73xCPwP85oQfD3zZ/ZuPwhCsn7lVp4e9jZtujSh9z3XebZLvmMwCbVEUTrkIpubJjQGa4h/dtUT3O+Bwa24uXNd+j/4Gd8s3EjDOuXOYmNegcFtChrev77XRvBf39e81hb4BI7oqDCeHz+ETz76Px5/7BYa1q+I8G3P833pBrcLDG/JA8ONNNzcO2IS835YxccfPETFigW1qfTXVysflGK2KCCEhSH9e5CdlYtFk8SUCuXW4T1ISIph8Mv3cfLgUXb8vIQQex6h4S7CwvMIj8gjIsogspRGeIQLh8OFze7GZnMTk1iaSo2qY9dNSw2LJkmsEEvDK2qgaxKrJrEIia5JdOE/eRs0MUWFQBcT00rDV1P/PyF8A3aBACl58MHJdO3SArvNClKyYsUmbu7zLN2ub8ETj996mhl878x+GGjBAmJxwaFXAsPK9u1H6NGnFW7MeDvXD2xPh56tmfToO2xcup7IqDC+GPcuB9ZuIsIK0XZJKYckoZTGFb2vpMfz99Puzi6smfohSUkxWFzZfPDGfCyaRmJSKfYfOA4WG4NvbsE7c/4Ce4D4Z7eCLaAEpnrWAyw39MA+CTRpk9htOpmZTjBM0euBp77my+/+YsYbt1G9SgHXpfD8JwTYKhW561Lx3xF6OGhlQLeSkePmo08Wcc99XahVryx9BrRmzcrtTBw/B5eEhm3qUbZKWZ+4YNcFV97dC5mdxZrpnzHvoefJPnKU2LJx2DSwa2DTvPc4j9WGYbDih5WUS41HE8E/zAVZaAiPuKsJ8174zZeruKpDbTTNDGRdsIum5Lu5yxlx3xTuHtqZfgPae+6ZAWlfvQUJxCCEcrtSKBSKsyHXrV3UUhIwDDO+ZIUKFTh06JDvvWEY5ObmsmnTJrp06XLe2y++reh2wbrPCd26PV8WBfNfm/a1eOXNAcyc/gtPPPSRJ1tJwGwtkJJShq1b9uFNGymRHD2Sxshh05BIKleL95t5yuBCgHARHRPmNwXFP8gINAYwrTL8AxszHKW/DHv8Jr56fxEb//yXh299her1Unnk1duDopgXZP9RIT3LbIuLhduF2PANSIcntobfvFzoGu89dyMtGlRg1ty/SDuZk6/m+SwkINgNxCs+GPmFjQCBI+h7Af0Z5EbiDt6G4fIvc7vAnWcWw+URNMxMJ2+/M4/Jr9/DtR0a+EWTglrdMEAWjQChPjzXyxURFuw2q+98jC4VxppFq6nVvCa9xt3BvrWbmXvvGHb9tJDQ0DzCIpy+EhrmIjQsD4fDxcHVqylfpzKhdgs2z6D/z4WrqFI7mRC7jkWT2HQDq24KGxbN345de5iWFL4ZR08b+6QLgS8NrzdahyYE0jAYNWoS8fHR3H1XF5CS1au30LHzY9SrW5EPZz6Gpmv+QDamihj88Hw4DWEEiGPFBbcLsf4rHIdyMAxocVUtMwYPAIJ7nr2N2s1r8urdE/h31T/c/Fh//vr+Dz68/0WWTP0C94EDiCMHyP5nA84tfxNjHCelUgItr6rF33/8TdlyMehCIy4umsNH0kC30a5tHZau38eWgxn+eoTYzGK3+gUOq8X/16IHZDMJiKfhRULjmkn8vnoH0jAY/fI8Xn13Ma89eSPdO9Yj/z08CAnoRcglTFE4eO5t7NkLFjsvvTaH++7vDprELfOw2i0MfagL77w8lw9f/5bd2w5gtdt8VhdWDSrUTCU6LpKqrRtwwwsjKVc9BZsO9nzFK2ws/34Jui7QNVlg5uL8Z6fv919ARloWH037jdjYqKB04z7h1sOPC9Zw680v0uX6pjz/8qCgbcug68Acc1h277+4YwGFQlEkyMlzc/0bv3H9G7+Rk1cMxz/niQoUeuHYvn07sbGxhb7d4ut+Ig04sgVL1jHsla4g12pGWZVIz8BA0rtfK7Kz83h4+AdkZ+fx3Kt9sVh034jjyRdu5sihdJ4ePYsu3ZpQqUoC45/6gjHP9iQ03Oa3xgiaRZYB/3uXGL51A+MDBEUHECA8ddMkoJlRQs0lkpRK8TRvV5vhvV6iUo1yjH9/OPYQM3CZEBIhvUflJ8TppPz+fVCpgHgPFwpPu4ucdGRsCOjS/4AiBHa7ha/fGUBK6+foOngqX04ZRPvW1QNcAAzzIUYaeBwTzO0aHltdpBn4zztg8860S+93fBXx/JEFL8sfL8O3bqAYInC7De594D0mvzufiS8PYfDA9p71hX+/+e9Few8hkouYX6Kn3xxZx8i0pBKW6jE40QQbl22kRtsmNO3SkuycPL5+6l2k282/P/1BnZ6dSGpUF7fbFK00AQf+Wsvfn39P/Vcf8A32s4+fYN4HP3DljFGmiCFMyw1dgEVIjABRIzsnD+A0M+qewb0nBa93wG+4JXfeOYEWzWsweFBHkJJff1tHtx5jqVqlLN9+8zQOh83TrQHbDbAAICcbtv0D8Z1O3W1Rx9O/IVnHWLzoH2o0rOJJQ2nOGFssFh6cdD/jb5/Aq3e+yJ0T7qP/2NtwOV3s3riDmEgbh3ce4MSWHWhIWrWqQoO7riXKZpB57AQ39myOJixERYWRdjILdB1hC+G9l/vQ685pvmrMW7GLFnXLkVg6zGx6b5REwMyP6Q4WNkX+60vS57o6jHxpPvN/28qr03/n+Uc7M2xgK7/wKQRIDYT3evZs4+AJRKoNRQnD+5uUdYyjpcqwcvUWHh19M04ji0OHjzPsoS7gcJDt1pj63OckpMTTpNuVaEJ4LDU8ooPDSmidSoBpjWHXwZFPzLBqYNckuzftpv+oHqYFWj5LDQg+pf0WmqYAsuTXzQwbdR26bkEIzZehyytoCARzZi/ltn4TaNehHtNnjkLXA39vzN8u75hDIBAn09G274RyF3EsoFAoigSGlKzdk+Z7rTDJUfpOoTJx4sSzXve+++47r30UX1FD06FaRzixh8jcFI5YTmKQhxAiQNiAgXdchT3Ewqih77N/33HefG8IUR5/bU2HuIRwrr6uHnNmL6f7TU159pU+4E2RViCeh++AG4PfesMUVdxSmuN4GfzQ5vetNcdBpkmqub1vPvmNp0bMICzCwYsz7iM00uG5+ZgR0033leDo6XXcpbBUbWQeyMXC0+7ixB6wS+TJFQGzreYRSgTtrqhMRpaT6wZMYdKzvRh0izfIp+Z5MPEMBoWGR93xoHsGiZ5j8q0n/PE2IJ+VRr6bdJD1h8v/uQzcD6SlZdL/zjf47oc/mfL6XQy5rYNpheF5oDZFFc/2vL77uRIc9S5umxcGAddLw1LJbDHWYOAmJDwETROmKbYGLW9si8Vm4aux71C+YXVKx0eSvmUTKz/+HmkYtLm3L1pOJr1eGk64w4JDhxBdsmblP9w1+hZC7TpWzcCimcKGVTPdTwJdF0uXjvS8Evn+BlhreF1PhIaQgjvveoU2V9ahX9/2ICUffvgjQ+58lSta1OTLz8cQFRWGPz5Lvtl/L0c0ROVril7fnQ2e/g09sYdHarbnqNzry7AkPfehEIedh94eyWsj3uTNoS/T9/H+tLu5PbUaVcaqSSpViKHllabrkE2T2HU3R3fuo02baiQmRKOh4XCEkJWVa6ZN1e0klotnzrTbKV3/CQB2HUrn+0k/s3t/GuUTotCEIMfpompyKfp0qk3FhEhT3DA8llBBVhqmABIdbuOvfw7w5YINTBzdlaEDW/nFDF+aCM0UNrzXaJ6AsIt8L1RcHgTc21wZkYwdOwADF26ZxyvPfc11PZtRoVYqA0f1IMsJn7w+hykPv83NowdhtdkQnlgZVgNf8FDNK2pYTPcTU9CQ7N64g82rNjHokV7YdAOLwJyg8ODV6LzuphBsOJab46RajbJUq1YOb/LxIGsNKXhtwtc8/ugMbuzViilT78NuD47t5E336hWFpZTYj4cjqnVU579CoVCcJUrUKFwmTJhwVusJIZSocQqaDkkNwBaBBkQ4q5Bm31DAipKb+7ckPjGKuwZM4dpWTzFlxp3UbZCM4XkobtCkAo2apphrB6RI8xJoEuqdI8lvq+E1B3UZ4JanPlB5n7U0JIYUvmW5Wbm88MSnfDb9F7r3bUWTK2vy+dSFDBzVzWfFoSE8Ozb3bkgor8cTV7oSxFY+/zY8HwLaHSkhby+4DgUF/du++zhVUuMYN7Ijw0Z/xZAHP2bJ6h28Ou4GwsIc+EQhYXBKsD9pmPvwChO+7BXaqZYasoAHI+82fLE43MGWGh6BY826HfS+7XUOHT7JnFkP0umahp4Hp/xR6DW/ZYkE8lIQSbULv10vNAH9ZgWSqMoR+Q+RpSIZ8H+3kuXyz1i2uL4VUbHRfPzIG3zz2ERufHYYt748whs6hWpVE9AFhOgQaoHl3/xOi3a1iY8Lx64b2HTzodjiiauhC4krwCza71bifY8ndobpjOX9qwkdDY23p8ylapVy9OvbjuysbB58ZCpvTfqG/re25+237sUeYjf7x3ceyVMtNnLDEWHJF/96uVgE9G95IFfmkC2P+9JK4rk8Q8NsPPDmcKY/M5MPxk1nx19buX1cf+yRIdg8YoZNl9g1SW76SV55bCYT3xmEruloQsduE7hcnutE08Eagi08zFeNOwe0JjTEAoZk3+GTZrYVm876f/bz8Gs/UadyHP83uCW695ryWnFI03Lt720H6f3obA4czqBW5TL0ura2KYIIb3GbYoYvoLDFI25URSQ1uMiNrrgsCDj344HS5ULJNnZy7PgJtm45QLW6KaS7BC4JfUfdRFxqEm8/9h67N+1m8MvDiE1ORBcgPfc/7ykZKGoI6Wbu23M5euAovYd2weq5t1k1mf/XwoyXhWfSIiA4qC5g4fx1HD+SRbVqFdCE7kk9bgoaJ45ncu/dk5n95RIeeOhGxj51az73U+92hWcixVxuzS2DFlWm+N7bFAqF4gKQpwzbCpXt27df8H0U35ga+XC4y2B3BQYA9Lg6eAYCV11dmx9+e5yISAfXtX2Wl579mpxcp0/AcEs3bunGwI1bGp688t7UbMGBSPOLHoY0xQyn20zb4/ak73EHbAO80QH8A50/l27mprZPMueTJYx5tT9jXxtIpxuaMvC+Tqz+bQMahmdAJP3xOIBQzUYNW8pFaNUzI4RARLcA3YZ/BlWw58AJyiVGYbXqvP1cL9598RY++molDa55nl+WbOaUuBcB8S3OXAL8hQNjXsiAYhQgaPjidbhw5uTy1Atf0LTdaMJCbaz46Uk6ta8TvO4p7iuebTtLIYyQ0zVHkSKaWGKJ4+jBNKaOnY7VExfDrpuD+JpX1Oa+j54iPCaCaYPH8duUz7AZTsItmMElbRBlg52rNrD6p1XExYZhCxA0vMUrbEwYPzdg7yJoMB/ochJYAA4dOs7Xs39j1IgbWLp0A42a3svU9+bx5sR7mPbOcOw2S74+C7Dc8f41dMiKuZjNe8mpQBWQFtzSb8CiC487kEUwaEx/7nvlblb8sIIHOj/GxiXrCdElDotBqMXAJnP5Ze4K/u+pG6hQNg5deEzlNc0jGGlmpgndClqAy4fFhrCGIOwOypZPJLFsPKViS3HlFdX4bPIAypUrxZ3PfIcRmNIVyHO5eeH9JTTuNw1NwLIPbmPm+B70f+gzsjKykS6XJx6OKyDQr+eeYJRBSBUgUWGi50ZDnh1riMaTE/rikmAYAikF65f9Q57TzZhPx+LMzuWZG/+PxTPnoUsDu2YKteFW894WboXDW3fx6tBX2fDbX/S5tzMjx/enQoUYQiyGJxAyQfGCvDE2NJH/9950P1m8cANXd6rnt0bzuDn+8P1qmjYYwaKFf/HRp4/w5DMD0DULgale82dHAYnmtmPNKZ6BjxUKheJCkuO+uKWk4g1oXRgUX1FDSsg4DFnHfA8vUc4qCGmaagY4J/gedCqkxjJ30SMMe6ATE577jnZNn+SH79biNmRAMU1QA0WJQHHCkMHPTeDNdQwuCS4ZKGYIn0+7T9gQcHDvcR6++z36Xvci0TFhfPXLE/Tq39onXjgcFrau28mb42ahSbcZbd034yOpY62MBc089ozDp7pfXMR2F5ZwRHh973Q7APsPpZMY53/IGNS7KWvmP0hc6XDa3jSRfsOms3vvUb97SNADijc7SX6hwxVsqeF9iDXyxc7wiRjBr6XbxXfz/6Ruq8d48oXZPHRfJ5bOH03l1LhTg5P6ApYGbMNtg9zSl6bNC4MCrpcqloqULhXD3m37kHlOrB6fcasn4n9i+TiGzxjNtXf2YNG0ubx84yNsWbyKUF0SqrkR2Rkc272fh18ehMMiCfHM8Nt1A6tueGYy4YN3fyHUYfdVxZvRJDiVYUHWTYKPP/6J3r3bMOSOV7ii9UjCw0NYteRV7r69IyLQWucUEcojaEoJGaUQhii6fXc25Otfm7CTqlX0Gax47x+6kFg0sGmSdj1a8Ma8Z4gvW5rH+rzAM/e8ybG9h/n9+5VMe+1bBt3ehiaNKmHRrGjCgoaOM9eF1WbxCBIeYcMSIGroIWB1gC3UzJBksZufW+wIi41BNzenYe1yvDJzGegaUsKC5Tto2G8aj01azL29GrH8/duonlyaOpXieGhgC/o/+BnO7FxkoKDh9t4bbGCUK959qzgz+X+TEDiyUxj36GfEly2NO+A3Of1EJtJtkFy9Ak/NfprWN7bhs+dm8lzvJ9i+aqMvjobz2HF0Vy7L5v7BsKf60vrquoRYJPaAe5xNk1h1I0jUEB4Bw18C3U8Ed957NeXK+1OBb9tygFtufJ4buz1LjZrlWfHnRHr0uMJn2WnG4sqXAQpPPCKpYcsqZxpwqvNfoVAozolst7iopaQxY8YM6tSpg8PhwOFwULduXT744IP/tM3i637izoMV75o/5o0HgW5Fw0ZkbhXSQgLcUHxBPk2Jw2rTeOiJrlx/QyOeeHAWA3u+RcMmqQx94DquurY2QtMCxgWeoYTEl7bNa9EeaLXkkmDx+K8bAD73Es+gRppBNPbsPMK7b/zIx9N/JSzMztOv9uWmfq0RuuaLn+F1cBl477V8OfM3Du85SpnysSA0BJKyWgKl9Wjz+Nd9BqGloPWo4AeLC0kB7U5IZdMNxTgCwOGjGdSoUiboa1VS4/j1i3t5b9ZyHnt+Lp99u4bb+7RgxJC2VEyO9Q/GvC4pBPgGCw2EHpz9xCs8CDzm516CH2gNl5t5C/7k2Ve+4Y8VW2nbshqfTb2LOjXL+eN0eHyZzf1IT4d7JDHvLp1JCMO4NG1eGBTQb1ZhpWFYVW6+rwfOrBxCo60YQmD1NKcFsOsWug/rQYvrmjLr2Q94894JpNRMxmrV6Tu8G937XUmIZg72bd6BvsdCY8XvW/jn7330H9wWV57BxJe+BwjyIffORPodsvC92rnzIG+99TW7dx8mNNTOmxPv4Y5BV6Nr+V2RvHjis/heC3CGIfIcpkhWVPvubCigfxP0eA64j3LIfcLTtP57jFfoKJ8ay4TPH2LRl38w+ZnP6dH8URLLxvD+5/di0XR0zYYuLGhYEELnxPFMYmIiPFZZuie2RoDPv9Vuihngvw4N3XQb8bjT3d2/JT3vfp9pc0KY8fUafvlzNy3rlmPF+wNpUC3BH8fGkFzVOJnMbBcDH/6cGS/2xBLit+IBQKuKMGTx7lvFmSng3LfgYMitfXBJw8wC5JlciI6LwhLqQACO0BAGjB5Aq24tmfnUDJ7v/wy1mtcgOjYSlzOPoU/1467HbjIDHmuGL+ixVxz0TjK4Ay01PG4m4LHU8KZwx7xkvv16NdWrl2fzP/t4c8L3fPLhryQkxjB95ih69mrtcUnJN/gN8D71ur9KBFZnLLpRAu5tCoVCcQFQ7icXjldeeYUnnniCYcOG0bJlSwB+++037rrrLo4cOcKIESPOa7vFV9QAc0bQGuwOEOKOI89Znizb7nyChvd/c7xctWYSH30znMUL/2HCs3MY3PtNkiuWoWe/llzfsylJ5UvhjUGnCXxxMDRflhP/Po0AQSMwP72QAmeuk8U/rGP2J0tYNG8tEVEOhj1wHQPvbkd4hAMDcwbJOwDyBvVDwA23tuLo0Uz+b/AbPDphEElRiVTWUwOO3zMrerHJ1+5CCAhvjsz4Gcji6IksYmO8fvb+htI0wZBbmtG7az0mvvcrE95dzFvv/06X9jXpf2NjOrevSUiIDV9WA98OpOd5NcB+y2tRIQS+jCpepGT37sN89NlvTPvgZzZvO0DThql8/8n9XNO2pmeWy/AIGd4Ro1cYEfmrDa5yCMMB5F26Ni8MCrheEiyluPHK9kz65FPikxNIqVslWCPCPP9TqpTl0ekPsXnpBiY98g6H9x3l7bEz2b+5NV1vakpqammfoKFrMOnl+ezfd4LHxtxIiN1Olsvp257ppeRP2eq13ABwOvP4cf5KPpzxE3PmLEXTBP/32C0MH9aNqEjHqS4mgHnlec6DQGHDZYfMUgHHX4T77mwooH9rWauQJdeTYWSbCzwBhzWPK4pVk9g1QfdbrqBZ81R+mrOC9yf9SIem42h/bV369mtLly7NCQ/V0YTGnj1HKFvWk6ZL083+0AN+ZnSbX+TwCk/C7bu+9h04zsdfLGPtpoN8tWAjDasn8PUrN9G5ZWXPw1xAv3ribHRpXZmMbCd3PjGbd565wW+Qb6mJENEU+etS8d8p4NxvVrU1+9ybOSkP+TIBpdSowJEj6b40rJqAGg0qMfajx/j4hVn8vXQDfy/dSGr1ciz9fgXX3tCE+DJRHrcS090k0B1UCIkrIPuJmfkp0HLDL2wcPZLOD9/+xdLftrJ44d/EJ0Tz9HP9GXLHNYSGOjyuKFCw1RpITxY0iYbuDMOaEzBxoM5/hUJxBkqFKbEzPzkqA/YF4/XXX2fSpEn079/ft+z666+nVq1ajB079rxFDSELy5HlcuXI1gIXp1k3k23d53kXEA/DM9vhcw8BpCFZvXI7H0z5mR++WU1Odh616lWgdYdaNG5emQaNU4kpHeY3IxWSrMxcaiTcD8Cfe18nJNSOIQV5eS62bNjHmhXbWPLzBpb+spGsjFxq10/m5oGtuPHmpoSG2X0iiWfc7hdGAv966vn3mp3M/WgZHzz3KlYtOBL6JQsOVkC7SyMLmf0Lt42cziujr6dUTHj+NUg7mc2iP7ayev0e/t11jH+2HWLXvhMcOZZJWKiNq1tXpX3LKrRoXJE6Nctjtdt9QQkzs/KISLkbgPTd7xIW7vA9LB07nsXy1Vv5bck/zP/xL1at+ReHw0aPzo24Z9BVtGiYgqCAS8ErZvj+Ck9wUt0c8borIIyE4O8U5YBsp7leftm/hnFPvc7tz95h+qAHNJVFmL7iiz75CSMvjxsGX82/f23jm/cX8PN3q8jJclKjTnnaXVMLq1WnTJko+g9q64nar6GhkZXlpHzpwQDsOfqeJ2AsuFxu/tmwjxVLN/PzT+tYtHAt6enZ1G9QiSFDOjN3zhK+m/uUP06KN2BrYKrewL7zBpU1QiCzHCLQ4geKdt+dDQX0b650ssK5jiwj1yf/aEL6MtSE6Aa5GZk8MPBNXp86mDKlw/n681V8MHUxK5dvJTTUzlXt6tPh6kbs23OEFs1r0v36Fj73sMyMLCLibgYg/eCHhIWF+PrmxPEMlq/c7Lku17ByzQ5sNp3rO9TElevioYHNaVojMTguDuCLbAqea1Jjyld/smnHUV56rDNaWF1ESI3gAy3ufas4MwX9JiHZ4t7IXvcxct0aBw+k8fbYmQx/bRgIM+vT5tWb+fiVz7n25ja07dqUDcv+Ye6MH1ny418YboPajSrSqn0tGjStRL2GqURGhfisNASQnZlL7SQzkvu6fRMJDTNd7XJz89i4bg9/Lt/Gbz9tZMkv/5Cb66LZFVUYOKQ9N/ZsRYjNbqZ09aZ1Fd5AyX77NX9CeXMcozlDsWaW863nQ53/CoVCcdaMXPLRRd3fKy36XNT9XUpCQkJYv349lSsH/y5t2bKFOnXqkJOTc17bLbGihkSSZvuHHMsBn6ABgbEx/NYVXoHBkJCRnsOieX+x+Id1/L5oA8ePZgAQWyaS1MpliE+IJqZUGLpFZ/rknwC4vlczjh/LZO+uo+z69xAulxuLRad2wxSuvLoOV3dpSNXqCaYZq/BHR/dlJsgnYhg+H2DzMdwuQ6lo1MOmFaC0XkaiBoA00rlt6F1MfeFGtIAZ3E3bDvHcmz+Slp5Dh9ZVaVq3HCnlYggLtXHkWCaz5q5l5uzV7NmfRlp6Dm63gcWiUTkljpTypUkoE0VIiJ3J7/8MwJB+bUjPyGH/wRNs3naAAwfTAChdKpxr2tWl09X1ub5jfSLDbX5XFV+2FDhlNqygB2MqIGT5Uw+yKA8eT9dvUjLx249Jal0RV0D2Hm+gu++nzyM7PZN+w7sRYhWEeIKCGtlZ/L7gL379cR0/fLOGzMxcAOLKRFKpcgIJSTGULh2JxaLx9pvzAejdpzXHjqaza+dh/t12gLw883pp2KgSHa9rTPfuLalTuxKasNCt6+PMmT02IJCr9+E3QNSA4P6TIZCdjJAFGKoV5b47G07Tv9lGDiud68jB6ZtltniCuYZYDCaO/ZSuPRrSrHlFLMKKRbNhETa2bzvM3K+XM+/7VSxdspG8PBe6rlG5chIpyfEklInG4bAx+R3Ttej2QVeTfjKb/QePs3nLPvYfOA5AqZhwOrStxXUd6tCtQ02iHIJdOw7wyPhv+fCZ7h4VLVDYOFXUQBM8886vtG7Vhrbt+556kMW9bxVn5jTnviEN1uZt5IA7jTy34NNJ37Jh+T+ER4WRXK081/VrhyPESohd92U0sWiSrLR0fpv3J7//uJalizeSftK0dkpIiialUhniE6KIjglF13Xem+QZC/RswvGjmezZeYSd2w9jGBKb3ULjZpVod21tOl/fgEqVyqJrVtOtS1jMtK4eVzyvsAH5A4OagoZwObCmFyBogDr/FQqF4hwY9vvFFTXeaFlyRI3atWvTp08fHnvssaDlTz/9NLNmzWLdunXntd0SK2qAOQw4ad1MlnWvGX2VggUN76y0EfAwJ4Q5uN717yH+XrOTf7fsZ/f2wxw6mMaJY5lkZznZse0QALUbppCQFEN8UgypVRKpUrMsNeqmYHfYPIHDzAgRFs9gSQPwuJpI/NYaMp+wYUgIkRGkyLpYyGeh4eUyEzUA9h/YSULkZiAbKQ2mfLiEH37ZzHOPXEfl5NL4DrqgzR7P4uk3fmTTv0e45spq7Nx3gj3709h/OJ2T6dls2HwAgNo1ylImNpKEMlFUqphA9aqJNG5QicoVExCaFvDg6wa32//6lP0Kv+uK0Ly+EUAqggIEDSjag8cz9JthGKzO2s429xHfspyMTFYtWEXbrs0IdVjMdJ+6YcbQ0CQhukGIxWD3v4eJjgonKzOPtat2snnTfrZvO8ihg2kcPZpOdlYu27aafdewcSWSkkpRtlws1aqXpUatCjRqVJnQUAeaEAih+wb8t/R+mmnvjjTThOYXNeBUaw0jBHJSEKfzvCvKfXc2nKF/c2Qua/LWk002Fq/riW6wZe126tcvS5jdglXT0X2ihhVd2NA1sy+ee/Zjjh07SZXKSWzcuIs9uw+z/8BR0tIy2bBxNwC1a1UgLjaKhPgYKqYmUL1qEo0bVqJqpQQEhhn/IC8H8rKRuVnceu+HPHl3GyomRQVba0j8ogaYooYQEFkPLbJewQdY3PtWcWbOdG+TBn85t7DHdQxDwvHDJ7BYdKJLRXiC5/ozmdh0w//aI3JouNm+ZT/rVu9k6W9b2Lb5ALm5LtJOZHH4UBrZWXkA1KpTjvIpsZRPLk3lagnUqFWOmvXKE2K3sGHdHuZ+uYrHx/VEF2bwXfM+pweIGsIjanijDHmvAQl5oVgzkgoWNECd/wqFQnEO3L7444u6v3fa3HJR93cp+eKLL+jduzcdOnTwxdT4/fffWbhwIZ9++ik9evQ4r+0W35gabhds+hZOHoCKbcyAdfkQCKLyqiHQSbfsDMqIEihomM/Ywc4JQgqEgORK8aRWjve5nXijmWdk5FLHY3I6Y84oHB6XEq9A4hcsBIYnMJ/3WV6KfHYCwhNGQkg034eSUBlDeVkbvaBuNFzw72I49DdU6xzs134hOYt2T0xIRhrxkPsHT736BW63wadv3YomhP+BxZuONQhBbEwor46+niWrd/HEK/OZ9MxNVK0cD5qFzOw8IqqMAmDJ3IdN9xPNa1XhFSOkJ/ZGPv/8oFlgAmJweIMn4l9fVkGIpFOP/VK1eWFwFv2maRqNwysRkmNjY+5eThxJ442Rk7j1gZtwOCxYdembyfQWmy75Y9FGvpv9J6+8OQhN6FSpVM5vTu2JmZGZmUtCjDm7/t2CJwkLC8k3ExmQ3jWgSypXLsumzXtpUDeFoD71nkuBsVTcoZCbfKrLCRTtvjsbzqJ/Q4SdhtY6rHf9Ta6WgVWTbPt7J9Nfn8fkGbdjEVrQg5YmLKZpPDqrVm7m7793MPODRxBBopIkMzObiFI3ArBk8Uum+4kXX9plAwxhBuDVrWC4ELqFsfd34IkJP/Dh+B7B0Zfz3xukREQ3RUTkczmB4t+3ijNzNvc2oVHfVhWNbezKO0xsmWgzNgYS3Zt62iP0WT2CRuB9Li/XxR+LNnHroNbs2n6UVm2q07hpZVIqxpGVlUulMsMA6NmnBX/8ugm7zUK3Gxvzz9970YV5p1v84wbqNkj2JYYnqHhdTQBp+Kw1vJ8IZziWzMR890wP6vxXKBRnICfPzYD3lgPw/qCmhFgLGCOVQFx5xTdB6KVi/fr11K5dmxtvvJFly5YxYcIEZs+eDUCNGjVYvnw5DRo0OO/tF99fN2nAwQ1mxPPUK8+4amReZSzuSI5b/0Hi8osYpxE0Ctwd/gQCZ1o3/6M0+IWN/I/xpjWICP6ikAhDI9ZIprSRfPpZGSnh6FbIPgZVO/2P2hciZ9nuQgvBqTenetV/6Nkxn8+8T93JJzB4w7tLaNGgPDNevpmBD37K+Ic70bh+anCgUOkJFIrEnzFF8z/oelWkUw8gsJb5PnMA1T3BBwv66iVq88LgHK6X2iHlidFC+Sbjd24feysVqyWdImZ4i5AG77yxkPc+GoaGjoaOELrnYdif3UQT/vNYE1rQe5OA4brAk9Na0qhRVVat3kKDeqmerhMB14rnvSHBFQd5cZff9XKxOMv+tQkb9Sx12SO3kyb28v4b83nqlVuwaJpHyPAULKYwJXQEgrFj3uf96Q8HPnp5dxy8A5/rVv6LTzN9XqRmPnQZVtCtVK5UBrvdyqadx6iWXCpA2Ai4k+rhiNhWiJDE0xx7Me9bxZk5298kIahnr0yMFsGmvB0Ywu0L/um1zAgs3nvc0UNpjLh9Grfd2Y5Qh4NHR9/o2x6ArvnVuP5D2nH3/R0xpMGRwyf5/ZfNTHptAUNHdKRajSQ6dKxD4LXhGxN4f/sBad4APQGtQcuORc+NKVjQAHX+KxSKM2JIybLtx3yvFSbOXCXuFDZ169alSZMmDBkyhJtvvpmZM2cW6vaLr6ih6VC5A6TtCchccXpCjTLYc6M5atlMhnYoYDDxvwUN8D/+eocvweJEwDqesXiBwoaUGJ7MA/mHJ97vWt3hlHHVwE7E/6iQBslXQFQ5sy0uFufQ7jZbKL1vugfpOoTMXgUyKyACpc+kxf8FGbBcCJLiwvl04i30HTmLh+66iib1KwSs6/YIG14RQ3qK13Q3YNbf3CBBIoYMfosoB6ISQpyhLS9VmxcG53i9lLWVZmDta9mQt4vD8rA5myn8g32LMP+eOJzOB5/fh90a4jGjNgULU9zwt3nggFyge6wpAqfmRb61TB/y1q3rMHLEWwy57Rq/JY5vLQFuG+QmebLTnIGi3Hdnwzn0ry50kkVlDmWGMXHK3Vhtueiat9+0AFHKfL/kjw3UqZNKbOmIYDGyoLS6QYKi9L8W4E+brINmihrCYmH0sPbc8cSXfP3azTi8M0jC45MXXg0R0wSRP0By0D6Led8qzsw53tsqWOOJ06P5x7WVExz3uWJ5Y2noAa9dTicRYXZefGMAqanxQW4ivt0TKNj6Bd0yZaJ54NHrPZdC8IhA5vvnHYX4LhUkIi8Ma1YimvE/shao81+hUCjOGadTWWoUNosXL2batGmMGjWKESNGcNNNNzF48GBat25dKNsvvj2m6VC+CSTUOesfch0bZVy1KZNXG82w+gN1ngVCnFn68GYU8D1u5RMuJAHZViT+1K2+FQTRrhTKuRr/b0EDzGNOqGO2wcUWNc6x3YWlDCK8A9hS/At9Lijks+IIFDkk0REhfPZGH97+cAkveoKxmZ8ZAcX7Xc97wwgODHpGHKA1RGhVzyxoeI/9UrR5YXAe/Rai22kYUoWGtmo4hDVI2LBokgO7D/PEg7OwWa3mYF+IAGsNv/uJ13rDi3ddIXR/8T4mCL8tgEQSGxfFsWPpOPPcAfFOAAQ4YyG74v8WNLzHX1T77mw4j/4tE5ZIBVdzIlzl0aRXzNBNYcNjXSOExtSp33PXnV2Dv1yQoBGIEAUv81py6LrphqJZSEmOZcTAlgx/YZ5puCYE6BGI+I5opa84s6DhPfbi3LeKM3Me575Ds9PAVovqlsrYhIYuvClbzWKmPJY8MeoTdm4/SmpqvE+s9Yq3gcVXFSFM0Vbo/sCf3uCfAfcvKQ2k6QSLV3n3WqdJCZbseGwZFf63oOE9fnX+KxQKxTnhytMuaikJtG7dmvfee4/9+/fz+uuvs337dtq0aUPVqlV5/vnnOXDgwH/afsloxXMkXJYhxd2UCCOuwM+9gTxNoeJ/b8/MV2++Fp6c9N4YHEHCRoD3RSA2I5zEvMbEuCue3ny+iCOEFc3RCBF+JYjQM4sNUnqECXOdULuVDyf0Jj4uIEWs4Q4oLl96STNLhtsvcATKVt6HKvMNiPKgNz+9u4kCgDi9NI0sDSkjyngG/WDR4PWX5jHykW4Ir5DhieKPR6IQaEFB8LyIAv75B/w+ecMc+EtJ+w4NWfDjnwSla81KQTjjTm+SrTgrdGEhKq8q0Tl1sRgOXx96RSkpJQcOHCUlJeF/b8xLfnEyEIG/HzWLKWxYdDq1rU5quVJM+nSVaZ2RcP3p3U0UikIiUUugvt6QGC0GizB/771BQ5cs3kR4uIO69VP8FhpeC6ZAV60AwdYUPUwLJ5/4kf9e57u/SX/IGc/vlMgLJSS9Etbc0ureplAoFBeQ3Fz9opaSRFhYGLfddhuLFy9m8+bN9OzZkzfffJMKFSpw/fXXn/d2i6/7iZSQkwa56WALL3hm8Azo2CgraxHrzuS42McJcQBDeGI2CG+GEvOt93EsUG4IfC086xverwjTzcTrJ+t1cfFaa3iFDYc7jgh3WRyy1LkdO5jH78yA7BMQEnXOx3/e/Md2F9Z4iOoEzn3I3K2Qd/BMO/NpEkIT9OvWgKFPzAZg955jVK+SSFBH+fD2hlbAZzbQkkArhxAhnBOXqs0Lg//Yb1ZhJZXq5MoKpBt7cer7uG/UdVSslBj0EOwNDOp7OCZYqAB8s5f5Kohf7gt0QjG4+eareOjBt+l89VWQGwEux7kP+Ity350N/7V/jSgsmXVwW07itqchrLkIIdix4yCpqQWIC95ArQXV4xTXsnwih9fXTjOtNYSmIy2hPDz8Lo5llkaLLndOdS/2fas4M//x3LeLECpTh2yZThp7yeEAmnBTo1ZZGjWuGOBOpxVwXyNYsPUE1hVCIjHMeF2e1wVdL+Y6EkteDDZnLLo77PyOX53/CoVCcU6omBoXh8qVK/PYY4+RnJzMo48+yrfffnve2yq+ooY7D5ZOMoODNR5kzvidB3bCSJBVKCMrkiYOclzsI0+k++IRekUKr1W0l6DXeIUNU7zQPGJGkLDhQZc2ot2JRBlJWLCfV50B0zJhzUcQWgpajwLLWZipFgaF0O5CaGAvh7CXQ7pPInO2Qu4OkHkFDPwC/PIN/2d3PfY57zzfiyqV4vFEICQ4RoNH2PBlRokGkQTEBpkLnxOXqs0Lg0K7XkKxu6vgzCmPFr4b3Z0FllyfmEGQsOF5L/AF1QN8bg1BNkunmdiXhkZidCqvPfk0IrNgy6qzoij33dlQGNclAosrCosrCqk5kfYMdv67nqpVC0ptHBDIM4hAQeNUd7LgTWigxYC9GsKRgCY04s7jma7Y963izBTSvc1BBA53dQx3Jf7evYq1W7dwTZdaBQi1WsD9jqDfE9OKQ/OIGJrntz/wtfS4mYBm2AhxJWLPK4Mm/8NQTZ3/CoVCcc64XMXTMv5y4pdffuG9997jiy++QNM0evXqxeDBg897e8VX1AAzin4hpS/T0ImRScTIJLJlGuniILkinTwtHZBndEMJFD/wpIL1ihlSCmyEYpcRRMjSRBJbeC4mhXj8l2q/Qo9EhDVEhtaF3F1I537IOwZGxqkrBzwUvfPcTdz12Oe891JvksvHepZ6LTQAdCDKLCIBIc7naakALlWbFwaFWHebNYQEaxXIBpeWgct6AsOSAxZnQCA9z7UQYHJtYgoe+YPt+ib5DRuay47IC0PLC0cgiI0uhEoX5b47GwrzujRsiOxSXFmnExXitkJuKOg5IPLOcgsyOG4OntdSgBEG7hBwl0IQSkEZeM+Z4t63ijNTqGMBK3XKN6dO+eY4c06QZzmGoWdj6Lkel9QAF0byBUH2udB5RAzpsRgUEgyJZoRgMcKwu0pjdZ8ho8m5os5/hUJxBhwqjespKEuNC8O+ffuYPn0606dPZ+vWrVxxxRVMnDiRXr16ERb2357FhJSnc24uJhzZekE3LzFwiiyc4iROLZ1ckY5LZJOZmU3NpKEA/L1vIqFhoUipoUsbdhlhFiMCOxFohTJqPw2xlS/cts/EhW53wwmuY+A6hnQdB9cJMrMyiGzwOAAn1z7JoeNZPPDMt3w2+XZ0W6Q566tFgxYFhAZZBxQql6rNC4MLfr1Ic5bfkguWXKSeC7qbzKxMoqO6AXAi7WvCwhzmA67UwWVDuOwIt938eyHjyhTlvjsbLsL9ED0H9Fzzr5ZDZlYmEbE9AEg/+hlhoSH++IeGzYyBYjjMIu0XLlZAce9bxZm5COe+oeVg6Nm49WwMSzZS5JGZlUV8qVsAOHDsQ0LDQhBSgGFFdzvQ3A50dyi6EarubQqFQnGZ0PiFn/73SoXIyofaXdT9XQo6derEjz/+SGxsLP3792fQoEFUq1at0LavpPv/iEDDLsOxy/Ag74ZMZ5bvdbKzDWHW0EtQu+KL0GxgSwBbgu8RSLNnAaaooUV2o1JiKF99eP5mTIrCRyAQhh2cdnD6l1sy/deL5XgKFqe6XooiAg3coWbxLgvoW5FeFWGovlUUPwQaumGKE9ZAg6WA8z/8ZG3C3Or8VygUissdzXW2+S8VZ4vVauXzzz+nS5cu6HrhT+grUUOhUCgUCoVCoVAoFArAmuu+1FUodsyZM+eCbr/4RkFxu+Cf72D7YjNQ1kUmx20U+PqiYbjMY//nO7MtLhaXsN1LbJsXBup6Kbp9dzao67L49q3izKh7mzr/FQrFacnJc3PbtOXcNm05OXnqQd6Lnmdc1KL47xRfUUMasP8vOPRPwakFLzCGUfDri4aU5rHv/8sTjOxi7ffStXuJbfPCQF0vRbfvzgZ1XRbfvlWcGXVvU+e/QqE4LYaULNp0mEWbDmMU8zCL54LV6b6oRfHfKb7uJ5oOqVdC2l5P2s4ShtCgXBOIKmu2xcWiJLf7pWrzwqAk9xsU7b47G0py/xb3vlWcmZJ87oM6/xUKheI8sCn3kyJH8RY1Ulpe8Ijnly2aDmUbXvyI5yW53S9VmxcGJbnfoGj33dlQkvu3uPet4syU5HMf1PmvUCgU54GuAoUWOUrgtIVCoVAoFAqFQqFQKBSnYs11XdRyoXjmmWe44oorCA0NJTo6+qy+I6Vk9OjRJCYm4nA46NChA1u2bPF9vmPHDgYPHkxqaioOh4NKlSoxZswYnE7nGbZ64Sm+ooaU4MyEvOxL4kd7yZHSPHZn5sU9/pLc7peqzQuDktxvULT77mwoyf1b3PtWcWZK8rkP6vxXKBSK88Ca676o5ULhdDrp2bMnd99991l/54UXXmDixIlMnjyZZcuWERYWxrXXXktOTg4A//zzD4Zh8Pbbb/P3338zYcIEJk+ezGOPPXahDuOsKL7uJ+48+H0iZB2DxoNAt17qGl1cDBesngGhpaD1KLDYLs5+S3K7X6o2LwxKcr9B0e67s6Ek929x71vFmSnJ5z6o81+hUCjOA0sxcT8ZN24cANOnTz+r9aWUvPrqqzz++ON069YNgBkzZhAfH8/s2bO5+eab6dixIx07dvR9p2LFimzatIlJkybx0ksvFfoxnC3nJWpIKUlPTy/suhQuLidk5kB2LqRngH5x9Zv09KyA15nY9Ys8Q+J2QVYuyBw4efLiDWQuYbuX2DYvDNT1UnT77mxQ12Xx7VvFmVH3NnX+KxSK05LldGHkmvepkydP4rIVnfnuiIgIhBAXZNsX0nqiIHJzc8nNzQ1aZrfbsdvtF7Ue27dv58CBA3To0MG3LCoqimbNmrFkyRJuvvnmAr+XlpZGqVKlLlY1C0aeB4cOHZKAKqqooooqqqiiiiqqqKKKKqpc1JKWlnY+j7GXJWPGjDnl+MaMGVNo2582bZqMior6n+v9/vvvEpD79u0LWt6zZ0/Zq1evAr+zZcsWGRkZKadMmVIYVT1vzkuOs9lMpX/37t1ERkaezyYURZiTJ09Svnx51f8lENX3JRvV/yUX1fclG9X/JRfV9yWby7n/IyIiLnUVCo1HH32UkSNHBi07nZXGI488wvPPP3/G7W3cuJHq1asXWv1Ox969e+nYsSM9e/bk9ttvv+D7OxPnJWp4TX0iIyMvuxNccfFQ/V9yUX1fslH9X3JRfV+yUf1fclF9X7JR/X9hORdXk1GjRjFw4MAzrlOxYsXzqkdCQgIABw8eJDEx0bf84MGD1K9fP2jdffv2cdVVV3HFFVcwZcqU89pfYVJ0HKcUCoVCoVAoFAqFQqEoocTFxREXF3dBtp2amkpCQgILFy70iRgnT55k2bJlQRlU9u7dy1VXXUWjRo2YNm0amnbpE6pe+hooFAqFQqFQKBQKhUKhKDR27drFmjVr2LVrF263mzVr1rBmzRoyMjJ861SvXp2vvvoKML0xhg8fztNPP82cOXNYt24d/fv3Jykpie7duwOmoNG2bVsqVKjASy+9xOHDhzlw4AAHDhy4FIfo47wsNex2O2PGjLnoEVkVlweq/0suqu9LNqr/Sy6q70s2qv9LLqrvSzaq/4s2o0eP5v333/e9b9CgAQCLFi2ibdu2AGzatIm0tDTfOg899BCZmZnccccdnDhxglatWjFv3jxCQkIAWLBgAVu3bmXr1q2UK1cuaH9Sygt8RKdHyEu5d4VCoVAoFAqFQqFQKBSK80S5nygUCoVCoVAoFAqFQqEokihRQ6FQKBQKhUKhUCgUCkWRRIkaCoVCoVAoFAqFQqFQKIokStRQKBQKhUKhUCgUCoVCUSQ5L1HjzTffJCUlhZCQEJo1a8by5csLu16Ky4BffvmFrl27kpSUhBCC2bNnB