{ "cells": [ { "cell_type": "markdown", "id": "GWMGsEDSzosM", "metadata": { "id": "GWMGsEDSzosM" }, "source": [ "(psychophysics_group_level)=\n", "# Fitting a psychometric function at the group level" ] }, { "cell_type": "markdown", "id": "89af87cd-42ef-44da-adcb-2eb02fd271e0", "metadata": { "id": "RS4nPf2SHuhG" }, "source": [ "Author: Nicolas Legrand " ] }, { "cell_type": "code", "execution_count": 1, "id": "designed-insulin", "metadata": { "id": "designed-insulin" }, "outputs": [], "source": [ "import pytensor.tensor as pt\n", "import arviz as az\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import seaborn as sns\n", "from scipy.stats import norm\n", "import pymc as pm\n", "\n", "sns.set_context('talk')" ] }, { "cell_type": "markdown", "id": "fM0gAqRdKTcA", "metadata": { "id": "fM0gAqRdKTcA" }, "source": [ "In this example, we are going to fit a cummulative normal function to decision responses made during the Heart Rate Discrimination task. We will use the data from the [HRD method paper](https://www.biorxiv.org/content/10.1101/2021.02.18.431871v1) {cite:p}`2022:legrand` and analyse the responses from all participants and infer group-level hyperpriors." ] }, { "cell_type": "code", "execution_count": 2, "id": "QAxgnhh98LEo", "metadata": { "id": "QAxgnhh98LEo" }, "outputs": [], "source": [ "# Load data frame\n", "psychophysics_df = pd.read_csv('https://github.com/embodied-computation-group/CardioceptionPaper/raw/main/data/Del2_merged.txt')" ] }, { "cell_type": "markdown", "id": "-z2rrtNp9MPh", "metadata": { "id": "-z2rrtNp9MPh" }, "source": [ "First, let's filter this data frame so we only keep the interoceptive condition (`Extero` label)." ] }, { "cell_type": "code", "execution_count": 3, "id": "70iPUt9nzZUD", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 226 }, "id": "70iPUt9nzZUD", "outputId": "17be06e7-29e8-42d8-a8e9-6a2a5fc2cfd2" }, "outputs": [ { "data": { "text/html": [ "
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TrialTypeConditionModalityStairCondDecisionDecisionRTConfidenceConfidenceRTAlphalistenBPM...EstimatedThresholdEstimatedSlopeStartListeningStartDecisionResponseMadeRatingStartRatingEndsendTriggerHeartRateOutlierSubject
1psiLessExteropsiLess2.21642959.01.632995-0.578.0...22.80555012.5494571.603353e+091.603354e+091.603354e+091.603354e+091.603354e+091.603354e+09Falsesub_0019
3psiCatchTrialLessExteropsiCatchTrialLess1.449154100.00.511938-30.082.0...NaNNaN1.603354e+091.603354e+091.603354e+091.603354e+091.603354e+091.603354e+09Falsesub_0019
6psiMoreExteropsiMore1.18266695.00.60678622.569.0...10.00188212.8849021.603354e+091.603354e+091.603354e+091.603354e+091.603354e+091.603354e+09Falsesub_0019
10psiMoreExteropsiMore1.84814124.01.44896910.562.0...0.99838413.0447441.603354e+091.603354e+091.603354e+091.603354e+091.603354e+091.603354e+09Falsesub_0019
11psiCatchTrialMoreExteropsiCatchTrialMore1.34946975.00.56182010.072.0...NaNNaN1.603354e+091.603354e+091.603354e+091.603354e+091.603354e+091.603354e+09Falsesub_0019
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5 rows × 25 columns

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" ], "text/plain": [ " TrialType Condition Modality StairCond Decision DecisionRT \\\n", "1 psi Less Extero psi Less 2.216429 \n", "3 psiCatchTrial Less Extero psiCatchTrial Less 1.449154 \n", "6 psi More Extero psi More 1.182666 \n", "10 psi More Extero psi More 1.848141 \n", "11 psiCatchTrial More Extero psiCatchTrial More 1.349469 \n", "\n", " Confidence ConfidenceRT Alpha listenBPM ... EstimatedThreshold \\\n", "1 59.0 1.632995 -0.5 78.0 ... 22.805550 \n", "3 100.0 0.511938 -30.0 82.0 ... NaN \n", "6 95.0 0.606786 22.5 69.0 ... 10.001882 \n", "10 24.0 1.448969 10.5 62.0 ... 0.998384 \n", "11 75.0 0.561820 10.0 72.0 ... NaN \n", "\n", " EstimatedSlope StartListening StartDecision ResponseMade RatingStart \\\n", "1 12.549457 1.603353e+09 1.603354e+09 1.603354e+09 1.603354e+09 \n", "3 NaN 1.603354e+09 1.603354e+09 1.603354e+09 1.603354e+09 \n", "6 12.884902 1.603354e+09 1.603354e+09 1.603354e+09 1.603354e+09 \n", "10 13.044744 1.603354e+09 1.603354e+09 1.603354e+09 1.603354e+09 \n", "11 NaN 1.603354e+09 1.603354e+09 1.603354e+09 1.603354e+09 \n", "\n", " RatingEnds endTrigger HeartRateOutlier Subject \n", "1 1.603354e+09 1.603354e+09 False sub_0019 \n", "3 1.603354e+09 1.603354e+09 False sub_0019 \n", "6 1.603354e+09 1.603354e+09 False sub_0019 \n", "10 1.603354e+09 1.603354e+09 False sub_0019 \n", "11 1.603354e+09 1.603354e+09 False sub_0019 \n", "\n", "[5 rows x 25 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "this_df = psychophysics_df[psychophysics_df.Modality == 'Extero']\n", "this_df.head()" ] }, { "cell_type": "markdown", "id": "U0T9eifxMiDP", "metadata": { "id": "U0T9eifxMiDP" }, "source": [ "This data frame contain a large number of columns, but here we will be interested in the `Alpha` column (the intensity value) and the `Decision` column (the response made by the participant)." ] }, { "cell_type": "code", "execution_count": 4, "id": "3V1boQV-MiQ0", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 206 }, "id": "3V1boQV-MiQ0", "outputId": "1ebc2cc2-307b-4c18-aecd-f9c19ffa58fe" }, "outputs": [ { "data": { "text/html": [ "
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AlphaDecisionSubject
1-0.5Lesssub_0019
3-30.0Lesssub_0019
622.5Moresub_0019
1010.5Moresub_0019
1110.0Moresub_0019
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" ], "text/plain": [ " Alpha Decision Subject\n", "1 -0.5 Less sub_0019\n", "3 -30.0 Less sub_0019\n", "6 22.5 More sub_0019\n", "10 10.5 More sub_0019\n", "11 10.0 More sub_0019" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "this_df = this_df[['Alpha', 'Decision', 'Subject']]\n", "this_df.head()" ] }, { "cell_type": "markdown", "id": "__V5KcOWziWr", "metadata": { "id": "__V5KcOWziWr" }, "source": [ "These two columns are enought for us to extract the 3 vectors of interest to fit a psychometric function:\n", "* The intensity vector, listing all the tested intensities values\n", "* The total number of trials for each tested intensity value\n", "* The number of \"correct\" response (here, when the decision == 'More').\n", "\n", "Let's take a look at the data. This function will plot the proportion of \"Faster\" responses depending on the intensity value of the trial stimuli (expressed in BPM). Here, the size of the circle represent the number of trials that were presented for each intensity values." ] }, { "cell_type": "markdown", "id": "kwXfRILRryN2", "metadata": { "id": "kwXfRILRryN2" }, "source": [ "# Model\n", "\n", "The model is defined as follows:\n", "\n", "$$ r_{i} \\sim \\mathcal{Binomial}(\\theta_{i},n_{i})$$\n", "$$ \\Phi_{i, j}(x_{i, j}, \\alpha, \\beta) = \\frac{1}{2} + \\frac{1}{2} * erf(\\frac{x_{i, j} - \\alpha}{\\beta * \\sqrt{2}})$$\n", "$$ \\alpha_{i} \\sim \\mathcal{Normal}(\\mu_{\\alpha}, \\sigma_{\\alpha})$$\n", "$$ \\beta_{i} \\sim \\mathcal{Normal}(\\mu_{\\beta}, \\sigma_{\\beta})$$\n", "\n", "$$ \\mu_{\\alpha} \\sim \\mathcal{Uniform}(-50, 50)$$\n", "$$ \\sigma_{\\alpha} \\sim |\\mathcal{Normal}(0, 100)|$$\n", "\n", "$$ \\mu_{\\beta} \\sim \\mathcal{Uniform}(0, 100)$$\n", "$$ \\sigma_{\\beta} \\sim |\\mathcal{Normal}(0, 100)|$$\n", "\n", "\n", "Where $erf$ is the [error functions](https://en.wikipedia.org/wiki/Error_function), and $\\Phi$ is the cumulative normal function with threshold $\\alpha$ and slope $\\beta$." ] }, { "cell_type": "markdown", "id": "K14zcyan0iCz", "metadata": { "id": "K14zcyan0iCz" }, "source": [ "We create our own cumulative normal distribution function here using pytensor." ] }, { "cell_type": "code", "execution_count": 5, "id": "nG910VJ3Atgt", "metadata": { "id": "nG910VJ3Atgt" }, "outputs": [], "source": [ "def cumulative_normal(x, alpha, beta):\n", " # Cumulative distribution function for the standard normal distribution\n", " return 0.5 + 0.5 * pt.erf((x - alpha) / (beta * pt.sqrt(2)))" ] }, { "cell_type": "markdown", "id": "iSetK_Gd021N", "metadata": { "id": "iSetK_Gd021N" }, "source": [ "We preprocess the data to extract the intensity $x$, the number or trials $n$ and number of hit responses $r$. We also create a vector `sub_total` containing the participants index (from 0 to $n_{participants}$).\n", "\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "FOedFUWQcWHc", "metadata": { "id": "FOedFUWQcWHc" }, "outputs": [], "source": [ "nsubj = this_df.Subject.nunique()\n", "x_total, n_total, r_total, sub_total = [], [], [], []\n", "\n", "for i, sub in enumerate(this_df.Subject.unique()):\n", "\n", " sub_df = this_df[this_df.Subject==sub]\n", "\n", " x, n, r = np.zeros(163), np.zeros(163), np.zeros(163)\n", "\n", " for ii, intensity in enumerate(np.arange(-40.5, 41, 0.5)):\n", " x[ii] = intensity\n", " n[ii] = sum(sub_df.Alpha == intensity)\n", " r[ii] = sum((sub_df.Alpha == intensity) & (sub_df.Decision == \"More\"))\n", "\n", " # remove no responses trials\n", " validmask = n != 0\n", " xij, nij, rij = x[validmask], n[validmask], r[validmask]\n", " sub_vec = [i] * len(xij)\n", "\n", " x_total.extend(xij)\n", " n_total.extend(nij)\n", " r_total.extend(rij)\n", " sub_total.extend(sub_vec)" ] }, { "cell_type": "markdown", "id": "Jbz8no1H09lk", "metadata": { "id": "Jbz8no1H09lk" }, "source": [ "Create the model." ] }, { "cell_type": "code", "execution_count": 7, "id": "UlywVNYd1OO7", "metadata": { "id": "UlywVNYd1OO7" }, "outputs": [], "source": [ "with pm.Model() as group_psychophysics:\n", "\n", " mu_alpha = pm.Uniform(\"mu_alpha\", lower=-50, upper=50)\n", " sigma_alpha = pm.HalfNormal(\"sigma_alpha\", sigma=100)\n", "\n", " mu_beta = pm.Uniform(\"mu_beta\", lower=0, upper=100)\n", " sigma_beta = pm.HalfNormal(\"sigma_beta\", sigma=100)\n", "\n", " alpha = pm.Normal(\"alpha\", mu=mu_alpha, sigma=sigma_alpha, shape=nsubj)\n", " beta = pm.Normal(\"beta\", mu=mu_beta, sigma=sigma_beta, shape=nsubj)\n", "\n", " thetaij = pm.Deterministic(\n", " \"thetaij\", cumulative_normal(x_total, alpha[sub_total], beta[sub_total])\n", " )\n", "\n", " rij_ = pm.Binomial(\"rij\", p=thetaij, n=n_total, observed=r_total)" ] }, { "cell_type": "code", "execution_count": 8, "id": "cb327ff0-ccf0-4f5c-8115-1b002f2218b5", "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "cluster191\n", "\n", "191\n", "\n", "\n", "cluster5339\n", "\n", "5339\n", "\n", "\n", "\n", "sigma_alpha\n", "\n", "sigma_alpha\n", "~\n", "HalfNormal\n", "\n", "\n", "\n", "alpha\n", "\n", "alpha\n", "~\n", "Normal\n", "\n", "\n", "\n", "sigma_alpha->alpha\n", "\n", "\n", "\n", "\n", "\n", "mu_beta\n", "\n", "mu_beta\n", "~\n", "Uniform\n", "\n", "\n", "\n", "beta\n", "\n", "beta\n", "~\n", "Normal\n", "\n", "\n", "\n", "mu_beta->beta\n", "\n", "\n", "\n", "\n", "\n", "mu_alpha\n", "\n", "mu_alpha\n", "~\n", "Uniform\n", "\n", "\n", "\n", "mu_alpha->alpha\n", "\n", "\n", "\n", "\n", "\n", "sigma_beta\n", "\n", "sigma_beta\n", "~\n", "HalfNormal\n", "\n", "\n", "\n", "sigma_beta->beta\n", "\n", "\n", "\n", "\n", "\n", "thetaij\n", "\n", "thetaij\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "alpha->thetaij\n", "\n", "\n", "\n", "\n", "\n", "beta->thetaij\n", "\n", "\n", "\n", "\n", "\n", "rij\n", "\n", "rij\n", "~\n", "Binomial\n", "\n", "\n", "\n", "thetaij->rij\n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pm.model_to_graphviz(group_psychophysics)" ] }, { "cell_type": "markdown", "id": "IL5XRmYEKnJr", "metadata": { "id": "IL5XRmYEKnJr" }, "source": [ "Sampling." ] }, { "cell_type": "code", "execution_count": 9, "id": "XvCe2rAgw8_t", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 129 }, "id": "XvCe2rAgw8_t", "outputId": "10c11b10-fedd-4254-8051-6771cd35e15d" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Auto-assigning NUTS sampler...\n", "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [mu_alpha, sigma_alpha, mu_beta, sigma_beta, alpha, beta]\n" ] }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "
\n", " \n", " 100.00% [8000/8000 01:32<00:00 Sampling 4 chains, 0 divergences]\n", "
\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 93 seconds.\n" ] } ], "source": [ "with group_psychophysics:\n", " idata = pm.sample(chains=4, cores=4)" ] }, { "cell_type": "code", "execution_count": 10, "id": "qFp4jTS6FytS", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 405 }, "id": "qFp4jTS6FytS", "outputId": "f2ba731a-010e-42f6-f87b-803bd93f9f99" }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_trace(idata, var_names=[\"mu_alpha\", \"alpha\"]);" ] }, { "cell_type": "code", "execution_count": 11, "id": "5cL_9iEkFy1U", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 112 }, "id": "5cL_9iEkFy1U", "outputId": "a800dac4-fe43-4477-ef8b-a66c58ae2568" }, "outputs": [ { "data": { "text/html": [ "
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meansdhdi_3%hdi_97%mcse_meanmcse_sdess_bulkess_tailr_hat
mu_alpha0.2180.241-0.2240.6910.0040.0034670.03227.01.0
mu_beta7.9260.2337.5168.3700.0040.0032931.02961.01.0
\n", "
" ], "text/plain": [ " mean sd hdi_3% hdi_97% mcse_mean mcse_sd ess_bulk \\\n", "mu_alpha 0.218 0.241 -0.224 0.691 0.004 0.003 4670.0 \n", "mu_beta 7.926 0.233 7.516 8.370 0.004 0.003 2931.0 \n", "\n", " ess_tail r_hat \n", "mu_alpha 3227.0 1.0 \n", "mu_beta 2961.0 1.0 " ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stats = az.summary(idata, var_names=[\"mu_alpha\", \"mu_beta\"])\n", "stats" ] }, { "cell_type": "markdown", "id": "YkJy6W8rBb6i", "metadata": { "id": "YkJy6W8rBb6i" }, "source": [ "```{hint}Here, $\\alpha$ refers to the threshold value (also the point of subjective equality for this design). We can observe that the group of participants has an average threshold very close to 0 and a slope of 7, which is relatively small in this context and indicates a precise decision process. A higher value means lower precision. By looking at the posterior density of the threshold ($\\alpha$), we can see that the 94% highest density interval (HDI) includes 0, suggesting that we have good evidence that no bias can be observed at the group level for the exteroceptive condition.\n", "```" ] }, { "cell_type": "code", "execution_count": 12, "id": "0ELIN4YQMxQk", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 331 }, "id": "0ELIN4YQMxQk", "outputId": "1ab583bc-6570-4caa-bb92-0db9ce6fb8f4" }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_posterior(idata, var_names=[\"mu_alpha\"])" ] }, { "cell_type": "markdown", "id": "wwL7l3YzkoXq", "metadata": { "id": "wwL7l3YzkoXq" }, "source": [ "# Plotting\n", "Extrace the individual parameters estimates." ] }, { "cell_type": "code", "execution_count": 13, "id": "yUPOD7P_PAqk", "metadata": { "id": "yUPOD7P_PAqk" }, "outputs": [], "source": [ "alpha_samples = az.summary(idata, var_names=[\"alpha\"])[\"mean\"].values\n", "beta_samples = az.summary(idata, var_names=[\"beta\"])[\"mean\"].values" ] }, { "cell_type": "code", "execution_count": 14, "id": "1j8c193ZBJJO", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 424 }, "id": "1j8c193ZBJJO", "outputId": "7b71f973-102f-4705-a75d-ce5f0b45c9c3" }, "outputs": [ { "data": { "image/png": 