From 1a0324d473acbd4c9c8dfef256de96b95a07c20e Mon Sep 17 00:00:00 2001 From: Lars Bogner Date: Mon, 8 Sep 2025 13:28:06 +0200 Subject: [PATCH] Start coding of solutions - Implement OLS and Ridge as well as python structure - Start with gradient descent - Create plots for the above mentioned - Create a basic structure for the python source - Install pre commit hooks to check and format the code --- .pre-commit-config.yaml | 24 ++ figures/data_scatter.png | Bin 0 -> 330131 bytes figures/gradient_descent_convergence.pdf | Bin 0 -> 167590 bytes figures/ols_mse_r2.pdf | Bin 0 -> 172667 bytes figures/ols_parameter_plot.pdf | Bin 0 -> 205008 bytes figures/ridge_mse_r2.pdf | Bin 0 -> 172667 bytes figures/ridge_mse_r2_lambda.pdf | Bin 0 -> 234700 bytes figures/ridge_parameter_plot.pdf | Bin 0 -> 202523 bytes pyproject.toml | 4 + src/__init__.py | 0 src/datamanip.py | 82 +++++ src/main.ipynb | 427 +++++++++++++++++++++++ src/optimizers.py | 60 ++++ src/plotting.py | 133 +++++++ uv.lock | 55 +++ 15 files changed, 785 insertions(+) create mode 100644 .pre-commit-config.yaml create mode 100644 figures/data_scatter.png create mode 100644 figures/gradient_descent_convergence.pdf create mode 100644 figures/ols_mse_r2.pdf create mode 100644 figures/ols_parameter_plot.pdf create mode 100644 figures/ridge_mse_r2.pdf create mode 100644 figures/ridge_mse_r2_lambda.pdf create mode 100644 figures/ridge_parameter_plot.pdf create mode 100644 src/__init__.py create mode 100644 src/datamanip.py create mode 100644 src/main.ipynb create mode 100644 src/optimizers.py create mode 100644 src/plotting.py diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..2beb4c0 --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,24 @@ +repos: + # Ruff via uv + - repo: https://github.com/astral-sh/ruff-pre-commit + rev: v0.6.9 # pick the latest release + hooks: + - id: ruff + args: [--fix] # optional: auto-fix issues + - id: ruff-format # black-compatible formatter + + # Mypy via uv + - repo: local + hooks: + - id: mypy + name: mypy (via uv) + entry: uv run mypy + language: system + types: [python] + pass_filenames: false + args: + - --allow-redefinition + - --disable-error-code=import-untyped + - --ignore-missing-imports + - . + diff --git a/figures/data_scatter.png b/figures/data_scatter.png new file mode 100644 index 0000000000000000000000000000000000000000..1cb380a89e2405c54244b7ad963a3889b23018df GIT binary patch literal 330131 zcmeFYbyQSq+XpA+*&>+mvFw_uIA_7u_fOIM`G|~;< z9*^g|=UMA}zgpj)&#VO#duH$Z>fiOd?)^?%Q;7hd0v`kd5vVB3>w-XdH$Wh)S2u8h zPY@M0Lco)lr@|9YJr`R~pJ(niAdP39t}k3XUpPFc^R{vKaBy+v=i=qz65^n<_w;o2 z5aZ?s|MLwl7k4}E(z4ebz*%m(DjR!%KwR|bKMY@(v^NL?1X7Wg)%VTZob?OTU!J|b z_F=l!0Fq6)b3;c6>p6n$U8iIDPcDOYM!Bu>x_LwPv6ADhqjM7oe9p%-px!wbQC?Sv z-;SU(xdUw&lOHlMR3N^+5SkilI3TotzSz%TXNwdI;De(Ue_$o1^=I;XWO-D01XT>8 z*xt!Mx&vJP&w~X&EYRieHy}{x%tIMK3x6J@cQ9Z5{Td{5=f8*ktBrr$;lIA|-*EVE zIQ;(`4y=90xS-Aw1j3*X!o73lcd$CNJ`T6EsK5E=I>hkuat+$RU$V!8-Bcb?Z0zj& 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new file mode 100644 index 0000000..1ff3c65 --- /dev/null +++ b/src/datamanip.py @@ -0,0 +1,82 @@ +import numpy as np +from sklearn.preprocessing import StandardScaler # type: ignore +from sklearn.metrics import mean_squared_error, r2_score # type: ignore + + +def polynomial_features(x: np.ndarray, p: int, intercept: bool = True) -> np.ndarray: + """Generates a design matrix with polynomial features up to degree p. + Args: + x: The input data vector of shape (n_samples,). + p: The maximum polynomial degree. + intercept: Whether to include the intercept term (degree 0). + Returns: + The design matrix of shape (n_samples, p + 1) if intercept is True, + else (n_samples, p). + """ + if intercept: + P = np.arange(p + 1) + else: + P = np.arange(1, p + 1) + X = np.power(x[:, np.newaxis], P) + return X + + +def runge_function(x: np.ndarray) -> np.ndarray: + """Computes the Runge function values for the input x. + Args: + x: The input data vector of shape (n_samples,). + Returns: + The Runge function values of shape (n_samples,). + """ + return 1 / (1 + 25 * np.square(x)) + + +def scale_data( + X: np.ndarray, X_test: np.ndarray | None = None +) -> tuple[np.ndarray, np.ndarray | None]: + """Scales the input data using StandardScaler. + Args: + X: The training data matrix of shape (n_samples, n_features). + X_test: The test data matrix of shape (n_samples_test, n_features) or None. + Returns: + A tuple containing the scaled training data and the scaled test data (or None if X_test is None). + """ + scaler = StandardScaler() + single_feature = False + if len(X.shape) == 1: + X = X.reshape(-1, 1) + single_feature = True + if X_test is not None and single_feature: + X_test = X_test.reshape(-1, 1) + X_scaled = scaler.fit_transform(X) + if single_feature: + X_scaled = X_scaled.ravel() + if X_test is not None: + X_test_scaled = scaler.transform(X_test) + if single_feature: + X_test_scaled = X_test_scaled.ravel() + return X_scaled, X_test_scaled + return X_scaled, None + + +def noise_data(y: np.ndarray, noise_level: float = 1.0) -> np.ndarray: + """Adds Gaussian noise to the target data. + Args: + y: The target vector of shape (n_samples,). + noise_level: The standard deviation of the Gaussian noise. + Returns: + The noisy target vector of shape (n_samples,). + """ + noise = np.random.normal(0, noise_level, size=y.shape) + return y + noise + + +def evaluate_model(y_true: np.ndarray, y_pred: np.ndarray) -> tuple[float, float]: + """Evaluates the model using Mean Squared Error (MSE) and R^2 score. + Args: + y_true: The true target vector of shape (n_samples,). + y_pred: The predicted target vector of shape (n_samples,). + Returns: + A tuple containing the MSE and R^2 score. + """ + return mean_squared_error(y_true, y_pred), r2_score(y_true, y_pred) diff --git a/src/main.ipynb b/src/main.ipynb new file mode 100644 index 0000000..602a45d --- /dev/null +++ b/src/main.ipynb @@ -0,0 +1,427 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "aff163f5", + "metadata": {}, + "outputs": [], + "source": [ + "import optimizers\n", + "import datamanip\n", + "import plotting\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from sklearn.model_selection import train_test_split\n", + "import os" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ce858184", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/lars/Documents/Studium/UiO/data_analysis/project1/figures\n" + ] + } + ], + "source": [ + "FIG_DIR = os.path.abspath(\n", + " os.path.join(os.path.dirname(plotting.__file__), \"..\", \"figures\")\n", + ")\n", + "print(FIG_DIR)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "42354fb3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "

" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x = np.linspace(-1, 1, 100_000)\n", + "y = datamanip.noise_data(datamanip.runge_function(x), 1.0)\n", + "x_train, x_test, y_train, y_test = train_test_split(x, y, test_size=0.2)\n", + "\n", + "fig, ax = plt.subplots(figsize=plotting.get_figsize(0.5))\n", + "ax.scatter(x_train, y_train, label=\"Train Data\", s=1)\n", + "ax.scatter(x_test, y_test, label=\"Test Data\", s=1)\n", + "ax.set_xlabel(\"$x$\")\n", + "ax.set_ylabel(\"$y$\")\n", + "ax.legend()\n", + "fig.savefig(os.path.join(FIG_DIR, \"data_scatter.png\"), dpi=300)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0417dbc1", + "metadata": {}, + "outputs": [], + "source": [ + "beta_OLS_list = []\n", + "mse_list = []\n", + "train_mse_list = []\n", + "r2_list = []\n", + "train_r2_list = []\n", + "\n", + "polynomial_degrees = np.arange(1, 21)\n", + "\n", + "for polynomial_degree in polynomial_degrees:\n", + " X_train = datamanip.polynomial_features(x_train, polynomial_degree, False)\n", + " X_test = datamanip.polynomial_features(x_test, polynomial_degree, False)\n", + " X_train_scaled, X_test_scaled = datamanip.scale_data(X_train, X_test)\n", + " y_train_scaled, y_test_scaled = datamanip.scale_data(y_train, y_test)\n", + "\n", + " beta = optimizers.OLS_parameters(X_train_scaled, y_train_scaled)\n", + "\n", + " y_pred = X_test_scaled @ beta\n", + " mse, r2 = datamanip.evaluate_model(y_test_scaled, y_pred)\n", + " y_train_pred = X_train_scaled @ beta\n", + " train_mse, train_r2 = datamanip.evaluate_model(y_train_scaled, y_train_pred)\n", + "\n", + " train_mse_list.append(train_mse)\n", + " train_r2_list.append(train_r2)\n", + " beta_OLS_list.append(beta)\n", + " mse_list.append(mse)\n", + " r2_list.append(r2)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "86b15779", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotting.mse_r2_plot(\n", + " polynomial_degrees, train_mse_list, mse_list, train_r2_list, r2_list\n", + ")\n", + "fig.savefig(os.path.join(FIG_DIR, \"ols_mse_r2.pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6a5677a4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotting.parameter_plot(polynomial_degrees, beta_OLS_list)\n", + "fig.savefig(os.path.join(FIG_DIR, \"ols_parameter_plot.pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "1bb8c5b3", + "metadata": {}, + "outputs": [], + "source": [ + "beta_ridge_list = []\n", + "mse_ridge_list = []\n", + "train_mse_ridge_list = []\n", + "r2_ridge_list = []\n", + "train_r2_ridge_list = []\n", + "\n", + "lambda_values = [0.5]\n", + "\n", + "for polynomial_degree in polynomial_degrees:\n", + " X_train = datamanip.polynomial_features(x_train, polynomial_degree, False)\n", + " X_test = datamanip.polynomial_features(x_test, polynomial_degree, False)\n", + " X_train_scaled, X_test_scaled = datamanip.scale_data(X_train, X_test)\n", + " y_train_scaled, y_test_scaled = datamanip.scale_data(y_train, y_test)\n", + "\n", + " for lambda_ in lambda_values:\n", + " beta = optimizers.Ridge_parameters(X_train_scaled, y_train_scaled, lambda_)\n", + "\n", + " y_pred = X_test_scaled @ beta\n", + " mse, r2 = datamanip.evaluate_model(y_test_scaled, y_pred)\n", + " y_train_pred = X_train_scaled @ beta\n", + " train_mse, train_r2 = datamanip.evaluate_model(y_train_scaled, y_train_pred)\n", + "\n", + " train_mse_ridge_list.append(train_mse)\n", + " train_r2_ridge_list.append(train_r2)\n", + " beta_ridge_list.append(beta)\n", + " mse_ridge_list.append(mse)\n", + " r2_ridge_list.append(r2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d2549bca", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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2pSF9njCVkq5acC1Zm03SYv8zFlyf0Kwbx2/2cngNSq/T2NCQ/vnl69JVEwPNnc1Sb3v+YyOTUtzEF2J/q/TP9kgNtvRr8JVX0q+DWWr1PDkBNiDHLZvMDbDdXEIpBAAAAADVJx6PWz2ENY/B5/MpkUjo2LFjZR8TgI2j3kokZly8Xvo6b2s1Ni1dui7tzTlPZGb/SJeme1uH1NIoNduk7yWkn88WsWOZvHaL9JGbb9z//Dlzz1HWe/+3Len/b38uRUwKcEvpLNZ37cp/LJkydwx3bJVes+XG/du3mBtgq9Xz5ATYgBz3bDf/lycAAAAAaywNTOVmhRVrvRlsVo0hkUhoaGhI/f39a+qzFM8991xe2b5CbDabmpubJUm7du3S7t27pcV1tUop9dfY2KimpvzTHUvXbiyG0fqO8/PzWlgo/pJ2m81muAYYx1TZY0omk0omk5qZmSmqjVo4Jqvep59eb1J0qrHo7dciOiW9YfOcXrd5ecrOj6cbFJ1qrnj/92xL6jWt+e/T6YlGU0+d/u3PpTduT2cQLczP68nLNkmVfe2rSXdbUr+198Z78KWfNWvsmnn14m5tS8plv9H/5Gyjfj5r3vu/v3leMzM3/o/vb2nU89Pm9Z8JbmR+R5jd/8HWVHryLzI7CSL39W9sbNQ925tMPUd816ZZzSxJG7xrk00RmbeO6NIxmN3/6zfN6eWXf6ZXXy0upbahoUFNTU164YUXKj62lRBgA3Lsa0unA5txhVD35vwrkwAA65RKSVcuS3OzUnOLtHVbbdYXAACYZr3BsVoew8DAgCTJ6/VWvC+3213yPp/85Cf1qU99SpJ0/vz5ogJ0GTt37tTOnTvzHpubm9PZs2dLGkNXV5daW1vzHkskEkWf+JGklpYWw/KbHFNlj+n69euank6fmV0a8DJSC8dk1fs03NRtSpDnkZ/NqdX20rLHv566ebFwXGV9c1xqmsl/n55PHTT11OkzV9O3tPo7Zbv9elwvv3hjju9pu1lj2mxa/9uuxXX27I3+d6ZaJXWZ1v/OxEs6O3nj/6bZ/WeSADK/I8zu//Wb56ScYI7ZSRC5r//OnTu1b+dO084R79W0rl14SUZ/KfbZbtHF1CbLxnCTbtbPTPh/2L1Zmv/Fy/rsZz+rhx56qOL9lVP9/bYGVnHfDil23px+AADr9JNnpK+FpCdHpWeelCYnbjzX3iEdeqP0xh7pPQ9It99p5UirltfrVSwWK2mfVCqVd+WzzWaTbYVgZl9fnwYHB9c1zkqKxWJyu92KRqPyeDwKBAJWD2ldhoaGdPLkScViMSUSCTkcDtntdh09elQejycvU2VoaEiSqvr9AVB+sVhM4XBYkuRyuaweDoAqNZ5q1ctzlQ9uSdIlbVY81aJO240Aw3iq1ZQTu5J09nqDvq3dSsqmq2rWFTUprtYi9kS53KapvPuH2mb03WvmBdiW9r/DNqObUtOmzMG9ms6b+2b3b5QEYPbx39SSH8jf1yYdbJ4z5XeQ0esvE88R363CkURnY0IX5ysfYCs0hrs1rq+bMAfu2yHp5xXvpiIIsAFLHNqWvmojOlXExmvk3C7dubVy7QPAhvfY16XA56TT3y28zeSE9N3H07cv/JF0+Jcl77+V3v4OM0da9SKRSF6AzeFwyOl0qrOzU1osVZZIJDQyMqJoNJq373333adbb71VO3bs0OTkpLR40nZkZGRZRkY1B3C8Xm/22ILBoPr6+tTf32/1sEoWiUSyWSIej0eHDx+Ww+FQPB5XLBZTKBSSz+eT3+/X4OCgYrGYfD5fVb83QKVVujRitY4hcyGB0+k0vW8AteMFbTO5v+16k17NuW9u/8+o09T+qtHrNi3otq2NumWTdKBNOvGyeRk8SwMcu5sWTM0gMgqwmBVcqIrghoX9p49/97LH37xpWi/PtZvU/3KHtknO57+v6GvurVjfr3/2H3XzoV0Fn+9qvCbnc9aN4c7Tj+jnV7cr+rYHKta/8/GTuvN17Yrd8tqK9VFJBNgAA/fvSS8wW4lFdNub0u0DANZgYlz6gwfTWWulOv3d9O29D0ifGJI6SCVWzto/TqdToVDIsJRQRm6WWldXl/7X//pfkqTW1tZl64REo1G53W7FYrFl6wtVm6UZfNU+XiNer1fBYFAul0uhUMjwhL3H41EsFlNfX59Onz5dcuZiufT09Kw61wCzZC4myEgkEiUHvNYbILNiDJnstd7e3pL2W6tQKKTu7u5Vt1u6BlvGgQMHSl4Ha6nm5mZ1dZVW6iozllx2u13bthV/0r9QhjfHVNljamtrU0tLi26++eZlpRaN1MIxWfE+PXqpWTIhuJHxlG2HYg03PqNfKX7JOZTJr++zaXvOkkv3XRxVrKOn4v2+8xdPqeuX7s57rLGxUff91Lr+tVgg8ZVHvqczr3lzxfp2Pv89vfUdxhe8mNP/93XnHTeCN7m/I8zo/56ffk9vfafT8Pfe4T1b9PyoOf3nyv4uf+zruv8TXo39l+9pcse+svfdPn5RR//Dv1DL0H9R8q3/xHCbhm8N6/5PfNSyMTR/4l/r/p/+VGOv/5WK9X9/YFC64w4d+Iuvyufz6UMf+lBR++auwfa+972v7GMrFgE2wMCWJslzUHronDS9fI3dNdvckG53C//zAKB0P35a+lf3S69cWl87Xz0l/eAfpS99Rbr9ULlGV7MyJQRHR0dX3TaTzSZJ7e0rX0nodDo1Ojqqjo4OywI5xfL5fNk1iOx2ux54oHJX51VCMBhUMBiUw+HQ8PDwits6HA6NjY2pp6dnWUaiWazqFzBSjuyxpQGyah9DbuZyMUGvcrjjjjt06NDa/+a2tLQUsdXKGhoaigq0rKapqamoNb1WwzEZK9cxNTQ0ZNtaT3vVdExmv0+plHRxZt3dlWQ+ZdMkQTVLtTTmXzR36D//vpxv/VDFs1fe8A9fkn7t68ues7p/PfZ1feATXsUqGNy4/xP/XK3bAtLb32lR/0elnP7zfkeY0P8HPvnP1brd+Pib/jFiaf8KfE5bLsfl+cT79dB//HtNbytfluvmxXa3XI5LX3pI+ifvMd7wv/6Jmq0aw0+ekUa/ry1S5fv/4XfUcvYFHbz9Th08eLBsfZihoYhtgLq0r0366C3pjLNyaG9Kt7evrYiNAQD5fvy09Bv/dP3BtYxXLkm//q70B8Y6lgmW+Xy+irRvt9s1ODi4rFxktfF4PBodHVUoFNLZs2eromRcKTLvn9/vL3qfRx99tIIjKqza5wLqz9LAVLEZrLlzudwZbJUeQyh0IwucTFIAhcwky3vBMVZnk9TeKNmb0v8WXuG4MjY3SK25Z4p/8ox0+ru6P/Cg2scvVqTPbPbKD78j/eTZ/Cet7l/5AZbNl8tb5SIvuBD8Y+ON6N+6/hfnnyTtO/esPvrxd5VtHraPX9RHP/4u7Tu3OOcKzT+rx5BTOaji/S/pr5YQYANWsK9NerArvWbaeji3p9shuAYAazAxns5cm5wob7uTE9JvvT/dfp3KnMStZMbW0aNHK9Z2OTmdTvX399dccC0cDmdPsrtcrqL3ywQ/zRaJREzvE1jJ0v/zxQaBx8bGsj+vN0hl9hhy/x/W2u88AOaZL74yJsrkNVukT71W+uRr0v/eVvmlr/Ic2CTlVRZdPNltSoBDBifXre7f6uAG/VdNcCkzhgd/581yPn5yXX07Hz+pB3/nzfmBJUn68n+XLk/m38J/ae4Yjv9f6Uy2wOek/zIkfS1sbv8/Wr2qTjWiUB2wii1N0gf3p4Nkj8XTa7MVq3tzeqHQO7dWcoSwSmNjo3bu3Jl3HzBLXc2/P3iwfJlrS71ySfr0oPS5P6tM+1Uus87PWk6w2my2bJmiQmt8aDFwpTWuKYTV5ZaELPX1PXbsmIaGhiowqsICgUBZ2smdf1plDgKrcTqd2dKlxWaP5W53+PDhmhpDbtne9Za3BKpNXX1GrrCmOv3TescWqbMlnUV2dlp69qp5fd+85KLsWzZJz5dwDqrc/evJGye7MwGO4Ke/UpZSfe3jF+X5xPvzT7D/2Z9IX/nrG/fjr5rb/1+dkKLflxoapYYG6aWzeftkggsPe4cUfdvaLyJ0Pn5S9wcGbwT2Mj42IL0xZ23UJ0fM7f/TH5N+rS997A0N0uP5pecr3v9/+v9L/yznws//mR/EqXj//+e/lF7zOml2Vpqbk5744bJ9t1yO64Of+W05Hw/psQ/8rsZe/ytF99v91Ld135c/pztHvmG8wZ/9Sfq2ioqO4R8j6ZtV/T/9RLo+cY19tyPABhTp0Lb07dJ1KTolvXRdev6qZHRR12u3SO/bLe0lY21Da2pqyvvyBpipbubfY1+vfJmAr56S3us2rrm+wcVisTVnXthsNsOFqI3Y7XbFYrFssA3lk3uCPRqNlvQa2+12U9+TRCJRtgy2UuYfsBqXy5UNbhW7ZmTudv39/TUzhqX/B7nwARtN3XxGNkFrQ7pkYD2VidzcIA0cvHFu9+J16dmzq+1VPkurJ92zXYqYWGwjr/9USnrmybznKx7gmJ2Rfnah4H4V739qUvrBt1fct6LBhWd/lL5Z1f/3/zF9s6r/R/5n+mZV/88/l74V4dDIIzo08ogu3XKHor/m1kuv7dH52+7OW59s8+W4DrzwhG7+6aic/xDS3nPFtV0sq8dQkf4nJ6SrV6St28o2TjMQYANKtLdNevdi4OxPXpRi15Zvs7+V4BoAlEXgc+b0E/zjugywxeNxU9bfcTgcRWdkoDS579/x48fz1lYqRm9vbxFblceRI0dM6wsoRW425+hocaVpMsEwh8NRlt+jZo0hsw8ArMZmk/a3mZtBtadFOrIjMwDp0VelV2bN639picR9bZLj3FOK3fL6ivfdfe5H2nvHG/IeM7X/2BPa++KL0tnnpRfHpBd+bFiiv6IBjiJY3X/Ghgxu0H/J9p57Tu/+y09LSidgzGzaqvnmVjXNzaj12hVT1lG0egxl7392RhIBNqBu2JslGQTYpuatGA0AbDA5NdcrLlNz/fY7zemvipSjtNlqent7i15TCKXJff/C4bCCwaA8Hk/R+3u93ooHPxOJhNxuNyf2UbXsdrtcLpcikYhOnTq1ainT3Cwwn8+3avvhcFgOh2PFjNFKjyFjfDw/FYISkQBWYnaJwtdvkw7nJNb+fEZ6xcQMrmUlEn/yjO770h8o9qlwgT3K574v/YHU9R/yv4+Y2f9/+w9SCYEnqwMcVvefseGCG/S/ZjZJbdeuSNeumNhrdY2hLP23tJZzSKYgwAasQ3uB/0GTBNgAbATz8yuW6Ki4v/qiuf39jy9KA/+nuX1m3LRfajL/Y1kpgZj1CAQCGhoaktvtViKRUDwez5Y2m5hIXxkbi8Xk8/kUjUYVj8flcrl04sSJguXLYrGY/H6/RkZGsm1lsjiOHj1aVLm0SCSiUCikWCymeDyeHduJEycM9w8GgxodHc3bPhaLaWxsLJs9EolE5Pf7FYvFFIvFsifNvV6vXC7Xul5HI/39/bLb7dkAptfr1fDwsI4dO1ZU+cdSSkRGIhEFAoHse6TF19zlcunYsWPL3qtYLFYwsNbd3W3Yx8TEBCXrYIlAIKCenh4lEgmFw+EVf4dkgl9Op3PF36OJREI9PT3Z31F+v1+Dg4OmjsFoTABQLEtLFFZB//paSIdGHpHz8VOKvu2BAnuVod/HT6azqv7rHumDOb/T/zJgbv9rYHWAw+r+c22I4Ab9w0rtHdKWrVaPomQE2IB1aC+w9AcBtvqQTCY1NzeXvd/c3KyGhgZLx4T6Ycr8+9kF6a13lbfNavbfT6RvVvjW09KBW6zpex2SyfSiHDabTbZVFiI+ffq0otFo3ppBmUBKOByWz+dTIBCQw+FQT0+PwuGwYrGYYak0r9erkZERHTt2TH6/P9tOJujmdrvlcDjk9/tXPEGdSCSyAbpiTjqPjY1pZGSkYCZWX1+ftHgSPRO4CofDcrvdCofD8ng8q2alrMWJEyfkdruz98PhsMLhcDa4d/jwYblcrjWvt5bJQItEInK5XAqFQnnHNzAwoKGhIQUCgbwT/Z2dnfL7/dn7mQCqFoMDRiXtig2upVIppVI3VsItZg4CK3E4HNn/S263Oy9wnisYDGb/f61WkjUSieT9zjt+/PiKAbZKjGEpyvVio+M7WnnVVYlEg/71ZPpz6P2BBzX2+l/R5I59Ze+3ffyi7g8s/m0I/2X6toRp/a+T1QEOq/sHal5Dg/TaO9NZZE1N0gs/kaZMvDjrrrvz6/TWCD5lAOtQMINtLr0eLDa2ubk5nT17NnvL/SIHVBrzD1ZLJpOamZnRzMxMXqCjkFAopLGxsWUZSolEQj6fT8PDw9nyaJlgl1Egy+fzKRgMqre3Vy6XK68th8OhQCCQzSBzu90KBoMFx9Tf36/R0VFNTEwUlV3m9/s1OjqqVCq1LFjV19cnt9ut4eHhvOf6+/uzQaZgMJhX1q1ccvvIlcmC8fl86unpkc1mU19fn8Lh4ssMxWIxdXV1KRKJaHBw0PD4Hn30UWkx8Jn7emcCfJlbbqAg9/HcW7FSqVR2/hU7B4HV9Pf3a3h4WHa7XT09PXnzOZFIyOv1ZrNRz549u+q6Z0sDxsWsk1buMSy1tCQkGaPYaPiMXGaLJQrNcN+X/iBdst3K/v/970q//6+lAbf03l+VvvctaXHdL88n3q/Nl8t7kcLmxXa3rNKu1f2b5jV3SJ8J3ri95nXm9n9zl/SvPy59dFD68L+VWk0uVdfcLP3T+6V3fyD9b3OBq/orpbFRer1Tuuse6Y7XSw2N5vYvm7StXdpuT/9rav6hpJYW6Tc+JP3mR6Tf/jfS/pvN7f+NvdJXv51/e2OPuWN481ulv/2e9JXHpVBE+t8/ZG7/bzD5eMuEABuwDtsLBNhmU9L1pNmjAQCg+mWCLhkDAwN52Uy9vb3Z54wCLpmTzcFgsOC6Q4ODg9mTxl6vt6hxZbLPinX06NHsz4FAQHa7vWCZttzHK5HBpsVjDoVCq54sj0Qicrvd6ujoKCrY19fXp0QiIafTaRjE02KJukxWTilrQQHVKBO48vv9CgQC6ujoUEdHh7q6uhSPxzU8PJwNgBXTVub/hsPhKDrbrJxjWMrn88npdMput1fs9xGADWSxROJrnny8ot1kSxSe+nPp1Z9Lv3glfTv559kSiab0/z/+TDr559I3vy4980TeldP7zj2rj378XWofv1iWPtvHL+qjH3+X9p17toitre/fFK53S+//9Rs317vN7f/dH5B+9/+S/u2/lx78A6nnzeb2/6Zfkf7kL6T//Ofpfw+/xdz+7/016W++Jf3Pf5D+13ele3/V3P7f8jbpifPSmZfT//7yW83t//BbpP/wx9InhqRj/7f0XncRO5XRL79NOvTG/Nsvv83cMSwNcL3H5NfA7P7KhAAbsA72FYqsUiYSAABjmQyKRCKhaDSaF0hzOp1KpVIaHR3V8PDwsn1zSzmuVOost81CJR1zrSeLIxgM6sSJwuVFc9suZixr1d/fr4mJCQUCgVWzwRKJhPr6+lbM8PN6vdnydseOHVuxvczziURCQ0NDaxo/UC0yAfNMhmvmFgqFSl5L0e/3K5VKFSz3aMYYcjkcjmybZq3DCaCGPTmqSze/Ti9131OxLvJKFP75F6Rf6pbuvS19+4s/lRZLJJYrsLRi/6vYd+5ZPfg7b5bz8ZPr6tP5+Ek9+DtvLjm4ZUr/tzik+94pfeh30plcZlp6ct3qk/tmZw8tDW7Qv7X9Wz3/qmEMtx+SDv+yOX2/6S3S7Xea01eZEWAD1qFQBpsWy0QCAICVFVojrdB6YZlsscwaa4Xknsiu9JpDDodj1QBd5nkz1j/yeDwaHh7OntTPrI1mdHLf6/UaBv0SiURe8G2ltey0eHyZ9smKAQBgA0ilNHX+ok586sua2dpekS5qsUTilstxffAzv63f/lS/up/6dkn9dT/1bQ186gP64Gd+e81lGSve/1e/LZ0ISb9/PJ3JZeXJdatP7lsd3KB/a/u3ev5Vyxi8v2dO/x6T+qmAFcIDAFbT1CBtaZSuLix/jgw2AABWd/jw4ZK293g8RWVd7NixI/tzbtZbJeSWtaw2Docj7/WKxWLy+Xx567ANDAxodHQ0b79Tp26UYioU7FzK6XQqFotls94AAEDtmpm6rBO/d0ITuyuzDlH7+EV5PvH+kkskBj/9FU3u2Gd6/0sdGnlEh0Ye0aVb7lD019x66bU9On/b3ZredmOty82X4zrwwhO6+aejcv5DSHvPPbfucVe0//YOacvW/Me8vyed/m7Zxl1QoZPrVvafCW6Y0f9KAUb6t6Z/VcH8r4YxvP2d6eDj14ordb4m731Aevs7Ktd+hRFgA9apvYkAG4AN6qb90reetq7/f/vb0uj3zeuv517ps180r79cN+23pt8qUErJtEKi0agikYjGxsYUj8dND/J0d3cXvW2lg32ryawD5fP5sqUco9GootFoXiAttzxnpqRnMW1nxGKxsry3AADAfMmU9N9ebdP51xR3kU2pnI+f1P2BwZKzuDIlEh/2Din6tqNF7FHe/o3sPfec3v2Xn5YkpSTNbNqq+eZWNc3NqPXaFdlKaeyXflUK/D837nuPSj9YOUutrP3fdbdkW7KH1SfXre7f6uAG/RNcqoYxfPIPpR9+W3rlUvn73rM3ve5dDSPABqxTe5N0cWb54wTYANS8pibpwC3W9f+mt5gbYHvTr1h7vHVqrWufxWIx+f3+bBnD/v5+9fX1qbe3Vw6HQ8FgUD6fr8yjNbae9dvWKxwOy+l0lhzM8vv9ikQi2fKQIyMjeQG23ABlJBIpOoiYGUexQTkAAFBdUinpK69Iz862FNzm0A/+Tvc+8iU9/v7/U2Ov/5Wi2+5+6tu678uf050j31jz+DIlEp2Ph/TYB363/P3f9y5p3wFp101S9PvSt5avCVyITVLbtSvStStF75PH+UvStu3591cJsJW1/6VrUGVYfXLdyv6tDm7QP8GlahhDxw7pS1+Rfv1d0uRE+fpu70i327GjiI2rFwE2YJ3am40fZw02AFin97ilL/yRuf3BdGsJxHi93mxgzePxyO/3WxrkstLJkycVj8eLKpu5lN/vV19fnyQtKxGZm2nn8XhYVw0AgDrxrbj07RXOnx786ag+OPRbap2Z1l0//PrGK5EYPHkji+snz5QUYFs3ozWoquH7kNUn163u3+rgBv0TXKqGMdx+SPrrv5d+6/3leS/27E33ffuh9bdlMQJswDq1F/hfNEUGGwCsTzXUXEfV6enpyWZdhUIh9ff3Wz0ky42Nja1pv9y14+Lx/BJJDocjm8W29LlKiUajOn78uEKhCl6hCgAACnpySvrqzws/3/HKOf32px9Q68x09rGylii8503Sf3wo/bPNJvn+P9KZH664S0VLJFr9fcTq/peOxcqT61b2b3Vwg/4JLlXTGP72e9KnB6WvnipihwLe+0A6sFnjmWsZDVYPAKhpqZTa568ZPkWJSAAoA+8Ki/2W00qLCqNqeL3ebHDN4/GsKbhm9RpolRCJRNa0X27W39ISk4XKRVZSZv08AABgvhenpb+6mA5SGWm7kpDnUx/Q9kThCFymROHWqXG1lRrckqR7f0267XXpW/ft0r2/WtLu6+7fqESi1d9HrO4/V+bk+nsfWF9f730g3U6pmStW9p8JbuzZu76+M/bsTbdXaoCR/q3pX1Uw/6tlDB07pM/9mfTFUDowX4o3vUX6Yji9/wYJrokAW/UYGhqSzWYz/aRCMBhUT0+POjo6sje3273mEzWVarOq/OQZ6TOfkj74HqnnFrX/7r8w3GxqPqWFQp9MAQDFydRcr6TVaq6jKiQSiWxZSC0G21ZSKKvL5/PltbMRRKPRbOCx1P0yjh49mvdc7utbattrGQsAALDOL2alL56X5gqcw2icm9W/+r9/Qze9/JPKDsSoRKKZjPqz+vuI1f0vZfXJdSv7tzq4Qf8El6plDFr83fTXX5f+7gfSRz4mveXtSm3PX7Yhtd0uveXt6ef/7gfp7TfguRdKRFosFovJ6/WaHnyKRqM6cuSIOjs75fP5sut2xGIxBQIB9fX1qb+/XydOnCh6TZNKtFlVHvu6FPjcstT89vGLhpunZNNlz2/I/hu/uSF/eQCAaayuuY6qsPQipNwMKyMjIyMVHlF1cbvdGh0dLekz1smTJ6XF7LWlr6fD4VB/f7/C4bAkKRwOF5UxmEgk1NPTo4mJiWVjyV1vzyiTMBaLLcukAwAAlXV1XjrxsnR1ofA2R//zR/Wap/6xsgOp5hKJVn8fsbp/I29/Z/r2k2elr4WkH41KTz+RX8KvvSNddvMNPekgYTlL8lvVfya48V63FPxj6YffKX7fN70lnSm4nnOE9G9t/xlWz/9qGYOUbvP2T0qSZq9f17lnn5Ftbk6p5mbdcuchtba1lb/PKkOAzUSJREIjIyOKxWIaGxtTJBKx5ArfSCSivr4+ORyOZSdiHA6H/H6/uru7s2WYijlZU4k2q8bEuPQHD6Z/WRloH/9ZwV2nXr4g+2/3b7jaskhrbm5WV1dX3n3ALHU1/6qh5jqWaWhoUGtrqyTJZiu5AE9WPB4v6jPB0m0SiUTB/RKJRF5ALncNsXg8nhfo2ShisZiOHDmiRx99tKjXMxaLaWgofTIlEAgYbnPixAlFIhElEgn5fD65XK5V2x4YGJDH4zHcrqfnRtmlkZGRZUG90dFRHT58eNWxa3HOZeaf1jkHAQAbR119Ri6DuaT0Z+fTGWyFvHPiWR1+7P+p/GBWKpFoRoBtpRKJVn8fsbr/leScXFcqJV29Is3OSC2t0pat+WvaVYJV/Vsd3DDoP/X0Gdkmb1zElmq3y3bXPRsrwFkt/WdYPf+rZQyLmltadMuhu27cr5O/wQTYTDQyMqK+vj7Z7Xb19vbK5XIpFAqpp6fHtPVAEomE3O50ankoFCp4ksTj8Wh0dFTBYFBHjhzR6OioqW1WjR8/Lf2r+1e8SmjL1KtqnJvRQnPrsucmd+yTno+mF378wT+WvngkqlruyWXAbHU3/6phQV/kfV5JJBJqaFhbtfHcgFexn4EcDodcLlc26//UqVPZbPml3G63Tpw4kf18klsuMhaLGWa/lfpZbHx8vKR9K/1Zz+VySZK6urp04sSJFbPNIpFI9rUJBALZfZey2+0aHR1VT0+PYrGYenp6VrxIyufzKRqNFizP+cADD2RLTwYCgWXv36lTp3T27NmijtdmsxFUAwAsU3efkdchmZL++pJ01nhZeUnSm7bM6Z986ncrP5hiSiQWuOi54v1nWP19xOr+i2GzSVu3SdpWvjarvX+rgxs5/duW9G/byAHOauk/l9XzvwrGUK9/gwmwmcjlcimVsnZRroGBASUSCTmdzlVLK2XWKIlGoyuWBapEm1Xhx09Lv/FPV706yCapffyS4jfduuy5yR05i2++cil9tVGpi2gCANIyNdc/PZi+cGGtyCpeVW7p6kQioXg8vizLKRaLqa+vT263W52dndmgS2dnp+HngWg0qng8nv0MkDEwMCCv15stDVgo2CNJw8PDcrvdCofD2UBNbpAmU3o7U5Z6cHBQQ0NDGhoaUnd3t8bGxtTZ2ZntKxaLZW/Hjx/PtuPz+RSPx+VwONTb25s9tswxxGKxvHXcjh8/LrvdLofDkb1lXsdEIqHh4eG843C73Tp69KjsdvuKx1ssu92evcgpGAxqYGBAbrdb/f39Onz4cN7xDg8PKxKJZPdZ7bOYw+HQ2bNnNTAwoHA4rK6uLh07dkz9/f1yOByKxWKKRCLy+/3ZSgarjdPtdisajcrr9crv9ysej8vr9RbMfAMAAOX3t7+QzkwVfv41rfNyf/yfyTbyvcoOpJZKJFr9fcTq/rEyqwMs9G99gAt1yZayOuIDdXR0ZK9qHhsbq9jaE4lEQh0dHZKkwcFB+f3+Vffp7u7OXultdMKkEm2W6plnntFdd91IP3366ad16NA6A1gT49K731z0h7f/NDSsF++8d9njrpN/qHf/5afzH9yzN/2BiA8yAEwwPz+v559/Pu+x17zmNWpqqvFrbB77urU11ze4zGeTUoMdmQtujP6+Z/7+q0C5x4xiPgtFo1GdPHkyG8ByOBzZ0o+ZUoYZmYt7tJhBlRsozATrVhrT6OhoNmBYzPb9/f0KhUKKxWLq7u423DZ3+/V+9ssNKOYKh8MaHh7OlifPvJ+9vb3q6+vT4OBgyX1l1tWNRCJ5bbpcLnm93qKDhbFYTH6/X6dOncrOmaNHj65pTIVU6ndfRT53AhsQ/1dQr1IpaSYpzaekJpvU2mBuAkWx/X93QgoVXu1CNzUv6N98+gPa9J1HKzpetXcUfxHyT56pTInEtV4EbfX3Eav7B4AqYfXnzho/u4ZS5F5pXez6Fpkrk6PRqOHC85Vosyr8wYMlXRnVPn7R8PHJHfuWP/jKpfTVRp/7s/WMEADqW7XUXN+gJibKeOJiUaGygWtRTNZ8ht/vL3gBUChUWqmhUrZ3OBymVC4otH5af39/2SsFZNbVLUc7gUCg4NgBAKglF6+nM8HOXZMuXJemkzee29wg7W+TbtkkObdLe9us7/+5K9KXVwiubW9MyjP0m5UPrtV6iUSrv49Y3T8AQCLAVl9OnjyZ/bnYK9Jzg1+RSGTZWhmVaNNyj3295NrehQNsew0f11dPSe91pz8MoWbNz8/nZV3Y7fbazwpCzWD+Laqmmut1JJVKaX5+Pnu/qamJ9bBgKuYgAMCImZ+Rn7ksfXNciq2whtl0Unp+On2LjEuOTdKRndKdW63pf3+r9MqMlCywfYstpd/+/L9Wx6P/s3Cju/ZIr3dK3/z7tQ9+I5VIzPk+Mj83p8mLF6S5Wam5Re379qupuXn9fRTZP9+H6hvnCGC1ep2DG/8IkRWNRrM/d3Z2FrVPbtDMqNxTJdq0XOBzJe9iHze+esowgy0j+McE2GrcwsKCXn311ez9bdu21cUfDlQH5p8Baq6bZmlwo7GxkeAGTMUcBAAYMeMz8tV56eFXpOgK65cVErsmxV5OZ5Pdv0fasoahraf/CzOFn7Mppd/87/9eB7/23wpvtGev9Fd/J3XdZl2Jwo4d6YpA73VXXYnEhWRSv7h2PX1n/rq2JpPmnnjl+1Bd4xwBrFavc3DjHyGkxbUuchVblnHHjhtX84yMjFS8Tcv95Bnp9HdL3m17vECArfOmwjv98DvpVH5S9AEAAAAAqHoXr0vBl6XJ+SI2XkF0ShqbljwHpX0llI0sV/9GPvC3f6I7//o/Fd4gN7imKihRaHX/AAAQYKsfuemZpcjNNlvaRiXatFyJpSEzCpWIvL7VrpnWzWqdmS7cXyaVHwAAAAAAVKWL16WHzuWvcbYek/Pp9j56S3FBtnL3n+vt3w3pLV/4vwpvsDS4lsvqEoVW9w8AqGsNVg8AtSMej9dEm+vy5NpKVrYXKBGp1cpE/qgKS2QCAAAAAICsq/PpzLFyB7emk+l2r66SkVap/iWpaW5Gb/8vDxbeYM9e6a/+1ji4tlSmRGHnzvS/Zge3rO4fAFB3yGCrE0sDWblZZMVamm1WiTbL4bnnntPs7Oyq29lsNjUvLja7a9cu7d61S3rmyTX12V6gRKQkTe24SbsvvmD4XOqpM5q9fl1aHEtDQ37Me35+XgsLC0WPw2azqaWlZdnjs7OzSqVSRbfT2Ni4rEZuMpnU3Nxc0W1IqptjSiaTSiaTmplZoaB9jlo4po34Pm3EY8rMPUkF59/CwkJ2G5vNZrhGUeb5Yhm1k0qlSnpdytnO0tdFHFNZx1KonaX3VxtfLRzTRnyfNuoxrTYHk8lkdhuj33uzs7N65ZVX8tYIWElDQ4Oampr0wgvGn+kAABvbw69UpiyjFjPZHn5F+uB+a/qfb27V33j8+uBnfnv5k9ng2msq0zkAADWOAFudqEQgq+rKOy5yu90l7/PJT35Sn/p3/za/VncJWmauadOVCV3b2rHsuZUy2GxTCZ179hklN29RV1eXWltb855PJBJFn/iRpJaWFsO18M6fP19U0DFj586d2rlzZ95jc3NzOnv2bNFtSKqbY7p+/bqmp9NlQItZvLMWjmkjvk8b8Zhy554KzL9UKpUdb0tLi+GJ5rm5uZJOoDc1NWUvUMjtp9ggc0Zra+uy8czPz2t+vvizBw0NDcteF3FMUoWPaWFhYcMd00Z8nzb6Ma10bAsLCysG2M6fP6/Pfvazeuihh0oaEwCg/jxzOb1mWiVFpyTndunQNov6f9tROR8P6dDIIzce3H0TwTUAAFZBiUggY674E+ZGCpWJTKxUIlKSrcQsFgAAAAAAYI5vjpvTz2MFVtAwrf8P/O6NO7tvkv7H3xFcAwBgFQTY6sRayjda0aalmpeXgitF+/hFw8cnd+xdcb/Ukiu8AQAAAACA9S5el2LXzOlrbFq6dN3C/l//K7p0yx0E1wAAKAElIutEZ2dn3v1EIlFygGzp9pVosxxCoZC6u7tX3W7pGmzauk1q71hzmcj28Z8ZPj7VWTjAltpu1y13HsquwbaU3W7Xtm0GNSIKMCqBJEkHDhwoec2opZqbm9XV1VV0G5l9ltqIx9TW1qaWlhbdfPPNhqW1lqqFY9qI79NGPKbM3JNUcP4tLCxky1EWOiajtldi1I7NZitq/q/WTlNTk+FrViqOqbLHtHRtwULlR1dTTce0Ed+njXxMS38PL52D8/PzK87JAwcOyOfz6UMf+lBRY8ldg+1973tfSccBAKhdZypcmnGp6JT07jYL+3/Xv9S7+/sIrgEAUCQCbHWiHIGspQG1SrRZDnfccYcOHTq0tp0PvVH67uNr2rVwBtsKa7C9/h61trUVfL6pqamoNb1WkzkBvx6F1mUp1UY8poaGhmxb62mvmo5pI75PG/GYMnNPi2sVGbU5Pz+f3WaldtbLZrOtKcBSqXY4psqOZWkbNpttTeOrtmPaiO/TRj2mpWvCLZ2DDQ0NK/bX0tKigwcP6uDBg+seEwBg4zpnUvZYxqPj0j/EpcxlJPPFX9dXFi+95zelri3mdgoAQA2jRGSdWBrIiscLFPdeIpFIZH9eLYOtHG1a7o09a951TSUi37D2/gAAAAAAQGWkUtKF60VsWM4+Jc2mpLnFm8nxNZ23bVEJxToAAKh7ZLDViaWBrNwg10rGxsayPzscjoq3abn3uKUv/NGadm0fv2T4+GTnXiVtNjUYfUp9j3tNfaE62Gy2vGymclyZDxSL+QerlSOrCVgP5iAAYKlyfkaeSUrTySI23ECmk+njblt/hem6xHc0WIn5B6vV6xwkwFZHnE6notGoVEK2We52hw8fNqVNS91+SDr8y9Lp75a86/a4cYAt2dSsq9t3aNvkq/lPvOkt0u13rnWkqAItLS3VFyRG3WD+wUrlKnMKrBVzEABgpJyfkc0uz1gt6vW4y4HvaLAS8w9Wq9c5yGWfdcTlcmV/jsViRe2Tu11/f78pbVrO+3tr2q1QiUgVWofNs7Z+AAAAAABAZTXVx4X3y9TrcQMAsBYE2OrIsWPHsj+Pjo4WtU8mO83hcBhGoCvRpuXe/s41lW7cNvkLNSzMGz63LMD23gekt79jrSMEAAAAAAAV1NogbZbxd/yNarMW1MqZQgAAisafzQ0iHA5nA1eF2O32bMbZqVOnVm0zEolkf/b5fKa1WRU++YfSnr0l7dKQTGrbxCuGz0125rS1Z6/0iaH1jhAAAAAAAFSIzSbtf/UlU/vcN3lJv31AGjiYvu2bNF6KolIO/OJF1cmSOQAAlAUBtiqTSCRK3r67u1tut1s9PT0aGlo5cBMIBGS325VIJBQOh1fdVovrrHk8HlPbtFzHDulLX5HaO0rarVCZyMkdiwG29o50ux07yjFKAAAAAABQIbf8ZMTU/u585L/rUG+H7uxZvD3yV6b2f/NPi6tMBAAA0giwVYHcoFo8Hi9p30gkkrem2fHjx1fc3uFw6MSJE5Ikt9tdcN20YDCocDgsu92uUChkeptV4fZD0l//fUmZbO3jxleXTe7Yl27nr/8+3S42hNnZWcVisextdnbW6iGhjjD/YKVkMqmZmZnsLZlMWj0k1BnmIADASFk/I6dSuudrJ8o5vFU5vxWS5uezt3u+Ze65E+dXg1IqZWqfGwnf0WAl5h+sVq9zkACbySKRSPYWDAbV09OT97zX69XQ0JDC4XB2u5Wy2ux2e979YtY06+/v1/DwsOx2u3p6ehQMBrPPJRIJeb1eeb1euVwunT171rI2q8Lth6S//V56zbQiFMxgu8OZbofg2oaSSqU0OzubvaX4IgITMf9gtWQymb0BVmAOAgCWKutn5CuXte/p78vx9HfKOcSCup/6tvaeey7vsX3nnjW3/2d+IF29Ykp/GxHf0WAl5h+sVq9zsMnqAdSbvr4+aUlgLPfneDyel4WWSCQUCoXU399v2J7L5dLg4KCGhobkcDiKzgzLBLpOnTqlQCCQtx6ay+XS8PBwdm21YlWizarQsUP63J9J73VLwT+Wflj4w217/GeGj0+95vVSadUmAQAAAACAVebSV97fF/6cYne9peLd3fflzxk/bnb/szOStlW8PwAANgICbCarROTW7/fL7/eXvJ/dbpfH4ynrWmiVaLNqvP2d6dtPnpW+FpJ+NCp99/G88gkFM9jmTRwnAAAAAABYn+YWSdKhkUfkfPyUom8rrrLNWjgfP6k7R75h+Jzp/be0VqwfAAA2GkpEAqW6/U7pY5+U/ttXpdtel/dUoQDb1QVpjupFAAAAAADUhq3bpPZ0KZr7Aw8W/L6/Xu3jF3V/YHDFbUzrv71D2rK1Iv0AALAREWAD1mPP3ry77eOXCm46RRYbAAAAAAC1wWaTDr1RkrTlclyeT7xfmy/Hy9rF5sV2t2TaPfRG6c//RvqL/5m+3fkGc/u/6+70cQMAgKIQYAPWY/dNeXdXCrBRJhIAAAAAgBryxp7sj/vOPauPfvxd2l6mTLL28Yv66MffpX3nnr3x4K/1Sb96RPqV+9K3t/Yt679cmWyG/b+hZ6VdAADAEgTYgPVYksHWdu2yWqcvG25KgA0AAAAAgBryHnfe3X3nntVvfNa77madj5/Ug7/z5vzglkF/Rv0/+DtvlvPxk+b0DwAAVtRk9QCAmrbrpmUPtY9f0s83b1v2+OScSWMCAAAAAADrd/sh6fAvS6e/m33oyV95/5qb637q27rvy5/TnSPfWP7km96SXvN9lf63XI7rg5/5bTkfD+mxD/yuxl7/K5XrHwAArIgAG7AeSzLYJGl7/JJ+fvC1yx4ngw0AAAAAgBrj/b1sgGumbYuibzXO8to8NS7ZbJre1nnjsctxHXjhCd3801E5/yGkveeeK9yP5/dW7T/XoZFHdGjkEV265Q5Ff82tl17bo/O33V3+/gEAQEEE2ID12LVn2UOF6qETYAOAykqlpJmkNJ+SmmxSawNrtAMAAGCd3v7OdOnEr4X0xK+8XzMGFWskyf3Q7+qN3/kbzWzaqvnmVjXNzaj12hUV9XH0vQ9Ib3/Hqv0b2XvuOb37Lz8tSUpJ5e8fAAAURIANWA+DDLb28UuGm1IiEgDK7+J16cyUdO6adOG6NJ288dzmBml/m3TLJsm5XdrbZuVIAQAAULM++YfSD7+t77/jXxo+vWXyVd31g7+TTVLbtSvStSvFt71nr/SJoaL61yvG5xsyKtY/AAAwRIANWA8y2OpaY2Ojdu7cmXcfMEu9z79nLkvfHJdi1wpvM52Unp9O3yLjkmOTdGSndOdWM0da/bxer2KxWMn7pVKp7M+2VVIF+/r6NDg4uKbx1YOhoSGdPHlSsVhMiURCDodDdrtdR48elcfjkd1uz9tWUt2/njabTU1NTXn3AQCo2Gfkjh269F//Ti+mbjN8+vA3/1pN87Olt9veIX3pK1LHjlX715e+Iv36u6TJidL7WW//KEq9f0eDtZh/sFq9zkECbMB6tLZJ9g4pceMDbnvc+Iqyqfl0+TLO/2wcTU1NeX84ADPV6/y7Oi89/IoUnSp939g1KfZyOpvt/j3SFj4FSZIikUhegM3hcMjpdKqzM71+h91uVyKR0MjIiKLRaN6+LpcrGwxKJBKSpFgsppGRkez9jHoPCBmJRCJyu9PruHg8Hh0+fFgOh0PxeFyxWEyhUEg+n09+v1+Dg4OKxWLy+Xy8losBtebmZquHAQCoMpX8jPyDjtukuPFz9z7yF6U3uGdvOrh1+6Hitr/9kPTXfy/91vtXzWSrSP9YVb1+R0N1YP7BavU6Bzm1BKzX7r35AbYCJSLnUulsii31EbwHgLK7eF0Kvrz+jODolDQ2LXkOSvsoG6l4PH2myOl0KhQKyeFwFNw2N0vI4XBoeHi44LbRaFRut1uxWCzbR7Xq6elZ9djLzev1KhgMyuVyKRQK5WWpZXg8HsViMfX19en06dNryjQsByteHwAAqsl8UhqZNH6u65nvac/5n5TW4HsfSJdlLDVz7PZD0t9+T/r0oPTVU6XtW47+AQBAngarBwDUvN035d0tVCJSrMMGAGt28br00LnyldudnE+3d/F6edqrZZmShKOjo6sGUHKDQEYBoVxOp1Ojo6PSYlZbNVuamVdpwWBQwWAwG6Rc6bV0OBwaGxtTLBYzfZwZVvULAEC1eOqKdHXB+Ll7v1FC9tqb3iJ9MSx97s/WHtzq2JHe/4uhdHulKEf/AAAgiww2YL2WBNi2T7wiWzKpVMPy+PXUvLTPxKEBwEZwdT6duTadLG+708l0uw921W+5yEwZR5/PV5H27Xa7BgcHs+uGVaOlpSzNkHm9/X5/0fs8+uij6ujoqOCojFnx+gAAUG2+X+DPYdvVSb3x21+RbntduuTi00/kr5HW3iHddbf0hh7pPW7p9jvLN6i3vzN9+8mz0tdC0o9Gze0fAAAQYAPWbUmArXFhXlsnf6HLHXuWbVquzAtUh2Qyqbm5G2mJzc3NajAIrAKVUE/z7+FXKvf7c3JxTbcP7q9M+9UuU7rxgQceWNP+yWQ66mmz2fLKR+Y6evRoVQfYIpGIqf2Fw+Fs0MrlchW9n1XBSrNfn2KlUimlUqns/ZXmIACgflTiM/Krs9JPrxo/5/xWSK0z09J/+pL0urvSC69fvSLNzkgtrdKWrZVfiP32O6XbP5n+2Yr+kVVP39FQfZh/sFq9zkECbMB67d677KH28YvGATZKRG4oc3NzOnv2bPZ+V1eXWltbLR0T6ke9zL9nLqfXTKuk6JTk3C4d2lbZfqpRIpGQ3W5ftdyjkWQyqZmZGUlSa2trweCG0+nM66vaBAIBU/vLXbeu1Nfj2LFjpgfYzH59ipVKpbLzT6vMQQBA/ajEZ+QfrpDMfe8jfyHd9850cE1KB7O2bpNk0QdLq/uvc/XyHQ3VifkHq9XrHNz4IUSg0pZksElS+/glw00TZLABQEm+OW5OP4/Fzemn2sRisVXXXSsHu91eleuwJRIJ0zO0MlmDWsPaZna7PRuwNIMVrw8AANVkISX9cNL4uf1jT+rA2BPSh/+d2cMCAABVggAbsF4GAbbtceMA2xQBNgAo2sXrUuyaOX2NTUuXrpvTVzWJx+OmBNgcDkdeYKlaHDlyxPQ+c1/v48ePl7x/b29vmUdUmBWvDwAA1eTHVwqXKr/3kT+X7U1vkXruNXtYAACgSlAiElivPctLRNrHLxpuyhpsAGrJQsra0rbfnShiozL6zoR03w5z+8xob5YaLapud/jw4Yr30dvbm113rBokEgm53e6SM8jKIff1DofDCgaD8ng8Re/v9XorHqy08vUBAKCafL/Ax5fmmWvq+VZI+pMvmT0kAABQRQiwAeu1a/laa4VKRLIGG4BaMjkn/Ycxq0dhnu8k0jcr/PtuqbPF/H5LCeysR6F1vCKRiAKBgKLRaDZo5HA45HK5dOzYsVXXKAsGgwqFQnnlJ+12u3p7e+X3+3Xq1CkFAgGNjo5KiyUxCwWOuru7DfuYmJgo69px/f39stvt2YCj1+vV8PCwjh07VlT5x1JKRJb6+lbD6wMAQLWYnJOevZKStPwqqDd+5yvadOut0q+5LBkbAACoDgTYgPVqbZPsHVLiRqpFe4EMtisL6YwQq7IUAACoBpkMqUgkIpfLpVAolA0chcNhDQwMaGhoSIFAwDAIGIvF1NfXJ4fDIb/fvyzoFA6H1dPTo1gslhf86ezslN/vz973+XzZYFIgEDAsl1mJ4NGJEyfkdrvzxhsOh2W32+VyuXT48GG5XK41r7e21te3Wl4fAACqwelJKWkQXJOkex/5i/Taaza+3AMAUM8IsAHlsOumvADb9gIZbKnFddg6mk0cGwAAVSQWi6mnp0eJREKDg4N5AR0tZng5HA719PTI6/VKBpl2fX19stvtGh4eNuyjv79fTqdzWdZVJoCV4XA4sgEkl8tlynp0mfH5/X75fL68xxOJRDbYluFyueT1etXf319U2+t5favl9QEAwGrJlPT98XnD02a7zj8vx/TPpXe815KxAQCA6tFg9QCADWHJOmyFSkSKddgAAHWur69PiURCTqdzWfAnw+l0anBwUFrMosoVDocVi8WywaFCHA6HaSUw12JwcFChUGjVDLBIJCK3262Ojg5FIpFV213v6wsAAKSxaWk8aXxN+r3f+AvZPL8rNTaaPi4AAFBdCLAB5bBkHbbNVybUPHPNcFPWYQMA1Cuv15tdL+3YsWMrbpt5PpFIaGhoKPt4Jmsts67aSnLLMFaj/v5+TUxMKBAI5GWOGUkkEurr61MwGCy4TTleXwAAIH3/F7OGjzfMz+nw09+U3vfrpo8JAABUHwJsQDksyWCzSdoeN85iI4MNAFCPEolEXnBotZKHdrs9W5IwEAhkH8+UfQwGg3mlFI309vauGriqBh6PR8PDw0qlUhobG8uujWZUktHr9WbLNuYq1+sLIC0YDKqnp0cdHR3ZW2Ztw40whkx2bHd3t2w2m7q7u00/PqBaXZ2XnrxqfLrsrh/8rba5f0NqaTF9XAAAoPqwBhtQDrtuWvZQ+/glje9dfmKMABuAWtHeLP377iI2rJD/flE6a5wMXBFdm6R/sc+8/nK118HanKdOncr+7HQ6i9rH6XQqFotls7K0uBZYhtvtlsPhUH9/v/r6+pYF0+x2u0KhUFnGb5alpS1jsZh8Pl9eMHFgYGBZBl+5Xl+g3kWjUR05ckSdnZ3y+XzZ/4+xWEyBQEB9fX3q7+/XiRMnVi3xWo1jiEajcrvdisVi8ng8CoVCcjgcisViGhkZkdvtlsfjKVhiFqgHI+OzWmgwDqDd+52Hpf/yedPHBAAAqhMBNqAclmSwSVL7+EXDTSkRCaBWNNqkTgsvzu3ebG6ArXuztce70WVKO0pSZ2dnUfvkZnDFYjE5HI7s2mKZtcNisZiGhoayZQ6dTqd6e3vl9XqLDjRVM4fDoVAoJJ/Plz3GaDSqaDSad3zlen2BehaJRNTX1yeHw6HR0dG84JXD4ZDf71d3d3c2k3TpNtU+hmAwKK/XK7vdrtHR0bzfIU6nU06nUw888IC6uroML1oA6kEqJf3g/GVp845lz3X8/CXd7jwkbdlqydgAAED1IcAGlMNu4ww2I2SwbRzNzc3q6urKuw+YpR7m3z3bpci4ef05t5vX10bQ0NCg1tZWSZLNZlt1+9wsqUgkki31uJpM0Cc3aDQ4OCiHwyGfz7cs+yoTfAoGg+rv76+6DLZwOCyn01lyMMvv9ysSiWTLQ46MjOSdHC/n61sLbDZbdv6pyDkIrCSRSGTXbQyFQgWDVh6PR6OjowoGgzpy5EhR60FWwxgywTUtrmFp9DsoHA7L5/MpkUgUtTYkUI3W+xn5pctzumQQXJOkN33rpBr+zcC6x4iNqx6+o6F6Mf9gtXqdgwTYgHIwCrAVWINtigDbhpF7chkwWz3Mv31tkmOTFDMhi617s7S3rfL9bDQNDcUv55tIJLI/ezyeda/71d/fr/7+fkUiEQ0PDysajWpkZCSvn3A4rJ6enrKeAF+vkydPKh6P55WBLJbf71dfX5+0eII8V7lf32pns9kIqqGsBgYGlEgksplcK/H5fAoGg4pGowqHw6uueWj1GKLRaDa4FggECgb4jx8/ng3WG631CNSC9X5G/t7T56SO25Y9bksm9UvbkpK9ti5Igbnq4TsaqhfzD1ar1zlY/FkRAIUZZrAVKBFJgA0Ainaf8QXENdtPPcs9oRuPx8vWrsvlkt/v1/DwsCYmJjQ2NqbBwcFs5kcmm20tMmsVldvY2Nia9uvt7c3+vPQ1rNTru5JKvT6A2RKJRHadw2KythwOR/b/3PHjx6t+DJn/p0vXeFytfaDeXJ9P6sxm4wV5b3/im+r4jf/D9DEBAIDqRoANKIfWNqm9I++hQiUiZ5LS9QWTxgUANe7QtsqXbnRul+5kKY2KK1TOsFRerze7FpmRzBpFuSXQ1prNFY/H1zXWQiKRyJr2W7oWU65yvb6lqNTrA5gtNwh/+PDhovbJ/B+MRqNl+X9QqTEEg8Hsc5kstkJCoZA8Hk9dZMECRp74/pOabd1s+Ny9l88Zrr0OAADqGwE2oFyWZLFtLxBgE1lsAFCS+/dI7RUqat3elG4flZd7YrfU0mO528fjcZ08eXLVfRwOR/YEcbUFgTLrxK1lv4yjR4/mPVeu1xeoR7m/Uwqte7ZUbpB7rUFzM8bg9/uzP69WyjLze3OlMpLAhpVK6XvTxmWttiZ+rkPvfLvpQwIAANWPABtQLksCbIXWYBMBtg1jfn5er776avY2P88bC/PU0/zb0iR5Dkqby/ypZXNDut0trEi7JqlUSnNzc5qbm1MqlVp1e4fDkXdyN1MKbTWJREI9PT15a4xFo9G8+4VkSirmllbM1dl5Yx0Vo/ZisVjFTjK73e6ijiFX5gS8w+FYtj5TOV/fDCtfn9Xkzr9i5yBQSG6QOXferyQ3CFaOdR4rMYZIJJK9wMButxM0Q11Y62fkiz84rZcO3mn43OEXR9R0K/9/sLp6+o6G6sP8g9XqdQ4SYAPKZUmArXluRlsmxw03nZwzaUyoqIWFhbw/HAsL1P6Eeept/u1rkz56S/ky2dqb0u3taytPe/UolUppfn5e8/PzRQc3Tpw4kT0h7PP5igowDQwMyOPxLMvoGBgYWHXfkZERaUn5xFw9PT3Lts01OjpadKm2UsViMR05cqToIFssFsuWxixUuq2cr68sfn1Wkzv/SpmDwFJLM1yLDULt2HFj8U6j/x/VMIbh4eHsz4UuNAA2mrV+Rv7+TwpfIHvv3d1lHCE2snr7jobqwvyD1ep1DhJgA8rFoB57e/yi4aZksAFA6fa1SQ92rX9NNuf2dDsE10qXG7CZnJwseX+73a7R0VHZ7XbFYrGCmVMZPp9P0WjUMKAUDofz1iwqtH9mTTYjDzzwQPZnoz5OnTolj8ezylGtjcvlUmdnp7q6ulbNNotEItlgVyAQkMvlMtyunK+vLH59ALOUmkmakRuUXmsblR5DbtnI3G2HhobU09Mjm82mjo4O9fT0rLi2JbDRzT0xotE7ftXwue6Xn9HuO243fUwAAKA2UBQJKJddNy17aPv4JV3sev2yxwmwAcDabGmSPrg/HSR7LC6NTRe/b/dm6b4d0p1bKznCjSH3pGwikVA8Hl8WYDl79qz+t//tf9P73/9+7d69O1vSrLOzs2DGmBYzM86ePauBgQGFw2F1dXXp2LFj6u/vl8PhUCwWUyQSkd/vl8PhKFh6bXBwUH6/X8PDwzp27Fi2z0QioZGRkWwGVygUKjgWu92uUCgkt9utaDQqr9crv9+veDwur9dbMLNrvTL92u12BYNBDQwMyO12q7+/X4cPH85mr8RiMQ0PDysSiWT3KWYNpXK8vla+PkCticfjVg/BcAxGZSd7enrkcrkUCoXkcDiUSCR06tQpeb1eHT9+XCdOnFj198xaPPfcc5qdnV11O5vNpubmZknSrl27tHv3bknS7OxsSZmqjY2NamrKP92RTCY1N1daKZHm5mY1NORflzw/P1/SFdk2m00tLS3LHueYKntMyWRSyWRSMzMzq+7/o0e/o+l/apzl2bujqag2MnifCquXY8rMPUlFzZ1aOKaN+D5t1GPKLcm32vyrlWPaiO/TRj2mmZmZoubgSsf0yiuv6NVXXy1qLA0NDWpqatILL7xQ0jGUW00F2F588cXsFb4f+9jHrB4OkM8og23cuMwEATYAWJ9D29K3S9el6JT00nXp/DVpOnljm80N0oFN0s1t6YDcXjLWipZZH2xp8GTp/Wg0mncCN5FIyOl0rroeUSZwE4vFFAgEdPLkSR0/fjzbp8vlKpip5XA4ssE1v9+voaEhDQwMKBqNZsfX29ubDQCtpr+/X2NjY/L7/Tp16pSCwaCcTqeOHj2qwcHBVfcvVWdnZ14pR4/HI4/Ho3A4rOHhYZ08eVKxWCz7WvT29srv95c0lvW8vkuZ/foAZlsamFpL0Hi9GWyVGMPS+3a7XW63e9n/XbvdLo/Ho97eXvX09MjtdisQCJQ9O9Xtdpe8zyc/+Ul96lOfkiSdP3++qABdxs6dO7Vz5868x+bm5nT27NmSxtDV1aXW1ta8xxKJRNEnfiSppaXFsOwnx1TZY7p+/bqmp9NXYi09oZir5dyYfrj/bsPn2q5fUYe9paTx8D4VVi/HlDv3tMr8U40c00Z8nzbiMU1OTi77+7/i778aOKaN+D5t5GOan58vag6udEyf/exn9dBDD5U0JqvVTIDtzJkzeXXjY7GYPv/5z1s6JiDPrj3LHmofL1AikjXYAKAs9rZJ714MnKVS0kxSmk9JTTaptUGy2aweYW2amJhY8fmlV4S3trYuu4qtGCuVbyxk6faDg4PrDvQ4HA4FAoGCpRLLqVAf/f39Zc8aWcvrW6gds14fwGzrDY5V6xiWruuWuQih0O9Lp9Mpj8ejYDAor9er3t7eFbORgQ0j8ohe+Ff/2fCp3mRczbaUij99CQAA6k3NrMHm8/ny0h5Pnz5t6XiAZUrIYJsigw0Ays5mk9oapa1N6X8JrgEA6tXSrLhIJKJjx46tuE9ultlaMs6AWtP8swt6ZvutBZ+/986Dpo4HAADUnprJYBsZGZHL5cquCXL06FGrhwTk2718Dbb2eOEAWzIlNXDyFwAAALBMNawjWIkxZNZcy+1jtYy03LKxmfUaiyklW4xQKKTu7u5Vt1u6BlvGgQMHSl5nZKnm5mZ1dXUV3UZmn6Xsdru2bdtWdBu2Alf8cEyVPaa2tja1tLTo5ptvXlbKKsP2VwH9xTt9hs8duD6h/Zs6NFtFx7QR36eNeEyZuSdpxfmXUQvHtBHfp414TO3t7XmfKVabf7VwTBvxfdrIx7R0zbVCc3ClY/L5fPrQhz5U1Fhy12B73/veV/QxlFvNBNgkKRgMamxsTJ2dnbrnnnusHg6Qr7VNau+QJm+U1SpUIjIp6fK81L78dxIAAAAAkywNRBmtP7ma9QbIKjGGpfdzl1tYicPhyJaXDIVCZQuw3XHHHTp06NCa98+crF6PhoaGVU90F6OpqWnVNZWKwTEZK9cxNTQ0ZNsybO/Vn+upl17V5c7lF8pK0r03t0tVdkwb8X3aiMeUmXtaLKO+1jar6Zg24vtUD8e01vlXzce0VhyTsUoc03rmYEtLiw4ePKiDB2srg7xmSkT29vbqzJkzOnLkSFmCaydOnDCM3ALrsiSLrVCATZImKRMJAAAAWKoc2WNLA2TVMIal940Wkl9NpnoMsCF96SF9/77/3fCpluSceuw1c7oMAABYqGY+MWQWsL98+XJZ2quGxayxAS0JsG2ZGlfjnPGSyKzDBgAAAFhraSBq6dplheR+nyx3Bls5xrDa/UJytyt2HEDNmUoo8Xd/q+d6+gyfvnt7g9q4HhsAABShZgJsLpdLDz74oO67776yBdmqod4+NpglAbaGVErbJ35muCkZbAAAAIC1ln4nLPZCzLGxsezPa8kOM2MMuWuucYEpkOO/n9AP3/xepQpUNfqlHUTXAABAcWomwCZJHo9HAwMDuueee3Ts2DE98cQTa25reHi4rGMDpOUBNklqH79kuOnknAnjQUXZbDa1tLRkb4UW6QQqgfkHq2XWl8isMQGYjTmIcskNRBWbtZW73eHDh6tyDLnrrq0lK269gUPACqt+Rr42reSff0E/6Ps/DPff05RU1yZzxoqNh+9osBLzD1ar1zm4/hX1TObxeNTX1ye/368jR46os7NTLpdLdrtd3d3d6uzsXDEzLZFI6PTp04pEIuro6DB17KgDu/cue6jQOmxksNW+lpYWTjzAMsw/WKlciyEDa8UcRDm5XC5Fo1FJUiwWK2qf3O36+/urcgxut1vBYLCkNnPlBuiAWrHqZ+TQX+r5g3cpftOthk/f29mgOjkfiArgOxqsxPyD1ep1DtZMgK2hoWFZ1DOVSmliYmJNXxaAijDIYNseL5DBRoANAAAAsNyxY8c0NDQkSRodHS1qn0wwzOFwlOVEQiXGkLkQNZFIFPWdeel2bre7hCMAasDcnHTiP+n7/+I/GD7dqJR624muAQCA4tVMPRWHw6FUKpV3s9lsstlsyx5f7QZUTCklIgmwAQAAAJaz2+1yuVySpFOnTq26fSQSyf7s8/lW3T4cDmeDYWaP4dixY9Ji8Gy1MYyMjGR/djqd2fEAG8bXQrpyZVpPvfk9hk/ftc2mrTVzGToAAKgGNRNgs9vteRlsDodDXV1d6urqyl6xV+yNIBsqxiDAZi9UIpI12AAAAICqEAgEstle4XB41W21GITyeDwFt0skEuru7pbb7VZPT082Q83MMQwODmaz244fP15Um5J04sSJFbcFak4yKQU+q5H7fl0LzS2Gm7y58GojAAAAhmomwNbZ2SlJ8nq9SiaTeuGFF9Z8SyaTuueee6w+JGxERiUiC2SwXUtKs0kTxgQAAABgRQ6HIxtUcrvdBUsqBoNBhcNh2e12hUKhFduMRCJ57awW4KrEGCRpeHhYdrtd4XC4YJBvaGgoG9QLhUJyOp2rtgvUlOH/pdQLP9H3/8lvGj7d0Sy9ZovpowIAADWuZgJsmavuiinBUYy+vr6ytAPkadsktXfkPVSoRKQoE1nzZmdnFYvFsrfZ2Vmrh4Q6wvyDlZLJpGZmZrK3ZJIrRmAu5iAqob+/PxuM6unpUTAYzD6XSCTk9Xrl9Xrlcrl09uzZVddes9vz02GKWaut3GPI9Ds6OiqHwyGfz6e+vj6Fw2HFYjFFIhG53W75fL7sdv39/au2CVQrw8/IqZT0p5/Vi6/7Jb1y8+sM97u3XWpg+TWsE9/RYCXmH6xWr3OwZgJsmS8nt956a1na27FjhxKJRFnaAvLs3pN3t71AiUhRJrLmpVIpzc7OZm+Un4WZmH+wWjKZzN4AKzAHUQmZwJXf71cgEFBHR4c6OjrU1dWleDyu4eHhbACsmLYGBwelxSBXMdlm5R5DhsPh0NjYWLYM5MDAQLZ8ZSKRUCgU0tjYGJlrqHmGn5G/+y3pR6P6/jv+peE+NklvojwkyoDvaLAS8w9Wq9c5WDPLt/b19ZU1IOZ0OjUwMFC29oCs3Xul53+cvds6M622Kwld37r8EzsZbAAAAEB1sdvt8ng8K65tViy/3y+/32/pGHJVok0gTyolXbkszc1KzS3S1m2SzcTUsFRKDdNXZJubV6q5aTF77Y90bfN2PfGr7zfc5Y6tkr3ZvCECAICNo2YCbEeOHNGRI0eqtj0ga9fyddja4z8zDLBNEWADUGE2gxMa9XIVEYD6ZZTVZvT7EABQBj95RvpaSHpyVHrmSWly4sZz7R3SoTdKb+yR3vOAdPudFe2/5ekn9NqpGxdnp7Zsk65e1pl3/pZm24wXWbuX7DUAALBGNRNgA2rGHoMA2/hFw1rvCQJsACqsoWF5Nei5uTk1N3OZLoCNa35++Ycso9+HAIB1eOzrUuBz0unvFt5mckL67uPp2xf+SDr8y5L330pvf0dF+l96KYXt6mVJ0vf/yW8aNrGtUbpz6/qHAgAA6tOGCLBNTU3p1KlTGh4eViKRUCwWk91ul8Ph0OHDh+VyuXT33XdbPUzUC6MMtvFLhpuyBhuASrPZbGppaclbXPbKlSvavHmzpeMCgEq6cuVK3v2WlhYy2ACgXCbGpT94MJ01VqrT303f3vuA9IkhqWNHxfu/0PV6vfzaHsPn3mSXGvnzAAAA1qimA2xPPPGEjh8/rnA4nPd4pvRVNBrNPtfd3S2/36/3v9+45jZQNnv2Lnuoffyi4aaUiARghm3btml8fDx7f2pqSrt27eJkM4ANKZVKaWpqKu+xbdu2WTYeANhQfvy09K/ul14xvoi0aF89Jf3gH6UvfUW6/VBF+//+O4yz1yTpl+LPS7tfU3z/AAAAOWq2TsqxY8fU09OjcDi8bC0Zm82Wd9IwlUrphRdeUH9/v/75P//nFowWdWW30RpsBTLYCLABMMHSE8tzc3O6cOECa7EB2HBSqZQuXLigubn8MgHbt2+3bEwAsGH8+GnpN/7p+oNrGa9ckn79Xek11CrU/2xLm0bedtTwudt+9A/a9RtHiu8fAABgiZrMYHvHO96hSCSSd2Iw87Pdnl6dNpFILNsvlUopFAopGo1qZGSEL9qoDKMAW6ESkfNSKiWRRAKgktra2tTc3Jx3wvny5csaGxvT9u3btXXrVjU1NbE+EYqWTCa1sLCQvT8/P8/8galy52Dm5+npaU1NTS0LrjU3N6u1tdWikQLABjExns4cm5wob7uTE9JvvV/62++tXC5yjf0/+Zb36fpWu+Fz9z7y58X3DwAAYKDmAmxHjx7V8PCwJMnlcsntdsvlcqmrq8tw+8nJScViMUUiEZ08eVLRaFRjY2NyuVz64Q9/aPLoURcMA2zGJSIXUtLVBWlrzf1PBFBLbDab9u3bp5deeinv4pS5uTmNj4/nlY8EipFKpfLm0tLqAUClFTsHM7//mJ8AsE5/8GBRmWMpSTObtmm+uUVNc7NqvXZZq/4GfuWS9OlB6XN/Vvb+v/9PjMtDbr4c1xu++9Xi+wcAADBQU6f1v/zlLysUCsnpdCoUChUMquVqb2/XPffco3vuuUcPPvigotGojhw5otHRUf3RH/2R/t2/+3emjB11pG2TtN0uTd3IotxeoESkFrPYCLABqLTNmzfr5ptvXhZkA4CNymaz6eabb9bmzZutHgoA1LbHvi59LVTw6Yu33Kkzb3Xr3Gt7dKH7jZre1pl9bvPluPaPPalbfjoq57dOae+554wb+eop6b1u6e3vLGv/hfQ8dlLNczPF9Q8AAFBATZ3WHxgYUF9fnx555JE1t+F0OnX27Fn19PRocHBQAwMDlIpE+e25KS/Atm3i57ItLCjV2Lhs08l5ab/JwwNQnzJBtosXLy4roQaUIpVKaXZ2Nnu/paWFDCGYarU52NzcrH379hFcA4ByCHzO8OFnet+hb/b/nmJ3vaXgrtPbOvX83W/X83e/XZEHPibH09/RkfBndefIN5ZvHPxj4wDXOvov5N5v/EXx/QMAABRQMwG2L3/5y5KkUKjwVUvFstvtGh4e1m233aZQKKQPfehDZRghkGPXTdLzP87ebUwuaHviFU3u2Lds00nOcdesxsZG7dy5M+8+YJa1zr/Nmzeru7tbMzMzmpqa0uXLl/NOUgPFsNlsampqyrsPmMloDra0tGjbtm3avn27WltbmZcAUA4/eUY6/d28h65u69TD3j9U9G0PlNxc7K63KHbXW+R8/KTuDwxqy+X4jSd/+B3pJ89Kt99Zsf4zHu3/veL6B0rAOQJYifkHq9XrHKyZANvJkyf1+7//+2XLNnM4HPJ4PDp16hQBNpTf7r3LHmofv2gcYJs3aUwou6amprw/HICZ1jP/bDab2tra1NbWpt27dyuVSimZTFI6EkBNstlsamhoIKAGAJWwpDTjxVsPKfgHDxt+ty1F9G1HNfb6X5XnE+/XvnPP3nji838o9f+LG/fDf2lu/18LSbd/cl1to35xjgBWYv7BavU6B2smwHbmzBkNDQ2VtU23260Pf/jDZW0TkCTt3rPsoe3jPzPclAAbAKvZbLa6ubIIAAAAJXhyNPvjxVsP6aHjf1fUGmfFmNyxTw/9x7/XRz/+rhtBrv8VTt8MmNL/j0ZX2w0AACCrweoBFCsWi+nWW28ta5sOh0OxWKysbQJS4Qw2I5SIBAAAAABUnVRKeuZJabEsY/APHi5bcCtjelungp/+iq6u0q5p/T/9RPq4AQAAilAzAbb29nZNTU2VvV273V72NgHtMQqwXTLclAw2AAAAAEDVuXJZmpyQJD3s/cN1l2UsZHLHPj3sXblikWn9T05IV69UpB8AALDx1EyAzeFwaGRkpKxtRqNRdXaW9+onQDIuEdkeNw6wTRFgq1nJZFIzMzPZWzKZtHpIqCPMP1iJ+QerMQcBwARzs5KkZ3rfoejbHqhoV9G3HdUzve8wfM70/mdnKtoXNi4+n8BKzD9YrV7nYM2swdbb26tAIKD77ruvbG0GAgG5XK6ytQdklVAi8sqCNJ+Ummom3I2Mubk5nT17Nnu/q6tLra2tlo4J9YP5Bysx/2A15iAAmKC5RZL0zf7fM6W7xz7wuzo08siyx03vv4W/J1gbPp/ASsw/WK1e52DNnNL3eDwKh8N67LHHytLel7/8ZT366KNyu91laQ/Is/umZQ8VCrCJLDYAAAAAQLXZuk0X77pXsbveYkp3Y6//FV265Q6psVFqapIaG3XxljvN7f/QL0lbtprSHwAAqH01E2BzOp26++671d/fryeffHJdbX35y1/WAw88IIfDUdaMOCCrbZO0PX99v0JrsElSggAbAAAAAKCa2Gw6854BU7t8zHtc555M6NwTE3rpyYQe9/z/TO0/+l6PZLOZ2icAAKhdNRNgk6RQKKSJiQk5nU79/u//vqampkra/8UXX9TRo0f1wAPp2t2BQKBCIwWWr8PWNj2llutXDTclgw0AAAAAUG3O3d5ran+n33BEf/yi9McvSp97UTr9xj5T+3/ptT2m9gcAAGpbzazBJkkOh0OnTp3SAw88IL/fL7/fL6fTKZfLpe7ubjkcjuy2iURC8XhciURCY2NjikQiisVikqRUKqWhoSGy11BZu/dKL/wke9e2mMX2i/23Ldt0kgAbAAAAAKCKpFLShZ03Wz0MU53fdatSKZLYAABAcWoqwCZJ/f39+tM//VN9+MMfliRFo1FFo9Gi9k2lUpIkn8+nj33sYxUdJ6Dde5c91D5+0TjANmfSmAAAAAAAKMJMUpquvdNG6zKtRs0kpbZGq0cCAABqQU2ViMzweDwaGRlRV1eXUqlUNnCW+Tn3lvu43W5XKBTS8ePHLT4C1IUlJSK1GGAzQgYbAAAAAKCazKesHoE16vW4AQBA6WoywCZJTqdTY2NjOnXqlJxOZzaYtlQqlZLD4ZDf71c8HtcHPvAB08eKOmWQwbY9/jPDTQmwAQAAAACqSVOdlkms1+MGAAClq/lc//7+fvX392tyclIjIyOKxWJKJBLS4pptTqdTXV1dVg8T9Wj3TcseKpjBRolIAAAAAEAVaW2QNjdI00mrR2KezQ3p4wYAAChGzQfYMtrb23XkyBEdOXLE6qEAaXtKCLDNi4WUAQAAAABVw2aT9rdJz0+b1+dtm6WBg1KmRtGJl6UxE/s/sInv5QAAoHhclwNUyi6jAJtxici5lHS9jq4KBAAAAABUv1s2mdvfrZuklsUsstYGqcvk/m9uM7c/AABQ22oqwPbiiy/qM5/5jD7zmc9YPRRgdSWUiJSkBOuwAQAAAACqyD3bze3PuaQ/q/sHAABYSc2UiDxz5ox6e3uz92OxmD7/+c9bOiZgRZs2S9vt0lQi+9D2CeMMNi2uw7a31aSxoSyam5vz1nhsbm62dDyoL8w/WIn5B6sxBwHAHPvaJMcmKXat8n11b5b2Lskgs7p/oBR8PoGVmH+wWr3OwZoJsPl8PqVSKdkWi2GfPn3a6iEBq9u9Jy/A1jQ/p60TP9eVjt3LNp0ig63mNDQ0qLWVqCiswfyDlZh/sBpzEADMc98OKXbenH6qsX+gWHw+gZWYf7Bavc7BmikROTIyIpfLpVQqpVQqpaNHj1o9JGB1u/cue6g9fslw00kCbAAAAACAKnNoW+VLJzq3S3durc7+AQAACqmZDDZJCgaDGhsbU2dnp+655x6rhwOsznAdtku60P3GZY9Pzpk0JgAAAAAASnD/HmlsujIXhrY3pduv5v4BAACM1EwGW29vr86cOaMjR46UJbh24sQJNTY2lmVsQEGGAbaLhpuSwQYAAAAAqEZbmiTPQWlzmc8ibW5It7tllcu/re4fAADASM18hBgcHNRHPvIRuVwubdu2bd3tJRKJIrYC1okA24Y2Pz+f97vEbrerqalmfq2ixjH/YCXmH6zGHAQA8+1rkz56ixR8uTzfX9sXg2b72mqjf2A1fD6BlZh/sFq9zsGaOUKXy6UHH3xQ9913n775zW+WJchmt9vLMjagIMM12H5muCkBttqzsLCgV199NXt/27ZtdfGHA9WB+QcrMf9gNeYgAFhjX5v0YJf08I8uKrpp35rbcW5Pl2UsNXMs2/8rUnRqzd2vuX9gJXw+gZWYf7Bavc7BmjpCj8cjSbrnnnvkdrt19OhR3X333Wtqa3h4uMyjAwzsXl7IvVAG2+V5aSElNdpMGBcAAAAAAGuwpUn64D/+uZzfjeq//n//h5JNLUXv271Zum+HdOfWdfa/Px0keyyeXpvNzP4BAAAyairApsUgW19fn/x+v44cOaLOzk65XC7Z7XZ1d3ers7Nzxcy0RCKh06dPKxKJqKOjw9Sxow4ZZbAVCLClFoNs9mYTxgUAAAAAwFo9FdX+sz9aNbi2uUE6sEm6uS0dENtbxnKMh7alb5eup7PZXrouvXwtpWvJG1etbmpI6eAmW0X6BwAAqJkAW0NDg2y2/NSeVCqliYkJxWIxy8YFrMhgDbbtBUpEarFMJAE2AAAAAEDVSqWkp87ogsNZcJNjDml7k9TaINkqXKVlb5v07sXA2fXrs/rp2XNakE2NSum1t9yitrbWyg4AAADUrQarB1Ash8OhVCqVd7PZbLLZbMseX+0GmGbTZmlbe95DW6bG1TR73XDzyTmTxgUAAAAAwFr87KL06s91ofsNhk/bm6TdrVJbY+WDa0vZbFKLLalNtgW12JKm9w8AAOpLzWSw2e32bDBNiwG3tSLjDabac5N0eTJ71yZpe/yS4jd1Ldt0ct7ksQEAAAAAUIqnopKk8443Gj59gDKMAACgTtRMgK2zs1OS5PV69YUvfGHd7fX09OjFF18sw8iAVey6SXrhJ3kPtY8bB9imCLABAAAAAKrZU2ckSRccxhls+wmwAQCAOlFTJSIlyefzlaW9vr6+srQDrGrP3mUPtY9fMtw0QYANAAAAAFDNnjqj6S12xW+61fBpMtgAAEC9qJkAm91ulyTdeqvxB7hS7dixQ4lEoixtASvatWfZQ+1x4wAba7ABAAAAAKpWKiU9HdUFx+sLbkIGGwAAqBc1UyKyr6+vrAExp9OpgYGBsrUHFGSYwXbRcFPWYAMAAAAAVK3z56SJuC681Xj9tS2Nkr1mzjQBAACsT8187Dly5IiOHDlSte0BBe0uvkQka7ABAAAAAKrW4vpr57uNA2z72ySbzeQxAQAAWKRmAmxAzdptUCKyQIDtelKaSUqtNVO8tb7ZbDa1tLTk3QfMwvyDlZh/sBpzEAAs8lRUknTeUSDA1mryeJbg7wOsxPyDlZh/sFq9zsGaCrC9+OKLCofDkqSPfexjVg8HKI5hBptxiUgtrsO22+IvJShOS0uLHA6H1cNAnWL+wUrMP1iNOQgAFnnqjGZbN+nnB15r+PQBi9df4+8DrMT8g5WYf7Bavc7BmgmwnTlzRr29vdn7sVhMn//85y0dE1CU3Tcte2h73DiDTYvrsBFgAwAAAABUlWRSevoJXbrlkFKNjYab7Lc4wAYAAGCmmilE5/P5lEqlsvdPnz5t6XiAom3aLG1rz3uoZfa6Nl+OG24+yTpsAAAAAIBqcy4mXZ7U+e43GD7dYpN2tRg+BQAAsCHVTIBtZGRELpdLqVRKqVRKR48etXpIQPFKWIdtcs6E8QAAAAAAUIqnzkiSLhRYf21fm9RQH8utAAAASLVUIlKSgsGgxsbG1NnZqXvuucfq4QDF271XGvtp3kPt4xd16dZDyzYlgw0AAAAAUHWejkqSLhTIYLN6/TUAAACz1UyArbe3V2fOnNH73//+srR34sQJffjDH9bCwkJZ2gNWtGfvsocKZrARYKsZs7OzOn/+fPb+gQMH1NJCTRSYg/kHKzH/YDXmIABY4KkzWmho1KVbll8oqipZf42/D7AS8w9WYv7BavU6B2smwDY4OKiPfOQjcrlc2rZt27rbSyQSZRkXUJRdy0tEbo8TYKt1qVRKs7OzefcBszD/YCXmH6zGHAQAky0sSM88qZ8ffK3mWjcZbrK/1fRRLcPfB1iJ+QcrMf9gtXqdgzWzBpvL5dKDDz6o++67T5cvXy5Lm3a7vSztAKsyzGC7aLgpa7ABAAAAAKrK2eelq1d0vsD6aw2S9lZBgA0AAMBMNZPBJkkej0eSdM8998jtduvo0aO6++6719TW8PBwmUcHrGDXTcseKlQicmpeSqZYHBoAAAAAUCWeOiNJOt9tHGC7qVVqqplLuAEAAMqjpgJsWgyy9fX1ye/368iRI+rs7JTL5ZLdbld3d7c6OztXzExLJBI6ffq0IpGIOjo6TB076tie4gNsSUlXF6RtNfe/EwAAAACwIf0oKkm6UCDAdqAK1l8DAAAwW82cwm9oaJDNlp/Sk0qlNDExoVgsZtm4gKIYZrAZl4iUpMQcATYAAAAAQJV4KqqUpAtdrzd8ej8BNgAAUIdqJoHf4XAolUrl3Ww2m2w227LHV7sBptu9PMC2dfIXapg3XnBtct6EMQEAAAAAsJr5eenZH2l8z626vtW4YhABNgAAUI9qJkfGbrdng2laDLitFRlvMN3mLdLW7dKVqexDDamUtsd/psTug8s2nyLABgAAAKAMYrFYSd+fS90edeCFH0sz13Wh+w0FN9nfauqIAAAAqkLNBNg6OzslSV6vV1/4whfW3V5PT49efPHFMowMKNKem/ICbJLUXiDARgYbAAAAYJ1gMKhAIJB3cabL5ZLX65XL5aqpMbjdbkWjUblcLrndbvX29srhcGTXLo/FYopGoxoeHtapU6fkcDg0OjpakWNCjXpqcf01h/H6azubpbZGk8cEAABQBWqqRKQk+Xy+srTX19dXlnaAou3eu+yhQuuwTRpXjgQAAABQQdFoVB0dHfL7/fJ6vZqYmNDExIRGR0flcDjU19cnt9utRCJRc2OIRCLyer3q6elRR0dHdsmF7u5uud1uBYNBSVIoFKrQkaFmPXVGknS+2zjARnlIAABQr2omgy1zdd2tt95alvZ27NhR0S9FwDIG67AVDLCRwQYAAACYKhKJqK+vL5vBlfkOqsULPv1+v7q7u+X1ehWNRpdtU+tjcLlcCoVCZT8mbACLAbYLDuMSkQcIsAEAgDpVMxlsfX19GhgYKFt7TqezrO0BqzIIsG2P/8xwUwJsAAAAgHkSiYTcbre0mMFVKMjk8Xjk8XgUi8V05MiRDTEGp9Op4eFhDQ8PE1zDcrOz0o+f0mX7Lk3tWF6VRQTYAABAHauZDLYjR46U9QtMudsDVkUG24bT2NionTt35t0HzML8g5WYf7AacxDlNjAwoEQiIafTKafTueK2Pp9PwWBQ0WhU4XBY/f39VT8Gv9+v/v5+RaNRxeNxaXGdc5fLRVANK/vps9LsrM7fZVweUlVWIpK/D7AS8w9WYv7BavU6B2smwAbUPIM12OwFAmzTC9JsUmqpmRzT+tTU1JT3hwMwE/MPVmL+wWrMQZRTIpFQOByWFsskrsbhcMjhcCgWi+n48eNlCbCZMYbMPkBJnopKki4UWH+tvUnaVkVnlvj7ACsx/2Al5h+sVq9zcEOdvv/whz+sj3zkI/riF7+ob37zm5qamrJ6SMANu/cse6h9/FLBzafIYgMAAAAqLhgMZn8+fPhwUftkAlXRaFSxWGxDjAEwtLj+2vkCAbZqyl4DAAAwW9UG2KampvTEE0/o4YcfLnqfvr4+tbe369SpU+rv71dHR4caGxt1+PBhHT16VJ/5zGf08MMP68UXX6zo2AFDBhls2+OFA2yUiQQAAAAq7+TJk9mfiy2XmJsJFolENsQYAENPpwNsFxxvMHx6f6vJ4wEAAKgiliXyv/jii4rFYorFYhobG8v+HIvFlEgkJEnt7e06fPiwXC6Xtm/fvmqbH/jAB/SBD3wge//s2bMaHh5WMBhUKBTKltzI6O7u1k9/+tMKHB1gwGANtrZrV9Q6PaWZzcvn9+ScSeMCAAAA6lg0Gs3+3NnZWdQ+uUGw0dHRDTEGYJmZ69JPntG1zdv16r5uw00OkMEGAADqmGUBNqfTqcnJyez9VColu90uj8ejvr4+HTlyZN19dHV1yePxyOPxKBqNamBgQGfOnMk+PzY2tu4+gKJt3iJt3S5dyS9d2j5+ST83CrCRwVb1ksmk5uZuREKbm5vV0FC1icHYYJh/sBLzD1ZjDqJclpZWLHaNsh07dmR/HhkZqfkxAIaee0qan9fF219fcJNqKxHJ3wdYifkHKzH/YLV6nYOWLkWbSqWyPwcCAQ0MDFSsL6fTqdHRUfX19enRRx+tWD/AivbcZBBgu6ifH7x92aaswVb95ubmdPbs2ez9rq4utbZSIwXmYP7BSsw/WI05iHLJVE8pVW722FrbsGIMkUhEgUAgr6Skw+GQ1+uVx+NZ0ziwgWXXXzMuD7mpQepsNnlMq+DvA6zE/IOVmH+wWr3OQUsDbJJks9n0jW98oywZa8UYHh7WbbfdxiLQsMaum6Sx/LKk7QXWYSODDQAAAKh+8Xjc6iGsOobx8XH19fVJknw+n06cOCG73a5EIqHjx4/L6/XK5/MpFArJ5XKVfXzPPfecZmdnV93OZrOpuTkdsdm1a5d2794tSZqdnc27QHc1jY2NamrKP92x9KrqYhhdeT0/P6+FhYWi27DZbGppaVn2eC0cU9MTI2qUdMHxRsO29rdJNtuN+9V0TMlkUslkUjMzM0W1UcvvUyEcU2FmzD1JRc2/Wjimjfg+bdRjmp+/cTJxtflXK8e0Ed+njXpMMzMzRc3BlY7plVde0auvvlrUWBoaGtTU1KQXXnihpGMoN0sDbDabTR6Px7TgWsbg4KA+/OEPm9onIEnas3fZQ+3jxgG2BGuwAQAAABW1NDCVmxVWrPVmsJkxhqGhIQUCgWVZana7XX6/X93d3fJ6verr69Pw8HDZg2xut7vkfT75yU/qU5/6lCTp/PnzRQXoMnbu3KmdO3fmPbb0qupiGF15nUgkij7xI0ktLS2GZT9r4ZhuPfPDdICtQAbb0vKQ1XRM169f1/T0tCQtO6FopJbfp0I4psLMmnsqYv7VwjFtxPdpIx7T5OTkss8DK82/Wjimjfg+beRjmp+fL2oOrnRMn/3sZ/XQQw+VNCarWV4E0+fzmd4npS9gmV17lj3UPn7RcFMy2AAAAIDKWm9wrBbG4HA4FAqFVvwe7PF4sic61hIMw8Zju35NrS+f1XxTi3528HWG2xyosvXXAAAAzGZpgM1ut+vWW2+1pO977rnHkn5R5wwz2H5muOnUvFRCpi8AAAAALBMKhdTf37/qdpltEomEJRfCorq0xX4qWzKpS7fcqWST8UJrSzPYAAAA6o2lJSJ7e3st6/vw4cN64oknLOsfdWrXTcseKpTBNp+SphekLZavlAgAAABsTGspx7gRxyBJfX19GhoakhZLSh47dqxsYwuFQuru7l51u6VrsGUcOHCg5HVGlmpublZXV1fRbWT2Wcput2vbtm1Ft2HLXaQsR7UfU+O3vyFJutBtvP5as03avWT5lGo6pra2NrW0tOjmm29eVsrKSK2+TyvhmAozY+5JKmr+1cIxbcT3aSMeU3t7e97f7dXmXy0c00Z8nzbyMS1dc63QHFzpmHw+nz70oQ8VNZbcNdje9773FX0M5WbpqfvVPqyfPXtWbre74ItuxOFw6OTJk+vuG6iIPcUH2LRYJpIAGwAAAFAZnZ2defcTiUTJ3xXX+92yGsagxe/SuSKRSFGZb8W44447dOjQoTXvnzlZvR4NDQ1FBVpW09TUVNSaXqup+mN67ilJ0nmH8fpre1ulxiWnaqrpmBoaGrJtrae9ajqmupl7a1BNx5SZe5LWNf+q6Zg24vtUD8e01vlXzce0VhyTsUoc03rmYEtLiw4ePKiDBw+ue0xmsvTU/dIvEkbPHzt2TPF4XGNjYwoGg0okErLZbHkRWpfLpb6+PtntdsMF8ozs2LFj3eMHSrZ7eYnIbROvyJZMKtWwvGLr5Ly0z6ShAQAAAPWmHIGp1b7X1sIYjNo4ffp02QJsqEFPRSVJ52+72/BpykMCAABUeQZbe3u7PvCBD2Tv/8f/+B81NDSkj3/845Kkjo4OjYyMlJzKCFhm9/IMtsbkgrYmfq7Lncufm5w3aVwAAABAHVoaVIrH40UFvBKJRPbncmewlWsM0WhUbrdb8Xhcfr9fHo+npHHlto86c3lKij2vZEODLt1qnHl4gAAbAACAlqfMVLnBwUE5HA7ZbDYdO3ZszcE1SkTCEpu3SFu3L3u4UJnIyTkTxgQAAADUqaXfC4sNKo2NjWV/LraKitljGBgYUCwWUyKRkNfrLTlgxnfmOvbsj6RUSr/Y9xrNtm0x3IQMNgAAgBoMsGmxJKQkylWgNu3es+wh+/glw03JYAMAAAAqy+l0Zn+Ox+NF7ZO73eHDh6tyDLFYrKQxLO23u7u7pP2xgfxoVJJ0vtt4/bWGxTXYAAAA6l1NBtgyH/RvvfVWq4cClM5gHbbtcQJsAAAAgBUyF3CqhKBU7nbluPCzEmPIzWrz+/2rZqQt7feBBx4oahzYgJ46I0m64Hij4dO7W6WWmjybBAAAUF6WrsEG1CWDddgoEVmbmpub88rUNjc3Wzoe1BfmH6zE/IPVmIMop2PHjmloaEiSNDo6WtQ+0WhUWgxirbdEZKXG4HK55HA4FAqFimpveHg4b19KRNaxxQBboQy2/VWcvcbfB1iJ+QcrMf9gtXqdgzV5zREf9FHTDANsZLDVooaGBrW2tmZvDQ01+SsVNYr5Bysx/2A15iDKyW63ZzPITp06ter2kUgk+7PP51t1+3A4nA2GmTkGr9ercDhc9Npr4XA4+7Pf7y9qH2xAkxPSSzGlVshgO1DF66/x9wFWYv7BSsw/WK1e52B9HKWBUhd4Bspmz/ISkYUy2K4sSAspE8YEAAAA1LFAICC73a5EIpEXaCq0rRbXTfN4PAW3SyQS6u7ultvtVk9PTzZDzawxOBwODQ4O6siRIyu2JUnBYDBbInJwcDBvTTjUmaefkCQldh3Q9PZOw02qOcAGAABgJksDbAS5UJd2GWSwFViDTZKmyGIDAAAAKsrhcOjEiROSJLfbXXAdtGAwqHA4LLvdvmrpxUgkktfO8ePHTR9DJhOtr6+v4PfvcDgsr9crSfJ4PGSv1bun0tmW5wtkr0nSfgJsAAAAktUBtpGREcv6Pn36tGV9o87tMQiwvVo4wMY6bAAAAEDl9ff3a3h4WHa7XT09PQoGg9nnEomEvF6vvF6vXC6Xzp49u+raa0uXNihmrbZyj0GLa7o5HA51dHTI5/NlS1ZGIhG53W653W7Z7XYFAoFsZhzq2OL6axcKrL/W2SxtajR5TAAAAFWqycrOo9GoduzYUfKi0Jkr+Q4fPrymfmOxmCYmJmSz2da0P7AuBhlsm64m1Hx9WnNtm5c9lyCDrWrNz8/nXQlst9vV1GTpr1XUEeYfrMT8g9WYg6iUTODq1KlTCgQCeeubuVwuDQ8PZ9dKK6atwcFBDQ0NyeFwrJptVokxZAQCAbndbgUCAQWDQSUSCdntdjkcDvn9fnk8HtY6R1omwFaD66+Jvw+wGPMPVmL+wWr1OgctP8KJiQmNjo6uad+17ldtgsGgAoFAXgkQl8uVvTKx0hKJhILBoE6ePKlYLJb9srXeMQwNDeW16XA45HQ61dfXt+JaBRve7uUBNpuk9vhFvbrvtmXPUSKyei0sLOjVV1/N3t+2bVtd/OFAdWD+wUrMP1iNOYhKstvt8ng8ZfnO4vf711RysZxjyHC5XKZ8v0QNG/+FdOElSdL5buMAW7WXh+TvA6zE/IOVmH+wWr3OQUtLREqSzWaz5FYNotGoOjo65Pf75fV6NTExkQ04OhwO9fX1ye12V3StunA4rK6uLvl8Ph09elSjo6OamJjQo48+qkQiob6+PvX19ZXUZiQSUXd3t06fPq1jx45l2wwEAjp8+LB8Pp+6u7tXXbh7w9qyVdq6bdnD7eM/M9x8kgAbAAAAAKDSnn5CknRl+w4ldh0w3GR/q8ljAgAAqGKWhxBTqZTVQ7BEJBJRX1+fHA6HRkdH88pxZMp0dHd3y+v1KhqNLtumHHw+n4aGhqTFbECn05l9zul0anh4WF6vV8FgUD09PUVlDIbDYQ0MDOjRRx/Na085V0x6PJ5srf+1lDfZEHbfJF25nPdQ+/hFw01Zgw0AAAAAUHHZ8pDG66+pBkpEAgAAmMnyAJvf75fT6VRnZ6cp/cXjcY2NjenDH/6wKf0ZSSQScrvdkqRQKFQwcObxeDQ6OqpgMKgjR46UtSRmMBjMBtcCgcCyYFhGIBDQqVOnFI1G5fV6V1z0OhaLye12LwvWLWW32zU8PKzu7m719fVpbGys5HX4at7uvVLs+byH2scvGW5KBhsAAAAAoOKeikorlIfc2ihtt/wsEgAAQPWw9KOR0+nUgw8+aHq/R44c0fDwsB5++GHT+5akgYEBJRIJOZ3OFQNRWswyCwaDikajCofD6u/vX3f/iURCXq9Xyqntv5Jjx45lx+H1eguO2efzZddZK4bf75fb7Zbf718xcLchGazDtj1OgA0AAAAAYJHFAFuhDLYDbVKVrLgBAABQFSxdg623t9eyvt/0pjdZ0m8ikciuPVZMaUSHw5HN7jp+/HhZxuDz+bI/FzOG3G1WCoSFw+GSMtEy7Y6MjBS9z4ZhEGBbqURknVZSBQAAAACY4ZVL6ZukCw7jDLb9lIcEAADIY2mArdxritWCYDCY/fnw4cNF7ZMJWkWjUcVisXWP4dSpU8vaLqZ/LRl/rkQiIa0xWGZWedCqYhhgM85gm01J15MmjAkAAAAAUJ+eTq+/NtO2Rb/Yf5vhJqy/BgAAkM+yAJvVQZX29nalLEgLOnnyZPbnYgOMuQGuSCSyrv5jsVg2GFaspeNcaQy568utJhOMK7ak5Iaye++yh+wFMtgkaYoykQAAAACASnkqHWC7eOtdSjUYnyoigw0AACCfZQG2F154oWwlD9fC4/EomTQ/LSgajWZ/LjbImBvgGh0dXVf/S4NrO3bsKLmN3GPIsNvt2UBgOBxWT0/Pqtl2mVKVmfXg6orhGmw/K7h5ggAbAAAAAKBSMuuvdRuvv9baIO1oNnlMAAAAVc7SEpH1ZmnAqdj1ynKDYFatV5Yb5Dt9+rThNrmBsmg0qu7ubg0NDRluOzQ0pGg0Kr/fX9K6bRuGQYCtaX5WWyZfNdx8cs6EMQEAAAAA6k8qlc1gO19o/bVWqcFm8rgAAACqHAE2E5VamjEjN7i11jaM2pKk8fHxovbL7bdQZtrg4OCyco8+n0/d3d15WW9DQ0Py+XwKBAIaHBws8Qg2CIMAmyS1FygTOUkGGwAAAACgEi5dkMZ/Ia2QwUZ5SAAAgOWarB4AShOPx9e1v8PhkN1uX1egbqV9H330UR05ciQvoBaLxdTT0yOPx6ORkRElEgmNjo5WbO215557TrOzs6tuZ7PZ1NycrnGxa9cu7d69W5I0Oztb0vp8jY2NamrK/6+UTCY1N7dC2llTs1q2bJXt6pW8h9vHL+miY/kXmomZBc3MrB5ls9lsamlpWfa4KcdkoLm5WQ1L6vfPz89rYWGh6Daq+ZgyY0smk0omk0XNO1X5MWVspPcpY6Mdk81mU1NTU7bccbG/96r5mLQB3ydt0GNaWFjIe2y1+VcLx7QR36eNfEyzs7NFzcGVjumVV17Rq68aVw9YqqGhQU1NTXrhhRdKOgYAqAmL5SHnm5p16ZZDhpscqJEA29Lf+zYbaXcwD/MPVmL+wWr1OgcJsJloaXBsaTZZMdabwSZJDzzwgILBoFRgPbWllm6zUpDPbrdrdHRUPp9vWXnITJ+hUKhiwTVJcrvdJe/zyU9+Up/61KckSefPny86UCJJO3fu1M6dO/Mem5ub09mzZ1fcr6tjh1qXBtjilwy3vTQ1rbOXL6w6lpaWFsOSm2Yd01JdXV1qbW3NeyyRSBR9MktVfkyZsb366qt69dVXdeHC6u+RqvyYMjbS+5Sx0Y6ppaVFdrs9e0zFzL9qPyZtwPdJG/SYpqen89ayXW3+1cIxbcT3qZ6OqdAcXOmYPvvZz+qhhx4qaUwAsCEtlod85eDrtNC8/KIE1VAGW6Hf+4AZmH+wEvMPVqvXOUiJSBOVIzhWDj6fL/tzJBJZdftAIFByH36/Xy6Xy/A5t9stt9tdNa+HVeY7di57rFCJyKvEwgEAAAAAlfD04vpr3cbrrzXapJtaDZ8CAACoawTY6pDD4chb+2y1IFskEikp+hyJRNTR0aF4PK6xsTHDddbC4bC6urqKyqDbqOZ3GAXYjDPYpgmwAQAAAADKLZXKloi8YLBcgSTtbU0H2QAAAJCPs/YmWktJyErx+/2KRqOKRCLyer0aGxsz3K6vr09+v1/Hjx/PPrZSsG1oaEg+n0+Dg4Py+/3Zvrxer9xud15ALZFIqKenR2NjY2VNHw2FQuru7l51u6VrsGUcOHCg5HVGlmpublZXV9fK+926fIzbCwTYrqlJt9zapYZVvtQUqm1r1jEZ7bOU3W7Xtm3bim6DYyqMYyqMYzLGMRXGMRXGMRnjmAqrlWPy+Xz60Ic+VFQ7uWuwve997yu6fwCoeufPSYmJ9I8FMtj2k70GAABgiACbiTo7O/PuJxKJkoNu5QzSDQ8PZ9dK6+7uViAQyJZ1jEaj8vl8cjqd6u/vzysrufQ4MjLBNY/Hkw2uZTgcDo2OjioYDMrr9eY919fXVzDAtxZ33HGHDh0yXpi5GLmLMa5VQ0PDsjVDltl3YNlD9gIlIpOyabaxVe3LzzMVxbRjKkJTU5Oamtb/q4djMsYxFcYxFcYxGeOYCuOYCuOYjFXjMR08eFAHDx5cd1sAUNN+lL4INmmz6WLX6w03OVAj668BAACYjQCbicoRHCsU3FqrTHZZIBCQ1+tVPB6XJPX29srn82UDbpnHVSCDLROQczgcK67Z5vF49MADD8jtdmdLU8ZiMYXDYfX395f12KrerpuWPVSoRKQkTc5rzQE2VMbs7KzOnz+fvX/gwIGynIQEisH8g5WYf7AacxAAymSxPOT4XodmNhtnCNdSgI2/D7AS8w9WYv7BavU6B1mDzURLg2O5QauVJBKJ7M+VKDPpcDjk9/s1NjamiYkJTUxMaHh4OBtcWzqGvr6+ZW0MDAxIiwG71djtdg0PD8vj8WQfWykot2Ht2bvsoS1Tr6pxbtZw88l5E8aEkqRSKc3OzmZvpZTPAtaL+QcrMf9gNeYgAJTJU2ckSecLrL9mk7S3hgJs/H2AlZh/sBLzD1ar1zlIgM1ES4NjuUGrleSWTyznWmXFisViefdzA29aPI7M2mqlZKEFAgE5nU5J0sjISFnGWlN2L89gs0naHjfOYpucM2FMAAAAAID6kExKTz8hSbpQYP21XS1SK2eOAAAADPExyWSZgJJKyGDL3e7w4cMVGddKMsEzLY5/aaAwE4BbS/Dv2LFjZRhhjTIIsGmFMpFksAEAAAAAyubcmHRlSpJ0oUAGWy2VhwQAADAbATaT5WZ/Lc0MKyR3OyvWKRseHs7+XO6AWCbgaEVmnuW2bJW2Lq9x3z5+0XDzKQJsAAAAqCEvvviinnjiCb344osFnwdgocXykClJ57vvNtxkPwE2AACAggiwmSw3QDU6OlrUPpkMMofDUbZAlM/nU0dHh/r6+lYtVXnq1Kls/0YBvkyQLBaLFV32MiOz/dKyk3Vj155lD7UXKBGZIMAGAACAKjY1NaXPfOYzOnz4sBobG9Xd3a2enh719vYabu/xeNTY2Kjf//3fN32sACQ9lT7XMLljr67YdxluQoANAACgMAJsJrPb7dlgUiZwtZJIJJL92efzrbp9OBzOK+loJBaLaWhoSIlEQpFIRMePHy+4bTAYzAbBQqFQwe0ygbeV2jISCAQkSV6vt6T9Nozde5c9VLBEJGuwAQAAoEr94R/+oTo6OuTz+RSNRpVKpbK3iYkJw32+8Y1v6PTp0/rGN76h17zmNTp37pzp4wbq2mIG2wWH8fprknSg1cTxAAAA1BgCbBYIBAKy2+1KJBIKh8OrbqvFLDGPx1Nwu0Qioe7ubrndbvX09GhoaKjgtp2dnXn3d+zYUbDNTFBvcHAwb/24pfx+vyRpaGgoLyi4knA4rGAwKL/fX58lImW8DluhEpGswQYAAIBq9JGPfEQf//jH84JqWry4cLXP+U6nUyMjI7r//vvldDoJsgFmWViQnnlSknSh23j9NXuTtKXJ5HEBAADUEAJsFnA4HDpx4oQkye12F1yLLRgMKhwOy263r5g9psVMt9x2Vsoky3zRtdvt8ng8GhwcXLZNIpFQT0+PEomEBgcHswG0lY4ps1ab2+1WMBhccftgMCi3212w/7pRQoDtelKaSZowJgAAAKBIn/nMZxQIBJRKpeRwODQ4OKjh4WFNTEwoHo/rhRdeKKodv9+v/v7++q1sAZgt9rw0fVWSdL5ABtsBykMCAACsiGuRLNLf36/h4eFsxpnf789mqGUyx4LBoFwul0KhkOx2+4rtLX1+tStFh4eH1dPTIy1mkmUCbtFoVKdPn9bQ0FA2sGe07poRl8ulsbEx+Xw+eb1eBQIBHT16VE6nU52dnYrFYorFYtmsvOHh4fpdey1jj0GJyPjPCm4+NS/taqnwmAAAAIAinD17NnuxXDgc1v3337+u9gKBgDo7O/XYY4/p7W9/e5lGCcDQUzeWlrjgMM5gY/01AACAlZHBZiGXy6WzZ8/K7/crEAioo6NDHR0d6urqUjwe1/DwsIaHh1cNrmXayny5dTgcq2a8ORwOTUxMqLu7W8ePH9eRI0fU3d2tgYEBRaNRBQIBTUxMFB1cy203FAppbGxMLpdLw8PD8nq96unp0cDAgIaHh+Xz+bLP171dxWewiXXYAAAAUEUy5e5jsdi6g2sZH//4x/Wnf/qnZWkLwAoW11+b3mJX/KZbDTchwIb/l72/j27jzO8E3y/4AlK2SBRByfKLZAlFyf0ixxYBMjtJ525iEbA9k5O53RYgenI2sztjE5A7O/dONi1C8tmz3ZN7r2VQ7s6emXRbANVnzrzsJCIoezdzOkkLoJ3sTjo7LRKi2u12dywCVEuWRErCm2xJpEjU/YMETBBVJEgUUCjg+zmHx0RV4Xl+ZTwiUPjV83uIiIhobXU9g62/vx/9/f2qXQxuRrZM41rrqxXL5/OtW8pxtcHBwbKUaBRFccOx1CWZGWzGuXvY8mkC97Z2FOzjOmxEREREVC3OnDmDoaEh7Nkj/+X8Zjgcjlw5fSIqow8mAACfiL+ieAhLRBIRERGtra4TbMFgEGazWdMEG9W5R3bIbjbdvs4Emw40NjZi27ZteY+JKoXjj7TE8Uda4xisDrFYbMMVL9YjCILiGtVEpJIHD4CffQAA+KRLfv21hxsBQYffGPH9gbTE8Uda4vgjrdXrGNThxyV1pFIpAEA8Htc6FKpnMiUiAaD99nXc2P3lgu0sEVldmpqa8t44iCqJ44+0xPFHWuMYrA6JRELV2WtYXo+aiMrs0s+BufsAgKtrrL9mMFQ4LhXw/YG0xPFHWuL4I63V6xis2zXYvF4vwAs40trWNuDhrQWbhdvXZQ/nDDYiIiIiqhaiKGJ6elrVNsPhMERRVLVNIlrlg0juV6UZbE+0VDAeIiIiIp3SZAbbvn37tOgWWJ6xtjKpxhlspLlHHgVil/I2mW5fkz2UCTYiIiIiqhaiKCIQCOCNN95QrU2/3w+Hw6Fae0Qk44MLAID5li2Y2fkF2UO4/hoRERHR+jRJsN2+fRupVAqSJMGwiZoDkiQBQMnPNRgMnMFG2pNJsLXHOYONiIiIiKqb0+nEa6+9Bo/Hg927d5fc3rFjxxCLxeByuVSJj4gULCfYru/eD0lhfZQnmGAjIiIiWpcmJSJFUcwl1yRJ2vBPNrG22eeu7JcLaJPmHnmsYJNJoURk+gGQkSoQExUlk8lgbm4u95PJZLQOieoIxx9pieOPtMYxWB36+/vR3t4Om82GixcvltTWsWPHcPLkSVitVhw8eFC1GIlolbk54OcfAACudsmvv2Y0ANuNFY5LJXx/IC1x/JGWOP5Ia/U6BjWZwWY2mwEAJpMJPp8PZrMZgiAU9dxoNAqPxwOr1QqPx5PX3lqypSFPnDgBg8EAn8+Hjo6OEs+ESAWPPFqwSalE5CKAzxaBNk3+5dJqDx48QCwWyz22WCxoaeFiBVQZHH+kJY4/0hrHYHXIXs8dOXIkd302ODiIPXv2FN3Ge++9B6/Xi0hkaU2o4eHhMkZMRPj7nwEPHgAAPhHl1197vBVo2HjBoKrA9wfSEscfaYnjj7RWr2NQk6/pBUGAwWDA6Ojohu5OTKVScLlcGBoawje+8Y1N9X306FE4HA4Eg0H88Ic/3FQbRKraQIINANILTLARERERUXVwu90IhUI4e/Ys/H4//H4/BEGA3W6HKIro6uoCALz//vu5CiLJZBLnz59HOBzOleyXJAlDQ0M4cOCAxmdEVOOWy0MCwCcKM9hYHpKIiIioOJp8TS+KIgBsuPSH3W6Hz+fDwMBASf2HQiE8//zzeP3111VdkJtoU2RKRLalbqJhcQGZxsJ/oskHvOAhIiIiouoRDAbhcrlw9uxZAEAikcDo6GhuvyRJsNvtBc/Lro8NoKSbKIloAz5Ymi262NCI67v3yx6ys/ZvNiciIiJShSZrsJnN5ryLqWKMjY1BkqSSk2tZ586dw6lTp5BOp1Vpj2jTZGawNWQyaEvMyB6eWqhATEREREREGxAMBjEyMpIr/Z+93pNbe3slQRAQCoWYXCOqlJ8uzWCb3fUUHrRskT2EN3QSERERFUeTBNvg4OCGF7kbGhrC66+/rmocx48fx4kTJ1Rtk2jDdhQm2LBGmcg0E2xEREREVIWcTifi8TjefPNNiKKYl2RbSZIkWCwW+Hw+xONx9PX1aRQxUZ25f29pDTYAVxXWX2sA8BhnsBEREREVRTcrOUWjUVitVlXbdDqdOHz4MJNspK3tCgm2+A3Z7ZzBRkRERETVbHBwEIODg0ilUgiHw4jH40gmkxAEAWazGVarFRaLReswierPRx8AC0sXlJ90ySfYHm0BmjS5FZuIiIhIf3SVYNuzZ4+qbVosFkSjUVXbJNqwrW3Aw1uBzz7N26w0gy31oEJxERERERGVwGQy4dChQ1qHQURZH1zI/fqJ+IzsITtZHpKIiIioaLq5L8lkMmFyclL1dpPJpOptEm2YzDpsptvXZQ/lDDYiIiIiIiLasA8iAAAJwFWFBBvXXyMiIiIqnm4SbKIoYmxsTNU2x8bGIIqiqm0SbYpsgk1hBhsTbERERERUJaanp/HWW2/hrbfe0joUIlrP8gy22zv24P5WQfYQJtiIiIiIiqebEpGHDx/GG2+8Abfbjba2NlXa9Pl8qq/rRrQpjzxWsKldYQbbZ4vAQoZ18YmIiIhIWxcuXEBPT0/ucTQaxfe+9z1NYyIiBZ99Ckz9AgDwSZf87DUAeKKlgjERERER6ZxuvqJ3uVxIJBJwuVyqtDc8PIyxsTF4PB5V2iMqySM7CjYJCgk2cBYbEREREVUBr9cLSZJyj8+fP69pPES0ho9+AmQyAIBPxGdlD9nWDLQ2VjguIiIiIh3TTYLNYrFgYGAAoVAIL774Iu7cubPpto4dO4YjR47AarXi4MGDqsZJtCkyM9iUSkSCCTYiIiIiqgLj4+Ow2+2QJAmSJKG/v1/rkIhIyXJ5SAC42iWfYGN5SCIiIqKN0U2JSAAYGhrCyMgIQqEQBEGA1+uF2+3Gnj171n3u9PQ0RkdHceLECSSTSWB5FhtRVZBZg6313h203PsUc1u2Fuxjgq06NDc3w2Kx5D0mqhSOP9ISxx9pjWOwegQCAUxNTcFsNqO7u1vrcIhIyYoE2yeifInInTWQYOP7A2mJ44+0xPFHWqvXMairBJvJZMLY2Bh6enpgMBjg8/ng8/kgCAJ6enogiiIEYWmh3mQyiXg8jmQyifHx8VxSLVvCZHR0FAcOHND0fIhyZGawYXkdtps79xVsTz2oQEy0roaGBrS0cJEC0gbHH2mJ44+0xjFYHXp6enDhwgV87WtfU6W94eFhHDlyBIuLi6q0R0QrfBABANwRtiPdKX/9WQsz2Pj+QFri+CMtcfyR1up1DOoqwQYAVqs1V4okmzRLJBIIh8OKz1m5LgCWk2svvfRS2WMlKprMGmxYLhMpm2DjDDYiIiIi0tjg4CBee+012O12tLW1ldxe9vqOiFR2Jw1EPwYAXFVYfw01MoONiIiIqJJ0swbbSlarFbFYDIcOHdrQ8+x2O6ampphco+qjMINNaR22NBNsRERERKQxu92Oo0eP4uDBgyWtkb1StiIJEanow4u5Xz9RWH/N1AS06e4WbCIiIiJt6TLBhuVykcFgEFNTUzh69CgsFktuce2VPyaTCW63GxMTEzh37lxeHVCiqrG1DXi4cK01U/yG7OGcwUZERERE1cDtdmNgYADd3d04fvw4JicnN91WKBRSNTYiWrZcHhIAriqsv1YL5SGJiIiIKk339ydZLJbcWmypVCq37pogCDCbzTCZTFqHSFSc7TuAzz7N26Q0g41rsFWHhYWFvFJGgiCgqUn3f1ZJJzj+SEscf6Q1jsHq4na74XA44PP50NfXB7PZDLvdDkEQ0NXVBbPZvObMtGQyifPnzyMcDqOjo6OisRPVhZ98nmD7pEshwVYjS6bw/YG0xPFHWuL4I63V6xisqTM0mUxMqJF+7XgMmJ7K26SYYFsAJAkwGCoUG8laXFzErVu3co/b2trq4o2DqgPHH2mJ44+0xjFYHRoaGmBY9YFUkiQkEglEo1HN4iKiVX56AQBwf0sbbj2+V/aQWll/je8PpCWOP9ISxx9prV7HoG5LRBLVnO2PFmwy3b4ue+gDCbiXqUBMREREREQKRFEsKNFvMBhgMBhky/ev9UNEZZKMA7+MAQA+USgPCZaIJCIiItqUmkkhTk9P50pD7tmzR3a/3HaiqrFDJsEWl0+wYblM5EONZY6JiIiIiEiBIAi5ZBqWE26bxRlvRGXy08/XRbyqUB5ySwNgbq5gTEREREQ1QrcJtnQ6jUAggDNnziAS+byeeEdHR95UxCy3242xsTF4vV688cYbFY6WqAgyM9ja4zdgyGQgNRRONk0tAI9VKDQiIiIiotXMZjMAwOPx4O233y65PZvNhunpaRUiI6KcD1asvyY+K3vIE61cfoCIiIhoM3RZIvLkyZPo6OiA1+tFJBLJKy2SSCRkn3Pu3DmcP38e586dw759+3D58uWKx020ph2F6bLGxQVsTRcmjLGcYCMiIiIi0kp2xprX61WlPYfDoUo7RLTCBxdyv36iMION5SGJiIiINkd3CbbXXnsNx44dK6jXLwjCuiVJrFYrxsfH8dJLL8FqtTLJRtXlEfn5aO23rsluZ4KNiIiIiLQkCAIAqFaKv7OzE8lkUpW2iGjZcoJtocmIG7u+KHsIE2xEREREm6OrBNtbb70Fv98PSZIgiiIGBwcRCoWQSCQQj8dx6dKlotrx+XxwOp3weDxlj5moaI/skN2stA5b6kGZ4yEiIiIiWoPD4cDAwIBq7VmtVlXbK0UgEIDNZkNHR0fux+VyIRwO12QM0WgUHR0dFT0/qoBbN4FrVwAA13d/GZkm+YXWdrZUOC4iIiKiGqGbBFssFsPg4CAAYHR0FJcuXcKbb76Jvr4+mEymDbfn9/vx4x//GO+//34ZoiXaBIUZbKbbnMFGRERERNWnr68Pp06dqtr2NiMSiaCjowM+nw8ejweJRAKJRAITExMQRREOhwMul6usM+20iCHbHmcQ1pifriwPKb/+WrMBeIQJNiIiIqJNadI6gGKNjo4Cy3fWqVWC5NixYzh16hSee+45VdojKsnWNuChh4G7n+VtFphgIyIiIiIqu3A4DIfDAVEUMTExkSuBieX15nw+H7q6uuDxeBCJRAqO0WsMgUAAkUhEheip6qxYf+2qKL/+2mMtQKOhgjERERER1RDdzGA7c+YMhoaGVEuuYbmkCS8kqKo88mjBpvbbN2QPZYlIIiIiIqpW6XQap0+fRn9/P1544QXs27cPvb296O/vx1tvvYXJyUmtQ8yTTCbhcrkAAMFgUDFp5Xa74Xa7EY1G0dfXp/sYkskkl06oZT/9/PsOpRlsXH+NiIiIaPN0k2CLxWJwOp2qtikIAqLRqKptEpVEJsGmVCLy00VgUapATERERERERZqcnER/fz86Ojrg8XgwOjqKcDiMqakpTExMYHR0FF6vFzabDU899RTeffddrUMGAAwMDCCZTMJqtcJqta55rNfrBZZLOWYrreg1BpfLpfosPKoiyzPYMg0NuGZ5WvaQnUywEREREW2abhJsiURC1dlrWL5bj6iqyKzDppRgkwCkWSZSUwaDAUajMfdjMLC2ClUOxx9pieOPtMYxWJ2OHz8Om82G0dFRSFL+nWAGgyHvdZIkCZcuXYLT6cTLL7+sQbSfSyaTuSSV3W5f93hRFCGKIgDgxIkTuo0hEAggHo/j8OHDm3o+VbmZ60s/AG4+vhfzrQ/LHlZrM9j4/kBa4vgjLXH8kdbqdQzqZg02URQxPT2tapItHA7nLkqIqsIOuRls1xUPTy8AHc1ljokUGY1G/g0hzXD8kZY4/khrHIPV54UXXkA4HM5LrGV/z86QkrvBUZIkBINBRCIRjI+Po729vYJRLwkEArnfe3t7i3qOKIqIRqOIRCKIRqMlj8dKx5BMJuH1ejExMQG/37+pmKnKffB5ecirCuUhG5bXYKslfH8gLXH8kZY4/khr9ToGdTODTRTFvIsONfj9/qLuDiSqmO2FCbaHPk2g6cGc7OFch42IiIiItNbf349QKARJkmC32+H3+zE1NYVMJoNMJoN4PI54PJ57nEgkMDExAZ/PB6vVCkmSMDU1pdm12ZkzZ3K/F1suceWXB+FwWHcxDAwM4Pjx43X5JUjdWC4PCQCfiPIJtkdaAKNuvhUiIiIiqj66+SjldDrh8/lw+fJlVdo7duwYYrFYbhFpoqqwo7BEpAGAKX5D9vAkS0QSERERkYbOnj2LYDAIq9WKqakpnDt3DgMDA7BYLIrPMZlM6O7uxtGjRzE+Pp6buTYxMYFvf/vbFY0fy+uYZZnN5qKeszIJNjExoasYRkdHEY1GMTg4uMEoSVdWJNiudj0je8gTNTZ7jYiIiKjSdJNg6+/vR3t7O2w2Gy5evFhSW8eOHcPJkydhtVpx8OBB1WIkKpnMDDYAMN28Kruda7ARERERkZYGBgbgcDgwPj6+ZlJtLVarFbFYDHv27MHg4CDS6bTqcSqJRqN5j4ud0dXZ2Zn7fXx8XDcxJJNJDAwMYHh4eINRkq5IUq5EpLTGDLadNbb+GhEREVGl6SbBZjKZ4PP5EI/HYbVa8fWvfx3T09MbauO9995Db28vTp48CQC8qKDqI7MGGwCY4vLrsKWYYCMiIiIijZw9exYAEAwGS25LEIRcmUk12iuW3LpwxVg5e2yzbWgRw8DAANxuN6xW66b6JJ24fhWI3wIAJLfvxN12+VmRTzDBRkRERFSSJq0D2Ai3241QKISzZ8/C7/fD7/dDEATY7XaIooiuri4AwPvvvw9JkhCNRpFMJnH+/HmEw+HcRYckSRgaGsKBAwc0PiOiVZRmsN1WSLBxDTZNzc/P4+rVz2cX7ty5E0ajUdOYqH5w/JGWOP5IaxyD1eHMmTN4/fXX0d7erkp7oijC7XZjZGQEr7zyiiptVkI8Htc6hKJiCIfDiEQiFU1g1iVJAj69AzyYB5qNwNY2wGCobP8//i+5h1cVZq+hRmew8f2BtMTxR1ri+COt1esY1FWCDct3R7pcrtzdkolEAqOjo7n92YW1V5MkKff70NAQvvGNb1QoYqIN2NoGPPQwcPezvM2m29dkD+cMNm1JkoT5+fm8x0SVwvFHWuL4I61xDFaHCxcuYGhoSNU2XS4Xjhw5omqba1mdmFo5K6xYpc5gq1QMLpcLY2NjG25bDR999FHev1klBoMBzc3NAIDt27fjkUceAZa/sNnIv/PGxkY0NeV/3ZHJZPDgwcbuUGxubkZDQ37hn4WFBSwuLubH/fc/Q8MP3kHDBxEYfvYTGNKfvx6SSYBh/wHgWRvwO4eBL3xZ9XNaq/9PFNZfMzcDWxqVz2ktBoNB9guzanidsu8PmUwGmUwG9+/fLyqmaj6nrFp6nbJq7ZwkScL9+/eRyWQAoKjxV+3nhBp8nVCj5/TgwQPcvXs393i98aeHc6rF16mWz2lubq6oMbjWOc3MzODWrVtFxdLQ0ICmpiZcunRpQ+egNt0l2LCcZBsdHYXb7UYymYQkSTAYDHn/zTKsuFNMEAQEg0H09fVpFDnROgyGpVlsl6fyNjPBRkRERETVJhqNYs+ePaq2KYpiwZpk5VRqckwvMXg8Hk1LQ7pcrg0/55vf/Ca+9a1vAQCuXr1aVIIua9u2bdi2bVvetgcPHiAWi20oBovFgpaWlrxtyWQy98XPwz/+L+gc/fd46MMLim0YUkngR3+99PP2t4HeXwc8/xOu7t5X8jkthn+AxT85uWb/xay/tvKcimE0GmXXCqym1+n+/fu5L/lWf6EoRw/nVIuvUy2e08qxhyLGnx7OqRZfp1o8p1QqVfCZYq3xp4dzqsXXqZbPaWFhoagxuNY5fec738F3v/vdDcWkNd2swbaa0+lEPB7Hm2++CVEUc0m11VlRSZJgsVhy67cxuUZVT2Ydtvb4DdlD5zLA/eJveiAiIiIiUo3JZEI6nVa93c3M4CJl4XAY4XAYPp9P61BqRkM6iceG/mfs+ld/sGZyS9b5HwGvOrH9xHE0pDeZXE3cBv7lP0fza7+7bv9XRfkZbE+89+5SO0RERES0abqcwbbS4OAgBgcHkUqlEA6HEY/HkUwmIQgCzGYzrFYrLBaL1mESFe+Rxwo2mW7Jz2DD8iy21sYyx0REREREtIooihgfH8fBgwdVazMSicBsNqvW3nqqIZlX7hg8Hg/8fn9Z+6gnjR9/BMv/+79H8+2bJbXT9t5foPXieVz9o3+NuT17i3/iz38K/POXgBn5dbpX+qzNjOQju2T3PfGD/w045QX+7btA546NhE5EREREy3SfYMsymUw4dOiQ1mEQle6RwosbU1z54im9AOxoUdxNRERERFQWPT098Pv9qibY/H6/7Jra5bI6mZe9WXMjSk2QlTMGr9cLu91e0f+ncoLBILq6utY9bvUabFk7d+7c8DojqzU3N2/45ttsLDk//ymE3//dpbKPKmi+fRN7jr+GB//+zyE99eU1j21sbFxKrv3uPwJSiaLaV5q9BgA7oxeB+A3gn/xDCP/hP6Nt7xeLjnvlUhx5bVbL6wSgtbUVRqMRTz75ZEEpKzl6OCdBENDW1lZ0GzwnZZUYewCKGn96OKdafJ1q8ZxMJlPe54H1xp8ezqkWX6daPqe5ubm87UpjcK1z8nq9eOWVV4qKZeUabF/96leLPge11UyCjahmyMxga34wh4c+S+Huw6aCfUmuw0ZEREREGnC73ejt7cX777+P5557ruT2zp49i7GxMRw7dkyV+IqhxuyxUmfclSuGSCSCQCCARKK4ZEw5felLX8L+/fs3/fzsl9WlaGhoKCrRoihxG/jnL6mWXMsypJMwevqBH/wd0NG5bv/FJtcA4OreA7LbtyZmP1+GIJVA04ALTev1X4SqeJ1WtJNtq5T2qumcmpqailpPbj08J3lqjz0AJY2/ajqnWnyd6uGcNjv+qvmcNovnJK8c51TKGDQajdi1axd27ZKffV+tdLUG2/T0NN566y289dZbWodCVD6PFK7BBgCm2/JlIlMPyhwPEREREZEMq9WKAwcOwOl04uLFiyW1dfbsWRw+fBiiKKo6I249qxNT8Xi8qOetXMBd7RlsasXgcrkQDAZLio1W+FdHiyrLuCkz14E/GlS9/08UZrDtjF5E3r3jxfRPRERERAV0k2C7cOECurq64PV64fV68fWvf13rkIjKQ2YGGwCYZq/Ibk9xBhsRERERaSQYDCKRSMBqteL1119HOp3e0POnp6fR39+Pw4cPA8slIitpdWJqZdJqLVNTU7nfRVGsuhi8Xi+sVqvmpSFrxvt/BfznMicr/3xkqR8V+/9EfFZ2+xPRn2ysfyIiIiKSpZsSkV6vF5Ik5Wp0nj9/XuuQiMpDZg02ADDdlr9bMc0EGxERERFpRBRFjIyM4PDhw/D5fPD5fLnETldXV17iJ5lMIh6PI5lMYmpqCuFwGNFoFAAgSRKGhoYqOnsty2q1IhKJABuYPbbyuN7e3qqLYXR0FNFoVHGNCyUulyvv8eDgIHw+34baqEn+P65MP4H/FXjuRVX6n2t9GDef2Cu774kphRmnSv0TERERkSzdJNjGx8dht9sRDocBAP39/VqHRFQeSjPY4vIJNpaIJCIiIiItOZ1OnDp1CkeOHAGW1/7KJovWk12c3ev14hvf+EZZ41Rit9tz8WYTfutZeZzT6ay6GDYyE9Dj8eTaGhwchMPhyO0rdXZeTfjFh8D5H1Wmrx//LfCLnwFf+HLJ/V/b8zSkBvmiRTvlZrAp9U9EREREinSTYAOAQCCAqakpmM1mdHd3ax0OUXlsbQMeehi4+1neZsU12DiDjYiIiIg05na70dPTA5fLhVgsBgAwGAy5BNpKK7cLgoDh4WEcOnSo4jFnHT9+HENDQwCAiYmJop6TTYaJoqhKEkrtGDZSGnJlicre3l6WlVyt3KUh5fr7wjdL7v+TLvn111ruptF5fY0k7ur+iYiIiEiRbtZg6+npwYULF9DX16dKcm14eBiNjY2qxEakKoMB2P5owea1SkRmCr+3oApobGzEtm3bcj/8m0KVxPFHWuL4I61xDFYnq9WKqakpjIyMwGq1yibXsDxrTRRF+Hw+xONxTZNrWE4wZZNKIyMj6x6fraqC5Zl36xkdHV13Rl+5Y6ASXCwu4ama/xgAXPbPf/7j8Kaauaq4/toHaFD4twkA+EmFz1dlfH8gLXH8kZY4/khr9ToGdTODbXBwEK+99hrsdjva2tpKbq/YhaOJNLHjUeDyVN4mpRlsGQCfLgLtuvnXXDuampqwbds2rcOgOsXxR1ri+COtcQxWN6fTCafTiVQqhfHxcUSj0dz1lyiKsFqtsFgsWoeZx+/3w2azIZlMYnR0dM2yj9nyi1arFW63W/G4ZDIJm82WK7/o8/kwODhY0RiKsfLauNj13+qGJAEfKqxXVi530kDkv5bcjNIMtiei65zPTyeXznuD6/dVC74/kJY4/khLHH+ktXodg7qZwWa323H06FEcPHgQd+7cUaXNlaUwiKqK3Aw2hTXYwHXYiIiIiKgKmUwm9PX1YWBgAEePHsXRo0dx6NChqkuuYTnxNzy8NFPI5XIproMWCAQwOjoKQRAQDK5dui8cDue1c+LEiYrHUIyVSTXeiLrKp3eAVELrKDZssbEJ13fLr6O2c0ph/bWsVAL47NPyBEZERERUY3STYMNyXf+BgQF0d3fj+PHjmJyc3HRboVBI1diIVLWjMMH2cOoWGhflM2lch42IiIiIqDROpxOhUAiCIMBmsyEQCOT2JZNJeDweeDwe2O12xGKxdddeW31DZzFrtakdg5xIJIJwOIzR0VG4XK68pNqJEycwNDSEcDiMcDjMhNuDea0j2JQbT34Ri80tsvvWncEGAPNz6gdFREREVIN0V1TO7XbD4XDA5/Ohr68PZrMZdrsdgiCgq6sLZrN5zZlpyWQS58+fRzgcRkdHR0VjJyqazAy2BklCe+oWEubHCvYxwUZEREREejM9PY09e/ZoHUaebOJqZGQEfr8/b30zu92OUCiUWyutmLYGBwcxNDQEURSLnm2mZgxyVs6OEwSh4Po5O9MumUzC7/eXXIJS15qNWkewKZ8orL/W+GAOj/7y5+s3YJRPzhERERFRPt0k2BoaGmBYVQNckiQkEgnF0hlEurWjMIkGAO23r8kn2FgiUhOZTAYPHnz+P7+5uRkNDbqaGEw6xvFHWuL4I61xDFafdDqNQCCA8+fPw2w2w+v1rps8c7vdmJiYgMfjwRtvvFGxWNcjCALcbrcqiSWfzwefz6dpDKtNTU0VcRQBALa2AaaODZWJlADMbWnDQrMRTQ/m0XLvDiq5mpkEYPoLPbL7Hrv8MzQurnN3pqkDeHhreYKrAL4/kJY4/khLHH+ktXodg7pJsImiWJBIyybcJEnaUFurE3VEVecR+QSbafYKsM9WsJ0z2LTx4MEDxGKx3GOLxYKWFt7tSZXB8Uda4vgjrXEMVpfJyUkcPHgQqVQqt21iYgI//vGP13zeuXPnEIlEcOzYMezbtw/hcBi7d++uQMRERTIYgP3PAj/66zUPu7b7y7jwmy5cfsqGT7qexd02c27fQ3fieGLqInb//QSsfzOCxy5/tHafT1qAQ//d54/P/kfgl7G1nrFm/yt1zPxy7b4B4OkDS+etU3x/IC1x/JGWOP5Ia/U6BnWTYBMEAQaDIZdM20yt+SzOeKOq98gO2c2m29dktzPBRkRERERaGBsbw/PPP49Tp07B4/HkrtkmJiaKer7VasW5c+cQCARgtVoRiUSYZKPq8qxNMcH2Yc8LeM/5B4g+/RXFp99tM+PjA8/h4wPPIXz4GxB/+rfoG/0Ovjx+Tv4Jv30I+B8HP398/y7w9rc33f9KH3zl/4l/8+Zfrd3/M4U3dBIRERGRPN0k2MzmpTuwPB4P3n777ZLbs9lsmJ6eViEyojJQmsF2+7rs9jQTbERERESkgSNHjsDv9+PVV1/FyMgIxsbGAACHDh3aUDvZUohOpxPnz58vS6xEm/I7roIE12dtZrzjOYnIbx3ecHPRp7+C6NNfgfWvz+Al/yAevhMv7K+a+iciIiIiRbopgpmdsbZygedSOBwOVdohKoutbcCWhwo2KyXYuAYbEREREVXa2bNnIUkSXn31VQBAKBRCKBRCMBjEyMjIhttzu91IJBJ4//33yxAt0SZ9YT/Q++u5h9f27MfJP/m7TSW3Vor8Vj9O/snf4druL3++8Ve/Anzhy/kHat0/ERERESnSTYJNEAQAWHeh7GJ1dnYimUyq0haR6gwG2VlsSiUi72aA+UwF4iIiIiIiWnbmzBkcOXIkb1tfX9+GZ6+t5PV6cerUKRWiI1KR5w+A5eTWd0/8BVKdj6vSbKrzcXz3zb/8PMnl/oPq7J+IiIiIZOkmweZwODAwMKBae1arVdX2iFQnsw6b0gw2sEwkEREREVVYLBaD3W5Xtc2enh5EIhFV2yQq2XMv4jPn/4DAv3oHd9vMqjZ9t82MwB+9i89c/wx47oXq7J+IiIiIZOlmDba+vj709fVt6rnpdDr3e3t7e8ntEVWE3Ay2uHKCLbUAbDOWOSYiIiIiomWRSCRXaUQtoigiGo2q2iaRGt458hZS91vK0naq83G84zmJ36vi/omIiIiokG5msJVCEAR0dHRAEAQ0Njais7MTr7/+utZhEa3tkUcLNrXc/wyt9z+TPZzrsBERERFRJZlMJtXL7kejUdWTdkSl+vAOEClTcisrcr8FH96pzv6JiIiISF5dJNgymQwWFxdz/z1//jzi8Th6e3u1Do1ImUyCDQBMyVnZ7bfmAUkqc0yrSBJwfxH4dGHpv5Xun4iIiIi0I4oixsbGVG3zzJkzMJvVLYFHVKr3blemn/fj1dk/EREREcnTTYlINYmiiFOnTmHv3r349re/jT/8wz/UOiSiQjsKS0QCQGs6DjxqKdj+l7eAv4kDT7QCu7cA1nbgsVb1w7p2H7iQBi7fAz65D9zNfL7voYby909ERERE1aGvrw9vvPGGatdTqVQKQ0ND8Hg8qrRHpIZr94Hovcr0NXUXuH4//zpK6/6JiIiISFldzGBTEo/Hce7cOa3DIJK3PX8G24c9L+DfvPlXuPyUTfEpdzPAx3eB8G1gKAb8m2ngZ5+qE86Hd5baOxlbav/ju/nJtXL3T0RERETV5eWXX0YikcCLL76oSnt9fX0wGAxwuVyqtEekhgvpIg5S0V/cXOpzMg1cTAM/vFXZ/iMVPl8iIiIiPdP9DLZ0Or2hRbDj8Tii0Sh8Ph9SqRREUSxrfESbtmMpwfZZmxnveE4i8luHN9xE9B4QvbI0m+ylHcDDm/gX/9kC8M7M5i601OifiIiIiKpTd3c3+vr6EAqF8OKLLyIYDKKtrW3D7UxPT8PlcuHChQuwWq04ePBgWeIl2ozLFZo9lvXTT5d+tPLL+9r1TURERKQ3uvy6O51Ow+v1IhAIbLoNSZJ4dyRVt0cexbU9+xH4V+8g1fl4SU1F0kvlPty7gMc3UO7j2n0gcAVILZTU/ab7r3bNzc2wWCx5j4kqheOPtMTxR1rjGKwefr8fe/fuRSgUgiAI8Hg8cLvdOHDgwLrPnZycxIkTJzA6Opq7PgsGgxWJm6gYkrRUFr+eXL23dN4Gg9aRbA7fH0hLHH+kJY4/0lq9jkHdJdgmJyfR19eHZDIJSZJKauvNN9/k3ZFUta41teO7b/4l7m7tUKW91ALw3cvA7+8uLsl17f7S8avLQFaqfz1oaGhAS0uL1mFQneL4Iy1x/JHWOAarhyiKGB8fR09PDwwGA/x+P/x+PwDAarVCFEWYzWYIgoBkMpmrKBKJRHJtZK/rRkZGsGfPHs3OhWi1uYx610N6cTezdN6tjVpHsjl8fyAtcfyRljj+SGv1OgZ1lWCLxWKwWq0wGAybTq51dHTg+PHjOHToUF5GlaiafLYABK4aVEuuZd3NLM1IO2pZu1zjZwtLx6l9MVls/0RERESkH1arFefOncPhw4eRTCZz2yORSF4iLUvuWi4YDOLQoUNlj5VoIxZKu6dXt+r1vImIiIg2qkHrADYiW85RkiS43W4Eg0FMTU0hk8kgk8lAFMXc76t/pqamEAwGYbPZEAqF0NCgq1OnOvPOTOllGZWkltdUq+b+iYiIiEhf7HY7YrFYUUkyw4rac3a7HVNTU0yuUVVq0mmZxFLV63kTERERbZRu5pCMjY0hEonAZrNhZGREdvaZIAiYnp6WLStisVhgsVhw6NAhhMNh2O12hMNh7N69u0JnQFScD+8srVlWTpE0YG0H9susQa91/0RERESkTyaTCcFgELFYDKdOncLZs2cRjUYLjhMEAYcPH4bH40F3d7cmsRIVo6UBeKih8mUiH24AYAAyGeBehWeTPdSwdN5EREREtD7dJNiCwSA6OjowNjaG9vZ22WPMZjOi0ei6dfvtdjvefvtt2O12fPzxx2WKmGhz3rtdmX7ej8snuLTuX08WFhbyyiAJgoCmJt38WSWd4/gjLXH8kdY4BqubxWKBz+eDz+dDKpVCPB7PvV6iKMJkMmkdIlFRDAbgiVbg47uV6/Oph4HXnvz88fcuV7b/nVuWzluv+P5AWuL4Iy1x/JHW6nUM6uYMw+EwfD6fYnINyy9aKBTCwYMH123Pbreju7sbp0+fxquvvqpytESbc+0+EL1Xmb6m7gLX7wOPtVZP/3qzuLiIW7du5R63tbXVxRsHVQeOP9ISxx9pjWNQP0wmExNqpGu7t1Q2wfXkqusjrfvXG74/kJY4/khLHH+ktXodg7qZ+B+NRmG329c8pre3F+FwuOg2jx8/jmAwqEJ0ROq4UObSjKv9+Szwf8WB/zMO/E0c+N8rvDZauUtREhERERERlaJb+R7fsrCu6k/r/omIiIhImW4SbIIgrFv6sa+vD5FIBJcvXy6qze7uboyPj6sUIVHpLldo9ljWzz8D3pkB3p1ZSq5V8s5IAPjl/cr2R0REREREtBGPtwLilsr01fVQYYUPrfsnIiIiImW6SbCJoojp6ek1j7FarZAkCV6vt6g2U6lUXl1QIi1JEvBJnSWcrt5bOm8iIiIiql3pdBqTk5N455138N5772FyclLrkIg25GCntv1o3T8RERERydNNgq2np6eo8o+HDh1CMBjE+++/v+6x4XAYoiiqFCFRaeYywN2M1lFU1t3M0nkTERERUe05ffo0ent70dHRAZvNBpfLBYfDAZvNhsbGRrz44ou4ePGi1mESrWt/W/lLJ1rbgS9vrc7+iYiIiEiebhJsbrcbPp8v93h6ehr9/f3o7+/PuwPyyJEjkCQJdrt93Yu1gYEBJtioaizU6Uyuej1vIiIiomrS09ODxsbGon46OzvXnIU2OTmJ3t5eeDweRCIRSJIk+xMKhWC1WvHiiy8inebivFTdXtoBmJrK07apaan9au6fiIiIiArpJsFmtVrR3d2N119/HQDgdDoxOjqKYDAIu92eO66vrw/d3d2QJAlWqxWvv/56wcXa5OQk9u3bh1QqBYfDUfFzIZLTZNA6Am3U63kTERERVZORkREcPHhQMRlmsVgwMDCAkZERjI+P48CBA7LtDA8Pw2az5RJrK1mtVjidTrjdbtjtdphMJkiShHPnzkEUxaLX0ibSwsNNgHsX8JDK36I81LDU7sPrJM+07p+IiIiICunqI1T2Yi2RSCASicBgWPpmPpFI5B0XDAaxd+9eAIDP54PP54MgCBBFEdFoFMlkEpIkwWAwwO12a3IuRKu1NCxd3FSyTKQBwPZmoLEBgATcmAcqOaHsoYal8yYiIiIibYmiiFAohEgkArfbjUgkAixXEvF6vbBYLOu2cfbsWXg8HgCAwWCAwWCAJElrthEOh+HxeBCLxWCz2RCNRtHeXuZaeESb9Hgr8Pu7gcAVILVQenum5aTZ46366J+IiIiI8unqq22TyYRLly7h1q1bAJC7I3LlDDYsXxyOjIzk9kuSlEvKJRKJXHJtcHCQF29UNQwG4IkKX9jsexg4vhcYFIHBLmDvQ5Xtf+eWpfMmIiIiouqwd+9eJJNJiKKIqakpnDp1qqjkWiqVwsDAALCcXMteiwWDwTXbsNvtmJqawsDAAOLxOG+ApKr3eCtw1FL6mmjW9qV2Nprc0rp/IiIiIvqcrhJsWcFgEFNTUwgGgwiFQvjhD39YcIzT6cS5c+fyEmgrS5Q4nU6cOHGiYjETFWP3lsr29+Sqiymt+yciIiIibVmtVnR0dODSpUtFJdayAoEAkslkLrlmMBgwMjKCQ4cOFfV8v9+P7u5uBIPBNdd3I6oGDzcBv/cE8OrCx+j64L9s6LldDwEDu5aev9myjLn+dy61V+n+iYiIiGiJbj9OWSyWdS/47HY7EokEAoEAwuEwotEozGYzXC5X7u5KomrS3Q6Eb1euv9V3PWrdPxERERFp59ixYwCAsbGxDT/3zJkzud8NBgPsdnvRybWssbExmM1mjIyMKK7xRlRN9s9+jP3H+/H/81/ArSf2yh7zUMNS5Y4nW5eufx5T8SbD/W1LP9fvA5E08Mv7wNV7+csOlLN/IiIionqn2wTbRrjdbpYaIV14vBUQtwDRe+Xvq+uhwosrrfvXG4PBAKPRmPeYqFI4/khLHH+kNY5B9aVSKZw8eRLBYHDDZfRjsVhujezs7DWXy7XhGARBgN1uRygUwhtvvLHh5xNV3OwNAMC9rR2yuw8/CvwDofxl8R9rBX57+dpKkoC5DLAgAU2GpTWv6+lPJN8fSEscf6Qljj/SWr2OwbpIsBHpycFOIHq1Mv1UY/96YjQaIYqi1mFQneL4Iy1x/JHWOAbVFwgEIAgCXnrppQ0/NxwOF2w7fPjwpuKwWq0YHh7e1HOJKu7WLBaajPjMJH9xs81Y+eSWwQC0Nla2z2rC9wfSEscfaYnjj7RWr2NQl2uwEdWy/W3lL51obQe+vLU6+yciIiKiyguFQrDb7Zt+7kqiKG54FlxWZ2cnksnkpp5LVHE3Z5A2P6q4u523NBMRERHVtLpOsHV2duL111/XOgyiAi/tAExluhgzNS21X839ExEREVFljY+Pb/qO03A4nFcecrOJOgC4ffs2BEHY9POJKmr2BhNsRERERHWsrhNsiUQCiURC6zCICjzcBLh3LS1IraaHGpbafXidCz2t+yciIiKiykomk+jq6trw8y5cuFAw48zhcGw6jmg0WpelZUinbs0gpZBgMxqA1rr+xoWIiIio9tXtx70LFy4AAOLxuNahEMl6vBX4/d3qzSQzNS2193irPvonIiIiosrZ7KwxufXXSpnBFolEmGAj/bg5qziDrb2p8uuvEREREVFl6WYeyfT0tGptRaNReL3e3O9E1erxVuCoBXjn7HuIPHNw0+1Y25fKMm505liu/xkgkt5095vuv9rNz8/j6tWrucc7d+6E0WjUNCaqHxx/pCWOP9Iax6D6zGYzJiYm8Oqrr27oeWquvxaLxRCNRjE0NLSp5xNVlCQtl4h8THY3y0Nqg+8PpCWOP9ISxx9prV7HoG4+8omiCEMZbv/iAtpU7R5uAn7vv/w7WN/5Ht4/9C8x9Su/UfRzux4CDnYCX95aYv9PLCXJ3o8DU3eLf64a/VczSZIwPz+f95ioUjj+SEscf6Q1jkH1HTp0CKdPn8bbb79d9HNisVjB+mtOp3PTMfj9fhgMBrz00kubboOoYu6kgPk5pBQSbKbmikdEfH8gjXH8kZY4/khr9ToGdZVgU3O2mcFggMFgYIlI0odHHsX+v/ge9o//ENd3fwmR/9aFXz5lw9Uv9uLulrbcYQ81ADu3AE+2LiXEHlOxHOP+tqWf6/eXZrP98j5w9R5wN6P8HPcuwFi3hWiJiIiI9OPll1/GyZMn8fLLL+PP/uzPinpOtirISh6PZ1P9p1IpBAIBDA4Obur5RBU3ewMAkDbvkN3dpptvW4iIiIhos3TzkU8QhNwMtlKyn9m7K7NtcAYb6cIjn9f1f+zyR/jt//BHAADpC/sx95//byxIQJMBaGkof53/x1qB315O3EkScPU+8B2FCq7X7gN7HipvPERERERUuu7ubvT19SEYDMLhcOCVV15Z8/iTJ09idHQ0b/aa3W7Hnj17NtW/y+WCwWDAiRMnNnkGRBV2cxYAFEtEqrWWNRERERFVL93MLTGbzZAkCVarFRMTE0gkEkX9TE1NIRQKwe/349ChQzCZTBgaGkImk0Emk8Hi4qLWp0a0vh3yF22G2etobQS2NgGtjZVfRNtgAJ5oXUrsyblyv7LxEBEREdHmBQIBmEwmuN1uvPjii7hz507BMdPT03jhhRdw7NixvO2CIMDv92+q3yNHjmBsbAzhcHjTsRNV3M0ZAFAsEck12IiIiIhqn24+8mXXYBseHsaBAweKfp7JZILFYkFfXx8GBgYQi8Xg8/nwwgsv4Ic//GFZYyZSzfZH5bcn4sDcHNDSUumIchoMwM5W+bXZmGAjIiIi0g+LxYKRkRE8//zzCIVCEAQBoijCarUCACKRSK5sf3bWmiRJEAQB4XB4w7PX0uk0+vr6EIlE4HQ60d3dXZbzIiqLmzew0GTE3Xaz7G7OYCMiIiKqfbqZwSYIAgBsKLkmx2Kx4NSpUzh06BBeeOEFlaIjKrMdCgk2ALg1U8lIZO1UWOvtKhNsRERERLpit9tx6dIl7NmzB5IkYWpqCqOjoxgdHUU0Gs0r17+ywshGkmPvvfce+vv70dHRgUgkAgAYHR3FU089hXfffbcs50WkupszSJuVr9M4g42IiIio9ukmwSaKIiwWi2rtud1umEwmnD59WrU2icrmkTUSbDPXKxmJrF0KCbYbc8B8ptLREBEREVEpRFHE1NQUTp06BavVmlvDOptcyybWgsEgxsfH171Oi8Vi6OnpQWdnJxobG+FwOBAMBvPalSQJly5dgtPp5I2QpA83ZxTLQ4IJNiIiIqK6oJuPfG63G263W9U2jx07Bo/Hg1dffVXVdolU12YCWrcA9+8V7rt5Q4uI8igl2CQA1+4Dex6qdEREREREVKrsNVgqlUI0GkU8HofZbIYoijCZTEW3Y7FY4PP5ij7ebJYvuUdUVW7OIG3eIbvLaABadXM7MxERERFtlm4SbOVgtVpzawgQVTWDYWkW2y9jhftmtE+wbTMCLQ3AnMxstStMsBERERHpmslkKnl9tL6+PtXiIaoKN2eQeuop2V3tTUuXcERERERU2+r+nqpEIqF1CETFUSoTOat9gq3BwHXYiIiIiIiojty8gTsKa7CxPCQRERFRfajrBFssFoMoilqHQVQcxQSb9muwAcoJtitMsBERERERUS2ZnwcSccU12EzNFY+IiIiIiDRQ1/dVjY6OoqurS+swiIrziMIC2rMzlY5EltI6bDfmgPkMYKzBdH5jYyO2bduW95ioUjj+SEscf6Q1jkEi0tStWQBASmEGW1tdf9OiLb4/kJY4/khLHH+ktXodg3X7se/s2bM4duwY3G631qEQFafKZ7ApJdgkANdqdB22pqamvDcOokri+CMtcfyR1jgGiUhTt5ZuclQqEWmq229atMf3B9ISxx9pieOPtFavY1A3H/tee+21ktuIx+NIJpMYHx9HMpkEAHg8HhWiI6oApQTbTe3XYAOAbUagpQGYyxTuu1KjCTYiIiIiIqpDN5cSbIolInXzTQsRERERlUI3H/vOnDmDVCqlSluSJAHLybUDBw6o0iZR2SmViIzfBubmgJaWSkeUp8GwtA7b1N3CfVe5DhsREREREdWK2Rt40NyCu+1m2d3tuvmmhYiIiIhKoZtVkcxmcy4xJklSST8A4PV68fbbb2t8VkQboDSDDZ+XKNHaToUykVeYYCMiIiIiolpxaxZ3OnYo7maCjYiIiKg+6OZjnyiKiEajkCQJVqsVoijm9pnN8neNrSYIAnp7e2G322EymcoYLVEZ7FgjwTZ7A3jiyUpGI0tpHbYbc8B8BjDqJqVfnEwmgwcPHuQeNzc3o6Ghxk6SqhbHH2mJ44+0xjFIRJq6OaNYHhIsEakpvj+Qljj+SEscf6S1eh2DuvnYJwgCDAYDfD4fvvGNb2gdDlHltZmAllZgTmY62Ox1LSIqoJRgkwBcq8F12B48eIBYLJZ7bLFY0KJxqU6qHxx/pCWOP9IaxyARaWr2BtJm+RlsRsPS2tSkDb4/kJY4/khLHH+ktXodg7r52JedpeZ2u7UOhUgbBgOwQ+EuydnqKBG5zah8MckykUREREREVBNuKc9ga29aunQjIiIiotqnmwRbtqRje3u71qEQaUdpHbaZ6pjB1mBQXoftKhNsRERERERUC2ZnkO6UT7CZmiseDRERERFpRDclIo8cOYK9e/dqHQaRtpQSbDdvVDoSRTtbgam7hds5g42IiIiIiHRPkoCbM0h3yF+btevmWxYiIiIiKpVuZrBZLBYMDAxoHQaRth5RKBE5Uz0JNqV12G7MAfOZSkdDRERERESkojspYH4OKTMTbERERET1TjcJNq2MjY2hv79f6zCIljwiv5A2ZqujRCTWSLBJAK5xFhsRERER6UAgEIDNZkNHR0fux+VyIRwO6zaGaDQKr9cLh8OBjo4OGAwG2Gw2uFwujI6Oqh5/zZpdurlRqUQkE2xERERE9YMJtnVEIhFebFD1UJrBVkUlIrcZgRaFvywsE0lERERE1SwSiaCjowM+nw8ejweJRAKJRAITExMQRREOhwMulwvJZFJXMXg8HthsNgCAz+dDLBZDIpHA8ePHEQ6H4XK50NXVVdEEom7dnAUAxRKRJibYiIiIiOoGP/qt4/bt2xAEQeswiJYorcEWvw3MzwNGY6UjKtBgUF6H7SoTbERERERUpcLhMBwOB0RRxMTERN51oCiK8Pl86OrqgsfjQSQSKTimWmNwOBwAgFgsVnCs0+mE3W6HxWJBNBqFw+FAKBSC3W5X9bxqys0beNDcgrvtZtndnMFGREREVD84g20dnL1GVUVpBhsA3JqpZCRr2qlQJpIz2IiIiIioGiWTSbhcLgBAMBhUTFq53W643W5Eo1H09fVVfQxDQ0OIRqNrticIAnw+X+6xw+FANBot6Vxq2s0ZpBXWXwMTbERERER1RTcf/fbu3QuDwVCx/uLxOJLJJCRJQkdHR8X6JVrTDuULOcxcBx7fVcloFCmtw3ZjDpjPAEam9omIiIioigwMDCCZTMJqtcJqta55rNfrRSAQyC0n4HQ6qzaGEydOIJlM5kpODg4Oyh63esaaz+eD3+8v4Wxq2M0ZxfKQYIlIIiIiorqim49+b775Jvx+P8bGxgr2FZt4kySp6OesPJaoarSZgJZWYE5mKths9azDppRgkwBcuw/seajSERERERERyUsmk7nKJcWURhRFEaIoIhqN4sSJE6ok2MoRQzKZzFunzev1KibYRFHMezw+Pr6Js6gTN2eQ6pRPsBkNyutRExEREVHt0c1HP6fTiVAohEQigaNHj0IQhFySTJKkon6wIrFWzLFEVcdgAHYolImsogTbNqPyhSXLRBIRERFRNQkEArnfe3t7i3pONiEViURUKadYjhhKWR/ObJZfX4zWnsHW3rR0yUZERERE9UE3M9iyTCYTnn/+eZw9exZmsxl2ux02m63gjrvVotEozp07h7Nnz8LhcMDtdq95fDwex9TUFIaGhlQ+A6ISbd8B/DJWuP3qZUCSKntFJ0nAp3eAB/NAsxHY2gYYDGgwLK3DNnVXJswaSrA1NzfDYrHkPSaqFI4/0hLHH2mNY5DUdObMmdzvxSalVl5/hsPhda8vtYrB7/fD6/UCAIaHhxXbWp2gW69EZV2bvYH03t+U3WXinyLN8f2BtMTxR1ri+COt1esY1F2C7fjx4wgEAvD5fHj11VeLfl5fXx8GBgYQiURySbk33nhj3eclEolcqQ6iqrBFob7i6X8NBP8DsP9Z4Fkb8DuHgS98Wf3+f/Eh8J+DwMUJ4MOLQCrx+T5TR67/nb/9LzCFzoKn19IMtoaGBrS0tGgdBtUpjj/SEscfaY1jUF2nT59GMBhEPB6H2WyGzWbDsWPH0N7eLnv84cOH0dnZia6uLlitVvT09CgeqweRSCT3e7Ezt1YmwSYmJqo2BrfbXVTyLxwO5z32eDxFxVCXbs0gZZavKtKuu29Yag/fH0hLHH+kJY4/0lq9jkFdffw7duwYhoeHEY1GYTKZNtWG1WpFNBpFT08Purq68Morr6x5/N69e/Pq1hNp5v2/Avx/DJz/kfIxqQTwo79e+nn720DvrwOe/wl47oWK97/royvAN75fcMjMHDCfAYy6KVBLREREVJsmJyfhcrkKZi+Fw2H4fD4MDQ3hD//wDwued/z4cYTDYZw7dy43O8pgMGBhYaFisatl9bmvVxklq7Pz8xvJSl2vrBpi8Pv9ud99Pl/RMdSd+XkgEUe6Y4fsbibYiIiIiOqLbr7ijsViCAQCmJiY2HRyLUsQBJw7dw6Dg4NIp9NrHss12UhzidvAv/znwKuutZNbcs7/CHjVCfzBK0vtVLD/nZcmZbdnAFyroVlsRERERHp04cIF2Gw2RKNRxXWpBwcH8fLLLxc8t7u7G0ePHsW5c+dgsVh0fc202ZspV84eK/WGTK1jGBoays2g8/l8GBwc3HRbNe/WLAAg3Sk/g83EBBsRERFRXdFNgm1oaAjHjx/Hnj17VGlPFEUMDAzgxIkTax7n8XgwNTWlSp9EG/bznwK//WtLJRlL8ecjS+384sOK9b/9k4/RcveO7L5aKhNJREREpEculyuXGLPb7RgcHEQwGITP54PT6YQgCJAkCcFgUDbJllXsemG1LB6Pax3ChmNIJpMIh8NwuVzwer2wWq0IhUJMrq3n1gwAIG1+VHY3Z7ARERER1RfdfPwbHx9XvQ68x+PB4cOH10yymUymkmfMEW3Kz38K/O4/yl/jrBQz14F/8g+BP/1L4Av7y95/gyRh59RFTP3KbxTsu1ojCbaFhYW8u4UFQUBTk27+rJLOcfyRljj+SGscg6XJlt232WwIBALo7u4uOCaVSuGNN97AyZMnEQwGYTab8b3vfa/guGLXC6tWqxNTm0kYljqDrZIxdHV1FZSkdLvd8Pl8ZU2WfvTRR5ifn1/3OIPBgObmZgDA9u3b8cgjjwAA5ufnNzRLsrGxseBvQiaTwYMHDzYUd3NzMxoaVtyXfHMGD5pbcLdNftxvkeYxN5cfp8FggNFoLDi2as5p+W/q4uJi0W1U8zll3x8WFxexuLgIk8lU1PtDNZ9TVi29Tlm1dk4LCwu4fft27pyKGX/Vfk6owdcJNXpO9+/fz/tMsd7408M51eLrVMvntLCwgFQqlduuNAbXOqeZmRncunWrqFgaGhrQ1NSES5cubegc1Kabq9BIJKL6B36LxVJwcUFUFRK3gX/+knrJtaxUAvhnXwN+8HdAR6fycSr1v3NqUjbBduWzBT39+VG0uLiY90e/ra2NX+5RxXD8kZY4/khrHIOlCYVC6OjowNjYGNrb22WPMZlM8Pl88Hg8cDgc8Pv9cDgc+NrXvlbxeMupGtbbrmQMK6uzZGexDQwMIBAIwOl0Ynh4uCyJNpfLteHnfPOb38S3vvUtAMDVq1eLStBlbdu2Ddu2bcvb9uDBA8RisQ3FYLFY0NLS8vmG2RuKs9cAIH39KmKG/DiNRqPsmnZVc07LY6HYL7NQ5eeUfX+4e/cu7t69W/QNGNV8Tlm19Dpl1do5LS4u4pNPPsHdu3eBIm8AqvZzQg2+TqjRc4rH43nfc683/vRwTrX4OtXyORV7E+Ra5/Sd73wH3/3udzcUk9Z0UyLSZDKpngxLpVJVcUFFVOBfHV2acVYOM9eBP1qn9ItK/e+6dEE+hHkD5jMlN09EREREmxCNRnH8+HHF5NpKoigiEongwIEDcDqduHjxYkVipPITBAFOpxMTExMQBAGjo6OwWCy59dhIxq1ZpDuUE2wPYaGi4RARERGRtnSTYBNFEYFAQNU2R0ZGZLOlRJp6/69KX3NtPX8+stRPmfvfeWlSdnumoRHXfvR/q9IHEREREW1MJBKB3W4v+niTyYSJiQkcPHgQBw8exOXLl8saXyVVwxpyWscgiiKGh4eB5TuQbTYbk2xKZm8g1SmfYGtCBs3gXYRERERE9UQ3dVQOHz6M48ePw+Px4Lnnniu5vVQqBZ/PB4fDoUp8RKrx/3Fl+gn8r8BzL5a1/+2ffIyWu3cw91Bbwb4rP57Ant/4B6r1RURERETFEQRhU0mdUCgEh8MBu92OSCSCtrbCz3h6s3oNuWQyueH/N6UmyKohBqfTCUEQchVeXC5XXjnJUgWDQXR1da173Oo12LJ27ty54XVGVmtubobFYim6jexz8tycQdq8U/ZYUxMgPlnYvsFgkD2+as5pefxs5N+zHs6ptbUVRqMRTz75ZEEpKzl6OKdafJ1q8ZyyYw9AUeNPD+dUi69TLZ6TyWTK+zyw3vjTwznV4utUy+c0NzeXt11pDK51Tl6vF6+88kpRsaxcg+2rX/1q0eegNt0k2FwuF44dOwaXy4WxsTE8++yzJbXX19eHWCy2qVrwRGXziw+B8z+qTF8//lvgFz8DvvDlsvXfIEnYOXVRdh22q02mwv6JiIiIqOx6enoQDofx6quvbvi5oVAILpcLfX19+PGPf1yW+CpJjdljqxNkeowByze1ZqvGRKNRBAIBuN3uktsFgC996UvYv3//pp+f/bK6FA0NDUUlWtZ0awbpZ3pkdwnGjbVfNecEoKmpSZV1LKvpnBoaGnJtldJeNZ1TLb5OtXhO2bEHoKTxV03nVIuvUz2c02bHXzWf02bxnOSV45xKGYNGoxG7du3Crl27So6pknRTItJisWBgYADxeBxWqxXf/va3N9XOe++9h3379uHChQuwWq04ePCg6rESbVq5S0Ou9idvLpWEzP78iU/1LnZOyZeJvLL3QOXPl4iIiIjgdrvh9/sLtk9PTxf1/GAwiN27d+OFF15QvANVL1YnpuLxeFHPW72Au95jAFAwwywUCpXcZs2ZnUHK/Jjsrnbd3L5MRERERGrRTYINAIaGhmAymQAAg4OD2LdvH77//e8jnU6v+9zTp09j3759cDgcuVIX2TrzRFXj4kRl+/uLd4FXXZ///MW7qnex69IF2e0zT34R8z/7QPX+iIiIiGhtTqcTHR0d+PrXvw4AiMViaGxsRFdXV27beoLBINrb23WfhFmdmFqZtFrLyvKJpa7rXa4YIpEIHA4HHA4HwuHwhuPgOmyrSNJyiUj5NdiYYCMiIiKqP7pKsJlMJoyNjeXqi05NTcHtdqOjowP79u1Df38/XnvtNRw/fhyvvfYa+vv7sW/fPjQ2NsLj8WBqagqSJMFgMGBkZAQHDhzQ+pQAAIFAADabDR0dHbkfl8tV1EWQGpLJJIaGhnIxGAwGVWMIh8NwuVzo6uqCwWBAV1dXRc9PNyQJ+PCi1lGobucl+RlsmcYmXPv0wdJ5ExEREVFFBYNB/PjHP0Zvby+OHTsGSZIgSRLOnDmzoTYGBgbKGmclWK3W3O/Fzh5beVxvb29VxtDX14dwOIxwOAyHw4FoNLpme5udSVc30klgfk4xwWZigo2IiIio7ugqwYblC4/x8XG0t7fntkmShKmpKYyOjiIQCGBoaAiBQACjo6O5pNpKIyMjOHTokAbR54tEIujo6IDP54PH40EikUAikcDExAREUYTD4YDL5Sr6DsbNGB0dhcVigdfrRX9/PyYmJpBIJDA2NoZkMpm743EzIpEIurq64HA4YDabEQwGkUgkEAwGc+fm9XpVPyfd+vQOkEpoHYXqtn/yMVru3pHdd+WxvcBnn1Y8JiIiIqJ6ZzKZMD4+joMHD+bNQjt8+PCG2vH7/bpPstnt9tzv6yWh5I5zOp1VF0MkEim4jlxvRtrqhFqpM/Nqzs0ZAOAMNiIiIiLK0V2CDctJtunpaRw6dCiXPFOq/Z/dLkkS7HY7pqamqiK5Fg6HYbPZYDabMTExkbd4tCiK8Pl88Pv9GB0dhc1mK0uSzev15hJ4ExMTGBwchCiKEAQBVqsVoVAIbrc7F+tGZGflxeNxTExMwO/3w2q15tp2u92IxWIIBAKcyZb1YF7rCMqiQZKwc0p+Zt7Vrm5gfq7iMRERERHREp/Ph3g8jkQigampKbz99tsbbsPv92N8fLws8VXC8ePHc79PTBRXsj2brBJFUZVElNoxyK3JtnKWnJzV/fb39xcVR924OYt5YyvutplldzPBRkRERFR/dJlgw/Idl8FgEFNTUzh69CgsFkuurMnKH5PJBLfbjYmJCZw7dw4Wi0Xr0JFMJuFyuYDlsipKC1K73W643W5Eo1H09fWpGkN2ph+WL4iVLrb8fj8EQUAkEoHH4ym67eyxExMTsm2vTBzKLbBel5qNWkdQNjun5MtEXtl7ADC2VDweIiIiIspnMplKulbq7u5WNZ5KEgQhN4NsZGRk3eNX3iBYTEWO0dHRdWePqR3DyqSb3W5HKBRaNxG4+sbHlTeBEoCbN3CnY4fibpaIJCIiIqo/uk2wZVksFvh8Ply6dCl31+XExASmpqaQSCQQj8dx6tSpqrrgGxgYQDKZhNVqXfcuwuzFUiQSwejoqCr9J5PJXAJMEIR1L5yyd1MGAoF1LwxXJuL8fr/iRdyJEydyJU24ePayrW2AqaPy/bZuAbY8tPTfMtl16YLs9pknv4j5LVvL1m+5GQwGGI3G3I/STFqicuD4Iy1x/JHWOAZJbdkbC5PJ5LrXXdkbBLOVOZQkk8nc+tM2my13g2OlYvD5fMDyNeXKEpRywuFwXsnJbCy0ws0ZpMyPKe7mDLbqwPcH0hLHH2mJ44+0Vq9jUPcJtpWyd112d3fDYrHAZDJpHVKBlRdL613kYNWdhydOnFAlhpV3OBYTw8pj1pttlp2ZJ4pi0Xc8srb/MoMB2P9sZfv8ynPAh7PAT2eW/vvrv1WWbnZekp/BlmlswrV5/f6xNRqNuX+joijCaKzdWYhUfTj+SEscf6Q1jsHKmp6exuTkJNLptKrtxmIx9PT04Nvf/raq7W6GKIoYHh4Glq9plNZBy671LQgCgsHgmm2uTlqtdz2ndgxOpxODg4NwOBxrJvei0WhetZLBwUHOXpMzewNps/wMNqMBaG2seEQkg+8PpCWOP9ISxx9prV7HYE0l2PQgEAjkfu/t7S3qOdkEVCQSKXrB67WsLDlSTHJr5TEr418tEAjk4luvnGQwGMyVwGSJyBWe3dhadyV7ZlV/Zep/+ycfo+XuHdl9V+6VpUsiIiIiKtFbb72Fzs5OdHV1wWazoaOjA7/6q7+K999/X5X2LRYL3nzzTfzpn/4pOjs78e6776rS7mY5nU6EQiEIggCbzZZ37ZOtAuLxeGC32xGLxda9llo9A6yYay+1Y/D5fAgGg/D7/ejo6IDX60U4HEYkEkEkEsHQ0BC6uroQjUZhtVoxMTGRm/lGq9yaRVphBpupueLREBEREVEVYIKtws6cOZP7vdiSGysvmlbXxd+oaDSKZDK5oeesjlMphpUXYk6nc802RVGE3+9fs4xkXfodl7b9lan/BknCzqmLsvuu3i9Ll0RERERUghdeeAFerxeJRCJvjevx8XHY7Xa8/vrrqvRjt9sxPj6OUCiEV155Bd///vdVabeUeGKxGHw+Xy4p1dHRAYvFgng8jlAolEuAFdPW4OAgsHz9s96Mt3LEgOVrs6mpKQwPDyOZTMLr9aKvrw82mw0nTpyA0+lEMBhUXD+blq1RIpLlIYmIiIjqU819DEyn04hGo4hGoxAEAWazGQcOHNA6rJyV642ZzeainrPywmliYqKk/lcn1zo7OzfcRiQSKSgtubL8iSAITJpt1hf2A72/Dpz/Ufn7+tWvAF/4csX63zk1ialf+Y2C7VeYYCMiIiKqKv39/QiFQjAYDLJrJ0iSBJ/Ph2Qyie9973uq9Gm1WhGNRtHT0wNRFPHcc8+p0u5mZNepVqNMos/n29SMMDVjyHI6neveCElrmL2B9K8+KruLCTYiIiKi+lQzM9hOnz6N3t5edHR0wGazweVyweFwwGazobGxES+++CIuXpSfQVMpq8s7FpuEWpkEGx8fVz2uYqxM8p0/f75gfygUyv3e09NTsbhqkucPKtOPW6GfMvW/69IF2e0zc8B8pixdEhEREdEGnT17FsFgEAaDIW/m2sqf7D6/36/qjDNBEPDmm2/izTffVK1NItXcmkHaLJ9gMzHBRkRERFSXNEmw9fT0oLGxsaifzs5OTE5OKrY1OTmJ3t5eeDweRCIRxYvAUCgEq9WKF198UfXFuYu10dKMWSuTW5ttQ64tALh9+3ZRz1vZr9w6cCvLRq7sY2hoCDabDQaDIZf8XGuBbQLw3IvlLxX5jw8Dz71Q0f53XpL/d5wBcG1O9e4qYn5+PjdjNhqNYn5+XuuQqI5w/JGWOP5IaxyD5eP1eoHlWWp+vx9TU1PIZDJIJBIIhUIYGBiAyWTKHeN2uzE9Pa1a/06nU7ObCokUzc8DiThLROoA3x9ISxx/pCWOP9JavY5BTRJsIyMjOHjwoGIyzGKxYGBgACMjIxgfH1cs8Tg8PAybzZZLrK1ktVrhdDrhdrtht9thMpkgSRLOnTsHURRx+fLlCp2tuuLxeEnPF0Wx6Fr9SuSSfHKlL202G27fvo1gMAhJkhCLxeDxeOD1etHR0YHR0dGS4qhp3zwJ7JC/eCvZjseA/2WdJGcZ+t/+ycdouXtHdt/Ve6p2VTGSJGF+fj73s/rvEFE5cfyRljj+SGscg+Vx4cIFRKNRGAwGTExMYGBgABaLBQBgMpnQ19cHv9+PeDyOo0eP5p537Ngx1WKIxWKqtUWkmluzAIA75h2yu5lgqx58fyAtcfyRljj+SGv1OgY1+RgoiiJCoRAikQjcbncuOeN2u+H1enMXcWs5e/YsPB4PAOTWBsjeQanURjgchsfjQSwWg81mQzQaRXt7exnOUN7q5NhmEl2lzmADgMOHDyMQCACrEmNKVh+z+jxWxyQIAlwuF/r7+3OLemPFOgI9PT25Mp5+v1/VdQUA4KOPPioqQ24wGNDc3AwA2L59Ox555BFgOdu+kT8AjY2NaGrK/6eUyWTw4MGDDcXd3NyMhoblnHdHJ/Bv34X0T16EIVX6a54ltQt44D8D6aGtwJzytLHGNhOa/u27wD/5h0AqoUrfDZKEnZc/xNSX/kHBvunPFtH78ILs8wwGA4xGY8H2qnidVrSTyWQwt8b/05X0cE4LCwtYXFwsug2ek7JKjD0ARY0/PZxTLb5OtXpOCwuf/91eb/zp5Zxq8XWq1XOam5sragyudU4zMzO4detWUbE0NDSgqakJly5d2tA56E04HIbBYIDf70d3d/eax/p8PjgcDjz//PMIBoM4duxY3o2R09PT8Hq9iEQiBWs1Z3+6urogimLuBr1oNAqv18v1nKn63JrBvLEVd9vk11FniUgiIiKi+qTpx8C9e/cimUzmEm7FJNYAIJVKYWBgAFi+aM6uAxAMBnHo0CHF59ntdkxNTcHj8WB4eBhutxt/9md/ptr5rEeN5JgavF5vLsG2srSjEr/fv+b+1SUjI5EIBEHIS66tZLVa4Xa7EQgE4PF40NPTA6vVuqFzWIvLtfHyht/85jfxrW99CwBw9erVDU1h3bZtG7Zt25a37cGDBxu++9ZisaClpeXzDV/Yj+T3/hRb/1//FM23b26oLTkPOrfj6h/9a8w1bwHWiW3btm3Y9oX9wJ/+JfDPvgbMXC+5f+x4DDu/tBdTMrtinz5A7DP50kJGo1H2S5aqeZ0A3L9/H3fv3gWAgi8U5ejhnJLJZNFfOoLntKZKjT0UMf70cE61+DrV4jmlUqmCzzVrjT89nFMtvk61fE4LCwtFjcG1zuk73/kOvvvd724oplqXXVf58OHDRR1vt9tx7tw5PP/88xgZGckl2IaHh3HkyBFg+U7WrEQigYmJiXVv8lP7Bjyiks3ewJ0O+dlr4Aw2IiIiorqlSYnILKvVio6ODly6dKno5BoABAIBJJPJvOTayMjImsm1lbJ3ZAaDwTXXd6tVoijmJb/WS7KFw+E17yJdPaMtHA7j+PHja7a5Mgm2mYRYvVjc+0XE/uQ/IfVbCuulFenOwX+E2J/8J8zt2buxJ35hP/CDv1tas60U//gw8IO/w67Ht8nuTqAFC5KhtD6IiIiIqCTRaBRWq3VDVT7sdjsOHTqEYDAILJeZzFYaWZlcy1YdMRgMuX1yP1ieHUdUVW7OKK6/BibYiIiIiOqWZgm2bJ3+sbGxDT/3zJkzud8NBkPuom4jxsbGIEkSRkZGNtz/ZpW69pmafD4f7HY7AOQugOU4HA74fL682Fcn27IlXbIEQVh3Rlq2byxfyBczk65eZdoFXD/6/8WVb/4x7j69dqmeAr/6FeD0KG4eP4FM+ybHX0cn8Mffx4O3/9OG+8/Yfg04PQr88feBjk7sbJU/ToIBt9Eiv5OIiIiIKiIej2+qPOPw8DCi0SgmJydzN89JkpRbF3vlmtjZn5UJt2zSDcvXKZUs409UlFuzSJsfld1lNACtjRWPiIiIiIiqgCb3WaVSKZw8eRLBYHDDF0+xWAyRSCRv9tpmZkAJggC73Y5QKIQ33nhjw8/fjNWJqGQyueGkm5pJulAoBK/Xi6GhIXR1dcHv9+cSX5FIBF6vN3dR7PV6c8+TS6it1NPTU1T/oijmyksGg8G8pFspgsEgurq61j1u9RpsWTt37tzwOiOrNTc3b2hWZvY5qwmCgLa2tqUHFgvQ/3uY//gjNPzgHTR8EIHhw4swpD8vjySZBBie7gaesQG/4wK+8OWlc9rE2ikF2+y/jcxvPr9m/wX+P3+8NAtu2XYj0GKQMCczW03qfAIWU6Zg+8ovXFaqpteptbUVRqMRTz75ZEEpKzl6OKe8sVcEnpOySow9AEWNPz2cUy2+TrV4TiaTKe/9f73xp4dzqsXXqZbPafWaa0pjcK1z8nq9eOWVV4qKZeUabF/96leLPge9yZbv3yhBENDd3Y2BgQFEo1GIoohgMFiwjlsqlUI4HEYoFEI4HM4rNW+1WuHz+dDX16fKuRCpavaGYoLNVPinioiIiIjqhCYJtkAgAEEQ8NJLL234uXIznYpdI2A1q9WK4eHhTT13M9RIjq1ObpXK5/PB4/HA7/fD4/Hkyj329PTA6/Xmkl4ry0CuN4NtMxflas5g+9KXvoT9+/cXcaS87JfVpWhoaCgq0bKepqamwvVEnj6w9AMAkgR89ikwPwcYW2B4eCsg80WSque0uv/4LeDX9gGLi4XP+clEXoKtwQA80WpA9F5h+9cXmrGR/2XV9Do1NDTk2iqlvWo6J9mxtwk8J3lqjz0AJY2/ajqnWnyd6uGcNjv+qvmcNovnJK8c51TKGDQajdi1axd27dpVcky1prOzc1PP6+/vh9frRUdHByKRiOyNlCaTCYcOHcqrPpJKpWAymUqKmajsbs4g9Xiv7C6WhyQiIiKqX5qUiAyFQpuerZRdeDtLFMVNlxDp7OwsWBy9nFYnolavXaZkZYzlKDMpiiJ8Ph+mpqaQSCSQSCQKXqOVMTgcjrznr46p2BhXHlfs/wtaxWAAtrYB5m1L/1W4S7us/XduB770jPz+ixMFm3ZtkT/0yn2VYyMiIiKiisleOxw/fnxD12dMrpEu3LyBdKf8DDYm2IiIiIjqlyYJtvHx8U3NcsLyTKeV5SFLKSt4+/btiq6LtrqvYpN7U1NTud83+/+tFCtLt2DV+mlZK9dcq2TSkqrEszb57RfHCzbtUliHbWYOmC+sEElEREREOpC91lGr7DtRVbk5i3SHQolIJtiIiIiI6pYmCbZkMlnUGlmrXbhwoSB5s3o21UZk1weopJWJqGJnba08rrdXvixFOUUikdzvVqtVNim5ct21zczM0yJxSCp6VmHdvV98CNy7m7dpp0KCLQPg2pz8PiIiIiKqbtk19vi5nmqOJC2ViDQ/JrubM9iIiIiI6pcmCbbNzhqTW6erlDskI5FIxS8AV8a7emaYkpXHOZ3OssS1lpVlOY8fPy57jMvlyv1e7HmttDJBRzp0QOH1W1wEPpzM27TdCLQo/OW5KrM2GxERERHpg8Fg2HT5fqKqlU4C83MsEUlEREREBTRJsJnNZkxMFK7NtB4111+LxWKIRqPo7+/f1PM3a2WCqtj/B9kZZKIoqpYQzC5A7nA41i3pODIykutfKcFnt9tzidNiEmzJZDLvuJUJOtIhyz6gTWH9jMn8MpENBuCJFvlD9bYOW2NjI7Zt25b7aWxs1DokqiMcf6Qljj/SGsdg+WzmZjmimnZzBvPGVtzb2iG7myUiqwvfH0hLHH+kJY4/0lq9jkFNEmyHDh3KJW2KFYvFCtZfK2U2l9/vh8FgwEsvvbTpNjZDEITcLLZi/h+snLXn9XrXPX50dDSvpKOcaDSKoaEhJJNJhMNhnDhxQvHYQCCQS8AFg8E1280mD5PJ5LoxjI9/nnSxWq1cq0HvGhqAZ6zy+y4WJpJ3bZE/VG8Jtqamprw3jqYmXl1T5XD8kZY4/khrHIPl4/f78fWvfx3vvfee1qEQVYfZGcX118AZbFWH7w+kJY4/0hLHH2mtXsegJgm2l19+GYlEAi+//HLRz5FLLnk8nk31n0qlEAgEMDg4uKnnl8rv90MQBCSTSYyOjq57LJaTUG63W/G47Lp2LpcLNpsNQ0NDiseazea8x52dnYptZv+/Dw4O5q0fJ2dwcDA3w26tpB1WnBcADA8Pr3ks6cQzNvntF8cLNu1SWIdtZg6Yz6gcFxERERFtiN/vh8PhQGNjI3p7e3H8+HFMTk4W8UyiGnRrBmkzE2xEREREVEiTBFt3dzf6+voQDAbx/e9/f93jT548idHR0bzZa3a7HXv27NlU/y6XCwaDYd0kULmIophLKrlcLsUyLIFAAKOjoxAEYd3ZY+FwOK+dtc5NEASIoghBEOB2u2UTjclkEjabDclkEoODg/D5fEWdWygUgiAIGB0dVUzyDQ0N5RKLwWBw3cQd6YTSOmyf/BK4NZu3aadCgi0D4NpcGWIjIiIiog2RJAmSJGFiYgJDQ0Ow2WxobGzECy+8gLfeeosJN6ofN5UTbC0NQGt9VD8iIiIiIhmaJNiwnDwymUxwu9148cUXcefOnYJjpqen8cILL+DYsWN52wVByJsBtRFHjhzB2NhYXulFLTidzlwyymazIRAI5PYlk0l4PB54PB7Y7XbEYrF1117Lrn+Wtd7xK9ezy5aVjEajGB0dza3PFo/HEQwGi06uZfudmJiAKIrwer1wOBwYHR1FNBpFOByGy+WC1+vNHVdKmU+qMs8qJNhQOIttu3HpYlTO1Xsqx0VEREREGyJJUu53g8GQ2yZJEsLhMLxeL2w2Gzo7O9Hf34/vf//7mJ6eLrnfyclJnD59uuR2iFQ1ewOpzsdkd3H2GhEREVF90yzBZrFYMDIyAkmScommffv2ob+/H/39/di3bx+6uroQDodzs9YkSYIgCAiHwxuevZZOp9Hb24vh4WE4nU50d3eX7dyKlU2e+Xw++P1+dHR0oKOjAxaLBfF4HKFQKPf/ppi2sjPRRFFcd8abKIpIJBLo6urCiRMn0NfXh66uLgwMDCASicDv9yORSGwqASaKIqampnJJ0IGBgVz5ymQyiWAwiKmpKc5cqzXbdwCP75LfN5mfYGswAE+0yB+qp3XYMpkM5ubmcj+ZDOtbUuVw/JGWOP5IaxyD5SOKIkKhEHw+H+x2ey6xtpokSUgkEhgdHYXb7UZXVxcAoL+/H6dPn95Uwu3P/uzPNr0MAFHZ3JpVXIONCbbqw/cH0hLHH2mJ44+0Vq9j0CDJXS1VUDQahcPhQCwWWwpo+Q5JLF+0ZRNrWF6HLBgMwmKxFN3+e++9B7/fX7DWWVdXF3w+H772ta+pdi6kjQ8//BBPP/107vFPf/pT7N+/X9OY6ta/+KfAX7xbuP03DgL/7v/I2/TuDPB/xgsPfawFGFx7AmbVmJuby/3twvKNAy0tCplDIpVx/JGWOP5Ia1qNwVr/3NnQ0ACv11tQbv7ChQsIh8MIhUIFlUBWznBbeS2H5SobPT09cDgcsNvtOHDgwJr9Hzt2DMPDw7h9+7Zq50TaqKl/K//0H+N/+29exvjB3y3YZW0Hfu8JTaIiBfyMQlri+CMtcfyR1ur1Gk2zGWxZ2dlOp06dgtVqzd0hmU2qSZKUS6yNj4+vm1yLxWLo6elBZ2cnGhsb4XA4EAwG89qVJAmXLl2C0+nECy+8UKEzJaoDz9jkt1+cAFbdtfCkwjpsM3PAfH3c4EBERERUdTo7Owu2dXd34+jRozh37hwymQwmJiZkZ7itvHczO8NtZUnJ9dZwSyaTZT47ok2YvYGUmSUiiYiIiKhQ1XwcdLvdcLvdSKVSiEajiMfjMJvNEEURJpOp6HYsFsuG1gwzm82bjJiIChxQWIftTgqYvgSIT+U27VRIsGUAXJsD9mwpU4xEREREVJLu7u5c0g3rzHDLyibfwuFw3jFWqxUOhwM9PT0YGRmRTfARaerWDEtEEhEREZGsqvs4aDKZSl4fra+vT7V4iGgD9h8AGhuBxcXCfZPjeQm27UagpQGYk5mtdvUeE2xEREREleb3++FwODb8vGITbquXAwCAiYkJRCKR3DYm2KiqzM8DiTjSnfIJNlPVfaNCRERERJWkeYlIIqohDz0MPPVl+X0Xx/MeNhiAJxTK8F65X4bYiIiIiGhNAwMD2LNnT8ntyJWUHBwcRHd3d15JSYPBkLeGG1HVuTWLeWMr7m3tkN3NGWxERERE9Y0fB4lIXc/2AB99ULj94kTBpp1bgOi9wkOvMsFGREREVDOyM9yyxsbGcrPbsrPXiKrSGuUhwQQbERERUd3jDDYiUtezNvntP/8AmMvPnD2psA7bjTlgXqZ0JBERERHpX19fH958802Mj48jk8ng3LlzLPNP1Wn2BtKdjynuZoKNiIiIqL4xwUZE6nq2V377gwfAz36St2mnQoItA+DaXBliIyIiIqKqY7fbEQqFIIqi1qEQ5bs5g3THDtldLQ1Aa2PFIyIiIiKiKsIEGxGpa+8XgIe3yu+bzF+Hbbtx6cJUzlWZ0pFEREREVLvsdjvi8bjWYRB97uYMUgoz2Dh7jYiIiIiYYCMidTU2Ak93y++7mJ9gazAAT7TIH3qF67ARERER1RVBELQOgSjfzRmkzUywEREREZE8JtiISH0HeuS3X5wo2LRzi/yhV5lgIyIiIqo7yWRS6xCIPndzBmmzfIlIExNsRERERHWPHwmJSH3P2uS3/zIKxG8B5m25TbsU1mG7MQfMZwAjbwMgIiIiqgv9/f1ah0CU7+YNpDiDjYiIiIgU8CMhEanv2V7lfT+JAL/1fO6hUoItA+DaHLBHYYZbNWhubobFYsl7TFQpHH+kJY4/0hrHYG3q7u5Gd7dCqXEiLdycZYlIneH7A2mJ44+0xPFHWqvXMciPhESkvkcfB3Y8BsxcL9x3cTwvwbbdCLQ0AHOZwkOv3qvuBFtDQwNaWhQWkSMqM44/0hLHH2mNY5CIyk6SgJs3WCJSZ/j+QFri+CMtcfyR1up1DLL4GhGVx7MK67BNjuc9bDAATyj87b3CddiIiIiIiEgL6STm0YB7Wztkd3MGGxERERExwUZE5XFAIcH2k/Glu0FX2KkwS+0qE2xERERERKSFmzNIdzyquJsJNiIiIiJigo2IyuMZhQRbMgFcjuZtUlqH7cYcMC9TOpKIiIiIiKisZmeQ7pRffw1MsBERERER12AjorL5lW7AYCiYrQYA+MkEsKcr91ApwZYBcG2uetdhW1hYQDKZzD0WBAFNTfyzSpXB8Uda4vgjrXEMElHZ3ZpByiw/g62lAWhtrHhEVAS+P5CWOP5ISxx/pLV6HYO1f4ZEpI2tbcDeLwIff1S4b3Ic+MeHcw+3G5cuUudkZqtdvVe9CbbFxUXcunUr97itra0u3jioOnD8kZY4/khrHINEVHY3Z5BWSLBx9lr14vsDaYnjj7TE8Udaq9cxyBKRRFQ+a63DtkKDAXiiRf7QK1yHjYiIiIiIKm32BtJm+RKRptr/roiIiIiIisAEGxGVz7MKCbYPfwLMz+dt2qkwS+0qE2xERERERFRpt2YVS0RyBhsRERERgQk2IiorpQTb/Bzw8w/yNimtw3ZjDpiXKR1JRERERERUNrM3WCKSiIiIiNZUtwm24eFhdHZ2ah0GUW176stAq8LUtIsTeQ+VEmwZANfnyhAbERERERGRkpszLBFJRERERGuq2wRbMplEMpnUOgyi2tbUBDx9QH7fZP46bNuNQIvCX6Qr98oQGxERERERkZJbM0ibd8ju4gw2IiIiIkI9J9impqYgCILWYRDVPqUykT/JT7A1GIAnWuQPvcJ12IiIiIiIqFLm5zF/9x7ube2Q3c0EGxEREREBgO4/FqbTacTj8Q09JxqNYmRkBAaDoWxxEdEypQRb9GMglQBMn1+07twCRGVmq11lgo2IiIiIiCrl1izSHfLrr4EJNiIiIiJapruPhdPT0/B6vQiHwyWVeJQkCR0d8nejEZGKDigk2ADgJxHg/9GXe6i0DtuNOWA+Axjrds4tERERERFVzM0bSJuZYCMiIiKitenqY+HY2Bief/55YDlBRkQ68PguYNsjwK3Zwn0XJ4pKsGUAXJ8Ddm8pY5xEREREREQAcHMGKYUEW0uDhNZGVsMhIiIiIh2twZZKpeBwOAAm14j0xWAAnrXJ77t4Pu/hdiPQovBX6YpM6UgiIiIiIiLV3ZxB2vyY7K72JibXiIiIiGiJbmawnThxAgBgMpngdrvhcDggiiLMZvOG2zp//jwOHz5chiiJSNazvcDYXxZuvzgBSNJSEg5AgwF4okV+HbYrVbgOm8FggNFozHtMVCkcf6Qljj/SGscgEZXVzRnFEpEm3XyLUp/4/kBa4vgjLXH8kdbqdQzq5qNhOBxGV1cXxsfHYTKZSmrLbrdjYGAAp0+fVi0+IlqD0gy22zeBT34J7Nyd27Rzi3yC7WoVJtiMRiNEUdQ6DKpTHH+kJY4/0hrHIBGV1c0ZpB79b2R3cf216sb3B9ISxx9pieOPtFavY1A3Hw0jkQhGR0dLTq5lbdu2DclkUpW2iGgdz1iV902O5yXYlNZhuzEHzGcAo24K2xIRERERkS7N3kB6v1KJyIpHQ0RERERVSldfVdvtdtXaEgQBFotFtfaIaA3tAtD1lPy+n4znPVRKsGUAXJ8rQ2xEREREREQr3ZpBuoMlIomIiIhobbpJsAmCoGp7A0BDciwAAK4HSURBVAMDuHTpkqptEtEanlEoEzmZn2DbbgRaFP4yXZEpHUlERERERKSqm7NIKazBxhlsRERERJSlmwRbT08PxsfHiziSiKrSgV757R9eBB48yD1sMABPtMgfeqUK12EjIiIiIqIaIkmYT6Vwf6v8Tb5MsBERERFRlm4+Grrdbvh8Phw8eFCV9mKxGMbGxvDqq6+q0h4RrUNpBtv9e8Df/wzY/2xu084tQFRmttrVKkuwzc/P4+rVq7nHO3fuhNFo1DQmqh8cf6Qljj/SGscgEZVNOon0VrPiblNzRaOhDeL7A2mJ44+0xPFHWqvXMaibGWxOpxMmkwnvvvuuKu2Njo7C4/Go0hYRFeGLTwNGhalpFyfyHiqtw3ZjDpjPlCG2TZIkCfPz87kfSZK0DonqCMcfaYnjj7TGMUhEZXNzBqnOxxR3cwZbdeP7A2mJ44+0xPFHWqvXMaibBBsABAIBHD16FN/+9rdVaU/tdd2IaA1GY94stTwXz+c9VEqwZQBcnytDbERERERERAAwO4N0xw7ZXS0GSXG9aCIiIiKqP7r6aCgIAi5duoT/+l//K/bt24f3339/022FQiFVYyOiIjzbI7/9Yv76ituNgNEgf+gVmdKRREREREREqrg1g7RZfgabqVnhIoWIiIiI6pJuihu88847ud9ffvllAIDdbocgCOjp6YEgCDCbleukZ8XjcUSjUUxMTKCjo6OsMRPRKkoJtku/AO6kgbZ2AECDAdjZKr8O25UqW4eNiIiIiIhqyOwNxRKRLA9JRERERCvp5uPhq6++ilQqlbdNkiQkEgmEw2HN4iKiDXjWJr9dkoAPLgC//pu5TTu3yCfYrjLBRkRERERlFggE4Pf7EY1Gc9vsdjs8Hg/sdrsuY4hEIvD7/QiHw7k2RVGE3W6Hy+Wq2HlVvZszSHc8LbuLCTYiIiIiWkk3JSLNZjMkScr7yVq9vZgfItLAkxagQ2Gm6U/yy0QqrcN2Yw6Yz5QhNiIiIiKqe5FIBB0dHfD5fPB4PEgkEkgkEpiYmIAoinA4HHC5XEgmk7qKwev1wmazIR6Pw+v1IhgMwufzAcuJPIfDAZvNlpfMq1u3ZpFWmMFmYoKNiIiIiFbQzcdDQRByv1utVoiiWFRJyNWyJSIjkYjKERLRugwG4Jke4G/OFe6bLC7BlgFwfQ7YvaVMMRIRERFRXQqHw3A4HBBFERMTE3nXoKIowufzoaurCx6PB5FIpOCYao3BZrMhmUxiamoKoijm7RscHITH40EgEEAkEkFXVxdCoVB9z2abvYF0x6OyuziDjYiIiIhW0s3HQ1EUceHCBfh8PnzjG98ouT2Hw8EkG5EWDigk2C6OL5WKNCwtHL7dCBgNwLzMhNMr95hgIyIiIiL1JJNJuFwuAEAwGFRMWrndbkxMTCAQCKCvrw8TExNVHcPQ0BCSyeSaiTi/3w8sz2TD8rWyXDKubtycQcrMBBsRERERrU9XJSKxfDGhhueff16Vdohog57tkd8+ewO4cS33sMEA7FSYxcZ12IiIiIhITQMDA0gmk7BarbBarWse6/V6geVSjqOjo1UbQzQahdfrhd/vX3eWW7ZcZJbH49lw/LViPpXE/a3y/7+YYCMiIiKilXSTYDOZTACA9vZ21dosZ918IlLwzBpfFlzMLxO5U2GW2hUm2IiIiIhIJclkMpekKqY0oiiKudldJ06cqNoYfD5f0SUsBUHIu5k1HA7X53psc3NINyjc5QfA1FzRaIiIiIioyukmwXbkyBGcOnVKtfacTqeq7RFRkTo6gd1d8vsuFrcO2405YD5ThtiIiIiIqO5kSyMCQG9vb1HPySa3IpGIKomocsQwPj6OZDIJh8OBri6Fz98r2Gy2vMfhcLioOGrK7ZtIdT6muJsz2IiIiIhoJd18PLRYLBgYGNjUc9PpdO737Ay4UtojohI9awMuTxVuLzLBlgFwfU77ddgaGxuxbdu2vMdElcLxR1ri+COtcQySms6cOZP7vdgZXyvXJwuHwyUvZVCOGFYm3aLRKEZHR+F0OotqDwCmpmQ+r9e6mzeQVlh/rcUgoaXBUPGQaGP4/kBa4vgjLXH8kdbqdQzqJsFWCkEQYDAYIEkSDAYDBEGAx+PBG2+8oXVoRPXp2R7gz0cKt39wAVhcBJb/AG83AkYDMC8VHnrlnvYJtqamprw3DqJK4vgjLXH8kdY4BklNkUgk93t27e/1rEyCTUxMVGUMPT09ebPQ1kvcre63LpdUuDmDdId8go3lIfWB7w+kJY4/0hLHH2mtXsegbkpEliKTyWBxcTH33/PnzyMejxddeoOIVHagR3773c+ASz/PPWwwADsVZrFd5TpsRERERFSi1aUVV8/iUtLZ2Zn7fXx8fM1jtYrB5/Pl2hocHFx3bbfVcRRTVrLmzM4olohsb+LsNSIiIiLKVxcJttVEUcSpU6eQSCTw7W9/W+twiOrPl34FaFa4BXTyfN7DnQqz1K4wwUZEREREJdrsLK2Vs8FKnelVrhisViumpqYgSRJ8Pt+67a1OsFmt1k3FpWu3ZhRLRHL9NSIiIiJara4/IsbjcZw7dw5/+Id/qHUoRPWlpRX40jPAT2TK6VycAPr/h9xDpXXYbswB8xnAWJe3CRARERFRtYjH41qHoEoMfr8/97sgCOvOeNuIjz76CPPz8+seZzAY0Lx8I9727dvxyCOPAADm5+chSTJ14xU0NjaiqSn/645MJoMHDx6s+bymG9eQfubXZPeZlptbWFjA4uJi0bEYDAYYjcaC7ZU6p9Wam5vR0JB/EcVz4jmtheekjOckj+ekjOekjOckr97OaWZmBrdu3SqqnYaGBjQ1NeHSpUtF910Ouk+wpdPpgjvt1hKPxxGNRuHz+ZBKpYouv0FEKnvWppBgyy9vo5RgywC4PqftOmyr34jk3mSIyoXjj7TE8Uda4xgktaxOTK23TpmcUmewVUMMkUgk77q6mBlvG+FyuTb8nG9+85v41re+BQC4evVqUQm6rG3bthWsAfLgwQPEYrE1n/fE5RhSv6VUInLpv8lksugvfgDAaDTKfu9QqXNazWKxoKWlJW9bLZ1T9v3h9u3biMfjaGxshMGwfnnPaj6nrFp6nbJq7ZwymQxmZ2dzf9eLGX/Vfk6owdcJNXpO8Xgcs7OzucfrjT89nFMtvk61fE6SJOUl2pTG4Frn9J3vfAff/e53NxST1nSZYEun0/B6vQgEAptuQ5IkGAyGTX3QJyIVPNsD/AeZf8N//zPgs0+Bh7cCALYbAaMBmJe5KePKPW0TbKvfiOTeZIjKheOPtMTxR1rjGCS1lJqYqpUYvF5v7ne73Q63261pPFppStxGumOH7D6WiNSH7PvD3bt3cffuXQiCUHDHPlG5PHjwADdu3MDdu3eB5RsmOP6oUhYWFvI+U3D8UaUtLi7W5RjU3RlOTk6ir68PyWRyQ9Mg5bz55ps4ePCgarER0QYc6JHfnskAH04Cv/obAIAGA/BEKxC7V3joVa7DRkRERERUktHRUYTDYWB5vfJgMKh1SJrJfPoZ7m+Vn0FoUlhCmoiIiIjql64SbLFYDFarFQaDYdPJtY6ODhw/fhyHDh2CxWJRPUYiKtLuLqBdANIyd+xOjucSbACwa4t8gu0KE2xEREREVILNlGOspRiSySQGBgaA5eTaxMREWeIJBoPo6upa97jVa7Bl7dy5c8PrjKzW3Ny89ncAkoRUQ+F6IFnZGWyCIKCtra3oWJTKc1XknGRk//+uVIvn1NraCqPRiCeffLKoGc56OKdafJ1q8ZyyYw9AUeNPD+dUi69TLZ6TyWTKew9fb/zp4Zxq8XWq5XOam5vL2640Btc6J6/Xi1deeaWoWFauwfbVr3616HNQm64SbNlyjpIkwe12w+FwwGq15gbC3r17FRe1i8ViiEQi8Pv9CIVCLA1JpLWGhqV12P6vscJ9q9ZmU1qH7cYcMJ8BjFxyhYiIiIg2wWw25z1OJpMbTjCVmpDSMgaXy4VkMlnW5BoAfOlLX8L+/fs3/fzsl9WlaGhoWPuL7lQCd9o7FXdnE2xNTU2qlDuqyDkVqRbPqaGhIddWKe1V0znV4utUi+eUHXsAShp/1XROtfg61cM5bXb8VfM5bRbPSV45zqmUMWg0GrFr1y7s2rWr5JgqSTcJtrGxMUQiEdhsNoyMjMhmVwVBwPT0NPbs2VOwz2KxwGKx4NChQwiHw7Db7QiHw9i9e3eFzoCICjyjkGCbHM97qJRgywC4PqftOmxEREREpF9qJJRWJ8j0EoPX60U4HC57ck03ZmeQNj8qu6sVGbQ08K4+IiIiIsqnm0+IwWAQHR0dGBsbU5y6aDabEY1G123Lbrfj7bffht1uL0OkRFQ0pXXYrl8FZm/kHm43Akb52cO4IlM6koiIiIioGKsTU/F4vKjnrV7AXW8xBAIBDA0NwWq1MrmWdXMGKfNjsrvauf4aEREREcnQTYItHA7D5/Ohvb1d8RhBEBAKhYpqz263o7u7G6dPn1YxSiLakGcUEmwAcPHzWWwNBuAJhVlsV7kOGxERERFt0urE0sqk1VqmpqZyv4uiqKsYwuEwPB4P7HY7k2sr3VKewdberJuvToiIiIiognTzKTEaja4746y3txfhcLjoNo8fP45gMKhCdES0Kdu2AzsVyrReXFUmUqEM5BUm2IiIiIioBFarNfd7sbPHVh7X29urmxgikQgcDgecTueaN6cmk8miqsPUlNkbigk2k24W1yAiIiKiStJNgk0QBNm11Vbq6+tDJBLB5cuXi2qzu7sb4+PjRRxJRGXzrMIstosTeQ+V1mG7MQfMZ8oQFxERERHVhZU3chabVFp5nNPp1EUM0WgUfX19cLvd695oeuLECYyOjhYVR824ucYMNibYiIiIiEiGbhJsoihienp6zWOsViskSYLX6y2qzVQqVXT5DSIqk2dt8tt/EgEyn2fOlBJsGQDRu8D9RUCSyhSjAkkC5qUG3JMaMS81VLx/IiIiIird8ePHc79PTEyseWxWJBIBlq9TSy0RWYkYkskkHA4HDh8+DL/fX1TbapyXrqy1BhsTbEREREQkQzcJtp6enqLKPx46dAjBYBDvv//+useGw+H6u2ggqjZKM9g+TQPRv8893G4EjAb5Q/1XgON/D/zPfw987zLwg1ngeplKR167v9T+9y4Df3TZiH+Lp/DvsQ//Fk/hjy4by94/EREREalLEITcDLKRkZF1j195XVrMzZ2jo6O5ZJhWMfT19cFutxeVXMu2v7JsZV3gDDYiIiIi2iDdJNjcbjd8Pl/u8fT0NPr7+9Hf34/Jycnc9iNHjkCSJNjtdly8eHHNNgcGBphgI9La/meBxkb5fZOfl3D96FPAoJBgy7qbAT6+C4RvA0Mx4N9MAz/7VJ0wP7yz1N7J2FL7H98F7mXyA7qXMZStfyIiIiIqH7/fD0EQkEwm1y2NmE1SWa1WuN1uxeOSySS6urrgcrlgs9kwNDRU8RgAwOFwwGw2w+PxIBqNyv5EIhFEIhGEw+Fcwq7erpXnUincf9gku8/UXPFwiIiIiEgHdHMfltVqRXd3N15//XW88cYbcDqduHDhAiRJwtjYGG7dugUs35nX3d2NCxcuwGq1wuv14tixY2hvb8+1NTk5CZfLhVQqBYfDoeFZERG2PAR88WngQ5mE+MVxfPbV/w7vzACR9Mabjt4DolcAazvw0g7g4U38xftsAZr2T6SkubkZFosl7zFRpXD8kdY4BkltoihieHgYLpcLLpcLU1NTsgmmQCCA0dFRCIKw7jpm4XA4b520EydOYHBwsKIxeDye3Gw3m02hNLtCLPUmvaBc750z2PSD7w+kJY4/0hLHH2mtXsegbmawAcDw8DBGRkbw2muv5ZXYSCQSecetvMjw+Xzo6OhAZ2cnent70dnZCZvNhqmpKWB5ZhwRaUyhTOS1mSROxjaX3Fopkl6aeXZtg2Ubr92Hpv0TraWhoQEtLS25n4YGXb2lk85x/JHWOAapHJxOJ0KhEARBgM1mQyAQyO1LJpPweDzweDyw2+2IxWLrJqEEQch7XEzSSs0YhoaG8p6/EXWXYJubQ7rpYcXdTLDpB98fSEscf6Qljj/SWr2OQV2dpclkwqVLl3Kz1SRp6Q6zbK36LFEUMTIyktsvSRISiQQikQgSiQQkSYLBYMDg4GDezDYi0sizhXfTXtuzH9999Y+RWlCni9QC8N3LxSe5rt1fOl6r/omIiIio8rKJK5/PB7/fj46ODnR0dMBisSAejyMUCuUSYMW0lZ2xJoriurPN1I7hxIkTRZ51obpbf+32LNLmHbK7WrGIFl19c0JERERElWKQslkonYnFYohEIhAEAX19fbLHhMPhXCnI1VwuF86cOVOBSKncPvzwQzz99NO5xz/96U+xf/9+TWOiDfr458CLvbmHn7WZcfJP/g6pzsdV78rUBBy1rF2u8bOFpRlnaiXXNto/ERERVSd+7iQqju7+rVwcx1//u1H8HwNvFux6pGkRx/cprBlNRERERJrS+nOnbr/itVgseTU95djtdiQSCQQCgVz9e7PZDJfLhYGBgYrFSkTrEPcBW9uAT+8AAN7xnCxLcg3LM8nemQF+7wnlY96ZKU9yrdj+iYiIiIiogm7OIG1+THZXu5HT14iIiIhInm4TbBvhdru51hpRNWtsBH7FCvzd3+DDnhcQ+a3DZe0ukgas7cD+tsJ9H94pfc21UvonKtbCwgKSyWTusSAIaGqqi7d1qgIcf6Q1jkEiUtXsjGKJSFOToeLh0Obx/YG0xPFHWuL4I63V6xis/TMkIn040AP83d/gPecfVKS79+PyCa73bleke8X+iYq1uLiYW5MUANra2urigwtVB44/0hrHIBGp6tYMUo/8uuyudv5p0RW+P5CWOP5ISxx/pLV6HYOsdUBE1eEZG67t/jKiT3+lIt1N3QWu38/fdu0+EL1Xke5l+yciIiIiIg3M3kDa/KjsLibYiIiIiEhJzXxUnJ6eRjKZhCAI2LNnj+x+ue1EVCUO9OLCb7oq2uUPZoFn2pd+lwBcLHNpyNUiaeC3WyvbJxERERERrXJzRjHBZmqueDREREREpBO6ncGWTqfx1ltvobe3F42Njejq6oLNZkNPT4/s8W63G42NjXj99dcrHisRFeGRR3H5afmyLOXy4WfAn15f+vmz68BHn1W0e/ySM9iIiIiIiDQ3l0rh/sMm2X2cwUZERERESnSZYDt58iQ6Ojrg9XoRiUQgSVLuJ5FIyD7n3LlzOH/+PM6dO4d9+/bh8uXLFY+biJRJEvCJ+IzWYVTU1XtL501ERERERNpJzyt/KGeCjYiIiIiU6C7B9tprr+HYsWN5STUAEAQBoiiu+Vyr1Yrx8XG89NJLsFqtTLIRVZG5DHC3davWYVTU3czSeRMRERERkUYkCWmDchaNCTYiIiIiUqKrj4pvvfUW/H4/AEAURTidTjgcDvT09MBkWirn0NjYuG47Pp8PyWQSHo8Hf/VXf1X2uIlofQt1OpOrXs+biIiIiKgqpJNItW+T3dUqLaClQVdfmxARERFRBenmk2IsFsPg4CAAYHR0FC+99FJJ7fn9fpjNZrz//vt47rnnVIqSiDaryaB1BNqo1/MmIiIiIqoKszNIdzwqu6u9kXfDEREREZEy3ZSIHB0dBQBEo9GSk2tZx44dw6lTp1Rpi4hK09IAPFThv0gGAKZGoKMJEJqWHlfSQw1L501ERERERBq5OYO0+THZXSbj+hVyiIiIiKh+6WYG25kzZzA0NIQ9e/ao1qbD4cDw8LBq7RHR5hkMwBOtwMd3K9fnvoeB1578/PH3Lle2/51bls6biIiIiIg0cvMG0uYdsrvajbwbjoiIiIiU6ebTYiwWg9PpVLVNQRAQjUZVbZOINm/3lsr292RrdfVPREREREQVdnMGKYUZbO26uSWZiIiIiLSgm4+LiURC1dlrAJBMJlVtj4hK090OhG9Xrj9re3X1T7QRBoMBRqMx7zFRpXD8kdY4BolINTdnkH6SCbZawfcH0hLHH2mJ44+0Vq9jUDcfF0VRxPT0tKpJtnA4DFEUVWuPiErzeCsgbpEQvVf+P8BdDwGPrZpBttQ/EL1X9u5l+yfaCKPRyPcw0gzHH2mNY5CIVHNzRrFEpKm54tFQifj+QFri+CMtcfyR1up1DOqmRKQoiggEAqq26ff7YbfbVW2TiEpzsLMydzcc7NzY9kr1T0RERERElTOXTOH+wybZfZzBRkRERERr0U2Czel0wufz4fLly6q0d+zYMcRiMbhcLlXaIyJ17G8DrFcvlrUPazvw5a1r9F/m0o1r9U9ERERERJWTnl9U3McEGxERERGtRTcJtv7+frS3t8Nms+HixdK+fD927BhOnjwJq9WKgwcPqhYjEanjpcxVmG5fK0vbpibgJfkKMJ/3v2PpOK36JyIiIiKiykhnlL8WYYKNiIiIiNaimwSbyWSCz+dDPB6H1WrF17/+dUxPT2+ojffeew+9vb04efIkAGB4eLhM0RJRKR7+lWfh/l++hofuxFVt96EGwL0LeHidC+WHm5aOe0jlv5DF9k9ERERERBUwN4dUi3xpidbMAlp0840JEREREWlBV1/zut1uhEIhnD17Fn6/H36/H4IgwG63QxRFdHV1AQDef/99SJKEaDSKZDKJ8+fPIxwOI5lMAgAkScLQ0BAOHDig8RkRkazHnsDj9+L4/WP/EIE/ehepzsdLbtK0nDR7vLW44x9vBX5/NxC4AqQWSu5+w/0TrWd+fh5Xr17NPd65cyeMRqOmMVH94PgjrXEMEpEqbs8ibX5Mdld7w6LevjIhvj+Qxjj+SEscf6S1eh2Duvu0GAwG4XK5cPbsWQBAIpHA6Ohobr8kSbDb7QXPkyQp9/vQ0BC+8Y1vVChiItowgwF4xobHwz/A0f/x1/COZwiR3+rfdHPW9qWyjBudOfZ4K3DUArwzA0TSm+4eO4zAv9jNmWukLkmSMD8/n/eYqFI4/khrHINEpIqbM0h3PCq7y2Tk9DU94vsDaYnjj7TE8Udaq9cxqMtPjMFgECMjIxAEAVjxYkmSBIPBAEmScj8rCYKAUCjE5BqRHhzoAQA8fCeO33vrVbz6LSe6PvgvG2qi6yFgYBfwe09sPrn1cNPS81/dudTeZny6CJaXISIiIiKqNrM3kOqUT7C1t/LuOCIiIiJam24/MTqdTjidTgwNDSEQCCAajQIymVFJkiCKIjweD44ePapRtES0Yc/05D3cP/5D7B//Ia7v/hIigXP4pVHA1XvA3cznxzzUAOzcAjzZujRr7TEVyzHub1v6uX5/aTbbL+8DV+5JuJcx5I5pNkh4IBkKnvvZInDxDmAzqRcPERERERGV6OYs0h1dsrvamwo/1xMRERERraTbBFvW4OAgBgcHkUqlEA6HEY/HkUwmIQgCzGYzrFYrLBaL1mES0UY9071UKnJV0vyxyx/htz8KA7/jhCQBcxlgQQKaDEuzxAxlvg5+rBX47eXE3f378/j72GUswoBGSNj95G6cuNKCuUzh8/42wQQbEREREVFVuTWD9Bd/Q3aXqbni0RARERGRzug+wZZlMplw6NAhrcMgIrW0mYCup4BLvyjcd3Ec+B0nDAagtVGL4JYYDIDR8Hk2rbUR6DEtJdNWi90Drt1fWteNiIiIiIiqwOwNpL6iUCKyZr4tISIiIqJy4apARFS9nu2R3z55vtKRFO3XBeV9f5esZCRERERERLSWuWQScw+1y+5jgo2IiIiI1sMEGxFVrwO98ts/vAg8eFDpaIryeCtg2SK/73wKsuUjiYiIiIio8tLzi4r7TEywEREREdE6NEuwnT59GpOTk1p1jwsXLuD06dOa9U9ERXjGJr99fg74+U8rHU3RvtIhv30uA0RSlY6GiIiIiIjkpBaVvxLhDDYiIiIiWo9mCTa3241wOKxV9wiHw/B4PJr1T0RF+MJ+oEVh0bKfTFQ6mqI90wY8rLA23N8mAEmqdERERERERJRHkpA2GGV3tWYewMh6P0RERES0Dn5kJKLq1dwM7H9Wfl8Vr8PW3AD8qkl+3ydzwC/vVzoiIiIiIiLKk0ogbdouu8tkWKh4OERERESkP5om2KampjTr+/bt2xAEQbP+iahIB3rkt18cr3QkG/JrCmUiAeBHiUpGQkREREREBW7OIt3xqOyu9iZDxcMhIiIiIv3RtKq4liUiR0dHNeubiDbg2V757VN/D9xJAW0KU8UqoLGxEdu2bct7nLXdCHzhYeAXnxU+70Ia+Mc7lMtIEhVjrfFHVG4cf6Q1jkEiKtnNGaQ6FRJsW5orHg6pg+8PpCWOP9ISxx9prV7HoKYJtmg0is7OTvT0KMxQKZPx8XEkEgl0dKwxxYSIqsOzNuV9P4kAX3muktHkaWpqynvjWO0rHfIJtgcSMJ4CftNc3viotq03/ojKieOPtMYxSEQlu3kDafNjsrvajfXxhVAt4vsDaYnjj7TE8Udaq9cxqGmCDQASiUTFZ7JJklTR/oioBDt3A+ZtQPxW4b6L45om2Nbz5a2AqQlIySzh8KME8N92AAZWnyEiIiIiqrybM0g/2S27y8QJbERERERUBE3XYAMAgwbfLmvRJxFtksGgPIutytdhazQA/0BhqcfZeeDS3UpHREREREREAIDZG8olIjW/FZmIiIiI9EDzBJskSZr8EJGOKK3DNjkOVPm/538gKP+h/dtEhYMhIiIiIiIAwFwyhbmH2mX3McFGRERERMXQLMF29OhRmEwmeDweRKNRZDKZiv1cunQJgqAwrYSIqs8BhXUab80C169WOpqcTCaDubm53E8mkyk4RmgG9rfJP/+DO0BapnwkUTGKGX9E5cLxR1rjGCSiUqXvP1DcZ2KCTbf4/kBa4vgjLXH8kdbqdQxq9rHR5/PB5/NheHgYTqcTBoMBR44cweHDh9HWpvBttEpEUYTL5cLo6GhZ+yEilTxjVd43OQ48vquS0eQ8ePAAsVgs99hisaClpaXguF8XlpJpq2UA/Nck4Ki/9T9JBcWOP6Jy4PgjrXEMElGpUovKS0dwBpt+8f2BtKTm+JMkCZlMhlW4qGjz8/O4fPly7vHu3bthNBo1jYnqy+oxaLFY0NraqmlMlaD5x8aBgQEMDAwgFovB7/dj9+7dcDgc8Hg8OHjwYNn63bt3b9naJiKVmToAy14gdqlw38Vx4B99TYuoivbUw///9v48zq27vvf43xrP4nVGM85CFicZTYIhToFobFpIl5tY8wuUskayS29py2KplG7014zwXZrS373X0dBCb3spkRxKS2mpLd3QstxSRiGUlkDxjBIggaTJyAkJCU7i0ZnxOuPx6PeHrGNJI432czTS6/l46OGRdHS+33P01fH5ns/5fr7SJT3SS0Vukv1mStq9VepiakgAAADAMvOOnqKvrz+/qN4uLkgCsFY6ndbZs2d14sQJnThxQouLi3ZXCWvM8vJyXrs5evSourpsnx0KHaSwDSaTSfX19WnLli3asmWL1q9fL4ej/S6AtsyvbHh4WHfffbdmZ2e1Z88e3X333brhhhv0x3/8x5qfn29KmYZhNGW9AJrg1SXSRH5nyuqaVK3LIb1+sPh7qSXpByetrhEAAADQwRYWNN9XPHPOgEqnjgSAZjh9+rRmZmb01FNP6fjx4wTXALSFdDqtxcVFHT9+XE899ZRmZmZ0+vRpu6vVcC0TYMt1xx136Ctf+YqmpqaUTqfldrt1++2367777mtYGS6XS7t3727Y+gA0WakA2/cekl44Jp2Yl6xOnZBOq+v0Sa2bM9R1+uSq5e8akLpL3KTxjVTzqggAAACgwPEXNDd0RdG3SA8JwEqnT5/WD3/4Q507R3Af9XE4HOrt7TUf7ThSCK2tXBs8d+6cfvjDH7ZdkK2lTx0HBgZ055136s4779RDDz2kcDisffv2ac+ePQoEAnrNa15T87rvuOMO3XHHHQ2tL4AmevVo8dfPnpFedyHl68CgtOPVmWXfvEfafmPj6/H4o9IXotJ3ptX7yMN6+fzFkbDpfqd002uKlr+5W3r1Fmm6yIDcx05Js4vSEJloAAAAgOZ78Zjmhy4v+lb/+pa+TAKgjWSDa8yzBqBTpNNp/fCHP9Q111yjjRs32l2dhlgzZ44333yz7rnnHt1zzz06ePCg3ve+98nhcCgQCGjPnj3q7++3u4oAmunY85LDsfootbmU9ODXMo9P/Im06/VS4PekW2+vv/wHviyFPyYdedB8qfBeIMe8sWr5rx8sHmBLS/qmIb3psvqrCQAAAKCMF36s+RIj2AY2cNcbgOZLp9N67rnnVgTXenp61N/fr82bN6unp4dRSKhY4fxXvb29zMEGS+W2weXlZa1bt06nTp3S/Px83ijd7PFvZGSkLY5xaybAlmvfvn3at2+fjh49qnA4rOuuu05jY2MKBAK67bbb7K4egEZKHZc+fGdm1Fi1jjyYebxlj/QHE9LgVlvLH3Zu1RV90vMLKxf9liHdfmnpNJIAAAAAGuTFFzR36faib/X3cEIOoPnOnj27Ii3kli1bdNVVV7XFBWdYb3l5WefPnzefd3d3E2CDpXLb4Lp169TX16dNmzbp0ksv1Y9+9COdOHHCXPbcuXNaWFjQ+vXrbaxxY6zpX9nw8LDuvvtuzc7Oyu/365577tENN9yg/fv366mnnrK7egDq9dgj0pteV1twK9fnD2fW8/ijtpbv+I9H9Xpn8UVOnpe+d6L4ewAAAAAa6KVVUkSuyduQAaw1uReadWHkGsE1AO3I4XDoqquuUk9PT97r8/NF0nytQWs6wJZr9+7dOnz4sKampjQ0NCSPx6Pbb79d9913n91VA1CLxx6RfunnM6khG+HY89I731h5kK1J5e984QfqLXG+/I1UY4oCAAAAUNrZ2ZQWNhafZmKAABsACxQG2Pr7+wmuAWhbDodjxRRfhcfBtaptAmxZAwMDuvPOO/Xkk0/q7rvv1le+8hUNDQ3p/e9/vx5++GG7qwegEqnj0nvekZlTrZHmUtK7355Zv03lr3/PWzW6/mzRt2dOS8eKpI8EAAAA0DjzZ86VfI8RbACaLZ1O582VJUmbN2+2rT4AYIXC49zi4uKKeSjXorYLsOW6+eabdc8992h2dlZut1ujo6N6+ctfrk9+8pNtMwQRaEsfvrNxI8cKHXte+qNxW8u/5TN3l3ybUWwAAABAc82fK30xhwAbgGZbXl5e8Vph6jQAaDfd3StPsoodD9eatg6wSdLDDz+s97///fr1X/91pdNpPfnkk/L7/RocHNRv/MZv2F09AIUe+HL9c56V8/nDmXJsKv+qT/2Jrl00ir53ZE5aXPv/twAAAAAta17Fo2gblhbU2/ZXSQDYrdiIDdJDAmh3XV0rT7LaYQRbW96bNT8/r0gkonA4rGQyKV34shwOh9LptPnFtcMXCLSd8MesKSfyp9Ktb7Ct/Nf/v3v19Nt+f8XrZ5elh+aln3RaUg2sYT09PRoeHs57DliF9ge70QYB1Cyd1nz3+qJv9acXJfVZXiU0Dv8/wE60P9jJ4XCor68v7zlgpU5tg20VYLvvvvsUDocVj8elnABa9stMp9Nyu90KBALas2ePBgYGbK0vgAKPPyodedCasr79Denx70vbb7Sl/Nd8OqR/fNsHdVrrVrz3YIoAG8rr6urKO3EBrET7g91ogwBqNpfS3MBlRd/qX8dNuGsd/z/ATrQ/2MnhcHRMQAOtqVPb4JoPsD311FMKh8OKRCIyjEzKtexotayBgQHt2bNHgUBAN998s421BbCqZqeGXFHeYemGP7j4/PPWld+7eFa7kt/Wv7het+K9H56VnjkjbdtgWXUAAACAzvDiC5ofelnRt/r7Vt78BgAAAJSyZgNs9957r8LhsBKJhFRitJrH41EgENAdd9xha10BVOg709aW94k/yTxs8vrJv9a/BFYG2CTpGynpFwmwAQAAAI31wo9LBtgGNhVPHQkAAAAUs6YCbF/96lcVDocVi8XM1wpHqw0PDysQCMjv95MCElhL0mnp0e/YXQtLXfb1/6cbPpjWE6dXDp9+aF566+XSBm6iBQAAABrnpWOaG3IXfYsRbAAAAKhGywfY5ufnFYlEFA6HlUwmpZygWnbUWjqdltfrVSAQ0O7du22uMYCanDwhzaXsroW15lJ6/YazeuL0yqFqi2npyJz0s0O21AxrwNLSkpkaWZKcTqe6u1v+v3W0Cdof7EYbBFCzF49p/uYSKSI5jKx5/P8AO9H+YKd0Oq2lpSXzeXd3d0fOhwX7dGobbNmj/H333adwOKx4PC6VSAHpdrsVCAS0b98+W+sKoAHOLdpdA1v8xLpT2rJug06cX/negynpZwalDvi/CDU4f/68XnrpJfP5li1b6LzBMrQ/2I02CKBWZ2dntbBxS9H3BjiMrHn8/wA70f5gp8Lgxrp16zoiuIHW0altsKWO8g8//LDC4bAOHz5s3vFRmAJyYGBAfr9fgUBAw8PDNtYWQEP19NpdA1us6+vTTzmlyeMr3zu2KCXPSCMb7agZAAAA0H7mz5wr+R4j2ACgwdLpTMaic4uZ6z6bt3AXMYC2Yvvp4/z8vA4fPqxwOKxEIiGVGK3m8XgUCAR0xx13NKTcgwcPamJiQk888URD1gegTpu3SAODnZUmcmBQ2rRZr+uT4seldJFFHkwRYAMAAAAaZX5hueR7BNgAoAEef1T6QlT6zrT06Hfyr/MMDEo7Xi29elR68x5p+4121rRlBQIBc6qkSqXTafOaui5cV19t9NDY2JjGx8frqmczJZNJ+Xw+JRIJ+f1+hcNhu6tUl4mJCR06dEjJZFKGYcjlcsnpdGrv3r3y+/1yOp15y0pq6e8HF9l2+vjwww/rwIEDisVi5muFo9WGh4cVCATk9/s1MDDQ0PJnZmaqPlABaCKHI3OS9eDXrCvzppul//K/Lj7/n/ulRx+2sPzXSA6HBnukGzdLj55cuch35qW3XS5tobMPAABgmcJ5wCWZN316PJ62qMPExISCwaBmZmbkcrnqXt9aMZ/uKvr6hqWz6u1ab3l9AKBtPPBlKfwx6ciDpZeZS2Wu+zz4NekTfyLter0U+D3p1tutrGnLi8fjef//u1wuud1uDQ0NSRfm9zMMQ1NTU+aAlazbbrtN1113nbZu3aq5uTnpQrBqamoqb45AtXgAJxAImNsWiUQ0NjYmr9drd7WqFo/H5fP5JEl+v1+7du2Sy+XS7OysksmkotGogsGgQqGQxsfHlUwmFQwGW/q7QT7bLtm63W45HA4zqJaNsKfTaTMF5M0339y08hOJRF5kGEALePWotQG2n9kt/eRPX3z+s7utDbC9atT885bB4gG285L+3ZA8l1hXLQAAgE6VSCS0e/duDQ0NKRgMyu/3SxcuTIXDYfPizsGDB5vWn2x2HZLJpAKBgDnfeaeZW1c8iNZ/fkESATYAqFrquPThOzOj1qp15MHM4y17pD+YkAa3NqOGa87s7Kx04fp5NBpd9UaYwsEqX/ziFyVJfX196urKv6kkkUjI5/MpmUyaZbSqwoExrV7fYgKBgCKRiDwej6LRaNHzNr/fr2QyqbGxMR05csS2AUGjo6Nl2xqKa4kxEel0Wm63W4FAQPv27Wt6eUePHlU8Htfg4GDTywJQhTf7MncwWVlei5S/fZM01CPNFpkS4puGdNtWqYs05QAAAE0Tj8c1NjYml8ul6enpvIsgLpdLoVBIIyMj5h3Vhcu0Yh2yd7cnk0nNzMwoHo+vuNO9oywsaH5D8ew4/V2lU0cCAEp47BHpPe+Qjj1f33o+f1j693+VPvU5afuORtVuzcqmEJyeni67bHY0m6SyGeDcbremp6c1ODjY8pndgsGgAoGAdGEb9+zZY3eVqhKJRBSJRORyuTQ5Obnqsi6XSzMzMxodHbXtPK2jzw/rVDw3goV8Pp/i8bi++tWvau/evZqfn2/a46mnntK9996rnTt32r3ZAIrZviOTHsAKr71lZa5vG8vvckivK3FtZPac9Pgpa6oFAADQiQzDMNP3lLrDWBfuMs7eabx79+6Wr8PU1JTGxsYUDAaVSCTk8Xg0MzPTudlcjr+g+aGXFX1roNf2yyMAsLY89oj0Sz9ff3At69jz0jvfmJnDrYNlg2XBYLAp63c6nRofH1+RLrLV+P1+TU9PKxqN6ujRo2vu3CX7/YVCoYo/c//99zexRqW1eltodbaPYItGo6vOw9ZIuRM9AmhRgQ+unq+7UfwfbLnyf9IpffnFTFrIQg+mpFdubn61AAAAOtG+fftkGIbcbrfcbveqywaDQUUiESUSCcVisYbNB9KMOng8HvrBuV48prmtVxR9q39Tn+XVAYA1K3U8M3JtLtXY9c6lpHe/XfrSNzs2XWQ2FWIzR2zt3btXExMTTVt/o1RyTtSKYrGYGbSqZt7cbPDT6u+mU9OGN4rtt2hNTk5qdnbWfKRSqbznjXykUikdPnyYXKJAK7v1DStTNzbaW/aUnkDXxvK3dEuv6i/+kUdPSqki6SMBAABQH8MwzJs+K7kI4nK5zD7lgQMH2qYOHeGFH2t+sPgItv6NBNgAoGIfvrNxI9cKHXte+qPx5qx7DTAMQ06ns6kjtrJBK0YuNUduSshqv8f9+/c3oUarC4fDlpfZTmwNsHm9Xu3evVsDAwOWPbxer77yla/YudkAyrnrI9Llxe8srdvlV2Qmzm3R8m8pMTVkWtI3G3xjGAAAADJzZGTt2rWros9kg1uJRKIhc5i0Qh06wourpIjsYcJjAKjIA1+WvhBtbhmfP5wppwMlk0lLBoc4nU7OH5okOwpRNcxt5nQ6LR21ZxgGI9jqZGuArdKOQ6O5XK6G58sH0ECDWzMT2w6UiDbVamAws95yaQZsLN+1Qbq8t/h73zKk82T4AQAAaKhDhw6Zf1d6l3Huha9GXJRohTp0grOzs1rYuKXoe/22T6ABAGtE+GPWlBP5U2vKaTGzs7OWBNhcLldeIAiNk/v91ZJpYOfOnQ2uUWnESOpne4pIu4yOjjIMFmhl23dIn/2nxo0ku/yKzPq277Cn/Esur6h8h0N6fYm43onz0vdONKY6WPscDod6e3vNR7PmLwWKof3BbrRBNFLuncVDQ0MVfSY3CDY9Pd0WdegE86fOlnyPAFt74P8H2Kkj2t/jj1ozb70kffsb0uPft6asFlProBSHw6Guri51dZW/5L9z506ujTdJ7vcXi8XyMhVUIhAIaGxsrAk1u8gwDI2NjVU9wq6cbPurpA22C9tOId1ut61zoY2MjOjmm2+2rXwAFdi+IzOx7R+NZ9ID1OotezJpGaudILdR5UuS500VB/d2DUhfekFaLDJa7cGU9JoS87Shs/T29jKnKGxD+4PdaINolMLUSJW2q61bL55XTk1Nrfk6dIr5xeWS7xFgaw/8/wA7WdL+lpakH/+ouWWs5m/vtba8v7tX2vc71paZ9bKrpG7r/3Pw+/01f9bhcKivr7I5RcPhsCYmJuTz+WQYhmZnZ81zklQqM0dJMplUMBhUIpHQ7OysPB6PDh48WHK0fTKZVCgU0tTUlLmu7Lyxe/fuldfrLVuveDyuaDSqZDKp2dlZs24HDx4s+vlIJKLp6em85ZPJpGZmZszfYzweVygUUjKZVDKZlNPplMfjUSAQqGju22p5vV45nU4zgBkIBDQ5Oan9+/dXlP6xmhSR8Xhc4XDY/I50YZ97PB7t379/xXeVTCbl8/mKBtZGRkaKlpFKpSrKsNDV1VVx+2sntp1C2t0B2Ldvn/bt22drHQBUYHCr9LFPSm/xZdIDfPsblX/2tbdI/g9Kt95uT/m5Pvd30u/sly4rPudDrg3rpJv7pX+fW/neE6elFxakyzrv/ysAAICGq/XO7dyLDPXe/d0KdegU8+eLjybZcO6servWW14fAKjaj38k/dxNdtfCOp85mHnY4V8eka6+1p6yLXLkyJEVc7lmzy9isZiCwaDC4bBcLpdGR0cVi8WUTCaLjpwPBAKamprS/v37FQqFzPVkg24+n08ul0uhUGjVQJthGGaArpLzm5mZGU1NTZUciZUdCRYKhczAVSwWk8/nUywWk9/vVzgcLltOtQ4ePCifz2c+j8ViisViZnBv165d8ng8Nc+3ZhiGfD6f4vG4PB6PotFo3vbt27dPExMTCofDeUHboaEhhUIh83k2gKoLQddiNwlUmr68U3GPFoC14dY3ZB6Pfz8zme53p6VHHpbmUheXGRiUbnqN9KpR6c0+afuN1pc/dIl09ImVn184Kx38U+m/3l1RcbcMFg+wSdI3Demtl9e6IQAAAGikVpi/pBXqsJof/OAHWlxcLLucw+FQT0+PJOnSSy/VZZddJklaXFxUOl35ZMTr1q1Td8Gog+XlZc05ik923L90WgsLK4NvPT09K1IcLS0t6fz58xXXJZsyrlCjtuncuXMVr0NsU0lsU2lsU2m1btP58+e1vJwZUetwOIqmksy+X+SNzp3vx2LLy8tSzvdQLOVdye+phGLfdzqdrqr9llpPLXWKRqPShWDN8PCwGdCanZ1VMBjUP//zP8vlcikSiZjvJRKJvDIcDoc+9KEPKRKJyO/3y+PxaGBgwFzmuuuu0yc+8Qm5XC596EMfks/n0yc+8YkVI/Wy2+T1es0A3NjYmDnP7PLyctFtO3DggDnP2a5du/ICbWNjY/L5fHrf+96Xt2/e8Y536O677zbrfccdd+SNZGvE95RbRi7DMMxgW9bu3bvl9/tLBh4L214ymTSnv7rzzjt19913r9i+6667Trt27VIgENDy8rICgYAcDocZ4Mtu0/DwsLnPbrvttqIBtsLvu9Z9s7y8bC5XrP0uLi7q2LFjeumll8quK7tfuru79eSTT1a0fLMQYGsBkUhE4XA4726BZg5TLWQYhiKRiA4dOmTeHdDMobLZg0A0GrVk+9Bmtt8obb8r83c6LZ06KS0uSL190qbNmUnM7Cx/cUH6Tz8hvfDjlZ/9u7+UAr8nXXJZ2WK2bZC2rZeeKTJNxLcN6Y2XSr2cVQMAANSlMDBVyx269Y4ea4U6NFvuHdyVuuuuu/SHf/iHkqRnn322ogBd1iWXXKJLLrkk77Vzi4ua69tcdPm+xdM6evSFFa8PDw+vSHVkGEbFF360Ssq4hmzTuXM6evRoxesQ21QS21Qa21RarduUTqfN+paaq+3cuXNFgwmOxUUx3tYai4uLSi8sSKukviv1PZXS3d1t3kiSlU6ntXChnEr19fWVDMxWuq7cbcpeB84Gfd73vvfpz/7sz3TVVVdpYWFBr3rVq8zP3XbbbXlldHd3m3OMZf/9xCc+saIev/3bv627775bhmHo/e9/v371V3+17DbddtttZoBtaWmp7LbdcccdeaOxnE6n/H6/FhYWVnxPv/Irv2IGv+655x79zM/8TN42NeJ7uvPOOzUyMqJ9+/ateq52//336/7775fT6dRnPvMZ3XbbbeZ7xdre2NiYDMPQa17zGn34wx8uWq8dO3bo937v9/TRj35U+/fv13vf+96i25S7XxYXF8tuY7HvaWlpSUtLS6t+ThduLlgtwPbss8/qox/9qD7+8Y+XXVcr4fKsjRKJhAYHBxUKhRQIBJRKpZRKpTQ9PS2Xy2VG2ZvZWYrFYhoeHlYwGNTevXs1PT2tVCql+++/35zssNGTKma3qdU7gVgDHA5p85bMqLHNW5ofXKuk/L71mbSUxZw9k0kzWaFbBou/fnpZeng+E987e146uZT5t8obnupmd/kAAAD1aoU+SSvUoSPMGToxcGnRtzY6Kh9BAwBAOxoaGpIunJc8/PDDeUGem2++WadPn9Y3vvENffGLX1zx2dxzmdVG1d96663m3w899FDZOtWTmjASiejgwdLpRXPX/fDDD9dcTjler1epVErhcLjsQBPDMPQLv/AL+uQnP1lymUAgYA7SufPOO1dd3+///u+b6/3jP/7jmuqP8hjBZpN4PK6xsTG5XC5NT0/n/aiz+WhHRkYUCASUSCRWLNMIwWBQExMTkqTp6em8nK9ut1uTk5MKBAKKRCIaHR0tml+3WpFIpGROXGCtWVxc1LPPPms+v/rqqzPpKt75bin8UenFYys/9Lf3ZgJwlxTv3Od6Tb/0D8eks0VuhvrcMekfj2WCbVkbu6Sr1kvXbpDc/dIVTbit7bmz0kPz0tNnpB+dtb58XFSy/QEWoP3BbrRBANVyvPSC5rZeUfS9jd0W36iHpsn+/3Dy5EmdOnVK/f39Wrdund3VQodYXFzUc889p1OnTkkS7Q+2yKYoraftvf3tby/6+s0331z09XA4rGAwuGJ+r0LDw8Pm36lUquRyjeByucpeS3c6nTIMo+l1kSS/3y+/369z587piSee0Fe/+lU99NBDeuCBB1aMnv2t3/otud3uFfs7m4Uuq9T3lOV0OjU8PKyjR4/q3nvv1f79+xu8VSvlpsjtlOMfATYbZCch1IVct6V+7H6/X9PT04pEItq9e3dDAlxZkUjEDK6Fw+GSEyqGw2EdPnxYiURCgUCgrkkfDcNQIBCo+fNAq8lN65B9Lklav0Hy/670P4v8x3X2jHTv/5Y+9D/Krr+vS9o1IP1rkf/niwXdTi9LT5zOPOLHJdcGafcl0o3FM+FU5dET0lePS8kzpZdpZvlYqWT7AyxA+4PdaINolFaYtL0V6tBs0WhUIyMjZZcrnIMt6+qrr656fqVC3amXND90TdHlr7ziMg1vLT4HWyGn06ktW7ZUXJdSc+Q0Ypt6enryLlZWot23Kfv/Q3d3t7Zs2aJt27YVTetWqJW3KaudvqesdtumdDpttj1JJdvf+fPnzQvqpbap2P6SJHFDkWV6e3ulMsePkt9TCcW+b4fDUdFxqtx6srLtu1T60Ur85E/+ZMV1cjgcZvAoK51OF/18dm5VSTp16lTeMsXqmjv3WHd3d9k65f62d+7caf5dyfdUri6N+p66u7v1ile8Qq94xSvM15LJpD70oQ/p//7f/2u+9lu/9Vs6cuRI3mcPHz5s/u12uyuqj9vt1tGjR/OmpsqtX+4+7u3tLbvOUtu0bt26FX20wja4tLS0apu8+uqrFQwG9d73vrfsdqlgDra3ve1tFX2mGQiw2SCbd9XtdpcMbGUFg0Fz1FcsFis52WE1cgNd2Vy0q9m/f79Zj0AgULbOpfh8PvPOAKDtvfM9Uvhj0ksr53LQZw5K+35H2lp+FJu7v3iArRLJM1Lymcw63nG5tKmGI/6pJem+Y1Ji3p7yAQAAmimbDikrOx91NeoNkLVCHZrtla98pXbs2FHz5xsxQrXr+Iuav3pX0fe2bl5f7hqqqbu7W93d9Z/YNmSbSswJVK123Kauri5zXfWsr5W2qR2/p3bcpmzb04UL9sXWubS0lHdRu9R6irpym/Qvj9Rdz5r93vuk6W9ZV97oT0kfvde68nJ0vewqqdbvqQoOh6PmQFi59dZav+uvv76ubXM4HHrooYcUj8c1MzOj2dlZJZPJvCBP7m9ltfXUunzujT3lPmcYRkXrbsT3VGw9119/vWKxWF62uUQioYcffjjvOvzk5KT599DQUEXfUe5+SCaTefNYFtalkn282jYVznNX2Aa7urpW3Ye9vb3atm2btm3bVnUd7MTlTosZhmFOGFku76ouDGd1uVxKJpM6cOBAQwJswWDQ/LuSOuQuEw6HaxrFFolENDs7qz179uQNZQXa1oaNmSDagf+68r0zp6VP/rk0/kerruK5s9Jf/aj+qiTmpZnTkn+bdGUVaRufOytFnpHmys9T2pTyAQAAmq0RganCANlarEMnOHv8uBZeXnykTD9XRgCsFd3d0tXX2lf+a2+xNsD22p+2d3s7VK3nJslkUqFQyLz26/V6NTY2pp07d8rlcikSieRdl24mO28+isVicrvdecGsSoRCIcXjcXN6pampqbwAW26AMh6PV5QdQBfiC+J8sWnqD7OjKrnBpV27it89Vyj7I0gkEkWHc1YrdzhpJT/03GVqCY4ZhqFgMLhqOkygLf3Se6WhS4q/9zcRafalkh997qz08afrD25lzS1l1vfc2cqWt7t8AAAAKxReaJidna3oc7lZORo9gs2OOnSC+ZOlT0QJsAFAhd7sa+/yINUYiAkEAhoZGVEkEpHf71cqlVI0GpXf75fb7e6oc5VDhw4pHo/X9NncOewKp4vKPffz+/2amZmp6tFJ34GVCLBZ7NChQ+bflTbq3ABXrT/OrGQyWXWKxsJ6VluHffv2af/+/VVH7YE1b+OmzCi2Yk6fkv7y/xR969RSZuTY6SLzrNXj9HJmvafKBM3sLh8AAMAqhX2dSvtKMzMz5t/19nNaoQ6dYH7hfMn3CLABQIW275B2vd6asl57i7T9RmvKQl1GR0fNQRnRaFThcLjjgzm552nVyJ07rvCmq9zzvUpvyKpXIpGQz0egezUE2CyWHeKpKu4GyD0gFUauq1XYWdu6dWvV68jdhnJisZiSyaTGx8erLgdoC7+8Txoq8Tv7dFhKHV/x8n3HGjdyrNDchTnVVmN3+QAAAFbKTb1T6cWK3OUqzUzS6nVod6XObzcsnlEvV0YAoHKBD1pTjt+iclCXQCBgXiv2+/01TW9U7WCQtaDWQTK5cYDCG6hKpYtspuz8eSiN00gLFTbGSu8yzA2CTU1NNbxelcj9cR85cqSizxiGoX379ungwYNNrBnQ4jZukt7328XfO3VS+suP57306InMnGXNlJjPlFOM3eUDAABYLXfO6UovIOQu14h5sluhDu1u3tFT9PX+pdOW1wUA1rRb39D81I1v2SPdentzy0DdDMPIm04oEAisunypUV3BYLCmaYlaWSKRqGqQSu7nsvbu3Zv3Xu7+rXbdtdQFlSHAZqFao/G5wa16I/qFw3OPH185eqaY3HIr7fDt27fPzLMLdLRf9kuDJUasfvoeybh49/FXK/tJ1u2BEjdG210+AACA1fbv32/+XWnGkOxFCpfL1ZD0jK1Qh3Y337Ox6OsDOmd5XQBgzbvrI9LlVzRn3ZdfIf3BRHPWjYYqvEZc7hqwXQNH7OLz+aq+lp+dXsrlcq3Yny6XK++mqlgsVtE6DcPQ6Oho0brkZtgr9n4ymeQ8swwyja8x9eZXdblccjqddQXqKvlsPB5XIpFQNBqtuZxa/eAHP9Di4mLZ5RwOh3p6MncxXnrppbrsssskSYuLi0qn0xWXt27dOnV35/+UlpeXde5cdR21np4edXXlx7yXlpZ0/nzpuQIKORwO9fb2rnidbWruNi0vL2t5eVkLCwvFP9Tdo3W/+hvq/tP/sfK9kyekT/2F9MH/pqdPnFPyTPE7axtt5rT09IlFvaw3bW7Tc2el5BlLis8rPxdtr7TV2p6k0u0vx1rYpnb8ntp1m5aWLubaKtf+1so2teP31K7btLCwUFEbXG2bjh07ppdeeqmiunR1dam7u1tPPvlkVduAtcHpdMrj8Sgej+vw4cMKh8OrLp+b8icYDJZdfywWK3qRxMo6dLyFBc1tGiz6Vn+3w/LqAMCaN7hV+tTnpHe+UZpLNW69A4OZ9Q5WP6UNGmd2draiOdSKzSNb6nOGYeQF5HKvcc/OzlY8ldJakkwmtXv3bt1///0V7c9kMqmJiUxwudS54MGDBxWPx2UYhoLBoDweT9l1ZwfBFFtudHTU/HtqamrF+er09DSpyMsgwGahwuBYLZM9NiIn7Z49e8xht5UMDy1cppIgn8/n0/33319HLWtXy8SLd911l/7wD/9QkvTss89WFKDLuuSSS3TJJZfkvXbu3DkdPXq0qjoMDw+rr68v7zXDMCq+8CNJvb29Re8qYJuau01nz57V6dOZ1DKFFxSzum7xaOSTf651J+ZWvvlXn5De8wH96zFJKt7xb4Z/eXZer3W8ZG7TQ01ODVmq/Fy0vdLKtT2t0v6y1sI2teP31I7bNDc3t+KcZLX2txa2qR2/p3bepqWlpYra4Grb9NGPflQf//jHV7yHzhQOh807e2Ox2KopF7MXPNxut/x+f8nlsncLZy8mhUKhVeembkYdKtGO856scPwFzQ+9rOhb/eu5LAIANdm+Q/rsP0nvfrt07Pn613f5FZng2vYdjahdx8j9f3xursg1pwrlXu+t9NzA5XKZNwhJ0uHDh0uel/h8Ph08eNC8bpubLjKZTBa9Eanac5TcTG2VfLbZ50DZFODDw8M6ePDgqud28Xjc3DfhcDgvfXgup9Op6elp8xxzdHRU09PTJeMMwWBQiUSiZHrOPXv2mKknw+Hwiu/v8OHDVffjOg1nkhZqlY5Lbl7bSiZcLHf3ZKFAIEBqSKDA8sZNmn3bL+nSv/nEyjdPzkt/9Qkdu/13La3TQ9qq76aH5DjqkEPSUuWDExriBW2wtkAAAIASXC6XedHH5/NpZmamaHA2EokoFovJ6XSWzdYRj8fz7tQ+cODAqgG2ZtShlNy+ab1ZUtaEF36s+aHiqcwGtnBOCgA1275D+tI3pT8alz5/uPb1vGVPJi0kI9dKyr2GaxiGZmdnV1yzPXr0qH7hF35Bb3/723XZZZeZo8KGhoaKXqdNJBKanZ1VIpHISze4b98+BQIB8zykVLBHkiYnJ+Xz+RSLxcxATW6QJplMKhAIaGxsTF6vV+Pj45qYmNDExIRGRkY0MzOjoaEhs6xkMmk+Dhw4YK4nGAxqdnZWLpdLO3fuNANK2W1IJpN587gdOHBATqfTTKWdXX929Nfk5GTedvh8Pu3du9fMKlCv7Hma0+lUJBLRvn375PP55PV6tWvXrrztnZycVDweNz9Tbm5dl8ulo0ePat++fYrFYhoeHtb+/fvl9XrlcrmUTCYVj8cVCoXkcrlWTT+eLdPn8ymRSCgQCCgUCml2dta8xl/LIKFOQoCtA7lcLvNgpgsHltUOHPF43PxxlhOPxxWPx0tGxYF2sm7dOl1yySXmHUKFaawKpd6yR0Of+1utO7lyqFj6U3+hF8fGJUsz1Dh0Xg7J4sBa1ktar3RacpCVpybr1q3TwMCA+bxc+wMaad26ddq48eJcNrQ/WK2rq4s2iIbzer3mRaLR0VGFQiHzAlE2DU8kEpHH4zEvmKym8P1K5q9odB1UcEEumUyuuBgXCATMi2jZ9eVeuGoLLx7T3NZXFn2rfxMBtnaS7aPlPges0rHtb3Cr9LFPSm/xSZE/lb79jco/+9pbJP8HpVtvb2YN20J2Pq/C/58LnycSibxsZIZhyO12Fw2y+Hw+83pv7nqyQbGsUjf9ZEWjUSUSCR06dEjhcNgM7GRTP2ZTGerCiH5duGEoGAxqz549ecGuYDBoBvucTqdZr2zARxfSFmYDhgcOHCi6vC6c4+jC+VU0GlUymdTY2FjRZePxuLmecttbztDQkA4ePGiu3+/3y+/3KxaLaXJyUocOHVIymTS/z507d5bNdFAoGxjLntsdOnRIBw4cMNfp8XhWHQmXy+v1amZmRqFQSIcPH1YkEpHb7dbevXurqpPD4cjLKuLokAt+jnQ1EyqgLvF43PwRS6p4LotIJJJ3UGvUVzY2NmYGz0oFxMbGxhQIBHTgwAHz4FzqoCxJIyMjq/54g8GgGdirJCJfiUcffVQ33XST+TwajWpkZKTs55iDrTS2qbR6t2ndJ/5Y3X9+94rXz27Yov3R56qqSzv48HUL6svZna3yPakN257YplWxTaWxTcWxTaWtlW2qdQ62t73tbebrjzzyiHbsII1RuzEMw5wHLfcmQ4/Ho0AgUNVdzdn+j8vl0uTkZMUXaxpZh+zFjUoDZoZh1N1XK+yj2f1bOfv3n9b+V/9K0fd+61rJtbHoWwDQFEtLS3riiSfyXrvhhhvKpvxfMx7/vvSFqPTdaemRh/PnaBsYlG56jfSqUenNPmn7jXbWFICFmnXss/u8s02O3GtD4WSNq038WEoj7yKcnJw0O3yFgbFEIqFgMCi32y2v15s3cXapSSezdyM0YhhtPV75ylfW9SMqdhGmWl1dXSvmDKlFd3d3Q06w2KbibNmm9/6m9Nf3SPP5KWOXeurfnrWoq6dPfWV2HW2vNLapNLapOLapNLaptHbdpm3btmnbtm11rwvtx+l0mnca1ysUCpl3attVB+6pleZPnC75Xj9XRQCgsbbfKG2/K/N3Oi2dOiktLki9fdKmzaSxAdBWOJW0UCOCY6WCW7UKhUIKBAIKh8MKBAJm/v2dO3fmDd/Nzctf7K7LRCKhSCSiVCq14j0AObYMSO/+Del//6+8l7vPLdpWJTt1c14NAACAJps/U3oELQE2AGgih0PavEXSFrtrAgBNwWQFFioMjlU6mXTuBNTNyIPvcrkUCoU0MzOjVCqlVCqlycnJvJFouXXITXOZ5fP5ap5gG+g4v/b+TKAtR9+ZE9p4ogMmmM+xsUt56SEBAACAZphbKj6Kb+PCKfVyPgoAAIAaca+WhQqDY7lBq9Xkzo9WzwSLtcrN+a8Lef9zZVNJ2p0aErBa4XwyxeaKKarfmQmy5czF5pB01cx39MRrbm1WdVe4qk9602UXn3/pBelHC5YVr6s3kBmiHjW3P6ABaH+wG20QQDXm1VP09S3nTkvaZHl90Dz8/wA70f5gp3Q6nZcW2uFwmPOwAlbo1DZIgM1ibrdbiURCqmIEW+5yu3btalrdSsnWVxfqXxgojMViSiaTVf9gfD5f3vPx8fGa5icA7HLu3DkdPXrUfD48PFz5/DLv/g3pU38hnZw3X7r2P6YtDbC9cnPmkZU8bW2A7Zr11pXVjupqf0CdaH+wG20QQDXm120o+vpAujPTtLcz/n+AnWh/sFM6ndbCwsWLOn19fR0R3EDr6NQ2SIDNYh6PxwxYFY4MKyV3Oa/X27S6lTI5OWn+vX///hXvh8PhitcVCATM7RkfH89LN2nH6DzANgOD0q/+uvTxCfOlm/8lqvie37esCu7+/Oc390vx45YVv6J8AAAAoOHSac1tKD73T/+64qkjAQAAgEoQYLPY/v37NTGRuaA+PT1d0WeyATmXy9WwIFQwGFQkEtHOnTsVjUZXndvt8OHDZvnFAnzVpIbMLWfXrl2klURne88HpL/+hHTyhCTpyqe/L9cj31DypluaXvTIRumKghFkV66XXBuk5JmmF1+0fAAAAKDh5lKad15e9K3+Pi6JAAAAoHYkAraY0+k0g0rZwNVq4vG4+XcwGCy7fCwWy0vpWEwymdTExIQMw1A8HteBAwdKLhuJRMy54qLRaNnyAVTBOSS9K5D30m2xj1lS9G1bq3vdqvIBAACAhnrhmOaHXlb0rYFN3PEFAACA2hFgs0E4HJbT6ZRhGIrFYmWX1YW5z/x+f8nlDMPQyMiIfD6fRkdHzVFyxQwNDeU937q1+JVuwzDMoN74+Ljcbveqda1ENlinKuagA9rae39T2nRxIrQdU/8s99fKB9/r4e6Xbtxc/L0dW5qfuvHmLaXLBwAAABop/eIxzZUIsPUPbLK8PgAAAGgfBNhs4HK5dPDgQUmSz+crORdbJBJRLBaT0+ksO3osHo/nrWe1UWlOp1Mul0tOp1N+v1/j4+MrljEMQ6OjozIMQ+Pj4wqFQlVsYWm5QbXcYBvQsQa3Su/KD56/I3ynBo4/15TiBrqldxTPkHOx/MszyzXLYlpaZroLAAAAWGBh9rgWNxS/u6t/fY/l9QEAAED7IMBmE6/Xq8nJSTmdTo2OjioSiZjvGYahQCCgQCAgj8ejo0ePlp17rXAOtXLLT05Omn9n00omk0nFYjEFg0ENDg5qdnZW0Wi0ruBaIpFQPB5XLBaTz+fLC6odOHBAExMTisfjisfjBNzQud77W9LGi3fPbjoxK/8fvF0bTzR2lOfGLsm/TdpUJni2qTuz3MYm/Q/x6Enpc8ekNEE2AAAANNn83MmS7zXzpjIAAAC0PwJsNsoGz0KhkMLhsAYHBzU4OKjh4WHNzs5qcnLSDMJVsq7sSDSXy1V2xJvL5VIqldLIyIgOHDig3bt3a2RkRPv27VMikVA4HFYqlZLX661rG30+n8bGxuTz+RSPx+V0Os2HLgTZsstUMicd0JaGLpF+eV/eS1c+/X194ENvbNhItoFu6QPXSldWOM3EleszyzfrosO/paTJ481ZNwAAAJA1d/pcyff6CbABAACgDpxO2iybpnG1+dUqFQqFqh5tNj4+XjRFZKPMzMw0bd1AW3nfb0t/E5HOnDZfuvLp7+vO33yd7vvtP1PidW+tedXu/kzax3Ij1wpduV66c1i675iUmK+5+JL+6UVpyzrpdYONXzcAAAAgSfPnlou+vvHsKfV0MQcbAAAAascINgBoBVsvlf7z+1a8vOnErN71P39Z73vsixrZWN0qRzZK+7ZJ77qq+uCaWX535vPvu1o1lf/2y6W+Vf6nif5Y+t6J2uoGAAAAlDO/vK7o6/2LpVNHAgAAAJVgBBsAtIp9vyN95qB09syKt3aEflc7vrZbz2uDEvPSD89Kz56RTufckLuxS7p6g3TN+syotSsqTAdZiR1bMo/nz6rq8q/ok8LPSOeLzLmWlvTpH0m/fk31ATwAAACgnLnu4ifF/csLltcFAAAA7YUAGwC0iksuk/7ze6VP/p+V7714TPr7v9IVv/Z+venCNYJ0WlpYlpbSUrcjM1LM4WhuFa9Yr6rLv2GT9J+vlP7mR5mAWqGltHTvM9JvVTFHHAAAAFCJ+d7NRV/v7yqeOhIAAACoFAE2AKhRT0+PhoeH857Xbd/vSp+5V1o4u/K9yMekd75b6stEoRwOaX3xjDeWqKb8m/ulk0uZ+dyKObucGeX2O9dKQ70NrWbbakr7AypE+4PdaIMAKrKwoPktW4u+NdDLjBntiP8fYCfaH+zkcDjU19eX9xywUqe2Qc4oAaBGXV1d6uvrMx9dXQ04pF56ufRL7y3+3rHnpUN/XX8ZNvmZIWms+PUNSdL8knTPM5lAHMprSvsDKkT7g91ogwAqcvwFzW19WdG3+jf2FX0daxv/P8BOtD/YyeFwqKury3x0SnADraNT2yBHegBoNf7fNUeprRD+qLSwdueLeOOl0k85S7//4qJ08JlM6kkAAACgHukXfqz5wRIBNmfx1JEAAABApQiwAUCruexl0i++u/h7P35Oin4683c6LZ2Yl2ZfyvybLjbDWRPVUL7DIXlfJt20yvWMH56V/upZ6bzFmwMAAID2svDScS1uKDEH2+aNltcHAAAA7YU52ACgFQU+KH32L6XFIqPVJv5A+qd/kH7wPWkudfH1gUFpx6ulV49Kb94jbb+x8fV6/FHpC1HpO9PSo9+pqfx1DuldV0n3/FA6eqZ4MY+dkj77nPRLV0pdnTGiHAAAAA02P3dSuqr4ewM9nGQCAACgPgTYAKBGS0tLMgzDfO50OtXd3aDD6uVXSHt/Tfqb8Mr3Tp2UvvX1la/PpaQHv5Z5fOJPpF2vlwK/J916e/31eeDLUvhj0pEHSy9TRfm9XdL7tkn/52np+RIZL6fnpS3d0lsvL/5+Op1JJbmUlrodUl9XZoScVewuv6ntDyiD9ge70QYBVGLuVOnU6v0cMtoS/z/ATrQ/2CmdTmtp6eKk9t3d3R0zBxZaQ6e2QY7yAFCj8+fP66WXXjKfb9mypbEnz4EPSn//l9K5c7V9/siDmcdb9kh/MCENbq1+Hanj0ofvzIxaa3D5G9dJ/m3Snz0lpZaKr+Jrs5mLH7de+OhzZ6WH5qWnz0g/OiudzpmrbWOXdNV66doNkrtfuqLENHb1sLv8XE1vf8AqaH+wG20QQCXmF88XfX3j2ZPq6WIOtnbE/w+wE+0PdioMbqxbt64jghtoHZ3aBjnKA0CrmktJ3T21B9iyPn9Y+vd/lT71OWn7jso/99gj0nveIR17vmnlO3ukwDXSnz8tnSp+/UOff0GaOyc9c1ZKlkgpKWWCXU+czjzixyXXBmn3JdKNDbh28ugJ6avH7SsfAAAA1Zs/X/yiTv/ZE5I4SQMAAEB9uuyuAACgiMcekX7p56UzpxuzvmPPS+98Y2YOtWrKrze4VkH5l/dJ+7ZJvavc1PIvqdWDW8Ukz0gHn5H+5kfSqRIj5Mo5tZT5/L3P2lP+atJpaTHdpTPpdVpMdymdbnwZ5co/e146uZT51+ryAQAAypnrKp5SoP/8WcvrAgAAgPbDCDYAaDWp45mRY3Opxq53LiW9++3Sl765erpIG8q/doP0a1dL9z4jLZdcQW0S89LM6Uw6yiurSNv43Fkp8ow0V2dwrNbyS9Upm6Ly2bO9OqOXm+9teDqtqzsoRSYAAEA5872bir7e7yiROgEAAACoAgE2AGg1H76zcSPHCh17Xvqjceljn2y58l+5WfrFK6W/e67xxc4tSR9/WvrAtZUFuZ47m1n+dIOifdWWX6h4isr8IX9nlh2kyAQAAMhKpzW/aaDoWwM97T8fCAAAAJqPFJEA0Eoe+LL0hWhzy/j84Uw5LVj+rgHpDZc0p9jTy5kRaeXSNZ5ayizXqOBateUX1sXOFJV2lw8AAFCzuZTmBi8v+lb/xh7LqwMAAID2Q4ANAFpJ+GPWlBP509YsX9ILi80rdm5Juu/Y6svcd6z+tJD1lJ/13FnpI0czKSbrkZjPrOe5Kqcasbt8AACAeqSPHdP80BVF3+vfUjx1JACgsZi7G0C7I0UkALSKxx+VjjxoTVnf/ob0+Pel7Te2TvkXUhHWG9ApJzGfmSNsx5aV79ldfpbdKSrtLh8AAKBeCy+9pMWhVxZ9b2Cw3/L6AECnYO5uAJ2EABsAtIpmp2YsdPd/k8Z+IfO3Q9JXvmBt+V+IStvvynvpq8etKfqB2eIBLrvLlwUpKu8cljat8r+/3eWvFem0tLAsLaWlbofU1yU5mM4FAICWMTd3Qhoq/l7/elJEAkCjMXd34wQCASWTyao+k06nlc4ZIuhwOORYpZM6Njam8fHxuurZziYmJnTo0CElk0kZhiGXyyWn06m9e/fK7/fL6XTmLSuJ/dmh2uASFwC0ie9MW1ve1yczD7t8N397nztb/TxftZo5LT1/Nv9uObvLz7IiReW7riq9jN3lV8qOABd3YrYOApwAgHLmT5Y+sevnSggANMypC/28WrLBJM9IyWcyfah3XN4eN2M2QjwezwuwuVwuud1uDQ1l7hxxOp0yDENTU1NKJBJ5n73tttt03XXXaevWrZqbm5MkJZNJTU1NyTCMvGUJCK0Uj8fl8/kkSX6/X7t27ZLL5dLs7KySyaSi0aiCwaBCoZDGx8eVTCYVDAbZlx2MwxYAtIJ0Wnr0O3bXwlqPPJzZ7gtXxR9qcmrGQn//vOTaePF58rS15SfmpTcVBGHsTlFpd/nl2BXgasU7Me0OMKXT0mK6S+fl0DqlLZlLoZUCnK2w/+0OMNpdBzvaIIC1Zf5s8TuGNp6ZV08XKSIBoBGeO5vJVFLvTZqJ+cyNqP5tTCsgSbOzs5Ikt9utaDQql8tVctncUWrDw8P64he/KEnq6+tTV1dX3rKJREI+n0/JZNIso1WNjo6W3fZGCwQCikQi8ng8ikajeaPUsvx+v5LJpMbGxnTkyJGqRxo2ih37B8URYAOAGjkcDvX29uY9r9nJE9JcqjEVWyvmUtKpk9LmTKTlaYtGj2X98GzmYZenimyv3Skq7S6/FLsCXK12J6bdAabc8p8926szern53oan07q6zQOcrbT/7Qow2l0Hu9oggLVp7nzxc/P+MyckEWBrVw3towFV6rT2x9zdzZNNSTg9XT7TUXY0W/bvwqBaLrfbrenpaQ0ODtoWGKpU4ci8ZotEIopEInK5XJqcXD3bk8vl0szMjEZHRy2vZ5Zd5ZazWvtrVwTYAKBGvb29jbtT5NxiY9az1iwuSNqidDpzsbaTPHla+tBj0kCPNNAt9XSRIrOQnQGuVroT0+4AU/Hy8y8WnFl2tG2AszX3v3Xlt0Id7GqDANa2eUdv0df7lyy+qwuWamgfDahSJ7U/5u5unmywLBgMVv1Zh8Ohvr6+VZdxOp0aHx835w1rRYWpLK2Q3d+hUKjiz9x///0aHBxsYq2Ks2P/VKKrq6ts+2tHnRdSBIBW1FP8AkDb6838x7uw3PgT87VgIS29sJi5IPz9k9aW/cBsZhRI9vE1i7NDlAuaPHdW+sjR+lNWJuYz63muigBu9k7MRs1Fl70Ts5o66EKn9W9+JN37bPXBz+QZ6eAzmc+fqnE77Czfzu8/q5P3f6vUwe7yAaxt8z0bi74+oHOW1wUA2o0Vc3d3qmzqxj179jStjL179zZt3Y0Qj8ctLS8Wi5lBK4/HU/HnssFKq1m9f7A6AmwA0Ao2b5EGLL7rpatLutYlXTeS+dfqYdwDg9KmzNCCJebOsdyROelPn7r4ODJnbfmrpee0M8DV7DsxK73Qb3eAqdMDnJ28/1ulDnaXD2Dtm9s4UPT1/g4dEQEAjWLV3N2PnmhuGa3KMAw5nc6i8381itvtNstqReFw2NLyclNCVrvf9+/f34Qarc7q/YPVEWADgFbgcEg7Xm1tma/7Oemr35Hufzjz70/9rLXl3/SazHZL6m7v1PQo4tkzUrpIYNXuAFcr3Ilpd4Cp0wOcnbz/W6UOdpcPoA0sLGi+f2vRt/rX91heHQBoJ1bO3d2JksmkJalGnU5nS87DZhiG5SO0sqMGVcPcZk6n0wxYWsGO/YPVEWADgFbx6lFry3tVQXk2lt/XJW20+H+kdZJeuSkzP88rN/EfotVOL0vPLawMstkZ4GqFOzHtDjDZXb7dAU67t9/u8luhDnaXD6A9pF88pvmhK4q+19+/wfL6AEC7sGPu7k4zOztrSYDN5XLlBZZaxe7duy0vM3d/HzhwoOrP79y5s8E1Ks2O/YPVkRwBAGq0uLioZ5991nx+9dVXq7e3jrnU3uyTPvEnjalcpeW1SPkOh3TV+sxcZFYZ2ST5r7n4/C+etrZ8SH98VNq4Ttq2PvNwVDA3W70S85K7X9qxZeV7Vt6JWax8WRRgetdVpZexs3yrApylvn91+P5vlTrYXT6A9rDw0otaXH9N0fcGnP2W1wfWaXgfDaiCFe3vfFqas3EqyQdT1pb3jZR0W/EByU030COtsynbzq5du2r6XDqd1sLCgiSpp6dHXatMBbJz586WShFpGIZ8Pl/VI8gaIXd/x2IxRSIR+f3+ij8fCASaHqy0c/9Uanl5WefOXTxAlWuD7YIAGwDUKJ1Oa3FxMe95XbbvkHa9XjryYP2VK+e1t0jbb2yp8q/dYG2A65r1+c+tLn+0PzN6bm5Jmj0n/ZvFHZVWcfq89PipzMMqxQJcdtyJeUVBG7Q7wGR3+XYHOO3efrvLb4U62F0+gPYxl5qXXlb8vYH+zVZXBxZqeB8NqIIV7W/unPT/m2n4alvWN4zMww7/fUQasiE+X01gp1A6ndbycmWpIErN4xWPxxUOh5VIJMygkcvlksfj0f79+8vOURaJRBSNRvPSTzqdTu3cuVOhUEiHDx9WOBzW9PS0dCElZqnA0cjISNEyUqlUQ+eo83q9cjqdZsAxEAhocnJS+/fvryj9YzUpIqvdv62wf6pRaftrJwTYAKCVBD5oTYDL/0F7y3/fb6946eZ+KW7RBXYpc4HVzvJ3b70YYEmnpcRc41OiobhiAa6HmnxRv1BiXnpTQYDN7gCTneW3QoCzk/d/q9TB7vIBtI/5E2dKBti29DD5LwAAhbIjpOLxuDwej6LRqBk4isVi2rdvnyYmJhQOh4sGAZPJpMbGxuRyuRQKhVYEnWKxmEZHR5VMJvOCP0NDQwqFQubzYDBoBpPC4XDRdJnNCB4dPHhQPt/FTEuxWEyxWExOp1Mej0e7du2Sx+Opeb61Wvdvq+wflEaADQBaya1vyKRO/EK0eWW8ZY906+32lS9Jsc9IP71b6uszX7pyveTaYM1F9pGNKy+u21m+HSkyr98o7dt28fnBZ6QnOyhF5qefk67O+Q4eP2lt+U+ckl5alLodUk9X5m87A0x2B7jsDnDavf12l98KdbC7fADtZf5M8fxpG0/PqadrwPL6AADQypLJpEZHR2UYhsbHx/MCOrowwsvlcml0dFSBQEAqMtJubGxMTqdTk5OTRcvwer1yu90rRl1lA1hZLpfLDCB5PB5L5qPL1i8UCikYDOa9bhiGGWzL8ng8CgQC8nq9Fa27nv3bKvsHpbV/EkwAWGvu+oh0efFJ2et2+RXSH0zYV37WV74g/fo7pbP5V1Otyq1eqhw7y792gzVlZ123Qertuvi4zuLy7fbjBWlq7uLjxHlry3/6rPQ/Z6QPPyn9t/+Q/vQpa8v/7PPSfT/OPD73Y+nvn7e2/L97Too+n3kcfl46Mmdt+d+ek/7+uczj0PPS3z5nbfmffyEzf8W3DOnbhvSlF60t/+uzmYBW7uNfLZ7fvDAVpB1BVgDta26peFq2gdMW/4cDAMAaMDY2JsMw5Ha7VwR/stxut8bHx6ULo6hyxWIxJZNJMzhUisvlqisFZrONj48rGo2WHQEWj8fl8/k0ODioeDxedr317l+0NgJsANBqBrdKn/qcNDDY2PUODGbWO1gmitSs8gt9fVJ6zx3SyRPmSzu2rEzd2GjuC3OfFWNn+Tc3udxi9bCzfNjrmbPSv6Yyj6+nMs+t9OyC9KCReXzTyMxFaKX5Jenf5zKPbxnScwvWlv/YKSn640xw77PPS9+3eATlt+akjxzNf3zL4mvO9x+X/svjmQDzH/xHJm2jlX5ocZsHYK059RR9fcs5i4bKAgCwRgQCAXO+tP3796+6bPZ9wzA0MXHx5u3sqLXsvGqryU3D2Iq8Xq9SqZTC4XDeyLFiDMPQ2NiYIpFIyWUasX/R2giwAUAr2r5D+uw/NW4k2eVXZNa3fYc95Zfy7/8q/dpbpbmU+dI7LpcGmpTAeKA7s/7V2FV+NkWlFVZLkWlV+QdeLn3gGunNl0k/USLgCaB9pSWdWZZOnc+MID1ffLBJ0zx7JjP/JYD2dKK7+EnNQHrR8roAANCqDMPICw6VS3nodDrNlIThcNh8PZv2MRKJ5KVSLGbnzp1lA1etwO/3a3JyUul0WjMzM+bcaMVSMgYCATNtY65G7V+0NuZgA4BWtX2H9KVvSn80Ln3+cO3recueTFrIciPXmlX+T98mPfRt6VSJIRoPHZF++Rekv/oHaeul2tQt+bdJH39aOr1ce7GFNnZl1rupzP98dpZ/21Yp+WzjylytHLvLX79Oun5T5nFyQPreE80vFwCyTi9LC8uZYxGA9jO3vvjQ/IF1DTy5AwAbDPRI/32kggWb5DPPSUctHAw8vEH65SutKy/XQPHB0G3l8OGL13rcbndFn3G73Uomk+aoLF2YCyzL5/PJ5XLJ6/VqbGxsRTDN6XQqGo02pP5WKUxtmUwmFQwG84KJ+/btWzGCr1H7F62NEWwA0MoGt0of+6R0b1R67S3Vffa1t0j3xjKfrza41sjy//ofpb/7J2lwqPSy3/+u9EtvlI5lJoK6cr30gWsbN5JsoDuzvivXV7CwjeV3aorMbkdzywSAYkpM0QRgrUunNb+l+HnnlvXcYwxgbVvnkIZ67XuMbLR2e0c22ret6zqgn5pN7ShJQ0OrXLPJkTuCKxsEKpxbLJlMamJiQmNjY3I4HBodHS05ymstcrlcikaj5pxpkpRIJFZsX6P2L1obZ5cAsBbc+obM4/HvS1+ISt+dlh55OC+1ogYGpZteI71qVHqzT9p+Y+uUf9NrpL/9J+lX3yK9eKx4GU8+Lv3iG6TPfEG66hpduV66c1i675iUmK+96u7+TFrGciPXCtlV/jsul2ZON2dOqkpTZFpdfl9XZoRfI0cMlrPOIbm3SI4LnabHTkrz560rH4D9CO4D7SltpDQ/WPyEZ2CTRfmwAaBN3dwvxY9bV16zbwDtdLkBnHg8bqZ6LCcbBMoNGo2Pj8vlcikYDK4IDGWDT5FIRF6vt+VGsMViMbnd7qLpH1cTCoUUj8fNwNrU1FTeSLVG7l+0LgJsALCWbL9R2n5X5u90OpN2cXFB6u2TNm2+GC1oxfK33yh99svSu94sPV8iD+EPk9Le26W/+YI0fL02dUvvuipzUv3AbCbwU6mRjZlUhKVGa1XCjvI7MUWmwyFdtV56oor9W6+RjdIvXXXx+ZdesLaj+LOD0n/aKp1blhaXpf/zw0y6Oqusk/TKTZIcmZ/yY6ckK+OL6yTt2Cx1XThkPHlaOmlhBbask16+KTMPWDotffeEtdvvkDTULaUd0vKyNHc+UxdYZ2NXJrgPoP2cfeFFLa7fXvS9fucWy+sDAO0kO3d30oI0kcXmDkdjGYZh/u33++ue98vr9crr9Soej2tyclKJREJTU1N55cRiMY2Ojq5Ip2inQ4cOaXZ2Ni8NZKVCoZDGxsYkacU2NXr/ojURYAOAtcrhkDZvkWTThYJayh++Xjr0z9IvvzkTTCvm+WelX7xd+vQXzFFwO7ZkHs8/9qQSTzynH67bomcvHdbpzU7zYxtPGrr6xaO65vwJuW+4Sldc27jE9FaXn01RGXmmMSPJBi4EzapNkWll+ddusDbAdk1BXay+E/OnnNJgTk7/a6wOMG6S3nvNxed/8bT15b9728XnVgc4f9Ipvemyi8+t3v4bNknvt3P/b5DeffXF52lJn3rWmgslWVf2SbdfIi1LWk5Lky9JP160rvyrNzT/nhQA9pifnZOcxd8bGBqwujoA0HbsnjscjeNyucxRVrOzsw1br8fjyZt7LZlMKhwOKxKJyDAMczRbLQGtRCKhAwcONHwU3MzMTE2f27lzp/l34T5s1v5dTbP2D0ojwAYANVq3bp0uueSSvOeowFXXZIJsv/Jm6YnHii/z0gvSf36j9Kl/kH7iZumBL0vhj+mKIw/qTRcWSUta2LBZSz196j63oL4zJ5V3rXTX66XA70m33l5/nW0ov9NSZNqdasTuOzHtDjDaXb7d37/d2291+cMbV/4mXRutDbDduFl6Vc738PyC9GML20DhdwCgfcyfOFkywNa/odfq6sBi9NFgp05pf9m5u+vpJ5az2tzhKM3hcKi7u9v8uxy32614PC7VOd9XIBDQyMhI3pxkuVwul0KhkAKBgMbGxsyAWy0BttnZ2abMTZbdD9VyOi+edBSmmGzU/q1Gs/ZPJXLbnypsg+2AxCgAUKPu7m5dcskl5iP3PxGUcdnLpL/9f9KOV5deJjUr/eefl37lLdL7fNKRB/Pedkhaf+akNs8f1/rC4JaUWf59XumD75VSNV61TR2Xfvc9tpWfTVH5vqurn0x6ZKO0b1vm89UG1+woPxvgskKpVCNW3SFZrJybLZ5boDDAZHf5dn//dm+/3eW3Qh3sLh9A+5g7XXw47MZTc+rmCkjbo48GO3VS+3vH5ZlMJc1QydzhKM7hcKinp0c9PT0VBTcCgYD5d3YesUrlLj87O6tDhw6V/YzL5TLTJNoVBColO09cLZ/L2rt3b957jdq/a0Vu+6u0DbYDTi8BAPbYeqn0mS9KN7+29DKnTkrfeKC+cj5/WHrT66THH63uc489kvncF+ocVl9r+Tl2bJF+81pp3PGkPE9+XS8/+pA2njTyltl40tDLjz4kz5Nf17hjRr95bePu+LOqfDsDXMq5E7OZSt2JaXeAye7yZfP3b/f2211+K9TB7vIBtI/5c8VntRw4lbK8LgDQrrJzd29s8JXlSucOR2O4XC55vV7zeSwWq+hzhmFodHQ0b46xRCKR97yUbErF3NSKuYaGhvLKKZRMJleMFGsUn89X0TbkygYWXS6X3G533nuN3L9Zdu4fFMfhCgBgn36n9Nf/KPn3St/6evPKOfa89M43Sp/9J2n7jvLLP/aI9Es/L8016EJMteUX6pAUma2QauQdl0szpxsz91yhcndi2j2Xgd3l2/392739dpffCnWwu3wA7WEuXTwlW//iKcvrAgDtzO65w9EYBw8eVDwel2EYCgaD8ng8eWkPi9m3b5/8fv+K5fbt21d27q+pqSnpQvrEYkZHR/OWLVxuenpau3btKrtdtUgmk9q9e7fuv//+svsgu/zExIQkmSPzCjVy/8rm/YPiGMEGALDXps3SJ2PSf/r/NLecuZT07reXT9eYOi695x2NC65VW35hXWxMUWlH+XanGrHzTkw7R9C1Qvmy+fu3e/vtLr8V6mB3+QDaw/y64ldm+5cXLK8LALS77Nzd9Z7Dufsz6yG4Vr3cUUzVjr7ShTnEpqen5XQ6lUwmS46cygoGg0okEkUDSrFYTJFIZNXygsGgOSdbMXv27DH/LlbG4cOHa5q7rRIej0dDQ0MaHh4uO9osHo+bwa5wOCyPx1N0uUbuX9m8f1AcATYAqNHy8rIWFhbMx/Lyst1VWrvWb5A+8VnpDW9tbjnHnpf+qPiku6YP35lZzq7ys+xOUWlT+a2QaiR7J2ajAj0D3Zn1VdJZtDvAaHf5dn//dm+/3eW3Qh3sLh/A2jffVzyKPtDFuXonoI8GO3Vq+7N77vBOEY/HzUc2kJU7mkkXRlR5PB7dc889ikaj5vLl5vNyuVw6evSovF6vksmkhoeHNTExYc6TlkwmFYlENDIyokQioenp6aLrGR8fVygUks/nyyvTMAwzIGUYxqqj3JxOp/l+IpFQIBCQYRhKJpMaGxsrObKrXtlyJycnFQqFtG/fPjkcDvl8Pk1MTCgWiykWi2liYkJjY2MaGxuTJEWj0bIBrUbtX9m4fyqRTqe1vLxsPtLp4mm7240j3Slbirb16KOP6qabbjKfP/LII9qxo4YUbECVFhYWdPToUfP58PCw+vr6bK3Tmhf/khT4xeaXc29UuvUNK19/4MuZ0Vp2lZ/V6BSVkjQwaF+KzGrLl/TcWftTjZxaku47Vl/KQnd/5oJ+NZ3F585KH39aOt3A/vjGrsqDfHaXL5u/f7u33+7yW6EOdpe/Gs47gcrY+Vv5nw88pZdedt2K19/+wkP62Z+72ZI6wD700WCnStvf0tKSnnjiibzXbrjhBnV3t0eE6fmzmT7UD89Kz57JP6fb2CVdvUG6Zn2mr8S8uJUbHByUYRhVB08Mw5Db7V41aJMrmUwqHA4rHo8rmUyaZXo8HgUCgaIjtYLBoCSZo9ImJiZ06NAhJRIJs747d+6Uz+ereHRVMplUKBTS4cOHzW3Yu3evxscrvGm5CoFAQGNjY3nzpenCiLzJyUlNTU3l7YudO3dqbGysprrUsn9Lrceq/VOp7E0GWX19ferqunj3bLOOfXb30QiwYc2z+0eEzkXnrQl+8fYVqQib4rW3SJ/9cuuVrwtpGd/0uuaMorv8CulL35QGV5mAyO7yc9gV4Cr06AnpgdnM3GyVGtmYmeep1lR0dgcY7S5fNn//dm+/3eW3Qh3sLr8UzjuBytj1W0mfXVDwB0s6t37Tivd+7dT39eqdNza9DrAXfTTYiQDbSum0tLAsLaWlbofU1yU5VswvgEYoF9wAmq1TA2z8ygAAreHxR60JbknSt78hPf791io/y+4UlXaXn8NMNZKa1shT362qqJGnvqt9s9MNSTWyY+rL+s3g7Rr/wGvlOfQRvfyhr2rjidm8ZTaemNXLH/qqPIc+ovEPvFa/GbxdNx7555rLtHsuA7vLl6RNJ47rXR95j973h16NfO/fqvrsyPf+Tfv+8A6964/fq00nqp+D8Mr10p1Ds3I/8c2qP5vL/cS3dOfQ7Jrc/3bXwe7ygWzapcHBQfPh8/kUj8fXdB1aYbua4bnHntSXvvCv+vhXHysaXJOkR358Qs8/NmN53QCgkzkc0vp10ubuzL8E1wC0m/a7NQIAsDbVO9dXLeVtv6t1yteFFJXNrsfnD0tv8ZVOkWln+YVSx6UP36kdX4hqh6Tnr32lEj/r0w9fPqpnr3+NTm8ZMhfdeGJWVz/5sK75j2m5vx7VFU//IPPGW/ZIfzBR8ai5YuVn98kVkt70N38kSUpLWtiwWUs9feo+t6C+MyeV11d8WpmAbR3lZwJMd8r9/LweuON3NfMTP13xZ0e+92+67f9+TDde6Vyb5T/2iPSed0jHntcOSTum/rm271+S/v1fpU99ruL0pNnyN73nHXrXsefl3nl77ds/9ZXMyM1qy7d7/7dIHbJBdvfT03pgrkcz172q8vKf+q5u6z+nG185WsHSwEWJREK7d+/W0NCQgsGgmcYom84nmz7o4MGDTZvfohl1aIXtaoZHH5zWV+d7lbz2J6Trr1912amRn9RUWnJ9+XvavWVRN97C8QEAAAD1IUUk1jy7h4Gic5F+pMHe9Wbpwa9ZV17/QP4F78cflebnrCv/llulT38+/zW7U1TaXX6unABLMWUDXLlqCXCUKb8qDSq/5gDTWiu/gjkAq/r+1Zg5CGve/mrLVwt8/61Sh4Igt+VB9iI472xv8XhcY2Njcrlcmp6eLhpoikQiCgQCqy7TanWwY7ua/Vs5dXxW933jP5S44adqXof7iW/pHbe8XJu2DlWwNNYK+miwEykiYSdSRMJunZoikgAb1jy7f0ToXHTeGiidlkavXfWCettZv0E68HHp0sulSy+TUrOZAJdV/t+/S9tz5iF5/FHp52u/SFV3+bkqCLBUrQEBllYq344AkyXl2z0HYIXlV739lZavFvj+W6kOdgbZS+C8s30ZhqHh4WEZhqHp6Wm53e6SywYCAUUiEbndbk1PT7d0Hezarmb+Vp77wROKpPo1N3h53esaSB2Tf+iErnzF6qPfsHbQR4OdCLDBTgTYYLdODbDxKwMA2O/kic4KrknS2TPSB98j/fKbpNt3WRtcU5GUmHakyCwmdTxzUb3R7WEuJb377Zn1r2aNlO+QtP7MSW2eP671lQR31kr5ds8BWGH5VW9/peXbvf9bpQ7ZAN8q30VV5R97XnrnGzM3EgAl7Nu3T4ZhyO12rxqEkqRgMChdSLsYi8Vaug6tsF2N9NwPntDHT17akOCaJM0NXq6Pn7hEzz32ZEPWBwAAgM5CgA0AYL9zi3bXoPN8Oiy99WcvPj4dtrb875a4M36NBFgovwnlWzUH4AMl0pPaXb5a4PtvhTrYHeRGRzIMwwwoeTyessu7XC65XC5J0oEDB1q2Dq2wXY106visIql+nd7c2LScpzc7FZndolPHZxu6XgAAALQ/AmwAAPv19Npdg85z6oT0yEMXH6dOWlv+Iw9nUoPmsjvAQfn2lh/+WHPLzor8aWuWb/f+b5U62B3gQ0eKRCLm37t27aroM9lAVCKRUDKZbMk6tMJ2NdJ93/iPho1cKzQ3eLnu+8Z/NGXdAAAAaF8E2AAA9tu8JTM/DzrHXEp6n0/6X/9F+rtPSv/2VenPLLpbvlUDLJ1c/uOPSkcetKb8b39Devz7rVW+WuD7b4U6tEKADx3p0KFD5t9OZ2Wjo7KBKEmKx+MtWYdW2K5GefTBaSVuaO5csYkbfkqPPti4OfUAAADQ/giwAQDs53BIO15tbZnXDEu/+9+k3/2vmce266wtH9LX/ln65J9L//13pV99q/TdhDXltmKApdPLt3sOQLvLt3v/t0od7A7woWMlEhf//xkaGqroM7kBq+np+oMyzahDK2xXo3x13ppsBw/M91hSDgAAANpDt90VAABAkvTqUenBr1lX3pvukH4rePH5wlnpE39iXfnOoUyKxEbPM4TK/O//Jb11z8Xn/3hotaUb738EpZ/1SMvnpeVl6esWjxL4/+6TXuW++LzUnHjNEtibCXIvL2ceP/iuteX/5f+Rvhi7+PyFH1tb/j/+vbR0LpMet6dH+tbXrS3/0/dI7/6N/Nf++h5r6/CFqLT9rovP7Qjwbb/RmvLQ0grTIOaO4FrN1q1bzb+npqZarg6tsF2N8txjTyp57U9YUtbMta/S84/N6IpXjFhSHgAAANY2AmwAUKOenh4NDw/nPUcd3uyzNsD1Zp+95f/dP2Uu7i4sSC+9IP38T0onT1hXfqf753/MPOzy4NesDSgX+sF3rQ9q5XrmqczDLgtn7S3/uWelg//bvvL//lOZh53++hOZwHJvTybQ+KNnrC2/MMCHjmUYRk2fyx3pVes6mlmHVtiuRnnoieel66+3rLzEE8/pTQTY1iz6aLAT7Q92cjgc6uvry3sOWKlT2yABNgCoUVdXV95/HKjT9h3SrtdbM4LhtbesHLlgV/l9fdJV26RXWTyC77oR6RffffH5Z/9Sejq52icAoHFOn5Iefdi+8q0etYm2Njs7a3cVmlKHVtguSXp63RZLy/uhxeWhseijwU60P9jJ4XB0TEADralT2yABNgBA6wh80JoAl/+DrVe+1Sky3/h2ad/vXHw+l7J2BB8A2OmRhzNpejuwA4h8hUGk3BFclap3pFcz6tAK25XrBz/4gRYXF8su53A4zBEfl156qS695FL96FJr58l95tLrdPbMWTm6MnXp6sqfun5paUnnz5+veH0Oh0O9vSvnkFtcXFQ6na54PevWrVN3d/4lnOXlZZ07d67idejCiBq2aSW2qTS2qbRat+n8+fNaXl6WVrkgnX2/UsXWk06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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotting.mse_r2_plot(\n", + " polynomial_degrees,\n", + " train_mse_ridge_list,\n", + " mse_ridge_list,\n", + " train_r2_ridge_list,\n", + " r2_ridge_list,\n", + ")\n", + "fig.savefig(os.path.join(FIG_DIR, \"ridge_mse_r2.pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "de0055ce", + "metadata": {}, + "outputs": [], + "source": [ + "beta_ridge_list = []\n", + "mse_ridge_list = []\n", + "train_mse_ridge_list = []\n", + "r2_ridge_list = []\n", + "train_r2_ridge_list = []\n", + "\n", + "lambda_values = np.logspace(-5, 3, 20)\n", + "polynomial_degrees = np.array([10])\n", + "\n", + "for polynomial_degree in polynomial_degrees:\n", + " X_train = datamanip.polynomial_features(x_train, polynomial_degree, False)\n", + " X_test = datamanip.polynomial_features(x_test, polynomial_degree, False)\n", + " X_train_scaled, X_test_scaled = datamanip.scale_data(X_train, X_test)\n", + " y_train_scaled, y_test_scaled = datamanip.scale_data(y_train, y_test)\n", + "\n", + " for lambda_ in lambda_values:\n", + " beta = optimizers.Ridge_parameters(X_train_scaled, y_train_scaled, lambda_)\n", + "\n", + " y_pred = X_test_scaled @ beta\n", + " mse, r2 = datamanip.evaluate_model(y_test_scaled, y_pred)\n", + " y_train_pred = X_train_scaled @ beta\n", + " train_mse, train_r2 = datamanip.evaluate_model(y_train_scaled, y_train_pred)\n", + "\n", + " train_mse_ridge_list.append(train_mse)\n", + " train_r2_ridge_list.append(train_r2)\n", + " beta_ridge_list.append(beta)\n", + " mse_ridge_list.append(mse)\n", + " r2_ridge_list.append(r2)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "13a65eac", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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TSCTg8/lgt9vVH5fLpakERz3sKyIiIiIialxut1v9Xes5TOZ2Xq+3YfqQW4K+2llZoihicHAQfr8/q7xjPiMjI4jH42vuz7zgMRwOl+xT7v7Zt29f2f0mIiIiIqpUa607QOXRejViIYIgwGazVZVIKvXcc+fOwePxAKsLQR84cECNOTIygkAggFAohFgslnXyqLdq91Wmn//851hcXCy5ncViQVtbGwDgiiuuwJVXXgkAWFxcRDqd1hyvpaUFra3Z/z1TqRSWlpbK6ndbWxus1uyc+PLyMlZWVjS3YbFY0N7evuZ+M8e0srKC3t5eAMCFCxfWPN6IY8q0Xl6nTPUwJuW4mZ+fx8LCQtZjjTomxXp6nRT1MqaVlRVs3LgRFy9eXPNYo44J6/B1Qp2NaWVlBVarFalUKuv+Rh4T6uR1euWVV3D27FlYrda8Y1peXl7znMwSdtTchoeHMTo6CpRRol0pBS8Igi7rfpnVBz1L5UuSBI/Hg3379iESiWiKHQgE1tzvdrshCELJZJsic/aa2+1mGUYiIiIiMhWTZSbKTd5U8uFfj9lS+/btU2d3aTmpyt2mVBJqdHQUkUgEfr8/636bzYZwOAyHw4FAIACPx4OxsbG8CbN62VcKn89X9nMefPBBfOITnwAAnDx5UlOyTbFlyxZs2bIl676lpSVMTU2V1Yf+/n50dHRk3SdJEs6ePau5jfb29rwn6WaOaWVlBR//+McBACdOnFjTTiOOKdN6eZ0y1cOYlONmZmYGMzMzWeNq1DEp1tPrpKiXMa2srODP/uzPcPLkSbVfikYdE9bh64Q6G9PKygo+8pGPqMkopb1GHhN0ep3a2tqx/RoBy2mg1QJ0WAGLRfuYvvSlL+Ghhx4qq99ECpvNBrfbjUQigUOHDpVM/GTOzgqFQiXbj8fjEAQhq9Si2X1Q5FYMqaYM4+DgINxut6ZEGVb7nG/bQCAAh8MBSZI0nc9lzk4Lh8Nl9rq20mlgIYU173WMK/9N+tCHPpR124y4emq2uPVAz+OGmguPHaoEjxtSMFlmonopCxgKhdRkWW65jny0niRh9erH4eHhouVC/H4/wuEwRFGEz+fDzMzMmm3qZV9Rfeju7sZtt90GAHjrW9+qztgjKkY5brq6utDV1cXjhjTp7u7GW97yFtjtdgDgcUOadHd34/7771dnPjX7cXMu3YEX0YNXsQFnFzux8MvXHuuyAts7gU3LdgjpGfRZtCcBiSoRiUTgcrkgSRLi8XjR8xTlvMfpdK658C+TJElwuVxq2cBwOIxgMGhqH/L1SQ8ejwd9fX0IBAIFy0Yqsaanp9XZYPkS/YIgIBgMYnBwsOSsumg0qsYLBoNFE5D14tQ88PR54Phl4OV5YC5jcrHyXrdrA+DcBGztbN64V155JT784Q9n3TYjbrWaLW6mekjSVXvcUPPisUOV4HFDCibLmpBy0qKUA0kkEkXLISYSCQiCoKnGvtYSG16vF6Ojo5AkCaFQqOGuHCRzWSwWtLS0AKtX3Vua5XI6qopy3LS2tvK4Ic0sFot6zCi3iUpRyjArybJmPW6Op7vxDDbjV+gquM1cCnhhDgDsmIAdr0vP4Vacw9WWS2Z2lZqIIAg4cOAAfD4ffD4fJicn8yZ2otEo4vE4bDZbyXOaRCKRdW40MjJSNFlmRB9y6VGCPhAIqBdTulwuzc8rVioyHA7D5XLB4/EgFovlnWEWj8fVMo7KhZX17OgF4PFzgHi58DbKe90Lc0DiHCBsAAa3ADdubL64ueV4tf6NbNTxNlpcRb0l6VJpC9ra2tUkXbN+tqLyVfqeQ82Nxw0pLOlyFkCgqiQSCXUtLwCa156IRqNZNeD1esk8Ho+aCCu0toPH40EgEMDIyIhajtHpdGqut19I7r6YmZnJOnGq9b46evQobrrpJvV2LBaDw+Eo+bxq1ixLp9PqWiflrMtRTGtra961RnLXVCkmc0yZlpaWytq/HFNhHFN+HFNh9Tgmi8UCq9Wqfqhs5jWWFBxTYRxTfo06pksrwDfPtuLZSy1ltZ/plo0ruGfzMrpzmqh0zbLMEtpHjhzBnj17Ku4brQ+JREI9LsLhsDprS7l4LxqNwu12F0zo5LaVea6i9fxIzz7kCgQCavUQVHAeNDo6WlbZx0xutztrvbFi/QsGg9i7dy8EQcD09DQikYiaIMzcJ9XIPZfT6z3g0jLw2Bkgeb7yNpybgPuuArrLuGyZcRnXiLgKLUm6XOstSUdERPXDqM9xWnFmmYly68Zrrd2eSc9FjsfGxhAKhTA6OgqHw4FIJKLOMEsmkwiFQnA6nfB6vVknTtXUv1fkXn2YSCSyypHU27664YYbqvqPme+Lr3Q6jfn5eVy4cAEXLlwoay0SIqJ61dLSgu7ubvT09KC7u1udFVoJq9W6Zr2kSrS2tq75kr0S+d7Ly8UxFcYxFVbPYzo1D0RfBmbLy9Wv8czFFkzNt8C/E9iW8WXYzp07sXPnzrLa0mN/0frjdrsxNTWlrhuWeX6jJHuKVdvIbUup1CEIguZZYHr2IVcoFML4+DhEUaxoZtbIyEhFcbGaLCwlEonA5/MhEokgGo2q53eCIKhJMj3P3/R2ah6Inqj+vS55Hpicw5r3OsZlXDPjosoknXgZEE8Yn6Qzciadoh5KThIRUf1gssxEenz41yNRlSkcDiMQCCASiSAQCKjlOwYGBhAKhdSTtcyyHsXKbGiVO47Dhw9nJcvqcV/paW5uDqdOnSr7Cm8ionq3srKC8+fP4/x5+cy7p6cHW7durSppRkT16dQ88NDx7KvAqzG7LLf3oV3av+wjKofNZoPf79dl9lI4HK4oKaVnHzIJglBV9Y9860jrze12V5wMrKVavdcxLuMaERdNnqQDZ7MREVERVg3bkE5ykzda68pnLtZsxNV2ytV8k5OTmJmZwczMzJqrGjP7kFlyRJFMJuFwOGC327PKf2iVuyB1ve4rPczNzeGll15iooyImsKFCxdw/PhxvucRrTOXluUv2vT6kk8xl5LbvVTlF3hERHqo1Xsd4zKuEXGRkaSrNlGmUJJ0p+ZLb3tqHvj0VHUlJ7GapPv0lLaYmY5eAL54TH5u4pw8Yy33NVBmsyXOAaNT8vbPXayuv0RE1DiYLDNRbvImN0FUSOZ6YnrM6ipX5uLVWL0iMNfQ0BBEUYQkSQgEAprHpsjdN426r0pREmVcKpCImsnCwgKOHTuGhYWFWneFiHTy2Bn9vmjLNbt61TkRUa3V6r2OcRnXiLjNmqS7tAz848vAIyfLW5sNq7PZDpyQn88LeYiI1j+WYTSZ0+lEMpkEypgtlbnd3r17DetbIUp/sdr/fDO2chNqpeSO3eFwrNmmEfdVMel0GqdOnVqTKGtra8OmTZuwceNGtLW1wcIC2WukUiksL7/2ybS1tRVWK3P9VByPG3Ol02msrKzg8uXLuHDhAubm5rLe75aXl3HmzBlcffXVNe1nKYuLizh58qR6e8eOHVz/iEpqtuPm6IXqrwovJXleLn+0p8fYOEREhdTqvW69x3191xJutreZHrfZ9nO+v6FmJOnevX3tY0Yn6R7oL1ySsZYlJ6k2mu1zOemDxw0pmCwzmdvtVhNAWhNMmdtlrutllrGxMfX34eHhvNsIgqCOKxwOlyyBmDv2ffv2rdmmEfdVMfPz82vKkPX09GD79u1MkJWQSqWwsrKi3mbSg7TgcWO+trY2dHZ2wm63Y3FxESdOnMDi4qL6+KVLl7C0tIS2trai7dRSOp3O6jNnApMWzXbcPH7OnDhPTDNZRkS1U6v3uvUe90dSC262mx+32fZzbtxmTNJxbdXm1Gyfy0kfPG5IwW8NTZaZbNK6ALOSMBIEQbfSgqFQCHa7HR6Pp2SJw0OHDqnxCyWg3G43vF4v0uk0gsFgyfiZCTi32503uVYv+0ovFy5cyLrd1tbGRBkRrVvt7e3YtWvXmgTl7OxszfpERNU7NV9+CaNKTc4Bp8tcj4SISA+1eq9rhrhT89amGm89xIXJSbpMZiXpjmZ/3cK1VYmIqCJMlpnMZrOpa34pSahiEomE+nsoFCq5fTwezyqbmI8oihgdHYUkSUgkEhgZGSm4bTQaVZNpsVis4HaBQADxeFzz2mLxeFz9PRwO593G6H1lttxk2aZNm5goI6J1rbW1FZs2bcq6j8kyosb2tMFfeOUy+gs2IqJ8avVex7iMa0TcZkzScW1VIiKqBJNlNRCJRGCz2SBJUlbSqNC2WF2/y+/3F9xOkiQ4HA74fD64XC6Mjo4W3Lavry/r9ubNmwu2qSSdgsEgnE5nwTYFQUAwGMTg4GDR8WA1AaeUSyzVrhH7qhZyp/MCwMaNG2vWHyIis+Qmy5aWlljSgKiBHTfpyzbFS5xZRkQ1YPZ73ePngOHnzUssZMb90xrF/fNfmh/3h9PAJ15Ym1gx2r9OA58Rgf9jctzDs0D8V8D/d9rcuLVO0tVqNhsRETU+JstqQBAEHDhwAADg8/kKrscVjUYRj8dhs9mKzurC6qyqzHaKzRaz2WwQBAE2mw1+vz9v2URJkuByuSBJEoLBYMHZX5mUbYqVdozH4wgEAgAAv99fsl0j9lUtpFJr5/7X85o9RER6yX2vS6fTTJYRNah0GnjZ5OTVyctyXCIis9TivS4FYD4l/2t23Ms1intpxfy4y2l5VtCKyX9XFtPAywvAgslxZ5eBn8wAJ0w+nhPngD95Hvj8MXPjKgmyWs1mK0c6DcyvABeX5X/5WYeIqD4wWVYjXq8XY2NjsNlscLlciEaj6mOSJCEQCCAQCMDtdmNqaqrk+lu5a36V2j5zzTCldKMoiojH4+p6ZtPT04jFYpoSZYqJiQkIggC73Y5QKKS2nUgk4PP54PP5YLPZEIlE1Jlgpei9r2oh3xfDLMFIRM0gd80yFLiAgIjq30JK/7U/SplLyXGJiMxSi/c6ovVmIQUsmZwAenEOmJqr37VVT80D334F+PJxeWbl8C+Bv3hB/vfPfynf/+1XuF4rEVEtMVlWQ0pyJxwOIxKJwG63w263o7+/H9PT0xgbG1OTRFraUmaICYJQcnaVIAiYmZmBw+HAyMgIBgcH4XA4MDQ0hGQyiUgkgpmZGXi93rLHFYlEMDY2BlEUMTQ0BJfLpc4KC4fDmJqaKrtMop77ioiIiIjKt1yjq55rFZeImhPfc4ga07HLwBeOmxtTS7nHoxeALx4DPj0lz7p7YW5tQn4uJd+fOAeMTsnbP3fRsG4TEVEBrbXuQLNTSiHqscZWOBwuaxYYVtcMy1eGsVputxtut1vXNvXcV0RERERUntYaTYqvVVwiak58zyEirYqtrXppGXjsTGXrp4mXAfEE4NwE3HcV0M1vb4mITMG3WyIiIiIiKqnDCnRZzS1P1mWV4xIRmaUW73VE1JiUtVVzV9k4NQ9ET8jrxlUjeV4u9+jfCWzrrK4tIiIqjaeeRERERERUksUCbDf5i5odG9Z+AUVEZKRavNdt6wDeuwPY2mF+3PdsNz/u1g7gD2oQ93XtwO9vk/810xVtwG9fCWxpMzfuxhbg1zcCLeaGbSr51lY9NQ88dLz6RJlidllu7xTXMiMiMhyTZUREREREpMmuDebGu5pXURNRDZj9XnfjRuDXe4A9G82P+/pN5sfdsxG4pQZxb+oBBnrlf8108ybgtzbLYzbTG2zAe3cCQpe5cbevJmHbm+Ril8x1Di8tyzPK9J6ZOpeS272kUwKOiIjyY7KMiOqexWJBa2ur+mPhJeakAY8bqkRLSwu2bNmi/rS08FpcKq2ZjptbTf6iz2lyPCIi1PC9jnEZ14i4Zid/b1hNwpodt1a+fgr48TTw6qK8RpleM8pyza6ugUbFNdPnctIPjxtScM0yIqp7FosFbW0m16yghsfjhirR2tqKLVu21Lob1GCa6bjZ1gkIG+SF543m6AK2cmYZEdVArd7rGJdxjYh76yYgcc74mIrMJN0Lc+bFfVMvMHFhbVlEo/3ikvwDExJZyfPy/t1j8uzIRtJMn8tJPzxuSMGZZUSkr3QauHAemD4r/5tOa3gSERERNYo7Nq+vOERE+dTqvY5xGVfvuEqSzgy5SToz/WZfc5RvfmK61j0gIlq/OLOMiKr3/FHgWzHg2Qng6LPA7Mxrj/XagT03Aze7gHv2AbtvrGVP61YgEIAoiobG8Hg8CAaDhsaohiiK8Pl8SCaT8Pv9iEQite5SVUZHR3Hw4EGIoghJkiAIAmw2G/bv3w+/3w+bzZa1LYC6fn2IiBR7euSrmpPnjYvh3CSvpUNEVCu1eq9jXMY1Iu4dmwHxpHExM+MoajGTzuzZbLUwOQecnufseyIiIzBZRkSVe+K7QORzwOEnC28zOwM8+UP55+HPAnvfBAT+GLj9TjN7WvcSiURWskwQBDidTvT19QEAbDYbJEnC+Pg4kslk1nPdbreaiJEkCVhNPI2Pj6u3FfWcjAkEAurYotEoPB4PvF5vrbtVtkQiAZ/PBwDw+/3Yu3cvBEHA9PQ0RFFELBZDKBRCOBxGMBiEKIoIhUJ1/doQEeW67yr5yxoj1uXobZXbJyKqtVq91zEu4+odt1mSdGaXnKyV5HngbibLiIh0x2QZEZVv5hzwlw/Is8nKdfhJ+ecd+4CPjwL20nUo0uk00hnlHC0WCywWS/mx69j0tFxLwel0IhaLQRCEgttmjl0QBIyNjRXcNplMwufzQRRFNUa9yp1ZV21/a3HcBAIBRKNRuN1uxGKxrNljCr/fD1EU4fF4cPjwYcNnFBbicrlKHmvNKJVKYWlpSb3d1tYGq5VVq6m4ZjxuulsB/07goePAnI5rg3RZ5Xa7eZZCRHWgVu916y3uBmsa73ndElpX0khZ1/6NXG/jrde4zZCkM3M2Wy29NF/rHtSvZvxcTtXjcUMKvupEVJ5fHAHufmNlibJM3zwkt/P80ZKbptNpLCwsqD/pdbgOmlKmb2JiomTyIjMBky8Zk8npdGJiYgLIk4yqN6FQSP3dZrNh3759VbVn9nETjUYRjUbVBGax10YQBExOTkIUxTUzBc1Sq7j1bmlpCVNTU+pP5gdmokKa9bjZ1gl8aJf8BZkeelvl9rbxSmkiqiO1eq9bL3E3taRxd+oYLr8sFv0buV7GW89xlSRdl87fBGpJ0uk1zlz5knRmrQv3H68EPJuB7R3mxMt08jKXhy+kWT+XU3V43JCCyTIi0u4XR4Dfeztw5rQ+7Z05DbzrbZoSZuuZUioxM1mkJ5vNhmAwuKYkY73x+/2YmJhALBbD1NRUyURgvVFev3A4rPk5P/jBDwzsUWH1fiwQUePY1gk80C9f1V0N5ya5HSbKiKge1eq9bj3E/cMdi9hsWTA9brPtZ61xmyFJp8xmM5JzEzC4GXj7lcCHdxkbK5+5FLCg46xEIiKSMVlGRNrMnAPee5+8BpmeZmeA99wrt9+klHKD1c6kKmb//v2Gta0np9MJr9fbcImyeDyuJqDcbrfm5ymJTLMlEgnTYxLR+tXdCrx7O/DO15X/XEcXMLRTfj5LLxJRPVPe6963Q37vKkc173UNH7elRnGbbT+XEbcZknRmzmZbrtEMr1rFJSJaz3hKSkTa/OUD+s0oy3XmNPDJIPC5rxrTfp2TJAk2m83QBJHT6cyKRfrKXDeu3P07PDyM0dFRA3pVWCQSMTUeETUJDctCdlmBHRuAqzvlL9m2ciYZETWYPT3yz+l5eR2ml+blkmiZa08Z8V7HuIyrZ1wlSefcBDwxLa9lppWjSy51qKwTppWSpHvsTHVrmDk3ycmqYglCM9eFa63Rcuq1iktEtJ4xWUZEpT3x3erXKCvlm4eAd/iA2+8yNk4dEkWx5DplerDZbBBFUU2ckX6U2YFYXQusnH1ss9lMfU0kSeLMMiIyxIsFvmi7ql0uUdRqATqsgIVf7hDROrC1E7h7NVmRTssl0ZbTxr/XMS7j6mk9J+mU2WzRE8DscsVdVvWuJuByZ7N1WOV9pGdSrpQuqxyXiIj0xWQZEZUW+Zw5caKfb8pk2fT0tCnJMkEQspI6pJ/M129kZASxWHnJ5YGBAQN6ld/g4KBpsYioeaTTwIuX8j92fTewkWcdRLSOWSxAZ5nlBhmXcespbj0m6Tqwgi2Yx5W4jLfs2IRdPe1lxzFjNpvFAmzvBF4oI/FXrR0bePEREZEReNpKRMU9fxQ4/KQ5sZ76CfD8c8DuG82JV0f27t1reIyBgQF1XS3SV+brF4/HEY1G4ff7NT8/EAgYnsiUJAk+nw/JZNLQOETUnM4uAVKBq7av6za7N0RERFSpekjSpZYW8PKxKTUh9Lr2nopjmDGbbdcGc5NlV7OMNRGRIZgsI2oEy8vAr16uTeyvP2JuvH96BBj6w+z7UilYFhdfu93eDlgNqDnwuu1Aq/lvi+UkVaoRiUQwOjoKn88HSZIwPT0NURQBADMzM8BqSchQKIRkMonp6Wm43W4cOHCg4DpcoigiHA5jfHxcbUsQBAiCgP3798Pr9ZbsVyKRQCwWgyiKmJ6eVvt24MCBvM+PRqOYmJjI2l4URUxOTqozvBKJBD71qU9BFEVMTU3BZrNhcHAQ73//++F2u6vaj/l4vV7YbDY1GRkIBDA2Nobh4WFNJRbLKcOYSCQQiUTU1wir+9ztdmN4eHjNayWKYsEkmcPhyBtjZmaGa9sRUVkKzSqzrH7RRERERFRMZpJuYaWxSk7euglInNO3v8Vcs8G8WEREzYTJMqJG8KuXgbfcVOtemON/HJB/MlgBmHLh1I+OADt2mRGpZg4fPoxkMqkmtrC6ZhZWZ0SFQiFEIhEIggCXy4V4PA5RFDExMbGmrUAggPHxcQwPDyMcDqvtKAk0n88HQRAQDoeLJs0kSVKTbVpmvk1OTmJ8fLzgDCmPxwMA+NSnPoU9e/YAAP7lX/4Fv//7v49HH30Ufr8fkUikZJxyHThwAD6fT70dj8cRj8dhs9ngdruxd+9euN3uitcnU2aGJRIJuN1uxGIxta14PI6hoSGMjo4iEolkJWD7+voQDofV20oyFKsJ1HwlQJkoI6JyFVqvbFsH0FWD0lVERERE+RhRcnJbJyBsAMTLunc3r394Gfidq4A32srrr5nr7xERNSImy4iImoiylpYkSejv71eTU5IkIRQKYWxsDIIgIBqNqo/lS0qFQiG11KDb7c5KrgiCgEgkAofDgVAoBJ/PtyaBk8nr9arJNI/Hg0QiUXQMmYkfl8uV1T+PxwOfzwe/349UKoWFhQUAwL333otPfepT+JM/+RNEo1H4fD7dZ5h5vV6Ew2GEQqGs+yVJUhNnCrfbjUAgoGnmHVYTkC6XC5IkIRgMZu0DJbaS4AwEAkDGjEUlWacQBEHdZ26325T18ohofUungRcKzCxjCUYiIiKqV3qWnLxjMyCe1KetUpbSQOxXwM8vAvu3Fl8b9tQ88PR54Phl4OX5tTPptnfKZSTLmUlHRLReGVDHjIiI6l1uAmVoaChrltHAwID6WL6kUjQaVf/NTQ4pgsGgmkRTEjilKLPCtNq/f7/6eyQSgc1mK5iUGxoaytrWCMFgELFYrOTMrEQiAZ/PB7vdXjI5iNX9IkkSnE7nmkSZwul0IhgMAqvJTCIis7yyCFxYyf/YtSzBSERERE1gT4+ccDLTkYvAqAj84uLax45eAL54DPj0lFwi8oW57EQZIN9+YU5+fHRK3v65PG0RETULJsuIiJpUX18fsDrzKZlMZiXFnE4n0uk0JiYmMDY2tua5meUSlXWz8slss1DZxEzVlP+LRqM4cOBAwccz29bSl0p5vV7MzMwgEomUnL0mSRI8Ho+afMwnEAioZTOHh4eLtqc8LkkSRkdHK+o/EVG5CpVgtAAQmCwjIiKiJnHfVUCvyTW8LqwAkRPAN84ASyng0jLwjy8Dj5wsvyykeBk4cEJ+/qVlo3pMRFS/WIaRiIgKlgMstL5WJBJBKBRasx5WrswSf8WSanoQBCErIWaxWNDR0ZF122azQZIkw/uC1TKIyiw3URSRSCQwMTGBRCKRtWYcVhNiAwMDa/a3JElZibRSZRttNhsEQYAoiohEIupMM9Kura0N/f39WbeJSmn246ZQCcadncAGrldGRNTUmv1vJFWmUY+b7lbAvxN46PjaWVzVsAIo1dyPpoHnLgCXU8DFAjP+tUqeBybn5LFsa7DSjI167FBt8bghBWeWERER9u7dW9b2fr8fMzMzmJycLLrm1ebNm9XfM2ejGSGzdCRWk2NWq1X9sdRw5WJBEOD3+xGJRDA5OYnJyck1ia/MMpGKQ4cOqb8XSlzmUrbLTciRNlarFR0dHeqP1cqPSlRaMx836bT8ZUo+13K9MiKiptfMfyOpco183GzrBD60S78ZZr2twB9fA9x7FdBa4pT21aXqE2WK2WU56XdqXp/2zNLIxw7VDo8bUnBmGVEjeN124EdHahP7j98HTPybefFcbwD+9hHz4mV63fbaxK0DxRJeWiWTSSQSCUxOTmJ6ehqiKJqasHE4HJq3NTpxV4ogCIjFYgiFQmq5xGQyiWQymZUUyyyBqZTN1NK2QhRFXV5bIqJCfrVQ+EsZrldGREREzWhbJ/BAP/DYGXmWVqWcm+TSjt2twPYNwHVdwD+eAk4v6NnbwuZSQPSEPJZufoNMRE2Ab3VEjaC1Fdixqzaxb3uzucmy236zdmNtYpWuFSaKIsLhsFoq0Ov1wuPxYGBgAIIgIBqNIhQK6dzb/KpZ76xa8XgcTqez7MRUOBxGIpFQ11AbHx/PSpZlJhsTiYTmhKDSD60JNiKiSr1QYFaZleuVERERURPrbgXevV1OeD0xXXgmfj6OLuCOzcCNG7Pv39oJfPQa4H+9Cvyr8SsLAKszzB47I4+FiGi9Y7KMiIq7xwc8/Flz45HpKkmqBAIBNUnm9/sRDodrmrCqpYMHD2J6elpdo6wc4XAYHo8HADAxMZH1WOYMOKWMIxFRPXmxwHplV28AOli9hIiIiJrcnh755/S8PMvspXng5OXsNc26rMCODcDVnXJybWuRdcLarHJJxhu6gX86BVzQqexiMcnzcr/29Bgfi4iolpgsI6Lidu8B9r4JOPyk8bFuezOw+8Y1d6fTaSwvL6u3W1tba7r+FAEul0udDRWLxdasv1UP8h03RpqcnKzoeZlrrU1PZ18eKAiCOrss9zGjJJNJjIyMIBaLmRKv3iwvL2clKW02m+HHDjW+Zj1uUsXWK+OsMiIiauK/kVSd9XjcbO0E7l5NgqXTwEIKWE7L65B1WIFyv+L4tY1AUABGJrMTb0Z5YroxkmXr8dgh4/G4IQVfdSIqLfBRc5Jl/o/mvTs36dHS0sJkWQ0FAgE1Ueb3+ytKlEmSZPgstHzHjZESiURFz8vcD7llHJ1Op9quWeu/KevNNauVlRWcPXtWvd3T08MPyVRSsx43pxYKfzlzbbfZvSEionrUrH8jqTrr/bixWIBOHU5Pzy+bkygD5AukTs8Xn/VWD9b7sUPG4HFDChZHIaLSbr/L+PKI79gH3H6nsTGoapIkqaUXsZo4K6bQbKtQKJTVznqQTCbVJGK5z1Ps378/67HM/Vtu25X0hYioHIVKMLZYgP4NZveGiIiIqLk8fd7ceEmT4xERmY3JMiLS5sFPA1dtNabtq7YCHx81pm3SVe6MI6fTWXT78fFxg3tUX3w+X9bUfS0OHjwIrM4qy92fgiBkzdyLx+Oa2pQkCS6XK29fMteny/e4KIprZrgREeXzQoESjNdsANp5lkFERERkqOOXzY330ry58YiIzMbTWCLSxr4Z+Pt/AXrt+rbba5fbtW/Wt10qi9b1sHJLJxZLDEmSlJVcy4wxPT2dlbRZL0RRxODgoOaEmSiKGB2VE8WRSCTvNgcOHFD3eygU0tT20NAQ/H5/3lKXLpdL/T1fMnNiYgJ79+7V1H8ial4raUDkemVERERENZFOAy+bnLw6eVmOS0S0XjFZRkTa7d4D/PN39JthdtVWub3de/Rpr0lkJkvKncWUKTN5pbUdQRDgdrvV24cOHSq4rc/nw4EDB9TbmSUZRVHMOyut3PGcO3eurOdWs7+0cLvd6OvrQ39/f8lZYIlEQk1cRSKRrP2ayWazYWJiAjabDaIoFpwxpgiFQkgmkwWTb/v27VN/z7fNoUOH4Pf7i/adiOjleWC+0HplTJYRERERGWohZd56ZYq5lByXiGi94kp1RFSe3XuAb/8U+GQQ+GbhRElJ79gnl17kjLKCEomE+rskSZienl6T3BBFER6PBz6fD319fepMor6+vrzJqGQyienpaSSTyaxkztDQEAKBgFp+r1DiBgDGxsbg8/kQj8fVNbUykyuiKCIQCMDj8cDr9SIYDGJ0dBSjo6NwOByYnJxEX1+fGksURfVnZGREbScUCmF6ehqCIGBgYEAdmzIGURSz1j0bGRmBzWaDIAgQBAHXXHMNAODxxx/H7OwsfvjDH2aNw+fzYf/+/bDZbEXHq5XNZkMsFoPNZkM0GsXQ0BB8Ph+8Xi/27t2bNd6xsTEkEgn1OZmlFvMRBAFTU1MYGhpCPB5Hf38/hoeH4fV6IQgCRFFEIpFAOByGIAiYmJgo2U+fz4dkMolAIIBwOIzp6WkEAoGCM9KIiDIVKsHYZpHLMBIRERGRcZZrNMOrVnGJiMxgSac5gZYo19GjR3HTTTept48cOYI9eyqf/bS8vIwXXngh677rrrsOra0Nnq9+4rtA9PPAUz/R/pzb3gz4Pwrcfqfmp6RSKSwsLKi3Ozo6YLWu/4mxdrsdkiSVnbiQJAlOpzNvwsThcKilEYuVVJycnCy5blUymcTBgweRSCQgSRIEQVDLK4ZCoawEVCgUUhNb+/bty0r6KYm3Yn2amJhQk39atvd6vTh48CB+8YtfqP938+1HZXst4y0mMzmYKR6PY2xsDOPj4xBFUX09BwYG4PF4EAwGy44liiIikQgSiURWm263G4FAQHPiTxRFhMNhHDp0SD1m9u/fX1Gfimm097+FhQVMTU2pt/v7+9HR0VHTPlH9a8bjJvIS8ItLa++/rgv44K5a9Og1en+OI6LGwveA+tKMfyOpejxuSptfAYZ/aX7ckeuBzhbz42rFY4cqweOmftT6c1x9flNFRI3h9rvkn+efA74VA342ARx5BpideW2bXjtw0y3A613APT5g94217HFDmZmZ0bBVeTJLIVbL6XTmnb2WTzgcRjgczvtYLBYrK67W7VOpFPr7+zE3J09/MDLJWqjkodfrLTlrrFyCIBTcl+W2E4lECvadiKiQouuVdZvdGyIiIqLm02EFuqzmlmLssspxiYjWKybLiKh6u28Edj8o/55OA5cuAosLQHsH0L0RsFhq3UMiIiLSyYnLwGKB2hRcr4yIiIjIeBYLsL2zcGlsI+zYwK93iGh9Y7KMiPRlsQAbewD01LonREREZIBCX8q0W4CruV4ZERERkSl2bTA3WXZ1p3mxiIhqgZNniYiIiIhIsxcLfCnT3wW08mpjIiIiIlPcusnceE6T4xERmY0zy4ioIRi11hStbzxuqFwWiwXt7e1Zt4lKaabjZjkFTBVar4wlGImIKEcz/Y0k/fC40WZbJyBsAMTLxsdydAFbG2BmGY8dqgSPG1IwWUZEdc9qtaKjo6PW3aAGw+OGKtHe3g5BEGrdDWowzXTcHJ8HlgqsV3Zdt9m9ISKietdMfyNJPzxutLtjMyCeNCdOI+CxQ5XgcUMKXnJPRERERESavHgp//0dVmBHA1xtTERERLSe7OkxvjzirZuAGzcaG4OIqB4wWUZERERERJoUWq9M2AC0sFoJERERkenuuwroNbB2WCc/4xFRk2CyjIiIiIiISlpKAccKrInBEoxEREREtdHdCvh3Al0Gfcv701ngx9PGtE1EVE+YLCMiIiIiopKOXQaWC6xXdm2X2b0hIiIiIsW2TuBDu4ybYfbYGeDnF41pm4ioXhg4SZeISB+pVApLS0vq7ba2NlitzPVTcTxuqBKLi4s4efK1FbJ37NiB9vb2mvaJ6l+zHDeFSjBusALbuV4ZERHl0Sx/I0lfPG4qs60TeKBfTmwlz+vbdhrAP7wMfGSXHKde8dihSvC4IQWTZUTUEFKpVK27QA2Ixw2VK51OY3FxMes2USnNcty8cCn//Y4uwMq1LIiIKI9m+RtJ+uJxU7nuVuDd2wHnJuCJaWCywMVO+Ti6gN3dwHdfBfKdSS+kgEdOAH/UD2yq02+UeexQJXjckKJO39qIiIiIiKheLKaAlwqsV3Yt1ysjIiIiqit7euSf0/PyLLOX5oGTl4G5jCxYlxXYsQG4ulNOrm1dnTG2sQU49Kv87c4sA189IZd8bGfhFiJaZ5gsIyIiIiKioqbmgJUCj3G9MiIiIqL6tLUTuHs1CZZOy7PDltNAqwXosAKWPNUB3mgHXl2UZ6bl89I88PVTwB9sZ3UBIlpfeA0AEREREREVVWi9su4WYGuH2b0hIiIionJZLEBnC7CxVf43X6JM8R+vBH59Y+HHf3YB+N+vGtJNIqKaYbKMiIiIiIiKeqFAsozrlRERERGtP1YL8PvbgR2dhbf5wTng3yUze0VEZCwmy4iIiIiIqKD5FeBEofXKWIKRqCYkSUIymax1N4iIaB3rsALv2wHYiizic+g08MIlM3tFRGQcJsuIiIiIiKigqctAqsBj13ab3BkiAgBEo1G4XC5Eo1GIoghJ4qX9RESkv9424H075cRZPikAf38SOLNgds+IiPTHZBkRERERERVU6GrhjS3A69rN7g1RdZQkk91uV398Ph8SiURD9WFychIAEAgE4HA4YLfbYbFYyvoplWAzYl/Vw/4nIqLybO8E3r0NKFR5+3IKOHACuLic//F0Wq5UcHFZ/jedNrK3RESVY7KMiIiIiIgKKrRe2bVdxReGJ6onyWQSdrsd4XAYgUAAMzMzmJmZwcTEBARBgMfjgc/nM3SGlp59GB8fr6ovXq8XNpvN8H4a2SYREZlnTw/wO1cVfvzcEvB3J4Hl1XIEp+aBb78CfPk48Oe/BIZ/CfzFC/K/f/5L+f5vvwKcnjdtCEREJRWpOktERERERM3s8grwcoEvMViCkRpFIpGAx+OBIAiYmJjIShIJgoBwOAyHw4FAIIBkMrlmm3rsgyiKFffFZrPhwIEDpvTTqDaJiMh8/6EPeHUR+PFM/senLgORl+TSjGKB9W4BYC4lX4z1whyQOAcIG4DBLcCNGw3rOhGRJkyWERERERFRXpNzQKFKOdd1mdwZogpIkgSfzwcAiMViBZMwfr8fExMTiEajGBwcxMTERN32QZIkSJKEYDAIj8eDvr4+Tf0YHx9HIBAo2Acj9lU97H8iItLP71wFnFsEfl6gTPeLRZJkhYiXAfEE4NwE3HcV0M1vq4moRvj2Q0R1z2KxoLW1Nes2USk8bqgSLS0t2LJlS9ZtolLW83FTqARjbytwBdcrowYwNDQESZLgdDrhdDqLbhsKhRCNRpFMJhGPx+H1euuyD6IowmazIRwOl9UPn88Hv98Pt9ttSj+NapMay3r+G0nG4XFTv1oswH/eDnzhOHB6Qd+2k+flC7X8O4FtnRX2j8cOVYDHDSm4ZhkR1T2LxYK2tjb1h0kP0oLHDVWitbUVW7ZsUX8yE65Ehazn4+bFAlcNc70yagSSJCEejwNAwQRRJkEQIAgCAGBkZKRu+zA+Pq6prUyBQAAAEIlETOtnPex/06TTwIXzwPRZ+d90oTm5zRdX17+RDTBextUnbuvlOWzZvHldfrZaDzpbgKGdQI8B+YTZZeCh4/KaZ5VYz5/LyTg8bkjBV56IiIiIiNa4tAycKnDFMNcro0YQjUbV3/fu3avpOYIgQBRFJJNJiKKoJm/qqQ8TExOa28LqmmHRaLRoaUMj+lkP+99Qzx8FvhUDnp0Ajj4LzGYs4tNrB/bcDNzsAu7ZB+y+kXEZl3HrKa4inQYuXgCWFoG2dmBjD68G0sjeBvz+NuArJ/Rvey4FRE8AD/SzJCMRmYtvOUREREREtMZkgRKMWJ1ZRlTvDh48qP5eaK2sXJnJmUQiAb/fX3d9CIVCmtcpU9YMC4fDRcsgGtHPetj/hnjiu0Dkc8DhJwtvMzsDPPlD+efhzwJ73wQE/hi4/U7GZVzGrWVc1EGCbh15ata4tmeXgcfOAO/eblwMIqJcLMNIRERERERrFFqvzN4KbG4zuzdE5Usmk+rvWpNLmUmdYjOxatkHQRA0J5+GhoYgCAKCwaDp/ayH/a+rmXPAH70XeJ+v+Bf8+Rx+EnifF/jo/XI7jMu4jGtuXKwm6N55J/D2N8jJtyd/mJ0oQ0aC7uHPAm//DXn7J75XfqwmcPSCvMaYkZLn5ThERGZhsoyI6l46nUYqlVJ/0mbVTKeGxuOGKpFKpbCwsKD+pFKpWneJGsB6PW5eLJAsu7abFYqo/omimHVbazm/zZs3q7+Pj483dB/i8Tji8ThisVjR7YzoZ63HrrtfHAHufqM8G6Ua3zwkt/P80aaJm777jVj8v09r+xu5DsbLuHUYt5YJunXscZN2xxPT5W2/Xj+Xk7F43JCCyTIiqnvpdDrrjxaTHqQFjxuqxNLSEqamptSfpaWlWneJGsB6PG4uLAO/KrReGUswUgOQJKmi52XObKq0jXrpw9DQEILBYMlElRH9rPXYdfWLI8DvvR04c1qf9s6cBt71ttJf9K+TuJYzp9Hyn/4jTj0xVvxv5DoZL+PWYdxaJOjWuVPzgHjZnFiTc8Dpee3br8fP5WQ8HjekYLKMiHSVTgPzK8DFZflf5ieIiIgaT6FZZQBwXbeZPSGqnenpMi9nr6M+hEIhSJKE4eFh3fuUjxH7qh72P2bOAe+9b22ptmrNzgDvubfwTJV1Frfl4nns+PhHYD1fIAG6zsbLuHUSt1YJOi3SaeDCeWD6rPxvg31x8rTB5RdzGV3ukYhI0VrrDhBR4zs1L39YOn4ZeHkemMuYrdxlBbZ3Ars2AM5NwNbOWvaUiIiItHjxUv77N7cBdq5XRg0gN9GidY2vTNXObKpVHyRJwujoKLxer6aYRvSzHva/4uc//zkWFxdLbmexWNDWJr/BXXHFFbjyyiuBv3xAvy/ac505jZUH/yuWPx1Z81Drg3+MFiPjfuJjWB79iqlx2869iqu+8hng4a9n3b+8vAyL0ePNs59bWlrQuk5fX3wyCHzuq8BqaTFlhoThx1XGeC0WC9rb2+XHarGfpWm0v+deWIxK0H37p4BdLhu7uLioqYqJ5ZfPwfrtx2A98jSsz/0sK3mY7rUhfcPrkfp1J1L/8XeRvu6Gku21tbXBas2eA7G8vIyVlRXNw8l6nTKUGtOxuTZT518cm0thYUHbTJ9C7/daXydFS0sLWluzvzbP/P+kVS1fp1wcU2H5yi42+pjq4XV65ZVXcPbsWVit1rxjWl5eXvOcyclJzf0zApNlRFSxoxfkOtXFpt/PpYAX5uSfxDlA2AAMbgFu3GhmT+tfIBBYs7aD3jweT8nF3ZvZ6OgoDh48CFEUIUkSBEGAzWbD/v374ff7s77kGR0dBQDuTyJatwquV8YSjNQg6qGEX636MDQ0BKx+vtTCiH7Ww/5X+Hy+sp/z4IMP4hNveUP1pdtKaPn2ozg18Ju4dNtvqvd1P/Vj7Pz2Y8bG/V9xnHK92fS4vT/6HpZ+9H3grfeo9136X4+h1+jx5tnPW3/xM/Su09cX3zwEvMMH3H6XWlrMlOMqY7zt7e1yCdgnvluT/0dbR/8cHa/8ypiAOQnJkydPFk3Idz/1Y2yOfw1dR58uuI1lVoLl3/4V1n/7V+DA5zG351ac8/0BLu19c8Hn9Pf3o6OjI+s+SZJw9uxZzUNRX6ccxcaUTgMncJ3mGHo4cTkNUZzStGZubnJAUep1yrVlyxZs2bIl6z7l/1M5avU65cMxFbZt27Y19zX6mOrhdfrSl76Ehx56SHO8esBkGRGV7dIy8NiZyqbCi5cB8YQ8y+y+q4BuvgsBABKJRFayTBAEOJ1O9PX1AatX40qShPHxcSSTyaznut1uNbGjfDEhiiLGx8fXfFHB5M5aiURC/RLF7/dj7969EAQB09PTEEURsVgMoVAI4XAYwWAQoigiFApxXxLRujW7BLxS4NyHJRiJ6psoiojH48DqZ0SqQuRzpoTZ/OjXsr7k3xz/2rqO2/LVL2Yly7r+ce0MNyPkjrdWcc3az4h+Hrj9LtPj5o63Fv+Pup/6MXp/9D1jA2YkJAuxnpdw1Vc+U1Ffuo4+ja6jT2P2t+7EmcDHkNpU/uxcoyzBigW0mBpzAS1YghXtWDv7h4hIT/yamojKcmoeiJ4AZtfOlC1L8ry8UKt/J7CNpRnVUjVOpxOxWKzoQuyWjMupBEHA2NhYwW2TySR8Ph9EUayPdR+KcLlcJceut0AggGg0CrfbjVgslrdEkN/vhyiK8Hg8OHz4sOEzAAupxf4houZUbL0yziyjRlFJ2b/10IdIRC5F5nQ6NT/HiH7Ww/6vxpUzrwKHnzQlVteRp9F+7EUsXnMtOo69WHT2yXqIax3/KfD8c8DuG4Hnj6LtmcOmxM0db63imrWf8dRP5P18jaMmxxWul1/fWvw/qlVCMlPH1AvY8eAfou3cq1WF6P3h99D1f5M4+ckvYOGaa6tqSy8r0DC9ax3FJaLmwmQZEWl2ah546Hj2mmTVmF2W2/vQLibMlLJ/ExMTJbfNnEFW6osIp9OJiYkJ2O32miV5tMqdMWe0aDSKaDRaMuGI1aTk5OQkXC6X6f1U1CouETWfQsmyK9qBXq5XRg1CmZ2vkCSp7AROtQmfWvRBmVU2MDCg+TlG9LMe9r8iFovB4XCU3C5zzbJr4v+gS2ytrn72Kazc7kHLN76uYevGj4tvxYDdDxpeni9XM+7ntj/+C+x85t9NDXv1s08hdcdbgS/8N/Pjbt+OdpMTkjv6r81au8fy/FG0/ekHYTmvTznatnOv4prhD2Dpa99E+vobX7u/be2HMpvNhp6eHs1tWwrUNdyxY0fB9YjmUwCOaQ6hG8c1V6NDwzJpi4uLePnll9fcX2xM+bS0rJ0919bWhv7+fs1toIavUz4cU2H51ixr9DHVw+sUCoVw//33l71mWSUltPXCZBkRaXJpWZ5RpleiTDGXktt9oL95SzIqia9QKGRI+zabDcFgUF1nqx7VYl0LZX+Hw2HNz/nBD34Au91uYK/yq6d1P4ho/XvxUv77OauMGokeiZbchE+99yGzrLeW5JDCiH7Ww/5X3HDDDdizZ095T/rUz3WJrVXrI19A69cPAJeLLAa9juIi8jnga19pmvHWbD9HPw/r1x+B9dJFU8O2fu0rwNi3gF+dMjfuj74PnChvTZ+qfSuG9o89+NrtmXPA+98J6JQoU1jOS2gP7Ae+/VPAvrngdq2trWu+kK5Ee3t74cfSQJdV/++GiumyAj2dHZrWLCuk2Ji0slqta9aAqoQZr5NWHJNsYWFhzX2NPqZ8zB7Tzp07sXPnTkPaNoqGnDwRkbxGWbWlFwuZXV0DrVkp5RH37dtnWIz9+/cb1rYeEomEqfHi8biagCpnPQ8l8Wg2s/cPETWvmSXg7FL+x7heGTWS3ESL1nLUmReo6D2zzOg+xGKvzdIpp2yzEf2sh/1fsXQaOPqsuTFTK8Cli/K/jMu4ellZlpM2KwadyBcyfxmYehG4XKSusxGePwp85xvmxvxZTmWYv3wAOHPamFhnTgOfrP262RYLsN3kykA7NqCqRBkRkVZMlhFRSUcvyGuMGSl5Xo7TjJSyNEZ+IaCsW1GvM5SU9TXMkll2sdz9Pjw8bECPijN7/xBR8yo0qwycWUYNJvfvu9bPQJOTk+rv1a4TanYfMi+uKefzjRH9rIf9X7GLF4DZmdrEJqLGcuQZOcEOAE981/jSot88JMepsV0bzI13dZMv20FE5mGyjIhKevycOXGe0HbB6bojiqIpXwbYbLa6XLdMkiTTZ05lXt1c7lpgNptNTT6aoRb7h4iaV6H1yq5qB3qatFwyNa7Mv9daZzZlbrd3796G6kPm57xySxga0c962P8VWVqsTVwiajyzM8D9vwv8tz8F/upPzIkZ/bw5cYq4dZO58ZwmxyOi5sVkGREVdWoeEE0qrT45B5yeNydWPZmenjYlWSYIguYvKsw0ODhoeszM/T0yMlL28wcGBnTuUWG12D9E1LxeKJAsYwlGakSZpZa1XjCUuZ3X622YPuReWFPuzHkj+lkP+78ibbVdK4OIGsyPxoCvfhE4PqlhYx089RPg+efMiVXAtk5AMGl2maML2MqZZURkEl4fStQAVtLAbIH1Q4z2pMkVSH4yA9yRs15tOm1B2vraQpZzSxZD6lX3tgEtNaqDbcaVswMDA3VVhlGSJPh8vrJndmllsViyFkC1ZBw0mfs7Ho8jGo3C7/drbjsQCBieeDR6/1B+bW1t6O/vz7pNVMp6OW7OLcprluXDEozUiIaHhzE6OgoAmJiYKLk9MmacC4Kgy8VMZvWh2s8LRvSzHvZ/RTb2AL12lmIkovr1rRiw+8GaduGOzYB40pw45Vgvn8vJXDxuSMFkGVEDmF0C/sqki5Rq7SeS/JPNsvpjrL9wAH01uJC0nCRNNQqte5VIJBCJRJBMJtUEkCAIcLvdGB4eLnllcjQaRSwWy7oS2GazYWBgAOFwGIcOHUIkElG/JBFFsWASyOFw5I0xMzNT9hXSFoslK0GWyev1wmazqcnDQCCAsbExDA8PayqxWE4ZxnL3r1n7h/KzWq1ZSVYiLdbLcVOoBCNWr+olajQ2mw1utxuJREL9PFJM5uysUChUsv14PA5BEIp+LjC6D4pz57LrppdbhtGIfpo1dt1ZLMCem4Enf2hezBt+HfjonwN/+1fAL44wLuPq49duAj4yDPy//w14/qh5cR3XA//lg8DfPwSIL5gXt6UFWFkxL14t/UzbBQhG2tMjl0c0cn37WzcBN24s7znr5XM5mYvHDSlYhpGIqElJkgSPxwOPxwNJkhCLxTAzM4OZmRkMDw8jGo3CbrcjGo3mfb4oinA4HIjFYgiHw5icnFR/JiYm4PF44HK5EAgE1qyhEQ6HMTY2hrGxsawvmCKRiHp/5o8RiaADBw5k3Y7H43C5XLDb7fD5fBgdHa3qKu1K92+97B8iaj4vXMp//7YOYCMvsaMGFYlE1Atk4vF4yW2xelFMsYuZJEmCw+GAz+eDy+VSZ0+Z2Yd8faqWEf00Y+yGuNllbrzfuhMYfDtw+52My7j6uf0u4M53AHfcZW7ct74D+L375dhm8n8UeNNvmRuzVo48A6TTte4F7rsK6DXwM2KbpS6GSURNhMkyIqImJIoi+vv7kUgkEAwG1yRlvF4vfvCDHwCrs67yJcw8Hg9sNtua52a2MTY2tuZ+5Spj5SezxE7m/Zk/RvB6vQiHw2vuV77MCYVCcLlcsFgs8Hg8Jb/gyVTN/q2X/UNEzSWdLjyzjCUYqZEJgqBeIOPz+QqunRWNRhGPx2Gz2RCLxYq2mUgkstoptf6pEX3IpUd5aCP6acbYDXGPrzbxGJdxGbe6uGYnumtldga4dLH856XTwIXzwPRZ+d8qM1HdrYB/J9Bl0LfLT80CP6y/ZdeJaB1jsoyIqAkps52cTmfehBFWr+oNBoNAnlI48XgcoigiEAgUjSMIQu2vDC4iGAwiFouVnJmVSCTg8/lgt9uzSgQVUu3+JSIy26uLwOxy/seu7Ta7N0T6Ui7gsdlscLlcWRepSJKEQCCAQCAAt9uNqampkmtl5X5u0LK2lt59yJVbdrHSWedG9NPosRti9x5g75vMiXXbm4HdNzIu4zKuHnHNTtD9wfuBu+8zN6ZicUHbds8fBT7zCeDd9wCuXcAt24G9/fK/rl3y/Z/5BPD8cxV1Y1sn8KFdxs0w++YrwDMGlnokIsrEZBkRUZPJLIs4PDxcdFvlcUmSskoMKTPGtCzW7vOZfMKyKp1OY2lpSf1JF7hqzuv1YmZmBpFIpOQsLaW0YqHSlNBp/1LtLC8v4+zZs+rP8nKB7AFRhvVw3BSaVWbhemW0TiiJmHA4jEgkArvdDrvdjv7+fkxPT5dV2tjtdqsXvAiCoHkmlJ59yBUKheB0OmGz2UquDVaLfho5dsMEPmpOHH9OnHUed+V9H6lJ3Gbbz00b1+wE3cc/DfzNF82Jl6u9xPpKT3wXeOedwNvfADz8WXkdxtmZ7G1mZ+T7H/4s8PbfkLd/4ntld2VbJ/BAv7yGmRG+fgqYKrK2bqb18LmczMfjhhSWdKFvD4ma2NGjR3HTTTept48cOYI9e/ZU3N7y8jJeeCF7YdvrrrsOra3aLr2ZXgT+arLi8KTRXziAvvZa96I0u92urkvhdDo1JawUkiTBbrert7X8CXA4HBBFEYIgYHJSPhBHR0fV2VCxWAxer7dozKGhoYJfJPl8PrXE4eTkpG5XE6dSKSwsvHa1XUdHB6xWbdeIiKKIRCKBiYmJNaWWFBMTE2vKT+q1fzMZtX/MUu37n9kWFhYwNTWl3u7v7+dCv1TSejhuvvYy8HSeq3Z3dAL/tb8WPaqc3p/jiKix6Poe8EfvBb5lYFnId+wDPvfVpok7+1t3ovPLX1/7N3KdjpdxaxT3ie8C7zPhgs1H4vI6dOm0PEMrNxFlpF4bMPESYLGsfWzmHPCXD1S3z9+xD/j4KGDfXPZTj14AnpgGJjUmt7B6YdavdQPffRVYKbBNdwvwh9cAV5T4zmY9fC4n8/G4qR+1Pperz2+qiChLb5ucyKmF/3EKmLpsXrz+DcB/2pZ9XyqdwuLConq7vaMdVov+E2N723Rvsu4cOnRI/T3fOmP5OJ1OiKKYlTDKnIHl8/kgCAK8Xi88Hs+a2Vl1s/ZEGXLLR4qiiFAolLVu2dDQ0JpEpV77l4jITOk08OKl/I9xvTIiamoPfhp46sfAmdP6t33VVvnL6CaJu7T5CpwJfAy7TI7bbPuZcQHcfpdcjtHoBN3td8q/WyzAnpvlGVpmmZ8HDv534L7fB9ozske/OAK8977q9/U3DwH//n+Av/8XebZeGfb0yD+n54HkeeCleeDkZWAu9do2XVZgxwbg6k55NtrWTvl+W5s8iyyfSytA9CU5YbaR32YTkUFYhpGoAbRY5BlPtfgxu/SSoytPP9oAe1ta/elrM2asLXkuylpvlPKJyLO2RSGZM5mUhE7uWlyiKGJ0dBQejwcWiwUulwuBQADJZFLX/teKUmJJKbkEAMlkcs349Nq/RERmOrMIXChwGS+TZUTU1Oyb5S+Le+0aNi5Dr11ut9CsjXUWd2XjJpz85BeQ2lSgzOY6Gy/j1kHcBz8tJ9KMkC9Bd7PLmFiFLMwDf/YR4I6bga8/AiwsyImy33u7fknJM6eBd71NXvOsAls7gbuvBD5wNfDX1wMj1wN/dZ38719fL99/95WvJcoAYKAXeNuWwm2eXQL+7iSwlCq8DRFRNZgsI6KibjWo5nQhRtW4JllmMiaRSMDhcJT8icfjEAQBgiBkJYCCwSBisVjesoDJZBLRaBQul6tma5YVE4/HK0pMhcPhrBlj4+PjWY/ruX+JiMxSaFaZleuVERHJsyr++Tv6ffF+1Va5vVKzNdZJ3PSVr8NL4QgWrrnW1LjNtp8ZN4fZCbp7anTOe/ok8PGPAr91k7zemN6lIGdngPfcK5d2rILFAnS2yDPCOlvyV49UeLYAt/UWfnzqMvBPp4AUFxUiIgMwWUZERW3rBIQN5sRydGVfVUT6U9Y6AwC/34/JycmyfnIXXfd6vZicnMTY2BiCwSDcbveabeLxOFwuk6+0K+HgwYNIJBIVPTdzRl1uGUa99y8RkRleKLCmxM5O+QsNIqKmt3sP8O2fyqXXqvGOfXI7WsuarYO4i9/419KJMgPiNtt+ZtwC8cxK0O3eA+x9kz5xKvHKr4ALeRaf1cOZ08Angxo21IfFAuzbClzfXXibZy4A337VtC4RURNhsoyISrqj/DVd6zpOM8ucBTY9Pa1bu263G+FwGGNjY5iZmcHk5CSCwaCa/FFmmlUimUwaMjttcnKyoucNDAyov+fuQ6P2bzFG7R8iag6pdOEF2K8t8iUFEVHTsW8GPvdV4JEYcNuby3vubW8GHonLzy9Uqm69xrWVWTmh0cfLuPUV18wEXeCj1cWoZ988BDzxXdPCtViA/7Id2NpReJvHzwFP6jyRjoiISyISUUl7euTyiEmDLlTCavnFGzca1z7JnE6nOqOqmvWxAoEAHA5H1hpemQRBQDgcRiAQgMfjgSiKiEQi8Pv9Zceanp42ZC2vSmeWZc7+yi1Bqdf+LYdR+4eImsOvFuQF0/PhemVERHncfpf88/xzwLdiwM8mgCPPZJc/67UDN90CvN4ll2fbfSPjMi7jlhl3ZeMmzF/7a7h8/R5s+v33ov2mWyqLpSTo3uEDop8HnvqJ9ufe9mbA/1Hg9ju1jekenzweo1gsQLpG9Qejn5fHaJINLcDQTuDzx4Dzy/m3if8KsLXxuyQi0g+TZUSkyX1XyVeezxb4kFKN3la5fTJeIBDA6Ki8GHEymSzruclkUl2va3p6GuPj4wWTZQpBEBCJRNSEWT1JJpNZYyrneYr9+/dnPabX/iUiMkuhEowtAPqZLCMiKmz3jcDuB+Xf02ng0kVgcQFo7wC6NxZflIdxGZdxi8ZdADB15lU1bk9/f/WxzEgMPvhp4Kkfy6UL9XbVVnlm3f/390Dsa8Diov4xinnqJ/K+0yNZqpG9TU6YffEYsJgnR5gG8A8ngf/nGmBHniU90mlgPgUsLQOtFqDDatyhTETrQ0Mly44dO4Z4PA4A+NjHPlbr7hA1le5WwL8TeOg4MJfSr90uq9xud0O9GzUuQRDg9XrV99J4PA6v11vyeZIkweVyYWZmJqu0oiRJJdfZUsoWZpYvzNTX91pplsw1vxSiKK6ZwaUXn8+HiYmJstYKO3jwILC6L3OTW3ruX0Ut9w8RrX8vXsp//9Ub5C8UiIhIA4sF2NgDoIdxGZdx9Yi7sABYzhoTx8jEoH0z8Pf/ArzrbdlJuGr12uV2d+8BPvk54AMfk2d6/Y8DQKpAiQAjfCv22r4zyY5O4A92AI+ckJNjuRbTwIETwB9dIyfXfrVowb+nt+BVbMBZdGLh2GsL8HZZge2dwK4NcnWjrXkSbETU3BrmFPjpp5+Gw+FAKBRCKBTCBz/4wVp3iajpbOsEPrRLngmmh95Wub1t/IBiqgMHDqgJmVAolDcBk2toaAh+v39NImdoaKjkc8fHx4HVEoX5uFyuNdtmmpiYwN69e0vGqYQoihgcHNS0D5TtlZljkUgk7zZ67l/UeP8Q0fpWdL0yziojIiKi9U5J0PVtkf/VY9rR7j3AP39Hngmmh6u2yu1lrpe2dbs8i835G/rE0OpnE+bGW3XjRuB3X1f48fPL8uyz//cY8PmT7XgGW/AyurGAlqzt5lJyVYXEOWB0Sn7OcxeN7z8RNY6GSZaFQiGkM+ryHj58uKb9IWpW2zqBB/rlq3Cq4dwkt8NEWfkyky9akzyZbDabOptKFEW4XK6i7YRCISSTybzJoXg8jmg0WjReKBRS1zDLZ9++1xZbzhfj0KFDFa11poXb7UZfXx/6+/vV2WCFJBIJNXEViUTgdrvzbqfn/kWN9w8RrW8vzwOXC8wWv67b7N4QERERrRO79wDf/inwjn0aNi7iHfvkdjITZYp0Gnjh59W1X64jz9RszbQ324E7Nhd+fGYZOHa5vDbFy/KstH98GbhkwJIjRNR4GiZZNj4+DrfbjXQ6jXQ6vWadGCIyT3cr8O7twPt2AI4yrzx3dMk1p9+9vbzSi1arVf1pFolEQv1RklKZs4ywOtPJ4/EgGo0iHo+r25daL0sQBExNTcHr9UIURfT392N0dFRdV0wURUSjUTgcDiSTSUxM5L+CLBgMIhwOw+fzZcWUJElNLkmShFis8CLHNptNfTyZTCIQCECSJHVshWZcaVHsuFHijo2NIRwOY2hoCBaLBT6fD6Ojo4jH44jH4xgdHYXH44HH4wEAxGKxkskpvfav0fuH1rJYLGhvb1d/LCxqTxo06nHzYqH1yixyeRoiIqJqNerfSKqtdXHc2DcDn/sq8EgMuO3N5T33tjfL65N97qtyO/lcvKBvqUctZmfkspU1cvcVwM0GVAdNngc+PQWcmte/bWoM6+I9h3RhSadrdElAmfr6+pBMJjE5OYm+vj7ceuutte4SrWNHjx7FTTfdpN4+cuQI9uzJcyWPRsvLy3jhhRey7rvuuuvQ2ro+Fuo6PS9/uHhpHjh5OXtNsy4rsGMDcHUna0KXy263a1oTLJckSXA6nUUTMJlEUUQkEkEikYAoimpMt9uNQCCQdwZVKBQCAHW22OjoKA4ePIhkMqn2d2BgAD6fT/OsJ1EUEQ6HcejQIXUM+/fvRzAYLGP02gQCAXg8njXricXjcYyNjWF8fDxrXwwMDMDj8VTUl0r2b6F2zNo/elrv739EjezAifylZxxdwId31aJH+tD7cxwRNRa+BxBRXXr+OXnNr59NyDO0MhNdvXbgpluA17uAe3zyumqlTJ8F9vYb2uW8Dk/JZStrZCkFfPml8meRadFl5VIhRLVW689xDZMse+tb34oPfOADuPfee3Vp78CBA3j/+9+PlRUTF8KkhsFkWeXSaWAhBSyngVYL0GHVp+w3ETWmZnr/I2okK2ngz34p/83OdecW4K4ratErfdT6BIuIaovvAURU99JpeYbW4gLQ3gF0byz/i5ML54FbthvVw8KePSWv71ZDrywAYREoUE28Kr2t8pIh5VRCIiL91PpzXMPUMwsGgwgGg7hw4YIu7VWyzg8RlWaxAJ0twMZW+V8myoiIiOrPyfn8iTJwvTIiIiIiY1kscsKpb4v8byVfnGzskWekmanXLif2aux7Z41JlAHA7DLw2BmDGieiutcwyTK3240HHngAd9xxh24JM67xQkRERETN6MVL+e9vswC7WHqGiIiIqL5ZLMCem82NedMtNb8i+ugFeRkQIyXPy3GIqPk0TLIMAPx+P4aGhnDrrbdieHgYzzzzTMVtjY2N6do3IiIiIqJG8eJc/vuv2QC0NtQZAhEREVGTutllbrzXmxwvj8fPmRPniWlz4hBRfWm4Cqx+vx8ejwfhcBiDg4Po6+uD2+2GzWaDw+FAX19f0RljkiTh8OHDSCQSsNtNnq5MRBVJpVJYWlpSb7e1tcFq5Td5VByPG6rE4uIiTp48qd7esWMH2tvba9onqn+NdtyspAGxQLKMJRiJiEhPjfY3kuoDjxuN7vEBD3/W3Hg1dGoeEC+bE2tyDjg9D2xlxYWmwPccUjRMssxqtcKSM9U3nU5jZmYGoijWrF9EZI5UyqiK1LSe8bihcqXTaSwuLmbdJiql0Y6bly4DiwW6eG2X2b0hIqL1rNH+RlJ94HGj0e49wN43AYefND7WbW8Gdt9ofJwinja4/GKu5HngbibLmgLfc0jRMJfYC4KAdDqd9WOxWGCxWNbcX+qHiIiIiKhZFSrB2G4Brt5gdm+IiIiIqGKBj5oT5z0fMidOEcdNmlWmeGne3HhEVHsNM7PMZrOpiTGsJs8qxZloRERERNSsXriU/36hC2ip7ZrtRERERFSO2++SyyN+K2ZsnP/+ZeCN/wHo6TU2TgHpNPCyycmrk5fluBZ+PiZqGg2TLOvr6wMABAIBPPzww1W353K5cOzYMR16RkRERERU/9Jp4NIyMFVgZhlLMBIRERE1oAc/DTz1Y+DMaeNi/PuPgd97O/D3/wJsudK4OAUspIA5k1dZmEvJcTtbzI1LRLXTUGUYASAUCunSnsfj0aUdIiIiIqJ6dWoe+PYrwJePA3/+S+AvXgSWC2x7bbfJnSMiIiKi6tk3y0msXruxcZ77GbDvrcAJ8ycfLNdoVZ1axSWi2miYZJnNZgMAXHPNNbq0t3nzZkiSpEtbRERERET15OgF4IvHgE9PAYlzwAtzpa/G/Z9ngOcumtVDIiIiItLN7j3AP38HuGqrsXGOTwL7PMDzR42Nk6O1RqUQaxWXiGqjYZJlHo8HQ0NDurXndDp1bY+IiIiIqNYuLQP/+DLwyElALHMR9KnLwIET8vMvFZp+RkRERET1afce4Ns/Bd6xr7p23vJWYPMVhR9/5VfAO+8Cxp+sLk4ZOqxAl8nfYndZ5bhE1Dwa5r/84OAgvvKVr9Rte0REREREtXRqXp5JljxfXTvJ83I7p0xeRJ2IiIiIqmTfDHzuq8AjMeC2N5f33NveDDwSB/7uUSD+A+Dq/sLbnpeA//zbwBPfLd1uOg1cOA9Mn5X/TZdf29BiAbZ3lv20quzYIMcloubRWusOEBERERFRdU7NAw8d12/h89llub0P7QK2mfzFBBERERFV6fa75J/nnwO+FQN+NgEceQaYnXltm147cNMtwOtdwD0+YPeNrz12dT9waAx4z73Az/9v/hgL80DgnUD4YeDed2U/9vxROe6zE8DRZ9fG3XMzcLMLuGdfdtwidm2QS4ub5Wp+BiZqOusiWXb+/HkcOnQIY2NjkCQJoijCZrNBEATs3bsXbrcbt9xyS627SURERESku0vLQPSEfokyxVxKbveBfqB7XZw1EBERETWZ3TcCux+Uf0+ngUsXgcUFoL0D6N5YfOrUFVcB//S/Af9+4HCBkosrK8DH/MDMOeC9H5ZnmkU+V3h7QE6cPflD+efhzwJ73wQE/hi4/c6iQ7l1k7wWr1mcm8yLRUT1oaFPe5955hmMjIwgHo9n3Z9enc6bTCbVxxwOB8LhMO69996a9JWIiIiIyAiPnZFnghlhdllu/93bjWmfiIiIiExisQAbewD0aH/OJhvw378B/OF/ARL/u/B2fzMMHPwH4MVflN+vw0/KP+/YB3x8VC4lmce2TkDYUP66vJW4uhPYypllRE2nYdYsyzU8PAyXy4V4PK4mxxQWiwWWjCsj0uk0XnzxRXi9Xrzzne+sQW+p2VnyXKmTe9xSYRaLBa2trepPvv1JlIvHTX1IpdZOdbFa6/fjR0tLC7Zs2aL+tLS01LpL1ABqedwcvVD9GmWlJM/LcYiIiMrFz1ZUCR43daZzA/DQ14Hf/f3i21WSKMv0zUPA3W+USzgWcEf+PJruzi4CL3P93qbB9xxSNOTMsjvvvBOJRCIr2aD8brPZAACSJK15XjqdRiwWQzKZxPj4ODZt4nxaMke+L4aXlpbQ1tZWk/40GovFwn1FZeNxUx+Wlpaybude0FJvWltbsWXLllp3gxpMLY+bx00qRfPENLCnjIuQiYiIwM9WVCEeN3WotVVem8y+GXjkC8bFOXMaeNfbgH/+DrB7z5qH9/TI5RGNvlhsLgV88TjwB9uBGzYaG4tqj+85pKjfS7sL2L9/P8bGxpBOp+F2uxGJRDA5OYlUKoVUKoXp6WlMT0+rt2dmZjAxMYFwOAyn04l0Oo3JyUm43e5aD4WaiMViQXt7e9Z9Fy9erFl/iIjMcv589llMW1tbXSfLiBrJqXlzytAAwOQccJpX1xIRERE1L4sFGP4bIPRXxsaZnQHec6+8Dloe910F9Jow/WMhBTxyAvjpjPGxiKg+NFSy7NFHH0UsFoPT6cTk5CS+//3vY2hoCP39/QWf09vbi1tvvRUPPPAAxsfH1RllExMT+OxnP2tq/6m59fRkX459/vx5lmIkonVteXl5TbKst7e3Zv0hWm+eNviK2lxGX8FLRERERA3A/0fApx4yNsaZ08Ang3kf6m4F/DuBLhO+1U4BOPQr4NuvACl+hUe07jVUsmxoaAgejwfj4+NFE2TFOJ1OTE1N4ZprrkEwGFzzJR6RUXKTZUtLS3j55ZeZMCOidWlxcRHHjx9fs2YZk2VE+jlu0qwyxUucWUZEREREALDlSuNjfPMQ8MR38z60rRP40C79ZpiVWqEqcQ74+ilgee2S3Guk08D8CnBxWf6XX/sRNY6GWbPs0UcfBQDEYrGq27LZbBgbG8O1116LWCyG+++/X4ceEhXX2dmJtra2rPV7Lly4gMnJSWzatAkbN25Ea2tr3vXNml06nc5KKtb7mkdUH3jcmCudTmNlZQVzc3O4ePEi5ubm1lwM0N3dXffryKVSqaz36ba2Nr4vU0m1OG7SafMXHT95WY7Lt1IiItKKn62oEjxuGkDkc+bEiX4euP2uvA9t6wQe6AceO1NdBQTnJuA/Xgn8zzPAsxcKb5c8D8wuA+/ZAXTnZNdOzctVH45flj+jz2Uk1bqswPZOYNcGOdbWzsr7Ssbgew4pGiZZdvDgQfzpn/4pNm3apEt7giDA7/fj0KFDTJaRKSwWC7Zt24aXXnop6wvkpaUlnDt3DufO5a/FTEx6UGV43NSXtrY2XHXVVbXuRklLS0uYmppSb/f396Ojo6OmfaL6V4vjZiGVfRJuhrmUHLez1KW3REREq/jZiirB46bOPX8UOPykObGe+gnw/HPA7hvzPtzdCrx7u5yEemJaXmdXK0cXcMdm4MaN8u3/vB34X6/I7RQyOQd84ZhcBnJzO3D0AvD4ueLrCM+lgBfm5J/EOUDYAAxueS0u1R7fc0jRMMmyp59+GqOjo7q26fP58P73v1/XNomK6erqwtVXX70mYUZEtJ51dHRg586ddT+rjKiRLNfoY0St4hIRERFRnfhW9VW/yo63+8Gim+zpkX+OX1jEj06exyvYgLPoxEJGgcUuK7BjA3B1Z/4ZXlYL8I6rgL42ebZaoY+9rywCn5uS23r+UvnDES8D4gm5D/ddJSf8iKg+NMx/R1EUcc011+japiAIEEVR1zaJSlESZqdOncqa4kuFpdNpLC4uqrfb29s5Q4hK4nFTH3p6erB161a0tHAqCpGeWmv0dlaruERERERUJ56dMDfez7THe117GrdZzgKrZcu3X9MPa1sHWi1Ah1VbOfHf7APsbcDXXgYWC2TMLqUqS5RlSp6XZ6r5d8olJYmo9hqm+GZvby/On6+iAG0BNptN9zaJSunq6oLD4UB/fz82b96M9vb2WneJiEgXLS0t6O3txfbt23H99ddjx44dTJQRGaDDKl8da6YuqxyXiIiIiJpUOg0cfdbcmEeekeOWybKaINvYKpcRL+fa2T09wId3AT0Gn8rOLgMPHZfXPCOi2muYmWWCIGB8fBx33HGHbm0mk0n09fXp1h5ROSwWCzo7O9HZ2Ykrr7wS6XQaqVSK5RnzWFxcxPHjx9Xbu3btYoKRSuJxYy6LxQKr1crZe0QmsVjkhcJfKGNdhmrt2FDelwxEREREtM5cvADMzpgbc3YGuHQR2NhjatidG4A/6geiLwFnFjU8oUJzKSB6AnignyUZiWqtYf4LDgwMIBKJ6Josi0QicLvdurVHVA2LxcLZFwWsrKxkfQHf0tKC1taGefuiGuFxQ0Tr3a4N5ibLrmZ5GCIiIqLmtmRg1qiYxQUA5ibLAHn9sj+8Bvi7k8CLBn7unl2W10l793bjYhBRaQ1TSMXv9yMej+OJJ57Qpb1HH30UP/jBD+Dz+XRpj4iIiIjITLduMjee0+R4RERERFRn2mpUraW9ozZxAWxoAf6DCYXJkueBoxeMj0NEhTVMsszpdOKWW26B1+vFs89WVxv30Ucfxb59+yAIgq4z1YiIiIiIzLKtExA2mBPL0QVs5cwyIiIioua2sQfotZsbs9cOdG80N2aOH54zJ84T0+bEIaL8GiZZBgCxWAwzMzNwOp340z/9U5w/f76s5x87dgz79+/Hvn37gNUyjEREREREjeqOzesrDhERERHVMYsF2HOzuTFvuqWmC+eemgfEy+bEmpwDTs+bE4uI1mqoxVsEQcChQ4ewb98+hMNhhMNhOJ1OuN1uOBwOCIKgbitJEqanpyFJEiYnJ5FIJCCKIgAgnU5jdHSUs8qIiIiIqKHt6ZHLIybLu4asLM5NwI21vZiXiIiIiOrFzS7gyR+aF+/1LvNi5fG0gZ+z80meB+5mRQeimmioZBkAeL1efOUrX8H73/9+AEAymUQymdT03HQ6DQAIhUL42Mc+Zmg/iYiIiIjMcN9V8lWos8v6t93bKrdPRERERAQAuMcHPPxZc+PV0HGTZpUpXuLMMqKaaagyjAq/34/x8XH09/cjnU6rSTDl98yfzPttNhtisRhGRkZqPAIiIiIiIn10twL+nUCXzp/su6xyu90Nd3kdERERERlm9x5g75vMiXXbm4HdN5oTK490GnjZ5OTVyctyXCIyX8Oe+jqdTkxOTiIej+NTn/pUwdll6XQagiAgEAjggQceML2fVD1RFLNKbOq9PdW/trY29Pf3Z90mKoXHDVWCxw1Voh6Om22dwId2AV88Dsynqm+vdzUBt40lYIiIqAr18DeSGg+PmwYQ+Chw+Enj49z9u2Vtrvexs5AC5nT4bF2OuZQct7PF3LjNjO85pGjYZJnC6/XC6/VidnYW4+PjEEURkiQBq2ucOZ3OrIO9HkWjUUQiEXVNNQBwu90IBAJwu92Gx5ckCdFoFAcPHlT3n81mM6wPoijC5XIhFotpatvn8yGZTMLtdsPn82FgYACCIMBms6ntJZNJjI2N4dChQxAEARMTE7r2mWrLarWio6Oj1t2gBsPjhirB44YqUS/HzdYOOck1v1hdO85NculFzigjIqJq1cvfSGosPG4awO13yeURvxUzNs7f/hVw0y3ALXs1ba73sbNcoxletYrbrPieQ4p1cwrc29uLwcFBDA4O1rormiWTSQwODqKvrw+hUAh+vx9YTf5EIhF4PB54vV4cOHBATQzpLR6PY2hoCJIkIRwOw+v1oq+vD6IoIhQKwePxwO12Y2xsTLeYPp8PkiSpSU2tEokEEolE0W2UUptEREREzebYZeBMFYkyRxdwx2bgxo169oqIiIiI1qUHPw089WPgzGnjYszOAO++B/jKPwNvvt24OAW0WkwPWdO4RM2uIdcsWw8SiQRcLhf6+vowMTGhJsqwOiMuHA4jEokgHo/D5XKVnVjSIhQKqYmriYkJBINBdcaW0+nE2NgY/H6/2lc9RKPRgiUzq+V2uzE1NcUSjERERNSUflrk42L/hrVrmnVZgeu7AfdmINgPfHgXE2VEREREpJF9M/D3/wL02o2NM3cJeJ8X+N7/NDZOHh1W/dcFLqXLKsclIvM11H+9Y8eO4TOf+Qw+85nP1LorVZEkCT6fDwAQi8UKzhrz+/3w+/0QRVH3GXPRaBSjo6MAgEgkAqfTmXe7SCQCm82GZDKJQCBQVUxJkqpuIx8lsTc2NmbYDDwiIiKieja3AjxzPv9jN3QDH7kG+OvrgZHrgb+6Tv73r68HPnA1cPeVwFauTUZERERE5dq9B/jn7wBXbTU2zuIi8OH/DMT/0dg4OSwWYLvJn5N3bJDjEpH5GqYM49NPP42BgQH1tiiK+PKXv1zTPlVKKXvodDoLJqkUoVBInY0Vj8fh9Xqrjp+ZtLLZbFmz2vIZHh5W+xEIBEr2uRCfzwebzVbRLDmlRGQymcT09DQAoK+vD263mwmyJrC8vJx13NhsNrS2NszbF9UIjxuqBI8bqkQ9HDfjs8BSgbUN3rh6sa/FwoXCiYjIXPXwN5IaD4+bBrN7D/DtnwKfDALfPFR5O3ffJ5dd/PET+R9PpYDQB4Hzs8B7P5x3EyOOnV0bgBfmqmqiLFfzIjbT8T2HFA3zqodCIaTTaVhWU+uHDx+udZcqIkkS4vE4sFo2sBRBECAIAkRRxMjIiC7JslAopP6upQ+Z20QiEUQikbJjRqNRTE9PY9++fYhGo2U/Hxn7gprPysoKzp49q97u6enhHy0qiccNVYLHDVWi1sdNOl24BGNvK0srEhFR7dT6byQ1Jh43Dci+GfjcV4F3+IDo54GnfqL9ube9GfB/FLj9TmBpCXggAHwrVnj7vxkGpBngo3++ZgpW1rGTTqPHsrr+V1s7sLGnoilbt24CEufKflrFnJvMi0UyvueQomFe9fHxcbjdbiQSCQDA/v37a92limQmivbu3avpOUqyLJlMQhTFqhNGhw69dpWHlrYyt4lGo2UnyyRJQigUwsTEREWJNiIiIiIqbOoy8KuF/I/9hg1oYRkXIiIiIjLD7XfJP88/Jye8fjYBHHlGnjGm6LUDN90CvN4F3OMDdt/42mNtbcDfPgJs6gW+/kjhOA+NAucl4OOfBqyvrTJk+eVz2PJPf4cNzx9F5+TzaLmYUae81w7suRm42QXcsy87bhHbOgFhAyBeLnNfVMDRxfLoRLXUMMkyrCZqJicn0dfXh1tvvbXW3anIwYMH1d+1lg/MTFYlEomSZROLEUWx7DKIuf1MJBKaZqQphoaGMDw8zFlhRERERAYoNKvMAuANrFZNRERERGbbfSOw+0H593QauHQRWFwA2juA7o3FZ3hZrcBf/q2c3Prypwtv949RuSRj+GHgxz8AIp9D++EnsaXQ9rMzwJM/lH8e/iyw901A4I/lGW0l3LEZEE+W3Kxqd2w2PgYRFWbVsE1dGBgYwNNPP43BwUFdEmUHDhxAS4v5izYkk0n1976+Pk3PyUxWTUxMVBU/N1G2eXP578KZYyglHo9DFEUEg8Gy4xARERFRcZdWgGfO53/sho2Avc3sHhERERERZbBY5BKIfVu0l0K0WID/+nFg+G+Kb/c/DwJv2QO8zwccfrK8fh1+EnifF/jo/cBM8TqLe3qML49oaaQv6onWqYb5PxgMBhEMBnHhwgVd2it3dpUeRFHMuq11plVmQmt8fFz3fmmRmbDTul6cJEkYGhrCgQMHDOwZERERUfManwWW0/kfeyNnlRERERFRI3vfR4BPPZRVanGNM6eri/HNQ8DdbwSeP1p0s/uuktcDNkoawN+dBH55ybgYRFRcwyTL3G43HnjgAdxxxx26Jcy0lkHUS6UJusx+Vpvkyx3zuXPaVqjMjJub9CtkaGgIfr8fTqezzF4Wlkgk4PP5YLfb1R+Xy5W1FhwRERFRM0ingZ/O5H+st1WeWUZERERE1NB8/xn44teA9nbjYpw5DbzrbUUTZt2tgH8n0GXgt+lLaeCRE8CLTJgR1UTDJMsAwO/3Y2hoCLfeeiuGh4fxzDPPVNzW2NiYrn0zy/T0dFXPFwSh6iShloRdIpFAMplEOByuKpbi3Llz8Hg8CIfDCAQCmJqawszMDKampuB2uxEIBGC325FIJHSJR0RERFTvxMvAmcX8j73BBrRoqHBDRERERFT37vpt4EAM6Oo2LsbsDPCee4uWZNzWCXxol7EzzJbSwIETwOSccTGIKD8D/2sbw+/3q0mTwcFB9PX1we12w2azweFwoK+vr2gySJIkHD58GIlEAna73dS+5ya6Kkla6VE+ct++fepMLC3rj+VuoyVh5/P58IMf/KCKXmYbHR1FJBKB3+/Put9msyEcDsPhcCAQCMDj8WBsbAxut1u32ADw85//HIuLBb6NymCxWNDWJi8OcsUVV+DKK68EACwuLiKdLlAjKY+Wlha0tmb/90ylUlhaWiqr321tbbDmTFVfXl7GysqK5jYsFgva81y9Y+aYFhYWsLy8rLaTqxHHlGm9vE6Z6mFMynFjtVrX9KVRx6RYT6+Tol7GtLCwgJWVlbzvNY06JqzD1wl1NqaFhQWk02lYctZfMHpMPz7XCmDtsWpBGr9hy+5Lo75Or7zyCs6ePQur1Zr3dVI+H2SanJzU3D8iIiIiahC/eQfwtW8C77oLKPNzrWZnTgOfDAKf+2rBTbZ1Ag/0A4+dAZIF1g7WYksbcLbAMBZXE2aBnUB/V+UxiKg8DZMss1qta76ASKfTmJmZ0VwWsNZqsU5aPqFQSE2WaZmJFYlEymo/EAjoWn5REAQMDw/D6/UW3Mbv9yMcDkMURfh8PszMFKhJVCGfz1f2cx588EF84hOfAACcPHlSU7JNsWXLFmzZsiXrvqWlJUxNTZXVh/7+fnR0dGTdJ0kSzp49q7mN9vb2vOvrmTmm5eVl9f9PviRzI44p03p5nTLVw5iU46arqwtdXdmfLht1TIr19Dop6mVMy8vLuHDhQt4Lahp1TFiHrxPqbExKwiY3mWPkmObTVvxfXJu3HUf7Euxt2QmqRn2dvvSlL+Ghhx7SHI+IiIiI1jFp2rhEmeKbh4B3+IDb7yq4SXcr8O7tgHMT8MR0ebPAHF3AHZuBX+sGYr8C/q3A18ULKSByAvjA1cCuDRWMg4jK1jBlGAVBQDqdzvqxWCywWCxr7i/10+wEQUAwGFRvl0qYJRKJvF9yFNo2kUjoVn4RAGKxWNFEmULZRpIkhEIh3eITERER1ZtfohcrBT7KOzsvm94fIiIiIiLDRT5nTpzo5zVttqcH+PAuINgPuDcD13evXdOsyyrf794sb/fhXcCNGwGrBfC9Dritt3D7CyngKy8BL/HjPZEpGmZmmc1mUxNjWE34VKpWM9GqXStMT+FwGMlkEolEAoFAoGC5GqXk5cjIiHpfsX0fCATKnommF4/Hg9HRUWC1bOPw8HBd7XMiIiIiPaTTwM+R/zNON5bgaDf4alsiWpckSYIoirpVCCEiItLV80eBw0+aE+upnwDPPwfsvlHT5ls7gbs75d/TaTnJtZwGWi1AhxWwFFhL2GoB9m8FUgDGZ/NvM7+aMPvA1cDOIjPMyolLRPk1TLKsr68PWE3GPPzww1W353K5cOzYMR16pp0yBoUkSWUnc/RM/oyNjSEUCmF0dBQOhwORSERd6yuZTCIUCsHpdMLr9WbN1ModhyIUCsHtduu+XphWuUm8RCKhaUaaFrFYDA6Ho+R2uWuWKXbs2FH2+im52tra0N/fr7kN5Tm5bDYbenp6NLeRW/5UYeaYFhcX1fVOWlpa1vSpEceU+5xcHFP1Y1KOG2XNssz2GnVMivX0OinqZUyLi4s4ffq0Wk4vc3yNOiasw9cJdTamxcVFvPLKK2qflH+NGpN42QLp9Np1wADgjXYL+uxrPy826usUCoVw//33l71mWSUltImaXTQaRSgUUs8LS60HrpUoimVd7Fru9lTfcteuLPR3gSgTjxvK61sx8+PtfrDsp1ksQOfaU4yCrBbgXVuBVLrwGmiXU8BXTgAfvBrY3vna/afmgafPA8cvAy/PA3Op1x7rssrb7togl4vc2pm3aeJ7DmVomGSZIAj4wQ9+oFt5PY/HgwMHDujSllZ6nGgUSlRVKhwOq7PBAoEApqenAQADAwNq8guAej8KzCxLJpOIRqO6rxVWjtx9c/jwYd2SZTfccAP27NlT8fPzLWxfLqvVumbdkEq0trau+bKpEmaOqaOjo+gXc404plI4psK0jqnYcdOoYyqGYyqsnDEVO24adUzFcEz5lTumQseNUWMaL7BkmAXAmze3Il/IRn2ddu7ciZ07dxrSNjWnaDSKSCSSVW3E7XYjEAiYdtGfkX1IJBKIRCJIJpNq0snpdGpqW6k2EggEKo4/MzOz5rzX5/MhmUzC7XbD5/NhYGAAgiCo24miiGQyibGxMRw6dAiCIGBiYqLiPlB9KbR2JVExPG4or2dN/tvwM/PiWS3A720DVtLAsxfybzO3Ajz8EvChq4HpJeDxc4BYpDzjXAp4YU7+SZwDhA3A4Ba5BCRl43sOKRpmzTLlg/Q111yjS3ubN2+GJBVYQdEgucmczARUMZn9NKKsoCAICIfDmJycxMzMDGZmZjA2NpZ1MpXZB4/Hs6YNn8+HWEzfKzySySQcDgfsdjui0WjZzzf79SUiIiIy2sXlwifQezYCtrWTwYho9dzCbrerFwsq5z0TExMQBAEejwc+n8/Qcwgj+6CcO3k8HvT19SEWi2FmZgaxWExtt9SFp+Pj41WMTl5Dutj5qrIEgMvlgt1uV9cgdzgc8Pl86jmf3ueVRES0DqTTwNFnzY155Bk5rklaLMC7twOvL1LE4dIK8LfHgEdOFk+U5SNeBg6cAP7xZeDS2uIMRNRIM8s8Ho+uJy5OpxNDQ0O6tadF7omD1vFkridWiyx37hpvuVckKuUa9b4Sc2hoSI0dCASwb9++spKFXK+MiIiI1pvDs/IVp/m80W52b4gaQyKRgMfjUWcsZZ4nKBcOOhwOBAIBJJPJNdvUex+i0SgCgQBsNhsmJiay1hxzOp1wOp3Yt28f+vv74fF4Cp63VbO2t81mq7pyi9vtRiwW43kcERGtdfECMGtyNavZGeDSRWCj9hLk1VISZv9wEjhyMf82y1Xm75Lngck5wL8T2MbSjERZGiZZNjg4iMHBwbptTyun04lkMgmUMbMsc7u9e/ca1rdClP5itf+5Jy/xeByiKJZdzzV3LYlgMIhwOKzeLvdkLXd/alljjIiIiKhRpNPATwtca2VvBX6t2+weEdU/SZLU845iiRi/34+JiQlEo1EMDg7qWgbQyD4oiTIA6gy1XPF4HKFQCJIkZa1TndtHSZIQDAbV2WlajI+PIxAIVJXkcjqdCIfDNVv7moiIGsDSYm3iLi4AMC9ZBgCtFuAPtgN//zLwXIGEWbVml4GHjgMf2sWEGVGmhkmWrRdut1tNPmlNBmVup9caXOUYGxtTfx8eHl7zeCQS0dxWIBBQx6OciClyT+wEQVD3VTgcLnnylbs/9+3bp7lfRERERPVucg54tcD3BG+wyWsdEFG2oaEhSJKkzrAqJhQKIRqNIplMIh6P63buZVQfksmkmiiLRCIFq5CMjIyo50qZF0JmEkURNpst6+JFLXw+H/x+f8lEVzgchtfrRTKZVC9y7Ovrg9vt5kwyIiIqra1Ga9K2V7/mbyVarcB/2Q783UngF5eMiTGXAqIngAf6gW5mCIiARkuWHTt2DPF4HADwsY99rNbdqcjw8DBGR0eB1Sv/tFBOaARB0K0Mo3ISNjAwUPIqwEOHDqnx852slXMFYGacvXv3Fn2u2+2GIAiaa9ZnJvV40rW+LC4u4uTJk+rtHTt2oL29Rh+UqGHwuKFK8LihSph13DxZYFaZFcBv8GMP0RqSJKnnj1rOWZTzLVEUMTIyokuyzMg+KLPVBEGA3+/X1J9C55Pj4+Nlz+zKTNRpjV2LZQWotvjZiirB44bW2NgD9NrNLcXYawe6N5oXL0ebFXjPDuCvXwQurBgTY3YZeOyMXPqxmfE9hxTWWndAq6effhoOhwOhUAihUAgf/OAHa92lithsNvUkRElCFZNIJNTfSy3IjNUSG4WuFlSIoojR0VFIkoREIoGRkZGC20ajUXVtNbMXWg4EAojH45rXdlNOQrF65SKtH+l0GouLi+pP2sQFVqlx8bihSvC4oUqYcdxcXAZ+dj7/Y3s2Ar1tuockanjRaFT9XWs5eyWZk0wmq1rDy+g+RKPRrPWdi4nFYvD7/fD7/QUTWxMTE2WV/E8kEohGo6afI1Lj4WcrqgSPG1rDYgH23GxuzJtukePW0AuXjEuUKZLngaMXjI1R7/ieQ4qGSZaFQqGsA/Xw4cM17U81IpEIbDZb1lWGxbbFah33YlcLSpIEh8MBn88Hl8ulzl7LJ7f+/ObNmwu2qSTogsFgyZIhWmQmvkqt2SYIAoLBoKa15TJPFvXqKxEREVG9ODwLFDpPfqPd5M4QNYiDBw+qv2utOpE58ynzwsV660PmxYGlZsAJgoBIJFK0VGMoFNI8O01Zgy0cDvO8i4iIzHOzy9x4rzc5Xh6PnzMnzhPFv6IlahoNkyxTykKk02mk02ns37+/1l2qmCAIOHDgALBaOqPY1YLxeBw2m63kFXuJRCKrnWKzxWw2GwRBgM1mg9/vRzAYXLONJElwuVzqIs96zdTKTJBpmTGmxPV4PAW3j8fj6tWUfr+fs8qIiIhoXUmngZ8W+NhkbwN2d5vdI6LGkFlxI/eCwUIyE1pay+ab3YfMcz/l3K5ayvmhFkNDQ+qFjURERKa5x2dywDSQSlXwtDRw4TwwfVb+t8JZSqfmAfFyRU8t2+QccHrenFhE9ayh1iyLRqOYnJxEX18fbr311lp3pyperxdjY2PqTLBwOKxeyafM6IpGo3C73SXXFEOeqxRLnTCNjY3B5ZKvkIjH4+rJUTKZxOHDhzE6Oqom6aqp1a8s4CxJEg4ePJiV8FISesrViAMDA3nHOTExgUAgALvdjmAwiL1790IQBExPTyMSiagJxcx9SERERLRevDgHvLqY/7E32gBrbavDENWl3AsStSaUMqtujI+P12UfMtdqHhgYqKqP5YrH44jH45icnDQ1LhEREXbvAfa+CTj8pDnxHv4skHwKCH8Z2HlN8W2fPwp8KwY8OwEcfTZ7bbVeu1xC8mYXcM8+YPeNmsI/XaAEu1GS54G7O82NSVRvGmZm2cDAAJ5++mkMDg7qkig7cOAAWlpadOlbpdxuN6amphAOhxGJRGC322G329Hf34/p6WmMjY1hbGxM0xV+brdbvbJPEISSM9EEQcDMzAwcDgdGRkYwODgIh8OBoaEhJJNJRCIRzMzMVL2otc/ng8fjgc/nQyKRgM1mU3+wmjBTtim2hlskEsHY2BhEUcTQ0BBcLpc6Ky8cDmNqaoqJMiIiIlqXCs0qswK4rdfs3hA1Bq3rHufKPPeqtA2j+5BZmjFz29HRUbhcLlgsFtjt9pLl+SsxNDSEYDBY8Wy2RCIBn8+nnvsq/cxc242IiKigwEfNjffv/wd4+xuAf/pq/hliT3wXeOed8jYPfxZ48ofZiTJAvv3kD+XH3/4b8vZPfK9k6OMmzSpTvMSZZUSNM7MsGAziAx/4ANxuN3p6eqpur9oTH70opRD1SPSEw+GySxAGg0FDy2foecWh2+2G2+3WrT0iIiKiendhGfhZgatK9/QAvW1m94ioeZRaY7lWfchX2tHlcqlVSQRBgCRJOHToEAKBAEZGRnDgwIGqL4QMhUKQJAnDw8NlP/fcuXPweDxqOwcOHFDX8R4ZGUEgEEAoFEIsFtP9nO/nP/85FhcLTM/NYLFY0NYmv6leccUVuPLKKwEAi4uLWeunl9LS0oLW1uyvWlKpFJaWlsrqd1tbG6zW7Oubl5eXsbJSaAXLtSwWC9rb29fcb+aYFhYWsLy8rLaTqxHHlGm9vE6Z6mFMynFjtVrX9KVRx6RYT6+TwtQxvel2tN59H1q+/VhZbVdl7hLwF3+E9He+gcW//BywfScgTaP1b/6ksn4cfhI4/CRW7v5dLP/ZCGBbW6Y5nQZOzrcDMK+ExInLaczPL8JSIuR6PPZSecptNvqY6uF1euWVV3D27FlYrda8Y1I+H2SqdfWChkmWud1uPPDAA7jjjjvw+OOP65Iw01qTnYiIiIioFp6aBQqdzryJH2WJCspNMlVy7lftBZZG9CH3ts1mg8/nw/79+7MuglQuyhwYGFCrckQikYov0pQkCaOjo/B6vRWNY3R0NG98pZy+w+FAIBCAx+PB2NiYrgkzn6/8NW4efPBBfOITnwAAnDx5UlOyTbFlyxZs2bIl676lpSVMTU2V1Yf+/n50dHRk3SdJEs6ePau5jfb29ryzAM0c0/Lysnrc5jt2GnFMmdbL65SpHsakHDddXV3o6urKeqxRx6RYT6+TwuwxWf/TB9D/b/8HbedeLav9alme/CFa3/GbmL73XbB993+iZbq6+C3ffhSpf/tXnPzkF7BwzbVZjy2mrbiM66vscXkupyz45dRxtFuKr9O2Ho+9bdu2rbmv0cdUD6/Tl770JTz00EOa49WDhinDCAB+vx9DQ0O49dZbMTw8jGeeeabitjLrvBMRERER1ZtUGvi3mfyP9bUB13eb3SOixlEPlUSM6EPuOmjKLLNC1UKcTqeaoAoEAlmz0soxNDSktlEuZZmAYok6v9+vfhlTSXKLiIiaR2qTDSc/+QWsbNykb7sdnUi1rZ1Fk6nl8iVc8U+PoK3KRJmi7dyruDoUQMexF7PuXzFxRlk9xCWqFw0zs0zh9/vh8XgQDocxODiIvr4+uN1u2Gw2OBwO9PX1Fb3STZIkHD58GIlEAna73dS+ExERERFp9eIccLZAtY032AArz2WJmk7ubLVEIoGJiYmiz/H5fOqaYD6fr+zyNqIoIh6PA6sVX8pVaj1thdfrxejoKCRJQigUKnuJASIiah4L11yLl8IR7Pj4R3SZYba0+Qqc/OQXkGrvwNbPfxJdRyufoFGulovnsePjH8HUl/4JqU3yd9ot0F62T9e+1CguUb1omGSZ1WqFJadoajqdxszMzJqr64iIiIiIGt2TBWaVWQH8BkswEhVVDyX3jeiDskZZZgyn01n0OZkJLlEUkUgkykp6RSIRYHWWmpE8Hg9GR0eB1bKNw8PDuuzDWCwGh8NRcrvcNcsUO3bsKHutkVxtbW3o7+/X3IbynFw2m62sJSlyv0NRmDmmhYWFou004phyn5OLY6p+TMpxk7veDhp4TIr19Dopajam/n6kvvUTrPzNMFq+/WhZsTKt3P27SP3ZCLYpa4e98ftY+fojaPnbTwIL8xW3W462c6/C8T++guVPy39z02lgw/E0LqfMuzpugzWN63ft0rRmWa5GP/byrVnW6GOqh9cpFArh/vvvL3vNslpWGWiYZJkgCGuSYsoLVs4BhyIvNBERERFRPbiwDPzfC/kfu6kH2NQwn+KJaiM3qSRJUtmJl2oTNUb0Iff2wMCApnYyz6djsVhZyTJlVpnWWJXKXRMjkUjA6/VW3e4NN9yAPXv2VPz8fAvbl8tqta5ZN6QSra2ta75sqoTZYyrW50YdUzEcU2HljKlQvEYeUyEcU2Elx3TVVuAL/x24951A9PPAUz/R3vhtbwb8H0XL7XdiTXriff8PMHgX8MD7gaefqrT7ZWn59qNoufedwO13AQB2dAIvzJkSGgCwc4MFnZ2VvWaNfuxlXtihaPQx5WP2mHbu3ImdO3ca0rZRGuY022azwWKxqImxfIvLacWZaESNpaWlJWtxy3xXWRDl4nFDleBxQ5Uw4rh5SgIKLa39ptpPmCGqe3rMSMpNdtVDH3JvV3JenEgkytpWOX/WMjurGrljO3z4sC7JMqotfraiSvC4obLdfhdw+11Yfu5nWHz062h97lm0/uIIrOdnX9um1w7cdAvwehdwjw/YfWPxNvuvAw5+H/i7LwHhv5Cnexkt+nk1WbZrg7nJsqs7zYtVb/ieQ4qGSZYpH5wDgQAefvjhqttzuVw4duyYDj0jIqO1trZm/dEi0oLHDVWCxw1VQu/jJpUGfirlf2xzG3Bdt26hiNat3MTL9PS0puSVJL32n0/vmWV69KHU7UIyt8td96yYzPXGyk3MJZNJ+Hw+TE9PIxwOw+/3l/X8zP1AjYufragSPG6oUq03vh6tN75evpFOA5cuAosLQHsH0L0RJWsM5mppAf6DG/jUnxvS3zWe+gnw/HPA7htx6yYgcc6csADg3GRerHrD9xxSrC3+W6eUD+ahUEiX9jwejy7tEBERERHp6YVLwLml/I+9wQZYWVGcqKTcJJLWxMvk5KT6ezXVTIzsQ+baYUYnlDJnoZWbPBwaGoIoipAkCYFAoOy+1sO6c0RE1MAsFmBjD9C3Rf630mV5vhXTsJGOVuNt6wSEDeaEdHQBW5t4ZhmRomGSZcoH5WuuuUaX9jZv3swr1YiIiIio7jxZ4COqFcBv8LtjIs0yk0paZ1Nlbrd379667EPm2mFa28w89y0nCZi5hEG5ZSnLXf4gdyxGl30kIiLS5NkJc+P97LV4d2w2J6RZcYjqXcMkyzweD4aGhnRrz+l06toeEREREVG1zi8DRy7kf+zXe4CehimiviqdBi6cB6bPyv+asdYD0Sq3263+rjVxk7mdHutlGdEHn89XdpuZMpNtxeSubVbuTK/MpFw4HC75/Nyx7Nu3r6x4REREukungaPPmhvzyDPqZ+Y9PcaXR3RuAm7caGwMokbRMKfbg4ODGBwcrNv2iMg4qVQKS0uv1aNqa2uD1dowuX6qER43VAkeN1QJPY+bpyQgVeCxN9or7KDZnj8ql495dkL+cmF25rXHeu3AnpuBm13APftKL6xOVIXh4WGMjo4CACYmtF0VnkwmgdVET7VlGI3qg9vths1mgyRJmpJludtlJtu09KNSbrcbgiBkrXtWzNjYWNZzWYZxfeBnK6oEjxuqlO7HzsUL2Z9lzTA7I6+1trEHAHDfVcDkHDC7rH+o3la5/WbH9xxS8FUnorq3tLSEqakp9SfzDxhRITxuqBI8bqgSeh03qTTw0wIlGLe0Add1VddPwz3xXeCddwJvfwPw8GeBJ3+49suF2Rn5/oc/C7z9N+Ttn/herXpM65zNZlNndh06dKjk9pkzqbSslR2Px0smlIzqw/DwMLCaCCvVh/HxcfV3p9OZNdutmHPnzmXdLrcMYyAQQDwe17z8QTweV38Ph8NlxaL6xc9WVAkeN1Qp3Y+dpUW9ulaexQX11+5WwL8T6NL5W/wuq9xud8NMpTEO33NIsa6SZe9///vxgQ98AI888ggef/xxnD9/vtZdIiIiIiLS5JeXgOkC52VvsAPWCtckN9zMOeCP3gu8zwccfrK85x5+EnifF/jo/XI7RDqLRCLqLKzMZEyhbbGaUPL7/QW3kyQJDocDPp8PLpdLnTlmZh+CwaA662xkZERTmwBw4MCBottmqnaNb0EQEAwGNVV0iUaj6uy3YDCYtdYbERFRzbS11yZue0fWzW2dwId2yTPBdGneIre3rVOf9ojWi7pNlp0/fx7PPPMMHnvsMc3P8Xg86O3txaFDh+D1emG329HS0oK9e/di//79+MxnPoPHHnsMx44dM7TvRERERETlKjSrrAXAbb1m90ajXxwB7n6jXHaxGt88JLfz/FG9ekYErCZslASRz+crWLYwGo0iHo/DZrOVLBuYSCSy2imVrDKiD1gtW2iz2RCPxwsm7EZHR9UEXSwWKysJNT09rXnbQpQZYh6Pp2DyLR6PIxAIAAD8fj9nlRERUf3Y2COXETdTrx3oXruI2LZO4IF+fdYwS6WBjZxRRrRGzZJlx44dw+OPP45HHnkEw8PD2L9/P/bu3YvNmzejpaUFdrsdd9xxByKRiOYZYr/7u7+LT33qU/j+97+P6elpvPjii3j44YeRTqcRi8UQCoXg8/ngcDjQ0tKC66+/3vBxEhERERGVMrsEHLmQ/7Ff7wF66vFk9hdHgN97O3DmtD7tnTkNvOttTJiR7rxer5pYcrlciEaj6mOSJCEQCCAQCMDtdmNqaqrkWmW5a2lpWdtM7z4ocScmJiAIAkKhEDweD+LxOERRRCKRgM/nQygUUrfzer0l28yUW3ax0jXElD7a7XaEQiG1fKXSR5/PB5vNhkgkkjULjoiIqOYsFnm9XTPddIscN4/uVuDd24H37QAcVZRoXwaQOFv584nWq5oly5xOJzweDwKBAEZHRxGLxTA5OYmhoSF8//vfx8rKCqanp/G9730PmzZVljLv7++H3+/H+Pg4xsfHccsttyCdTqs/k5OTuo+LiIiIiKhcT80CqQKPvcnki1k1mTkHvPc+/Rc8n50B3nMvSzKS7pQkVDgcRiQSgd1uh91uR39/P6anpzE2NqYms7S0FQwGgdWElZZZYHr3QSEIAiYnJ9Uk09DQkFoiUpIk9Ty7krKGoVAITqdTTWRVIxKJ4P9n79/j26rOfPH/I19zs3VxgBIIibYDKYRCLDl0KL2QWErSdmCmieXQC51pwVJoO5d+h1gJ50zpdGYIcuhpz5xSIiWcnl/n0sZSYKadthDJCaVAW2IpSUtKKbHsQAgNJLrYudmxtX9/KBK+bNmSvLWlLX/er5dfsbX2XuvZ9kqi7WevZ/n9foTDYbS3t8NsNqdX2blcLvT19U1ZdpKIiKhobjUrO94t04+3og74yhKgwwhYGoAb5k/e02xeBbBsHlCdoZT7SzEgyq25iMYp6jOqoiimP3e73Whvby/YWCaTCcFgEFarFd3d3QUbh4iIiIgoFwkxcwnGK2qSN7kl5x+2yLeibKJTbwPf6AC+9WRh+qdZS6fTwW63y5KUcblceZULlDOGsQrRZ2pFmlwsFgssFots/RERESniLhvwxDeVHS9LV88BPnl53zFRBIYSwIgIVGmA2orkArXnzgD/9c7kc0dFYN9pYNPVMsZOpHJF37NMo9HA7/cXNFE2lt/vz6qkBRERERGREl47l/mpztt1GauwFM+BZ2a+R9l0ftSVHIeIiIiIqJiWrwBWfUiZsWprgeGhvE7VaIA5lcm9yOZUvncP8SE9oM2wXOblGPDu8AziJSozRU2WaTQa2O12tLS0KDpuqmQGEREREVGx/TJDJcNKDbBKq3Q0WXB/S5lxPN9WZhwiIiIioqk4vqrMOENDQJsF+PfdyaViMqipAKwLpdsSSK4uI6Kkoq8sczqdio/JWuhEREREVCyiCFwcBc6OAKeGgFfOSh93S13yydCS8tpR4OBLyoz18ovAa79TZiwiIiIiokxWr8+pPOKMDA8DX/sq8NX7gLOD2Z8nisDgABA5nfxzTLLtgzrAUC19WjAO/DG/xWxEZaeot986nQ5Lly4tythNTU04fPhwUcYmIiIiotnl5EXg0ABw/ALw1kXgfGL6cz6kUyKyHBW6/KLUeMsfVnZMIiIiIqKJHt4BvPxC4fbtnejHXuDoYeA7/wYsv0n6mNeOJo87EgSOHgHiY0pWaPXAiluBW82ouqsN6666CT+QCF0E8My7wF9eW7hLIVKLoq4sa25uLtrYq1atKtrYRERERDQ7HB0E/k8/sKMPCJwBXj+fXaKsvgponKdEhDk6ElR2vN8oPB4RERERkRR9A/C9p5NJKKWEXwc23Ans/ffxrx94BrhnHfCJPwGe+Cbw0nPjE2VA8uuXnku2f+KDMD/wcVw5Il3S4sggcOJiAa+DSCWKvrJsKn19fbDZbNDksKu5IAjYs2fPjMcmIiIiIsrXuRHgqVNAaCC/8wdGgH87CWy4CphfKqUYRTH5xKqSXjmcHDeH+wEiIiIiooJYvgL4wc+AL3xKnhVmV74PuOkW4Ll9mY+5eAHo2Az0vAT8zUPAo3+fV7WHypdfwPrHvoTvb/2+ZPvP3gXaF+fcLVFZKeqtt8FgmLZ927ZtiEQi6O3thcfjQSwWg0ajgTim7qrFYoHVaoVOp4MgCFmN3dDQMOP4iUgZ1dXVMBqN474mmg7nDeWD84byMXHevDtajd1vAPGRmfUbGgB6zwP2xcCiOTOPc8bODk5+YrXQ4lHg3FlgQZ2y4xIRkSz43orywXlD+VJk7ixfAfzkl8A3OoAfdeXfz91twNc6AZ0B+MH3gH/cktyvLJOu7wNP/Qcwkv9Nxq0v/icWhX+Dk8Itk9p+dxboPw8sLcXqFgXGf3MopaRXlmm1WmzcuDH99aOPPorOzk5s3boVAKDX69HT0zNuMhNR+amoqEBtbW2xwyCV4byhfHDeUD7GzpuTF4En3syu1GI24iPA48eBLy8pgYTZpSlu3gtpeAgAk2VERGrE91aUD84bypdic0ffAHzrSeBuG+D5NvDyi9mfe9sdgP2rwOp17732mS8Ct5iAv/o88EZf5nNnkCgDgApRxMf/7Z/w5Nekk3w/fRf40pIZDaFK/DeHUoq6Z1k+Ojo6IAgCNBoNtm3blneijGUYiYiIiEhO50YAj4yJspTziWS/52a4Um3GqmuKM24Nb1yJiIiIqAStXg/84Bngp78GHngQuGP15D3NtPrk6w88mDzuB8+MT5Sl3LwS+K/ngbV3FTTkFS//DNe9dlCy7fXzwOvnCjo8UUlTXbIMl8suAkBra2uxQyEiIiIiApDco2ympRcziV/eA62oFtQpu6E5Lv9yYf4CZcckIiIiIsrF8puABx8Gvv8jIHgcOHISONiX/DN4PPn6gw8nj5tKvQ747r8D/2M7UFWYgnAaAJ/4/jcytv/03eSWwUSzkSqTZY2NjQCApUuXFjsUIiIiIiIcHUzuMVZIoYHkOEWj0QArblV2zJtXJsclIiIiIlIDjSb5kJlhYfLPXN/LajTAF7+SXIGmayhIiDcceQ6Nv/2FZFv/heT+ZUSzkSqTZUQ0u4yMjOD06dPpj5EZ1mim2YHzhvLBeUP5GBkZwbOnLiky1oGIIsNkdqtZ2fFuUXg8IiKSFd9bUT44byhfZTV3TB8EjEJButYA+MS//mPG9p+9CyRm0eqyspo3NCOFWc9ZYNxvjGh2GR0dxenTp9Nf19XVoapAy9GpfHDeUD44bygfb11I4M1Lyuzn1XseePsicPUcRYab7C4b8MQ3lR2PiIhUi++tKB+cN5Svspo7rx0FDknvLSYH4Xe/xPt79uH3zWsntb01BPxmEFhZX7DhS0pZzRuakVm7siwWixU7BCIiIiIqA4fPKvuWutDlHqe0fAWw6kPKjHXbHdPv60BEREREVI5+7C34EB//t3/K2PbMLFtdRoRiJ8uYsCIiIiIitTsxpOxb6jcuKjrcZI6vKjOOXaFxiIiIiIhKzZFgwYe47tghfOClH0m2nRou8kN6REVQ1GRZT09P0cY+eLBwy1iJiIiIaHYQReCtoRw37Z6hExeS4xbN6vWFL494dxuwel1hxyAiIiIiKkWiCBw9oshQH//3f4ImkZBse+ZdYJSry2gWKWrxzVAohIaGBghCbpsVhsNhAMCqVavyGjccDiMajUKjUfYXG0RERERUXoYSwIWEsu8pzyeS486pVHTY8R7eAbz8AnDqbfn7vupq4Gud8vdLRERERKQGZweBeFSRoa4+/iqanvcidOemSW1nLgEvx4Db9YqEQlR0Rd+pLhqNIhjMb1lpvucREREREclhpEhPWhZr3DR9A/C9p4FPf1zeG3mtPtmvvkG+PomIiIiI1OTSsKLDrf+P7Tj8kY1IVE5OFew7DTRrgeqi1qcjUkbRp7lGoynKBxERERHRTFUV6W1lscYdZ/kK4Ac/S64Ek8NVVyf7W75Cnv6IiIiIiNSoukbR4a442YtVgX+XbIuNAL+MKRoOUdEUPVkmimJRPoiIiIiIZqq2Aphboex7y3kVyXFLwvIVwE9+mdxjbCbubkv2w0QZEREREc12C+qSFRcUtPanO1EJ6fsa/+lkGXiiclf0MowulwsmkwkGg0GR8SKRCHp7e7F582ZFxiMiIiKi8qXRANfUijh2QbmlXtfOTY5bMvQNwLeeBN7sBw69nNu5t90B2L8KrF5XqOiIiIiIiNRFowFW3Aq89JxiQxredwVu12vwgkSF9bOjwAsRoGWhYuEQFUVRk2UmkwlbtmxRfNyWlhb4/X489dRTio9NREREROXl2toEjl1QbqnXdXMUGyp7w8PAH343/XFaPXDzSuAWM3CXDVh+kxLRERERERGpy61mRZNluMUMSwPw6xhwSWKB2f4zwIf0wNxK5UIiUlpRC7g0NzcXbezbbrutaGMTERERUflYuUDZmiSmekWHy87Bl4BzZ6XbdnmBg33AkZNA8Djw/R8BDz7MRBkRERERUSZ32RQfT1sNfDhD9cfzCeDnEWVDIlJaUVeW6XS6Yg5PRCqh0WhQU1Mz7mui6XDeUD44bygfV9cCizQXcFKcW/CxGucBV5fiyrLnnpF+fUE98JEWoLpa6YiIiKgE8L0V5YPzhvJVVnNn+Qpg1YeSD6UV2m13pB9kW9MAvBST3qPsuQjwET0wv+gbO8mrrOYNzUjRprZSe5RlotVqIYrKbsZORPmpqamBIAjFDoNUhvOG8sF5Q/moqanBJ64Bdp8o/FhrGgo/Rl4OPCv9+kfWMFFGRDSL8b0V5YPzhvJVdnPH8VVlkmX2r6Y/XVAFfMwA7Ds9+bChBLA/Atx1ZeFDUlLZzRvKW9HKMB47dgzbt28v1vCw2+1IJJQtmUNERERE5WlFXeHLI5rqgZsWFHaMvPT3An3HpNvuXKd0NERERERE5WH1+sKXY7y7DVg9/j37nQZgXoaswS8iwMBIYUMiKpai7llGRERERFQuNlwFaAtUt0Fbley/JGVaVQYAd65VMhIiIiIiovLy8A7gqqsL0/dVVwNf65z08txKYHWGihaXRCAgseqMqBwwWUZEREREJIP5VYB9ceanMPM1ryLZb8nuDfDzfdKvf8AELCyzGi1ERERERErSNwDfexrQ6uXtt7IK+L9PJfuX8BEDsKBS+tSXYkD0UvJzUQQujgJnR5J/ctcjUrNSveUmIiIiIlKdRXOAL10H/K9+QI6C39rLCbhFc2TorBDOnQV+/QvpttUswUhERERENGPLVwA/+BnwhU8Bp96Wp8/REeCVQ8D7b5Zsrq0ALAuB/zwlcaoI7H4TmF8JvHUROD/mxmdeBXDNHGDJ3GQZ+atL9T6GSAKTZURU8oaHh3HixIn019deey1qamqKGhOVPs4bygfnDeVj4rwZbliMBKpn3K+pPll6sWRXlAHAS88Bw8PSbUyWERHNenxvRfngvKF8lfXcWb4C+MkvgW90AD/qkqfPR/5Hco/hDNUgPqQDDpwB4hJ7lJ0cku7yfAJ4/XzyI3AGEOYCLQtLdO/ly8p63lBOWIaRiEqeKIoYHh5Of4hc001Z4LyhfHDeUD4mzpuX4jN7i904D2hfDNx7TYknyjDFfmULrwRublI6GiIiKjF8b0X54LyhfJX93NE3AN96EtjtBW67Y+b9xaPAP23N2FxdAaxdOLMhwheAXW8C//oWcE4i6VYKyn7eUNZK/fabiIiIiEg1zopVOHpOOlm2sBow1AAnLkwuVXLtXOC6OSorVSKKmfcr+5gVqOBzeUREREREslu9Pvnx2u+AH3uB3wSBVw4nk18pWj1w80rgFjOwshn4q89LV4T4sRf483uAO9dKDrV4DqABMNP0UWgA6D1f4iXmadZjsoyIiIiISCa/gw4JaCTbNr4PeP+CZI5pKAGMiECVJrkfgEb6lNL26m+BP56Ublu9XuloiIiIiIhml+U3AcsfTn4uisn9hIeHgJpaYP6C8TcZX+oAvv1P0v38/d8Cz7ycPGeMkxeBnW/MPFGWEh8BHj8OfHkJE2ZUmvi4JxERERGRDEZEDV6FTrLtyhrghvnJzzUaYE4lsKAq+acqE2UA8FyGEoxVVcCHVysdDRERERHR7KXRAAvqAMPC5J8TbzIcXwWuf7/0uSffnJRIOzcCeN4cXxFDDucTyX5LtSQjzW5MlhERERERySCMOlzMULjhw3qgQq1JsUwy7Vdmvh2o0yodDRERERERZVJTA/zz/8n8pN7/eyJZzvGyp04lV4IVQnwk2T9RqWGyjIiIiIhohkQReAV6ybbaCmBVueWOomeAwwel21avUzoaIiIiIiKajvlPgM/eL92WSAAP/RVw6RKODib3GCuk0ABwdLCwYxDliskyIiIiIqIZegdz8C7mSrat0ibLLZaV5wPJG2opTJYREREREZWmB78OvG+RdNurvwX+73ew/4wyoRyIKDMOUbaYLCMiIiIimqFMq8oA4COZm9QrUwnGxUuBxuVKR0NERERERNmoqwcefixj88mnn0b4gjKh9J4H3r6ozFhE2WCyjIiIiIhoBgZHgDDqJduWzweurFU8pMIaGUmuLJNy57rM+yBQWejv78fhw4fR39+fsZ2IiIiIStjau4B1d0s2Hbpd+vVCKXS5R6JcMFlGRERERDQDvx6sRALSCaIPl+OqssMvA/GodBtLMJadgYEBPPbYY1i1ahUqKyvR2NgIs9mM5uZmyePtdjsqKyvx0EMPKR4rEREREWXp4ceABZMf+Dt+g1nRMN7gyjIqIUyWERERERHlaVQEfj0gvSGZoRq4aYHiIRXec/ukX58zF/jgh5WOhgpox44d0Ov1cDqdCIVCEEUx/RGNSidM9+3bh4MHD2Lfvn24/vrrcfz4ccXjJiIiIqJpXHU14PzGuJdEAG813qpoGCcuAKKo6JBEGVUVOwAioulUVlZi4cKF474mmg7nDeWD84Zy9ZtBYHA086qyinKsSJhpv7IPfSyZMKOy8MADD8Dj8UCc8NsLnU4Hg8GAvr6+jOeaTCb09PTA6XTCZDIhFAphyZIlCkRNRKWG760oH5w3lC/OnRzd8wXgv/YAPb8EAAzNrcP5OoOiIZxPAEMJYE4Rf1ScN5TCZBkRlbyqqqpx/2kRZYPzhvLBeUO5+kVE+vVqDXCbTuloFHDyBPD7V6TbVq9XOhoqkMceewxutxsAIAgCWltbYbVa0dzcDK1WC2T5SwSXy4VYLAaHw4Fnnnmm4HETUenheyvKB+cN5YtzJ0cVFcA//wvwpx8CLl3CSHVNUcIYKfLKMs4bSmGyjIiIiIgoDycuAn0XpNvMWmB+OT6QmKkEIwDcuVbJSKhA+vr60NHRAQDw+XzYsGHDjPpzu90wGAw4cOAAVq9eLVOURERERCSLZe8HHngQ+JftqLo0XJQQqsqxGgepEvcsIyIiIiLKwwsZVpUBwEf0SkaioOcyrA5avgJYtFjpaKgAfD4fACAcDs84UZaydetW7Ny5U5a+iIiIiEhmm/8OWLYctRcGMW9wipucAphXAdQyQ0ElYlZPxU2bNuGpp54qdhhEREREpDLnRoDQgHRb4zxg0RylI1LA0EXgpZ9Lt61ep3Q0VCB79uxBZ2cnli5dKlufVqsVoVBItv6IiIiISEa1tcA//ws0AK7pPaLo0NfOBTRcWUYlYlYny7xeL/x+f7HDIKJpJBIJDA0NpT8SiUSxQyIV4LyhfHDeULZ+FQMuZaitf4euTOfNr18ALpyXbmMJxrLR19eH1tZWWfvU6XQIh8Oy9klE6sD3VpQPzhvKF+fODDR/CPj0F7HkD0FFh72uBB4y5LyhlFm7Z1k8HgcARCLKLi0lotxdunQJfX196a+NRiNqa2uLGhOVPs4bygfnDWUjIQIvRqXb5uMSltcmAJThvDnwrPTrWj3Q9EGlo6ECiUajsq4qA4BYLCZrf0SkHnxvRfngvKF8ce7MkPMbaPrCZxBoe1CxIU31ig2VEecNpczalWVOpxPgjRsRERER5ejoWSA6It12E2KoLMcyIqIIPJchWfaRFqBq1j6DV3YEQUB/f7+sfQYCAQiCIGufRERERCSzOi0WtdshvPKiIsM1zgOuLoGVZUQpRbmrvf7664sxLHB5JdnYBBlXlhERERFRLn6R4e1jBRK4ETEAJfB4pNzCfwDe6JNu435lZUUQBHg8HjzyyCOy9el2u2G1WmXrj4iIiIgKZO3dWPNoJ8I331HwodY0FHwIopwUJVl25swZxONxiKIITR47+IlicoOImZ6r0Wi4soyIiIiIsvbHIeD1DNt2LcMg5mpGlQ5JGZlKMGo0wEctSkdDBdTa2ooHHngADocDS5YsmXF/W7duRV9fH2w2myzxEREREVEBaTRY8YV7YfrvpxG641MFG8ZUD9y0oGDdE+WlKGUYBUFIJ8pEUcz5I5Uky/fcseNyo2kiIiIiytYLUxQluBkZNjIrB5mSZStXAYaFSkdDBbRp0ybU19fDbDbjyJEjM+pr69at2LFjB0wmE9asWSNbjERERERUQO9bhA3zB6E9c7Ig3WurgA1XFaRrohkpysoyg8EAANBqtXC5XDAYDNDpdFmdGw6H4XA4YDKZ4HA4xvU3lVT5xe3bt0Oj0cDlckGv18/wSoiIiIhotrgwChyMS7ddiQu4QnNR6ZCUMTgA9Lwk3bZ6vdLRUIGl7tE2b96cvufq6OjA0qVLs+5j//79cDqdCIVCAIBdu3YVMGIiIiIiktv8TZ+D/a/sePwvOnG+bvrfvWdrXgVgXwzM55bHVIKKMi11Oh00Gg18Pl9OTxjG43HYbDZ0dnbiwQcfzGvsLVu2wGq1wuv14tlnMzwhS0REREQ0wctxYFiUbivrVWUvHgBGRqTb7lyrdDSkALvdDr/fj71798LtdsPtdkOn08FisUAQBDQ2NgIADhw4kK7WEYvFcPDgQQQCgXSpe1EU0dnZiZUrVxb5ioiIiIgoJxUVWPQ3f4cvf+UueL7mRbxh0Yy71EZPwW4YxKI5y2QJkUhuRUmWCYIAADmX4rBYLHC5XGhvb5/R+H6/H2vXrsVDDz0k68bVRERERFSeEmLmEowLKkUIowNKh6ScA89Iv37V1cBNtygdDSnE6/XCZrNh7969AIBoNAqfz5duF0URFsvk/epSe0QDmNFDjkRERERUZIlRLDrxB2z5yu14ytGJ0J2b8u7K9NwebHB3YH6FCPzgZ8DyFbKGSiSHouxZZjAYxt1EZaO7uxuiKM44UZayb98+7Ny5EwMDZfyLDSIiIiKSxWvngNOXpNtuqxtFpUbpiBSSSADP7ZNu+9haQFOuF064nDDr6upKl8xP3cNJ7T89lk6ng9/vZ6KMiIiISK2iZ4AvbgCGLmL+YAT3PnY/7v96Kxp/+0Je3Vn37MD8wQgQjwJf+FSyf6ISU5RkWUdHBxKJRE7ndHZ24qGHHpI1jm3btmH79u2y9klERERE5ecXGVaVVQD4k/pRpcNRziuHgdPvSLetXqd0NFQEra2tiEQiePTRRyEIwriE2ViiKMJoNMLlciESiaClpaVIERMRERHRjP3DFuDU2+NeWtHzLL6y7ePo+PJtsOzZgRsO7ce8wQw3ShOEPtb23hen3ga+0SF3xEQzppqt9MLhMEwmk6x9tra2oq2tjQkzIiIiIsro3WHg9+ek226tB+qrgLJ9LvK5DHv81tQAd6xWOhoqoo6ODnR0dCAejyMQCCASiSAWi0Gn08FgMMBkMsFoNBY7TCIiIiKaqQPPAD/2Zmy++vir+OS/fgMAIAIYmrsAI9W1qLo0BPfXn0L/itsnnRO804aP/9s/Il2X4kddwN02YPX6Ql0FUc5UlSxbunSprH0ajUaEw2FZ+yQiIiKi8vJCNHkTKOXDeoWDUdqBDMmy2z4MzF+gdDRUArRaLTZu3FjsMIiIiIioUNzfyvpQDYA5F84CF84CAJqf2yOZLIu8z4jj778NS3//8nsver7NZBmVFNUky7RaLQ4fPoyVK1fK2m8sFpO1PyKSX3V19bgnlaurq4saD6kD5w3lg/OGJhpKAC9neLt4TS1gnAuIYpnOm9PvAL8JSrfduVbpaIiISIX43orywXlD+eLckcFrR4GDL+V9+q0v/ieecuxAomry9z54Z9v4ZNnLLwKv/Q5YflPe48mB84ZSirJnWT4EQUB3d7esfXZ3d0MQBFn7JCL5VVRUoLa2Nv1RUaGaf7qoiDhvKB+cNzRRTxy4mGGr3Y8YAI2mjOfNz/2Z2+7kfmXlrL+/H4899hgee+yxYodCRCpXtv9HUkFx3lC+OHdkMEX5xWwsGDiD94ekf4d/+MMbMFo5Ye3ODMeTA+cNpajmJ9/W1oZHHnkEg4ODsvXpcrlk3weNiIiIiMqDKCZLMEqZVwk01SsdkcIy7Ve2tBEwLlM6GlLIoUOH0NjYCKfTCafTiS996UvFDomIiIiIlHIkQ2WJHJh+3iX5+lndFfjDygn7HmeqZEFUBKpJltlsNkSjUdhsNln627VrF7q7u+FwOGTpj4iIiIjKy7HzwB+HpNv+RAfUqOaddB4uXQKez1DVgfsKlDWn0wlRfG+XvoMHDxY1HlJWrnt6cw9wIiKiMiKKwNEjM+7m5l/9BDUXz0m2BT824Xf7rxxOjktUAlRzi280GtHe3g6/34/169fPaIXZ1q1bsXnzZphMJqxZs0bWOImIiIioPPwiw6oyDYA79EpHo7Dgr4CzA9Jtq1mCsZz19PTAYrFAFEWIoohNmzYVOyRZeTwemM1m6PX69IfNZkMgECiLGAKBAGw2GxobG6HRaNDY2JhT3zabDRqNBlarFR6PB6FQaNw+3+FwGD6fDw6HIx13Lkrh+09EREQZnB0E4hlugnJQO3QeN//qvyXbfnv7XRiqnffeC/EocO7sjMckkoNqkmUA0NnZifr6evj9fuh0Ojz00EPo7+/P6txU3f2Ghgbs2LEDuLy6jIhK38jICE6fPp3+GBkZKXZIpAKcN5QPzhtKiVwCXsnwbNbNCwDDmD2fy3LeHHhG+vX5C4BVdygdDSnM4/HA7/cjGAziwQcfLHY4sgiFQtDr9XC5XHA4HIhGo4hGowgGgxAEAVarFTabbVxiSE0xhEIhNDY2wmq1wmAwwOv1IhqNwuv1pvt1Op1Z9xcIBOBwONKJLY1GMy755vF4AABeb3b7jJTC95+Koyz/j6SC47yhfHHuzNClYdm6Mj8nXYpxeO4CHP3gxye8mKGch0I4byilKotjSoZWq0V3dzeam5uh0Wjgcrngcrmg0+nQ3NwMQRCg0+kAALFYDJFIBLFYDD09Pek33amSIj6fDytXrizq9RBRdkZHR3H69On013V1daiqUtU/X1QEnDeUD84bSnkxCmQqBvJhw/ivy3Le/Hyf9Ot3rAZqapSOhhTU3NyMQ4cO4VOf+pQs/e3atQubN2/G6OioLP3lIxAIwGq1QhAEBIPB9D0jAAiCAJfLhcbGRjgcDoRCoUnHlHoMHo8HDocDOp0OwWBw3L7cJpMJJpMJbW1tMBqNsFqtsFgsM74ei8UCr9ebVYyl8P2n4inL/yOp4DhvKF+cOzNULd/7/OWH9mN+/DTOaRdOagt9rA2m5/e+90JNrWzj5oPzhlJU91M3mUzp0iCpBFg0Gp2ybIM4oe6pz+fDhg0bCh4rEREREanPcAL4dYbFDVfVANfPk24rGyeOA6//XrrtzrVKR0MK6+jowAMPPACLxYK6uroZ91fslUKxWCxdKnCq5I7dbkcwGITH40FLSwuCQfk2my9kDKlEGYD0Kq2JfD4fnE4nYrEY3G73jJJlJpMJLpcr6z5K4ftPREREWVpQB2j1spRirBwdwcpfPIUX/9Q+qe1VsxXn6gyYPxhJjjd/wYzHI5KDqsowpphMJvT19WHjxo05nWexWNDb28tEGRERERFldGgAOJdhEcxHDIBGo3RECjvwbOa2O7lfWbmzWCzYsmUL1qxZM6N9oscq5iqh9vZ2xGKx9AqrqaTKFIZCIfh8vpKPIRQKpRNlbrdbMlEGANu3b0c4HE6fMx2Xy4Xe3l54vV643W643e50WcdgMJhTsq0Uvv9ERESUJY0GWHGrbN2Zfi5drjlRVY0jd/xZ8oubV86CGyxSC1Umy3C5JKPX60Vvby+2bNkCo9GY3oR67IdWq00/pbZv3z4YjcZih05EREREJUoUgV9EpNvmVADNWqUjKoJMybIVtwJXXa10NFQEdrsd7e3taGpqwrZt23D48OG8+/L7/bLGlotYLJZOumST4BEEIZ1w2r59e8nHkFqxJQgC7PbJT21n6j/b41pbW2G322G329Ha2ppz0rMUvv9ERESUo1vNsnVlfPVXMPyxX7IteOem5Ce3yDce0UyprgzjREajMb13WTweT+9TptPpYDAYoNXOht9oEBEREZEc+i8Ab2XYX/o2LVCr2kfNsnThPPCr56XbuKpsVrHb7bBarXC5XGhpaYHBYIDFYoFOp0NjYyMMBsOUyZNYLIaDBw8iEAhAr9crGnuKx+NJf75q1aqszhEEAeFwGKFQCOFwOOvkktIxeDye9Gqx1OqyTLxeL1wuFzBm9ZYSSuH7T0RERDm6ywY88U1ZutIAMD3vQ6DtwUlt4ZvvQPSKa6G/yybLWERyUH2ybCytVsvkGBERERHl7RdTlOf/sEHJSIrklz8Hhi5Kt61msmw2qKiogGZCKRxRFBGNRtPJGbXYs2dP+vNsV0WNTc4EAoGsV2wpHUMq+QUAra2t0/bndruzjFg+pfD9JyIiohwtXwGs+hBw8CVZujM9t0cyWQYAoc8+iJblN8kyDpEcyv3ZWCIiIiKirMQvAUcGpNtunA9cUaN0REWQqQSjoYElUmYJQRAmlbbXaDTQaDSSZe+n+ii2sftzGQzZZbvHJnWCwWBJxhAIBNKJS51OV7Krr0rh+09ERER5cHxVtq6ufuP3WNT3W8m20MfaZBuHSA5ls7Ksv78/XX5x6dKlku1SrxMRERHR7CSKwFACGBGBKg3wYhRIZDh2VqwqE0XguX3SbR+1ApWVSkdERaDT6dKJMeSwx5WUYq5Emzh2ttfR0NCQ/rynp6ckYxi7D1xzc/OMYiyUUvj+ExERUZ5Wr0+WY/yxV5buTM914aTxA5NeP1ldh7cvAlfPkWUYohlTbbJsYGAAHo8He/bsGffEml6vx+nTpycdb7fb0d3dDafTiUceeUThaImIiIioFJy8CBwaAI5fAN66CJzPlB0bY2E18P75SkRXZH94FTj5pnQb9yubNVIrgBwOB5544okZ92c2m9HfL72xeyHFYrG8zhu7sinfPgodQyAQkDy2s7MzfX+cWnG2adMmdHR05BVHIBCA2+0eN54gCHA4HNOWRyyF7z8RERHNwMM7gJdfAE69PeOuTM/78N9f+EfJttAA8Ekmy6hEqDJZtmPHDmzdujX99dgSH9Go9EYT+/btQygUgt1uh9frRSAQwJIlSxSJl4iIiIiK6+ggsP8MEL6Q+7kfNgAVmiwOVLvnnpF+vbIS+GiL0tFQkQiCkH7IUA5WqxW7du2SpS+lRSKRYocgGYNUeUOz2QyLxQKv1wtBEBCLxdDV1QWHw4Ht27dj165d0+5tlnLmzBlYrVYAgNPpxK5du6DT6RCLxbB9+3Y4HA44nU54vV5YLBbZrnUiub7/r776KoaHh6c9TqPRoLq6GgBwxRVX4MorrwQADA8P51RWtLKyElVV43/VkkgkcOnSpZzirq6uRkXF+J0zRkZGMDo6mnUfGo0GNTWTawgreU1DQ0MYGRlJ9zORGq9prHL5OY1VCteUmjcVFRWTYlHrNaWU088ppZSuKdO/92q+pqL9nOYtgMa9B9WfvxuagZk9wKJ/9wQaf/sCej/w4UltwQHg41ck77eK9XNKJCY/Qaman1MGpTD33nnnHZw+fRoVFRWS15R6fzBWb29v1vEVguqSZQ888AA8Hs+kH4hOp4PBYEBfX1/Gc00mE3p6euB0OmEymRAKhZgwIyIiIipj50aAp04ln1jMV995oLkemK+6d845yrRfmemDgFavdDRUJKmVPXKVsG9oaCjKCqGJiZaxK5ayNdO4CxHDxK91Oh1sNtukFWQ6nQ52ux3Nzc0wm82w2Wxwu93TrgjD5RVqUsfqdDq4XC40NjbC4XDAarXC7/dLJsxK4fufYrPZcj7n4Ycfxte//nUAwIkTJ7JKtqUsXLgQCxcuHPfapUuXpvxdhRSj0Yja2tpxr8ViMclKOpnU1NRIlsBU8ppGRkbSP0upeaDGaxqrXH5OY5XCNaXmzbx58zBv3rxxbWq9ppRy+jmllNI1TUwOpKj5mor6c6qei9rtT+Dar/01qs+8m/VYUkw/75JMlkUvAf0XAGFe8X5OixYtmvSaqn5OEkph7n3nO9/B448/nvV4pUD6X5AS9dhjj8HtdkMURQiCgI6ODvj9fkSjUUQiERw7diyrflwuF1pbW+FwOAoeMxHNXOpJhtSHRjMbHu+nmeK8oXxw3pSXkxeBHX0zS5QBwJHBZD8nL0q3l8W8iUeB0K+l21azBONsYrVa0d7eLlt/JpNJ1v6yVQol/AoRw8S9wFKrzDKVWjSZTOmkl8PhGLcqTYogCPB6vVMm1ex2e/oXJ5kSUaXw/afSoNFoUFlZicrKSvX+H0mKS82bqqoqzhvKSVm8Ly8xQ0uXoe87/4H4DMuy3/S7X6BClK6BH4rPqOsZ47yhFNU8H9vX15e+AfD5fNiwYcOM+nO73TAYDDhw4ABWr14tU5REVAiZnmQgmgrnDeWD86Z8nLwIPH48uz3JshEfSfb35SXAogk19cti3jzfDWQqyXHneqWjoSJqaWlBS4t8ZTfl7m+2m7hiKxAIIBgMTnmOzWaDx+NJfz5VeRuv15tVHK2trejs7EQsFoPT6YTL5crqPJp9KisrodcnVycvWbJEspwT0USpeSO1woJoKpWVlep/X16CEvU6vL3lnzDwsfW45iddqOj5Zc59aN/sxXVDZ9A/54pJbYcHgU+9T6Zg81AW93MkC9Uky3w+H3D5STq5SoJs3boVO3fuZLKMiIiIqIycGwE8b8qXKEs5n0j2u8VYhiUZn9sn/fqixcANNyodDdGM5VP2Tw0xpPYoGzuGyWSa8pyxZRLD4TACgcCM9xqzWq3o7OwELpdt3LZt27jrLYXvf4rX60VjY+O0x03csyzl2muvzXmvkYmqq6thNBqz7iN1zkQ6nQ51dXVZ95HpyXheE69pKrwmabymzHhNmZXdNRmNwOe+CLz+e+DHXuA3QeCVw8kqFZeJ8xdAc+7spFM1oog7fhNA/22fntR2bhT4/Vngev6cyuqanE4n7rvvvpz3LMunhLZcVHObv2fPHnR2dsqWKIPKN5smIiIiImlPnUquBCuE+OU90O69pjD9F8XoKPB8hmTZnWsBliGhywYGBtDV1QW/349YLIZwOAydTgdBELBq1SpYLBasXLmy2GECEkmlWCyWcwJnpgmfQsQw8evm5uas+hEEIV3C0ev1zjhZNvHp60AggNbW1vTXpfD9T7nxxhuxYsWKvM+XYyVURUXFpH1D8lFVVTXpl0354DVJ4zVlxmvKjNckjdeUWVlc0/KbgOUPJz8XReDcWWB4CKiphWbefOCuO4DfvzLptFs8/wDfB+/BkDj5/iI0AKy4hj8nKWq9psWLF2Px4sUF6btQVJMs6+vrG/fmWw46nW5SzXciIiIiUq+jgzPfo2w6oQHAVA+syP6hvNL2myAQOSPdxv3KCMDhw4exffv2dLWPlNQTpaFQKN3W2NgIl8uFT33qU0WJNUWORMvEhE8pxDDx63xKBgUCAdnjOnjw4Lj79VL4/hMREZECNBpgQR2AMTdHn70f+Pu/nXRozR/fwgdi/ejRTl4l9cogMJQAaisKHTBRZqqZftFoVNZVZeCmw0RERERlZ3+GnI/cDkSyOEgtDjwr/XrtHOD2jykdDZWYbdu2wWw2w+fzTSq3otFoxpVnEUURx44dQ2trK+65554iRPueiYmWiXt9ZTL2HlHulWVyxDDd15mMPU4qjlAohMbGRuj1+vT+ZrmYeG9dCt9/IiIiKpK72y4n0CYz/Zf0+4xhMZkwIyom1awsEwQB/f39sibMAoEAN+8jUoHh4WGcOHEi/fW1115b9GW5VPo4bygfnDfqdvIiEL6gzFi954G3LwJXzymDefNchmTZn3wUmDtP6WiohKxbtw6BQGBckiz1eSqRIfUAoiiK8Hq9CIVC6OnpQX19vYJRY1x8Kdk+KNnb25v+fKb3ioWKwWQyIRQK5dTndNrb29NVVxwOB9ra2nJKVk2XxCvG959Kg+r/j6Si4LyhfHHulIgFdcCf3wP82+Ttj27wPYEFn/9HnJVISwTjgFmrUIxjcN5QimpWlgmCkNcTblNxu90zrtVORIUniiKGh4fTH7lsjEmzF+cN5YPzRt0OFbj84kSpco+qnjen3gaOHpFuYwnGWW3Tpk3w+/0QRREWiwVutxu9vb1IJBJIJBKIRCKIRCLpr6PRKILBIFwuF0wmE0RRRG9vb1Hvt0wmU/rzbFc2jT1u1apVJRnD2H3K8lmxJZWEynV7gonjNjY2TjqmFL7/VHyq/j+SiobzhvLFuVNCPnO/5MuViVGsfO0lybbXzgFnC7T39FQ4byhFNcmy1tZWuFwuHD9+XJb+tm7dir6+PthsNln6IyIiIqLiOq7QqrKUNy4qO15B/Hxf5rY71yoZCZWQvXv3wuv1wmQyobe3F/v27UN7ezuMxsn7S6RotVo0NTVhy5Yt6OnpSa8oCwaD+OY3v6lo/CljE3XZJoPGHifHntmFiGHsPWw+e3CPTbaljE2guVyuaVeVTRy3ra1t0jGl8P0nIiKiIll+E7DqQ5JN5u8/Kvl6AsBhhR+AJBpLNcmyTZs2ob6+HmazGUeOZHj6NUtbt27Fjh07YDKZsGbNGtliJCIiIqLiEEXgLYWTVycuJMdVtUz7lS1bDiyWd79gUo/29nZYrVb09PRMmSCbislkQl9fH5YuXYqOjg4MDCj/m49t27alPw8Gg1mdkypvKAiCLGUACxGDxWJJJ7OySULFYrFxx0k9MGqxWNDa2gpRFNHR0TFtn36/XzKesUrh+09ERERF9Nl2yZeXHPkFGi5KvzcMMVlGRaSaZJlWq4XL5UIkEoHJZMKXvvQl9Pf359TH/v37sWrVKuzYsQMAsGvX5LqpRERERKQ+QwngfELZMc8nkuOq1tAQ8OIB6bY7WYJxttq7dy8AwOv1zrgvnU6XLuUoR3/5jJ9a3dTV1TXt8YFAIP250+mc9nifz5dO7igdQyoRFYvFpo2hp6cn/bnJZJIsjelwOODz+bLeW8zn86U/d7lckscU+vtPREREJW7d3UDDFZNe1gAwPS/93rDvAhAZViA2IgmqSZYBgN1ux8aNGyGKItxuNxobG9HQ0IBNmzZh27Zt2L17NwDgwIED2L9/P3bv3o3HHnsMmzZtQkNDA6xWK0KhEERRhMvlwsqVK4t9SUREREQkg5EirfAq1riy6HkJOHdWum31eqWjoRKxZ88ePPTQQ6ivr5elP0EQYLfbs0qWFILb7YZOp0MsFhuX4Ml0LC4nlOx2e8bjYrEYGhsbYbPZYDab0dnZqXgMHR0d6ZVX27dvz6pPTPHAqCAI6OjoQEtLy5R9AYDH40mvVOvo6Bi3N5nU2HJfOxEREalETQ3Q9heSTeannsh4GleXUbGoKlmGy084phJmoigiGo3C5/Ohs7MTDocjvQG11WqFw+GA0+mEz+dDNBpNn9PZ2YkHH3yw2JdCRERERDKp0syucWWRqQRjnRYw/4nS0VCJOHTokOx7Rdlstrz21pKDIAjpBNFUcXg8Hvh8Puh0umlXwQUCgXH9TJesKkQMuFwKUafTpe+HpXR2dqaTVKl96DJJrRCzWq0ZV5j5fD44HA7g8sOsmVaVpRTq2omIiEglPv0FQDP5pumqE6/hmnelq8YFB8qg3D2pkuqSZbj8Jr+rqytdF128/LdHFEVoNJp0Ukyc8LcqVQaEiTIiIiKi8lJbAcxT+J3tvIrkuKp14Bnp1z+yBqiuVjoaKhHhcBhLl8q7X50gCEVLlgFAa2trOrFkNpvh8XjSbbFYDA6HAw6HAxaLBX19fdPulTVxf65s9taSO4bUuMFgEIIgwOl0wmq1wufzIRwOIxAIwGazwel0po/LJgma6k+v16cfPA2FQun+bDYbdDod3G73uBVrSl87ERERqcQ11wFrpKtWmH/yfyVf/+MQ8PZQgeMikqDa2/vW1lZEIhE8+uijEARhXMJsLFEUYTQa0/udZVNWgoiIiIjURaMBrpmj7JjXzpV8SFId+o4B/b3SbdyvbFbTarUYGJC/9s3EBJPSUokYl8sFt9sNvV4PvV4Po9GISCQCv9+fTuhk01dHRwdwOWGV7UooOWNIEQQBvb296cRVe3t7ukRkLBaD1+tFb2/vlCvKJnK73fD7/QiHw2hvb4fZbE6vCnO5XOjr68u5TGIhrp2IiIhU4jP3S77cdGAPNBmWkAVZipGKoKrYAcxUR0cHOjo6EI/HEQgEEIlEEIvFoNPpYDAYYDKZYDQaix0mERERERXYkrnA6+eVG+86hZNzsnpuX+a2j61VMhIqMYIgoKenB2vWrJGtz1AoBIPBIFt/+dLpdLDb7bLsh+VyuaYtQVjoGMaSu0+LxQKLxSJbfyjgtRMREVGJ+6gFWLwUeHN82UXdmZNofO1lHHv/ByedEooDn7wCqFDrw4mkSqpPlqVotVps3Lix2GEQERERUZE01QOBM8qNZ6pXbizZPZdhv7JbzMDCK5SOhkpIc3Mz3G63rMkyt9ste+KFiIiIiFSiogL49BeBzq9NajLv+1fJZFlsBOi7ADTOUyhGIjWXYSQiIiIiGmvRHECYq8xYjfOAq9W6suzcWeDlF6TbVrME42xnt9vh8/lw4MABWfrbu3cvuru7YbPZZOmPiIiIiFTIdi9QUzvp5Vte/C9UjlySPCUYVyAuojFUtbKsv78fPp8PAPDggw8WOxwiUkhlZSUWLlw47mui6XDeUD44b9RvTQMQPqHMOCmqmzcvHgCGh6XbuF/ZrGcymbBy5Uq0trZi//79uPXWW/Pua+/evWhra4MgCLKuVCMi9VDd/5FUEjhvKF+cOyXMsBD4xKeA//zhuJfnnYvhpoPP4Le33zXplCODwIb3AVUFLsXIeUMpqkmWHTp0CM3Nzemvw+Ewvvvd7xY1JiJSRlVV1bj/tIiywXlD+eC8Ub8VdcnyiKECbghtqgduWvDe16qZN6IInB0Envkv6faFVwI3r1Q6KipBXq8Xy5Ytg8lkgtPpxNatW1Ffn33d0f7+fjidzvSDjm63u4DRElEpU83/kVRSOG8oX5w7Je6z909KlgGA6bkuyWTZ+VHg92eBm+sKGxbnDaWoJlnmdDohiiI0mmQq+eDBg8UOiYiIiIhK0IargN7zQHxE/r61Vcn+VeO1o8CPvcCRIHD0CBCPZj72zrXJ/QRo1hMEAV1dXWhra4PL5YLL5YLJZILFYkFjYyMEQUgfG4vFEIlEEIvF0Nvbi0AggHA4DAAQRRGdnZ1cVUZEREREQNNtwI0fAF797biXbzr4DGovDGJo7uSsWGig8MkyohTVJMt6enpgsVgQCAQAAJs2bSp2SERERERUguZXAfbFwOPHgfMJ+fqdV5Hsd74a3kEfeAZwfws4+FL25xw6CBx4lvuWEQCgtbUVO3fuxObNmwEAoVAIoVAoq3NFUQQuP/DI8vlEREREBADQaJKry/7n34x7uWb4Im558Uc4aPnspFNeGQQujgJzWBmRFKCqR0c9Hg/8fj+CwSBvuoiIiIgoo0VzgC8vAebI9G5XW5Xsb9EceformOgZ4G+/CNxvyy1RBgC9rwH3twJfvS/ZD816drsdPT09MBqNEEUxnQRLfT72Y+zrOp0OXq8X27dvL/IVEBEREVFJubsNWDB5qZj5uT2Sh18Sgd+eVSAuIjUly5qbm3Ho0CG0tLSgqalpxv3t2rWLm/URqUQikcDQ0FD6I5GQcZkAlS3OG8oH5015uboW0MmwCsxUD2wxZk6Ulcy8+f0rwCdvT5ZdnIkfdSX7ee2oXJGRiplMJvT29qKrqwsmkymdGJtIFEUIggCXy4VIJIKNGzcqHisRlZ6S+T+SVIXzhvLFuaMC8xcAn/rMpJeX/eZ51EVPSZ4Sihc2JM4bSlFDERkAQEdHBx544AFYLBbU1c28UGksFpMlLiIqvEuXLqGvry/9tdFoRG1tbVFjotLHeUP54LwpL8cvAH8czv/8xnnAmgbgpgVTH1cS8+b3rwCf+cTUe5Ll4tTbwKc/DvzgZ8DyFfL0SarW2tqK1tZWxONx9PT0IBwOp++pBEGAyWSC0WgsdphEVGJK4v9IUh3OG8oX545KfOY+4F/d416qTIyi6Xkfnv+zL086/A/ngMERoK5AmQzOG0pRTbLMYrFgy5YtWLNmDfbv3y9Lwkyn08kSGxERERGVnhemyBsZ5wKnhsbvaTavArh2LnDdnORqsqtLveRiSvQM8MUN8iXKUuJR4AufAn7yS0DfIG/fpFparRYtLS1oaWkpdihEREREpEY33Ah88MPAr18Y97Lp517JZFkCwOEB4CMGBWOkWUk1yTJcrpkPAE1NTbDZbNi0aRNWrlyZV19+v1/m6IiIiIioVJwdAQ4PSrfdOB+wXweIIjCUAEZEoEoD1FYk95xWnX/YklwJVgin3ga+0QF868nC9E9ERERERLPPZ+6flCy77g9BLDx5DKcXLZt0eJDJMlKAqpJluJwws1qtcLlcaGlpgcFggMVigU6nQ2NjIwwGw5QrxmKxGA4ePIhAIAC9Xq9o7ERERESkjF/HgVHprZVwx+W3gBoNMEftW9geeGbme5RN50ddwN02YPX6wo5DZaG/vx9Lly4tdhhEREREVMrW3gUsvBI4/U76JQ0A03Ne7PvMtkmHH78AnB4GFtYoHCfNKqpJllVUVEAz4VFfURQRjUYRDoeLFhcRERERlZaECLyUoSKhvhq4cZo9yFTF/S1lxvF8m8myWWhgYAAejwcHDx6EwWCA0+mcNhFmt9sRDAbhcDjwyCOPKBYrEREREalITQ3Q9hfAd3eMe9n8c+lkGQCEBoC1CxWKj2alimIHkC1BECCK4rgPjUYDjUYz6fXpPoiIiIiofP3+HBC5JN32IR1QocZSi1JeOwocfEmZsV5+EXjtd8qMRSXh8OHDWLp0KZxOJ3w+HzweD9ra2qY9b9++ffD7/ejp6cH111+P48ePKxIvEREREanMp78AVIxPT1z51uu49vWQ5OHBeLKUPlGhqGZlmU6nSyfGcDl5li+uRCMiIiIqXy9mWFVWCeCDmat1q0+hyy9Kjbf8YWXHpKLo7u7G2rVrsXPnTjgcjvR9WDAYzOp8k8mEffv2wePxwGQyIRQKYcmSJQWPm4iIiIhUZNFiYM16IPDTcS+bn+vCietNkw5/Zxh4awi4do6CMdKsoppkmcGQ3MHP4XDgiSeemHF/ZrMZ/f39MkRGRERERKUiMgy8ela67dZ6oE41736zcCS7xIVsfqPweFQ0mzdvhtvtxv3334+uri50d3cDADZu3JhTP3a7HQDQ2tqKgwcPFiRWIiIiIlKxz9w/KVnW9Iu9+NF9j0CsmFwULxRnsowKR1VlGAHA6XTK0p/VapWlHyIiIiIqHS/FgEyVOe7QKxxMIYkicPSIsmO+cph1T2aBvXv3QhRF3H///QAAv98Pv98Pr9eLrq6unPuz2+2IRqM4cOBAAaIlIiIiIlX7SAtwnXHcS9rIH7HsNz+XPDw0kNyjmqgQVJMs0+mSNXOm21A6Ww0NDYjFYrL0RURERETFN5IAfpXh7d3VtYBxrtIRFdDZQSCeod5kocSjwLkMy/aobOzZswebN28e91pLS0vOq8rGcjqd2LlzpwzREREREVFZqagAPv3FSS+bfy5dcj4+AoTPKxAXzUqqSZZZrVa0t7fL1p/JZJK1PyIiIiIqriODwLlR6bY79IBGo3REBXRpuDjjDg8VZ1xSTF9fHywWi6x9Njc3IxSS3qidiIiIiGa51s8BNbXjXrrlxf9C1fBFycODAwrFRbOOapJlLS0teT+NODAwkP6Qoz8iIiIiKj0vZlhoVVsBmOuVjqbAqmuKM+6Em1gqP6FQKF3VQy6CICAcDsvaJxERERGVCcNC4BMbxr009/wAbjr4rOThRwaSVUWI5KaaZNlM6HQ66PV66HQ6VFZWoqGhAQ899FCxw0rzeDwwm83Q6/XpD5vNhkAgoMj4sVgMnZ2d6Rg0Gk1BYwiHw9Dr9Xn1XezvFRVHdXU1jEZj+qO6urrYIZEKcN5QPjhv1Outi0DfBem2Zi0wp7JwYxdl3iyoA7QKb8Km1QPzFyg7JilOq9XKXq4+HA7LnoAjInXgeyvKB+cN5YtzR8U+d/+kl8zPSe+XeyEB/O4scHEUODuS/HMmWytz3lDKrEiWJRIJjI6Opv88ePAgIpEIVq1aVdS4QqEQ9Ho9XC4XHA4HotEootEogsEgBEGA1WqFzWYr6N5qPp8PRqMRTqcTmzZtQjAYRDQaRXd3N2KxGKxWK6xWq6xjpq4pl+sqhe8VFU9FRQVqa2vTHxUVs+KfLpohzhvKB+eNemVaVQYAdxT4d/RFmTcaDbDi1sKPM9bNK8usliVJEQQB3d3dsva5Z88eGAwGWfskInXgeyvKB+cN5YtzR8VWrgJuumXcSzf2PIs5Z6V/1/v9t4BtfwD+/vXkn//zD8B3jwM/eQd4W7p6Y0acN5QyK3/ygiBg586diEaj+OY3v1mUGAKBAMxmMwwGA4LBIOx2+7j4XC4X3G43fD4fzGZzQZJATqcznWAKBoPo6OiAIAjQ6XQwmUzw+/2w2+3pWOXg8Xhy3q+gFL5XREREVLoujgLBuHRb4zzg6jlKR6SQW+V5f5a1WxQej4qipaUFjzzyiGz9xeNxdHZ2yr4PGhERERGVEY0G+Oz41WXVl4Zw60s/kjx84lbV5xPA6+eBwBmgsw/4P/3J1WdEuZiVybKUSCSCffv2KT5uLBaDzWYDAHi93owlSex2O+x2O8LhMFpaWmSNwePxoLOzEwDgdrthMpkkj3O73dDpdAiFQnA4HDMaMxaL5dxHKXyviIiIqLT1xIHhDGU3PlTOld/uspX3eFQU99xzD6LRKNavXy9Lfy0tLdBoNOn39EREREREku5uAxa8t9n0uToDzlx1XV5dhS8Au94E/vUt4NyIjDFSWVN9smxgYACHDx/O+mP//v3YvXs3rr/+esTjcQiCoHjM7e3tiMViMJlMGZNUKU6nE7hchtDn88ky/tiklU6nG7dSS8q2bduAPFeFjWWz2XLeq6DY3ysiIiIqbaIIvJChBOOCSuCWeum2srB8BbDqQ8qMddsdwPKblBmLiqqpqQktLS3w+/1Yv349BgcH8+qnv78fq1atwqFDh2AymbBmzRrZYyUiIiKiMjJvPrDhMwCAk0tXYMd3foljt945oy5DA8COPuBkjqUZaXaqKnYA+RgYGIDT6YTH48m7D1EUi/KEYywWSydysilFIggCBEFAOBzG9u3b0draOuMYUkmlbGMYe4zb7Ybb7c55TI/Hg0gkgra2tqx/bqXwvaLSMDIyMq68pk6nQ1WVKv/5IgVx3lA+OG/Up/c8cGpYuu12HVClwBZbRZ03jq8CB18q/Dj2rxZ+DCoZbrcby5Ytg9/vh06ng8PhgN1ux8qVK6c99/Dhw9i+fTt8Pl/6nsvr9SoSNxGVHr63onxw3lC+OHfKwGfuw8nnf4HHt/8U5+vk2fM2PgI8fhz48hJgkUSJfs4bSlHdT/3w4cNoaWlBLBaDKGaot5OlRx99VPEnHMcmilatWpXVOakEUCgUQjgcnvFquK6urnF9ZzN+isfjyTlZFovF4HQ6EQwGczq3FL5XVBpGR0dx+vTp9Nd1dXX8T4umxXlD+eC8UZ8XM6wq0wC4Xa9MDEWdN6vXJ8sj/riAyYi724DV6wrXP5UcQRDQ09OD5uZmaDSacQ/MmUwmCIIAg8EAnU6HWCyGSCSSfg+ekrpX6+rqwtKlS4t2LURUXHxvRfngvKF8ce6o3znj++F55L9lS5SlnE8AnjeBLUZg/oQpwXlDKar6qff19cFkMkGj0eSdKNPr9di2bRs2btwIo9Eoe4zT2bNnT/rzbEsSjk34BAKBacsmTiUcDo/LlGdjYpyBQCCnDbrb29uxbdu2nBNXxf5eERERUWkbGAF+k6FC3IoFgL5a6YiK5OEdwMsvAKfelr/vq64GvtYpf79U8kwmE/bt24e2trZx9w+hUEiyNLvU/ZnX68XGjRsLHisRERERlYenTgHx+oUF6Ts+kuz/3msK0j2VAVXtWZYqmSiKIux2O7xeL3p7e5FIJJBIJCAIQvrziR+9vb3wer0wm83w+/2oqCjOpY+9sTQYssuQj00UBYPBGY0/MVHW0NCQcx+57Fvm8/kQDofR0dExo3GK8b0iIiKi0varGJDI0HaHQqvKSoK+Afje08D8Onn71eqT/epzf79I5cFisaCvry+rhJdG817NU4vFgt7eXibKiIiIiChrRweTe4wVUmggOQ6RFNWsLOvu7kYoFILZbEZXV5fkqjCdTof+/n7JMh9GoxFGoxEbN25Mr4wKBAJYsmSJQleQXNU1VrYrrcYmtHp6emSPKxupEisAcPDgwazOicViaG9vR3d3d87jqfl7RURERIU3KgK/zFCCcWE1cMN8pSMqsuUrgBtvBnp+KU9/V12dTJQtXyFPf6RaWq0WXq8XfX192LlzJ/bu3TvpvTou3y+0tbXB4XCgqampKLESERERkXrtP6PMOAciwAqZnzOk8qCaZJnX64Ver0d3dzfq6+sljzEYDAiHw9PWxLdYLHjiiSdgsVjw+uuvFyjiyXItf5gydrVUvn1I9QUAZ85k96/Q2HGlbo6ltLe3w263w2Qy5RhlaXyviIiIqHT97iwQG5Fu+5AeqNBIt5WtVw7Llyi7uy1ZepErymgMo9EIl8sFl8uFeDyOSCSSfr8tCAK0Wm2xQyQiIiIilTp5EQhfUGas3vPA2xeBq+coMx6ph2qSZYFAAC6XK2OiDJcTJX6/H2vWrJm2P4vFgqamJuzevRv333+/zNEWTiQSmdH5giCMWyWWj2zODQQCCIVC8HoLuNn8NGb6vRrr1VdfxfDw8LTHaTQaVFcnN0i54oorcOWVVwIAhoeHc9pnr7KyctJGkolEApcuXcop7urq6kklR0dGRjA6Opp1HxqNBjU1NZNeV/KahoaGMDIyku5nIjVe01jl8nMaqxSuKTVvKioqJsWi1mtKKaefU0qpXNPQ0BBGR0cl/61R6zWhDH9OAPCLM9WSFcWrNCJunTuMoaHs+pHjmoaGhiCK4rgydFD451T1HRcmz9rcJJpvx+h9f43Ex6wAgOpEouhz75133sHp06dRUVEh+XNKvT8Yq7e3N+v4KD9arZbJMSIiIiKSzaECl1+cKDQAfJLJMppANcmycDgMi8Uy5TGrVq1CV1cXtm/fnlWf27Ztw9atWxVLlk1M3kxc5ZUNOVZLtbW1wePxAFnuPzbxmGySUDabLa/yi5nGKNb3KiW1X14uHn74YXz9618HAJw4cSKrZFvKwoULsXDh+M0sL126hL6+vpxiMBqNqK2tHfdaLBbD6dOns+6jpqZGsgymktc0MjKS/nlKzQU1XtNY5fJzGqsUrik1b+bNm4d58+aNa1PrNaWU088ppVSuaWRkBIODg9DrJ294pdZrQhn+nOJiNV5Ho2TbMs1ZvPPGW1nHIsc1pRI2E5M5Sv2cao73QvD/t3TjDSuAlo8jcfggxN8eQuXZ9+5CRxfU4+Ky9+PCDSsw8LG1GF66LNlw+dpLYe595zvfweOPP571eEREREREpD7HFVpVlvLGRWXHI3VQTbJMp9NNW16xpaUFW7duxfHjx7Pai6ypqUnRfa1KpSyg0+lMJ8sCgcC0x7vd7pz6dzgceZdfTCmV7xURERGVnt9hcjIz5QOVA0CG8ozlqqHre5kbH/wa0PIJXBoaQl84jIoL56G5dAlidTUSc+cBmtlWr5KIiIiIiEqJKAJvKZy8OnEhOS5vh2isybVrSpQgCOjv75/yGJPJBFEU4XQ6s+ozHo/PyqSMIAjo6OhIfz1dwiwQCEg+EZzp2FTJTCIiIiK5jYgavAbp8m/XzgGu0mRZf7FMVL/1Buqf90s33vgBYM3H3/tao0Fi3nyManVIzJvPO0OakYGBARw+fBhPPfUU9u/fj8OHDxc7JCIiIiJSoaEEcD6h7JjnE8lxicZSzcqy5uZmBAKBaUsmbty4EV6vFw6HA6tXr57y2FySQHLIp5RgobhcLoRCIQQCATgcjox7O1itVrhcrnGlLaf6njkcjpxXokkppe8VAHi9XjQ2Spd7GmvinmUp1157bc57wkxUXV0No9GYdR+pcybS6XSoq6vLuo+J+6+kKHlNQ2M2npHqR43XNPGciXhNM7+m1LyZuN8OVHxNKeX0c0oplWsaGhrCm2++Kdmm1mtCmf2cegYrMPSu9O5cd+iBxfOUv6ahoSG89dbk0o9K/Jyqnvw2NIkMd3lf2pJOiKl17jmdTtx3330571mWTwltys7u3bvhdrszlnNP3T/ceuutisdGREREROozkv3tW1mMS6VLNckyu92OTZs2pZNl/f396RVk27Ztw8qVKwEAmzdvxt69e2GxWBAKhaa8SWtvb8eqVasUugLAYDCM+zoWi+WcFJIzieT3++F0OtHZ2YnGxka43e70vnChUAhOpxMmkwmtra3jVutNvI4Up9MJi8Uy7d5y2Si179WNN96IFStW5H2+1Mb2uaqoqJi0b0g+qqqqJv2yKR9KX9NUMav1mqbCa8osl2vKNJ6arykTXlNmuV6TVPIEKr+mTNR4TS+flH59TgVgqgdqKopzTVJJoYL/nE6+Cfxoj3Rb4w3AurvTX6p17i1evBiLFy8uSN+zQXNzMw4dOpTVsTqdDt3d3en7qokOHz6M9vb2dJIsU7LT7/fD7/fDarWiq6sL9fX1M7gCIiIiIip3VUUqeFGscal0qSZZZjKZ0NTUhIceegiPPPIIWltbcejQIYiiiO7u7vRG4y0tLWhqasKhQ4dgMpngdDqxdevWcTdphw8fhs1mQzweh9VqVewa5EjeZEpU5cvlcqVXgzkcDkQiEeDyjXUq+QUg/ToyrCwLhULweDyIRqOyxFWK3ysqHo1GM+4XX5meUicai/OG8sF5U9reuJB5I+bbdEBNkQqMF23eeL4NSKysAgA88CCQIfFLs0dXVxccDge6u7sl2wVBgMVigdVqhclkyrj6cNeuXdi8eTNwOUk2do6bTCYIggCDwYBwOIyenh7EYjHs27cPgiAgGAxmtZ80EZUnvreifHDeUL44d9SptgKYV6FsKcZ5FclxwXlDY6gmWYbLN2lmsxnRaBShUCg9cScmaLxeL5YtWwZcTga5XC7odDoIgoBwOIxYLJa+ybPb7YrFPzF5E4lEskoKjd1XrRDlCQVBSH+fsolBKsFos9ng9Xpli6lUv1dUHDU1NYqWTKXywHlD+eC8KW0vTvFMzh1F/G+/KPPmnT8Ce/5/0m2LlwJ3sQwhJd/n+/1+hEIh2O329Kowu90Op9OZVWnOvXv3wuFwAJd/caDRaCCK4pR9pEq99/X1wWw2IxwOc4UZ0SzF91aUD84byhfnjjppNMA1c4DXzys35rVz39vCmfOGUor0/G1+tFotjh07ll5Flir9MbHsnyAI6OrqSreLophOsEWj0XSirKOjQ9GbtonJm7GJnamM3U+sGH9xw+HwuK8nfr9T5RrlKL+YotbvFRERERXGuVHg0IB02/XzgCtnXmFQXXb/CzA8JN22+f8DZCiVSOVj2bJliMViEAQBvb292LlzZ1aJsng8jvb2duByoix1f+X1eqfsw2KxoLe3F+3t7YhEIoo+oEhERERE6rPk/LuKjnfdOWXHI3VQVbIsxev1ore3F16vF36/H88+++ykY1pbW7Fv375xybCxdfVbW1uxfft2xWJOMZlM6c/HljacytjjlNxjLWXs5t0mk2lSIsvn88Hn86WfNJ3qo7OzM32ezWYb1zZ2XzSo9HtFREREhXEwBlzKsAHzh/VKR1NkkdPAfzwp3fa+a4BPfUbpiKjEmUwm6PV6HDt2LKskWYrH40EsFksnyjQaDbq6urBx48aszne73WhqaoLX68Xhw4dncAVEREREVM6anpevYlk2TD9XdjxSB9U+cmo0Gqe90bNYLIhGo/B4PAgEAgiHwzAYDLDZbOknJJVmsVjSyaeJK7YyGXtca2trwWLLxO/3pz/ftm3bpHa32511Xw6HI309HR0d40o6TlwJpsbvFREREckvIQIvZVhkrq0CVtQpHVGRfe+7wIUMNUrsfwvUzrZldjSVrVu3AkDGfcumsmfPnvTnGo0GFosl60RZSnd3NwwGA7q6urBy5cqcYyAiIiKi8rfohZ9BMNyK8M13FHysxt++gKtfegbY/KWCj0XqotpkWS7sdnvJlP7Ytm1benVVMBjM6pxUwkgQBNlKCzqdTng8HjQ3N8Pr9U65v1dXV1d6fKkEVC7lF8eOs2rVqinPLZXvFRERERXX6+eAd4el2/5EB1TOpv2XB2LA9zM8qNRwBbDpL5SOiEpYPB7Hjh074PV6cy4/39fXl94nOrWqzGbLfS88nU4Hi8UCv9+PRx55JOfziYiIiKjMiSJw9AjWDH9LkWTZmr3fAl4/nBxXM5tuJmk6qizDqGapm0WMSUJNJRAIpD+fWKZQis/nG1c2UUo4HEZnZydisRgCgcCU5ShTpVdwufylkgr9vSL1GB4eRjgcTn8MD2f4jSnRGJw3lA/Om9L0YlT69QoAt2d+3kcxis6b73uAsxk2b7v/r4E5cws3NqmOx+OBTqfDhg0bcj537HvrlLa2trziMJlMWVeKIKLywvdWlA/OG8oX545KnR0E4lGs6HkWpuem/x3wTJie24ObevYB8Shw7izAeUNjMFlWBG63GzqdDrFYDD6fb9pjcfkGc6rVcbFYDI2NjbDZbDCbzeP2BpvIYDCM+7qhoSFjn6mkU0dHx7g9xPKVSrwhy33ICvG9IvURRRHDw8Ppj7H7DxJlwnlD+eC8KT2xS8ArZ6XbPlAHaKuVjmgyxebNubPA974j3abTA5+5rzDjkmr5/f6cqkBMPHcsQRByXp2W0tDQMO4+gIhmD763onxw3lC+OHdU6tJ7yakN7i3QnjlZkGG0Z05ig7vjvReGhwDOGxpjVifLGhoa8NBDDyk+riAI2LVrFwDAZrNlfMrS4/HA5/NBp9NNu6ortSdbylSrxXQ6HQRBgE6ng91uR0dHx6RjYrEYzGYzYrEYOjo64HK5crjCzMYmyLK5YS7E94qIiIjU45cxINOtyh16hYMptv94EohlWGb3l18GFsy2zdtoOj09PXmXJg8EAuNKMOabdAOAM2fOTFn2nYiIiIhmseqa9KfzByOwf+1TmDc4/SKLXMy73O/8sf3WcK9nGm9WJ8ui0Sii0Qy/cCiw1tZW+P1+6HQ6mM1meDyedFssFoPD4YDD4YDFYkFfX9+0N7kTbz6nO37sk6Kp0o3hcBg+nw9OpxN6vR6RSARer3dGibJQKIRAIACfzwebzTYuQbZ9+3Z0dnYiEAggEAhkTJ7J/b0iIiIidRgRgV9meKt2ZQ2wbJ7SERXRxQvA7n+RbltQD/yFQ+mISAVS1SdydejQoUnvza1Wa95xhMNhvkcnIiIiImkL6gDte09CLjr+O3x568dlW2GmPXMSX976cSw6/rsxL+qB+Qtk6Z/Kx6xNlh06dAjIshRgoaSSOy6XC263G3q9Hnq9HkajEZFIBH6/P50kyqav1AoxQRCmXV0lCAKi0SgaGxuxfft2tLS0oLGxEe3t7QiFQnC73YhGo2htbZ3RNdpsNlitVthsNgQCAeh0uvQHLifMUsdMtS+ZnN8rIiIiUoffDgKDo9Jtd+hn2V7MXd8HTr8j3XavHajneyCaLN/3xlL7lc1kZVkoFGKyjIiIiIikaTTAilvHvbTo+O+w5Su3w/Tcnhl1vfL5vdjyldvHJ8oA4OaVs+yGkrJRVewAstXf3y9bX+FwOL0XV7E3mk6VQpRjjy2Xy5XzKrCOjg7JMoxy6e3tla0vOb9XREREVPpeyrCqrEYDrNIqHU0RDQ8D7m9Jt82dB3zhS0pHRCphMBgQDAZx//3353SenPuV9fX1IRwOT7mnMhERERHNcreagZeeG/fS/MEI7n3sfpie8+LAxr9F7wc+nHO3N7/80/GlF1NuMc8kWipTqkmWCYIATQGyvdxomoiIiKj0/HEIOHZeus2kBeZWKh1RET39H8Af35Ju+/QXgIYrlI6IVGLjxo3YvXs3nnjiiazP6evrm7Rf2UyqTbjdbmg0GmzYsCHvPoiIiIiozN1lA574pmTTip5nsaLnWby95EaEPmrDGzeYcWLZSpyvM7x3UCIBVEwuotez+h6Yn5OoZnaXTdbwqTyoKlkm5yowjUYDjUZT1DKMRERERCTtxSm2lb1Dn7mt7IyMADv/l3RbTQ1w/98oHRGpyD333IMdO3bgnnvuwQ9/+MOszklV4BjL4chvT7x4PA6Px1PQShZEREREVAaWrwBWfQg4+FLGQ64+/io++a/fAACIAIbmLsBIdS2qLg3hJ/d+DS/c/cCkc15buQZx/VXQRk+99+JtdwDLbyrMdZCqqWbPMp1Ol05wzUTqfFEUIYoiV5YRERERlZihBHAwLt22ZC5w7RylIyqin+wF3uiTbrN9HrjqaqUjIhVpampCS0sLvF4vnnzyyWmP37FjB3w+37hVZRaLBUuXLs1rfJvNBo1Gg+3bt+d1PhERERHNIo6vZn2oBsCcC2exYOAM5lw4i1UHpB8MEysrcehjE1aR2bMfh2YX1STLDAYDRFGEyWRCMBhENBrN6qO3txd+vx9utxsbN26EVqtFZ2cnEokEEokERkcz7BpPREREREURjCcTZlJm1aqyRAL47g7ptqoqwP63SkdEKuTxeKDVamG327F+/XoMDg5OOqa/vx/r1q3D1q1bx72u0+ngdrvzGnfz5s3o7u5GIBDIO3YiIiIimkVWr8+7POLi10O48s0/SLb1rL7nvS/ubgNWr8s3QipzqirDqNFosGvXLqxcuTLr87RaLYxGI1paWtDe3o6+vj64XC6sW7cOzz77bEFjJiIiIqLpiWIyOTYiApUAXshQJXt+JbCyTunoimjfj4Fjr0m3/fk9wLVLlI6IVMhoNKKrqwtr166F3++HTqeDIAgwmUwAgFAolC53n1pNJooidDodAoFAzqvKBgYG0NLSglAohNbWVjQ1NRXkuoiIiIioDD28A3j5BeDU2zmdpgHQfOAH+OnnH57U9lbjrXh7yY24+mIM+FqnjMFSuVHNyjKdTgcAOSXKpBiNRuzcuRMbN27EunXMIhMREREVw8mLwE/eAb57HPiffwC2/QH4+9eBh14H3h6WPuc2LVCtmnevMySKwOMZbuQqKoDN/5/SEZGKWSwWHDt2DEuXLoUoiujt7YXP54PP50M4HIYoiuljx1bzyCXRtX//fmzatAl6vR6hUAgA4PP5cMMNN+Dpp58uyHURERERUZnRNwDfexrQ5l5SxPxcV8a2nvVfSParb5hhgFTOVLWyzGg0ytaf3W5HIBDA7t27cf/998vWLxHJr7KyEgsXLhz3NdF0OG8oH5w3hXd0ENh/BghfyP3cD5VoCcaCzJvnngV+9xvptk9uBIzXz3wMmlUEQUBvby88Hg88Hk86oZWSSpJt27YNGzdunLa/vr4+2Gw29PX1pfeBHpt0Szl27BhaW1thsVhY2YNoFuJ7K8oH5w3li3OnTCxfAfzgZ8AXPpXTCjPDO2+g8bcvoPcDH57UFrzrfnzyhmrJlUOcN5SiEaXuaGaJUCgEh8OBgwcPFjsUKjFHjx7FzTffnP76lVdewYoVK4oaExERkZqdGwGeOgWEBvLvw1QPbLgKmK+ax73yJIpA6xrgcI90+09/DSy/SemoVIPv47ITj8cRDocRiURgMBggCAK0Wm1OfXR3d2d9rMFgYElGUgT/DSAiIioT0TPANzqAH2VeMTbRr9b+Bfb89Xck2x64DrhhvozxkeyK/T6u3H/VMCWTyZSuz09EREREhXHyIuB5E4iPzKyf0ADQex6wLwYWzZEruhL00s8zJ8rW3sVEGclCq9XOOHnV0tIiWzxEREREROPoG4BvPQncbQM83wZefnHaU2598T+xd/NjGKmZfMPYE2eyjKY2W3Z9yCgajRY7BCIiIqKydfIi8PjxmSfKUuIjyf5OXpSnv5KUaa8yAPjSFiUjISIiIiIiKq7V64EfPJOssPHAg8AdqyfvaTZ3XvKPc3Gs+PVPJbv5zSAwnFAiYFKrWb2yrK+vD4IgFDsMIiIiorJ0biS5ouy8zDck5xPJfrcYy7AkY89LwK9/Id32sbXAB1jGjoiIiIiIZqHlNwHLH05+LorAubPA8BBQUwtUVgIfuRGIRtB84Ic48pENk04fSgC/HQTMuVUep1lkVq8s8/l8aGxsLHYYRDSNRCKBoaGh9EciwcdAaHqcN5QPzht5PXVKvhVlE8Uv74FWCmSdN48/lrnty1xVRkRE6sL3VpQPzhvKF+fOLKLRAAvqAMPC5J9z5wGb/hIAcGPQj/nx05Kn9cQnv8Z5Qynl9ixu1vbu3YutW7fCbrcXOxQimsalS5fQ19eX/tpoNKK2traoMVHp47yhfHDeyOfoYHKPsUIKDQCmemBFXWHHmY5s8+Y3IeB5v3Tbn3wUMP/JDKIkIiJSHt9bUT44byhfnDuz3GfvBzzfRuXoCJqe9+GFuzZPOuS1c8DACFA/JivCeUMpqkmWPfDAAzPuIxKJIBaLoaenB7FYDADgcDhkiI6IiIiIxtp/RplxDkSKnyyTzXd3ZG77coeSkRARySYcDue0/UGuxxMREREBABYtBtbeBTzzX2g+8EPJZJkIIBQH7mwoSoRU4lSTLNuzZw/icYl1knkQRRG4nChbuXKlLH0SERERUdLJi0D4gjJj9Z4H3r4IXD1HmfEK5rWjgP+/pduabgNu/6jSERGVJY/HA7fbjXA4nH7NYrHA4XDAYrGoPoZAIAC3241QKJROOplMppz7DoVCcLvdCAQC6TgFQYDFYoHNZsupL5vNhlAolD63ubkZgiBAp9MBl5NjoVAIfr8fXV1dEAQBwWAwj6snIiKiWe/zm4Fn/gvX/SGIK068jnevvX7SIT1MllEGqtmzzGAwpJNcoijO6AMAnE4nnnjiiSJfFREREVH5OVTg8osTFbrco+xEERgcACKnk3+KIvDdqfYq60jW5CeivIVCIej1erhcLjgcDkSjUUSjUQSDQQiCAKvVCpvNlq5AorYYQqEQGhsbYbVaYTAY4PV6EY1G4fV60/06nc6s+nI6nTCbzYhEInA6nfB6vXC5XMDlRJ/VaoXZbB6X7MtGIBCAw+GA2WyGXq+HRqOBRqNBY2MjbDYbPB4PAMDr9eZ8/UREREQAgNvuAJavgAZA84EfSB7y1hDw9pDikZEKqGZlmSAICIfDEEURJpNpXFkGg8GQVR86nQ6rVq2CxWKBVqstYLREREREs9dxhVaVpbxxUdnx8vLaUeDHXuBIEDh6BIhH32urq08mzaSsuBW4c61iYRKVo0AgAKvVml6xlFrRhMv3mS6XC42NjXA4HAiFQpOOKfUYPB4PHA4HdDodgsEgTCZTus1kMsFkMqGtrQ1GoxFWq3XKVWFmsxmxWAy9vb2TSiF2dHTA4XDA4/Gkk3N+v1+2FXkWiwVer1f27z0RERHNIhoN8HkH8D/+Gs0H9uBn935N8rCeOHDXlYpHRyVONckynU4HjUYDl8uFBx98sNjhEBEREZEEUQTeUjh5deJCctySXHx14BnA/S3g4EuZj8mUKAOAL28p0QsjUodYLAabzQZcXrGUKRFjt9sRDAbh8XjQ0tIiaxnAQsaQSpQBSK9Qm8jn88HpdCIWi8HtdmdMbnV2diIWi02ZqHO73elxAcBqtUom1nJhMpngcrkUK4NJREREZe7PNgGdD8PwzhsQXnkR4ZvvmHRIKA588gqggrdaNIaqyjDi8g0EEREREZWmoQRwPqHsmOcTyXFLSvQM8LdfBO63TZ0om0pdPdA8+caOiLLX3t6OWCyWXmE1lVSZwlAoBJ/PV/IxhEKhdKLM7XZnTFht3749XTIxFApJHhMOh+F0OuF2u6dd2ZUqyZiSimG6c3p7e+H1euF2u+F2u9OlIoPBIBNlREREJJ+58wDbvQCA5gM/lDwkNpLc/5poLNUky1JlE+vr64sdChERERFlMCLOrnGlaF47Cnzy9mTZxZkYHADu+lCyhCMR5SwWi6UTTtkkYwRBSCectm/fXvIxpFarCYKQ9UOlmRJqLpcr6/KHOp1u3HiBQCCr/csEQUBrayvsdjvsdjtaW1tZcpGIiIgK43PtgEaDlS88japh6dInPXHFo6ISp5pk2ebNm7Fz585ih0FEREREU6gqUhmLYo07UW3f66j+iz8DTr0tT4en3gY+/XEmzIjykCoVCACrVq3K6pxUMikUCmWVACpWDB6PJ9023cour9ebTlClyihO1NPTg1gsBqvVisbGxmljNJvN474OBALTnkNERESkmMVLgZZPYO65OFa8/DPJQ44MAsOlVqGEiko1yTKj0Yj29vZih0FEREREU6itAOYp/A5zXkVy3GKrGIjh2of/BpqBmLwdx6PAFz6VLO1IRFnbs2dP+vNsVzCNXXklRwKoUDGMLYXY2to6bX+p0oeZVpaNTcqFw+FpS0BO7Ke3t3fK44mIiIgU9/nNAIDm/dKlGIcSwCuDCsdEJa0Efq1Q2rq7u7Fp06Zih0FERESkChoNcM0cZce8dm5y3GK7audjqD7zbmE6P/U28I2OwvRNVKbG7s+V2gN7OmMTWsFgsCRjGFv2UKfTZUyA5aK5uTljDFImXkssJvNDAkREREQz9aGPAde/H+8P+TE/Lv3gIUsx0lhMlk1D7s2diYiIiMrdkrnKjnedwsk5KfNffgHanz9b2EF+1AUceKawYxCViYnlC7NNKDU0NKQ/7+npKckY/H5/+vOJSa58uVyudHwdHR3T7q828dqyKd1IREREpCiNBrjXgaqRS2j6hfTv9187BwyOKB4ZlaiqYgdQ6s6cOcNNh4mKrLq6GkajcdzXRNPhvKF8cN7Io6keCChYMdBUr9xYUqqrq3HNf+/J4kgZeL4NrF6vzFhEKpbvSqex934zXS1VqBjGlmYce2xnZyf27NmDUCiUXnG2adMmdHRMvyrVZDLlVEpxYrLMZDJldV4gEIDb7R53DYIgwOFwwG63Zz0+qQffW1E+OG8oX5w7NMmf3wPs+Dqa9/8QL/zp5H1eEwBeuVCN2zlviCvLpsdVZUTFV1FRgdra2vRHRQX/6aLpcd5QPjhv5LFoDiAotLqscR5wdZFXllW8/ioqgr9SZrCXXwRe+50yYxHNcpFIpNghSMYgVdrRbDbjzJkz8Hq9EEURfX19cDgccDqd0Ov1st/Xut3u9Oc6nW7alWhnzpyB1WqFy+WCw+FAX18fotEo+vr6YLFY4HA4oNfrZdknjkoL31tRPjhvKF+cOzTJ/AVA6+dw3R96cMVbxyQPCQ5y3lCSalaWLVu2DBoFN6OIRCKIxWIQRRF6vV6xcYmIiIjKwZoGIHxCmXGK7sde5cdb/rCyYxKpzMQkUz7VQma6sqwQMUz8WqfTwWazTVpBptPpYLfb0dzcDLPZDJvNBrfbLcvqrVAoNG5lmcvlmvaczs5OyfF1Oh1cLhcaGxvhcDhgtVrh9/unTb7l4tVXX8Xw8PC0x2k0mvST5FdccQWuvPJKAMDw8DBEUcx6vMrKSlRVjf9VSyKRwKVLl3KKu7q6etIv60ZGRjA6Opp1HxqNBjU1NZNe5zXxmqbCa5LGa8qM15QZr0ma4tfU9heo+X/fRfOBH+Bnn/v7Sf2cuAj8cQh4X+17r5X8NU2jFH5O77zzDk6fPo2KigrJaxoZmVz/MpdKB4WgmmTZo48+Crfbje7u7klt2SbRxv4Qpzsnl0lMREREROOtqEuWRwwNFG4MUz1w04LC9Z+1I0Flx/uNwuMRqdBME12lGsPE8oepkouZSi2aTCbY7XZ4PB44HA40NzdnXTIxE6fTmf7cYrFMm4ATBAHbtm1Da2trxmPsdjtcLhfC4TBsNhui0eiMYhzLZrPlfM7DDz+Mr3/96wCAEydOZJVsS1m4cCEWLlw47rVLly6hr68vpxiMRiNqa2vHvRaLxXD69Oms+6ipqZHcK4/XxGuaCq9JGq8pM15TZrwmacpfkwbXNt8B84E9kskyAOiJA3965Xtfl/41Ta0Ufk7f+c538Pjjj2c9XilQzZrC1tZW+P1+RKNRbNmyBTqdLp3wEkUxqw+MSZJlcywRERER5W/DVUB9gR7N0lYl+y86UQSOHlF2zFcOJ8clolln4mq1QCCAbdu2TXnO2GRRPomjsXw+X7pUoiAI8HqnX1nr9XqnTJSlpI6JxWLjEnJEREREMxW9qw0Np47DePQlyfZgHEjwFmvWU83KshStVou1a9di7969MBgMsFgsMJvNklnOscLhMPbt24e9e/fCarVO+/RbJBJBb28vOjs7Zb4CIsrVyMjIuCdzdTrdpOW7RBNx3lA+OG/kNb8KuKUOeEG+BQIAgHkVgH1xsv+iOzsIxGW+wOnEo8C5s8CCOmXHJVKRfEoeqiGG1B5lY8eYbqXY2JKG4XAYgUAgrzKHsVgM7e3twOVEWTAYlPUarVZr+v67s7MT27ZtK4mfI81MIpHAxYsXgct711155ZV8b0XTSs2beDwO8D055SCRSIxbOcO5Qynnmj6IoWuuQ/P+H6JvxYcmtcdGgNDbcSytucT3H7OY6v612LZtGzweD1wuF+6///6sz2tpaUF7eztCoVA6wfbII49Me140GpV9M2Qiys3o6Oi4Nzt1dXV8s0PT4ryhfHDeyCsyDPxa5ipk2qpkomzRHHn7zdul7EtqyGp4CACTZZTZ7t274fV6EYlEYDAYYDabsXXrVtTX10se39bWhoaGBjQ2NsJkMqG5uTnjsWowMakUi8Vy/sXHTH9RUogYJn7d3NycVT+CIKRLOHq93rySZTabDbFYrCCJslSMYwUCgaxWpE3H6/WisbFx2uMm7lmWcu211+a818hE1dXVMBqNWfeROmcinU6Hurrs/+3PtP2Ektc0NDSEN954AwAQj8fR0NAw7r2VGq9p4jkT8Zpmfk2peTM0NITTp0+Pe0+u1mtKKaefU0opXdPw8DDeeuut9NepuaPmayrHn1OxrqniLx7Ayv/twlObd2C0unZSe09cxAJN8t8ctVxTJqXwc3I6nbjvvvty3rNsppUQZkJVv/3ZunUrdu3ahXA4DK1Wm1cfJpMJ4XAYzc3NaGxsxH333Tfl8cuWLSuJevdEREREavP0KeCSjKUsTPXJ0oslsaIspXryhseKqJl8c0cEAIcPH4bNZpu0t1UgEIDL5UJnZyf+7u/+btJ527ZtQyAQwL59+9Il8DQajeRNrBrIkciZmOwqhRgmfj1dhRUpqTKKuXA6nQgEAgVLlEHi2g4ePChLsuzGG2/EihUr8j5famP7XFVUVEzaNyQfVVVVsjzEo/Q1TRWzWq9pKrymzHK5pkzjqSI++LwAANkvSURBVPmaMuE1ZcZryozXJG3Ka2r7PKr/9z9jxcs/w2/u+PNJzWHU4Q7xFKCma8qB0te0ePFiLF68uCB9F4pq9izr6+uDx+NBMBjMO1GWotPpsG/fPnR0dGBgYOpd57mHGREREVHujg4Cr5yVbsv1DWjjPKB9MXDvNSWWKAOABXUQ6xUu06HVA/MXKDsmqcKhQ4dgNpsRDocz7s3c0dGBe+65Z9K5TU1N2LJlC/bt2wej0aj6+6CJiZeJe31lMrEUb6nFMN3XmYw9Lts4UjweDzo7O2EymXJKlIVCITQ2NkKv18Pj8eQ0JiZ8H4iIiIhmrK4e2PBZNO//oWTzJVTiOHifNZupJlmWqlm+dOlSWfoTBAHt7e3Yvn37lMc5HA709vbKMiYRERHRbDCcAJ46lbl9w/uADiNgaQBumJ/cg2yseRXJ1y0NyeO+sgS4qVTvWTQaiDfdouyYN68EMpTEoNnNZrOlk1wWiwUdHR3wer1wuVxobW2FTqeDKIrwer2SCbOUctinYeI1ZJt4GXvvl8+qLSViGLtHWaETSoFAAA6HAxaLJecVZe3t7QiHw4jFYnA4HDnHWg7zkIiIiErM5+24MbgP8+NnJJtfx8wW6ZC6ldqzuRn19PTA4XDI2qfD4UBbW9uUCTOtVjvjlWxEREREs0n3GSBySbpt8Rzgdh1QoQE+eXnfMVEEhhLAiAhUaYDaCnXlghIfMKHiV88rN+AtZuXGItVIlas3m83weDxoamqadEw8HscjjzyCHTt2wOv1wmAw4Lvf/e6k42ZafrBUmEwmhEIhIIfVVGOPW7VqVUnG0NzcnHOfYxNV2SYBQ6EQrFYrWltb4fV6p+w7EolM6ndiKdDpTLyWbPYZIyIiIsqJcAOqbv8oVv5iL178U/uk5jfF+RgcGYYMVQ9JhVSzsiwUCsn+ZJnRaMz5DTwRERERZfbuMLBf+iE9aAC0vi+ZKBv3ugaYUwksqEr+qaZEGQAkPrlB2QHvKt6Gx1S6/H4/9Ho9uru7JRNluPwgoMvlwrFjx7B06VK43W48/fTTiseqFIvFkv482/u+scfJsV9WIWIYu+l5Pvezzc3NWcXQ0tICu90+ZaIMALZv3w6fzzfp9bHJM5fLNe39/MRraWtrmzZOIiIiopz9xWY0H5AuxShqNDhyrlLxkKg0qCZZptVqZU9sxeNx1kEnIiIikokoAk//MblCTMqf6IDr5iodVeGJN9yE8yukkxOyu+0OYPlNyoxFqhIOh7Ft2zbU19dPe6wgCAiFQli5ciVaW1tx5MgRRWJU2rZt29KfB4PBrM5JrdgSBGHGZRgLFYPFYkknnrK5R47FYuOOG5tsy3S81WpFW1sb3G53VvFmirO1tTW9V950/H7/uHNZhpGIiIgK4mNrseTCGVzx1jHJ5kMDKnt6k2SjmmSZIAh5bQo8la6uLllugIiIiIgI+O0g8Oo56bb5lcAnr1A6IuWcaf28MgPZv6rMOKQ6oVBo3Cqm6Wi1WgSDQaxZswZr1qzB8ePHCxpfMeh0uvT3pKura9rjA4FA+nOn0znt8T6fL53YUjqGVBIuFotNG0NPT0/6c5PJNO08aWlpgcViySpRlop57D5qKQ6HAz6fL+sHVMeuTnO5XFmdQ0RERJSzigpo7m2HOcPqsrcuVeLUkOJRUQlQTbKsra0NXq8XBw4ckKW/eDwOl8uV0w0lEREREUkbSgBPn8rc/qdXAvNVs1tu7s7d9mHEP7ausIPc3QasLvAYpFo6nS6vlTh+vz+dQBkcHCxIbMXkdruh0+kQi8UkSwVOPBaXE0p2++Q9LFJisRgaGxths9lgNpvR2dmpeAwdHR3pBz+n2oN7bJ+4vLfdVKxWKwwGAxwOB8LhsORHKBRCKBRCIBBIJ/SkHkIVBAEdHR1oaWmZckwA8Hg86dVvHR0dksk3IiIiItm0fg7mX/4oY3NPXNFoqESoJllms9kgiiJsNpssZUJaWlrQ19c3bQkKIiIiIpqe/zQQG5FuWzoXuE2rdETKO7X5QVxqKNDyuauuBr429S/kaXZrbm4etyopF36/HytXrswqqaE2giCkE0Q2my1j2UKPxwOfzwedTjftHl2BQGBcP9MlqwoRAy7/3HQ6HXw+X8aEXWdnZzpB5/V6p0xCORwOBAIBBAIBmM1mNDY2Sn6YzWaYzWZYrVZ0dnZOWa0ltULMarVmXGHm8/ngcDgAAHa7navKiIiIqPDqdVh4x4dgPPqSZHPw9BASGbYXoPKlmmSZ0WhEe3s7IpEITCYTvvnNb+bVz/79+3H99dfj0KFDMJlMWLNmjeyxEhEREc0mp4aA585It2kAtL4PqJgFZd8T9Tqc+Ma/QKyXOTOo1QPfexrQN8jbL5UVu90uWTavv78/q/O9Xi+WLFmCdevWQaMpr7+wra2t6cSS2WweV94/FovB4XDA4XDAYrGgr69v2lL9E1fwZVPaX+4YUuMGg0EIggCn0wmr1Qqfz4dwOIxAIACbzQan05k+rrW1NWNfnZ2deW97MF2sqRj1ej2cTme6fGUqRpvNBp1OB7fbnXXpRyIiIqIZu9eB5v3SpRijmlqEzyseERWZapJluPwGXqtN/vKho6MD119/PZ588kkMDAxMe+7u3btx/fXXw2q1ore3F8iiBAURlQaNRoOampr0R7n9AocKg/OG8sF5kztRBPb+ERjN0P5hPXDNHIWDUtjYeSPecBNGWz8nX+dXXQ384GfA8hXy9UllqbW1FXq9Hl/60pcAAH19faisrERjY2P6tel4vV7U19fD7/cXOFrlpZJQLpcLbrcber0eer0eRqMRkUgEfr8/nczKpq+Ojg7gcqIom1VgcseQIggCent700mm9vb2dInIWCwGr9eL3t7eacsaTrc6birZlEx0u93w+/0Ih8Nob2+H2WxOr7JzuVzo6+ubsuwkqRffW1E+OG8oX5w7lJMbbsTK4VOovCS9QVnPOxcUD4mKSyOKoqoWFIZCITQ3N0Oj0UAUxfQ/eoIgwGQywWAwpOvBRyIRhEKhdJmL1KVqNBp0dXVh48aNRb0WKl1Hjx7FzTffnP76lVdewYoV/CUVERHRRIcGgO+/Jd1WVwlsawTmViodVRFdOA987GbgzLsz7+vutmTpRa4oy8lsfh8Xj8fR0tICjUYzLomj1+tx5kyG5Z8SHA4Hdu3aBY1Gg9HRTKlwotI0m/8NICIiohz5/xvfOz6C39zx55Oa5owM4R9W1KJGVcuN1K3Y7+NUt826yWRCT08PWlpaEI8nd9oTRRG9vb2Std/HJshSmCgjIiIimrmLo8B/ncrcftdVsyxRBgD/8eTME2W33QHYvwqsXidXVDRLaLVa9PT0wOl0jqui0dbWllM/qVVKu3fvlj1GIiIiIqKSsebjaP7q30omyy5W1eJobARNBtWlUChPqsyLmkwm9Pf3Y+PGjZLJsLFSr4uiCIvFgt7eXibKiIiIiGTw7GkgPiLd1jgPaK5XOqIiO38OcH9Luq12DvCXXwLuWJ3cg2wsrT75+gMPAj/9NfCDZ5gooxlxuVyIRCKIRqPo7e3FE088kXMfbrcbPT09BYmPiIiIiKgkVFbixg9cj/lx6SoMPWEZKoaQaqg2LarVauH1etHX14edO3di7969kivLdDod2tra4HA40NTUVJRYiYiIiMrN2xeB5yPSbRUANl4FzLotAqZaVfZ5B7D1n5KfiyJw7iwwPATU1ALzF8zCbxYpQavVpvd8zgfvn4iIiIio3FXZPoeV3/tPvLj+i5Pafj/nSgyOAHWqzaJQLlT/YzYajXC5XHC5XIjH44hEIojFYtDpdDAYDDO6OSQiIiKiyUQR2HsKSGRo/6gBuHqOwkEV2/lzgOfb0m1z5wH3/817X2s0wII6AHWKhUdEREREREQSdAY0JyJ4UaIpUVmJQ6+dwEdXXFuEwEhpqk+WjTXTJyeJqDQNDw/jxIkT6a+vvfZa1NTUFDUmKn2cN5QPzpvs9AwAveel27RVwLqFSkdUXMPDwxj8P51oyLSq7HPtwMIrlA6LaEr9/f2IxWIQBAH19fLVTO3r64PNZsOnP/1p/N3f/Z1s/RKROvG9FeWD84byxblD+RgeHkblrTfjireO4d1rlk1q7zkzgo8WJTJSmir3LCOi2UUURQwPD6c/UnsVEk2F84bywXkzvQujwI9OZW7/s6uAOZVKRlR84rmz0Hb9P+nGiavKiIrsscceQ0NDAxobG2E2m6HX63HbbbfhwIEDsvRvNBrx6KOP4gc/+AEaGhrw9NNPy9IvEakT31tRPjhvKF+cO5QPURRx7tqluOV3P5dsf/OKpTh1KsMeBFRWmCwjIiIioqz97F3g7Kh02w3zgZWzsLJg5Q+/h6pYhpune+1cVUYlY926dXA6nYhGoxBFMf3R09MDi8WChx56SJZxLBYLenp64Pf7cd999+HJJ5+UpV8iIiIiokIxGmoztvUc+oOisVBxlFUZRgAYGBhAOBxGOBxO71u2cuXKYodFREREpHonLgIvRKXbKgFsvCq5Hdescv4cKv/vd6Tb5s4D7v9rpSMikrRp0yb4/X5oNBpoJP6iiqIIl8uFWCyG7373u7KMaTKZEA6H0dzcDEEQsHr1aln6JSIiIiKSW2XTSiz9Qw/6b2ie1BZccB0+fmkEFdVll06hMcpmZdnu3buxatUq6PV6mM1m2Gw2WK1WmM1mVFZWYv369Thy5EixwyQiIiJSpYQI+P4IZCpksroBuDLzg3jl6993QxM5Ld12rx1o4KoyKr69e/fC6/VCo9GMW1E29iPV5na7ZV0JptPp8Oijj+LRRx+VrU8iIiIiItlVVuH9g29INkUbFiH8wq8AUQQGB4DI6eSfLPVZVoqSLGtubkZlZWVWHw0NDTh8+HDGvg4fPoxVq1bB4XAgFAplvPnz+/0wmUxYv349BgYGFL1eIiIiIrV7OQ4cvyDdpq8CLAuVjqgEnD8HeL4t3cZVZVRCnE4ncHn1mNvtRm9vLxKJBKLRKPx+P9rb26HVatPH2O129Pf3yzZ+a2srenp6ZOuPiIiIiKgQFl2/GJWXhiTbel49AZiXACuvAVYZk3+alwD33gU89nXgtd8pHi/JqyjJsq6uLqxZsyZjYstoNKK9vR1dXV3o6enJWEZx165dMJvN6STZWCaTCa2trbDb7bBYLNBqtRBFEfv27YMgCDh+/LhCV0tERESkDqIIXBwFzo4k/0y9vTo3Avz3O5nP+/OrgNqyqVeQg3/fnXyiUApXlVGJOHToEMLhMDQaDYLBINrb22E0GgEAWq0WLS0tcLvdiEQi2LJlS/q8rVu3yhZDX1+fbH0RERERERVKtbYON504Ktl25LaPY+jCBVycW4ez9Q24OLcOYjwKvPQc8MQ3gU98ELhnHXDgWcXjJnkUpcimIAjw+/0IhUKw2+0IhUIAALvdDqfTmb55m8revXvhcDgAIF13P/UUZKY+AoEAHA4H+vr6YDabEQ6HUV9fX4ArJCIiIlKHkxeBQwPJVWNvXQTOJ95rm1cBXDMHOD8KnBuVPv/G+cAH6hQLt3RMsapMnDsfGq4qoxIRCASg0WjgdrvR1NQ05bEulwtWqxVr166F1+vF1q1bxz242N/fD6fTiVAohHA4DFwusygIQvqjsbERgiDAYDAAAMLhMJxOJwRBKPCVEhERERHNXJOhAr+VeP3ifC2+9u99GJ67IP3avMEIruk9giV/CML08y5cffAl4OBLwN1twNc6AX2DorHTzBR1R7ply5YhFoulk2fZJMkAIB6Po729HbicKEvV2Pd6vdi4cWPG8ywWC3p7e+FwOLBr1y7Y7Xb88Ic/lO16iIiIiNTi6CCw/wwQzlBaEUgmzl4/n7m9SgNseB+g0RQkxNL2b7syriob/ex9qOKqMioRfr8fANDW1pbV8RaLBfv27cPatWvR1dWVTpbt2rULmzdvBi6XakyJRqMIBoPpByAzsdvtM7gKIiIiIqLCq+17HY3/7MS8b76A8/WGSe1jE2UAcL7OgNdXrsbrK1cj0PYghFdeRIvvf+GmH3UBv/4F8L2ngeUrFLwCmomiFswxmUzQ6/U4duxY1okyAPB4PIjFYuMSZV1dXVMmysZKPVXp9Xqn3A+NiIiIqNycGwH+9S1g94mpE2XZaGkAFtbIFZmKnD8H7JJeVZaYMxejf/klxUMiyiQcDsNkMuVUUcNisWDjxo3wer3A5VKOqaoeYxNlqQofmssZ80xl9nF51RoRERERUamq7Xsd123djOGz5zBvMJJXH+Gb78Cur+/Fvz64G+fODwGf/jjwmnRZRyo9RUuWpWrgd3d353zunj170p9rNJr0zVwuuru7IYoiurq6ch6fiIiISI1OXgR29AGhgZn3pQFw44IsDixH/7YLiJyRbIr+qQ0wLFQ8JKJMIpFIXiUQd+3ahXA4jMOHD8NmswGXk2GpvaHH7gud+hibPNOMWXLqcrlY/p6IiIiISlbFQAzXPvw3OLVwMXZ855c4fc2yGfUXunMTdnznlzipuxr4wqeAqPT9I5WWoiTL4vE4duzYgc7Ozpxvmvr6+hAKhdKrygCkb95yodPpYLFY0mVJiIiIiMrZyYvA48eB+Ig8/YkAPG8k+51VpllVFtlwr+IhEU0lVfY+VzqdDk1NTWhvb0c4HIYgCAgGg+jp6UFXVxf27duHSCSCaDQKr9cLu90Oo9E4LnlmMpng9/vx4IMPFuTaiIiIiIjkcNXOx/Bu3ZV4fPtPEW9YJEuf8YZFePzRn+HkHD3wjQ5Z+qTCKsqeZR6PBzqdDhs2bMj53EAgMOm1bOvvT2QymbBr1668ziUi5VRWVmLhwoXjviaaDucN5aNc5825EcDzZnIPMjmdTyT73WIE5hd1J1wFTbGq7GLbX0LfuKxs5g2Vj4aG/DYW37RpE5xOJ/R6PUKhkOSDjlqtFhs3bhxX6SMej0Or1c4oZiIqD+X63ooKi/OG8sW5Q/mo+kUAVaGD8HznlzhfN3mfspk4X2eA5xtPY8tXbsf8A88Aq9fL2j/Jqyi/1vD7/bBYLHmfO5YgCHmX9GhoaEAsFsvrXCJSTlVV1bg3O0TZ4LyhfJTrvHnqlHwryiaKjyT7v/eawvRfUs6dzbiqDPPmY95fdWAeSzBSGUnds23bti2ney4myogopVzfW1Fhcd5Qvjh3KB+Vu/8FTzl2yLaibKJ4wyI85ejEvZ5vM1lW4opShrGnpyevUiC4vLIsVYIxtV9Zvs6cOQOdTpf3+URERESl7uigPHuUTSU0kByn7E2xqgyfd3CvMio7qXulmdxzERERERGVrNeO4qhYh9Cd+VWuy1bozk04mlgAvPa7go5DM1OUZFksFkNjY2PO5x06dGjSSjCr1Zp3HKna+0RERETlar9C+wgfiCgzTtGcOwvs/t/SbfPmA/f9ldIRERWc0WgELlfzICIiIiIqOz/2Yn/rVxUZ6sDGvwV+7FVkLMpPUZJl+a7mktqvbCZPOYZCId74ERERUdk6eREIX1BmrN7zwNsXlRmrKLiqjGYpjUaTd9l7IiIiIqJSdvLkaYRvvkORsXo/8GG8ffJdRcai/BQlWWYwGBAMBnM+T879yvr6+hAOh7Fp06a8zici5SQSCQwNDaU/EolEsUMiFeC8oXyU27w5VODyixMVutxj0Uy1qmz+AiS+8JWymjdUfsLhcLFDIKJZqtzeW5EyOG8oX5w7lBNRxKEr36/okKErlgOiqOiYlL2qYgy6ceNG7N69G0888UTW5/T19U3ar6y1tTXvGNxuNzQaDTZs2JB3H0SkjEuXLqGvry/9tdFoRG1tbVFjotLHeUP5KLd5c1yhVWUpb5TryrJ/80y5quxSXX1ZzRsqP263GwDQ2tqKNWvWFDscIppFyu29FSmD84byxblDOTk7iONLVig65BtLViQfxlxQp+i4lJ2irCy75557EI1Gcc8992R9jtPpnPSaw+HIa/x4PA6Px4OOjo68ziciIiIqdaIIvKVw8urEhTJ8SO7cWWBX5lVl+OJXlI6IKC9utxtWqxWVlZVYtWoVtm3bhsOHDxc7LCIiIiKiohCHh/FW462Kjnli2UqIQ0OKjknZK0qyrKmpCS0tLfB6vXjyySenPX7Hjh3w+XzjVpVZLBYsXbo0r/FtNhs0Gg22b9+e1/lEREREpW4oAZxXuOrI+URy3LLybx4gGpFu415lpDKiKEIURQSDQXR2dsJsNqOyshLr1q3DY489xuQZEREREc0aQ1U1OF9nUHTM83UGDFVztWOpKkqyDAA8Hg+0Wi3sdjvWr1+PwcHBScf09/dj3bp12Lp167jXdTpdupRIrjZv3ozu7m4EAoG8YyciIiIqdSNFWuFVrHELgqvKqIyIY5Z9ajSa9GuiKCIQCMDpdMJsNqOhoQGbNm3Ck08+if7+/hmPe/jwYezevXvG/RARERERyWlkXnFKIY7MXVCUcWl6RdmzDJdrxnZ1dWHt2rXw+/3Q6XQQBAEmkwkAEAqF0htRp1aTiaIInU6HQCCQ86qygYEBtLS0IBQKobW1FU1NTQW5LiIiIqJSUKWZXeMWBFeVUZkQBAE7d+5EKBSC3+/P+OCgKIqIRqPw+Xzw+Xzp1zdt2gSr1ZpXdY8f/vCH2LFjB+6///4ZXwcRERERkVyqKopz81qscWl6RVtZBgAWiwXHjh3D0qVLIYoient70zdm4XB43NOPoijCZDIhGAzmlOjav38/Nm3aBL1ej1AoBADw+Xy44YYb8PTTTxfkuoiIiIiKrbYCmKfwO715Fclxy8LZwalXld33V0pHRJS31tZWtLS0YMuWLdi3bx8SiQSCwSBcLhcsFkt6hdlEqdd8Ph8cDgcaGxvR0NCQc9lGnU4n+zUREREREc1EbQUwb/iComPOG75QPvfMZajoPxpBENDb24udO3fCZDKlb9RSN2apJJnX60VPTw+MRuOU/fX19aG5uRkNDQ2orKyE1WqF1+sd168oijh27BhaW1uxbt06ha6UiIiISDkaDXDNHGXHvHZuctyyMOWqss2AvkHpiIjy1tAweb42NTVllTyb+ABjNBodV7Zxuj3PYrFYga+OiIiIiCh3Gg1wTc2oomNeWzNaPvfMZahoZRgnstvtsNvtiMfjCIfDiEQiMBgMEAQBWq02636MRiNcLlfWxxsMym7iR0RERKSUJXOB188rN951CifnCubsILD7X6Tb5i8A7uNeZVR+mpqa0gk0ADh06BACgcC0ZRsBIBAIjDvGZDLBarWiubkZXV1dksk6IiIiIqJiW9KwAK+fUW686xq4X1kpK5lkWYpWq53xfmItLS2yxUNERESkVk31QEDBN/6meuXGKiiuKqMy4na7YbVacz4v2+SZZsyjsankWTAYTJfAF0WRyTIiIiIiKkm8Z6axil6GkYiIiIgKY9Ec4OpaZcZqnAdcXQ4ry7iqjMpMe3s7li5dOuN+pMo2dnR0oKmpaVzZRo1Gk06gSe2DRkRERERUKhbNAZbOSSgyVtncM5exkltZRkRERETyeDkG/HFImbHWqHHhiCgmk2OXhoHqGmBBHfCvbq4qI8pCauVZSnd3d3rVWWpVGRERERFRqbtTN4r/98fCrylS5T3zLMNkGREREVGZEUXgmdPAvtPKjGeqB25SS+n1144CP/YCR4LA0SNAPPpeW70OOH9W+rwFdVxVRjSFlpaWceXwA4EAXC4Xuru7ixoXEREREdFU3j8vgWWI4xi0BRtDVffMsxiTZURU8qqrq2E0Gsd9TTQdzhvKRznMmxER2PM20BNXZjxtFbDhKmXGmpEDzwDubwEHX8p8zEAsc9sUq8rKYd4Qyc1iscBisWDZsmXFDoWIioj/R1I+OG8oX5w7lI/q6mp8egnwv0+IGBjVZHFGblRzz0xMlhFR6auoqEBtrUKb7lDZ4LyhfKh93lwYBb53Anj9vDLjzasA7IuB+aX8jjJ6BviHLcnVZPmqqgI2fCZjs9rnDVEhWSwWeL0z+PtHRKrG/yMpH5w3lC/OHcpHRUUFDPNq4bgOePw4cF7GLcxUcc9MaYUvxklEREREORFF4OIocHYk+acoTn9O5BLwL8enT5TVyPSgnLYK+PKS5IbIJev3rwCfvH1miTIAGBkBPvuJZAlHIsqJTqcrdghERERERNNaNCd5j6uVKbGlrRgt/XtmGoc5TSIiIqIScPIicGgAOH4BeOvi+KfZ5lUA18wBlsxN1jq/esKb7TcvALveBAZHM/evAfBnVwHN9cBTp4DQQP6xmuqTZSRK+um4378CfOYT4/ckm4lTbwOf/jjwg58By1fI0yfRLBGLTVHilIiIiIioRCyaA2wxynDP/NwebKiJYP7yB+QMjwqslH/FQURERFT2jg4C+88A4QuZjzmfSK4Ye/08EDgDCHOBloXJDYKPDgLffwsYnmL1WbUG+Nwi4Jb65Nf3XpNMeB2IAL05lGxsnAesaVDBxsTRM8AXN8iXKEuJR4EvfAr4yS8z7l9GRONt2rSp2CEQEREREWVtflX+98wAUH/mbXzusfuhWbwU+IIDqGBxP7VgsoyISt7IyMi4J5J1Oh2qqvjPF02N84byoeS8OTeS/9Nq4QtA+E1g8RzgzYtTH7ugErh/cXJV2lgr6pIfb19MxvDGReDEhckr2q6dC1w3R3pFW8n6hy3JlWCFcOpt4BsdwLeeTL/Ef2+IMmtqakJTU1OxwyCiIuH/kZQPzhvKF+cO5SPTvMnmnlnKQMPVeHNZE647dgh4PgDcubbwF0Gy4L8WRFTyRkdHcfr06fTXdXV1fLND0+K8oXwoNW9OXgQ8bwLxkZn1M12i7Iqa5GbCC2syH3P1HOCTl5NgoggMJYAREajSALUVgEamPc4Uc+CZme9RNp0fdQF324DV6wH+e0NERJQR/4+kfHDeUL44dygf082bTPfMQwngn3sBqSIvhz7amkyW/fsuJstUhGsAiYiIiBR08iLw+PGZJ8qmY5wL/M2SqRNlE2k0wJxKYEFV8k/VJcoAwP0tZcbxfFuZcYiIiIiIiKgkjL1nbqgBls+XPu7wRzYgodEAB54FThxXOkzKE5NlRERERAo5N5JcUTZd2YaZaqoHHrguWWt9VnntKHDwJWXGevlF4LXfKTPW/5+9e49v46zzxf+RfI0Tx5KTNuQej9uGNqVNJLtcAt1tY1EotAutlLDssucAtURh9+yW01jNLlDg7CGV2253z1JaKWE5Z1noJhLpbvkBpVaastBAG0tJS1J6icdxmgspiSU7V1+i+f0x0URX6zaakezP+/XSK5Zm9HyfkZ7I8nzn+T5ERERERERUcdbMzfx49IolOHTt++SpaP/+Pa27RUVisoyIiIhIIztOlH9G2a3zgD9fBNTNxG955S6/qHc8IiIiIiIiqhjvaQZqslRk2Xvz3fIP2/8VGBvTtF9UnJl4GoWIiIhIcwdOy4sCl5swCzBWY/lENbwS0jbeqxrHIyIiIiIioooxqwa4NlspxrWfxEVjDXDqD8DPn9G6a1QEJsuIiIiINPD8KW3i7BrWJk7FkSTgwCvaxty/T45LREREREREM1K2UoxnzFfi4Hs+JN/54VZN+0TFYbKMiIiIqMyOXQDE89rEGjgHHL+gTayKcuY0MBLRNuZIBDh7RtuYREREREREVDFWNQP1WUsx2uUf9uyW19imisZkGREREVGZ7dWg/GIiLco9VpyJcX3ijrP2PBERERER0UzVYJQTZpn89gN3YLK2Tr7zw+9q2i8qHJNlRERERGU2pNGssrjDM3FmWV29PnHrG/SJS0RERERERBUhWynGc82teGP1rfKdp5+SK6JQxZqxybItW7Zg3rx5eneDiIiIpjlJAo5qnLw6cn4GLqU1pxloMWsbs8UMzJ6jbUwiIiIiIiKqKO+eDTRmybTsvflu+YezZ4BntmvaLyrMjE2WRaNRRKNRvbtBRERE09xYDDgX0zbmuZgcd0YxGIBVN2ob8/rVclwiIiIiIiKaseqMwHuylGLc/76PY7y+Ub7zb1tm4JWt1WPGJssGBgZgMpn07gYR5cFgMKC+vl65GXhikvLAcUPFKMe4mdTpe7BecXV1o1XbeDfI8fh5Q0RElBl/R1IxOG6oWBw7VAy1xk22UoxjTc34XceH5TtvHABCvymht1ROtXp3oFSjo6MYHh4u6DmiKGL79u38wCSqEvX19RAEQe9uUJXhuKFilGPc1Or0dUOvuLq6wwE88ai28fh5Q0RElBV/R1IxOG6oWBw7VAy1xs01s4HZNcDZi+nb9t5sx427n5Hv/GAr0PH+kuOR+qouWXbo0CG43W4Eg8GSyihKkgSzWeN1LYiIiGjGaTACTUZtSzE2GeW4M87KVUDnB4A9u8sf66a1wMrryh+HiIiIiIiIKl6NAbihGfh1hpTFa50fwYVZc9B4/gzw7H8Af/cQMP8KPbpJU6iq0yg7d+5Ee3s7AoEAIpEIJEkq+kZERESkBYMBWNyobcwls2bwUlqu+7SJ49QoDhEREREREVWFbKUYJxpm4cB7b5fvjI8DgX/VtF+Un6pJlo2MjMBmswGXZoURERERVYvls7SNt0zj5FxFueUjSnnEsrlzPXDLbeWNQURERERERFWlvQlorsm8LXyz/fKdH/4LcDFDvUbSVdWUYdy8eTMAoKWlBU6nEzabDYIgoLW1teC29uzZg/Xr15ehl0RERETpVjcDwVPaxbNkuZptxnjwYeDlXwEnjqvf9oKFwNd61W+XiIiIiIiIqprRAKyeC/wykr7tjTXrcHaOGbPPRICjh4H/6pMv9qSKUTXJsmAwiPb2dvT396OlpaWktrq6utDd3Y2tW7eq1j8iKp/x8XEcOXJEub9kyRLU19fr2ieqfBw3VIxyjJvzF4HnNEyUtTcBC2fyzDIAMM8Dvvc08KcfAUaKX+M2TYtZbtc8L+lhft4QERFlxt+RVAyOGyoWxw4VQ+1xY8mSLLtYV4/fvv8OvK/vUgnGf9vCZFmFqZoyjOFwGB6Pp+REWdz8+fMRjap48oSIykaSJIyPjys3lmKlfHDcUDHUHjeHzwOPDAKvnlatizndOi+PnWaClauA//l19dpbsBB46mdyuyn4eUNERJQZf0dSMThuqFgcO1QMtcfN8lmAuS7ztr033335zi/6gLcPlRSL1FU1yTJcmhGmFpPJhLa2NtXaIyIioulHkoALF4Ezk/K/+X5nliTgF8PA/zkEDE+Uu5eXWeYC183RLl5FkyTgP/9dnbbuXA/85NcZE2VEREREREREcQYDsCbL0ghv3fBHOG26Qr4jScBT/6Jp32hqVVOG0WQyqdped3c3uru7VW2TiIiIqt8pqQEH0Yw/YBaGh+pxPnZ5W5MRWNwoXylmmZu53OHZi8C/HwP2n9G022ipBe5aoG3Mivbyi0DoN6W1cdNawHkfcMttavWKiIiIiIiIprk1c4HnMyzHINXU4JW1n8AHf7JFfsD/r8Bf/x3Q0KB5Hyld1STLOjo60N/fj1tvvVXvrhAREdE0dOA0EDxZh0NImHkeS97nXAx465x8C54ChFnAuvmXZ3MdOg/86xEgMqlt35uMgHMpMLtqvtlp4PHe7Nvu+jPgxDFg/z5gJKGYfIsZuH41cIMVuMMBrLxOk64SERERERHR9LG4AbiiHvjDePq2vR+6+3KybPgU8Ox/AH+yQfM+UrqqOaXidDrh8XhUS5YNDg5i586duOeee1Rpj4iIiKrT2UlgxwkgPIqCK1SL5wHxbfmqsSvrgb6Tafm1NFfWA7dfATx9AhhRIanWUisnyhZlmOU2Y+19GXhxV+Zta28BHn5S/lmSgLNngPExoL4BmD1HrplBREREREREVKR4KcbnTqZvE69fi+i8RTCdOiY/8IOtTJZViKpZs8xut6OlpQVPP/20Ku0FAgG4XC5V2iIiIqLqdOwC8PBgPFFWvL2jwM/zSJR1tABfbgNunAtsbJNLOZbCcqkdJspSfOfh7Nu+1HP5Z4MBmNMMtM6X/2WijIiIiIiIiFSQbd0yANj3obsu3wn9Bnh9vyZ9oqlVTbIMAHw+HzZu3IhHH31UlfbUXgeNiIiIqsexC8DjQ+rM7sqlzgB8aiHw6YVAw6VvX7Nrgc8sBu5ZArQ3FdZeexPQvVR+PksvpnjtVeD5ZzNv63i/vA4ZEc1YPp8PVqsVZrNZuTkcDgSDwWnRh2AwCIfDgfb2dhgMBrS3txfddjn6WQmvPxEREZEW3tUALMqyFNnem+9OfuAHWzXpE02tqpJlJpMJBw8exEsvvYSrr74au3ZlKa+Th76+PlX7RkRERNXj7CTge1teg6zcFtQD97UB7zVlnri0qhn4y+VATxvQNQ+4Zra8BlmiJqP8eNc8eb+/XH55nTRK8cQj2bd9qYezx4hmqHA4DLPZDI/HA5fLhUgkgkgkglAoBEEQYLPZ4HA4EI1Gq7IP4XAY7e3tsNlsaG1thd/vRyQSgd/vV9p1u9269bMSXn8iIiIira3OMrvs8DUdOPmuhPXS/+PfgdMllryhklXNtcg7duxQfv7Upz4FAOjq6oLJZEJHRwdMJhNaW1tztjM8PAxRFBEKhWA2m8vaZyIiIqpMO1RaLyyX97YAd70LqM/j8qSFjcDHLpVTlCRgLAZMSkCtQZ6NxhxPHg6+DvzsPzJve48F+NA6rXtERBUgGAzCZrNBEASEQqGkCiOCIMDj8aC9vR0ulwvhcDhtn0rvg8/ng8vlgslkQigUgsViUbZZLBZYLBasX78ebW1tsNls6Orq0rSflfD6ExEREelhzVzgp3/IvG3vh+6GzX/pYs9zZ4H/3Ab8ebem/aNkVZMsu+eeezAyMpL0mCRJiEQiLNlAREREeTtwuvQ1yvLxR63AJxYU91yDAWisUbtHM8AT/yBnGjP50kZmHIlmoGg0CofDAQDw+/1ZkzBOpxOhUAg+nw/r1q1DKBSqij7EE2UAlFlaqQKBANxuN6LRKLxeb9ZkWTn6WQmvPxEREZFe5tcDyxqBwxfSt+29OSFZBgD/tgX4s3v4d6uOqqYMY2trKyRJSrrFpT6ez42IiIhmpudPaRPnSIYvw1RGQyLw4+2Zt61cBay7XeseEVEF6O7uRjQaVWZYTSVepjAcDiMQCFR8H8LhsJIo83q9GRNlALB582aIoqg8R8t+VsLrT0RERKSnNVlKMR5vux7Hl7378gNv/Q7o361Zvyhd1cwsS7wCzWKxQBCEvMoupoqXYZzqjwQiqiw1NTWYP39+0n2iXDhuKJNjFwDxvDaxBs4Bxy/I5RVJA97HgIsXM2+7937AWL5rxPh5Q1SZotGoknSZqvRgnCAIEAQBoihi8+bNsNvtFd2H+IwtQRDgdDrz6k+2hFo5+lkJrz/pj78jqRgcN1Qsjh0qRrnHzeq5wH++k3nbvg/djYU/+N+XH/i3rUDnWlXjU/6qJlkmCAL27t0Lj8eD+++/v+T2bDYbE2ZEVaK2tjbplxZRPjhuKJO9Gq+XGx69vA4ZldGxI8COH2TetqIduP2TZQ3PzxuiyuTz+ZSfOzs783pOPFkTDochimLW5JLeffD5fMpssfjssmz8fj88Hg+QMHtLi35WwutP+uPvSCoGxw0Vi2OHilHucWOqA4RZmS/c3XuzHR/5wf+GUnjx5/8JnHwHmH9l2fpD2VVVGUZcqmWuhg9/+MOqtENERETVY0ijWWVxmeqSUxls+SdgYiLztnvvB3hFKdGMtG3bNuXnbGtlpUpMzqixNna5+hBPfgHIOQNLEAR4vd4pSzWWo5+V8PoTERERVYJspRj/sPgqHGm/8fIDExPA9v+nWb8oWdUky1paWgAAc+dmGVlFiEajqrVFRERElU2SgKMaJ6+OnJfjUhn94QSw7f9m3rZ4GfAnG7TuERFViMRKIvmW8E9M6oRCoYrsQzAYVGaVmUwmVWZflaOflfD6ExEREVWCG+fi8uyxFHtvTrnw6anvZV9igMqqapJlX/jCF/Dkk0+q1p7dble1PSIiIqpsYzHgXEzbmOdiclwqo+/+MzCWJQv6hS8DdXVa94iIKkA8mRSXb0Jp3rx5ys/9/f0V2Ye+vj7l546OjpL6iDL1sxJefyIiIqJK0VwLXD0787Z9H7oLSdfYHnsbeOHnGvWMElVNsqytrQ3d3d1FPXd0dFS5qdEeEWkrFothbGxMucViPPNMuXHcUKpJnWZ46RV3RoicAn743czbFiwE7v4zTbrBzxuiylNsFZHEmU2lViIpVx8SyxMm7tvb2wur1QqDwQCz2Qyr1Yre3l5d+lkJrz9VBv6OpGJw3FCxOHaoGFqNG0uWgnmRK5dh6N03JT/4b1vL0geaWq3eHdCCyWSCwWCAJEkwGAwwmUxwuVz41re+pXfXiCgPExMTGBwcVO63tbWhoaFB1z5R5eO4oVS12WoeTNO4M8L/exI4eybztu6/BhoaNekGP2+Ipqfh4WG9u5CxD5nKG1qtVnR1dcHv90MQBESjUWzfvh0ulwubN2/Gli1bcq5tpnY/K6XN3/3udxgfH8+5n8FgQN2l2chXXHEFrrzySgDA+Pg4pAJqKtfU1KC2NvlUSywWw0S2tTWzqKurg9GYfH3z5OQkLhZQlslgMKC+vj7tcS2PaWxsDIcPH1baEQQh6XdkNR5TounyPiWqhGOKjxuj0Qij0Zj03apajyluOr1PcZV0TOPj4zh69KhyPz52qvmYpuP7VGnHFIvFMDQ0pNxva2tDTU2N6sd0TT1Qg3pczFCQMXzz3Vjx+suXH/hlEBgSgeVC1b5P77zzDk6ePAmj0ZjxfZqcnEx7zsDAQN79K4cZkSxLzQaLooje3l50dnZiz549uvWLiIiItNNgBJqM2pZibDLKcakMTo/IybJMWucDG/671j0iogqSmmhJnLGUr1JnNpWjD6n3TSYTHA4HNmzYgJ6enqTHnU4nOjo6YLVa4XA44PV64XQ6NelnJbz+cQ6Ho+DnPPjgg/j6178OADhy5Eheyba4+fPnY/78+UmPpV5UkY9MF15Eo1GcPHky7zbq6+szlsDU8pgmJyeV9zLTOKjGY0o0Xd6nRJVwTPFx09TUhKampqRt1XpMcdPpfYqrpGNKTQ7EVfMxTcf3qdKOadGiRWmPleuYlmAxhtCctt++D96FT2zdBGM8jyFJwFP/Ajzw91X7Pn3729/G448/nne8SjAjT98IgoAnn3wSkUgEjz76qN7dISIiIg0YDMBibSYaKZbMkuNSGfzbFmA0y4nUz/8l0JSlIDwRzQiVUMKvHH1IXQssPsssMVGWyGKxKAkyl8uVNCutnP2shNefiIiIqNK043TGx0+3vgsDq9YmPxj4fvb1uaksZmSyLG54eBjPPfec3t0gIiIijSyfpW28ZRon52aMc2eBf/l25m1zTcCfcV1aIpqeUmdsBYNBbNq0acrnJM6sKmaWFRERERGpYznOoAaZy93svTmlZHZkGPjp09p0jIDpUIZxdHQ07eq6qQwPD0MURXg8HoyMjGScSkhERETT05q5QPCUdvGyLeBLJfr37wHDWd7I//YFoJkvPNFMV0zZv2roQ3yNssQYFotlyud0dXUpP4uiiGAwmPRYOfpZCa9/nN/vR3t7e879Utcsi1uyZEnB66ekqqurQ1tbW95txJ+TymQyobk5vXRTNoYs09u1PKaxsbEp26nGY0p9TioeU+nHFB83mUrqVesxxU2n9ymuko4pdc2yuGo+pun4PlXaMaUu4YQyH9N1JyT89mz6vq+s/QTufvJ/ouZiwlpeP9iKuj/ZUJXvk9vtxuc///mC1yzT8+KuqkyWjY6Owu12w+fzFd2GJEkwGAy8so6IiGgGWdQICLMA8Xz5Y7U3AQs5s0x9YxeALf+UedvsOXKyjIhmvNSkUjQaLTiBU2rCpxx9SL3f0dGRVzuCICgXmfr9/qRkWTn6WQmvf9y1116LVatWFf38TAvbF8poNKatG1KM2tratJNNxdD6mKbqc7Ue01R4TNkVckzZ4lXzMWXDY8qOx5QdjymzYo4p8cKOuHIek9WEjMmyc3Nb8ebqW3BtqO/yg3tfhvH1/Wi49j3AmdPAxDhQVw/MaS54zQet36elS5di6dKlZWm7XKouWbZv3z6sW7cO0Wi0oExzJg899BBuvfVW1fpGRERElS0mAQ3pF5+Vxa3ztIkz4wT+DXjn95m3/dk9gJkvPBGpk2hJTfhUQh9S7xdTKSUYDCbdL0c/K+H1JyIiIqpE184BGozAWIZqjOGb7cnJMgC4xw5cuACMRC4/1mIGVt0I3GgF7lgPrLyu/B2fAapqzbLBwUFYLJaSEmVmsxm9vb0YGBjAxo0bVe8jERERVaaYBAR+D/zuTPljWeYC180pf5wZZ2IC8D6WeVtDI/D5v9K6R0RUoVITLalrfWUTjUaVn9WeWaZGH3LdzyZxv9R+lKOflfD6ExEREVWieiNwfZbzBb99/8cxUZcyM+7E8eREGSDf3/0C8MSjwO3vBT51G7Dr5+Xr9AxRVcmyeMlESZLgdDrh9/sxMDCAWCyGWCwGQRCUn1NvAwMD8Pv9sFqt6Ovry1j3mIiIiKanmARsPw78OprHziVqqQXuWlD+ODPSf24Djh7OvO1TnwXmX6l1j4ioQqUmWhKTMFMZGBhQfi51fety9SFxjbJ825xKOfpZCa8/ERERUaVak2WZ7bGmufhdx4cLb3DPbnkG2n2fByIaLtQ+zVRNxmjnzp0Ih8OwWq0YGBjAk08+ibvvvjtpcTuTyYRDhw5lfH5bWxvuvvtuPPfcc9i4cSO6urowNDSk4RFQseK19cu1PxERTW8xCdh2HHhppPyxmoyAcykwu+oKXVeBixeBJx7JvK2uDuj+a617REQVLjGplO/MpsT9Ojs7K7IPieuUFTNjK1cCTq1+VsLrT0RERFSJVs6Rzx9ksvdDdxff8DPbgY+9H3jjQPFtzGBVkyzz+/0wm83YuXNnUoIsUWtra16Jkq6uLjzxxBNJixrryefzwWq1wmw2KzeHw5FWS75cotEoent7lT4YDIaS+yCKItxuN2w2m9Km1WqFw+FAIBAoqC2HwwGDwQCbzQafz4dwOJz0x54oiggEAnC5XEq/iYiIcClR9sNjwMsaJMpaaoEvLQcWNZY/1oz006eBQwOZt93958DCxVr3iIgqXOLfe/leUJe4n91ur8g+JP69U8yFgonJtnL2sxJefyIiIqJKVGsAbsgyu+zATR/FWOPs4hs/cRz4048yYVaEqkmWBYNBeDwezJ2bZRRdmlnW19eXdXuirq4urFmzBlu3blWxl4UJh8Mwm83weDxwuVyIRCKIRCIIhUIQBAE2mw0Oh0OV0hrZBAIBtLW1we12Y8OGDQiFQohEIti5cyei0ShsNhtsNltBbbpcLlitVgCAx+PB4OAgIpEINm3ahGAwCIfDgfb29oITccFgUGk7noAzGAxob2+Hw+GAz+cDLiVWiYiILkrAD44BodHs+9QagL9YJK8xVgrLXGBjGxNlZROLAd95OPO2mhrAdZ/WPSKiKrBp0ybl51AolNdzwuEwcGn2lRplAMvRh66uLqXMYT5JqGg0mrRfposLy9HPSnj9iYiIiCpVtlKME41NOHDTR0trfCQCfPaTLMlYoKpJlomimHMmWGdnZ0EJmE2bNumWWAkGg7BarWhtbUUoFILT6VS2CYIAj8cDr9eLQCAAq9ValoSZ2+1WknGhUAg9PT0QBAEmkwkWiwV9fX1wOp1KX/Nhs9kgiiIGBwfh8XhgsVhgMplgMplgt9sxODgIk8kEURRhs9lUnT3X1dWFwcFB/lE1DdXV1aGtrU251dXV6d0lqgIcNzPbRQn4/lEgPEWirM4A3LMEWNMCfGax/LMwSyooTnsT0L1Ufj5LL5ZR8CfAm69l3nbHemBZ5qoDWuHnDVFlMplMyt+Q27dvz7l/4t8mbrc75/6BQEBJ7mjdh3giKhqN5uxDf3+/8rPFYsn4d3U5+lnu15+qA39HUjE4bqhYHDtUDL3GzVVNQPO5zGVwSirFGHfiOPDNntLbmUGqJllmMpmwYsWKKfdZt24dwuFw3muRrVmzJukPB61Eo1Hlaj6/35+2+HGc0+mE0+mEKIpYt26dqn3w+Xzo7e0FAHi93qR68om8Xi9MJhPC4TBcLteUbfb29kIUxSmPyWQywePxKPfjybVSxBN7fX19WeNSdTMajWhoaFBuRmPVfHSRjjhuphdJAi5cBM5Myv9KU+S0JiXgX48Cr5zOvk+dQU5yrZxz+bFVzcBfrTCgpw3omgdcMzu9hniTUX68ax7Q0wb85XLgujlpzZOaJAl4PMusMoMBuPfLWvcoDT9viCpX/O+ZaDSasxy81+sFLv19kXgxY6poNKpUt7BarcrfVVr2IX6hIwBs3rw5rzYBYMuWLZr2sxxtUnXh70gqBscNFYtjh4qh17gxvvAsbnz+3zNu+12HDednt5Qe5JntwK5nS29nhqiaTwxBEHDo0KEp97FYLJAkKe+r0EZGRspa4jCb7u5uRKNRWCyWrEmquPixhMPhgtf6yiYajSqJL5PJlPMPkfhVi/H1wrLZvHkzRFGE2Wye8g/G1CsZE5Nn2Xg8HgwMDMDv98Pr9cLr9cLv9ytlKytl/TkiIlLPsQvAT94BvjMEfOVNYNObwFffkv/9ypvy4z95Bzh+4fJzJiXg/x0BXp0iUVZvAJxLgauzlABf2Ah87Erg3mXA318DbL4G+F9Xy//+/TXy4x+7Ut6PNPBfQWD/3szbPvoJ4Kp3a90jIqoigiAoCSKHw5H1Qj2fz4dAIACTyZSz+kgwGExqJ1eyqhx9AKBcLBgIBLL+/dXb26v8Hen3+6f8+7Mc/SzXsRMRERFVPe9jWPNfP8q46WJdA377vo+rE8f3j+q0MwNUTbKso6Mjr5J9d999N/x+P3bt2pVz32AwqHnJvsQr6vJJ8CTWas/1R1i+EpOJ+fQhcZ/EqxITRaPRpMTjVAnL1Nc839l9giDAbrcrM+7sdjtnkhERTUMHTgP/fAh4eBAIngLeOgeciyXvcy4mPx48BfQOyvv/dhT4v0eA/Weyt11vAJzLgKvyXCvXYAAaa4A5tfK/BkNpx0YFkiTg21NcVPPFjVr2hoiqlN1uVxJLVqtVWesYCRcSulyuvMu6p/4Nks/flGr3IR43vt612+2GzWZDIBCAKIrKWtFut1vZz26369LPcrRJREREVNXeOADs2Y0Vv/sNTH84knGXvTerUIoRAF5+EXgjy7IGlKRqkmVOpzNpBtKhQ4ewYcMGbNiwAfv27VMe/8IXvgBJktDV1YVXXnllyja7u7s1/yKe+IdBZ2dnXs+J9zEcDpdcshAp9eLz/SMsLrH/iUpJWrW2thb9XCIimj7OTsrrjG09AojnC3uueB74l6PAgSkSZQ1GwLVMXmeMqsRLvwLCL2Xetu6jwLXv0bpHRFSl4omY+NrQZrMZZrMZbW1tGB4eLqise1dXF3p65PUfBEHIeyaUmn2IEwQBAwMDykWN3d3dSonIaDQKv9+PgYGBnBVNyt3PcrRJREREVLV+LH9/NEoSVv9yR8Zd3lx9C87Mna9qPJpa1SxFb7FYsGbNGvzt3/4tvvWtb8Fut2Pv3r2QJAk7d+7EyZMngUvrlq1ZswZ79+6FxWKB2+3GAw88gLlz5ypt7du3Dw6HAyMjI7DZbJoex7Zt25Sf8/1DIDFZFQwGS6rfLopiwaUnU/sZDAYzzkjzer3KjLKpauGnJvwK+cONZqbJycmkcWsymVBbWzUfX6QTjpvqcuwC4HsbGJksT/uNlxJlK2ZNvR/HTYV5fIp1gCpoVhnHDVF1iJegV2M9LI/Hk1c5+XL2IZHabZajn+U6dqps/B1JxeC4oWJx7FAxdBk3r4SUH9f8VwAv3PU/0naJ1dTilbV3Yu3P/qX0eK+G8tiJqurTYsuWLbBarYhEIgiHwzBcqoUUiUSS9vP7/bjqqquAhD9iTCYTBEFQkkWSJMFgMGj+RT1xza98Z1QlJqtCodIGdmqibN68eQW3EQ6HMybL8v3DJ7WcZnz9NKJsLl68qCTEAaC5uZlfdignjpvqcewC8PhQeqlFtcwyAl9YBizLkSgDx01l2fsysPuFzNs+eCuwOr8Z+lrguCEiIsqMvyOpGBw3VCyOHSqG5uNGkoADlyviLT24F/OPDeDkova0XffebFcnWbZ/nxyXa0tMqWrKMAJAS0sLDh48qAxeSZKADOtuCYKA7du3K9slSVISbJFIREmU9fT0JM04K7fUGVX5loBMTGjlu76X2hITdnv27CmprcR1zzweD2vSExHNYGcn5RllZUuUGYB780yUkY4kCTg9CgyflP+VJOA7D2ff/0uVM6uMiIiIiIiIKG9nTgMjlyf/GACs+a8fZdxVXLUW0XkLS485EgHOTrFuBQHVliyLi9dd9/v96Ovrw89//vO0fex2O5577rmkZFg8eRbfvnnzZs36jAyzuvKVmKgqto1MbQHAqVOn8npeYtxS1k3r7e1VZtd5PB6l1n++4gtVx2vcm83mtEWiiYioeuw4Ub7SiwCwoglYykRZZXrjAPDI14HP3AFYlwOrFwOdbfK/qxcDzz+b+XmdHwBu+qDWvSUiIiIiIiIq3cR42kNrfhnIuKtkNOKVtZ9UJ+74mDrtTGNVOw+1ra0NbW1tU+7T1dWFSCQCn8+HYDAIURTR2toKh8OB7u5uzfqqpuHh4ZKeLwgCTCZTSUm3Qp8bjUbR398Pr9eLQCAAi8UCj8eTsZRjNqdOnVLWl3O73diyZYtyHJs3b4bL5YLb7Ybf7y+o3Xz97ne/w/h4+gdZKoPBgLq6OgDAFVdcgSuvvBIAMD4+npSszaWmpiZtum8sFsPExERB/a6rq4PRmJwTn5ycxMWLF/Nuw2AwoL6+Pu1xLY9pbGwMk5OTSjupqvGYEk2X9ylRJRxTfNwYjca0vlTrMcVNl/fp9XNGhEfrCuhx4X53FvjtyEVc05hfRm5sbAwXL17M+FkzU9+nRGock/EXz6H2u9+GoX939p3OnM66abz7byCNjVXUMY2NjSmVCxJV8/uEChl777zzDk6ePAmj0ZjxmOLfDxINDAzk3T8iIiIiIiJN1aX/fbRw6Hd419Br+P3y69K27b3Zjj965julx61vKL2Naa5qk2WFqJRFhFMTXamzvPJR6swyAFi/fr0yEytxDbVsUvfJN2HX3t6eNgvN6XQqa8gVore3F16vN+19NJlM8Hg8aG9vh8vlgs1mQ19fn+oJM4fDUfBzHnzwQXz9618HABw5ciSvZFvc/PnzMX/+/KTHJiYmMDg4WFAf2tra0NCQ/EEYjUaT6vDmUl9fn7FUppbHlLjQZqaxU43HlGi6vE+JKuGY4uOmqakJTU1NSduq9Zjipsv79Ky0DEB5k2UAEPxDDHWT+b02k5OTOH36NMxmc9q2mfo+JSrlmIyjUSx48hG0/CK9IkC+Jpvn4tAcE2KDgxVxTEq/LiVsUpM51fg+JaqEsfftb38bjz/+eN7xiIiIiIiIKtqcZqDFnFSKEQDW/FcAP/vM19J2H3p3J04uWI45o8OYrKtH7cQ4Gs6fRkGrj7WYgdlzSu/7NFeVZRirlRqJLjW43W7l52AwmHP/xDXGCjEwMABJkpQ14/x+P7Zv3w6z2QyHw5H36yEIAvx+/5QJT6fTqZyIKSaxRURE2jolNeD3aMpjz9IdnqjDsJR+5RZpp2HwLbT95adLSpQBQO3pUbT91Z+h4dBB1fpGREREREREpBmDAVh1Y9rDa365I+tTer/zMjb5j+GrPzyETf5j+MpTQ/jO3z+Dn/zFgzi+/NrcMa9fLcelKTFZNgMJgpC0VliuhFkwGMx4RXAhTCYT7HY7QqEQTCYTAoEA2tra8prZ5vf7Ybfbc+4X3ycajSYlBImIqPIcRLPG8ebmsReVQ8PgW1j2wBdQd+oPqrRXd+oPWOZ2oW7wLVXaIyIiIiIiItLUjda0h644NoAlb2U+Vz7RkHyx8bnmVry1+hYE19+P3sdfxj8/9Cxe6/hw9ng3pMejdNOmDOOhQ4cQjUZhMpmwYsWKjNszPa6lYsoulovH40E4HEYwGITL5cq6toPNZoPH48HmzZuVx0pJnAmCgC1btigzy6xWK0KhECwWS9FtJva1t7cXuFS2cdOmTaq95n6/H+3t7Tn3S12zLG7JkiUFrzWSqq6uLuc6fZmek8pkMqG5Of+T1Knrr8RpeUxjY5cXoMzUTjUeU+pzUvGYSj+m+LhJXW8HVXxMcdPhfdp5vA44n3eYkp2e1Yq2hbmPa2xsDG+//XbGbTPxfUpV8DFFh1H/2S/DcGY07xh59ePMKJZ85S8By28A87ykbXq8T2NjYzh69Gja41XzPmVRCWPP7Xbj85//fMFrlrHSABERERERVaw7HMATjyY9dLa5FZIx/W+5fIjXr4V4/VpYXtiGu7w9mH06ZRmlO/j3UT6qNlk2OjoKn8+Hbdu2Jc1OMpvNGddRcDqd2LlzJ9xuN771rW9p3FtZa2tr0v14cq8Qaibc+vr64Ha70dvbi/b2dni9XmWtr3A4DLfbDYvFArvdnjRTK/U4CmW322EymZQyjA6HQ5WF2FOTeMFgMK8Zafm49tprsWrVqqKfn2lh+0IZjca0dUOKUVtbm3ayqRhaH9NUfa7WY5oKjym7Qo4pW7xqPqZsqumYJAk4NpZ1c1kcGzOivr4hr6oDmRINmIHvU76mPKbNfwe88/uSY2RieOf3wDd7gMe+m/S4Xu9TpqRQ1bxPBdD6mJYuXYqlS5eWpW0iIiIiIiJdrFwFdH4A2LMbAHBsxSr4vrEDI/MWldRs+I83YOA9H4Lza5/EoqHX5AdvWgusvE6NXk97VVmG8eGHH4bZbIbb7UY4HFbWxYqvjZXJc889hz179uC5557D1VdfjaGhIc37rUaiq9REVSqPx4OBgQHY7Xa4XC6YzWbltXW73fB4PACA4eHL2ehSSzICwPr165WfRVGEz+cruc3U12bPnj0lt0lEROobiwHnYtrGPBeT45KGdj0L/Nhf3hjPbJfjEBEREREREVUT133ApUTZ45t/WnKiLG5k3iI8/tDPcGz5pQSZ8z5V2p0Jqi5Zdu+99+KBBx5ISpDhUiIqVxLHYrGgv78fd911FywWi+YJs9RkTmICairxGVgoUylHQRCUpFkkEkEkEkFfX58yyyy1DzabreSYqSUN+/r60vYJh8Nob2+H2WwuKpmW2GciIqock/lXk5sWcWcs72PaxPH9ozZxiIiIiIiIiNRyy0dw1v7f4fvGDpxrVneCzLnmVvi++TTOOj4L3HKbqm1PZ1WVLHvkkUfg9XohSRIEQUBPTw/6+voQiUQwPDyMgwcP5tWOx+NRZlJpKTXRlW8yJ7FEoRqzugolimLS/cQkWlw4HIbNZoPNZkMwGMzZZuprkVhKM667uxuiKCIajcLlchWc/KqkNeKoNAaDAfX19cot2/onRIk4bipXrU5vRT5xOW5U8sYBpZxE2b38IvDGa9rEyoLjhoiIKDP+jqRicNxQsTh2qBh6jpsdX3hEtRllqUbmLcIO18NlaXu6qpo1ywYHB9HT0wMACAQCuOuuu0pqz+v1orW1Fbt27cItt9yiUi9zs1gsSmIo35llift1dnaWrW/ZJCayLBZLxiTUunXrlGRWMBjEwMDAlIm9fGbZpSbpckltI3X2GlWv+vp6XRLFVN04bipXgxFoMmpbirHJKMfNheNGJeUuv5gp3soHtY2ZgOOGiIgoM/6OpGJw3FCxOHaoGHqNmwOngfCF0teVnkr4QgMsp4FVzWUNM21UzcyyQCAAXEqglJooi3vggQfw5JNPqtJWvhJnZeWbDErcz263l6VfU0kskbhp06a07eFwOG3WV6aZYolSE1uZPpASH/N4PDlniqW+nonrohERUeUwGIDFjdrGXDJLjksaeSWkbbxXNY5HREREREREVILnT2kTZ1d+83WompJl27ZtQ29vL1asWKFamzabLWdSR22JyaZQKL8TO/E+CoKgWpbb7XbDbDbDZrPlLG+4fft2JX6mZF2mJJbFYpmyzdRj37BhQ9o+XV1dsNvtkCRJmVU4lcSkXldXF8swEhFVsOWztI23TOPk3IwmScCBV7SNuX+fHJeIiIiIiIiowh27AIjntYk1cA44fkGbWNWuapJlg4ODqs+qMplMBZf6UyNmfHZZPAk1lcT1v9xud879A4FAzgSgKIro7e1FNBpFMBjE5s2bs+7r8/mUZJrfn7mkUmISr6urC319fTmTeqnrmjmdzrR9XC4XAoFA3muVxWcf4tJMNCIiqlxr5mobz6JxvBntzGlgJKJtzJEIcPaMtjGJiIiIiIiIirB3VNt4YY3jVauqSZZFIhFVZ5UByDsJozav1wuTyYRoNJqU4Mm2Ly7N1MqUUIqLRqNob2+Hw+GA1WpFb29v1n1T1wubN29e1jbjCbqenp4pZ4vFk1Nutzup1GQmwWAwKUkZfz1SCYKAnp4erFu3bsr2cCmpF28zV1+JiEh/ixoBQaPZZe1NwELOLNPOxLg+ccfH9IlLREREREREVIAhjWaVxR3mzLK8VE2yTBAEHDp0SNU2g8GgLov3CYKALVu2AAAcDkfW2W0+nw+BQAAmkynrrK641ATUVLPFTCYTBEGAyWSC0+nMWOIwGo3CarUiGo2ip6cn50wtu92Onp4e2Gy2KRN1oijC5XIp93t6eqZMAsbjTlUuMhAIKG06nU7OKpuGxsfHIYqichsf1+lELFUVjpvK90GzNnFuzXxNSEYcNyqoq9cnbn15F0aeCscNERFRZvwdScXguKFicexQMbQeN5IEHNU4eXXkPFcuyEdVJct8Pp+qbXq93pyzoMrFbrejr68PJpMJVqs16dii0ShcLhdcLhe6urowODiYM6mXOjMr1/6J63vFSzeKoohAIKCsZzY8PAy/35938snj8cDv98Pr9cJsNsPtdiMYDCIcDiMcDqO3txft7e0QRREWiwWhUCivtkOhEARBUNqM9zcYDMLhcMDhcMBkMsHr9Soz8Wh6kSQJ4+Pjyk3ipzvlgeOmsp2/CPxCg0VmLXOB6+bkvz/HjQrmNAMtGmVC41rMwOwC3miVcdwQERFlxt+RVAyOGyoWxw4VQ+txMxYDzsXKGiLNuZgcl6ZWNckyu90Oj8eDoaEhVdp74IEHMDg4CIfDoUp7xYgnwjwej5JgMpvNaGtrw/DwMPr6+pSEWj5txWeICYKQcyaaIAiIRCJob2/H5s2bsW7dOrS3t6O7uxvhcBherxeRSKTgdeLsdjsGBgawZcsWpYzjunXrYLVasXnzZtjtdvj9foRCoYJKJXq9XvT19UEURXR3d8NqtSqz8jweDwYHB6ecoUZERJXjwkXA+zYwVOYrqVpqgbsWlDcGZWAwAKtu1Dbm9avluEREREREREQVbFKnHK5ecatJrd4dyNeGDRvgdrthtVqxc+dO3Hhj8SdhHnjgATz88MOwWCy49dZbVe1noeKlENVI9Hg8noJLEPb09GQsw1gqu91ecKItl66uLt1mAhIRkTouXASefLv89bmbjIBzKTC7ar7pTDM3WoHdL2gX7wardrGIiIiIiIiIilSr03WeesWtJlUzs6ylpQUejwfDw8OwWCz44he/WPAaZs8//zw6Ozvx8MMPA4CybhgRERGVnzKjrMyJspZa4EvLgUWN5Y1DU7hD45n7WscjIiIiIiIiKkKDUb7AV0tNRjkuTa2qrrd2Op3o6+vDj370I2V9KpPJhK6uLgiCgPb2dgDArl27IEkSRFFENBrFnj17EAwGEY1GgUt1SHt7e7F69Wqdj4iIiGhmiCfKDk2RKGupAZbOAvafKT6OZa5cepEzynS2chXQ+QFgz+7yx7ppLbDyuvLHISIiIiIiIiqRwQAsbgTeOqddzCWzuHJBPqruVJLf74fD4cCPfvQjAEAkEkEgEFC2S5KUsVRf4sJ8vb29uP/++zXqMRER0cyWT6LMfGk22Lx64MBpYNcwMFDAF8f2JuDWecB1c1TpMqnBdZ82yTLnfeWPQURERERERKSS5bO0TZYtY+WdvFRdsgyXEmaBQABOpxPRaBSSJMFgMCT9G2dISJmaTCb4/X6sW7dOp54TERHNLBcuAr4ciTJTLfDFS4kyAFjVLN+OXwDCo8DhC8CR88C52OXnNBnlK6OWNcqzyRbyi1/lueUjcnnEH/vLF+PO9cAtt5WvfSIiIiIiIiKVrZkLBE9pF88yV7tY1awqk2UAYLfbYbfb0dvbC5/PB1EUgZQZZPH7giDA5XJh48aNOvWWiIhoepAkYCwGTEry4rANxuxT+eOJssEcibIvLQfm16dvW9gIfKyx8LhUQf5kQ/mSZQsWAl/rLU/bRERERERERGWyqBEQZgFimdd0x6VKPLzAOD9VmyyL6+npQU9PD0ZGRhAMBjE8PIxoNAqTyYTW1lZYLBa0tbXp3U0iIqKqdewCsHcUGDoPHL2QPsNrcaNcQiBxhtdYrLREWSqDAWisUeFgSDuRU8BX/ro8bbeYge89DZjnlad9IiIiIiIiojK6dR4gHtEmDuWn6pNlcS0tLbj77rv17gYREdG0ceA08Pypqa90OheT62y/dU4uISDMAm5uBf5rWL1EGVUhSQJ6vgD8/qj6bS9YKCfKVq5Sv20iIiIiIiIiDaxqli86Do+WL4ZlLtd2L8S0SZYRERGROs5OAjtOFPeFTTwPiDnyIy2X1ihjomwa++4/A88/q367d66XSy9yRhkRERERERFVubsWAAPngJFJ9dtuqZXbp/wxWUZEFa+mpgbz589Puk+UC8dNcY5dkMsnluOLGi59WfvScuCKCk2UcdyoYO/LwMMPZt/+wXXA+AXg5Rfzb/OmtYDzPuCW21Tpoto4boiIiDLj70gqBscNFYtjh4qh57iZXQs4lwKPDyUveVGqJqME51IDZjP7UxDdXq6tW7eio6MDq1ev1iX+3r17EQqFcM899+gSn4jyV1tbm/RLiygfHDeFO3ZB/S9oiSo9UQaOm9JFh4G//iwwmSXbes11wJM/BGY1AW+8BvzYD7waAvbvA0Yil/drMQPXrwZusAJ3OICV12l2CMXguCEiIsqMvyOpGBw3VCyOHSqG3uNmUaN8rkStC5dbTh2Dc+EEFjUuV6N7M4puyTKn04ne3l7dkmXBYBAPPPAAk2VERESXSi/63i5foqy5pvITZVQiSQLc9wJHD2fePqsJ+Of/J/8LyAmwlQ9efu7ZM8D4GFDfAMyeAxgM2vWdiIiIiIiISCeLGoGNbcUviRFneWEb7vL2YLb7QaD9c2p2cUbgRDwiIiLCjhPlK70IAEtnMVE27f3f7wDBn2bf/s3HgKvenXmbwQDMaQbQXLbuEREREREREVWq2bXAZxYDlrnArmF5LbN8CftfxLrAP+C6/ufkB15+EfhTJssKpWuybGBgQLfYp06dgslk0i0+ERFRpThwurQrl/Lx2hk5zirmQqanV0OA56vZt9/9Z8Bdn9ayR0RERERERERVZ1WzfDt+QT5Xc/gCcOT81JWAPrHFjaUDr1x+4KVfyhVcWLGlILomy4LBoG6xA4GAbrGJqDCxWAwTExPK/bq6OhiNRl37RJWP4yZ/z5/SJs6u4cpPlnHcFGE0CvzVfwMSXrckV78b+PqjWvdKUxw3REREmfF3JBWD44aKxbFDxajUcbOwEfhYo/yzJAFnLwJffwu4mGHfw9d0JCfLThwHDg0AbVdp1t/pQNdkmSiKmDdvHjo6OjSN29/fj0gkArPZrGlcIirOxMQEBgcHlfttbW1oaGjQtU9U+Thu8nPsAiCe1ybWwDn5yqiFjdrEKwbHTYEkCXjgS8CRoczbG2cB/+dfgabZWvdMUxw3REQkSRJisRgkSdK7KxVlfHwcQ0OXvycsX74c9fWszU1T47jRnsFggNFohKHKZ6HwezkVoxrGjcEAzKmVl7g4lOEczqF334S1P/tu8oMv/ZLJsgLpvmZZJBLRfIYZv7wSERHJ9pa5/GKq8OjlK6NoGvi+D/j5M9m3f/0R4JprtewRERGRJi5evIizZ8/i9OnTOHv2LC5ezHSdN8ViMYyPjyv3BwcHK+JqfapsHDf6qa+vR3NzM5qbm9HY2Fj1yTOi6WZ5lmTZ0MrO9AdffhH41Gc16dd0oXuyTI8PXYPBwIQZERERgCGNZpXFHb6gbTwqo/37gM1/m337Jz4F2D+jZY+IiIjK7uLFizh+/DhOnz6td1eIiFQ3Pj6OU6dO4dSpU6irq8OiRYvQ1NSkd7eI6JLlszI//oclV+PsHDNmn4lcfpDrlhVM98syJEnS5UZERDTTSRJwVOPk1ZHzclyqcqdH5XXKEq74TSJcDXzzMX4pJyKiaWViYgJDQ0NMlBXAYDCgvr5euXGWCuWD46YyTExM4PDhwzh37pzeXSGiS1ZkSZYBwOFrrMkP/P4YMCSWvU/TiW7Jso0bN6KlpQUulwuiKCIWi2l2O3jwIEwmk16HTkREVBHGYsC5mLYxz8XkuFTFJAn4278CDmf50t3QCPzzvwKz52jdMyIiorIZGxvDoUOHMDY2pndXiIg0I0kSE2ZEFcRUCzTXZN42tLIj/cGXf1X2Pk0nupVh9Hg88Hg82LJlC+x2OwwGA77whS9g/fr1aG5uLmtsQRDgcDgQCATKGoeIiKiSTeo0w0uvuKSSp/4F+OmO7Nu/6gHefb2WPSIiIiq7EydOYHJyMukxg8GApqYmNDc3Y9asWaipqeEMmBSpa0/V19dz7SnKieNGe5IkYWJiAmfOnMHo6CgmJiaSth07dgzt7e38jCPSmcEgzy777Zn0bRnXLXvpV8D6/6ZJ36YD3dcs6+7uRnd3NwYHB+H1erF8+XLYbDa4XC7ceuutZYt71VVXla1tIiKialCr0985esWlPEgScOY0MDEO1NUDc5qTSym+9irwv9zZn/9xOxcQJiKiaWdiYgJnz55Neqy+vh5Lly5FfX29bv2qBrFYDBcvXlTu19bWMulBOXHc6KOurg5NTU244oorcPTo0aSSsxMTExgbG0NjY6OufSQied2yTMmywys7IAFIOuXyG65bVoiK+U3T1taGhx56CMPDw1i/fj0eeughXH311XjkkUcwOjpalpjRaLQs7RIREVWDBiPQpPE3gSajHJcqyBsHgEe+DnzmDsC6HFi9GOhsk/+1Lpcff+TrwN49wF/9BTCepfzUinbg7/+JX8KJiGjaGRkZSbpvNBqxfPlyJsqIaFoyGAxYvHgx6urqkh4v1/lZIirM8izrlp1rbsUfFqVMEPr9UeDwoCb9mg4q8nTV3Xffjeeeew79/f2QJAkWiwW33XYbduyYouRPgQRBwLp161Rrj4iISEuSBFy4CJyZlP+ViihtaDAAizW+MHDJLOZSKsauZ4FP3Qbc/j7giUeB3S8AI5HkfUYi8uNPPArYbwUODWRuq75BXqesea4mXSciItJSarJs7ty5qK3VvVAPEVHZGAwGzJ2b/N0+caYZEeln6ayU2WMJht6doRQj1y3LW0Umy+JaWlqwceNGHDx4EA899BCee+45zJs3D/feey/27dtXUtvxhBwREVG1OHYB+Mk7wHeGgK+8CWx6E/jqW/K/X3lTfvwn7wDHL+Tf5uwsC8OWyzJW7dBf5BTwN58D7nEAe3ar0+ZXHgKuu0GdtoiIiCqIJElJayfhUrKMiGi6mzNnTtL98fFxSMVcpUlEqmowAgsbMm/LuG7Zb5gsy1dFJ8sSrVmzBk8++SROnToFi8WCe+65B52dndi6dSunARMR0bR24DTwz4eAhweB4CngrXPAuVjyPudi8uPBU0DvoLz/axlqWMdFJ4D/ewTYp/HFgRaeW9LX6/uBj70f+LFfvTZv/yTw6c+r1x4REVEFicViaY+lliYjIpqOMs2gzfSZSETay1aKcWhlR/qDL/2yuHJEM1DVJMsSdXd3o7+/H9u3b8fBgwexYsUKbNiwAc8//7zeXSMiIlLN2Ung+0eBrUcA8XxhzxXPA1velp9/dvLy4xclYNcpYPMA8IrGibL2JmAhZ5bp5/X9wKdvB04cV69NoxH47BdZW5OIiKatTLMojMaqPJVCRFSQTJ91nFlGVBmyJcuOtb0H4w0pG48fAd4+pEm/ql1VF9lua2vDQw89hIceegg7d+7Ek08+CZfLBbvdDpfLhRUrVujdRSJSQV1dHdra2pLuE+VS7ePm2AXA9zYwMpnHzlMIjwID5wDnUuB8DAj8Hvj9mFq9LMyt8/SJW4hqHzdZRU4Bn7srfU2yUsViwF/+BfCTXwPmKniDy2TajhsiIqISGQwGNDQ0JN0nyoXjhorF7+VUjGocNyuyJMtiNbV4+6o1aD+QsuTCy78ClrVlfhIpps3lUOvWrcP27dvR39+P1tZWdHV14bbbbsOOHTv07hoRlchoNKKhoUG58UpOykc1j5tjF4DHh0pPlMWNTAL/cAj49pB+iTLLXOC6OXnsqLNqHjdT+sZGdWeUJTpxHPhmT3narhLTdtwQERGVyGAwwGg0KjcmPSgfHDdULH4vp2JU47i5oh5ozNLNw9dkKMX4m1+WvU/TQeW/8wVqaWnBxo0bcfDgQTz00EN47rnn0NrainvvvRf79u3Tu3tERERTOjspzyhLXZOsVBd1rJbRUgvctUC/+DPermfVXaMsk2e2y3GIiIiIiIiIqKyMBmBZltllh97dmf7gS78qe5+mg2mXLEu0Zs0aPPnkkxgeHobFYoHVasU111yD7373uxgdHdW7e0RERGl2nFBvRlkhFjUAn14INKn8zaDJKJeAnF3VhZ+rnPcxbeL4/lGbOEREREREREQzXLZSjEMrMyTLjr0NHBkqe5+q3bROlgHAvn37cO+99+ILX/gCJEnCwYMH4XQ6YTab8cUvflHv7hERUZWTJODCReDMpPxvKesdHzgtrzGmpQYj8IkFwJfbgE4T8KXl8kwwNbTUyu0talSnPSrCGweAPbvz2FEFL78IvPGaNrGIiIiIiIiIZrBlWc61jMxfjOi8RekbWIoxp2l5nffo6Ch8Ph+8Xi9EUQQASJIEg8EASZIgXTqTKZVyRpOINDM5OYloNKrcN5lMqK2dlh9fpKJyjptjF4C9o8DQeeDoheSSiU1GYHEjsHyWvE7XwgISRc+fUqV7ebPMBe68EmhJWLt2USOwsU2e4VZK4s4yVy69WG0zyqbd5025yy9mirfyQW1jVoBpN26IiIhUIkkSJicvl02ora3l+lOUE8cNFYvfy6kY1TpulmeZWQYAQys7YNr9TPKDL/0SsP952ftVzSr/XS/Ajh074PV6EQwGgYRkWPwXqiRJsFgscLlcWL9+PVpaWnTtLxHl5+LFizh58qRyv7m5uSp+aZG2JAkYiwGTElBrADCp/rg5cFpOaInns+9zLga8dU6+BU8Bwixg3XzgujlTt33swtTtqm39u4D3mzNvm10LfGaxnPDaNQwMnMu/3fYm4NZ5uY+3Uk27z5tXQtrGe1XjeBVi2o0bIiIilaQmPWpqapj0oJw4bqhY/F5OxajWcTOnFphfB5ycSN82tPIm3JiWLOO6ZblU/ruew6FDh+D1euHz+ZQMcHwWWVxLSwvWr18Pl8uFNWvW6NhbouxST/Q3GIFyfxfUIybjMq6apprhNctYj1ZpKa7AeVyNUbSVEOfsZPEzrcTzgPh27plWezUuvzic4ctUqlXN8u34BfnYD18AjpxPn0m3ZJY8/b/QmXRUZpIEHHhF25j798lxeTKDiIioOkkScOY0MDEO1NUDc5r5e52IiKhCLZ+VLVnWkf7g0cPyumVLlmvSt2pUtcmyrVu3wuv1IhwOA1lmkXV1dcHlcuHuu+/Wta9E2ZSrlFulxWRcxlU7bj4zvM7HDDiK2TiK2diH+dhzLAbbFYXPeDp2AfC9DYxM5rHzFMKj8gwt59LMa3gNaTirDJATX/la2Ah87FKf9UrCUhHOnAZGItrGHIkAZ8/IJ9aIiIioOrxxQC6l/EpIvtAm8ftDixlYdSNwoxW4Yz2w8jo9e1qxXC6XsgxIudhsNvT09JQ1RilEUYTD4UA4HIbT6YTX69W7SyXp7e3Ftm3bIIoiotEoBEGAyWTChg0b4HQ6YTKZkvYFUNHvDxFNT8tnAaEMF1+/fdUaXKypRc3FlJNZL/2KybIpVFWy7Pnnn4fX60UgEFAeS51F1tbWBpfLBafTyTKLVLHKWcqtkmIyLuOqHbeUGV6HLhixJY8ZXomOXQAeH0pO/pViZFJu70vLkxNmkiQnGbV05HxxE4AMBqCxply9IlVNjOsTd3wMAJNlREREFW/Xs4D3MWDP7uz7jESA3S/ItyceBTo/ALi+DNxym5Y9rXjBYDApWSYIAiwWC1pbW4FL699Eo1H09/crF33HdXV1KYmYeMUkURTR39+ftIYOKjwZ43K5lGPz+Xyw2Wyw2+16d6tgwWAQDocDAOB0OtHZ2QlBEDA8PAxRFOH3++F2u+HxeNDT0wNRFOF2uyv6vSGi6SvbumUTjU04tmIVlg6kVJt56ZfA3X+mSd+qUcUny0ZHR+Hz+eD1epUvHvEEWXw2mSRJsNvtcLlcWLdunc49JspOi1JulRBT7biFfFBNh+Nl3My0muEVd3ZSjqdWoizuXExud2Pb5WMfi6kfJ59+jMWY+JrW6ur1iVvfoE9cIiIiyk/kFPCNjfJsskLt2S3f7lwPfK0XMM8rRw+rzvDwMADAYrHA7/dDEISs+yZe8C0IAvr6+rLuGw6H4XA4IIqiEqNSpc6sq/T+ZuJyueDz+dDV1QW/3580eyzO6XRCFEXYbDbs2bOn7DMKs7FarTnHGhFNf4sa5ao/k1L6tsPXdKQny15+UbO+VSOj3h3IZseOHbjttttgNpvhdrsxMDCgJMdwKUFmsVjg9XoRi8Wwfft2Jsqooh27ADw8WFxyIVF4VG7nWB6zUPSIWY64vx/Pb+rLdDlexs0c8/Gh0hNlcfEZXlPF3nFCvXiZ4u84If8cnQDCI+WJk0umL1M0jcxplksnaanFDMwuYboqERERldfr+4GPvb+4RFmiZ7bL7bxxQK2eVbV4mb5QKJQzeZGYgMmUjElksVgQCoWADMmoSuN2u5WfTSYT1q9fr2t/CuXz+eDz+ZQE5lTvjSAIGBgYgCiKaTMFtaJXXCKqLLUGYEmWC8EPvfum9AffPiSvXUYZVVSybN++fbj33nsxb948OBwOBIPBpAQZALS0tKCnpwcDAwPo7+9Hd3e3bv0lypceJ/r1iFmuuN5jdTglTT1TYTodL+MmK/cMr7MZjuXA6dKTgbmER4Gvvgl84yDgP1HeWNnUcq2x6c1gkNcY0dL1q7mIHRERUaV6fT/w6duBE8fVae/EceBPPzrjE2bxUomJySI1mUwm9PT0pJVkrDROpxOhUAh+vx+Dg4M5E4GVJv7+eTyevJ+zc+fOMvYou0ofC0SkrRVZSjEOrezMvOGlX5W1P9VM92TZ6Ogotm7dis7OTlitVvh8PkQikbRZZPEp0MPDw3jooYfQ1tZWUtwtW7bg6quvVuEIiKamx4l+PWKWM+75mAE/xRJckDJ/ZE2342XcZFrN8Er0/KnyxEt15qI2cTJpMgINun8LoLK79j3axrvBqm08IiIiyk/kFPC5u+Q1yNQ0EgE++0m5/RkqXm6wnDOpNmzYULa21WSxWGC326suURYIBJQEVFdXV97PiycytRYMBjWPSUSVa1mWZNkfllyNs3MyVJt56Zdl71O10u002b59+7BhwwaYzWZlEdDUWWRtbW3weDyIRCJ47rnncPfdd6sWPz5dmqjc9DjRr0fMcsc9hzq8iAWax9XreBlXptUMrwOnL98/dkFeV226WzKLE4AqmiQBp0eB4ZPyv1IRNTN/0SeXSNLSHQ5t4xERkWqi0SjLek1n39io3oyyVCeOA9/UPmFQKaLRKEwmU1kTRBaLRYlF6ktcN67Q93HTpk1l6NHUvF6v5jGJqHJlm1kGAIevyXBBK9cty0q3ZJnFYkEgEFASZIn/xqduHzx4EBs3bkRLS4vq8cPhcNVd6ULVR48T/XrE1CruQbRgSJqteVy9jpdxtZvhtSth7em9ZT7OSrEsS01r0tEbB4BHvg585g7AuhxYvRjobJP/tS6XH3/k68Abr03dTuQU8D+d8tXjf9CwxudNa4GV12kXj4hohiv04s9c+/t8PqXaiyiKqp2UV7ufVIRdz5a+Rlkuz2yX48xAoijmXKdMDSaTif8/yiQ+OxBFrAVmMpmUZKYWotEoZ5YRURJTLdBck3nb0LszlGI8PAgce7vs/apGFVGASZIkWCwWeL1exGIxPPnkk1izZk3Z4g0ODvIXC2lCjxP9esTUMu4rmKdLXL2OdybH1XKG18A5oO8k8MKp8icFK4Vlrt49IMWuZ4FP3Qbc/j7giUeB3S+kl0gaiciPP/EocPt75f13/Tx5H0kCfrID+HAH8B9PaXoIAADnfdrHJCIqUDwhZDablVt8vexq64PD4YDBYIDNZoPP50M4HE5KcImiiEAgAJfLpcSYysDAAADA5XKhvb0dZrMZBoOhoFumBJva/aQieB/TJo7vH7WJU2GGh4c1SZYJgpCU1CH1JL5/mzdvLvj5HR0dKvcou3Xr1mkWi4iqg8Ewxbpl12T5fOK6ZRnV6t0Bh8MBl8ul/GIZHS3fWcrh4WEEg8GyLbpKlEjrE/3HLwAStI+5sFHbYz2OJpwYn8CyBn1eY62PdybH1XqG10//oG28VFfWA+cvAqc1WMesvUl+jSmdwWBAfX190v2yiZySSyIVc6X3nt3y7c71wNd6gbEx4MH7gOBPy9HT3O5cD9xymz6xK4Cm44aIihIOh7Fu3Tq0trbC7XbD6XQClxI1Xq8XNpsNdrsdW7ZsKVsFknL1IRgM5ky0mUwm+P1T/77p7+/PO2YmudYpUqufVKA3DsjfGbTw8ovyDPiUmeZGY0Vcp11WnZ0ZrtxXWUdHx4wqw6jluEl8/wKBAHw+n/IZnQ+Xy1X2RGY0GoXD4WC53Bz4vZyKMR3GzfJZwG/PpD9++Nr3ImYwwJi6tMNLvwQ++aea9a9a6J4s8/v9CAQCyn1Jkso2IFPXRCMqJ61P9Id0mA0TGgVub9B+Js6r5+uwaI72x7xnBPhwnfyvlnZHgVvmAbtVXos7l5+fBKwtQL/Gf489fhhoqgEiE9rG1dPftQPz6+UylFuPlD/erfPy2GmGqq+v1+TKYLy+Xy6TWOraIc9sl2eYTU4C58+q1bvCLFgoJ+xmMM3GDREVJRgMwmazQRAEhEKhpISOIAjweDxob29X1tJO3afa+9DV1QW/35+zvVLKu5lMJmzZsqXo56OAfladyUng90f1i/+DrdrG++FWoPuvlbtGAA1axH3XYqBWn1NchSRVSuH1etHb2wuHw4FoNIrh4WHl/20kIv+xKIoi3G43wuEwhoeH0dXVNWUCXhRFeDwe9Pf3K20JggBBELBhwwbY7fac/QoGg/D7/RBFEcPDw0rftmzZkvH5Pp8PoVAoaX9RFDEwMKB8n3r++efh8XggiiJEUYTJZEJXVxdcLhe6urpKeh0ziSf748lIl8uFvr4+bNq0Ka8Si4WUYQwGg/B6vcp7hEuveVdXFzZt2pT2XomimDVJ1t7enjFGJBKZfp+leeL3cirGdBg3y7PMLDs3uwUnF12FK4++lbzhJa5blonuybK+vj5Npyv39fXhgQceYJ1nKrshjWbixO3UqExeasyZFHfXcHp5Qi38KiLftPbKafmmtbMX5dtM0njposlVzXJ5xHImoC1zgevmlK99ysPr+4FP355earFYp/PM4H/cDvxXEBhVMQPeYga+9zRgZgaWiCpT/Ep8XLpQM9vJw/i62T6fD+vWrUMoFKr6PlgsFng8nrxOLEejUUSjUfT09MBms6G1tTWvGP39/XC5XCUluQrpZ1X6/VHgj67Xuxfa+bct8k1rv9gPLFmufVyN7dmzB+FwOOmcVvz/XiAQgNvthtfrhSAIsFqtCAQCEEUx4+eJy+VCf38/Nm3aBI/Ho7QTT6A5HA4lmT9V0iwajSrJtnxmvg0MDKC/vz/rDCmbzQYA8Hg8ShIqEAjA4XAgEAjA6XTC6/XmjFOoLVu2JJWBDQQCCAQCSqKus7MTXV1dRa9PFv9dEAwGlYsDEo+vu7sbvb298Hq9SQnY1tZWeDwe5X48GYpLCdRMJ/hnaqKMaCZbOgswQK46lmpoZUd6suywCBw7AixaolUXq4KuyTK73a55rV273Q6LxYKrrrpK07g0s0gScPSC3r0gompRmzCh+q4FcjnKkUn147TUyu2TjiKn5BllaiXK8tF2FbD520DnWrkU02c/WfqMNlyaUfa9p4GVq9ToJRFRWXR3dyMajcJiseQ8wel2u5U1tQKBQF4zKvTuQ/wkduIMhdbWVnR1dRV0sjQ+cyPxhGw+HA4HnE5nzkSXWv0kmuniZUqj0Sja2tqU5FQ0GoXb7UZfXx8EQYDP51O2ZUpKxT9r4v9/U2e7er1etLe3w+12w+FwpCVwEtntduWzymaz5Sy3mvg5Y7Vak/pns9mUz5XUGB6PR+m3w+FQPcGeGCNRNBpVEmdx8Vlu+f6eEEURVqtVuSgh9bPWbrcrCU6XywUkzFiMJ+viBEFQXrOurq6qnw1DROpoMAILG4BjY+nbhlZ2ovP5DOuav/wr4BOf0qR/1ULXwtFa1HTORBAELohJZTUWA87F9O4FEVWDJqP8pSZudi3gXCo/rnYc51K5fdLRNzaqk6jKR00NcO//BH7yazlRBsiJrZ/8Wl5jrBR3rpfbYaKMiCpY/AQnLp1QzCVeegwANm/eXDV9EAQBdrsdTqcTTqcz59phmfT39xd84jl+QjffGR5q9JOIZKkJlO7u7qRZRokVnDL93/b5fMq/qcmhuJ6eHuX/aPz/ey7xWWH52rBhg/Kz1+uFyWTKmpRLfLwcM8tw6ZjzmSkbDAbhcDhgNptzJgdx6XWJXzSR7aIEi8WCnp4e4FIyk4ioUNlKMR664UOZN7z0q7L2pxpN/1VWs4hf0UFUDpNcHo+oKi2oB2Zp/JtxySwgdanORY3Al5bLM8HU0FIrt7eoUZ32qEi7ngV+7Ncm1qrVwH/8F3D/14GGlDfePA947LvAVj9w09rC2r1pLbA1ID+fpReJqMLFTwajgAs14yeaU8ucVXMf8hEKhQq6mDUYDMLn8ymzXIhIe/FyqdFoFOFwOCkpZrFYIEkSQqEQ+vr60p6beD4sPtszk8Q2s5VNTFRKAtzn80259mFi2/n0pVh2ux2RSARerzfnRQTRaBQ2my3psz6Vy+VSPss3bdo0ZXvx7dFoFL29M3tNYCIqXLZk2fHFV2O8IcNGJsvS6JYss1gsuk4Vbm9vx5o1a3SLT9NbrSGPnYioojQZAbcArDVrG3dZlgTWokZgY5u8xlgpLHPldpgoy8/4+LiykLgoihgfH1evce9j6rU1lSXLgR27gOtumHq/Wz4CPPUs8NOXgHvvB9beIq9BlqjFLD9+7/3yfk89C9xyW1m7X43KOm6IqGjbtm1Tfs73BG7i36j5zBaohj7kw+12Z53NkSq+7k7iekJEpK9s5QCz/R+Nz+KKr0mWTeLn0VRJNTUIgqB8TsZiMYyNjSm3WEwu3RPfXu6+4NJMtr6+PkiShIGBAaUUZaZzmS6XK2MCLxqNJiXScpVtjL8nKOPsuemO38upGNNl3KzIkiyLGWvw9lUZ8iBDA8Dxo2XvVzXRrRhTf3+/XqGBS1PUu7u7de0DTV8NRvnEO0sxUrWrB6D1V4Q6A3DnlcCvIsAJDYPHZ3itmQsET2kXd6pk2Oxa4DOL5X12DctrmeWrvQm4dR5w3RxVujljSJKU9MVYklSaKvzGAWDPbnXayuXIEDDwJrDyuvz2X3kdsPJB+WdJAs6eAcbHgPoGYPac9KmPlKZs44aISpJ44jI+AyOXxIRWKBSaFn3IRyEXsnZ3d0MQBKVcGBHpr9BlTuLlUHOZN+9yJYFyV2dKLB2JSwmzSiEIQtLrJYoi3G530jpm3d3daZ/Z27dvV37O9+ICi8WinLCnwvF7ORVjuoybK+qBRiNwIcPH59DKTrQfyHBO4uVfAX+yIf3xGYorlxCVgcEALG4E3irgxHapljYCEoAjF7SN+ScLgP84oW3cxfUx3LXQiP84AbytYdxljcDd7wJ+9HvgsIZx22YBn14E/OAYcOi8dnGvmQ3cuwz4zpC2Y7mtCfhgKzAyCZzQMGkVn+G1qBEQZgGiBq91exOwMI8ZX6ua5dvxC0B4VB5/R84nJ+SbjHLCb1mjnFzLp13SkFblFxPjxRNghTAYgDnNAJrL0SsiIs2knmTMNxmUeGK41As8K6EPagsEAggEAhgYGNC7K9XjXYuBX+zXL/6X7wFCv9EunvV9wD9sVe7GYrGkE5D19fUwGstQ5Ohdi9Vvs4qoUbkpHA4jGAxiYGAAw8PDmids2tvb895X72VVBEGA3++H2+1WyiWGw2GEw+GkpFhiCcx8L5hIfC9FUdS1KhcRVRejAVg2C3jzbPq2IcsfAzv+KX3DS0yWJWKyjKhMls/SNsGwcrb8r5ZJq5Wz5ZP9756tbdxrmmIQmoxYOVvbZNk1s+VfOtfM1jZZ1t4EzK8HrmrSNlkWTx5pPZbjcfWc4XXrPEA8Uv6Ytxa45NPCRuBjl14fSQLGYvIaibUGeUYrJwBVsFe0mRmgeFXjeEREFabYE6mJs7pKPRmrZR+CwSC8Xm9S2UZBEOByufIur5iP7u5u9PT0FH3yVqt+VpTaWrlEsl5uWqttsuymDyYfbywGaWzs8v2GBqAcybIZrti1wkRRhMfjUUoF2u122Gw2dHR0QBAE+Hw+uN1ulXubWSnrnZUqEAgUtVyMx+NBMBhUZhH39/cnJcsSk43BYDDvhGC8H/km2IiI4lZkS5Zd05Fpd+ClX5a9T9WE31CIymRNiesMFcoyV5+Y0OFYb5wT0yWuXsc7U+PGZ3hpIXWG16rm0tcKy8Uyt7QSiQYD0FgDzKmV/2WirIJJEnDgFW1j7t8nxyUioqJpsSZOqX04deoUbDYbPB4PXC4XBgcHEYlEMDg4iK6uLrhcLpjNZlXWPnO73YhGo9i0aVPBz9Wyn5TiDsf0jkdAkUkVl8uF9vZ2+Hw+OJ1ORCIR+P1+OJ1OWCwWXZNXWtu2bVvRnz+Ja76llmFMvODB6XRiYGCgoNtMeg+ISB3LslQZGmkyITpvUfqGQwPA74+VvV/VgjPLiMpEr1JuesTU8lgX4hzeVV+jeVy9jncmx4XOM7zuWiCvETYyqX68llq5fZohzpwGRiLaxhyJyGuPzWE5RSKamVKTTMWccCx1ZpkWfejt7YXX602blWUymeDxeNDe3g6XywWbzYa+vj50dXUV3Id4P3p7e2G324s6Dq36mcnvfve7pDKA2RgMBtTV1QEArrjiClx55ZUAgImJCWXtJMOlq5NisVjW9ZQMBoOyX5wkSQWvf6JWO8aVq4DOD2iydqrUuRbS1e8GEl6bXP0t6pgyzEwrdH2rSnqfYrFYUceUGCMWi0GSpLz70tnZqcyG2rZtG+x2u9JOpmNCjnGfb59Tt6ceQ3x7Pq9fIe95rvdJkiQcPHgwZ5uZ3qfEmWSnTp1KaqOtrU2ZXRbfVuqYmWo/SZIQCoXw0EMPJa2XVugxxY8hPq4S446Pj+PixYtJ+9fU1KC2tjatjYmJibz6EFdXV5fWn8nJybR4U8n2eT8+Pl7Q/8tKOiaDwYD6+vq0x3lM6h1Tpv/71XpMC2sAoCHjtqGVHTDtfibt8YkXdyH2cXva46Ue0zvvvIOTJ0/CaDRmPKbJyfQTbnqX+mayjKiM9DjRr1dyQau4q3EKwJWax9XreGd63PgMr/Bo+WJmm+E1uxZwLgUeH0peG6xUTUa53dn8DTxzTOQ+QVcW42Nce4yIZiy917PRog+CIGDTpk3KSe5MnE4nPB4PRFGEw+FAJFLcxRvd3d3ApZkoldzPTByOwmc6Pfjgg/j6178OADh69Khy8jV+wijTyeK42tpaJekWJ0kSxhJLEeahoaEh7YT65ORkxhNL2RiNRjQ0NACu+zRJlo1/9kuIZTjOeJ9TT5ShlGNKkZjUzEelvE/xE6DFHFPiGBwbG8Pk5GRex/SXf/mXSqLsc5/7HO64446kfTIdU/y44vtFo9GMifNcx516TIn7J7Yfv280GrOucVfIe5XrfYrFYujr68M3vvGNrG1kG3uzZ89Wfl6+fHlSv2688Ubs3LkTuHQCeGxsrOSxN9WYmJycxIkTJ5RYueT6/3Tx4sWkJBkADA0Npb2W8+fPx/z589PaGBwczOuY4tra2tL6E41GcfLkybzbyDZejhw5kteFE3GVdEz19fUZS4TymNQ7pkWL0mdcVfMxzYWAUaQnuQZvsuHGDMmyM8//HCdWWdMeL/WYvv3tb+Pxxx/Pu9+VgGUYicpIj1JuepWP0yLuVRjBMkNy4d3pfLyMK7trgTwTqxxyzfBa1Ah8abl68Vtq5fYWZZkWT9NUXfqXVE3UZ76ajIiIpge/3z9lAiouvk80Gi1q7SFRFBEIBACgqBlfWvWTpnDLR8peHnHyY3chdrN6MwKpPKLRKP7lX/5Fuf/5z39+yv2zXeH/la98Bd/97ndV75+e9u3bh7179xb8vMTn3H333UnbEl/fffv2Fd0uEVEhrkTm0lBD16/N+HjTb7nmeRyTZURlpseJfr2SC+WM24QJrMUJzePqdbyMe1l8hleTyr+x8p3htagR2NhWerLQMlduh4myKiNJwOlRYPik/G8x64DNaQZazOXoXXYtZmB2CYviERFVuUpY56US+gAANptN+bm3t7fgGW9erxdIKTVWDqX2k3J48GFgwcKyNC1d+S5MbPpWWdomdaXOTFizZs2U+/f395e5R5Xlz//8zwv+7IlfTNDW1pb2era1teGTn/ykcv/pp5/Oq81oNIq1a9dm7IvZbE7aL9Xg4CDa2toKOgYiml4WZEmWHb2yDRdr0k+CNRw9jJrh/GfRTWcsAkVUZnqUctOrfFy54s4ySrg9dgSNhsyNTrfjZdx08RlevrfVWUOs5dKx5Ju4ml0LfGaxnPDaNSyvZZav9ia5vGSmWXNUmRoOHUTzL36OWW8cQP3gW8Bowh+hLWZg1Y3AjVbgjvXAyutyNxiLAfOv0HbdsutXAxnK5xARzRStra1J97OVDJtKqcmuSugDLpVBTBQMBvOa6RUXPxHc0dFRcl+mUmo/s/H7/Whvb8+5X+qaZXGLFy9W1hyKlx6rr6/PWFIwcZ/UxzKVOsvVn1S1tbWoqakpqB2FeR7wvaeBP/2oqt9JpBYTpH/ZgYYsibhca5qUdEwJUsva5VIp75PRaMza91zHlBjj7NmzeNe73pWxf4nHFF+LL+78+fNpnzPxY4pGo8rYB4DR0VGlrZGREVx55ZVpr1e2/xfZjilx/9raWqW9fNbCKeS9yvU+xUv3DQ4O4uMf/zj6+vry+vwVRRGPPvooAODJJ5/M2KetW7di165diEaj+OpXv4qPfvSjSQkvZHif/uqv/grd3d1YsCD9itLOzk5ldmB/f3/ShQy1tbV49dVX8d73vrfgsZwo/j5NTk4mfe7hUqnJ1PGdabzX1dUVnLTLNOZNJhOam/MvLT8+Po6jR4+mPb5kyZKC143K1D89jinT+AWPCVDxmDKVN63mY6obM+DF9P8GmDDW4tiKVVg68ErathUn3kbM2pn0WKnH5Ha78fnPf77gNcuKKaGtFibLiDSgx4l+vZIL5Yj72XdN4PzRqettT6fjZdzssTe2ATtOlLaGmWWuPIutmDXDVjXLt+MX5D4cvgAcOZ+cPGwyAktmAcsa5VgLOZOseux6FnVPPIq20G+y7zMSAXa/IN+eeBTo/ADg+jJwy22Z9//NL4G/dwMDb5at2xndkF5vnIhoJlEjyZSa7KrGPmRqY8+ePXknoYLBoHKyPJ+EUylK6edUrr32Wqxataro59fV1aWtgTPVOkqZGAyGrCecClFyOytXAU/9DPjsJ4ETx0vuDxYshOF7T8OwMvvrm2sdMbVem0Lej3L3JVc7ibOBotFo1r7nOqbEtf1GR0ezJgATH7/qqqvQ1dWFYDAIXEqGO53OjO07HA5s2bJFOWk5ODiYlFTq6OhI6+Po6NR/qKXuPzw8nPTc+PZs4ybxtSv1PU98beL/xkvNtre3Y8uWLVN+BgWDQeW18Xq9+PCHP5xxv9bWVoRCIVitVoiiiI6ODoRCoaTfEYl9cbvd2Lt3b9YSmJ/61Kdw7733KnET3z+DwQC/35/0XhUj/lyj0Zj2Gk11sUBqG6Uk7OJqa2vzipdLPNlXCh5TdtV+TJnW+KvmY1peD9QagMkM+azDH7g9Y7KsLvQb4JN/mlf7+R7T0qVLsXTp0rz2LbTtcmGyjEgjepzo1yu5oHbc2osS8lnGcrocL+NmV8oMr7bGGLquMKoyw2thI/CxS0kwSQLGYvKXkFoD0GDkhJ6qEzkFfGMj8GN/4fWp9+yWb3euB77WK1+1DQBDIvDQV4DnflyGDuehzOuSEBFVutTEy/DwcF7Jq8QTsWrPLFOrD+FwGA6HA8PDw/B4PFlPdOfTfi5+v1/5OdMC71PRsp9UgJWrgJ/8GvhmD/DM9uLbSf3uQ2niCSlcGs/Dw8NKWdM4URRhs9ngcDjQ2tqq/J9vbW3NWPo0HA5jeHgY4XBYmfUJAN3d3XC5XMr/06nWF+zr64PD4UAgEIDL5QKApP+foijC5XLBZrPBbrejp6cHvb296O3tRXt7OwYGBtDa2qrEEkVRuW3evFlpx+12Y3h4GIIgoKOjQzm2+DGIogifz6fsv3nzZphMJgiCgBUrVmDx4sUAgOeffx5nz57Fzp07k47D4XBgw4YNMJlMRa2nmMpkMsHv98NkMsHn86G7uxsOhwN2ux2dnZ1Jx9vX14dgMKg8J1diXxAEDA4Ooru7G4FAAG1tbdi0aRPsdjsEQYAoiggGg/B4PBAEAaFQ9vWD4jEdDgfC4TBcLhc8Hg+Gh4fhcrngdDorpgwwEemj1gAsaQQOZajGeKhjHdZ+f3P6hpd+qUnfKp1BKmQeINEMceDAAVx//fXK/f3795d0NWJa+6e1L+WmR0y14k5OTqadNMh1dUc1Hy/j5m+qGV6zjBLeVTOBhXWTWNUwhmvmN6tyVRBNM6/vBz53l2pXV+Pb3wf6/j/g/34HGB9Xo4eFu2kt8NSz+sSeoYr5PUXlU+7vcVQ9EmdThEKhvNbccrlcyslbu92elCyqlD5YrVaEw2HlfiQSmfLEaDQaTSr51dPTA4/Hk1f/29vblZllfX19BZ2Q1rKfidT+DJicnMRbb72V9NjVV189PT7ndz0L+P4RePnF/J9z01rAeV/2WfUpJElKKrNUW1uryuytamA2m4sqvxqNRmGxWDImTBL/T6a2m/hdZGBgIGeCOxwOY9u2bQgGg4hGoxAEAcPDw2htbYXb7U76/+52u5XPpfXr1ycl/eKJt6n6lPj5l8/+drsdP/zhDyGKIt797ndn3Ddx/3yOdyqJycFEgUAAfX196O/vhyiKyvvZ0dEBm82Gnp6egmOJogiv16vM3I232dXVBZfLlffnrCiK8Hg82L59uzJmNmzYUFSfsqnGzz9+L6diTMdx858ngBeG0x+/Yvw0/vauRZmf9Ou3gCvTS/pqSe+/5ar7XSeqUnqUctOrfJwacWtrazF//nzN4xaDcbUtSzj1DC8DDIZ6APUAmtQLStPH6/uBT9+u3rodJ44D623yYNST8z59489AxfyeIqLys1gsSrImsdTXVBL36+zsnHJfvfqQuIZQoe2hwHKKibEKLQmpZT+pSLd8RL698RrwYz/wagjYvy/5u1GLWV4L9QarPHM9n/VaEySuBTfTJJZJVEu20nzFsFgseSXwAcDj8WRNXhd6UUEh+69cubKgtX6KlTrjL85ut6tSDjaRIAhFXQiQqR2v15u17zMVv5dTMabjuFk2K/Pjf6hvxtk5Zsw+k+F31MsvAh+/u+x9q2RMlhHpSI9SbnqVj2Ncxi03gwFoLH1tcJopIqfkGWUqLnAPQP9E2Z3r877Sm4houuvq6lISVfkmbhL3U+MEaTn6IAiC0qbH48k5ayU17vr16/PqR2IJORRRllKrfpIKVl4HrHxQ/lmSgLNngPExoL4BmD2HNcaJiIiqzIosyTIAOPyhj+Pan30/fcNLv5zxybLSV0AlIlXET/TPqZX/1TK5oGVMxmVcoorwjY3qlF4sVNftwPwry9P2goXy2iFERAQA2LRpk/LzVOu/JIondwRBKKmkVzn70NXVBbvdDkmS8iq31dfXl/TcfJNeiSUUi6FVP0llBgMwpxlonS//yy/zREREVcdUC8zNMk1q6IMfz7yB65YxWUZEREQzzK5n5VJDWlq1Gvj3ZwHvNuBfn5FLGqmpxQx872nAPE/ddomIqlh8DRgA2L59e879E2dSud3unPsHAoGcCaVy9MHlciEQCCStrZGrn3GFlP46depU0v1CyzBq1U8iIiIiSmYwAMuzLIMydNWazBsG3gROvlPWflU6JsuIqOLFYjGMjY0pt1gslsezaKbjuKGsvI9pF+uKBYDnO8B//ALoXCs/tnIV8NTP5JlgaliwUG5vpXaL3lIyft4QVS6v1wuTyYRoNJqUjMm2Ly6t4+N0OrPuF41G0d7eDofDAavVit7eqWf1qt0HQRDQ09ODdevWTdkWAPh8PqW8YU9PT97rE+HScZZCq35SZZMkCbFYTLlpsf4UVT+OGyoWv5dTMabruFmepRTj4TkLEMs2c/ylX5W1T5WOyTIiqngTExMYHBxUbhMTE3p3iaoAxw1l9MYBYM9u7eI98RRg/wxgTPnKtXIV8JNfy2uMleLO9XI7TJTpip83RJVLEARs2bIFAOBwOLKuG+bz+RAIBGAymeD3Tz37OBgMJrWzefNmzfsQn3lls9myJrUCgQBcLhcAwOl0Fjxba3h4uKD99eonVTZJkpJOQDLpQfnguKFi8Xs5FWO6jptsybJzkhEnO27JvHGGl2JksoyIiIhmDq3LL+78afZt5nnAY98FtvqBm9YW1u5Na4GtAfn5LL1IRDQlu92Ovr4+mEwmWK1W+Hw+ZVs0GoXL5YLL5UJXVxcGBwdzrlWWupZWPmubqd0HXFoDTRAEmM1muN1upSxkMBiEw+GAw+GAyWSC1+tVZqwVIrXsYrFriJW7n0RERESUbuksINvKo0Pr7s68gckyIiIiohnilZC28V7NI94tHwGeehb46UvAvfcDa29JX9OsxSw/fu/98n5PPQvcclvZuk1ENN3Ek1AejwderxdmsxlmsxltbW0YHh5GX1+fkszKp62enh7gUqIs1yywcvQhzuv1oq+vD6Iooru7G1arVZm95vF4MDg4OGVJyam43W5YLBYlkVWKcvaTiIiIiNI1GIGFDZm3Da16f+YNB98ATv6hrP2qZLV6d4CIiIhIE5IEHHhF25j798lxs9UDT7TyOmDlg/LPkgScPQOMjwH1DcDsOfm1QUREWZlMJjidTlWSMh6Pp6hygWr2Ia6rqwtdXV2qtRcnCAJCIfUuMilXP4mIiIgos+WzgGNj6Y8fmrc8+5Ne/hVw+yfL2q9KxZllRERENDOcOQ2MRLSNORKRk16FMhiAOc1A63z5XybKiIiIiIiIiKgA2dYtOx6rx3j7dZk3zuBSjEyWERER0cwwMa5P3PEMl3EREREREREREZXRiizJshiAtz+yPvNGJsuIiIiIprm6en3i1mcpEk5EREREREREVCZX1AONWTJAQ9ZbM2946/UZu24Zk2VEREQ0M8xpBlrM2sZsMcvrjRERERERERERachoAJZlmV02tGhl9ifuebFsfapkTJYRERHRzGAwAKtu1Dbm9au53hgRERERERER6SJbKcYhNAHL2jJvnKGlGJksIyIiopnjRqu28W7QOB4RERERERER0SXLGjM/PjIJRP/4Y5k3vvSrsvapUjFZRkRERDPHx+3axrvDoW08IiIiIiIiIqJLlmeZWQYAQx+4PfOGN18DTs28dcuYLCMiIqKZ4cxp4Nse7eLdtBZYeZ128YiIiIiIiIiIEsypBebXZd42JEyxVMWe3WXrU6Wq1bsDRES51NXVoa2tLek+US4cN5Rk8C3g3k8Db72uXUznfdrFIl3x84aIiCgzg8GAhoaGpPtEuXDcULH4vZyKMRPGzfJZwMmJ9McP1cwFliwHjgylb/zNL4GP/Ikm/asUTJYRUcUzGo1JX5SJ8sFxM81IkjwzbGIcqKsH5jQD+f7RvPOnwJe7gTOj5e7lZXeuB265Tbt4pCt+3hAREWVmMBiY6KCCcdxQsfi9nIoxE8bN8llAKMMpkSMXgIvvuxk1ge+nb3x55q1bxmQZERERVaY3DgA/9gOvhIADrwAjkcvbWszAqhuBG63AHeszlzuMxYD/sxn454c07TYWLAS+1qttTCIiIiIiIiKiDLKtWzYhAcdu/jiWZkqWvXEAGD4JtM4ve/8qBZNlREREVFl2PQt4H5u6PvZIBNj9gnx74lGg8wOA68uXZ3ONRoEv3wPs+rlm3QYuJfG+9zRgnqdtXCIiIiIiIiKiDBY1ArUGYFJK3zZ07XuxNNsT97wI3DZzSjEa9e4AEREREQAgcgr4m88B9zgKX0h2z27gHjtw3+eBPb8GPvHHuRNly9qAx78vzwRTw4KFwFM/A1auUqc9IiIiIiIiIqIS1RqAJY2Ztw01zgMWL8u88TczqxQjZ5YRUcWbnJxENBpV7ptMJtTW8uOLpsZxU2Ve3w987i7gxPHS2nlmu1y6UcpwuVSim23AY1sBUyvw3g8B3+yRn1usO9fLpRc5o2xG4ucNERFRZpIkYXJyUrlfW1vLtagoJ44bKha/l1MxZsq4WTELOHQ+/fGh8wDe+0Fgxw/TN86wdcum37tORNPOxYsXcfLkSeV+c3PztPylReriuKkir+8HPn178ppkpciVKPviRuBv/g6oqZHvm+cBj30XuNOB2JP/AGP/r/OPddNawHnf5fKPNCPx84aIiCiz1KRHTU0Nkx6UE8cNFYvfy6kYM2XcLMuybtkfxoGzH1iH2ZmSZa/vl6sAzZALg6ffu05ERETVI3JKnlGmVqJsKnOagYe9wIfvyLz9lo9g4gO34OiuPsz9xXOY9eYBNIlvwjB6+QoztJiB61cDN1iBOxzAyuvK328iIiIiIiIiohKsyJIsA4DDq/8I12bb+PKLwG13lqlXlYXJMiIiItLPNzaWXnoxH+3XAE/8EGhfmXPX8RVX4eSKqwAAbStWoGFyAhgfA+obgNlzAF7VSkRERERERERVxFQLzK0FRifTtw3NvhLXLloKHHs7feOvdgGdHwDq6uWLkKfxORGj3h0gIiKiGWrXs/L6YuW25ibgR7vySpSlMRjkL4Ot86f9l0IiIiIiIiIimp4MBmB5Y+ZtQxcM8rplmfxwK9DZBqxeDFiXA5+5A3jk68Abr5W1v3pgsoyIiIj04X1Mmzi1dUDzXG1iERERERERERFVoOVZSjEePg/EWsy5GxiJALtfAJ54FLj9vcCnbgN2/Vz1fuqFyTIiIiLS3hsHgD27tYm158VpecUTEREREREREVG+siXLzsWAk319hTe4Zzdwjx247/PymvRVjskyIiIi0p4W5Rf1jEdERERUhSQJuHARODMp/ytJeveIiIiI1LJ0FpBtcYmhlR3FN/zMduBj75cvjK5itXp3gIiIiGagV0LaxntV43hEREREVeLYBWDvKDB0Hjh6Qb66PK7JCCxulK9Et8wFFmZZ64SIiIgqX4MRWNgAHBtL3za0shOdzz9VfOMnjgN/+lHgqZ8BK1eV1E+9MFlGRERE2pIk4MAr2sbcv0+Oa8h2DRURERHRzHLgNPD8KUA8n32fczHgrXPyLXgKEGYB6+YD183RsqeVz+VyQRTFssaw2Wzo6ekpa4xq1tvbi23btkEURUSjUQiCAJPJhA0bNsDpdMJkMiXtC4CvJxHNSMtnZU6WHVrZWXrjIxHgs58EfvJrwDyv9PY0xmQZERERaevMafkLlJZGIsDZM8CcZm3jEhEREVWYs5PAjhNAeLTw54rnAfFteZbZXQuA2TyrBAAIBoNJyTJBEGCxWNDa2goAMJlMiEaj6O/vRzgcTnpuV1eXktiJRqMAAFEU0d/fr9yPY3InXTAYhMPhAAA4nU50dnZCEAQMDw9DFEX4/X643W54PB709PRAFEW43W6+lkQ0Yy2fBfw6mv748bbrMd4wC/VjU1xFk48Tx4Fv9gCPfbe0dnTArzVERESkrYlxfeKOjwFgsoyIiIhmrmMXAN/bwMhkae2ER4GBc4BzKbCIpRkxPDwMALBYLPD7/RAEIeu+hoRKB4IgoK+vL+u+4XAYDocDoigqMSqV1WrNeexqc7lc8Pl86Orqgt/vT5o9Fud0OiGKImw2G/bs2VP2GYDZ6PH6EBFlsuLVXwJXfCjt8VhNLd6+ag3aD+wuPcgz24E7HcAtHym9LQ0Z9e4AEVEuBoMB9fX1ys3AMmqUB46bClZXr0/c+oacu3DcUDE4boiIqBocuwA8PlR6oixuZFJu79iFqfczGo3KbbqKl/0LhUI5kyGJCZ1MyZ1EFosFoZC89q5eSZ58pc6YK1WucePz+eDz+ZSE41SvpSAIGBgYgCiKqvczX3rFnWn4vZyKMdPGzRXf+d9oPJNhatmldctU4/tH9drSCGeWEVHFq6+v59VXVDCOmwo2pxloMWtbirHFDMzOvbgGxw0Vg+OGiIgq3dlJeUbZuZi67Z6Lye1ubMtcktFoNKKhIfcFS9UsXirR7XaXpX2TyYSenh5lna1KlFouslT5jJv46+3xePJud+fOnTCbzSX3r1Bqvz6UHb+XUzFm1Lh54wCMe17EsjdDeNOyLm3z0MoO9WK9/CLwxmvAyuvUa7PMpu9lPURERFSZDAZg1Y3axrx+tRyXiIiIaAbacUK9GWWpRi6tgTZTxcsjrl+/vmwxNmzYULa21RAMBjWNFwgElARUV1dX3s+LJx61pvXrQ0SU1Y/9AIAVb+zJuFnVmWUJ8aoFk2VERESkvRut2sa7QeN4RERERBXiwGl5jbFyCo/KcWaiaDQKk8mUs6RiKSwWixKrEnm9Xk3jJa7zVujrvmnTpjL0aGpavz5ERFm9Ipf2XZ4lWTYyfzGi8xapF+/VkHptaYDJMiIiItLeHY7pHY+IiIioQjx/Sps4u4a1iVNpRFHUpHyXyWSqyHXLotGo5jOn4rP5UMRaYCaTSUk+akGP14eIKCNJAg68AgBY9mb2JJaqpRj375PjVgkmy4iIiEh7c015rSGmipvWVlWNbCIiIiK1HLsAiOe1iTVwDjh+QZtYlWR4eFiTZJkgCElJokqxbl36mjfllvh6b968ueDnd3SoeCI4Bz1eHyKijM6cVtaOnzN6CvOPHcy429DKm9SLORIBzp5Rr70yy7D8KhFRZRkfH8eRI0eU+0uWLEF9fb2ufaLKx3FTwX79X8Bf/3ftvjA578t7V44bKgbHDRERZXNRAkYm9Iu/O6JtvBcjwK3zLt+PSTFMTFx+Aerq6mA0qH/ddksdUKPj8rSdnSqv8ZJBR0dHRZVhjEajcDgcBc/sykcslmHcGC+Pm8TXOxAIwOfzwel05t2+y+Uqe+KxnK8PZcfv5VSMGTNuJsaT7i5/fQ9OLroqbbdD71b5d9r4GIBmddssEybLiKjiSZKE8fHxpPtEuXDcVCBJArb8E/Dwg0Aspk3MO9cDt9yW9+4cN1QMjhsiIspmZAL4XwN690I7L0bl22VGAA1lj/vVdqBVp/OahSRpSpFt3atgMAiv14twOKwkgARBQFdXFzZt2pRzTS+fzwe/359U4tFkMqGjowMejwfbt2+H1+tFKCSX7BJFMWsSqL29PWOMSCRS8NpisSn+XrDb7TCZTEry0OVyoa+vD5s2bcqrxGIhZRgLfX21en0oM34vp2LMmHFTl/yLcvmb/Qjd+qdpux1pX42LNbWouTipTtz68n8PUAuTZURERJQ/SZKn7k+My1+05jQDhjwu4z09CrjvBX7+jBa9lC1YCHytV7t4REREREQaic9cCgaD6Orqgt/vV5JAgUAA3d3d6O3thdfrzZjQE0URNpsNgiDA4/GkJZACgQCsVitEUUxK5LS2tsLj8Sj33W63khjyer0ZS1KWIxG0ZcsWOByX1yUOBAIIBAIwmUzo6upCZ2cnurq6il6frNjXt1JeHyKiNHOagRazUopx+et7Mu420diEYytWYenAK6XHbDFrtwSHCpgsIyIioqm9cQD4sR94JSQvBjuSUM+nxQysuhG40QrcsT7z2mAHXwe++GfAwJva9bnFDHzvacA8L4+diYiIiIiqhyiKsFqtiEaj6OnpSUrO4NLMK0EQYLVa4XK5gAwz4Gw2G0wmE/r6+jLGsNvtsFgsabOh4smoOEEQlGRQV1eXJuu3xfvn8XjgdruTHo9Go0riLK6rqwsulwt2uz2vtkt5fSvl9SEiSmMwyOdvdr8AAFh0aD9qxy9gsr4xbdehlZ3qJMuuX53fBdYVQv1C0URERDQ97HoW+NRtwO3vA554VP5CNZKy8MVIRH78iUeB298r77/r55e3//Rp4JN/nDtRdu17gPlXqtPvBQuBp34GrFylTntERERERBXEZrMhGo3CYrGkJXLiLBYLenp6gEuzmxIFAgGIoqgkerIRBEGzMpPF6Onpgd/vzzkzKxgMwuFwwGw2IxgM5my31NeXiKhi3WhVfqydnMCSg/sy7ja0UqV1y26w5rFT5WCyjIiIiJJFTgF/8zngHgewZ3dhz92zG7jHDvz1Z4Gv3Qf81V8A585O/Zy/+AKw4wXg2ZflNcZKced64Ce/ZqKMiIiIiKYll8ulrC+2adOmKfeNb49Go+jtvVyePD6bLL4O2VQSSx1WIrvdjkgkAq/XmzSjK5NoNAqbzQafz5d1HzVeXyKiinVH8mf6ijcyl2JULVl2R2X/DknFZBkRERFd9vp+4GPvl8suluL/CwA/2Dr1Po2zgH/YCjz4MFBfL5dMfOy7wFY/cNPawuLdtBbYGpCfz9KLRERERDQNRaPRpERPrrKCJpNJKfvn9XqVx+OlFX0+X1K5wkw6OjpyJqEqgdPpRF9fHyRJwsDAgLKWWKayhy6XSymNmEit15eIqGKtXAV0fkC5uyxLsuwPS67G2Tnm0mLdtDbzUh0VjGuWERERkez1/cCnb08vtVgOy9uB7/wb8O7r07fd8hH59sZrctLu1RCwf1/6WmnXr5an9N/hqLovYERERDQztNQBX23PY8cy+bdjwOB57eK1zQL+fNHl+zEphvGxceV+fUM9jAb1r9tuqVO9yYq0fft25WeLxZLXcywWC0RRVGZL4dLaWXEOhwOCIMBut8Nms6UlxkwmE/z+Ei+k01hq+UhRFOF2u5MSg93d3Wkz69R6fYmIKprrPqWKULaZZQBw+Borrg3nLl2blfO+4p+rEybLiIiISC69+Lm7tEmUrfso8IgPmDv12gJYeR2w8kH5Z0kCzp4BxseA+gZg9pyqWiSWiIiIZqYaA9Bar1/89iZtk2XtTcnHG4sBYzFJud9QBxhZ46ho8fKJANDa2prXcxJnVomiCEEQlLW44mttiaKI3t5epZSgxWJBR0cHXC5X3kmjSiYIAvx+P9xut3KM4XAY4XA46fjUen2JiCraLR+RLzr+sR+mPxzB3FPHMTpvYdpuQ+/uLD5Zdud64JbbSu+rxpgsIyIiIuAbG4ETx8sbw2AAvvxV4Av/s/CzJAYDMKcZQHO5ekdEREQ07ayZCwRPaRfPMle7WDNR4uylYDColFPMJZ7ASUwA9fT0QBAEuN3utFlR8USSz+eD3W6vuJllgUAAFoul4MSUx+NBMBhUSjD29/cnJcvUfH2JiCragw8DL/8KhhPHsfzNfvz2/Xek7VL0umULFgJfq851HJksIyIimul2PVv6GmX5+Ou/A764sfxxiIiIiAgAsKgREGYBogazy9qbgIWN5Y8zk0WjUeVnp9NZ8jpZdrsddrsdwWAQfX19CIfD6O/vT4oTCARgtVrTShbqadu2bRgeHk4qtZgvj8cDm80GAGnHpPbrS0RUsczzgO89DfzpR7H89T0Zk2WHr7EiZjDAKEkZm8ioxSy3W6VryXPyOxER0UznfUybOLt3aROHiIiIiBS3anS+Sqs4M1niTKrh4WHV2u3q6oLH40FfXx8ikQgGBgbQ09MDk0kumx6fZVaMcDgMh8OhWl/jBgYGinpeR0eH8nPqa1iu13cq5Xp9iIhyWrkKeOpnWP5O5s/Tc82tOLnoqvzbW7AQeOpncrtViskyIqp4NTU1mD9/vnKrqanRu0tUBThu8vTGAWVh17J7+UXgjde0iVUkjhsqBscNERFVslXN5S+PaJkLXDcn/XGDwYDa2lrlZuCasyXJVjKwUC6XS1m7KxNBEODxeBAKhZQEUrGzrIaHhwvuaz7jJhgsbh2deAIQKckxqPj6FqKY14ey4/dyKsaMHjcrV2Hpo/8Hhlgs4+ZD+ZZivHM98JNfV3WiDEyWEVE1qK2tTfqlVVvLCrKUG8dNnrQov6hnvAJx3FAxOG6IiKjS3bUAaCnTr6eWWrn9TAwGA+rq6pQbk2Wlcblcys/xdbfylbj/8PAwtm3blvM5giAoSTItEzr5jJv4umqFSnzOhg0bkrap9fqSfvi9nIox08dNw7x5WDgrc5ro8MqOjI8rbloLbA0Aj323aksvJmKyjIiIqBpJEnB6FBg+Kf9bSA3pRK9ovPbAq5Wz1gERERHRTDG7FnAuBZpUPgvUZJTbnT2zzivqRhAE2O125X4gEMjredFoFFarNWlNrnA4nHQ/m3jZwsTyhYlaW1uT4qQSRTFtBpdaHA5HXseQKJ4kFAQhaSYZVH594/R8fYiI8rV8VubHD133vuQHWszA2luAe+8HfvoS8NSzwC23adJHLTBZRkREVC3eOAA88nXgM3cA1uXA6sVAZ5v8r3W5/PgjX8+/1KEkAQdeKXevk+3fV3xij4iIiIiKtqgR+NJy9WaYtdTK7S1qVKc9ys+WLVuUUoJutzuvZFF3dzecTmdSCcL447n09/cDKSUKE1mt1rR9E4VCIXR25lnGq0CiKGLdunV5J8xEUVTKT2YrK6nm6wudXx8ionxlS5Ydb7se43uPAXsGgVeOAaEh4F+fAe5/EFh5ndbdLDsmy4iIiCrdrmeBT90G3P4+4IlHgd0vACOR5H1GIvLjTzwK3P5eef9dP5+63TOn09spt5EIcPaMtjGJiIiICLiUMNvYVvoaZpa5cjtMlBUuMflS6KwoXFpzKxQKwWQyQRTFrDOa4txuN8LhcMbkUCAQgM/nmzKe2+1W1jDLZP369crPmWJs374dTqczx1EVp6urC62trWhra8s5CywYDCqJK6/Xi66uroz7qfn6QufXh4goXyuyJMtiMODt2magdT4wpxmY5uWUmSwjoooXi8UwNjam3GJZFp0kSjQtxk3kFPA3nwPucQB7dhf23D27gXvswH2fl9vJZGJclW4WbHxMn7h5mBbjhjTHcUNERNVkdi3wmcXAPUuA9qbCntveBHQvlZ+fT+lFSZIQi8WUmzSDKgwEg0HlFk9KJc4ywqWZTjabDT6fD4FAQNk/1/pXgiBgcHAQdrsdoiiira0Nvb29yrpioijC5/Ohvb0d4XAYoVDmUug9PT3weDxwOBxJMaPRqJJcikaj8PuzrztsMpmU7eFwGC6XC9FoVDm2bDOuppLPuInH7evrg8fjQXd3NwwGAxwOB3p7exEIBBAIBNDb2wubzQabzQYA8Pv9OZNTar2+5Xp9KDt+L6dicNwAV9QDjVkyRUPnte6NfgzSTPqmQpSnAwcO4Prrr1fu79+/H6tWrdK1TzPZ2NgYBgcHlfttbW1oaGjQtU9U+TQbN5Ikz9CaGAfq6tW70ub1/cDn7gJOHC+9rQULge89DaxM+Rw7PSqXcNTaK8fk16kC8fOGisFxU1n4PY5oZlP7M2BychJvvfVW0mNXX301amunzyJdxy8A4VHg8AXgyHngXMI5wiYjsGQWsKxRnk22sMCZZPETkHENDQ0wGmfGddtmsxnRaLTgREg0GoXFYpkyAZNIFEV4vV4Eg0GIoqjE7OrqgsvlyjiDyu12A4AyW6y3txfbtm1DOBxW+tvR0QGHw5H3rCdRFOHxeLB9+3blGDZs2ICenp4Cjl6Wa9y4XC7YbLak9cVwaaZcX18f+vv7k16Ljo4O2Gy2ovpSzOubrR21Xh+tVOPnH7+XUzE4bmRPHAbePJv++A3NwGeXaNMHvf+Wq9xPN6KZplwn3CstJuMyrlZx6+rLF+uNA8CP/cArIXnNr8RShi1mYNWNwI1W4I71xdVwfn0/8Onb1SuReOI48KcfBZ762eWE2fBJYPv/AwxGQNLwqqkWMzB7jnbxiIiIiGhKCxuBj11KgkkSMBYDJiWg1gA0GKd9xaWyiUS0KXc+VYnEbFL37+npKTlpIwgCvF5v1nKEasoWw263pyXQSlXM65utHa1eHyKiYqyYlTlZdugccGZyZnwvYLKMSE/lPuFeKTEZl3F1iFs/14SlbVfj/MpVGP2j24C2ttLj7XoW8D42dUnE+Nph8fXDOj8AuL4M3HJbfjEip+QZZWqvJTYSAT77SaD3CeA/tgE/2aFPOcTrV0/vb1ZEREREVcxgABpr9O4FERERaW15lnXLRi8CX700ybTJCCxulPctZsZ5pWMZRqIMyj7lM58T7qkKPeFeCTFVilvUdOgqPl7GLU/cmPV9MN57f3FxI6eAb2yUE3PFunM98LVewDxv6v3+5nOlxal0994P3P+g3r3IiuUXqBgcN5VF79IdRKQvlmGsLDO5DCMVj+OmMlTj5x+/l1MxOG5koRHg344V9hxhFrBuPnCdSgWE9P5bjr9piLQUOSWfCL/HUVhyAZD3v8cO3Pd5uZ1Kjsm4jFuBcY2h3xQX9/X9wMfeX3oC65ntcjtvHMi+z65np3eiDADucOjdAyIiIiIiIiIiAnB2Evj+0cITZQAgnge2vC0//+xkOXqnLSbLiLSi5Ql3PWOWIa7hzdd0iavX8TJuBcWNrx124nhpMePia4dli+19TJ04leqmteqW4SQiIiIiIiIioqIcuwA8PAiER0trJzwqt3Psglo90weTZURa0PqEu14xyxS37i/uRMOhg5rH1et4GbdC4pZ77bDU2W1vHCh8ll61cd6ndw+IiIiIiIiIiGa8YxeAx4eAEZVmhI1Myu1Vc8KMyTKictP6hLteMcsY1zAaxZKv/Q8YR6OaxtXreBm3QuJ+Y6N6yblUJ44D3+xJfkyv8osLl8hriH34jvLGuXN9aevUERERERERERFRyc5OAr63gXMxdds9F5PbrdaSjEyWVQCfzwer1Qqz2azcHA4HgsGgJvGj0Sh6e3uVPhgMhpL7IIoi3G43bDab0qbVaoXD4UAgECi6r3q/VkXR+oS7XjHLHLfu1B+wwPuI5nH1Ol7G1TmuFmuHPbNdjhP3Sqi88VK1mIEnfgi88Fvg3vuBb/0zsGBheWItWAh8rbc8bRMRERERERERUd52nFBvRlmqkUm5/WrEZJmOwuEwzGYzPB4PXC4XIpEIIpEIQqEQBEGAzWaDw+FANJplNo0KAoEA2tra4Ha7sWHDBoRCIUQiEezcuRPRaBQ2mw02m62gNl0uF6xWKwDA4/FgcHAQkUgEmzZtQjAYhMPhQHt7e0EJrkp4rYqixwl3PWJqFLflhZ9j9su/0jyuXsfLuDrG1WrtMN8/yv9KErB/nzYxE9k+DtTWyj+b5wHfe1pOoqmpxSy3a56nbrtERERERERERFSQA6dLX6Msl/CoHKfaMFmmk2AwCKvVitbWVoRCITidTmWbIAjweDzwer0IBAKwWq1lSQK53W4lwRQKhdDT0wNBEGAymWCxWNDX1wen06n0NR82mw2iKGJwcBAejwcWiwUmkwkmkwl2ux2Dg4MwmUwQRRE2my2vhFklvFZF0/qEu14xNYw770f/qktcvY6XcXWIq+XaYS+/CNzWCXQsB7KVGS2XkQhw9kzyYytXAU/9TL0ZZgsWyu2tXKVOe0REREREREREVLTns6xGorZdw9rEUROTZTqIRqNwOBwAAL/fD5PJlHE/p9MJp9MJURSxbt06Vfvg8/nQ2yuXxPJ6vbBYLBn383q9MJlMCIfDcLlcU7bZ29sLURSnPCaTyQSPx6PcjyfXsqmE16poWp9wf+M1fWJC22Nt2r8Xhrd+p3lcvY6XcXWIq/XaYQdfB6Iqr8eWr/Gx9MdWrgJ+8mt5jbFS3LleboeJMiIiIiIiIiIi3R27AIjntYk1cA44fkGbWGphskwH3d3diEajsFgsWZNUcW63G7hUhrCUtb4SRaNRJfFlMpmSZmplsmnTJuBSgi0cDmfdb/PmzRBFEWazWUnEZdLV1ZV0PzF5lkrv16okWp9w3/ED4Ec/0D7m2TOax617ZrsucfU6Xuz4AXDmtPZxf/R9ebZT4Pvaxv3BFmBIBL7v0zau+17gq3+j/eusp/qGzI+b5wGPfRfY6gduWltYmzetBbYG5OdXYenFuro6tLW1Kbe6ujq9u0RVgOOGiIgoM4PBgIaGBuVmMBj07hJVAY4bKha/l1MxZtK42Vvm8oupyl3uUW0GSZIkvTsxk0SjUZjN8nowPT09UyaK4trb2yGKIiwWC0KhUMl9cLlc8Pnkk9B2ux1+/9RJnXA4rJRhdDqd8Hq9afskHlfcVEMr8YtOtuPS87U6cOAArr/+euX+/v37sWpVgbMjPnMHsPuFovtARFRWLWYgNATk84fnG6/JFwC8GpLXVhtJmAnXYgauXw3cYAXucAArrytrt4mIclHlexwRVS21PwMmJyfx1ltvJT129dVXoza+7isR0TTFzz+i6ec7Q8Bb57SLd81s4N5l+e+v999ynFmmsXiSCgA6Ozvzeo4gCMClpNVUJQvztX379rS284mPlP4nylYeMR+tra0ZH6+E16pokgQceEW/+EREuVy/Or9EGSAnwO5/EPjXZ+QE2yvHgD2D8r+hIfnx+x9kooyIiEhDhf69k8/+5WiTiIiIiPQnScBRjcsiHjkvx60WTJZpbNu2bcrP+SaYEpNVwWCwpPiiKCIajRb0nNR+ZutDfH0zk8k05Wy11D+ospVX1Pu1KsmZ08kzL4iIKs0N1uKeZzAAc5qB1vnyvyyJQkREVcTn88FqtcJsNis3h8Oh6d8OavXB4XDAYDDAZrMpJfMT/9YTRRGBQAAul0uJoUeb5Th2IiIiIirMWAw4F9M25rmYHLdacN6sxhLX/Mo2oypVYqKo1DKMqYmyefMKX08mHA6nrTuGSyUac61/hgxJrPj6aZnixOnxWpVkYly/2ERUfb75D0BdA7DpS9rFvKOwk1tERETVLBwOY926dWhtbYXb7Vb+bhFFEV6vFzabDXa7HVu2bCmpaoYefQgGgzmTTbkuaCx3m5Xw+hMRERHNZJM6zfDSK24xmCzTUOqMqnxKICIlodXf3696v/JhMpmURNuePXtKaitxzTOPx5Pxdajm1woAUFevX2wiqi4tZuDT98gztHb8ANizu/wxb1rLkolZTE5OJl1YYjKZWJOfcuK4IapswWAQNpsNgiAgFAolJWMEQYDH40F7eztcLhfC4XDaPtXeh66uLvj9flWPqZA2K+H1L4Uhwyx6Lv2eP0mSMDk5qdyvra3N+JoSJeK4qQyZPusq/X3g93IqxkwZN7U6/ffVK24xWIZRQ4WWP4xL/EOh2DYytQUAp06dyut5qaU3itXb26vMGPN4POjp6ckZrxBqvlYlmdMsnwAnoupRWwd89BPAFQu0jZu4dpjrPm1iOjWKU4UuXryIkydPKreLFy/q3SWqAhw3RJUrGo0qpQKnSu7Eq2SIooh169ZNiz5YLBb09fWhr69PteRToW1WwutfKqMx/bRJ4kl8mlo86RG/MdFI+eC4qQyZvtNm+kysJPxeTsWYKeOmwQg0afxfuMkox60WVdRVAoDh4eGSni8IQsl/KBWahIpGowgGg3A4HHC73cofWNkSZWop9bUqicEArLpR25g3Wotfg6iUmE//QvO4sfdYdImr1/Hixg7gP/5L+7irO4AfvyjH11LH+4FfvgZY36dt3Pd+EPj29wH7n2sbN/F9veUj5S+PeOd64JbbyhuDiIioQnR3dyMajcJisWRdKznO7XYDl0oGBgKBquiDx+PBwMAA/H4/vF4vvF4v/H4/IpEIQqFQxvL5WrZZCa9/qQwGQ9rV5WfPntWtP0REWjl37lzS/ZqamoqfWUZE2RkMwOJGbWMumVVdS91Pv/mEFSw1eVNM0kqN2VLr16+Hz+cDUtYFyyZ1n3yTUO3t7Wmz0JxOJzweT85jr5TXKu53v/sdxsdzr0NmMBhQV1cHAFhx1bWYvfsF1fqQy+R7bwYkCbWvardW2+R7b8bFlatQ894PaRo39v4/gvEGC7D2j4EZcLyT7/0QLl5zneZx8f4/Bq67AdL7b4bhFe3Kmk5a3oeL865ErfV9qAn9Rru4q1bj4tgYDLf9CeqfeFSzuLjDgfHx8ctXS27636h/6ZcwvPN71UNJV74L4w/8PTA2BgCoq6tLuzJwcnKyoKuoDAYD6uvTS88mHVMeampq0k5ExWIxTExM5N0GVDimsbExXLx4ETU1NWnbqvWYMA3fJ1TYMY2NjUGSpLSTB9V8TKiQ9+mdd97ByZMnYTQaMx5TptkdAwMDefePprdoNKokXfJJ8AiCAEEQIIoiNm/eDLvdXhV9iD9HTWq0WQmvv1rmzJmT9Pfl6dOnMX/+fF37RERUbmfOnEm6P2fOHN36QkTqWD4LeOtcHjuqZJnGyblSMVmmIV3LAiZwu91KsizXos1IWWOsEIknKuKzy7q7u+Hz+XIu3lwpr1VcvHRIIR7/H1/EF8vSm8wO33gTDADaNI45PjiIhtXv1TRu7GN3yT/c4QA0TGrodbx6xY3PcJr4yCdQ/+Q/aBY2fryzOz6Ipb5/1Dwu6mZh2ao1aDqwt/xBL60ddkQUkxLyDQ8+hmVuF2rOjKoW6uKcuTj84GMYi4wAkREAQFtbGxoaGpL2i0ajOHnyZN7t1tfXZzyZduTIkbwuMoibP39+2kmniYkJDA4O5t0GVDimyclJnD59GmZzeindaj0mTMP3CRV2TPGETWoyp5qPCRXyPn3729/G448/nnc8okTxv3kAoLOzM6/nxJM14XAYoiiWnDCqhD7oZTod+9y5c5P+Rr1w4QLOnDnDE8dENG2Nj4+nzSzjZx5R9VszFwjmtyqTKixztYulBpZhnIEEQUgqgZgrYRYMBkv+I8VkMsFutyuLNQcCAbS1teU1s61avWO+Auj8gCaxzl2/BuMrrsLYiqtwbtUaTWKef48V4yuuAgBN455dtRrS1dfKd1au0vw1hsbHq1fceBIHAKRrrtPleCfartbl/QWAU/a/0CRutrXDxlZchcMeLybmXaFKmIl5V+Cwx4uxhGMkIiKa7rZt26b8nG+lisS/e/K5sLAa+qCX6XTsTU1NabPOjxw5kjbrgohoOpicnMTbb7+dVgVg9uzZuvWJiNSxqBEQZmkTq70JWMiZZZSNWosqq8Hj8SAcDiMYDMLlcmUtV2Oz2eDxeLB582blsVISZ4IgYMuWLXA4HIhGo7BarQiFQmn16yvptSqJ6z5gz+6yhzll/28JP/+FJjNiohs+m9IHbeL+4a7PYGHiAzq8xtDwePWKm5rE0et49Xp/z970QYz80W1o+cXPyxc0x9phYyuuwuC3f4gF3kfQ8kLx/Rj549twwnU/YnOnyecqERFRnhIvzGttbc3rOYl/h4RCpZe/roQ+6GU6HbvBYEBLS0vScgGSJOHtt99GY2MjmpubMXv2bNTU1KSVr53pYrFYUvneyclJvkaUE8eN9uIlu0dHRzE6OopYLJa0vbm5OWOpeiKqPrfOA8Qj2sSpNkyWaSj1D4RoNFpwUkjNJFJfXx/cbjd6e3vR3t4Or9er1JIPh8Nwu92wWCyw2+3KYsso4A+dbOx2O0wmk1LG4v9v7+5iHEvTwgC/7pmeniW7jN0zO8ustrW0K9Jqf0RQVQ9Rsgor1C4EIcAmlGeElFygVZcFF5EikbL6hl24abkikijASvaAkpsITbuSLBAISrkvVgGhsFMWQQMIacsNml02DDtd5ifD9vy0c9Ftr6vKrnK5/HPs8zxSSXb7+Jzvs98+57x+z/m+YrF4rFiXtM+qXq/HysrKqcv1z1n2/ve/P+LZZx8OZfdr9Ym15ah3f+BH4tkX/vk3/+Hq1Xj3lf8Vj/36f53aNuOHXoinf+RH43L/VUYz2G77u783/vbv/6PD//g93xcP/smPxIX//l+mtt1jn3E87O+Dvd+ay3Zn8f32F3EuXrwYz774L6a+3aP9zWQyEfn87P8Pdd36ueh8+runMndYfOC5iJ/a7j390Ic+NHzuns//53j7i/8zHvuln4sLr/zOyJt4cO0fxLuf+Zfx5KfW48NDlunur/pls9l43/veN/J2hk3wfGKfBhiUeF28eDGuXj3b4KPn7dP9+/fjtddeG/jaovYplvB7ioT16f79+/HVr3712L8vcp8iId9TuVyOz3zmM2ees2ycIbRZLkfnTh71gr+nn/5mVv/KK+ebszUJbZiXZez7s88+G++880781V8dHib7G9/4RnzjG9+Iv/iLv5hb25Ks0+kc2t9nMpmhxwboEjfJcunSpXjuuedGWBJYBB9/38PhEZuTm/njmNVvjfjYAo7cqlg2Q5Mo3py3UHVUpVKJUqkU1Wo1SqVS70q5a9euRblc7hXP+q+gm8S48S+88EJvDPtWqxW1Wi02Nzd7ryfts/roRz8aH//4x8d782f/TcTv/lbEn39tYu3p+cBz8dhP/2w8dmQ+kfjpfxvxyu9MbZvxU9vxxBNPHH9titt9++n3x+s//q8HniBf+NzPPrz7aJafcUTEvLY7g++334ULFx7OWTPl7Q7t7zz+Dz16Lf7TFyJ+9Psj/vJgctt8KhfxH/9bRO6bPwYN/P/U73t/8OHfH//hw8Lh7+9FvPp7h9v1VC7iE98Z8R1rET9YjAsf+dhYYy0//vjjx36QHsepfRpBL/bO6ax9GnbF5CL3aRh9GmycPg06Pi16nwaZdZ+uXLkSV65cmcq6WW7jzoHcn4ecdx7lWbah0WhEtVo9NHRhPp+PUql0KM86i/OsMwmf/6RlMpn44Ac/GBFxrGAGsKwuXrwYV65ccVcZLJl/9oGI/Tcj/vL4tYfn9tTjD9e/iBTLZuho8ebevXsjFYX6k4RpDE+Yz+ejUqlEpVIZqQ3r6+vn3ubRu7R2d3cPJVxJ/azGknv64Q/jM/jBfa7bnOJ2O9+aja/8zH8YPozckvXXdhOy3Xg0L94v/4+IH/unkynWfeC5h9v8yJjF9498LOIjn334uNOJ+H9/E/HW/YgnLkX8nfdGuNoSACam/4LBpLbhjTfe6OVn5XI5Xnrppd4oHrdu3YpSqRTlcjnq9XrvQsjTTGOd45jU5/9Hf/RH8dZbb5263NFRQp599tmIiHjrrbcO3eHSvfvtr//6rw8NE9e/nqMXUBy9S2YUk1jPsLtxJrGeUdfR6XR6n38mk4knnnji0LoWsU+TXo8+HXdS3CxqnybZlkmt56Q+RUS85z3viWeeeSYePHgQ9+/fH7qexx57bOAIAG+//fbIbYlHhbmjw22+8847A/e1wwzb3x/dl58mSX3q/h84Sp8m16ejw47GEvTptO/p8Yj4sW/LRPXPLsbfPpjcb0nvudCJH/u2t+Pxdzvx2tdej69//etnHiVknhTLZuho8WbUK+X6g2QSd3Wd1dEhNAYlRN1hG+NRQnVa0nT0s+gfz37Q64vyWQ01jx/c5/Uj/xS2+3b15bh/8ZTZJ5eov7aboO12t/3rvxPxM1sRv3p7/G3+0AsP79o7qTh3FplMxHvfFxGjD4cGAGlxtNAyzoV0572zaRZt2N7ejmq1euxOr2w2G5VKJVZWVqJUKsX6+nrs7u6OVNyaxDqT8Pl3jTMs62c/+9n43Oc+FxERX/nKVwb++Nr94evdd9+NBw8e9J4PugO3/4f/UR0tKnW3NeiHpWEymczAu4rP+sPdefrU6XR6P8wNujNlEfvUb1m+p35J6FM3bi5cuDCwILSIfepK8vfUvWig25ZhQ40f9cwzz8Qzzzxz6N/efvvtuHv37shtiYi4evXqsc+43W7H17/+9ZHXMWxuu2H78mGS1Kcnnnhi4G+c+jS5PnXvHO+36H0a9Xv6gc6l+I34ULwZx4fgP6tvibfjHz/4SvztV+/H3Yj4+Z//+fiFX/iFc693lhTLZmx1dbVXGBr1Srn+5Z5//vmptW2Y/kLW6urqwETn+vXrvWSm0WjE/v7+icWqQXeOHbWIn9WJ5vGD+7x+5J/wdjvf8t6IUQ4KS9Jf203YduPR3W3/7pcifqgYUfv3Eb/726O/97s+GbH5rw7NAwcATFcShvCbdhvy+XzcvHkzNjY2hi6zubkZlUolWq1WFIvFODg4+S79Sa0zCZ//tGUymXjsscd6BaDuj+WXL18+NPdaPPox/U//9E/PtP4Pf/jDx65Qf+ONN850x93Fixfj27/924/9+5/8yZ+c6Qr18/TpnXfeiTfffDMiIp566qm4evXqoX4tYp/6Lcv31C8JferGzXve85548sknD7VpUfvUldTvqVuYzGQy0Wq1zly8AxbT05n7Uezcjd+OD8SX46mx1/N34y/jk/Hn8WTm+F16i2Sc6Uw4h/6r7o7esTVM/3InJS3Tsru723t88+bNY683m81jydDRO8WOOnrwHlRYW8TP6lTdH9x/sf7wB/Sz+K5PRvzizsP3j/Mj/yy3OeHtdm9l7v6dOLHvEvTXdqez3QfX/uH42+36nu+L+OXfjPiN/x3x4z8Z8cnveTicY7+ncg///cd/8uFyv/ybCmUL5Ez7G3hE3ADzUK/XR8p5usu02+3eaCCzXGdadH9k7g6f1P/32GOP9V4f9W8S6+kOe3T0r/9H8Wm35cKFC72i4qVLl5aiT8v4PSWtT924uXjx4rG4WdQ+Jf17GnQX3yLKOC9nDGmPmyczD+J65mvxffFaPBdvnum9z8Wb8f3xWlzPfG3hC2UREZnOWQfF5Vza7Xbkcg9/WN3c3IxqtXrqe7r/QfP5/MTG7SyXy1Gr1eLatWtRr9dPHBYjl8tFu90euv1Wq3VsDrLT7iwrlUpRq9V6zyuVSmxtbR1aZp6f1R/8wR/EJz7xid7zV199NT7+8THnGDrJH/9hxK/VI35/L+LV3zs8H9NTuYhPfGfEd6xF/GDx4VxFi7pN27XdZdtuP3OHASTKzM7jSLRGo3ForuVR095arRalUunM70tqGwa14+Dg4NzzO5+2znn2/eg+oF6vH8tXB8mMOGfZacwJM5w+DaZPw+nTcPo0mD4Np0/D6dNh//etTPyfv7kQr92/EH92/0K82VcD+5YLER+89CCuXHoQf++9D+Lbnhjet9dfH2/Osv4htGedyxmGccay2WwUCoVoNBpx+/btUwtAjUaj93iUK/Z2dnYin8/H6urq0GVarVZsb2/31n/r1q2oVCoDl63Var27xur1+sBl8vl85PP5aLVaUSgUolwunzpfWH+/4lEx7Khpf1aJ8JGPRXzksw8fz+oH93ls03Ztd9m228/cYQCQOEeHfW+322cuEJ23oJSENsSAUTwajca5R+E4bZ1J6XtExEc/+tFz/cgy6Ievs7pw4cLAuY7OatBcR+PQp8H0aTh9Gk6fBtOn4fRpOH0abNZ9+vCliA8/+omr04m4/yDinU7E45mISxciMpkLIw1YeOXKlbhy5cqZ2jiJz+s8FMvmoFqtxtraWrTb7djZ2TkxUekWiFZXVwcWlLra7Xasra31hiEcdKdW19HE5ehYyf3r7Badtra2TizAVSqVKBaLUS6XT500utFoHBousVqtDk2EpvFZJdY8fnCf14/8Z9zu66+/Hp///Od7z3/iJ36id6XnNLc7MbY7l+1OLG5IFXHDOMQNJM8kCi1H86ZFbMOgdXzpS186d7HstHUmpe/Mn2Mk4xA3jEvsMA5xM1wmE/HkY/NuxQx1mIt6vd6JiE5EdPb39wcuU61WOxHRyWazQ5cZtL7ue06Sz+c72Wy2s7m5OfD1g4ODTj6f70REZ2tra6Q+bW1tdSKiU6lUhi6zv7/fW++o6570ZzWKV1999dDn+eqrr557nYzP98E4xA3jEDeMQ9wki++DzqN8pj8ORs0RKpVK7z2rq6uJbMPe3l4vn6tWq2dux6AccNLrnOfnbx+QLL4PxiFuGJfYYRziJjnm/V2cfr8cU7GxsRG7u7uRzWZjbW3t0Pxd7XY7SqVSlEqlKBQKcffu3VOHNTx65d5py+/u7vYe7+zsRLPZjFarFTs7O1EulyOXy8W9e/eiXq8PHaLxqEqlEvV6ParVauRyuSiXy9FoNKLZbEaz2Yzt7e1YWVmJVqsVq6ursbe3N9K6J/1ZAQAAy+1oftQdWv40/fMenzevmFYbbty4Ea1Wq5cLjbreYe2axjqT8PkDAMBZKJbNUbe4U6lUegWmXC4XV69ejXv37sXu7m6vSDTKurrDLubz+aHzi3Xl8/k4ODiIlZWVuHXrVly/fj1WVlbixo0b0Ww2o1qtxsHBwZmH59jY2Ij9/f146aWXesM4Xr9+PdbW1uLWrVuxsbER9Xo99vb2ThzWcVD/JvVZsXiOTmJ51kktSSdxwzjEDeMQN5BM/fnGvXv3RnpP/3LPP/98ItvQP6T9WdcXEbGysjKTdSbh82f+HCMZh7hhXGKHcYgbusxZNmfZbDY2NzcnMsdWpVIZ+S6wrq2traFzm53HxsbGucfBP2qSnxWLpdPpnPgcBhE3jEPcMA5xA8lUKBSi2WxGnKEY1L/cJPKZabQhn8/31lmpVE69YPDodl944YWZrDMJnz/z5xjJOMQN4xI7jEPc0OXOMgAAAJbOzZs3e4/39vZGek+3uJPP5ycyDOA02lAoFGJjYyM6nc5IFz72D8FfKBQGFsKmsc4kfP4AADAqxTIAAACWTjabjUKhEBERt2/fPnX5RqPRe1wul09dvjv386zbUCqVYmdnZ+R5wHZ2dnqPh41EMo11TvvzBwCASVIsAwAAYClVq9XIZrPRbrcPFXiGLRuP5to6aej3drsdKysrUSwWY21tLba3t2fahnw+H1tbW3H9+vUT1xURUavVekMbbm1tDZ03ehrrjCl9/gAAMA2KZQAAACylfD4fL730UkREFIvFoXNn1Wq12NnZiWw2G/V6/cR1NhqNQ+u5devWzNvQvZtrfX196N1gOzs7USqVIiJic3Pz1Pmtp7HOafQdAACmQbEMAACApbWxsRG7u7uRzWZjbW0tarVa77V2ux2lUilKpVIUCoW4e/fuqXNlHZ2fa5S5tSbdhng0D1g+n49cLhflcrk3LGSj0YhisRjFYjGy2WxUq9XeXVvzWOc0+g4AAJOmWAYAAMBS6xZiKpVKVKvVyOVykcvl4urVq3Hv3r3Y3d3tFXRGWdfW1lbEo0LZqHdCTbINXdVqNXZ3d6PVasWNGzdibW2tdwdXpVKJu3fvnnlIw2mscxp9BwCASXp83g0AAACAactms7G5uTmR+bAqlcqpQxBOuw1dhUIhCoXCxNY3rXVOo+8AADAp7iwDAAAAAAAgtdxZBgPcv3//0PMvf/nLc2sLEfv7+8eeP/HEE3NrD4tB3DAOccM4xE2yHD1vO3peByw3uVyyOEYyDnHDuMQO4xA3yTHvXC7T6XQ6M90iLIBf+ZVfiU9/+tPzbgYAAOf0hS98IX74h3943s0AZkQuBwCwHGadyxmGEQAAAAAAgNRSLAMAAAAAACC1DMMIA7Tb7fjiF7/Ye37lypW4dOnSXNsEAMDp7t+/H6+99lrv+ac+9anIZrNzbRMwO3I5AIDFNO9cTrEMAAAAAACA1DIMIwAAAAAAAKmlWAYAAAAAAEBqKZYBAAAAAACQWoplAAAAAAAApJZiGQAAAAAAAKmlWAZwBjs7O5HL5aLdbs+7KSRQu92Ocrkc6+vrkcvlIpfLxfr6epTLZTGTIrVaLdbX12NlZaX3Vy6Xo9VqzbtpJJR9BwBMn1yOkzgfI+RyjMn+Y3kolgGMqNVqRbFYdKBjoEajEVevXo2IiGq1Gnfv3o16vR7ZbDa2t7cjl8vF9vb2vJvJFLXb7V4yVS6XY39/P/b392Nvb6/3Wq1Wm3czSRj7DgCYPrkcJ3E+hlyOcdl/LJdMp9PpzLsRAItgZWWldzXRwcFBZLPZeTeJhGi1WrG2thZ37tyJ1dXVY6/XarUolUoRj06eNjc359BKpm1tbS2azWbs7+9HPp8/9nqpVIparRa7u7tRKBTm0kaSxb4DAGZDLscwzscIuRxjsv9YPoplACPoHty6VxJJsOi3vr4e6+vrsbW1NXSZ7sl3RAw9AWdxdU+CNzY2ol6vD1ym1WrFyspK5PP52N/fn3kbSR77DgCYPrkcJ3E+hlyOcdl/LB/DMAKcolarRavVinK5PO+mkFCNRiPK5fKJt9Z3k/R4NF8Cy6VarUZExPPPPz90me5JcavVikajMbO2kVz2HQAwXXI5TuN8DLkc47L/WD6KZQAnaLVaUalUhl5dBP3zHnRPsge5du1a77Er0ZZLu93uXSk2aOiFft0kyz4F+w4AmC65HKdxPoZcjnHZfywnxTLgRNvb25HJZHrju4+rVqvF2tpa5HK53l+xWEz8FTnr6+u9iTkZXZriJpvNxsbGRmSz2ROvWL13796h9zAZSYi1V155pff48uXLJy7bf0Ui85OEuLHvAGDaknC8mye53HjSFDfOx+YrCbEml1tMSYgd+4/lpFgGDNRqtWJ9ff3cw1U0m83I5XJRqVSiVCrFwcFBHBwcxN7eXuTz+VhfX49isXjoioykKBaLUS6XT726iG9Ka9zU6/U4ODg4cbLW7tVqccrwDowmSbHWf4I+6slvf1LG7CQpbsK+A4ApSdrxbh7kcmeX1rhxPjZ7SYo1udxiSVLshP3HUnp83g0A5q/dbscrr7wSrVYr9vf3o9FoHNqZj6vRaMT6+nrk8/nY29s7dOKRz+ejUqnEyspKlEqlaDabx5aZp+54wycd8NJO3JxN97b8fD4fGxsb827OQkl6rCUl0eewpMfNqOw7ADjJshzvJkkudzpxczbOx8aX9FiTyyVX0mNnVPYfC6YDpN7u7m4nIjrZbLZTKBQ6W1tbnf39/U42m+1ERCciOvv7+2da58HBQe/9e3t7Jy67ubnZiYjO6urqOXsyGXt7e518Pn/s3/f393ufx8HBwVzaliTiZnSVSqX3mZzWL45Leqz1f7+ntWNjY6O3LNOV9LgZhX0HAKdZhuPdJMnlRiNuRud87HySHmtyueRKeuyMwv5j8fjfDQx1ngNQ9yRilINKf+JSr9fP0eLzOzg46OTz+YH9lWCNJo1xc5L+EzwnR5OVlFg7S4JVKBQkWHOWlLg5jX0HAOexKMe7SZLLnV8a4+YkzsemJymxJpdbPEmJndPYfywmc5YBE9dut2NnZyciIgqFwqnL5/P53kSpt27dGrpcsViMTCYzkb9h4xsXi8WoVCq99jA7ixw3wzSbzUO395szIRkmHWvjDMmwCMPNcNi09lGD2HcAMC+LfE4ul5ufRY6bYZyPJZNcjnHJ5xiFOcuAiavVar3Ho05emc/no9VqRbPZjFarNTDBuXnzZqyvr0+kjYMOjNvb28YQnqNFjZthuuNgb2xsRL1en8j2mYxJx1r/49PGvL93796x97AYprWPOsq+A4B5WtRzcrncfC1q3AzjfCy55HKMSz7HKBTLgIl7+eWXe49HveKm/4DTaDQGTsa8uro61asxqtVqtFqtQwfQYXK5XO9xvV6XlE3AosbNIDs7O1EsFqNarQ5sU7vddjXaHE061q5du9Z73Gq1Toy3bgLW/x4Ww7T2Uf3sOwCYt0U9J5fLzdeixs0gzseSTS7HuORzjEKxDJi4ZrPZe3z58uWR3tN/sNjb25tKu06zv79/4uvdg153WVcTTdaixs1ROzs7cePGjaG32m9vb8cbb7wRlUplLu1j8rGWzWZ7V5y1Wq0T19N9vbsvYXFMex9l3wFAEizqOblcbr4WNW6Ocj6WfHI5xiWfYxTmLAMm6ujJxahJyNNPP917/Morr0y8XZM26oGV0SxL3NRqtSiXyyeOSf2lL31p5Fv+mbxpxVp3DoTd3d2h6+ienOfz+TMNA8P8TXsfZd8BQBIsyzn5aeRyk7UsceN8LPnkcoxLPseo3FkGTNRpYzwP03+1xrjrmKV79+65dXqCliFutre3o1wux9bWVm/S2KPeeOON2NnZiZs3b868fTw0rVjb3NyMSqUSjUZj6Fjm3SSsWq2O1QbmZ5r7KPsOAJJiGc7JRyGXm6xliBvnY4tBLse45HOMSrEMSJzupKlJ0m63D41vvLOzE5ubm5KsBJln3HRPjrqPTzPrcfeZrGGxtre3F2tra7G2thb1er13xWG73Y4bN25Eo9GIarXqSsSUGhQ39h0ALBu5HOOQyzErcjnGJZ9LB8MwAhN19OAxTgIy76vK+m1vb0cmk4lcLheNRiOy2Wxks9m4detW5HK5yGQy0Wg05t3MhbfIcdNqtXonR6MwP8J8TTPWstls7O/vR6VSiXK5HCsrK7G2thbXr1+Py5cvx/7+/qkTApNM04gb+w4AkmaRz8kHkcvNxiLHjfOxxSKXY1zyOUblzjJgopKUHE3C1tZWbG1tzbsZS2+R4yafz0en05l3MxjRLGJtc3NTIrVkphE39h0AJM0in5MPIpebjUWOG+dji0Uux7jkc4zKnWUAAAAAAACklmIZMFHGfWcc4oZZEWuMQ9wAkAaOd4xD3DArYo1xiR1GpVgGTNTly5cPPR/nVmcHsfQRN8yKWGMc4gaANHC8YxzihlkRa4xL7DAqxTJgoiZx8Dh6EGP5iRtmRawxDnEDQBo43jEOccOsiDXGJXYYlWIZMFFHDx737t0b6X39V3W4WiN9xA2zItYYh7gBIA0c7xiHuGFWxBrjEjuMSrEMmKijB49Rb23e39/vPc7n8xNvF8kmbpgVscY4xA0AaeB4xzjEDbMi1hiX2GFUimXAxK2urvYej3q1Rv9yzz///FTaRbKJG2ZFrDEOcQNAGjjeMQ5xw6yINcYldhiFYhkwcYVCofe41WqN9J7+5TY2NqbSLpJN3DArYo1xiBsA0sDxjnGIG2ZFrDEuscMoFMuAibt582bv8d7e3kjvaTabEY9ua3ZrczqJG2ZFrDEOcQNAGjjeMQ5xw6yINcYldhiFYhkwcdlstnfFxu3bt09dvtFo9B6Xy+Wpto3kEjfMilhjHOIGgDRwvGMc4oZZEWuMS+wwCsUyYCSjTn7ZVa1WI5vNRrvdjp2dnVOXjUfjB29ubp6rnSSLuGFWxBrjEDcApIHjHeMQN8yKWGNcYodJUywDhuo/6Iw6+WVXPp+Pl156KSIiisXi0PGAa7Va7OzsRDabjXq9fs4WkwTihlkRa4xD3ACQBo53jEPcMCtijXGJHaYp0+l0OvNuBDB//bcXt1qtqFarvbF549EBpVQqRT6fj2w2GxER165d6z0+ab3FYjEiIiqVSu9qjHa7HeVyOWq1WhQKhajX66eui+QRN8yKWGMc4gaANHC8YxzihlkRa4xL7DBrimVARERkMpmIR2P4jqLdbke9Xo+NjY2Rlr19+3ZUq9VDV20UCoUolUq9MYNZPOKGWRFrjEPcAJAGjneMQ9wwK2KNcYkdZk2xDAAAAAAAgNQyZxkAAAAAAACppVgGAAAAAABAaimWAQAAAAAAkFqKZQAAAAAAAKSWYhkAAAAAAACppVgGAAAAAABAaimWAQAAAAAAkFqKZQAAAAAAAKSWYhkAAAAAAACppVgGAAAAAABAaimWAQAAAAAAkFqKZQAAAAAAAKSWYhkAAAAAAACppVgGAAAAAABAaimWAQAAAAAAkFqKZQAAAAAAAKSWYhkAAAAAAACppVgGAAAAAABAaimWAQAAAAAAkFqKZQAAAAAAAKSWYhkAAAAAAACppVgGAEuq1WpFJpOJXC4X6+vrUavV5t0kAAAATiGXA5i9TKfT6cy7EQDAdLTb7bh161Zsb29HRMTq6mrcuXMnstnsvJsGAADAEHI5gNlSLAOAFFhfX49GoxHxKMna29ubd5MAAAA4hVwOYDYMwwgAKVAul3uPm81m7OzszLU9AAAAnE4uBzAb7iwDgJTI5XLRbrcjIqJQKMTu7u68mwQAAMAp5HIA0+fOMgBIic3Nzd7j7jAeAAAAJJtcDmD6FMsAICVefPHFQ88N3wEAAJB8cjmA6VMsA4CUWF1djXw+33terVbn2h4AAABOJ5cDmD7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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plotting.mse_r2_plot(\n", + " lambda_values,\n", + " train_mse_ridge_list,\n", + " mse_ridge_list,\n", + " train_r2_ridge_list,\n", + " r2_ridge_list,\n", + " labels={\"xlabel\": \"$\\\\lambda$\"},\n", + ")\n", + "for