30upWT06NEkJibicDjo0KEDW7ZsuTSVVRQq48ePp0mTJkRERFCmTBm6d+/Opk2bgtbJyclh6NChlC5dmvDwcG688UYOHjx4iWqsKCwmTZpE3bp1iYyMJDIykhYtWvD999/7Plf9XnJ47rnnfOndvKj+L76MHTsWIURQqV69uu9z1ffFn71793LrrbdSunRpHA4HderUYeXKlb7P1biveJKSknLKtS+EYOjQoYC69hVFg3MWNWbNmsXIkSMZM2YMq1evpl69elx77bUcOnToQtRPcQnJzMykXr16vPnmmwV+/sILLzBx4kQmT57MsmXLCAsL49prryUnJ+ci11RR2CxevJihQ4eydOlSFixYQF5eHtdccw2ZmZm+dUaMGME333zDZ599xuLFi9m3bx833HDDJay1ojAoV64czz33HKtWrWLlypW0a9eObt268ffffwOq30sKK1as4O2336Zu3bpBy1X/F29q1arF/v37feW3337zfab6vnhz/PhxWrZsidVq5fvvv2fDhg28/PLLxMTE+NZR477iyYoVK4Ku+wULFgDQs2dPQF37iiKCPEeaNm0qhw4d6nvvdrtlUlKSHD9+/LluSlGEAORXX33le28YhkxISJAvvviib9mJEyek3W6XH3/88SWooeJCcujQIQnIxYsXSynNvrZarfKzzz7zrbNx40YJyCVLllyqaiouEDExMfLdd99V/V5CSE9Pl1WqVJELFiyQbdq0kffff7+UUl33xZ0xY8bIevXqFfiZ6vviz8MPPyxbtWp12s/VuK/kcP/998tKlSpJwzDUta8oMpyTpYbT6WTVqlV06NDBt0zTNDp06MCSJUsKT2lRXPZs376dAwcOBJ0LUVFRNGvWTJ0LxZC0tDQASpUqBcCqVavIy8sL6v/q1atToUIF1f/FCLfbzSeffEJmZiYtWrRQ/V5CGDp0KJ07dw7qZ1DXfUlgy5YtJCUlUbFiRfr27cuuXbsA1fclgTlz5tC4cWN69uxJmTJlaNCgAe+8847vczXuKxk4nU5mzpzJoEGDEEKoa19RZDgnUePIkSO43W7i4+ODlsfHx3PgwIFCrZji8sbb3+pcKP4YhsHw4cNp2bIltWvXBsz+t9lsREdHB62r+r94sG7dOsLDw7Hb7dx111189dVX1KxZU/V7CeCTTz5h9erVjB8//pTPVP8Xb5o1a8b06dOZN28ekyZNYvv27bRu3Zr09HTV9yWAf//9l0mTJlGlShXmz5/P3XffzX333cf7778PqHFfSWH27NmcOHGCgQMHAuq+ryg6WC51BRQKxeXN0KFDWb9+fZBvtaJ4U61aNdasWUNaWhqff/45AwYMYPHixZe6WooLzO7du7n//vtZsGABISEhl7o6iotMp06dfK/r1q1Ls2bNSE5O5tNPP8XhcFzCmikuBoZh0LhxY5599lkAGjRowPr165k8eTIDBgy4xLVTXCymTp1Kp06dSEpKutRVUSjOiXOy1IiNjUXX9VMi3h48eJCEhIRCrZji8sbb3+pcKN4MGzaMuXPnsmjRIsqVK+dbnpCQgNPp5MSJE0Hrq/4vHthsNipXrkyjRo0YP3489erV47XXXlP9XsxZtWoVhw4domHDhlgsFiwWC4sXL2bixIlYLBbi4+NV/5cgoqOjqVq1Klu3blXXfgkgMTGRmjVrBi2rUaOGzwVJjfuKPzt37uTHH39kyJAhvmXq2lcUFc5J1LDZbDRq1IiFCxf6lhmGwcKFC2nRokWhV05x+ZKamkpCQkLQuXDy5EmWLVumzoVigJSSYcOG8dVXX/HTTz+Rmpoa9HmjRo2wWq1B/b9p0yZ27dql+r8YYhgGubm5qt+LOe3bt2fdunWsWbPGVxo3bkzfvn19r1X/lxwyMjLYtm0biYmJ6tovAbRs2fKU1O2bN28mOTkZUOO+ksC0adMoU6YMnTt39i1T176iqHDO7icjR45kwIABNG7cmKZNm/Lqq6+SmZnJbbfddiHqp7iEZGRksHXrVt/77du3s2bNGkqVKkWFChUYPnw4Tz/9NFWqVCE1NZUnnniCpKQkunfvfukqrSgUhg4dykcffcTXX39NRESEz28yKioKh8NBVFQUgwcPZuTIkZQqVYrIyEjuvfdeWrRoQfPmzS9x7RX/hUcffZROnTpRoUIF0tPT+eijj/j555+ZP3++6vdiTkREhC9ujpewsDBKly7tW676v/jywAMP0LVrV5KTk9m3bx9jxoxB13VuueUWde2XAEaMGMEVV1zBs88+S69evVi+fDlTpkxhypQpAAgh1LivGGMYBtOmTWPAgAFYLP7HQ3XtK4oM55My5fXXX5cVKlSQNptNNm3aVC5durSQk7IoLgcWLVokgVPKgAEDpJRmeq8nnnhCxsfHS7vdLtu3by83bdp0aSutKBQK6ndATps2zbdOdna2vOeee2RMTIwMDQ2VPXr0kPv37790lVYUCoMGDZLJycnSZrPJuLg42b59e/nDDz/4Plf9XrIITOkqper/4kzv3r1lYmKitNlssmzZsrJ3795y69atvs9V3xd/vvnmG1m7dm1pt9tl9erV5ZQpU4I+V+O+4sv8+fMlUGB/qmtfURQQUkp5aeQUhUKhUCgUCoVCoVAoFIrz55xiaigUCoVCoVAoFAqFQqFQXC4oUUOhUCgUCoVCoVAoFApFkUSJGgqFQqFQKBQKhUKhUCiKJErUUCgUCoVCoVAoFAqFQlEkUaKGQqFQKBQKhUKhUCgUiiKJEjUUCoVCoVAoFAqFQqFQFEmUqKFQKBQKhUKhUCgUCoWiSKJEDYVCoVAUKQYOHEj37t0v2f779evHs88+63ufkpLCq6++esnqcyFp27Ytw4cPP+v1582bR/369TEM48JVSqFQKBQKhSIAJWooFAqF4rJBCHHGMnbsWF577TWmT59+Ser3119/8d1333Hffff5lq1YsYI77rjjktTncqNjx45YrVY+/PDDS10VhUKhUCgUJQTLpa6AQqFQKBRe9u/f73s9a9YsRo8ezaZNm3zLwsPDCQ8PvxRVA+D111+nZ8+eQXWIi4u7ZPW5HBk4cCATJ06kX79+l7oqCoVCoVAoSgDKUkOhUCgUlw0JCQm+EhUVhRAiaFl4ePgp7idt27bl3nvvZfjw4cTExBAfH88777xDZmYmt912GxEREVSuXJnvv/8+aF/r16+nU6dOhIeHEx8fT79+/Thy5Mhp6+Z2u/n888/p2rVr0PL87idCCN5991169OhBaGgoVapUYc6cOWc87rfeeosqVaoQEhJCfHw8N910k++zefPm0apVK6KjoyldujRdunRh27Ztvs937NiBEIJPP/2U1q1b43A4aNKkCZs3b2bFihU0btyY8PBwOnXqxOHDh33f87bjuHHjiIuLIzIykrvuugun03naeubm5vLAAw9QtmxZwsLCaNasGT///HPQOl27dmXlypVBdVQoFAqFQqG4UChRQ6FQKBRFnvfff5/Y2FiWL1/Ovffey913303Pnj254oorWL16Nddccw39+vUjKysLgBMnTtCuXTsaNGjAypUrmTdvHgcPHqRXr16n3cfatWtJS0ujcePG/7M+48aNo1evXqxdu5brrruOvn37cuzYsQLXXblyJffddx9PPvkkmzZtYt68eVx55ZW+zzMzMxk5ciQrV65k4cKFaJpGjx49TolbMWbMGB5//HFWr16NxWKhT58+PPTQQ7z22mv8+uuvbN26ldGjRwd9Z+HChWzcuJGff/6Zjz/+mC+//JJx48ad9riGDRvGkiVL+OSTT1i7di09e/akY8eObNmyxbdOhQoViI+P59dff/2f7aRQKBQKhULxn5EKhUKhUFyGTJs2TUZFRZ2yfMCAAbJbt26+923atJGtWrXyvXe5XDIsLEz269fPt2z//v0SkEuWLJFSSvnUU0/Ja665Jmi7u3fvloDctGlTgfX56quvpK7r0jCMoOXJyclywoQJvveAfPzxx33vMzIyJCC///77Arf7xRdfyMjISHny5MkCP8/P4cOHJSDXrVsnpZRy+/btEpDvvvuub52PP/5YAnLhwoW+ZePHj5fVqlXzvR8wYIAsVaqUzMzM9C2bNGmSDA8Pl263W0pptu39998vpZRy586dUtd1uXfv3qD6tG/fXj766KNByxo0aCDHjh17VsejUCgUCoVC8V9QlhoKhUKhKPLUrVvX91rXdUqXLk2dOnV8y+Lj4wE4dOgQYAb8XLRokS9GR3h4ONWrVwc4rdtEdnY2drsdIcQ51ScsLIzIyEjfvvNz9dVXk5ycTMWKFenXrx8ffvihz6IEYMuWLdxyyy1UrFiRyMhIUlJSANi1a9dp9+k93vxtkL8O9erVIzQ01Pe+RYsWZGRksHv37lPquW7dOtxuN1WrVg1qt8WLF5/SZg6HI+gYFAqFQqFQKC4UKlCoQqFQKIo8Vqs16L0QImiZV4jwumxkZGTQtWtXnn/++VO2lZiYWOA+YmNjycrKwul0YrPZzrk+p0tzGhERwerVq/n555/54YcfGD16NGPHjmXFihVER0fTtWtXkpOTeeedd0hKSsIwDGrXrn1K7IuCjjf/sv+SajUjIwNd11m1ahW6rgd9lj9467Fjx1QAVYVCoVAoFBcFJWooFAqFosTRsGFDvvjiC1JSUrBYzu6nsH79+gBs2LDB97qwsFgsdOjQgQ4dOjBmzBiio6P56aefaNOmDZs2beKdd96hdevWAPz222+Ftt+//vqL7OxsHA4HAEuXLiU8PJzy5cufsm6DBg1wu90cOnTIV5eCyMnJYdu2bTRo0KDQ6qlQKBQKhUJxOpT7iUKhUChKHEOHDuXYsWPccsstrFixgm3btjF//nxuu+023G53gd+Ji4ujYcOGhSoqAMydO5eJEyeyZs0adu7cyYwZMzAMg2rVqhETE0Pp0qWZMmUKW7du5aeffmLkyJGFtm+n08ngwYPZsGED3333HWPGjGHYsGFo2qnDg6pVq9K3b1/69+/Pl19+yfbt21m+fDnjx4/n22+/9a23dOlS7HY7LVq0KLR6KhQKhUKhUJwOJWooFAqFosSRlJTE77//jtvt5pprrqFOnToMHz6c6OjoAh/ovQwZMoQPP/ywUOsSHR3Nl19+Sbt27ahRowaTJ0/m448/platWmiaxieffMKqVauoXbs2I0aM4MUXXyy0fbdv354qVapw5ZVX0rt3b66//nrGjh172vWnTZtG//79GTVqFNWqVaN79+6sWLGCChUq+Nb5+OOP6du3b1CsDoVCoVAoFIoLhZBSyktdCYVCoVAoigLZ2dlUq1aNWbNmFXlLhIEDB3LixAlmz55daNs8cuQI1apVY+XKlaSmphbadhUKhUKhUChOh7LUUCgUCoXiLHE4HMyYMYMjR45c6qpcluzYsYO33npLCRoKhUKhUCguGipQqEKhUCgU50Dbtm0vdRUuWxo3bkzjxo0vdTUUCoVCoVCUIJT7iUKhUCgUCoVCoVAoFIoiiXI/USgUCoVCoVAoFAqFQlEkUaKGQqFQKBQKhUKhUCgUiiKJEjUUCoVCoVAoFAqFQqFQFEmUqKFQKBQKhUKhUCgUCoWiSKJEDYVCoVAoFAqFQqFQKBRFEiVqKBQKhUKhUCgUCoVCoSiSKFFDoVAoFAqFQqFQKBQKRZFEiRoKhUKhUCgUCoVCoVAoiiRK1FAoFAqFQqFQKBQKhUJRJPl/q+IoYu1jAxEAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Visualizing\n", "plot_topo_timecourse(epoch_data, estimates_informed, info, magnify=1, sensors=False)\n", "plt.vlines(np.mean(np.cumsum(sim_source_times,axis=1),axis=0)[:-1],\n", " np.repeat(0,n_events), np.repeat(1,n_events), zorder=10, color='k')" ] }, { "cell_type": "markdown", "id": "e35563aa-b8dc-47ae-83c2-ee48b6d276f9", "metadata": {}, "source": [ "Hooray, the 2nd event is now found! The reason is that the starting points are now more appropriate for the data. However, this is not always possible to know in advance, so we will now look at how to use random starting points." ] }, { "cell_type": "markdown", "id": "d9f06739-3712-4e9e-ac93-4049b83a0689", "metadata": {}, "source": [ "## Random starting points" ] }, { "cell_type": "markdown", "id": "34544101-2450-42e7-8640-dcf4801fbb40", "metadata": {}, "source": [ "Here we will just generate random time parameters to avoid leaving parameter space unexplored." ] }, { "cell_type": "code", "execution_count": 11, "id": "bad11ece-7227-44ae-8ef5-27b0de0ea680", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimating 5 events model with 50 starting point(s)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/usr/lib/python3.12/multiprocessing/popen_fork.py:66: DeprecationWarning: This process (pid=27547) is multi-threaded, use of fork() may lead to deadlocks in the child.\n", " self.pid = os.fork()\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c8729229afbc437498734bc111a45d70", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/51 [00:00" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "model_random = EventModel(event_properties, n_events=n_events,\n", " starting_points=50, max_scale=trial_data.durations.max())\n", "ll_random, estimates_random = model_random.fit_transform(trial_data, cpus=2, )\n", "\n", "#Visualizing\n", "plot_topo_timecourse(epoch_data, estimates_random, info, magnify=1, sensors=False)\n", "plt.vlines(np.mean(np.cumsum(sim_source_times,axis=1),axis=0)[:-1],\n", " np.repeat(0,n_events), np.repeat(1,n_events), zorder=10, color='k')" ] }, { "cell_type": "markdown", "id": "b8d29ae0-eb56-46fe-aede-44759bb45f49", "metadata": {}, "source": [ "Provided enough starting point the method will find the correct solution, here 50 might not be enough, you can try by running this cell again. In any case random starting points are not always the best solution, especially when the number of events is high or if the duration you model (e.g. RT) is very long. In that case, we can use the eliminative or cumulative estimation methods." ] }, { "cell_type": "markdown", "id": "a38ed170-ee42-46b1-800f-8462bd67548a", "metadata": {}, "source": [ "## Eliminative method" ] }, { "cell_type": "markdown", "id": "b217d0a1-c269-450a-80fb-34e035dab67b", "metadata": {}, "source": [ "Another solution is to first estimate a model with the maximal number of possible events that fit in RTs (referred to as 'the maximal model'), and then decrease the number of events one by one.\n", "\n", "The idea is that genuine events will necessarily be found at the expected locations in the maximal model. Because the backward estimation method iteratively removes the weakest event (in terms of likelihood), only the 'strongest' events remain even if their location would have been hard to find with a single fit and default starting values.