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OsbtQ4b8d8LOf/cy8ccpF17uKXL780Y9+VHG73XbbzQXgTpkypawo+Mc//mGOc//995c9x6YK/0pfEq7rupdddpkLtEazPvzww4rnKUd745s+fXq753Vd173mmmtcAO64ceM8j99zzz0m+lDuj2MqlTKTmVtuucXz3HXXXWf+WDc2NpY979y5c13Lslzbtt1PPvnE89zGCv9MJuMOHDjQBVAxmue6rnvMMcd4Ii6u2zoR2pj3ZncKfwDulVdeWfJ8Q0ODJ2I4e/bskm2WLVtmnn/hhRc6PX7Xdd2mpiYjvsrt2xmx8NZbb7mWZbmxWMx98803y27T2NjoDho0qOxEsyM25TPc2Wtoj64Kf6A1WugnnU67AwYMKPtab8r7tzPwPcjrKDf5uuWWW8w2r7/+unn8tddec4FWi2Z79j8/1157rQvAHTRoUNnX7YEHHjAi2283mzJligvAHTFiRNnvoErwtY5EIh5rHvn000/NhML/WeJ1AnBvvPHGssfnxKBPnz4lNhX5+pf7LP373/82z0ejUXfp0qUl29x6663meX9kdlO/W7sq/IcOHeo2NTVV3LaSWM3lcu6XvvQl85ktt7K7sWxO4X/wwQeX/Zz8z//8j3mN/J8H/j2PRCLu/PnzO31dmyr816xZYwJ5P/3pT8vuS2dEOBwu+TsnrVSV3h977rmnC8A966yzOntZm8S2W5xVMXz++efm35Uqayxbtgw77bRT2Z+XX3657D6BQAA/+clPyj735ptv4p133gEAzJw5E8FgsGSbo48+GpMmTQIA3HPPPV26pq7w85//vOzjP/7xjxGNRpHP5/Hggw92y7nWr1+Phx56CABwySWXVNzu9NNPBwAsWrQIn3zyiXn82GOPRXV1NdLpNB544IGS/f7xj3+goaEBjuNg+vTpnueYiP2DH/wAVVVVZc+755574stf/jKy2SzmzJnTtYurwJNPPokPP/wQ/fv3x5lnnllxO17z008/bR6rqqoyNaA//vjjbhlPV3EcBzNmzCh5vLq6Gvvuuy+A1lJup5xySsk2w4cPx6677gqg9T3fFRKJBA488EAAwIsvvtjFUbdy6623wnVdHHXUUdhjjz3KblNVVWXK1Ml73xFb02e4s0yePBkHH3xwyeORSATTpk0DUPo6bcr7t6tcdtllZWuen3nmmRg0aBAA4N577zWP19bWAgCy2azne7wjzjjjDMRiMaxZswZPPPFEyfM333wzAOCEE07wlCdcunSpeS9eddVVqKmp6fQ5yfTp0zF69OiSx/v27Ws+T/7XgNc8aNAgnHXWWWWPO2vWLADAunXr8K9//avsNlOmTClbcebAAw9EJBIx4+NnVsL3RyqVwtKlSz3Pbe7v1vPPP3+jkmjnzJmDFStWAAD+8Ic/wLbtTRrHluLSSy8t+zk59thjAZR/jW677TYAwFlnnYUJEyb0/CC/4MEHH0Q+n4fjOBX/5l922WWIRCLI5XJl/64DwODBg813jJ9jjjkGQNf/xmwsWtVnByGfz3sEqCSbzZZ9fNddd0W/fv3KPjd37lwAQCgUMuKmHIcddhhef/11s313M3jw4LJf8kCrsNtzzz3x4osvdtv5X3nlFRSLRQDAIYcc0ql9Vq1ahf79+wMAotEopk+fjttuuw133303vvvd73q2vfvuuwG0fgHKP8pNTU3mS2HmzJn45S9/WfF869evN+ftDigUNmzY0G5dab6P5Hmj0SimTp2Kf/3rXzjiiCPwve99D0cddRQmTJiw2f5o7bbbbojH42Wf4+uy1157mZK35bZZtmwZNmzYUPb5xx57DHfffTfeeOMNfPLJJ6Y6hmTNmjUbNXbe+yeffBI77bRTxe2am5sBdO0131o+w11hn332qfgcq5jx/U825f3bFUKhEPbff/+yzwUCARx00EGYPXu25z4OHz4co0ePxrvvvot99tkH3//+9zFt2jTsscceZSdipLa2FieeeCJuv/123HzzzTj66KPNc6tWrTLC+ZxzzvHsxyBPMBjEkUceuVHXuTGvAa/54IMPrtgMasyYMRg4cCA+/PBDzJ0713NNhJNQP8FgEH369MGHH36Ivffeu+w2/KwD8HyWt8R36+TJkzdqP75+O+20E/baa69NGsOWpNJ7SFYilO+hVatW4aOPPgKAsu+LnoTv3b333rtiw9O6ujrstddeeOmllyp+T+69994V3/uVPjc9hQr/7YDevXubf69fv77sH7fRo0fDdV3z+8qVK/GlL32p3eNWEv1Aaz8AAOjTp4+JtJSDUS5u39101LiJz3fX+fnlA6DiRMqPXwiefvrpuO222/D8889j1apVGDp0KADgs88+w1NPPWW2kaxdu9ZMODr75VBOgG4MvOZsNtupa06lUp7fb7nlFhxzzDFYtGgRZs2ahVmzZsG2bey999449thj8d3vfrdHa8BXiuABrWKts9vkcjnP48ViEaeddponEh4KhVBXV2cmNQ0NDUin02hpadmosfPeNzc3G3HfHl15zbeWz3BX2JjXaVPfv52lo/tY7rsoGAzi3nvvxfHHH48VK1bgkksuwSWXXIJYLIb99tsPX//6101038/3vvc93H777XjiiSfw4YcfmuPfcsstKBaLGDVqFA466CDPPmvXrjVjrTQZ7oiNeQ14zR19Xw8aNAgffvhhxffapnyW+bx/fFviu7W9v63twdePfzO2VTbmNSKb+9q78t6V2/vZmM9NT6FWn+2A3Xbbzfyb7ba7g/YiTqRSlHRjt+sqPXXcShQKBQCtkWy3NUemwx//H98DDjgAQ4cOheu6mD17tnn83nvvRT6fR//+/XH44YeXPS8AvPrqq506b3sdbzfmmo844ohOX7NkyJAhmD9/Pp566in88Ic/xJ577olisYiXXnoJF198MXbddVc8++yz3TLWzcmtt96Ke+65B8FgED//+c+xdOlSZDIZrF+/HmvXrsXatWuNXct/TzoL7/3/+3//r1P3/bnnnuvyObb0Z7in2dT3b2fZ2Pszbtw4vPvuu3jwwQdxzjnnYPfdd0cqlcIzzzyDH/zgBxg9erRpriSZNGkSJk6ciEKhgFtvvdVc6+233w4AOPvss7t9rJvK1vhe2xLfrZ3529oe2+pnsTvQ9+6mo8J/O+Dggw82b7Z//OMfm+WcjFh89tlnyGQyFbejxaFv376exznDTafTFfdtaGjocBwdWSg+/PBDz3g3FdotUqkUli1btlHHsCwLp512GoA2a4/898knn+yJfADeZepyIqAn4TVvynkDgQCmTZuGP/7xj5g7dy7Wr1+Pv/zlLxgyZAg2bNiAU045paLlbGuFvuWzzjoLV1xxBXbdddeSpVwZqdoYuuPeV2JTP8PbCj15DyUd3cf2vots28bXv/513HjjjXjrrbfw2Wef4YYbbkCvXr3wwQcf4Iwzzih7zO9973sAWiehxWLRRP8jkUjZfbga/Nlnn230KtTGwGv+4IMP2t1uS7zXtuR3a1fh60ef/+ZE/k2q9He7M3+zNwbpYli5cmWPnKMSW/N7d2NR4b8dsPPOO+PrX/86gFbxuDm+FOgvzOfz+L//+7+K2z3zzDMAUOK7rKurA9D+h+m1117rcBwffPABli9fXva5pqYmzJs3zzPeTWW//fYzkyyZpNdVaOV577338MYbb5j/yuckdXV1ZmVnU867MdCP+uGHH250kqqfqqoqnHLKKSZS+cknn3j+6EoBvbER2J6G791KiWbNzc3tvod5je1dH+/9448/3imrT1fY1M9wd9CZe7Cp9MT7txz5fL7i8V3XxfPPPw+gc99FvXv3xrnnnovf/OY3AIAFCxaUTf495ZRTUF1djdWrV+Ppp582Sb1f//rXPUm9ZL/99gPQGuV+8sknO3dh3QCvec6cOcZW4+fdd981k6OeeK9Voju+WzfH+xhoe/0++eSTzZ5zw7/ZQOW/2535m70xDBkyxFhpHn300S7tu6mvDd+7c+fOrTixqa+v9+QCbO2o8N9OuPLKKxGPx9HS0oLjjjvO40XvCcaOHWu+LK+88krPcil54oknzBfBySef7Hlu3LhxAFr9t6+++mrJvp9++qn5I9YRrAbh5+qrr0YqlUIoFDITo02lX79+pvLA7373OyxZsqTd7St5RkeOHGkSnO666y4T7d99990rCkkm6v373//u8A9UdyYJHX300SbicsEFF3Tob5Xn7iiKH41Gzb/l8rdMoqqvr+/KcDcbTL5etGhR2ednzZqFpqamivvzGtu7vrPPPhuWZaG+vh4//vGP2x1PLpfr0uRgUz/D3UFn7sGmsinv367yq1/9qqywvfPOO7F69WoAwIknnmgeb2+FAKj8+SDxeBzf+ta3ALS+hqzw40/qJbvuuisOOOAAAK2VVRobG9s9f3dx0kknAWidfLGCjh9WZ+vTpw8OPfTQzTIusqnfrZvjfQy0ru7vsssuAIALL7xws66Sjhw50rwfy1XJKxaL+PWvf91j5//Od74DoDWHZcGCBZ3eb1NfmxNOOAGhUAjpdNpMxP1cddVVyGQyCIfDOOGEEzbqPJsTFf7bCaNHj8bs2bNh2zbefPNNjB07FldeeSXefvttz0y3sbERTz31FP7rv/5rk8/JD8ELL7yA6dOnm5WGXC6Hv/zlL0Yo7LfffqbcINlvv/1Mks63v/1tzJ07F67rolgs4rnnnsNBBx1UMTIkqampwZ133okLLrgA69atA9Aa6b/qqqvMhOC8887rMDGnK1x99dXo3bs3GhsbMWXKFNx2222eSMC6devw0EMP4etf/3q7Yol/sO+9917j9edj5fje975nJgvf+ta3cNlll3kiL8lkEs899xzOP/98DB8+fJOuUeI4Dv785z/DsizMnz8fkydPxtNPP+35o7NixQrceOONmDRpEv785z+bx19++WWMHTsWf/jDH7B48WLzmrqui5dffhnf//73AbQmRslylSNHjjQJsrfccstWGfU/4ogjALSWTrzpppvM/Vi7di0uvPBC/Pa3v/Uk3vvZfffdAQAPPPBAxYpB48ePN6VIb7jhBnzjG9/AwoULzf0oFAomaXr48OFdzvHZlM9wd8B78Pbbb1csK7ypbMr7tyvEYjG8+OKLOOWUU8yyfzqdxs0332ze58cee6ynMs29996LyZMn48Ybb8T7779vHi8UCnj66adN+cB9993XlP70Q7vPyy+/jEKhUDapV/LHP/4RjuNg6dKlmDx5Mp566imTVJhMJvHaa6/he9/7nlnp6Q4mTZpkBNF//dd/4brrrjMTsLVr1+Lss8/G/fffD6B1wuw4TreduzNs6ndrZz7L3UEwGMR1110Hy7Lw4osvYurUqXjxxRfN92pjYyOee+45nHbaaaZUb3chRe1VV12Fv/3tb+Yz9N577+H444+vGATpDi666CKMGDECmUwGU6dOxc0332wmrrlcDkuWLMEvf/lL/P73v/fsx9fmhRdewLvvvtvl8w4cOBAXXHABgNZcq1/84hdmElFfX4+ZM2fid7/7HQDgRz/6UbuVw7YaNr4FgLI18sorr7ijRo0yDSOA1tbovXv3LmkDX1VV5c6aNaukWUpnm+q4bmujKtlyvba21rVt2/y+xx57VGye9dRTT7nhcNhsG4vFTAOYESNGmGZX5d6mcowXX3yxC7R27ezVq5enffehhx5acn2doaN7MH/+fHfYsGHmPJZluXV1dZ729Tx/JdatW+e5V4FAoGKrcvLZZ5+5hxxyiOcc1dXVbm1tred1CIVCJftuSude13Xd2bNnu7FYzHOO3r17m66k/JENlGTTFnzR4KR3796eFu3V1dXu888/X3I+djDme2PIkCHu0KFD3f/+7/8223SmgVd77+PONHepdN82bNjgjh492vP6ydfh3HPPbff4//d//2e2DQaD7s477+wOHTq05Fry+bw7Y8YMz310HKfkPgJwX3zxxYrXUYlN+QxvagOvXC7n+b6qq6sz90A2DOvMe7ej13tj3r+dQb4Hr7vuOnMv6+rqPN9v48aNc9etW1d2X/5EIhG3d+/ebiAQMI8NGDCgbMMsCZtyAaWdesvx9NNPm0aB/FzW1dV5xuJvBteZ17q993t9fb2nEVcoFHLr6uo8772LLrqo7HE78/p3Znw8j7+5lOtu2ndrZz7LsoHXihUrKo7RdTv+Xrrzzjs979tIJGK6yfNnwYIF7Z7DT2e+Lz/44APTKI/vG+qKqqoq97nnnqt4jze1AZjruu7y5ctN00F+59bV1Xn+5vsb8K1fv950bQZaG8TxtXnllVfMdu29xzKZjPvNb36z5Lzyc3ryySeXNIZz3c79jWnv71hPoBH/7YyvfOUreOedd/Dggw/i29/+NkaPHo3q6mo0NDQgEAhgzJgxOPXUU3HnnXfi448/xmWXXbZJ0ZULL7wQc+fOxWmnnYbBgwcjmUwiGo3iK1/5Cq655hq8/vrrntq8kmnTpuGFF17A1772NdTV1aFQKGDw4MG45JJLMG/evHbrlkt+85vfmMhZsViEbdsYP348/vjHP+Kpp57qkejRhAkT8M477+C6667DoYceij59+qCpqQnFYhEjRozAKaecgnvvvdc0+ypH79698dWvftX8PnXq1A5XJvr06YNnnnkGjzzyCKZPn47Bgwcjk8kglUph4MCBOPLII3Hdddf1SALUqaeeimXLluGyyy7DXnvthUQigfr6ejiOg/Hjx+P888/HM88842n6tvfee+Nvf/sbvv/972PPPfdEnz59TIOy8ePH4+KLL8bixYvL1j//3//9X1x++eUmYrN69WqsWrXKrOxsaWpra/Hyyy9jxowZGDZsGILBIEKhEA466CDcc889uOGGG9rd/4ADDsDjjz+OQw89FDU1Nfjkk0+watWqkhrhwWAQf/jDHzB//nycc845GDVqFILBIBoaGlBXV4fJkyfj8ssvx8KFCzeqPvimfIY3lVAohH//+98466yzMGzYMLS0tJh70N05DRvz/u0q5513Hp5++mkcccQRCAQCCAQCGD16NH75y1/ilVdeKVkBOuaYY3DXXXfhzDPPxLhx41BTU4OGhgZUVVVh0qRJmDVrFt5+++2yDbMk3/jGNwCgYlKvn8MPPxxLly7Fz372M0yYMAHRaBSpVArDhg3DtGnTcOONN3a6T0lnqampwb///W/ceuutOOigg1BVVYXm5mbstNNOOOGEEzBnzhwTOd0SbMp3a2c/y93F6aefjnfffRczZszAbrvthlAohGw2i+HDh+O4447D3XffjTFjxnT7eQcNGoTXXnsNZ511lvlblUgkcPrpp2P+/Pnt9gPpDnbZZRcsWLAAf/7zn3HQQQehrq4Ozc3N6N+/P/bdd1/MmjULF154oWefuro6PP/88zjppJMwcOBANDQ0mNemveIiEtu2cd999+HBBx/EkUceid69e6OpqQm9e/fGkUceiYceegh//etfEQ6He+Kyux3LdbfCNXRF6YDLL78cV1xxBQ488MCNKmGoKIrSHdxxxx0488wzMXTo0M1ecYQcffTReOyxx3DyySfjr3/96xYZg6Io2wYa8VcURVGUbZT333/fJPUyl0BRFKUSKvwVRVEUZRuksbER3//+91EsFrHPPvuUtcwpiqJIQh1voiiKoijK1sJFF12E+++/H2vXrkU2m0UoFMK11167pYelKMo2gEb8FUVRFGUbYt26dVi9ejVs28a+++6Lp556Cl/5yle29LAURdkG0OReRVEURVEURdkB0Ij/VsSpp56KPffcE6eeeuqWHoqiKIqiKIqynaEe/62Id999F/Pnz9/Sw1AURVEURVG2QzTiryiKoiiKoig7ACr8FUVRFEVRFGUHQIW/oiiKoiiKouwAqPBXFEVRFEVRlB0AFf6KoiiKoiiKsgOgwl9RFEVRFEVRdgBU+CuKoiiKoijKDoAKf0VRFEVRFEXZAVDhryiKoiiKoig7ACr8FUVRFEVRFGUHQIW/oiiKoiiKouwAqPBXFEVRFEVRlB0AFf6KoiiKoiiKsgOwzQv/tWvXYvbs2bjgggswefJkxGIxWJaFvfbaa5OPPWfOHHzta19D3759EY1GMXr0aMycORMtLS3dMHJFURRFURRF2XyEtvQANpV7770XF154Ybcf909/+hMuuOACuK6LQYMGYfDgwXjnnXdw5ZVX4sEHH8SLL76IXr16dft5FUVRFEVRFKUn2OYj/tXV1Tj00ENxySWX4IEHHsBVV121ycecN28eZsyYAQC48cYbsXr1asyfPx/vv/8+9txzTyxevBhnn332Jp9HURRFURRFUTYX23zE/zvf+Q6+853vmN/vuOOOTT7mrFmzUCwWcfrpp+Occ84xjw8YMAD33HMPRo8ejYceeghvvvkmxo4du8nnUxRFURRF6Syu66LoAsWii0KxiGKx9fdCoYii66JYdOG6aP2Biy/+B9d1v9i/9PEvnjLHd4Hy+3mea9vPlQfoyrVstp2AjRwi3I04YSBgYfTQrc8Zss0L/+6mubkZTz31FAB4RD8ZMWIEDjnkEDzzzDO4//77VfgriqIoyg6G67pIZfJoTuaQyuaRyRaQyuSRzuSRyhaQzuSRzuaRyrT+O5srIFcoIpfnT0H8u4hcoYi8eDxfcFF0XRS++G+rwHe/EPit/1W2buJOCPf+6qgtPYwSVPj7WLBgATKZDCKRCCZNmlR2m/333x/PPPMMXn311c08OkVRFGVHpi3y2vrfYrHoeaxYLHoel88Xi0XzfGuE1/Uc13/MQqHg+V3+lDtvsVhEoVAw/5bb8Vj5fB75fN5sK/9dLBaRzWbhuq55PJ/Pm/NwG/+1yvNks1nPY/Ia/Pt57yuQd4PIueHWn2IYOTeEvPkJIu8GUTD/DgGwNuGVVJQtgwp/H0uWLAEADBkyBOFwuOw2w4cPBwC89957HR7vxhtvxE033dSpcy9evLiTo1QURVG2VyoJbflDEex/zr8f4J0syOPxXP7jym39Ap0inj8U8v7HCoUCcrmc2Z8//glBpUmEf5ybiusCOTeMTNFGphhp/a9rI1O0kSvayLkhuNt+2qOidIgKfx/r168HgHYr9vC5DRs2dHi8jz/+GPPnz++ewSmKoijbFZVEsBT3MoruF/08RiV/tV+sSwFfLirvuq4R7Nls1uzHaDqj8FLgy/H5I/75fN4zRink5QpE991PIOPaSBccpIoOUgUHqWIU6WJEhb2iQIV/Cel0GgBg23bFbSKRCAAglUp1eLydd94ZEydO7NS5Fy9e3KljKoqiKNsu/ig9H5Niuj2hb1mtFpNAIADLsmBZlvm3PBYFu+u6CAQCCAQCCIVCcF0XlmUZcc+ovWVZHvEvRX0ulwPgXY2Q45UTCI4HAILBoNnPb0PiPvK88h51lCxKkd9SiCFZiH3x3yiKCHbXS6Uo2x0q/H04jgMAxidYjkwmAwCIRqMdHu/cc8/Fueee26lz77nnnro6oCiKsp0iBT1hBJ1Rdv+kwLIsBINBhEIhI97L/fA4/JGTAp6bEXgZ+c/lckbkZzIZ87iM2gOtk41sNotcLudZNeDYeB7+N5/PIxgMmgkGhTwfk5MS/liW5ZlgAPCc33WB5lwY61MRbMg4aMhGkStuGyLfggvLchG0gIDlIhAAghYQDLT9BMzvFoIBwLKAgGUhYLX+mz8BtFaMaX2+9d/BgPXF6/3FuQAAbfeVZXAsAFbAav2vZYnxtf5f65auJ3vBsr6YZH5xFAttk85AwELACrRuEwy0/jtgwYJl/tu6rXfC2nZsq2SCZ8H6YgzmKsy2prjOF8eT1yCPSQJf3DS5betDAfN8IBD4YpvWcwe+mKz6n+O1yeOa84hrClic9G6dOSAq/H3U1dUBaLP8lIPPcVtFURRFqYSMvhOKbkba+VihUDBiPxwOG6EcDAY9PwBMZD6fz5vIvX+1gNtJ3z33y2QyRuxzO6BNxHAyQYuPX+j7RVs4HEahUEAwGPSsNADw+P05LjkB4L8ZfOM9yRQCWNsUxtomG58nbeSKm9+uE7SKCAcKCAeKCAeLsIMu7GARTtiCYwdghyzYIQuhIOCEA4jYQThf/ETsIEIBF+FQ22tWjmKxiEAg4Fmd8a+c8PdAIIBgMOjJv7Asy7yOxC+M5YoMf+dryPOEw2HPOXjuUCiEYDBoHue/5WoTx89j8rjyd56X96LcBFPeI/+EstJqlxxzpclxuZUoHqPcBGJ7RYW/j5EjRwIAVq9ejVwuVzbBd/ny5Z5tFUVRFMVPOcEvRTjJZDJGVNu27RFYjPRT+NFik8vljNhnxF4KOwobRvRZLSedThuxLwWcFGDch8ei9ZXbSDFFQShFHa9ZWoEAeFYveCyOE8AXwhHYkAQ+agzjo/ogNqTLF9noDgJWEdFgHtFwAZFgAU64iGjYRSRQQNQuIuEEkYgGEQ61jtlxHHPPQqFW+SQnZrwGv61JTnSk+OR/+RrzMSlSKfA5UZT/5vFs24brukav+Cs3+ScTlmWZc4bDYc9qkrwOvr5A24SgnEiW5/Gv5PgrK/lzU+T9kPexPQEvt+H999vddiQh31VU+PuYOHEibNtGJpPB66+/jsmTJ5ds88ILLwAA9t133809PEVRFGUrR5ajrPS4rHpDwS+FMQW1tOowuk+xL203FHEUW5lMBqlUCq7rIpPJeMQ8VxN4XCnaWT7Tb9EBWvPbwuGwEYEUcv6EYXndFJk8HkWgvOZisYj6lgJWfh7E6g1hNGa6z75jWS6q7AKqIgUk7DyioTwSkSLi4SIioSJsO2yEI+9LLBYzgti2bTNR8UeiGeHmveO9kOI4Eol4ItHS7iSj13IVRZY8zWQyKBQKRtT6V3z8UXwAnvcP/819/VFy//tNin15TL+wby+hu1xFKfle8It3eX/8Y/NH6ne06HxPoMLfRyKRwLRp0/Doo4/ipptuKhH+S5cuxbPPPgsAmD59+pYYoqIoirKVwii3JBAIeIQ7I/TBYBDRaNSIHIrMckm6cv90Om0EWCgUMiI+n88bkU+LDivzBAIBRCIRhEKhkqgsx8P/cvycTNi27RHAMvFXWnW4IkExD8DsI49HMZjK5LH8M2DF52F83uJs8r2PhIroHXfRJwHURouIhbKIhrKwvjCGt97bAAKBtmh3OByG4ziIxWJG+PstKXJlwr96I1dAKPL9op73g9F5OdGgxUnmXvgj9fK88pyWZZnJGN83/si+XKEo999yx5fJ2jIfpJLI9wtxv4CXQr6SRcg/bqXn2GGF/5QpU7BmzRrMmDEDM2bM8Dw3c+ZMPPbYY7j77rsxefJknH322bAsCx9//DFOPvlkFItFHHfccRg3btyWGbyiKIqyVSFFOqGooQBnJBeAxzZCQS6RFXUoytPptLF4SOuP9PjzXFxNCAQCiMViHt9+IBDwrB7In2Kx6Il2UyBLwS+FPic1MtovLRucnPD+AMC6piLeW2thxecR5IsbJ/IsuKiLudi5FuhfE0DfKiBuW54oeesYbI8dh5OYeDxuXgO/qOY1+K05cnLjF6vyeSn6pac8HA577FqcpPlXDcpVcJL5HTyOPD8j6eWi/TLSLz30lcqv8nH5/vPce5+tRl6rFPd+25Lfl68Cf8uwzQv/Dz74ABMmTDC/s+LOokWL0KdPH/P4xRdfjIsvvtj8vmbNGqxatQr19fUlx9x7771xzTXX4Ec/+hHOPfdcXHnllejTpw/eeecdZDIZjBo1CjfffHPPXZSiKIqyzcCouYwGU2ylUilP4i2jzFKESqTdxnVdI+SZYCvtPNyeSboyUVdGgYPBoIncSsEPwEwWABiRyOh+OBw2+0hx6y81SqStx2/1yGRzWL3ewjsfWfi0qXK57PaojRYxuHcAg3oFMLBXCOFgWyWg1slOWw4CI+ucwESjUcTjcU9kvFyVJcCbOCr99/6VDSnspaCVAl1aojhxk8nUMieC7xu+P/wedn+CNydl0rIjI+r8kTYsadPxryhVuh/yNZW5CH6bjj+S7/+3snWwzQv/QqGAzz//vOTxfD7veTyZTHbpuDNmzMAee+yBq6++Gq+99ho+/fRTDB06FNOnT8dPf/pTJBKJTR67oiiKsm3jF/0Ui67rorm52dPkynEcI6gjkUiJh1rmBUhB76+Cw/24CpDNZpHJZIzdhNsy6TOVSnkiuRwrJyTSdx2JRMx+MidANvMiUtDRQkThGAqFWgV5roAlHxfw9sdBNKa7VpEnYLVG9HfpG8QuO4VRl2iLmPNaeG2WZZlIOAVwLBZDPB4310OkyOV1yNeOgpqvi8xLkHkX3IeimyKc56AtS4ppf7lU3nMp5gF4JhD+cq5yYuGP5nPM8rWW55PR/HLJ5/I+ytdYTjz80Xu/yOc1KFsnlluptpSy2WEd/4kTJ2LevHlbejiKoihKO5QT/Sxp2dTU5BFWjuPAtm1PJJ7IKD/QKg5TqZQnkZIrALTdcCUhnU7DdV1EIhFPFR7LssykQApduZLAyDNFq+M4JhIOtIrXdDpthLWMkktvNyct3KZYLCKZTGPJpxbeXBNAMtv5aK8FFwPqgNE7hzBqkIOquGPGQhHLXAaeU1p5otEoYrEYHMcpyTeg6JXRa75mXOmQAh1os7DIqL+shiOj4bzXrKBUTmjLCZZMcvX78f3+eJlUXc4m47cJ+cW+f+In37OVRHxHCbaVxqJs3WzzEX9FURRF2dx0VvQDQDwe9whFeQx/9Z9cLmc6uMtzcN9UKmUEPUtyMoGW4jCfz6O5ubnEL94mypMoFArGBhOJRBCJRIwoZqRailyOhdcJwDN5oJ2opSWJFessLPwgiMZ05wVhn4SL0QOC2H1oDL1qYh4vvCwHmUqljAef4pmVeDi58vcG8FfkobCmpYnVdrittND4E3Ol2PcnRPN1lLYq3meupPD1572VQl9G1mVFoUpWGb+49wt+2deB5/QLfbmCUc62Q/xWHmXbRYW/oiiKonQBv+hnUmU50Z9IJDxJlsQf5QdgrD1AW/19HjsQCKClpcVElIvFokm+LRaLiEajsCwLLS0tHk8+xwcA6XTa2F5t20YsFjOrEBSrUlhT6PFaZJIvO+zyujOZDD6ud/H6ihDWNXfuPgYDLob3A8YPtTF0p4S5Bgp8OXZp6eF1h0Ih492XqyX8r8wzoDVGin1eG69PTso4AaAAZxJwsVg0958dkplIzftCq1M0GjXXJFcZKtl6mPNRKYruL6kpLT3+5Fz/ZKdSBR1/iU+iUf3tFxX+iqIoitJJKK78nv58Pm+EOSOslUR/uZKfmUzGJNmyKo9sjkXrT0tLi4l2A2318HO5HJqamjwWHAo3riJkMhmTX8DoeCAQQDKZNBVmgDYhCsCIWBnF5goEx9qUKmLeqiCWfuJNCq1EIuJij0EWdh/ioE+vao/FiJ54XjfvhWVZRkQHAgFj6ZF5D34rD18beugZxZeimeKXr63fisPXmdF7bkeBz/vGyH4sFjPn8x9TTiykfYdWo0q0F9WXqyLtiX1/KU1/XoB8v0hrk7L9ocJfURRFUTqJPymU0XLaZyi+Kol+f9deoE30U0gymk8xy0owyWTSRKEZ+Q4Gg2hpaUE6nTZdXgGYcciKPzLK7zhOq2hvajJRYh5XJupS5MoVDtqJMtkcFq8NYu77LnKFjkV/XczFxGEBjBkURW1tjVltYISfEX3eJ05EpDBmsi6v1Z/Iygh2NBr12GX42hHpc5cWF1ZZkoJaVsfhuOQ5aZViUjdfA7+gl5OKjsS+v/pOpd/b8+z7q/xwDBIV+zseKvwVRVEUpRNIWwhFvxSt0tNfTvRTMEpkky0p+qV1JZPJIJ1OmyhxMBiE4zgoFApobm5GLpfzVKGR+/Gc8Xjc1PMPhUJobm72RNPleGVdfznRobDNZDJoyobx7DtBfFLvncSUoy7mYtIuAYwY4KC6utpMPriSQXuTv8SmrKLDXATZRVeunPh9+zLqzteLrwFr/Evx7bdhUUxzxYQTMwp72X+B+Q08jqzYJMW+vxuzH380n2ORr4Hf2kN4XL6OfK3ktUvkZEfZsVDhryiKoigdwGgvoQBNJpOexE5GmilagfJJvABMGU5ZV58R50AgYKr2SNHPaHEulzOrDFx1oPhkvXiej4mvFIstLS2m8oy0nPj7BhAKxEKhABcW3vwojNeXZlDsoCZgleNir2EWdhvcKvgTiYSx22SzWbS0tBi7De8x0Gaf4rlZBpX5DFx9kAm+rEzEJGpZtcfvvWcFJP+5/OVK/d10pS+e52DEnCs0PKbfs9+ewO4oui/ff/I9xGNyEiMbhHEcEo5LPfs7Nir8FUVRFKUDpOinoGciLMWitHDI6i1SsFGYtTWdarONMGoPtE4Kksmkp5JOLBZDKBRCOp1GKpUy5T2lJYVlPinsEomEieKzxKf06VOgcpJBe40sDcrfW7JBPLEw3WGUPxx0seewAMYNDaO6KmG65FK8NzQ0mL4DsnIOz8N7LCshFYtFj/9flsN0HMdE+CnQWXFHrgjweVqCpDWHybyM8HNfaZvx16+Xkww5ZtmAqz2B3V40n5TrOcDJBic78r1WrkK7rNSjKCr8FUVRFKUdZDIvBRRtORT9slpMJdEvH2O0n6LTXw+eJTuZL8AEWIp+oK2EJo+RTqeNjYW9AyzLQjabRSAQ8KwsOI5jJjBM7pXimwKWv7/9QQb/fiuNXAfOnpH9gf1G2qitiiCRSCAWi5kk3JaWFjQ3N5tJB0WsvAYZLecqBMcWCAQ8SckskUmBTeHLCQIAcwxeh5yU0R/PyUU2m/VUNZL9AWS0X1pkeK84DrnSUw5/TgLHweg+JwqcuBCeT65s8DG/7QfQ6L5SGRX+iqIoilIBKe6BVrHNaDAFlxT8UsD7Rb+skZ/JZDyRYop1VuDhSkBNTY2JZrOGPwUsxSPtQoVCwUToeT6WBOXxpLdbdr6V+3DlolAoIJnK4pm30nj3I28VIj+1MeDAUQEM6RcxJTarqqpMonBDQ4OxLPH8FNuywg4Tcjlh4ZhlHXw2G5NWKgplab8hFPqcyMjXjfeIPQk4BunRl82s5ONystcZwe+388j3lnzPUPDLyjuyApCcHPgFv3r3lY5Q4a8oiqIoFfBbfGRVF2kPkRVUuF850c9kVunDpqCksJeiPxqNIhAImP14Tp6fdiHXdT11/TkGGQmXKxG5XM6Mg5MAVqcBWvME1jVk8fiCDNY1Va7YY1nA+CEWJg0PI2KHUFVVherqajPuZDJpehvIiRGFPScs0q8vu9xS5FP0MkkWaBPwUvADMOfifeVrJKsSATD3QHbU5f2T9h45keBqhKyA1Bn/viwFKsuO8nx8bfl68Fwyb4GvpQp+ZVNQ4a8oiqIoZZACi8JRRvqlqJQWknKinzXqZdKtjCInk0lj75Gin55+7stxMMJN0cuIM8fMbXlu6W+X4pEinOeiBen9tVk8/WYWmXYC/bUxC4ePDaNvVatoTyQSqKurg+M4yOfzaGhoQDKZ9ESsuWLCvgTMbaBXXjYtC4fDiEajJj9AdsyVlX38DbJkXoK0K8nXR0b45cSAEyhG73ls6aeXlp9KtCf4+bqzGZuM+vutTvJ19Td8A9pWi9TOo3QWFf6KoiiK4oPCTeIv5ylFoRSV/v3ov5cTAnrPKfqTyaQR/bW1tUaIZzIZk+RL6NXnJILJrhSG0irCFYtsNmui4JlMxmNpcRwHAEz+wPwVeby8tH1rz5cHBbH/qDDCodb9a2trUVNTYyxJDQ0NJjlW+t/ZU4DjkqKfuQ7seltVVeUR2axsI20zUrQz+i69/HKSxYpAfisNoW+eUXNOWGQ33Y0V/DJvQCYey2RhuZrAa+HkQAW/0l2o8FcURVEUHzLaL5s3UaxLv7wUaVL0Mwoto9uyTj/LWjY3N5vz1dTUIBaLeUp2SqHKqDEj/Yyk8/gyAi6jxBT9uVyuJEGVE5N0OoP/ezeH/3xQOYM3ErZw6O4RfKlv63iqqqpQW1uL6upqFItFNDc3o7m5Gfl83pTOpDjl5Ib3QeYa0NbiOA4SiYQpucmIPSdFnMxQlFPoyyRWmbzLCYM/LwMo7WwrbTIyYRfoWGj7BT/PzzFz4iH7AciKQX5LD7ctZ+mROQiK0lVU+CuKoiiKwB/t95d8pLgG2spE+uv8cz8Z6aethaIvn8+jvr7eiPN4PG5q3edyOdNkS5ZypE1FRokZ5adglJYkRtzZbZfiUpaQTKfTaEll8fSbOaz8rLLo71cTxFfH24jbRYRCYVRXV6Ourg7xeByZTAaNjY2mGReTcSnMaWXifaSNheI3HA6bKkDSfsMVFGlT4r68Pl4bAM9EgBMr7i8nczIpV67eMOpOwd+R0C5XpUdaeuRKg38yyci+zBnga+nv+aAefqW7UOGvKIqiKAIp4Bnhl7YMCktGqf37ENkZlxFwmXxbX1+PbDZrxCYr+LC5lUz4lInFFPsUi4yAy+o0FLQyGVY2eKIQzmazaGjO4tH5GXzaWLkj15cHO9h/JBAMFBGJRFBXV4e6ujpEIhEkk0k0NjaalQlG7jm2lpYWtLS0mOuQJTi5asAEXjmZYeKtFOUyOVg2A5OvDe00jLhLwS1XaIC2qD/vlRxXR4m7PIcsFyo7+PJ56c3ndXBFQU4qZCdi0plxKEpXUOGvKIqiKF/ACC4AT4QfaCvlSRFG4UnbjYQiHIAR4jJhdMOGDWhubjYiuFevXohGo8hkMqa6j4zaM9IfCoXMJETW8WfDL1nSMxaLGauNvCYeN5vNYkNTFo/My2JDS2XRP3VsArvt3HoPHCeKmpoa9OrVC+FwGE1NTcbaQ/HMLsHZbBZNTU1IpVImWs0JAdDa+4AlPxnF5wSGgp/3TPrvKdaZ6yCj8Zwg8b7I5GdZ+156+WUJUR6jPVuPtH3xPcP3iN/SI3NCuDrBFRge3388bt9RPoGibAwq/BVFURTlCxhx9Ys62mO4AsDIsb/TKtDWfEk+Lr3bzc3NaGhoMMKurq4OVVVVpnoP6/xT9HMMtLSwrj0jyplMBk1NTSgWi6YkZiLR2jGXth8pSDm+9U05PDw3i8ZUedEfClo4bp9q7JTIwLICpjZ/7969AQANDQ1oaWkxfn1G7Wlxoo2J10nrD9A6KYlGo56EVibeSsEv8xH85Ujp4ZflNin05aTAH1mXop5RfqBzth5/xSZG/KXdSzYk4/k4uZCTj3J5AfKa1cev9AQq/BVFURQF8Ig1in3p1aYoBVDR4kNxTdFJcUqSySQaGhqM9z6RSKC2ttZU72H3WJ6XkwUKYwpZCtCWlhY0NjaiUCiYspeJRALV1dWe7q8sJ0qhua4xh7+/kUFLpvy9iEcCmL5fNartNtHPSH+xWERjYyNaWlqMFUU2/WpubkZjY6OZEMjKOK7b2omYYtxxHNNIDGiLxHM/mXwrBb308fO+8zqZZ8AJkozyS5HPngVAW65GJfy2HjkJ5OoDI/wyeZcTGzmOcsfjmDRxV+lpVPgriqIoCmAir7SZyBKTUuBToPlzAVzXNaKfyGi0LHNp2zai0Sh69+6NfD5vKvu0tLQYgU9R6DiOsQ0xog60RtzZHMu2bcRiMcRiMVRVVZnoM21CtA4VCgV8Wp/Bw3NzSGbL34feVSF8c3INwkghEAgiGo2itrYWvXr1MgnJmUzGCFuK/kwmg5aWFnMt9PpHIhGzesEoPwUxVzYY4abgZwRdlvKUibrSBkMBzj4IPAbFPLfnPe1K8m45W48sEVoul4DH5ISIKxXcv1yfB7X1KJsLFf6KoijKDg8FHf9LW40UjMS2bU9ZSP5XVqBhhF5W3WHCbjAYRDweR69evRAMBtHY2Ggq36RSKc+qgm3bphQlbSL5fB4bNmwwUXVG+ROJBKqqqkyk37Iss4LA1Yz1jVk8Mi9fUfT3qwnj5ANqUMy2IBBsFf11dXWora01nn2Kfnr2bds2CbwtLS0oFAqIRqOmsg9LWjLfgPYaHoeRfYp1AOa6gsGgEfwU2LJeP1dVeI2yUZisvQ/AMwagzYJT6f3gt+HISD7zB3hfOVnkmDkZkhOKclF+tfUomxsV/oqiKMoOj4z2U1QCbVFdf7ddv8WHIlDWjmekn5H85uZmWJaFeDyO6upqRKNR44NnPX/ZgCoajZrosOxs29jYiKamJlMpqLq6GtXV1UgkEp6yo5lMxkT6XdfF+sYM/j43h5ZMeU//gF5hnDilFsVcEqFQCLFYzHTjZR6B7KzLaHZjYyNSqZSp3JNIJIztiIKYkxbHcYxtigKex6LY5mQgEAiYEqC8335LDpOamWMg96UNR1qOOlOxp1yUv5ytR/5QwIfD4RJbT6Uov1brUbYEKvwVRVGUHRrZCZZRY4pvPk8oZuW+smOurD9PkZhKpZBMJlEsFhGNtlbFicfjaGlpMcJ2w4YNJqLMCD6PzWgwLUGMuodCIVNHPx6Pezzm9LpTMDc0Z/HwvCya0uXvwZC+Nk7avw65TBKBQKunPxaLoXfv3kin02hubvYk3tIe09jY2NoHoKUFAFBVVWWSimWjLgCIRqMmWk67DRNeZbIuj00bEM8rhXuxWDTNzRjll55+KdrlSkJ71p5yUX6KfmnrkdtxoiGj/JJyFXs0yq9sSVT4K4qiKDs0MjFURmClz5+/+0UlJwsyIk2LTy6X80TdbdtGdXW1EenNzc0mUZaTBta1D4VCJuGV4pdR9VQqhXA4jLq6OkSjUVRXV3saVNE2xFWIZDqHf8zPoCFZ/voH97Fx8gF1yGVaz0fR36tXL2NRkuOj0GakP5lsXSGIx+NG3HPSQaFdV1dnLD+2bRvhz+i/X/Sn02kzfrliwLr9qVQKruuaVQcKb1m6FIAR5XxtKvnoO4rys1qQ3I4Re16PP3pP65d8P2mUX9nSqPBXFEVRdmikf9y2bRPh5XPS9uMX/eW68tIKlM1mTXlOy7JM4m0wGERDQ4OptNPS0uKpeOM4jqfLbSaTMZ18U6kUbNtGbW0tHMcxglp27pWiP5XO4IkFOaxrKn/tA3qFcerBfVDItol+x3FQW1uLQqGApqYmkzBLER8Oh1FfX49UKoVMJoNIJIJoNIpYLAagtXIRRT9tTUBbzoKsrsN691KUM0mXwpvPWZZlOgCzPCaFNxOIOVFgpF9OVjYlys/3gpzM0F7kzxMoZ+3Rij3K1oIKf0VRFGWHRSZnUiRK/E2V+JhszkSvPYU3K9BkMhkjYKPRKKqqqhCJREzUPpvNor6+3oj+WCyGmpoaY3GhXSeXy6GpqQnpdBrhcBiJRAKhUAg1NTVm8sG8AkbK2ZX32bdz+GB9eU9//9oQTjuoD4q51jKf8Xgctm2jrq4OruuipaXF07GY4rW+vt6sYkQiEcRiMbOKwSpDlmWhpqYGNTU1AGDKdzJSLptrSdGfyWSQyWRMpJ0rA67rmkZhfIzCmwnQQNvkTK4QVBLc5Ww4ssMuxydtS4zYl/PyVzpmR6VCFWVzosJfURRF2WGRddcZufULfCI9/9yHFhV20Q0Gg0Z8U8DTBhOPx43nP5vNYsOGDUYg2rZtrDVS8GezWWO1CYVCiEajcBwH8XjckyRbLBZNBD6fzyOTyeCVpVksWVv+untXhfCtQ/oiHCwimckhHo8jFAqhqqoKAExPARl1l5F+imuuYuRyOZOnwE7ENTU1JirPe8oyqMxdoJAOBAKeUqZAW3OtfD5vGoVR0PPcsr8CRTqj++1V7WH0nkjBL61b/LccKxuV+VFrj7ItoMJfURRF2SGRNg9GtGXpToo4OSmQvn5Z6YeClzYXin6gNamVQr2hocEky9KWwu69PCZFN/MDstksLMsyop9R7mw2a+xF2WzW2GZSqRTe/SiPBavKX3fCCeC0g/sgZltobk4hFouZhGKW5mQJTSbM0p5E21IwGEQikUAsFkM6nUZDQ4OZ5PTq1Qt1dXWeBlm8tyxNSrHPiLxMHgZaexdYlmUmM7LcJ3sgADC5B7zXsjRoOcFdzoYDtE32KN5ZJpSrObL6kD96X+6YmsCrbK2o8FcURVF2SGSVFoo7Kd74b1mZhuLcn/wJwBOtZ5TYtm3E43GEw2FTp5/CmvvX1NQYP3kulzPiOpVKIZ1uLcMTjUZh2zYcxzGJw47jAICZJLDqz8cbCvi/d8vbe+yQhVMP6oO6RAgtLS3Gox6NRhGNRj2rBqy6EwqF0NDQgGQyaQR8LBYzuQh+0d+/f3/TXVg2MJOTCfr8g8GgsfDwPlLUJ5NJs70slWnbNgCYMXKCJlcDumLt4WSPdiG+lvKYTOD1H1etPcq2hgp/RVEUZYdEJm6W82ozuk+xK7uzSgFL8UgBnslkEA6Hkc1mEYvFEIlETJOp5uZmI+aDwSCqq6vN80ymDQaD2LBhg4mAs0wkPeVskMXqOdls1uQBNCbz+NfbQLGM7rcs4JtTemOnujBaWlpMd1lOTpLJpKcaD8Uux0xLUSwWM5MEdullwvHOO+9synNWEv3SAsM8AgrnaDRqVi38ol8m0jIqzwkDq/dU8vP7rT1t96Qtsi8nADwvrT3lLEP+Y6q1R9kWUOGvKIqi7HBIHzdFnt/nDbSKO8dxPOUy5WSA22cyGZNQyzr+jKIHAgEkk0k0NTUhmUx6ItuO45jjsnwnI91ciaDwZ6SfSbi0zbDiTzrTKvordeX92t61GDEwinQ6bSLj9PWzAhFFL1cW2I3XX3WICcq8zrq6OvTr18+Mi3YgJvFSqHMVhNdJ0U8rEysd8R7TasSynXKlpTOiv5K1h9DaIyv48DiVEnjlfkSr9ijbCir8FUVRlB0OKdxkRR7C6D4FLMUjhae/e2w+nzeCNRKJmGg/xXpzc7NpcsUk1VgsZsQrJw5cMaD/PxqNGlGbz+fhOI6JirNkaGsTrQxeXAZ8VqFs576j49hrRJWpVEMhXV1djXw+7ynByedoS2IknBMZrgCwElFdXR369OmDSCTiifTTusRr4eqFLFFKEU9rUCaT8TzGEqAy4i5fG05eykXkGb2XNhz/cwA83Xj9or8zE4n2kogVZWtD36mKoijKDoVf9DGSTGRkn8mzMuGTj9He47quScKlQGeVnEKhgGQyaZJXZUUaCm2KYymIi8Ui4vG4SZBlxSCuILBqELv4vrcWWPZJ+esdvlMEh0+oM5Md9iqgsE2n0x6ffDgcNv0FWM+eZTtZ1x9orbpTXV2N3r17w3Eccz2c7PDeADDHYKlTPsf7QduMrHLECYgU1TIZm2Mt56f3e+/9lZqkRcdftYcTjnKi3z+RUD+/sq2hwl9RFEXZofB7+ymkiazRL/3qfosPVwAYqZaNqRzHMTaX5uZm8zyj3rKKDMUo/fL08NMSA7QKV1bz4fmSySRaWlrwaWMRrywvbzHpVRXE9Cm9AbSKVU5yotGoSTjmRIfJwywhypr59Ndz8sJqNTU1NaaRGMVzMBg0eQKyERZFv5wQ8DiyERonAozyU4yzcpHs5FtJ9Ffy83MCJ/38/rwD/+qCfE/4JxLq51e2RfQdqyiKouxQSJEfDodL/N8U36wYI2v227ZttmfkO5lMerr9sioNk31Zg54CGGjrDsu688lkEgBMEi099lxZCAaDpjMuo/GNjY1IZQqYs9hCoYyFPRK2cPIBveGELc/5KG6ZI5DP5421hTXzWSqUIpwJxKzEk0gkUFNTg1gsZq7NL/oZmad3P5fLmdUM6dfnYzKhmBYeinK/6GcTLz+8HsLXhJMOrkpQyHPi508elpQT/ZXKhSrK1o5G/BVFUZQdBmnzoICrFO1nki7/S4sMPeEAjJilIGbDKnr2m5qaTNlJ2SeAkwl28mVSKwDEYjFPmdBAIICqqiqEw2E0NTWZajq5XB4vLrXQmC5/rcfuU4u+NbaZlMjOsxTTuVzOJM8WCgXj36fVhmPghISTgZqaGlPTntF76dvnuSj6mYQs7yfzALitjPLzftJGxckWt/OL7nLee64U8Dm+dv4SrrymckLev3qgSbzKto5OVxVFUZQdBr+PnMIQaCvtSPsHI8yyey0nBZwssEqP7G7LyUU6nTYWHwAmN4CClPYXVtPJZrPGw8+EYgrdSCRi6vrT1//ORy5Wfl5egO47Ko7dhsTNtchEWkb2mSzMVQwp+lmz3rZtJJNJzypEVVWV2Y+in6sbjPRL0U/xzKg++yLIjsmM8FPwM/IuG6HxPpQT/Vw14OvI48sEY6CtNwPvMa+1s6K/Uo8ARdlWUOGvKIqi7DDQngPAJJVKpNCj8M/n80ak8xj0nHN71ppngq7ruiY5luKW56IwZTUfNu2i1YXCknaWWCxmkoQ5mfisMY83VpT/Ez64j41DxlWb5GSZvBqNRk01IIpr2nvYf4DeeU42AoEAYrGYp5wnI+QU/Vyt4GSFOQ4U3v5SqLwXFN+yJCcj6jLST3tPuX4LMuFWVhTic3JbbsMJVSUh77cM8fVVlG0dFf6KoijKDoG0gvhLeMokU/6bUWPadFh5hzaVTCZjhCY969yGDagoeHlMbsdmWMlk0vjXHccxUWUek+KfzbWSySRakmk8vySAQpkmXbFIAF/ftxbBgGVyFLjKITve8vwATJUdRtwZBc9ms7AsC1VVVSgUCqZxF/sKWJaFXC5n+g/QDhWNRj3Vc2R+AUU5Jz+091BY89pTqZTntSoX6eekQlYOkqs2rKIEwLMNz1PJsuOv0V+pXKiibIuo8FcURVF2CDpK6pXPk0KhYKL9tLEA3oiwjAazQy09/qzrT1FMWwsnDtIOxKg3I98Up8lkEqlUygj/BR8Esb6lvN3k2H1qUJsIe/zxslIOKxTxnLLKjexSS/Ebj8eRzWYRiURMpSGuSrD+Pz30TBCm6Of99Pvr5QRD+uwpxFlpiPeWEyL/61IpiZevjfT48/oo+tuL9PtFv5brVLYnVPgriqIo2z3+pF0Z8ebzFKq5XM48T3sJxStFMqPcshMtxSjtO7lcztiJKGAZ9S8UCmhsbDT+c04GODb+znKguVwOTU1N+GgD8J8Py4v+fUbGMXyntsh4Op02qxVs+sXJACcGjJhzfJwQFYtFxGIxcy8Y6Xccxwh4RuV5TX7RTzsUkV1xKahl3XxG+jsS/ZUq90hbEVdY/JH+9qL33JdUKheqKNsyKvwVRVGU7R6/zQeAR/gzOi+7zLLUJu06/K8UiLJ2v4z2M7IOwHS4pcCnxYein6sKjJhTHFuWZbr9ptNpNKdyeH5pedHfrzaMqeOqjZjOZDIA2ur/AzBNv2izoUiXJTJlcyzZNIw1/rlKkEqlzD1lPgDvqYz08zpYCpX3y19Rh55+CnquPviFt1+c83lpaWKkn8jJVHuiX74ftFynsr2i72pFURRlu4aReqAtsVOKPH95TopeaWkBWoU9k1llZSBaZwqFgvHLy4pAsVjM04iKwplCXHr7WWGHop+Ctrm5GfNWhdCSKb2+UAA4bp9q2OGgKdNJqwsr4WQyGaRSKZNfIK+dkXXZVAtoE9+RSATxeNzkOWQyGXONtOwQinLZ/4AlQ6XdRk42eP/k6oBf9Psr9wAoqdzD14TWHm7TXrOvcsdV0a9sz+g7W1EURdmuoQgFYDz0MmosK8AwQk1hKptRATCimtVpKOiZUJpOp822LNkpBScTYmXNe9popB0nm82aijqNjY34uDGE99aWyeYFcMi4auzcy/EIbUbVo9GoR1RL4c3+AhTZMjoPwFhwWGIUgMlLkA3JuK9cNeHKAUuGyu64tEdR9PN+kGg06pmclKvRz8mbXGGg2OeEi7ae9nz68rjamEvZEdB3t6IoirJd4xf+QFuVF4pTRtZZdYc16mXdfjapYsIoBTH9/LS/yCo6jJgz2p/P5009/mw2a56nHYerC01NTQiFQmhubkYqk8f/vVvwXxYAYJedIthnZNzTWIyReybmptNpY4GhCKflhysCAExSLwATJeekRE5GaAGSkxqZJExLFBOaZR8Df6Sf/Q4ILU/EL/plPwV/uU5/9SROfiqJfn/tf07iFGV7Rt/hiqIoynYLI/FAW7RfRo7pc2fpSplgSxHsr98vBS0nA/yRDaIoYpkcTKHLbr6BQADxeByxWMw09wJam4LxvNlsFm+sDJS1+NghC1/bq8ZjcWEU37Ztk2jM6Du9+kxM5ooA7w3HT2HuOI6p+8/VDE6OpHVGRvgZhaf4poin6Jcdgdm8TNqmOAnh9ZRrzCXLdUovP48pewKo6FcUL/ouVxRFUbZbKEIBGFEvhT+jyTLaLxN6AXhKYLI2vIz2s+oOxSgAU8+epTwBmCZcmUzGNAVLJBKeLrWM0AcCgdYqPvUW3vnQW3aUHDa+GjXxoBGsHButN0w2BmDGQptOKBRCPB43ycC5XM6MiTYcNg6jrz+TyXjsMxTa0mrDyREtRbyfjPRL0V+uVj+RFYd4bEb6ZSKvtGbxXJy4dUb089wq+pUdBX2nK4qiKNsljOZTIFIQU/TJaD8Aj2DkNpwAyC69bKoVDAZN9J52H54nGo2ahFlG+7PZrJkkBAIB1NTUeCwvjKqHw+HWSH0ReG5xaW8BABjWz8b4LzkmEVheJ6P9chISDofNNXB8bLTFben1Z76BrPOfSqU8fnlpXeI107LDMdBnT9HOUqC8n/6ynbIKUjnRz3vkf477UMB31tMPaCKvsuOh73ZFURRlu0RWlvGLfqDNosKutazbT9uKrAZEbz8A0+QqlUoZzzuj9ECrT72qqgqRSASpVMoksLa0tJgodyQSQXV1tafRFs9BUTxvZRGNqdLrCocsHLVXNQCY/SloGRWnlYh2Ho6BuQexWMzsk8lkjJinzce2bWMTSiaTnhKcPCcnTH7RzxUMimpONKTo56RE5h0AnRP9suoQJyCdifT7m3Op6Fd2RPQdryiKomyXtGfzkY2mZC17ilPu77quseDIhN1CoWCi/fTGs7xlVVUVYrEY0um0J4GVVqFwOIza2lojWmn9kedtTAcwf0W+7HUdvHscdYmQqZTDVQnaaJivIAUxRXokEkEsFjP7sYMvxT4tQZx80IMvo+kAPKsb/twGin3+W0bzubogVydkwnVnRD8nclyR4Oumol9ROkbf9YqiKMp2B0U7xTh94BSoMtpPsUhvPycI3IZR+2AwaEQzLTtSUDKBtqqqCgCMIGaEO5lMmo64VVVVxlvP5ynQA4EAnnkrhWKZ6p0De4Ww5/Cop1GVbJRFKw+vm5MUrgbEYjFEIhGPZYaiXpbRZD8C+v5lKU6uglCUy6ZnFOS859Fo1NxfXiu3pwUJ6Lro58SlM6JfJnhz3Cr6lR0VfecriqIo2x2MglMg+7u5MqGXIpaCVXrGGRGniKZPPZlMmnKcMqFXRvubm5s9jb2SyaSpaR+Px40PnyVAua1lWXhnTR4fbShV/ZYFHDmxusRuIzvxMgpuWRZisZhn8iNXKzhpYQUc+vtDoZCp3iMbb8l+BQA8iba8XxwXBbgU/bzXHFsoFDL5DZ0R/TxHuUi/PGe59wFfY4670raKsiOgwl9RFEXZrqDYZWTZb/OR3V5lN1kKS9lEi2KcpTeLxSJaWlqMRUieJxqNolevXuY5JvzmcjljmYnH44jHW+vuczLAMeXzeeSKQTy/OF32uvYZEUP/ujaLCic38vr4Q0+9rJrD0p28Lopox3Fg2zZCoZCJyrPKESdDwWDQ0yOA4+X9lhYfy7IQiUTM6oF/kuUX/dLmVEn0A202Ik5YOC7Z7Esix8jzquhXdnRU+CuKoijbFVLgU+j5vfsU/wCMuJU/si4/PfCBQACpVMrj+WdN/GAwiNraWo/nnQmvjOrTX89a+oxy0+ITDAbxwjtJpMsU8qmOBbD/lxOex5jAK1czuKrApmEU97Qo5fN5s0pAAc5rYy6CrLYDwCQ8y5UG2dGY989fqx9o6y3A7WVloErNuSqJfq4ydFb0y/3bWxVQlB0JFf6KoijKdoXffiLtOxSrjMrLhFVGsmnxkVVw6G9PJpNGUDKKT1tNXV2dyRtgvXz+GwASiYRn1aBQKCAUCiGTae3O9Ul9Hv9ZU75D75ETaxAKtNWt52oFJzQUuuy2K69HRt85UaHYZ/ddHlNeM+DNe+BKg+zQy8d5PFmPnxYeinsKdY7FL/p5rkqin6sQXIGpJPplNSbeh0rbKsqOhgp/RVEUZbtBJvVSGEubDxNdaZNh5Fl6/NPptJkYMDodDAaRy+XQ1NRkIueMskciEdTV1QFoa8IlG18BMP76UCiEpqYmT7Iqt/2/CjX7Rw6I4Ev92sppSt8+JzNM6qWQt23bjD8SiZixFAoFE/nmtgCM6GdJUwDG/sRIP+8ft5cJvdI2JCv48F5TqFO4+zvnhsNhszJA0S4FvhT9smSoH3++QHsTBEXZEVHhryiKomw3yHKdjFBLrzuTVvk7BSu79tLuQvFIy0wgEEBDQ4MR6vyht7+mpsaTF8BSmDxOIpFALBZDLpczkwF66l3XxXsf5fBxfWmH3lAQOGSPmBkfr4HWHNmALBwOm8kFYfSd2zH6HYlETEUdrhawn4F/pYSPcbIkcwt4XtnNmGOUHnvZ+KucvcffkZfPcRVAin5afcpRLl9AUZQ2VPgriqIo2w3S3y+Fv4ysU7hSPMpoPxNu6SUHYKLRLS0tCAQCpu5+oVCAbduoqakxpTmTySSANuEry2gCQHNzs5kwcJzpbB6vLCsV/QCwz8gYauNtNfG5osEfWRozGo0aEZ7L5cwKAaP9FM1MZqZdh9F+Ru75w4kPzymFv7QR+evxy4kRr5+rBv56+mycJuv7A15PvyzH2p7oL7eKUGlbRdlRUeGvKIqibBdIUQzA44EH2mw+UpBLESwr2tDCwueamppKxG8gEEAikUAikTBVeig+6fF3XdfUzmcJUKB1MkHBO+/9PJrTpeU7q6IB7DMi6rEjMdovJw+M9MfjcY8HnnYfnofXS5Eu7U9+gQ20dijmBIr3hOcHYI7jr8fPqLs8JwW+v4kWtytXzpOTM7ny0F6k37+KoKJfUUpR4a8oiqJsF0ibD6PPMkrOaLMUlBT4FOsUkLJSDe0/FNAUsLZto6qqCo7jIJ1Om0ZfrOrDVYNEIoFsNotUKmXOzaTeDc05LFxdPtp/6PhqOHbQbE9fPa9Bdhxm1R5G+1mJR1p85A8tOIz4U6DzhxYhToj8Fh+OKRQKeToeMymXOQeymo6/tCa394t+Tgj4+gHtd9rVBl2K0nn0k6EoiqJs81CY8t8UfhT+FP0y+VeWu2StfZn0S395Op02vnz64VnJR/r2GelOpVImCTcWiyEcDpuEX6A1Us6VhdeWFVAoo/sH9wlj1M5t0XvXdT2dgAlLhFKEU3DLaj9Aq3DmNhTVUqhL0S9tO9KaIy0+jPKzmg+3la+DXH2QVXpkB2DuwwlROdHfnpAvV6tfRb+iVEY/HYqiKMo2DwWuH4pIGbWWlWhouWHZSWnzYdQ8mUwaMSsTc6uqqhAOh82kQT7PyYPjOEilUqZ2Pn/y+Tw+qc9jydry4542scYI63A4bFYT0um0SVZmZJ7Cn+flBABoi7z7o/IU41JkU3jbtm0mDbLBGCcN4XDY/Ehfv8wFkCVS/aU1aR2SnnxaroC2aj7cvlL9/XJlO7VWv6K0jwp/RVEUZZtH2nzo7WakXCb1chtWmaGIzmQynrKYjEoz4i/r1jPaH4/HTd1+rgI0NTUhGAyiUCggGo2WNKmi1z2bzeLlpeVr9o/fJYadatsSc+WkBICZmMTjcUSjUXMt0grEeyIr21Bwc3z84aTAcRwzZgCeVQ7+lysCXEHg4xwbbUMU71xB4fk5Tn8irpy4yNdPy3YqSvfS48I/n89jyZIleOmll/Dyyy9jyZIlnhl6dzFnzhx87WtfQ9++fRGNRjF69GjMnDkTLS0tG3W89evX42c/+xnGjx+PRCIB27YxcOBAnHDCCZgzZ043j15RFEXZWKSlBWiziFDU53I5T0Ra5gDIxlWMyjNyzGg/VwEoNC3LQlVVlUmc5cSgubnZHJPRfgpcKWhzuRxWf+5izfrSaH84aOGg3avMpCQQCKC5udkzKaFI54/s3AvAkwNAgc5VBt4fOSbLshCJRIyvH4BZwZA2HAAm0s9jyqi7v9GXTLSW9fhlrgUnYbwG+dq1J+S1bKeibBw9IvwbGxtx/fXX49BDD0VtbS3GjBmDAw44APvvvz/GjBmD2tpaTJ06Fddffz0aGxs3+Xx/+tOfMHXqVDz++ONwHAdjxozBypUrceWVV2LvvffG+vXru3S8pUuXYo899sBVV12Ft956C/3798fuu++O5uZmPPTQQzjkkENw5ZVXbvK4FUVRlE2nks2H0W8KUwpLRp4peuntZx17lqfM5XLGr88uva7respmSu9+KpUyEX3HcTwVgAAY4VsoFvHiu5myY95vTBWqY212FbkSIX3wjuOYWvzSwsQoPxt8Sa8+JzxM6OVEwrZtxGIxI7qZS8Dz0dcfDodNF2C/r58TDSnA/cKcr4VcuZBJu1L0t1eKk5O4zmyrKIqXbhX+9fX1uPjiizFgwACcf/75WLt2LU488UTMmjULf/7zn3Hddddh1qxZOPHEE/HJJ5/g/PPPx84774yLL74Y9fX1G3XOefPmYcaMGQCAG2+8EatXr8b8+fPx/vvvY88998TixYtx9tlnd+mY3/ve9/DRRx9hxIgRePPNN7F8+XLMnz8fn332GWbOnAkA+PnPf45FixZt1JgVRVGU7qM9f7+swiP95ABKRDAAU6WGSbp+kQkA0WjU/M6KOSz3yQlFJBIxol0K7kAggP+szuLz5tLynXEngH1Hx00knSVCZWSc4tu2bcTjcY/Ql/eBXnqeVyYzy+Zj4XAY8XjcbC+TlGWvAZn0S3Ev74309cvVB56DKy9cNeE9KefJb68UZ7lkXhX9itJ5unVtbJdddkFtbS1mzpyJU045BYMHD253+w8++AB//etfcdNNN+HWW2/F559/3uVzzpo1C8ViEaeffjrOOecc8/iAAQNwzz33YPTo0XjooYfw5ptvYuzYsR0er6mpyVh5fv/73+PLX/6yec62bfzyl7/Eo48+ioULF+LJJ5/EuHHjujxmRVEUpXvw23z8/n4pNGVEmZF/insZ7Y9EIqYDr4ymu65rOuOyzCcnFalUyuPtp22IgpxJri4CeGVJuuy1HDK2FuFgm8+dScUcuxT+1dXVZiIhcxh4bYzKU+TLBmDZbNZU5mGCcjAYNH0G5ESD1XhkVSDAK8Bl7gMnIoQrIJxccVIgjyVpryqPP5lXK/goStfp1k/M1VdfjaVLl+InP/lJh6IfAAYPHoyf/OQnWLJkCa6++uoun6+5uRlPPfUUAHhEPxkxYgQOOeQQAMD999/fqWPyix5onciUg4/L8mSKoijK5qec6Oe/pTCnKJaiH4Cx+TBizeh0S0uLEdT0+AOt5TO5fyaTQTAYxIYNGzy2GFp6KLw5SQiFQpj/fhLNZXR/35owxg5r9di7rmvq/svmVTLSL3MUGKXnZIcNv4C2v1OMvPN6A4EAqqurEYlEzKRE2pk4ieG5mdDLc0j7FNCWNyBfBwp7f61+uWog4YpEOcol82oFH0XpOt0q/M8888yN+iAGg0F8+9vf7vJ+CxYsQCaTQSQSwaRJk8pus//++wMAXn311U4ds0+fPmbS8tJLL5U8n06nMXfuXADAPvvs0+UxK4qiKN1He/5+6VVn1JyRbgAm6ZcCXop2WoAokml3oQim0GeUnEKWNfoZ/ZZ2o0yuiNeXZcuO97AJdbDgmv3Y7IsTB8dxEAwGTflO+vMZvacgZ7Iv8w840eG2FOzRaBTxeNxMdKSliPtwpaJc6U7ZC4ATDY4D8JbtlHkAvIeyIy9fr/YSdOU5NZlXUTaeHv3kPPvssybi3hMsWbIEADBkyBBT/9fP8OHDAQDvvfdep4/729/+FqeccgouvvhiBAIBHH300aiursbixYsxc+ZMrF69GieccAIOP/zwDo9144034qabburUeRcvXtzpMSqKouzoSJuP3+fNSL2shiOTe1kth/XkGfkG4PG5U/hTyNLSwmg4K+4w2i+j/IzYs5Puq0uSSJXR/QN7R7DrTiFPaVEZwWeTLNu2kUgkPDX12czLL/CB1sRbadFpaGhAoVCA4zioqakxfzdpd5K+f9b6577S1y/LosrKPrJsKG1CsqoRa/XztfJ3620vmZfn1GReRdk0elT4H3rooTj66KPxu9/9DiNHjuz247NaT69evSpuw+c2bNjQ6eOedNJJqKqqwhVXXFFiIerTpw+uu+46fP/73+/UsT7++GPMnz+/0+dWFEVROoff5iMnAfSqywoyjIjzcdmVljYWE50XjbgY/aa/n+KejblY9SYajZpa+rJ2f6FQQDpbxBvLy0f7D51Qa0R6JpMxKxWWZZkKQrZtIxqNmqZishoRzx+Px835c7mcSTQOhUJG3AeDQdTU1CAajSIYDCKZTHosNLJzLvsD2LZt7h/vl7zvnCTI/AJOqGSkXtb3l6+dJvMqyuajR4X/rbfeipkzZ2KPPfbAueeei1/84hfo3bt3tx2fdYa5bFsO1iVOpVJdOvby5cuxfv16WJaFwYMHo66uDsuXL8e6detw0003YeLEidh33307PM7OO++MiRMnduqcixcv7vI4FUVRdlTa8/dT+FPsyqi8tN9Imw4FKv+2yGZUgLczbDab9dT4lzXwQ6EQkskkLMtCKpWCbdt4bVkamTJpYUP7RTCkd8Ccj9Ydno8WG5bc5GoCLUpcFYhEIp5mZbJqDhOVgVaLTyKRMOKcvn4elxYhTnBYyQfw1s7n/aQol5OMcsm8XLXw9xzoSjIvV1QURdl4evQTdOaZZ2LJkiW45JJLcNttt2HXXXfF73//+25LinUcBwDMsmY55JddZznvvPNwwQUXIJFIYNGiRVi1ahUWLlyI9evX49e//jXefPNNHHLIIZ2K5J977rmYN29ep37GjBnT6TEqiqLsyHRk85GVbugvl0Ei+t1l51p/3X/ZAZcCmImw2WzWeOhlrXs+zxyDQqGAvBvE/BUVov3j68x1MIJPrzztR+Fw2HToZeSdOQA8dywWMxF2TnYosrmCYNs2ampqYNu2SWCW1YBYa5+WISY781748ylkUjQAYz+Sol826JKNvYCOE3TlxEE78ypK99DjU+dYLIYrrrgCS5YswTHHHIOf/OQnGDVqVKer7LRHXV0dALTboIvPcduOePPNN3H99dcjFArhwQcfxB577GGeC4fDuOSSS3DGGWcgnU7jsssu24TRK4qiKBuLjBr7o8i0rkgbDiPnMiqezWY94pP2GYp2v32FEwQKfxmZ579ZwYfRdMdx8NqSNLJlGtYP39nBwF4Bs0Ih/fC2bZtKOo7jIB6PeyoEcewAEI/HPVF92pN4XGnxSSQS5jp5n4rFolmxoFAH4LH4yMg7t5OdhDkp8dfqZ36A7AnAe91RMm9nt1UUpfNstjWzAQMG4M4778Qbb7yBIUOG4KSTTsLkyZPx2muvbfQxmTewevXqiqsIy5cv92zbES+++CJc18WIESNMYrCfr371qwCA119/vatDVhRFUboBGX2WnnFGnGUZTiaVMpLOyHgulyt5nH9L6LGnZUYKY4pmRsc5BnnsZDLZ6q3PWVi4qny0/5Cx1UaYcyJBb75M6KXvnjaa5uZms9Jg2zZCoZBH9NObn06nzX2JxWJIJBIIBoPI5XLGzsTcAuY3UMgzKRjwlq6WEwGuNsiVEDmZkKLf7+tvL0FXff2K0nNsdrPcqFGj8Mtf/hL7778/XnnlFey33344+eSTsXr16i4fa+LEibBtG5lMpqIIf+GFFwCgU358oLWBF1C6dCzx+0AVRVGUzUt7Nh8KaCncZW16Cm0ZGQ+FQkin00YwcxWANhVaZxiZpzDlc9JPTzHvOA7mvZ9F3psPCwAYNcjBznWtwpqCmWKZibcU/bSqsuGYLLkZi8XMOZl0LEuSuq6LcDjssfikUikjruWkiMcE2vLjpN2G95qP+UugcvIiS59KGxRpT8hrky5F6Vl69NOUyWTw6quv4rrrrsO3v/1tfPnLX0ZtbS0OPvhgPP/88+jXrx+OPPJI/Pvf/8aYMWNw7bXXdun4iUQC06ZNA4CyJTOXLl2KZ599FgAwffr0Th2TKwNLlizB+++/X3YbNg0bNWpUl8arKIqibDq0wwBtEWigLdrPaD7FJb39FO4ysg7AUw8fgBHh0mtPGEXn8Sm0ZSSdybHZYhBvri6/Gn3w7tVIpVIIBAImwZY5ArT5yKZZ8vicrLC2fzKZNHYnrg7w2JZloaqqytT3l915afHhPWSEn03K6P8nXNGQwp55AZzscALBiD4nW7J5V1d8/dqkS1G6lx4V/lVVVZg8eTJ++MMf4r777kNNTQ3+67/+C3/961+xYsUKrF27Fo899hhWrFiB73//+7joooswa9asLp1j5syZsCwLd999N2666SbzhfHxxx/j5JNPRrFYxHHHHYdx48Z59psyZQqGDRtWMtmYNm0a+vfvj3w+j+nTp+Ptt982z+VyOfzud7/DHXfcAQA444wzun5TFEVRlE2iks2HApPiH2irNiP9/YzY8zFG+/lfCmaZ4MrjsvKOtPkwYs76+4VCAdFoFAtW5MpG+3cb7KA2VjSeeI6b5Tsp/pm0y+co5nnOSCSC5uZmU06TEweuRgeDQVPFh1YeWbGIdiLeR/6XDcr8FXXkfZW1/ZkoLUuCStEuJ2ntCXn19StKz9Ojn6rq6mrMmDED06ZNw/jx4ys22YrH4/j973+PYrGIG264ATNnzuz0Ofbee29cc801+NGPfoRzzz0XV155Jfr06YN33nkHmUwGo0aNws0331yy35o1a7Bq1SrU19d7Ho/FYvjrX/+KY489FgsWLMAee+yBIUOGmHKetAJ9/etfx3nnndf5m6EoiqJ0C37hL6vvFAoFE0GnaKeopc1HNsdioynabFipJ5vNoqqqylMKlD565gYUCgXEYjFjwaHwD4VCsEIO5r9fvvDE/l+uQjabgeM4qK+v93jiI5GI8ddTmMsKQQBM+VBG9llNh4m/mUwGsVgMwWDQXINlWaaKj7T48HiECb3+yDsnTEBbmVHeJ04QOAbaomS5z44ab6mvX1E2Dz0a8V+/fj122WUX7L333hVFv2TSpEn4+OOPu3yeGTNm4F//+heOPPJItLS04J133sHQoUNx6aWXYu7cuejTp0+XjnfIIYfgP//5D2bMmIHddtsNn332Gf7zn/8gGo3iiCOOwD333IMHH3xQlyAVRVE2M6wWA7RFqWWlHop4fj9LfziFv2w4RZsPE2RlOU1G3WkRoh2I56dVJp1Om0o+QGsAaf77GWTzLvyMHGAjEc6a80qbUlVVlUfwR6NRc71ciQBgLD4U8vK+8Fq4WuA4jpk4MPGW+Qf09MsGW1y9kJMMCnz+zvvSXjIvLT6Ek49Kr6nW61eUzcMWXUd77LHHcOONN+LRRx8F0GqzuffeezfqWFOnTsXUqVM7vf3KlSvbfX7o0KH4wx/+sFFjURRFUXqGSjYfCnLWrGeknzYd2mpoxaEQpZc/EomgoaHBTAAorunjp/Blmc98Pm96yVBUs0JOyI7itSXryo7/KyMd0wWY5aZ5/mg0aiwuFO8U/bK+PsU57Uly5YIrFbZtIx6PG/8+LT7ZbNZ4+Dn5AdoEPYASEZ7JZDw2Hq52lEvmBWB8/xvr61eLj6L0HN3+6Zo9ezbmzZuHSZMmAWi/Ok5DQwOeeOIJ83tdXR2++c1vdveQFEVRlO2EcjYf6d2XFXloW5GiXyb9UsDzOExMLRaLnqaP7PIrS4TS1sKJBpOFY7EY5i1PIZMrjfZ/qV8IddECwuGISRJmZLu6utqsMrBaDyczPLbrumaykUwmzXFpqaFvPxKJwHEcT25COYsPffsAjEVHCnbeF1nBKBKJmB4I0pNPGw9Ljkqvvvr6FWXrodvX0urr6/HnP/8Zp556KizLwplnnok999wTZ511Fv73f/8XL7/8MlpaWgAAb731VqcbaymKoig7Nv5uvRTpFI+yxDIj44TCn029uArAKD2FdDabNRV1KMxlUy/uI2vXezoAB228+l5L2fHvPbyt0g0r8eTz+ZJov8xLSKVSnokGxbm8DgrtQqGAeDwO27bhOI6x0HBywgkN/fa8l4yycwJFZF4DADPpkJ15AZjJilwhIR2V7uzstoqidA/dPrU+//zzcfbZZ2P+/PmYPHky9ttvP+Tzedx///247bbbzJd1bW0tNmzY0Okym4qiKMqOjT/a7xe9FOiu6xqBKxtZ0dsv6/dze1kHPx6PmzwBVrKRtqBisYhYLOZJeKUnf9GqDFLZ0mj/oN4B9E0UYdtRT1WgQCCAXr16AWiLmtPbzwkFxxqJRFAoFDzNujg5oYWHkX5afzg+WcVHCnROAmT0H2hbDZAWHyY/MzfBn8zrP0ZHNfjl5EF9/YqyeeiRNbVIJIJ9990X06ZNw/nnn4+jjjoKQGsX3QULFmDRokVYuXIlhg0bhosuuqgnhqAoiqJsZ7Qn/OlDpx2GUXNaXGSUPJfLIRaLmQo8nDBwYkABLqP8FMG0ywAw0epCodAqqoNhvPJuY9mx7zWsrdlVS0uLmWRUVVV5bDIspQm05RMAMBYbadkB4Imws2wnJwi8btqTpPCX5U7LWXxklZ1AIADHccxER044OIlgE6/O1uD3W3y0WIaibB561Ez35JNPen4fPnw4hg8frlF+RVEUpcvIevDSl09vP5+X0X52qZWNp2QXX0bype2HlhMZMZded0ayaaFxXRe2bePNlSk0p4sl4965LoD+1a2rBOl02kwwQqEQamtrTXIuRbiM9ks/Pm1FMheB98FxHEQiEdOQS27LvgKM7tNiQ8Euy27y/jKqL0uHyqpHnEhU8vW359XX0p2KsuXo1nW16dOn46qrrjJfvoqiKIrSHcgymjLi7k80ZdUZVpaRKwIsocnouexEy0g2Ra58jtFwRtqlOKclKBJx8NrSZNmxTxwCI465ukBLkRT8nFDIhF7AWyWHglmKfyYVs/EXcxl4j1gliAJbNuGSfRB4b2WjLmkD8jfpqjRx6MjX799WLT6Ksvno1k/bK6+8gpkzZ5oISSKRwOTJk3Heeefh5ptvxhtvvOFJvlIURVGUzuC3+QAwlWxYVpL+eEabGTWnRYWil42uKKh5fOlX5z6MTrOxF88hBXgsFsN7H6axobk02t+3ysLONa3lOymegVbBW1VVZVYfeG5OQlhy1N98rFw5Uzb9Kmfx4fMyMu8/tgzWyYRbJhrLcqblfP1dqcHvtxSpxUdRNi/davX58MMP8dlnn5lawCeeeCIWLVqE2267zfgkA4EARo4cifHjx5ufww47rDuHoSiKomxnSMHLhFwKcgrdSCQC27Y93Xgp3LliIP37/ig6/erhcBhNTU0eEU3bi+M4HqsKrTCvvle+bv+4IRZsO2ysMhx7IpFAJBIBUFq73nT//SJqLisQ8XdalcLhMGzbNmKcybeAyD34okyotPjICY5ENjDjmJg/IR+Xvv6uWHxkYzAt3akom59u/9T17dvX/PvWW28F0PpFsnjxYixcuND8/POf/8Q999xTUvpLURRFUST+br3Sw04fPpNaGfWWnnMKbja3omVHrgLw2IxgZ7NZUz2Hx2GZTz7OycaadTl8uD7vHzaqHAvDereJdFplbNtGdXU1isWiEe08nqyWw4o+TM6VzbI4eWFUPhqNelY/ODngREjmRHCCU86Wy3PRgiSbdPEeAChb/rM9IV+uO6/6+hVl87NZptvBYBC77747dt99d5x22mnm8TVr1mDRokWbYwiKoijKNko5m082mzVCl2KaPyzfyQgzo/ZcdZbHA2AENgAj7LliIO1BFOgU8FwBeHFefdlxjxtiIRwOeurhW5Zl/PgU5MwZYMIwRTXHxjHIaD0nB6FQyNTXl1V3mK/AKkVSvJcT/ozo+/sFyJKe0jLE5GfSldKdavFRlC1Hjwr/m2++GStWrMBVV11V9vlBgwZh0KBBPTkERVEUZRunnM2H4pz19ymAKUYpYmkFyuVypj6+tLhQEFPMBgIBtLS0eAQvxbMse8mk2fXNRSz7OFsyZidsYUT/1v0pemmvSSQSAGCi6ozmMyLOBF2g1ObDCQNXOdiplysf0p/vLw/KMfsFP++r9P4zaZr3iOVR5apIZ4V8Vyr+KIrSs/RoKv3NN9+MpUuXeh774Q9/iFgshhEjRuChhx7qydMriqIo2wH+Mp60+TDaHwwG4TiOiYTLH5agpGilVYZiNp1OGyEbi8U8dhkAprMuz+3vZPvKu81lx7zH4CBCAW+3YTYWoz2H0Xt/PwDZKIyCXFptZOfgWCxmbDRylSISiXiqBMkVD7/w91f64XVLX7+s4iO9+nKfSq+dlu5UlK2HHhX+y5cvx1e+8hXz+6uvvorrrrsOe+yxB3r16oUTTzwR8+bN68khKIqiKNsw5cp4shY+S14yuk1BL5N2KfyBtmi5jPr7k02bm5s9Yp1CVSYDc4WgJePiP6tLK9WFAsDonQpmPDx2IBBAPB43EXJZVYfb0ZbDa2aVH/9YKMZZoYj3Q3bi5SQCaIv2y9UTin5ODFjjn/eQ2zIJWU4KzLV2IOT9KwNaulNRtiw9+gnMZDKmFTkA/O1vf0OfPn3w3HPP4eWXX8akSZPwq1/9qieHoCiKomzD+G0+FLhsnhUKhUx0W25L6wyTVaXg5AoART997Tw2o+1srEXhTgHOnIK5S5MolFbwxJcH23DC3qTkYrGIRCJhRLnsmMvnHcfxiGo5AWFZTkbumSvApGXaclgalP0IuC8TgmUTMxntl75/inVep5y4dKUcp787r1p8FGXL06PCf+jQoVi+fLn5/ZFHHsFxxx2HaDSKYDCIb37zmxrxVxRFUSpSTvizvCTQVjeeYpjRa9d1kUwmPRVumJzL7dlXhtYZ1tmX4pr5AzyOKaXpWpj/fqrsmHfbueCxyfCHdiRZWlPamPgjewRwVYLVebhawTKejPZzMsPH2ROAx+EkgxMgOQHgfeRkSa5qyHr9XSnHWa7ij1p8FGXL06PC/5hjjsFtt92Gt956C7fccgtWrlyJr33ta+b5aDSKTz/9tCeHoCiKomyj+Mt4MlmXAp1eeWkhkdF6WX9eRsD92/H4smEXAI+FyN8L4M2VaaRzpeUwRw20kYi0VRSiOI5Go0a8S5sPo/DsJixXAKQoZ7lOiud4PG6qBTERmZMK27Y9x/GLfU5s+BhzI3gcaTuiwO9qOU5p8emoqZeiKJuPHl13+/GPf4wHHngA48ePBwDsuuuu+OpXv2qeX758OXr37t2TQ1AURVG2UcpF+7PZrBGujCLLyjiMNNPbTxErS2ZyQiGFNoUto/+0+UjRL8X63GXlo/3jBrcl47J5lr+0pkzmlddB8S1LjhYKBTiO47HksFoPE5xlQi/9+BTdnBAwH0KuWtDqQ7uQtAZFo1HP2LpSxcdv8dHSnYqy9dCjwr9Xr15YuHAh7rvvPtTX1+Pkk0/2LA0+8sgjGDt2bE8OQVEURdlG8Xv2Gd0mspkU0CbepY2nWCya6DgFNVcDaJOJxWJGhMuJAu0tUkRbloX3P8lhfXNp48lBvcOodXLIZr2JwaFQyFTzYQUhoM3eQ2EsJwQcO607MtofjUYRCARMkrPsYyAtPhwvr4GTGCnEZZUkjo2TFFnaUy0+irJ90OOZNvF4HN/5zndKHv/8888xadIkHHbYYT09BEVRFGUbRFpzGMUHYKLpMhrOLrOM5HNlQApZ2QWX9f25WhAMBtHS0mIi9LJzLScbPMbc5eVLeE74ko18vsn445lLwLw2JufyGgCYZF+gtSkZRTKvncKZ/nz2K8jn80ilUkbcR6PRkmg/x5zNZo2o52QDaOuJwF4ItCbJCYtafBRl+2KLpdj37t0bd91115Y6vaIoirIVIyPt7CAr7SNSqALwWHcYyc/n8yYSLrehGJZWF0a9AXgsOdyG5/28uYgVn5Q27KqKBjCwJodkS95TBYdJxRyzbIolJwdyJYPno6VHJhtzEpNMJo3IjkQixlYkG3/x3hFOaHgOin65Pe8VE6G7UsXH36hLLT6KsvXRo8L/k08+wY9+9CO8/vrriEajGD16NCZMmGB++vfv35OnVxRFUbZRpN9cVpuRPn1Gp+lhl1Vw6MunV53imhYZRtApUFOplBHDFMeyJwCj35W8/XvtGkM+12yOx3GFw2E4jgPHcTx2IqAtek4BLv33HBvHy9WGaDRqbE9Aq8B2HMdTs1/Cc8pJEiv8cIJEexAblTHi31WLT1dWBhRF2TL0qPD/7ne/iyeeeAJTpkxBJBLBSy+9hAceeMB8GfTv3x8TJkzA448/3pPDUBRFUbYxZHIrI/6svEMhyxrzwWAQ6XTa+PMp7F3XheM4AGD24QSA/2aEW3a2lRVvABifeypbxNsfZErGGgoCI/sVkWrJGmsLo/z04weDQWQyGXMsTgxowWHiLs/HY8iVANqCksmkSaB1HMdMbmR0Xybk8rr4I7say/HIVYquCvmurAwoirLl6FHh//zzz+MHP/gBrrvuOvPYp59+igULFmDBggWYP38+Fi5c2JNDUBRFUbZBZKRfNtMCYKL+0t4iK+I0NTWZMpWO45ht2J02m80iFAoZzzv3l7Xu/RWFisUi3lqVQ740pxdjh0aBYlsEnnYcNheT3Xj99f2LxSJSqZQR+5wQSEuSzBVgJR+Ol0nD/vFywiRXMThJkg3QKOhloy6g6xafzq4MKIqyZenRT2cikcC4ceM8j/Xr1w/Tpk3DtGnTevLUiqIoyjYKRSwr1shKNNLvTh86JwcATDJuIBAwHX2ZGCy73FLk27ZtrDTS0gO0VcUBgFy+gAUrS6P9ALDH4AAymUxJxF5aZ2QCLScsgUDA9BqgAGeHYFby4QTAtm2Ew2GzssHVDK5oSG8974k/Qdhv8eE1+0t3qsVHUbZfejTd/qijjtLOvIqiKEqXkEm6/J22F4pZ2l5ktJ+VeYDWCUIsFkOxWEQul0Mul0MoFEI6nTbHkp1rKcq5miA7/ubzebz/aRFNqVIP/Zf6hxELZU1kXXbOldF4f7SfqwCs5MMkXQCeevuM9rOSjyy9ydUEafGRKyDcX+YMFAoFU+qU91FuA0AtPoqyHdOjwv+KK67AU089hRdeeKEnT6MoiqJsR1CscwJAUZrP541Yt23bROQpdIvFIlpaWsyKAIU/vew8NicV0WjUiHsKVtahp1DmasKCFaWVfABgwrCwGSuTegF4auFzlYLj5/lYUYdJwNLiI+vhh8NhhMNhY1eSzbr83Y15ff4EYq58pNNpTzUjmScBbLzFB4BafBRlG6BHhf+YMWMAAIceeijOO+88PPvss2huLl//WFEURVEYvaf/nlF0Pg7ARNPpY6cYTiaTRvBGo1EAMIm8tNswyk5bDxOCOTmQkXGK9c+bgQ/X50vG2isRxMBa17MKEQ6HjbdfJgnLCDyj9HIFIxKJmLFwEkOBzpKenBCFQiFzLim8ZXUjrpLIZF02LeM5eY9k52AZ7e9IyGujLkXZ9uhR4X/88cejrq4OlmXh+uuvx2GHHYba2lqMHDkSJ510En7zm9/gn//8Z08OQVEURdmGkMKcQpleeOmdpzCWtfalzScejxvRL0U+H6MoptD3d5yl6LcsC2+uLhX9ADBuaMhE4WVVHIp/Cm4AphoR8xIY7Q8EAsanz+vwR/vl2Jm74I/2c2WBEwRp35EJvTwPJyabYvHRmv2Ksu3Ro+tyd9xxB4DWL5N33nkHCxcuxKJFi7Bw4UI888wz+Nvf/lZSgkxRFEXZcWHHXVKue6wU/vxvJpMxEXSKcFp6WFqToh+AEdtAWyIsRbf0+2fywDtrSpN67RCwaz/XrAxwVYIRek4oZOQ+GAzCtm0zWeD1yTwAOaGRop+PMdrP6yNs6kX7DcuIcn92+WXXY94TWcVHCvmOEnrV4qMo2yab5dMaCoUwduxYjB071vP4mjVrsGjRos0xBEVRFGUrx3VdT+Kp9NlLO42MUFNcp1IpI5AjkYjHBhSNRpHL5ZBKpUxiLL3tFPnMJZBivVgs4t0PC2VLeI7aOYhIOIBkMu9p1kVRLoU/RTKbbMmoPO020uJDy48cI1c8WKlIIqP9vA6OybIsc90U9pz0cPWhq0Jevh5yxUBRlK2fLTpNHzRoEAYNGrQlh6AoiqJsJchoPyPkUigzEk3RKX34LNeZz+dRXV1tRC4j25lMxhybybX8Xa4myKo4ALBoVVsDLcmXB1pmhYERflb0oRDmSkU+nzePU2QXi0XEYjEzDj7OVXCuIPB5evblCoG8Ty0tLZ6JDy0++XzeE+1PJBKe0p28/s4KeU5M5LkVRdl26PFp+uzZs7HnnnuiuroagwcPxty5c3v6lIqiKMo2huu6SKVS5neZZCtLazKKzQo5TGaV3W+lDYbil5MKdrvldtyfkXVONCzLwkf1wPrm0nD/gFoLdfFW4S/9/BTCciWB1iMKeQpwThJoLeIkQq4OsPJOPp/3JPRSpMvr818/o/bJZNJzTpnwC3RNyGvNfkXZ9ulR4X/XXXfh9NNPh+M4OOWUU/DRRx+hsbERQGsH35NPPlnr/CuKoigmoReAxyYDwDxOQQ3ACH+KelpZ6P/ndiybSYEfCoXgOI7HGuPvpNthtH9Qm9ilfce2bU8UXdp8ZO4AhTM9+JwM0ILEnAT6+bk/Bb0U2pwYyNWMSCRiBDmblVHcx+NxAG1Wnq4Kea3ZryjbPj0q/K+++mocccQReOmll3DllVd6ohT9+vXD2rVrccMNN/TkEBRFUZStHFbyodCnCKfQpCiW9hUm67JOP5FJtgBMJJwRdVnNRzbQAuCpktOStbD0o9La/TEbGNbHMg3DpACWNfO5CiEfY0SfkwSuYnAMrPxDYc6Jgswh8Ef75bX5+wG0tLSYc8ZisRKLT1eEvCb0Ksr2QY8K/6VLl+LYY48FgLJRhClTpuDFF1/sySEoiqIoWzkU/fTLA97a90Q2mZJe/GQyaaLiTFgF2sSqLLlJew2FuVxVkCVE31qVhYtSRu8MhIKtfzrp22cyL209gUDAXBNXL9iAi2OQDcUo+DkpkCsXskSovBdc/Uin056mXhTkfJyNxRzHKbH4dDWhV74OavFRlG2THhX+dXV1xtpTjiFDhuCjjz7qySEoiqIoWzGybj/FrOyey0g2/0uhTkHPEpayjKas75/P55FOp40Al5V7ZBlPuZ8VCOLNVaXRfssCdhsUNF566Zen7UbmCXB1gjX36bOX27Oev8xJ4Jg4EZCddzlhYEMy2f2X2+ZyOaTTaWPxkdF+0pXmW10p9akoytZNjwr/qVOnYvbs2RWfb2pq0jJgiqIoOzAs38lov0zmlZ1vKdopWLkdy1wySk7BL7viMuotS21y4sBtKPqDwSCWfJRFS6ZYMtZhvYFY2PVE4uVkg8nHtCJx/I7jmI67MhGY/Qd4PdyO18HVi3A4bO4BAPN3M5PJmPvEaH+xWDTR/kKhYB6XUfquNN9Si4+ibF/0qOq+9NJLsWzZMpxyyiklkX/XdXHfffdh11137ckhKIqiKFspFN8AjE1GduKV0X0pfilcZV4ABbi0sPjr4gOtwpVVcAAYEQ+0WVgWriyN9gPAbgMtj53HHynncSjm8/k8EomEJ/FWri5wciInOfJ4ssmWjPbLhGX+HolEAMCTyMyuwJyQ8J50RcjLPACt2a8o2z49+gkePXo0HnnkETz55JOYMGECLMvCww8/jGuuuQZTpkzB3Llzcc455/TkEBRFUZStlHLRfgpyWQufSbkU8UxolaU4ZbRfRrNzuZyx+dA3L8t/Egruz5tdfLCutJpPTRQYWGeVdM/lePgYz8dxOY7j6R4s8wFktJ+VfDhGafHxJz1zX+Yj0L/PfgbMXZBlS0lXhLycRGnNfkXZPujxNbtDDz0Ub7/9Nq644go88MADuO6661pPHArhBz/4Ac4666yeHoKiKIqylZHL5TyiMhwOm5rzAIx4ppDmdhTsUsBS+MoouOySS9sNrTPcn/abbDYL27aRz+exaFWZNr0AdhuIEs89bT0yD4G/FwoFVFVVmTFSfDPJl+fntcnSnrQl8TzZbNazHcU9j8trTafT5ti2bZvJibRMdUXIy4mRJvQqyvZBj0b8H3/8cTQ0NGDAgAG48cYb8dlnn2HFihVYtGgR1q1bhz/96U/6RaIoirKD4bquSUoF2jzsrG7DhFlaelj6kvYYRvKlLUiuFtDmImv0y9r1TCaWtp1AIIBcAXh7dbpkvKEAsGtf11Pvn5F8Rt2liOZxo9GoWa3gdfJ5udrBaD+Tlx3HMdvzGmW0nxahQCBguvSyQRn7G7BkqBxXV2v2a4deRdn+6FHhf8wxx+Dxxx9vO1kggKFDh2KPPfZAdXV1T55aURRF2UqR0X6KUzbhooiWHWUpemlvYVRfVsmRNiBGuWm3oXD1l/ekkObEYfknLrL50iKew/sBdgjGzmPbtpmYSOFP8c26+RTLjNazcZjsPSBXOHg/5ESFKxbyHsjuvsxZ4GoH7UIsAUq0Zr+iKEAPC39Zc7gcjz32GI4++uieHIKiKIqyFSGj/bTfMFGX4lfaYSja6emnSCeywg0r5dAXz4mD9LJLcc4JAlcH3lydQTlG7+ya7VkekwJelgiVKxTRaNQzPopwin7uK8uMymg/zyWj/UxK5jmY0CwnRBT9TCTmPffbdtpDE3oVZful26fxs2fPxrx58zBp0iQA5Rt3kYaGBjzxxBPdPQRFURRlK0VW4mF0m1FsCmBaV2Q0vaWlxQh0AB4/PJN8gTZbCsUw0CZ0XddFKpUyf5cYtQ8Gg/i82cVH6/P+4aJPFVAXLXjKd4ZCIZOPQOHOyYRlWYjFYp4OwkwspjUolUqZ1QbZpTgSiXiakMna/mzW5e9ZwCg/J0XhcNh4+4ksW6oJvYqyY9Pt0/j6+nr8+c9/xqmnngrLsnDmmWdizz33xFlnnYX//d//xcsvv4yWlhYAwFtvvYW6urruHoKiKIqyFUIfP1Aa7ZeCVlbrkeKWCb/hcNjU72dCLX3/juN4yoHKhl0yr0Am0wLAfz4oFf0AMHonmHKYlmUhHo97qgUx+s4xh0Ih0zCL10k7U6FQ8CQgS/8/KwABMInGvI5QKGQmMv4mYFw9yGazpqQn/8t73hWvvib0Ksr2TbdH/M8//3ycffbZmD9/PiZPnoz99tsP+Xwe999/P2677TYT/aitrcWGDRswffr07h6CoiiKshUiI/NsZpVMJj0VakKhEJqbmwG02UVpA2J0nQKewluKW3reuT8r3oRCIRPtp22Hx8jkCnhnTWnt/lAQ+FKftqi+4zgIh8MlnYaB1qh6MBiE4zieSjpcJeDkJZlMes7NcTLab9u2x5ojJzecDLFjsLT4cDLAlQCiCb2Kokh6JGMnEolg3333xbRp03D++efjqKOOAgAsX74cCxYswKJFi7By5UoMGzYMF110UU8MQVEURdmKoB0FgInss7oNq+Wwhj23o0Bn2U3uK7v3UiQzek77DI8BtK00SO+6nCwsW+sikyvNSRvRP4BwMG8EPiP5TMxlvX05EUkkEkboc7zhcBipVAq5XA6ZTMb0LIjFYmY8tm2b/0qbEica8nyy8zCvw3EcYymS91wTehVFkfToJ/vJJ5/0/D58+HAMHz5co/yKoig7GDLaz+g0vf20r4RCITMRkF16GRFPp9Mem42sg0/xS589a9lT+ErrjOwKbFkW3l5T2rALAEb0a+uWy/HJTru0EjFPwHEcc05ZbpP+f9qTgLb8hkKhYBptUfwzSs9zyLKlnNywpGcmkzE1/9ljAIBZJSBd6dDL1RVFUbY/9JOtKIqi9Cj+jrz0tcvINqP9FOhMVmUknxYeThTkdkzy5Y+shuO3AgHe6Pb6ZhdrPi/19/dOAP2q25KNWYKaVYEo+plfEAgEUFVVZSYCQFupUpbbTKfTZnzMb5A5AFwpkIm4Mh+A0Xxuw7wH7i/Ld3bF4uNP6NVov6Jsv/Top/uTTz7Bj370I7z++uuIRqMYPXo0JkyYYH769+/fk6dXFEVRtjDSnw60RfulVYU+eNlRVwrVSCSCbDZrOvfKGv1MeGWknfX0ZSddTgAouhnddl0Xiz8qX3Z6twEBAEVTHpTRfinEZTnPaDSKaDTqWQlgJJ4WH+4TDAaNhSkajZZsK++d36rDe8ZrY5Sfvn9AE3oVRalMjwr/7373u3jiiScwZcoURCIRvPTSS3jggQfMl0r//v0xYcIET5MvRVEUZftBevspeAFv5DwSiRghS0sQ7Sb8SSaTpqwnj8la9/ybIuv3y2g/7T0AzGpBMBhEvuDi7XJJvQFg1/6WEfuxWMw8R9ENwEw06O2X5UY5wWG0nxMXPsdjyGi9nCDxXDwPJzaylwHFPicmRBN6FUWpRI8K/+effx4/+MEPcN1115nHPv30UyxYsAALFizA/PnzsXDhwp4cgqIoirKF8FejkWUtaVeR0f58Pm988NyeopUCVZbk5DkoesPhsMkDYKMwKfppj+HEYOU6C+lsmU69/QMIB124bmukPRqNmkmEP/HYsixEo1HE43EA8JQQDQaDSKfTSKfTnj4FtC05jmPyAFilh+PkNQBttff5PFcspL2J0X5N6FUUpT169FOeSCQwbtw4z2P9+vXDtGnTMG3atJ48taIoirKFYadZwBvtp6VHRvbz+TzS6TQAeKwrtL+U+6+MbDMxlpMJ2QCMx5QR9UAggHc+bBO9kt0GBsDcVibecjWCUHiHQiFUVVWZawDaypLymqS4prdfevM58eHY+DxzB0KhkJkYyV4GnEjIBmUb26FXE3oVZcegRz/lRx11FObNm9eTp1AURVG2Quillz54WmH4A8DYaeQkgdF+ClFZzYciHGiztNAKw+o6tAtRQNPbn8vljM2nMWVh9brSaj51cWCnmjZrDI/LJlrsI8BrikQiiEajZhy8TuYaZDIZz+SHuQec2EQiEc+khFYirlRwVUFG+6Xol1F9KeQ76tCr0X5F2THpUeF/xRVX4KmnnsILL7zQk6dRFEVRtjKkuPdH+ylyKYTp9/dXqaEtiEmxMmlV+tJlaUxOEPg8y2nK/YPBIN75qFhm1MDug0JGdNu27fHWy54B9OXHYjFPp11eK0ttymRcCnagrZynHJ9MGOY2vB5ZdUcKfop+f2WejqL9XckDUBRl+6FHhf+YMWMAAIceeijOO+88PPvss6Yjo6IoirJ9QhFKIU6RS+Etu9JK7zytOf5ov/Tr0+7C/xYKBUSjURPtT6fTptstxS8TbBkNhxUo26k3GABGDWjdh3YjTgKYe8CqQqzbzyZcciLDVYlUKuVpLsZx+aP9cmIiOwJzdcDfMIydiGXn4K5U5ulq1R9FUbYfelT4H3/88airq4NlWbj++utx2GGHoba2FiNHjsRJJ52E3/zmN/jnP//Zk0NQFEVRNjOstw+0Va0B4BG4FKaMPLMZF/3xLIvJSDpFMVcMmPzKvgD8nRMIWfee4+FkYc0GC8lMaVLvLv0CiNptkXTpvec5eYxwOAzHccykQ1YgAoCWlhZjX+L2/uZdbDjmL3lartcBJzLS/sPfu1qZR6P9irLj0qOmvjvuuANA65fMO++8g4ULF2LRokVYuHAhnnnmGfztb3/ztF9XFEVRtm0oQimGpbff7yuXyaoAPBYWy7KQTCY9gpYTgEwmYyLfVVVVyOfzxoPPSQUj6slk0kT7i8UiotEo/rO4fKfeLw9sE8y06wBtJTxZUSgUChnRz8kAxTyj/bIDsfTbc3Jg27bpPiwj8NLqJK1CnIjIKkZcQeiKV1/mAWi0X1F2PDZLNk8oFMLYsWMxduxYz+Nr1qzBokWLNscQFEVRlM2A39svPeh+j3657reMjBcKBSOeub1syMWJAD3yUpj7o/0y8p5zw1j+SbJk3FUOMKh30ExEpN2INiMmF9u2DcdxEI/HzUqFrETU1NTkyVmgYJe+fDlumZNA4c/r4XWzURfHxMkRV0S4ryb0KorSHt3+qT/vvPNMZ9499tjDlFgrx6BBgzBo0KDuHoKiKIqyBego2s8qO5lMxnjygbYOtRTJPFYmkzFlMbk6LC03rH/P7WWjMJ6XqwacDLzzYR5umWa9uw0MefblMTkRoLi2bRuRSASxWMyUDZV+e/Yi4FjZyIsTCWlnYjRfJuXato1gMGjyAwqFAmzb9pQB5Tg3Jdqv5TsVZcek24X/9ddf76lIMHr0aDMRmDBhAsaPH4/q6uruPq2iKIqyBaEIld5+CktZsUaKd9lNlxOFUCiEbDaLlpYWAPD4z7PZLHK5nOn0S399KBRCMpksSYxNpVJmMsCo+ZurSqP9ADByZ280nTYaOWagtQ5/JBJBPB735CpwEpNOp03Nf+nHl+U5I5GIZwWD0X5afJjQKysTyZ4Esr8B6cirr9F+RVGAHhD+S5YswcKFC0133gULFuCuu+7CXXfdZb6UvvSlL3kmAl/96le7exiKoijKZkQm7srOtTLaL8Uqk1XlSgDtLOzQ62++lUqlzL6hUAi2bSOXy5noubTThMNh1NfXe6rqrGsJ4vOm0pyywb0s1MZDJqGW1xMKhTydejkxiUajCIfDyGazRvCHQiEUi0Wk02lTflMmKks7UDgc9iQN8xrD4TBCoRBaWlrMhMNxHGP9kZOMrlbm0YReRVGAHhD+u+66K3bddVdMnz7dPLZ27VrPRGDBggV46KGH8OCDD2pyr6IoyjaOjPZT0EtvP/8ry3ZyRYD+dkbSKZ79Xv5cLodcLmcq7SQSCePFpxeeUXU28eJEoVgsIhaL4bX3MmXHP3pAwOzLiQstPNIeE4lEjM2H9iSgzTZD0c+cAJnwy3HRssN7JhObOYHh9QCtnYOBtpUPnov5DNxXy3cqitIZNovBb6eddsKRRx6JSy+9FPfffz+WLVuGDRs2YM6cObjmmmu65Rxz5szB1772NfTt2xfRaBSjR4/GzJkzzXLxxvLEE0/g61//OgYMGIBIJIL+/ftj8uTJuOyyyzwRFEVRlB0VGdUvF+2XlhlZq5+Cnkm9oVAI6XTa1O6nHUXWspe5AOxiy9UB+vhp/ZGe/2DYwTsfpEvGHgkBu/Rrq78vg1EcN5N6Wc2HZThleU7mJMh+BFxB4Hb078uypIzkMxdAevuj0WiJqJf3lcfWaL+iKJ1li2X2VFdX48ADD8QFF1ywycf605/+hKlTp+Lxxx+H4zgYM2YMVq5ciSuvvBJ777031q9f3+Vj5vN5fOtb38JRRx2Fv//97wgGgxg3bhwSiQTmzp2LX/3qV0inS/+IKIqi7EiUi1z7o/0UuLK7LdBmD2KlHIpseaxcLmdsPrT8xGIxADARcgph2cFXNouMRCJYtjaPbL40q3fX/hYidsisLnBc/gkAbTvxeNysDABtnYO5wsBoPwU2bT6y34CcBPE6eS30/DMXgBMansu/St6R6O/qJEFRlO2bbT6lf968eZgxYwYA4MYbb8Tq1asxf/58vP/++9hzzz2xePFinH322V0+7ve//33Mnj0b48aNw+uvv44PPvgAr7/+OpYvX44NGzbgkUceMeXiFEVRdlQYTaYHvly0n8m8tM9QzPLHtm0jnrPZrImmy0i6TAimJci2bSSTSSP2Kax5HEbTHcfBmyvLB2pGD2grscnx8Pz+BlzxeByO47R1AEZbtJ8JvTKCz/24EiHr7pfr9ptOp81kiKsDEn+0X1YgKoc/oVdFv6Io3erxP+SQQzb5GJZl4d///nent581axaKxSJOP/10nHPOOebxAQMG4J577sHo0aPx0EMP4c033yzpI1CJOXPm4JZbbsGAAQPw7LPPolevXp7nY7EYjjnmmE6PUVEUZXuE3nGKS1kikhFxRsDpa5f2He5HcczoPicDFNL0s7MBlxSwTO6Vx06lUuZ8lmWhORvAqs/aPPGkdwLYqTZkymgmk60Vf/xlRmkfisViJlkXgGeSk0qlPCsaHAuP5Y/2y7r9zHWQ5Tsp/GXyL1c8SFej/Vq+U1GUbv0W4Bftpvzwy7AzNDc346mnngIAj+gnI0aMMJOR+++/v9PHZd7Bj3/84xLRryiKorRC4V4p2s//yu62QNukoFAoIBKJmH38EXbWw29paTEWl3A4bGr4p9NpU01Hds1laU/XdeE4Dv6zulT0A8ConS1Ph15ZXpNinILbcRxEIhGP1YbCm516ZbRflt+kf5/b8h7wnvFcnCSx8o9cWeCqBulM+U7591TLdyqKAnRzxP+5557rzsN1yIIFC5DJZBCJRDBp0qSy2+y///545pln8Oqrr3bqmOl0Gk8//TQA4Nhjj8Ubb7yB22+/HUuXLkU0GsVee+2F73znO9p4TFGUHRp/tJ+2E0a1WapS1uqXZSgpilmjvlAoGOFLEZ/NZj0VbhhJZ717JvwWi0WTcEurEKP4YdvGohUNJeMPWMConYMef70UyrLaUDgcRiwWM83FOH7ZYZjRfo5NNiPj5EI2AgPa6vFz0sPr4ERBRvflhKMzlXn8liBN6FUUBeiBcp6bkyVLlgAAhgwZ4qm/LBk+fDgA4L333uvUMRctWoRcLod4PI4HHngAl1xyieePwaOPPor/9//+H+6880584xvf6PB4N954I2666aZOnXvx4sWd2k5RFGVLI7390tYi69OzFCeRkX8Z8aYgZg4AI++MpHMb27YRCATgOI6xAcljU4TL6kGr1xXRlCpdSR7W10IsEjRiPZPJmONxIkBxz0o+nLjwfDwnLUKcKMj+A1y9kKJfTnz4O6+dJT9luVDeV9KVZl1avlNRFMk2LfxZrac9Ow6f27BhQ6eO+fHHHwMAMpkMLr74YkyZMgV//OMfsfvuu2PVqlX42c9+hvvvvx+nnXYaRo4ciXHjxnV4vPnz53fq3IqiKNsCshOvrFpDgS6bafmr49AOQyHPRFop1i3LMp55rgLQ+x4KhYwNCICx//Df0hMfjUbx5uJU2WsY/YXNh9vK6DqFM2030WjUrEzI7sAsM8poPVcPmJjM/eW1c39OiuRKgLw+Waef+wNavlNRlE2jx4X/7Nmz8Yc//AFLly5FTU0N/v73v2OvvfbqlmOznCaXU8vByjts5NIRLAGXz+fRp08fPPHEE6iqqgLQmjNw7733YunSpVi4cCF+9atf4W9/+1u7x9t5550xceLETp178eLFnR6noijKlsJfyQeAx6cvI9q05NDHzuo5/oi3rItvWRaSySQKhYKJ7DMSzqo60prDY2YyGY9dKFuwsPTjUn9/PAIM7t1WzUeeg8eVJTXZPZcCnRMd13XN3wx2B5a1/Sn82U+Agp/bc+KUyWTMhIEVi2QJT7nq3JHo12ZdiqK0R4+m+N911104/fTT4TgOTjnlFHz00UdobGwEAHz66ac4+eSTMW/evI0+Pjsa+iMjEkaFotFol44JtCYMU/STQCCACy+8EADw9NNPd5iMfO6552LevHmd+hkzZkynxqgoirKlkKUogTafOqPmMuIuhbTch+KZ0W9Ws5ErBEx2DQQCRoQHg0HEYjGPOJdJs9LeEggE8M4HWRTKfEWP2jkAOxw2ExcZiec4ZTdh/l2Q0f5AIOCJ9ssOvbx22RCMx5YVg4C2RGf6+v22HrltZyrzdKXqj6IoOx49KvyvvvpqHHHEEXjppZdw5ZVXevyY/fr1w9q1a3HDDTds9PHr6uoAoN0GXXyO23b2mAAqCnE+3tjYuFHNwRRFUbZV/JV8ABiBLzvlShHPSYEUxTLpl1Ft7sPVXJb3pC2IZTXp4+e5WAqUtfuBViH95qrytfvHDAx5xsc8BY6RY4pGo4jFYnAcxxOFpzUpmUx68hZ4ffx3KBQykxfuJ5OfOW6Kftu2S6rx+HsGdPTayJUCFf6KovjpUeG/dOlSHHvssQBQ1mM4ZcoUvPjiixt9/JEjRwIAVq9ebf7g+Fm+fLln244YPXq0+beM/kvk4/7IjKIoyvZKpWh/IBDwiG7ZQZePyVr/gFfwMxrO6H46nTbVeRglDwQCiMfjni7AjI7TRgS0/a1Z3wJ81lga7t+51kLvKm8JUFlxCIApF2rbtlkt9lfJ4YSEExs52aH9lPeA10e7kPzhBIErGvJvihT9nfHqy321fKeiKOXoUeFfV1dnrD3lGDJkCD766KONPv7EiRNh2zYymQxef/31stu88MILAIB99923U8ccOHAghg4dCqBt0uCHj0ciEfTu3burw1YURdkmqRTtp0gHYASs9OEz6i2FtmyCJVcDuD1997T5sKRmJpPxlARlNSDZITgQCODtD8pbQMcMaOszIFca2IGXx3EcB7ZtIx6Pm7HI3ATafJh0zGvhNXJy4F/l4LFk8zJpC5J2KH+jsI5eG23WpShKR/ToN8PUqVMxe/bsis83NTVt0pdTIpHAtGnTAKBsycylS5fi2WefBQBMnz6908c98cQTAQB33nlnWQ//bbfdBgA48MADNaqiKMoOAYWlFJcUpjLPismp5cS1TGzlvwOBgCmdyaRe5gowmh8KhVBdXW189WysxSg6z982PgvvfpiHn1AQGN6/LbeA5wwGg0gmkybiHgqFEI1GEY/HPVWJAJiKOxTwctUD8K4I87o4TtqKZPItr88f7fcn9Ha2fCeg0X5FUSrTo8L/0ksvxbJly3DKKaeURP5d18V9992HXXfddZPOMXPmTFiWhbvvvhs33XST+aP08ccf4+STT0axWMRxxx1XUnZzypQpGDZsGK699tqSY1500UWoqanB4sWLceGFF3r+qPzxj3/Eo48+Csuy8NOf/nSTxq4oirItIIWlrNvvt/iwzr6sLCPr+dPqQiiqpR0olUoZgUybTygUQjwe90T2JdIuZFkWVn9eRDLrws+u/UOIhAPmuNKaxGPncjkkEgkEg0EkEglPF2KK+FwuZyoY+ScQsnwnr1FG+3lPGOUPh8Oe1Q7eB1nhSJt1KYrSXfSo8B89ejQeeeQRPPnkk5gwYQIsy8LDDz+Ma665BlOmTMHcuXNxzjnnbNI59t57b1xzzTUAWivoDB06FBMnTsSXvvQlzJs3D6NGjcLNN99cst+aNWuwatUq1NfXlzzXt29fPPDAA4hGo/if//kf7LTTTthnn30wYMAAzJgxA5Zl4be//S0OOuigTRq7oijKtgATUf116GXdfJaiZESbQpRRb25DkU4xKz3ytM9QWPMY0WjURNp5bFlJyLIsTxLtex+Xr7a22yDvxIPeeinuLctCJBJBPB5HJBIxEwImGNO+JBt88UeKfine2cBLVh5ilJ+5AfL+Am25Ch1F7/3Rfk3oVRSlPXpU+BeLRRx66KF4++23ceKJJ6K2thbXXXcdLrroIrzxxhv4wQ9+gLPOOmuTzzNjxgz861//wpFHHomWlha88847GDp0KC699FLMnTsXffr06fIxDz30UCxatAjf/va3EY/HsWDBAuTzeRxzzDGYM2cOLrrook0et6IoytZOpWg/H6cIj0QiJmpN8e/3nUvPOtBWc57R93Q6jXw+b8ow87ixWMycj+KfopoCnBOQdLaIFZ+VCv+EY2Fgr7ZkWzn5SKfTnnyCSCSCqqoqc07mNHCiwckAj8Mf2nxk8jPvF3MT2HBMPidtPvLaNqZ8p0b7FUVpjx4zAubzeVRXV+N3v/sdzjvvPNx44424/vrr8cEHH6CxsRFDhw5FdXV1t51v6tSpmDp1aqe3X7lyZYfbjBgxArfffvsmjEpRFGXbRkb7/R1nZfSaNh4p9qUXn9F+bu9vNJXNZpFOp0sSaVlZR0bMpbee1huuJCz/1C1bu3/0gBDyX4yHlXfYAVh2Fk4kEnAcx5NIXCgUEI1GzepCLpfz9BfgNXECIu+V39vPpl6yChDPLe8zj9nRa6PNuhRF6Qo9JvxDoRBisZhZ+gRaoxesmKMoiqJs3UhxL6voyMoz9ODLmviA13cOtNpdZJMuaYehgGXSrCxz6TiO2UaKZz5Gsc3zL1lbyeYTRj6fMlF027bNZILWolAoZCr5hEIhNDY2lkxWODEB2lYuaHPidfMaw+GwyUng2GXpTu4r75nseNyV8p0a7VcUpTP0qNXn8MMPx8svv9yTp1AURVF6CL94p7iW9ekpZAEY/zv/7bfUyOo2XEng75lMxkTYKewZlafIZ0MvGdmm9aZYLKIxBaxtKL2OnWoDSNhtFXYikYinFKgU99FoFIlEwkxA8vm88ejTjsTr53WHw2HTAIzIXgayQpFt2x6RzmvjhEomCreHRvsVRdkYelT4X3nllfjnP/+Jv//97z15GkVRFKWbkZF9GZmXj1OU09tP4ctJAcWp9LIDbaJVbpNMJj1lQZksSwHNMp5Aq6imLYYTDKByUu+YASFjzwFak4U5iZFlOePxuOnUm81mzUSG5/OLbdmbgBYgjkV2FOYEiv0I/KIfgGdC05novX+SoSiK0hl6VPjvsccecF0X06dPx2mnnYYnnngCTU1NPXlKRVEUpRvwR/uBNnEqk10pVmW0nwK4WCwaoUvhK0t3MupeKBSQTCY9jbm4kiA98hS70urT1nSrgKWfll5HwAJ26duWq+A4DiKRiBHlFP7BYBCO4xhrEYW/rNOfyWRMgi+vJRgMwrZtY7vhPZErG7xvcnWE28rVj85G+7VZl6IoG0uPhglOOukkLFq0CPX19fjrX/+Ke+65B5ZlYZdddsGECRMwceJETJgwAYcffnhPDkNRFEXpAtLbT0Eq6/Ezyk3RSRENeLv7SjErff2y6k0ul0M6nUY6nQbQKtAdx/EIZfr/WRGH0XDZ6GttA9CcLr2WXfqFEEAOgS+OE4vFzAQik8mYlQPbthGLxVBVVeWpHiQtO9ls1kxoKPzp7ZeTBFm+kwI9HA6bykflJlSdFf1avlNRlE2hR4X/rbfeCqD1D8DixYuxcOFC8/Pss8/i/vvvL+mKqCiKomxZ5HeytLgwQddv3ZFJvZwg5PN52LYNoC0K3hadb6vtn8vlkEwmkclkjJimuGf1m2Qy6SkdKm06PPfST8pbY0YNCCCfzyASiRgPP8fAnAImEXM1oKWlxaxgsNZ+KpUyEw7btj3j5HiY5MyJElckeAzZNMy/YsGJlEb7FUXpSTaLMTAYDGL33XfH7rvvjtNOO808vmbNGixatGhzDEFRFEXpBP5ov2xsBbT5z6XoZLTf792nkJeefE4kKIIzmYyn+y8r4TDSDsBE+wOBABzHMVF+Ru7zBWDFutJrccLAwNoiclmYEp4U5RT9PFcsFkM8HodlWUilUmaMsvqPZVnIZDJwHMc09JIJz1LcS4FOb78fCv+Njfart19RlK6yRb81Bg0ahEGDBm3JISiKoigCKSwpTIG26L4sN8ltKMCZQJvL5Uw03O/rl5OIYrGITCZjouncnom9sluvXCWQEf9isYiV61zkCqUR/5E7B1Es5M0x6e0H2mw+AEyvgFgsZnz/jNTT5iMnNbx+2T1YTohkvwFek4z20+4jJx6did5r+U5FUTaVHl8jnDNnDqZNm4YvfelL2H333XHKKafgb3/7m9p7FEVRtjL8EWUpXimCAZRE+2WlH4pZRu6lHYgWG9mplx5/aSOSXv5MJmNsMYy08zj00C/7tLwAHj0gaFYebNs20XtWCKJ9yXEcU7s/nU57BLms1sPti8WimUTIxGXCiZCcwPiR0X7Zxbczr42W71QUZWPpUeH/5JNP4rDDDsNrr72GQYMGoVevXvjXv/6Fk046CePHj8eKFSt68vSKoihKF5AlIv1WFRldlqKTNh/ZREuWuQRgRLO0+1D4p9Npj8edEXIKbCb2WpYFx3FMpJ8TjoaWPD6qL72WuriF3vG2iD7Q1kSsXJOwaDQKoHUlgPchEol4qu7IOvu8RlqCpNdf9iLgdfkTemXyc1fLd2q0X1GUjaVHhf/Pf/5zjBs3DitXrsQLL7yA559/Hp9++ikefvhhNDY24oADDsD69et7cgiKoihKJ/BH7Sno/XYdClqgrYQnf2jjoZeegpfRaj4vI/a0B7FEptxf5g5QtHOcyWQSwWAQyz8DXJSK4DEDg+aY9Oozek9xzoZasVgMkUjElPCUibpy/JzI8FhMWGblIaBtIsTr58oHhTonQbIBmjbrUhRlc9Gjwv8///kPvvOd76C2ttY8ZlkWjjnmGLzyyivI5XL45S9/2ZNDUBRFUToBI8r+plh+m4q0pMhoPwBPfX9ZxpOC3S/8c7mcp5qPbdsmP4BjoOiV/nwm++bzBSz7tPTPmAVg5E5Bc0xeB0U/LULBYBDhcBiJRMIclysJFPNyQuTPc5BVhuRKBpN8ZelRwmvn8TYm2q8oirKx9Kjwr66urujlHzBgAM4991z84x//6MkhKIqiKB0gI8ryO5sRa3+3Wu4jS1b6E1mJX/hzX3r7aYuRlhj6/Dke1vOncE+n07AsC582FNCQKhXNg3sH4ITaVh84Ln+0PxAIIBqNwnEc04tANtviSgQFPUW+bCAmV0OYCyBLc/otPvJeU/i3h798pwp/RVE2hR4V/gcccABmz55tvuT8DB48GB999FFPDkFRFEXpACmyGeW2LAuRSMTz/e339vvFvKxXD8ATBZf1/enbz+VyRhzTykNfPQU1hbRs/kXhX65TLwCMGejtB8CoOjvvcuUhEAggFouZ47OCUDAYNNctLU4AzMRGTgIo5jlpkR16pc0HgCfa35lynNqsS1GU7qRHhf+ll16KRYsW4aSTTsLnn39e8vycOXOw00479eQQFEVRlHaQolWKfEa8y3nLGR2XHXuBVu+7v2ylXBWQqwpMsJWVgmRVH/7OKDcFMMV5oQisWFf6JywcBIb2gRHfHLesPsTzRiIR1NbWlkT7OR65muEvYypXPmS1Ijkx4L0ispNvZ7z92qxLUZTupkfr+E+YMAGzZ8/Gt771LTz22GP42te+hjFjxiASieDFF1/E008/jcsvv7wnh6AoiqK0AwU1bSr0qMuEVcAbbaaY538pYqU9hlBoy7wB+uxl5N2fFwC0TQa4T7FYNDX/V64rIJMvFc4jdgoiHLQ8ExWW6WQXYK5KxONxI9I5oZDVeLLZLEKhELLZbEnjMinsOZHgZIMrBlL0S4sPLVTtoc26FEXpCXr8m+Qb3/gGdtttN/zqV7/Co48+igceeOD/s/fmcXKVVf7/59Z2b1V1d3YIkJCEJJAQkpAEIgiCAiqIbCOOwgzuAoPzVb6O4zAgog46w6g4CvOTZVRWlUW+ggqjIqiEVbIAhkBCSAjZydpdy7213d8fzefpc2/d6u4kXb2kz/v1apKuustzn2o6n+c8n3MOACCdTuPqq6/GVVdd1ewhKIqiKBFIUU6kR52vdxftpy+f0X5pkaENht56Vrhh9RweF66Ok8lkzPe0AwGdi5NSqQQAkUm9ADDjkKAVRzbU4sKGr7NTL8fE8cpoP3cwpHWIz8yFQqVSgeM4pnqQXKzIRmeyO3FvmnXxeC3fqShKX9EvIYRZs2bhpz/9KarVKl5//XVYloUpU6aoX1FRFGUAYRSdArVardYJeCAY7ZddbCuVihHDrJ4jbT48jnYg6fengJfRc57HP6X1plqtolAowPd95N0q1u+s/+er1bEwcUwiUG+f4+A1KNrZuIslPiniZeJuPB4P7FTIHQTP8wDA7Aqw90B4x0OW7+T3nKtGaLMuRVGaRZ8L/6uuugrz5s3DvHnzMHXq1MB78Xgc06dP7+tbKoqiKHsIxSiFrexU2120n/X4i8VioOEWo/XhDr7SO8/36HWXZTBpZeGugG3b2N2ew8qNLl5Zl8OG7R62d1RRrQGWlYDv10fAj5yYDIhk2m/YJIzjYzMw2ZmX1h6Kf8/zTFlR9hXgIkfW9WePAUb75fNzwSAXAqwy1B3y+PDCSFEUZV/oc+H/7//+7+aXVGtrK+bOnWsWAvPmzcORRx6pXkVFUZQBhg20ZM16WkqkN10KaS4W+EUR6ziOeR/oivr7vg/P8wL2mnw+b3YNEokEKpWK8fLbtt1ZzQcW/rDkLfzpxe3IueGqcBZCFTINsybYASsOLTx8DjmOdDptEoll9SG+JqsKAZ2CnZYmz/MQi8VMD4JEIhHZdIwLA9nNuCdvvzbrUhSlmTRFgdu2jTPOOAOFQgFLly7FE088AaBri3PWrFlmIXD00Ufjne98ZzOGoSiKokQgE3PpNWdARibUyrr9QFdSruu6RsjK6jRS8NOqw8RYACaqLivlcGeAont7RxU/++N6bNjm7fFzPby0iNOOSmJMa8yMTy5GpMeeliYmNctE43K5DNu2TSKw3A2ROwS1Wg2O4yCZTJqdClkhiYnBnMPeevuJevsVRelr+lz4/+IXv8AVV1yBX//61/iHf/gH/PSnP4XruliyZAmWLVuGZcuWYenSpfjxj39s/nFo1ORLURRF6Xtkcq30wkdF+2UlHpbhZEQ8Ho/Dtm1zvLS5xGIxFItFAF2+fdlAS1YNYnR8y27gtkfXwS1F937pic27Krj3mQrOOcbBxLFx46+XVYIAwHEc0y+AC4KwRUeKd1p8ksmk6SFQKpWQSqXMIkL+WxaVIMzzu0Oj/YqiNJs+F/7nnXcezjrrLNxwww249tprceedd+Kaa67BZZddhjPPPNMc197ejqVLl2LZsmV9PQRFURSlAZVKxdhRwp1gexvtpyiltx0IRvt5PBtmUfTu3r0bQOfCw3Ec5HI5Y8vZVbRw5+Ob4JbrRf+sw8bg+NkHYeohI9CSSSFXKGH1ht14+qVNWP56sEdMqQI8+LyLjxwfw0FjEuZZ+Oyy1j7HKrsHM/E3PHbOBV8HYKxJ3C0JL2T2NNovvf1qiVUUpRlYfrifeB+yc+dOfO1rX8NNN92EyZMn49vf/jbOPvvsZt1uyLNgwQIsWbIE8+fPx+LFiwd6OIqi7IfQYw/A+NJlkyiKV9lZlpV52tvbjb89nU7DcRyzYyCbcrG77o4dO2DbtrEEbdu2DZVKBfl8Htls1rxf84F7n3axaWc5MNaJB7biCx85GkdMGt3weV59Ywe+f88yvLmlI/D6ASNiuOCELCz4xq9fKpWQTCYxZswYjBw50ghx13XrbE+5XM6Mva2tzcwNKwslk0m0traipaXFzGGpVDIJzfF4HK7rGotQNpvtVvhzYcXPoafdAUVRlL2hqW0AR40ahe9///t46aWXcMQRR+Dcc8/FKaecghdeeKGZt1UURVEioL8e6BL2UaI/bDOhKJWJsrZt15XeBLqi1sVi0YheWf5Set8ZaV/yeqlO9B8z80B87/+e3K3oB4AjJo3G9/7vyThm5oGB17furmHx654R0LT00JYTTgKmvYe7HnyNuxq+75vqQJZlwbZtszDg9TlXzBPobbQ/3KxLLT6KojSLfun/ffjhh+Ohhx7CY489hp07d2LBggW4/fbb++PWiqIoCroq7BDbtgO1+iVRnWmLxaKJilPw8hjZnIqJw7S5UGAzIZjVewqFQmeDrkoVS9bWR/qv+PixsJO9E8B2Mo4rPn4sJh7YGnh9yZoyqrWucdHaxPFTcMsE4Hg8jmKxaGrtO45jeg9QnDOZV9bjD5cxlcnCPUXvw826erIEKYqi7C1NNRGuWbMGy5cvx1//+lcsX74cy5cvxyuvvIJarYY33nijmbdWFEVR3kZGqwEE6tED6LaEJy080vPOxlfy+kB9uU/bto0IZulQlgEtlUrIZDJ4dWMJ+VDJzi985Ohei35iJ+P4/EeOxj//4AnzWsHzsXKDh1mTMqZzMHc6uAhhhF5W7OEigRYlJiXzGslkEplMJjAHtDjJ6kFyx6C7z0aj/Yqi9Bd9Lvw/+clPYvny5VixYoXxQra0tGD27Nl4xzvegYsvvhhz5szB3Llz+/rWiqIoSgSs2Q/ACHcm+BIZcZbRfib00uLiOE6gGVcsFjMWIM/zEI/Hkc/nA3XzmRBM4cza/gDw5o7gWGcdNqZHe08jZkwajVmHjQkk/K59q4LZUzptTCzhSYtTWKRblhWwKDHaX61WTXOvVCplqvkQGeXnAoC7Cz0JeS3fqShKf9Lnwv/2229HJpPBOeecgw996EOYO3duXQdfRVEUpX9gYi4FLqPwUvBKorz9stGX9PbzfIrdcrmMVCpl6uCzlCVFM4V/R0eHqXv/VnuwvsTxsw/ap+c9fvZBAeG/dXfNNAmjcKfw53PJ5+VORTweh+M48Dwv8HoikUA6na6bYxm5p2WoJ+Evz9HynYqi9AdNsfoUCgX8/Oc/x69//etA5965c+fiqKOO0moFiqIo/QArzFBcsia9LBtJ4Q5ER/tLpZJJVLVt2wh2eQ/eh/Xtw9eV9fLZQ4AWmO0dXWMBgKmHjNinZz4sdP6OfNUsQGKxGBzHMcnGcpejVquZikX05UubUjweN5H+8L9hXPhwnhnt585BI+TnoNF+RVH6gz4X/itXrjRNuvi1aNEiADDVHY488kgcffTRpnPvSSed1NfDUBRFGfbIaH0sFkMqlQo0qwIQEPEy4swIPsUpFw2xWCxgG6K9hVF9z/OQSCSMd75SqQQ649L24/v+27sC7YExt2RS2Bda0kFRXnnbScN6+6lUyiQgAzBCn3PFHQHaoZjUy9fT6XRdfgMXPvyeOQTdJelqsy5FUQaCPhf+06ZNw7Rp03D++eeb1zZv3hxYCCxduhR33HEHbr/9du3cqyiK0gQoWFkyk02rwtH+KG8/0FX6kzXp6W2XhOv3x+PxgL2HibGM/nMXgUI3nU4jEbdQrnYtPnKF0j49d64YzF1IxLt2H9i3gGORHYSZvMx54hzwGMdxTI6AhHMsLTu8RnfCPxztVxRF6Q/6pTXg+PHjccYZZ+CMM84wr2nnXkVRlOYgq+uw2VS4u2x33n52961UKqjVaoEOtTJQI6vgyLwBJvVyt4GLD+mpt20bqVQK40ba2LjdNddcvWE3jpo6dq+f/fUNuwPfj852ee3T6TTi8bgpa8rofD6fN7sinCvOgexSzIVDeK45Tzy2J2+/LN8Z7p6sKIrSTAasWHBbWxtOPvlkfOELXxioISiKoux3yKTVarVqbCeMxoePBYJ1+4GuSDe97RTDsssvo+hcIEiBL0tbElkZhxVzkskkDj0gmCj79Eub9un5w+cfODJuymrKxQ+beVHgc674xR0PWqTCvQs4f8xb4O4JG4Q1ivZr+U5FUQYS7RKiKIqyHyFFf7ikpLSjSFFOQczzw3XrGQmXYj4Wi5kEWdph6OMPV7mhlYY7ATJJdsahwaZby1/fjlffCNX47CWvvLEjUNEHAKYcmArcU3rxmejMBQubmrHvARcBrPITFe1nxSTuHvQU7Q/PoTbrUhSlP9HfOIqiKPsJ9JtLMU77iYwyS9EfjmJToLMEJsWvrN0PdIleWbeeIpoWGQpi2R0XQKe3/+3FxhGHOGhxgkL5+/csg1fes9wvr1zFD+5ZFngta1s44hDbPAdzEijSubipVCpmRyORSMB1XZPQy7KenKvwfJdKJfOczIHobbRfLrgURVH6AxX+iqIo+wEU6wCMbUVaTqTwloS9/bLzroz2y/KcrGLDXAJp7wnfh5V8OAaKa+5GxCwfJ84KluB8c0sH/uP2v/Ra/HvlKv7j9r/gzS0dgdcXTHWQTMQDZUy5KEomkwHhzmeMx+NwXdd8zw69UTYfWqJ4PqP9jcpySm+/lu9UFGUgUOGvKIoyxAmXkwS6IvmM1MsoP5FWEylkaROSNe3lNSieZfRcLjr4Z7iPAACTKMzqOpVKBQum2jigLfjP0fMrtuD/fu9PPdp+XnljB/7v9/6E51dsCbx+4Mg4jp/RAgBGkDPiLq1PMtrPRQqbdSWTSdi2beZKwmpGhNH7RjYfbdalKMpgoOn7jLt27cL8+fNx99134/jjj8e2bduwcOFC872iKIqyb8hIMi0+QFdUuVHJZCk+Zc16vsfEXnkNKfpldJ/R9HK5bJpfSdsPE4N5vVQqZa5RKZfwvjk27n2miJLo5/Xmlg586QdPYNZhY3D87INw2CEj0JJOIlcs4/UNu/H0S5vqPP0AYCcsnHVMK+xU0lh2aMehJUdakLg7wgZkTARmtB+oF/5cJLGMqVw8RKHNuhRFGQw0XfhXq1WsXbsWxWIx8ntFURRl75E15IEugUqxLRcFEhntl379sBWFXWop8mVDLt5HLgYksqMv7Ueyo225XEapVEKpVMLoFgvnLLDx0OISvEpwvMtf3x4p8KNIJYAPn9CGA0amAuU15RiI53kmaZc9B6rVKjKZTKAKUFjQh5N6WcmnURQ/3KxLE3oVRRko9LePoijKEEX6+vk9BeqeRvvDTahkRSCZpMv7hKP9FLe8v+wDkEgkjCWIApnRdXnfieNs/P3JbXCCzXd7zdhW4IITsjh4VGdCLu8JdFXTYWSe5To5Fi5S2KxMdugNC3UuEHzfDywsGgn6cPlOjfYrijJQaEkBRVGUIYpsiCXFJEVoI2+/FKkyoVe+R28/0CWa6f2XQl8uCiqViqlsw6i4vCaFP8tmuq5rxD93F1prJcD3AfReHGdtC0dPSmDWIT7aWrsi9bTvcAFE0c0OxlzA2LZtFlC2bZtGX0QK+nA1I8dxum3CFY72q7dfUZSBRIW/oijKEITiG4juwstOuVFQGFOw84vWoCibDyPcvJes8FOpVAL18MMNwGS0n/dmxJ2WGeYFvL6lBLdSL/qdpIVKDahUfSRiwMhsDBPGOph8QAKTxwJusWBsO1x8UGhz3MwvYHSfiyP53KzbL6P9cn75rLwm79ko2i8/Ay3fqSjKQKO/hRRFUYYYUb7+cMUYGWmWgr1RtJ+CmCKWQp3CnscAwWRiWQ1I7jLIij8U9kCXxYjefgpjjvnl9V2VciQfOfkAHDLSx+7du01ycGtrK1zXhed5qFQqJlLPRQTzEbgTwV0Mz/MCOxS0+MTjcbS0tASEvhT0cpEEwOQsNErqlfOkzboURRkM6G8hRVGUIUTY109hTcJdesPwfS4MZLSf4p3CmsfxfqzMQ0Erk3qZOCuvy+Zfsg4+G2exbKZMuC16Vax5q77fQGs6jikHpEyknQsTjo/R+0bVdcKVjkqlknmdViB6+9msi8hypxwvn51iPsq+E27WpRYfRVEGAxrxVxRFGUJIXz8FbthDLpNvw9F+vk9rjqxrz+g1/wRgrDi8H5N2eV/5vRTHvB+RCcOVSgXFYtHsJKRSnaL+1Y0lVCP6jB09tQW1WhWLX8vDLVXhpCwcNzNpynGWSiUTfbdt2zThYn8B2TCMz85qQyzHGYvF0NraGpgvuYCQfQn4Hhuc9RTtl/OpKIoykOhvIkVRlCGCrJ0vo+ekt9F+ilJejwKY0W9p85EJuvF4PLAQoOiW1Xx4fZlgzF0J1u73PC+QA8DrN7L5zJ/aikqlgmdWeXhyZRXPvlYyiwUm2iaTSfPFa9MCJTsQl0olc458Xtu2zS4HCUf75YJKVj0Ko9F+RVEGKyr8FUVRhgCNLD5R0f4o4R9+n9ejt1526pU+fIr8ZDIZaPDF65RKJXNtJutS9Etfv4yc02PPaH+tVkO7C2zcWR/uP3hMCmNaY4EuuXwe+vSZ0EuBT8++LOFJ7z/zATiXqVQK8Xg80KyLUPjzmcNNuBr59rV8p6IogxUV/oqiKIMcGXkHukSnFJj0sMvXZCSeYp7iVR7HyDevw0g9j2VUXC4EgGD32nDnYGk1Aroi5FwccFeAEfrl67zIZ58/rbWuSzB3KHgtevsZgWfOQqnUuTPAXINarYZisWg8+olEwuwS2LYdafORCyk5Z8lkssdov5bvVBRlsNF0j//o0aOxZs0ajB8/HgAwbty4wPeKoihK90i/OEV4VDfY7rz9XChQpDNSHk5wlQsEXouWIplcWywWjWWGuw/hJONwVZ9KpYJSqWQSe2W0fPmbpbrnjlnA3MNaUSrl6yL+ruua8di2jUQiYSr0cFHBGv2xWAy2baNYLKJWq8HzPDOPyWQS6XTazJ+5t6h8BCCwwGFycZSoD+8KaLRfUZTBRNMj/pZlYdKkSbBtu/OGsVjge0VRFKUx4Y66tM9E1YcPN+wKR/tl5Jrvhbv9coHAxQZFrqyEA8B45YGgJUbW0GfiMKPnMtrPcddqNWze7aO9WN9o7IgJGaST9eVLAStgM0omkyayT1FPbz+/YrEYcrmcSUa2bRvJZBKO45g5DZfxlIur3iTrarMuRVEGO2r1URRFGaSEff2MIDeqDy/990RG+2UJTgDG2y+vw+vLaD+tRlwI0CPPsckqP8lk0gh+uZvAa9Lf7/u+2RWIivYDwILpbXXNwd6eGSPgGemnVUc25KJ/33Ecs1AplUqmdGcmkzGLAgnnIdwATc5JT9F+bdalKMpgRIW/oijKICVcujOqak+4Ug9QH8WXvnO5KJDnM4otrS2s7kPhTVHteV6gaRevL3MFKOyBLk8+q/BI0V9DDK9sqBf+6VQMMyZmzQ6BHLfvw+w2OI5jLDu8NqP+ckFQKBTMtej558IgSviH7yl3N1KpVJ2FR5t1KYoyFNDfTIqiKIMQ6bGnHx1oLDC7i/bLSDTtQDLaL7v5SrsQRTFtPny9VCqZ+3EMvu/DcZxApSBaaLhz4bpuYBfA9328vqWCUjCwDgCYc1gL4AerD1noivjztXCnXs4FFwQs++m6LlzXNeN0HMd08w3DHQoid0miov1avlNRlKGCCn9FUZRBRtjTzsg7EB3tl2Kddhygy6cuK+7I4yjQ5XX4p8wbkJ17Pc8zkXMuKijkmVwruwDzGmz2xXvQtvTXBjafYw8fAaCrclAymYTQ/aYvAP390n7EhVI6nTbXYDUfVuNhQm9UtF8mKvMZ+X3UYkGj/YqiDBWa/tvprrvuwoIFC9DW1oaJEyfi+eefb/YtFUVRhixR9fplVL+30X4eExW5losDmYQqKwfxfRntj8fjKBaLJuJP8S6j/vIajOpLn760AHnVONZuqW/aNbYtgUPGdDXo4j3GtCYwpjWGEZnO41iGU/rx6fu3bdvsQLiuG6hAxIRe+ZwkHO2XOx7MDQh/XlFlVRVFUQYjTRX+d9xxBz72sY/BcRxceOGF2LhxI9rb2wEAW7duxQUXXIDFixc3cwiKoihDika+/kYCU1aSkVF21rOXQlyW+mT9fNnoikifvqzlH472yz8Z7ed9uUvBSL88j9d/dWMV9bV8Omv3897MHUgkErjgXSPwsZOyOGdBZ6UeevuJzB9wHMfMWUdHh1nsOI5jmnVFRebl4oWdiqXNJyraT7R8p6Iog52mCv/vfve7OP300/Hkk0/i2muvDfzDcsABB2Dz5s246aabmjkERVGUIYOspiN9/UDQpiPFs4z2S9EphT7/zmvIJFxZy5/HymvLxllM6pX2HgCmZCZ7A1Cs81i508B7xGIxvPRGMXIeFkzvtPnQnkMvv3wGWnw4ThnRZ1JvuVw2nXp5Tjqdbhjt5zzLMXqeZ753HCdwrDbrUhRlqNFU4b9q1Sqcc845ABAZBTnxxBOxaNGiZg5BURRlSCC99EDQ198o2t+oNCej7kRaYWS0Pyz65YKC45G2IM/zTMUcNudinX9G6DkmlvWkxYeWHY5nR97CW+2yNn8nUw5MYWRLsq5zMEuKcnEhK/LIsQJAJpMx87J7927z3Nls1nj8ZfnSKLjQkPkNYWGvzboURRlqNFX4jxo1ylh7ojj00EOxcePGZg5BURRl0NOdrx+obx7VU7SfrwH1jagYmZb17nkvCnhem+eES3jKTsEU0PT8c0FQq9UCTb9ktD8ej2PFhohSPgDmTW0FANPdlwsgLihkh2FZSlRaghzHMQ2+ZJMv27aRSqWMxUnOWdQYS6WSeY0dgOXx2qxLUZShRlOF/6mnnoq77rqr4fsdHR1a/UBRlGFPI18/EIzqA4j0/Iej9mHfOWvQMxLP46XnnqKd9+MXRbfruigWi3XjYASdEX0m17J0J9CZIEyRblkWYMWwfJ1bNw/JODDnsDZj3ZEJw5VKBQ8vKeChxSX87qWy8fZXq1Vjx4nFYshkMmYuc7mcmatsNmtKcUqbj6x4xDnkwkVeN5zUq826FEUZijRVdV955ZV47bXXcOGFF9ZF/n3fxz333INp06Y1cwiKoiiDmu58/Xy/p2g/z5Xf8/hwPwDagOj7l8Kfx3FM9NezMg5f5/HSLiNr6CcSCXieF7g/RX88Hse67T7yXtdihsycmEbaTpgOu1x08DobdtawbnsNG7Z3LWyYbxCLxUxUn9WAOAYm9XJHI+zvl7sefKZw6VG5GNPynYqiDFWa+ttqxowZePDBB/HII49g3rx5sCwLv/zlL3H99dfjxBNPxPPPP4+LL764mUNQFEUZtHTn6wcaN4Zq5O3ne0BXcqosx0nhK20z9OhzIcB7SoHseZ5JtKVtplKpwHGcQC1/CmjP84wNSD4fxfmLa+uj/QCw4O1qPtJSJBODTQMv4WqSjcS4MGL3Xi5waPHh/IXzJ2S0nzsfrBDE8xvlW6jFR1GUoUTTwxSnnXYali9fjo985CMYOXIkbrzxRnzpS1/CX/7yF1x22WX4zGc+0yf3efzxx/HBD34Q48aNQzqdxowZM3D11Vcjn8/3yfUffvhhU8Vi8uTJfXJNRVGGL2FfPyPTkkalIimEpcgP1/BPJBKBaD9fkyU9Ga2Wjb4o+mWkvVAoBIQwo/zMReB79M7n83ljOZK7BMlkEqVqHK9t8urmoy0Tw/SJrYEEXrkz0fmg9fMnFyMyoVh29s1ms4G+BTI5OlyVh4sVmdQrS4ZqtF9RlKFMv/zGOvjgg3HzzTfjrbfewpo1a/DCCy9g27ZtuOGGG/qkCsINN9yAU089Fb/5zW/gOA5mzpyJtWvX4tprr8Wxxx6LHTt27NP1Ozo6cOmll+7zOBVFUUjY1x+2+DQqFRn29kcJTwpz6e3n9aVwTSQSgX4AUkxTUDPaTxHOcdi2HRhPIpEI2I/k91JU/3Wdi1pE8f6jp2QQe3vMjXY5pPIPL3xkxJ87KfTmc6zyWDl23oN/SptPMpkMHB9eSCmKogwlmir8b731Vlx55ZVdN4vFMGnSJMyePRttbW19co/Fixfj8ssvBwDcfPPNWLduHZYsWYLXX38dCxYswIoVK/DZz352n+7xL//yL3jzzTdx7rnn7vuAFUUZ9vTk6+cxJFxmMyx6pRjl9dj8Sr4WPk9aXmq1Wl00u1aroVgsGusO0CV2HccJNP9i1J++ej6DtOKkUim8uDa6dv/8aa2oVCqmko78qlQqSKVSkHEi2YFY2m3YVZiJzKz3LysX8ZllfoBcNFD4W5b19n278iqi8i0URVGGCk0X/qtWrQq89vnPfx6ZTAbTp0/HAw88sM/3+Ld/+zfUajVcdNFFuPjii80v4oMPPhg/+9nPEIvF8MADD+DFF1/cq+svWrQIN910E8477zzTk0BRFGVviSrdGVWKs1FjqKhovyznSUEa9vYDMDsAvG84ZyDc6ZcJsoz2cywyGZg7BBxXuVwO2Iw4zmQyia3ttcja/ZPGJTFupGMEd9jmE7bbkHBpT96zUqmYzr6yyo+cHy4OZHIzgEAJT7lg0GZdiqLsDzRV+K9evRrHHXec+f6ZZ57BjTfeiNmzZ2P06NH4yEc+gsWLF+/19XO5HP73f/8XACKThKdPn45TTjkFAHDfffft8fVd18VnPvMZtLS04IYbbtjrcSqKogAwkXES5esHGjeGkv57iv1wRRqW1gzbbsI2FVmekqJfJrmyhKfruiYyzrGEPfJcJHBcvB/HwJKfS1ZH51wdfVgm8HxcMPD7uuZZPkwOQjhJl3+y7r5t2wE7Eq8TbszFPAmZFyH7KWizLkVR9geaKvw9z8Po0aPN9/feey/Gjh2LP/7xj3jqqaewcOFCfPOb39zr6y9duhSe58G2bSxcuDDymHe9610AOhcde8o3vvENvPrqq/jWt76FQw45ZK/HqSiKAqAuoh5l8Qk3hgqXneQxssa9jPYD6DHaTyEurystRCzP6XkeXNc190omk/B9H+l0OlBxh4sDRtopoFmSM5FIIBZP4uWI2v2phIWZE9KBhFo5DlbVCScvy4WI7F1Aiw8AZLPZwMKAuwMyKViW6qQ9ijkRsjOwNutSFGV/oKmZSZMmTcLq1avN9w8++CDOPfdcpNNpAMDf/u3f4vrrr9/r669cuRJAZwfgqG1gAJg6dSoA4NVXX92jay9btgzf/va3sXDhQlx22WV7Pcabb74Zt9xyS6+OXbFixV7fR1GUwY30u7MKTaPjSKNKPhSxtNXwWNpd5DXYsEsKaXlvGeXmdVlSM9ypl7Yk7jTwXjJR2bbtwLMygXjFmwW45fqs3qMOTSOVjJlding8HmgUJqsHMbnXF3ND0S/tSul02jTzko3IwtH7cFJ1I5tPONqvKIoyVGmq8D/77LPx4x//GB/5yEfw7LPPYu3atfjgBz9o3k+n09i6deteX5/VeuSuQhi+t3Pnzl5ft1qt4tOf/jQA4JZbbtmncm2bNm3CkiVL9vp8RVGGPlGlO6OsIt1Flnk+o/3yuLBHnfekiJf3jor2y7r9lmXBdV2Uy2UUi8VAEy3f9009fPrxKf6r1SpSqZQR4Ozkm0gkYNs2lq0JNnEkcyY75vmkXUfOFctmHj3FQcGrIJ2KBxYvpVLJLDiSyaTZJUgkEmbxwsVDuKoRf7/LeaD9J3x8neVIURRliNFU4f/P//zPuP/++3H00UcDAKZNm4YPfOAD5v3Vq1djzJgxe3191+3cNg63UpewjJuMIPXEd77zHSxZsgRf/vKXMXfu3L0eHwAcdNBBmD9/fq+OXbFixR6NU1GUwU+Ur7+ReAwn/RIphilMy+WyEb+MxIftMmy0RWTUXt6TgpvHVyoVFItFlMtl0+mXvv1UKhXo8Csj9bw2I+cU/e2FKl7fXKp73jGtCRw0qqthlqwSRGgdSiQSeOcRjhk7k3JljoPv++Z3fjqdrutJQJsPAFOxh8jSp6zkIzsS87NTFEUZyjRV+I8ePRrLli3DPffcg127duGCCy4I/GP24IMPYs6cOXt9fcfpjBQxwhWF53U2iqG9qCdWrVqFr33ta5gyZQquueaavR4bueSSS3DJJZf06tgFCxbo7oCi7GdIG0wjXz/QfWMo2mYocmWVHXls2NtP6wuPlRFuHsfIPRcULIfJa/He8Xjc7BbQGuR5nrlH2DIjy2n+5ZVC5DPPm9qZ1MtrJJNJs2jgc1H4y7KeUoB7nod0Oo1yuWw67Nq2bV6TNh9ZzpQ7A7x/uHY/FxXarEtRlP2JpncfyWaz+NSnPlX3+vbt27Fw4UK8973v3etrjxo1CgC6bdDF93hsT1x66aVwXRc//OEPkclk9npsiqIo4Xr9jXz9PJZIYSvtP+yMS1uNXEjQa08oomkLouiX4lVW4pHVgBjt586C4ziBCHmtVkOpVILneeaeXBRIaw0XC0tfr6/mY1nArIm2qQgkG4nxT96PzcAoyOWxtCDJjsKs6APANPKS/Q7Cn0W4IhGv1WgHRlEUZagyYL/JxowZgzvuuGOfrnH44YcDANatWxfY9pYwuZjH9sTixYthWRY+/vGP171HG86bb76J8ePHAwAeeOABvPOd79yr8SuKsv9C/zuJqtdP9iTaL4WszBWQO59cHMjIeVTpUApelr/M5/OoVqvwPK+uLwDFMu/PaD8r+fBY/p5kKc11b5WwM1dfu3/qeBstTswsWLhA4Q4FhT7FeD6fN1F7/snf+3IngA27ZDnTYPff+h4GMn+CO8mNkqwVRVGGMk0V/lu2bMEXv/hFPPfcc0in05gxYwbmzZtnvg488MB9uv78+fORSqXgeR6ee+45nHDCCXXHPPHEEwCA448/vtfX9X0fW7Zsafh+rVYz73dnM1IUZXgSlczbyCYi693zWPmejIDLspoyoZdee57D6D3FtBTmhEm5sh8Ar8N7VioVI5IZRed5tATR908LkvTQJxIJLFndEfncR09Jm90MinlZfUjakphgfOPD29FRrKEtE8cXzz3IvC6776ZSKVPJiDYfHsdjZZBIlvCUn5O0Z6m3X1GU/YWmGhY//elP42c/+xkOOuggHHjggXjyySdx1VVX4cwzz8TBBx+Mgw8+GGeeeeZeX7+lpQXvf//7ASCyZOaqVavw2GOPAQDOP//8Xl1z165dde3i+fWTn/wEQGeZUr727ne/e6/HryjK/on09YdLRoaRyazhaD9FNKPgMtof9tQTRvsBBOwv/DN8bdpyXNeF7/soFovGx8/xMHpPoZ/P500ScNgaw50J27aBWBJ/XVtv80mnYph2UMpYhija+XuVixzZkCywcPK7BDnHzzkJN92SiwMgWMlHJl7Lngey0ZlG+xVF2Z9oqvD/85//jMsuuwx//vOf8fvf/x4bNmzA5s2b8fDDD+Ob3/wmTjzxRKxatWqf7nH11VfDsizceeeduOWWW8w/oJs2bcIFF1yAWq2Gc889t646z4knnojJkyfjv/7rv/bp/oqiKJKwr7870R+O9stjw51oZTdZGZmW0X7ek8JZRqulcJademXirPTsy8UDxTKtQbLuv1xQUKBTRC9/I49yvcsHsyenEY91ee45NpYAlcnCrCbUed235wZdQp4LhEQigVQqZfICZNBGWoTCcxeefy6yeG2N9iuKsj/RVKtPS0tLneA+4IAD8P73v99E6veVY489Ftdffz2++MUv4pJLLsG1116LsWPH4uWXX4bneTjiiCNw66231p23fv16vPHGG9i1a1efjENRFGVPfP1A0NsfjizLTrRSwIbFqIz2ywRW6c0HgsJfin7ZydbzPCPwOf54PA7Hccx4SqUSyuVyIKk3kUiYxGBai1KpFBaviu7TMnuSjXK5HIjkS1uTXLQwot+5KOh6TiLtT/T4h+c2qqoRFzC8LxcacndARb+iKPsbTY34n3nmmVi8eHEzbwEAuPzyy/H73/8eZ5xxBvL5PF5++WVMmjQJV155JZ5//nmMHTu26WNQFGV4sye+fh7fnbefwjXccEouJqSnXtb5Dyf+hjsAy4g9u/RKm46MeluWBcdxzGLAdV1zbCKRMAm4FPG0+WxvL2Pdtq6dCDJ+ZAIHtMXNWJivwPtyXKwkRKuPrO3Pczk+zou06nBXg/MqLUk8Ru5q0CIV3klQFEXZn2hqxP/rX/863vnOd+KJJ57Au971rmbeCqeeeipOPfXUXh+/du3aPb7HJz7xCXziE5/Y4/MURdn/2RNfP9B91RgZ7acYZ4OsqHKcvKdcIEgaRfvlPWT9fArgeDyOTCZjFgsU+PTOy3HLRlrJZBKLl++KfO7ZkxxzPUbimb8gG4nxWgGPv9D+nJNqtYp0Om0Se4GuhZMU+hyr9P9zninyS6VSoISooijK/kZTwxkzZ84EAJx22mn43Oc+h8ceewy5XK6Zt1QURel39sTXDwSj/eGqMTLKT887ECxByXvKbrPS1sIoPL+XUe7wV6VSMTYd+Sy8VzqdNl3SuTMAdIpl9hLwPM8cb9s2aj7w4lq37rnjMWDWoY55NjbcsiwLrusafz+vy+o8JtrPtZHfVemHgl92RKZ3X1p8uov2d1cmVVEUZX+iqcL/vPPOw6hRo2BZFn74wx/ive99L0aOHInDDz8cH/3oR3Hdddfhd7/7XTOHoCiK0lT21NcPoM4SFBXtpwCnEA1flxF6IOh5lx1pgehov7QP0fbDhGAKcHbN5Wv8k9fgroaMrtNr/8qbBeS9oDUHAGZMSMNO+CbaLxtzsTwoAGPzSSQSgUUF8eEb/z8XD4zUc/dAlvgMlzOVSb1cHEQlRCuKouxvNHUv87bbbgPQ+Q/Lyy+/jGXLluGFF17AsmXL8Oijj+Lee+81ER5FUZShRtjXH7biRCEr9MgoNK/HCLdMfGXiqrxG2NvP69m2Hajyw/NklJ/efjbr4vuyjCfQ2Xmdzby40OBihHX9pUWIwn/xa9sin33uFCfgvafQZilR5g2wbwAXJUBwASPzD9hDgMKfZUb57NJORIFPWxFfk5YfjfYrirI/0y8mxkQigTlz5mDOnDmB19evX48XXnihP4agKIrS54R9/b2JFPfk7afoZ6UZJtBKPM8LePSlzYainmOSHnz+KW0+fE02ueKuQTqdxvbt2wF0JvVStHNcTAyW1Ybe2lnAG2/VB3NGZuOYOLqrJGg6nTZjZ8dgRvB5Pc5vpVIxkX0io/1yl4OLHkbuOTcy2i8XE7IsqZbvVBRlf2dAs5cmTJiACRMmDOQQFEVR9goZje6Nrx+oj/ZHdeml8Od79LsTWclHJtTS0iIXFlHefi4u5G4FdxeKxaI5x3EcFItFE50Pl/Bk9Fwm48ZiMSxZvQv1Jh9g3mEZI+RpE3Jd19h5+Ho6nYbjOIHIPKP55584FpWqj1QiHligyKReafMJlzPlroL0/8u50oReRVH2d5peq+zxxx/H+9//fkyZMgVHHXUULrzwQtx7771q71EUZcgS1fipN/aQsC1IQtHPuvyMZIePk5YbWXPetm1zHZ4vG1XxPS5YGHmneI/H4yiVSmbBwRKelmWhWCwaSwyTaaVgp92mXKngr+u8uue2LOCoQ1NmzPKZuLtBIc+55AJH5htMOdDB4YdkcNhB6cBig8JfduGllYhfvKbscxAularlOxVF2d9p6m+5Rx55BO9973vx7LPPYsKECRg9ejR+//vf46Mf/SiOPvporFmzppm3VxRF6XOiuu32RjBKkRmuEc9rUpBL6074Glw8MBkV6MoBkBVwKHblLkOpVDLJr3wG3s/zPGMvogWJib5ykcDEW16DAjwej2Pl+jw66ov5YPpBNux41YjvdDqNSqWCeDxudhW4c0C7Ei1E0osPdDUpYyUfin5ZqUeKfS4cwtF+nsPjw3YqRVGU/ZGmCv+vfvWrmDt3LtauXYsnnngCf/7zn7F161b88pe/RHt7O0466STs2LGjmUNQFEXpM2jDkd12e+MJj1osSCjYmUgrk1YlvLcUuNLjTiHL94D6ngCyhj7FvKxhzwg6I/HhjrwcO3cOuPDxPA8vRJTwBIC5U9Jm4cPrcwHDHQ6+zi69QFfyLqv/EC42uEsgu/DyHLlgCDcHCzcpC9upFEVR9leaKvz/+te/4lOf+hRGjhxpXrMsC2effTaefvpplMtlfOMb32jmEBRFUfoMmczbW18/EIz2hxN6KeRZjYbvR0X7ZeSdwp4Rer7OsTFxVUb7+QzyebgAKJfLJmHXtm14nmd8/6z2w8RbRuQ5B7FYDLliFa9vqbdwtjgWJo/tai6WTqfN31nNh4sXJuvK5l68n+/7WLPFxaoNBazd6pl7M6+Bcxyu5BPOc+D8yL9rtF9RlOFCU4V/W1tbQy//wQcfjEsuuQQPPfRQM4egKIrSJ4SbdPVWLIaj/eEdAgpSWlso+sOLA4p+ltuUNerDZZFlBRveQ3r7pfUFgKnTz4RjHhfusMtIPa/FaHylUsHS1TnUIrJ6Zx9qw/e7auRnMhljIQpXCrJt2wh4Pn8ymUS5XEYymcT9i7bhtke34KePbQTQtXMSTpjm+ZwnmdgcjvaH+x4oiqLszzRV+J900km46667AtvPkokTJ2Ljxo3NHIKiKMo+szdNukh35TspvmmnYaOu8KKCOwJhi4/s5hu2+cgIt/TzM3rOL3r4bds2JTJZ2z+Xy5lFgoz2c3eB/vpqtYqX1pUin3/ulLTZoaA1h826mDwctvnISkVyt0TCxZd8X+Y6RNl85LxznrSSj6Iow4mmCv8rr7wSL7zwAj760Y+aWtCSxx9/HOPHj2/mEBRFUfaJvWnSRWTCaVRHWC4oZBQ/HIHm/WlnCYt+2lbCSb2ybr88n2Ng1F7afSiUKcxp76Hwp12oWq2a5Frf97FmcxG7CvXi/NAxcbSlu0prptNpcw3+yTlNp9NmYUJBziZenL+oDsVchDDfQlqxZMIzo/xcFPC+WrdfUZThRFNDHfPmzcNdd92Fiy66CL/+9a/xwQ9+EDNnzoRt21i0aBF++9vf4mtf+1ozh6AoirJP7E2TLtJdtJ/XltVxosp3Sv+/tPjIsYTvI8t98k9ZQ58LEsuyjJff931TwtP3fRQKBfM6Fzv09ZfLZbS0tKBSqSCZTGLJ6kLk88+amAj49JPJJDzPq+sYzIZgsooPo/2VSiVyF4TRftmgS46RiyMucGSyryz3qTYfRVGGE03f4/zwhz+MI488Et/85jfxq1/9Cvfffz+AzgSvq6++GldddVWzh6AoirJX7E2TLtJdsy6gK1mXgp7iNsrbL6vcUPBzIRGV1MvjpcVH7lpIrz+r9TCq397ebhYjjuOYe7F/AIDA/dvzHlZuKtc9v5MEpo1PmuN5LhcgcpcinU6b8QMwC4FisWjOl7ssFrr8+1zMSMsTv6ctifPAY+UzKIqiDCf6xdw4a9Ys/PSnP0W1WsXrr78Oy7IwZcoU/aWrKMqgJdyka0+TQLtr1gV0Wl24sGCkP2pxQBFOocv8gp68/fzi4oHvx2IxY+9hwy765ZnQy4ZdHFM8HkculzPPRftPIpHA0tU7UY1I45pxcByOnQw8E58n3GiLCw9G5GnRoS2H5TsNFkxCMG1HfK7wjoFcZEjRLyv+KIqiDBf6Rfi//vrreOONN9DS0oKZM2eipaWlP26rKIqyV+xLMi/QfbMuoMviw+g0E1slFOxh64psTsV7EZbd5D1isRgKhYKJelNgU3h7nmfKhqZSKRSLRSP+bds2CxJW3+HzcDzVahVLXy9GzsGsiV2ddSngS6VSYEHCuY3H48bjz2d0XdfYkaIWXYzoMyFazgXHyOeW+Qvhkp+KoijDiaaGOzZt2oSTTjoJ06dPx2mnnYbjjjsOY8aMwTnnnIMXXnihmbdWFEXZK8LJvHtqCempfCcbdbHSDJNkw8dVKhVjr5H2HiBYxlIuMBjdlvdnEi3LcbJDLxcU0iZTqVRQKBRMFD6d7my8xXEwiZbnrN5YwI5cfbj/oJHA2Na4KUsqOxNzfOxZwEo8HKOsHMS8AD6fRHr15SJI1vDnaxKZE6AoijLcaGrE/7LLLsOiRYtw0UUX4T3veQ9838dzzz2Hn/70p1i4cCG+//3v49JLL23mEBRFUfaIcDLvnpZ7DDfriuq+SxHM60d18qW3nyKWUW8Z7Zc2H2ltYdJrsVg0CxlGyJlUyxKetMWUy2WzOxCPx5HNZgHAVPjhPaQV5/kGSb2zJybhOI5ZaMgKQ1xAyN4A3HXgfMjSpVwYhaPz4URnWRFIJjBzLvg6Pw+1+SiKMhxpqvD/4x//iM985jO45ZZbzGuf/OQn8a1vfQv/+q//is997nOYOHEizjzzzGYOQ1EUpVfsSzIvEIz2NyrfKe0umUwm0gokq95QDMtOvVH34vVl+UtZOSebzaJQKJgxAEG7THt7O1zXNUnG2WwWHR0dZk6kpz6ZTGLbrgJeXe/WzUE6CUw/KGH6AkjrkYz88760FHExwPnvrvKOBcvMDeeF95HHh3du+LrafBRFGa40VfhbloV3vOMdda+PGjUKN910E15//XVce+21KvwVRRlwwsm8e+rrBxoLTULRTxEt/emkVquZKDkj/DymUbRfNqlieUzP8wLR/3g8bl5jJ1yeW6lUTLOuZDKJlpaWQGddWnxoTfJ9H8vWFCM79c44OAbHTiGdTgc68zIaLyPzLGHKCD3HwzwDx3HMAqxWq+Ebn5gZqDQUleQsS3ayFKjs6MvPRlEUZTjS1L3O448/Hs8++2zD9z/0oQ+p119RlAEnKpl3T60g4fKdUQm9FLQATCfcKCsQI/Kyig/HReQihZFyVuuhaOdxmUwGruuaMdA7z+vn83mUSiUkEgmkUim0tbXBdV0zXlqFqtXq2428ylgaafPxMXdSCo7jIJFImIUOx0X7EqP5mUwGjuPUlSTlYoWVgzi/ch4o5uViQkb0mcMA1FdkUpuPoijDlab+9rvqqqtw77334v/9v/8X+f727dsxevToZg5BURSlW/Y1mZd0F+1nlJ0ReJafjCrfyeTbsP8/HO2XeQgyqp5IJMy9ZI8A2nw8zwvc3/M85HI5I8ZbW1thWZbJD+DuhFwsrNrkYXchmDQLAIeOsTCqNYlMJmN2LWTHYfYOADoXPrZtm2v7vo9UKmXmSyYeM9eB88F545yEF12cb1mqNLwjoCiKMhxpqvA/5ZRT4Ps+zj//fHz0ox/F7373O2zbtg27du3CQw89hOuvvx6XXHJJM4egKIrSLfuazAvUl+8MC3o20KKgp4AOR55Z2x+oX4DIcUmbD+8vo/0yUp/JZFAqlcwYwuUxC4UCyuUyUqnOSH1LSws8zzO7DoycMyehXC5j8Wv5yHmYfWhnJSDHceC6rhHgrNQjKwyl02kj9GX9fc4jx8mFAUW+TM6l/Ug26GKzMR4X7virNh9FUYYzTfX4f+Yzn8FLL72EF198Effeey/uu+++wPtHH300jjnmGKxfvx4TJkxo5lAURVHq2NdkXqDn8p0U5YxKp1KpyHtVKpW6aH84ss37haPbXCww2s/KQbTu7Ny5E7VaDa7rmp4BtPiwkk8qlUJrayvi8Tg6OjpMNR9G4znmrTuLeG1jfVJvi+1j6viUae7FZymXyyaxmNeybdsIf+4I0F7leV7AoiNtTw8/uxmlCpBNJ/HR9x5udiw4L1wkSG9/KpUK7MaozUdRlOFMU4X/jTfeaP7+xhtv4IUXXgh8LVu2DB/84AcBAG1tbZg1axZmz56NH/7wh80clqIoSiCZt1GTqN5ep1H5Tka8w+U7o6xAskkWrTgkHO3n/YCuxUs42l8ul5HJZIx9iAKauQW1Wg35fN6I5JaWFqTTaVQqFbiua3zy0ppTq9WwZHUBETm9mDUhgWwmg3Q6jXw+bwQ455V2nVqtZkQ/X69UKshmsyaiL/sFsIoQACx66S3s7ChhdKuNvzt9pskH4KKKicpcKPEecjdGbT6Kogxn+qVzLwBMmjQJkyZNwtlnn21ey+fzeOmllwKLgZ/+9Kcq/BVFaSr72pmX9BTtZz16CnqK4PBxnucZAU+Lj7S0yLHJ+0mbC0ttsitwItFZUjOfz5smXLJhVi6XM75/WnyAruRilv2keE6n06jWgMWv5ermIWb5mDc1Yzz7xWJnN1+eXywWzeKEVYNYqYdefM4Jn4din/adwJxZ9ZWMZAMzzl8ymQzMl0b7FUUZ7jRV+N96661Ys2YNvvWtb0W+n81mcdxxx+G4445r5jAURVEMUcm8eysIu0volaJfitfwcRTlLN9JoU0aRfu56JBNq2RCbTqdhu/7KBaLRshnMhlT6pM1+hOJBNra2oxfXpbw5Li5S/HCmnYUvPpOvZPHWhjV6iCZTAYWMRThXAj4vo90Om0ah8loP21KMseBgj4Wi5l8ADnfLE/KnQUmEXOBwR0AosJfUZThTlN/C956661YtWpV4LXPf/7zyGQymD59Oh544IFm3l5RFCWArK4D7H0yL1BfvlNGpGXXWNn1Npz4Ky0+9NnLhUF4kSCTesPX5i4Gk2kZeWfCcDKZNIsBz/OMNz6VSploPwAUi0XEYjEUCgVTUpOi+y8rOyLnYv5habNokdWDgK5OxbQitbS0mGg+rUSO4xiRzsUCYa3/IJaZA+YNMNrPOeaOgtp8FEVRumiq8F+9enUgmv/MM8/gxhtvxOzZszF69Gh85CMfweLFi5s5BEVRFENfVPCR1yJR0X5G5LkoiIr2UxQzUh0eT3iRQKEv7UMUtIz2yyZbxWLR7DxwUVEsFk0ln2QyidbWViSTSXN9WoU8zzPWoEwmg03bPbyx1aubhxHpGg47KG2uweRc7ibICD6Tehmlr1QqSKVSdV1+ZRlTXldG6y2raw7K5TIABCw+TBQONzlTFEUZ7jT1N6HneYE6/ffeey/Gjh2LP/7xj3jqqaewcOFCfPOb32zmEBRFUQBEV/DZ2whwd+U7pejnvWhXCe8K0ILDSjc8Hmgc7ado5v0Z2ZYlPaVthjsAMtGXot5xHGSzWTPWYrFoavjT3sNxPbVid+RcHDUhgWQyCcdxzP04FllP3/d9ZLNZU/WHnwej/TyWuQAycs/3w59BOFcjnDytwl9RFCVIU38TTpo0CatXrzbfP/jggzj33HORTqcRj8fxt3/7txrxVxSl6UhbDLD3ybxAfUJv2IPPRYEU/hSw8hosd8lSlmGhH1UWFEDAqsRzZMMuRshd1zU2H8dxEI/Hkc/nTUde1u1nSc1YLGYWIoVCwYjvdDqNXKGMF9bUJ/UmYj7mTMkYwZ3L5RCLxVAsFo39iHkC0mrEhUE8Hg8kFfM1Wc4zKNiDCyHOH21EPF7eG1Cbj6IoCmmq8D/77LPx4x//GC+99BL+53/+B2vXrjXlOwEgnU5j69atzRyCoijDnHBUuF5M7hky2i5FqkwaZuSdx4QTiGlzYXSbUfDuov30sctrM9rP61H8uq5rXqPgZtIty3qmUilkMhlzHseTy+XMPFGUP7+qA5X6Rr04fLyF1kznAqJarZp8Be4y1Go1M9+O48C27UDuQyaTqbMqSbtO2NvPKfH9rqRozr2c53C0X5t2KYqidNLUqj7//M//jPvvvx9HH300AGDatGn4wAc+YN5fvXo1xowZ08whKIoyjOnLCj5A9wm9XBDISLP095NqtWosLfTey1rzHKeE0X520ZXHMNpP0UxBzEpBmUwGAEwt/2q1CsdxTLRfVt4pl8vG5sPmX+VKFc+80h45H7Mnxk13XXbq5Z98for3TCZjdie4K9La2mqez3VdY4niNcOVfboi/r7ZIWCEP1wqVX5OavNRFEXppKnCf/To0Vi2bBnuuece7Nq1CxdccEFgu/vBBx/EnDlzmjkERVGGKX1ZwYc0SuiVybaM4tdqNeNPp/CUDb2kBUYmr0Y19+KCQ9bVl5V8uIiwbRuFQgFA5yKB4p2Rfs/zjLDm64yQV6tVFAoF0zArm80CAF55s4Ddhfpw/8EjajhwVMZ49Fmr33Vd01OAz8KFhEzEtW3bPAvP5VjYZIzzwOc96rDRaC+U0ZJOoFQqmV0SKfy50yA/d0VRFKWTpjfwymaz+NSnPlX3+vbt27Fw4UK8973vbfYQFEUZhvRlBR+gcUKv9PNT9MtqPvK+4dr+LJMZFrjh+wIwCblA1+KAeQL0xsuqPIzsM+GWuwy2bQe8/Uy8LZVKyOfzpmZ+JpNBuVzG069El/CcNaGzfGcymTQLC1pv6LlnJSE29mKJT0b7KdJlTgEbjFH4c86TyST++aJjUS6XUSgUzFhl1+VwEzB+VoqiKEon/da5N8yYMWNwxx13DNTtFUXZj6HIBfa9gg/QfYdeucAAuiwm4YRdKchlh16OkdcNj1N6+MNRbS4weD3XdQF0LRJYG5+2GIpqKfqBTqHc0dFhrkN70OadZazd4tbNR6vtY+qBnbsGsVgMu3btMrX7uQBh1J51+GX+A/MOeG+ZtyCj/VxIcQHFz0EuIDgGzgt3SDivKvwVRVG6aPpvxLvuugsLFixAW1sbJk6ciOeff77Zt1QUZRjTl2U7iYz2yzwBeS/ZRCrs7ZcNvWQ3XEmUSOUigY2u5PPISj4y8Ze2IIp7eQxr5ksrDqv95PN5ADB1+8vlMp59NTraf8T4zt2ETCZjxue6rlmIUPDLP/k8rBTE5+/o6LqHbdsmJ4CLBen7Z/6CLPnJ60cl9aroVxRFCdLU34p33HEHPvaxj8FxHFx44YXYuHEj2ts7k8S2bt2KCy64QMt5KorSZ0SV7dxX8UfRDgStOPJ1eSzvy+g9hTdFPG0wtNj0FO1nQi7tRbFYLND0i+LY8zxzL0a+mWzLWvoUysw/4Jx1dHSYSjzZbBbJZBJ5t4plr0eX8Jw1IWF2DnK5nNlVoDi3bdtYfbg7IbvysjdAuVw2CcuyBj+AgK2KOx20FHGeOWdRSb18X1EURemiqcL/u9/9Lk4//XQ8+eSTuPbaawPb4QcccAA2b96Mm266qZlDUBRlmBAu29kXoh+ITugNVwtipJkJqjLaL5NvZRlOKfqjvP0si1kul837cqcBQCBRmD5/dsylvUeWDOXY2DsgFovBdV1Tf58lPMvlMha/lke1hjoOG1tFW0sa6XTaJPOyX4D03MscBt6T0X5G9bmoofBnojATl2Xibq1Ww1dveQZX3boE19/3qtk1kR7/sM1Ha/criqIEaarwX7VqFc455xwAiPwFfOKJJ2LRokXNHIKiKMOAqLKdfRHtbZTQK339FJyM/rOCDc8P7wzIKj/h0pwSRrdZ8UdG+yluGS2XXXK5AOLrcuwU3Jwfy7KQy+XgeR4sy4LjOEgmkyhXqnhuZbTNZ/aEzsi8bdtGuHueZ8Q5K/U4jgMg2GmYtflp42FOAncHOG/cJZAdjz3Pw+YdRWzcVsTWna4R9tIi1SgPQ1EURemkqcJ/1KhRxtoTxaGHHoqNGzc2cwiKouznNKNsJ68b3kEAgqU7KTwpbGUTKQpwLgpov2G0n0RF+9nZl0KWPnZeS1b04f0Z5ZcdeCmeaaHhuPgspVIJu3btMrkD2WwWtVoNL63Joz2yhGcVB4yyzW5BLpczuw58Bjb9YrMuLla4GOC9eR7ngAsGfs9x8vhisRgYC+de7uyov19RFKV7mvqb8dRTT8Vdd93V8P2Ojg795awoyl7TLNEP9M7iQwsLBaysPiOr2NDPL68jbT9haJ2R57BMKMU/LUCsjc/XaLkpl8tmLOwMzMUDG3flcjm4rmvsMqzt/9SK6IDNzPE1U8LT8zyUy2W4rmu8/bTecMxhIc5nDe8C8P7hBF2ewzr/YeQ1w7X71eajKIpST1NV95VXXonXXnsNF154YV3k3/d93HPPPZg2bVozh6Aoyn5M2HLTFxV8gOgOvVxkENlAi9/z/hToUsBSxDMKz9fDwQ/W1JfRft6fz0qxzrHG43GzAJJjpwCmEJeJsrVaDTt37jTjor9+5focNu+qIMyIdA2HjU8ZgV4qlUzUngsTVvlxHCfQSRiAqSYk7Up8HlqAeJ1wczOW75TIZ+M8yM9GURRFqaepwn/GjBl48MEH8cgjj2DevHmwLAu//OUvcf311+PEE0/E888/j4svvriZQ1AUZT8lXLaTwnFfibL4SDHP+7GiDu02tNPIHQBGwRn157kkSqB6nhdYTMjOukDQIkPRXa1W4bqumY9qtWqi+mziJT345XIZnuchn8+bZ8lkMqhUKnjm1XzkvMw62DeLA+YtlMtlk8AbbrwlFziWZSGdTpsIPxdQstGXnBe5EyB7Mki6S+rVnWRFUZRomt7A67TTTsPy5cvx9a9/Hffffz9uvPHGzhsnErjsssvwmc98ptlDUBRlP4PlMUlfRfqB+oReWT4T6BKcbKoFdEX7eT7/DFenkWJYVumR96a3X/rXGe1n9JvCWr4m6/kziZfPQK+9XLDs3r3bRNZZdnPDW3ms3lyqm5N00sfhB3WVG2UZTinkuQDg/fg8ssa+bLBFu5MU/rw+r8typpwv+Rl3Z/NRFEVRoumXzr0HH3wwbr75Zvzwhz/Em2++ifb2dkyaNAltbW39cXtFUfYjwrX6ZYOofSVcs192iyXS9kPxyjHwNbkzwMRbmdDL60jCFh9ZeYdJu7lczkS2uaBgx1x5HY6RUX8ujDge1u6nkE6n0yiXy3i6QbR/xvgaWjJZI+BZZpTPLDsKU7BLoc6FEpuK0SoUfk7mIchdDrmjIpGfuyb1Koqi9I5+Ef4kFoth0qRJ/XlLRVH2I5pVq59EJfQyss3XWFpSlu+kxYfHSX87hWw42h/eoWATLCma5S4BPfXyPNbRlzkFtONwURJO6i2Xy6YaD4V6IpHA7nwJy9e5dXMSjwFHHhIz12HFILmLwGtwvLVazViLuMDhM3E3g4I+mUwaUc/xyso/PDeVSkGunXhvtfkoiqL0nqb8hty6dStuv/12fP/738ezzz7b8LharYY//elPzRiCoij7GWxoRfqqVj8Je/jZDCv8Gr3tFMJMQOVCgBF3jjncoTeqfCd3MSjsZfMr2YFXinkAprIOxx4W0BTnUpRXq1UUCgVzb1bkWbzajWzYNf1AHyNaOjvtJhIJcy8KbEb7+ZxAlw1HRuq5+yATkeVx4TmSVY26dkyo/K26CkCAJvUqiqL0RJ9H/F988UWcdtpp2L59u/lFftFFF+G2224DABQKBfzmN78xSb+7du2qa3uvKIoiiSqj2VdlO6OuT7tK2FIEIJBsyh0HuSABuoSrLGvZKNrPXQzuLND7z10Cy7Lguq4p08lz6LNnBF0mxMpxyIRb3qdQKJjouG3b8Mo1LFldQBRzJnaVHWW0n+PkmLiwYOMwLloY4bdtO+Df53OlUqnATgAXFtxp4Tzw8zj3pEkoumW0ZtORTbs02q8oitI9fS78r7rqKnR0dOCqq67ClClT8Jvf/AZ33nknjj/+eGzcuBHf+973kM/n4fs+Zs6ciU9+8pN9PQRFUfYjmlmrn0RZfKSYp6CmHYfHsWKPRCbeMlLdXbSflYHK5bKJyrPrLd+nh1+WwuQOgBTfMvLOJF9pifF9Hx0dHWZ8vN7yN6soloI5CAAwaQwwMhNMCmbEXt4rkUiY7r2+31n9h1aiarUKx3HMcexRwMWCtERxXmWZTx5TLpfxnnkHAQAymYxZGGntfkVRlN7T58L/L3/5C/7P//k/+MY3vgEA+OQnP4nPfvaz+MpXvoIdO3Zg3rx5+OQnP4kPfvCD6vdXFKVb+kP0hzvxyiRdoMtSxAozMqE3nMgrPf6yWRVFbXjstLOEFxkUtbwnhTLvQV+/rBwka/W7rmvuSYsNrUTcsejaIYjhmVejG3bNntA1dj4Hx8LIvOwIHP6eiyOZvCuTl2kF4oKiWq2aROBwsjB3CsK7CURtPoqiKD3T58J/69atmD17duC1z33uc/jRj36Ev//7v8cdd9zR17dUFGU/JCz6+7JBl7xHuCxolNcfCJYQDXemlWOSDa26a9ZFMU5xz3szOs570vLCaLnnefA8r655mBTcQKc1KdwUy3VdeJ4XsBS9uqmCXfl6u+WBbcABrb65tqxKJL/nwoLPFh5/Op0280jLEscnS5XKROBarQbbts0YuUCKxWKBMqiyApPafBRFUXqmKb8pw5GXCRMmAAA+/OEPN+N2iqLsZ9DCIgV4XzXoksh7UMxGNQWrVquBaD+j0CRKwEqLD68ffj4AAdEv6/ZzocHXef1CoWD+Hk4EjsVips6/TKzlYoY7BRx7PB7HUyuiS3gedUiwtCavzWRgPhvtPFwMsXKQbAwmbTkcr9xJ4cJBVvuRSb08d3e+jB3tHnZ2eFrCU1EUZS9oSjnPZ599FrNnz8aRRx4ZSGTLZrPNuJ2iKPsZzerKKwlbfOjhJ9JaE07oldFvGWWXAri7Zl1ccMg69QDeLlnpm+d3XdecWyqVUCwWjVCW5USlRQmAKZHJBUWtVkM+nzeNvjinb2wH3moP5igAwMgMMHFUDalUOrB7wftQ+NPuFK7ww7GlUikT2ecuBUt90mrEOeeCJxzVB2Dm+5r/WYIdHR7GjHBwyxXvMe+rzUdRFKV3NCVMcsMNN+Doo49GS0sLjj32WHzhC1+AZVlYs2ZNoNGMoihKGCmym2HvAeotPvSXy+8pPGVCbziBNJw4K2vmN0ropRCnwOeCgwJZLgqALvtRuVw2wp/3oYimFYgJwrFYrG4RwT4AFO2pVAqLXs5Fzs/sQ2qIxboi+hwXrynzCrjYATqFP+fKsiw4jmMWAvxcOVY5vzxf7i7wNbm7AfFjoEm9iqIoe06fR/xXrlyJZcuWYenSpeZr8eLFAICLL74Y//AP/4Dp06dj7ty5mDt3LubMmYMzzjijr4ehKMoQREb6gb5v0CXvIy0+4eowMjFXNvCSIlNWugEaJ/TKXU9p8aGwZ0UbNrziWFzXDfQIKBaLgVKYTITlWEqlUkA0y3KbxWIRnueZY5LJJDbtjmHjjmAZUgBodYDDxvpIJJKBykWyBr/MHeAXo/vMIbBt25Tx5Di4eJA7LNVqFZlMxuQ3MHmYyB0RQ6iRl6IoitI7+lz4T5s2DdOmTcP5559vXtu8eXNgIbB06VLcc889+PnPf15XmUFRlOGJTJ4FupI/+5qwxSfs65eikxFyIscjbSoUp1GNqGS0n9HwRnYdvi9r9lerVbiuG6jZz/tQ5PNcLkxs2zY7D+Vy2SQEl8tlpFIppFIpPPlCtLd/7qEW4nErYFnieLgoYqlQLnbCCbfsD8A5oOdfJvvSmhTuWyCbosm5lfYqH125Hyr8FUVRek9TPP5hxo8fjzPOOCMQ2W9vb8fSpUuxbNmy/hiCoiiDGCaxkmaJ/rDFJ9z5VdqKaI/hefI9mWzLY+VrUeU75S4Do/pSOMvk13K5bCw+pVIJrusG7sOoOwUzhTUj76lUyixKmNDreZ45fkcxibVbO+rmJ50Cpo6rBRYQsiswRT3vz2eVZTdrtRrS6bTZdWC/ATbykj0R+Jq8frhKkFxEhVGbj6Ioyp7RL8I/ira2Npx88sk4+eSTB2oIiqIMAqrVal1SbbOiuOFKQY1sRb7vm2RUWckHQCDZluOXfvSo8p0yus+ovWyCFbYMsSoQu/PSHy/LaEqxLcuMhn31hULB7BjQfvP4i9FdemdPABIxmMRgPqeMtsscA96Tz8FdB1m1h1H9SqViSnTyc6AliIumcJ8GLgCYCxFGk3oVRVH2jD791/WVV17Z63NXrFjRhyNRFGUoECX6myXmpMUHQEDMUqSSSqUSsPHQS09hyvfCzbukOJV+oIQV0AAAbexJREFUf3k8/fhMkqVI57W4ICiXy4HE4nADLb4mk2mTyaSJmANAoVBAtVpFoVAw98pXbKzc6NbNTyoBzBjfZZ+R+QUy6VY+GxcHnLtqtYp0Ol23aJCdemWp1nAjNF5HRvmlrUmi0X5FUZQ9p0+F/1FHHYULL7wQTz/9dK/PeeKJJ/C3f/u3mDNnTl8ORVGUQU5/iv6wxUcSjjIz2s9zaKlh1F8uICiKeR6FqEzolbsMFLisZCNLZQJdEW6W8qRFJ1wtSHrtZZlRGe1nQnCxWDRRd9u28dSr9aIfAI46BEjGO8U3E3VltF/68qUNh/PCPADp2WdPASBY6pNi3nGcQNffKHsPny9K+CuKoih7Rp9aff785z/jy1/+Mk444QRMnjwZp59+Oo499lgcdthhGDVqFHzfx86dO/Haa6/hueeew+9+9zu8+eabOO644/CnP/2pL4eiKMogJiz6wxH3viYsvqWwlKIfQKDePBCMbnPsQJdI7y6hV1Yp4v2lGJY9AOLxuCl3XCh0WnHo7U8mk8YTzwWDjMbTMsNym77vI5/Pm9r/pN1LYsWb7XXzk4gDRx7cZU+iB18uNJjMK/8uRT6tPIlEwrwfVSK1VCqZMqCO4xjrEHcDpPiXVYzCqM1HURRlz+lT4f/Od74TixYtwh//+EfcfPPNuOOOO3DTTTfV/dL2fR+ZTAZnnXUWbrvtNrz73e/uy2EoijKIiRL9YfHd1/eTEfWwHUd+T2sNffOZTMYsDhjtlgsIitVwQi8j1eFdBinegWDXW1p82GQL6FwksBMuBbn00/PcRCJhKvnUajWUy2W0t7fD8zwj1h3HwRPLS5FzdOTBFjK2ZRYQ4Z0IjtV1XbPTIPMT+D5zAyzLCiQkO44TmH9afLhTID8HuSiiBYqLG2JBLT6Koih7Q1P+tX33u9+Nd7/73ahUKli8eDFWrFiBt956CwAwbtw4zJw5EwsWLOjTf+wff/xxfPe738Wzzz6LXC6HSZMm4cMf/jCuuOKKPeoY7Ps+nn76aTz00ENYtGgRVqxYgfb2dowcORLz5s3Dxz/+cVx44YXqLVWUvaC/Rb/018uSnUB9ErFM6JUWH+5GdGfxCSf0yvsSCnJGsmUEHejaHcjn80gmk8jlcgGRzbFLKw/fz2QygZr57NLLBOR4PI7dXhKvbqiv5JOIAfMmxeD7tcCiRTYmS6VSxqLDqkLZbNYIeOZBsKoQF0hMSJalOmVSL+/BqkapVMrMI+dMNiu75tPHolbzTalQRVEUZc+wfBlGGaLccMMN+MIXvgDf9zFhwgSMGzcOL7/8MjzPw8yZM7Fo0SKMHj26V9f6wx/+gNNOO818T5vSmjVrsGPHDgDAmWeeiV/84hd9/o/PggULsGTJEsyfP980PVOU/YX+Fv0AjEdditBG96YthhVkMpkM4vG4ST6lmA136AW6FhNsThXuPlyr1UwdfbmDAHTaeHjfjo6OQMOuZDJpGnkx6p9IJIygp+2mra0Ntm2jVquho6MDGzduRLFYRKFQgGVZyGazeOTFKl7bVB/xP/pQC8dN6+q8y7nhmIHOKmzFYtEsAAAgm82aZGLadlKpFGzbRkdHh6kqlE6nAcBck4spzi8XWdxh4Ti4+yIbo3ERwWRrRVEUZc/Y6+yoWq2Gl19+Gc888wxWrlzZl2PaIxYvXozLL78cAHDzzTdj3bp1WLJkCV5//XUsWLAAK1aswGc/+9leX8/3fUyZMgXf//73sWXLFqxevRrPP/88tm/fjjvuuAO2beM3v/kNrrnmmiY9kaLsfwyE6JclI5lMC9Qn83J8tMXIpFMeF84RiErolfXpww3CKGBl3XugS+BWKhW4rmvEved5JrlWjpv2F9bztywL6XTaRN2r1Sp27dplyoAymr49H4sU/ck4cPSkeCCaL3sFADDCXuYzsAkXk52ZmE0BzzlgfoCswMPv+Sy8p3xOudsgdwsA9fYriqLsC3ss/MvlMv7lX/4Fo0ePxuzZs3HCCSdg5syZGDduHL75zW+ivzcQ/u3f/g21Wg0XXXQRLr74YvOPy8EHH4yf/exniMVieOCBB/Diiy/26noLFy7Eq6++is9//vM44IADAu9ddNFF+OpXvwoAuPXWWwP+V0VRohkI0S/99bL8ZVQyLy0+FKv0nssqNFE5AuEmU7SrhDv98rqy+61sCFYqlVCpVEyEv1QqmV0C2diKY+BigHYZLlIAIJ/PI5fLmVKgbML19Mpob/+cQ+NIxqrmmSnEw8K9VqvBtu1AozBZ7YiiP5lMml2CUqlkFiTS0iMr/8i5ZBRfNjOT5/K+Ws1HURRl79nj36DnnnsuvvOd76C9vT2w7b19+3Z89atfxSc/+clmjDOSXC6H//3f/wUAXHzxxXXvT58+HaeccgoA4L777uvVNdva2rrdRmb34R07dpi8BUVRohkI0S/99RTbUqyG83MYHWdUW3aXlWVApfiMqtkf9vXLBFxp8eHxrHBTLpdRLBbNNWl9YQlOACYizig855Edcrkw2LFjB8rlsjkumUxia4eFNVvLdfOUSnQ27EqlUmaOKMC5w8F5kBYfjp2injkQPKZUKhnBLkuWyoi97Asgd0H4ReHPeee5i17cjN8+8wb+uGT9vvyIKIqiDFv2SPjfd999eOSRR+D7PqZNm4Z//dd/xX//93/jn//5n3HwwQfD933ceeed/Vaac+nSpfA8D7ZtY+HChZHHvOtd7wIAPPPMM31yT1aqAGC8q4qi1DMQoh/osuXQWkPxHK7gwzHSXw8Atm2bSLa8FhC09UTV7JcVfxi1ZuScYp7j4fuu65o6+6lUykTzXdcNVO+RliHmEaTTaZMMCwC7d++G67omiZji/JlV9aIfAOYeGkcy1tUNmNF+WnAo7OUiiM8mm24lEglT95/J0dxt4PUo5mWXX5koLT8jAIFyqhT+lmXhjodX4Mb7luG2Xy/f658PRVGU4cwe/St81113AQDe97734cEHHwwkt1511VU45ZRTsHTpUtx99904+eST+3akETC34NBDD20YpZ86dSoA4NVXX+2Te/7sZz8DAMydOxdtbW09Hn/zzTfjlltu6dW1tXuxsr8wUKKfkW8ptoH6Cj6kUCgEouO2bQe60ErxGSX6KWLlAoHvMfJNywuj2xxTqVQyCb9hewsr3Eg7YblcNnNo27bZmeB9du3aZRYyFOtb2mNYt82re2470dmwy7btgI8+lUqZPgN83bZtI+gp5mUuAEuFVioV02ysUqmgtbXV2KGkvQmAWWzIOeSiQNqqON8yL0JRFEXZe/boX+IlS5bAsix873vfq6to09bWhuuuuw7vfe97sXTp0j4dZCNYZae7ij18b+fOnft8vyVLluCmm24CAFxxxRW9OmfTpk1YsmTJPt9bUYYKrFVPmtmRV0LByYgzxW+j5mCy3GUsFkMmkwlEnLlwkQI1qma/XCBQGMvIu4xw8/dmtVpFoVAwFiP652OxmPH6S58/FzK09jiOY8Q30Bnt9zzP+Ot5z0Wv1ot+ADh6cgJ2EoHSozI5WS4E5I4HI/sy2s8dgHw+b3YxgK5OvbQOhS0+MqdCfkZ8Zn7JSkyKoijKvrFHwn/btm1wHAczZ86MfP+YY44xx/UH/AdGbneH4T+0snvl3rBlyxacd955KJfLOO+88/DRj360V+cddNBBmD9/fq+OXbFixT6PU1EGkoEU/bTayCTaqAo+QKfwzufzRtSyMg6vFa7BL6P9smY/r0VYDYeVehjhDze7KhQKJtrPxYNlWSZaz10EWSWIr2cyGaRSKcTjcRSLRXieh3w+b8pfMt/gjR0xbN4VfA4AsJPAnIkxxONWQNTTqpNKpeC6rvHtU4BL6w4FOxdM9Pbz2bPZrJl3nk/rkLym7JMgE335FVUVSFEURdl79kj4e56H8ePHN3x/xIgR5rj+gN0gGbWLgmPZFz/+7t27ccYZZ2DdunVYsGABbrvttl6fe8kll+CSSy7p1bGs468oQ5GBEv28t4ywywTUKHK5nImWp1Ip87sEgMkNID1ZfAgj8KzSI8U63wc6AxaFQiGQQMskYNay5yKGNiTppU+n0yZizt4DXEh0LUrieLqBt//Yw5JIxrvKarquawIkMrGXtiff91EqlQJ+fdqo2DGYlinmJjiOY3ZIuJvAXY9wxSKKfz4ndzikxUej/YqiKH3DkDZNjho1CkCX5ScKvsdj95RcLofTTz8dS5cuxaxZs/Db3/62V95+RRlODKTop2CmCKdlpVFOQT6fD1THaWlpCUSbZRUfIqPeQFeZTpnwalkWXNetE/2MWrNiT0dHh5kv27bNuD3PM155Cl8+GxtlOY5jxDiTkin6pRXp1c3Arnx9aeVWx8LsiXEjuvkMFPOyhwAXGrQgyeo+jPY7jmPEPfMAUqmUSUDm3HFXlvMh+wLISkt8bs6JjPgriqIo+86Q/m16+OGHAwDWrVtn/iEPs3r16sCxe0KhUMCZZ56JZ555BocffjgeffRRjBkzZu8HrCj7GbI5FelP0U8vvhTbjPRHWUNYRQeA6Wgrm3HJCL48P2zxocDmcfF43PQCYJUavg50Vfnp6OgwdhiZzFoqlUxkm6KYeQKsxZ9Op00knfkJxWLRWJZ4bKXq47nX6y0+APDOI2zAr5rFEa1BtO7QcsQcAh4jd1Eo1untZ/MxWi8dxzFdhGWlIFkZSNb0l7syMqdBo/2Koih9zx4L/y1bthhPZtSXZVndHtOXlT3mz59vqlA899xzkcc88cQTAIDjjz9+j67tui7OOecc/PnPf8bkyZPxhz/8oVubk6IMN2QyLaEg7M/7cwz8HdNI9JfLZRQKBfN9uBymjOCH7yMtPkBXxRmK4HK5bIQ/xSq99lww0I/Pc3keffysniNFP9C5kMpkMkaMU/Qz2i+tSbVaDS9viqEQ4bYc2xrHEQd3LURc1zWLDKBzQVMul81n2NLSEsg54sJAVvLhDgHHy7HKhQgtQ/yeVYw4d3KeuVjgnDdKzFYURVH2jj0W/rLawt5+9RUtLS14//vfDwCRJTNXrVqFxx57DABw/vnn9/q65XIZH/rQh/Doo49iwoQJeOyxxzBhwoS+GbSi7Acw0h8WwP1pyWAyK8Ury0xGiX5W0ZG+/kwmE3g/qhN32OIDIHAco+WyF4C0+PBcz/PMMdVq1VhmarWasfjIpFZ27wWAbDaLVCplbEGu66JUKpmqQLLJWKEELFkb3VH8pFlpVCsVY8NxXdcsfFipp1armURnLjI4B7ZtG7sPOxtzwcNoPzsJM0eBiyBpQwK68gvCwp+fq2y4piiKovQdexR+v+aaa5o1jr3m6quvxq9//WvceeedOOGEE/DZz34WlmVh06ZNuOCCC1Cr1XDuuedi7ty5gfNOPPFErF+/Hpdffjkuv/xy83q1WsXf/d3f4eGHH8b48ePx2GOPYcqUKf38VIoyeJEVdIAu0d+fVVfYDZfWFArRqIUHa9vTDphIJNDS0mLel6U7AdRZUuQ1ZeCCiwyZM0DBzOg5E4Bd1zXjlQ2zeAwr9CQSCXR0dJi5dBwH2WzWJN92dHSYkpms308PfqVSwZI3LJSr9cGViWOTmDCyhkqlcyFSKBQC/nkmGMtcgmKxaKLv9PLz2dLptPk5cF3XzFMmkzFRe0b72WuAcy0tPOEFFXM1ZCKxZFSrHfhTURRF2TOGvPA/9thjcf311+OLX/wiLrnkElx77bUYO3YsXn75ZXiehyOOOAK33npr3Xnr16/HG2+8gV27dgVev/fee3HfffcB6PxH95Of/GTDe99www2YN29enz6PogxmKJIHUvQzSi4j7I1EP6PnFJ7xeLxbXz9LVfK9Rs9Fsc6oO1+Tya7y/nKRwntwpyKZTJqIOS08tNu0tbWZnQwmBZfLZbMjwHtXq1XsyAOvboreUT3pSAflsmsWHcwx4Lhpl2IvA9u2sXXrVrNA4c4Ay4jG43Gz8Mjn8+Y5GO2nTYfPwWfnIo1WqLDw5wKKi5Hw/H/v/7478vkURVGU3tH8Vpr9wOWXX47Zs2fju9/9Lp599lls3boVkyZNwvnnn49//dd/DUT3ekKWIl27di3Wrl3b8Njdu3fvy7AVZUgxGEQ/S0tK0U8xGjVeRqSZA+A4TsA+En4eGelnFDvctIuilPYdLhBYMph2nVgsZrrzUqhT9FNoszsvFxu5XM5EwjOZjLHOMJHX931jWaJHn+N9ZrUFH/XCf9ahDsa1+CiVLNMrgM3E+CxM7k2n0ybXIKpKD6P9vG8+nzevc9Ej7VScJyYxc4EmexrIOZM5B2rzURRF6Xv2C+EPAKeeeipOPfXUXh/fSNB/4hOfwCc+8Ym+GZSi7CfIcplA44hsM/F9v67bbneinyUmZWRddhwPd9zlPXi+7CTLvzNiXalUAg3AmHhLDz9tMPySJTMZcU+lUmZxwPKcfC7HcdDW1oZUKoVKpWIsPuz0CyBQ43/tNh8bd9XPWSIGvGumg0rFNQm2pVLJCHmKa9pyaFVip3PZgIxCnnPHRYhM1KU/n82/gK4eC+E8jLDw5+fBnQIt4akoitL36G9WRVG6hZVzSHflMpuJtOxI/3gYin5aYig4WYVGHkNktJ8iFYCp0sNjmARLIQ7ANNXiNVl7P5yHwAUIvfTJZDLg02eTLOYgcFHDrrzsjgvA5CzEYjF4pQqeWxP9WRw3owV2rCsJmzuanDc+WyqVMrYi7i5wvOl0OmDdYXUeWnzCpT4BmLlmJF8244rqxBu2+Wi0X1EUpTnsNxF/RVH6nnBjrr4uydtbKIyBYHQ6jCwxytKY8Xg8sEjoydfPe1D0S2860GnH4ZwkEglks1kjXOUiSdbr5wKEYl3uDrAqDsVzS0uL8dp3dHSYxQHzGpgzQNG+fIOP9mK98G9NxzF/chx+rVNQczFESw6r9FiWhdbWVhOFl8nKXIjISkVAV+4C8wM4N7LGPysHcaHAxU5UtF/uCnRXwvPG+5YhVyijJZPEP3746O5/aBRFUZQ6VPgrilJHVI3+/mzMJWFVHIpyes7DyBKjtM0wSt2oXj89/IRWEwp7ClRZwUdajVpaWkzdfQprORZaeehxp7ee92IOACPq6XQara2tSKVSRuDzmeSOAsf01s4Clr4ZvXH7njmtsPwyym8/r+u6xlsvbT4tLS1mx4LlOZm3kM1mA+fwi8dQ1Ev7juM45vlkoi8XNnJeeZzsxdDdbtLzK7Zg+24XY0Y4ke8riqIo3aNWH0VRAoRr9AP925hLUq1WA6I/7NMnssQoPfMUrOx2CyCwmAn7+llqkzYdRrEpWNmAi+dms1lTBpM7EhTM9LpzTPw7FyAU4vTsszJRa2uriaJzkcHcBtpvKKZrtRqefd1CpYo6Dh5j44jxViAfoFqtGqsS5zAWi6Gtrc0I+EKhYCoM0R4lhbvME+BOCeeZOyucH9lYjLkDfE8Ke/mzNlCLS0VRlOGCCn9FUQyM0oYr9wxEoiXr70tRyGiyRIp+Wm0oRtPptBk7BT2heAa6fP2MPjMaTiHquq5ZgFD027ZtLDisNMR6+rImPaP+MpGW0Xxp8eE1WSaUz8TFDJNfKZxf3+xhzbbouTt9fltg0cBnYrJuKpWC7/sYPXq08dyXy+XAfNMKRH8+o/rcdaB3nxF6Ruv5mXCRxCRsiv1wXwTOl7QJKYqiKM1Bhb+iKAC6mmINBtHPcpVS9DPJVCJFP0U4/eWyCk3Y18969nxPHkOBS685PfgcC0teAoDruvA8zzTikrkCzDGQvn5G8wuFAorFYiDxmD57LjK4ayCbdXF8pXIFT70WPXcLprdiXEvQGiRFNz3+LS0tJgnX933kcjm4rmui92zGxXnkQkdG+2UzLpYzBboSwpmoK/MxpLDnc9VqtboEYUVRFKXvUeGvKMqgqdwDwHj0GZ1n/f3uRD+FNkU/6/vL4whFqxT80p7D3QJZq59zk06nzVhY/YbXpqClsJc7CuFqOLTesAxoW1ubGQtFfzweN1F47lY4joNqtYqla6vYXayfu3QqhvfMbjE7BNyloPWJC7lEIoERI0aYiL7sE2BZllkQ8Bz+LHBsXFRwVyCdTgc6EnOxIct6AtE2H5m7oSU8FUVRmov+llWUYQxFcbhyz0CKftmYipHksCAMi34m0MoEU+nrl8m8snRnuCY+o84stSnHYtu2aXpVq9WQy+XMGBKJhNl1kALa9304jmMi5xT9nueZcp3ZbBapVMoIdS5gfN83x7P5lWVZ2JmrYMnaGqJ4/4IxQKUYyDngWORctrW1mdfYfdd13UCTLu6aAEBraytc1zU/K4zmcxGRTqfNvWhz4gJMVoGSnyMXEDJPQIW/oihKc9HfsooyTKGfP1y5ZyDKdXI89KMDXbaUsBgM5yFQmFP4y3PCybxMOgWCkX6KdyaxstoOE1TZQZdz097ebmwqPIcNrVj/nsm01WrVdMMtFAqmDKZt20ilUshms4GSnRwn7UB8znQ6Dc/z8NjyMioRuv+QsTaOmpgw1iNaclj+NJ1Om4pIjuMYsV0sFgP3odWJCbnZbNaUHZU5EVyI0KJEqxTFP8+XC0juisgkbC6KwmU+FUVRlL5Hf8sqyjCkkZ9/oBIr6R2XTZwoTsPHyQi+TNgNN/UKv5dIJAKiX15Lin5G5LloSKVSgeuy8g2tO0yULRaLgdr2FLO0/ORyOfOM6XTaVPHh4oL2HOYVcBFRq9WM3/6ldR427PQRxdnvGINCIW9EOs/lYo7z2dLSYj7vcrlsnoc7AEwwltH8fD5vGohJ+1IikTBj406AnBdZ+1/afPjZMHGY91MURVGai/6mVZRhRiM//0AJL1kZh+OJ6sobFv30kxOZRBruzEsxLs+j8KTgl6Kf70vRz/r1smsvLUWFQsH4+svlcqBWfyKRQC6XM4sJNh+jPUZ25U0mk4FSngDMzsBbO3N48tWuZ5Icf+RIjEpXzPgZ7fd930T4aVPin2zWJSv58HmZV5HNZk1/AmkJ4yKxpaUFAMxig5F/3kMu3GS0P7wzwEWHoiiK0ly0gZeiDBOimnINVCdewp2HsL0nSvTLBF2+Fq7vz+i6FP2JRCJwrCxFKX3o7IrLyDXLXtL3XyqV0N7eHvD8s3lXPp8HgEB5S+4WlMtl5HI5EwmXCcKyMRc98sVi0ewo0G9fLpfxx+UleBG6f2RLEicfmUY+3x5I0gU6FybpdBrZbBZAZ7MuCvNyuYz29nZj4UmlUmYByM+A3YO5MOHikHPDZGPuHnGBJUuXknBZVZl7EE76bcRJ8yYgVyihJVPfwE1RFEXpGRX+ijIMCEfLgYFvlkTBKEWjLMEpj5NCPizuaU8J+8z5HiPLvJa0/1Dsyog2vfmM9LO6DhNtga6FRrFYRHt7uxHttMfIZmC7du0yuwyZTMZE+gEEhD+rCNFWw34BsVgMy9/I4bUtEZ26AJx93BiUvYIR57Qu0d6TzWYDfQm4w7N9+3aTC8DjuWuSSqWQTqfNbgQXByxxymPi8ThKpZJJrmYyM/36sowo35cLL1kOtDd86qxZvTpOURRFiUatPoqyn0OrxmDx88sxSdEvu7vK48K2JFmeUyYAy0o/fE8m83KhQShyORYuMFizniKXop8dbZPJJBzHged5aG9vD9hWWOuenvVcLmeELq0xLBtKIczIfrVaNZWCuPhIpVLYlfPw6Itu5DwePbUNB7V27piw/r9M6G1tbUUqlUKtVjMLDi5YaE+iHYiWIlYvSiQSplwpo/3cIXIcxywmOC8yL4Dfy8+Nn6fcbWG0X/39iqIo/YNG/BVlPyXK2iM7sA4UFPOyFCajzXJcjDYTintGtWUCaTjSTzHJRQOtQry+FP2yiRRfp8hlTX7P88xYU6kUKpUKOjo6jA9flu2koM3n8+Y8oNNmw4o/tBZxYUKLD/32yWQS2WwWtVoNDz+/G4VSfUJv1onjlKMclEpFU4VIVuZpbW01EX5ZejORSGD79u3mXrQssRY/RT3tRryuPJ+LNOYt8PrS4iPFPEugMgmYcLGgTbsURVH6Bw2zKMp+SKNSnQNVnx/oqr1P4d9I9Ef1FmAUWYp+JskC9WU7ZQUfWSYTgLEUySo1tOZwJ4TCnJV6qtVqoF49k3VlpF+OtVgsIp/Pm2uzog7977TycGHCXQVG/ym+X1xbxKpNwdwGcvqCUYj5XY26eE0uGthhmBF9oNPz39HRgY6OjsBiJpPJmEUPz2HzMC6YODes8c/8Bs65TBAPe/vlAoefk1yQKIqiKP2DRvwVZT8jHCmnEB5IgSVtOBTpFJJh0R/epWDXW/rMpTef4jks+mWyrOd55tlZ1YaLD+k1l5F+2lu4UJGCmJVweA9ajbg4YIItcxG4sCmVSkin0+Y5ARjhz/r+HH82m8XuQhWPLN4VOZ9HTmrBYWOrKJXKgZ0F2pTa2trMooiinzsV7e3tpqMvbUu0KDGnQC7QKPK5M8AdIy42OHdMouY8E+Y6MOIvff/hY3vi0v/4A3a0uxjd5uCmK07t9XmKoihKJyr8FWU/YbBae6To55+NRH84F4FiUjaPYmSaoj+8M8DIsu/7pj490CX66eWXSb5hew8TVin6k8mkifQzCs5IP4UtFxz5fN4ksfJZWcaTtiRWCeLChKVAY7FYZ4lMy8IvFm2FV462+Lx3joNy2TXlO7kL4jgOWlpazAKD0XbOdUdHBwqFgpnncPlO7oRUKhVj4+Fx4SRq2px437DNin+XOxuyudne2HzcUgVFrwK3FF3WVFEUReke3WNVlP0AJq4OJmsPEOyyGxb9ckES7sZLMS4bW/GZUqmU8e+H6/gzqixFP7/4Pm1E0u8v7SiM9MukY8uyTGSdnXEphhnVr9VqKBaLALoahPF1WSpTLlhKpZJZKABAJpNBJpPBE3/dhTVbSpFzetbCkYj7nWOkD5/3yGQyaGtrM+KbybP07EuLEm07HBNtTBT8FPZM5mWFI2mRCidXAwiIeYp8LsS4aJALEkVRFKX/0Ii/ogxhoqL8g8HaAwTLcMoymOHxhct1cpeC3Xz5Hm0sFJPhSL8sFel5HgAExD3HwQo7tBtRhHJRQNEvx8l69xT9mUwmkDMAdNp1KMLL5XLAysIKQXxeimdZCtNxHLS2tmLN5jweXborck7nTW3BxFE1FIulwAIllUqhpaXFlO6k8OdCi3kA7AZsWRYymYzx2DPaT7EfVWKVdiBZGYm7AHLBFvb383hG+cvlsln0DfTPqKIoynBDhb+iDFGiavNTYA50lRQZjafwo4iWoj+qco8U/fJcRtjDCwUm/nIBRNEvo8rsqMsoPK05FMcy8RgILp52795tFgSe5xkbjbQiFQoFc0/ZfIu7Lhw7ffGlUskIcenrd0s13POnrajVO3wwIpvAyTNT8DzX5CBwEWPbtmnUJSPusuIRS4tyt4U7JyzfyfnjHHLe2HAM6EquZtReNiLjnMgFDz9bGe3neyr6FUVR+h/9zasoQwwKuShrzGDx89PeISvCSNEfVbmHthrae2SDLkado0S/tM5I0c8/GXVm8qsU/dwhkGPm4ikej5uSnRTqrGgjrUPslGtZViABmUmv6XTa+PwBBHIIOKaWlhYkk0nc98QW7MrXN+qyLOCsY1th+WWzgJE5Dy0tLSaCT8HOcUj7Enc6KOTp8efYuXDhM9LmwzmW0X7ZYZn3khF/WcGH88qFh9p8FEVRBgaN+CvKECIqyj8YEniBYHIuFydSiFJsd9dFWNp7wlaTsOiXkXxZIpSCUibrUmCzQVc44VTW8ec1Ojo6jKgvFAqmOg6Fc61WM9F9joNWGT5TOp1GKpUyOwb05ReLRbMAyWQycBwHT6/YhZfXFSLn9l1HtuDA1hqKRc/MnywxyoUDdyCYREvhXSgUzAIolUoZgU5/vuu6gcRnVgCidUjupPDZOI+NbD4SLkRkt96B/nlVFEUZjqjwV5QhAP3r4TKd0js+kEjvN8cqq7bICLsU7+EFQTixtjvRzwRfRutpr6GdJ5FImB0HCuKw6JfJwKlUKiD68/k8LMtCLpcLjCOTyZjkYUb6ZQMtXotdc7mDwd0B6bNnt9y1Wwp4+C87Iud28oE2jp2agOe6RvBzUcUqPrQTATA7FxTiTDiWPQV830c6nQ4shgAgn88b0Z9KpYytiQm/csHAhZe0R3GnRS7q+J5s9DUYfmYVRVGGIyr8FWWQM5ij/EDQpy9Fv7SLRFXhkc/Qnejn8xMudni8FP2M7DOJlAsEjok7EQCM4Ae6at0DQEdHB3K5HGKxGDo6OoxQDYt+Genns3Hso0ePNtWLuGvA+v/EcRxkMhnk3Bp+9se3UO3KzzakUzF8YF4a1bcXOLTucNchk8kYjz5zCCj6uQjiIkOOP5VKmV0LzinnC+gU6iNGjDDPLZOlmWAtLT2yfKes1c+fAY5Zk3oVRVEGFhX+ijJIaVSxZ7BE+cPjkyUsga68A6Crmg5hginQVYo0XEKzJ9HPKDpFP9+XzbQoOmkjYtRalpeUPQGKxaIR/fyTEfCWlhYAndFvimnakmSi7ZgxY0ztfx4rI/0svZlOp1EqV3HvE9vRUaz39QPAB49pgR2vwnW9wFw5jmOSeW3bhuM4xj7ExVY8HkculzPzL8U6S3f6vm+6DjPy73keWlpazGJINuri5yYrIfGz5rzKnwGZR0HBr6JfURRl4FDhryiDENp6BmuUP7wLISPHQLAOfyM/P9BY9LMEZTj5Nx6Pm5Ka0qYDIBCZ54KDoj9sFZJjpOgvFApGKPPPsOjnLgOTYQGYiH8qlcLo0aNN0isXBIVCAR0dHYFeBNlsFr7v47GX8li7xY2c43fOyODQMRY8r2Sekx59NvpitJ8VhzivzCuQnw3H1NLSYhZEcneE7/Pa3M1wXdfML5ObKeB5vEzejerIy9f3Nan3svPnolSuIpUc+IWvoijKUESFv6IMIgZ7lB+oL8EphTf/pAgM5yTIhmJ7IvoZZXZd1xzP6D2j/LS2UPRzJ4CJvxxbeHegXC4jl8shn88HqvRQPGcyGQAIlBel6K9UKiYxNpvNmoZY3DHgYkLeP5vNAgCWrXHx1Mu7Iud4ygFJHDc9aaLtvD8j7ky6pR2qvb3d7GpQnHNxJLsKy5KoqVTK5CDwc6xWqxg1alTAfhWudCRtRNLmE472M8dCWqD2Nal34ZHj9/pcRVEURYW/ogwKopJ3gcFTlx+IXpQ0Ev095SRQjEeJ/vA9eB6tMlL08z2ZT0ABKst88v1wbf9KpYL29nZjkykWi6jVaqaufTabNfYX2nlom2HXXcdx4DiO8cQnEglTEYidcqvVKmzbRiaTQTwex+tbSnjomW2R8zwiE8MZ8xyU3i4NKiP2lmWZDr0U/R0dHYHSnrZtB5qJyQVjKpUyCb5ciMkyniw9CsAIf36mLAEqG6/R3sMFFu9Fm1Y452OwLF4VRVGGKyr8FWWAibL1yKTYwUDUGAEEFiSyvKZEWnuAetHPCjyMSodFP1DfFVdeU0b96VsHYIQ6I/Bhq0mlUsHu3buN6GdibCqVQq1WM1F1in6OmdV9CoVCQPQzml4oFFAoFJDP500SMBtsJRIJbGuv4ucNmnQl4sDZx6QRRwW1txcwjORzPlpbW020n58LewY4jhPIfeBip1gsms67TM7lscyZiMfjxvsvexKwB0NYvMtmaNLqxWM5DlnCc7D8PCuKogxXVPgrygBBG4YUukAw8XWgiYryR8GKOd1Ze3gtWXM/LPplTXiKSgpyWoPocedOgawnz+M4Zu6YUPTLjsEU/bI6EPMSGPn2PA+FQiHQI6BSqSCfzyOdTpsofjabhWVZcF0XuVwO7e3tcN8uv0kbUDweR7EE3Pn4VnjlCNUP4H1zHIxM18zPhpxXCvNEImHEOxOQWQWJzyY7HtP7L/spyEUT55x5DLLsKhef3AXgPMokaaBrESBLp3LcfVnC87U3d6FSrSERj2HaxJH7fD1FUZThxuBQF4oyjGhk6xlMybtA4zKi4UWA9HuT8OJFdurlNVnuMmwNYlSZ/nmga5dAin4uGHh9imV+8X2KZ4r+crls7D3syAt07Uyw226xWDRJubQKsZEV6+8nk0m0tbUB6PT9d3R0mAVFuVw2kf5YLIYaErjzsQ3YlQsmGZPjpqcwZayPWs0392QOQiwWg23bxsqTTCZRKBTMMZxvzjEFOBdA/Hs6nQ50SI7FYuZ5OPdS2Mt8CPm9zJ+QNir+/Mrkay7++iLaf+1PnsX23S7GjHBw21ffv8/XUxRFGW6o8FeUfkKK08Fs62nULEyWb5SEE5HDz8IFBL+4ExBupiXPZ+UeNr8CANu2TZSZCwBCLz/nlvkCXCTwz1KphPb2dnieB8/zjOjn9eLxODKZDAqFAnbv3h0o+0lBy7Hbto1Ro0YZW0uhUDALCu5MtLS0IJ1Oo+Zb+NFvN2DD9q7OvpKZhyQwf1JX9ZtarYZMJmOagvF5HMeBbdtm3BT8rD5E4c8FERcNPJbCX9p0ZBdeLpJkmU5p0+FugPxsuaMiG7E1I9qvKIqi7Dsq/BWlH2jk4x9M1XqAxlF+vtcdUTsW9OQz0k/RzwhyuKEXO81yvihcZfUZLgCA4E4CI92MxFPsc8Hiui4KhQJc14XruvA8zxxPO0s2m0VHRwfa29sBwAhj27aNCKfQHjFiBBKJhNk12LZtGwqFglkctLW1dXa+tWK4+/cbsHaLFzlvh4yK4V2Hw5xHqxErHvF+mUwGmUzGLIjkooa5BZzPWCyGQqEQ+Byz2awR5nI+mRAdrtbDBUI4Yk+x77queS1cojUc7R9MP+OKoijDGRX+itJEooQ0MLiq9QCNo/wUl7JJl7TN8LioHQuKfUbjuTCQApHwXM/zAucwGs17RpUD5S4KE1al/YfHsQJPsVg0EXk2r6KNJpPJYOfOncjlcoFFBKPpsgTmiBEj4DiOSfzdtGkT8vm88cW3tbUhk8nAisXw88c34pX1RUQxMmPhtFlAtVI2YjydTpsxc6GUyWTM69JXLxOK5WvcJeFiivPChQsFPncyAJi5pY1HVuOR5VIBmJ9pfqapVMqcK7sFa7RfURRlcKHCX1GaQKPE3cHm4wcaNwuj+JMCOuzVjnoeJvGGk2wp+sP5ABSUTLLl+935+eXigNFpx3GMyJSVfZiMyyo7THa1bdvYX1KpFN566y2z2wDAvM57UeC2tLTAcRyUy2WUSiVs2LDB1OqPx+MYOXIkWltbYcViuOePG7Ds9XzkvGdtC++bVUPMryGZsgPzUyx2LhSYGMxSmnKngzsnbCjGyjxyp6RarSKdTsNxnEAytCy/ybmWCwZZpUdG7GXHYlleVC7GuFDUaL+iKMrgQ4W/ovQh3Ql+eqEHC901C+N7QNczyfE3ivLTekOLD0V7lLWHVKtV4+kn0qpDgcuxSGsP0OnPp4in6PR93zS/yufzpsQmrTM8ns25NmzYYCLslmUZsc0a/EyIZQUf3/dRLBaxfv36wA7B6NGj0dbWhngigbt//waWrI4W/U4SeP+sGjLJKpLJznr8tPmwkRh3IRit5+dULpfhOE4gAs/7x+NxFItFM9eySRdzE7hYkJ9lOp0OlABlhSNZxpO7PVxocAeGCzL+3MvEYBX9iqIogwsV/orSBzQS/IMtcRfovqqQrLDD4yjeGdVtZFOSEX4uGqRol1F+espZrpOCU15fin4K+nK5HLCZsLqO3J3gQqJWq6GjowO5XM7cg/XvWbnH8zzs2LEjYKtpbW01VXBkBaJ0Oo22tjb4vo/29nZs3LjRRPpjsRjGjRuHkSNHIhaL4/bfrmkY6U/GgdNmVtGSqiKZtM2YKPorlQocxwk06uLio1Qqmeg/hbr003OxReHNfAhG5fk5cheGnXoTiQSKxWJg4cCfBxnt5/xyAcFqQHxfvf2KoiiDGxX+irIPdCf4B1viLtB9szBGc+Vxsixnd1F+Hh/28zNqL4+laC+VSibBlvMkFxQUj+Fr8zjHccwxFOhMiK3Vati1axfy+by5B606FP65XA47d+4MJPC2trYagc0GVCzJOWLECPi+j+3bt2PLli2mY248Hse4ceM6FwWw8JNHXseLawuR8x+PAafMqGJUuoJkMmXEvewazI68bW1tJqrPsp7S/iQbmnG3QNbXl2Kfc8YOvbT6tLa2GjuTnGvmPjBHQO7khBcV/Hnh/bWSj6IoyuBFhb+i7AVDTfA3Gq/0e1NIymg9rS+NnonHyz/lYkGKftpR6GGnoOVxbBIlFyKyug8j2SxrmUwmAwsCRvkrlYoR/RS0bHDFaPmOHTtM1RtG80eMGAEAcF3X5BvQY9/S0oJqtYpt27bhrbfeMvX9U6kUxo4di5EjR6Jc9XHrg6uxenN09Z54DDh1RhUHtFSMbci2bZTLZbiua+7HPAHae7ibwURemTzLRVY8HofneWb++PnRokSh7nmeuZ7jOMbqxJ8L13XN5yzzKkqlkllsMNIvP+NwKVUV/oqiKIMTFf6KsgdERcyBwSv4G3XeZUSeEeNGwr276kMU3HKxIKP8PEd6xxmR57GyDjyTT2lBkaU6OWbWsZeLFUbngU6Bun37dpMcK4U97SzcBYjFYkin08a3D3SJftptmMhbKpWwc+dObNu2De3t7SZpdty4cWhpaUGuWMEtv1mLDdvLiCIeA06bWcP4thpisYTp+lupVEwlI4rptrY2Y7lKp9MolUpmF4ALII6Vuxh8fs4dRTu7+TKqT/GeSCTQ0tISsEjJbsqyW69cFFqWZRqIEf4MyCpAg+3/A0VRFKUTFf6K0gONGm8Bg1vwR/n4pc9bNr1iBJnR2u6SkeViImztkfeROQIAjD9fJovKqLH0krMZFdC1SKGfXyb40rtPfzytO7wmRb/v+9i1axdc1zUdgCnsmdhaLBaNCGf5TIrtrVu3ml2EarWK1tZWjB49GtlsFm/tcvE/j6zH9o7ojryJGHDqzCrGt3UKZ0b62ZmY1pp4PG7EuBT9juOYRRPQleBMYe95nllEyYpEtOlw90Qu7LLZbJ1NqlgsBhYK3FHgooLlT/kzwrHInzP+zDQrp+X/+/IpTbmuoijKcEGFv6I0gMI1XH4SGJxVeoDGY+YChRFeKfqBrsi+9OZHwXMZjQ/XhafYlNeWiyaKUN6TYwtXjWF0mVYVVrGRiwLaTyqVCnbs2IFisWien5HpVCqFQqFgrDu+78NxHGSzWWSzWdi2bRpw0fve0tJivPSe52H79u3YuXMnisUiYrEY2traMHLkSGSzWaxc34E7H92IYsmPnK9kvNPec+Dbop/X5s4HBT7tM7QvZTIZ1Gq1zgZggNlRYd4BrTv098vdFyYn80uWUGVuBBc1ruvC931TCpSinQsJWqW4YJNVfDgumfArcwqaQcZJ9nyQoiiK0hAV/ooSopEfHhjcgr/RroSskkMbC0U5hRqPabRzISPGFN/cIaBgp8CkOKWYlwsC+Xd5baBrUQF0zTOr23BBQGsMx5/L5bB79+66UpKO46BWq6G9vd2Mmx2A2VyLCcb5fD5Q5lOW1dy2bZup/0/R39raimw2i0UvbcNDz2xDLVrzI50C3ntkDW2pMny/c0FBYc8di0wmYwQ1q/Jks1mTVEzvPudVJimXy2Uz50xgphVKLsg4d1wIMNrP+WRUX0b75cJOLjRkdSdpEeIibbD1qFAURVGCqPBXFPRs55H1zAcTvRH8AALVbmTEXYr+qGcLJ25Kuwij/OFFBSP4srY8gECnWFkdRtb85zwzys/rVCqVQNS+XC6jvb3dNNxi9J8CmmKZz8tk2tbWVmNx8TwvUDNfVjYqFosmys9oOEV/IpnC/U9swrOvtDf8XNrSwPuOrCGdKCORSCKbzRrbEBcpjLrzcyiXy2hpaQlYrng87TZ8PkbYAaBQKAQ6/NI6xLmm6I/FYmaXQ845rULy55y2Iv6sMNIfbqLGZ9HynYqiKEMDFf7KsKa76L60xwxGwd/IhiQFPwWz9PrTyiEba0UhE35lHgAFsiwzKZs6yQRS2kTke8wJ4PjkdWWZTtnNl7sI1WoVuVzOeO35HoUvgEADKwBwHAdtbW3mupVKBYVCAa7rBmrccy7b29vR0dFhkoaTySRGjBiB1tZWdLjAnY+8iY07Sg0/m7GtFk45ooxUrALHSZvyoTJRmdF8fhbVatXsCPA1Vvvh58zr8DO2LMuIftu2TU19JgIDMAm3TIxm8zH+THBeGe3nOPkzxs9Rin5+bhT/8jmazS//9BoKbgUZJ4FzT57W9PspiqLsb6jwV4Yd3UXJgcFr5wEaJ+0CwQo8YUsM0LWQYVnIRoJfRvYp/mUiLqP1tJjIxFy+R+EuO8TKGu+8NoBA1JvlNjl+ClQm37JhFqPyMtos7UtclLS1tSGdThtxTz9/qVQyz8NxVSoVtLe3Byr7sGmX4zhYsd7F/U9sgVdu4O0BcNgBFo6bXEIMnTYeltSkwK7VamYng5VzKpUK2trajPhOJBLwPC+wayETm7nwCu9WyHnkTgw/Y9u20dbWBgBmAcJ55PVkzwXOoazww88xbKviffvj/5df/mk1tu92MWaEo8JfURRlL1DhrwwLZMOjRtH9wWrnAbrfmZCCnxHwsOCXUdvuBH+UrYfzIqvlcDEgK/QAMOKU5TIBBBKI+b0s3ZlIJIyVhFF8GekuFosoFApGCDMRl+dxfmiBqdVqyGQyaGlpCexqVCoVU7mHCxN+sbsvm4oBQEtLC1paWuBbSTz07E48v6qj289owWQLs8aXYFlAJtMaSHTm50YLjky0bm1tNfYb2pSYqMxKOvTdc6HA97lzwPmj519abij65e4MhX+4lCoAMy5+frL7MgU/fzbU4qMoijK0UOGv7NdQ2EVFyIHBHd0HuqKrYcEvFyoAAnYYCRNBe4rwy/tIWw/9+/SDh0V7WPBz0cGIsVw4yAZQYdFPrzk9+1w85HI54293XRf5fN4IXl6PkfJyuQzHcUw3WqBrUeS6LgqFghG0LAPKkqByFyGZTKK1tRXpdBpvbq/il09vxK589M8P0Fmu890zLUwYUUY8njBjIzIRmp8b/2xrazNiPpVKwXVdU1KUfQa4SEkkEsZ+JCPtyWTS2HykGGf3Xlb5YTIvd1P4OTJfQHbq5c8Kd4h4PWn94jma0KsoijJ0UOGv7HfISG6UlWcwe/eB7v37cuz0ajOxVcLykD3tYMgIf7i8p6zQw+uHd0UosCmk5XVlaUd6zVkmk4KfuxTFYjHQkIuVdLgDkMvlUC6Xjc+9Wq2aKDcXEyNHjkQ6nQ6UAa1Wq8a+w2eSJSy5UGEUnFH+UgX43bIcnn21+yj/qKyF044EWlIVI/pltFwm5XLOOC8tLS2mURftPbKjscx1YOlN5lLwM2I/AlluUy7GWD5UVu9hBSBZplOW4qTHn1WCeD/Zu4E/B92VflUURVEGHyr8lf2C3oh9RjQHq1BpFN0HEBi7jFKHn5UR/u4SLcM5DlL8h737QFedfQp+GcH3PM8IRXl9esJlGU0Z5afthFF4KfAZ8S6Xy8jn86bUJP3/lmWZplyWZSGbzZqynwDM4iKfz5sa/oz6y2RnKYa5cEilUnhlQwm/W9qOnFv/OUhmHBTDcVNriFs+kknbVMORVY6YeMvX4vE40um0SbLlAsZ1XZOUzMo90kZTKBTMXAIwVY+4uOEc8++2bQe6AzPKz4UDf864WOD5chHJzwzoSsKWXZfljpOiKIoyNFDhrwxJ6H/uTuwDg9/K09OCRY6dnV7Dx8ra7t0Jsd4Ifkb4KfJlZ+LwwqOR4KfIpYiV1h5G+ClCKSY7OjpMhJ9Vd5iAy2ZWUhTTxsLEXQBG8Lquazz7QOeCqlgsBuZO5kzQGrQj7+PRZ3dhzZbGFXuAzqZcJx4ew/QDAd+3kEgkA7XymdRMkc+5TqfTyGQyAYGeTCaNnYlCnws37gYwt4E/B3xuLqyAzspF3FVhLf90Om0+Y1kKVVp1eJ90Oh1Y7PHnifMnG7fJykOKoijK0EJ/cytDhp4SdIm0owxWK093VYVksqSsjx9+ZmmZ6UnwS+uQFPwUqdLiQ9tH2MpBAS2TfgnFIOdcVnrhZ0GbCSPQ9OzT1y+vTxHPBUkqlTKRfNmoSpaSrNVq2Llzpyn1CcBE0rlwYLIthe+IESOQ93w8tjSHF9d6aFyvp5ODR1k45cgEWuzOI+XPIyP+tCSxyVYsFjOLC4p1Wnh2794d8OXTyiTzELiIYlSe9htpt6JdiAshLgQo+vkzJLvsMtqfyWQCCeFcCMgeCjKZl+cNxv+3FEVRlO5R4a8MWnob1Q9bUQajIOltVSGZRCkFevg4RoW7e1YZ1ZbiX9pcGHmWiZ2MBFOkhoUjx8FjeV5Y6HMx4nmesdlECX4mJlPgMpmUEXHbtgPRbsdxAmO1LAv5fN7U3gc6vfXFYtEIb/rZgU5hO2LECJQqwJ+X5/D8ag/lxrm7nefEgHdOT2DuJFYeqgR6FliWZfIIOD5G+RmdB7oWSBwfdzF83w/0GWApVs4JFzly8cDnr1arZheAJVH5OXN3RYp+2SQtm82apF8AJreACy5+ZprMqyiKsn+gwl8ZVEgrRndR/aHg2e/NDoUcu6yo0110v7uk5PBuAu9Nzzy793L+ZDUXJssCCCTcUhQCCNh+pP1HJktTmLIEZ7Vahed5KBQKJklXCkruHsixsISljGo7jmNsRKw9XywWkc/nkcvlzIKJ9f85LhmRz2Qy8MrAn1/OY8nrHkqVyGkMMHGMhfccaaPV6dp9kd532QmZr1uWhUwmYxYtXKjRxhSus8/FAhcD/P9Ain2ZKyB/Brj7Qd8/55Q5FPz8ZL4FRT9zHgjnmOfzMwrnZyiKoihDExX+yoAihT4j/I0IR6YHIz159gEEdiXCpTTlOXxWGYHv7r4yuk/hJsU+7y0FOz3zMgrNc/h5SFEu/frhCj8U3vT/swlVR0eH8fTLcbJaDe0jMk+Bz2rbthHFcjxs5sWGXqzWwwi/LGnJKPzuoo+nXszjr+tKPUb4ASBjAyfNSGH6+PjbItoznwsFMQCzCOG42UWXc8YIOnc4ZLMsCnsmSvOz5LPz2hTkjLxz4cCk5kSiq6KQrIzE6ko8j8dmMhmzICPcMZD2Hop+mQ8wkEw9ZCTGjvQwImsP6DgURVGGKir8lX5lT4S+jOoPBQtPd89Dsce/9yT2wwmxUYQXGdLaEY7sS8Evdw5YwYceb44r7PGX58pyohT7tOuwuRbLcTJhlOOUZT5l4y4KfimGWcWHY4rH40bw5/P5gOCnx527BHL8b26v4vmlHVjzVi/UPoCYBRw9OYljpsQRQwW5XFczLcuyTDlM2dSK88QoP+05rF5EKxN/BuiXpz8/bOdiXX4uJDgPFP+0QDHST8HO+WC/A+4e8HiWeeXnTqTNiD9HnPPBIvoB4OpPv2Ogh6AoijKkUeGvNI2wwO/OugN0RcIHc1S/t3kHYSHHqGv4vLBlSUbTo5Bin0JaevA5xzIaL8U+55RVXhjdlYsEClbpBZeWKrlYqFQqxr7DajoUjRwLI+P0szOSLZOI+Wc6nTZWEwpsRqZzuVyg/Cej0hSzfE7f91EsW1ixroyX1xexM99Tym4Xhx8Ux8LDYsimaih5bt3PMMU3k64ZaU+n0yYqz10UinCZB0C7DUU0dyg4r3wOmehLZJ4DrVC0AXE+WL1I/r/DxQEXVNwN4mfC98M/D4NN9CuKoij7jgp/pU+Qgph/7y6aDwwdoR/epYiCIpdRVj5L1G5A2G7TnYVJzqv0bjOKHBbtFGgUbVKw0W8vSzMCML5vad9hFJnjqVarKBQKRuBT+NPHzx0DubhjIikTTjkeXpPXp4iVuQgcp9w9kAmr4YVCLBaDV65i1YYyXtlYwfrtfo8VeiSHjonhmCkWxrb4KJddFItdOx/SA0+RTZsNI/zSrgTALFD4syCTceUOFndO5G4Kv7h7ISsScaHBe7KMKG1a7BIsdxRkcy5+9vw5jBL9zKHojcVMURRFGVqo8Ff2CCnqw189IW0ng1Xo98aKJMW4FPlRYp+vS7EfjvJHif1w9R2KfH4vSzxS2IUXEfSNU0Qz8s4xySZRYeHKcynqi8Vi4HvZ9ZZeen7xOtlsNmAzkmOUdeJrtZrxo9OfzjKc7CvA+ZQWoVgshlyxgje2VbF2u4/1O4Bq95tKdUwaa2HuhBpGZ0pvR+i7OtTKvAgA5lmYGMsFi7RksRcBn5MWH5nLEK7gJPMtOHeM9PNzBmB2AJgzwMRcJjTzWFkhSC4ywos97i7InxH5s6AlOxVFUfY/VPgrkeyLwAeC0Xz+fbCJiLANqTuRL4U+0OXF53UaCf2oxU5Y7NNCQlEv/5S2GSkS5Th4T/6dYjlcClSKbhnVl4sEdrtlngAFPv8uE4ijritr7YctTHLOpO+duxie55nkYllJKLBIisWwdXcNG3eVsX6nhS27sUeRfaDTwz91HDDzoCpaU6W3fftdNixZaUiOnYnGFNUU/By73Hlh8zDW1pe2Jj6z/Bx4nqyqwzHQ9kOLlFwUUvjLXRTmGMjdHrkTw90E/qxwQRBeAA62/18B4N9+9Cx25zuTe9XvryiKsueo8B/m7KvABxAQ9oMxETf8XI1EfiObknw2HhdV015G9AEERLo8l8IySujL2v0yqi+vJ+/bkxVJWncYRaYVxPM87Nq1y0TypbiXf+fCRI5FlneUOw5ScMpkZinmKWpZAYjikxYeaY/xfQvtnoW38jFs2gVs3l1Dqbp3P1vppI/DD6xi6tgyUrHq2+PyzeKKibh8NkbMKcYdx0E6nQ58jlJ0yyRk7gZIAU2bkLRWcd4YyQe6SoRK2w8/O2nJkQnDcqcgOH9+YE652JBefn6eQ8HPv3rDLmzf7WLMCGegh6IoijIkUeE/jGGC4p4QjuAPFpFPwdvTIqa7hY4UtlI8RUXzo6oNhUW+tOyEhb1M9JX3kAmgPJ+dbGW0WNpr5PMz8i4j+fTK53I5Y9WRHXQp9GWTp3BFIIpg6dMP/yzI+u/ymeTfZSIyk3eNRcoHOoo17PYS2FGIYXs+ie15C9Xavvx8+TiorYZJo8s4pK0ECzVUy1UUhJ9dfmayURaflRF7JuvKpGVpr2GSL3c9on425UKJQp3lSpm7ITsxc35836+zfXF8YcEuRb9chMndFplwLf38g+H/ZUVRFKV57DfC//HHH8d3v/tdPPvss8jlcpg0aRI+/OEP44orrkA2mx001xxMNPpHPkrYDwaBHxa6UeK+0fvh8wHUiXygqwKNfL2RRUf+nYJXWmFkgyppI4myD4WtRFFWIbkjIQWhfD5WwAknADNCHG7sxXFLGwoj1nwtXKufUWagKzotK8VwPujXp1g1iwofcMsxdHgxdJQS2FWwsNuNo92No+r3zc9Yq13FoSM9TGhzkYp1fi75XC3w+crSpNJ2w2g8KwRxHsO+f84Na+lz/iqVSiDyzs8wLPjZ0ZfN0ngMPyNeE4BZqHFRyAVKOKeDn4lM9A5/JnL8MqFYURRF2f/ZL4T/DTfcgC984QvwfR8TJkzAxIkT8fLLL+Paa6/FL37xCyxatAijR48e8GsORsKRxYES+FGCPfx9lIBvJPzDfw8/G8WqfJ/Ci9+HxxUWttKbL6PAUdF8niPFPRDcJaAwlIKeot2yLCPQ5XikZYjiO5ycSrEra/vLKH06nTaCn/cm0npkIvPCqiPnoWvhUUa+BBTLFoolC4VyDMVKHPlSHLlSDIVSHD76/mesza7ggEwRB2QKyMRd+H4NFReooKuPgvTth6vnSOEuq9/IXQFpqZHJupzrcCUcfq6099CrX61WUSwWAzsrnFfuNgAwycK8NhNy5c8OPxO568PPTl4bCC5YZIUhRVEUZXgw5IX/4sWLcfnllwMAbr75Znz2s5+FZVnYuHEjzj77bCxevBif/exn8Ytf/GJArzlYocDoa6Ii8PyTf5eCuLfnRH0vkcJYWm7CkXIKXGnnYbdaee9w7X1+L6vk8NrSIkOxHk6+5bjCgjlsCZKR9PDiRwpunifHKp9LWpaYzCvnivYbKQzloqhSraFc8eGWqvAqQLHkwy37cMtAqWKhVI3Bq1ooVSx4lRjcahKlav/shlnwMcL2MNbJY4zdATtWMuK9XO4S61LsM6Iuq+owQs7PRtpgKNjDFiop9mX3Yzm3PE+KdUb3eQzvwc660lLE92XCtPx8ify54zPJ3SLeSwW/oiiKMuSF/7/927+hVqvhYx/7GC6++GLz+sEHH4yf/exnmDFjBh544AG8+OKLmDNnzoBdcyjRKGou/x4W6/L77qLv4ePDx4VfizouSrDI96J2AcLCPSzQ5TEAAtFeGeGW4+L1wpFw3++sIS+vVa10ibPa22ITXDDUfPiwUK3WUPN91GqdX9VaDTW+x9eqNfjA2+/7ACxUazUAFmo+3v7i8RZ8xFD1O8tc1vwyfMRQqfmo1oBqzUel6qPmx1CpAZWqhXLNQrUWQ6UWQ8W3UPO7GkgNPD6yCRcjknmMSOSQttqRSrxtcSkDpQhblqzOw88n3A1Zfn78XibUUpADwWRpuZjjz4n021N0y4o/5kne/tngQiWVSpldHCnOZRIxX+c4mZ9D+5D8U86D3N2QixNFURRl+DGkhX8ul8P//u//AkBAoJPp06fjlFNOwaOPPor77ruvVyK9GdccjDz2/Jv48a/+CvhAuNWR1OFhUe43+MYPfhM4rl7X+3XHNDyO//Wj3uk6sVENogYbA8FrhB6q/pRmR0Z5fRVlkjgqyMYLaEnkkY0XkI0XkLCqgWMqlfrC/RTm4b4JMn+Ci7hkMmki/uGSpFI0y50i6bWnVY6CX+4EyV2BqMi77IgsKxpR0IfHwMpHfI87OFH9IcKRfY3uK4qiKMAQF/5Lly6F53mwbRsLFy6MPOZd73oXHn30UTzzzDMDds3BSKlcxe7cnlX0GR6oQOp/fNixEtKxIjLxItIxF+l4EbZVwt7oVSm+pfCV0XBZBSdc8SYq30XW4ZdJsY2SvsMef+4YsNsuKynJMYSvHY7Oy/fCTdvCUX0V+oqiKEoUQ1r4r1y5EgBw6KGHmm35MFOnTgUAvPrqqwNyzZtvvhm33HJLr+69YsWKXh2nKEORhFWGE/Ngx0qwY97bf+/8M27tYcvdEFKAhyPd4epEUtBTNIcj5jxHCmsA5hqyCo4U2rJ2v/wzbL2RY5L3k2OTUXsp7MPVfDSiryiKovSWIS38d+zYAQDdVtfhezt37hyQa27atAlLlizp1b0VZSgSRxUJq4KEVUEyVkbKKkf+uSfiXgpvKeqlOJbiN0oIh4V+eDHAKLyspgQgIM6jxLrcNYjy0Yc99tJGBCBwTHhRIXcWwuNVcQ+ce/JUFNwKMs6Q/qdLURRlwBjSvz1d1wUA034+Ctu2AcBU0ujvax500EGYP39+r+69YsWKXo9TUfaVeAyIW0A8DiTjFlIJIJWwOr+SMdgJC3Yy1vmViiGdiqMlnUDGjiHrxJFNJ5B1kkglu3zu4SpGAAK2ld6IWPleuDpN+H153UbXaHT98FjC44oa557cR5bKVfqGc0+eNtBDUBRFGdIMaeHPFvfddZ/1PA8AkE6nB+Sal1xyCS655JJe3XvBggX9tjtw0NgsTp43IfBaQJ9YkX99+7hGjb9C38Nq+F6j6/X2uLpx9XK8dZe39uI4hMVfxGDR/XjD58TjMcQsC7GYhVgMiMcivo9ZiFkW4jH60i3EI45JJmJIJeJIJmKdX8kYkvHO71PJztcScfWBK4qiKMpwY0gL/1GjRgHosudEwfd47EBcczAyd/o4zJ0+bqCHoSiKoiiKovQTQ7p+4OGHHw4AWLduXaCrqmT16tWBYwfimoqiKIqiKIoy0Axp4T9//nykUil4nofnnnsu8pgnnngCAHD88ccP2DUVRVEURVEUZaAZ0sK/paUF73//+wEgsmTmqlWr8NhjjwEAzj///AG7pqIoiqIoiqIMNENa+APA1VdfDcuycOedd+KWW24xnWY3bdqECy64ALVaDeeeey7mzp0bOO/EE0/E5MmT8V//9V99dk1FURRFURRFGawMeeF/7LHH4vrrrwfQWUFn0qRJmD9/PqZMmYLFixfjiCOOwK233lp33vr16/HGG29g165dfXZNRVEURVEURRmsDHnhDwCXX345fv/73+OMM85APp/Hyy+/jEmTJuHKK6/E888/j7Fjxw6KayqKoiiKoijKQGH59LEoAw7r+M+fPx+LFy8e6OEoiqIoiqIo+xH7RcRfURRFURRFUZTuUeGvKIqiKIqiKMMAFf6KoiiKoiiKMgxQ4a8oiqIoiqIowwAV/oqiKIqiKIoyDFDhryiKoiiKoijDABX+iqIoiqIoijIMUOGvKIqiKIqiKMMAbeA1iBg9ejR27tyJdDqNmTNnDvRwFEVRFEVRlCHCjBkzcPfdd3d7TKKfxqL0Atd1AQDFYhFLliwZ4NEoiqIoiqIo+xMq/AcRBxxwALZu3QrHcTBlypR+ueeKFStQLBZ1l6EX6Fz1Hp2r3qHz1Ht0rnqHzlPv0bnqPTpXvWOg52nGjBk9HqPCfxCxdu3afr/nggULsGTJEsycOROLFy/u9/sPJXSueo/OVe/Qeeo9Ole9Q+ep9+hc9R6dq94xFOZJk3sVRVEURVEUZRigwl9RFEVRFEVRhgEq/BVFURRFURRlGKDCX1EURVEURVGGASr8FUVRFEVRFGUYoMJfURRFURRFUYYBKvwVRVEURVEUZRigwl9RFEVRFEVRhgEq/BVFURRFURRlGKDCX1EURVEURVGGAYmBHoAysFx88cXYtGkTDjrooIEeyqBH56r36Fz1Dp2n3qNz1Tt0nnqPzlXv0bnqHUNhnizf9/2BHoSiKIqiKIqiKM1FrT6KoiiKoiiKMgxQ4a8oiqIoiqIowwAV/oqiKIqiKIoyDFDhryiKoiiKoijDABX+imHjxo0YOXIkLMuCZVlYu3Ztt8f/4he/wHve8x6MGjUK2WwWRx99NL7zne+gXC73z4D7gWXLluGKK67AqaeeiilTpqClpQWO42DKlCn4u7/7Ozz11FM9XmM4zBMArFq1Cv/5n/+JM844A4cccghSqRRGjBiBhQsX4j/+4z+Qy+V6vMZwmKtisYgHH3wQX/nKV3D66adj7Nix5v+53swRMDzmiTz++OP44Ac/iHHjxiGdTmPGjBm4+uqrkc/nB3po/cbmzZtx11134Qtf+AJOOOEEZDIZWJaFY445psdzy+Uyvv3tb2Pu3LnIZrMYPXo0TjnlFDzwwAP9MPL+xfd9PPXUU7jiiitw4oknYsyYMUgmkxg3bhze97734e6770Z39UyG01wBwK9+9St87nOfw3HHHYcJEybAcRy0tLTgqKOOwuWXX4433nij4bnDba7CPPzww+b39uTJkxseNyjnyVeUtznnnHN8AOZrzZo1DY/9p3/6J3Pc1KlT/Tlz5vjxeNwH4J900km+67r9N/Amcs011/gA/Fgs5o8fP96fP3++P2PGDN9xHPP83/jGNxqeP1zmqVKpBH52xo8f7x9zzDH+hAkTAs+/du3ahtcYLnO1dOnSwFzJr46Ojh7PHy7z5Pu+/4Mf/MC3LMsH4E+YMMGfN2+eb9u2D8CfOXOmv3379oEeYr/wve99L/LnZcGCBd2eVywW/RNPPNEH4MfjcX/OnDn+1KlTzfn/8i//0k9P0D88+uijgfk57LDD/AULFvijR482r5155pmR/48Mt7nyfd8/+eSTfQB+Mpn0Dz30UP+YY47xJ0+e7MdiMR+An8lk/N/+9rd15w3HuZK0t7f7EydONM87adKkyOMG6zyp8Fd83/f9e+65xwfgn3vuuT0K/wceeMAH4Nu27T/44IPm9RUrVvhTpkzxAfhf/OIX+2nkzeXRRx/177vvvjqBsXPnTv9zn/ucmaunn3667tzhNE/lctlva2vzv/zlL/srVqwIvPf000+b533HO94Ref5wmqu//vWv/sKFC/3Pfe5z/k9+8hP/4Ycf7rXwH07z9Pzzz/uxWMy3LMu/+eab/Vqt5vu+72/YsMFfsGCBD8D/m7/5mwEeZf/wox/9yD/ttNP8K664wr///vv9b33rW70S/p///Od9AP6UKVP8V155xbz+4IMPmgXUQw891Ozh9xu///3v/SlTpvjf//73/S1btgTeu+OOO8wzRwmu4TZXvu/7t99+u//oo4/WLYRee+01/6STTvIB+GPHjvVzuVzg/eE4V5J/+Id/COilRsJ/sM6TCn/F3759u3/ggQf6EydO9F966aUehf/cuXN9AP5Xv/rVuvf+8Ic/GGGydevWJo98YKnVav6RRx7pA/C//OUv170/nOapVqt1G3198sknzc/V0qVL694fTnMVZs2aNb0W/sNpnrgD+bGPfazuvZUrV5qo5AsvvDAAoxtYfvKTn/Qo/Ddv3uynUikfgP/YY4/VvX/11Vf7APz58+c3c6j9yu7du/1SqdTw/W9+85s+AH/06NF+tVo1rw/HueqJzZs3m99LDz/8cOD14TxXTzzxhG9Zln/eeeeZ/w+jhP9gnicV/or/sY99zKw8pQiJEv4rV640769fvz7yetOmTfMB+P/zP//T5JEPPH/zN3/jA/D/8R//MfC6zlM9I0aM8AH4P//5zwOvD/e56q3wH07z1NHRYSJiixYtijzmtNNO8wH4X/nKV/p5dANPb4T/Lbfc4gPwp02bFvn++vXrzc/Ta6+91qyhDiqWLFlinnnz5s3mdZ2raGiRuv/++81rw3muisWif8QRR/itra3++vXruxX+g3meNLl3mPO73/0Od9xxBz70oQ/hrLPO6vH4Z555BgAwZcoUHHLIIZHHvOtd7wocu7/iui4WL14MAHVJdjpPQarVqkk8zWQygfd0rnrHcJqnpUuXwvM82LaNhQsXRh6zvzxrs+C8cJ7CHHLIIZgyZUrg2P0d13XN39PptPm7zlU9K1aswI4dOxCLxTBv3jzz+nCeq2984xt49dVX8a1vfavh72AymOdJhf8wJp/P45JLLkFbWxt+8IMf9OqclStXAgCmTZvW8JipU6cCAF599dV9H+QgZPfu3XjyySdx1lln4Y033sA73/lO/N3f/V3gGJ2nIA8++CAKhQISiQSOP/74wHs6V71jOM0Tn/XQQw9FMpmMPGZ/edZmMZx+XnrLz372MwDA3Llz0dbWZl7XuerE931s3boVDzzwAM4++2wAwJe+9CUcdthh5pjhOlfLli3Dt7/9bSxcuBCXXXZZj8cP5nlK9OvdlEHFlVdeibVr1+K///u/cfDBB/fqnB07dgAARo8e3fAYvrdz5859H+QgYf369Zg4cWLgtVGjRuGb3/wmvvjFLyKRCP6vNFznKYr29nZ86UtfAgB8+tOfxtixYwPv61z1juE0T8PpWZuFzmGQJUuW4KabbgIAXHHFFYH3hvtc3XXXXbjooosCr82YMQN33303LrzwwsDrw3GuqtUqPv3pTwMAbrnlFsRiPcfMB/M8acR/mPL000/jxhtvxHHHHYdLL7201+dxqzSVSjU8xrZtAJ31yvcXbNvGCSecgBNOOAHTp09HKpXCzp07cc899+C5556rO364zlOYarWKCy64AGvWrMHkyZNx3XXX1R2jc9U7htM8DadnbRY6h11s2bIF5513HsrlMs477zx89KMfDbw/3OfqgAMOwAknnIDjjz8eEydORCwWw8qVK3H33Xdj/fr1gWOH41x95zvfwZIlS/DFL34Rc+fO7dU5g3meVPgPMS699FLTNGJPvt797neba5RKJXzmM59BLBbr9eqVOI5jrtEIz/MABD2U/U1fzJNk3LhxWLRoERYtWoSVK1firbfewlVXXYWXXnoJp512Gp5++unA8UNlnoC+nyvi+z4uvvhiPPzwwxg1ahR+9atfYcSIEXXHDZW5atY89ZahMk99wXB61mahc9jJ7t27ccYZZ2DdunVYsGABbrvttrpjhvtcve9978OiRYvw1FNPYd26dVi1ahXOPvtsPPzwwzjuuOOwe/duc+xwm6tVq1bha1/7GqZMmYJrrrmm1+cN5nlSq88QY8SIETjwwAP3+Dy53XTdddfh5ZdfxhVXXIHZs2fv0XVGjRoFoGsbKwq+x2MHgr6Yp+5oa2vDtddei23btuHmm2/GV7/6Vfz+97837w+VeQKaN1ef//zn8eMf/xitra347W9/i6OOOiryuKEyV83+meqJoTJPfcFwetZmoXMI5HI5nH766Vi6dClmzZqF3/72twFvP9G5CnLYYYfh/vvvx9y5c7F8+XLceOONuOqqqwAMv7m69NJL4boufvjDH9YVpuiOwTxPKvyHGNddd12kXWJPYCWaW2+9FT/5yU8C71WrVfP3Y489FvF4HF/60peMR/vwww8HALz22msNr7969erAsQNBX8xTbzjrrLNw88034/nnnw+8PlTmCWjOXH3pS1/CjTfeiEwmg4cffhjHHntsw2OHylz1189UI4bKPPUFHP+6detQLpcjE3z3l2dtFocffjiefPLJYfHzEkWhUMCZZ56JZ555BocffjgeffRRjBkzJvLY4T5XUcTjcZxxxhlYvnx54N+34TZXixcvhmVZ+PjHP173Hi06b775JsaPHw8AeOCBB/DOd75zUM+TWn2GMdu3b8eWLVsCX9u2bTPvb9u2DVu2bEEulzOvsSLLmjVrsGHDhsjrPvHEE4Fj92dYorJWqwVeH87z9JWvfAXf/e534TgOHnroIZx44ondHj+c52pPGE7zNH/+fKRSKXieF5lDA+w/z9osjjvuOADAokWLIt/fsGED1qxZEzh2f8F1XZxzzjn485//jMmTJ+MPf/iDEWZRDOe56o6of9+G41z5vl+nlbZs2YL29nYAnfPD12jtGdTz1K9dA5RBT08NvHzf92fPnt1j99BUKrVfdA/tib//+7/3Afgnn3xy3XvDcZ7YGTOVSvm/+c1ven3ecJwrsiede4fTPJ111lm96ty7bNmyARjdwNLbzr3JZLLHzqHz5s1r5lD7nVKp5H/gAx/wAfgTJkzwX3/99R7PGa5z1R2e5/lTp071AfjXXHONeV3nqoueOvcO1nlS4a8E6I3wv//++30Avm3b/kMPPWRef+WVV/wpU6b4APzLL7+8n0bcXD72sY/5Tz31VKC9u+/7/rZt2/x/+qd/MnP14IMP1p07nObJ933/+9//vg/ATyQS/gMPPLBH5w63uZLsifAfTvP03HPP+ZZl+ZZl+TfffLNfq9V83/f9jRs3+gsWLPAB+Oeee+4Aj3Jg6I3w933f/8d//EcfgD9lyhT/lVdeMa8/9NBDpjPyL3/5y2YPt9+oVCr+hz/8YR+AP378eH/lypW9Pne4zdVf/vIX/ytf+UrkHL366qv++973Ph+A39LSUtcpfLjNVSO6E/6+P3jnSYW/EqA3wt/3ff/yyy83x02dOtWfO3euH4/HfQD+iSee6BeLxf4bdBPhM2azWX/OnDn+cccd5x9xxBHmWROJhP/tb3+74fnDZZ42bNjgW5blA/BHjRrln3DCCQ2/fvSjH0VeY7jMle/7/rx58/wxY8b4Y8aM8UeNGmWem6+NGTPGP/vssyPPHU7z9L3vfc/8XE2cONGfN2+e+QfziCOO8N96662BHmK/sG7dusDPRktLi/n9I1+/7rrrAucVCgX/+OOP9wH48Xjcnzt3roniAvD/6Z/+aYCeqDn89Kc/Nc82efLkbn8PLVmyJHDucJurxx9/3DzbuHHj/Pnz5/vveMc7/EMPPdS8Pnr0aP8Pf/hD3bnDba4a0ZPwH6zzpMJfCdBb4e/7vn/vvff6J598sj9ixAg/nU77s2fP9q+77jq/VCr1z2D7gTvvvNP/1Kc+5c+ePdsfO3asn0gk/La2Nn/u3Ln+5z//eX/58uU9XmM4zJP8uenpS24bhxkOc+X7vj9p0qQe5ynKPkaGyzz5vu8/+uij/hlnnOGPHj3at23bP/zww/0rr7yyx92R/Yne/v8V9f+W53n+dddd58+ePdtPp9P+iBEj/JNPPtm///77+/9BmgyFWG++Hn/88brzh9Nc7dixw//BD37g/83f/I0/ffp0v62tzSwkTzzxRP/aa6/tdmE9nOaqET0Jf98fnPNk+b7vQ1EURVEURVGU/Rqt6qMoiqIoiqIowwAV/oqiKIqiKIoyDFDhryiKoiiKoijDABX+iqIoiqIoijIMUOGvKIqiKIqiKMMAFf6KoiiKoiiKMgxQ4a8oiqIoiqIowwAV/oqiKIqiKIoyDFDhryiKoiiKoijDABX+iqIoiqIoijIMUOGvKIqiKIqiKMMAFf6KoiiKoiiKMgxQ4a8oiqLsFZ/4xCdgWRY+8YlPDPRQuuUrX/kKLMvCf/7nfw70UPYrTj/9dFiWhccee2ygh6IoSi9R4a8oigLga1/7GizLgmVZfX7t2267DV/72tfwxz/+sc+vPVgZLM+8fv16XH/99Rg3bhw+97nP9Xj8zp074TiO+VlYtWrVPo9B/myFvzKZDKZPn46Pf/zjeOqpp/b4Go7jYMKECTj77LNx7733wvf9Hs/9+c9/3uOYzzzzzMA5a9eujbwuAHzpS19CrVbr9XwoijJwqPBXFEVpMrfddhu+/vWvD7gI7msOOuggHHHEETjooIPq3hssz3zVVVehWCziy1/+MrLZbI/H33333fA8z3z/4x//uE/Hc+CBB5qvcePGoVQq4bXXXsMdd9yBE044wYjp3l7Dsixs2LABv/rVr/CRj3wEZ555ZmD8UfzkJz/p9v2NGzfit7/9bY/jOO644/D+978fS5cuxV133dXj8YqiDDwq/BVFUZS94t///d/xyiuv4N///d8HeiiRbNiwAXfffTdSqRQ+9alP9eqcH/3oRwCAE044AQBw++23o1qt9tmYNm/ebL62bt0Kz/OwaNEiLFiwAADw9a9/vdvIf/ga+Xwef/3rX/He974XAPDII4/gK1/5SuR5Y8eORTabxaOPPoo333yz4fXvuOMOVKtVTJ48ucfnufTSSwFAbVSKMkRQ4a8oiqLsl9x6662oVqv4wAc+gNGjR/d4/JIlS7Bs2TIkEgncddddaGtrw6ZNm/DII480bYzxeBwnnHACfvnLX5rXHnzwwV6fH4vFMGvWLDz00EOYNm0aAODmm29GpVKpOzabzeL8889HrVbD7bff3vCa3BHoTe4G53b58uV48sknez1uRVEGBhX+iqIoPfDud78blmXha1/7Gnzfx6233op3vOMdaGtrQ2trK44//vhIq8Ntt90Gy7Lwpz/9CUBnNDfs0Y7yTm/evBlXXHEF5s6dixEjRsBxHBx22GH4zGc+g5dffrlPxyi59957ccYZZ+DAAw9EMpnEyJEjMX36dJx99tn47//+b7iuGzg+Krm3t8+8c+dOZDIZWJaFe++9t9txXX311bAsC4cddlikhz0K3/dN9P7CCy/s1Tk8/n3vex8mT56MD33oQ4HXm8mECRMwZswYAEAul9vj8x3HwYc//GEAQEdHB1555f9v7/5joq7/OIA/77w8mIiQA5nzqFCUnCwxJgUK/QC1mj9upSBolwOlGrMWW7WZw5WbsmlrmRsVkpNyBTITzCTLLHCYYaarVe6EnXnu+JVAB8j94vvH7f3pDu7gc8ch7Mvzsd2G3Ps+9/58+MPX5/15vV7vPz2O27JlCwDn38nTtayvr8e1a9cQExOD1NTUEb936tSp0nX66KOPfJ43Ed1dDPyJiGSy2+3QarXYtm0bfvnlFygUCpjNZly4cAGbN29GUVGR2/jg4GApiAacK66u+dmzZs3ClClT3D5z8uRJxMbGori4GFevXkVfXx9UKhWam5tx6NAhJCQk4MiRIwGbo5Cbm4vMzEycPn0ara2tCAoKgtVqhV6vR01NDQoKCmAymUa8RnLPOTw8HBs2bAAwfMBot9ulFei8vDzZxde//fYbbt68CQBYvnz5iOPv3LmDo0ePAgA2b94MAHj++ecBOP8mLS0tsr7XX0ajER0dHQCABQsW+HWMOXPmSD93d3d7HJOamoq5c+fi+vXrqKurG/K+62q/3GstbhBOnz7t65SJ6C5j4E9EJNPBgwdx7tw5HD58GN3d3ejq6sLff/+N1atXAwB2797t1gUmMzMTJpMJycnJAJzdT1zzs00mEzQajTT+4sWLePbZZ2E2m5Gfn48//vgDfX19MJvNMBgMePnll2GxWJCbm4vGxsaAzBFwrvKWlZVBqVSiuLgYHR0d+Pfff9HT04P29nbU1tZCp9Nh6tSpI14jX875pZdeAgCcPXsWTU1NHo936tQpGI1GqFQq2Xn6APDjjz8CADQaDaKiokYcX1VVhc7OTkyfPh1r164FAKSlpSE6Oho2mw3l5eWyv9sXdrsdDQ0N0Gq1AIDIyEjphsNXrk+PvKU2uT6hGVy43NPTg4qKCiiVSp9atCYlJQEAWltbvT5pIKKJgYE/EZFMt2/fxvHjx6HT6RAcHAzAucpaWVmJ2bNnw+FwjJi2MpyCggJYLBbs3LkTJSUliIuLk54IREdH4+DBg9i+fTtsNht2794dsDmKYtL09HS8/vrrbkHjzJkzsWLFChw+fBizZ8/2+9w8SUpKQkJCgpSa5Il4GrBmzRpZAbzw008/AQAeeughWeNFOs9zzz0nXTeFQoGcnBy390crKipKekVGRkKtViM5ORl//fUXcnJycPHiRYSFhfl83O7ubnz22WcAnEH//PnzvY7V6XRQKpU4duyYW1pRRUUFzGYznnzySbcb0pHExsYiJCQEANDQ0ODz3Ino7mHgT0QkU0pKCh5//PEhv1er1Vi5ciUA4OrVq34d+8qVK/j5559xzz33oLCw0Os4sRr87bffeuw2488cRaDZ1tYW0A42coiuMJ988gmsVqvbe0ajUSqszc/P9+m4t27dAgBERESMOLapqUlqOyrSfARxvf/8888Ru+3I0dLSIr1cr3dvby+6urp8Tinq7OzEd999hyeeeEI651deeQVKpff/3jUaDdLT06UVfkGk+fjyZEUQ9QliDkQ0MTHwJyKSSaQ0eCJWw//55x+/jl1fXw8AcDgcWLBggdvKsOtr1apVAJxpGSInfLRzTE9PR1BQEC5fvozly5fj0KFDaG5u9us8fJWdnY3Q0FC0tLSgpqbG7b2ysjLY7XY88MADUrtKudra2gB4T3kZ/D0DAwPQaDRIS0tzey8uLg6JiYnSuNEaGBhwe/X19eHy5cvQ6XQ4efIkUlNT3Tr8eOJaKB0eHo709HRcunQJALBp0ybs2LFjxHmIIl9xTnq9HnV1dQgLC8O6det8Pi9xncV1J6KJiYE/EZFM06dP9/qeSqUCgCGr1nKJlVK73e62Kjz41d7eLn2mt7c3IHOMiYlBaWkpQkJC0NDQgLy8PMTExCAyMhKZmZk4ceKE7G46vgoJCZHSaVyLfB0Oh5Res3XrVp93VBYdiNRq9bDjXFtb5uTkeFwpF6v+X3zxhV8dd4YTFBSExYsXo7S0FFqtFv39/XjhhRe8FucC7ht4RUdHY8mSJcjNzcXZs2dRXl4+pGDcE61Wi/DwcJw/fx7Xrl2TVvuzs7MRFBTk83mI9KjBnZ+IaGJh4E9ENAGIlI+4uLghq8LeXnI2WJIrJycHBoMBJSUlyMzMhEajQVtbGyoqKrBu3TqkpaUNG4yOhijyPXPmjFSg+s0338BgMEClUkmr074QqSe3b98edlxtba3U/Wdwmo+QlZUFlUoFs9k8qhqOkWzduhUA0NXVhVOnTnkd51oobTAYcOnSJZSWlnpM8fJGrVZj48aNAJz1C6JTlD/XGvjvKZK47kQ0MTHwJyKaAEThalNTE3p6esZlDvfeey/y8/Px+eef48aNG9Dr9XjzzTehUChQV1eHXbt2jcn3xsfHIzk52W2VXxT7rl271qeiXkHk9o+UeiW+7+GHH8bChQu9HkukWAUi3ceb++67T/r5bqRaiSD/vffew82bN7Fo0SIprclX4jrLqakgovHDwJ+IaIyJ9JHh0mVSUlIAABaLBcePH78r8xrJ3LlzsWfPHmkDrDNnzsj+rJxzdiVW/cvKymA0GqV8/23btvkyZYkI4r21CQWc+ejV1dUAvK/2CyLd5/z582PWslI8eQCc+x+MtcTERMTHx8NisQDwr6gXcG4YJlLQHnzwwYDNj4gCj4E/EdEYCw0NBeDswOJNYmIiEhISAAA7duwYsUjS3yJiT/r7+4d9X+Rvy8kdF+Scs6v169dj5syZuHXrFrKzs2G1Wv0q6hXEplJXrlzxen7l5eWwWq1QqVTIysoa9nirV6/GjBkzAIzdqr/YQAyA3yvvviouLkZhYSEKCwuxadMmv47R2NgIh8MBlUol3cAS0cTEwJ+IaIwtWrQIwH+bUXmiUChQUlICtVqNGzduICkpCceOHXMr4DUajfj000+RkZGBN954I2DzKygowIYNG1BVVYXW1lbp92azGSUlJVL+99NPPy37mHLO2ZVarZY2jRKbb/lT1CukpKRApVLBYrHg119/9ThGBPCPPfYYpk2bBrPZ7PVls9mkjb2OHDkCm83m17w8MZlMeOutt6Qi40ceeQSPPvpowI4/nKeeegr79u3Dvn37/E7TEXsmLFmyROrnT0QTk2q8J0BE9P9Op9Nh//790Ov1iI6ORkREhNQ5pb6+HnPmzAEALF26FDU1Ndi4cSOam5uxfv16TJkyBWFhYejr63O7CcjLywvY/KxWKyorK1FZWQnA2WlHpVK5rdYvW7ZMVptIQe45u3rxxRfx7rvvYmBgwO+iXiE0NBTPPPMMTpw4gerq6iFtTi9cuIDff/8dgHNPhOG6IQ3W0tKCr776SroR8MXgeoU7d+6gq6tL+nd8fDyqqqr8vuEZDyJdSqSEEdHExRV/IqIxFhsbi++//x5r1qxBREQEOjo6YDAYYDAYhqwcZ2RkQK/XY8+ePVi2bBlmzJiBzs5OKJVKLFy4ELm5uaiursaBAwcCNr+dO3fi/fffh1arRVxcnNTBJjIyEhkZGSgrK8O5c+d8yjv35ZyFefPmYfHixQD8L+p1JTb9Onr06JBag9HuxOvv5we3Z+3t7UVUVBRWrlyJjz/+GI2NjQHfIXksNTc3o6GhAcHBwVIdBBFNXIqBsWrOTERE5AOTyQSNRgObzYba2lqsWLFiVMdzOByYP38+rl+/jh9++EHK+6fAefvtt1FUVIQtW7aMaccjIgoMrvgTEdGEUFJSApvNhnnz5vld1OtKqVTinXfeAQDs3bt31Mcjdz09PThw4ADUajWKiorGezpEJAMDfyIiGneNjY3Yv38/AOC1114LWI57VlYWli5diq+//loqQqXA+OCDD9De3o7t27e77UFARBMXi3uJiGjc3H///ejv74fJZAIAJCQkBLRwWaFQ4MMPP8SXX34p9ZqnwJg2bRp27dqFV199dbynQkQyMcefiIjGjVjZj4qKwqpVq7B3717MmjVrnGdFRPT/iSv+REQ0brj2RER09zDHn4iIiIhoEmDgT0REREQ0CTDwJyIiIiKaBBj4ExERERFNAgz8iYiIiIgmAQb+RERERESTAAN/IiIiIqJJgIE/EREREdEkwMCfiIiIiGgSYOBPRERERDQJ/A8Who/01z8kOQAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(figsize=(8, 6))\n", "\n", "# Draw some sample from the traces\n", "for a, b in zip(alpha_samples, beta_samples):\n", " axs.plot(\n", " np.linspace(-40, 40, 500), \n", " (norm.cdf(np.linspace(-40, 40, 500), loc=a, scale=b)),\n", " color='gray', alpha=.05, linewidth=2\n", " )\n", "\n", "# Plot psychometric function with average parameters\n", "slope = az.summary(idata, var_names=[\"mu_beta\"])['mean']['mu_beta']\n", "threshold = az.summary(idata, var_names=[\"mu_alpha\"])['mean']['mu_alpha']\n", "axs.plot(np.linspace(-40, 40, 500), \n", " (norm.cdf(np.linspace(-40, 40, 500), loc=threshold, scale=slope)),\n", " color='#4c72b0', linewidth=4)\n", "\n", "axs.plot([threshold, threshold], [0, .5], '--', color='#4c72b0', linewidth=2)\n", "axs.plot(threshold, .5, 'o', color='w', markeredgecolor='#4c72b0', \n", " markersize=15, markeredgewidth=3)\n", "\n", "plt.ylabel('P$_{(Response = More|Intensity)}$')\n", "plt.xlabel('Intensity ($\\Delta$ BPM)')\n", "plt.title('Group level estimate of the psychometric function')\n", "plt.tight_layout()\n", "sns.despine()" ] }, { "cell_type": "markdown", "id": "46f986be-5daf-4c04-84e4-ee2347c84eb6", "metadata": {}, "source": [ "## System configuration" ] }, { "cell_type": "code", "execution_count": 15, "id": "7302ac9d-f687-426d-88f1-d0144dd0aad6", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: Wed Jun 28 2023\n", "\n", "Python implementation: CPython\n", "Python version : 3.11.4\n", "IPython version : 8.14.0\n", "\n", "pymc : 5.5.0\n", "arviz : 0.15.1\n", "pytensor: 2.12.3\n", "\n", "numpy : 1.24.4\n", "matplotlib: 3.7.1\n", "arviz : 0.15.1\n", "seaborn : 0.12.2\n", "pymc : 5.5.0\n", "pandas : 2.0.2\n", "pytensor : 2.12.3\n", "\n", "Watermark: 2.4.2\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -n -u -v -iv -w -p pymc,arviz,pytensor" ] } ], "metadata": { "colab": { "collapsed_sections": [], "name": "psychophysiscs_groupLevel.ipynb", "provenance": [] }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.4" }, "vscode": { "interpreter": { "hash": "40d3a090f54c6569ab1632332b64b2c03c39dcf918b08424e98f38b5ae0af88f" } } }, "nbformat": 4, "nbformat_minor": 5 }