ax in axs:\n", + " ax.set_xscale(\"log\")\n", + "fig.savefig(os.path.join(FIG_DIR, \"ridge_mse_r2_lambda.pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "eb7b53db", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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X13GPufDCC3XnnXfqoosuksYKBpFIZNZjBfLtj//4j/XrX/9abrdbo6OjSqfTqqqq0he+8AUKXihZixYt0te+9jV9+ctf1pe+9CX19PRMuF+myLVkyRJp7HX9oUOH9Oqrr2rnzp1KJBIFjRsAUPwodqHonXHGGWppaZHH49EPfvAD+43wf/3Xf+ld73qX2trapHE3Rv/gD/5A3/jGN/TlL39ZktTX16d77rnHXiQbKEYVFRVyu92qq6vTSy+9JI29WcgUvC644AI9+eSTes973qN3vetduu2227Rx40bpqCklgLls+fLl2rp1q/7rv/5LmzdvlsZuCO3bt0+tra36xje+oba2Nrvoe8opp+gzn/mM/vEf/1FNTU1Kp9N67LHH9Nvf/tbhKwFyd84556iqqko7d+7Url279Mgjj+jw4cNZ+2Ruih48eFBnnnmmXC6XvabXueeeq6GhId13332OxA9krFq1SslkUl1dXXruueeOu7/X69U3vvEN1dXV6cUXX9R3v/vdgsQJ5Eum0JspXmXWLxpf8Prc5z5nr+H11a9+VT//+c+zjgGK0c0336zPf/7zkqTh4WFVVlZOuN+pp56qxYsXq7a2Vhq7ZzN//nxdf/31CofD2rJlS0HjBgAUP4pdKAmmaWrt2rWqrKzUj3/8Y+3evVs//elPdfrpp9tvMsYv5F5VVaXNmzfrK1/5iiTpe9/7Hmu5oKhlirlvvfWWHnvsMWnctEEXXnihdu7cqfPOO0+xWEwLFizQ2rVrpbEbo263W2+++aYOHDjg4BUAU8vc8DnjjDP0oQ99SBpXqF24cGHWqN3xN4cqKipUV1enz3/+8zrvvPOUSqX0xBNPOHINwHRlXsM88MADuvTSS+V2u9XQ0KB58+Zl7Zf5ez9//nydeuqpkmQXxM455xydffbZuuWWW/S///u/Bb8GIDMt1Qc/+EG5XC49+OCD+r//9//m9Lrjfe97n+655x5J0r333qsnnniCAgCKxvjpOsdPPzu+4PX5z39eN998s0zT1KOPPqpbbrnlmIIX6xehmGRen2emMPzXf/1XfeQjH5lw31deeUWHDx9WXV2dJKmyslLpdFpPPvmkTjnlFG3evFn//M//XND4AQDFjWIXSkZ9fb1d8Lrrrrt0//33y+/3T7omQFVVlTZu3KhVq1ZJY2tiAMUqk+cXX3xx1k2gzJuNoaEhvfzyy/J4PEokErrkkkv01FNPacGCBdq7d689hQowVx29RpHGzf2/YMECnXvuudJYoevofV0uly655BKdeeaZ0lhxDCgGLpdLqVRKVVVV6unp0a5du+xPSk92wz9zQylTEHvooYcUj8clSVdeeaVee+01igVwxIc//GF1dHRIkv7u7/5OmzZtOu5NfMuydOmll+rOO++UJL3++usT/n8AFJvjFbz+53/+Rxr70ENFRYV+97vf6a/+6q/4+405z+1223m6du1affrTn5bGfYBnvMOHD8uyrKyp9Xt6enTHHXfoV7/6lTT24UwAAHJFsQslpb6+Xq2trTrllFNUVVWlN954Y8op2pYuXaoPfOADkqSnn366gJEC+TV+kd+dO3dKY28e3G63nnjiCV100UX64he/qPvuu0+1tbV68skn9fGPf1w333yzGhsbtWbNGl166aUOXwUwcxPdBLUsSx6PRytXrtSiRYv04Q9/2JHYgBPhdruVTqflcrm0fPlyaeyG0dG5blmWYrFYVjH34Ycf1re//W19//vflyRt2LBBp556KsUCFFzmxuenP/1p+8bnbbfdpr/+67/OadRKJvcHBwdnOVKgcKYqeN1666363//9X/u1/Pnnn6+RkRH+fqMoTJSnE30IubKyUu9617tkmqY09gGdb33rW/rRj34kSdqyZYs9cwMAALmg2IWSU1dXpy9/+cu67777ZJqm/cn/o2U+WXTllVfKMAydfvrpBY4UyL9zzjnHnhZo3rx5evLJJ7Vy5Upt2LBBt912m37/939ft912m8444wzF43Hdfffdam9v17e+9S1pkk/cAcVgotzN3FzNfOhh//79uvLKK3XOOefwyWgUlaNvEE10w8gwDFVWVk55w+jWW2+V+FsPB2RufJ566qn67Gc/q49+9KOSpNtvv11//dd/PemH0zLHLV68WCeddJLOP//8AkYNzL6pCl6f/exn1dbWJp/Pp9bWVt1+++3SFCN7gWKzf/9++37Nj3/8Y33729/Oet3y1a9+VeJ1CwBgGih2oSSdddZZet/73me3x784yrw5yNwo2rNnjyzLsj8xChSzxsZG+w3Db37zGzU2NmrDhg362te+Jkk6+eSTdeWVV9qLAH/zm9/UunXrpLHfk8mm/QTmMsuy5HK59Morr+iHP/yh+vr6pLGbpKlUShUVFXrllVf06KOP6qqrrlJVVRWfjEZJyby2qa+v11lnnaWf/exnU94w4m89nPSRj3xEn/vc53TFFVdIYwWvv/iLv9Brr71m75N57Z4pgh06dEiXXnqpTjvtNG70o+QcXfD6sz/7My1ZskRPP/20tmzZoi9/+cu64447pElG9gLFanh4WIcOHdIPf/hD/f3f/z2vWwAAM1bhdADAbMm8INq2bZt+9atf6YILLtC1115rvzlIpVJyu9167bXX5Pf79Y53vGPCtV6AYnLgwAG99dZb2rFjh/x+vzZu3Kg///M/l8beTFRVVemtt97Sr3/9a91555363Oc+J/EmAkXOMAwNDAzoIx/5iJ5//nmtXLlS9913n8455xy53W69/PLLuvjii3XddddpzZo1TocL5J1hGBodHdVLL72k7u5u7dq1ixtGmJMyr7U/9rGPyTAMzZ8/X//+7/+uzZs36+WXX9ZnP/tZ/f7v/75989/tduv111/XX/zFX8jv96u6utrpSwBmxfiC11e+8hX9x3/8hx599FF985vf5PU6SpZlWRodHVVXV5cefvhhidctAIAZotiFkvbCCy/ob/7mb/Tss8/qj/7oj+T3+1VVVSWNrYHx/PPP64477lBbW5ve8Y53OB0uMCOWZemMM85QKpXSFVdcodtuu00bNmyQxt4oVFVVaWBgQBdddJE+/elP6ytf+Yr9Pd5EoNgtWLBAJ598sg4fPqxf//rXqq6u1tNPP62nn35ad955p9auXau//Mu/lMh5lLD9+/fre9/7np566imJG0aYgwzDsAteH/3oR/XOd75TdXV1uuuuu3TvvffqiSeeUFNTk/7mb/5Ge/fu1YEDB3TDDTfo2muvtddt4cNpKFWZv9PxeFx79+7VN77xDQpdKFq5/K3ev3+/nn32WT377LMSr1sAAHlAsQsl7ayzztKHPvQhPfXUU3rllVfskS3PPfecksmkPvWpT+kTn/iE/vRP/1TizTOKWCZ3KysrdcEFF8jn8+nzn/+8dNQbhRdeeEHf/OY37dEtvIlAMcmMyD1aZhrDG264QaFQSPF4XF/60pf09NNPq6mpSZ/97Gd13XXXSeQ8itBkeT+eZVlKpVKaP3++du/eLXHDCHPY+ILXihUrtGLFCl1wwQW688479cwzz6i3t1d33nmn5s2bp4svvliBQIBcRlEZ/54ylUrJMAx75NZU+VtRUaGXXnpJF198sb74xS/qy1/+skTeo0hlfgcyvw8T3WuprKy0H3d2dvK3HgAwY4bFpOcoARO9GBr/tS984Qv22lynnHKK9uzZowsuuECNjY266aabJj0HMFeNjo6qoqIiK2+P93twNHIexSST84cPH9bWrVv16U9/+pjprEZGRnTw4EH99Kc/1UknnaRzzjlH5557rv19ch7FJpe8zzh8+LDe97736fHHH9cdd9yhW265RSLv4aBM7lmWZX8oYfzXj87Nl19+WclkUj/96U/ldrvV2Nio0047TaeffnrWccBclesHJyf7EMOhQ4f00Y9+VA0NDdqyZYtE3mOOy+TngQMHtH//fu3cuVOvvfaa9u/fL8uydPXVV2vp0qX233Ed9Xuyc+dONTc387oFAJA3FLtQ9DI3gkZHR/Xyyy/r7LPPtr83/o3Eiy++qBdeeEEHDx5UfX29li1bpoULF0q8oEKRyeT8oUOHdOONN2rt2rX64Ac/6HRYwKwZn/Pvec97dNZZZ+nBBx+Ux+PJ2m+6BV9gLss17zNSqZQ++MEPqqmpSbfddptE/sMhR+fd0NCQ3njjDS1btkyHDx/WKaecYn9vfCFsokLBVCMCgLkk877z1Vdf1bPPPqvvfe97evnll/XUU09p6dKlet/73qdLL71Ul1xyiU4++eRJz/P444/roosukvgbjjkuk/O7d+9WR0eHfvvb3+qpp57S6Oiovc+yZct0+umn6+abb9bq1avtD+xkjj1w4IAeeughfeITn5DIeQBAHlDsQlEbfyPo0ksvld/v11e/+tWsN8OTvWAa/2lT3jyjWIzP+RUrVujQoUN6+OGHdf755zsdGjArxuf8ypUrdejQId1111362Mc+xpthlKzp5n3mtUwikVBNTY3EDSM4JHMDMxaLqaenR9/97nf13HPP6YUXXtDixYtVVVWlT3/601qxYoX+5E/+xD6OfEUxy+T9rl27dNNNN2nx4sWKxWJaunSpXn75Zb322muSpEWLFsk0TXV0dOjCCy/UaaedJo39Dde4ad/E7wTmuEx+7tq1S5dffrlaW1v1gQ98QKZp6vXXX1csFlMwGFRvb699zOrVq3X11Vfb0+lnXutk5DJtMwAAx0OxC0Vr/I2g9773vdq3b5++973v6cMf/rDToQGzYnzONzY2amRkRHfddZcuv/xy3higJB2d84cOHdK3v/1t+Xw+ch4lKx95zwd54ITMjcpHH31UV199tS699FKNjIzovPPO029+8xu98MILeuyxx+yRWp/61Kd07bXX6rLLLtO8efO40YmilLnp/+ijj+rKK6/UrbfeqmuuuUannXaaXC6X4vG4fvGLX6itrU2Dg4MaGRnRsmXLdNVVV+kzn/mMPvShD0n83UYR2r17tz0FYWZt3PEOHjyoL37xi3r44Yf14osvSpJqa2v1h3/4h/q7v/s7aYKCFwAAM0WxC0Xp6BtBhw8f1re//W1ddtllvFhCSTrezU/eIKPUkPMoR+Q9ilUmN3ft2qUrr7xSf/VXf6Wbb77ZzlfLsvTWW29p48aN+u53v6tEIiFJuvDCC9XU1KS/+qu/UnV1NQUvFKWnnnpKl112mTo7O/Unf/InWX+rM4//53/+R3/7t3+rRx99VMlkUvPnz9c73/lOfeMb39Af//EfS4zmQpGwLEsHDx7Uddddp/POO8+eOnn8CMXM65nh4WH9wz/8g+69917t3r1bkuRyuXTttdfq3nvvlSh4AQDyjGIXig43glBuyHmUG3Ie5Yi8R7F78cUX1dzcrFtuuUU33HCDnbOpVEqGYdg38b/5zW/qu9/9rn75y19KkiorK9XU1KR/+7d/05IlS7jxiaKRydW//du/1dNPP6377rtPOmqU1vjHTzzxhL797W8rHA7rjTfekCSdfPLJ+s53vqNPfepTEgUvFInDhw/r4osv1te+9jWtWrVKOmoaTo3L5VQqpfvvv1/33HOPfvazn9nfv/zyy/XjH/9YouAFAMgjXkWhqHAjCOWGnEe5IedRjsh7FLN0Oi1J+s1vfqPTTjtNf/iHf5j1fbfbbd/wlKQvfOELamtr0xVXXCFJGhkZ0UMPPSSfz6d9+/apoqJCo6OjDlwJMD2Zm/M/+MEPVFdXJ00wHeH4x+9+97u1bt06ffGLX9Tpp58uSXrzzTf16U9/Wv/8z/8sjY16yfxOAXPVAw88oF/96le68sorZRjGhK9RMuuju91uffKTn9Sf//mf23/3DcPQww8/rI9+9KPS2O8Sf/cBAPlAsQtFgxtBKDfkPMoNOY9yRN6j2GVGodxzzz2qqKjQO97xDmmCT/m73W77Jv7VV1+t9evX26NZJOmxxx7TBz/4QQpeKBqWZemll17Srl27dOGFF+Z0TG1trVpbW9XW1mYXvCTp+uuvzyp4MQEP5rLDhw9Lkvr7+2VZ1qT5mlmj0eVyqampSbfccosuv/xye/+HH37YLoBVVFTYH4oAAOBEUexCUeBGEMoNOY9yQ86jHJH3KCV79+5VVVWVNJbbExl/E//DH/6wvvKVr+hP/uRP7O8/88wzWQUvbnxiLjMMQ4ODg5Kkl19+WRo30nEqy5Yt0yc/+UmtW7fumIJXZh2jTJEAmIsOHTokSdq1a9ekI7syMrlsGIYuu+wyrVu3Tpdffrn9vR07duiTn/ykNPahCP7uAwBmgmIX5jxuBKHckPMoN+Q8yhF5j1Jy4MABvfHGGxoYGJDGPqF/vE/6S5LX69WXvvSlYwpel156qQYGBrjxiTnP7XZLkrZt26bBwUG7fTzLli3Ttddeq3Xr1um0006zv97S0qIHH3xQouCFOSwzgnfLli3avXv3cfcfX/C69NJLdeutt2aN8Nq2bZs+//nPS2O/U+Q9AOBEUezCnMaNIJQbch7lhpxHOSLvUUoya7IsWrRI/+///T97KrZcPukvSQ0NDccUvH7zm9/ommuusYsHrGGEuercc8/V2Wefrd27dysUCml4eDjnYzMFr/FTGg4PD+tLX/qSenp6pOP8HgFOOf/887Vo0SK98MIL+vGPf6yhoaHjHnP0CK9bb73VnsJQku6//37ddddd9r4AAJwIil2Ys7gRhHJDzqPckPMoR+Q9So1hGJo3b56am5vlcrn0wAMP6Omnn87puKkKXj/5yU/0xS9+UW+99Za9Lhgwl6RSKR0+fFinnXaaDv1/7d15nM31////+zlnFsNgbDFEQshbKkoYy4w9ShuSrc0WRdZ4v70l71LKW7K8hXrzpkgqe8Yuy4cQWox1UGQNwzDL2V6/P77zev1mJAYzc+acuV3/YV6v1znzfF0uj3Pm9XreX8/nMyVFsbGx+umnn27qPa4VeJ06dUpjx47V3r17s6nlwO2pWrWqatSooUuXLmnChAlatmyZXC7XDV93rcCradOmkqTz589r4cKF1t8PRncBAG4Fdw3IlegIQl5DzSOv8Xq9Vs0//PDDSk1NpeYR8Kh7BLLIyEh5vV6tWrVKCxYssKY0vJ5rBV5dunSR0oKENWvWaNasWXR6IldyOBzKnz+/Bg8eLElat26d3nnnHR0+fFi6ic56cw2vfv36qXjx4nK73dq2bZu2bNkipX0WgNzC4/HI4XDojTfeUIkSJXT69GkNHDhQO3bskDKxbl36wCs6OlovvPCCqlatKknauHGjli1bZh0HAMDNIuxCruPxeDJ0BNHpj7zArPkHH3xQTqeTmkfAs9vtcrlcatSokS5evKhJkyZR8wh41D0C2eDBgxUVFSWn06mRI0dq3rx5UiY6/K8OvF555RVraqsTJ05o+fLl1n5CL+RG9erVU6NGjSRJixYt0ttvvy3d5JpbJUqUULt27dSyZUuFh4fr4sWLevfdd3Xu3LlMrwMG5ASzHqtUqaJSpUpJaaMRO3bsqAMHDshut2c68LLb7Wrfvr06duxovdeIESOs4AwAgJtF2IVcx+FwKDU1VdLBL8oAAEypSURBVA888ICSk5Pp9Eee4PV61alTJ7ndbo0fP56aR55w5swZNW/eXJ9//rmaNGlCzSNPoO4RiLxerzwejxo2bKiQkBA5nU71799fa9euzVSHf/pj6tSpo06dOql69eqSpKVLl+r999+3jgNym1KlSikmJsb6eebMmXrttdektJrN7Mis8uXLa+DAgXr44YflcDgUHx+viRMnyjAM1q1DrnPPPfdY382S9Ouvv6pFixY6dOiQ7Ha73G73dV9vs9msEe+DBw+2PkM2m01HjhyReMABAHALbAZ/PZALvffee1q6dKmGDRumli1b0hGEPGHNmjWKjIxUlSpVqHkEPLO+zalQ0m8DAhV1j0B35MgRRUVF6dSpU5Kk0NBQLVq0SM2bN5fX673h2lvpPw/jxo3TiBEjlJycrAYNGmjhwoUqVKgQ63chV0lfs23bttU333xj7Xv11Vc1YcIEKd3Ub5mxbt06NWnSRJL07LPPau7cudnSdkA3WZvpmbU/efJkK9yVpAoVKmjz5s0qWbKkNVX/9Zh/G5xOp2rWrKm4uDg9/fTT+uqrrzL1dwMAgPQIu5ArJSUlKTExUSVKlJDdbqcjCAHtWvVNzQMAAF+5lesQs1Ny69atatGihRITEyVJ+fLl0/r161W7du1MdVymP6Zz586aM2eOChQooB9++EGVK1e+jbMCrs+svcx00KdnHn/y5Em98MILWrVqlbVv0KBB1uiXmwkVpkyZoj59+igiIkL79u1TsWLFmM4Q2ebnn3/Wzz//rI4dO970a5OTkzVp0iS98cYb1rb0gVdm6t78DE2fPl39+/dX3bp1M3yOAADILB6RQK5jGIby58+vkiVLWje6dPojkF2rvql5BBqerUFeRN3DH5lB1+nTp2/qdeY6LXXq1NHUqVMVHh4uSUpJSVGjRo30/fffZ2otF7vdbk37NmHCBD388MO6cuWKDh06dBtnBdyY3W7Xvn371LhxYx09ejTTrzODscjISGsKftPYsWM1aNAgKW26/hv9XTAMQ4ZhqFGjRqpWrZoSEhKUmprK6BZkC/O79p133lHnzp315Zdf3vR7hIWFqXfv3ho+fLi17fDhw6pXr56OHj0qh8Nxw+998zNUp04deb1euVyum24HAAAi7EJuRCc/Ak36m1qPx2Nd7DP3PvIS87vd/DwQAiAvoO7hj2w2m86cOaNKlSpl6LzMDLNDvl27dpoyZYoKFCggSUpNTVV0dLS2b99uzdpwPWbnaMGCBVWjRg0pbb07ILuY1+U//vijNm3apO7du+vYsWM3/T6VKlXSO++8ozp16ljbxo0bp9dff13KxL2uzWaTzWZTtWrVVLlyZRUtWlRly5blHhnZwhxxlZKSIknq1KnTLU2bWaBAAb300ksZpjM8cuSIoqOjtX///kyHtZUrV1bp0qVVvnx5iftlAMAtyPzYfCALmFNDmE+smRc9zMWMQGQ+GZ3+5jT9FA5mzd/qPOlAbmN+l5tT0a5Zs0ZnzpxRYmKiDMPQU089pWLFiql06dIZQgA6cODPqHsEIqfTKYfDodGjR6tgwYIZpqfKDIfDoccff1wnT57Um2++qeTkZKWmpqphw4ZavHixmjVrlqn3CQ4OVkxMjGbOnKnq1avf4tkAN2Zel+/evVtKW0u3c+fO+uyzz1S2bNmbeq8HHnhAI0aM0FtvvaXvv/9eShul6Ha7NX78+EyvYWS321W0aFGlpKQoNDSUvxvIch6PR6mpqYqLi1NISIicTqe6du0qSXruuedu6r3Kly+vfv36qUCBAnrvvfckSb/99puaN2+uWbNmqWHDhjes4fj4eF28eFFPP/20lO5zCQBAZhF2IUekv2CXpMTERP3xxx8qUaKEUlNTVbx4cetYOoAQCMwA6/Tp0zp48KDmzp2rEydOWHPu16lTRzExMWrUqJE1zQ/gz8ya3717t8aMGaM9e/Zo3759crvd1jGTJ09W6dKl1bt3b7Vv316FCxeWzWbjgQf4Leoegca8Dt+6dau15tawYcMk6aYDr0KFCqlTp07yeDz617/+paSkJKWmpqpNmzb68ssv9fjjj1/39ebn4+TJkwoKClKJEiVu+byAzDpw4IA13eDGjRtvKfAKDg5W48aNVahQIf3zn//UunXrJEn/+c9/lJiYqNGjR6tMmTLSX9z7mtO4nT17Vj169FC+fPmy+CyB/8fhcGjZsmU6dOiQIiMjdfLkSXk8nlsOvCpUqKAhQ4aoePHi1vSdx44dU8eOHfXRRx+padOmioiIkK564NlcsysxMVHVq1dXgwYNsvxcAQB5g81gPhVkM7MjKD4+XqtWrdKcOXP066+/6tixYypUqJBCQkLUpUsXPfjgg+rcubP1OkIv+Cuz5rdv365XXnlFhQoVUnx8vIoVK6YTJ05Y0/AULFhQFSpU0JgxY3TfffcpMjJSovbhh8yb1e3bt6tFixbq2bOn6tWrpwoVKujs2bOKj4/X1KlTtWPHDus17du311NPPaVnn31WYoQj/BB1j0A2cuRIjRo1KsO2d99996YDL0m6cOGCFi5cqH79+uny5cuSpJCQEE2ePFnt27dXwYIFpWtc/7hcLgUHB2vYsGFKSEjQlClTbvu8gOtZvXq1Hn/8cXXs2FEzZsywtjdo0OCWRngpbSq3vn37atmyZda2p556SoMHD1bNmjUVEhJidfQrXd2fOXNGTZs21eLFi60p3YCsdvDgQXXr1k2tWrXSiy++qKioKMXHx0tpQdisWbNuOvAy/e9//9OLL75o/VyiRAn17t1bTzzxhB544IE/HX/x4kXVqlVL06dPV0xMzG2cFQAgTzOAbOR2uw3DMIzvv//eKF26tNGpUyejffv2xj/+8Q/jiSeeMGrWrGnYbDbDbrcbNpvN6Ny5s/Htt98aKSkpGV4P+AuPx2MYaTVfvHhx47333jOOHj1qpKamGi6Xy9i/f78xY8YMo0SJEkZISIhhs9mMO+64w+jevbuxceNG6328Xq8PzwK4ebt27TKKFy9uzJgx45r7k5KSjG7duhlly5Y1bDabYbPZjLvvvtvo27evdYzL5crBFgO3j7pHIDKv2z/99FOjRYsWVu3abDbjvffeu6X39Hg8xpIlS4yIiAjrvUJCQoxRo0YZv/zyi3Wcee1v/nvhwgWjUqVKxq5du7Lo7IBrO3bsmNGpUyejQ4cOhmEYxr///e8Mtd+wYUPjt99+u6X3vnLlitG+ffsM71e/fn3j3//+t3Hp0qVrHn/PPfcYsbGxt31ewF9JTEw03nvvPaNu3brGwoULDcMwjIMHDxqVKlWy6jQoKMiYM2fOLf+OJUuWGGXLljXCw8MNm81mFC5c2KhYsaIxZcoUY+/evYZhGMYvv/xirFu3zqhcubKxYsWKLDs/AEDeRNiFbGN21m/bts0oUaKEMWnSpAwd+F6v10hMTDRee+01o1ixYtYFVY0aNYz+/fsbCQkJhkHgBT+0d+9eIzIy0pg9e7ZhXBVcmf/fuHGj0aJFC6NIkSKGzWYzwsLCjLvvvttYsGCBdawZnAG5mdfrNa5cuWK0a9fO+Pvf/55hu1nvZmd+amqq8eGHHxoPPvig9Z3vcDiMLl26WK+j4x/+gLpHoDpz5owxcOBAIzo62rhw4YJx+fJlIzo6OksCLyPtvsC89rHZbEZwcLDxxBNPGB9//LFhpLv2cTqdxrlz54wqVaoYy5cvz7LzA67F6XQaEydONGrUqGHMnDnT2v7hhx/eduCV/j5g8ODBGYKEfPnyGffee6/xySefGEuWLDEWLFhgvP/++wRdyBHLli0z7Ha78dZbb2XYfujQoSwJvMza37lzpzFq1KgM10Hpr4cKFSpkNGjQwFi3bl2WnRsAIO9iGkNkq+PHj6tZs2YaOHCgunXrZk1P4vF4ZLPZrDmaJ06cqDlz5lgL+AYHB6tJkyb6/PPPVaRIkQxTOwC5lVmnb7/9tvbv36/Zs2dLV03Lk/7/cXFxmjx5subPn68//vhDkhQeHq4pU6aoU6dO0lVzmQO5VWpqqh555BENHz5czzzzjCRdc/0Ju90uj8ejL774Qp988om+++47a3+LFi20fPlyKd1nCcjNqHsEGsMwNGPGDL311lsaOnSoXnnlFUnSlStX9Nhjj2Wo3VuZ0tD8PMTHx2v48OH66aeftHfvXtntdnm9XrVu3VqhoaEqW7asjh49qn379umjjz5S8+bNs/xcgfR2796tmjVrql+/fvrwww8z7Bs/frwGDBhg/XwrUxqm/37fsGGDDhw4oKFDh8owDF24cCHDsc8995z69eun2rVr3/Z5AX/F4/Fo6tSp+umnn/Txxx9Lad/RhmFYS1C0bNkyy6Y0NN9/+vTpOnXqlA4cOCC3262IiAi1adNGUVFR1lpeAADcDsIuZAvzZjY2Nlbvv/++5s6dq5IlS/5pLv70a1UsWLBA06dPV2xsrLX/wQcf1MqVK1WsWDE6geA3HnnkEbVo0UKjRo264fpbR48e1WeffaaPP/5YJ06csLZ/+umn1hznBF7I7ebOnatOnTrpypUrCgsL+8vjzM+D1+vV2rVrNW7cOMXGxspms8kwDDr+4VeoewSa06dPq379+qpXr57+97//SZKcTqdCQkKUlJSk1q1bZ1ngdenSJXk8Hr311lvatWuXtm3bJpfLJa/Xq8KFC6tv377q2LGjqlSpkuXnCVxt3759Wr16tV599VUprU4lWdff1wq8Zs+erXLlymX6d1x9PX/o0CE5nU7t3LlTTqdTxYsXV6VKlVS1alWu+5EjkpOTreuX9P0y6ddcz6rA6+rrG+5vAQDZhbAL2apt27a6dOmSVq5c+ZfHpL/Q2bBhg6ZPn67PP//c2l+5cmVt3ryZwAu5nmEYOnHihMqWLat58+apXbt2Nwy7JOns2bOaO3eu3n///b8MvDLzPoCvzJw5Uy+99JJ++eUX3XvvvdI1RriYzFo2DENr167V2LFjtWLFCmt/8+bNrYce0t94A7kNdY9Ak5ycrJ9//tkaUWJeo5vX31kVeF19TeP1enXs2DElJyercOHCCg0NVdGiRbPwzIDMS/8dnP4+NStGeIlreviJ7Ai8RP0DAHIAj1IgWx09elQhISFS2tM812K322Vmrg0bNlT//v3VuXNna/+BAwcUFRWlc+fOKSgoSB6PJ4daD9wcm82mixcvSpIVWplPhl5PiRIl9Nxzz2nw4MEqXbq0tf3ll1/WrFmzrPfm2QTkVikpKZKk7du3y2azXfcm1qxlm82mxo0ba/DgwWrRooW1b+XKldYNtMPh4DsfuRZ1j0ATFhZmBV0ej8fq5A8KCpLb7Vb+/Pm1bNkyNWrUyHrNsGHDNGbMmJv6PemndlbavcBdd92lqlWrKjIykqALPpX+YQNzik1Jev311zVu3Dhr38aNG9W5c2cdO3bspt6fjn74A/NapGLFioqNjVXFihWltL8NXbt21dy5c2/pfal/AEB2I+xCtklKStIff/xhzUMeFBT0l5316TvyzfnSrw68YmJidOHCBTqBkKuZN8jz5s3TxYsXM/10fokSJdSxY0cNHjxYkZGR1vYePXpowYIFEoEXcrGSJUtKksaOHavdu3ff8Pj0Hf8xMTEaNGiQWrRoYdX3vHnzrKmEHA4HdY9cibpHILv6+iWrAy/R6Qk/kR2BF+APsivwAgAgOxF2IVuYC5sWLFhQW7Zs0YwZM6Qb3NSm78ivVavWnwKvX375RR06dLAChMyMmAFyWqVKlVSuXDnt3r1b06ZNk9PpzPRrzcBryJAh1ggvp9Opfv36adWqVRIdQ8ilKleurIIFC+rYsWNavny5Ll26dMPXXD3SZdCgQWrZsqW1/4svvrAWiafukRtR98hrsiPwAvwBgRfyKgIvAIC/IexCtrDZbAoNDVWzZs1kt9v1zTffaP/+/Zl63fUCr7Vr16pv3766cuUKC5oi1/F4PEpNTVVkZKRSUlIUGxurn3766abe41qB16lTpzR27Fjt3bs3m1oO3J6qVauqRo0aunTpkiZMmKBly5bJ5XLd8HXX6vhv2rSpJOn8+fNauHCh9beDUS7Ibah75EUEXsirCLyQVxF4AQD8CWkBslVkZKS8Xq9WrVqlBQsWWFMaXs+1Aq8uXbpIaRdUa9as0axZs+gAQq7jcDiUP39+DR48WJK0bt06vfPOOzp8+LB0E52W5hpe/fr1U/HixeV2u7Vt2zZt2bJFSvscALmFuYD1G2+8oRIlSuj06dMaOHCgduzYIWVi3br0Hf/R0dF64YUXVLVqVSmt82jZsmXWcUBuQd0jLyPwQl6VFYEX97DwR7caeLndbu3Zs0dHjx7N4RYDAPIqwi5kq8GDBysqKkpOp1MjR47UvHnzpExc5F8deL3yyivWND8nTpzQ8uXLrf3cMCC3qVevntXxs2jRIr399tvSTa65VaJECbVr104tW7ZUeHi4Ll68qHfffVfnzp3L9DpgQE4w67FKlSoqVaqUlDYasWPHjjpw4ECGjqG/Yn427Ha72rdvr44dO1rvNWLECCtAAHIL6h553e0GXsnJyTnQSiDrZSbw+u233/70OpfLpdjYWH399dc8uAa/dKPA64svvshwfHJysr7++mvVrFlTKSkpPmo1ACCvIexCtvF6vfJ4PGrYsKFCQkLkdDrVv39/rV27NlOd/umPqVOnjjp16qTq1atLkpYuXar333/fOg7ITUqVKqWYmBjr55kzZ+q1116T0uo1sze45cuX18CBA/Xwww/L4XAoPj5eEydOlGEYrFmHXOeee+6xvpcl6ddff1WLFi106NAh2e12ud3u677eZrPJ6/UqKChIgwcPtj5DNptNR44ckXi4AbkQdY+87FYCL5fLpblz56pXr15KTEzM4RYDWeNGgVfXrl2tmR0k6fLly1q4cKFatWqlO+64gwfX4LeuF3h16dJF06ZNkySdOXNGs2fP1sCBA7VkyRJr9DoAANnNZnAHjWx25MgRRUVF6dSpU5Kk0NBQLVq0SM2bN5fX673h2lvmND+SNG7cOI0YMULJyclq0KCBFi5cqEKFCrF+F3KN9PXatm1bffPNN9a+V199VRMmTJDSTYGVGevWrVOTJk0kSc8++yzzoiNb3UxtpmfW/uTJk61wV5IqVKigzZs3q2TJknK73QoKCrru+5h/F5xOp2rWrKm4uDg9/fTT+uqrrzL1NwO4FdQ9cOvMGk9KSlLr1q313XffWfvefvttvfbaaypYsKASExO1ePFi9e3bV7Nnz1arVq182m7gdqX/fh4/frwGDBhg7atTp46mT58uSVq9erVGjx6tL774IsMDcYC/Mq+b4uPj1bJlS8XHx0tpYViXLl109OhR/fDDD1q4cCE1DwDIUYRdyLT0nfiZZd4AfP/992revLn1BGdoaKjWr1+vRx55JFOdOOmP6dKliz7//HMVKFBAO3bsUJUqVW7jrIC/ZtZdZjoq0zOPP3nypF544QWtWrXK2jdo0CBrFMDNdK5OmTJFffr0UUREhPbt26dixYrxVCiyzc8//6yff/5ZHTt2vOnXJicna9KkSXrjjTesbek7/jNT9+ZnaPr06erfv7/q1q2b4XMEZAfqHrh11wu8hg8frlq1amn79u36+OOPNX/+fDo/ETCuF3hVrFhRV65c0fnz57V8+XLqHgHFvLY5ePCgWrdurUOHDmXYv2HDBtWvX99n7QMA5E08JopMMYOu06dP39TrzCkeHnnkEU2dOlXh4eGSpNTUVEVHR+v777/P1LoWdrvdmvrto48+0sMPP6wrV65YTxAB2cFut2vfvn1q3LjxTS2qawZjkZGRmjx5spo2bWrtGzt2rAYNGiSlPfl2o+cNDMOQYRhq1KiRqlWrpoSEBKWmpvKUP7KF+T37zjvvqHPnzvryyy9v+j3CwsLUu3dvDR8+3Np2+PBh1atXT0ePHpXD4bjhd775GapTp468Xq9cLtdNtwPILOoeuH3Xm9Lw7bffVrt27TR69Gh99dVXdPgjoPzVlIY2m03x8fE6deqU1q5dS90j4DgcDrndbt1zzz3asmWLChcubO3btGkTQRcAwCfoLUWm2Gw2nTlzRpUqVcrQkZMZZqd8u3btNGXKFBUoUEBKF3ht375ddrv9hp3+ZkdRwYIFVaNGDSltLmggO5g3rT/++KM2bdqk7t2769ixYzf9PpUqVdI777yjOnXqWNvGjRun119/XcrEmnM2m002m03VqlVT5cqVVbRoUZUtW5a16pAtzJEn5iLSnTp1uqVpMwsUKKCXXnopw7RuR44cUXR0tPbv35/psLZy5coqXbq0ypcvL6X7XAJZiboHskb6wGvp0qWqW7eutc/tdmvz5s2Kjo72aRuB7JD+wczXX39dXbt2te5tN23apHr16vm4hUD2MB/UcTqdCgkJkah5AICPEXYh05xOpxwOh0aPHn3NBadvxOFw6PHHH9ebb76psLAwKS3watiwoVatWpXpzvvg4GDFxMTI4XCoevXqN90OIDPMTsndu3dLktasWaPOnTvfUuD1wAMPaMSIEXrkkUesbRMmTNCrr74qt9t9w9ebHZ12u11FixZVSkrKDcNh4FZ4PB4lJSUpLi5OISEh8ng86tq16y11/JcvX179+vXT0KFDrW2//fabmjdvru+++y5TNRwfH6+LFy/q6aefltJ9LoGsRN0DWccMvAoUKKBhw4ZZ2zdt2pQh/AICjfngxNmzZ3XgwAGJTn/kEU6nU4sXL9b58+epeQCAz3H3jBsyO2a2bt1qrbk1bNiwWwq8ChUqpE6dOmnEiBHKnz+/lBZ4tWnTRkuWLLnh680On5MnTyooKEglSpS46TYAN+PAgQNyOByy2+3auHHjLQVewcHBaty4sf79739nmMLkP//5j15++WX9/vvv1rZrdYR6vV6lpqbq7Nmz6tGjh/Lly8fILmQLh8OhZcuW6dChQypWrJiUFgTcasd/hQoVNGTIEI0dO9baduzYMXXs2FFff/21EhISrO3pR6+YIXBiYqKqV6+uBg0a3OaZAX+NugeyVlBQkC5evGhd29P5ibzC7XZrzZo12rNnjzZu3EjdI+C53W4tXbpUI0eO1MqVK6l5AIDPEXbhhsxO9V9++SVDR/ytBl6RkZHq0aOHJk6cmGENr3bt2unTTz+1AjVdo+PfXL/ijz/+0AsvvKC77rrrls8LuJHVq1fr22+/VdeuXa0OyVsNvEJCQlSvXj198sknat26tbV99uzZ6tu3r7Zu3Sqn0ymbzZZhtJfL5bI6jS5cuKC2bdtm4RkCGR08eFCTJk3Su+++q127dqlixYrSbXb8R0REaMCAAZoxY4a17eTJk+rTp48++ugja/Rk+tErZs2bD0cUKVIkS84PuBbqHshabrdbq1at0sKFC7V+/Xo6P5EnuN1uffPNN3r99de1YMECRUVF+bpJQLZbvHix2rZtq9mzZ7MuHQAgVyDsQqZs27ZN06dP1yeffKLmzZtb22818CpSpIief/55zZkzx1rI1Ol0qnfv3ho/frz27NkjpQVt5vznHo9HwcHBSkhI0FdffaWePXtm2fkBVzt+/LhmzpypJ598Up9++mmGJ/RvNfCSpLvvvlvz5s1Tu3btrG0LFizQ4MGDNWnSJCUmJlpznyttVFhSUpLq16+vDz74wFrDBchqly9f1jfffCOXy6WqVavqjjvu0PLly7Ok41+Snn/+eS1evFh33nmnChQooLNnz+rDDz9U27Zt9fHHH2vfvn2SpD179mj9+vWqXbu2/vOf/3DjjGxF3QNZy+PxaM6cOerevbvmzp2rhg0b+rpJQI6Ii4tThw4dNHPmTDVu3NjXzQFyRPny5bVixQo1bdrU100BAECSZDNY+AU3cPbsWY0ZM0Y//PCDFixYoODgYD322GP67rvvrGPeffddvfHGG7f0/tu3b1eLFi2saX2CgoLUqlUrPfroo+rZs6e8Xq/sdrtcLpcSExNVr149jR8/Xi1btsyycwTSc7lcmjp1qqZPn64BAwbo+eeflySNHz9eAwYMsI5r0KCBPvvsM5UtWzbT720YhjVacsiQIVqwYIHi4+MlSaGhobr77rs1cOBAlSxZUm63WwcPHtT06dM1ceJEtWjRIsvPFTB9++231rqKI0aMsLbHx8erZcuWVp06HA7NmjVLzz333E29v1n7u3bt0tKlS7VgwQJrdIvJbrerQIECuv/++zVq1ChFR0dn0dkB10bdA1nL6XSqZs2aGj16tNq0aePr5gA56sCBA6pcubKvmwHkCLOfBgCA3ISwC9dlGIZmzJiht956S0OHDtUrr7wiSbpy5UqWBF7mBVJ8fLyGDx+un376SXv37pXdbpfX61Xr1q0VGhqqsmXL6ujRo9q3b58++uijDKPLgKy2e/du1axZU/369dOHH36YYV9WBF5ut9savbVhwwYdOHBAQ4cOlWEYunDhQoZjn3vuOfXr10+1a9e+7fMC/orH49HUqVP1008/6eOPP5bSvp8Nw5DD4ciyjv/0vF6vpk+frlOnTunAgQNyu92KiIhQmzZtFBUVpYiIiCw7P+BaqHsgezidToWEhPi6GUCO8Xg8cjgcvm4GAABAnkfYhes6ffq06tevr3r16ul///uflO4GNikpSa1bt86ywOvSpUvyeDx66623tGvXLm3btk0ul0ter1eFCxdW37591bFjR1WpUiXLzxNIb9++fVq9erVeffVVKa1GlW5tlWsFXrNnz1a5cuUy/TuufhLu0KFDcjqd2rlzp5xOp4oXL65KlSqpatWqPDGHHJGcnKywsDDpqk4b8/9Z2fGfPvAVT4bCh6h7IGulH8EOAMiduAYBAAQqwi5cV3Jysn7++WdrVIl5UWR22GRV4HX1jbHX69WxY8eUnJyswoULKzQ0VEWLFs3CMwMyJ33nZ/qbgqwY4SU6heAnsqPjX9Q/cjnqHgDyBjr+kVecOXNGd9xxh3SNh3AAAAgEhF3ItKunZ8jqwEt0AMEPZEfgBfiD7Or4B3Iz6h55CVOxIa9ITEzUL7/8otDQUNWsWVPiPhQByrx33bZtmyZNmqQffvhBVatW1fz58wl4AQABib9uyLSrb36DgoLkdruVP39+LVu2TI0aNbL2DRs2TGPGjLnp38ENBnI7cz05SXr99dc1btw4a9/GjRvVuXNnHTt2zIctBLKHw+GQx+NRxYoVFRsbq4oVK0ppnaNdu3bV3Llzfd1EIMtR9whk8fHxmjJlisaMGaNTp07J4XBY1zhAoIqPj1enTp0UFRWlunXratq0aRL3oQhQZqD1xRdf6LPPPtPevXu1YMECTZ061ddNAwAgWxB24bZkR+AF5HYEXsir6PhHXkTdI1ANGTJEffr00bBhw9SkSRMlJibypD8C3qpVq7R06VLZ7Xa5XC7Fxsb6uklAtjEMQ4ZhaNeuXZKkggULSmnXMAAABCLuZnDbCLyQFxF4Ia+i4x95EXWPQPP9999rwYIFUlrn5+XLl8Xs9sgLChUqJKVN7yZJ58+fp+MfPmHWYHaPqLXZbHrttddUunRpJSYmSpIeeuihbP2dAAD4CmEXsgSBF/KirAi86FiCP7rVjn+32609e/bo6NGjOdxi4PZR9wgk9957r6KioqS09YtOnz6ty5cv+7pZyMPMa+qrr42zOgioX7+++vTpozvuuEMlS5bUyJEjWasOPmG327V3714NGzZMR44cyZbfYU7P2bx5cy1dulSff/65fvrpJ9WpU4dpawEAAclm0NOKLOR2uxUUFKSkpCS1bt1a3333nbXv3Xff1RtvvPGXr01OTlZYWFgOtRTIOubCv5I0fvx4DRgwwNrXoEEDzZ49W+XKlcvwGpfLpTVr1ujy5ct66qmnuMmGX/J4PHI4HIqPj1fLli0VHx8vpYUCs2fPVocOHaxjk5OTtXjxYnXt2lU//vijqlat6sOWA7eOukcgcLvdWrt2rebMmaOzZ89q6NChatCgga+bhTzIMIwM62V5PB79/vvvkqTIyEh5PB7ly5cvS39ncnKy/vjjDzkcDpUuXTrDtTyQk5YvX67WrVvrtdde06uvvqp77rknR37v1Z87AAACBVd0yFK3MsLL5XJp7ty56tWrlzWsHvAnNxrh1bVrVx0+fNjadvnyZS1cuFCtWrXSHXfcQdAFv3W9kS5dunSxFn0/c+aMZs+erYEDB2rJkiV0+MOvUfcIBEFBQWrevLlmzpyp+fPnq0GDBjzljxzn9Xpls9l07tw5rVixQs8995yqV6+u8uXLq3z58qpUqZKaNm2q5cuX69y5c9brbvd53bCwMJUtW1alS5eW0q7lAV8oVqyYJGnixImaMGGCDh48mCO/l6ALABCoGNmFbHG9EV5vv/22XnvtNRUsWFCJiYlavHix+vbtq9mzZ6tVq1Y+bTdwO643wqtOnTqaPn26JGn16tUaPXq0vvjiC8XExPisvUBWud5Ily5duujo0aP64YcftHDhQmoeAYO6R1Yxn7A/f/68ihYtmuO/F/AF8zs0Li5OgwYN0g8//KCzZ89a+4ODg6W0ByODgoL00ksvqUuXLtb0m0CgiI6O1oYNGyRJvXv3Vr9+/XJshBcAAIGGsAvZ5nqB1/Dhw1WrVi1t375dH3/8sebPn09HEALC9QKvihUr6sqVKzp//ryWL19OzSOgmJ1WBw8eVOvWrXXo0KEM+zds2KD69ev7rH1AdqDukVV+//13VatWTaNHj1afPn183RwgW5nXy9u3b1d0dLQkqV69eipTpoyCgoL066+/as2aNRlmTwgKClJ0dLT+8Y9/ZJg9BPBXhmHI6/WqefPmWrdunbX91Vdf1WuvvUbgBQDALSDsQra6XuBlTnm4du1a6yYHCATXCrxsNps15cqmTZtUr149H7cSyHrmd/65c+dUqVIlXbx4UaLmEeCoe2SF/fv3q3r16rLZbJo6dapefPFFXzcJyFZxcXFq2LChGjVqpAEDBvxpxNbSpUu1ZMkSzZo1S6mpqVLa/WO3bt305ptvqmTJkj5qOZA1zNG1EydO1NixY1WmTBlt3bpVIvACAOCWMTk1slX6NbyWLl2qunXrWvvcbrc2b95M0IWAY7fb5fF4pLQ1vLp27UrQhTwhKChIkuR0OhUSEiJR88gDqHvcDvP6YMuWLfJ4PHK73Xr55Zc1c+ZMXzcNyDYpKSkaN26cYmJiNGbMGCvocjqd1jX0Y489pr///e96//33FRYWJqXdP86cOVM7duzwafuBrGBOIxsZGamwsDA988wz+tvf/iZJmjRpkiZOnJhja3gBABAoCLuQ7czAq0CBAho2bJi1fdOmTRnCLyCQOBwOSdLZs2d14MABic5P5BFOp1OLFy/W+fPnqXnkGdQ9bpXZ2bl3794M21966SUCLwSs5ORkbdq0SS1atFClSpWs7SEhIdY1tCTddddd6tWrl8aNG6fQ0FApLSgbOXKkEhMTxSQ1CARVq1bVXXfdpYEDB6pv376qUaOGROAFAMAtIexCjggKCtLFixe1ZMkSiU5/5BFut1tr1qzRnj17tHHjRmoeAc/tdmvp0qUaOXKkVq5cSc0jT6Ducbu2bNmiGTNmaOLEibr//vut7QReCDRmOLV+/XoZhqFu3bpl2H4twcHBat26tXr27Cm73S673a7Lly9bU8AB/q569eo6c+aMtm/fri5duqh79+7W3wICLwAAbg5hF3KE2+3WqlWrtHDhQq1fv56OIAQ8t9utb775Rq+//roWLFjwp3UIgEC0ePFitW3bVrNnz1ZMTIyvmwPkCOoet+P06dOaN2+eatSooZ49e2rRokWqVq2atZ/AC4HEDKdOnz6tfPnySZJcLtcNQ6s777xT0dHR8nq98nq9OnDggHbu3JkjbQayk8vlkiRVqVJFBw4cUL58+dStWzcCLwAAbhFhF7Kdx+PRnDlz1L17d82dO1cNGzb0dZOAbBcXF6cOHTpo5syZaty4sa+bA+SI8uXLa8WKFWratKmvmwLkGOoet8rr9WrJkiVavHix2rdvr6CgIJUrV07Lly8n8EJAMkdwHT9+XHb7/+uKCA4OltfrveGUhE8++aReeOEF631SUlJyoMVA9goODpYkNW7cWP/3f/8nSQoNDdXLL7+cqcDL7Xb7oNUAAORehF3Idh6PRx988IH+97//0emPPKNGjRrat2+fWrZs6eumADnC6/WqZs2aatasma+bAuQY6h6348SJExo+fLiio6PVo0cPKW39t7Jlyyo2NpbACwGrSZMmCgsLszrqL168eN3RXV6vV5JUq1YtSZLdbrdGhgGBoHDhwtqwYYMV+mYm8DIMQ0FBQTIMQ6NGjdLhw4d9eg4AAOQGhF3IdiEhIfrhhx/Upk0bXzcFyBEej0eSVLlyZV83Bcgx5hPaQF5C3eN2lChRQnPnztV///tfKa1DPyQkRB6PR3feeSeBFwKOGWiVKVNGW7du1VtvvaXnnntO5cqV08iRI/X7779f83Xmd23r1q1VvHhxeb1eXbhw4ZrHJicnZ+MZANnjiSeeUGRkpBITE6W0vwfXC7zi4uKsz9O9996r2NhY5c+f36fnAABAbsAdOrKdYRgKCQnxdTOAHONwOHzdBOCmmE9MA3kJdQ9fCw0NtdZ583g8Voe+w+Eg8EJAq1y5stq0aaNx48Zp3rx5unLlikaNGnXddbi8Xq/Cw8MVFhYmXed6OzY2Vlu2bMm2tgPZwe1269dff9WmTZuktIDXMIy/DLxmzpypffv26YEHHlD+/Pk1ZcoUlSpVysdnAQCA7xF2IdvdaMFhILehAxR5xZkzZ6S0G2rm/EdeQd0jN7q6457AC4Hu7bfftuo+PDxcknTkyJG/PN5ut6t48eJq0KCBJCkiIuJPx5w/f14rVqzQypUr5XK5brgOGJAbmEHuk08+qStXrljbbTbbnwKvGjVqSJLGjh2rhg0bKikpSZ999pkVhAEAkNcRduG6zOnYgECWmJioLVu2WE+Tmk/SAYHGDHK3bdumrl27KiYmRs8884y8Xq+CgoJ83TwgW1D38FcEXghk1atX1/Lly1WoUCElJSWpYMGCevLJJ//yePO7vGDBgpKUIRQwFS1aVB06dNAnn3yiJUuWyGaz8RAbcj1zVG+JEiX0+eefS+n6YdIHXl27dlX//v2twOuPP/5QjRo1Mjwskf4eltoHAORFhF3IID4+XlOmTNGYMWN06tQpORwOLpIQ0OLj49WpUydFRUWpbt26mjZtmsSIRAQo82b6iy++0Geffaa9e/dqwYIFmjp1qq+bBmQb6h7+jMALgSwqKkpxcXFauXKl4uLiVK5cub982NLsxK9YsaKUti701Q+nGYah6Oho9enTRx07dtSePXt4iA25nlmfUVFR1kM46QMsm82m1NRUhYeHq127drp48aK175tvvtGUKVMUFxdnHet0OrV48WKNHz9eqampOX4+AAD4EmEXMhgyZIj69OmjYcOGqUmTJkpMTGTxdQS0VatWaenSpbLb7XK5XIqNjfV1k4BsYxiGDMPQrl27pHRPRzOKF75mdvRkR4ckdQ9/R+CFQFa6dGk1btxYZcqUkdfr/cu1uMztkZGRkqQyZcr86eE0m80mt9utsmXLyjAM9erVS0ePHuUhNuRqZn1Wq1ZNBw4c0L59+zJco7jdboWGhsrlcqlevXoKDw9Xs2bNlC9fPknShAkTNGbMGP344486ffq0vvnmGz3zzDN64IEHFBoa6rPzAgDAF0gxYPn++++1YMECKa0j6PLlyzwFh4BXqFAhKd00D+fPn6cDFD6TEyNpbTabXnvtNZUuXVqJiYmSpIceeijbfy9wLeZ1htnRc/VnIKs+E9Q9/N3tBl483Q9/kJmHLMPCwq67f+/evfroo4/kcrm0Y8cOjR8/nvUZket5PB6FhIQof/78+u2336xw1+12KygoSF6v17pu+fbbb/Xll1/qiSeeUEhIiCRp9uzZ6t69uxo3bqyePXtq5cqVaty4sU/PCQAAX7AZpBlIc+nSJbVu3VqbN2+W0qaGOHz4sEqXLu3rpiEP8nq91rQj6Z/GNLdnld9++00ffPCB5s+fL5vNprlz5yo6OjrL3h/IjKvr3AxcvV6vgoODre1ZVf+XL1/WoUOHtHfvXt13332qXr16ln+2gBvxeDxyOBw6fPiwNm/erHnz5ikkJES1atVSVFSU9V1M3QP/P/Nzc/z4cbVs2dKaukqSPv30U7344osZjne5XPr666+1detWvfPOOypQoIAPWg1knZ07d6p27dr65ZdfVKVKlQzXT3Fxcerevbu2bNlibduyZYseeeQRH7UWuDnvvvuuQkNDNWDAACUnJyssLExer1cPPvig7Ha7PvvsM1WpUkVBQUE6f/68OnXqpBUrVlgPREjSxo0bFRUV5etTAQDAJwi7YHG73Vq7dq3mzJmjs2fPaujQoWrQoIGvm4U85lqd/r///ruUNm2Jx+OxpmzIKsnJyfrjjz/kcDhUunRpOj+Ro8x6S0hI0NGjRzVjxgwdPHhQZ86ckdvt1uOPP65atWpZi7ZnR31e/bkDsptZxzt27FDPnj0VFRWlIkWK6M4771SvXr1UqlQpDRw4UAMGDMi2NlD38FfXC7ymTZumzp07K1++fEpMTNSSJUvUq1cvffnll2rZsqVP2w1khbi4ONWuXdta48t04sQJderUSd999521bf369WrYsKGPWgpknnlNMn78eC1atEjr1q2T0q6X0gddf/vb36S0BxmCg4NlGIaqVaum/fv3S5I2bdqkevXq+fRcAADwpSBfNwC5R1BQkJo3b67mzZsrKSlJ+fPnp9MfOcqst3PnzmnHjh2aOXOmdu/ebV28ly1bVmXLltU//vEP1a5dW8WKFZOyoMMyLCxMZcuWtX6m5pFTzA7L/fv3a9SoUYqNjdWFCxdks9ms6d327t2rokWL6ty5c3r55ZezpT7p8EdOMgxDdrtdu3fvVv369TV8+HD16dNHRYoU0bhx42QYhk6ePKlx48bpscceU+XKlbOlHdQ9/NXVUxqmD7x69Oih5ORkValSRVu2bNHEiRO1aNEixcTE+LrZwG0zDENut/tPU44fP35cXbt2zRB0rVu3jqALfsO8JunYsaOWLVsmpd0nPPjgg3I4HBmCLknWzA9JSUnWPTFBFwAAhF25ltl5f/78eRUtWjTHf2/+/PklOv2Rg8xO/7i4OA0aNEg//PCDzp49a+0PDg7WqVOndOzYMT3xxBN66aWX1KVLF0VFRdFhCb9kLsK+ZcsWPfXUU2rZsqU6deqkEiVK6JdfftHSpUuVnJwsSTpz5owmTZqkKlWqqH79+r5uOnBbbDabzp49q8GDB+vvf/+7hg8fLqX9HUj/vV+qVCnregRARlcHXo8++qj27NkjSerfv7+CgoLkdDq1du1apmdGwLDZbCpVqpSKFy9uBV5m0LV+/XrruHXr1qlRo0Y+bClwa0JCQnTy5Elt2LBBAwcOvGbQZXK73Vq4cKG+//57bdiwgaALAADCrtzLZrPp999/V7Vq1TR69Gj16dMnx34vkNPMTv/t27dbHTL16tVTmTJlFBQUpF9//VVr1qyxwle3263//ve/Onz4sP7xj39wMwu/Y45s2bNnj5588kkNHjxYgwYNsvZfvnxZmzZtUvv27XX58mU5HA7t2bPHGgkD+CtzBO+vv/6qCxcuqFmzZlLaZ8LhcOiFF17QypUrVbp0aTVo0EB33nmnr5sM5FrpA69vv/1WMTExOnz4sLxer5xOJ0/5IyAVLVpU4eHhMgxDx48fV5cuXf40oot7A/iriIgIPfDAA2rWrJnuv//+vwy6JOnbb79Vt27dtHTpUu4PAABIw5pdudj+/ftVvXp12Ww2TZ069U8LTgOBJC4uTg0bNlSjRo00YMCAPy2qu3TpUi1ZskSzZs1SamqqlDb1Zrdu3fTmm2+qZMmSPmo5cGvOnTun/v37q1atWurXr590jSk5f/75Z9WrV09XrlyRJNWuXVtr1qxRgQIFfNZuICu0b99ecXFx+uWXX6xtZhB26dIlFShQQA6HI8N2ANdmjo6fPXu2nn/+eYnprBCgXC6XkpOTVbt2bX3wwQeaNGmSVq1aZe0n6EIg2LZtm/75z3/qgw8+UI0aNf7yuPfee08PPvigWrRokaPtAwAgN2NkVy5kdnZu2bLFmp7h5Zdfls1m0wsvvODr5gFZLiUlRePGjVNMTIzeffddVapUSZLkdDrlcDjkcDj02GOP6b777lP16tU1dOhQJScny+12a+bMmWrdurVat27t69MAMsX8jk9ISFBqamqGG9T0QZfH49F9992nzz77TB06dFBqaqoMw7Dm6Af82Z49e3T33XdL6TrqzUCrUKFC1nFut1tBQde+XL3d9RqBQOFwOHThwgWtXLlSIuhCALPZbCpUqJCCg4PVu3dv/f7779Y+gi4Eitq1a+vrr7++4VTOQ4cOzbE2AQDgL3hMNhcyO2727t2bYftLL72kmTNn+qhVQPZJTk7Wpk2b1KJFCyvoUtqc5eaT/ZJ01113qVevXho3bpxCQ0OltKBs5MiRSkxMFANV4Q/M7/ixY8cqOTlZVatWveZxZu3XrVvXCsQcDoecTqe8Xm8OthjIWseOHdPhw4etTpz03/Mms8bNoMvpdColJcVax07pPkt89yOvc7vdWr16tWJjY7V+/XqCLgQs829CWFgYQRcCWnh4+HVHtXPtAwDAtRF25VJbtmzRjBkzNHHiRN1///3WdgIvBBLzIn39+vUyDEPdunXLsP1agoOD1bp1a/Xs2VN2u112u12XL1/mCX/4nUuXLumpp56S0qblUdoIl6vdcccdiomJkSSVLl36mje/5meGG1/4A5fLJa/Xq7179+rixYt/qnuPx2N9t2/dulX//Oc/9fjjjysmJkaNGjXSK6+8ojFjxuj06dNyuVyy2WzX/OwAeYHb7dacOXPUq1cvzZs3Tw0bNvR1k4BsYz4IUbBgQWsbQRfyIu57AQC4NqYxzIVOnz6tefPmqUaNGurZs6cef/xxtWrVSnFxcVJa4CWJKQ3h98yL9NOnTytfvnxSWifojaZpu/POOxUdHa0JEyZIkg4cOKCdO3cqOjo6B1oN3B6Xy6WgoCD9+uuvKly4sNauXatdu3apc+fOKlmypDWlm9JN4fbQQw/JZrPpkUcekSSdOXNGv//+u7xer65cuaLw8HDVrFlTXq9XDoeDNY6QqxmGoXz58unixYu6fPmyChcubO0za/7UqVPq0KGD/vjjD+3bt08Oh8MKhXfu3Cmv16ulS5cqKipKQ4cOVURERIbPDpBXJCUlaciQIZo5c6YaN27s6+YA2cq8tilevLgk6bvvvlODBg183CoAAADkFvSE5TJer1dLlizR4sWL1b59ewUFBalcuXJavny5qlWrZh3HCC8EAnMUyvHjx62b1+DgYHm93huOUHnyySetwNcwDKWkpORAi4HbFxwcLJvNpoceeki9e/dW06ZNNXjwYN199906d+5chs56c7qeo0ePKjw8XDVq1FCfPn308MMPq1atWnr44YcVHR2thx56SM2bN9e4ceOUmJgou93OSBfkWpGRkSpSpIiOHz+uSZMmWSGW1+tVUFCQTpw4oerVq+uBBx7QvHnzlJCQoP3792vixImqX7++9WT/5s2b9f7776tVq1bWZ4e6R15TqFAhHTp0SI8//rivmwLkmL59+2rFihUEXQAAAMiAsCuXOXHihIYPH67o6Gj16NFDSlunomzZsoqNjSXwQkBq0qSJwsLC5Ha7JUkXL1687tQMZkdnrVq1pLSnPM2RYYC/qFSpks6cOSObzabixYsrJSXFGsFrMkPftWvXKikpSf369dOUKVN04sQJKxQLCQmRJK1evVrvvPOO2rZtq/Pnz1sjvIDcxOPxKCgoSBEREVLaKK3U1FQp7bv88uXLev755/XSSy9p/Pjx+tvf/qbw8HCVL19er7zyijZs2KBu3brJ4XDIZrPJ4XBo69atatWqlRISEuRwOJjOE3lOeHi4r5sA5KioqCg1a9bM180AAABALkPYlcuUKFFCc+fO1X//+18prVM/JCREHo9Hd955J4EXAooZaJUpU0Zbt27VW2+9peeee07lypXTyJEjMyw8nZ45Cqx169YqXry4vF6vLly4cM1jk5OTs/EMgFv36quvql27djIMQ3/88YeUtj6XyePxyGazacmSJZo1a5ZGjx6tefPmyeVyaefOnVq0aJHuvfdea90Km82mK1euaNWqVXriiSd06dIlpjJEruNwOBQSEqKuXbtKklatWqVRo0ZZ+48dO6YqVaroX//6l3TVOnZmiDVt2jS9+uqr1vWRw+HQ9u3bNXToUKWkpLCOBQAAAAAAeRC9YLlMaGioYmJipHQLtCutc4jAC4GqcuXKatOmjcaNG6d58+bpypUrGjVqlHbu3PmXr/F6vQoPD1dYWJiU9hm5ltjYWG3ZsiXb2g7cCnPE1bx58zRkyBD17NlT69evV5UqVaxjHA6H1q9fr6efflpTp07V4MGDdf/998vhcKh69epq1aqVVq9erWHDhqlKlSoyDEOGYSgoKEi7du3SnDlzMvwuIDcwA6vKlStb03T+5z//0axZsyRJ27dv12+//abQ0FDpqu/29NMUfvjhh3rjjTdUsGBBq8Y3bNigH3/8UaLuAQAAAADIcwi7crGrO+8JvBDI3n77bavmzel4jhw58pfH2+12FS9e3Jqr35wSK73z589rxYoVWrlypVwuF1NbIdew2+1WZ/x7772nCRMmqGHDhlaNGoYhl8ulN998U5MnT9ZLL71kbVfaKC7DMBQZGalu3brpn//8p2rWrCmv1yuPx6OkpCStXLnS+l1AbmGOunrsscfUvHlzSVJKSoomTJigTZs26W9/+5uqVq0qSdZaXumlD7xGjhyp7t27W++5b98+ffXVVxJ1DwAAAABAnkNPgJ8h8EKgql69upYvX65ChQopKSlJBQsW1JNPPvmXx5tBgTmF25UrV/50TNGiRdWhQwd98sknWrJkiWw2G0/7I9ew2+1WeBUcHCylCwJsNpuCg4MVGxtrrd9oGEaG6dnM/xcqVEjPPPOM3nrrLd17773WcYsXL9bevXt9cGbA9Znfwy+++KLKlSsnr9er3bt365133tH8+fO1b98+Kd3n4mrpA6+xY8eqd+/ekqSgoCBt2LBBqampPNwAAAAAAEAeQ9jlhwi8EKiioqIUFxenlStXKi4uTuXKlcuwXkt6ZkdmxYoVJUkhISF/6tw0DEPR0dHq06ePOnbsqD179mQIGABfu9HaQvny5cvUsaGhoWrYsKGefvpphYSEyOFwyGazKSUlJUvbC2QFc9RVdHS0atSoIaUFYGvWrNH+/fuVkpKis2fPSlet2ZVe+sDro48+UpMmTeR2u/Xjjz/q/PnzrNsFAAAAAEAeQ9jlpwi8EKhKly6txo0bq0yZMvJ6vX+5Fpe5PTIyUpJUpkyZP3Vu2mw2ud1ulS1bVoZhqFevXjp69CidoPAbN1OrBQsWVPfu3VW6dGm53W55PB6dP38+W9sH3I5ixYrpgw8+sKaudbvdWrx4sVavXq0PPvhASvuu/6sHFBwOh7xer2w2m/r06aM77rhDISEhfxmQAQAAAACAwEXY5cduN/BKTU3NgVYCty4za66EhYVdd//evXv10UcfyeVyaceOHRo/frzcbncWthLIHTwej8qVK6dBgwbJZrPp3nvvtda0A3KrKlWqaMWKFdaUtKGhoZKkjz/+WHPmzJHSrVF3Lebfidq1ays0NFQFCxbUHXfckWPtBwAAAAAAuQNhl5+7UeA1Y8aMP73G5XLpiy++0BtvvHHNdY4Af1K+fHmrs/PqztC4uDj16tVLO3bskNIC3ueee05BQUE+aSuQnczPQalSpWQYhooWLcq0nfALdevW1bhx41SgQAGlpKQoODhYV65c0fTp07V+/XrpBoGX1+tVsWLFFBwcrKJFi173WAAAAAAAEJgIuwLA9QKvl19+WZ988om1bktiYqLmz5+vHj16qGXLlipQoIAPWw7cvnz58ilfvnzKnz9/hinfTpw4oT59+mjLli3WtvXr1+uRRx7xUUuBW2N22l+8eFEnTpyQ1+u95nFm/V+6dEmS1K1bNwUFBTFtJ/xC586dNXnyZIWHh8vlckmSNm3apA8//FDLly+X0mr8WvVvt9t15MgRpaamql+/fgoODqbuAQAAAADIYxjeECCuDrxatmypuLg4SVKPHj2UnJysKlWqaMuWLZo4caIWLVqkmJgYXzcbuC2GYVhrE6V3/Phxde3aVd999521bd26dWrYsKEPWgncHpvNpu+//14jRozQ9u3b9cgjj2jEiBGqW7fun471eDzasWOHKlWqpJYtW/qkvcCtCA0NVdeuXVWyZEl16NBBFy9elMfj0bJly3T27FmdPXtWXbt2ld1ul9frlWEYGdZ03LZtm8LDw/Xoo4/69DwAAAAAAIB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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plotting.parameter_plot(\n", + " lambda_values, beta_ridge_list, labels={\"xlabel\": \"$\\\\lambda$\"}\n", + ")\n", + "\n", + "\n", + "# Set xtick labels to scientific notation\n", + "def format_number(num: float) -> str:\n", + " if num == 0:\n", + " return \"$0$\"\n", + " exponent = int(np.floor(np.log10(abs(num))))\n", + " coefficient = num / 10**exponent\n", + " return f\"${coefficient:.0f}\\\\cdot10^{{{exponent}}}$\"\n", + "\n", + "\n", + "ax.set_xticklabels(\n", + " [f\"${format_number(tick)}$\" for tick in lambda_values[::3]], rotation=45\n", + ")\n", + "fig.savefig(os.path.join(FIG_DIR, \"ridge_parameter_plot.pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d9999403", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/lars/Documents/Studium/UiO/data_analysis/project1/.venv/lib64/python3.13/site-packages/numpy/_core/_methods.py:134: RuntimeWarning: overflow encountered in reduce\n", + " ret = umr_sum(arr, axis, dtype, out, keepdims, where=where)\n", + "/home/lars/Documents/Studium/UiO/data_analysis/project1/src/optimizers.py:43: RuntimeWarning: overflow encountered in square\n", + " return 0.5 * np.mean(error**2)\n", + "/home/lars/Documents/Studium/UiO/data_analysis/project1/src/optimizers.py:47: RuntimeWarning: overflow encountered in matmul\n", + " return (X.T @ error) / len(y)\n", + "/home/lars/Documents/Studium/UiO/data_analysis/project1/src/optimizers.py:42: RuntimeWarning: invalid value encountered in matmul\n", + " error = (X @ theta) - y\n", + "/home/lars/Documents/Studium/UiO/data_analysis/project1/src/optimizers.py:46: RuntimeWarning: invalid value encountered in matmul\n", + " error = (X @ theta) - y\n", + "/home/lars/Documents/Studium/UiO/data_analysis/project1/src/optimizers.py:47: RuntimeWarning: invalid value encountered in matmul\n", + " return (X.T @ error) / len(y)\n", + "/home/lars/Documents/Studium/UiO/data_analysis/project1/.venv/lib64/python3.13/site-packages/numpy/_core/fromnumeric.py:86: RuntimeWarning: overflow encountered in reduce\n", + " return ufunc.reduce(obj, axis, dtype, out, **passkwargs)\n", + "/home/lars/Documents/Studium/UiO/data_analysis/project1/src/optimizers.py:50: RuntimeWarning: overflow encountered in square\n", + " return OLS_cost_func(X, y, theta) + 0.5 * lam * np.sum(np.square(theta))\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "X_train = datamanip.polynomial_features(x_train, 10, False)\n", + "X_test = datamanip.polynomial_features(x_test, 10, False)\n", + "X_tr, X_te = datamanip.scale_data(X_train, X_test)\n", + "y_tr, y_te = datamanip.scale_data(y_train, y_test)\n", + "\n", + "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=plotting.get_figsize(0.5))\n", + "num_iters = 10_000\n", + "\n", + "for learning_rate in np.logspace(-4, 0, 5):\n", + " optimal_result, cost_history = optimizers.gradient_descent(\n", + " X_tr,\n", + " y_tr,\n", + " optimizers.OLS_cost_func,\n", + " optimizers.OLS_grad_cost_func,\n", + " num_iters=num_iters,\n", + " eta=learning_rate,\n", + " )\n", + " optimal_result_ridge, cost_history_ridge = optimizers.gradient_descent(\n", + " X_tr,\n", + " y_tr,\n", + " optimizers.Ridge_cost_func,\n", + " optimizers.Ridge_grad_cost_func,\n", + " num_iters=num_iters,\n", + " eta=learning_rate,\n", + " lam=0.1,\n", + " )\n", + " ax1.plot(cost_history, label=f\"$\\\\eta = 10^{{{int(np.log10(learning_rate))}}}$\")\n", + " ax2.plot(\n", + " cost_history_ridge, label=f\"$\\\\eta = 10^{{{int(np.log10(learning_rate))}}}$\"\n", + " )\n", + "ax1.set_xlabel(\"Iteration\")\n", + "ax1.set_ylabel(\"OLS Cost\")\n", + "ax1.legend()\n", + "ax1.set_ylim(bottom=0.465, top=0.505)\n", + "ax2.set_ylim(bottom=0.4775, top=0.505)\n", + "ax2.set_xlabel(\"Iteration\")\n", + "ax2.set_ylabel(\"Ridge Cost\")\n", + "ax2.legend()\n", + "fig.tight_layout()\n", + "fig.savefig(os.path.join(FIG_DIR, \"gradient_descent_convergence.pdf\"))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "project1", + "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": "3.13.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/optimizers.py b/src/optimizers.py new file mode 100644 index 0000000..b312e8a --- /dev/null +++ b/src/optimizers.py @@ -0,0 +1,60 @@ +import numpy as np + + +def Ridge_parameters(X: np.ndarray, y: np.ndarray, lam: float) -> np.ndarray: + """Computes the Ridge regression parameters. + Args: + X: The input data matrix of shape (n_samples, n_features). + y: The target vector of shape (n_samples,). + lam: The regularization parameter (lambda). + Returns: + The Ridge regression parameters of shape (n_features,). + """ + # Assumes X is scaled and has no intercept column + return np.linalg.inv(X.T @ X + lam * np.eye(X.shape[1])) @ X.T @ y + + +def OLS_parameters(X: np.ndarray, y: np.ndarray) -> np.ndarray: + """Computes the Ordinary Least Squares (OLS) regression parameters. + Args: + X: The input data matrix of shape (n_samples, n_features). + y: The target vector of shape (n_samples,). + Returns: + The OLS regression parameters of shape (n_features,). + """ + return Ridge_parameters(X, y, lam=0.0) # OLS is Ridge with lambda=0 + + +def gradient_descent( + X, y, cost_func, grad_cost_func, eta=0.1, num_iters=1000, **kwargs +): + # Initialize weights + theta = np.zeros(X.shape[1]) + # Store cost history + cost_history = np.zeros(num_iters) + for t in range(num_iters): + # Compute cost + cost_history[t] = cost_func(X, y, theta, **kwargs) + # Compute gradient + grad = grad_cost_func(X, y, theta, **kwargs) + # Update weights + theta -= eta * grad + return theta, cost_history + + +def OLS_cost_func(X, y, theta): + error = (X @ theta) - y + return 0.5 * np.mean(error**2) + + +def OLS_grad_cost_func(X, y, theta): + error = (X @ theta) - y + return (X.T @ error) / len(y) + + +def Ridge_cost_func(X, y, theta, lam): + return OLS_cost_func(X, y, theta) + 0.5 * lam * np.sum(np.square(theta)) + + +def Ridge_grad_cost_func(X, y, theta, lam): + return OLS_grad_cost_func(X, y, theta) + lam * theta diff --git a/src/plotting.py b/src/plotting.py new file mode 100644 index 0000000..1bc41d7 --- /dev/null +++ b/src/plotting.py @@ -0,0 +1,133 @@ +import matplotlib.pyplot as plt +from matplotlib.colors import SymLogNorm +import numpy as np + +FIG_WIDTH = 6 + + +def get_rc_params(): + colors = ["FF220C", "70D6FF", "8AAA79", "666370", "1C1F33"] + rcParams = plt.rcParams + # Use LaTeX for rendering + # Setup fonts + rcParams["text.usetex"] = True + rcParams["font.family"] = "serif" + rcParams["font.size"] = 12 + rcParams["axes.labelsize"] = 12 + rcParams["axes.titlesize"] = 12 + rcParams["legend.fontsize"] = 10 + rcParams["xtick.labelsize"] = 10 + rcParams["ytick.labelsize"] = 10 + # Figure size and resolution + rcParams["figure.figsize"] = (FIG_WIDTH, 4) + rcParams["figure.dpi"] = 300 + # Use colors from the palette + rcParams["axes.prop_cycle"] = plt.cycler(color=[f"#{color}" for color in colors]) + # Grid + rcParams["axes.grid"] = True + rcParams["grid.alpha"] = 0.5 + rcParams["grid.linestyle"] = "--" + # Point ticks to the inside of the axes + rcParams["xtick.direction"] = "in" + rcParams["ytick.direction"] = "in" + rcParams["xtick.top"] = True + rcParams["ytick.right"] = True + return rcParams + + +def set_rc_params(): + plt.rcParams.update(get_rc_params()) + + +set_rc_params() + + +def get_figsize(rel_height: float = 2 / 3) -> tuple[float, float]: + """Returns a figure size tuple based on the global FIG_WIDTH and a relative height. + Args: + rel_height: The relative height of the figure compared to FIG_WIDTH. + Returns: + A tuple (width, height) for the figure size. + """ + return (FIG_WIDTH, FIG_WIDTH * rel_height) + + +def mse_r2_plot( + polynomial_degrees: np.ndarray, + train_mse_list: list[float], + mse_list: list[float], + train_r2_list: list[float], + r2_list: list[float], + labels: dict[str, str] | None = None, +) -> tuple[plt.Figure, tuple[plt.Axes, plt.Axes]]: + std_labels = { + "set1": "Train Set", + "set2": "Test Set", + "xlabel": "Polynomial Degree", + "ylabel1": "Mean Squared Error", + "ylabel2": "$R^2$ Score", + } + + if labels is None: + labels = std_labels + else: + for key in std_labels: + if key not in labels: + labels[key] = std_labels[key] + + fig, (ax1, ax2) = plt.subplots(1, 2, figsize=get_figsize(0.5)) + ax1.plot(polynomial_degrees, train_mse_list, marker="o", label=labels["set1"]) + ax1.plot(polynomial_degrees, mse_list, marker="o", label=labels["set2"]) + ax1.legend() + ax1.set_xlabel(labels["xlabel"]) + ax1.set_ylabel(labels["ylabel1"]) + + ax2.plot(polynomial_degrees, train_r2_list, marker="o", label=labels["set1"]) + ax2.plot(polynomial_degrees, r2_list, marker="o", label=labels["set2"]) + ax2.legend() + ax2.set_xlabel(labels["xlabel"]) + ax2.set_ylabel(labels["ylabel2"]) + + fig.tight_layout() + return fig, (ax1, ax2) + + +def parameter_plot( + polynomial_degrees: np.ndarray, + beta_OLS_list: list[np.ndarray], + labels: dict[str, str] | None = None, +) -> tuple[plt.Figure, plt.Axes]: + std_labels = { + "xlabel": "Polynomial Degree of Fit", + "ylabel": "Coefficient Index $i$", + "cbar": "Coefficient Value", + } + + if labels is None: + labels = std_labels + else: + for key in std_labels: + if key not in labels: + labels[key] = std_labels[key] + + fig, ax = plt.subplots(figsize=get_figsize(0.5)) + beta_OLS = np.zeros((beta_OLS_list[-1].shape[0], len(polynomial_degrees))) + beta_OLS[:] = np.nan + for i in range(len(beta_OLS_list)): + for j in range(len(beta_OLS_list[i])): + beta_OLS[j, i] = beta_OLS_list[i][j] + cmap = plt.get_cmap("coolwarm") + norm = SymLogNorm( + linthresh=1e-3, vmin=np.nanmin(beta_OLS), vmax=np.nanmax(beta_OLS) + ) + im = ax.imshow(beta_OLS, aspect="auto", cmap=cmap, origin="lower", norm=norm) + cbar = fig.colorbar(im, ax=ax) + cbar.set_label(labels["cbar"]) + ax.set_xlabel(labels["xlabel"]) + ax.set_ylabel(labels["ylabel"]) + ax.set_xticks(np.arange(0, len(polynomial_degrees), step=3)) + ax.set_xticklabels(polynomial_degrees[::3]) + ax.set_yticks(np.arange(0, beta_OLS.shape[0], 5)) + 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