\n", "\n", "In order to do this we will use the ```EliminativeMethod```. This function first estimates the maximal number of event (defined based on the event width and the minimum reaction time) using an ```EventModel```, then estimates the max_event - 1 solution by iteratively removing one of the events and picking the solution with the highest likelihood (for more details see Borst & Anderson, [2021](http://jelmerborst.nl/pubs/ACTR_hmp_MVPA_BorstAnderson_preprint.pdf)) and repeat this until the 1 event solution is reached. " ] }, { "cell_type": "markdown", "id": "aa48ee79-f986-44c2-8947-7256cd407894", "metadata": {}, "source": [ "### Default behavior" ] }, { "cell_type": "code", "execution_count": 12, "id": "fb2ac9c8-a973-4c62-8313-a80e22e2dff1", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimating all solutions for maximal number of events (10)\n", "Estimating all solutions for 9 events\n", "Estimating all solutions for 8 events\n", "Estimating all solutions for 7 events\n", "Estimating all solutions for 6 events\n", "Estimating all solutions for 5 events\n", "Estimating all solutions for 4 events\n", "Estimating all solutions for 3 events\n", "Estimating all solutions for 2 events\n", "Estimating all solutions for 1 events\n" ] } ], "source": [ "from hmp.models import EliminativeMethod\n", "\n", "elim_model = EliminativeMethod(event_properties)\n", "ll_elim, estimates_elim = elim_model.fit_transform(trial_data)" ] }, { "cell_type": "markdown", "id": "71e6aced-1322-4313-9d4f-e748226831a1", "metadata": {}, "source": [ "Here we plot the resulting solutions going from the maximal possible number of events (here 9 given the simulated average RT) all the way to a single event. " ] }, { "cell_type": "code", "execution_count": 13, "id": "37bcca53-f150-42dc-9c21-91e111fa8169", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(len(estimates_elim.n_events), 1, figsize=(8, len(estimates_elim.n_events)), sharex=True)\n", "for ax, n_event in zip(axes, estimates_elim.n_events):\n", " plot_topo_timecourse(epoch_data, estimates_elim.sel(n_events=n_event), info, sensors=False, magnify=1, ax=ax, colorbar=False)\n", " ax.vlines(np.mean(np.cumsum(sim_source_times, axis=1), axis=0)[:-1],\n", " np.repeat(0, n_events), np.repeat(1, n_events), zorder=10, color='k')\n", " ax.set_ylabel(f\"N = {n_event.values}\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "14eb91fe-959c-487b-bdb3-d881ef28d338", "metadata": {}, "source": [ "We can see that the maximal model contains the true topograpies and also some false alarms as we requested too many events compared to the true ones. We see that at each removal one of these false alarm gets removed.\n", "\n", "From the solutions of the backward estimation we can select the number of events we originally wanted to estimate." ] }, { "cell_type": "code", "execution_count": 14, "id": "3ce0dffa-a2b2-4b20-8f91-9416e65616c4", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "selected = estimates_elim.sel(n_events=n_events)\n", "plot_topo_timecourse(epoch_data, selected, info, sensors=False)\n", "plt.vlines(np.mean(np.cumsum(sim_source_times,axis=1),axis=0)[:-1],\n", " np.repeat(0,n_events), np.repeat(1,n_events), zorder=10, color='k')" ] }, { "cell_type": "markdown", "id": "69338b00-fc7f-475d-820c-ea3644fff702", "metadata": {}, "source": [ "Note however that this is not the maximum likelihood solution, in fact in this example if we look at the log-likelihood of the different solutions we can see that the maximum likelihood solution is actually the 6 events solution as seen in the plot below. The likelihood is evolving in a complex manner with the number of events. On the one hand adding events tends to increase the likelihood, on the other hand if events start to compete for samples (see the maximum model where the third event is split in two), the likelihood can decrease. This is why we can see that the likelihood is not monotonically increasing with the number of events." ] }, { "cell_type": "code", "execution_count": 15, "id": "3c6bc857-9e54-448f-8ea7-b3be43d780a5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Log-likelihood')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_events_backward = [elim_model.submodels[i].n_events for i in elim_model.submodels]\n", "plt.plot(n_events_backward, ll_elim, 'k')\n", "plt.vlines(n_events, np.min(ll_elim), np.max(ll_elim))\n", "plt.xlabel('Number of events')\n", "plt.ylabel('Log-likelihood')" ] }, { "cell_type": "markdown", "id": "d477e917-824e-420a-bc77-6dc81772787d", "metadata": {}, "source": [ "### Providing a custom maximum model" ] }, { "cell_type": "markdown", "id": "b5073f1d-26d4-4cc5-a40e-d1e09531db1d", "metadata": {}, "source": [ "Instead of re-estimating a model with a maximum bumber of events we can provide a custom maximum model. This is useful if we know that the maximum number of events is lower than the one estimated by the `EliminativeMethod` class or if we want to depart from a specific model. In this case, we can provide a custom `EventModel` to the `EliminativeMethod` class and start the elimination from there." ] }, { "cell_type": "code", "execution_count": 16, "id": "cd3a6f3f-475e-4dff-8a93-a1e2c538bb1d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimating all solutions for 4 events\n", "Estimating all solutions for 3 events\n", "Estimating all solutions for 2 events\n", "Estimating all solutions for 1 events\n" ] } ], "source": [ "elim_model_custom = EliminativeMethod(event_properties, base_fit=model)\n", "ll_elim_custom, estimates_elim_custom = elim_model_custom.fit_transform(trial_data)#Here we use the `model` we fitted above as the base model" ] }, { "cell_type": "code", "execution_count": 17, "id": "07521f57-4373-403e-b428-6dacd3b6dd2c", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(len(estimates_elim_custom.n_events), 1, figsize=(8, len(estimates_elim_custom.n_events)), sharex=True)\n", "for ax, n_event in zip(axes, estimates_elim_custom.n_events):\n", " plot_topo_timecourse(epoch_data, estimates_elim_custom.sel(n_events=n_event), info, sensors=False, magnify=1, ax=ax, colorbar=False)\n", " ax.vlines(np.mean(np.cumsum(sim_source_times, axis=1), axis=0)[:-1],\n", " np.repeat(0, n_events), np.repeat(1, n_events), zorder=10, color='k')\n", " ax.set_ylabel(f\"N = {n_event.values}\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "a08c7c68-9082-42a9-ade3-209484aa762e", "metadata": {}, "source": [ "### Define a range" ] }, { "cell_type": "markdown", "id": "fe483228-4e86-4217-9c91-9772ed763d14", "metadata": {}, "source": [ "Alternatively we can also specify a range if we don't want to fully explore all solutions:" ] }, { "cell_type": "code", "execution_count": 18, "id": "272b4fed-c0b3-41d0-b3a9-da14c29e01e1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimating all solutions for maximal number of events (8)\n", "Estimating all solutions for 7 events\n", "Estimating all solutions for 6 events\n", "Estimating all solutions for 5 events\n", "Estimating all solutions for 4 events\n" ] } ], "source": [ "elim_model_range = EliminativeMethod(event_properties, max_events=8, min_events=3)\n", "ll_range, estimates_range = elim_model_range.fit_transform(trial_data)" ] }, { "cell_type": "code", "execution_count": 19, "id": "33bdb92f-c97c-48f3-b5fc-6c68697c9efe", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(len(estimates_range.n_events), 1, figsize=(8, len(estimates_range.n_events)), sharex=True)\n", "for ax, n_event in zip(axes, estimates_range.n_events):\n", " plot_topo_timecourse(epoch_data, estimates_range.sel(n_events=n_event), info, sensors=False, magnify=1, ax=ax, colorbar=False)\n", " ax.vlines(np.mean(np.cumsum(sim_source_times, axis=1), axis=0)[:-1],\n", " np.repeat(0, n_events), np.repeat(1, n_events), zorder=10, color='k')\n", " ax.set_ylabel(f\"N = {n_event.values}\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "77643eee-ec31-4da7-bd53-cc3c33d51a36", "metadata": {}, "source": [ "## Cumulative event fit" ] }, { "cell_type": "markdown", "id": "3976431f-c769-4cf9-9d71-2726f8312284", "metadata": {}, "source": [ "Instead of fitting an _n_ event model this method starts by fitting a 1 event model using each sample from the time 0 (stimulus onset) to the mean RT. Therefore it tests for the landing point of the expectation maximization algorithm given each sample as starting point and the likelihood associated with this landing point. As soon as a starting points reaches the convergence criterion, the function fits an _n+1_ event model and uses the next samples in the RT for the following event, etc." ] }, { "cell_type": "code", "execution_count": 20, "id": "13fafcbc-0b53-4e71-9082-5c43c11cb818", "metadata": { "scrolled": true, "tags": [] }, "outputs": [], "source": [ "from hmp.models import CumulativeMethod" ] }, { "cell_type": "markdown", "id": "84f3e652-6f6f-4139-be09-f2963e39dea7", "metadata": {}, "source": [ "### Default behavior" ] }, { "cell_type": "code", "execution_count": 21, "id": "264e20af-860f-4513-a5fb-098dd4cc81e8", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d764d44db2bf43bd8effb46bef4e41d7", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/15 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(len(model_cumulative.submodels), 1, figsize=(8, len(model_cumulative.submodels)), sharex=True)\n", "\n", "for ax, model_i in zip(axes, model_cumulative.submodels):\n", " lkh_i, estimates_i = model_i.transform(trial_data)\n", " plot_topo_timecourse(epoch_data, estimates_i, info,\n", " times_to_display=np.mean(np.cumsum(sim_source_times, axis=1), axis=0),\n", " magnify=1, ax=ax, colorbar=False)\n", " ax.set_ylabel(f\"N = {model_i.n_events}\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "e080d103-6291-4722-af34-3b2dd1039a7d", "metadata": {}, "source": [ "We can look how the likelihood unfolded." ] }, { "cell_type": "code", "execution_count": 23, "id": "f33bb56b-a1b4-43af-9cd2-91c501fe614d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cumulative_res = np.array([np.array([x.n_events, x.lkhs[0]]) for x in model_cumulative.submodels])\n", "plt.plot(cumulative_res[:,0], cumulative_res[:,1])\n", "plt.plot(model_cumulative.submodels[-1].n_events, model_cumulative.submodels[-1].lkhs, 'o', label='Fitted model likelihood')" ] } ], "metadata": { "kernelspec": { "display_name": "hmp_refactor", "language": "python", "name": "hmp_refactor" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }