diff --git a/one_vs_others_DEMO.ipynb b/one_vs_others_DEMO.ipynb index aa6f87a4c8178ee9a8e1e32704a61358d46c58d6..86de9961be8c2d4778c30bf731b1225b74f86aad 100644 --- a/one_vs_others_DEMO.ipynb +++ b/one_vs_others_DEMO.ipynb @@ -14,7 +14,7 @@ "\n", "<br>\n", " \n", - "##### 6 AUGUST 2023 \n", + "##### 16 AUGUST 2023 \n", "\n", "##### Juan Ignacio Mendoza Garay \n", "##### doctoral student \n", @@ -44,7 +44,7 @@ }, { "cell_type": "code", - "execution_count": 132, + "execution_count": 1, "metadata": { "editable": true, "slideshow": { @@ -74,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 133, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -83,15 +83,20 @@ "# The authors of he dataset are Esteban Maestre, Panos Papiotis, Marco Marchini and Alfonso Perez.\n", "# More information here: https://www.upf.edu/web/mtg/quartet-dataset\n", "\n", - "dataset_path = '/Users/me/Documents/UP3E' # <--- path of the dataset folder\n", + "dataset_path = '/Users/juigmend/Documents/learning_Python/quartet_data/UP3E' # <--- path of the dataset folder\n", + "\n", + "# dataset_path = '/Users/me/Documents/UP3E' # <--- path of the dataset folder\n", "results_path = '' # <--- path to save figures (empty = don't save)\n", "fn_prefix = 'C7.Body.' # <--- marker.name (e.g., 'C7.Body' for upper body, 'TFHD.Body' for top forehead)\n", "fn_instr_all = ['Violinist1','Violinist2','Violist','Cellist'] # <--- All instruments to consider\n", "fn_dims = ['_X','_Y','_Z'] # <--- spatial axes to consider (e.g., X,Y,Z)\n", + "sampling_rate = 441 # <--- sampling rate of current dataset\n", "\n", "downsample_factor = 9 # <--- downsampling factor (9 results in 49 Hz at sampling rate = 441 Hz)\n", "\n", - "font_size = 10 # <--- font size for figures" + "font_size = 10 # <--- font size for figures\n", + "\n", + "time_unit = '' # <--- time unit for figures (empty = samples, 's' = seconds)" ] }, { @@ -104,7 +109,7 @@ }, { "cell_type": "code", - "execution_count": 134, + "execution_count": 3, "metadata": { "tags": [] }, @@ -142,7 +147,7 @@ }, { "cell_type": "code", - "execution_count": 135, + "execution_count": 4, "metadata": { "tags": [] }, @@ -167,7 +172,7 @@ }, { "cell_type": "code", - "execution_count": 136, + "execution_count": 5, "metadata": { "tags": [] }, @@ -175,24 +180,51 @@ "source": [ "plt.rcParams.update({'font.size':font_size})\n", "\n", - "def plot_ts(y,y_label='',title='',labels='',file_name=''):\n", + "def plot_ts(y,xy_label='',title='',labels='',file_name=''):\n", " \n", " \"\"\" \n", " Make a beautiful plot.\n", " \n", - " INPUT:\n", - " \n", - " y : time-series.\n", - " y_label : label for time-series data\n", - " title : title of the figure\n", - " data_labels : labels for time-series data in row order\n", + " INPUT: \n", + " y : time-series (numpy array)\n", + " xy_label : labels for x and y (list)\n", + " if x label:\n", + " is empty, then x_label = 'time (samples)'\n", + " is 's', then x_label = 'time (s.)' and ticks will be converted to seconds \n", + " title : title of the figure (string)\n", + " data_labels : labels for time-series data in row order (list)\n", " file_name : file name without extension (empty = don't save)\n", " \n", " \"\"\"\n", " \n", - " plt.plot( np.arange(0,y.shape[y.ndim-1],1) ,y.T )\n", - " plt.xlabel('time (samples)')\n", - " plt.ylabel(y_label)\n", + " plt.plot( y.T )\n", + " if xy_label:\n", + " if xy_label[0]:\n", + " if xy_label[0] == 's':\n", + " ds_fps = sampling_rate/downsample_factor\n", + " n_x = math.floor(plt.xlim()[1]/ ds_fps)\n", + " new_x_locs = []\n", + " new_x_lbls = []\n", + " for idx in range(0,n_x+1):\n", + " new_x_locs.append(idx*ds_fps)\n", + " new_x_lbls.append(idx)\n", + " plt.xticks(new_x_locs,new_x_lbls) \n", + " plt.xlabel('time (s)')\n", + " \n", + " n_y = len(plt.yticks()[0])\n", + " y_inc_f = y.max() / n_y\n", + " y_inc_s = (y.max() * ds_fps) / n_y\n", + " new_y_locs = []\n", + " new_y_lbls = []\n", + " for idx in range(0,n_y+1):\n", + " new_y_locs.append(idx*y_inc_f)\n", + " new_y_lbls.append(round(idx*y_inc_s))\n", + " plt.yticks(new_y_locs,new_y_lbls) \n", + " else:\n", + " plt.xlabel(xy_label[0])\n", + " else:\n", + " plt.xlabel('time (frames)')\n", + " plt.ylabel(xy_label[1])\n", " plt.title(title)\n", " if labels:\n", " plt.legend(labels)\n", @@ -202,7 +234,7 @@ }, { "cell_type": "code", - "execution_count": 137, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -240,7 +272,7 @@ }, { "cell_type": "code", - "execution_count": 138, + "execution_count": 7, "metadata": { "tags": [] }, @@ -278,7 +310,7 @@ }, { "cell_type": "code", - "execution_count": 139, + "execution_count": 8, "metadata": { "tags": [] }, @@ -356,7 +388,7 @@ }, { "cell_type": "code", - "execution_count": 140, + "execution_count": 9, "metadata": { "tags": [] }, @@ -414,7 +446,7 @@ }, { "cell_type": "code", - "execution_count": 141, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -471,7 +503,7 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": 11, "metadata": { "tags": [] }, @@ -492,14 +524,14 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": 12, "metadata": { "tags": [] }, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -513,12 +545,12 @@ "\n", "i_inst = 2 # <--- select instrument\n", "\n", - "plot_ts( pos_all_raw[:,:,i_inst],'position (mm)','raw - '+fn_instr_all[i_inst],['x','y','z'])" + "plot_ts( pos_all_raw[:,:,i_inst],[time_unit,'position (mm)'],'raw - '+fn_instr_all[i_inst],['x','y','z'])" ] }, { "cell_type": "code", - "execution_count": 144, + "execution_count": 13, "metadata": { "tags": [] }, @@ -546,7 +578,7 @@ }, { "cell_type": "code", - "execution_count": 145, + "execution_count": 14, "metadata": { "tags": [] }, @@ -594,12 +626,12 @@ }, { "cell_type": "code", - "execution_count": 146, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -613,12 +645,12 @@ "\n", "i_inst = 2 # <--- select instrument\n", "\n", - "plot_ts( pos_all_smooth[:,:,i_inst],'position (mm)','smooth - '+fn_instr_all[i_inst],['x','y','z'])" + "plot_ts( pos_all_smooth[:,:,i_inst],[time_unit,'position (mm)'],'smooth - '+fn_instr_all[i_inst],['x','y','z'])" ] }, { "cell_type": "code", - "execution_count": 147, + "execution_count": 16, "metadata": { "tags": [] }, @@ -635,12 +667,12 @@ }, { "cell_type": "code", - "execution_count": 148, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjcAAAHFCAYAAAAOmtghAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD+naQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAgAElEQVR4nOzdeZxT9b0//le2SWYfQGYYBAVEUVCUC1hwA+W6AFLXam3ryr2PS4viT0q9X9C61ArWpUVahUtlqaXV3itIUSmi1UGxWIsMioKo7MsMO7NP9t8fyeeck+TkJCeTzDk583o+HjycZJLJZ8bM5J335/15v23hcDgMIiIiIouwG70AIiIiomxicENERESWwuCGiIiILIXBDREREVkKgxsiIiKyFAY3REREZCkMboiIiMhSGNwQERGRpTC4ISIiIkthcENEneaGG25AYWEhTp48mfQ2P/zhD+FyufCrX/0KNpsNu3fv1v04jz32GGw2W8x1Y8eOxdixY3V9na1bt+Kxxx7LaA1EZBwGN0TUaSZPnoz29nb8+c9/Vv18Q0MDXn/9dVx77bW45557sGHDBlRXV2flsV988UW8+OKLuu6zdetWPP744wxuiPIMgxsi6jTjx49H7969sXjxYtXPv/LKK2hra8PkyZPRs2dPjBo1Cm63OyuPPXjwYAwePDgrX4uIzI3BDRF1GofDgTvvvBOffvoptmzZkvD5JUuWoLq6GuPHj8fSpUtVt6UWL16M888/Hx6PB927d8cNN9yAbdu2pXxstW2p+fPn4/zzz0dJSQlKS0tx9tlnY9asWQCApUuX4nvf+x4A4PLLL4fNZoPNZsPSpUsz+t6JqPMwuCGiTnXPPffAZrMlZG+2bt2KTz75BHfeeSccDofqfefMmYPJkydjyJAhWLFiBZ5//nl8/vnnGD16NL755htd63j11Vfxk5/8BGPGjMHrr7+OlStX4oEHHkBLSwsAYOLEiZg9ezYA4IUXXsCGDRuwYcMGTJw4MYPvmog6k9PoBRBR1zJw4EBcdtllWLZsGZ5++mm4XC4AkIKde+65R/V+J0+exBNPPIEJEybE1OyMHTsWZ555Jh577DH86U9/SnsdH330ESoqKjBv3jzpunHjxkkf9+zZE2eeeSaAyJbWqFGj0v8michQzNwQUaebPHkyjh49ilWrVgEAAoEAli1bhksvvVQKKOJt2LABbW1tuOuuu2Ku79u3L6644gr8/e9/17WGCy+8ECdPnsRtt92Gv/71rzh69GhG3wsRmQ+DGyLqdDfffDPKy8uxZMkSAMDq1atx6NAhTJ48Oel9jh07BgCqp6d69+4tfT5dt99+OxYvXow9e/bgpptuQmVlJb7zne/gnXfe0fV1iMh8GNwQUacrLCzEbbfdhjVr1qCurg6LFy9GaWmpVMCrpkePHgCAurq6hM8dPHgQp5xyiu513H333fjHP/6BhoYGvPXWWwiHw7j22muxZ88e3V+LiMyDwQ0RGWLy5MkIBoN45plnsHr1anz/+99HUVFR0tuPHj0ahYWFWLZsWcz1+/fvx3vvvRdTL6NXcXExxo8fj4ceegg+nw9ffvklAEjH0Nva2jL+2kTU+VhQTESGGDFiBIYOHYq5c+ciHA5rbkkBQEVFBX7+859j1qxZuOOOO3Dbbbfh2LFjePzxx+HxePDoo4/qevz//M//RGFhIS6++GJUV1ejvr4ec+bMQXl5OUaOHAkAOPfccwEACxcuRGlpKTweD/r37y9lkYjInJi5ISLDTJ48GeFwGIMHD8Z3vvOdlLefOXMmXnrpJXz22We4/vrrce+992LIkCH4xz/+kbQQOZlLL70UX3zxBe6//35ceeWVeOCBB3DWWWfhww8/RM+ePQEA/fv3x9y5c/HZZ59h7NixGDlyJN54442Mvlci6jy2cDgcNnoRRERERNnCzA0RERFZCoMbIiIishQGN0RERGQpDG6IiIjIUhjcEBERkaUwuCEiIiJL6XJN/EKhEA4ePIjS0lLYbDajl0NERERpCIfDaGpqQu/evWG3a+dmulxwc/DgQfTt29foZRAREVEG9u3bhz59+mjepssFN6WlpQAiP5yysjKDV0NERETpaGxsRN++faXXcS1dLrgRW1FlZWUMboiIiPJMOiUlLCgmIiIiS2FwQ0RERJbC4IaIiIgshcENERERWQqDGyIiIrIUBjdERERkKQxuiIiIyFIY3BAREZGlMLghIiIiS2FwQ0RERJbC4IaIiIgshcENERERWQqDGyIiIsoKXyCEQDBk9DIY3BAREVHHHW324qKn3sMVz61Duz9o6FoY3BAREVGHvfHZQRxt9mLv8VbsPNJi6FoY3BAREVGHbatrlD7ef6LVwJUwuCEiIqIsqG/0Sh8fONlm4EoY3BAREVEW1DfIAc2BEwxuiIiIKM8dYuaGiIiIrCIcDqPZG5Aun2z1G7gaBjdERETUQb5gCMFQWLrc5GVwQ0RERHmszRfb16apPZDklp2DwQ0RERF1SIvJghunoY9OREREea/NFwlmCpx2LLx9OMoLXYauh8ENERERdUhrNHPTo7gAYwdVGrwabksRERFRB4ngpqjAYfBKIhjcEBERUYe0ScGNOTaEGNwQERFRh7REa24KmbkhIiIiK+C2FBEREVlKG4MbIiIispJW1twQERGRlYg+N8zcEBERkSWIDsUsKCYiIiJLkLalXNyWIiIiIgvgthQRERFZipS5cTO4ISIiIgto8/MouGT+/PkYOnQoysrKUFZWhtGjR+Nvf/tb0tvX1NTAZrMl/Pvqq686cdVERESk1OKNdig2Sc2Noavo06cPnnrqKQwcOBAA8Ic//AHXXXcdamtrMWTIkKT32759O8rKyqTLPXv2zPlaiYiISJ3ZOhQbGtxMmjQp5vKTTz6J+fPn4+OPP9YMbiorK1FRUZHr5REREVEauC2VRDAYxKuvvoqWlhaMHj1a87bDhg1DdXU1xo0bh/fff1/ztl6vF42NjTH/iIiIKHvYoTjOli1bUFJSArfbjSlTpuD111/H4MGDVW9bXV2NhQsXYvny5VixYgUGDRqEcePG4YMPPkj69efMmYPy8nLpX9++fXP1rRAREXVJ7dHMjdtleFgBALCFw+GwkQvw+XzYu3cvTp48ieXLl+Oll17CunXrkgY48SZNmgSbzYZVq1apft7r9cLr9UqXGxsb0bdvXzQ0NMTU7RAREVFmzv7539DuD+HDBy9H3+5FOXmMxsZGlJeXp/X6bXj+qKCgQCooHjFiBP71r3/h+eefx//8z/+kdf9Ro0Zh2bJlST/vdrvhdruzslYiIiJK5AuEAABupzkyN+ZYhUI4HI7JtKRSW1uL6urqHK6IiIiIkgmGwghF94BcDnOEFYZmbmbNmoXx48ejb9++aGpqwquvvoqamhqsWbMGADBz5kwcOHAAL7/8MgBg7ty56NevH4YMGQKfz4dly5Zh+fLlWL58uZHfBhERUZclsjYAUGCSzI2hwc2hQ4dw++23o66uDuXl5Rg6dCjWrFmDK6+8EgBQV1eHvXv3Srf3+XyYMWMGDhw4gMLCQgwZMgRvvfUWJkyYYNS3QERE1KX5gnJwY5bMjeEFxZ1NT0ESERERaTvS5MXIJ98FAOyaMwE2my0nj6Pn9dscIRYRERHlJX80c1PgsOcssNGLwQ0RERFlTNTcmKXeBmBwQ0RERB0gMjcuhzmyNgCDGyIiIuoALzM3REREZCVy5sY8IYV5VkJERER5hzU3REREZCn+YKSjTAEzN0RERGQFvmBkIjgzN0RERGQJvkAkc8OaGyIiIrIEH4+CExERkZX4pYJih8ErkTG4ISIiooz5pPELzNwQERGRBUizpVhQTERERFYg+tywoJiIiIgswaeYCm4W5lkJERER5R2/OArObSkiIiKyAqmJHzM3REREZAXS+AVmboiIiMgKpMGZzNwQERGRFcgdis0TUphnJURERJR3pMwNt6WIiIjICvycLUVERERWIjI3bmZuiIiIyAr8rLkhIiIiK/Fy/AIRERFZCQdnEhERkaVwcCYRERFZiuhQzIJiIiIisgRmboiIiMhSWHNDREREliKflmITPyIiIrIAZm6IiIjIUsTgTE4Fj5o/fz6GDh2KsrIylJWVYfTo0fjb3/6meZ9169Zh+PDh8Hg8GDBgABYsWNBJqyUiIqJ4fg7OjNWnTx889dRT2LhxIzZu3IgrrrgC1113Hb788kvV2+/atQsTJkzApZdeitraWsyaNQvTpk3D8uXLO3nlREREBMiZGzOdlnIa+eCTJk2Kufzkk09i/vz5+PjjjzFkyJCE2y9YsACnnXYa5s6dCwA455xzsHHjRjz77LO46aabOmXNREREFBEOh6U+N8zcqAgGg3j11VfR0tKC0aNHq95mw4YNuOqqq2Kuu/rqq7Fx40b4/f7OWCYRERFFicAGYOYmxpYtWzB69Gi0t7ejpKQEr7/+OgYPHqx62/r6elRVVcVcV1VVhUAggKNHj6K6ujrhPl6vF16vV7rc2NiY3W+AiIioixJbUgA7FMcYNGgQNm/ejI8//hg//vGPceedd2Lr1q1Jb2+zxZ6jD4fDqtcLc+bMQXl5ufSvb9++2Vs8ERFRFyaKiQFzZW4MX0lBQQEGDhyIESNGYM6cOTj//PPx/PPPq962V69eqK+vj7nu8OHDcDqd6NGjh+p9Zs6ciYaGBunfvn37sv49EBERdUUic+Ow2+Cwm6eJn+HbUvHC4XDMNpLS6NGj8cYbb8Rct3btWowYMQIul0v1Pm63G263O+vrJCIi6up8JuxODBicuZk1axY+/PBD7N69G1u2bMFDDz2Empoa/PCHPwQQybrccccd0u2nTJmCPXv2YPr06di2bRsWL16MRYsWYcaMGUZ9C0RERF2WGY+BAwZnbg4dOoTbb78ddXV1KC8vx9ChQ7FmzRpceeWVAIC6ujrs3btXun3//v2xevVqPPDAA3jhhRfQu3dvzJs3j8fAiYiIDCBGL5ipmBgwOLhZtGiR5ueXLl2acN2YMWOwadOmHK2IiIiI0iVvS5kruDHXasg0dh9twd+21Emn0YiIiOKZcWgmwOCGkhj7bA1+/KdNeHfbYaOXQkREJuVl5oby0UffHjV6CUREZFLS6AUGN5RPWn0Bo5dAREQmJdXccFuK8kkgyJobIiJSJ52WYuaG8omZOk4SEZG5yJkbc71WMLihBMoTUk6TdZ0kIiLzEE38WHNDpueP2YpicENEROrY54byRkiRuWGfGyIiSoZ9bihvBENh1Y+JiIiUROaG21JkesrMDWMbIiJKhpkbyhuhkOJjbksREVESrLmhvBGMydwwuCEiInW+6AEUBjdkeqy5ISKidEg1N9yWIrNTZmvYoZiIiJKRam5M1hONwQ0liAlulAU4RERECiwopryh3IryMXNDRERJsKCY8oYyWRMIMnNDRETqfMzcUL4IsuaGiIjSwMwN5Y3YbSlmboiISB1rbihvhFlQTEREaeBUcMob3JYiIqJ0+AOR1whLZW68Xm+21kEmwm0pIiJKhzdogZqbt99+G3fddRfOOOMMuFwuFBUVobS0FGPGjMGTTz6JgwcP5mqd1IliT0sxc0NEROr8+dyheOXKlRg0aBDuvPNO2O12/OxnP8OKFSvw9ttvY9GiRRgzZgzeffddDBgwAFOmTMGRI0dyvW7KodhtKWZuiIhInU/K3JirQ7EznRvNnj0bzz77LCZOnAi7PTEeuuWWWwAABw4cwPPPP4+XX34ZP/3pT7O7Uuo0yg7FbOJHRETJiNNSbpNlbtIKbj755JO0vtipp56Kp59+ukML6ip8gRBeWr8TZ1WW4t8HVxm9nBjKQeA8LUVERMlYrs+Nz+fD9u3bEQgEsrmeLmPpP3bh6TXb8ZM/bUJDm9/o5cRQHgUX+6lERETxLNPnprW1FZMnT0ZRURGGDBmCvXv3AgCmTZuGp556KusLtKoNO44BiOxXfr7/pMGriaXciPKHuC1FRETqvFbJ3MycOROfffYZampq4PF4pOv//d//HX/5y1+yujgrq2tolz7ecqDBwJUkUm5L+VlQTERESfhN2sQvrZobpZUrV+Ivf/kLRo0aBZtNro4ePHgwduzYkdXFWdmRJrlHUL0i0DEDZUFxOBzpe+Owm6sSnoiIjOfL56PgSkeOHEFlZWXC9S0tLTHBDiUXCIZwvNUnXT7W4tO4decLx+1EMXtDRETxgqEwROVC3m9LjRw5Em+99ZZ0WQQ0v//97zF69OjsrczCjrf4YgKI481mC25io5sF63Zge32TQashIiIz8ikOnJgtc6N7W2rOnDm45pprsHXrVgQCATz//PP48ssvsWHDBqxbty4Xa7Scw02xYyuOtZhrjEV8CfHcd7/B3He/we6nJhqyHiIiMh/leB6zNfHTHWpddNFF+Oijj9Da2oozzjgDa9euRVVVFTZs2IDhw4fr+lpz5szByJEjUVpaisrKSlx//fXYvn275n1qampgs9kS/n311Vd6vxXDHGmOBDNiF++4ybalQvH7UlE7jzR38kqIiMislCULLpUGv0bSnbkBgPPOOw9/+MMfOvzg69atw9SpUzFy5EgEAgE89NBDuOqqq7B161YUFxdr3nf79u0oKyuTLvfs2bPD6+ksJ6P1Nv16FGPX0RY0tZurV1CS2AYHTrZhQM+Szl0MERGZkghunHYb7CY7dJJWcNPY2Jj2F1QGHKmsWbMm5vKSJUtQWVmJTz/9FJdddpnmfSsrK1FRUZH2Y5lJczSYqS73YNfRFngDIfgCIdPsWSbL3LT5gp28EiIiMisxWNlpsi0pIM3gpqKiIuVJqHA4DJvNhmAw8xfAhoZIv5fu3bunvO2wYcPQ3t6OwYMH4+GHH8bll1+uejuv1wuvV65p0ROo5UpjNLjpVS73CWpq96NHiduoJcVI1rbPbBkmIiIyjsjcmG1LCkgzuHn//fdzvQ6Ew2FMnz4dl1xyCc4999ykt6uursbChQsxfPhweL1e/PGPf8S4ceNQU1Ojmu2ZM2cOHn/88VwuXbdmbyRIqCgsQHGBAy2+IJraA+YJbpJkbsS6iYiIAqE8z9yMGTMm1+vAvffei88//xzr16/XvN2gQYMwaNAg6fLo0aOxb98+PPvss6rBzcyZMzF9+nTpcmNjI/r27Zu9hWdAbEuVeJwo8TjR4guaKnBIVnNjpjUSEZGxzDo0E8iwoPjEiRNYtGgRtm3bBpvNhnPOOQd33313WttJau677z6sWrUKH3zwAfr06aP7/qNGjcKyZctUP+d2u+F2myMjIjS1RwZllnmcKPW4cKjRi8Z28wzPTDZOykxrJCIiY4nMjRmDG90rWrduHfr164d58+bhxIkTOH78OObNm4f+/fvr7nMTDodx7733YsWKFXjvvffQv39/vcsBANTW1qK6ujqj+xpBZEBK3E6UeiLxpZnqWZJuS5lojUREZKyAOC2Vr9tSSlOnTsWtt96K+fPnw+FwAACCwSB+8pOfYOrUqfjiiy90fa0///nP+Otf/4rS0lLU19cDAMrLy1FYWAggsq104MABvPzyywCAuXPnol+/fhgyZAh8Ph+WLVuG5cuXY/ny5Xq/FcOIguJSjwulHhcAcwU3yTI33JYiIiLBL05LmewYOJBBcLNjxw4sX75cCmwAwOFwYPr06VIAkq758+cDAMaOHRtz/ZIlS3DXXXcBAOrq6rB3717pcz6fDzNmzMCBAwdQWFiIIUOG4K233sKECRP0fiuGUdbclLqd0evMtOWjHt2YKQAjIiJjSaelTLgtpTu4+bd/+zds27YtpqgXALZt24YLLrhA19dKtv2htHTp0pjLDz74IB588EFdj2M2Td5IIFPqMee2lDJzU+p24oejTseCdTukWiEiIqJAyELBzbRp03D//ffj22+/xahRowAAH3/8MV544QU89dRT+Pzzz6XbDh06NHsrtRApc+N2wuOKZMDaA+ZpkCdizgv7d8f//tdo1Gw/jAXrdqCVTfyIiCjKn+9N/JRuu+02AFDNntx2222w2WxZaehnZW3+yM+l0OWQgxt/SOsunUp0KBZPV3mN/P9JREQRokNx3jbxU9q1a1cu1tFlhEJhKZApKnDAHR25YKbAQexK2aNdqc0YgBERkbGkmhunBTI3p59+ei7W0WV4A3KAUFhgzsyNqIUSEzc8rkgAplw7ERF1bfLgTAtkbgDgwIED+Oijj3D48GGEQrEveNOmTcvKwqyqTZGh8TgdisDBRJmbaOpGZG7czkgA5jVRdomIiIwlN/GzQOZmyZIlmDJlCgoKCtCjR4+YgZo2m43BTQoiuHE77bDbbVLgYKbMTShJ5sZMRc9ERGSsgJUyN4888ggeeeQRzJw5E3YTfkNm1+aLnJQqLIgENWbO3IjA1RMNwPzBMIKhMBwmbNhERESdyycKip3miwV0r6i1tRXf//73GdhkqM0XiXQLXSK4EVs+JszcRC+LNQLmKnwmIiLjiMyNy4RveHVHKJMnT8b//d//5WItXYJ0DDyauZFOS5kpcxP9r3i+uhVROYMbIiIC5JobS/S5mTNnDq699lqsWbMG5513HlwuV8znf/3rX2dtcVak7HEDmLOHjHxaKvKEtdttKHDa4QuE0M4TU0REBMVpKSt0KJ49ezbefvttafxCfEExaWvzxQc3os+NeYIG+bSUfJ1bBDcmCsKIiMg4IrgpsEJw8+tf/xqLFy+WBluSPm3+2IJi6Zi1Cbel5KqbSIapqT1gqtogIiIyTsDEU8F1h1tutxsXX3xxLtbSJYiCYo+JMzeioFj5fOVxcCIiUpJnS5kvc6N7Rffffz9++9vf5mItXUJ8zY3c58Y8QYN8FFy+zmPCdRIRkXHkqeDmy9zo3pb65JNP8N577+HNN9/EkCFDEgqKV6xYkbXFWVF7fHCjGG0gBo4aLSxlbmK3pQBzHVknIiLjiMyNy4SZG93BTUVFBW688cZcrKVLECMMRFCj7CHjDYRiLhtF1NzY1LalmLkhIiIoT0sZ/6Y8XkbjFyhzUuAQ/a/Y7gEiWREzBDehUOxRcECxfcaaGyIigrKJn/kyN+ZbkcXFjzZQ7lV6g+YIHOIDMEBu5OdjnxsiIgLgt1ITPwB47bXX8L//+7/Yu3cvfD5fzOc2bdqUlYVZVVhx0BqIBDkFDjt8wZC0f2m0UNxUcEB+8ppljUREZCwpc2PCmhvdK5o3bx7uvvtuVFZWora2FhdeeCF69OiBnTt3Yvz48blYoyUp61kKolkRv0myIuG4qeCA/OQVe6xERNS1yQXF5svc6A5uXnzxRSxcuBC/+93vUFBQgAcffBDvvPMOpk2bhoaGhlys0VLCKokPl5QVMUfgEFbJ3IjgJsDMDRERQVFQbIWam7179+Kiiy4CABQWFqKpqQkAcPvtt+OVV17J7uosSK5nSQwcfGYJbhA7FRyQAzCzrJGIiIwldSi2QuamV69eOHbsGADg9NNPx8cffwwA2LVrl7SdQcmpNciTt3zM8fMLxRU9A3IHSmZuiIgIkJv4mXG2lO4VXXHFFXjjjTcAAJMnT8YDDzyAK6+8ErfeeituuOGGrC/QatSyIlLNjUmyImoBWAFrboiISMFn4vELuk9LLVy4EKFotDZlyhR0794d69evx6RJkzBlypSsL9ByVDM30ZobkxQUq82WEoPR/CFzrJGIiIwVsFITP7vdDruieOiWW27BLbfcktVFdTVmq7kRYuqCpBNd3JYiIiK5TMES21Jr1qzB+vXrpcsvvPACLrjgAvzgBz/AiRMnsro4K5JHGyQWFJum5iZadKMsgHdFMzcBZm6IiAhyJt9pN1/mRndw87Of/QyNjY0AgC1btmD69OmYMGECdu7cienTp2d9gVYj9ZBRXFdgsu6/coilFoCZY41ERGQsebaU+TI3ureldu3ahcGDBwMAli9fjkmTJmH27NnYtGkTJkyYkPUFWk1YZbaB2Yp1VWtuTJZdIiIiYwWs1MSvoKAAra2tAIB3330XV111FQCge/fuUkaHklPvc2OuHjLqx9XN1WiQiIiMJXcotkDm5pJLLsH06dNx8cUX45NPPsFf/vIXAMDXX3+NPn36ZH2BVmXm0QZhKXPDDsVERKRO1GBaInPzu9/9Dk6nE6+99hrmz5+PU089FQDwt7/9Dddcc03WF2g1quMXzDZbKvpf5dPVycwNEREpiNcsM45fSDtzs3btWlx++eU47bTT8OabbyZ8/je/+U1WF2ZVqk38TFbPEpIGZ+ZfQXEoFMaRZi+qyjxGL4WIyNL8IQuMX5gyZQp69uyJW2+9Fa+88kpWhmTOmTMHI0eORGlpKSorK3H99ddj+/btKe+3bt06DB8+HB6PBwMGDMCCBQs6vJbOolXPkg81N4GQOQKwZOb+/Rt8Z/bfsXpLndFLISKyNNHEL6/73OzcuRMffPABzjvvPPzmN79BVVUVxo0bh3nz5mH37t0ZPfi6deswdepUfPzxx3jnnXcQCARw1VVXoaWlJel9du3ahQkTJuDSSy9FbW0tZs2ahWnTpmH58uUZrcEoaoMzzZIVEfGLWs2NWY6rJzPv798AAP6/v2w2eCVERNYVDIWl14q8Pwo+dOhQDB06FA8//DAOHjyIVatWYdWqVfjv//5vnHXWWbjuuuvw3e9+FyNGjEjr661Zsybm8pIlS1BZWYlPP/0Ul112mep9FixYgNNOOw1z584FAJxzzjnYuHEjnn32Wdx00016vh1DSH1ulEfBzTZbSmXrTOypmj1zI/gCIdQ1tKG6vNDopRARWY7y9Sqvt6Xi9e7dG1OmTMHq1atx9OhR/PznP8fu3btxzTXXYPbs2Rl9TbHV1b1796S32bBhg3T8XLj66quxceNG+P3+hNt7vV40NjbG/DMDM9fciG0pu6LRTYHT/AXF7f5gzOV3tx4yaCVERNamfKPryueCYi3FxcW4+eabcfPNNyMUCuHYsWO6v0Y4HMb06dNxySWX4Nxzz016u/r6elRVVcVcV1VVhUAggKNHj6K6ujrmc3PmzMHjjz+uez25oha+mG3LR62LssjcmCUAU3O02RtzeVt9k0ErISKytoDija4Zj4JnFNx88sknqKmpwX5ah/oAACAASURBVOHDh6UJ4UDkdM1zzz2Hnj176v6a9957Lz7//POYuVXJKE/xAMqtnsQf8MyZM2PGQjQ2NqJv376615ctcodi89bcyAXF5l2jmmPNvpjLXzO4ISLKCeUbXYcJZ0vpDm5mz56Nhx9+GIMGDUJVVVXMC6BacJGO++67D6tWrcIHH3yQshFgr169UF9fH3Pd4cOH4XQ60aNHj4Tbu91uuN3ujNaVC2r1LK7olo9ZMjchrdNSJg5uWnyBmMuHmtoNWgkRkbWJN7ouhy3j1/5c0h3cPP/881i8eDHuuuuuDj94OBzGfffdh9dffx01NTXo379/yvuMHj0ab7zxRsx1a9euxYgRI+ByuTq8plxTO2ZtttlSIgCzxwQ35t+W8vojP78StxPN3gBOtibWYBERUceJbvVmbOAHZFBQbLfbcfHFF2flwadOnYply5bhz3/+M0pLS1FfX4/6+nq0tbVJt5k5cybuuOMO6fKUKVOwZ88eTJ8+Hdu2bcPixYuxaNEizJgxIytr6ixqR8FN1+dGscZ86FDcFi0o7lUeaeDX1B4wdaaJiChf+U08egHIILh54IEH8MILL2TlwefPn4+GhgaMHTsW1dXV0j8xrwoA6urqsHfvXuly//79sXr1atTU1OCCCy7AE088gXnz5uXFMXBAu6DYLFmRsMpUcLNll9SI01KnlBRI17V4g8luTkREGQqYeGgmkMG21IwZMzBx4kScccYZGDx4cMJW0IoVK9L+WmG1QUtxli5dmnDdmDFjsGnTprQfx0zyYeJ2SKXo2ZkHgzNF5qbM40KB0w5fIIRmXwDlRebfriQiyifi9cqMPW6ADDI39913H95//32cddZZ6NGjB8rLy2P+USoqs6VM2sTPrhKAaW2drdi0H9NeqcWRJm/S2+RSe7TmxuNyoMQdidtbvAGtuxARUQak4MakNTe6Mzcvv/wyli9fjokTJ+ZiPZannrkRU8HNkRUJqdTciDVqdSh+dNWXaGoPwO2045nvnZ/TNaoR21KF0eDmeIsPTe0MboiIsk28Fog352aje1Xdu3fHGWeckYu1dAlqPWQKTFpQrHZaKhgKI6QS4DS0+aVA4tO9J3K+RjUiuPG47Chm5oaIKGfkzI1FtqUee+wxPProo2htbc3Ferokl8m2pUTwohy/oNxXFVXygWAI//GHjZj6p004cEI+4bb/eFta9VTZ1uaLBjcFDpRGg5tmBjdERFknDsCYcWgmkMG21Lx587Bjxw5UVVWhX79+CQXF+Vro21nCKuelzFZQLDJIbkW6UTnS3h8Mw+0ENu87iXe3ReY3jTunMub+3kAIHpejk1Yc0R6IBjdOB4rdkcdu5rYUEVHWBYLmPgquO7i5/vrrc7GOLkO7iZ85am680SBBGdwoU4/iSa3cRlNmbgCgsc3f6cFNmy+ynsICB0o8kaCbmRsiouzzW+0o+KOPPpqLdXQZ0ilrtSZ+Jhm/IE4duZ1ycKKcHSKCGmUwdrAhLrhp96OyzJPLZSaQMzd2lEQzN6y5ISLKvkDI3DU3HZoK3tzcHDM4EwDKyso6tCCr0zwtZZJtKSlz45IjcpvNhgKHHb5gSOp1o+z+uz8uc9PQ1vlBRXu05qawwIHigmjNjY/BDRFRtsmzpcyZudG9ql27dmHixIkoLi5GeXk5unXrhm7duqGiogLdunXLxRotKbbPjblqbrz+xJobIHEEQ0zm5mRi5qazSZkblwMlnmhww5obIqKskwuKLZK5+eEPfwgAWLx4ccJUcEpNvaDYbDU30eAmrmYmss6gtM6AImt3ID64aev84EY6LcUmfkREOWW58Quff/45Pv30UwwaNCgX67E+jW0ps/S5Ef1i4jM38ae6lJkmUafjctjgD4bRaEDGRNmhuFg6Cs7ZUkRE2Raw2uDMkSNHYt++fblYS5egVVDsD4YM6Q8TT8rcONUyN3LErpZp6tejGEB2Mze7jrbgZKsv5e3EtlShIrhh5oaIKPvEARjLjF946aWXMGXKFBw4cADnnntuQp+boUOHZm1xViSCF7Wj4OFwpAOw0XuYakfBAXlvVWSY1IZo9ulWiG8ON2et5ubjncfw/YUf45zqMqyedonmNmi7T+5QzCZ+RES5I8YvGP16lYzu4ObIkSPYsWMH7r77buk6m82GcDgMm82GYJDbAFrU8jIup6L7bzAMZ+e2h0kgMjfxfWrkzE3itpTQu6IQANCYpdNSW/Y3AAC21TXiYEM7To1+fTXtgcRtKWZuiIiyT7wOFFil5uaee+7BsGHD8Morr7CguAOUPzdlQZYvGEIhjI1ukp2WctljC5+DKjOmTu0WDW6ylLl5af1O6eM9R1s0gxtRUFzocsDvjnwPzNwQEWWf5U5L7dmzB6tWrcLAgQNzsR7LUyupUTZBMvo4eDgclmpXlH1uADnDJGZLxX8rdhtQVRpp3JetmptDjV7p4z3HW3FRktvFr7skzMwNEVGuyIMzzZm50b2qK664Ap999lku1tIlyAXFMtEgDzA+uPEHw1IAFl9QLJ7E/uj2T3zxc4nbmdPtoLq44+ZK3kBIWneh8ii4L6g6xZyIiDInam7MelpKd+Zm0qRJeOCBB7Blyxacd955CQXF3/3ud7O2OCtSKygGIk8QXxDwB4x9IRbFxEDitpQIwMSTOhQX3JR6XCgqiARErb6O117Fb21pHS8XW2lApOZGudXX4gug1ONSuxsREWXA7B2KdQc3U6ZMAQD84he/SPgcC4pTU8vcAIDLaQd8QcN73XgV861SdSiO32IrcTul4Eb0yumI+K7HTRrBTVv08Zx2G1wOO5z2MJx2GwKhMFq8QQY3RERZFJBqbiwS3MTPkiKdpCZ+seGNWeZLKRv4JV+jyNzE3rfE45ROWGUjc5MY3CSv4xHrFo9vs9lQ7Haioc2PZq8fQOcO8SQisjIpc2PSwZnmDLm6ILPU3MgN/BKfGvEdiuO3pZSZm7YsBDcHTujP3CiPr5ewSzERUU74TZ65SWtVr776atpfcN++ffjoo48yXpDVidlSajU3gAmCm2jtSoFKs534PjfxSj1OFIrgJhvbUg3tAIB+PYoAAE3edDI38lOa86WIiHLDEuMX5s+fj7PPPhu/+tWvsG3btoTPNzQ0YPXq1fjBD36A4cOH4/jx41lfqFWIZEdCzU00cFDWvBjBG0gMEgSnNAMrui0Vii8odqLIFQkoAqGw1J47UydbI8FM3+7R4CaNzE2hInNT7I58zF43RETZZYnBmevWrcObb76J3/72t5g1axaKi4tRVVUFj8eDEydOoL6+Hj179sTdd9+NL774ApWVlbled96SdnJS1LMYRXNbKrq3GpC2pWI/X+KWMzdAJOAoUPk66RI1NqJxn1Zw4/UndlWWhmcaMMSTiMjKpD43Js3cpF1QfO211+Laa6/FsWPHsH79euzevRttbW045ZRTMGzYMAwbNgx2kzbzMYsvDjRgzZf1AJKcloLcQ8YoviRDM4HEoucw4mtuXHA5bHDYbQiGwmjzBVFemPkpJRHM9JaCG7805iOeWuam1CN63TC4ISLKJrmg2Jyv+7pPS/Xo0QPXXXddLtZied9bsEH6OP71ucAsNTcBUXOjti0l1pj8tJTNZkORy4EmbwCtHQwqROZGBDf+YBjeQChh5hWgOOWl2E4rLuDwTCKiXJCa+DnNmbkxZ8hlQY3tfs0iW5dUz2J0cKM+ERxQOa4e38Qvug2UraJikbmpLpePcScLVNROS3F4JhFRblhu/AJl5tvDzTGXbTBpzY0YmqmSHRFV8XKH4tjPi22gwiwdBxeBTJnHJWWSkjUHbI+uu1DtKDhrboiIskouKGbmpkvbERfcKMccAOZp4icyR+lkbhL63IjgxpXdzE2pxwmPU/s0mepRcA/73BAR5QIzNwQA2Hu8NeZyfbSHi1DgNEnNTTRIUK+5iS8ojlUSty3VkS7FwVBYytyUKjofJ8/cqB0F57YUEVEuiF0GVwdOxOaSOVdlQQfiRgkcafbGXJZqbgzvc5M8cyOKngPBZIMzI8FENroUK2trSjxOqVC43Z8qc6Pclop8zNNSRETZJTXxM+n4hbROS02fPj3tL/jrX/8648VYWfycpOMtvpjLpqm50TgK7owrek4cnBk59l0YbeTXkW0pcVKqwGmH2+mAJ7oeb5KvqVpQHD0tpdUfh4iI9LPE4Mza2tqYy59++imCwSAGDRoEAPj666/hcDgwfPjw7K/QIg6ejGxD9SguwLEWH+68qF/M58U2kNHbUj7N2VJi/ELkSR2Oi25ER+BsbEuJgKQsmg0SQUvympvEJn6i5obbUkRE2eUzeRO/tEKu999/X/o3adIkjB07Fvv378emTZuwadMm7Nu3D5dffjkmTpyo68E/+OADTJo0Cb1794bNZsPKlSs1b19TUwObzZbw76uvvtL1uJ0tFAqjriGSuVk59WJ89P+uwOWDYrs4m2dwptZR8PjBmfLnbhh2Kko9kcxNUYr6mHTIxcSumPUk+5pyEz/OliIiyjXxJrcgnzM3Ss899xzWrl2Lbt26Sdd169YNv/zlL3HVVVfhpz/9adpfq6WlBeeffz7uvvtu3HTTTWnfb/v27SgrK5Mu9+zZM+37GqGhzS9tN/Uq96jO4hCBg/F9btI5LRVbc/PjsWfgv685W7qdnLnJPKgQ21KlcZmb9oB6cOPV6HPDJn5ERNklam7MmrnRHdw0Njbi0KFDGDJkSMz1hw8fRlNTk66vNX78eIwfP17vElBZWYmKigrd9zNKQ1vkhbq4wJF0yJgUOATM2+fGaY/N3Ihdqfh6smxsS4mARGRfxBFvb5KCYilzU6DS58YbSDq2gYiI9BNvci1zFPyGG27A3Xffjddeew379+/H/v378dprr2Hy5Mm48cYbc7HGBMOGDUN1dTXGjRuH999/v1MesyNEcKM1Zykf+tzE1wWJmht7XNCQjW0pcdJKnLxypzwKnlgILTI3obDx09aJiKxEmi1llczNggULMGPGDPzoRz+C3x950XY6nZg8eTKeeeaZrC9Qqbq6GgsXLsTw4cPh9Xrxxz/+EePGjUNNTQ0uu+wy1ft4vV54vfKx68bGxpyuUY0Ibso0ghuzFBSLmhvVPjfRCD2+Q3H8UzsbmRtx38LoiSep5iZJkNLmS8zcKHvetPqCqjOpiIhIP7lDsTkzN7qDm6KiIrz44ot45plnsGPHDoTDYQwcOBDFxcW5WF+MQYMGSSe0AGD06NHYt28fnn322aTBzZw5c/D444/nfG1aGtvTydyYpObGnzxz47CLPjexU8Hjt3uyEdzEFwinbOIXDco8inU77DYUuhxo8wfR4g2ge3FBxushIiKZ3+Q1NxmHXHV1dairq8NZZ52F4uLihGPBnWXUqFH45ptvkn5+5syZaGhokP7t27evE1cXkU7mJh/63IgALBiXuUnYlirI5rZUtObGmeIouErmBpCPp3ck0CIiIlkwFJZqLl0mrbnRnbk5duwYbrnlFrz//vuw2Wz45ptvMGDAAPzHf/wHKioq8Nxzz+VinUnV1taiuro66efdbjfcbncnriiRrpobg2tDtPrcOKSC4tg+N/F1umI7KDvbUqLmJsXgzEBinxtABEc+dikmIsoSZfmEZcYvPPDAA3C5XNi7dy+Kioqk62+99VasWbNG19dqbm7G5s2bsXnzZgDArl27sHnzZuzduxdAJOtyxx13SLefO3cuVq5ciW+++QZffvklZs6cieXLl+Pee+/V+210qnSCG9P0uZGKxDSa+IVSnZaKdiju0LZUJBgRxckic5Ns/IJ4LI8zPriJBlocnklElBXK1ylnPo9fUFq7di3efvtt9OnTJ+b6M888E3v27NH1tTZu3IjLL79cuizGPNx5551YunQp6urqpEAHAHw+H2bMmIEDBw6gsLAQQ4YMwVtvvYUJEybo/TY6VWM6mRunOWpuROZGraBYqrkJxfa5ia+5kWZLdWBbKj5zIx0FV+lzEw6H5Zqbgth1S8MzmbkhIsqKgKJ8wjIFxS0tLTEZG+Ho0aO6t3/Gjh2rWauzdOnSmMsPPvggHnzwQV2PYQai267ou6LGLEfB/ZqZm9jBmeJ/XfJtqcwDita4mhuxTabW58YbCElrSdyWig7PZCM/IqKsEMXENpv8ptdsdIdcl112GV5++WXpss1mQygUwjPPPBOThSGZqBMpKkh+FNksBcXamZvIdakKiguzMBW8oTXa+NAtMjfJi5SVAU9hkuDGTAXF9Q3tHSq2JiIykt/kx8CBDDI3zzzzDMaOHYuNGzfC5/PhwQcfxJdffonjx4/jo48+ysUa8178Fosas9TciMdXmxeS2KFYNPGLvZ0IMDqyLbXrWAsAoF+PSIsBrfEL4jqH3Zbwy1aUhfqfbPryYAMm/XY9Jg7tjd/eNszo5RAR6SbagbhMmrUBMsjcDB48GJ9//jlGjhyJK6+8Ei0tLbjxxhtRW1uLM844IxdrzHtyz5bUmRufwaelpOBGY7aUyNyIHJMN6jU3/mA442BNZG5OKY1sdWqNX5Aa+Kn8fLPRcyebln96AKEw8MZnB6WfIxFRPpFGL1gpcwMAvXr1wi9+8Ytsr8Wy4nu2qImfuG0U0UdGraW2Iy5zE0p2FFyRoWrzB3WnLtv9QamwWgzOFH13tDI3Hlfi40j1P35z1NyIho4AcKixHb0rCg1cDRGRfuLErFlHLwAZNvH78MMP8aMf/QgXXXQRDhw4AAD44x//iPXr12d1cVYhD3VM/uN2Oc1Rc5NOQXGqmpsCh13aqspkO+h4i0/6uFgUFEt9blQKiv3Jt9KKslD/k037T7RKHyu/TyKifCEGPJu55kb3ypYvX46rr74ahYWF2LRpkzS3qampCbNnz876Aq1AqrlxJc/cmKfmJvKk1WziF9Ju4mez2TpU67L1YGT+V9/uhdJjipobtaPgPo2ttGwUN2fT4UZ5zpk4RUeUzNaDjbj06ffw2KovjV4KkcTsoxeADIKbX/7yl1iwYAF+//vfw+WS+7ZcdNFF2LRpU1YXZxXJRgMomeEoeDAUlrIyWk38pJqbJJkboGO1LqLpoSgmBhSDM1UyNz6NkRFF0raUSYKbJmVw49e4JRGwaP0u7DvehqX/2I1Dje1GL4cIgGJopklHLwAZBDfbt29XHVJZVlaGkydPZmVRVhIOh6UXVu2j4NEmfgYWFKdqqS2yKJG5ImGp5katYF4+MaU/OyH64yj7AmkdBdc6vm6m01LN3gCaFf12jjR7NW5NVhUMhdN+Pm4/1Ch9/J3Zf2cLATIFcVrKUpmb6upqfPvttwnXr1+/HgMGDMjKoqzEH5SzIfEN5pSk01IGZm6UQynV6leUUXpAMTgtYV8KyloX/d9Pi0oBtrQtlaSJH6C9LdWRhoLZcjjunfeeY61JbklW9sSbW3HOI2tQu/eE5u38wRC+rm+Oue79rw7ncmlEafFp1Gaahe6V/dd//Rfuv/9+/POf/4TNZsPBgwfxpz/9CTNmzMBPfvKTXKwxrynfoWllbgpMUFAck7lROy2luC4QTJG56UBQIboJiwZ+AOBxysFfKO4ItU+jN4+ZCooPNcZmak62sqC4q/l0z3Es/cduAMANL/5D87Y7j7TAFwyh1O3E6T0iXeE3pQiIiDpDwIpHwR988EE0NDTg8ssvR3t7Oy677DK43W7MmDHD9AMsjSBOSjlVGswpKetZgqGwIS2tlQ384udFAbED0vyhUNLTUkDHGvm1RIdcFiu2pdyKrJc3EIqpX9LalsrGhPJsOREXzIjaIuo6fvD7f6Z9273HI5m9008pwl0X9ceM//sMtXu59U/Gk46Cm7iJX0Z9bp588kk89NBD2Lp1K0KhEAYPHoySkpJsr80SROZCq5gYiM2U+IMhOOzat88Fn0aPm8j1cvAQDIYh2vip3bojGRPxMysuSMzcAJG6m7SDGxM18WuMC2YY3HQt4XA4ZusXgOYbGdE2oG+3IpxZGfn7evBkW24XSZQGuYmfeYObjHNKRUVFqKqqQu/evRnYaGjV6J6rpAwcjDoxJfW4UQkSgNjtp1SZG08HMiai6FZZc+N02KXMUXwjP1/0smZBsQkKMUUwc0qJO3rZ+Dog6jxHmhILyI+1JC8qF4FMn26FKCuMnExtZPsAMgGtfmhmoXtlgUAAP//5z1FeXo5+/frh9NNPR3l5OR5++GH4/XwnGk/0ZUmduVEGN8bU3fiijZnUaleASP8aZSO/ZB2KAUXmJoOgQgRE8VPUk00GF++G3Ro1N2aYCi66E/ftHulKHJ/JIWv7qr4JAHBGz2L0jI4VOdyYPLgRQX55oQtl0U7dzd4Ax3aQ4QJ5MDhT98ruvfdeLFy4EE8//TRqa2tRW1uLp59+GosWLcJ9992XizXmNfFCrNYUT8lhtyWMN+hs6VTAizUGgvJpKbX6nI4cwRaBSJE7NiBMNjxTa1tKBEjeQMjwBomN0UxNn25F0csMbrqSr+ojx7rP7lWGqrJocNOUvHeNqD0rLHCi1CP3FGtm9oYMJjXxs1LNzSuvvIJXX30V48ePl64bOnQoTjvtNHz/+9/HggULsrrAfOfV6J4bz+WwIRgKG9brRmtopuCy29GOEAIh7dNSno4UFEs1N7FPT7nXTezPR6tDsbIoucUbQEVRge71ZIvYljotmrlpir4LN6J4nDrfV3WRzM3ZvUqjvxeNCSfolJS1ZwVOOzwuO9r9ITS2+1Fe5Ep6P6Jcs2TmxuPxoF+/fgnX9+vXDwUFxr1wmJWcuUldIGx0l2J/IPmRakEcBw8EQ5odios6UMjbqnJaClBuSyXJ3Kisu8Bpl+5n9LgDsS0lMjcAszddya5jLQCAMypLpMxNnUaBsPjdKYr+HpRFszcsRCejyTU35n1jpju4mTp1Kp544glpphQAeL1ePPnkkzwKrkKrB0s8eb6UMXvqXqmgOPkT1hlt5BcIhRFGGjU3mfS58YmC4tiA0C1tSyWpuVGZCg7Ik8WbDa67EYFM9+ICabss/ng4Wde+6NHu07oX4exeZQCALw42Jr291Mwy+rwXRcVGB+lE/jzI3OjelqqtrcXf//539OnTB+effz4A4LPPPoPP58O4ceNw4403SrddsWJF9laap0SWIb1tKXNkbrSesE5FzU1021W15qZD21Je9YJijzQZPC5zIwWQ6tmxErcTR5t9xgc30RelMo8LlWVuNB8JoL6hHQN68rSh1bV4AzjaHAlkT+tRhLqGSK3NMY3J8OKNgag9E0XFjZxJRgZLdbLWDHQHNxUVFbjppptiruvbt2/WFmQ14oU3VUExIAdARo1gSCfLJPoaBEIhKXOjVjKS6bZUOByWMzfxBcVO9flSWgXFAFBiksyN2E4oK3Sid3khdh5pkV7kyNr2RXvWVBS5UOZxoSJaM9OgkbkTQb4ozhdFxdzKJKP5dexIGEV3cLNkyZJcrMOyUr3wKon9S7+JC4qlzE0oLPW5sam08SvUGHSppd0v1/LEFxSLbaf4Rmgpg5toBsjoUybiRam80IXqcg8AoK6BTdm6AlFMfHp00n1FdIvppEagEt/MsryQNTdkDuKNsJlPS+kOu9ra2tDaKg/827NnD+bOnYu1a9dmdWFWIdWD6CooNqbmxp+izw0gzxKJHAVPZ7aUvuBGZFdstsTGhyJzk7SgOGlw44r52kZo9wel50JZoQvVFZETUweZuekSdhyJDMA8t3ek1kacdmps8yfMShOkBqDR36XqikhAfIBdislg4rXCzNtSuld23XXX4eWXXwYAnDx5EhdeeCGee+45XHfddZg/f37WF5jv9GRu5OGZxmRuvGn0uZEzN6Gc9LkR71aLXA7Y46ImueZG/Si4WhM/QFFQbGDmRhSB2mxASYETvUXmhi9UXcLJ1ki2pUdx5ESpyMKEwpGWAPGCIXlUg8hgVpVGnjOHVTodE3UmabaUibeldK9s06ZNuPTSSwEAr732Gnr16oU9e/bg5Zdfxrx587K+wHznC6RfcyOeKEbV3EgFxVrbUg5FQbFGh+JMB2dKdQbuxB1Tkf3y6mjiB8jTxdVeRDqL2EoodTtht9ukzA1rbroGcSpO9FlyOx1SsK5WQ9OqOGVYGLctxdNSZDS55sZC21Ktra0oLS0FAKxduxY33ngj7HY7Ro0ahT179mR9gflOvBCnF9wY26E4nSIx5VFwzangGW5LiWLi+JNSQPLMjVdjtlTka0W3pQx8URAnXMR2hKi54SDErkFkbioUzffEc7xFpV2C+L1x2G3S3w5pvhRrbshgYlSPpTI3AwcOxMqVK7Fv3z68/fbbuOqqqwAAhw8fRllZWdYXmO/0FRQbuy0lr1Wrz42iiV/0Oq3TUnq3paTRCyqzuDxJipS1mvgByj43xr0oNEqZm9jgprE9YIq5V5RbJ9simZtuig7ZYutWZCuVpAZ+BQ5p25dHwcksxGuU00rBzSOPPIIZM2agX79++M53voPRo0cDiGRxhg0blvUF5juvjm0pqYlfwKCC4nRqbhzyaalwGttSvmAIAR3BmvijHn9SClA28Yt9MfCme1rKwCAifhhoqceF0ujHPDFlfSdaYjN3gPZQV7Ugn5kbMot82JbSfRT85ptvxiWXXIK6ujqpiR8AjBs3DjfccENWF2cFmWRujKq58eralgopam6Sb0sBkbqb0jQjfBGAFLsTMzfJpoJrzZYC5IDCyFoFte+rusKDpkPNOHiyHQMrS41aGnUCUXOlzNyI52WrxraUMsiXg5sAwuGw6u8dUWewZIdiAOjVqxd69eoVc92FF16YlQVZTToBgyAKeQ0bnJnG8T5lQbHWbCm30w6HPTIItNUXjJlqrKVVmgiuVnOjPn4hVdG2aOJn5PaP2vfVo9gNoJkjGCzOFwhJwa3obwPIz4Vm1W2pyO2VbxLEtpQvGII3EJJ+H4g6WzpZfqOZd2UWIQ3OTOMPzyPwDgAAIABJREFUUYHRp6XSytyoNfFLZLPZpD/kxzVazMdrkd6xqtXcJBm/kCI7VmqCbSnxfZXEvBMXNRSsubEykbWx2eTsCyA/x9PN3BQXOKX6Nm5NkZHyYfyCeVdmEboGZxqcuUlnCy1mcKbUxE89Pd492tNDT3Ajto7UMj3yUfAkfW5SjV8wMIiQaijcynfirKHoCk5GM3PlhS44FNX3xRpBd3wDPwCw223yCAYWFZOBpODGSh2KSR9fimPKSm6jt6XSGGPvcChOS0nbUuq3FUGFnuPg4o92mUpwkzJzozE4EzC2z40IbpRH3MULFfuWWJsYsaDckgK0a8Gk0QtxtWfyCAY+Z8g4vjyouTHvyixC12mpPBicKSL1YEhu4qe6LwVFAXBAR3Ajjkx7VGpuMh6/IL9DFtmmztYiHe1V25biu3ArO9ES28BPED1vRA8cJXE8vNAV+3vA5wyZQYDbUqRr/IJDnAbS1xsmW3xpdSiW51+FUmxLFUjBSPrBmqg/KStU2ZZSaeIXDIURiBb/pJoKHg7rbyqYLXLmRn4nzinPXYNaAz9APjl1UqWgvC1J5oZbmdSZarYfxos13ya8KUwny280Q4ObDz74AJMmTULv3r1hs9mwcuXKlPdZt24dhg8fDo/HgwEDBmDBggWdsNLMpTNpWzA6c5NWnxuVJn7Jnt6ZFEg3tWtkblyJ4xeUW3jJfsaFLoe0dWZUUbFq5sZj/BF1yj21Bn6Adv8ltecLoAhu+JyhTnDXkn/h6TXb8c9dx2Ouz4ej4IaurKWlBeeffz5+97vfpXX7Xbt2YcKECbj00ktRW1uLWbNmYdq0aVi+fHmOV5o5PU8CeRvH2G0prS202CZ+keviB1wKItOiJxMl3pGq1tw4RYdi+ecTE9wk+RnbbDbDe920SH1ulDU3xp/iotw72iwXFCsVaYwoUXYoVpK2pZi5oRxTdpeP7zQvZflNHNxk1OcmW8aPH4/x48enffsFCxbgtNNOw9y5cwEA55xzDjZu3Ihnn30WN910U66W2SF6ngRGn5bypzEvRNnETz4tpX5bdwaZG/FCr565iW5LKTI33qD8sVaKtNTjQmN7wLjMjUoTPzPMvKLcW/jBTgDAsbhTg0Xu5AX3oqA4IbjhaSnqJJ/vPyl9XBzXd4zbUlm2YcMGaZaVcPXVV2Pjxo3w+9V/2b1eLxobG2P+dSZ5NHzqJ4HRwU06BcVqfW6SbUzJmRsd4xeihZTxv0yA4ii4SubG7bRrdmyVtgCMytz4mLnp6k6NToIX5PlrauMXkmxLKboUE+VSfWO79LF4HZMvR+scTZy5Me/KVNTX16OqqirmuqqqKgQCARw9elT1PnPmzEF5ebn0r2/fvp2xVInYlkqrz43BTfzSKSh2KDoUh1JkbvR+P+FwWA4CtJr4BYJS1ijdgu0SgwMJ8WKlbMpWItXc8F24lYk5azcPP1X1erXMTZs/WUExT0tR5zjWLGcag6G4guI82JYy78qSiH93HtaYbwQAM2fORENDg/Rv3759OV+jkngSpDM9tSDJ7KTOkk6q0RXdlgqGtMcvAHJX5nRriLyBkJQNUhu/IL5eOCwHTOnUCQHGD89U25YqNcERdcqtcDgs/V6JbUhBztwkBjfyUfD4mhuelqLOoeycHYgLbsTfXaeJt6UMrbnRq1evXqivr4+57vDhw3A6nejRo4fqfdxuN9xud2csT5VPx96k2HYx+rSUVqAgOqz6gyHNqeCAInOTZnCjnP0U/0c9fl3t/hDcToeigV+amRsD3vEGorOAAPXMTSh6RF1tK47ymy8Ykl4YiuKyMOL/d4svcRCmCHjinxM8Ck6dRfkyFAiqHwXntlSWjB49Gu+8807MdWvXrsWIESPgcqU3mLGz6XkSGN2hOJ3iZxGkBRU1N0kzNzqb+Ekt512OmDb1yq8nHkp8zbS3pQqMy9y0KN6ZK1/glN8n626sqUUxFLM4rn5GjFYIhROzmy3JCooLO/co+LtbD2HNF/XMLHZBQUWdTezH8t9+bksl0dzcjM2bN2Pz5s0AIke9N2/ejL179wKIbCndcccd0u2nTJmCPXv2YPr06di2bRsWL16MRYsWYcaMGYasPxW9TwLjC4rTOC2laOIXRorMjc6j7c0qWzdKNptNDpiiW3denTU3RoxgEBkpl8MmZecAcxxRp9wS/+89LntCwF6kyE7G1920Jetz04lHwWu2H8Z/vLwRU5Z9ijVf1Ke+A1lKUBHQ+oPKj+W/5+xQnMTGjRsxbNgwDBs2DAAwffp0DBs2DI888ggAoK6uTgp0AKB///5YvXo1ampqcMEFF+CJJ57AvHnzTHsMXO+TwCxN/LQHZ4rMTUgxFTxV5ia970c+/pp8e0Y08hPzpdLO3Bh4Wkrr+zK6FohyS2RgSlS2HJ0Ou5SZiQ9W2vxJam6i21LHWny4Zu4H2He8NetrFpQBzY//tInZmy5GWWejPC0V87rGmht1Y8eO1fyFWbp0acJ1Y8aMwaZNm3K4quxRPgmcaUxP1Vujkm3p1K+I78OvnAqe5OZSQXGaTfxaNI6BS18zLmCSZ3epZ3sEI49dN0e/L7UXuFITTCyn3El2pFvoVlSAVl8bTrT60A/F0vXS89oV+8ul/N34qr4Jj676EovvGpntZQOQAyzh0z0nMKJf95w8FplPUJGtmbliC24Y1gdAbBbHleyPvwmYd2UWEPMk0HNaSsegyWxKZ/yCI/q5YDD1aSm9WYlWjWPgQkLmJs2aJkMzN171+glA+TNigagVqXWmVpKGZyoyN4FgSDp6G1/cH/8calXpkZMtx+OaDm7aeyJnj0Xmo9yWavfLz0nxOuGw25J2pzcDBjc5FFA8CdQKZOMZOX4hlMYASkCeCh4IhaQ+N8m+M729ZaR3uRqZm/gRDHr73BhRc9Os8QJXIvUtYebGiqSO20me02rDM5W///EZSZfDHhPIJ9sSzoYPv4ntHbbzSEvOHovMJ763jWjqlw/diQEGNzml5xg4YGxBsS/NfVT5KLhcLJ2sx5DebEk6mRt5MnhmNTctBgQ3rdKx3sTvS0wG57aUNaUqki+PZm5OtMiZm9jgJvF5Xajx+5Et7SpbySdUppeTdSUENw0iuDH/0EyAwU1OSU+CNPcllQXFnV28p6wP0szciG0pZc1NklhI77ZUsknISiJzI14AfNEtvFTBjbE1NyJoY0FxVyOC1mTbUuWFibOixLZ0gcOumvZXbk1pTBzpEOXz8dFJgwHEBmBkffHBjdimzIceNwCDm5yS0ndpHpdzO+QOvPEdIXNNmS3SCsZim/hFrkuVuUn3mHNrine5QGLmRiq8TFlz49K1lmzSqrvgfClrE//v1QbBAvLviLJLsWhzkKyZZmdmbgqcdgzqVQoAOM7MTZcS/xp0rNkLQH6tMHN3YoDBTU7p3ZtUZh86e2tKZJmcKYrEYpv4aWduxB90byAUkxlKJp3MjahBaNfbxM/AIEIEVGovcOxzY21aWTtAzsK0KAqDk52Uir8PkLvMjahp8zjtUl3QiRYGN11JKD64icvccFuqC0un46+S8gW6s4uK0+lxAwCOaFbHHxIt/JKfllJmKtKpdUnvtFRsEz+9s6V8gVBGp9GCoTBuX/RPfH/hhrQCNSUxGFP0KFFbl1bQtfbLerzw/rfM7uQhrWJyQA56WhWdjEXWJFl7gyJX7jt4iDUUFjjQvTha9NzmT3jBI+uKP2ByNJq5yYeJ4ECezZbKN+lmFQSH3Qan3YZAKNzpmRtvmoGY06Fs4qf9h87lsMPjsqPdH0JTewAV0XeAyaR1WsqVYeYmJtAKpuyLE+8v/9onnR75ZNdxXDzwlLTvq5W5KU0x8+rtL+vxX3/8FACw62gLnv3e+brWTcYSR7zF2IR4hVqZmzS2pXJ1WkoENx6XQzquHgyF0dQekIqgydpEzU1VmRv7jrfhaHRKeD5MBAeYucmpdHuwKBl1YirdVKOoxwko+9xobGOJWpd0sg56MjftOscvOOw2KZ2fycmkJR/tkj7W20FaFIuWqmRuRHCTbFvq4ZVfSB9/+M0RXY9LxjsUPWFSXe5R/byoL1OOX/CmKJLXqknLFuWcN7fTIf1OHmvx5vyxyRxEpuasykjN1ZGmyHM5HyaCAwxucirdrR4l+cRU5zby86V4tyg4pD43yiZ+yW+vp2A2ncyNyLh4E5r4pf6DL9W3ZNAwr0eJnHU6qbOwslGz5iZ58LdlfwOONMkvJocavdwWyDOiTuGUErfq50V9mXLbVioodqk/pws7YVtKBOQi49QrGpyt+5oBdlex/0QbAGDYaRUAIP0t4lFwSmucQTxxW6NqblIVP4vPB4LKJn7J7yPeZaaTLWmV5vCkUXMjHQVPP4As6cCogy37G6SPjzXrC25EVkZta6JEI3Pz3leHAQD/fk6V9P3V7jup67HJWE1S1i5FzU1M5kb7jYZap+s3PjuIqX/alLWOxdJzNrpusR389aGmrHx9MrdAMCQ17bugbzcAyuCGR8G7vHTrWJT0TtLOFl/aBcWKzE30Oq3MjZ4+Lnr63MQfBU8nuCnNsKdMqy8grQ2AtPecLq0XOK2fz792HwcAjDnrFAw/LfIHZltdo67HJmNpZe0AoMitVnMjCorTPy113yu1eGtLHX7/wS7V++gVXwR/8/DIXCHxbp6s7VCTF8FQGC6HDWf1KgEQeS4HQ2FFixNuS3VZeguKlbft7JqbdE92ic8HgvJR8GR9bgCdNTcpjs0Cah2K02viB2R+HDw+UyP6PaQr/l2wknLbTtm4sbHdj/XfRgqYR/bvjsG9ywAAu4+yBX6+8AaC0u+VWr0VoH5aSgTsnmTbUho1acezVBPT2BYblJ1THXn+5XIKOZnH/uj/594VhagolLfkm9sD3JYieW9ST3AjakqM6nOT6gmrVnOj1WtDz9RrKXOjuS0V/fkEY7elUtUKAZn3lGmMO8kUP1BQSzgcVmRukhcUB0NhqUgaAN7dekj6+KzKUpzWvQgAcOAk3znnC+VzXm0iPCBnYWK2pfzpZ25yJf45e2pFIQDgYEN7p3dPp84n/s6cWlGIAqcdhdG/u43tfilz4zTxRHCAwU1O6ckqCEaflkq1VlFzo+z1kqzPDaAs4tVzWkqroDizPjeRtaSfRVKKD8yO6ghuWnxBaQaX2tZEocshBYfKQmex3z2yXzfY7TZ0i/Ya4Xyf/CGC6OICR9LBuaL/TZs/KB29lWtukmVuOqOgWNSJRR5L9LrxBUJoU5k7Rday51gkc9OnWySoFc+Dhja/4rWC21JdViZHwcUYAb3HjTsq3eJn0cRPGXxpPcXTLeL1BUJS9kgrc+NOmC2V/s9YTxZJKT4Y0rMtJd4BO+026d2Pks0mX69swf/FgUgB82Vn9gQAVESLkU+2cr5PvhDBTUmSehsgNgsjgoZ26bRUksxNku2qbBLFo+KUV1GBQ/od05O5pPy0M7r9PaBnpN5G1F41tvl1N6c1irlXl+cyOi1lVM1NmqelnNF3oMouvw6N+8gFs9ovysqjsFp/vKXMjc4mfrFrySy46R09DqsnwFA28EtWm6S2NVEX7Y9yVnSuj2ik1tDG4CZfpJuJFFkdUXOWqqBY2edGq96tIw5He5pUlnqkx+lWzAC7KwiGwvgoWu834JRiALEDXkWHYgY3XVhHCoozGRHQEemuVTyhle1WtAZtphtQiM97XHY4NX5p3HFHwfWcltI6dq1FpOhPKY28i9WTVRPBSLKCUkAuEFUGN+J+4o+KKOrjC0v+aJdmRCUP1m02mxTMi5qzVNtSWqcJs+VwNHNTWSb35xEzppi5sbY9x1qk/8eXnBnpxC7aWDS0+dmhmABfBlXlIstj1g7FarUDyeoJAGVwox2siRd2rXe5gLKJn/5tqXSzSPHENpay7iDdospDjeIdsHoTN0D+npXbUo1xwY1oed/mD0onxcjc5BEG2s9N6Th4JpmbDq8ykTcQlIJo5fNWGqDJui9LEy0oRpzeTQqkxUnPxraA7oHQRmFwk0OZZG7iMxMd0eIN4NvDzQmnfdToLShWcmoFNylmJwmpBgwK8dtSuvrcZHgUXARD3RWzsUR9UCr10e2lXkna7wPKzE1kXeFwWMrciHdMpW6n1E+osZO2pvYdb5Vqf0g/KbhJMccsvpGfN1XNTY4zN+9ujTSPLHDapeAagLQtxeng1rY7Wkx87qnl0nXKbalM3rQbgYMzc0iMUNC1LZWlguLdR1sw9tka6fKCHw3HNef2Snr79AuKYwMZu017tlS6jfPEC3uqY64JBcU6RlxImRu9BcVxmRsgEgym85hScFOWPLgR37MoKG3zB6XgSfxRsdttKC904USrHyfb/KjU+HrZ0O4P4trfrkdjux9v3Xep1GeH0ieCFK2+NEBiIz+pz02SoChVdrMjgqEwpv55E4DI766ypkfO3HBrtKP+uvkAdh5pwdTLB+p6fegMB6PHwJVvyJTbUuI1wuzBjblXl+f09GARslVQ/L3/2RBz+R1F3xQ16Ubj8Z/Xqo8B0j8tJVLyyfqBCPGZLV+K+oSYteg4lq4kanS6K+ZLpfP/JxgK473tkXfBmpkbV+w7d5G1cdhtMUNExYtLZ9Td/HPXcTS0+REOA2u+qMv541mRmFyfclsqrpGftC2V5H7KbalQlnvOKH9P//OyATGf47ZUduw62oL7X92M5//+DX773jdGLyfB3mgDP9FbC1BkbpRHwbkt1XXJR+bSfxJkI7gJh8MxAxcBYO9x7c626W5LxWduXFqzF5B+QNGcxtBMQNnnJva0VFp9bjI8Ci7WXlFYIG0NpcqsHWv2YuBDq7HzSOTnrhXcxJ+WUhYTK985i7obvYM7M/HX2gPSx1/Vc55QJtLfllLP3CQL2JVbt9muvxJb2A67DVPGnBHzObnXEjM3HbFd8fv0Ys2OTvl91mOfSnAjHQVvD0hvhFO9sTWauVeX5zLpc5ON2VJbo/OHnHYb3rzvEgDAZ/sbENB4QU63d0F8fY1WMTEQO/JAqwg3naGZQMe2pUo72MSvxOOU///4tf//vPl5HZTf7gV9K5LeVgpuousSre/L4wZtSr1uclxzc6LFh7e2yNkaURRN+rT5Up+WAuSAXjoK7tcO2JXXt6Qo1NdLBNanKLKUQrdocJ2tEQ9G+eDrI6iJZlSNsEsxQiUYCuPHyzYhFDJH1+cjTV4cbfbBZgNO76EIbhRN/DKpJTWCuVeX53wBMX4h/aZb7iyclhK/PBf0rcDg6jJ4XHb4AiHs0xh6l26q0WazxQQ0qYIhEVCEw4gZPhlPBBypiiXFH/ZAKAxfICR1dU3rtJRH3v4J6vhjItZW6nZKTc2ONGu/4H8Wnd598/A++OescejTrSjpbaWCYn9s5iZ+FlWFtC2V23d6T7/9VUxwzXfqmUl3W6o47v9/e4rTUspsXra7BTfGDcxUEjVnJ1ry9/mw51gL7lj8Ce5a8i/8c+cxQ9aw62gzAHmkxYadx/Ds2u2GrCXeN4cjWaX+PYpj2leUKbalMnnTbgRzry7P6ckqCOJdXkf63BxqjLyzqirzwG63YcApkS6T3x5uTnqfdLelgNjsTarMjcdll34JtBrQ6a25AeTuv0B661bWKujJ3ojHKfE40bs8OmPnpHZw83X0j8TVQ3qhKkXxr1RQHLctVRaXuSnvpC7FH++MHAWdenlkW6IpjdN2lEg+Cp4icxNfc+NPL+MDAMNP79aRJSYQWcP45x6gCG5Mto2Srv/91z6MeaZGunzrwo8NyeCIN5//Pf5s3DIiMm39xZod6Pf/3sKTb23t9PUoHY0OCe4Z17pC3pbyZzRWyAjmXl2ey+RJIN6ttafY9tCy9WBkW2pgZUnMf7fXNya9j1dHYyanjsyNzWZLq1ZEpNdTnZZSvltoVNTOpPMzdjsd0u30BDfNisBLfC+pjteLU1Li3ZkW6cUtujUX38BPEF2Kc7ktFQ6HpdMSY86qBBApqOawRP3E73DKmpuE01LamRsAuGP06QCAHirbRx3x/7d35uFRVNnf/1YvSSchCdkXyAqELQEhIIuAIBpWUVHcENQRRlRQxGV0GEdkFpkZZdCfMoILuMwI86rjBuLgQFhkkVV2CLKEJSEkQBKydKe76/2j+96uqq6qrup00km4n+fJ86Srq6ura7vnnvM953g8N96TDGERv9Z4PXz983mvZZ9sO93s+0GMm+z4CPz5jjzRM+/dTSeDGjK74H5uSbMxPe0X7H5V3g8GLXvvWjn+XARkltcYoeDZyy5BWHaCq3Q2md19vvuc4mf0tLEXCslMGsTSMeG+PQ41GuvcmIwGalwRjwLHqdfaERLpRzq4sIVCtCAlUgmr3UFnQGpCYkKYpEKtkueGPGCasgXD5doGauj2SI2C0cDB7uRpOwiGdojoPSxEb7aUb5E8eU/Oxvho6ylkvrCKFmPTg+daV/bcWO1OUTXt1gDP8zhc4j25C0Q9MT1U1TfQZ0NmfARMRgPWPTMcL9/ag4a8fWW2NiWnKlyGV0asOIxOyhXUNTh01RYLJi1771o5ejpWE6hx04ibjghASTjkjr4dwHGuGUO5QtNHPV4mYfaXr7AUoK11gKdCsW9XPDme5EEcajJo7rHjETh79mVzUTn6/+kH2YeKze6kN3NkqFmTcVPmDguGmAzUsFPdJ9IZ2n0MpNWJCWSGX9eEA0tJpctrE98uBO1CTeji9vrtO8uK+emF6GHkGqYKCVfIllILZxnc17ucB+X3Xx0EADz+z90699hz7REBqXQ/yb3X2lowFF+qRUWNDSEmA26/LpUut2ssxhkoTrm9NomRofS+T4624OEbsjB3XDcA6vKBpoZ0AxeKiQFxbSXi3WPGzTWMP6pyIj7013PD8zxKq8SF46IsZmTFubw4+85ekf0c8dxo8TKJBMUqfaUIJJSjFqvXWqEY8GgRiOdGj2eMpqYLPDe/+nAHLlZbMf2jnYr75do3o6jegxIk1TMzLlyT0UVmReS7yL5JRZ3k2NTozPbSAzHaSAiiT7rL6zfjk12tMhQRTOo0am68KxT7DkuRvgtqunhpOQgtqAmKOY5rtbobUpKhU0I7zLmlK13e1JmHUkhIKtPdkFJIllsbeaJcvWxHU3LePbnpECMOp1vMBpBHGRGUs7DUNYxfxg3tneSfcVNVb6exfqGQdUB2HABgU1G57Of0CYr1haWIkXVWJVuLdlDWYty495FobvRko8k18lTLTCPhqzCzESajQdRjRYl97pYFeR2U07+FkN9MjgEdYCSzZ+kg2BRIBaUjuibQ94jQmAG88s1BzPn3XlWDT7Og2Ku3lG9Bscdzo32ftaAmKAZab/PMM+5QfVpMGNLjwvHZjEEAmq+VCYEYWdkyxg2REVystgZNxH/R7XUm3eAJHMfR5w/RTjLPzTVEVX0Dtp2ooDUL/NHckLRgfwXFF6tdXptIi0lU9v36LNcMnKQoS9ElKBYYNFq0LjlJrhnJsQvKxeCIoFiPcSMMS2klUmchv2or6ert+hzxQqmFpfa7vWO9OkYrriOEPDTIMaChAcnsWRq+aAqkgtKR3ZPoe6zPlIv6BgeW/XgKX+w+h18uKs+y60j7BR2eG57nNWluyF0nrVDskLzWG8JU89wAHgFza/PcFLvDLWluLQnJBmruAnrEc5MlY9xEWcxUd3MyCN6bOpuDFiwVdoMneJ4/LFvqmuPud7bi3qXb8NmuswD8SwWnYSk/U8HLBGngQnp3dHkRDpyvol4aIXo6vQoNGi1VKrsmu/oSHVWpdEsGbG2aG0lYSsfxlXpupDPvc1fE3iVhAT8APjU3PM9j/zmXcDFPo3FDzjnx1hGPlHT2TD08AS7cJqRKImY2GjjMHNEZgEdseK2zX2DkVdYpD471NiIo1q65EQpc1Ywbs0IPukqJR/GXi/r0G2qaG0DouWld5QGEnhvAowOssTka3epGD2rGDeDx3pxQMZqbCqLHDDUZaOKFEGkmK+st5YPFixcjKysLFosF+fn52LRpk+K6hYWF4DjO6+/IkSPNuMfKkDL13+xzpRz61RXc1Lhsqfc2nwTgqWZLyIyLQHSYGTa7EwfPe2cN+BuW0iIo7poUCcBlOJRVy2fd6PLcuI0B4kLXpbmxiDU3VRIPTrlEp0CzR0K1GTelVfUov2qF0cChR4q2ZpPSqstVCkX86CDYhJobYWYYgYgLmXHjQpiFVFqprGvRrLkRGK1i40b5c0rX4RFJRtBeBU+tEsQjQwZ/KYluj0eRihe2JUJKM6S6SzNEWkxUQ9KU2YdCeJ73pIEnKBg38cS4aX5RcZn72ZcQGSqrFZQWWNXjMQ8GQd27lStXYvbs2Zg7dy727NmDoUOHYsyYMSguLlb93NGjR1FSUkL/unTp0kx7rA3iZvankqMnFdy/2cS6I64aCTtPXxYtNxg49HOnhO846a2d0BNCE4altHh6osPN6O1uP1B45KLsOlRzo6HjsScs5Y/nRtyCoUKSPSatf0Nr3LgHe2ExKzlIVlGXxHY+BzUC+T3kHHg0NwqCYlvT1Z2RC0uQWeap8tom+c7WhtDoKFVpTVGvM1uq1manNW44Tv3eUhK2F0kybfQO3MQISJIJSwAe7d7PrSx7jgrl3YJog4ETFMVsntDUxatWXLXaYeA84TEpxOj5JQhhqTL3tSwt4EeIkLTGYWEpFRYuXIhHHnkE06ZNQ/fu3bFo0SKkpaXhH//4h+rnEhMTkZycTP+MRu2C0uaACAQbky3lT1l1obdHzqNyfVYsAGBjkbeBQevc6KxQbNKQLQUAg9wPxb0y2VpOJ09FsuE+eksBwrBU4zU3f/9B3JW3WuLJqaatF1wPQuGgItcP5iAVE2sLSQHifmJOJ08NKqVsKSffdPU55ASlpIHe+co61f5k1wrCMIZa3y2P58ZH+4VQj+aGpCabDerlDbSUJAD0CWZtdif1ZCoNcMQNir3VAAAgAElEQVTQPXupdRm65HcJyyvEuQ0df7LK/OGkO9TUMSZc0StHqsmfDEJYihis6QqGl9Rzw7KlFLDZbNi1axcKCgpEywsKCrBlyxbVz/bp0wcpKSkYOXIk1q9fr7qu1WpFVVWV6K85sDucNE3TH8+NzT3Q6UH4oHtuVFev9290Z77sOn3Za+avz3MjyJbSWDyPiGv3y8z4agVGma/2C4DAc2NtvObmG0nV0lqJWFequSGDvpMHrsoIe8+7Z75yqZ5KUM+Nw4mq+gaaARMpCUsJPQBNFZqS89zEtQuFgXNl5gizZHaeuoTer/wXy3482ST70lIRGjelKsUNqedGo+bG7uSpQeRrzhAlMG7kvHghNKNQu3Fzxa0fMnDKguIEt+C12moPeEfypoLneUG/Ns/vSnG3UmmuApXkezrGKFctJ56bk+U1zd5MkxR/VZqYSZ/NzHOjQHl5ORwOB5KSkkTLk5KSUFpaKvuZlJQULF26FJ9//jm++OILdO3aFSNHjsTGjRsVv+fVV19FdHQ0/UtLSwvo75CD58VCP32eG8+DUO/sXGjcTBuS5fV+dnw7GDjXDLFMMluxOXRkS4kExdqMG3LDHC2t9hLwkYHawGnzwhDNTTVNBfejzo37O4WpzoD3Mad9pdyfs5g9hczkZsXCuLVWhCm/QlGfNKxlNHDUwGmqdHDym4SGldHAIc49qAmvm/nfHkJlXQNe+eaQbuFqa0bY902pjYfd4aTeUN9hKUGBNPfxN/qojxQt08hQSHe33ktPWIoU2YwOM8OgMGmJCjPRcFlrSQevETTKFXpuyD39p9WHm2U/yL1NMqLkSIsNh8nAoa7BgRIVr2BTQM4nC0sFCKnrled5RXds165dMX36dPTt2xeDBg3C4sWLMW7cOLz22muK23/xxRdRWVlJ/86cORPQ/ZfDyfOiAVxfnRvPunpnRuRBlhEXLpvFFGIy0O7U0lRDTwhNQ7aUUV+2FOCarcSEm2FzOLHlF3GtHWHrBS1F76RhKX8ExVfdRotdMjuSHnPaEVww2EephAQu+mPcCM75xWqb6DukSPsQBRqlTC0iJCW/78ylWlHV4pGvb6Ax+7aO0ABW8qAJK4z70l4ZDZxXeQNfQn1q3AjqWgnpkeIS8avVY5JCjBvSfV4OjuMQF+G6FpSqnbc0iMEYYjSIQoS5HVwG4KUaG348Ll//K5BUuI0HtX5gZqOB9gJs7tILxLOkbNyIPTdaNYXBImjGTXx8PIxGo5eXpqyszMubo8bAgQNRVFSk+H5oaCiioqJEf02Nw+kxbvT0PQLEvZP0poMrle0XQoSC0llXPa2K6vuCFepszBp/G8dxGJ2bDABYf0TcGM7TesF3SMq1j/4LiiMlYSlSB4TM4qSeGxqWEtzYanoHUmcoUYdxYzJwIIeRDBhyjQsBzyy/ponSwasVGicmSIwbuSyc9UFs+NecCCcu22XE+YDnuuI0eiMjJJWztRo3Dicv60EhnpsrKqnqUmimlI+WIWRwrrjaOjw3JDTnypDyHNfJAzLofSedcDUFFRo8NwDQJ92VfLHTj95g/uJw8jQslREnH1KXhqUszHMjT0hICPLz87F27VrR8rVr12Lw4MGat7Nnzx6kpKQEevcahVNQiCvEqL3vEcHfjCm5uLIUT3dXz8AsLBzmSx8A6OsKLmRYF1cIaOuJCtFyYmhoERMDggrFdX6EpSSCYmJYkQe61HNzwW2skLLzgHKmit3hpE3xpBU+1eA4jhqVxHiQa1wIiDNrmgJpnRsCMdZIKj+pwzG0Szxd5+Q1kk1llUw65HoB0erEJqO2Fhwh4tpNvowbi9lAPZZyHrNuyfJhKbUsO2JYx6p4bgBhd/rWYdxclSlvALgyp+bflgsA2HBMPoszkBBjMC5C/fgO6uS6pzYea3qDi3D+Sh0aHDxCjAZaUV6K0HNjMnCavfbBIqh7N2fOHLz33nv44IMPcPjwYTz99NMoLi7GjBkzALhCSlOnTqXrL1q0CF9++SWKiopw8OBBvPjii/j8888xc+bMYP0EWZxO/wr4EfztL1WpwXMTRd3ZnoeeVYcLHfAvLAV40kiPXbgqylAgA7UWMTHg0aj405hUqrkhAk5ivEiz1EgjOWHRLY9xIzYwSPq90cCJjCEtEB0RmYVLH8TS/W8Kz43TydPjIjWQieeGGG+HSlwu8yGd4/G7cd0BeAqltXWk3r2Hl//ktU6dRjExgXgtyX1p8GEQcRxH72Wig4qymPC7cd3x6fSB1LtSKWhWe9Vqx/DXCvHSlwdkt0maOirN3AmkBk6lSiPclkS1St+6kd0TwXHAgXNV1HPRVJTTsJS652ZwJ9dz8uiF6iataSWk2J391jE2TNGwFh6/lh6SAoJs3Nxzzz1YtGgR5s+fj+uuuw4bN27E6tWrkZGRAQAoKSkR1byx2Wx49tln0atXLwwdOhSbN2/GqlWrMHHixGD9BFkcAs2NP4WOPJ4b/4wbJb0GANneSMIS7VpcjaKwlEZBMeAyIIiweJMgHZ0M1NIKmEpIj6mWUBrB0xXcVSuGGFY57kKDRRfk64TECIwVcgyls2LS2iI5yqKpuKEQMguvqHENVEqGXngTNs+8arMrZmqRyrQkdEE8Nz1So6iOq7WlB/uLtyDe+z4l95QvMTGBeC21hqUAINpdRZiko1vMRkwbmo1BneJEmhwipv3PnnM4XVGLj7edlt0eGeCkHaGlEM9NRWsRFFuVJ08p0WG4zl2Da5ekNligIWEpNc0N4ApbkdCVtG5RU0ErJ6sYtu0EnnVf5Q1aAkHfw8cffxynTp2C1WrFrl27MGzYMPre8uXLUVhYSF8///zzOH78OOrq6nDp0iVs2rQJY8eODcJeq9PgcIpEsnrxNyzlqVGi/J1ynhui7TEbtbkaxUX89F1CJJ4svGnVHj5ySI0bfZob1+/neVdIioSliNF1XtB+QanmjJzm5nhZNV79zlUpe1iOJ1SjFeK5IZ4RpWMR0YT9pajwUiZTqz01blzrkOsnJjwEabGu1Fa1xqhtCeK5GdLZdZ4v1dhwWUHDpnUQIJ4bfcaN6zokLUPaWbx1YYDnvPpKLT5zybUdcj6VIF5M6USgpSKnmxOS4a7rolazqLHwPO/Jlorwrcfrmuy7H18gIYZtuophSwqgAvomlMEi6MZNW+RKbYPPBnRq+NtfSlNYSkZzQ4woi8YL1uhHKjghS6a8OGnEJi0SpYT0xtJXR8hA9/+q1U5n2KRwlTADRMmTITVunE4ed7ztqc00ICtO8/4QyG8iYSklo5gaGTp7+9Q3OHx6AqlxLHPNxhCdhdtzI1yXVFutqLE1mxs9mBDNzeDOnvN80+uFonW0tl4gEK9llUbNDeC5DolRItRpmY0GOphryWqyO5w4Q0ITMeqem67JLi/nsbLW0YJBWmVcSqJbY9KUxfxqbQ76nPXluQE8nuRjKv34AgmZ1HVor2zYCp+BzHNzjbL3zBU6A1PzoihBjIx6nbVMSBO/GBVBINkfYU8lMsBbNIaFzKJsKX2XUHaCuwKnIBXd4+XSGJYy+++54TiOPvQv1dhoKjiZsVTU2GgVXtKg0mTgRIOU1Pu1segijetPHpCO2/t00Lw/9DeZtGlu4kmmSo32B/G+s1fQ7aU16PbSGny3v0RxPY9x7P3dVERa2wCb3UkH7+gwM6IsZs9A2wJ1N3uKL2Pmv3YHLLWWhKWy4yNo1e/LtQ0i41Fr6wWCV7aUBhEyOeZEKyLNcCMTCS39pY5eqEa11Y5Ii0mxqSOBFL+T9mFrqVz14UVPkKnhFGiImNhiNmgKv5N+fEebyXNDvFbJ0cqJEO2Y5oYBeCqXRob647lxGzc6PTe0ToVez41dnwvd2IiwFGkMd6qilmoBanT0lQIaF5YCPDep8GHWoX2YVxVeoseRikKlx5DE6m+/LhV/uiNP174QyG8is2wlFzoRKutJw311taex7NuFxxXXU/P8tRdobqoFIU0yGyahDOJFaCl8t78Edyzegm/3lWDK+9sDUlXXKmirsvzh/nS5cOavV1BMBry1hy4AAE5o6C1EjOxz7nCg1OPW3V3rhjyL1DKliNcmO6Gdz3uaGLpCPQ8AfLT1FDJfWIVXv2ueonhauSppfitFWuagKSh3T0biIuSbUkrJId6xZjJuSI80pUwpQOq5YcbNNYP0wUEsbr88N35Wob1CBieVOhWymhubJ21VC+ZGhKVS24chxGSAze6kD2XiIQnXrLnxPywFeG5SkkJrNro8M9IqvEr1d4j4k7xfVuVan3il/EFamFBplkn2Uavn5t87z4hS789fUdYVqNVJIt7A6no7FRVHhppo+IRk2LSkSsWLC4/jsX/upq8v1zag58vfU+2Jw8njvqXb8NCyn3T1zPIkCxgRHmKiJfP3CzxDZEDVKpL3R5tHzlO1TKFJwFOOQItHgmi9kjTUZ5LT81TWNeD3Xx0EACzZcAL/O3wBT63Yg+KK4HvyanxkY0oLVDYFZDISryEkBbga7wLAhSprk2el8TyPC+5nWJKqcSMMe+p77gcDZtwECKlWj7j5/NHcSJs7aoXoIUiqphwer4Nn28Rzo3WWKRQd673IjQaO6ltOX3LNTj2CYv+ypRrruSGhA+KevnhVbNxIByjymszOV+50Vb3WU7hPijTUphiW0um5KZQU1rtUY1Psh6TmuRGGPDwaD8+ynqmuuirNXVVVjb+uOeq1zOHk8a07NHe4pApbT1Sg8OhFXZkyVklD3OE5iQAgqnJLBgut9Y60hq+ESM+Tl3ETJa5NpCYnJufeVwE/QKznIROqIomH4ZEPd+Krvefxm8/3+dxeU+NrwkA8N00pKPZkSml7RkRazFT/0tShKRJqBjzXjBxC2YCzFfTPZcZNgHBKPDdkNq9UjE2NSEG6subvd/KC8ulqnhtxPQ1Av6DY3yJ+hEy3vuWUe1ZHZlaaBcWN0NwAnlAKmamR75W6p2sUwlJhZk8XZ+EDsTG9VqTeJ6VZpsdz49u4aXA4sXq/qwL4vFt7ID8jBgDw30PyvdvUjBuT0UANnLNu8aFwsOjd0ZUFV3j0YotpqEiM6IcGZ4qu2Q1HXWUIxv/fZrrslW8Oad6ulVbzdp0zorvZIagoe9od5klVEWgK0ao3EyIt+SCdSBHDihhaaniMG22eBXKNkAnVD4flq1MfbwGePF+CYnKOqurtuhqN6oHcr3rqXxHh9vcH5e/XQEFCUrERIapZUML3dNalDQrMuAkQUuOGzP79CUsR46Zah+fmQnU97E4eRgOn2teIPABrbQ40uF3xRFAsNRqU8LeIHyE91uXGL64gnht3+Eez58Yoee2v58Z1UxNPjNS4qVMKSxHPjc0hSocd1El/lhQhVDJzV5plkofj5Vqbz1DKe5s83brzM2Jxc3dXW5PNRfKVT31l25HBtLTS27ghhtNVqx17in0LWJua+gYHTW+dPCAdP79cgBtzXBWyP999Fk8IwlUAcL5Su1bIUzzSdc7Ibz924So17Mh3+xLnErQa9kJ8eW5S3OLQEvdvU5HcUCNFLdNSiKdKcQMuVNXjnQ2/AACeG9VVtN7Faquq1qc58JUKHhFqovfVuSYqZ0CrE2sMSwGe62rljjM4VV6DSzU2+swOJMS4UQtJSWmK/Qg0zLgJENL7l3hR/AlLkXoCemYRJPsoPTZc1ZsifAAS44mGpTS6xo1+9JYSIq2L0lhBsV7jxqO5cYel3MYKbTHgvtlJWErquRG2QCDnKCMunGaR+IP0N6gJio0GDjzv23uzZOMv9P/cDlHISXLF8ZUGcl9FIMm1TBrsRYiKehnR210M7d1NJ1T3qzlYXOj57QmRoYgINeGl8d3pslWSrDFfJfGFWBvEYan4diH03iEhP+Ld0a65Ea93d7+OPj8jNUSk5414JMqqrT4HI2FHcC0Q46aytgHbBJquhwZneq0b7OuBZq6qPIs7xhBBfNNohC5RQbH262z60GxkxoXTytJ9/7AWoxdt9Coi2ViIiD0txvfza1yeq9XRr4dlB3QfmgJm3AQIqeeGoFYtWAl/PDekQ7OvmaLJaKAPZZINRMNSGo0bcyPDUqSOBik+Vks9N34Kiv303FyQeG5IGmQpNW7kRaFh1Lhx4Bd3McIUlRRKLWg1bowGjmqDlDQCJ8trMOGtzXTA2vDccHAc5+kIf7FGdrDz7blx7VOJW5QsNUaJZqpOpxBeSq3Njuc/+xlLBcaZXoT1Qcjv6ZwYiWUP9Ret183t+v/lYg31XihRZ3Pgo62nqICXXHccxyG1vev8k2u6QWf7Fannpl9mrM/PeHtuxK/jIkIQYjSA513Xipr/5IoOzQ3g0fUdu1BNM3pu7p6IiFATCnqIGx//cCi4DVWrBY0zlUh1T0xKm0h34wlLadflhZgM+OCh/qIQ0C8Xa7x0dI3lqPteIWFcNRbcmYe1Tw/D6NyW1c9RDmbcBAil4p9qN5QS/giKv913HgAwoluiz3UjQsSDkN5qqkaj/9lSgGeWRDw3vupQSPHS3Bj16RWIZ8zjuXF9L0mDJLNvkgkiNTTIQGS1O/HhVlcp+8bWyJAabEr6AMDT2V1JS3HPkq3U2O2WHEkzmboktkOY2Ygam0PW/e7LuCGDJxkApMdl9s05APSFeORYvb8U/955Fn9efcTvVFiyD48N7yRKvR3eNUGkexgjeEgfOFelus0XvthHM4IAjwAd8HhJSM0ZErrSavx7G4q+7wXpeYqRGCYGA0cNdrUsOcDTJ0otGUFIJ3eG2P8Ol9E6OuTZ89b9fbHs4f54ZUJPANrD3U1FlULjTCHJNITXRMaNxqaZUrIT2uH9B/tRrysA/L9dZwOyT9tOVOBPqw5RMf3YXr4NlkiLGV3cNXhaOsy4CRAOBeumMdlS1VZtYakdpy7hwLkqGA0cxuYm+1yfDM41EuNGa1hKVMTPD89NB7dxc8ld0baWhqWaKVvK4jFOACDcLO+5Oe9+0Em9MkJPDjl2g7L919sA3gOA2uBGKqrKeW5sdqfI0Jo+1OM+Nhg4GhKU64KslgoOCMNSLsNB2sWdDPAlV+p9lvonyHU3/1lQdO7gef3ZVw0OJ46UuIyie/qlid7jOE7k3bwuvT01dvZLMr3eWleEvJe/p277r/aep+/FRYSIrrtO7jIAv7h7buntLSc9llrCWdLzJOd1IR6lkso6Ve0L6fCt1XMzvncqAJenimTPdUl0DXohJgNGdE2knoBNChovf2hwOLH20AXNmU0OYQsVFS86uceVMgmlHC6p0lT5mXDJD0Ex4aZuSfjv0zdi7dOu1kTrj5Tp+m45/nuwFPcu3YZ3Bbq8bI36sNYCM24ChNKDwz9Bsbt+hUbPzZd7zgEArs+M1ZRqKNSMAIIKxZo1N40LS0VZzPQmP3ah2tN+oZnCUtJiXuR4kFkrSZMvcYcYpBkvoSYDdRWTcKQ/VYml2ySYDJzqoEg8N2UyD3ihMfD0zTm4M1+s3SCi2p9lqtb6qpNErmUSxpR62pIiQ2HgXF6L/D+uxaur1Yu5rdxRjB6//x7f/HxetHzfWc++HS3Vn22z7+wV2BxOtAs1ybrahR6OvuntqU5EWKOnxmrHa/89hmqrHYt+OOa1jUdvFGsOOieKewE1OFzXhdZr0x/PTXiIURSykMt0IuEWNc8Nz/O0Z5hWzQ0Rn1612ql4WtqTSmhEEvF+Y3l30wlM/2inlyBcCWHGqRbPjbC3nBInLl7FmDc2oeDvGzXtA8/zjTJuCF2SItEjJQp2Jy9qPOwPX0vuufh2IZoz5VoLzLgJEMphqaavc3PEHTO9vU+qpvWpcePWuhBBsTRjRwlzI8NSgCcTYHNROZ3l+t04U6eBJQ35EA0NEXXWNTjgcPLURZ0iMW44jqPeHqVaOHoRDoLtLCbVKqZJKim+RPPRPzMGT93cxet9IvqVNrmssXqK8yUoGMjSazncLD6OJqOB9pm6XNuAJRtPKHo0AWC+O/161qd76DKb3YnDJZ5QlD+F1da6NR59M2JgkBG8/2pIFuIiQvDojdmItJjpwCb8LqH363jZVa9idFKNjLSrPLmmtRr/3rWUfN8LHMeJvKhyhgk5H2rhvap6O91ftUxLIVEWk+g5EGI00OuSkCkwbgJVuXrlDldNqZ2nL2vyXgibwaqlOZNkAC1hqW0nXCn/l2psmsoeXLXaaZhST7aUHEO7uJq1bjle4WNNdbb+4vr8bdel4rq09vjHA/mN2l5LhBk3AUJOUMxxyiW/1SCDSFV9g880yjUHSmjM9Lq0GE3bJw/O2gYSlnLdeP5lS/l3CfVyd+H+yV0bxGjgvHrjKCEN4eiN6XtraIhx41leY7NTDUqszIwmTDL4aM30UkL44PVl5JFZ8wWZ2TAJxyilddL04CrxYHP2ch143hWWUPL+Sc+PnEHXUZJxoSbQjBcMpGSGXVpZTwcCANTg0sOeYtf9MC5PPkQ7uFM8dr10C14c48qeollyAoOmQjBwWu1ODPvbetE2pL+dVJQ9d6UONVaPsaDZcxOq33MDiCcacoZU7zTXfXa4RFlPRIyEyFCTZu8tx3GIE4hjO8aEyRqSpAbQ2QD0HLPaHTgtMDKXbPAtONeSKQV4rgEtBtMlQXVwLcY38dq4+ko17jkxxG3crD960e8U+6tWOxU4z78tF18+cQP6axCwtzaYcRMg5IwbnofsDe8L0huqwcHTkI0cZVX1mPGJyz3bMzWKPmB94fHcuMNSOgXFJtED1T/PDWlUScSIMeFmTT1XAG9Pjd4+J1JdAXnghJoMtNhbjdXuqY8hY3QpVS32F6E3ytfAlqgiKD5R7vIckKJ6UpJJVkilWBdDUtpV+5JJ3pOraH1Ld3GmzGVJuvrWXyrw6U/F4HleFN7c7xZAV9aJdWZaihUKcTh5qp3pk67N2E+I9A7z+RrkpIZETEQILa2/qaicGmhajRRpyESqwVFicOd41fez413PhFMVNYp1bkgDzHidFbYz4z0hvzSFTBtyXT+1Yq+ubctRIgmt/XN7sc8BnlzXviZOse5z5+rere6NWSMoqqfFGCLXcJyOTCklBmTFIcRoQPlVKw0H6oVUEU+NtmgOQ7ZGmHETICxmIx6+IRNTBmY0elvhIUY645MODkKEAsh/TM7XbEgRbQsxnKx6BcWNLOIHeNIOycxKrZO5FJPRAOFPtejU3Eg73xLDhOM4UXfmqyo9aaTGjD+9gYToMW6IV0ZOc0OOp5L7O9Gti2lw8CLDgbjv1cKo0tmv3PUyZVAm5o711JO5IuiLY7M78euPduLFL/Zj1f4SUcYWCadJjZufz1yR/Z1KnK6oQa3NAYvZQEW+vsh0Z5NV1Njwnz2uTBRf2W9EqCuEGH+fbHNl0OnxRkqNJa1G0V/u7IVxeSlY9nB/2ffJtV7f4FT0gpXr7HtE6Jfhme1L9TaEk4IGoP62N6iub8C8rw9i+GuFouW1NgdNy1f+rDtTyscgHhlqohMbNW+hw8mLCndqaYNCjcdGhqQAlyeQNEQlGZF6IZq2XgoToLYCM24CRJTFjJdv7Yk/3J7b6G1xHEdFj1dUmqaRi3ti3w7UE6IFohep87POjSgs5afnhqQnE2IaIbTTqhUixEeEivZbaKiQQcVVWdW1TE6IKBx8wkOMjTduBL9BLQ0c8KSsV8jE/GmpeYX9MRsN1FMhFBVWa0iX1RKWMho4TB+WTcMRwoHi2IVqOhh9tfc8zVYDPFWPiXGTJOhx8xeZHlFKHHMPPF0SI0WeITUiQk30t3zzcwmcTh7/dvcLI4SaDFgyJR9zx3bHQ4Mz0VfGKzSsi0usfcpdeVuPN1KK1iyr2IgQvD25L0Z0lS8BYTEbafqxkp6EZL/pqVALACkCA0+pRsriyX3p/2Pe2KRr+4Q5//4Zy7ecoq/zM2Lo+Zr1rz0Kn3JBhMy+UrA5jvM0FRb03aux2kWVwM9erhVdt1oa2F5wGzeJOo+vEsQokWb3aeV/7lYZRH/XVmHGTRMwMNv1YO+Xoc0tLgfxZKjNIogFrhSCUIK4vInnRm9YqrFF/ADXg184AMvpWrSi13NjMHCihobCLAGyTyQlVClzSejO1VJwzRfC7/BlKLUPN1Mtl7SiqloojUA8FX/49hBteFhd77uitpawFCFGUJ6fcEig+yDp1QSizSHGTbfkKPre8TLttW7I79EaoiW8OKYbAJfWZvPxchw4V4VQkwEbnxuBzb8ZgaN/HINRPZMxfVg25k3oKWu0DMtxhYiIWFuPNxIA3nnAZQg8emO230aRHMmSNgxSShVKHvgiXqDNGt1TvkaK0DtwSWeIkSC9VixmA514bDh2ET+dvCTzKRcn3Kn5WtpgeIqnuq7BXy5eRf4f12KmwIASem0Aj9dLjQvu45scIOMmt4Pr3vCnTELh0TJsP3kJZiOH267TloDSWmHGTRPwxr19MPvmLqJZi160GDckq4Rc7Foh4lfvIn7+pIL79xDmOA4ZAm+T1voaws8T/AmNCVMyhbM6kjFFC9UpZC4JjRu9hbnkEBo3vkToHMdRT5007k48N5GhysdTWOiReDq0FDrTEpYikLT6K4IBTU3UWlrpmt0SsaZw4Oye4n191zc4ZKssH3NXjNZbaKyHu6v5mct1WLXP1ZphTG4y0uPCaWVnX0hLBug1bkbnpuDw/NFU6BwoUnwUqKNZgTrbh9yYk4CR3RLxu3HddXmOA8FvRnt6WKkN8ifc6f1ajJsoQSIH4GqmWt/gxJqDpTjlDq8dkxjaWjQ3F2jvpsZrbgCgZ6pLJH7wfJUuUbHd4cRDy3YAAO7K76i5qWtrhRk3TUBSlAWzb85plBsyJsJ1oylpbk6V19ABOEfng5zMuGusJCylz7gRemtMfmZLAcAwd80VQH+tGpMfQm0hwoddVoLnf+I1uaBQhZcg9GJo6cniCz3ZUoAnDHC6Qr/n5uEbMun/pO9PVb0GzU2YNCyl/B3tIwv4WrIAACAASURBVLw9N0dKlD0w5HiTUGvnxHbUmyLtpVNx1YrhfyvEkL+sw2vfHxUVJCSeG2FFVy2kuQ2YSzU2rHSHpPR65LyMmwj9Yk01b5i/EKNFqHEig6LV7sB3B1zGnJIoWAmL2Yj3H+qPaYJCkXL8a9oA+r/ejvE8z3t5TufflosHBNpGVc+N2yjJTtDjubHjwLlKbBRcV0QTdtw9GSCTMS2aG38aU6rRJakdTAYOV2obaKFRLQj7qT0+vHNA9qUlw4ybForHc+OtualvcNDaINdnxuqupUMqAUtTwf3y3Og0SoQIH1B3SyrJ+kJvbRspT4xw3dwp0RbRjJUYFsRoUPIoCT036XGNr+wpNGi06HeIZklYeM5md1JNi5qBFGoy4ia394Z4P7RobqTbDAtRPgdSzyPP8zhc6vLcCO1S0oeIDABkJpwVHyEoNikeEAuPXkRpVT0uVFnx1vrjmPnP3XA6edgdThqG0Gvwy01E9GaSSD1bajV+mhNiyNsF+0P+nfHxLvq/Xg+wVvoKwvNT3/9J12cvXrXCanfCwAHH/jgGpxaMQ6eEdjAZDfhm5hAAwH8PXZDtC1ZaWY/TFbXgOHGYUwnqualrwJZfxFWVyXVc5PYM5rs1V9UamhuTNi+BMm5CTUZaNPKgDt3Ny1+7WocMy0nQbci2Rphx00JRC0u9s+EX7D9XiUiLCX+8Q7+Amda5kXhutGZLCb0m/nQFJ3RoH4affjsS++cVINdd90Yr/hYPJHRNjsSqJ4dg1ZNDRcvJAE68AYmR8g8kkXETgAeF0KjQ0o+sZyqJu3tCPeSBbDEbvPoMSSHem4Pnq3Cl1uapB6IyoJuMBlGLDGmtHyHk+4nOovyqDVdqG2DggAm9PbH++bflut93da4mxnxsRAg18khrAMIhSXir2mrHmcu1OFVRC5vDiTCzER38cLmTY0rwp+kt0dsB+kNjTUUXGS8Wz/PYcOwi1h/1eCcCpQmRIpw0/XTqEv72/RHNnyXF/5KjLF7e3dwOUYhvFwqHk8d189d6fZbUO8pNjdZUGZjcd0dKq72afc781x7YHU4cdxs3fdJdWqIadyHUdUfkW0LwPI8z7ho/gQwDkTDqYRVvqJCq+gaanDLjRnVPW1uBGTctFOIxkHpuaqx2LC50Fa96YkRn3TNUwCMorvVTUCycAWptmaBEYpTFryrO/qagC+kp89CT6jh6dZQ3uoQGSEYA9AZ6jRuSirz3zBUaYiDx9PoGp8/jQ7KZAOCxT3Zr6pwMiL1KasZwsiQUQh788e1CMeeWruieEoVHh2UjMTIUoSaXQPT8lTpaPC82woyu7o7dB89ViWryHHIbdA8NzqTGllAc3SWpnV/1pZ4cKa7orDWNW8gfb8/FtCFZmDYkSxT+Cyak55MQJw9R1/WvZ94QUBGzlOWCVPW312vr9v7ZrrN4e/1xAEBHmQkEx3F4aqQnvCLtU3ZFJvNODfIc+uf2YlpcVMinO86grsGBEKOB6l6uWu346eQl/Gr5Tgz48/+w/YS4cnBFjQ21Ngc4Tjld3h96pBDjRr3ZK2FvsSv5JC02DIM7qddGaisw46aFQgbd8mor1h8po23pt/5SQTUID/hZU4e4+7efvIT6BoduzY0wbh6uMw07UDQ2LKWEVD+Qr5DxJkwHTdRZ/EwOofhUrUw8IaGdZ5ZdeOyirlow0u/YeqKCVlr1JYIV6q3UChfmJLUDx7nc+MfLrtKMnKQoC9LjwvHdU0Px4tjuMBg8wvLHPtlNhc0x4SHomhSJMLMR1VY7jrvDbzzPUwHppH4daRPWHw6X0W7JcoO5FqRhA388N50TI/G78T3wu/E9FL1+zU1SVKiX8J8HT70Qnz82qMlrnvSV3EcllXW4UFXvle1HKDxahmf/389Yd8TlQZFWviYIn4HHJJlMJPNO63mU6wPYLdlzLRGjOjshgk4+L9XYRL3Q7lm6TfR5Et5OibJouq+1QkT2Ui+mEjvdVeyFtYnaOsy4aaGQAmRbT1Tg4eU7MGrRRhRX1GLaRzsBuGatWgt9SRFqA7aeqKAxd83GjWBg92eGHAjkMmUCgfQhmq1QCK6gZxJCTAYMzI4NyIzXYODw3KiuGNwpDqN6+u7sLpwFfrXnHBas8bj6tdZIEa5Hwlu+0oGF4UC170mJDsNQd92XzUUXaasIOd0BWUYe1BznSs83GQ1UB0JmqGcv16Gq3g6zkXOLjj2ZRWQg1Csm9uyH2Ej1VbK/tcBxnFfJBoeTp2nMWrPBGkOUxYxRPT3Vq7/bX4qxb2zCmDc2ySZNkIw1QkasvK6N4zgMcVdpPuaeABYeLUPmC6vwF/c9oTVrTc4TeU9/jxZw+0mXV6ZzYjv6XCitqlc1MM7QpqKBPca5HaJhNnIovlSrKSV8t9u4kRqZbRlm3LRQcjtEe4UIPtl+mv4/vpd8XQktCAuQCRsoag1L5enUxzQFRBA8SdL1urFIRaQpCjqExEgLdvz2ZnzyyADZ9/3hiRGd8a/pAzVlzHAchzfuvQ4A8OXe86JMmG9mDdH0fVteuMkri0RavVmKcJD0ZdT1dz9I9565QkWVco0ZpUZ6+zAzFa0T4TQZJEi7jh4pUQg1GTGiWyLu7ie+BvwJ1QLeDUMDUVG2pSDVe1yqscHh5MFxjetUrYclU/phYt8OAICPt51GRY0NV6127BCEgA6dr8ILn+/DZ7vPij7bP1N5UCbn+6g7LEnCs7xOobRU/90nvb3IM0TE6t2SIxEdZqbG0M5Tl+k68ZJriHhuAhG6FhIdZkaBexI07s3NmP/NIWw7USGbGl5Z20D7Dzam9lprgxk3LRSjgcPf7uotWrZ04wn6f2MKxxkMHDWOXvryAADXbFlrqCcrPgKrnxyKn3470u99aCwPDMzAF48P9ktQrYZ0wFbzTEWHmwOi/fGXTEGWljD2rnVwj2sXituv60Bfm42cz2KKRh1eKlL7pKzaSoXFCTIGg7RSqrBaNUnRLr5UiwaHk2YJCj/z62HiUKKcgFYLJqMBvxndDUYDh/cf7NekGpTm5s17+4gG3i92nwPgKp7pbyFOfyChOmFbBhIy4XkeY9/chBU7zrj68nHA6J7JuO/6NAzIjlPcJvHUkUwmISEmA27qluS1XA6pkTysSwLMRgOuk1yf916fDsBjFAprTZVftYq0P+Q9aUX2QDDZvR8A8MGPJ3Hv0m145ZtDIgOH53m8u+kE6hoc6JoUia4tROTeHDDjpgUzOjcZpxaMw3tT+4mWPzqs8Wp3aQgqMlS+WJ0SPVKjAlZO3B+MBg5902MCGsdubQi9LESr8vTNObq2IQzh5HaI9hlmtNq11ykh4YBLNTZapl6u4/jDN2SKBl6hgUWaMx67cBXrj3gyWEYLQnfSHlL+ZEoRHhveCb/8eSxGdtc2ILYWeqRGYfNvRtDXC9ceAyDvSWtKBnXyNlK2n6jA+St1+PQnccuL/pmxeGdKPl6d2Eu1lYbQuydNzb65e6LmlP64dqHY9uJIwWvXdSjU1ACe61PJs9fj99/TYprFl1xGXFOkXg/qFIeFd/fGkzd1Rie3B3b5llP42N3brKSyDgP+/D+85RZlPzIkK2gygmDAjJtWwIDsWJHG4s4AhGKkszV/xJNtFSIQFmYUtUTk9Ct5HfXVKhF6eWp8NCEEgDv7uq49uarBUsjM9khpNVbvLxUtExJqMuL/7uvj9TkANGNq75krOODWBfVJby/qhs1xHM1qG9olvk15XJqa5jZuBsjcUz+frcTgBevw2//sFy1/fIS2QnPEQ3j2ci1OlYsFyrcJPJNaSI624NWJeRibl0xrb0k9i8RAEBrqkRaT6LrNffl7HC2tpoUrO2koIqgXjuMwsW9HzCnoiv89MxzPjXJVbf79Vwfx5Z5z+Mt3R2gD2K5JkZjQxtstSGlcHi+jWYi0mLHh2RGoa3A0ukEj4aHBmfj0p2L62l9xclvko0eux/IfT+Gpm7v4XjnI3D8gHf/a7jmPnRP0uZ2FlZq1FFJ8YkRndIwNw4As5TABQc6QUepWLsxUqRLMvkkbBwB41x2WJQ0qhbx9f18s+qEI916vrxjktYRBxuiTakSaGovZiOFdE1B49CLuH5CO0xU1+PG4OH36m5lDkKdQgkGO5CgLzEYODQ6ein4B4IkRnXCLHx64+65Px32CkM+jwzphxie7AIgrHQvbrmTHR+AfD+Rj8IJ1dNlTK/ag2mpHeIixWcJB04dm44PNJ1FRY8PslXvp8jfv64PRPZN1V4Fv7Vxbv7YVYzBwATNsANeM+PifxtDXVnvTZB+1RrolR2HBnb1099oJBrcJCuKlRFtoarRWOI7D7pduwcbnRvgsow+4rsM7+mjrSyNn3CgNpsLMpD3FnjCA0Ogh9Zjkwk5pseF4/e7e6B+AJqZtFTmHlpaeS4HmjXv7YP5tPfHCmG5YOqWf6HyO7pmsu1Ky0cDRjC9SfPP261Lx3KhuAQnDjM5Nxg2dXcb8kzd5Jjw1Am1NZnwEUtuHiYyiI+7srb7pMc2izQsxGfDZY4NFy+7o0wETeqdec4YNwDw31zTCG45UqGW0LoS6p/G9UlS1CUrERoQ0ScaMXGkBpSajwjYXwkrBcum5OcnXjigykJgMHPVwEAJZWE4r0WFmTB2USV//+MJNAFzp6f5cv4DLuD1ZXoNNRa4q3T1SA9tKYvHkfBwuqRKF1YZ2SaDhVhLKfvnWHjAZOKp7AYDBnX17OQNFVnwENv9mBMb/32ZcqW3A3HGBbcLamrj2zDmGLLF+NPljBJ/MuHDc3D0JSVGhmDWy5YXRni0QC5zbK2RjRVrMuMcdFvvbJE+WIMdxmCnQXoQYDeiewowbf+A4ThR+vqFzHMbltRwdhr+GDQCkS4y0HimBLVcRHWbGwOw4kZ7rXkENnIHubC6L2Yg/3J4ryry6tVfzHuOOMeEofHY49s8raPawY0si6MbN4sWLkZWVBYvFgvz8fGzatEl1/Q0bNiA/Px8WiwXZ2dl45513mmlP2yYLJuYhKSoUvxndLdi7wvADjuPw3oP9sP23N7fIonPSGbTaAPaXu3rRxohChC0wcpLbXdMZco1F6KH95JEBbSZcIe3vFh/Z9LV7OI7DD3OG4b2p/byy62bfnIOHBmfir3f1CkqTyvbhIX61tWlLBDUstXLlSsyePRuLFy/GDTfcgCVLlmDMmDE4dOgQ0tPTvdY/efIkxo4di+nTp+OTTz7Bjz/+iMcffxwJCQm48847g/ALWj/3Xp9O6zYwGIFmSGeP+LdLon/1Z9IFBdCSo1q+DqolI+wL15ayylzXmadKt96O7v7SOTESnWXafaS2D8O8CT2bZR8Y8gTVbF+4cCEeeeQRTJs2Dd27d8eiRYuQlpaGf/zjH7Lrv/POO0hPT8eiRYvQvXt3TJs2Db/61a/w2muvNfOeMxgMLYSYDNg3rwB/uD0X/5o+0K9tdE2KpK0egqERaUsQz5nWauSthe4pkaI+UMIsO8a1SdCucJvNhl27dqGgoEC0vKCgAFu2bJH9zNatW73WHzVqFHbu3ImGhgbZz1itVlRVVYn+GAxG8xFlMWPKwAy/a6pwHIc37+uDO/t2xKPDOgV4764t3nkgH9kJEfhsxmDfK7ciOI7Dgjt7YVxeChbdc52mFiaMtk3QwlLl5eVwOBxIShLHKpOSklBaWir7mdLSUtn17XY7ysvLkZLi3W/p1VdfxSuvvBK4HWcwGM3OqJ7JmhqKMtS5pUcSbunRtqovE65La4+3J/cN9m4wWghB901K4748z6vGguXWl1tOePHFF1FZWUn/zpw5I7seg8FgMBiMtkHQPDfx8fEwGo1eXpqysjIv7wwhOTlZdn2TyYS4OPlaAqGhoQgNvXbT4RgMBoPBuNYImucmJCQE+fn5WLt2rWj52rVrMXiwfDx40KBBXuv/97//Rb9+/WA2X9tpbwwGg8FgMFwENSw1Z84cvPfee/jggw9w+PBhPP300yguLsaMGTMAuEJKU6dOpevPmDEDp0+fxpw5c3D48GF88MEHeP/99/Hss88G6ycwGAwGg8FoYQS1zs0999yDiooKzJ8/HyUlJcjNzcXq1auRkZEBACgpKUFxsacpYFZWFlavXo2nn34ab7/9NlJTU/Hmm2+yGjcMBoPBYDAoHE8UudcIVVVViI6ORmVlJaKiAtt/hMFgMBgMRtOgZ/wOerYUg8FgMBgMRiBhxg2DwWAwGIw2BTNuGAwGg8FgtCmYccNgMBgMBqNNwYwbBoPBYDAYbQpm3DAYDAaDwWhTMOOGwWAwGAxGm4IZNwwGg8FgMNoUQa1QHAxIzcKqqqog7wmDwWAwGAytkHFbS+3ha864qa6uBgCkpaUFeU8YDAaDwWDopbq6GtHR0arrXHPtF5xOJ86fP4/IyEhwHBfQbVdVVSEtLQ1nzpxhrR2CCDsPLQN2HloG7DwEH3YOAgPP86iurkZqaioMBnVVzTXnuTEYDOjYsWOTfkdUVBS7gFsA7Dy0DNh5aBmw8xB82DloPL48NgQmKGYwGAwGg9GmYMYNg8FgMBiMNoVx3rx584K9E20Jo9GI4cOHw2S65iJ+LQp2HloG7Dy0DNh5CD7sHDQv15ygmMFgMBgMRtuGhaUYDAaDwWC0KZhxw2AwGAwGo03BjBsGg8FgMBhtCmbcMBgMBoPBaFMw4yZALF68GFlZWbBYLMjPz8emTZuCvUttinnz5oHjONFfcnIyfZ/necybNw+pqakICwvD8OHDcfDgQdE2rFYrZs2ahfj4eERERGDChAk4e/Zsc/+UVsPGjRtx6623IjU1FRzH4csvvxS9H6hjfvnyZUyZMgXR0dGIjo7GlClTcOXKlSb/fa0FX+fhoYce8ro3Bg4cKFqHnYfG8+qrr6J///6IjIxEYmIibr/9dhw9elS0DrsnWg7MuAkAK1euxOzZszF37lzs2bMHQ4cOxZgxY1BcXBzsXWtT9OzZEyUlJfRv//799L2//vWvWLhwId566y3s2LEDycnJuOWWW2gvMQCYPXs2/vOf/2DFihXYvHkzrl69ivHjx8PhcATj57R4ampq0Lt3b7z11luy7wfqmN9///3Yu3cv1qxZgzVr1mDv3r2YMmVKk/++1oKv8wAAo0ePFt0bq1evFr3PzkPj2bBhA5544gls27YNa9euhd1uR0FBAWpqaug67J5oQfCMRnP99dfzM2bMEC3r1q0b/8ILLwRpj9oeL7/8Mt+7d2/Z95xOJ5+cnMwvWLCALquvr+ejo6P5d955h+d5nr9y5QpvNpv5FStW0HXOnTvHGwwGfs2aNU27820AAPx//vMf+jpQx/zQoUM8AH7btm10na1bt/IA+CNHjjT1z2p1SM8Dz/P8gw8+yN92222Kn2HnoWkoKyvjAfAbNmzgeZ7dEy0N5rlpJDabDbt27UJBQYFoeUFBAbZs2RKkvWqbFBUVITU1FVlZWbj33ntx4sQJAMDJkydRWloqOgehoaG48cYb6TnYtWsXGhoaROukpqYiNzeXnSc/CNQx37p1K6KjozFgwAC6zsCBAxEdHc3Oiw4KCwuRmJiInJwcTJ8+HWVlZfQ9dh6ahsrKSgBAbGwsAHZPtDSYcdNIysvL4XA4kJSUJFqelJSE0tLSIO1V22PAgAH46KOP8P333+Pdd99FaWkpBg8ejIqKCnqc1c5BaWkpQkJCEBMTo7gOQzuBOualpaVITEz02n5iYiI7LxoZM2YM/vnPf2LdunV4/fXXsWPHDtx0002wWq0A2HloCniex5w5czBkyBDk5uYCYPdES4PVgQ4QHMeJXvM877WM4T9jxoyh/+fl5WHQoEHo1KkTPvzwQyqe9OccsPPUOAJxzOXWZ+dFO/fccw/9Pzc3F/369UNGRgZWrVqFiRMnKn6OnQf/mTlzJvbt24fNmzd7vcfuiZYB89w0kvj4eBiNRi+LuqyszMuCZwSOiIgI5OXloaioiGZNqZ2D5ORk2Gw2XL58WXEdhnYCdcyTk5Nx4cIFr+1fvHiRnRc/SUlJQUZGBoqKigCw8xBoZs2aha+//hrr169Hx44d6XJ2T7QsmHHTSEJCQpCfn4+1a9eKlq9duxaDBw8O0l61faxWKw4fPoyUlBRkZWUhOTlZdA5sNhs2bNhAz0F+fj7MZrNonZKSEhw4cICdJz8I1DEfNGgQKisr8dNPP9F1tm/fjsrKSnZe/KSiogJnzpxBSkoKAHYeAgXP85g5cya++OILrFu3DllZWaL32T3RwgiKjLmNsWLFCt5sNvPvv/8+f+jQIX727Nl8REQEf+rUqWDvWpvhmWee4QsLC/kTJ07w27Zt48ePH89HRkbSY7xgwQI+Ojqa/+KLL/j9+/fz9913H5+SksJXVVXRbcyYMYPv2LEj/8MPP/C7d+/mb7rpJr5379683W4P1s9q0VRXV/N79uzh9+zZwwPgFy5cyO/Zs4c/ffo0z/OBO+ajR4/me/XqxW/dupXfunUrn5eXx48fP77Zf29LRe08VFdX88888wy/ZcsW/uTJk/z69ev5QYMG8R06dGDnIcA89thjfHR0NF9YWMiXlJTQv9raWroOuydaDsy4CRBvv/02n5GRwYeEhPB9+/al6YGMwHDPPffwKSkpvNls5lNTU/mJEyfyBw8epO87nU7+5Zdf5pOTk/nQ0FB+2LBh/P79+0XbqKur42fOnMnHxsbyYWFh/Pjx4/ni4uLm/imthvXr1/MAvP4efPBBnucDd8wrKir4yZMn85GRkXxkZCQ/efJk/vLly831M1s8auehtraWLygo4BMSEniz2cynp6fzDz74oNcxZueh8cidAwD8smXL6Drsnmg5cDzP883tLWIwGAwGg8FoKpjmhsFgMBgMRpuCGTcMBoPBYDDaFMy4YTAYDAaD0aZgxg2DwWAwGIw2BTNuGAwGg8FgtCmYccNgMBgMBqNNwYwbBoPBYDAYbQpm3DAYDFkKCwvBcRyuXLkSlO9ft24dunXrBqfTGZTv18ry5cvRvn37gG2vf//++OKLLwK2PQbjWoQZNwwGA8OHD8fs2bNFywYPHoySkhJER0cHZZ+ef/55zJ07FwbDtfWYeumll/DCCy+0eKOOwWjJXFtPDQaDoZmQkBAkJyeD47hm/+4tW7agqKgIkyZNavbvDjbjxo1DZWUlvv/++2DvCoPRamHGDYNxjfPQQw9hw4YNeOONN8BxHDiOw6lTp7zCUiT88u2336Jr164IDw/HXXfdhZqaGnz44YfIzMxETEwMZs2aBYfDQbdvs9nw/PPPo0OHDoiIiMCAAQNQWFiouk8rVqxAQUEBLBYLXfbzzz9jxIgRiIyMRFRUFPLz87Fz504Ark7Y9913Hzp27Ijw8HDk5eXh008/FW1z+PDhmDVrFmbPno2YmBgkJSVh6dKlqKmpwcMPP4zIyEh06tQJ3333Hf0MOQarVq1C7969YbFYMGDAAOzfv191/7/55hvk5+fDYrEgOzsbr7zyCux2O31/3rx5SE9PR2hoKFJTU/Hkk0/S94xGI8aOHeu1/wwGQzvMuGEwrnHeeOMNDBo0CNOnT0dJSQlKSkqQlpYmu25tbS3efPNNrFixAmvWrEFhYSEmTpyI1atXY/Xq1fj444+xdOlSfPbZZ/QzDz/8MH788UesWLEC+/btw6RJkzB69GgUFRUp7tPGjRvRr18/0bLJkyejY8eO2LFjB3bt2oUXXngBZrMZAFBfX4/8/Hx8++23OHDgAH79619jypQp2L59u2gbH374IeLj4/HTTz9h1qxZeOyxxzBp0iQMHjwYu3fvxqhRozBlyhTU1taKPvfcc8/htddew44dO5CYmIgJEyagoaFBdt+///57PPDAA3jyySdx6NAhLFmyBMuXL8ef/vQnAMBnn32Gv//971iyZAmKiorw5ZdfIi8vT7SN66+/Hps2bVI8PgwGwwfB7tzJYDCCz4033sg/9dRTomWkGzXpRrxs2TIeAH/8+HG6zqOPPsqHh4fz1dXVdNmoUaP4Rx99lOd5nj9+/DjPcRx/7tw50bZHjhzJv/jii4r7Ex0dzX/00UeiZZGRkfzy5cs1/6axY8fyzzzzjOg3DhkyhL622+18REQEP2XKFLqspKSEB8Bv3bpVdAxWrFhB16moqODDwsL4lStX8jzvOi7R0dH0/aFDh/J//vOfRfvy8ccf8ykpKTzP8/zrr7/O5+Tk8DabTXHfv/rqK95gMPAOh0Pz72UwGB5MwTWtGAxGayI8PBydOnWir5OSkpCZmYl27dqJlpWVlQEAdu/eDZ7nkZOTI9qO1WpFXFyc4vfU1dWJQlIAMGfOHEybNg0ff/wxbr75ZkyaNInui8PhwIIFC7By5UqcO3cOVqsVVqsVERERom306tWL/m80GhEXFyfymiQlJQEA3X/CoEGD6P+xsbHo2rUrDh8+LLvvu3btwo4dO6inhuxffX09amtrMWnSJCxatAjZ2dkYPXo0xo4di1tvvRUmk+dxHBYWBqfTCavVirCwMMXjxGAw5GHGDYPB0AwJAxE4jpNdRjJ9nE4njEYjdu3aBaPRKFpPaBBJiY+Px+XLl0XL5s2bh/vvvx+rVq3Cd999h5dffhkrVqzAHXfcgddffx1///vfsWjRIuTl5SEiIgKzZ8+GzWbTtf9EPK0lU0lJaO10OvHKK69g4sSJXu9ZLBakpaXh6NGjWLt2LX744Qc8/vjj+Nvf/oYNGzbQfbl06RLCw8OZYcNg+AkzbhgMBkJCQkQi4EDRp08fOBwOlJWVYejQobo+d+jQIa/lOTk5yMnJwdNPP4377rsPy5Ytwx133IFNmzbhtttuwwMPPADAZWAUFRWhe/fuAfkd27ZtQ3p6OgDg8uXLOHbsGLp16ya7bt++fXH06FF07txZcXthYWGYMGECJkyYgCeeeALdunXD/v370bdvXwDAgQMH6P8MBkM/zLhhMBjIzMzE9u3bcerU7oNpfgAAAm9JREFUKbRr1w6xsbEB2W5OTg4mT56MqVOn4vXXX0efPn1QXl6OdevWIS8vD2PHjpX93KhRo/Dhhx/S13V1dXjuuedw1113ISsrC2fPnsWOHTtw5513AgA6d+6Mzz//HFu2bEFMTAwWLlyI0tLSgBk38+fPR1xcHJKSkjB37lzEx8fj9ttvl13397//PcaPH4+0tDRMmjQJBoMB+/btw/79+/HHP/4Ry5cvh8PhwIABAxAeHo6PP/4YYWFhyMjIoNvYtGkTCgoKArLvDMa1CMuWYjAYePbZZ2E0GtGjRw8kJCSguLg4YNtetmwZpk6dimeeeQZdu3bFhAkTsH37dsWMLAB44IEHcOjQIRw9ehSASx9TUVGBqVOnIicnB3fffTfGjBmDV155BYCr8F3fvn0xatQoDB8+HMnJyYrGhz8sWLAATz31FPLz81FSUoKvv/4aISEhsuuOGjUK3377LdauXYv+/ftj4MCBWLhwITVe2rdvj3fffRc33HADevXqhf/973/45ptvqAbp3Llz2LJlCx5++OGA7T+Dca3B8TzPB3snGAwGQ8rzzz+PyspKLFmyJGj7UFhYiBEjRuDy5csBbbGgxnPPPYfKykosXbq0Wb6PwWiLMM8Ng8FokcydOxcZGRlNogVqySQmJuIPf/hDsHeDwWjVMM8Ng8FgKBAMzw2DwWg8zLhhMBgMBoPRpmBhKQaDwWAwGG0KZtwwGAwGg8FoUzDjhsFgMBgMRpuCGTcMBoPBYDDaFMy4YTAYDAaD0aZgxg2DwWAwGIw2BTNuGAwGg8FgtCmYccNgMBgMBqNNwYwbBoPBYDAYbYr/D70gKXzYgMhFAAAAAElFTkSuQmCC", + "image/png": "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", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -654,7 +686,7 @@ "\n", "i_inst = 2 # <--- select instrument\n", "\n", - "plot_ts( spd_all[i_inst,:],'speed (mm/sample)',fn_instr_all[i_inst])" + "plot_ts( spd_all[i_inst,:],[time_unit,'speed (mm/sample)'],fn_instr_all[i_inst])" ] }, { @@ -668,12 +700,12 @@ }, { "cell_type": "code", - "execution_count": 149, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -694,20 +726,26 @@ " this_filename = results_path+'/1'\n", "else:\n", " this_filename = ''\n", - "plot_ts(spd_all[sel_inst,i_min:i_max],'speed (mm/sample)','',[fn_instr_all[i] for i in sel_inst],\\\n", + " \n", + "if time_unit == 's':\n", + " y_lbl = 'speed (mm/s)'\n", + "elif time_unit == '':\n", + " y_lbl = 'speed (mm/frame)'\n", + " \n", + "plot_ts(spd_all[sel_inst,i_min:i_max],[time_unit,y_lbl],'',[fn_instr_all[i] for i in sel_inst],\\\n", " this_filename)" ] }, { "cell_type": "code", - "execution_count": 150, + "execution_count": 19, "metadata": { "tags": [] }, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAb0AAAHFCAYAAABmXyfoAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD+naQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+j8jraAAAgAElEQVR4nOy9e7R1R1Un+ptVa+1zvu9LSIBEICaoQ5GHtFxUFBDyIKMRAaF5eC+itwVF5WHb2NLQygBFsAFbHNr36pUWDCjKG0EUgy0kEBkEBUFE5OEDQaNEggkk+c7Za1XN+8ecs2rW2mufc774wJg1x9hn77OetWpVzd98FzEzY6GFFlpooYVuARS+0A1YaKGFFlpooX8pWkBvoYUWWmihWwwtoLfQQgsttNAthhbQW2ihhRZa6BZDC+gttNBCCy10i6EF9BZaaKGFFrrF0AJ6Cy200EIL3WJoAb2FFlpooYVuMbSA3kILLbTQQrcYWkBvoYX+ldPLXvYyEFH57O7u4va3vz0uuugiPP/5z8fVV18NAPjEJz7RHHfQ573vfS+ICC984Qs37vfwhz8cRIQXv/jFG/suvvhi3Pa2t8VSyGmhmyvRUoZsoYX+ddPLXvYyPP7xj8cll1yCu9zlLhiGAVdffTV+7/d+D5dccglijHj1q1+N+9///nj/+9/fnPvkJz8Z1113HX71V3+12X7Pe94Tt7vd7XDve98bl156admec8ZZZ52F9XqNhz70oXjVq15V9q3Xa5x55pn45m/+Zrz+9a//533ohRb6Z6LuC92AhRZa6Gh097vfHV/3dV9X/n/Uox6FH/zBH8T97nc/PPKRj8THP/5x3Pve927OudWtboX1er2xHQDOP/98XHbZZRjHEV0nrOCP/uiP8A//8A942tOehl/5lV9pjn/Pe96DkydP4qKLLvpneLqFFvqXocW8udBCN2O64x3viBe96EX4/Oc/P2uOPIguuugiXH/99Xjve99btl1++eU455xz8IQnPAGf/vSn8eEPf7jZZ+cttNDNlRbQW2ihmzk9+MEPRowR73znO0/pPAOvyy67rGy77LLLcMEFF+DOd74zbn/72xegs31nn3027na3u/2TtHuhhb4QtIDeQgvdzOnEiRM466yzcNVVV53Sefe4xz1wm9vcpgBbzhlXXHEFLrjgAgDV/AmIP+/KK6/ERRddBCL6J23/Qgv9S9ICegst9G+Abko8GhHhggsuwLve9S4Mw4APfOADuPbaa3HhhRcCAC644AJcfvnlYGZceeWViz9voX8TtIDeQgvdzOmGG27ANddcg3POOeeUz73oootwww034A/+4A9w2WWX4Xa3ux3ufOc7AxDQ+8xnPoM/+ZM/KRrfAnoL3dxpid5caKGbOf3Wb/0WUkpFQzsVMhC7/PLL8e53v7uYNgHgbne7G8466yxcdtlluPzyy3GHO9yhAOJCC91cadH0FlroZkyf/OQn8bSnPQ1nnHEGvu/7vu+Uz/+qr/oqnH322Xj729+OK664ogFOIsL555+PSy+9tPjzFlro5k6LprfQQjcT+tCHPoRxHDGOI66++mpcccUVJTn913/913H22Wef8jWJCBdeeCFe97rXgZkbTQ8QE+dTn/pUMPMCegv9m6AF9BZa6GZCj3/84wEAq9UKZ555Ju5617viGc94Bp7whCfcJMAzuuiii/Da1752Nh3hggsuKEEyN8V8utBC/9poKUO20EILLbTQLYYWn95CCy200EK3GFpAb6GFFlpooVsMLaC30EILLbTQLYYW0FtooYUWWugWQwvoLbTQQgstdIuhBfQWWmihhRa6xdCSpwepLn/VVVfh9NNPXyrIL7TQQgvdDImZ8fnPfx7nnHMOQtiuzy2gB+Cqq67Ceeed94VuxkILLbTQQv9I+tSnPoVzzz136/4F9ACcfvrpAIC7/t/Pwop3AQLGXQKbsEAAByB39bffB67/E8v/lN1nBEKS7XFghAEIAyOuWb73GXE/Id44IKwT6OQaNAzAMIL31+C9PfCYwMMIcAbFCOoiECMQAigGgAJABIQoDQnUaK2lBkFmICf5nH0Wrv0/bovcEVIPcLQPIQf57Z+XDzCGl+dmgJJ+sv1vzwyEkRFGIK4z4l5G3M+IeyPCfgLdsAfa2wfv7YP39pBP7oP6DuH4MdDODrDTg1cr8LEV8k5E7iPyKiCtAtJOQFoROAK5J+Re3leO5J4LyJNnkt8s79He50FkpRzI/XbnHdRHB/YdAOTJdcs3zR/vj9l2XXet5v/D2sOTe83c095vM94TN2Pf5sbG+MgsXeaevd6rbSQdoc2eOEh/MUH60z7+MQhgmx/kuviA3/Y/R7lH+R1lrHEAcq9jILhGUx1rbSPQHAPSXdQeW/psoDK3wmjzSeeUzq+4ZnQnM8KQEdcZYT8h7CWEvTVoPQD76zq/9tYIqw60uwOsdkCrHryzAvoO3EfkVcTnvuIErj8nYDydMR5jcGRQJoQ1IayBsE/oTgJxgIxfaz8DCEAO8s2h9mUzvnLlFSExaJRrGX+M+8ojbhwR90bQyTXOO/dMPOel340z//ovgIc9DHj964Hb3Aaf++hHcd5jHlP4+TZaQA8o4BB3dhEgoBd3SRgkUAYh9TrolbGVgawvWDZiA/TCKMBHDITICFGwKRIjUkYAI3JGTD1iHkCrCOIO4BGcIzASGCOYR/A4CIPIHYh0RFGUZ4jK0QEdYRMOzMaFAM4Eoh5d3EXqCdR5YCAEA4oCDBOgb67rBjIDIQCICvQZCMQILHxAnpURAyNSQqSMSBFEAwISwAnMCZwjMiJCtwvqdkH9LtAJ6OVVD1p10k+rAKwCsEPAipA7AnrIpyPAPRdHkQvKcwUBPM+QePps9sgs+4wB+9+lG0iufyhwTskxgLntUyZZwWH+Rg1QefA6APTmgPTQbVPQK8ION6CHUO9dQQ8g5k0ART1uro+PQmV+OqCq7/fUgW56LY4EkAhQNq6goEc9kCM3/IBVJvXy0kabdQdZ+91AK3xkAGgk4ScJCJ0TJD1P4YxAjIiMwAkxjwgpAtyBUgR3AdwRMjEInfASjiCdOIxOPqFD1+2i6wPyihFXDO4AZCASIYAQM9CNMrcpcxEmKDM4EoLxjSnoWV8kgCJAIyPo80dmxAzEmBEiowsJMUYEIhAxnv5T/xF3vP6zwMMfDtzpTsC97gWcfjo+RQJ2h7moFtBzxFFErQJsbvKwl1ac5GYTk90gN0bQgGOo2zhUxpsjyYQIAAKBuwAaAjgGUA6gEMAxAsygnAGO4HEEp6QXF4mZieQ3EWT0hFbazDaJMjhlICVQyqDMCEmlYwN3YuHeU0A38mNqTpPIFfA8A5z/zUDOoCTfnKVtzCzPEFWjjdInHOyb6ie6fp184P/fAniNFL5lvmwoIYRWITkENI9EJmRNwG4DXMv/FTSmbZV3QZV3OtCZo+ZZHOhMOXW5tm6y6zbtdupqmRt2zeZ4cudwcx1/yYMEjdln2QA92nw/pwB002vNjS0Qypiy7YWmwLtF05NjuGkPMYNVBSzgOeUlgZqxzIGAIKCDaHOEQCEAUS1DURuYGUgJGEeg64CcZT7mDG60dgFfzgxKpHNbm+vmM6D8g8vbq+9xor0CrZBUrmnXK/sYNAqPoJTxFXc/F3jmDwP/9b8CT3oS/uTDn8azvucFuC4NBw8MpQX0HDGpOg5UUxhQJkIBvek362C3i9igzvVaJulyJnBmcJbrUwK4g0pfGTwo8OUIpCwDsUuFjZRxM45gNXVyZjFnxqjgFwDkCoAKeMwCLAVUUhLAi2JayHp1OVvv5qT0pgFNx000PdPwbNI4c6dscwM6KeCNSZ53HMHjCGQG9R2okw9iBLoIdAp6Kq2aObZ+HCOIThoP0+/KnDxDKu975hk39k2P84zrqKTcrQCCv+7cZWa0rylVnsNgD3QNyBxwHf++J8d4MOTo3vtGXwhCMcu7oGlbVGio/1N5/qIB2n0Of+TJvSvQNdpes9+1+SAAhANN0/QU8DbGlv94gcHAcPpei8SsIEXueH8sSWcwC+jAhPMIcIZuh/IUQo4M6hSYYgB1IjhTx+AUy3yivhNeMIwyv8YRNHYgInAIoJQUaOr8pUTtnDZzq875IjQUq4U8Xxk3QDM9ivCr1wj+fokRRgaSfsYEpIR+1QFf9mXAYx4DnHkmfuFH/xdu3B+B3aP5FhbQc5Q7iFRF1UYPoAz2bL1lWoJNBD0GQGE0wQAjyfsPkEGJDCDLjA8jIXc6mDogxwDqo2piEegZxCy2dlT5mQCAAjgl0fh4FNtGSiIKqj+PfQRTllHISWYHpwSMSQcWytWzPlCAgGSRHFWimzKEqfmsldLcYB5lAFMSez2N4negIelnBMyPuV6DMyOsdoFVLz6GLoJ7/XQBuaP6iea/U2Glk37NnQoUpuFFgKPT7kz7M3PSqWppE01vyki3HjvdYTx+jrszbd+35f8yRkwOK0IJz2sZ1uRt4DjRwLwZkm1cyLCTGyeokFiZHUM1BRZNwLSEooE6hshbfJinoultgNhEsNkAQwNKtMduXGfOolB8euyErtrQogluCDOuIyeaXrEyZWjnMDjLuA4KJAXsGMgsJkUZ9xWYck8IQwD3AZwDKHdAyqCxB61W4JMnhRes16AYwMMAIo0HiAHBg9uoj5GBkLx/sc53/56Ya1+YJQsQ/mBUBeR6HeMV8j8jjMInkBK++xkPEV725jcDr30tcNllSCCgi+D+8LEBLKDXEEfBI/vdmCR0cIOqD6i4zZTLFGaTRVMih4YZgkcmkTGrppchGkrHMkATgfuo/hIGq6mBctG95DskGUQpifQHqMmzAh/gbmrPaGZRklkVRhbmRCxAzWIWyXYjZZbC2Aiz5nI/d53kRjqYKbFKcW5gq6mCxlwkODYtjwKoJ9BqBeoE8NB34BiRTcPrgrSzEw3PAlbyxIfXSOGeKRUGxptMafp4BzFbp+U0TGtbH2FyH7YTJ8eUPuXNfRvHbt6QUZnQhvnRD6TpOTPgOPUh1uP0I6aBItzJSSig6OcQGRMnp/n5Y7wQ5Zttc8xpirOCxAzIeT98PWYLwM2A3YbGOAW9Do0wlbt2DBShyrlANtruBexJYBWp0MBZwS7Wvs16rcDqKolcrR+dACV3BE4BnIII012sFpSuE+vKMIK7EaTBcQhUhGKv5QVi4U2jzWc0miBQMLr5kGmpk3frheMCeIlBo3zCkNW0mXDel9wWj37ixcDrXge89a3AK16Bkzfs4+/+9jrhDfEIEhEW0GuI1ZzpfXgAUEybOhiLlqD7moljTABQFV9mK2V9/8UkQeDIyFkGalD/VI4BFDIoOjPnmICum2h6NmlJzIKcwbmiKidrOzegJ9uCDG6iMtDMp0fKuClVRlz9MiaR1hlNjikXbU8BzrS+UEyZ+hmzDmoFPdU6bfIBUBNMEJNmjOKfMKDzEZlmZipmy3Zf/TC86cki7KpPxrjtlrEx/TFlunaeY65MNskPUSG1D6d+Nb1INVduNKY931M1QzpAnQDM9FnLI02ZMvsd8lWBj6pZC86qQajanPfplblC7jqOydtxc8+7Deim3TGx0GyAnN83OW5uH9ACaRMBbMJU0fq4mjPhrhEOHg9swlK5r54fCEzqt8+1z0QwkfnL4vJvA9ECl3gB+SaJE+i4AB+6Duh74R8QoZOGCA4RFAIopgJCIRGyCuxBTZzFB2dC7Iyml0sHogH91qcHvQdKtLv58qD+PIwJD/rWr5eTfvmXge/9XuCxj8VPP/ES3Lg3ACd2wXEaCTZPC+g5anx6ptlh8v9EkuSgMzlUhlCN16gSr5POirYXAU6VcYeoTvIYwB0DiSWQpYsNn2p4QErioM5ZwY+KRCVG/uQAMoACiT2fBOFMMwvFDEv6raZO79NTjYjmVAToQM4t4E0luRransVOn7P+TuAkZlfqO03L6ETqjOKTKI75aALCjC9vCnZm0vSAF7kKLoEbKVvGwRyIHAJcdt6MxsgOLLaaPXlyD4eys2AoN5xppzuMATA7H98RzinHNTjUtNPOYb0+CCBlyGC1YNj8sHGjxzcRqgZw3gHmAPVI5kw/GWyTBzqnZdYHnoAaTc+bXHOq6XnAi4wNi4JFb9oj+TEGHQ/T5/Jg54UwnVMMFJBhJiBCYgPMvzcZ+2JFUm2vE37CicExC78ILqAlirAs2l4HGkfZlnO5JwzciMo2s+KQAz/rT3vPAQLO7Pqj9el5PsHF5x9UKA5jxmknVviGC+6MR33vRcArXgH81m8BP/Mz2LthH7/32x8ETjtWeMNRaAE9Rx7USpQfgGLSNO3Oa30kkmobvckKPnKsaBQ6OGkyQM0UoVIidwE8MjiROKBzAI1B8mNUnJOgALkhBRI/HVEFP7N7eAan5kwLeJEcPxKNK1BJ8wNpBKhqfU1karmW7zT/3Pqdp5OBq6Y3ZgSNGqWi4QngYZDoKyIC+k41PInYFLALJRJtNmKz9CMcqLnPFsA7Sp5eA1x2nGdcUwl9juaubdoYzdyjMIkNFK0/5uWPAnAt4KFq5tNzJmDaaFuT5yyPbgDmLBqAMD8bM7Oa3qT5EqdBzXP7LrA2M9Fs+zeep5j2jwBkk+P8MdvMnXNjr85zN6ZcnzVm7znhhybHlWP1YBUeRHhmIFMRmttxTjrGLaLTfdscilRMnKLtKc8Y90XbixIhTmNXAktCQtH0iinTR1sqaAE6f71d2xifGxP2gkuwmwFfAVLT9DK+/XsuxgMffk/g2muBxz0O+I7vAJ7yFLzmJ39TNFaN6M5OSTmIFtBzVBijAZMNXKr7TLvzfiBz2AKtBEwQ4LMwY2MAB4Ua14Eqg7RIZMyiTUZGsWcAwqAASPQbC/ipSO0DAkruSgii6UVBuRISbBKd5sLUb+0A308eS2dBb5KawHVSUIZosPqBRZRmAT7TRCXRPmh7tT8IaFIVAmED+DY+XN+rY1ANc2q0gMOYqjHUCecq5qhDTp+jDb8dNV88ZfSen27TQHUMllMNyLY9XnPN9jxMNK7idzMNzgl8puFYcIvxu4KUjuGV1J5Gpdx8BWUcEzANcpl9lBnz5ix4HaDtNcdOrjU/tibCVHPuVHubeQYPdsTFOFPfgwdXqvEBofKXaqqf4zMogqNZT+SjvMAivzOLtSVFTWuq6QRFoJ0CnuMh5VlMkip8h0vAxEZ+pn2YK7/IVVB+2U9fipgSHv7ALxdXyLd9G8aU8Ws/+1bg9BMFzFszwna6KVP03zTVieAHYf3wzP81+o+b/d4H6KM9N0ykVAdr/ZAMwgDRdEiYPMwsGXS0E8FHbEKPRQglCosaADHTpmqKRSvUMePByzOpyX6a7J+e44+RgayDWb9FUpBgFkujMAnBa6IwTS9QMW3C9ReTA8Ppu9noU559h/V9z7/z5hP8cTxznttmGfl02GfbParQte0j42rzs3ksbz53c88tYzzUcc00M24bIOD2GsAmiLh7+XG/8XvL/Q59P0ecY9vnsbsvNo+v1zhsrEzf75YxMjN+yB1DW65fgug2eI77+OcMVMy9MofkU3iBfTc5ENzMb6+h+f9Lvt7M/EdzjFmrpvurYAwGKDFOO76LZ//Eo3G725+B9d6Az332Bni68i0fKC4a+Oc6Ai2anqeZCdpIhj6QpQw8HRh2LkvEFEgvtTERhDnT3KQOysSVuYuNnIp0h+xecggSqZUgSc0JQMgqYauZU5Pafchlyd0zALUBa1JjluMpwEUliJTGQZ9pIok3EyFzO5gVKCVVg8v2jU9mSXztaQbADdSoMKdGc9vow9rf7f/+PcCBg2M6s+OC3UBwxxHquy8dMHMdO266rfQdTzbOdO7c/Q8gJikX1d5bGWSJNJhcSDf7FpXbOXunXcM/go1162tLFy23IXcJY9hctxXNZtKOej+9/mEPPplT5fzJXG72YbIfm+c2wGefqVZVxhS378iEgblcXn+M9QMxSP9nCxIiFOZexjZ0Tk75SDMfqvWoXmPyCcpPgsQDUM4yH7kKqwW4qPILn6DeaPCo/4vJU9s5jSbGFPxQ+MXuqsNZZ52OE8d3Ko9wxECxCBWl4AjzAlhAr6FGGzOGCmwMeA+AzcdIg1uKo9/Zs8sgnTNpEjepEmbCq5oaV98eIEEgMVTgU2ZGLKPTm8WKedM0KK3RWWznBlBEBfyknJB7JmWi282bXCdHroBHqU4U799DkuAbTlnayrmWU/MD2mm6zccD3QQAN/83MzK3Zs2p6ekg4CsDBTOA5/qp9Lke7o/buC5qh/LkHkBlkNP7b1xkk9gJZGTX8dfasCM6QPO3K+e500hNoFwjk01AItbcwma767bgwHUiEGyYPO15bY4dinqoc20GBMoltwDfdN8GcDZjx7Y7ULMxtxG96UyW4I1XRu465ECzgJ/O7amJ09rUmjg90Dne0lQxIq3OEoEQQTGBYwTS2lVsSs50WYG6Wnz8fDeA8++J6m8zd8OBHCqfsPucdnwFxohr/v5z+M/f9RKEvRGUMu76tV866TDttBgaofgotICeJw84sZ0MJeTdDe6iKTCacNwyMUvSH4rEK9VYZACV9IUS1FIrjORICBzk+BSsGeUW8rsTJqORA1xMlVlBzE284twXUCF1/kqunIY426GQUOPgNQNGK40aef5pQm7yaQr6bQEsJTcvg0b1jo+amE5BQqiDOqe7WKM1O6o+E9df06oYtR5iG0ZeouqsGkt5jy3oHTZvij+LWowq53lmZ/sOvmS9kA64xp/mozomfd4cs3FN++g17TpbQKONHPU+PX+fyTY1WTFBmCKMv9VgKO/nK9J80uhCfw/3qFMsbhThI4CeF1Yb0Js8xjaQ2+7rUzNvBEphAze2JGqTxe8+FX4CC5htNMKOMcCT+/i5Lv9YShLJGGZI8QgtdMHZ+bddKg8JppWcVsoEHrVCi1Y5ohTBLHl7VtReAllGCXSz4JJEYiCaVGIp0ZaWL6xxBRw0ZYFZ50sV7orc1ZwPPPeZ/wHXf24Pz33Ga0qqwld9zR3xdRfdTSI3AeDYMaSTLAnpFuzW0ZGddQvoOapaltMKgCrhRS4AWMPcFc0mKQsMrmYH1hfugM7/tqTSOkg1+ZqzRlvVt9kAn3Fe/SYLCvEAaGTVEEyTUu2JRgkeoUSWYyyHQwasXFrDjmfmbKvpAWCuocwuP68mnNZkU5+QzuPoyo5ZHpEWx40BWUuPSQWWSYmxSd5e+3sCeJGrdqegRy7wgDY47nSQUD3OdYSdR0eceM0lefJjqvlNmOTWFAZMtnuQm4Dg5uHs/3HCzKYWWhPEp9rjZGCowMTBTGRVW7DAiHI/mvw/fRZMjjmANiw0di4OArS5c3jj+GLWND99A3gAIoM2QI9VK+PSNRukQEfelwcFNwTpLrXIWHcb0JX0hezmQRGoRTAMmqguvIaALsj8ShGUOuEdfQcaFfiyJqunXApLWEpCW4LMgaILZCm8AMZXq5ToNT0DS6n4kvFLL30n1tfvVeE4JTz2+/898N73SuTmt387cL/74YP/7TUiFHfKFxTUj0IL6DlioPrtCBsSY9HubADbdnaDnO3lKvCBqjmNqYApUVu41lR0mPSYjJlrUinrsZFBHOrgLzl5LchRzpuzqwloUTtrEvGaEpcBbYb7UoVlEpK+YZrRAV5t/95kYRNC2mdhyGbahIFfZoRVLBFlJVUhWHFpFNNNNf2i/dg7aiLpWiY1B3gt6B02SLge15iPa2ccber5DtRLZ2qv617tRn+X9mxpYtHQW2Fsa/hms5lqmzYiS71WWE2cdmNSU345nKW/q6lfji+PaW0131Vp6+R/17TDqMxbPf4gc2VzjDzcwcA4GWN+/lbLQfXJATqdqGp6s5hXnFtACC3oZbW7kKVEmKlQzZjI7VxofXl13tg5xXpigSwxACNpJGesVZ5K9Kbco43inERo6zcTQCDnHtEXGXk2ehMMnHZ8B9/y778ar331e/Cnf/zXCENC0Bzec869Nb7m/LsAv/RLwit+8Rfx6auuxaWvfg9wfFf8/JaOEY4wOLCAXks2eIHqfLbBZwNONcE6AbhOUJvJZtYMKkGbDV61Mu8E9wA7HaDFfKr+KwkuET8XRZtAMiGQs7ZdOYzV3cy5/vaOa6oDkFLWQBnVBLOWJktyBw98FgPhqdH23KTwkwPJIrdYJ47+tuhNNi+5AnLJzXOfCdBVWz6qj8XAj1A18ubd1fdHblvxqcyQVzA8KE4B0kvqGzSrHut22+fNx6zgznBmsXqjGsY/A0oFRK3x7lgDqW3BOax/yjmbncB6HdLcUxHA7DekEp6+iyKsabeU3FXUbVOAawBJ723NnVoIN9ySs0C2CYRTs2X93fZHExTir1vGnI0tLuOIHGgBFfAKEPKk74Gyj4gV9OT/nEONX5lEgFv+r/V1aWcDftNv84cL+JVgMUsTilEZjRSlv+vdvxh3vuhOyMdDWSuQGFKGTNfyiwMXTc/6yMza02LdG+8sA1923m1xv/vcCWee2MWNn99Tk2oCjRkP+b++HvjIR4Af+RHgnvcEdnfx0h9/hdwnCo+ARqM27/gAWkDPEbsB3Wp6LQA2gGfbimRHFQhzfeGFJxh4Ub1fw6h9G3zAhtP2iFON5AxhBvhIfXusa+xZ06hEarFpejmDOKo5lGRiZWjknwF4Ta6fWrGk4yrzEhBFBT6frmD5ea4KCzgXbYJc/qB96qRpJ4/vp7ZwdP2/YVDG3BQIDfBM0yuv9gDgAyrYEPEkD5LLWJnVFreZTUnfEwDkUK9Lqsk3oGVtmAfC8jqsjVYtiCYa2Vwgi7+OaYS+yQrCtd2QSD+4a1poX9D8VLustRs69l1Esd9v4NcA4QTkptbZOWvtQT69o4DdrKbn/w81hcOnehQtj+r7kXeoY4xcJ0/GA7lx43+HIFIC67IsZFYMx1ssMlIC8SYBXv47AjwqEJnga+XJTNMzzY8zHv0DD8L3vvA7JCl8vd7s6H9Kuv46fNvFX765/VN/ATzkIcDZZwOXXoqP/uFf4t2//UdAv2p4RJn7R6AF9Dy5qCm4SdEC3lTbk9nZRGaBmn1TwGwY9nSy+YEM26aMywAz1wGLpNpjQOt/Uc2tSVlweW7Kyy8AACAASURBVH6FitZl35bErAzTtDcVtefiJjzgtd+OgRUz2eS7RHxtaqN1eZg2VQGTD09/KxXGttHXrODEBUvl1jNg0FysBcUNgKSW4R2FmM1vWs+bBjw0ZdHYjbU5AQSAlYljQw27B7acsLF5i2Tj2qQ3qib8yTvwQ6yAt11Fj6PmgM27T3H2lGhmbJTr67g4in9v2ub2nMnYsnevY4vZCkdwA2TWl63Q5N+/H0Ok59o79Pem5vd0HnDhG1Tb7nhcMW/qfCM1FSIEPPoHHyKA97znAc961il3/6F04gTw9rcDP/dzUkvzILr73YG3vQ0f/5sb8MxHvAjDwKAes898FFpA7yi0hVds3f5PSI3p8Oi8tA1iOYhuQuDFLJEwWV8mapZpHTGs+JRu7froXyvxDGge5fjt+7ftOJVWHZH+Ca+59fGP+g6nc25G0z30HNcW5568aXP5JvbN3PsVAegIF7yJ99xawm2y/dE/8M34nv/+GODHfxz40R8FnvEM4Bu/8abd9CC69a2B7/ou4NGP3n4MEXD++fj4n38W/+1BP4HrbxxBx49vHncKfbKAnieLLjNtZuoLKcc4jVDPacLM2Z1fftdPowGVe3utCG1FHT8ovT/MBbFYrl2b6zXVqlByqZoZPjEhMvltpmFRK+W2TYcTTFWC5NIdZNfz5LVPAGUlCPdsXnMk7ROa6c/SCLSvSjRWfV/Nse6d6bskOKZzAOAcaN5k2q5NTc5vt9V9/rrlTU7OOSx6s4aG13OLefMoYOnH7ZY22Dk0M8an74gIzfVoesykDcVysOX5Dt1G9X/TGD04yhiRH2W8UL1nc/kyNiaXZndh9yxslhLXLGKLfNY5sWUMWFg/u/nJbNum732TzzT8Q+dNtbzYIHN947drMvqjnvxAfM/z/s8KeM97HvDMZ+LdH/oE9nIqQ9vX1g0jSzyAf2brHu00+93FgN3dHtffsA+6BsDOOcBZ59RguJmAt0+89F149QvegBuuuR7h2G7DK6h5no1unaUF9CZkA9Z3JteZMgFEP5A8o6m7tjID1P1TEKTJ8XUAW1oCKjh4wDOaA0CzoampkrI54KnuN8ez1bks+9zHPWppayMrOGnVrpnhTLrVjGIlkIjEIMf+GZvf9rzU9NF0km8TMEqUYGEU4uMit72YEA/TsMoPal6jN39u1cK2XrTek/11PWDNNmKegZZjCrMFZoFsSxs2BIS5a2MKeA5QuQKW73/aeA9bLBnT71OkOXfn9FI2VuV3k7DRMO+yjdx70MHejq36mcqURfDClvfpW0T2Trmc6wWWNloWG/26bV7M8RJriEWA3+WeXyKA99znNoD3P192GV5+xfsxHtdFbBMQ1oy4D3R7jP6GjLjOEgGuzSNGyTcuAWcB+M/f/QB8472+HP/l2S/FOOYSHVoWjB0ywjqB9gfQ3gDaX4Nv3AN/fs86E0Xgt/ZPhdpDaAE9R6TRblNwIqAkgZYtmVVLMWbsZppxeDbGQJvSqyv/1UhnrtoBZQcADsjI/U8p14HgfwN1xYXqFdc2suyDVj2JDuQKOMnHcmw8aHliFYNtmhKg0XraJ07Ts2R4jhYqbdVhtF0pyXN50N6o20mTPrP+r0yorspdtTwyLcxHNBYmIteoPpOZ2TPVtqa77TwNRjkqNVrdNo2ON4+fbcSkrRvanWeYG42f/D89btKWqYZnzNYvMbRNKJky4uY37PqVeZ4quVna/LadxYBTNpHzg7o2TI+3IW3BXaYdFmBCHfde4Ahcxx/g3o/r4yADk7lOBzvGf5A3+31DcJ78X76d/74IysYzcsbDvvtC4LrrgGc/G3j604FnPhMv/pm34lXv+mPgjFB5gg/esW322wLvUi195gNNXvyrV+CNb/0ABs7Cflj6n6nmNYt1SBkHkVSdihHgfS1Oz5Nv97xHoAX0HBXQQR3Y8g80W1tfYlD2butHASgOrKy/szKGsgwHoS64WH8337lKPbD8tpK8meuiq1rJpBRrngxe0WQM+PQ7kJwTXEoD61JGPnfHUgPK8j2WJuCcxv6RhdtXzcnycgoEoiSQUzbgY10cNki5CM0P4pRkLa/cy7ONsgQRtB8QbVUIaqqzB6tVnX1fc80ropozyVantACea6q30TYDow6FKTV+GBMaZg+cXrMywAPBrezbAohz17bz/LmeKdv9D9QSfVMnbfHHmECn/e6r70/BjHI9dra4OdrfTev8sDqIPCNG+0o9ePltZBv9+N4wz+t2tVyQG+MldzdZrljAdGWM7E3+c/2eg1yNGMkBX84EzkG+k4JelmISZL91nPtyf5jjL251k7LKSRZ+cvev+1I84FFfL2vVAcCFF+Kav7sWr3vN74PveLwp/ACgTbHS+V0ick3IVb5x2q128LQnfxP+35dfjquv+Tw+cdU/FLeGBOxxKcZBZQkxXV2mrAqjPIK5FLYQHsil4pOlcR1GC+g5ohEIqtXQyNXfZKDnf7u0A2JNEgWK5CdgJ0wgjFTD+EdyOS411yUMkM8o945rWUCRxgzaTyVvBWOS8l0pVaBLklMjko8umW7lyMrDyQOw1t2kGEB9h9xHcB+Q+qDVT4DcUankUAcvSij4tMadj9YEk1RvILklRQAjSgcWl2LOUgFiZyVtTgn55EmwrphuodO0Dggl6lSeI5ZUEZtkuvI8oVSVIZIyalkFECvdRIySNyY+TqoFCeRhDh4kM6DhzyMTiA6lifQAaKFyB0YzYNi0YW6f3z5jsqyJ5Vs0OXesvxdN96MCF9gJIUWAM8Gv9ncBuDQDdr6WwuSZTlXbq+MUFQCpGTKttjcFRN1YAM8dQ8R1Za+J1gWzijAq74CMT/KuhLnnMVDUKM1c/PWS/sEpAGMAEikPIdBAyi+AMChfUT4SB0YY7dv4CSMOGWFIoCEB6wE0jLjrPc7Fc1/xZOB//28JKnnwg4GLL8Ybnvcm5C4gd5BPL99EKsBkRkqE0FN5r6WvuILh7uk7uMPtzsCJM3eRPnd98d/Ju6r8gimAScsIWxoVS4oTVj1oXIGHEXl/H6HvQOsBWPUI64TQB4QjDpQF9BzRqIupomJH2ceaskaAaXKsjL1hJjoZWq0DBfTCiLaMzyiDM2iprjBoya7EIBugSQfpmGp+mwIfJ03sVvAzh7SYL4GpeVPAREoSEe9qaa8ZwOsc2BFqRYc5pcIxRspcQEdWQpaV2JEBdCoxMCOMEdR38kx9DwwjQKHU/IMuYolR63WmLNJtkVJVWQ0y8TlK3/psjuyZlknmhoy20Kxn8MYBPfBs9fXN/E91hY3NTtpyqmf0XpWeAZn5dhxwHxuXzT3mzqnXpJljZ8HImeyLOS1BNRCnbUyOMTPbhqaX23tsmDe9pjfXf3DbzU3hwKxdM9Hhj3a5TevmOv67fLQ/A4t5DpD6kgQxX9qFfSBaUIHmkFUWxB8OcFORRQYyj9QCXlP/klqtrpQG0/1aPzMMuZYCHFR4Xg/4Ty94DHbf/wfAwx4GPOABwOtfj3e99Y/xxkveCf7Kc6T0X0dF2wMBnCD1gSMrvwAC1fQIyozjp+9inRP+9trr8fhn/6p0VlkKVB4waMpxMK2ZA3KGrCDTBWCMIhz3PbAawcbj1oO0fxiBsZNnWzS9UydyEUghSRRVmQgM1CK6XCeBDeDsJmnWyV9+1/9LkdakElpTxw7VpDnm5lM0PDVt8jg6bU9WKqirpteE7+p7VNIyQ6TLDrEb0F7Dy2V16Ap2JU9u2m82l7WPiATEQYQMRlCzIrOrJ9oH8BDrCs59JyCYktT+68byvDRGUJQaoSGSrCyvq6QHq0qRuKwAXwAvtCHgxCQ1EtWkSBFFKm2BitrfB5kCp6c53GroINCbaFWz521oPwdoakYFSGgTzGj+nCbYxG+b3kOnQAE0G/M2jvPkejChCNUEyu3503s1Tzht85b2N2DnwMwrAY2Z3v1uQHIOCMucl/7P4NrOcqPJ9efaPgd6XrZiFPBk1ZiRxKQJ6+ORap+P0CjKlr+EUQXpwk+qmwQ6t259mxP4srt9MfDknwDucAfg9a/Hx/707/D873spcuylpqXW8rRvZJQ6wbadMtX6+jr3XvCM/4DPXncjnvlzv1kiwOUd14c3ARkswMcMKS6fCJwCqAtAirLCe9epG2QNDIMKyKoUpChuoSPQAnqOymQlASREKgOamavpI1OtxJBNe2DHBKhdTmcUbaQyBxucXL7FxGnanpo21a+FoQIAxhGs38WsqfZtv8oCF/OIcRMXLKKARylr8WZC7qn+LoOZKtg58+Z0QjMqA+Og0htqUm1lFGJupCwDGl0AnLZHXYe8XouWtx5kkGvhaQpq5oyEnALCYCWZVCMd9d4F8FSogAov0fiKopy+J9Ygg2r22sJJ7ZeZIokb4GELY70peY8TUNnwoW1hkHrj2UtuBGPNgNnG8f76dt7sPXWf09Yoqwnf+fTKfqdRF43Qa3rQ83ww2La2HYFqYQeqIGgCgAcze+0O7DaAzzNy26fPElSIEpM6iV3O3r8PRiHUmIBtZKZt5S9NNLH5S4tgTAXkCtCVb1b3iRR+L1qeAZ6ZNlPCrW99DC987Q8An/oUcOmlwJ3uBOzu4kXf/zKMTKBS8B310wFI8s1JzZ6d+tBdtDcz8OLXvwvX762r1ch2O9APKjXk8jKkbykF8eX3Uaw9Jhx3HVgL1dN6AHaTaq0ZIXr1ejstoOcojK6KV1elT5NcjLsbAPj8M04qxQAo9m12podRxrTZ3L393Xx5Eq6rJs19fZlqd8cgKxHIMjxjefEF5FJCiW6wVIBAkJmIAoKcFDhDRMgZeRWQV4TUe8Cjoun5os2lJFh5UDSMWSJOgRwUdIwRGiDA2d0ZMlBzBpIErtDuDoKabHm9Fgd21wFdRCDS6xJCzGAKNRiVAFs7LLNvnOJbFr9IziwmKUvJ0HY2ZtsjJM+TSuINMy4m5ClaTPppjmY0vYPC9zdAYO7a3vyox9C2YyfXmUZSNuDk2tlGBVYwq349a7B+W5Rd0fa4XKcxb24BvanGtvUxyvustSo3g7B0LDtQm/s93eYFQAFTUkBlzQhSkPLCj492tGeckglwBnzO/0cKeOK3owpy0/iAwf0eIUL0moWnrJOkAgxiErzNGcfwwl97Es7bHYALL1SUejH+7IOfxF//1TWg1Qq86kUY7sWfxx2Qe1YhpmqaubOoasbpx3fwkPPvjldd+j784Z9fJX3VtUKzz0G2ur5BfZ5VqAjiKmEg5AweevHtJVmhJQ8jeH8ftL+SIJc+NkW+D6IF9ByFQS2BJL8tUskkRXnXYkITpslVi7FBblJgoir16iAVRi+fWUfzwGVgNoC3vy7aHevaczyqfRsQgLNCsZb/BqAUk9WUgqINWhV1Eg0v9c7E6ZbpydHAxA3aOUxQpmiJuWJqVOanJlI0zhiJ4KRV1CRUaRuNKwH0/X15zvVaTRoBVjIpWKkkkusALSiH8hLkXrlz78SCAnQZGFJAbNbTA7Y+o6fpIVVjoPnzt9E2oAFacJlry5Y53mhnHrDm7jF7fZoFvuZYf22vwTnAMzC0IsV1bnCTdgKgmjtRr3dUkJuSBzpy3/WBUcEF7X6mWuZtTgMkD3zRPRMIOTICyTywVVWAGcHK96FNDeUpsioLt8fmatIsMQEjtSA31IC4OEgR6DCYBSmLz2tIoP0RZ562wgtf+SSct6OAlzNw2WX4m3QMP/a4/4kcO/BOD/SdgF6nLo9elz8L8r5yAkgDXEzbv9c9vhSP/5avx9ve9zH87eeu3xSagca8adcywAum8GYgrYI+fwfaEe2UVj2QVTher8H7a7ESDQlh8emdOlFCWThVfHqy3QJW9N0UDYhc0EKxIhoTKEWXnd+umCS8yYHROprNBDEWRy2PCRjWYNX2eBj1ZqrNWaFYAzkLWPG+PDN3mnkzJaCLbeBKs0Ydav6eaXxeaoZ7XqBGRjLEr5cg5k0VFjKrzUOPy31AGMVZTZ2EJaPrNEprlPXB1gNoNYr5M4y6BEoowSxhyADp0kNaTNfeEakWF6AADnkfkhskTKm8RwZKyemjAJZnVqUj9LuYgN3OQ/yB23xmTXNm9m2cP21jA3gzQDZ3DjALeHPRm3Zso+mpT8k0uRK9CXecB0XUbXI93nj2m6TpoQogs+N2AmgFJFUlbvahgmGzYgS7sQURqjKxGFe8KXMiWM2Oh1zz1OCDoay/vL/UwM/8eKMKmiVIrvKVlqcIcHzHDzwE590qAPe5sAG8pz/yZ/DZfzgJrHpZ3qtX/tBBtLwIcMeAaXeJyhJotALyyPid938M7/7YX+HzN+y7dS2r4AxU4bg+YFWOM1SD7IW/Zg3e4VgD3zB2QN+D1+rXGwZg6IWPHIEW0HNECcUKkUeYZVD4W6iTwwZisdWrpAagBq84U46ZIMAe8FC+w6CDM2XQUBdPxDCCh0EAbz2IZqcrE1Cs+W0F6KJxeie6UkBTtscAL0Zw32lkFjYAL/uVykN91rn4iQb4vEkrE5C4Ao6P8hzVF9AFtdtLIAsNAnzIGXk9iJmz6yS/cBjFt9fZMwawRrzWBYCVYWj4d2FIgBWjkeeKpG1im3dt0AK733D/HziADED9idj4bw4rp1rYNpDZ0LimNDWRem1qG+jN3fco27yW53zVfq21DY1w6u8rydIz93LvwWt+c0KXf3Sbm0S2vpsw3nJaAbj6G5gBQn+sXSujBneppmdjC4CY4dGutFGWWPImS7RUtCBCtSDZsfkAwCtBKyg+POMpFrwShlRiAzrOeOh/vJ+sQv4XfwH82Z8h3/GOePo9fhif/eyNwO4OuO/0E2u6QseFN1iUsvGM3RM9XvLER+GVb38/3vLej+C69T7QKdj5eAD3TGV6kZo3wRX41LVEHYFSAPcsgW9J+cQokZx0kmpAyzCK//8ItICeozAyLM0qjBp+DjRSijf1mdlzbiI2Zh7V7sy8GdUU0Zgg1O5e8mf2B2AYgPUA3hNzn/nlaLWSFcatookBnzdvmuZn5FIYOGVQTmK+UEd07lH8ed68OWfanD4rAw1zKqbNDI2gdAdATaArgFJASIycGSFH8KB5e5psT+Mo2l6/LkyLSYAyeK5CBB58uyxnT14MZ8X9jGKSEublJmZhgoegW/XGz3JfC6I4iDb2T4FsatacNmkbOE6P4c1rHHi8v+YRNL1ayAHFT2fBWdvMm8X8PTVnqlY497w3XdMDip/I3s8EzOrvql1Nj2nAkSCLPAfUlcr12cSnp2Z0N/VI4wDKkJ15hibiNJObLSgR4GGgRlgmE5hLfIDjKevc5OTRekDHGU//6ceK2+BVrwJOOw34ki/BL7/gN/DZa27YBDzV9LJqetwzuGNNktd3lgg3jAPe9xd/g49ffY1EXppwoiZgLzSX59cHDMpDQVTXtzQ3SRGSAkIfhW+NXeENtLMDXg+AmjjRHUUyXUCvobgGoqYjSM24OlFYzZlz5j47BnCT26I31dxQpLPB+fH2xY8X95MMzr0RtL8G7YmtGsMavLePvL8PkCSTU6eh/WoOLABXND793z5GrjSZFXNNOz3SyhzVE1+ez8nxoDf3vEBlshklKb1I/wHFWC/XUaaeCamUeABoNwNci84CQL7hRuSTewhZSzm7smXBPRdT1GvaOyBkZaYG5uSeq4lIbRjgYZClz2r5WkbelIbaT805W+hA8+Y24Js7f3K/jUCWbZreXDsOAMHNd85urKs53xYRdrJBY/2wijmo17BjNkHP3nG7isc2KpqYNpan7wZwIEZ67apdzc1rA0YOEJNeABDq2ALLdvtuFjSdVjOaewQDVLI2l+ZXTc8FqZQIzXV1mcS1AF40wNtPCHsjaG9Al0Y8/UWPxfnfdHdJQP/d3wXe+Eac3B/x9jd9QABvZwXe6cArKVqRdyLSSpPSe1bQyxJBjYAzVru449m3wsf+8jP4H5deIe9upc/Cjk+WGAjUd2xdoXyCExBGe2/czi8OoDEWqSJowroJxRhEMaBuid48ZYoDI2puXlSNB6iTIOu+xkbtXzAmoKcTOzjzpkliZYDuJ9A6y+BcDxXw9gXseL0GdX0BPPSar9J1wvzdoqvsF2AFKgD6nD3N46PM4J0oA3pVTZw1gEV+1wVaeda86Z+5SvIuIT+qj0eZRjDmwgTKZnqN2med5PdZ4A1nhJSQ9/brAhFADdRhRmApERFJREmf/0UsWiwyxEeYIfk/E+DbeK453DuKEDllrKdAc4B0mKZ3mNZ2VPPmbKAMowWYGRBu3nvxXVfTZvXpyRi0400bbO7RaH68JZDlaJI8q2m7AI0BX3lgN3dRQVHOxeQ3ud9cmLf5kW1sgR2/0PFVNNSJgLwN9IpWaSBp/Z2rwBwG7ecStGIBLKLlxX0Vovc1Anw9Igwjnv7Tj8X5D1LA+53fAd74Ruyd/wD82OP/F/7+M9dXwNvpkfuAvIoS2a2Al3uA+yzaVJZI1f9yn2/EBXf8Unzz//NyZOSS7lXNwC3woU7b+tjFIiTHhFE7A05aYoBSAGUJfGPuxQc6jAjHBg1o2Rd/4xFoAT1HNAIhq6bXcZPbw8ENfg2CaCeIai/qowg2qVO1tcvAFcAjNWnSkBHWYzFBYBgABTtLIqdVD1qtXN6alOrizsya1IIfkTrONzU9UlDhlEWa66mUGPL19eQ3twMX9Xk37POGZRmySnSiYuZs/WoyoEv0lznoOxITxk4GZTVh5B3J2Rs0J3G9FpOu+fj0nfiIzqzSR2FYLLU6s5o4OSr4lZqiaEHvKKDFKPOyDh7dFdr/m3MOuh4mDP4gTW8bOE6uuanp8YHt2AA0f78tmp4PZPF5pwZ6QO3b6uvjzZSFxO6ak0bav9M+30KWvlLuHagAYTmmAKLcoAG+OVM+oQW8wFrvldRzYPxCzemNpgdX3mzLM1Btk606X3YV86YLhPNpCebHW2tsgEZqhvUIrAec/01fhfO/5Z7AIx7hAO8i/Oh3/gI++IefBK96MWmuugp4nebu9qQ+NQG80CdwCuDMeMHvvwO/8v73YwgJoaMJv5TnNl+7Cc0AKkOAzt2MpoqSjDcSYNPUCO4IeRVAKcpYGTuJ5Fz1EtWekvDOI9ACeo6sggEICD0XoIO9NLTmTR/YYrU3W01PJbRRIzTZBmwNI7ZQYqyHErjC63Xx4YXdHdDuTtXuOglgYSvYTAQOoYLcIaAn5oQMhCADvDiqJ4AXWZ3WcM/cMrHyvNA+YNKV3WUHm0/P2fID5LicWZNarZ8C8sigFMGm7eUM7OyAUi5+TezvF7NuaUYICLqEibSv5vCBCbYKvOXui1TJjoHVrjpMU9vmXyqM/WgBZC1NgO1QP9wBAFjbyS14TUFwWxvQHndQYIs3YZaCxo1fj1F9elzA08rseYArqStAqwpge59vozJvgwqjRdPjFsycIDtNQpcbT0BPwbCpVmSrfAA1yGPi05sGgc09g9233N8BpE978oAXHeBZbU3J85V6vRhEYPzWJ10M/NVfAW96E/BLvwQ86EF49iN+Gn/8gb8WDc/78ArghSoQRwBRAO/M3R0852sfhOe+53Jcfd2N+PjnPototTd9EBsbP+HSb+X5LdUDQCYuKQulbKCOqWzm8CTuF0oE6kXjC2MGW3myToL8eH//8MGBBfQaCgOL74hkULFLNLZcMzNv+hdZIgKBygQa86b69JhLpGYYuebjaYoCrwfwekBeD5KEvepFy+t7LcNjYCdVSqyy+SboQaXbysHJmzi1DmDuazjyFOxaB7TT+ORi5bq+7qas7qDaGxQAdNUFdjwNDCBb2DNAnUrMTTRnltJkGqllmh4PI2jQwBYVDykEUCTpM5jEHNo2attgDClMwM9Fzx1INiQmWkdhmjcB9DaApQAOt9unx8/sa46ZgtdUg/O0BfRKO2ZBr34XLS65VUJ8yoKZN7PWlp2AnAFk89xGphEGqqk3B1E0XwNAZIWjKxACFQz9b29elO0zYFgYump7OrZsjJsbxKcLWarDUQJZfPpE6evsrEWuSL2P/jZBukl5GkY87Nvvgy+/+3nA858vF7zHPfDBd30Mf/z7fwk+cQxQwONScF4Ar5Qn7CBmw44RIuPWx3p8xRm3xW1P7ODq62+QwJZI8j0BPa/pVcUBbcqCabbEJTiNs0VwinAsCfAAGfDlAOqDuHpWvaQrjKNYx45AC+g5insJMaUCINWnJ5MirahIfEX7cVINUBlG8KCng5IYTXWEsKcLJa4H8Mk98I03It94o0RnrlagnZUA3u6OgF0XZV0pKxAdhOlzMPCjKt0CaGwkQJWsk7Ql7QZxVK9cSHLR9lTTsxUIvHlielGgRLAREzgxalkqkuKxEVI303yFBIxFc5b+rZIiNcvskW5DjOCTJ5GvvwFWeJt0Xa2gqMqjOL1TFvANOnmDVpkJPqLMmThL2adtoMf1XW+lCcM6KhUGkLds3wZ6BwGe7vfAeSo+PRNiDrqn+E9VY7OALSsIniuwcdQAlCzXlDyy3N4jsWsroxRKP0LgygYFM3FTIwyWx5sKhYSy3/vxpnOplDXrqPCHMrYSSg1KUtdA49NzJtO591kETNh8qMdK4fYaoVlSE6ziyiCBK7TOiCcH0I37oP01Hvbt98GTnvetwE/+JPAjPwI861nAPe+JX3/CS8AnjoGP72z48NKqanhpRcIfdjLOOK0DrQb8/fgZfOs7/z/s73egnU7r3Etfbvj0TMtT4bI+kxtX5v8fCZxZ+84rFTLpyId/lkA4Rsi7Ms5SBvZvONLwWEDPURwkcAIAQgxVajdgQTuA55zeJrEGNd80iee5TU0wwMPevvjx9vdBXY+wsyNJ2vptNvcCdgp4ZR0859OqE1rb7oI+AGFMolkJiOeVRmaZGSMo+HVcgY7ct2foHgRMi8osOXBJwIUSgKC+PNL6fIMeb6ZNHbNFimMAHKuvJ+V625zFae2kOpPORaHoIqFWDwAAIABJREFUajU2DuLjkzhykFWKT05SL6BH2AZ4B5rVDAxRx8PWYJ/JNct2njnmH6ntbVzXBZLIxoPPmw1i8aBsx9jxbvVrsnUQ9RgelUkZ0Ok6aAXcMkR4AVBs0FM6Kgi6CGYqQObAD9jcbueRmzfBHeNBMYi2wYHAnQh2VvWnRGxbQrY13fiF8eyZIMM2zYKbY828aVWcDPDKEmRr0fAkGE4C4hrAe8YzBPCe8xxc8oI348rLPwoc2xEfXglYUcBbWYUmKH9goGe89MJH4+r9a/GcD70KQwplnb+xlxUgsgaRSaP11ZpLZAP03INrLJvUyhVhNyvIZSdIp1LFx1wiAtQ0dMBODxp3QPsrXcbsYFpAzxGts1RBCUBYC7jIDvMJhGruM03QmTtEIqlgZyYeM2mCnUlzPdYSY4OYNQEU52wBvL6TqCrV8LKaIIqmR3CVU2yCSrPbde9E2pbFXAEwaw4Oax4OFw0P9h24aHoIXGvbzWiQ3neGpJqTVqJgtb5m0jXuIG3IWnWBLNgkATkRkENhpFh1CDnLMbyDsn6gN2dQAAUtVQZ5tsLPGCCtOBNYAc/VAiza3qlqenOgMRGEjkxzoIKjaHrzADAbkOJBanr8lAnPHTsDzJZaQvquShX/rD47W9U6UgU3Zl0cOLcAZ//bdf8Rmh5HpxFQNYPXhlOr/U0Akd32WkRZzaRBmD0T5DvKSyeWMWaRyXOa3lwZLutbr915rc/7S33gygbgaTAc1gMe9th7zwPe89+M17zkHeLHmwCeBa0Y4JlpM3cAuoyf+8jlGMK1WMWEGDJyDvoh5CEArOZNG//ZeAhaoRlopEK2eaTnCcsgMREzofg0e+ENlIC0Er6RVxFh6ECDLE1GOzvAEZS9BfQchTEhrGVwhj7WlQqoanoFZIIw0BrN6CRyRmvm0VUTkLW25lqKRmM9CODt7cuq4V2nZk0HeKsevOrU3q62dtVCuTMQrhJpYxbwzJel8cQ1eVgiswTwcg9ZZ8/ALsqHHOAZ6G1cFoAFisgEDiWBtdT4RI3eDGBkXWeQE/Q3I49AKk5xqiHKKQK5V3DU+pzKMHm9FkYVxKfHmu4QyNrD4BhkkpiwYOHULnVhI1pvCx0WyMINc/UddPg1C9OfgN1BgSxb89aUWTQao9f0trVB29H8nyf/T65JxUfHMs4N1NRkyZEq4GnhATFNc7lfKZ5ggNc8S52HRwFBMrv4TM5qncfUAJqvYjQFPn+8FEdQP1Z2Y8ssCkAJ1y/NLwKp4xEbjd5SHFvfo5g3J/U0R5d8vi/R3w9/7L3xpB975Dzg/eLlNVJT/Xge8Gokt3wfv9UuHn6vu+Bln74S77/2z3DGsT0c60asc0TqRyQmpKQ+QBV8C2lQDxzwFaHZeIX1fSb37DL/0aOMV4mLICl2ncUfmJNEc+Z1AK068ev1/aFjA1hAr6FwUus8Qv1PvpZbkKghJhSTYglw4TrIq09PJ33mGqHJLBrevlVa2RNfntbSpNOOg44fA3ZW4B0FO5PIetXwYl0CqKlrVwCvTYRtmLOaCkjzitIKSCsulRYasIviuJblgWTAhiC/p2TBLMK7pPCuVJ8nAb8kwTY5eNMPl0kiX6Q+n9Lh2p8CeMGCVkiAOwQqEZ355J6YNjNLRZeU5ZM7qfQSg6zNFYOsxaemqWrirAIN4N5lbn8fRqyTe7qyvDwH67PS7PYm+g2+HybAtkX7q8f6a9TgkbJvTtOb0TyKD06vs3H9Eh2q2l5mXafNAC8X7Y1CgJkyybYn0/Tkm5OZN52Zcw7kputDGnBuaHKhjBcAEvwFVP9wATX320ycVrJsst2ux4METnEXShQ0ZQbFAOKgviwqfe0LPTT967vcBc/4Ag4S5CNCdFkxQdfHa1ZOWA94+Ld9wxbA+w285iXvBO/ulFy8tNth3DU/HpWqTKVYRUf4xnt8Kf7Tfe+D333bH2FcXYfj/Rq7ccCOBjtkJtH2UpRF5JMK2mrlIRWgTWB2j1+fOymfGNVylQi58cGqIJLtt6qFHKTW6G6nvr0VsN7BUWgBPU/rAbSGdHjfgUbnEI9ZgiVIAceCRxRUCuNkq06Ri4mnFHvNLD48jdLkk3vIe/ugGBGO7UpqwqoH74r5gTWEOO1E1fD03p1UjCkgZ+YQQisxzahkZkqUKuYE7jO4Z6DLDdiFIOtTEUF+By7LAgXHWbMBFwT8WO3vKVEx/+Sk5leE0qbs8nB8xGtyhXopByRGYb4W3UVZfXwUJIl/b78CH2cQ71QzZ5Ki1pxMU66Ty/yiZh6Wix+i6m3TOoom4Tp7/gJbN23V+CY+rqNFb3LLXC2IZFvTJsDaRPtu3FP/seATC47SRY1JFzouwBZD1eCY6wLI3rxpa0MCVeub3u+o5k4DuOLrDhUUC5DVbdSAYNjUAO23fTRdiEYZTyEHcI6gKP1h87TQSNt9WkYmLBXQc8KQBglJWoLm9g5Z/XdiNXrQI75mHvD++2+ISdMAb9Uh7Xg/Hm0ErlAfkCPjNz/0UVw6/DnG21yLL+pGnNbvYzcOWOcO2eZ6JoxjwIiuBP4ZNlEQ3kEqLAcXvVleNQW5VmCZoyOBKTQxXcTi+pBSd1QEgbRDCKOALo0deGd1+NjAAnoN0TCANb+R9juJmISOVe8nyLW+pZhuuOwvku8E9DCMomFpaoIloFOgmmRZglZiAbys0VQlhFgrQRjoeXPmtgCbTU1Pfls9PXQZ1LGsTq6AFyMjxiyDFkAMGfEQTU+qmwUd4BJunJIwHYtIN99ozqiJveas70lrcTqfn8vNYYYwxFVf/D7EsiafFad2smD9bQUS1ccqJk6V3COVGqvTXC4fpLLJqKYbuPa91zqM5jQSt302TWDmVg2IzdFUK3O+OfIg42jTfMqlvzbbwvV7zmQ5pqrlKZBRUp+P+mPtWG40vdT0R4lu4PZBObOuE1n/B9Bsa4qum6kz1mLEjY9PV+nQHZtgaNttBROikufKXYRUFYql7URA4KA1eZXJTwQrr32X54gEAhchdiNPb1TAs/U2x8pXYkp44o8+AnjJS1rA+4k34jUvvhx8bKcmn6/ErGlBK60fDzh2YoVf+P5H4eW/94f47T/9GK5NJ3GbbsSxbsBuHHAsDugpY8wBQ4zY7yL2uwzmhJxk7oMYnANCVGFZhWbjHcz1XaUg8z0hIpM4QZglsK6sg9lzWSneeEXqZWml3ItPkVbCM49CC+h5GhOwzjLoU6qTndRXZJJelklQwnSVmQKozCCl6szXnBlkrqsmWPL5SkuM9RahqYBnuTLRAd7GIq9VMtzwB9hvGOOvzbOIsNyhmDSp0wEaM6J+upBBxIiBFfSEAc0okEXyy0G0q5GC8ghCSgBYnNPCI1mqsI9UCtjmDghR22SAmNDk5oClMDUNUTRxZmF6Vpx6VDNxIFmKRANbmFnNpNDOEpMbG+BZtB94S1qGI+PBAS3wWPRdICAxttLcPg9K/h5TjQ/tdn/ulIrw5bVHb7KcOx6TY11bZoHPNDkzWxqgjaOYK7NYNziGqtVxFnN+AT1lhAZ6Dc1tq0C3fVuSUx2wQa9PRNJlBmL6u+bxKfABxZpTrmHmUu5kzjCDObrIYojZnZ3lBwAFNfdvC2QBShAIE5dFjuVYlKWCLDbAAx4NI772fnfC7vEd4C1vAe5/f+A5z8EbfuFteM3Pvw3Y3am5eBoXYK6SPLOyyo15xAc/+bf4y2s+K1geGX3MWIURxxT01sTYzSPW3Yid1GEvJhFUdbARARwSQlDBmcRKFJR/mEWo9I/1SwpI0OGVg8QaKC+w8ogUIa6JkV2x/CCBhwvonTrxegSPytjXQ5UOSZguF0mPNKqRKpO0cgIWsZZkwhfpd9Rlgcy0OYxSUqvvgX6lpcViqYzAUSI1pWrKFPQwyTEDNta7K5peO9HMTyWlfSBJpwp4sasDtY+pAbuoA9cGtpk4i3mTCZkJiaW+JiVGJgE/QKW2DvCSXO7E1OqBT8qSsU5CcWDben9kJso+apmyDEpRE1QlqR/jCKwDiJxkDgW+zDq79f1lquBn5uA5PjtnVrPjTBtMelyJAp1odHNmOb3ubDTmBhC258+aG6f384B1COg19/Kg5+89A4wl0jJnYJSoWpj5MrNqejpG1KRpS2Sx1+pKI0KrtbntRfs7iDhrLcwsgWYAgFSuW57AruO1vAkQyuaJVqgATinI0l6shdCJUKO1uFqG7B7EEsUKzAo+tq8kypu2WfylNTagAN6YcJd/98X4kV/4LuAd7wDe+lbgO78TIMIrfuotsuacCtEW+Z37gBzNpGkf4MTpO/iiL7oVPvqZz+D5v/0OAcQVQF3GKibsxhE7YcTxsEZExn7osAojduKILmYkTsjZ+kyS9oPxDbUSTXkGIICeVEAeoYCoAXWW/pQjxBKV1LWjBS2ELyiv6J0J+xBaQM/Teh98cpTBvepF9QBQqn6Ycz3I4C+aH7tBbmY379cYJEoTmUuOGaeEcNppkoC+sxI/3m4v5odVQLLIqhWJ721Dy0MtE+bzzBzo+WAqcmqfVdDIHRD6hNhldH0q2l0XM7qY0AeR0mLI6KhqenM+vaLpgTCkiBgCUg7ocsCaooDlIA5vcS/JOlk5A01ocpa2CqO2nBxBdbltV7Vqjagj7fcASGDL3r6mK0j/Uxe1hFsG5yyBFVGCEBDFVFV46T/ap3e0iedpA/QO0rL8/ulvT970aMfNRUZuuSblyT3m7mnXSwms5kzYIscpibbHWdJtDIgyC9cKsYIb9bIWJNACj5GZKNWseBhRMZXmqk0qsFagHZpnYjNtQk2lXtuDgZ+0jXpNIQpRa0HqPDd3SMfg6IHcCkdQ7bcpabI8kR4/MYWKaXNsNLy7/Ltz8bxXPBG7770SePCDgfveF/ipn8LbXnslTo4sq59reoL48dRdsuOiNXtxI/zAI++Pr//K8/DQn305clChtGeEPuNYN+BEt8atuj0cD2v0ISEhIIMw5ohjvfiEkvpiDfRiYHQxFYE5Ok3P+MagfGJMAURR/X4dtHSxxgpINHhW/mDR3WnFCCMh7QTJB14tmt4pU95f14oKJ/dah7hKdQBEwrOCx9MIL8s3UtDjURmBFpC2KLVw7Bhod7cAHlY98k6HvKMD1OfNmFTmTBE+x6xNVWi/CxmvzjaRJDE99gl9n9DFjFUnOThdyNjpxgJ0XcjoKBUzBbCp6WUdyCNH9CFhyFHs/ikihoz9oRNpbmSMFAX4MtX5z6rlsbZPE3hSNi27MgrKXWOFJDhgWK+B9YB88qTk92UGZ1lxuYBfATz5JqthehjgzRCxi9ac5HU1dFAAxoyfjqYAOKd5HXRtB1RFG5uC15S8Rtfcz0VUAi7gRMHEgG8QEzMPY9XeKADjPsxfRoGAfqdd/JioWlX8nCqdYbbjI2h6QDGrAgBxLhonLADKnsVAsXl2BWak+gzuHVOMsmhptHKAHdAlTQXS4JwUa9oERFAtMQDmE5wQh6BFFlBBEvruNEiI9tVNMoy4y1cL4J34w9+vgPemN+E9V/wZfvaHX1sAL6+Ep0hAXE0+l8jtGq35okuvwNnvPR1DZFlVQYvQ933CiX4ft+pO4vS4h9PiHvazpAaMOWLoI06O8n9SXiAzF4gmMIeMSHlW0xtyRMoBQwyII2MsGnaELkEq9XKT5u6agLyCpDitbEUXAu0soHfKRDEgBFmyJ+/ty7p1UAuWn5QpV/t+jMIUbL9NpjHJ5EtJa2qutcxOLLl4PoAll2jNUCqcJwd87Vp3hGmO2dTECbSaHiBgYj49sJgX+z5h1SX0XUKv2p18J6xCQhcE7DrK6IJIbVNKBfgCRk5Yp4guiLO7CxlDMuGBQbru3ZAJ3BOYJXqLzGGdCKQ5OpaUmky603huM1MWtsKSv9c8LktwizEj6jswd8L4dFkmygJ6XMwyWwDL3uu2cVN+0DzT9tfYBoZTLWzL7w0N7KB2TrU7M0MedA6woR1ttBOQfQ5MSsEACzShvob4p9jMlwIYJY8uVE3PmxePotm50P5CWQKXvM+QsrNbu2cjewagCKwGSnOACEDAfRiFP+QM4iw8ohM/MjNLu03ocEuAkbV10ucGkhIp7lIt2IGe5vbe5avPxfN+7cmbgPfOj+MnnngJhk6D4vqoy4cF4SsraoTpE7fawTMe8wD85Fveic/s3Yhrr7kGeWXFKgDuGX0/4ng34LRuH6fFPZwI++gpYeCIvW4f+7nDsU40vXWORTAec8AqpA2hWbqzzoF17jDmAEqdFr6J1WqkH84CxNB8XliuXk/Io+T35p6A/ggCEb7AoPf85z8fb3jDG/CRj3wEx44dw33ve1+88IUvxJ3vfOdyzOMe9zi8/OUvb877hm/4Blx55ZXl//39fTztaU/DK1/5Spw8eRIXX3wxfv7nfx7nnnvuKbVHViPf0UG+X5zfgDOLEJVJy4HEfwGIZicHykC1BOphAKdczqe+K8nnmCaKrpxJc2JzL2kKXtObroKA+r+vzCLtUvA2nx6Lz6yLGX2XsNuNFexiwiqMOlgz+pDQUUagXEAvqOposnNiUtAL6ChjnTNGCjIJJtEWsspCkhydREDHZZkh7pUva8FZceK7lZQTSl5UZnWpZsDWCPSSPO/tV99RSkAvgMcpVW09xqLp2fs9lAy85sybU+btz9lCTRDU9Pg5n95B5k4ji4qc08q20QTQ6uUnYOlAYgqQZP1p4OaOl35WAIhOGwqhgtuspucA4CjvJ1dAq77M2Dy7b3cBosnzkx1n11R/JKGOKfsmQNIWAFDqJj49LdYwB9D+GdVcj+mxlgZigPfKp8wC3vO+56UYQ6yrJqxs5YQw8eGJb+xWZxzDV37xWbjNmcdx9d/fqPl5KP527hh9TDgWBxwPa5weTuJEWGOPewwxYuCI/a7D57sdZBBiru6PPhC6IAEwXmgGRDg24Asklp8S7KKmUdZHHzUtQvz+LFVZOvnOPZAHjeQcITVRj0BfUNB7xzvegac85Sm4173uhXEc8cxnPhMPfOAD8eEPfxgnTpwoxz3oQQ/CJZdcUv5frdp8jKc+9al485vfjFe96lW47W1vix/6oR/CQx/6ULzvfe9DjEdTeQGoqUKuHdbrJmFWnPBiXuEwNuYZwGz+pFFrWRz6mct5tFoJQ9jZkQTqXtMTdmoosRV79SbNpDZ3njVvYl7LK8DnGaWZS1C0KO4ZO/2I3W7ETqdOacpYxRG7GprchVS+I/KB5s2EICaPENDnDkOO6HLGmuowq2HLQM5BBjT//+y9d7R2V1Uv/Jtr7eecNw1CgEhQzLWAgtErBkEIIgGEiygKSLERFEQhYkEUwYvKpcqQolGRIB1RkN4kNGOhyGcsFJGiBilJKEnekPKe8+y95v1jljXX2vs55yR+31DH964xnrP32X2vvdb8zT4BlCQDWjk5wEBOt0HUGqbPR0nIMJ8UBpVVE6oA6RK3n/I0ie1lNTnQuV3GQO8A9qJZi9IIEWg0SaWbgEt2HGuLKswNKsWla/EG6W2TVLbfc0S1X7xfuA8HoAMg0poWOqaVOGW5FGfHqUetSHnBPEA0Sx3WtOsCevuodpvt4ZxeuqOg4pRQJBtLYqqwsZX0/exaUb3p772PTc/fPfSHB/Or08pGwHvY8zEmCTyPNKXPuDKtCMdcbxtXpwmfOnwY9/ndl2PKEGZzVW15rKB3aDXiOJfyBPhWLNlYdtIKx+cdHJclHeCoGpNEjMI0Y5pXaXLm2NpQMsaSMaiUOFCpNKUkME8yfDUhtQxl1QyphEcTYxoJtPXfAPTe9ra3Nf+/6EUvwsknn4wLLrgAd7rTnXz79vY2bnKTmyxe4/Dhw3jBC16Al73sZbjb3e4GAHj5y1+Om93sZnjnO9+Je9zjHgd/oGEQQAKA9XaNNwJA04SyswPwqLp5tU+YkV4HqcUiuQs2JaTtbSkCm6gCXj84tyQA3bMjBMCzEkClB7wIfInnoAdUBTu4UW8yS1qfQxqDsz2M2EojttKE7SzuyQNNWNEkOnnIoO2lNiBKewnrlLFTBqyoOPgNVA3cBnpTSZiGSe16ohJijdGzoPWi6k0HahaJb9LcnIBkOyo8iESor0qWUUNu6s4VvBYAFEk9AasViEYJFbFj+xbtSfu1PgtIaBFE4n7uwanuCB0cmZcy37ZwDwBVUxHVdUsEdwnMNkkjvp6U8dN3zmovXQ2VkTDgm6bqoKJ2VA5Fj317uAcTzeylIZddbT2fEh14mKuGppNUG+k6MB0zqdsYBVeXDqIqndShZEriPKXJ4gGAtrh1aErZneHsmv236qVe83hFYWAc8Y3f+tV48p/8zGbAoxxifStNscoJkzPTwG//7A/g3y87jMe99jzx0tRUhOIFGTI0rQoODSOOzzs4IV2jkt4OtnjCmgccyUdwpKxw3CB17HZocG3QxLTINAPAFD6aMcdpWiER4witUCR4yBliLoSyKrIscDUnreV9yFKUrf4bgF7fDh8+DAA46aSTmu3nn38+Tj75ZJx44on4ru/6LjzlKU/BySefDAC44IILsF6vcfe7392Pv+lNb4rTTjsN733vexdBb2dnBzuh4OAVV1wBQImRemBJodLiBIFTEq4rukSPVUXCk7pE995pHpYwyIQ2wpClTJBUTWhj8artDvP/LUwhA5a9fFHSs5dz0NPG0JAFBjJEpanqTAM8WR+xUtAzsFvRhLyQj2tSzq0QIbMA5A4GJK5S9sji7cVMmFLC1jBhnBKmJJ5uEsDLzTvXMkeyrxSARDjzpNulAClLwDmKVFZGYennqVROHZAsLOOoPIDWcFfbyywpcWwLQdIbj0sbHGKiai3u3wR6Fr+2JP1115vts0OipiLeY0k927wHVc9lIHhZtm74jUdjlthJL3bcSXIxWJzNkaiR9Dr1MlE7bIkk3o0IyNic1i0poDALONqxIdMPilYQsX6MUmHcbkuNESWz12t4Uhw/YtNcw2piNYxPZhkX1qcLTIXvSyolGghOE77x1qduALyP48kPfT5GJGAltTa9CovSlFons/6ed9778YUjV4f5FSqrhPy7lBmrNOFQWtcfjchgHEq7OFR2cSitsZ1GjCrlioqyoHBSCa9lnIEW9AAxlUSN0ZgSViljnQvGUjBp0gxJhm90Yv5u+8bYavsvA3rMjEc/+tG44x3viNNOO8233/Oe98T9739/nHrqqfi3f/s3POEJT8Bd7nIXXHDBBdje3sbFF1+Mra0t3OAGN2iu9xVf8RW4+OKLF+/1tKc9DU984hPnO1aDc/20WoGp2vQoT1VtYjF4TqSyit5qxE9DY7D3QrBEco8he6mg4r9qv6sZzmumhKYygA3UIOnNPTd1UgXQ8+KNyjFzZmyrKtPicAz0zDV5RQp4CoJ5QdKbYAM2iYEbwrUNrCEPyvlZKyCsS8KQs0h7mrqMJylDIzF6YssrBbUuH4sk6CmJGJAM95KKyGrqAULoagyVEpH12gGMC4N31yKhlFIDloEWEPayw/SNFgge7PQ9JD2gUcn5/wvnLgJkvM8ealQBr33U/SF+rQZsL9gp7T3NvT8nDQsZZtIcpVIDvdWpY1b4eAH0ojpTnXlr2j973yh82vYAejYGWtCroBlBj3uV5wYVKU2i0mZKQhesWfzh7m7bV6rO9WPLgqSXq2aIzfYJ4JanbwC8v/g4nvwT50ocrNEtS2xhNCXE4x13vUO46x2+AX/6vg/iPZ/8d5RtgLfNdheY6oEFpAdJWHEoCy04Lu3gONrFsTRiTQVHeBdH0i6uTjs4Nu+isCSST+qlOZaM7bTGkIozz8YwT0G9mVGwpgqY0j0kYQxq/ihDwjgUSW04ETAAZSKkQVK+JaWR/y1serH9zM/8DD74wQ/ir//6r5vtD3zgA339tNNOw21ucxuceuqpeMtb3oL73ve+G6/nGVQW2uMe9zg8+tGP9v+vuOIK3OxmNxMpL0p65kEGEbFppWBnE7IU4aYTgVAHbWPId7dmkfR4MI5YMyMo4MVk0n2mhFbqUenOthnQJagRDI0HZyPpsVIFUlEwM7bUSzMC3rb+RMqrYLeisYnRs2Zc2kQJSYlx5oIcCPN2ym7AHlPCdp6wmyeMOaFMRdOqmcFa+rt/b5P0LDMDaaqikjWdWE6ggQHOEo+nPw7dQGmqzgjTJMkITCLd5A6faG+bXDhO8j0uXCeCWNy/5DYPYKZyjO0gUifg79NIap00O5sjpoYMz9hkK4nX7r0vByG8lqLLJDxL6mBSEGddEs1c9Js6ds2DKgb1AmoUmvWPZ6MxLTizOIf4owfQiYxSmgOeS4UGeDb/TdJzj8ICEOGE6x+DuzzoDJxww+NjJ3vIQn3Y7ptGsE8ygfOQce+HnbkMeD/+B1hzAm1rn2tiC8svW0x7pPTkjG/7WjzyB87Au//5X3HJkavm/gEu4UFz8ErCiq08YjutcYjWOEQTDlERSY/WIu2lNbZpxDpFSY8bLZGtJwW9aNMDxCbfSHo5YbdMWJUJY0kYJ0mHWHJalPZKBlKmffk5a/8lQO9Rj3oU3vjGN+Iv//Iv9/W4POWUU3DqqafiE5/4BADgJje5CXZ3d3HZZZc10t7nP/953OEOd1i8xvb2Nra35xm5OaUajxeDZVntRcMg6+awQkFPH7likgBWUKrg6SqdWi3BEx6n+vEalZ5Jds0vAF6w5y2mIFtwZEHR7QVAYgwalhAB71BaY0Wi1kgUODVovE0wqhRNIj1xQgKLCiPaXZIM5O00YjTvTsvyYpUb9BftlExAydrX1icTeVUEThX8OJNOBEld5I4ESfsfaIEvLtXVXr7ftAx8fZaWpbyQlOS4nDXGApsdF6YOtPrA6bBtX9ua3bs/pEu0HFWRG9tSFhK7fl/FIGz3vjYJTxMye6o+k+YM5JLWqgxSXHVkmb9fDNTuw3AWW4GArQOgvpNJdIacHdjJbmolwZi/rzCYQqwq8VzUAAAgAElEQVQfBkl/NwwgLjjla0/GM978WNz4RscCX/ziAR70AO095wM/+IMOeO8//2N48lnPxQjJSYshe3+zSteRpkDz9b7lAx/FX33833Dp7g54C5VupLAMNTRlTqojis5/AT3pi0M0KhCuhTHmCiWJpGbmKk3YphGrNCrTLBNpourMMunYLUkc4bZB2CmS7WWdMtZJ4nyT0wj5UeqYYqUdB2n/qaDHzHjUox6F173udTj//PPxNV/zNfue86UvfQmf/vSnccoppwAATj/9dKxWK7zjHe/AAx7wAADARRddhA9/+MN4xjOece0eKBrRqZvkHffuHP00bSYkzr0uEBsnHIBXRbD//Zjuf3T70BGBCHhxG6NSjEjxAVc/bmpRndkDHgAkFBQkUV0wUGAcX0HSge0en2D/2XZ3bokg3Uuq/fpCv3g2C6ByywvfxXMv9s3tXGUZ+Hrpaun/PlXWkoTWXzsC3iZHlvYFwvoGsJudsg9SbPJaXeqHHvCihBIltk3NwE+bJ+iO30639yC3CHhL6ufeXmn5UPtjI3PW7TNHmtm19B2pe5hTvuZkPOMNv4gbX/kF4HZ3AS66aM9uuFbtbncTwPvzj+LJP/K7asMburHQ0hMQcOwxW3jmr98fL3vb3+KdH/4kLrt6B7yC0wiN825pRljKNBJGNod5n7vvkLs5namgcG6c3lLnC2D/ZyruCGf36I8VGqGv2NO4QAf3G+bW/lNB7+yzz8YrXvEKvOENb8AJJ5zgNrjrX//6OOaYY3DllVfiN37jN3C/+90Pp5xyCi688EI8/vGPx41udCPc5z738WMf+tCH4hd/8RdxwxveECeddBIe85jH4Ju/+Zvdm/OgzdRh7rHlhS3NlqeOLH0WeaLgNMAOiP4NpmC4L1J9ga3AbCw2WyztFnQfgZJIMyKhQYmGgAQleGJdwTN2XFvimKvLP9Ttn7A7DRKETsUltTUkHZCpJ1OHMLkDvgnJQxbMrrcuA3Z4qJlZOGGnDNgtWYpQloT1pNWXJ616oIVnLWuM9QdCn1hy77af9DcWCeQdi2fEEceDAk8UMI4196Nl0GhSYm1iF4MTgh3XS3rARu9N3bm4jZnlG09Tc93F3JTWmBGSS9bNBYEAihcs+/NuUPmbd6VdgwjgBFrSFHj/FJEuDPwg9+2ZCok7K7VfmCTZOJJIFETCHHiaLq4MDM+H8EJHzLa4B2bhUGnCtlnXdKrMjds72x9rikF3aim40U2uh2e84TG48ZWfB+58Z+DGNwZe8IKmssN1bsMAnHEG3v+uf8L/ud9vYWQNDUkkKvypiM3U1fns82P36jU+/m+X4LOXXO41+ThHGqPAPomTEIo54ontrKSE3ZJxhFc4wivschKvbAZ2kbDmAbus8XplwFqBrjDJeuzzBKjlfO4DUFZCMzgrvcgYOWPkhIkJ45SlWO0UaMSEQBeANNVvu2+X/se/ynVvz33ucwEAd77znZvtL3rRi/CQhzwEOWd86EMfwktf+lJcfvnlOOWUU3DmmWfila98JU444QQ//tnPfjaGYcADHvAAD05/8YtffO1i9ADNHaiExJLnhn0Se1fBzuPwzGsTcBAiQIJVC1fJMSVJcJykCCWNYguhSashTzVIm9SWTfaBQ0sgGUCMlls1xAsSk3HMsl+OcSeQiTBy0kwKyyNmIpHiCiUUSkgkoBibqypAOgFWPpjHkrBTVpJ5gSWObyoJ6yKAN01aT2uSh5WE06Q1xOqAtv/ruvSZbNNSThpHBSUGTQJkS5Gl6bKkf+Q7xHRz0sF72eTivu64BXvY7Br9vhKCo53CByCUDq7H72Xr69tC0uVFD1VKrcp1yTbZ9Q1FqVg9E535ZlGRsb1TKfCE7FmKfyKzb2Oq+VPFVsaLkt5iW7C3NkBnqsoorcXt9r9vX7DrmS3PrhNjcccRD/7l78WN+aoKeO96Fz59+YR//dC/176aMaCbbHq2rsBQCj7+pNfjDb//dowFYMssQ+oxa8z0KLSFxoITDm3jBje9Hv71okvxrHPfhWmbQNtKU8K8snUmXSYSMU7XmUkZVgG+Hc7IzFhzciA8wlsOWjtlcMlwbYVmiVASoRSaJbQA0JwrP2GKd6eM9ZQxTpqhpSRY4l6J3Q3vooCXlotyzNp/unpzr3bMMcfgvPPO2/c6hw4dwjnnnINzzjnnP/ZAKh1QCYUu5UHdM8ucVzwOryEsummCc9YAQFoYkTKLIapoeZAixDpNBA4E3hKr0iS6azLbHcElvgRNd2Sqyl5VY4Bnm6yri25T4FtPGbsksXSZGIkTEldPyJIIKzVqTSBkNjVGa5SeQFXK6wBvpwzYmQbsTrmR9MaSqkeWgp1zb93ElL6qwJcaCVmkOxq1hqFVtLBvqFKdA54Sawsp6RMNLLYlBiqGCURvRmAuMXJps3T4dZMT7cbDMwan53iv5MctgmK4n6VXq/bB+ViVC/WgIeO1t02K1CZSoUiPysjpO1StuXpAd+pBLzGUGMTqwQlxOLGUQmb3a7RXUfXYg8fSu1txWzunB7lme3ecri/G6xnghQTb21sZd/+ROwIvexlwySXA3/0ddq9/A/zCbX4eX77sKnkHT7nWfY+m0xccg4BQogkaE6zjV+MEeRiE4Rsnqe83Fvz0I+6Cb/qWm+GsR74QRTVIJuWlSSqaVMBQKW/SSuda8BkqWe2WQZnYAUd4wIoLjoQ5HgFr5AypziU2PRQBvQkJEyW36RkgAnAJceSsKclkObEwxlMhYYxV+kQJjHHQjAk9mHfrUvsv4cjyX6ZZuh8DOZP01MXYCGZT+0vVUZZyqcbwiTs8AzB3ZdbjXNobi4BaTqCVEXEdmImQRMukqq9OqANAGpDHSdU4Bn6V+jSN9ERXGU6E3ZKx4gm7ZYGo6w0nqoN2Daj9rh4/aQyeLSPgrdV5RSRKUXeup4z1JFIeF6lqjiIcZgU+qsAXQdBAzv4fpewKFQZUrWmlnNhqu8VEyBZD2afL2le9aR2/v3pzWSe3x3UNxKJ6swfDWAS1j9frP11RfZIT9YwYX7r4TgEQXEVq7zQBS2V5SEGMS/E+5EKgcZTxYQHopt5U0DKfBwfFAndEEIaMGrBs+3Mf6dbfH62U13vI7gVye6k3Q17d7a2MX3/ZI4ErrwSe/3zgpJOAr/gKvPB/vwpXXllz93rqtYOAHtDE6RFJnwLwcmVstCln6WuVoDFOwCrj3HPegZNueiJ4d0Ki5CW8aBJaMmeute8nndYFAn6TVEw5UlY4UlbYzbkCHq+wG7Q6OwpYFqc3llzHpak3zcsbNQ3ZWsFuZxLasBsS1VfGOB2YMT5IOwp6obGqxMAsde+CpMcWfKoTNWajAFBVY6b2HNeeisyapb4ilQp4NYiacypIa0JaaRB2Jsm3S5BSGyPNapcSw3NvUrFqCxxsf2iAr5H0WM6BDuqdNGwIRUhYq8txIcKasjuszHNvJtfl20Bel6zqigG706Bgl9UNOQsH10l6NEHy6I0Gagpsul1+tb5YmtSusZbUUKai5nGUYr0d4NHQxVDGzCHA/qAHVLXeAujNEif7OZsnpEt4ISA8em+66q/fZ21Ddha3TwPVLr1nOrRgS+TSPENzS3M2mUJWIrWPSmX6wW1Fnjga8H4W9WdqUo+JlKHXnnlv6hzjkKFlj9a+dwC9RpLutm2S+oLEHSu/G+B9223/h4QT/MM/AOedh8OXX43zX/e3YouzZmnInEZscBAy9XjUGJRUw25WSpuM8dY4UybCCScei5968v3x/Gedh8suvQpfvmoHaTuDVStSJkJKEgebkkl9AI9AIkIhsa/SCNcSQZninTLgCK9wddlGTkXUmmXLVZvXTFs+3wF4cHoBYaCMMU0YeNoo6Y12j2kIAJiwHo1GRMaYkMYgqY4B9I5KetehlUnq3gGVUAINd282oCaHYKmSnjvBJPKEtLwe1dklFDdNJFnTsxRb5JyEuA+M5AOPlOFmseMxBHAM8BiCggRNJC3Hu88BcWfTq8HpxAIgVhEhQcC2aE28iQklTVIzC9nBb1OcXnVkoWYgj5ywO2Ud0Bk7KuWNcTBHwDOVi4GcqTNHmbxpYtAY1JtWWHMstUK92lp4PUqFC8t/utoSUFqtKthZyizpMFnuE2dXWdhOxIpE66DNQM3GTbyHqQUjYO4Ffv01DbwiMT9AlQWKiaQX7hUdbHiCAEHOwVG4gIumzkmlOuiUgqbyuMa2gcQpozIeQdIze5892/Ibz9/HnE56cPN+6AGvAzfrP3t3P6dga2vAr//R2TPA+/I3fgt+9Qefg8sPH5FkFHadaHtrrhueKSY9T6ktLaT9xiVIpLu7wljvipvZ9U88Fjc/7Stxgxsci8s/cxkoixYpJQnlSVml7AQxpdgvAxiFaadkFTKg9Efm7tVlC1eVbRzhFVIRm/5VZQtX62+nDLhmEu2OSHoioRUmTGnSJUmqNKBJVGFg6YA3CnO8O0r1hXHMkppwkry2Vbojt++nUWgmLRTnXWpHQS+2UlWaIiGs6z5LqBvAzrPGc6nOEFGFpKqdGgumhDZr3sJpAo0ZnERaSWMCj+wxekmrs4sdRoEvPm+kzU5xUClD8IKTl0IDejQRxklqWRF1BNy6hMnjbgrRHqCXHCxtIJuqIqo1R/31evoIfK3aIjqrhG1jsOP1as1xahxXAICGlSdC9pp6odJCA1RLzh7lABJgTLt10NYQ3t4OqGrPBvSianP5mTZVVmjGZmyd9DeTEsN93cGmMMDVgYs1RyQB7sBl6bcc9FJwWuHcSDVUQr9ZWEDh/UMgFtosyXQEOHmJKvlaf/UAF/tFGYcbnnIifvgx34t7PfRMUWl2gPe4+z4Ln/zni2saNge9VBkiAE2qMwP3AHTxWFavSgJAUwaXQRkaUVcfc+wKuyPjMx/7HB5x5lPBh7ZBxx4CDQU0pWb+sDuy1OolSc2F7jhn/gOJgMQCQGrXO1JWSKmofW+r2uvV8WRU781ERex7gNINCUtYcmTZmQY3fZjNf61FZauUJ/RhJuUFx7Y08TyedkM7CnqxFQZUumvsdoDY3qwOm4FdIuFmA+jFciWcEihNVR1B6l04jqLmHAdwnkBDcicM90xMKrmlKLZ3wKcg5kHpEfQc+DAHPTYVJzR0IG/koIuWFDJubf96eskHsgNeUGtORVIMlU5PHzm4OKjbAV69XEWtqV6bY3G1k3nURUmdcvYKAJYhp0p6aZbseBG00vy9Z02J9UbQW3LEiICUeLZ9tu7OKRuex6Q8QAl7moPg0nPF1+glRFQgbRxsgsrUHIV8n0laROrhXIvFMkbf52q9WFoIEBBksUXt2aJZIb5PL+HFMmF7gVx4b3vnr/zaG+N/PfhOeMAv3Av43OeA170OePaz54D3kc9K2TDNSuPXjQm2Y//EFpNc9MdOYk+lSer3obBoK6aCp7zxsfj3j12E5/z8S1HWmgpunEBjUg2SSkhjlry1k0h6LGZJmVtKY5Lmv/UQhixlfdal2vESC+gZCEoYkjix7E65kfSkSyfx3uTKMLf19CREYXfKLWNsnt2FVLWJ4IsQfyzAp/b9g7SjoBcaT5NMSECAS7Ommwu3Z1lR0POSNJyasiLgpNm+VGVTQpLqtRieKWexHw4TaJ0q8I2EpFkVkqUVS1HCq8BHRsOUO3NVJ7DR1dvAzgbPOCXklBYlOEC8NxMl59aAas/zY0wdqnY9H8jqpWnc2+6og3qUcAUeVU8/KvCZfr5UDs7BbiblMVIv5a3XXqWed3f9GzrgWQUATds0y/gP7A9Y0bmiJ1y9PeagrbA6EHSAFAHRWq7b9wI+uW6qIOggtY90qM/TO7dQBAk7ZwpxrYlEO2J5aYtIi5ySpH2zEAgt6Auzz2mwKXXqvajevNYt2uKDWrLtm7BNHdWOOf4QTjn1RnCXHWbc7n99K370V++DvN4F/vEfgXvcQ7w0TzyxAt4PPBOf/OjnNPeopgTLgTkxxmoJoL2DK7PEmZpj3V9gKCCuJbSwmvCKp78eX/zMl2Ts5+Qey65BGpLa9EQF6NJelJjsdmYXIyCNhJLEu/uaaYWri9jvEop7cprX5u6UsTMKo2v1M0dLQp8IhQtKmheRLUwSj1dSBbwlKc/pA1XzRwd+aWRJQHCAdhT0Ypsm8MSaJHqr2ukMpFZaHsg406jKMg5/Kk5oOLN8MKhTpbqA8zgCuwm0WoHW6sm5TkirDB4TeADSWlWbST8oOuBjqh5vSsuoVKnP54zRchsP7sgig2WakufNk6BhgMOgHFiqHpckMX1tloWQMw/CzY0lOdc3sUiRBnjOvakDS9TTi+2udWRJOlFNX5/WKumZHU9/7r49qg1PJT1abWmy7yDhmeopAl7M+L/UlgDOP0UgzBRSbfWtF7BS3U6u7gonBuLMEej6/f26PXKUHF3NF6SP7p0oXqcDx025QSUER8Fj0qrhFgs5tpVHGKhessxALjXEgxLY7kdJ7ID9+5CE6OyXXaYBuX0kuKjiPOP7vg2POffhOPaEY+YXfdWrgAc/GNjZAU47DXjve4Gb3hRXXDXi8QZ4q5UyUjUtmDfLM2qpTJaIc+7GUDxWU59xKSBmnHC9Qzjj7qfhbS8+H3/7zg9LWaOcgXUGhjVovfJY4LSWaiRpXVyFaqm70sjwbDhqZUijOLWAKn3YLeLBeXXZRiLGTlnh6mkbV5ctXDOtcGRaOYMLVLpQmDBxwUgFA6dFSW89SRD6ehKa0TDGEzljTJ3zSmp+VUN2kHYU9EJjhiYjhhR7NdDzeC4FOpMSIujFZbDFcLg4JcnAzmt2AiGu8xMwZlhWERoFWEXlAHdQMc9Nf1iIYwonuGrTHVl06VpOo3VFjjVV4qTlfRIx1jpoCABRxhbUXqfcmmVQd6mQW67N7HqmqjCX4/WUPRB90iws+9vyqpRH5sBiUp56bEqiAI1RsiB08+BMqtIMSb8pJkQ2sAs5IuVbbxodgdiadB1ps53XZzbRcbDxuikQ4Uba0rv2pW76den82WVjkmQggOAm8I7XjeBoz19KfQdmwOIFC4tXLKUmUsY1G8FKwKN6vZoUmLMmc0igBvQ6YCPyxNEH8d70+MK+eG5no2RmPOiX7o0H/dL3Cdi98pXAM5/ZqELBDHzwg5L/8v73B+56V5TrXQ8vfdLr8PY/fi8u/dKVWlki1zyYQ24D+xOaMUYLWpWYfFuAz16dqotAyWBm3OF7vhU//ivfi/ef94+47N+/IBopFtU+jaNoPpSmcLbEDcklIs6oSTAsFpgg4QwT1JlFtk9Twu40eDzdTlnhCGtsnWp0TEozM0cEPXt/nghZmRmpnyn7PDuTZmiaSghl0qxRM/OHhyvU0KU0MnBUvXntG+XkHefE0o3L2SslRMDzgNvgcUZT0YwTrDF5CmxEameSGDLSQFcj3hgLaJU0gFQHo8bVWHZ3UkCTxpoHEK7a9Bx0Qc3ZzLEo6RUFK7WzJWKY604ixi6AIRVYkOmQqKYWai4Z1BUlYeLkgGd2vFEzsHDRSWzZFYKuPv7fxOIVaAhDCEb3tGNTDRieRH3Mhev3sxpvJp0vAZ6pkzYQVM/DaC2FZZD0GsIVz8cGVSj0fK8UH44JFealc9trLh07ayE1HlsFYcAdRBbjmpiBcKzcm1sblR4n3pfqbDJNEnBesmo6JgmO19jUGAbhQGiSW2AOidizGrUvrA5jMdZtU47UCHT2/hHI9Fke8cwH4z5n3wN47nOBD38YOPdc4K53Bb7u69prPvCBwGMeA+SMVz3rLfjjZ74Z11y1G9TllZlCbpNpA6hllBQIvd5fbLaPoOr2+qyEJBqfnMFTwdtf87f4m3d8GJdferVoMabJvWiFrlSaQtMEKhlpkjqAnn6smWvzH+t8LIU8k9KRspKMTCWoNtVZbdJyQPIOqgFKogFgFsArpdIJa1M4t5SkS6q2vBi32z+nm0LUq/VonN51aFn9d23dHRyC/S4FsCNqf9o4Jw28ZYClagMXiTCnnKrRfwrgp6oLcSIwYIo5JpX7oii+QT406T8GiEHaa1KQQa/FcJBhG2AsDinkagmqThMJAIq7JANY1M/LeQHswmBmBVdJKaQcnA1k3jCoOa6HHJsT10ld6jo0NEEI7cq/mXvc5g2AdwBJjzdJevG8aJfpafZGI2v9SA0d7IGQWsBpn2d+ba8UohqB6Nhhteu4zxxs2oPe29FBUI8vPZM3idTm49fqGLJyXUmqYUxQUJpUKsxgMKLzDZtjS1BVkRqcRL0ZO2nZXc9zqgIu0fVOPI/4LQW8RzxCAstvfnPg534O+K3fAlLCeremILzmy9fgLc98C17yxFer2jDXmEOnC2Fsmf3SWu6kt2h/8PcGahkm1HGklznu2EN46nN+GK8893z8zTs+jMOXXy0MtXmEq5c4dTRFbPdcl5nQ5/mNTiIxN6/QreS5c9ecPeuSzXerfTcpc2vfUPBHVdVOR6T/DRwBOI2YitAcZqFJMBoFNAwyZvSB/dij6s3r0CRWRSZpkzbI7D3RJb0HO4/B8YvVpf9kUkhpIp3EZntwuwt7PTBLg06B+Xb6oz+T5hzU4JrONvFvpJ2sIGJp1lXdEH+FxVPT1mfhEtoi6JnKgjXJMTf77LnJ3yv+2vyg9Tm9Pppvs36y4011VSpnb0Vj3Q97+btxXNo8PIj6TENJGm/LHuw6SWXP4q5LvrN6bc/Gsd/zdI1Ld9VeHbtHM/vw5vvpMox1GYd1jkjiaUZUV5LlUDRRzx1Jwg1jMLs/j95QHWP2f4FlwLNv8MhnnYX7/EwAvBe+EHjIQwAAr372m3HuY/+onftQ4HVtAVX60Jk4au3A8DwGeHqtxbHQAV4ESCZgZ2fEhZ/8PD5/8eF6T3+WoBK2uaDzhMyZp5lDlabY/LIC05HOWHpf5lAKyEKTkNSOn3zu+3wH6//19Yoy1PF/W5YF+mPX8mcF4HHGHd2o73IU9K5biyqTBduCcHHUHmOcLyCDXdOI0cTtNfrrbfDWMxXkYrOBCdRwBQYIc3uHM9oRUJaWQAN2Nic9Ro8lRi+WGSoLA9jW2//r9fv3WGrxvZs+WDp+SU3Ut0gUYv9EVWQPeNHJI6ohsXBc8/AdA7TXM1krXQKB2bEQiTzaB3vHmvgctj0F4LNzNgFf79xCpMDX3WODEwysxFb8PzJx6oRSy4IAlht0qRQS4jsSYZaou8t5uri9C7DfD/Be+9tvwWt/5234/Ke/uBnw+u+d6veOoSqb7I7+DRNmqrhZuSX9/7jjt3HSicfis//yBfz2U94EMgk0jMFN5bLI1LzYY3w1D7H3bktcYetT+B+QOd7bK5m1KgxaJnh268Aw+7MYc7zf8x4M67wdBb3YwiCOA9wHfWxLUl7cF5cmdfA0J6LGkZmHW0f0vSJCADvbx0AV62wdQco7AOA1XFVorJTYJD7bZmSlV29yNwEi+PkrRYnPdgSpr5f27D3ncYYhobD1YZzgUTLv217bl5b9frvfJuAxbj6OH+bNQKhMkzgdbQCAAFZNnbd4TP8c/ba9mIN4Tji2ZgUJ++Jx9lxu005G0RduIZIfpXa8cWEpjcN2r9LaDyPwRTudtaUMM2Hbzb7hFJz97LNw6q2+Cikn3OBGJzSAN/3Yg/H0H34Ozn/V+1sA7tMLhvdwCQ+Y04VNGoP++y+Owfl5j3zU3fCN33hTPPxH/gBYYyZZxudi0uocPTPowGe0Rr/xXnPP5xq5Z7a1qQt7YcyZW2Gguabf5DaxRaQbPeDNRmrzPEGyiwczHwzYcRT02qbu0jaw+wKZs19aHoBCDBR6ZtJFULkZJxoS5FZVJ+rARFQ7iOogqjdNDaFkRY5HO3haMOVm0PitfF1VDtDBaipOVXdSCFWoKo2q49+krqjPTf6bDeAl4DP9fZCE9eYAV7DzmWfqTRiRIriEvqTaDIRkk+mt6UeiGUg5g7rA5e/ncVh9MwJXHiUdAz67XrDhzQAwtsRz9egm7WDZfJ091Z0J9eVV7Ufar0QWVqMqy0SqymTE3J5cau0+uVd3s6De3LMShj0vM775jG/A/X7ue3CH7zsd+Kd/An7/WdKPH/kI8IY3VMD7sd+pgLdUEzEGjccAeqMPS/Sgc2aSoU7+EXiJuVHAcylPb/UHz303bnjicWo+Jpfs6n2D+ti0Tn0OUacrPXCIiSOqNKOKE3a6At+E5Dl2Ra2ZWqZX10WQrf4BFDRG0H02zU2ztMkEUk0waAla87yhbuIB2lHQi42oDVNoJDVqEuT2Kae8JMpUr+UOLZrFRQQ9I76p1b+rIwvrB6wDUjgzqaRAjb7dstOTOlbMgE82SHMAYR9AFAZYKZKnr5SECUBOjKkk8brSgTtCHVl4nlIoGrUZdTBPwYnFAHUmxXEFNlkPfeDPy85Smgu9eL+qt545sei3E+k8z8NLesKky2hz2atxv164le7sEj2ALE1IBTT/XgZ+dl2iFgCthbg9Bi2qLKk7dmbj61sO91i4Hsf95uzi5yqDwVztely3gUhCfqZJxitraj0H9VKBs6RZ/LyBoKdH26edef/b45df9Ajkj/0z8JrXAA9/uNzretcTD+yXvATTD/8Inv5j5+AvXv03jR1/Eez0f3eI6ud/VH86MxX7LjWgtuQ16yYTIhx/vUP4qUfeFc973rtxxeFrcMXlV0P8DSDjVdWpFG2LOUvIjjET0wTwIM5eOo/MV4A6KW/pF+emqTLHklCSgJ9VT/E53wGZzXVxbkmIsZdRanSGOK4b+BXyZ2nAOjjc+DMbnThAOwp6saUsvarFXj3LClFLOGNsV6fOkMwaljW+VOAbqVZZ0LybbERbB6ZVVUdwy0euwOdOX4pmMoEC8JH9GDDu0gFGpYjGQws1hCAJMBGJmnUqSgBK9cBiYhSN04tgB1ROr3pzCYAy4N6h5rVp3lgxfKIJWQjPN6uOHuLzKicr3no8TRr3GCooGBHyIIFdYNoAACAASURBVPTgsRmWLo3th3uV7st6bs9r7L29OnCpGbChw8V4bieFORA2G7rHVKLhoENcCcmG1niKtl4I7TswOwi692xOMvhNhQYDbw1ZCCo2B3XX2YaQAmL0nq4cwhSYOkTs2pkPvIMA3kteDDzsYfI8t70tcN55kkUFwJGrd/DMB5+Dv3jNB1qwW5DqKggauKQ2Z6t7BIvHpuTNDQwyAMuq5DRi6RWUljARTrrx8fimW30lTrrRCfjyl4+4NkfGL+svOZ1izeXLOUscsCXIsDliqcsmy5vazy+0Hp0suElFPK0l/CgL2GmIQgmAZ2EHpVifqTYqFWfUp1KBL0qFnpZQQxW4VO9uGXvAUniTe7mH0KamEPIe7SjoxZaipJfarAo2EdQxwgFP7Q/mVVZDFeK5RSYIs08akKZnMmlvqoScpiLB24rBlioIIWShBzzWOenCHcPBr5esnEPSpQ/CQiBKILIqL6y6ijpgxU+nJUpRbTEFzq/oRGA2rz242kRcovU5gprTB3bHyZldycMtbDKHIrGNt6YRmQB2yPbdOsALXDYAdK9X+w7WuQvrdl5khPoDVSJvO0/PY+5seirJRRsOAmhIhzfP3T5nBDoouDKWALKRGoEKlgZ8jRRo0pmekwCCai1cpZnrW5uUx7LfUpLJfLCE1SWAbAlFmAsa5xcAfZiC2eG4MM580Bkt4D384cAv/zLw1V+NL15yBX73Yc/EVYevxqc++jlc/qUvbwS7BugAB0ZTJ/o5cWylJP2UKgg2ttHAWPkYjp8gE447bhvXHNnFhZ++FD/+Uy+QArDuZ6DS9kgadpB0PavaVyu5xHnh2hCT9OCqwKjaXJKgKBm9qJVXxpKxJgE/y60r0h5cm0PKkBdlmiU8oSCnGqrQ2HTNjFKqIx2MOSuVTrTe3IFWGPAdULUJHAW9prWVr1tiEwlpDEL2rPHOjJKreWY6/3AfCehFlVbCL+qqo13Pm++TAcKAg5tjHCn2ItC5MHjmhmtBUmYOPgTqdqz6+E0yQnRYYVVrVpUFGlvhxnAF+82es52s0j/sEtDMnmfemkHlFG15jW3MXqgHu6hOtH0H0Z0Ebn22K9jlGicXCzco1NxjCQBlzQgnL6pjozu8XyOEP2yW8+wC8pzNsY1tMQC47VaVZaNCNi4sBVteUi7Nv18SJ5YmjKGCX0VstCDYlDmSTj3zQWfgsS85uwLeT/0U8Hu/hy9edDle+sgX4F1//N4ae9erMXsVph7j9w2AN1NrApUm9NqCsD9uZ1D97nZoAp7+mw/EJ//lEjz7nLfLF9cUbiBy72znAXRckzEawY5d+zcwE+1EbOZhtOE1DnLhFAO+Go87D1eoYKbjjcVz05xakmuH6nu358Pp0NyetxSuwGhpycGA7yjoxUZhoHeANytxEgb5jMiRIZDuN/37xPBio0Rgiy3rnVmsBfAjBZJmUNoxurRNPfChOz5e2wdZR9QrgAlHmFXt6cbq3nsTrcfmbDJ0A1g7rg5kYDaow4PoOvuvCaDWOCzjimcedt234YVv51JaOK4/b9biJOsBb8anLMONe2MmNKpHA8CZTU8/1cw71JqDUgvaexKEXg1rEopJJrOHVvCLDkUGdjHOzsDO1s2mbYQaMh/Me/OrbnEK7vXw78bxJx7bP6D3ysLTYLU94M4PPGMGeK/+7bfieb/08jb2Nra9AK8LW6hdRc15HCQx6bN2aft6GjGjGQz88Z+8Hxdfcrg534+KZpQeTONzElWa4tdm1+o4Exmdw2we6nO0c68FOgAes1cvT2GKUtimgAdjirg5xm/RdRrH+8Oeuy6j81td8kEx7yjozVqcHDNOrZUWXOIr4Rj1mHOOzCQ6O9+Mz0Ag5qX7vyPoIP/grCBkwEcImBVpdgDBuC0u4wBnBrgHqjBI7X+7TekGbh+cHpdN6wf07Bk5rC+c17co7QELnHqVPpqsKy65d4C3yWRkqsnIlCwBIbBEl5e3aasetx2Icojha+7F7aJ7DpMCWVVa/dicPVon1dqxi2ESjX0yntd+A7YQnfAuLvnZfPAY14Rb3v7r8bS3Pg7HXXEp8KlPbe6sTe2c3wEe/egDAd4s7m4vwIuM8BJdCNqhGJzfMCoA3MaO9jsff/whnHGHm+Nt7/gw3vO+T8jGmCkn2Tig2u0R+DZ5kAMNkwigVY2HtshIB6BpbHA6QSzPbgtye/NYe2UJi6TPnsGfpTlwvr6kLt6rHQW92FI7eZt2EM7/Wt3L9NutDBAHphCjg9+nAbr+cXnz/9wPLMR9ND857r822zsQ3CiF7tf2Y+n28sK8rt+tB8MeAJ0Tv26Xb65x0Am8YbjOcoXu0zYe378jMCfms2e69h1wy9t9PZ765sfiuL/7AHCvewFXX32trwEA+OmfroD3mJdW8Goe7z84b60dwNP3IH1x5zt/Ix76E9+F933gX3D4imv2DZn5D9Mda9d17qF6bC9elgGbBLygQarHtWC5b+uPuQ7Pbe0o6MU2mVMJWmlLgYkHk74IQFEVTWpF6wJxTnFni5AMlVkNzOqtlnJIbK32p5D8WLzARELxkiDJYnnkx0mwhFPYZvsBlxRs/LlkmPScxKDEekv2X9JlToycimxHVWvG5inLiMVOQywB7amAWWOwiNXrTB+IJAwjesDa+5kDTn1PCkvh0s2eIc5HkoPQcy5a0t1hqN+xyHty0RrOJJIMAY1UZfaS3qY3m5l92kc9bykzDtBKsIuqSRsvvj2cHO8d1DmLrXTXaLQGG85rrr9w7IwNRx3P8VdkfEvaq+JqZzD5unkWWraUW97261rAu8MdgOc8p9qnDtq2toCv/Vq8+jlvwfN+8SX2kGrzm0AaJs2QMeihD6qOZV2XeMSpamhcwlMP5gQZW4B870lToxWInW5iCS+KNk/IuKhVKmrfvuWNf4/3/tXHccXhq30sWhB/7WeIJzdDVZel7fO4ZK4Od2G+wGmH0A/ORjeMrsDpByJN0fk/pIJMjAwpNZaoICHQi1RjeM17M6WWllRzcM2hmljmfxEdaBWSI40L9K2nd/5/pgMznEdBL7S2onIgFvZ/kYEriVhJAMMHn6ougiphRhTMVhLvQzT7uQnMt6GCAGy9Hodm+8KxdVXUk2FbG+ZQB508WhicOng3FZsFBPxscLO6njevYMAY3qkFt6X3UGM41cBddxJK0YivRMrso8GQL1UFwndSy31VE+s3Mw412NMa29o+jSHX750UpHN0mTrgCXax/YBOnsNAafmBZtcwe46dux/o6TM1x/ZgF68d7as9ITbgo7BuRNsA7y2/0gLeG96AD/4/F+JjF/wLWlXq3q1MBR9572vxvjddUJkWZgQdbTi4xgJ6BhgAlttTQnWUQeOiTjjaMR5c3/48xyUAtwHE/8NEPP7YLTzlqQ/AK17+Hnzgb/4Vl33pKldpkhhsm0QFDU2x8J7Q75XJsA8dwK5XxTZMJGbzj7v/7VArDmvLTAwrNUazn3069nmflKkG4A4t0OsyjNYYw8v6LCHBPlnR4fis5Mf6ex2gHQW9rjWFKqNHoOyElyzvJICGK55Nfvs/EGOgTXu0SU8PtHE9HaABHfChPdaXMpeUm0SdmOGQKO2lwJnZ4K2PWokgc5ttwSaBXdyOjduaZ7Pr9IDXv1fY5qeGPnPHoEjcnFFpmQ4A9TuaPdaIFFEDHDOwixJgvJ6ex4QG4GbqwSXV5SapzW41A6X2/0VA3gR4GyXEeL2F43rHiKV7+f8GcJZsoTS212+9861wn7Pvju+41+nA+ec3gPf+P/8o/s/9n91UOYhhCYu5OkOTZO5ogY8CiDRAJs4W1xr4TGRTJngZAGN/Qh1PZePONWt85jOX4otfvLLpc9cAcBjjbD/u3R5r31t+0eam1XO5D3vZ1PZTrRrIidA6Z4JpYb3Sg+D8BqC39zud8A363Raeqad/19akcBT0YguDhzTuCDb4O8ri0p5lx4iDqlNVze7BPgvgacn8wi0wtABAmz94Ix3V7dUJAU5E2eaAc3PzZ+0lPFvvj3VVhm6fdN2A06Q/e0ZTXZj05lImguQa36t5R2MKun6K7uXAnEDESylBEttp5w1rwDfvjGVC3//fO3qUDcfHZ48S3oJ0twnwNgJdc+yGa3T7Y1sEx0hg471M2gjbqrSzbJi890/dFWf/1o8Bn/gE8OpXA2edtQh4M3BTL8+mnp5ub9pCWEO7u1Md+nqpklGo5iDZjtpnaYCyZ6Qa6c6eXbYff/wxuP71j8FnP30Zfuvpb+6ejHxMtg5p7B6X8f/mG4Wq8C7h2TrQeJZWDVGrKWrmnc9RAFSlO2u5GzhVijPNjq0vA2L8n6gmI4h0IrZe+rRt7fLgyHcU9GKbRmAt5cp5nGrf6+AmtSW5RJBNocxVXWKD0WrkTQWwyt5m89Bf2pZq3pSTFKEcMniQ4FYe1L6nQammd2f9v2Q0eu2q3zYAQB0gdUUe3cA9CfdJmZFyQdbfkApyYgx5UjVG1esDaCYAAI/fIZY8ndbWqAPMgk8nzyhBbleUd9KfrpcMJF8SyiD193jSrDZDEfvcNADjBKxWUjUaqHXFxtGldsf8xJB6EQU0Sl+mMUz6RUmCK4GM0n8PrG5H2QAy8XoL/1KXUWIRDOP/GxxeZloHPXajerO/R9RQdPsbkHPNBQtQhOr1HAokW2HZez9cAe8ZzwAe+1i5xt3upoD3z3jSg34H48RS8Z6o1boAaL2JNtn8kmbmyPByQlrDz1/FpftUPaxJzzNb8aR0gKhWd1eVulzDZtUAokmYywHAlAQpLXyGofOY8DNn3w1ff/Ob4OEPObf9DCrNiRaDQU0gO0uoUwnZiOxndGXSvp8m0LASmjLkmggjJZQhSYC80pX5nKP6P0HnptjBZe5P2E4jDqU11sjYziO2pgmrNGHIE8YpAbm4KnRicjqSUxG/gPC6sVkWKBlmSieyvnfmOQ3MRgMlM1AZSHB+OJgd+CjoxRZSg1GZqnt3KZJ2qORqBzKuPicZkHaNQARqyqxJc+GxF48FUPNCDoMAnaUw0l/RD2oOHgJ0wfBsg8C4s8YFXx8n0mAVWIWbVHf4LCqLlPRHjKSDNBNjUCcWMWSXRZuexPHJgLV8fJbBZQ0xVqfEKKkIgBUGjwzO7BMOzTuRuNfbu2Zu+gVZUj6RZsXwCT4M4HGU6umajoxzUcciAk367QqJMwtKWCJI9Us6lU56XJIkGdLBm1RwZWFflNwWQEaOiX29IHX1zxnOm9nmFp97AVQXpLjZMoKjjesAeKxOWwTg3j99N5z9rAdXwPuVXwF+6IeAW90K73/7h/DkHzkH41SkEjggTGWvQQHc8aT5H2i2kTmnuJYht5XTvY7fpK9CkCDCJPM7agwAeHV3Es6SMAI5ayVyGVsyz+uS4vkK0M875524wUnHeYaUpsvN0kVwu7s9Ayng0cSgUcCupy08TeDCSFupATvk5KBbclLnOARaE4BvgQmlzNhKE7bThBXJDwkYaMKQJndwGXIBplT9AEpqAM+YZwBNuFNJoi4uandPSVIdUlLakDgw/wvPaQ46Q9o877p2FPRCY5uwgAymaFeDcuKJqpdVH29n69zmiGTPFanEoHCTIxJNXkgFPwcCqgN1CfBMuosSXwA9RM2ccpSibSGV9ETaS6lUsIseW0mALpP8v8l705cFKCEDh8TvFUwpiYeX2dg60GYtzLppUMMGv05WylT7zfsxK5c/ubQnnDf5j4AQL1WBD4jS3gIwHCSMIKlksknQY57va0Ckbp6VTurX95Py/H4B6DZJet026iW9TapOZpf2jFnkqeDm33IznPW/74uTTjkRYCDlhK857WYV8J7wBOCJT8TFn/oC/vhnX4y3v+yvhO0wQg1skPQws3fPYucAUbE6aC50lDmKENCoQcuEGKJjajeJOeQKfkClAfqslIpIe5Pc07y6jz/hEB76C3fH8895Jw5/6Uoc/tKVcwZHbt69T/025B7gypA3gFecuQAQ5oLSEqMriVqQ6EEjMtAKNkhwLc8qiVS30oz6AoBFwa9gTMV5OmE0SgN4OdCOWTHZVDAlUuZYkkxQIn2G6uXNygi3DHL9Ue7GyoZ2FPRiM5d3SuCpgCgMRFXVOGWkIC2UEPTJ7QBtOGAjDoAPTjI7QuDIGqmGwmAkLAMCGXBgrvd2vR7c6Ux2Qm1jVcqTwcnNQB2oSnoDFaQFIlK0irL0VcGg62XKyJptQ0CVAhenrt29mnPjL4Rs6GT2ZLtEogs1V+0Jzv3SlMFUQBSYmFiaR7+hfNLYcV3bJFk1x6jNdQk0N11nL8/KBYDbCIaL583BaynD/yZJb9F5xa+tYOeaDRnjp33H1+PJr3k0jvn4PwHnv6Gef+4ngXPOccB74a+9Cq985purHW0hQJw892bX8nxT3OZ5PoOdNX5RlwBZ1KCuAvXvLx1usfVQu5ODH5QJtiSV0yQah4mUwSWQplG70Y1PwLfc+lTc6EbH46ovH+n6MDwzIPefZJ+TGZZE69CE665SVgajapEULIymhHyglYmOoU/1BwW62TwEqlMbuEp6gNADk/RUG5RTDU8AUktHUqmVWRoGhVwqZBYmWbRCkHlEBnxo6B8ausBV03WAdhT0QrOx6FUQoIRwgkoRgXDaZOLUTirjfk3FY9KeAapOKMpV585D9kHaDEq1aTV2vEbEbwfDzJkFaEDPPcF0nTNcwuvVmqs8YaDSDNghTRskvaq2GDkr96Y7pwxOBZkSShLboey3gcotqGUECbdTcU46sE3FmUkm+KAVFYahMhiFVdKTmCtXRWmXINVs/x7DFSW96IEJXEtJbx/Q7BxZfHmtJL2DgxddG0lv6VhTHYbjHOysNNY04Zu+4+vw5Fc/Gse876+Ae99bzrME7jkDT3wi8IQnCOA9+60u2XkCaqCV3NzjCtiUe3PRkUWlNQpAFtWbVQLUoquqAnUboF3H+6FKgGbecJCCjEma9F6jJNQ+9thDOHLNLj71sYvxk/c9B6VwlWIXvgOLGyiQVB3qUhHUVBISSI86rsvUaKdoGJyZ5qyqTdMeqblkriKs/gEOJm52AIbM2EojttO6Ab0q6clvZfZ+9fRO6g9QY/w2SHr6vSez5RX2+L6o4nRNj2uGuncYaF/PXmtHQS80IoghOCfwegSFoFW33wHVxpdSVZ+Y8dqCb81xZRzFzqSGZlBC2kpibF6txIEliwNLWYkDS1kllJUNUrXtGeBloAQbWB+kGb2v5Ll0ycq5FTmWClAyI2cW55U8YWuYHPBWysUNVDk6c1MG4BKf5eGzhLSpCFe4W3Lj8DIp2HFWp5aBUEbjRCvIcxKgpwyUAUij/j8QaIIYrQdxaMGUQYMGnA9DDUovBbyzI32e1FZSRLVKg3ZiVtfyrN+WwqTZnNR/3hoPwEqkF1ODdc09a/dTI/b7uv83Sm+b7G8b36USel58lgA2EfQKzwHvzDOB174WOHQoXL7gRU94JV7122+T72UOJEkldaA6ksTmEphKhYuinrUsjGZ8ZhZzQqvK1HCKCOgxQXP3ziYN8miSrR6/WlUAVBUoJcJTnncWPv7Bz+C5T31TVdOSgtq08A2y3VePs7g9le5oLMBaacg4gtdrYD2Cd9fgcS3vt1oJ42c0ZZWBQZ3ihirxGU3hQFOcwW6cW4Q2bGVxYtlOaxybdnCEVziU1thOaxyT11jlCSOnCmrq0W2aopmk17ln9ox0YUIZJqETmYGJAm1QR5/gzFIGWefhKOhd+5YzKEuX8M4OgJVst8mRk3OWYper6hMp8YGgfpiqenO9Bq+lwCMNaoNaDVXKy0m8NpUbq5JOCwaRGysmEUUpz1QVWBA2AghaKSIkkfSGVLDKVcLbUpDbSqPb8YSbEwRovDepSFVllqzrKaj2dgFs6brslwGdM4sPQRZnFphh3RxWfOLJoE4Z4IlQBoAmMchTZgW8BBpV2hsTeCVZWGgchbtfj/X1E4FHNFPOBWEiNDlU+xZUZbDjezWV2Q7N7rtP82OMwPYFUs0Roge1TUDY7zegs22RqM9O6UCOu2MXgI/VtnTaHW6xCHjve+dHcP5rPiAgxMCFH/0sPvXPnxNnFSvGagnYrfYhUFWe1ufXssm3hoI3qXNSgYvtzFUSVEc01jlM1kcZ7gwDqJ3KbIFlAnMBsAIl0f7wOCpzlcHrCa95wV/isxd+oZpMTA1fMP8GRTVGJKORM1VpyNWbwRPctEc2xim5FzgNSlOGDFavzSjllQBuUfIzelJUyjN1Z0rF5/4hWmNFMp+20xrbacSQJmylEWvKbgNMYIycZozzkiMLAIxFQptWKu0NKfgA5KI0Idjzwnsk93UIzOc+7SjoxZaSiBjaeFzD3ZrVScJjSVQHLWDHzuWxAZ5KejIwC6paM8mkTzIwkZJ6HgX9u6v0dLAa8Dl3g82SHrBZvQkARa5Dusy5Oq6sctXRG+DZgM0KfIs2PU4YCChcsOZW3bQLYAC5vXBIBSWJja8kTQcWvTUzVI2JYGcwVWdkBsxOod6ba1NvFlCWFGTOnatqiwBgBQE+Nv0uVy/BDQSWEy1LU0BDmL2E0UFsglSJ2iK49cC2QCg3XtuaqfSi7Q3AnrFsUYLr7tUCo4DDabe/udjwOsD767d/GE97yHMxmh0KkG9lgJdyleqiejPa9WLrQXATIEbmxMwOpbSJtiMIKsBRZ9ebgSBVb1DWPqyFbwk0ZRx3/S3c9p63xp+/+R/wnrf8g+wCatafvvTPUkvqK2Ba3egbYGpN0x6ZLW9YSf+ZetPqRapHozPSjXc4Kg3J8qAc6YoypEMqIuXRiBVN2IrqzaQqTqUdNn4TyZxa0hQBrU2vsHiDFp6EIXb7P4PUqYU9bIE9dMHskEYDSz6q3rxOjSz2DqhEIRi1adJ4HEAIW3RtNkN3sdyawgVbTB6A4K2pNqhQiDIOyBqm0P+6wRpBj9rlYsgC4F71BpKmd7fwBPPSjAN2FYAvSnmJiqg3g7RnCSu8srrG8A2pSIHZREgpSXYK9RCbeWVR5T5Tqus0VeDnTOCJVNVBwknrj4s5CY0aTzW5NOfZPWoX2ctsBD3iINX1LRBfqym3ZFCfuahbHFcvjcXrAnM1Z78fmEuIur+pNWiSm8cZcgucfl6pkk9//bDtW864BX7g7HvgjHvfBnjHO+aA9xPPw1R6CY4c8Hx7cOSSDqF2ae2gkp9Kcc27EnkYg/zPMHtePaY0k4U8+L06xBDgjARP2ldMbkc+8z63wY/+yr1xwV9+DFccrkmzTf3pvRftrLbJV0QydToU431L57xiUp5WTndP8J6mREZ6zx+3dCVBGdUJqzRipcAHwO17Q5rcrmeCtCWliIAXGeZYmkg8vWU5ccGkTi0CfMkdWszpzTy9G+ZXn3tPrXdoR0EvNhs4EIBy7y0FPw6cM3IOHmBQ2wR7Qmn39jRuzMFOuVwzNofB2djq+oD0PQYtUMFiMWQB8FlFcMYVrOqL6lpsYDfNAG+lg9ZUFJaVYQoqi4QES71VdBIUnlCS6PezDWj1GDUvTvPO6gc0Nr5/6+HaequpRJ4zOGdg2hWGBVBAqpn/GuCLThPXpkVCrMBJS2rSDrT8mMZhZA9Jb4PqU1YXwCtKa539DcCirZLjvTrQW20NuPnpX4tDx27jXg+7C+74/d8OfOYzwOteB/zwD1fAO+9DeNpDz8VUWAEucF1qHiCLIwvq4JhFZLF2pb3HAb4RqV29SRHWx1+ayYJMio1qUCC4TyqTq8wA6pjhCaJNGCVu703nvgvveduHcMWXrqySa3iHqs6eMyl+zZ756uN9iziuGDPtUl7ntTkDvNzPoQpsjVc4QUFG5mJOBSsqLuUdSrtA2XLQMxXnkCbUqIuCgtQA3ipNQdKrY8uc3goXjCQS47okDYMIDi2BNqB7flPRHlVvXpeWEmi1EsPz1goYtRNNTba7K+BWZMJwtD3YIDdX7vXYSHi0tSXHrjRbQp+BZSVqzjKQqzBdDz8sG50d4GywNqDHjZbNxpmo6vS4zFhl8bzaziO2sujnt9Ik/6dR1ZrG1cmojmmIan0tleiQsGvOLpzc+cX2M4CpEKaiOvuhgCcCBq5S3KA0xh1YWBxvBqFJKRPKikCchKYVFhtpKeLiXQq4DO48wmt1JNIu4pKF084MNu/bTRJG35ZsevG8ntgdpNl1zDvYnnsJDAE0qsdNEmgHcryPTS8SYmbxJaQk2o4bf9VJePIbHouvvuVX1uOf9CTg135N1u95zyrhPfRckfjVmYKIRDqJqsxhUACsBJ6jRLgUm3ctGkeQNKnKbM2NjbNqamgB8GcqYXWI4XEUW14iHHvsFp70+l/Cy5/6OvzDX30Ml372S8AwtI5Lk0q4VNpniE0d4cicoeKxMfvKegTW6yrlrQZRGW+JEwuvBvBKnFg4B3oyKE0ZdH5lsZGXjq6wzkPJhGLqzTUOkTixHKI1kIDjeAc7aYWr0xaOyWuMJTfpCgsL2G3ncQ56qAVpASCVds5s54SpJAzqzOIOLWr3L5nc0c3teko3DtKOgl7fSDP3h7ghTpAJwiPEKEZVejC1SZxopSCqRkGrVpXjnp9yHySqufBUhG8cUzpAcxt3B3hyfAA7O4/1GAYIrPeVfRQCR2MSWcukLmVENBUZ5sHpCaKLjzkRLbyhFInLs/OHVLCeMrJzcMUlZCbl4uI7zoBcvg9nBsbaZ9KnqETUVGg0uiTB5oQwieetJ0JWDt81LhEAQ5tJUwv/x/RVB269x+Q+ziOL+2cPW3y/g52duyBlxHdbba/wqOechbv80BnY2l7Vgy68ELjd7YDPfU6u8bnPAY9/PPA93wPc9rb467f+A57243+ACVQluujY4+upqpKjVBdtqm4bPZhkN2vqnOLvlyqGNMyKfabYJUENSoAQWgdI0V5QTuoJXbDeHXHJp76Aw1843Mx7lxyhKt5F1XWp9zNHOHBVUphnPAAAIABJREFU9dqx5inKktGJmWsOUXUG8hRpZPNC50SYUw0NSf3/vPh/rK6SqSCDscKktKCEigtKP5SGjCrpyf/Fl/ZB3KlFNULi/VmrNljog7weO42wqgucVOY2DRFhcd4utaOgFxup2sWcUkzVyQxGjdGTAVdUr68D23T9OkirkTvo3N2mEQHP1A5GuE10p7DeifM2YF0d0Ul3ESgg66RjhFXXSUWALwdAMv38KpmuXgDPVBk28KNdr0BSkCWW3CYTJUwQwBvCgB6oYA25z1iSDm4BXXuHdsIFVYz1A4VAVJu4MV4vJ/XmpNrX+j2rXYtELQTM1Zv6vZbrS9txQZ3dxYsx1BYTHBw2SlbxkjP7XScR7CXpbQC+mWRXSiu5LLzXanuFX3vFz+J2d/4G4Am/ClxySd3/7ncD29vAT/yE/H+rWwEPfCAuvvAL+NNf+iO89UV/gQISLYbZ7FSF6cyhARvRXLKLNr1O4ot5KA+SWFg8rSl8dy1pJR0DgFpbarQB2v1Dv1m4gQNZYZxw4jE47nqHcNEnL8JvPuT34Q4lMamFdW1Qr9dn0GZjxZglIs8BKvdndcQxUwm7yQS0auJ9naFQsFvM5rTETMa5R4DF0MLVmxO2aMQKE1Y0YgI5TViRANuqU28OgPoJVNOI2QMnilVZCpLa/0ZK7i1uJpeUisTRGp0L9K/ShkoXDtKOgl5sgQN1YgnIwM9ZMzKYfQ/i6FlkG7t604irTCAye4VlmTDJI6v9y4mBEXU0RH3Godm8WQK8cC5Qz2slvTiwuQGyXsozwEthPXcTOgOYnJWWvrBCkxORD+ik8TpUgmSZWAREVT013GezTv5+NsgtabVxtV5jTwmoJwcPiYJ5FGaESJ/XiTBL5yRSCrUwe2aS3TT/n0QD4ATrAIDXq8827uu3YUH69GNayY6ZcfpdT8Mtb3vzxQQndt9v/s5b4ltv+zXilPK+9wGnn16POf104Hd/F/iqr8KXPncpvnzZVfjTh/4B3vGKv4YFl9NKCXCcR1HDEe13zf6wDlQpRYeUP+YBqZqlAANQr2NNAa2R/qw5UNbjKtMkrlnCaCWc/cwfxVff4hScffv/jaJjy2vaxcK5gITkcLXpLamtKVcJs0p98Hsb2FqOTT/HYh0bSToprSBfRvoyY6LjfOu0S5UmlCrpKR3IMD+ACWkSSc6c3daAxOgRO+C5loiLhSGikNDBNasdr4iXOEEYYpH0itj1ANSkFjSjE1ga2wvtKOiFFrOoxyBZVhUEJQKXBE9UaxJfCSV3LKsD2WBMdb0nBksqTQOtJbBb+PUS3pITS2O/1/9Z9zsAUbdEVWfa4O6lvNpx4hWTaMIauQHO0lw7qi20z3Rgs64bA7DXe9cJXVUywgVGlZr0u6mq/TvYN2It5WJqTqDaeJYmzyYJKbYEwAqNHrT1ziZL+zYB3ZLXpl0LIhn9j9Nuhoc95UG4zXd/C3DxxWIP2tTGUQDv/e8H/uzPgDvdqdn90Q98Er9x+5/GZZcc9vFMjbo+qDVdla8fLAAex3kQVZ2u3oTuu47qzSRlv/zMHvism0y4jCBnx6M7x2gAAKaE5//Gq3H96x+rgCIncFHbYNGx7N+WWhV6HxKCFhRnqlAxXHfepqHPTa0ZzCRxHs3Vm4R2fjHm801UigPZ3GdkVVFmJgfBpOBn5gxjnnOj1txcgFrOJwfLpGkPrZ6nAR8W6EPzfungQ+Uo6MVmkxUQ6+gK4rQCSGor9dgUDWGBJ6jlmHvTPMeyJpVOVQVBSYzNMSA9JJiuaogYmC5cb5Mpofmxf3QfAEALfNy+IkPnZOYanmBeVqre3E5rib9RFUZ2bm1OPQonrGgSiQ+ocTjJ9kvIwlDk2lMyt2R1cokJqDODpyDxzt7X+gV6nEnNCcilqjg9EbU6IJQCcK4hJMYtlwLWJATOuPSejYkOBnpm21xMWB22RceMSAAPAm6bvDm7cw4du40nvOJn8e33+J9yzs/9HPA7v7P/Oxx3HPDWt+Kq/3kbPOV7n46L/u0SgBJ2j6zxhc9eKseog0qTN1Nd5V2tOQTvTKACWwzViWCXw3HAXI0ZJb/SbY+tQOMutZCrxuc1KsfGQaVVfTYp2xIq6BTG8Scei4f88r3wwie9Hpd+4SpcetFhySxTCnjKQg/WYwug0KlYuKpwN6iZZd5atQXtB1NreskmdY6zeMdcq43I/+Q0RUKfapoxL0cWVIROWwiqPWGPi7OyQts0emD6FgpAwFZQbw6pYFUKioEgMRKX4Pk9NZJezMhitGKgjClNGFTic/Vm9PTODJ7YhYQZTTgKetehaWZyAGKs5lInIyDgFVyam0S1QaUZAS9WACCzXXSccOuCvwehN24sAl5QgS7b89j/MdOF5s0VSY9qiMImW54B3kbQU8hPVFCrLOg+kti8oajNkFOrrw+hC55NnbDontyHLlg+vppQN1W3bVNx5iRenlrTjQAP6nVGxuyxDtZB1ZSS1jPbIFXFxlJaZXH2eXwctaDae1f6tZZBb6NHJ4Dbfc+t8chn/hhOPvXGyDkBhw8D3//9wN//PfDpTwNPfzpw61vv/Q63uAWuusHJeNz3/ib++W//BQBc40HRM9XAzqS1WOkigCGnripJjE01NaZJ40AFMQOOBjS5LuNzxD4zq0QhBz8AmttSTwnbFwEw2v38ORgn3+yGuPV3fgNu9FUn4eorj4jnL6ChSEXoBdAkBZB7B4YKQBM60jdX4+l7me3R/AQ0/MljimOfp+AYZ9LfEiPdMc0NECa4lEfqvRlj9FZUAIb+PyLG61mhLqERuQG8NmShfrNJgnoxJnGIGy2fZwS+VNQM0j7n/F0OhnpHQS8240KB1qbn+6th3rMzTFC1J0PYzKTZzlONy8uBGBsx2JQdYROBN0DzY7nh2GSioKorAAc/d91nyAb3ZEOQ9KYq6QUu7lqBnnpTlSLLqYgEWEhSEo2ckFRn7zW2dHLFckPo+qM6+/Bi/5iO3wLVqRjwZXfmMMcFBly6ig4tQCXui44GBwK9WnNtsZUy37fBs3Ix9yWAqBbjsP0773s7/Oorfhb5z94KPP1NsvEDHxCvy4c/HLjjHYF73xuf/cRF+OQ/fmrjK1zx9k/i9b/3e/jMJy6egxzg86N6CyZVW+aG4bAyWSCqad6M6bOMIXtKetDKBpg/QwS6KIUbOGuQeQN+4VVaUAwgGhxf5BlkecyxW9i5cgf/+rGL8ZPf/QyU3bHSBw1jQLbMCcUdV+wbEtAyVwtetP5GjWu2PpNJeBqm4A53FptnzLpldepiWqMmaBH8nMmEa46g9vYh0IAtCH0A4HF7kU4UIjeH2DE1c0sbsmBtUpvewJMwx5w0EYZVaOgSUCsgV7pILS04QDsKerHZhNV1CmmDONcsEqIeFI9OgqZTklxllQg09fKyA6ZlP+9r522S9lovpU7CC1IeqA7Y3pHF6Sfbc5MmpeCaJT1KelY/iyQTgxmvVzQu6uULCiYJTZf/1cZhA3rCJJKeSpVjSgp4VuFBKjBI2EJNN4bZe3c/T1nWB6pLImnKCTQlcMoSd8SWloo9o4YBHwD0xUPblzyIerPWXNvYpk53qsRv0bMyJjte2G7tO++ngPcnfwycdRZwi1sAJ5wAnHgi8M53Are5DT77iYvwh/d/Nt7z5gtmjzSvWZeq9NAf4yEGKdjjglozAp45cMkFqk1PpfIo6Zl92+7B5nByEENNX0dNnVF68PN3iepP1H0uAQZpOiXC0178k/inv/sUzn3am6RagmmDUhhbCoK8HuGivH0/KPBFpqoDPbZ+n3SMhhCgWJS3MZmkKOV1AekbsrDMmUlUUGwAT4BmSDVMYUUFKzBABVvqybkVpD0DvUTS/xHwIsMcM7JM+p4jJRRKIumlMlNx1vCm8NxL73KAdhT0QrOCiwB0YA8+AUhVYZahwTOnB1dj35az6NzVhkeB+7WKCjOwi/a64GJcSwvZj+uxKvl5FoV91JsA1DNNBiUyezYFSxzrmRZoVLWGcnooM+/NBMm8MCFhhckD1Xv7SyFySW8rJ4ycscoTchpc0rMyIgjvVrKmHnKAM2mvncxlIKTRbBlFuPiQoUWAfnCpjgBVM06IaeKc4+9wqUryS4OmOIGKNddmrT+/UV8tgFsfttA3JaACeD9fAe+ss4A//EMfxxdf+AX8+rc/Dhd+5DNqe8tz1WHzXEFlWTugfWa7f3RmiYBnleyj05ae44DXSHpws0K1RVPjran4ta/dpmonjfkQSZBS7UtZULX/6b7GBqjbCzNe//L34lOfuESBOpYRy0oLSpWKbUyNdZ4QoAnqk95/zuCQnouUpGqIXs8kPEuuAKumsBrcjuo+AprlyWnKoPMj5u9tgE6Z5xyXDGSbkxpgntY4lNaqBZK+WtGkQKgpykJkeFN4lhZAL1Zf0bFVEmFCEkmvLKk4JcF/rMM5A7yjoHcdmk1GoEp5QCU8KcNiYEizZ7gtgkyNkisRiHp3435DlXRY8lSVbEoHfK7qW5J2DPA6R5bojRVmJ2ycmZQnnKXq7JfUmgHwLE5HPLbkQp6GTKXAiQk5jLoo7RUitRtml/ZMxdmHLsTCsstqziVpz6Q80r5lV/lQSYE4qX1Pu8aXXutwuY7QUl7m9gBTWyllVpV3e40OvKZmpy4XAM4BI0hdeu3vvO9t8fiX/+wM8N70h+/Gm859J8pY8Ll//XxICZbmUl1svRS36Rl0XxtwnmZjvIYe6PkKdFXSQ5Xq9Jruedg8V+imfQgbA9L/LGPdwd1CEeTJNW61lfaire+44w/h9Nt/Pf7ibR/Gn5/3Edk3ZKluAJ1aSj2JJdcuAcIYF3YPb0DHl3lzUmpq+81fQGOE7f+pph2jHHwFTMoz2qL0BKmlKTz7H+08ctpi5gUDPCBp3s0tGkWyA+MQycw5ZGnJKNTZc56XhdGlA4Ce2v9LIqw0ZeFuGrCVRxyZBqxSwW7qzCCmjtXxZTl6j4LedWmBK/V0XXFfYz9IMMrlg7SfrEYkIrerrVflNCrJ7phF7tYBrjvOAC8c11J5ZZf1mOpSXPRx2KW5DG5SjmVq/5djikt4CeK+LGEL4i1pxSP7e9jSKy2H5+bZO3Xr8b19H9XzKMTs9X1PJob2/WmSwX+giagghO0g6lDgOgPe7b/v9GXAe/67cM7Pv0RPJ9dC7Nk2OQDM+q0e24eG9LF2cqxdgytwRVWmAR4tjPGoLYjbDtKIJFFA36VRuo7vqFKdhzkw47vv/W34oYfdCX/3/n/Bly+/pr0G05w+9A5Kdu2++ffuxqB1QEk1XnDDuy2ue/+i9ivQzh39f1P4UzzeQoly6ETTIpt5NAU6YfY6CVUqKJzdqcV+TjvCY2dmycrCgS6g0gd5TbXp6StzCF2YxSQfoB0Fvb1aM2gXBmEi8ewD4HE8kQD014iGe2CzvWIB+Dx2ZtPH7bftAXwmkMwY6jjAEdcL0gJQWJWFrITe8un1wNefA6D1Ztvw3Ny/w6Z2kMFu6jjIN7JgdqZUufDr0g4Klv31Y5T4AQAvSo5EhF947k8iv+mNHeC9ew541nq1ZeFlsIu2uv5ZD+gdF8e4nNe90z7n+vGxi1STsp+Nb1asV0FXNBx1n/B91EqC4ZzXveJ9+Kt3fgRfvuKa9lqL17fnJe9j7lGcxaOxrm9uzFWFyhzGpjPRnSQe7abxOjMg2/O2tfV0ASUAHGG9IWNRU4Flr6xG+5z7/3U7KO/0/5+2x6SaAZpts7ZHzsUDudNuIvKbTg1emvteb5/m1RNCAPqSp6Zt37Svz9hi1+olxP9XWk9c5eFmxxyI2Nqx1+a4JcYG+L/svXm8JkV1N/6tfubOvsCIMAwSIIiRBI3oKyJq2FFfFRQDxvgjILyKRlGReREwyMSIRFwgouF1gxEJ0RhxC8qigIho0FGCCnFFGJQBRRxEYOZOd/3+qDpVp06d6uW5d2Ag93w+93Y/1dXVVd1V59TZkcRdpd8SZJ22x4kxLdhiAbbYeglw4YUuUkogeKvKfZVQInglqApzvu0ZQp8n2+tlpIKWzWFbXS49kdc00S2cSPPdH3klnvy0HQEAv7nrXl+/0Ac+th59tI0tSgCy8qYpu7Dw+zrwiiZBGhdSpjsGrWgDJy1KJTttuECVApVgzDHNED0OhcWQXWu7TyvXrmfI2R36Oljq3J7tJoBqV7onIaATriLx45xiS/s0qZNukbjTX5CiGS7+jPeojRefOzYMaXMAYUvaVsSaRdhqK6Cq8C/v+hxrZoxxa88i8/gScNGpib5h3c/i60wv14jMEOI3DkzWG3H3r3+P++59oJ2Q82MX9PmGHMaZL/yciH2he1JdMA43OBJj5ziAb5r5ui8Rukqpo1mIJ5DMmZR77wMz4k0OxDlwnZAvp0wKBnAisRH8W/YpPujlk6OuDMdEok2KsEIyabLcNKyM9FOJpRVTPCNO3tSAJf5ZzgWGUxoPZTSwITnsyOvjSCZPMvgYgsyHICqEIXP6vAobvGy+QoMJOB+9ylLsziaYJDvdoY+ozv1wgGQc2QJNxoj4Dg2cYRBLLGs2+vceDFyaNCoG+Vm5m334OASDA1dPiJbCmOU78HXH1QuS+DXQO47QuJjSqJsoQ3OWSxv878TdQEPCJaMVrr/j14B0XnN9Hp17fR6PiUr+eHyuByTtFUZcF2Vh2PeP4s1UTBn7FPxRR75O43R7MCZEWnGuEG54FgAai0WL5mH+gjm4647f4YxTPwOKvWlozNYZUASd36hyQaGNcedNFTcIPp8jjA3fMAamb7PI9QHsPS4J5vfEHfp3G/x+5Xun90jv3eOFgDsErojXbXIOvw4r71I0yzSYbWrMRoMRgMoYVNbGsGQeR0xUG0MYspFxSaW5Pi/h8EyFyitAKZrTpBmFOjJ8WbDerBo/74DgzsTG2Hcf8rByemeccQae/vSnY9GiRdh6663x4he/GD/60Y+SOtZarFy5EsuXL8e8efOwzz774Ic//GFSZ/369TjuuOOw1VZbYcGCBTj44INx++23P5RDSaGvEcMMbL4wro7v0QxTNfSZAmS6ummEN7zlBTjtXYdtsvanBR7Gd/9og4eV6H3ta1/D6173OnzrW9/CFVdcgY0bN+Kggw7CH/7wh1DnzDPPxPve9z584AMfwLe//W0sW7YMBx54IH7/+9+HOm9605vw2c9+Fp/85Cdx7bXX4r777sMLX/hC1G2mwRqQTx5xAbxcTrokfJGOIENUDX4/bXbYNdMwLp3r00nKx478Wqgvzy089xKv5b99d2yVJHTkUHsfPILGVqhhUDM2h87dtQqNr9/YyrddhQgMDYz7s3SPU/i712MSJ3oU3kc6Rir3lnr0Gcg8XUMU3DCAF6u568Q5F1dm1nfSUCXdhXcC9YuyeHD9T49UQvG60AVRSqHWe/hctlm5lWuBnsPnNZ2L7O98nscyMf/p2zW8HOnRn0viZ/wzeLlJ3BMKa8WPz1jgw++/HO95++eTsWf95uNvxLgBNi8YF8q/YS+xbxW4w8C5C0hyLop37coQcEq8lq6ddB2ZFLd4UZL1a7OxxuMBE4xT5eqpUQWHc5cgNsUB7i+OhRJKu7YNwyERl/Df1Jco5or9LX7bFnhYxZuXXnpp8vv888/H1ltvjdWrV+Mv/uIvYK3F2Wefjbe+9a049NBDAQAf//jHsc022+Ciiy7Csccei3Xr1uFjH/sYPvGJT+CAAw4AAFx44YXYfvvt8ZWvfAXPfe5z+3fIZ0QHkC/oxrrgrwBC7DwlM7WL0OKRV1N5JFTBND4JorVufTRWmYxO1EZHqyF5vtYaE0SCwS+JfXnDXBNSwhhlpG7yVZi0I8xCg0k7wsg2zmcGlkVbaZhMCKBVRRO0hiOetZ/gNJlpEUzakb8eJ7xFnNAWvl90ZBNcEv/4m8KL0bgsTN1E5EmRL2pPCAi5U1JOXxZiqIYX2wLGIIoxFUODoj5Oc5OokIlEgzUhOayT9Sa7v1aItk2Jk6EEpYAjfFXlsz+1cLBJlokmKbfOpty1Hcr9M2onNjaN87OEFy3KbOVu7juxuo9b7MWTNs4rP6eTsfknUjShTmAbHponkmAuXDAHR716H3zsA1/Bb+68F79Zu04QXXHkc4r/sQSvaWoh/Xubyqh+esG5PYR1i2J4Y03EGTRnidAnYnqwo/sLG+qWdRTxjBPluvXojpTl3K1l56xfW4tJO8IGsuv2m1sidjANaltFlwUYF6/Jv0q5kQ73+012Y+PmOOAKT4gTvNAg/OZmAF2wWRmyrFu3DgCwdOlSAMAtt9yCtWvX4qCDDgp15syZg7333hvXXXcdAGD16tWYnJxM6ixfvhy77bZbqNMbaPLWhDybHGnWtfvNnEattSHBo/XlqGnHHnfE1KZpXF45U/s/v+M0TeEvXDNhRxyIYGPCTjnWMaFOqB/uM6Fd2xhstBU2+om3sfEEi4gUDCbtLEzaESbtLNTWYIMdoUbly2dhgx1hgx3FOuHaCJPNrNBWYw02NqPwV9sKdeMIZdP4yRx2+2zM2uLl4w/X+HtskHAi1m9YmjqJY0jfD00d60oOTf7xehzpkC6YHIi9s3z4C47Fo7QOhZOqCOmJdhsXZNiy6DGqBaCfk8jG1rAyKs//4tyu2Rxvkj6kbdNaqSPyZ5sM9w3g573139aXB+7OrQnT8G/n1h//o3XCz1v/eFvUth8j1Vm+7RbYY69dsPU2S2K7NGcSPMCuhY1Tk+AHS4QovM86/YZA+OYuZFs+F0gfGEKMsfkEP0ds8n3cn6HvRO/XwvWXuD2+dtj64jjBNA6PhM1jY2Abty4nm1FYz7UFJuFy5dVwm+UNAU+M1D8iapMebxBXqNd1OKKBibioqVA3Bk1TOWIccIXJxtZhSBpgszFksdbizW9+M5797Gdjt912AwCsXbsWALDNNtskdbfZZhvceuutoc7s2bOx5ZZbZnXofgnr16/H+vXrw+97772XOuEWlz9PdtSEND1yCEFjGbEDEEUSfDfHU6nQop6Vcilu4ccPGYiW+AsT1jMDhpxqmfLb7Z39JCZndOREAxaeyBlM2gqVHTmjE2sxYWtM2hFg6mSX5hxP0/dZM24vmex+MTTWYKMdRfEmm9SB0wsE2YjFyN5Hg3QhN4DxRgLhXQbEZSNC4MSAiCAneII742HHgjFCEFOxgQumw/AAzBJaUguZEfwGiX9AhYsM9yhieyLmgcOsEcKi+ZBrxbighkUAofiPxkaHaxfDK/ZbJMylQMpoyPexia/HGgT/VeuMtkxtYUEZyU001LAW8Ixg/O25D18unc65ZD6Kumzk7EIKKXecO28C6x+YxE9++Cscfeg5aCbrlLtrqC1Wxol6mGs2boY5IQqGT8zAJhC7yjdpIBcRXQuh8wyJ9li82I2TYf6augFm2UB4TdMAdRUkSG6tEOEzgVM14RzB2NuyDbRtfDjFMGwTiNUkDDZY64ifJ3hEEGmtj3xEgcYaNMaVAS5LG2VyTGJvei4vEr8Kk3xjnKhAkOBBbUPcBzYbovf6178eN954I6699trsmpRthxiXLdBW54wzzsDf//3f58+RIs0g2mjYxKdkjk1AooZ2gICzIqprJ06iDMp0bwW/G/MiTks7Mpuw6Ymok+/MDBySMH5RRzwBcr61YSyufgguDQgC6nZLG5u4GyPZe2NNEHM2fmcH433ulIlFIgnaxdVMpBlk9/4vI3aJ6AJxQsP1MRXHWPZu2HvynIQJO172/Ujsx0RRIbWQsMwMFpOmcoSIz402sWCsFB2UJcigyPRJgpVeJZ4xYhxdj2eH8UYibqlNT0xthSi+58AtPll4vbhzrgUBRBSBNlVst6mcSFNwOWHuw21SrLGJ+NPAOAJSeX1SIvL0dWjPIeafKtJiBC+KNy2qUYUz//lI3PDtW3D++69w2RLo3XFil4k2xZikBIHmWNPEzdKIfT8ieJShommcFSvfgDD3Dx5EwDSIYdpoDte1C7NH0o0mzvGo44zEwHG+JpOQEG4yntAlnJ41sI2TAhFBqq1BYywaeE7PqzQaT6gaa2gXjknaQCMmh0XYHDP9HqQoMxdvxo2x0OkJwteX6G0W4s3jjjsOX/jCF3DVVVfhcY97XChftmwZAGQc21133RW4v2XLlmHDhg245557inUknHzyyVi3bl34W7NmjbuQiJXiLspdcgQvkeEDQb4ekGgTF0BiCCB3i3ySQexW+B/yMr7LyT5+oTz9nSqvw4RD3NWRLo7EGDQZ6Tr/40rqUD/cH0UanKi6P9q95ZO5NKZ4bhkRRPgewaghvHP9O3ADAxJBBrNzcgvgf3St7S9E5Kj0PyAri64G4hlA3i8e1q4NwvibqK9kc1P+Rf0mEwt7A5hYh+ZvbAt8TbB3HjghXi6MP4KxiSSOSDc32rzoXh82I3hogGaywRc+dT2+9uUbxVoHe67EAS1jS/TEzGCIMsiHeLBGuHj47+u/feIeRZkpkrlYxTqkN5R9S945jbtl/UBwR6EOW4sM6rCm4xqPhC8ansTNb8QpDauf4pOoC2wjeKTTc/00jluVuI3G0wMeVqJnrcXrX/96XHzxxbjyyiux0047Jdd32mknLFu2DFdccUUo27BhA772ta9hr732AgA87WlPw8TERFLnjjvuwA9+8INQR8KcOXOwePHi5M93KJ1MVMbKI+JsEkIYLLWYQURCKOUOMkHSSBA5VzKrClrOFQFs4rLJQOXKhE8IHhM5ciOTcI3tzpLJnFhgpYSNK7VlXV7Gub0s4KZYkJoSXk74BMklSJcQddzEhO8A5MSOQUKUOv40v0xIhOYaVRFgichy3WDRYbxECLklqOVIOp3T0hAmbhjYps99vEj82Pu1/L2r34AjZmSEL3w/0sPZeDRsrdAxbm7Ea1AI3sJFc/GcfZ8IYy2++h834Oc/XssIrbJRonECyVhMo4zPv+MwPqQSg+CvS9/euv3+AAAgAElEQVSf5dTU/gz5a7J5EP0k43ePG+20LyQRkZwxxwlyLUmc4Oo5kTcRI4C4OwTDlkCw+GaZrfMaERfUCqGjewOhRIHg+f6UNvMSF3TBwyrefN3rXoeLLroIn//857Fo0aLA0S1ZsgTz5s2DMQZvetOb8M53vhO77LILdtllF7zzne/E/Pnz8dd//deh7jHHHIMTTjgBj3nMY7B06VKsWLECT3rSk4I1Z2+QRMn/TuLfhaqWLQwhMmpskrSSXzeNF0Ha1JLTLWgjJh7Kv/nRS4NIzBn+m1gvTnqTtMUnKYfaO43WtvIWWF4Wb9LoCmSJRTu58AoS14SKlTmFtHsF0XLTiv7xxSoXrP5eOBJiCEpAwpUDEZFIR2wBXMdCvxNryZIDNwAKbFBoOBV7UT+D2DMdgwxJlrUVGvDjJ+6gLTIIPaPy+hyyygwEwP3mY0djnSUoBUgOnE/VvpWmec8tMsmiE4CBd7KmPjXWbSiImIm2Nf89uUl87ot2x8uOeja+d/0t+MPvWSxNvmwlweO4QPQ/vZ6u/fB9tHB4bb/BNj4a+Dli/bON7BvbQKCAU1RJklxPFo7gWQuy7iaOjoAngQUQODXA4wPrLb6tR0r+Ho4SqQ2SBrnzuCnm0NdloS+n97ASvXPPPRcAsM8++yTl559/Po466igAwIknnogHHngAf/u3f4t77rkHz3jGM3D55Zdj0aJFof5ZZ52FWbNm4fDDD8cDDzyA/fffH6tWrcJoJBQzXcARF7PWC4GJk6o+6gFFUaiiPL8YsBeIoZooQkXl6suo6OFc+23iZOJHy65Zft3G38b44Lu+rZD0UUDItMCisCSR0qkeuTR4mX3j76EoLLAIoYZItm9MjKuXRE+H7z8hPiALlWTDO5DvxSTfz2q6Nb+TjkGmSbdnPLIWehZq3uTlCedDxIIbXwA6V+n7l5RLboraBQJS7czawJG2fA75f3EC7/utjTXLzMC50VDGOBL6HURzcv6n5zyKSpJIFuxbi75ZY5y6iPReVg8+7coZAjQGn7nom/j6FT/EH+57MKxp9wxEwkdtWf9eJEHkY6nYpBTRcuykde+afy8ta0JhQ2YaZBvmIIL2efsykWiQGiAeFZySrJ3WP+vxA8XKtEnAeRkcmjKpjPxcdeu+SfCKvIeHKiMiRxkdJD4iPBHwHlv/GW7oAQ8r0et0moVbaCtXrsTKlSuLdebOnYtzzjkH55xzznR1LDkW+8kmdoKUClwGgKh0BqLhSQmhlTg9zsIxTo/75BlRzT2PHRmnpwFxeoATa0SbwEqNo8c5PS7a1OpFOb0JQ4hj7Dlzk3voKDi97OEkehacnhZySwFO/ML5gMwDxXLiCBOLX484vWFAK4dH7XDETUfP6QWjFlOlXBR/HgjxNinhY5xeeD9SmsGBc5m8H7xvHBp4hOZzPdJQGWGWIk55nrwKCyxcNBdv+8fDsOrcK3HTDWvw67Xr8ueXCJsUbWb95RxWk5RnnB7THaedFBsfFOZeCEvm5ilxeoHb430Xy1Ll9MI9ynk4tnN6GpCIMubZrDCrjwFWD7DJDrhUqX97m4UhywwUoA8+1eqMe18PmI5sCSHIdBBpTTN0GXpMA/TZsA0CzaryoYK+hPsRAtYAGydr/H7dA3jwgQ3pxYdgbgTow50PhM7NT++GpqeZhwJaMy2MAZuNy8JmBUI/4xgmtsM3bDcXImaQvxET8bgLSbs8En2W6oSJeBLxJNi5FzvkfU5/Zvf7HbRhRxJvEqQJIyMS5ulBCOi+xhqfTw+JeHPSjoJ4M72vSe7Px8FYVr4ZblukYaxMbFaZ9JUYbyxAvmwDxJuhzdKuXyIiztnwsqzfJhFvZu0C0y/ebEGaicFFH/FmuSFdvFnKwiDFm4Jb6hJpcli4aC7mz56F39x5L/7hlH/34ko4X1Z6P6E/FvAuAQZgYk/istNnOXck/71rf50bFnnxpnuEIs6UulL+TICJyJmMU4g3ASbepLGE8YhHauJNDSSuaBFvSi5pxNbzyHKcMWwTFzIsBFWKIurkah0GQWzbE2Y4PQ7cgi7TB5l0oScJOv2iVCz/wvWCeCNkTQ8TkyHutsnq77F0DkDV52UTOj0GPxo22XgGY5n6Q+oA03OWbJItBv7H7wk6PWmmKic3fw+GbQpMes2VmfgX9Ev8W6WbkADcslEDxeoxERNyVxUgEqGSiIzqcH2ebFcjeIPTFVWd3EEpziN3tUjmMieg/v0mmepjw9mGjuuebHKeznMt0XKf1EJvfssL8LZ/PExdM1boE914WNsJARH95mOS49TqAeFbpbraJh6Vv8xKtg1MPpfdezQZ7pC6L76WVH2Y17VriaUpw8KI6ep5WqCQmxOUoaUJmVsqI8qQ4hsgxQ++y5D6vEy3P4DwzXB6HOSkZwjS1LWPbuGdLBunVLaokRi6hNBS0ew4IATmrxNTq8BzgOJD0set4jFJDSLrFSaDNelcsHCTycJdoLQfLh1QTDE0YepgxKKmB0nem0sV4nxsvLWn1wkSJ0htzKoaVA0RQYQdpaZQ18YUz2mzYF26Jv9+s9RQlFKoomghxjkK2yakfInRVwghVanOD+hHaLijtgDV0pOXc3cXKIQu3lAmohkizg1YisRNtiFTEvn24j1sQ8GNV7g0g5f7c/o+iQELI46l1EKBK6ajNmZr8f8+8BUsXDjHzYXGwoAmGX+3edqgpDyM0R/566/g/MTIf27krU/JSMo15OZW6KJ1eIIM65Qg4IELJUvfMBdtrG+9JGk0Sjfn/F1XhFcifklwiMANGc4w1n8X12+XEmwjZpvapw0CGhvTjFVogiFLkiS2QsAptHkO0iKRf8+lIbIBx/C0QtHozb9H/2c4s2DScXXBDKfXBuqOjiEDIEMM9Fs1YZe716zteCztaosft0XunYk6w1GKLHXEPkJO7Gin5q5Li85uGXxRTs/HxuqMY98iHphy6lws1ZYxoYOz0sSOXfq+zCeubUfPA2G3tVsieARtjvOyjSqd44NBrpsS11S8Xx7l2EzyjIUL5+K1xx2IOXMncNdd9+LnP70rPNdqbVRifZW4Nimp6azXD532mR/JOUkBkmczkWrh/dqh2L3H58nFm7rUZyhEKVAq5uwFA6fqDNHrgszUuMknJRAmJf1O0gqJtoq5wWw8tuYPGzi3uC9L2/1NyyqpxVThDujZtR6z0PahYqzOlHXZGuIoJYjl0JE9XBMddhGMojix9Hx3UzvRUOZpAk0h+krJrWIqIAl0o6yF1vvlUdGPsWc87o+W4tl/8ScueLR4rtHaaMT66uqXDC4h7+NcWg/oMz8669rICaqWyuNAj2bkCHlaspIleB/QfHp7w8Dhz4g3OfBJzN0OtJxkJf8qXx8lH0FO+KxF9MwmmQOvG39zNwPrf1uqYwDyTzC8CaMQPPD2YugfCcE5HcanBvET06QuC9E53aQpQ2CiA2qSY487rfuhC4d52V+VaGtItRHvVgPLIuXw96GJ8NIK/n5GKHkbFDos4SiqMEfanN55/E16Bg96LW7Q+wdkYj9LJvSdzulN5FL8vLZctN/AcTt87I0Xg4EbXXRwo3DfJqkizO2DLx7/1obapgIHc+dO4MEHJ/HfP/wljvyrD2LjxiY8I4FebgrsPj4O7RuwDVSJayvq9wu/faHOLXIpBU9FlW3iCG/522isDIcEPIJ4bvhnsya8a5lPj0BuarlzOuEICidGVRtbYWSizDdEeUmiN+kEL0stxMaUja0HzHB6EjQCFq6RsUPqm5NdF9eKIgoGWSJZSfzUvg6/XpoYMvYmEP3t3PV4zuNu0r3xmlgQqLL7W/vKzvkC1XyNkjBUGhcdOJueq6FEGEpiUXkMVodMbChFiLysJA5TAmCn1/twyX7uibFnkggCyfVJKOkY6VrJsjXRWcY6MtErh5xo5XVGVYX3nnMEXvmqfQAgELxQl3N5AEIgcmo/2eDyZxWInP9LuKpglCJwgvxeXPzYRth4/Q4JQ9ZfjQAC3ThiAFDsTfe4qp//XrL5jbE3i/UZ8eS+vBwoIXZpQ98FM5yehKDcNm4xsN06uCELORKTgQQsMpNwrueTOiUBQckMILNEUm5LdHulZvl1WgOc+2MgDVmA1G2BlMxAHoasMjZGVYANKUSoLhmyqF3UxuDHVjRk8TeGCDSsoWB+TmVkyNJH8lTiiDSEzzk9uq+xPiRXx8NK12OuKP/TxvKkXo9VTrrlAsehRavRm2F6rVDIRa7CkCVpk8psasEsDVl4fSDXZytzpG4afPFzq/HjH92R17WIhiz0qphRSuKiYAxU1wVuMMMNjyrGQRFuIAM1wgnc5QCI86JNDErPpPqlrB6aMRGdhzLWZ/HuMkOWrP3y3CJDlkmLzJCl7R7NkEUjfCVDFgnWOAMlaavQV7o6w+mVYICcvCtii+U7ywK0JkBUbi1GV+iAIbqxWkzMJL5e6R6F02urH8UqvJD95mKL5NzmXF2x8WmEPrtvoGws0qftLk5vU0CBELcaXXAxcWmOa5wI/3Z9DXoAwDo/vL2e/QQAwKWX/Fc0WpGgRuQpjMFDHz1fUX/WttGZTud/EQEmOyfxZqn/bG2puGAMvZzEExKaDu4u1BPizZKO0BTLOx8BYIbo5TCd4k15vWNRF8WbbfXaQNZrqa+JN9Pr0lhFF2+W2x8+1XoRdlGeicZ4GpbOB/YQb/J6MuUPF2+2wVBiKPs2rniThcDTHe2nIN5su0cjcMBY4s0XHvJUHP+WF2D+vNn6nGBlmXiTt99Hz8fLNKLOxZvJAEpi600o3ixeF8cpQJd4Uw07KHSBJfFmohNkxzaDtxnx5nRC2DWxXawCaSqWJik3JWOWRJ/gDm07lIwQFuomMQupfmm+MGVwyUqKl0sltAaUWojqA/oOUE7qvG+tj1HB9HiPAPteDaXacSKlxJcNmN6deWizxQLUKJFgWMxNnox0EHBxLTuXhC8RdZJRCzNuCZFCCkGqs/E0zpdKJc5WmZjWJTm1Bskzkggs/hV86sLrcOXlP8T9929IyovQYdQU+qxxeS0xdAPw+LuJIZEwdNL0uvxda3UAb0BEgdJJ/Ck216VNhVwXXRtHcbQg3VrVyc3JjXIjHYSnA9qYgQF4Y4bT49Am3sg4uAK3lzTXsnik4UWYoHwhpsf0fn+NnVNAVpVDauH62gifNGCRqYgk8ZIET+bR48fOfHpyrH7SSyu0cC3U9++7Lei0BjLqjnaN/4nrhu/iuS9ZG2dWyqcH5GLOccA2mTFLVsXanOgCiXGLdM1J8unRdUlg+DeQnJWw2gTSb8gDTC9cNBdn/tMrsOuu28Ja4K4717WOJzNiYW3mkgB23kfUWuL6tPcn8+lJ4MZOdAvX0XV9dxm0ALQ28vFLFQFfS8n10F7+7BhQXqz5ZINczqcX2lHy6fF2JJdnZX8sdELek/DNEL0SaEr5EhSu9QlDFn+Xmy+GIes61+or10uOoFoYMiB1QpUOqaUwZCUw2qobEoYM7Fo2gIHEoo8ItEVUmiVhLSHIrucPjbvZBj25wy7ErEdyifO6dxgyIDVgYd3TwpABQF03eOD+DVg/2S5t4FAKQ5aPgZ1rDvUSSu+pZWMzJDj5dIchC+2y9a+d91HllYJOcPwh1zsPOcbL1Hv9uQxDlsFQ3Jf1dwYiZJZQVVrOQUatMGK3FnZxYiFxxKBM0BCeDCnzk4XnovqIdYlwFC07Q5kNbWmTLjtPrDjZhEZKEGMw6dz6k+7lfzLbgiR2tueEzhZuwZIwRiQhkaYBrMh43xFfM4C0rJQicQklh3DvA6pyUkBiwVkZi5e/5RB8eu1HXNkDLCGqBLKsBLJg09yCM3OUl5m9WX2NC9XAyk1eW/QTXxa+HVsvCxbPw9LHLsID92/Aaad82hmtsHWg/ok2oh7N941HUWGEV43QUgqQndxrWDGfvE38A/J5oc0HTUcow5ABYQ5n/S1spLOITCisrQTXxNibVUa0cmJEcXkJiiELQxtN/40xkOCsrP9ibF0wo9PjQJNZcVkI8TWn4rLAQO46ZVy8cV0WWiezheqykAWJZS4LPIGs5rLgMixE51RyWQhJIqfgskDn2c7UICLKzcxloRR7M29TM1svuyxUlcH/XfV6HHD4nsCn/w343veAL38ZOPNMbFg/iXt/e19sh82tqbgsFLMqtLksZAYZBhjHZcEAK05+IbZcugBvfO3H/X35K8s77R6XuSwAoKSx1oiMCySi3RxcFsgWoBT6brpdFjKCVyY+bbE3Y5ccsWswiu4HLS4LlJHF3TuGy0IbISzADNHTQEMIdZ3X0cqHtm2UsuSaO024PllHnov7tHlswxrpQw0ilHZvlC2ZW3Nl2ZJNmqWhkgttwG5NNJwcreReOBjapKSQRS/pCjit/W7jfjSjEVbeJdL867e+1BG8l78c+MxngIkJ4JRTgBUrsOotF2Jy/WQYXz7mHtakoa5yv0bwxtQzqiJGJgbl1z/0wa9i3vyJWEcSI9lfTrxkncAlIW6ASuUcKqNYZ5qwKdbmUugORQhS7dnSuxJi2wV96mSNl4mCyjUZgII9u41ru6hVSyPWXp82jKNWPz9q2/j+WGN95/Ix9H0rM0SPQUgvAkSixnd7lQEalsnYc4CoKrfBJCu30chF8jcVUI3ivb59O3K7XFuZKN70f1FvFdOtJNcrC4qCbsHuqWzBidtnVPB1TUO7VQtUtKOiDAh1IEoTpg7lE6YOHJs6QWmymwoVGkygRmMqFj3dunQkTLQ5qhrE1EI0oeFFTTQ2G3b9pKugMuvFHeHci6hMhchB+D8X6msEjJiObTRy36yuGaEh5M83MnU5JJi7CVGM2IAyLWRAPpv0sohoMNGqmlnBz7+XvukFwAUXABdfDHz+88DBBwMAPn7ap/Dp913i5pmAENVfM7IpIVgS23cROsblcbFxWDejKn6DEXtuJY5hnru2Fy6ei1cc+Wyc95Grcccdvwv3OaRGa0VkWGd9cvsnN+dN5edRwzK+A26tNO634e+DyolohnKkBJFztXyOjUYw1UaXppFvhq2BrSNSDmmkkr5HC05n/e3r1rXbWNd1xCNV5eav/239u7ZVBUqfZA1gR3HdaDgmigxtxC3+N6X7ilxX49Yv3OuIXF4Uf054C+/KWEygTvR5lK3FDSrdGFdw+GbSjIrcnuHiTXUsiC+4A2Z0em0wjgKa7muLpkFMxDj2CdKyMZR335rZjIh7EqvMxCJr2DTp54ha2nYOelR/kNkSuNuCAEM6P3/eCkPdCDSrvNaA1wYH/s3eWLjFAuDGG4ElS4CDD8bvfn0vXvO0E3HhOz4Tx9bCjWa5/uio+J6pSBnoZ+hD7Wom9T3gj3bYCnvvuyu2EcGjpZ2TLNN+A+jXZ8l1lVwAerRTdC8Z1wKXdKuyPeX99gnf1gYlp+++wN0W2gJSdN27qWGG0xOQyfuBdPJXfntBXppM2W+tZYYAxF0J0RHtcpHvVBODjNL8k5aNobxQl47eD4p2yCQl4CATyMbyVEntrjsE2qDCyDSJSXJlGrfNbIFy5vR42suQpe86Dc6+tKM2zjfM5lwP57i6M5YLMSjQ7s+mBjBuUfiPKhz3wf8DnHce8P73A3/3dwCAE/Y9Dbfd/Mv82aAik5QHbqxNNCbdJ7LrNKe7NgKSU3TnbUlg58yZhfXrN+KmH9yOI19+LiYna3afb4ZoUWm/lNXznH+j6OgqWxRzhizrnCOmqaOJVpmO01TG52nMHfhjYHFFT2UZN8p9fMnQRbYn43lCeb8DaZjtsQsfAZgESygr9fvKeSxz92izPdoRkOrD/W4dAseXA2CG0xsCLXoid8ioiD92IBu0IwT9mYgzYgjLWHgMt8iKefKsqOOtrdqsspS8e+4evY/RclP00XSfqybu/D1yEVQf6JMolnNUor6MfpJZgPYFJtr8X8/9c8xbMNfp8fbZB3j72/Hp936xleAl0JfD6Ah+3UkEtfdsjPpdZJbyWbMqvO+Df4Mjjn4OADiCN1VQN4F5YSmvXnE9lsrb4uqO4XJS9J0sQXjPEEdRLs+zdsqXSvigTd8n3Z6Ash1BdIlqxxlT3QDPED0BrWlJrILEmibUSURIQGrG3jGBM4fSrvluWZ2ura/m4yCAHE4ba1iePC7ijOUNqsRgpbZlsUa8R+9jCDMkx267z7mDuiqS6usnJ3fs8nLPLAuhXpcjO6+jPxAAsHirxTjpE28ArrsOuOYa4M/+DDAGq079JBtjB6EuRt/PxZpFi1LZTmZ8U3jPNo2xyR3Oef2NGxt8+T9uwDeu+ZHat0F7umR+dI89z8pRKlfGGNprWjc2QVRuSP+Zf3ct9VCvnItyTHytaOXyPGuvfMmFEWPnlrKtlPvJA1x0ZVlwzuyU7szZBKjdEWMsqWtKMEP0NMgmUuFtsvJeOj1aNEKn16abSD6oBTKdXuGDx/tMVsbbLEVXKen0knRDQoYvE0FONQxZ301AHJeCkMJv4TMldXqMcMm/8ByNSPUOQF0ggqU4i6bCs178dKfLO+ww4ClPAd71Llz1r9diw4MbBPJtIPV60vdwSjq9NsKnQZtOjy2HhYvmYo9n7QJjgUs+u9r54SXfnBOneGz7c/fx8fjNZDZOsVHSCGFpw1SaZ0N0eupcqNIjnZNOj7s8DNDpyahP+Xg8UWabZIqSRBFTuvT0RADD72nU6SUb4+IY+j9rhuhpoIhpetUbE9pk0p3y6s7r7bOhzSlUg5J5sXROLdUd+rwhUBJV9btZdxVIq0yx723GIWxz9Pjdd8S53z4Db/7wa4C77nJ/L3sZsGAB3nPMue3P0IjwpoglOu7cZ9170V8+HSf83Yswd8FsJgYd1pzqymPyOvq9PeaLVj4d614TfXf5d9JzhwQqT+4vlefzUrPebIMut4OpQKICmaJoE5gxZMmg1ZCFFNoFQ5bwe1MYslAZN2QJR6sv9AGGLIk7gWl8bj13vzRk4To9acgSHNG9IUtJpzcdhiw8LFmsp2xYyLyeDFm8K0pmyOLdD3oZryiZ021jnU8W3c/dEgiUtitj8ZI3vgBP3X83LN1mC+z8lB2Bb38beM27gKuuArbaCnjRiyKXl42xxZCFB0gY15BFBl3o2hTS/V6nR8EZpJ7sUxd8A1dd9gM8cP+G6NbA21MMWfr4mtHcJreFNkOWxCEdGG7IYth7Lhiy2MaZ3A8xZAmZ66dqyELvvY+ktCR68jCCTQxZnCtCuyEL1+m15dPTDFmq6GylA8eXA2CG0+PAJ09CuEy2u8r8nqRIgiMKjmxk9IqAuJWdLid+EsGLD5774dikXpQBIfkjHzoJXEnNI7RII5aKXQv1/ESXsfRCdIaiDw5F58/HnZzLTYFc2Azppp2NCDggmOB8zjguRVyo/uaglfOdvOJWMHf+HPzvo/fBp27/fzj29Jfh6etvw87//S3gwx8G9tsPuPRSYPvtgauvxl1mAT5y8r8wglCBi0VVkawkeOE9MDGaSHMUCB5vX0GwiY8eu2b5/FZg4eJ5eOc//w122XU5msbijrW/889DQNJA5OB4aDny0SsaK5WMZrT+Ayn249cqBH831TgniYSirHsgikb5vOKgiaSlTYBvJ6hOfPDqLM4p30wneCDFKdxfL7xfxN90n2HH6JzOCJp4JSOxpkfM1y68GsWYhfz7Iq5p1LrRl5ePjS7S2OJ5F8xwehwYFya5Msce+e2eD0dmGlpUFUKaEK6sNsY7qUtCF9uWzpWZs6WYpM6JNE5WScgsL6M6DChyAdXjoYJCyDAiWuHP+vJGJZDRbN9nUkeDkbVoTIPK2sD9xbibfhdnbMBzpjBu+U6kw34Svk28X0sEoKpgRhbWNu67WK8fGY1gUEdur6in6jZEonq2qZyTOoNqVOGPnrg95s6f7d+TwRZbL8Hx574KWz5mAfCb3wAvP9pZaBLsv79zQl+wALfedDv+bv+349e335MQuQAlA5xM+hAJm5WxY0NnDYqcnQiBFZBvJeY44/JQAZYWUeWYpY0ba9QNBSNIiQsncmm/ADRsPfJzDo0h13SQosfCgHMvhi8K6ajOygHP9SV9QDpOa8I7c9yc8k6tnxfGst/pfKJrtoLjMnk8Tq9/prkcv1F879wiVlsvpbWV4Qy/OXZNRcfzkf+KI2NQW4rUYhPiRXYAFSwgHNOLzummQWUrTFQ1Ju3IhzqLG2KHL/z74Ypb44NuaISwA2aIHgdawNZNXmP9RPIiDjOqolK1hiN8GLmFG5qIix4jH41lVIWoCTRBQxQKispS+blAOLliCD7s4BiBqxAiKIT7FCLoOgWEDvpFHumum1izqhqzqgYTVe0jsNgkEsuE2YjZIeICE2/aCiNP7GAbzDYb0VjjCZsJkRYmTI31jIjGCZ1HXLCVTd5J8j6Sd2T8b+uj28BFu9nIo4RUXpTlNyuEnPzmxJrKLyRh5MFB880Svn2RaDZOvOVh6bIt8I4vnoRdnvrHebt33AE8+ZnAzTe7sGIXXwwceKC7tmABfv792/Cuo/4et978SzR1AzWTekFfl4kzRaSVBPFrbSbcVEoEA7EMEV+qNAILIeERtdNg4eJ5mDV7Fu65536cesInYUc+kojrTOTigIyYEcdiKpZfr+QGOgJM7dsLONKGZxnrY+I0/prxBNGWorF45BpEnpbhh8oZylR+fVsfoWk0SiOyAI7Q1fFcgq39RqapYFGHd+wCTTdAUwOj2b6/UZxqR/7cv2vrjWPCemDrJa6veK7iCo9H3Cd0kVdcZCZgwm0TMcFwwoSpw8YZ8FIiW4VIKxTdiSK2NGiC4QrfHE+YGpNVjaq2mFU1mFU1aeQm/7kc3jOBabByDB0wQ/Q4eAJkgLiA2TX4ay7wtAUax/ERIo31CLkyxMORQUX1GMdikBBDbXfGRRKJPqtA8LizaYLkjA2LPYQYYlzeiHZv3jhlZGK4IUD45YTdG0B6rsH5g9QAACAASURBVMpYN5nhJrQjeLOyUGQGQMUmdSKSpYlNNCYj7jkHSO/XePFU5ESIABKnR1TTITBjDQtB1mVMwOolHFZONJcu2wLv/upp+KMFjePc7rwzbWvtWmDePODTn3buCLvuiqv/7Trc9M2f4K7bfoNvXbIaTWPDfAqgESAJCncX5qZan88PVo+LSPn1UM+kCDgRtUWd3oq3H4qFi+fhhGPPjxs+A9GOf4VyTDQHwO5pA8YNqlwfaKpa3zwjpLbM+QWuT3K1JNYM3BdtpDxYkhS0bKy4lICHsmuYRSjj9BIRJ+fwxOZQSke0P07oUHECYwPnRfq8yhiMYEJZxcITapxexXBJEJEyfThtjkkkOoIPh1jLjCxg3F4cF+EyGnsfmCF6HIKIheI1+snfxGsAmFgDjvBRGSEobooskQVDBiSSSHS6bMfCdRoZEeT1gTLBCwjDL3CbEluKqeeGEBcjj7hQIdXXAcxaizpvGsACNUZRnAkDHplF6vNi3qz4ekJAWT62tnMwJMlF03IBBM7OQOP2TOVFThpR0IJJMzFjuI/t4Jcu2wLvvnKlI3j77ONiJ77kJWkbExPAa18L7LQTvn7xf+KTR52CH6/+eWiXP0dydFk6IAklgtdmyWnYMzXC2vVM389MF2YMPnL25Zg9fyIt99c4wioZXbjNqM0JohyC9d+VGa0Ewmf9GrEImyN4MWu4DgQxZpZ1obJewuMWkK0MTCPwgn/XPKSX7etrb7l4fBTKaByZPk/iGPFb6r1KHF3GKXkCowWcHsEkSyumB3JiylBmq0QilOfd9O35zXHRER2xL5raJhtjD5ghehwIWUoiF65V0dHcVHE2VyYuBnkPHUu7V8PqykkJUSe536YEke5pIxSWH5mSGSy1kOF58WyaR0sSPH/O/fFGxmLSOmI5iVGQ93OzZ27gosvrFWIfyl2A6Rh8mgahEMpKQUw8FJmAYmBpU4VrRIz4eSxzbS/dZklK8JoGuPpqTC5/XMyG4Nu46Zs/xln7vha/XnM3zGik6+pKBK8YRUUhWF2g1FO5O5mRITPMivcsWDwPL3vls/GJf74St6/5bdjwRcMVJZckOycCpl0vAb/P8FBjyRgtAo6lzSq/bm3EA1TuCWIiCZLvQU6rELzAc3klvTC1bwxCWqKSBXHGkROBi0e+ZkqGb3IDbcUGVIORvziCEfkz2WbZ44/aVkGXlwWrZ0MLm+NwL5MGgW+MuXSJDN5sMof6RrWaIXoaSJ1CZWBqDRkSBdHKC6BdK1VPiJbV66m7YrEjarHBUA1TWqDsp+dEGgkBhMutx2GT+OmxSR8QUts3oE1K0obXySjELVYx6nnS9KjCP3zx5JTgXXUVfjk5Byfs/Drc/cvfiucSsdY5yWyoAwhe7FQHMkgQeIFrlM/sgWB2evw22O95T8Zln/2uI3ql+4gDB9rXAt+08XICK+ryvioEh3OEwY2npU7SHgShJOjrQ6e9B6knDuVizQ0Mcp5tjrO+pOMzxpU5Wh718G2grfXpAi4RMsaq6IwM9PrADNGbARWG5tmbAQd/9MTt8ISn/TFwwAFOpHn11Y7g7bcSd//qniICfjTB7DmzsGFjje9/71Ycdej7sfGByV5E8lEFQ7NvzMBDBr2/zOTkJE488UQ8/vGPxx577IHzzz8/uX7nnXdiNGqPrP+IAbmxKkXG7xGerOuasShzYrw8ONW01aE2Wd1i2w4J1YXtXzE+XjFuXh6qSMbkczH1TFB4Uygy27kV7YAwbn/S5n5QipMoIrJYbkBQ+J3e7n7PIbeEu+4CDj4YG7d7HE7Yd6Xj8LR+CT8uni1d7X4Sikqpo42709leGF2UrvNnFt7vxMQI7131f/BXR/8FAGByw8bu/lkeozO9lJXL2y37Q6mOVc9Ncp53S9ZJ2iiFKAzvJ/fLVNvgbZU2BjKDR5/A6Px2mx7d8/l5+lxrXZmLJleFddsGbfE39foxbFlXiLPGB5Fwr8qrFER/hgiQehO9008/HRdccAFe85rX4KCDDsLxxx+PY489NqkzKCr4Ix2maSc3Lp5X4ZG+md4Uos/sGeN9t668eqXrkxs24u5f/Va9Ns5zEhg3HNVUoOOZk5M1rvj893D9tT+alscNzj7yUEFvXekMx6cBt+bsI1UyAjf0SYNUgt5f5F/+5V/w0Y9+FCtWrMA73vEOrF69GldddRVe+cpXBmLXW2m+uYOi01NhusbbR6c34N5kQnTI8adTpycnr0w5wrMiu9+KknoKkKSxGfptNKfvrEq3Tq/9Gbo+iz9f9ievPkA/RzBEp9cXxD0LF8/D0569CwDgC5/8T/z8x3dqd42v0yv2Q7kn+23U89RIRm9eJbrTQfA045826QRBm9tJByRjlPYCWf+G6/Q2FUidngZDmIfeb++Xv/wldtttt/B75513xtVXX41vfvObOOKII1BLZ8xHIgQxDlIxiJZhu0282etZvu020Uyf5mV9K1j/olgoijdLaX/c9arXbyne5ClHQnqhaRJvdoqiusSbLeWluJt9xZut36zN8d1H6egt3gTK4s1M5DZAvFl6lnxmWCvueMhRz8YJZxyOOXM7zARU8X4u3kzSEAHZeWwPytxueWabeFNpv1O82QZDxJuBAGqGRAXxZqEP5fXBrnGxsDWZuLBNvFkrk5yvdZ5KKF6Xqo/KZ2appibeZHhU/VYK9DZkWbZsGX72s59hxx13DGXLly/HlVdeiX333RdHHnlk36Y2Xwj+LzbZgbnQQHSt8ibR3qY5+IYx83Lyp6E2CRLzbiBxsAY753+hbzYvD7/Ta1n8Sg423mPIPBh5oOngUCod02UiWXqGrUC+eiPTYGQb7+EXA9NyTi/10+MzN+1qHD8r194XkDqkS66PI5XKQjqok7+lDCGmgvfr48go3Ke9807uTOEy25zDpYhR5e7SCCw8ikdXP4LzM2+/ZLnp2/zXD34VX/3iDVj/4EZgFjnGA4lbguDAeTnn9KbsnM7qO7cF76tned+99561zrWlISd2umxBwadZk3C7SjmnmA+of+9WzI3EV69kuQlAhrILKaLI8b0UggxgR/Ycj2Ni4Av2jhj+4BbfJevNCkCFKgaxgGX+ey4QBRDFlTFMWQxjGJ7th8ud02EjVxeeCx61CcF604YAG2B4tN+muTent99+++Giiy7Kyonw/eIXv+jb1P8cGGDi3crkDGDdHwpoy5w+LTDGeKdVN9oGD4OOZnNVGyxcPA//sOrV2OmJ26KpG9yxpkV3qQQLeKhBmyObrc5wivBoHdd0QG9O79RTT8V///d/q9e22247XHPNNbj88sunrWMPByQTRTqbZv44Jvp6lfz1SvfyMnGpKHfP7tfrW8EtJfWtu05RWQjaFMmcwJWyLDTK3qkyNu7mhA6Pc3iG7eJUx3pjEy5A5YIFhOGV9Fvj0GwllZB6fSpEsSvxaFa/cH2ogUupz136LNa/ruwKHIp57OT3t0rZFKHkj5ddK7mWkNN6n3lE76ek+eFzhlhBW1i//J5wzr8FlaEbbxD3B8H5AeWXw6AS35hnYKh8gOkGKV6RtgAhs4KN+CPgCYFLsyHxgjHmR2+it8MOO2CHHXbANddcg7322guzZqW3Pvaxj8VOO+3Ut7nNF0oLksQaVE5RWeiDJ+lLqlhXiaAgVVh5CpB8MmZxN9m17Fz7TWU2PYYgsUrcTZ7yQyqq6VptXVYF16YjiRW3yvJhyLjYAsgnttpvdl42NEAM42YUghdE1iZG1PHfKAlFRm00LQSDixwbm37bUggzea96qUCcwbi8NqmBQuSyWJuBKLX0kT9TilPZ74VL5mM0q8K6392PU1/5kSh2Y/1LQpFVvDzpZLzO14Iy9wG05tMTg/e320TEGaOqACEep0U5JBmpOoAYd5MHo+ZzCwDF27U+aH3aJ4YrEsJFUVsYkfXhyOjcVePvU5xzgscgiXHaRgwlwWOixBh30/qYm8ZFXDKUUiiNoUlQMdxBEIzmbL5RlvV5poXQTan+4PNkwIZo8LZ03333xW9/m4sx1q1bh3333Xdoc5sX8LchEIu04Ex1Hu07ZYp8nrSX7bDEMWknL9I4wiKX19FWm2UWt+7kufPidcH5KbmxZL4s/lwKPG3YBOfjKOk8rZzoXVxJKBqwOtLOpsfCdbX9vtwfzZM2gpfUr8oEbyiohFdp3xisOPsVOOmDR0ak78tRMd0cq58cgfj9gGTNadaUaZiy/sNRQeNE+U+5QS21oV0vzDXTtdFAYdPDgRPQUh+5Xq+DwMVAzaxeG/4RMBKVZKhCGZg+0efRMHwZD084EjrBpL60SFfmx7RzegRJhl8Gd999NxYsWDC0uc0TNhN5eL9drUKwjLiuNTTmEEsuC0Ngk0d74dkyxri3V9zDcVwWFFDTBbXeME0Ebch1Aeed8UWMZk9fMKdp1z95Jm562jIZ16aGJhun6VKs180ApsuNaDpgukMX9p65hx56KAC3eznqqKMwZ86ccK2ua9x4443Ya6+9prVzmw0U5ftGl9e3IBHd76f86HFZ+L4wXROKRJw1y6pAQac5DPUL7AVh19eT0ClBp40xqYk+fcNpQkpaLM/W+l2EoMD9TdXoRedUDRYumYeXHrsfLjzrUtz2kzu7LUFLUFgbnX56XKTcFDifkruJcRkaMmDrelxC5uLyin4qYCqTWHDKYOWyP20w+Bt3cXEF5jemFmpasyAAmzb2ZuhX25Qb8Ep6E70lS5YAcJzeokWLMG/evHBt9uzZ2HPPPfGqV72q/5MfzdDYouA4JLEcCuRTs3kwoZsXDH2hfcI4TfMOnAexnhZomuEGKz1AleRYiz/+0+1w4GF74IpPX49f/eI30/7cTqDvUfouDxPHlIUobPHzHP8hU5w3Ax+9+fB4mwZ6Ez2KtbnjjjtixYoVjx5RJgfChaX4iEmRnZ6FRsSM//ZAzqStT2EmZ8a6tDsJcSxagLhDV0w9CbWtVBFngyp3XNccUm10Yg/O6dSlKSptwk69scVdeylUnrU9kSrnABUuoy0Un4b4AjHkKWUqU1QjJJH4FcKnRkeSfdXGpl1vGkzMm43J9Rtx4zd/iqOf/Q5sWO+DRzfemmEoKM8yNhqUyI1dp/GKGkc1/ZnMhR6O6mlbebnp6Zw+dC70iuXbWDc3Op+utcPPmQxY7YpzCG9gnMM5kxm3OafLsolCV7ghSx/n9CY4pytjKYyhBIO3iieeeGKyoG699VacffbZj3h3BQBjvI1NADOc3AxMEabLr29iziy85+I34qXH7gsAjuDNwAz0hE0ZmmwqMBjNH3LIIbjgggsAAL/73e+wxx574L3vfS8OOeQQnHvuudPewYcUNodsOpvnPJmBRxBMV+D3yfUbcfXnVuO710xP8OgZmIHNAQYTve9+97t4znOeAwD493//dyxbtgy33norLrjgArz//e+f9g4+bCBjBLaJMgem+gB0o8tpuX+MdttEnDz1kOaEXk41VHXWaX22IvLlcQM3I+Oy6YNxxOVa/M0pwsIl8/CU5/wJAOCzH7oSt9z8K72iFPO1iJXT+9g59/fvSPWzyb85f/+bU8aYEudeFL22tGXTdZTF5h1j2HUSczeqL7jIU8MdQLr+eYzevlBMl9QCg4ne/fffj0WLFgEALr/8chx66KGoqgp77rknbr311qHNPbqB9CtND/1fx0Qd+96p1C1AOxGrWn+XgOvzTHIuK5bOB+hIpgLjEKahmyKpH9wEhK30TAB4yav3w//9pyMwZ25JI6NAlz5KCzT9UEMpYPVU22grB8baFA+GzA5h0z+yL0jd/pRhimMb3JvHP/7x+NznPoc1a9bgsssuw0EHHQQAuOuuu7B48eKp9ebRBoWQTcPbmeL1aYY2Xz3pgzeOT17vXFkPh/5zrJRCU1z0D3HevIvO+jJWHHo21j84DTq8gjP3QxYrVetLUrYJ2w7XNgdjgYcPZFCKhxsGf423ve1tWLFiBXbccUc84xnPwDOf+UwAjuvbfffdp72DDzlI6y7tt2YBRtycTG/DTa1DuhQkx9hWLG9j2xPxBB370IkWEUaNKlpqkXhCiC3Cua3CH5BbYmmWWVKMWUxnZBmnx/qp0kFFzJm/U/YdOMdkG8dJWZtbbtq0XvK7Ed+U/+5IW5S12ZHOyHXfxozlpazl8nq4z8Zn0/zjz2Z9WLhkHt5+wWuxwxO2xcbJGnfc8mvZEf288NvwtUKpunqk8nH3p0ftG2drBGkZifm0dFPJs3kd5VkAgKZgscnnDb1bIOfMeSogXk9rC4DL4mF86LFKr5PgHSpLm0zS7fTCD+07gBoWtW+vtl6U2WGFyTOk19b4VGZ5vSgSjXUppVAJMjzYEwYTvb/8y7/Ebbfdhu985zu49NJLQ/n++++Ps846a1Bb11xzDV70ohdh+fLlMMbgc5/7XHL9qKOOCqF86G/PPfdM6qxfvx7HHXccttpqKyxYsAAHH3wwbr/99qHDAiAWiJTvZ4imMHmBdnGGFPe0LTpGzMJCz/qc1jchQKd8rvLbOuJTmqyAd0XgE1tMmQaRQCYyfO6a4MupTObRswqRawW5uMWib0WoWm5EKgcYghLETvud9KnRy+X9hftCChlOpNT+CwSqXS8h3RLYBtWowsScWRiNFCSrPXMcMR8Km5IG7NsJJJ18034EMNMrNmn9+GxeRyEo1DcJHD/IaC1yE1zaECkbD9fBgvM+b6fwbHVc/LfEJ4jvVbozuE/tiFQNI9Z2/tyG6eNIr5fk11TycDqcUanuDrL7bkmbbF6Mo4sci+9etmwZdt99d1RM7LLHHnvgiU984qB2/vCHP+DP//zP8YEPfKBY53nPex7uuOOO8PelL30puf6mN70Jn/3sZ/HJT34S1157Le677z688IUvfGiT2hYRbAeCYtAq0dOu8Yk6QFaUJYtsgczPTuHsOu/xE7ok14+EjxciGVtJ8Z4iOrXxYj/1zvQQw7QkBi1ybOP2o4fvX2fbHTrIhUvmY+EW83Hv3b/HyYe9Hz//odgwtukVufRC20wQh0fnHop+bgNfUysobenGMaUNZ2lNFx431CevC0w1TCyabfzSZ6a+ii3ttOAHOfSutQ0gS0ALlG0CwuY4bJIL7Zb63/M193JOP/TQQ7Fq1SosXrw4hCMrwcUXX9zvyQCe//zn4/nPf35rnTlz5mDZsmXqtXXr1uFjH/sYPvGJT+CAAw4AAFx44YXYfvvt8ZWvfAXPfe5ze/flEQkhXtB0YosIJVl8Wz49GXqMB52dbph2vZBMHzSwXjHiysMZy7VDB3niuUdj1sQIpxz2Tx3tjLE/roDOtFubCno+dtriaBo10Jm7JkKQ9YJpNn6Zjvimcgb08cOjJLLJfaZpNYbj924K6EX0lixZEhxeKRzZQwVXX301tt56a2yxxRbYe++9cfrpp2PrrbcGAKxevRqTk5PBmAZwSW132203XHfddYOJnuVKd54vSwv6Vhmg8XmwSgubEIWMRp8cEbIauz6w+038S9IN0TWlfjFruu+izKdXsajoGvTNp+cyH8erLtOySy3E8+nxRVDMp5ecd+fTsxWybAxZepzQYfkiWTmlByKEI885DM2nR+USmfGs6fxeRqzUrOklJKYRpxaO4bx/uBimGsU6WhR/La1RSF3kOfWufHo0fD/f03bAvh371hbJdw6pozjTwrtLUj9JyCoAdawbc+YhLlvKnh6uGcftyTCtlX8o4Qcx3oT4teXTk99kSD49nsaM94vGZJASObmuCJ+ArRu+gS6kForDSjs4QhPSiG3KfHqG4zY+JoiyDuhF9CgEmTzf1PD85z8fhx12GHbYYQfccsstOPXUU7Hffvth9erVmDNnDtauXYvZs2djyy23TO7bZpttsHbt2mK769evx/r168Pve++9N63QpagP5WPsREq+NS2GHa6OO5d3q2Ga+KLugKJBSbF+pXJ6UqcH6OKJIT44fUHq9Nz5QJFgyYgluY8RtaEJY9t0faZyCJfH5m4JDQbK16YRGC0mp+jrwiXz8eJj98NF7/0SfkE+eHRde67aZsucbQE1rF6DgLSMta1cSafhEnLRXlHIwKsVdajafVY/R4coOqnI5b0D18RQcWmX3ivTAbbr9PQubToL1dB9rtMrVeoBm7Ut7cte9jK84AUvwG677YYXvehF+PKXv4wf//jHuOSSS1rvK8Yt9HDGGWdgyZIl4W/77bdPK5S4MgmFnfnYSWTVZ8S6WRJZfq5xiIW2+JHvqvh5kvyRZ0YuYJCRiYlmkySyAgYlke0JPIlsbEc0RElk6ZpP+AnKecZT/Mi/0KZy3teFoaXNYKkn+wvG5VFuO43T49cqZU4Sd+DvecLuO+F/H/EcbLP9Vnl/KoOMS9ae2TpnRV49bhuj3aZxekDyPfmakef8T7ZhAyepPJjX1zhculcZn35ese8lnqdJBkp6O2XjVUwiC6RcHm9G44Y04FyeP7ZxehpUPvk0/z0E2uqH7rXlCx2ANwYTvTvvvBNHHHEEli9fjlmzZmE0GiV/mxK23XZb7LDDDvjJT34CwBnUbNiwAffcc09S76677sI222xTbOfkk0/GunXrwt+aNWvcBb44xDER3xCipOsyOzUBv7dPElkuepBETECSRDUs3g7RSKGtyliWsThO3pFpQiogniV55BPD0h8nhKUksqUURlzUGcdmk3eRvBOl3DcQ3wtYWWs+kqwzernc3MiEsiJzduv9vEyWi/aKSWQ1gpRc5vMzXp+YPQswFb77tZvxyj1Pwx23smwJyhxViawUTfI/mURWqwuw75cSFSuvIydysW427KQ8ycDO+wP2bP8s/g7kfHLlTCSrjScjQnFQSRLZ0IY2HwR+aGy3AUyyWaOxmYhLkL5TOqrpyroIIxAyp7tjxAltSWRHaEIS2ZEnopRAFkCCF9zGufE4I8+cHsdNY9PxYBcMzgR51FFH4bbbbsOpp56KbbfddtqC2/aBu+++G2vWrMG2224LAHja056GiYkJXHHFFTj88MMBAHfccQd+8IMf4Mwzzyy2M2fOnCQfYAYah5foCCqgrqNej+paG3fVhd1xsqusxIQM9ZATP8P/FLPFEpGMio44FGM9YswnXRgiz5jOs5+LrMg1jNfnuefWdoSRsZi0mlELTeYm1e2F12O9Y7ryXtqmGVvgxnU4z63HNivWVEDl5cLWiQpN4/32VJGiUs4IU7ivBUlpRi4hw4IiMcgIXsa5CsQqgbdbGcyeNxvv+cIKfPUz1+PzH73aOZ7LbAcJh1PQ44l+qiA5JE5stPfAOcMCkUvy6XWBZTJUA1gYmMomOjjrSoMOzSLqAYPekPrkdXu2MUH8arx42VYGpmHruYrzLHklzJhFnQu1eF6GE4iTF5y4PE/uKRwBgUPSo9sTOIIj8+lVpCD1wPFBk0iKehi58I2xEAsnEqhAANkQ5QZoABkaTPSuvfZafP3rX8dTnvKUobdmcN999+GnP/1p+H3LLbfghhtuwNKlS7F06VKsXLkSL33pS7HtttviF7/4BU455RRstdVWeMlLXgLAGdUcc8wxOOGEE/CYxzwGS5cuxYoVK/CkJz0pWHMOAi96TCY8uxaU16RPoQ9FyWS1e+hYuGYZQuhlrMKu5UpotExsj+QNAoEicLsrMjZJxZSJmJNdi/faRN5PySRHpsGkHYWdH+f2RuFZfmEphiyl3Sjf3cUdu0126ETwLBG5ykS9X8smLUskS+ARTUlsTmVWEaMZ6EgOSnnWdgfBK244lQzvGx6cxNe/+F3ceN1Piv1XLuTnmrieS0EEsVPXE6tbEmeqRG5INBxByNz9/sglaWwdW2N8fmGbGszwte7nm/pNpFsHfT9rPX5oMX4yVhVr5uOKz7WqSJY2EQi/+TFdO4AkFm0Z08mApfKkL+AMIenhhiyVsUFiFHAJew/OkIXatYHAAZHYZRwf3+hz4lfseQqDid7222/fX1nbAd/5znew7777ht9vfvObAQBHHnkkzj33XHz/+9/HBRdcgN/97nfYdtttse++++JTn/pUiP0JAGeddRZmzZqFww8/HA888AD2339/rFq1akqi1oc6RNImfR4RuQJMp1lwhWb64+wNgQRpDrzXI60i4UMLcZgKDNUNDnQdWLhkPv54t+1x43U/xqc/cMUwwtEGY74LVX89cKfe/QyoBi6tUFonnOARpMzOeBBEnpuBWYX2Sfz+uC9+IOvNTQ6FD8sM0jthMNE7++yzcdJJJ+FDH/oQdtxxx6G3J7DPPvu0EtDLLruss425c+finHPOwTnnnDOlvgBg3JwXYYSEofw63BuuKifqqBBFZkAqfhB6QMt3t5Uij2a7sJTTEaa6hpWD7hEiEf47lEtuL+6oSIQRODMmigyye+Q7Oz9owPvejEyDkW1QwwS3hZG1mTky3825Vyt2b+SqwN5HSafn6tnQFd4t9z05J1IBVePfQ+VFqh6xMcKXAe3kiehIi0a6TyMqXYgtiLsLujtRnrowtDyvMjjsuOdi/8P3xNF7noYNGzb24+qqKpdOaGbyksvj85y4jcqEaUdtuPNc7xbmvNetGa5jGwAGfJobGC/MBOA4vwpA40pdfZOKOYOBrk251Mo6EScQ8QObW1F0XiWcIZWbquD+Aj9WUpXYOuUsDRNrUlmGW/Q1khn6MJyT4pmIYyS3F/RxqFAFvR7p7CyT3DQBf1QwqT4PzNDFN197V6dJcnWgPy954lyfYdye4fhO4tAeMJjovexlL8P999+PnXfeGfPnz8fERBqJ/be//e3QJjc/0PQ3taZQVXaBVF6C0k5XAel7Ji03i/dKgqd00RqHBkaFnVOinOa6vpL1JixgmsR0Wer0gp+eIIB8Mo8F7B2F311izLwwIXwJcQsDqPRz+t2WDUHJss7LM2JU6H/ROjBUSPv1iTO/iMv+9ZvYoOjw1GdpnGSB4I0Fym2JOK6tj1KtIPvB1Q3sjJIRlgAAIABJREFUHXO/vcSHT4otlToq12jYosrEnMq7ovJaqUdQE+HrkDIQUR0CGlFINhvimUztEMSTHcLDUlCKPvdUqh8L6w4nfMVKnY8LMBan9z8GaKLJRcYWSIKEGqbzkUcgciFhEqZfStVjKVDS8ZXHgajH40cBbdkTSs6lta2CgzpBH1FHyZoz10mOSwlluybqZAGPPJgxSxtxayNmpY1PGwQJgphDat0O/R2QEbqFS+ZjxblH46N//xnc/tM78atbfp0bQLQ8S9VBDwGh2+zlmsMgM2TpuSGQ6zWIvMScd1yaDXOhKA7lxDM8UyG44tgWnSW02wZiTgWJk6LDS42A5Htqf0z+3B6EylTYyMLLJA7oU4i8M8okQQPULgPHOZjoHXnkkUNvecRAMoEq5ArvTKHNrmmWf2wyygUfDFiqVMygIQaNyKViDKHkTYinItJkAvCgPGaTLbgvIN3hSfNkIA0p5IxaGgCpBWfFxBbuGenOLYguFIsyKQJODVkYtjJAsNoU4rZeHAonbpkOp+rHvVcFl4USkuMiK+0ZGsGT/qAKjObMwvyFczB77gSSCB4lKHEOJd81f0wNWKJYk9/vjIrY2khEoEzEqa0d6YA/gGgazZpWoVv0HLck/CKxjNurRKSWoN6wOX6QkBiy1Mn3kvPEeqOWzpBl2jfh5ZWJEYr4mNl6irjDIlGdgH9etyZTH90qHEfGBJwRDOFsxB8NqsSIhRvIgUuOLMcLKX7ghi0V6xf1mfuqD7Hg7EX07r333pArL4teIuCRnFOPRBpGi67eFqWlK+K8dalWOHMentXEuRfL06+ncf+hzLrFGgifNVTIfkPMjvjbZVkoz5YaJggtGlThPs7p8box64LxZSxVEWVu8NesdTtia30KkcQRK46TR5QI70q+EIs0+nwxqHHhW5UInnafhpCJuyhFeykQnmARKnWErCyxGuVtiRBpC5fMh7UW6+66Fye++H0I+qAuU38auyR+9D4rMU4/fh95zvfVwlSUpimf52gsMPLvzdLey8R1IZ/FMx1wDq4H4SsyLFp5WPNIvnHSbw5kvd2FH4D4XhVJQcmWodM3r5TdnaW7IpyiQbJ+gs4kIpj42t2a1AzTGjF4t8aNf3wVPn/DNteNrTAykZo3LHh9xAspfoh1DVvaKbULNN22fHcBvYjelltuiTvuuCPEwNR2s7QwH9LsBtMM3NQ94fQ0cY8xCP56Xbq9KXB6mRsDK3dtt3B69LsHp1eCvpye0/VVCafXwBm1cIf1TDlNxzE4vQQCt2B1Di/U6+D0ur5l2+9SJCDp05fcRh9CcHolP7wWTu/kj74KddPgbS8XWUumg9OLnQnHwOn5uhmnB1pTBU4POaeXiDR7cHpUn0+dTFwZ5j5VEOPhnJ7U60mOcSqcXlJdvCdYwBu7TCunx58h109PTs8ZsrFHCULYxunF7qV4I3B1LZxerGuZ3Q7rMzYhp3fllVdi6dKlAICrrrqqX8szML0w4KOG+v9D4KF2MdksQBFtnvf2izdBLgv04q4eKhjLHaEEUoXxSIHN6Hs8EqEX0dt7773V80crZAFrS2KyNgOHvs9qEUW4vtDzUBDPICdwVM+xrXrDTLw5BMgtQYITU5isbvLbi0HKSWTHW8zhHUnxpgZTFW+WRG09jFk0kVYi3hyNYrtakGcgiiop4/kWC3Hwq/bFJ9/3Jfzs+xROz+j3lKDzWYqIccyA0+p9JJquTB5AXbxnxdAwg6zMFs55zOfS59PEjZp4U723XEkVb/YJYF9KgtwDTOk9qEOM4k2ntujq1rC5kCSY7XCqJfEmBcHW+jxkI9SL6N144429G3zyk5/c/+mbGRivewPAkjIKRCoQqrVeU0cJP73fnqxvrPPx4c9Kn01/NpFZ0zUr6sJG/GGs0OmFc0TRDv0WbbuuGzQwqH2249pEHZzzsSFi5/zuJDHjlpuN1+FJnV52DxG88B4VRGhNq07PMF1E1AFyOZf4Zpl+hr51B8HjRKFNl0uhzLL7BdFRXBaS9jjhA2ClqJO198T/tSNeePQ+uPLfvom1t/02bX/kiaPX6zF1SwrsWaper0D4jG+T6gWdXmM8F2VZsBF3Tj6Rbk57Hzqhr3TXxHvm4s6SywJ/h2R8IuYHgFRnb5mRCptPWXLZMIeUZwm8kM2BML9Ix6cYF/lrto2oyflL+MqyOJ1Sp5etD36NcIEN662NnjZoUNvGH21c66THhwGETi/iEOfL68pTfEH3NrYKNgb8PANfFqScbGx9oBfRe8pTnqLqIyQ80nV6DxmMt1GbgYcDpoGb3xQwa2KEjZM1vvOVH+Do/3UKHvzDelXkORZIrnbcNqYohsu4vv+hYBvFP21Mbm8GehK9W265ZVP3Y/MCLibjvyUMFaHJa8Sqtc1fuYuxherE1ZV+F26pC1ilthUmvLVVbatOv5nac4ppmWL51ZV3a5y1PHCnZ61lu27xrYFNQ+harPLUmJ4tRGPOvNl49yUn4vKLvoH/OO9qR/AASGvOsQiPJurUuL1xQXkNJN2wBjlXHO5TvpP2W4FiZvQC184tNzvnVMbVCW5dlvPfIr5om+VmkCgBfn4qfrDZuykcBRhrBGdtfBcdp6XlypQg13oNg4lC3XGBrL31i/3b6UX0dthhh/4tPpJBm/jKNQAJYhwrFmkQr8g+xNPWQAV8IhtxLkWcynMMI3Zt8vjM1FgkkW0K8nheTgsmmDUjHhtyV4B4xaxP0Z1DH0sGJI5SO9ZB0ErXpfhPCUPmjgPngkd61rpMD8kzFLDWYv0DG/DNL92AH34rDx7tKjUp19eV8LZEzDSOT4gYXRwCJvbsRYTYJ2Tzl3N2/Jtb5XortGW7aN2Q9msjiBW7oKsOE0nGezrmp2UET2lfdedJ7o9/JOp0Ek6vBwk0u/yi65ZxBREnHCGc8GFoaoE3gkjURneHmt2XdJnhiFio6PamU7wp4Wc/+xnOPvts3HzzzTDGYNddd8Ub3/hG7LzzzuM0t3lBSe8DIOiFEq6A7Uxt4+T1hAQa602cbfcumU3WZDICcUJm95hYUWs6EMHyYwlqL4sn2TqM4wLDULw7gougnu/qknYYRH+cdmyVTGpO5AoEL+r10vJE59JgmOK/QPBSP7kmrc+c2oubH43oSK5M9oNnR/e/F24xHzvuuh1+8M2f4F/f8x+xvsoZeeQo5h2NJeMuu0SayTy3OSEsIGDiXsJ5nFBOB6g9T3B7GrErEUCjzJ14jYgMItEu1eHA9HlGrn1+PZQ34nZ3LbyLKp8PGZfXl6MujEOum+mweK0R0wfVQMioXpIWuXoVRqgwQp3566r1ma8eN3rjEF51302wgMFKgMsuuwx/+qd/iuuvvx5PfvKTsdtuu+E///M/8Wd/9me44oorhjb36AG5Q1PEMYnz+5SeNe59uuUTwVBLzhL0ybQw1NpryqAhZvpmLd+jk4sfRxTax0ovdiA856/e/AKc9LFjMTFH7FUb281h2iYaWzGDi+nKmMLByHc97jNKcSgHIPJea26a3sGmeJeuYWVTVXJSn9JzpnZ7p+piE907FAZzeieddBKOP/54/OM//mNW/pa3vAUHHnjgtHXu4QLVBF6BYlQFqyieCYSZtLMYLdTmu1UrfvM60oITSLnAYtumONmcaILOY1QWd543Wtsq4wDVyApsZ9iIY9EtowMCQrPsd4muCG7dMqKS/M5u88iTnKoFp9SJ8EqEjqQDADBiHJiiW/v42z+DL6+6GpPrN4Yyo+mNeGzPHrq4ZCzWxmdLN4U2bq8nyMhEri2wedyDg1PKW8v475KbQlKHcU/ad9UsOMNvEYUlWP3KTbEyH9o2Qz3ccUrvRnt3xbGDxInwniRuXbdxc0BOtJy0qN2okVt4t7dtoEZtYjCEkx1MXm+++WYcc8wxWfnRRx+Nm266aWhzMzADM9ACC7eYj9P+9Q1Y/sdbY3LDRvzyp3c+3F2agRl4RMNgovfYxz4WN9xwQ1Z+ww03YOutt56WTj1sMEQEsolEGVOSvbdxSh1y93GutYHU7f2PgWmeF7PnTGDxYxZi7vw5/W8aakxTApXL2UQivNJzHqrnDYUp6ok3Gxjj9crYm8k1ZunZJrLs4hx7wxj9HyzefNWrXoVXv/rV+PnPf4699toLxhhce+21eNe73oUTTjhheA82VxiCvLpcGjRDFtF+V1SW7LIUT/SdQ0OG5RXQBBSNhYs4sygsyu+2ya9bbgoDFZuWZ0YsKIm5ph9hqu4FbfUB75jdfQ/XtS3acgGausFv71yHEw48vShKHNqftmer7bSJMcP7NYmxB98nJY7fXFxq3X3GMmOWrnncFVkm6Zt2f9sY0vlSDlpduNBG3DYR4TYNczRgIv42lUnJYT82U7Z8a6xVv0/JgpuAYvOSDRMneHxT3Ugr76LapzC21l5EGEz0Tj31VCxatAjvfe97cfLJJwMAli9fjpUrV+INb3jD0OY2O0hl3UKnR7ogbp5OlnlhMXgdDQ8rxdpzkVn4LjY3zZeWnJaXWYCsORP9h4Ywgl4vvWAUQkP+OC4ii7eaCqqhCjVs4qsnLTYTFwVFVh/MkXk0dg0UK87sPKkvdgQKR25iDCNf1kTjj6bJ9XkakmLIlhOnBNr8rEpGGRRSTFjzvfUTr8f6Byex8rCzoiUnEK05gaAvUoNYNxao/FwkvR6Y/lAZW9BbAqlOkbcvdXvwyHfEv5uFyyhuo3uDMfnmjRHIQPw8Xk2mbpNMVO01qkARezIdr6VoLZFQ8PYTQh3Go2yi+Nyivvnfmc6XcAUA21T5Jsg26Tc2VVpu03lqeN8Uo7kwLvmngSCCcfjRlaDxZuDE5TnD6NQ3V26GJ3ydQOxaJUqC4Inf2vCG+ucSDCZ6xhgcf/zxOP744/H73/8eALBo0aKhzWyeIEOPMTBisU2bpZacjIJ76XwK88lLnEwNu156LqJpcAm424L7rcfepGvhXJngpRQicpGNC6lTsf7mugxViki1ZCQirg+dF4ELJBcD3+55p30a9aRiCMA5pkLMzIxr64y9Wbiutc+NWkb5PaqhSsezEm4vlMXj4GnR9gmKRiCFmzRc0GJMkt46fBPUCdMmuvYcnSB44bIgPhxqzZANJh6Da0LZQT0JXdihCknj9ab97e27y2BKipdFixY9eggeQWnXRGVqecExmXbOikm5amFmC9eVR3aJKYpQqJs6i8ZzDg2rU5fqKL+5A6oEGXwa8Jwon9Ty3CoiTnrXyXuz5W+md0Yv51Z1/FvKY5uFZo/yhYvn4a9OPBjGAj9e/XP87MZbffsFdxjt2pjPLhN7xa1DchlBtKnMf209he9nhTVliSClxzaIdZUdozpH2LnG5QHt1pr+vnZ7APYOexJXU5nIDbaJl4WFeRg3fw+Iv1Xf1qTN8jA4sastI3RtujufL48sQGtrBMFLJUYxVm8auELrYym+aBf04vSe+tSn4qtf/Sq23HJL7L777q06hO9+97v9nvxIgKLYgCE5vvMN15qw23E7YnafpWC75UWcRaxATuSyWy1S8ab8zdoqTRK+q9OiKcjAR8GRFGlA6UZwdMkzupzVCwipVefZK+K9TRG49cGhreKrNsSPru/Ou6VN4vZ2e9af4NDjnoerPnUd7rz1NzFSixYQWnJ8HCjxbAPBmQIJBpcO8jxoOpBzlG36vWRAImkyiTFb9YPwLgv+PoNkDo/rZB1Em9oaloSBX0N6j8rdyTKaU02Tc7RWvPe2CDn8ms+obrn0IguQQe2KZoYShUK2E3JCB/JoLJJjq3hQ6Q6XhaSdHoZvU5UEEfQieocccghuuukmPOtZz8KLX/ziaXnw5giJnLzAtQWYqpiB7cB4tvQuDk+C1Ov5uPVlgid+Nx2GJtKYpS0MGdfz8R1cSUFNvjdqupC2sZeuJRuEQqUu8WUXZ8R1LTLUF4Cl2ywudK4AtsFoYgL1xhrf+o/VOGrXm3D/fevL9aWuTY1oIsSSnWHICte19qmM5iyvE4hAGTllInvS/8kdFUfUbXpr9RnlyVMkmqU4myXjlz7rvzWUWWGedW0qEuJZ4hrb7veP8SjC0CdT6bkebaVRnhtVFiKbQiF+Lw851hXXM+leiZArYyhBL6J32mmnoaoq7L777jjmmGPwile8AkuWLOn3hEcaKGIcw7k4nj6GJn+FOBmbCqiAEEuRpxmiHWdB5KBaLIbf1A7SP9L6S0JH9xuI50TRIZ/UwZDFmGBxWZsKIzROrwdnzDIyTR6GzJspU5qROKHZDjFwf7mCOnntbOwGbmxGjpm9My7uVCOByD/38Mj50a6cIRNN32J4qLlYMamzy+474cRVrweuuw746U+Bl7wEkw9OlpETgLkL5uI9V56GSz56JS49/yrc//sH4kVvdML3JBnXp7Xt69iqitweOcFrtM+YdCxNlabIAvJncoMWa0WaIbgP0higYmm1Kr+erHVNwLC4mpEzpHRD3LglQN+9Js0Hv+ZysbfUAfNrYUcY+pasYYi6JC3g+IFtJLL5RO3L7PD+aKpoyBIyqTNDlvSc3m8q0o1iThPWhtE2lwAS/Z6N2XQceqv8n8upxw1ZQhgyT7i4vp8C1jvndme5ydUjEshYhgJYhOcypEaEWCN4m8Q5/Rvf+Aae+tSn4uSTT8a2226LI4444tGXRZ1Pdk2U0RQQXl+XheSaO+SWYi11kvsjMZDEMjFXLu6MUk4s4cyYoYm0zuL6PEBJFGslkYs6PSnajMkhjSfqcVGqMRTD4lV0NjIsk9+QGCkK6hAzlgwM6Jr8I9hl953wrsveioU3/Rfw3OcCT386cOKJ+Mbnri8+DwAe/MODuP7L38OPrv9J3q6iK05DUTVQdXpW1O8MUabMT39vssGjZ/J7ZKQQKRLkhCP0mxBsakVp5L2Fsk6whbraOEvhvLR+QxDAUjuhvYb9FfpDx0D4/HqqTBSPci680F/+vjpj1tLvpJ40FFEMWPxF0u1JgzRXh9kEJEQxNXILuj7FhiBsxBmeSGPzGpWA950fvYneM5/5THzkIx/B2rVrce6552LNmjU44IADsPPOO+P000/H7bff3repzRf8IqWJbTjSlNxdODLERL+5sYPkPMLO07Ln0PX0j3N/KrcDdk47IE74xG8jiYolopRyewASDq2BSBSJaMxCEztNJplO5iSrAmIg2RheiL2qUkgySdwR30saSJi9Zw58Ny71eV5n4uo17X+hPTI/tznBe+pTgS99Cau/8VN84LjzoMHCLRZg1z2fAAC4YOW/4ef/9YvkGSrh839EjJIQavKPbdIsn6usneSPPoDN6yWEj9qVxI/Omziv+buP30cgJkLSCVcFpHPXhnI67/rjz8vcE2jONEQo+NgtVA6Pz6km4odMguDb1TZGzhWhRZRnqoTLozJ6T+Gb8w2HfD5736pOT55nkhSHN0jtQIlgIz6wgcsDeIDoKqzvyLWlBit8wxzSFhH+SDbC0fAtC0GW9N9EHCnxRQsMdlmYN28ejjzySBx55JH42c9+hvPPPx8f+tCHsHLlShx44IH40pe+NLTJzQqyzNscGJIM4P2hgo9TA+cfZRtYa5yIk01MEkW49vhzo26PRBHhsqhHZb46SLIpN2cUj9NIQqIorKOVVZpBvUIdnUvh5PJSBi8zIcudn6sj75HizQJ3avNx01Hb0aqZ04Mok11jok3bWCxauhCHHvc8bPW4x7CHGHGegzHAs168R07wrvsp3vaSM7Fh/STTgSEgvf/vbYfhOYc+A0c94ThMbtiYNupFY0lU/vDAKooVAUgjHCONT/wxGrYonCG1SUAGLwz5JrFHiTOhY2PZB4J/5wYwXmBJ9wKwMIHIBIMVAm/wQmJNVbwJpL81kT61ZW0+b1AgeOy+RLcfxlMQnwN+k+H/+HlCvDgxUzg/XrcyMcZr5ddxg4zjD++WNs988xA2gDRmPn7oYPl8z6EGgj6vtkSs2Ga3KN60PqiFjguoPhFY94bKWRaKOKEnjJVaiGDnnXfGSSedhO233x6nnHIKLrvssqk0t/lCiW0eYuU39rPjsZffHr9veoydeoHul6dN7k3QqfCOer4dIYraaruleM9X34bttpoL/PCHw5//lS8Dr3xlSvBefCY2PDgZ64gd/nlvvQiXfPiKnOARdBmfFHzrpitCS59njdcWdPlSIKCF66Fex2/1Hr2SGohiKIxr0MY3QlTU9x0PfGan5Wu2t3fELzqnG3Utc3gowg62WW8O0emNTfS+9rWv4bzzzsNnPvMZjEYjHH744Wog6kcUcP2PPJKYh4s2gbiDBhCMB2IoE6/QF4p+uoZcbFky2kiAcWzOAACM1aMZ7ttDwRAgDCuKE7gxi7uWKqFrUnYLiDu9XDxKnGONVIwahkHiC1D//VHqLNl5FGnwyBTsvfJdOf9j7x1w326r7Zbi3Ze/FdvNehB4yp7ArbfmA+wDe+8NXHKJ5/Degw3ra0jrzoVbLMCbP/IafPjEC7H2F7/Gmh+vTZEfR4JkXOI5vsyQJuPOuMI/clZBHCndGDghs4KTZH1OnlWZtG1hSermuMIJ8XMar6fpNkxUzjkChhm9AEg5PyA551AyXpE6xZLhSieXp80pwQFmounwav28byr/bU12DaZymxZ6r3Ud3xuA1K7AxlBkrC+dOj2xjiy7TsewnLhFNpx4s7Y2cHhchwdQXs7I7VWmQQWDClV4H0noMWawUiPiIa7+aJgKRKpxtGTTXTCI6K1ZswarVq3CqlWrcMstt2CvvfbCOeecg8MPPxwLFiwY0tTmCXziSAKYiTqbhPClyUWpvt+2hvtNRNQ2illKllXJxKQPLJG89fSNjlwkZ5BNZk5M3HrWRQg1TJisFWyw4iSkOEI6gcnpVCqo60Q+Hy3BrJjYfDKrukx+zokhvQOG5IrGBpbEzu7aVtstxbsvPcURvH32AWbNAq6/Hli4MHsfrWAMsMsuWH3lDxzBe3Ay27XbpsKcBXPxmOVbYv7ieezeCkEmpYrWm3B/vMXkhEru/iuDxOKSEyiqq92jWnk26TPIfxBACLfXWGedGURtzGKTujryxMoiiO/JavP/Z+/Nw21LqjrB34rY5943kkkmkGkKVNlttvqpQDeWtMMHiYKAIlXYSIk2oNCAEyUOhSWilQ6AoJLWRyrVViOTTdutKVkWKgKWkCIqgqIMxZwiaKYkZJIv33v33nP2jtV/xForVsSOc+55QInDje/b9+y7h9ixY0es35pDvx0rAHq8CAXMyIHqpiwqNajpa7TjYQPgueNV8fY8vVaPt/ZPa2hjpwP6UjwF57wi4E4EpgBgQp2SjJtnu/fu0JReYofZBv9/Bhqd13kuAyCgjb5Tm5wBpLPvqXpTVZy5uXPnuHy8MMr+f88YFzoo3dS2e4uyNeg9+MEPxu/93u/hrne9Kx73uMfhCU94Aj7v8z5v29v/4RTlFHUfqImEM/Ib2HnXcXMV57I+mlRHyRmiAZlomH3AGujcOX+MlEuzHbkQWL/SevklGTw1IDlpz8XYqK49kIQvEDd5NakKUO9ldKk5uDwpZsmm24HbMADdUoGfc1poCFhxKc/f7JLL7oSf/p1n4LOjA7zXvx5/dZbwx7+5KcFC1dF29MPveT1e89I3YJrmyaVPXXwS42rErTd/Ak+7/7/Pd3vJTAGNp7naS6WfKqRiAwDmg3l8atiBs+9xJ20ZoNcpqCnwKRFjVNTfrf9XtdHOK+fSSGXs+w4mPSoQlvycXPdD8nV3m1+/SwN4MxuenTsc8NbmuHRblYu1CX+xNjVhCJ0LSn/7b2QhIiLxtyE2bbt88SCn/2O+P5f2Mt1imavqsCZdAqAkkm8d21qbni+1B6eXIGlGO7wjS9/DuwG+LQEPuADQO378OK677jo8/OEPR4xtJOk/ktIC3swN3nFa1T3Om025ak75w6zz8GolkR4X5s9J8R9YhUeT9hT/yN1XSXtUDxCb22TqhdaZJUnlWdrLDi2tXa5NK+Tj84raoia287yb+n6t+mKTehO156uvCCjp31JhVPSaJz37Mfjs3RH4yqsM8D50Bvi3D7oat330DszKNvbbnvcdgB/9f78XZ28/jx9/9PPnHD4nUKCsEvPxWl2pT88Ve18bYlGBoI+3844tbRHVp9WhDi8+ObXuerWrl/Z8PGor7cl1rEHoCchOLvLezcK0Cnw2lmfv3/zf9pH+r4CHhmk6DNi892Z1vJmzfmx5J5a2nRRqUFP1ZvUNimQHr95MSdSdVH9rpTtVXwOF8VPth5tPwIZ9/X41o+5LAkS1WeZ55aXNhCyWJ2OeA9hUnD4nZ+nC2ptTF5n22qB1hZp3+LSrN3/jN35j20v/4RZuspf7X3MD51rKc2ojC0hXpiAJVdZ7m2flX8wG6Fq7Xme/J+0VNadczGTXzgCPqeTEc5JeVmOoirNIe73ZUGdXqF2YLUYP9abPLu7IcFwc+v2wFgyLynhGoGxL9o2GRcRX/esvB665BrjpJuADH8Dene+Cf3u/7+kCXgalww31BniNpPfiH/tVHJw9KIBXJaoODvgqo6/0xZpx04o8HRCkiL7E1wZFeyBsM7lo3QpO/vkKqtoubmzXSjwVeGTXJDugAB+58SrHgULIjKHT8zZ9GtC3MeBAqwWrFtj8XD8M8HjDqh1t8cHmQOWR2a52Yc5HIQAhlGv9RU417/vc2qk3VPOcAZD1h6cxxP6boJH29LULM5yZWba8m2ard0xzHjPOA9OpONFTb5okWez+3s6XPyeVV+3QhipsYYvyKXlv/mMrswkwmxBcBp4AmQIdT0JU1eV6SpnoKAeV2PIP0sTgmCWRKpjUfTwdoDNVp3FkjnbB/eq7yK+3l9gzktajHFaAt7dVWRFEH6/SXm9geVfkxAErjjaYC5A2wJoCShoyOOArk7F1ZqljtVDvK8eeYPaNSv3EnJ0CUsL3XPsEYH8feNWrgLveFbj73fFC/A1vAAAgAElEQVTCp/wiPnHLmbkH3SaV1GwABXM3P3XxCTz0W6/Cdf/ht/HuN38gt6EhfjpelAD6ZxgAZhGpPKMlcnZ8QqVi1EOBMjghP5/WSHpWUhLiFxwhLpJjuQeogC+pSpQLiEZnQzRvfUEvn6EFBUxrZg02kPUaf60dr17aAV7rsGLv2AG13nH9nTFQ841lfBnT0cbahSK9UUq1UxtQvgGRSXb5/WSxnikBPBbpcprAw5BpyJTAQxuriGreUDO/aloifZvEUcnZ2UvogAASlTi95EDKbPeSK3RCQGDOkp5Ie11JD/4ZzqnOHasZ43rrCgiHlCPQ88VLc1MqnlMCYsWeJ4NOruUAVColTEVNQQKMRpCTDLAkAKRB8AJwSQdhBieNt6GETAB04xroKOWUTiSIwXJd33uLcn2JMHLEyFNRLQjHteKYQU7KAkDKvpwITo+g6gfLjo4CfCuOVlfigDFFjClgTBKTkwgpiYTDuT0WYO7snV6VSQbaziFoYmMmSPvWB2g76fzYsQFf89j7A099ak4X9qpX4dyZ8/jDV/1pV0orxUnvQPGA1KJESqT8ez3gC/GN3/t1eMOvvxm3fOTWtQ7fBBgHbC7ZiYVhmjuxzEAw31j/lq8j904F/HoC6zTVYQ5q/7P6FQCn8q4TZL3ICeKhIn1N4nzBFaNnMXhq82ZRfYJzqjKEPH4FnCuJQ7i7bBts2j57Z4CEAa3su+skuNxNc4YXqCVEL+WllOmDMrtyzFTEFGwcaH9RjIUpCWE+HkSlaYBnWoEMFhQDeBTV8jTlvp8m935lrKskShMBQ01DbN/9T8IosgJhykxJYsKYAlY8YMlRNDfAkt1cF1t+nuMCVLoeZ4CkLSSs0gCEUbq12P9XHLFKsQK80THLmiqRU96QcpINpQVo322LcgR6bWn15kAZzDNHFIZ6u1WBxCkY90eNp5U5s0AkQqtHn+ekO8AGqO630l5XvIO7x52vQETq8x5TrYozESGi9uSMSDM9ewt4bdYF3c+/taG69DWVX6/mdH3gj/VDPdy3sX6VbyQ2l8c8/ZH53NvfnoPJv/qr8dz/7Wdx+61nu5KYNU/r9aDYrgtHhBADUmK86VV/irfd8N9w/szeTAJrKp7b2rztB60EyIUgevtRW6f9iv0tcRmbbXGhCIBIbaoGBeAdYMoCte5XEzH453uwceACdVYlsfOpp6bY+OwdXf2fTCqyFvD6SQtcna1k1/YjFzCp61H7fb7PNAWOKerZ6ex+Vdc4lWZr/yPi3P+qwtb2dPq6doabqzOtb3zh9le56pI1JZkaMxefklClsknoQz4fMCA5u96EnoMbrL7i8QkU00dFJ3r2SThasGU53FDxT6m0aovqnFNrAhWRKJ5UDavRSxDrnwVUE2/28drBiPqcgRi0DpSBgXowUDWg6zpV/Zj3S4hBm2fTEko3efR88Q4sWrdPUZRfvfxWrsjuPVpP1vadveQnlZVfR6A8k3LPz7sCj/7+rwOe8xzgDW8AHvIQLPeXePNvvy0/S1VLbRGC1Nv8fcdOH8fP/e6P4MHf8pVACHm1BLHRdIsHluYZ+Zgjgto31TproTpXLvKEgufjsi3eyceXisEr436W1qyRNLr3t8Cl36kFEd+mtm29NnZKlwFq2+Pb4s+vAbzZNW1bu2pjqtWa7fhyjkvzb05dZmnmzNLum0ZJ/8f8t9061/V4i4pBlvSEwHzx6NrzstjxK5D0x6o435pRnq3E0ryDB/BPuyPLP4lSxb6kMrkBmKqMGTxNNul5mkyPreeyA0HmlrNtT+qdJoAHmSTleTOjrFNDdHXXourkDoeTebQi3mVuUE56G5n873XpY4qIkUuQKBXb3goAaILqx3pLClWBpg4gKylSBjtDBzVg0l0H1Pw713YKPdc4sbh+LcQ4q6e/9tsegBAC8KxnAd/1XcB3fAde+F0vygKz58TbsuGcJ0v755f4sze8Cx94x4dn4OlDBWqbnpPy/DUKMnaoVq/WNsZ8rs7zCCAV9Twg2fodZZjZLydkqTCU51ftcsfKCg4iParNRuYJEVnbaUpgixsMmNv05kzPzD4p9jnTqOi0bF5hrUqziqNdp+bsgLSX8CqpSlSb7HNiqi0zzsEtFOmNEGumGagZnOiYmcAQuwUoxkJ7lMGYJmCINg9MCrS5UnwDzNbpfAWUFrCoDNnmEsn0KVqcCYRlo9FZidozq0Jjtt1RsctNVGx7PmjdPgWXe71fwZRUxQl0Y/T8O5l6GluVI9DzpVVjOJte4WiTEFEXLOo96RQUSfT2og6q3LtTEttT2XpGWW/rQ5IJrrY9Mz6jeNDJrUo0uGAfAFSgobrwMrhqd+EVxzJYoTa9bMQOjfK8VW2qft9sdwaqZdPnMkteQQbI2/QasC9OLP4cmx2UuNj06sTLefuiL/tcPPK7HgK89rXA+fPAfe+L/XP7+M1f+r2ZvWVjaUNTAJy6+AQ++3M/C+/50xvxkp94ZeHwXZk5XPjj6qk3TaXeKITMPxOw2M+ZjRHIzBZgxJcRCyE2IuuAy4dRmcQ4IedsdZ6mPZvfNIFjdLlmxdVd5wqlbKdT5y0Zp5kZpGLTk4D2bNOTAeu8P3PbijNWy813uftJgdGDFMoxrXsd2Ml+N0GFAA3r2BLnKKUJNCxyX1U2vWyT83a62XioAtO9bTlaWziMwJiZF5oyo82cHVkocm6TZw7Tml83/0mwmoRf8Xk+OWX7WrbPD+aluXIgOKEGP/nIGDnb/gNzBkXSc6ji8szm3zqzOM/N5Ox5BngJ8FqrSutzSDkCPV+mVNRiU6onhQxu4+j8ciHMRR1hE00GpxAITEGIhANP46pQgK8j0RiweVBUaQ8o9juopFf2rXii4cAjITuzJEy1u7CCn0w6BT/vhQXUUp6qLnQSqK1vbAzVJbWQGKi5DOjyzmTvWRvia0ZBpWZ1ZvHEiaWP/6f7/HM867rvz4D3iEcAD3sY8JjH4Lrn//bM3nJo3sqYufQsyeR7HvvD34Av+9r74In3fQZGzw/4Vcs3FZHaSIEsOknAAaAW6oJg1UixL6kjC3JH9lR+Wpz3J6dQJEkn/fWez0RQy6/NATcP1Oko3ydDZ0oZyKR+FocvknlkDi7WP9oX2Mog04u76yaLTs1168DOX++d3fyvpweNSps0I0tjq61K0L4rHsCA9BeTHWNv13P0qjix6K/2vzDHDiy8Q1hmqtkYTyRknBWJyq+OkJPQk9nzlFaoo5rm6IzCPI8pIoaEiQKQgEUoC8qqCtMzxiuhH60jS+u52TrjVDR0i3IEer54MEpTkfSEi1MPzuKWTMa9lbx6CnhZzcniaUUqOaYk6p6UJZMpgaZQJJZUBmNxv4d5b6q0Z1IkAQzO9ErO9+J1jZRrXfIML30FRERiBA4IjaSnJTu4pOp/oHBvmRPMnptjilhxwIoDRtkmVkkvc3DJAV5+X3IA5ydnC35+k4k/CSGYErz654k/9igce9dfZMD7qq8CrrsOb3z12/GK5/7n/G1i7NrP+mNEuHQK2UkJwIt/8tfxmy+9IQNe7NwfaX6sqlOfrQRWnpG4BkAtjc2uWzuJc4nTA+rYPLQIw1bqcimtgCIFKvhDAHtKYEogn4mDKIOcEHVbPWQq0nCuo6jzZowHuwHd6jN7RUHZg51nYK2usr827WB7vXlsZvrAbssqyCBjqglZ8JJez83Qg51nwiyEhKVeManoljJDjSHm91aawiHTF9UW+Tnk5pLSGFINdZJxR3l/SsUTe4mIBU/5f0Qs5XgSwBpTZtoSMdR7M3AEErKkZ3xUAb0Vx+xBnmLl3T3p1kh65JhjtHRgO8w7Aj1flHtS1abG3lmIgqo0Acyyb9gEzhOTxzEDHwCsZHkZdTNOsag5U05ZRiODpvojsko2E80BDYBqxogJHLicb64tN3jgyINQB1fWxzNCyqEKkTKHvKDJuGtRWGHFsUo3pOdUwhulvhUHLNOAMUUsp6EMaCakFGww+wFNCaUfWPcLMxD03MSgUTjdpPvJ+hXTBIwjeEq4290vAf6fXwd2d4HrrsObXvMOPOfxP48xIQOegt5hUl7+0ACAUxedwPf87LfgF3/0V3HLX9+GD3/gozmzyxoP0Lk05kryH0eewSzZS9RLzxHKbeom8XoU+7IB4AbQqNcU9FLRhMqRQKiLqkFJ2kCAZA6h4lmoUl+C2bVMjjOjn/f8pHkTK0nvcMpmUr+2wdvk7DmHAF0r6Zk93wNeKuCDMpYU+Er7Yy29db5BBXZEhXmapL+CMGdxMqYa0wSapnxunPL5lAo9kew3NqeiYxIrICSRDsnOZS1lUW8uOWI/LbATJqx4cFvEgczxlXzPCM6OcUo+KWAIhRFacembUUIWjDFO0RjjcQpIKVQ0Imt1ahD3YL5NOQI9X7wXlqo0gaLWVMeAEDPgicGamUtcjnDYua7JJD0w5wEqkgjFLJmos4zZ+HoqCGHQFdCMajhNI4l9RKd1tuvBMlkAcGoAMhXiJLa8kQNCCqKHDxn8AmMiJViw98vdUwauXwtL7YEJJAPYOa9wCUqfOmqL1kmlVl34a7hcK5wtVN0jcVOqho4E7Bxb5Ibu7gLHjuHVL7uhBjwlML2MKX5suHL89HFcdo+74NSdT+OWm87YfUa8mrJWbcpcVJS9eLwooOFteI3tbmYf8hKiOFRlzUDqElxzjrF6O1JhA4JZDZnVoDyhAJ/avOQV1P5XuDWR+BJnC7EeV2lQpMeSeYHqDMdttuNe8fa3VtKD0wy0wOjvBQot4I7Hqr7nlEoYiWoNYsxAp/0XKJs5nPQ261NvV46h3kce8xyjgGLIHZE0CYZjpN37elNApiuZ6TETgptbrFJf9eslvQEJAUtEcWiJJgEm1eYkjeFN5hSXOJjkp6YSH4agPgRqAlHVptKHpOaPNQ4sxfcBxtgfVo5Ar1d8oKkda/4/TA12WLGJ1R5fs7+mVMw7EwhuqSE0gLfmOZvy2yWmSjvnk8rq/73i83Ouz56OAnxtGze9+2H9IgQqDhE/+B+fjEsvPQm8/vXAiRO5bavOGnabAM8dP3nqGMbViFtu+gT+zUOfOzu/nbTon1sIvXXlJtuED4pXr+FN17hnbFVn1bY19QMCSFk6NLC03JMXMDe0XZtiDb2+fpv+3fCuG+0+vfu6xzr0ofuwQ/qh9y6HvV+l2l7zbTZIPDMGmFXqLuf9/72yae08y7+JTAMG0uMBwam9S7xuMLpQ11FK2z70/m/2N5Uj0PNFvbEAU5OVpUKEK9VsC8rVq73OqSZomrKaR1lyUUVwjNkO5LkxdlKe2SCocGfCeVEAoEyo59Cct3gWAB3wKbvtB0YqnJIaqtXTcqCAMTECIhaUsOKABVBJezk4XZxbhIPzaciU89PBbBxc6hmnHfeWPAfXuCNXHJ2qOj0Xi2zP8zZZTviBX3gC7v/w+wCPehRwww3A9dfj7CfO4b1v+1BxIXf5MtdKYw40fvQlT8EnPn4HfurbX1xW0XDxVlXsXTW2WqbJEfKkEpsU76Ep9pWKwEUPYrEPWCHlfutJfL3k01EZkSxxlpCIKJJM0wYgaz6IzP5HIRTpSiS52o2eRcUv7ytSn3p4YlJQ45r58GrSw0pPnXmBNjv73/pDJDzdF41Q8eBOxWszkKkztZiU51KNzd4lOKbLh8hoMm+rO9iY5ZS1R0gDWDzCMTnPcBaPZp0vMt+8s1ylYdHXFrrDzDZnJwQsOWLBEQmhUm+u3HzPnQYLdRpFtb0IU7H5OZAz726hFaNqgpw9b7aGXtP+ogXaDvWOQM8Xr8bwNj0uKgwSQmlu7kI8VL1p8VjMIORcfLYkCFDSm4VgqYxoElBhFn11UXOaMd7SjMFUnIwG+Ow8yTXKtsHEwdYArDY9DqLi5GRuyYE5x+cJ4GX345KGbGInxVXqzayfX6XaFVkHcuXEorp/htkZ/GD2Hqxl38c2ZgJkoQpij73Xl12JBz7qfsCjHw285jXA9ddj//4PxI9/4zU484m9YncJYoPZMmTh5T/zWzh/dl/WkEsuqDjUv23ZBKit55HW61WfKOpkA0IApgJti+q1zfFGVaip2Ju83UmePVODqiTHydpQ4gHL/MjfURy4nLt99tbMITwckIm0J/rMxbmlUml6Tk2AcFtJzwFXV5WpfVipNxtVpl3jQNA5qUHi5awvxNyh9mFqlwdycXrZ87p5D/PeVEZA5qtKzaxjtaQgYw2XEOAzfwRz4mLQoOpcqhhIowEKGurAIgw3y7GJi2OaphxbcjRPTfXiHMUOl1/FO7LkFRZWKTrvTTJJT9WiYyrLjbVB6doWs/mjMMaVc9t2mHcEelURgqkDny1OTzjTYVEBHnkHCCEgpBIhswhakzi1NHa9QQcnYMbniSvpxntetYAH0SIY8InAwkCuQ8Gvej/U0lMSABJdOiVGoIgg0l4kxgBUwAcAseH4y4rHRbqbpM4xBYySgNqALzUGagE+6k5Gd8xLfRMX77RJgG9K2YNwSvimpz00N+7Xfg34qZ8CHvpQ/OjDnoM/f+N7QIuhBjxvT+kQ1VN3Oo4HPepf4PpfugHvfOtf5oM9iU658QtVcSqRVSZLwUiBqM32QU4K8WCoRUFRB4bcY2Oz24QaZIyJMAmwAUEgS3gaE6ixqZqQwSomsddlgsoUinen9hdz8UYGMsH3AFjZEw+nbGTMqgM8L9Hp77ZAB3lPtRVL3l12Diy6ZXt/qL9hUO/N8i2azq/GE7trmaRvIuf8mykCURgXcdTCNIGSOrak4gCnoQt+/nBxWPGSH1d0AdAloSZzSsvOLAvykp54aVsMbrQYXrXvjSkCAVggYaWSXmX6CJWUN3LNGBcaAZh3twO6OpTp0KEB4Aj06sKpEJ4q+Bwwd2QZ0KbKiJJsV50hmABImAIEhIQrIxZ1mIZDcJYAOUlcVQN0PhaFlGhwoWUEFOCT5pv3JuBOyCs06oCswpAVEMSJRdWbQ5BBGlABX6CcdNoX088LR6fcmxqovdemZldIfiAzoN6kHvjgBnP/l4unnvO6/ZIHfgH+lwd+IfC85+VjX/iF+Mt3fjgDXoyZO9Dv6VVJPXseEe5z/8/DN333g/HG33k7PnbTJ/zJ2bWV5FaNrVZy6Rz3bu7JSTW9672U2Z5ToJpQBkYk1F5N/j4XLJ24ZIlxhJvkmV4NSogwpxd12nLemRnIxJFFubKI4t0ZQuHmqEhypGpOJ9lxEAlEfq3pbRKA1nkllf4qfVvmNbfANlN7OrBTD05ljkW9i7hTSXkzJkrGGatTipcy5Ro2ZypqpEJdyYUM6NTRh9VZZir0JDPQCWwMdEngYKaDZp6ppsic5rj8+hVXMtBNxYklZY/slXNCCSALSB9TgOVaDdD1Iip7f2GMXZiCY4xNGySbD2GqwRyb7bWuHIGeK7wawbTM+9PkPDLF5rOzUw9q773p1Jo8DKBxzPEzk6iElkvwyMByKXUS6GAAEyEQZTXWEMBDDj/InpeZfDBRZpTVnTgK4xwAKFNI+X9j7OXPzHsTbpCMwHIcoLFciQkpluwsO2GUgcwYwoSRUrXCgpY6m0vAUoBu6SbFcopYjgMOxohxjJimgDQGYAygkUBjDkcIK8phCSMQZhsjrBhhlUCrBFpNeVuOoNUIHCzBqxW+4mH3Bv7iL4Af/EHgGc8AvvZr8avf/qL8/WIADSrpCQceQk08hWCFGJCmhN9/3bvwZ3/8QZw9swcsNkyZTaC3rvTsTFpdK51s2vdFvTEHNkKo13cdMBpiQd5+Zc9K9bUOBDKRzSmyeLksAKDzRNX5QtBpGESaKcSdWptXA3rao23Pdnva2+e8ycK/S0eKy7fW/ZXf2aUkVPUmABqGPJYWC9DOAhiGPMaGCI7Bvh8rs+xjebV+U2M76S6E4guUkCU8scdSSllaDrLO5cFBvm6Z+5NiBFYjKIRseaEBIUrCcNH+cGCkSHnRg2CPARGBAiOAkMAgCjhYDTg77uCO6RhOxX0AOeTgfNrF+bSDvbSD/WnA+XHHkksTcV45PQQMnDDQhIGD0Q4v6S2nASMHHEwDVlPEwRSxHCPGKWAaM43gkUAjIayULpCjD5x/VwxabQd6n6IL4j+y4ices9njTIXjDdlA4QDl+mqCOYM3Gs6uTS7LZqjWCwp4eXUme9Um6t+ZA6Y7xp3r9VcBLxDXG9gGaSCJ29NuomSb3SuxfcEBo9a15tGz9mpbZ+9enXd3Bip9Z04kIYco3Hprvubbvg0fft/NeN0r3th8x1RJBKYKyhfg+IkdXPMr34Gv+vr7AMwZ8IDqukqFJPfZb7u/bvP36atqnZuu9/dU4625pud2370+ua0DEu7aFjirLEWSBLuKO/OAZxKQAzwvbXumwc+T0Oxv2vRedSyj9py2hypHpm5bgNJuH5er9MHb0Nw3q6QOL3VuYWP060JS9/un+jtrqVYAcX1p9GMNM9bOMTvONvcjJUQkW0UhUEKk5DI11Yks7LinI6jpii++HkAZeTb6ZO1r6QOULm7PaB6BXlsa+4lPyjubPHos75QJBrhJqN5Wh0gAOtABqOqxnGuvXfPbFK1jFrbQZfap2vSYljoEoaQgaq/zqzT4c+teoXegdav256kh9vNFP+dqvz/4z28xQKxKQ1y9tLd/fom3v/lG3Pjem6vvxqE4Geg+B5rX19v3z90wHqr62s0/R0sn16cn2Pp/NX5nINHpn/YZVnX9LEuzBRTwAwroWpYjN7fWrTau9/nSXtcCdu9az9j4e6yNHmxKu/qScC3p2XsH18ct4PrS0oTed3f9y8oAt5+jd986mmK0RN+5f1lVDrnGr7Di0w6WR87boo5stu/+b6/L9VJptnp5N2VT2MI25Ui96UsSAxMgTg6i3gzeaUW4RLXrkbNPSB0UA1i43ryoq+TMU/vANIGmWKXMMrduTZqsYQvipVTsdVKfAqPTyVdSobxSOyDI3Ucp29ZSyu31IQXqyal6+QGwIFPP0elgLXk71TGmuB8X703ZN+cVGdDemcXZG4s7Ndf/q52CgdaeFwi46lFfmkMU7KUdwY/O0UCYEnaE6NRFJ3D53e+M97/rb/B//cxv2/1GXJSItA4Wer6XhixfsP54R1JkF5ZQGegbtV9tE3TPYAYss0s0EOi2osrfqWESXsUnx1xQfA6MASz8gTnPjSSrh6szSwhik8rXmXcnE4AEXdWdfB9qff6dLbdq8wbey9OOucWfW7DqgZ3X2FRA6UKWVLWpElnItmHydKBjv7P2Vx7CwGw8qJ1OAU8ZsYjswRnY6E62rSZj5Mw7XL05OdMQb9crIT9A8eRkWJaTUOZcpg/5monVTh8tvGCpyac13IDdqgjI9CHJfA7ESAgYEzBIGIxnrNWm14YzVTk3LSUjzeiDD2faCthxBHp1YTcRgFrlARQ1CBXu2eKd/IRNMop0WZCQdfCW/HcmnTDMiQNwhJ4c4c+/7P5nlqmj35vc/ZjThxpItL7CYWUMKdyYBpR6mx38c6RUgIdaUlQ35Nkaek1b6nf3faDXKTPgv1W9MTMe9/SvR5gm4NprgcUCuPOdcbC3rDlsVbd1pKjHf+9DcN+vuBJP+rrnY/LZoz3Q6LdvyzpJ7LCi9FEJeHN/GwtsINi2qW2rOhHYc8JMk2F1ts9LwXFaro2Jbfzb4qbqVBN0xYxkXLomQM6MmRDqJB85wBpYLULr4whbAOxJYr33B2rAa9XBm+x4qTFnAA7wfJ/IuPHMMFHFRNm32KTpkWvYjx+vXSCRKtW+6Z6R6Yo6u+R5oAtVk5sz5g2NPiPMQEVXdG4q06pLhSUv6aFofHTeV3Y7EhpAYn/saJDKJ6k1Terw1l0f1P8PFLqwJeh9RtWbN9xwA77+678eV1xxBYgI119/fXWemXH11VfjiiuuwPHjx3HVVVfhne98Z3XNwcEBnvrUp+Iud7kLTp48iUc84hH4yEc+8sk1SJLJalqx4oYcSroqcXOvAk71nPfulGu9Ud9i+aqEsXny+ezomiuvGqyOs/G5KOsQBBTPLC773Tx1crx4b5K4J5eEr5oLb3T7SeLv/GarKIjHlpfy2gSyhlEi3dWrKVD9Hu1meTg13VXjvZkYD3jklwAvfCFw/fU5XOHSS/HG//Kn5RvYNxMHFv1mwo3/0vNfjau/++UZf/Sb2rel/n51TXY6aLdCEDvHfb5F3bw9zG8iRXCQ32ab3efbamO12ZrjpEvhmDOKjOUQm/eXuVDVVY9xnlK1b0HdthUbos491ly3Kr2082U2f+pjOZxAJZ/JtADVNfos7/loyaNTuV8cV9jXpRKe67sS9+n6Xb+FOKJwpLy1TJecQ0CWuttrI5WxavW6lGfiwcmuj30MsIb24BBaQH4OetBDWW5s6UMVlC404UiefhhN8Uml2W0pq0mrGF5uwxUcnWjeoQpx2oYhwmcY9M6dO4d73/veuPbaa7vnn/e85+H5z38+rr32WvzJn/wJLr/8cjz4wQ/GHXfcYdc87WlPwytf+Ur8yq/8Ct74xjfi7NmzePjDH45JVRwXUDKHI+AT3cDUQW2SHrkB3kgLYb5vKyYHgldxWoJrp5IoDgzu4zK7fRSuxov3a8Cvinmb3UdOvUldaW/0Sw2hXvbDzoNmagod9BaiwMLNpZAlXgE6e080nGhPEtTfHBVvRn7LvZkmnL7kFPCxjwFXXAE84hH4/675TXz4/Tfbd/DJpZVbPnXxcfy7n/0mXHK3O2Fvf8Rf3fix+pt6IPH/t+eJCvFqNiVi3eMChtUzFFhm4yv026OgqgAYevd0pNsN70LiwEG+LRUIUpkTdm0JZzHJyElJfuFVk7gMUHRfEzs7IBQg4+T+F4Bsj1XhRomtTl+fAaXs23xs2lytm6lqzFgSGlR0wkt5nonxKkvZN1DTcaHgp56b7lqTAg1Eo32P2p6q/anvrsfYMdR98ENLH+SaJCuxlExLGbF7wEsAACAASURBVPxskehGvenXypxSkQA1+Nz/r4CndKNWbdbtgdGxwiS36s1/EMHpD3vYw/Cwhz2se46Z8XM/93P44R/+YXzDN3wDAOClL30pLrvsMrziFa/AU57yFNx+++140YtehJe//OV40IMeBAD45V/+ZdzjHvfA6173OjzkIQ+54DZVuQSDqnHK5KYeEdFBqiXke4k52/KUKNgyIW5C2qCETMzCtRTiT5XaoYqlAYq4L7tUDrkXk2saAClNKNkQZg4tVP/vdWGVKrOj5pzr6rXNVFQXzWTzQNfa9tDa86z/Eq681z1x+uKTwFhya/7ZDe+GOWn0CD4RTp4+jrv/87vioktO4uMfP7dxfOir53XkXPd+sqpNALZywDSvN59v/u9rKGfFbL2b6lpXp7NRA5irP4H8/QKAFIqqU217Bhyqnsz7FJKZA2z1dQBF3dlpjE/EvU0sVmu3a212es0mNabsz9Spbj6bcxQpw9IwvtZNbrytKwpsHvDsfsE1V4+trSemE3s3ZzLRFHDVPEKhLwDV8w5ln4XuVDZ5UFFpopnvqo5EMZXo8QACxB8A7rhd664vgFcnpF9HF6p322Zs4DMs6W0qN954I26++WZ8zdd8jR3b3d3FAx7wALzpTW8CALz1rW/FarWqrrniiivwRV/0RXZNrxwcHODMmTPVZkW9z5Rz1UEMBT83INcQ0bnk57hzoJ5UUC7FcSrOKDuTcjwAuGtalKuOtdf549VARDXIuToXZoO2C3jOptemFNJj+bdum//tS3rcTE4Fu/wbAuFHXvrtwB/+IfCCFwBf8iUAgDtuPVukFOfJyIFw8k7HsTi2wN/edDu+65teiA++76P5fEdS08JKnNy+AZ5et824aMcRMKt37fWtp+C6OlXyOKxNvs7W07iVKCHzAHDjuib0RoS9jVz2zc1fJSyVznxYxMzmnS5sA+aAp2pQrdc/uyORzgBPGN+13txNn9ahNbBjMwD0396NH+UJK6bah214cPULy7ahLibt+Xml/SqPm9Easv9zlbX9DgAmpwHihh7k7ne0AX1m2hdfT71wrLu2oV/k3uMfRRqym2++GQBw2WWXVccvu+wyfOhDH7JrdnZ2cOc733l2jd7fK895znPwYz/2Y7PjOg6ztOeSxuoikBasTkVt0RCXwrkSNBk1i93DpzXLGVpYVCxDUXGmIuHRBEDXwAoMZpcsOkF2CJaSLMk7yIQhvcT9eh2+6exTAMfkjNaEQVSXOZtCQiKq0gy1gaYlnVCx5Wld1WKQDNPT53a4nHo6cBMajzMuA1sJo7fnMeNuV9wZd7v7pcC3/gjwuZ8LvPzl+ONXvw3vf8df54B0/Vbuu139wsfjlptvx3Ofcd1cWm9LJ9vXnCh2AFDLOumMJOUXUT1rWXwak7tGn6P76q05s2VQ4XqJwEK91qZpoqaeAHuuHfert6vjCuUxCV0oWQguq6MKnFrQ6k9l6SFdX9JAIGd0yZKdG7guO8ksNKNXVJ0JBQLVrJQOaL06q6WU2u8KFMCrlg/K7aYOPciZkgrj4EGN1WvZA5+T5JhQvD+nBM9s56D3JMyIM7FMKKpcTUfG4ivAsG8zX4tO6IqqN505RDVA3qY3geAXjlXTRsbSPN9JxkVeUy+UMSWTwK/SoDa/nGS6ZGti7SehEfBJ6B39qn0YtkO9v7egp6W3GOfabPhbXvNDP/RD+L7v+z77/8yZM7jHPe4hksBUnuuCViv1mBvgHEOZ2EJgSNcGU8Kh9bCqQ7jmas32oP+7wdhIPDNdt6MN5P5VwOOGlrYqAmX8UgpgYkwpZ4hJnFe5TpR/xxSyy7HF5gGBkoFdPlayuXiuTSXIemWF9VtPdUEVx1rseeoIZB7iBwfAve8NnDyJ5zzxF50dqmFQiPDLv/C7OHP7flelVI0nDzq+KAC13HqvnnbxUwcESgS7T5f7jFDKvYca7RW4/HuE/JReOq/qffR+LS1YNiEQrODlJBBi9VZOJokoCHLKQceMCWouUPVjBuapBrcJMJVparmJprTSHWBtrcIP5Nq1qswW7Mxj1QOd2Df9+ArORqdN0nFhmgaun4VyjgnSj3qcZB67tRrds9SmqCFRXM0NAToumqSeV7g3l8y9N4umRxeJ1t/U2PGVAQ6A0Q8CEOyc0o5aImT9VQacfU5emtEEa3tlz+NC/A4pf2/Vm5dffjkAzCS2j370oyb9XX755Vgul7jtttvWXtMru7u7uNOd7lRtAApAAXMVUhtUuk51BBRjdhWc7rI6ADB1ildFAEbUAdTuxmsAoVL7NYMi1wGrt6c6VN25Du5WvTlTc4oxOv8/B7zqfng9PRnnqKqL3uTrtbN+Z66ZBaDed2W5vyoESr7DqYtO4BGP/QqACH/+5hvxwff9rWNY+huA9efWAV5LoNrNjSNzamnrbSQHr2rdeK0jijPVm45P+e0G2B9Wj7U7lP51ti39X8GCAlVqQVMftqrHFpjagPJK9bhetbkW8Jr6uqpMe++AVp1Z2fK8qlHuq0IV2m/XMkKd8aCA579p/sZlfPh72hU+cprChqY4XwEzm3TmW4/xJGnUbN7PAslrJ5RqzqO24cH939r8S306Ttxvjzag0EpPNw8rf29B73M+53Nw+eWX47Wvfa0dWy6XeMMb3oAv//IvBwDc9773xWKxqK656aab8I53vMOuuaCijitN3E0FWI3n34w4dIiGvzfntyMZoG5zHFlN6HUAzwGute91gW/NgPacnIER0B2sPZ2898SaHW8GcwV40GcXDk4nVw/gq35wjj7Kyc6Wjqm+Z/sdCfd9wOfjW777Qbj08osqglRlwbiAjf29FbFCtR0Kgs3zNwLamjasBcJ1XpvNZuB3ISDqnbpCzWBUUpJ3JgIK4HgbX2Nrq2xuqd7fvKVZfS1gdtWZBlgOqA3Mi6RVQL4jfVVg1QLY+rFQA54fNyh9HuSa6juUPq0c5CqaAtmv6UWXZkD3CWb+UDOF2PGmNc5q5bG6Pwe1mZcmyvU6rSttUEMbNoL2lg5en1H15tmzZ/H+97/f/r/xxhvxtre9DZdccgnuec974mlPexqe/exn48orr8SVV16JZz/72Thx4gS++Zu/GQBw0UUX4YlPfCK+//u/H5deeikuueQS/MAP/AC++Iu/2Lw5L6RULteqFisnywCtwhlC/tKqX5P/OYqaMwZg0mujZUovdr16giKxxdbkzPgoOmypxmx2ClxAUVlB/ufmOqAMnJQHfol9KaoFCilrWmU/sMuW7kZVz2htEySFajC3XlmafWUGxMAsBKMAngM75WC1z9StfPZBg3HnYRGRKOD1v/XneMsffwBn7ziQEAKJkdJv7H99WcdFelufI16z23NHzc8lzsSzrV7Vms6uB6DY/3ybfBvY3+fUoJrhpWf3aIh+sQG64/pcZleXtlU9lcnmTR6HE5CCZCjKqzLwBCBNQOXNGWAGxxCKnU+e6Vs8a33jZWrv48EOKPZ0ANhSlVk5sFWhIuU9NUaXQxlLFlvn+lVDU0r76jcpqyygkhjN/BVkjT5Se55s6i8QxtzuVCRXcuEZxHEGch4E1a5Hwgt42sJcHNnyunoatpAzL3nVJBEjgZFSQKDsJ8DquZn66k0LZeqqN1ExxhXQOfuj0YYtymcU9N7ylrfggQ98oP2vdrbHP/7xeMlLXoKnP/3p2Nvbw3d+53fitttuw/3udz+85jWvwenTp+2ea665BsMw4NGPfjT29vbw1V/91XjJS16CGHueB4eURqVZ2QXXZfHwXL5di6yLrrhhsW/oPo9ezIIu3FgIe0v4hQZwsfWp7l2Bzjg1aQbrfsXBOU4PaCQxP8iLtBfsl7rMlKk/O5Kf5+bgnlO4ucLV9STUnlpXOVitbJZF331PIsKJ08fwrFd8J379JW/EDa9+O86e2bcAYa+iLER/XlUnkGDeD55b7xRSFVVzDEC2c617hrMHetveoS0K2V5YXdfT7azhkH0mmK4TjLcbmtQh4Qsyf1hsWZRSNmmreju/jAGfHrO1A31Glk2lXRFBjs3TjzWgaC9WQM4Az4OdtkXm8UYpb00IUx76ZB+MQfM0p3q5pymA0BHYuGpz/XopNE+Nem54BtHiWmWtvHbu+TnG9n+R6HJcXnCem8HRiUIrAAWz/L3Vtgd3rnyKViWqtEwZ/jl9mIctyHtth3mfWdC76qqrig6/U4gIV199Na6++uq11xw7dgwveMEL8IIXvOBTb5DmypT9CsicCmg2yFGIWQYZtmuJ3bXmySTHLDt7skFZ4mrYBqY6nOQHoQY89uBmWQwhoTFF6pN7e4NcQanKeQcxRuvrc3Zqaf0xgFrHP1OTNupNA7rcaV01RVHX6iRFDXTm1FLArjuM5Dvt763w7j/7ED78wVvKN1XC5AiUzcVABUTV/rWNZ5hTT80KO8Ajf1jGTaifcSgApjmANlXb9RsdZYAaCEXyrNvuHF/acwp8IQBBHLiYMmKyeA8qYMiyOCAWaS+/CKcy7xRoKTnvQ6AGQS/VeVBs4+4qR5Xm+7XSneybGtPX7QHPVIuOPnjgq+rWepr/4eZp057MODl6EjiTE5TjmoasWvlB4/VaFa+9PzrAwQJKc3rizR+VKrP9bZhbD3yVWYNKnJ7/EhYqBTgaQdae2Yb6/5YZ3qb8vffe/IyUlrtcx22u4ejXHgeMI6vKJuBngTQZoFsyMw4JD7uuf1Evu/mm0ou/6WvSLqzeLR/ePXzqouO49O53wV++76P4P3/yN8BDLFx726720Dau8RdSLrC6Si3dK17Kqu7bwrNzU/GAr0VUjV2Pz0+m/jZZkuTqzOo57ve9Al2bO3RNLtFZ/b3ixa11K0xsmMvd8w68qu/XVkMoc1RxacOjqqQFvT7c1EQZD2vHRXu4ARe16W0q7bz+FEfJmodsmBMXMC7/3jqyfEbLthPrUyEuvmyYWGvXwPp0lW11AocUv3ZeOdZ53KfpeduUb33Gv8Iz/9MTEdaufFDK30mzLuAZn2x7PiXA+7soPeLklzW6UGZDbVubyqYlk7SsA8b/Xv3JzS/++4/BQ9fT6x2nPLfjIY37O5nXtIExuIBxcyTpNaWK8Wu9ukTVxsTVMcARG69L93UAsBAFU53Vk5EdlzgboOok4T+8V5N1OEmnRTTHFs9d+nuIeLb1FoP11+fXk6VEVE1HM8WNNn+7Ur2TY4N7FXh1U6f80k++EpdecQnSOAFDrL9Jkk7RX3EmYcKhXKNe57vE7hPno1kndIhcqW/D83rjqKHP3fu9Kliv8eOyV7wqsBq3nUVRe2309bQZUIC5KWOd7VNVe62acZONzx+fSpA7BVFxqmNM1eYcQ8iJXSovWRFCzQ+aWi0lWb2c6jrWbNROSNMZojsG1CSS25DVmrbPMGcubaN9D2+3bIvMj7Uq99n1zW9T/EKxuhispwv+NquKykKwPqFF2wX+em260rtPtr3ryhHo+eLifIidcT0fdNc5guLnoE4sdRdug89l8lQJbDX2Z2YfgP2yGwA2gB2goXOuBUb2TVSDn5wnd06LBzwFwIDOANbrhdAnJrvHb7l+eWdniWYH5vV7sPUBB3bOADRzFMjp4uSfU6eAJz8ZAHD+zB7Onb0ZGAb7HhyUKImtRH61A3oMa0/VWOykNWAqALXQ3wMmU0UmZZz8yQbsNgHdOtDrAd4mQG8ZN31Wzy7W1udWD2d3f2WX82EDrU2t9ZRsizmEHULhhGk1gCUFvkYfbG2UOa+epKJi9bZFD3xl/Gb60C5qbP3uP6ZUa3a6NWMBnJ2Z2HNNrp+rpAy2Fb8ATgxadGiKdmdFR2Bzrz5W05RMogrYRUoV0CnweSaZiGWK9gHR/x+EBuQ69CTX/efpA+r9irHfkrM+Aj1fNI0PhWpC21pgMugJOXtJvkfuDZgDnhICzSKvkwKoJzFJGET0gago/gABnQHrjuuEovl1WnS3XXDWpLqQfyMxotvXQa2A15P6tBsC54UiWYCPpa4pASEkTAJOFRcnQMjuneHedwaIGidJVJYJIirhJRddBNz97nl/mjJhInGBD45QeykvuXM955AeGHnJwQOf9Tf37WO+XjRg14KKBy1fDvsfgIal1NIt96/tPHsm2fVAVuvTZYAs6FwCzSeJiYuxdixhBkKsHEhmnpK+bCPpNYUAASY2iQ+IzlkoNe+lwCiL3IrTGQfktF4yX6tFcHWOTykDK5FJab67KKEW/jtjgqCgKMA3ubGhGLBGqvT5S82jNJQwCnWqU6aRlWmsGE1U/5djbFLdgiYEMCIlDGHCIuT/Ceq/VEAPciyGZHQkyiKyJUNLoT8VHdIOCZlJJcf8F3rn6Z/ShK2GxhHo+cLTJKqOVGKFAOTVnVMmBApuMyIQyn5nUBqXqxyZrbjchELo4Ax+UDaqzRkwOMDTZnjOSP9n2IDyEhaFvmpTB6pycrryccvpWf5NQBZ4zoCZ5L4YUo77M5Djur16HGVwV4AeMjjp0jwcCBSpxD+GgOOnj+cG/fVfA//+3wMvfrGAW4J6Es5VUE7a01CAnnuqL1609dJXUCLlOr23qnev6FiauHJQqVTmvet9e1yZqdqBAlBbgB55cOy1oZLunJegrkPniLCmHKsCwskFfltmEy+ZhEpaM0DcMgyJfT0SKqEgRqFIdtZ5NibynF8HfrNFcDtji2y+u3EQxAmtJ9FrmxNn0yPLs5ykN5fuCrMBz1xrH/nlszxtcfPJM9TcMp3uN5MfRqCEKFtgRkQSMEwYQsJSJLUgjHQOUU4zOgLUCrIozLHSnESZ/lJD81g6jluwdu2m6Pp8QzkCPV9sooaaK2bJ/OxUFzSlIqG1HLVX/VSA55Y4Ufdot+YWk4ZEKOGnZoC6c+6adgC04n9lewIE6PRXgc4PcK72vf4+dI1SBfzGFIqU5wa0cnEsKkamwsVVUq0f6NV+dnsuDAEZB0sh4Kk/8y31dwRMzeZjl2iS5Z1UTSXSngV9T4VoWsA1OtJW6z1n9znVXTu29Lm94yqZTc3xdn+d9Ne7tpXu1oDezCPTj2GglkwqybEGOC/lIbFL80Vun4EQy/hXjYcAWpH4JAlya6/VHJz+f2tbPk6IsFRkIYgJWzs2S5215NfE+rEHxgJ+Cnw8TXl6BQJPCRT9nM/v66VsRg7T8EDWfgcKAZhYxrxwqJAfrzadUqY9yfe7pykuubqYAoxZjGtohTGe7pyYFChkUFtQAbkFTYUeOMaWORrNyKEVKgV2NEQKgEzGFKuKkxoahsC5rwOKFszATuaxUx8fVo5AzxWeZNIEKmqMfACArLCs6hVRHegCpvo5jUu2FYyzapP9/5xAcdGsXC3qzeC2WD5wJQEphxbIBgGa63JjYBJefkFUcTgcZEAGRggpqyJCHsCDbKrDH0LCIIO9LZqQNujg49wuHdBq5zMVp7xDeY/yv383Dly40Qjw5PtG+l8yZLzqpTfg++7z2LphmoXDEwFAgFYJpBAloEhr3l64TtrqFBK97WY1S0PsNgFSD+DW7Vf3dRgwNBJc1aQO6LXXGgAWgKgXgi2rjdtq6RKLx7pYKwBd8Zv8ivVBVmq3ThEJkHiNk9I6iU9XQck2eai0mFK1uK3a45A4r52p8WMemHPD5VWVMSIwKYhCpFUyukBEkomJwUjl+yHlMVY5p9R9znIxKePkHGtIszRVknXT15xKv3qaIis8FOaZypxasxkQBmTaQAXsFjQBAXk/TI5OMDikyrYXhW7EkDBQKmpPp4JKwlBEyQQVmBBCyMy4qDdhtGBd211qti3Kdgryf6oluUkNVNyt/e8ISuW4ItdWi1d6jgyouX5HlCvVpEk7tZRn5wBUQIf5sd711a8+ppXy1FOrkfBazk0nhe57Zxdy91Sv3NPx9N4dnX0ppy46hq97zP8KEOFdb7mxW58Sb+9c0VNz5mvRPT+TtFKz7+8DisOBvSqv3fx9dbvLvbN2zNrE9da+AzAfm713azUU/njHG7M6X/2fypxpx7iWdU4plcqTyn3U7G/aXD1VCrFGfVoFmvvn96RxH+iupR1b1dyv7zfvyw7g5bpcE1S6SyVv5uz7+7jFJpECgMr2XejHIaDQ0gspqumJlBAbmuDpQuW44ux7rRd4L7zBrvdNUTPIBbb3sHIk6bVFY4amKaeqAmy5Ex6G3M8qySl3ylwkwNngZ5HuykDVdblUHcExFBtb1ImIwp0Z8MGpIPQabJT0lC01iS/ATBGq3izcXBmk3o6noDaE2nMLqG16gSZZc48xUF6DT/X5IwVzllF1KhOL6qJwoNZ+Z6S2dzTJLxOy+z3g8/G4f/Ng/OFv/3l3QvM0gSOVNfhSMjsgpaxiVftMT71ZDYuWUG2h3twqZs4B7lqHlRbg2vPr6mSe2+e6BLfzXE9YXZ3VKgg+wbGs48aTAwe1Wau3JoUijaiEZ+rq0ICc3ucBqf+6sxKlvSkAIcl4d/Wo2lMzuIjNL0t9Yt4g1MwuM4Ckwl8+HUIZWz1GSvvM1Jt1X/pvQSGIXZnzGppeFZpg/ayqTaNBAsi526hIeU69afY8QtaYmGTkaIxTG4LY/s+0IWUbHuVtgUk0QMnAMFDxOVUaYbQDtU0vN1aukfecmBADI6WsESKSbyBmEE/vCt3LEqAd31KEOwK9XuEEhKFSc5mH2YyjbH7teh10VLhHtwQIsSMaxvkDZQkQdYcuaYL0V1N02RI9+ZCpLrUlNsSUBsm9fivY3F85vTipBKQ1RLa7SjLKsTa9mTKvZqFutradxCrxQNX3ADN+91Vvw1t+912446NncOKzL5q1i/w38G7cZjvV7yPtMklg/o7VenbrihGYNdcqsHbv5eoZtO5a37aOE0v7DPPWPazdvpizTgMUcGNLgCKr4pC/pfQnMRk41Dkvxb6nY1tj37J5DZaNRQDGfjeVkrzUPYcLKHunm+q8AJ5eK3VUqy/YM4r0SG4sHbZyun0FGRe9VIXWJD/2qKjICZQZw1SP1Wrs+rX0ZtomeZZOXZl85OcfdI4pjdFvAPhMKyXfZpitnJ7PkzHBuvk1OUs99T439Ga2crrSBBTaoDTBaAXKNYeVI9BrC8sM1EEFFC7Uq0r8SgvIHBPgCIxysszFddjUQ04371Y5LgCI/GEnCPdZQE7PGfiJ1KaMqXmAkU4u/25u0CS5LgUwJ5kLJdG0rpisgzVRGcittKc2PQW8drWFkkldVk93K6eDZeV0adMc8LRf8v8nju/gp695NH71ZX+AN736HThz27naNd+XUL5bb+V0T6BKLNMaUFKTkD6HqH6mI0brM190jpNbOV2lRHarpqMRcPxzI3Xem2aSG8t1G1dO9/UIllXHGwDM6fRSAT7nRDHLr+nq4WkSLj7ZnDBGTdNrUZA2yEffZKvhVuRGseWqs4c3LWwCO9nvf1e3PmBv5fR2Cyixms0YY01G70soz8paDdlPXNWfV04Pud+VHmm/OembknfgEoBIXM21crzOdWlzMQEp5ZUUdPHYCYTJMba6TTrvkSU9pQEanuCT1SttyZ+IbOX0pNNcaJABnq6c7kwJttK7tndCTes2lCOb3qbiJ0Jb1hHaw84BqGx6GwJuzagMVDa9ui49v2G/24a8rUsf5I+3IQq9EsS7y9/by+JifILT188cbzaU/f0V3vuem3DTR271FW++yZeefQQ43J7XftN1qsg1ZWbHc8c3tWejyrM952167bXrSu+92vAGDxjr7HqzetcgbC8lmF+U1Z/3zgmtTc/qa8CmqWMW7B6a+q1ZTZ32Hp33XNcPvs8ae2/vu29j261sev4ZXnLt2PSq96DmfzTzrLnNm1HUtr9u3q+pYi1d0eLtgYfVbWrOTXTtAkjAkaS3rtjgVc7eDTYSLjygSGe9rBXVis0NB+kyuLcLd1a2O/ehrWnrzjf/m62vnM5ctTsGtbEB8I4sAKrB3ks7NC/JPLMs5gbegC2TodXtE4pNUxtq75fB/vSpHdz19El8+H234Nqfew3CwShhFw1RrJojEgg7rldjLQH5HiWrRonVa+pRNdFhRb0/150Xia7rjdk8YyuPzV7gewckq7HZI+KbmDd7Vk3k64VZ5ddW7fYv4qRFoko9WNn12tybel8LcO1+q95UiUrseUgaFuPu1fg95vw8F8PHydkgKzCql0GysRRRxpbvN/edWSdd65zki4sT9TF97feYJQ1o8wKLKUU1TyW1YW278/PL/+9pR9FYZ5ueOrIkpQVwG/Gcfvhjjnb4Fmt4E6lPAWD0qNAGGQcNrfM0kNfLDrNyJOm1xSW/tUwHUiovrXJw81YZ/J0jiz5Lq/FEX7++nUMNaA4M/Hlfel6Q1eBGfc86R5Zyrhiie96bVk/DFfrURFU3r+PU9D31mPz/nY+/Cj/5jEeWAFRvr1tjR2tX3vaE22wfztGj8uJsN22SI3AzTn2TtNhy6j1Jyj1jbT1ALdH1zrvjM8A7rM5eELtfiVz6Ne+k+l59dOvI0uz7rCFV6Ul1QDUnbd8fa49rXW3we2epILPLWTXk6vKTMM9jD0bV2Gr6tE5PBju2ThXfgqbxhsoMsevjmXOSc2RpPV6dI0t5WB8dyrzrM0HqyAKgcmTpaXYqWuE9Ptcwzr1UZirhzYrRM6r+37YcSXrrSkp1BohWXSNSwidd1kkobh5vFWy5Dhz9eXa/nfs2Pabnrdn+3y4pBKDryty6JcNzcE2b2q79+Ze9AZedPomU+IK0mbOyTqqxJnG337tqyd59rXSybXvWubK35UK8Nw+7rldndXwu3lbem23dnjBvWVrQKSd63ptb8uitjdKXdj2+3jMPq0sz/RyWIcZJuGvPt2NGnXoOq1Pb0Subxp8HjEay87+bSFvY4BlFyDRhamz/6+iIaoTq5jfvRfP2zdrb7G8qR5LeFmXtQrdricWFTfzNgzSfm0lph9Z5+CWqvuiVVno7rPQ4uB5HdyF4cPrELq5+0kNx8enjSwNsEAAAIABJREFUuOPcAW78q4/1L7xQFNxCxdezv31KpSeNHXb9J3P+U23zhr7ZtODz1u1YB1ytlLfufAuQpi7dSKXXHD/EvvfJLEm0Rnpf+787vnG8NXF/F1IOBbKelig3qNL8bCoz+/0FtXDLsqnSC3jgEehtKt5g3R7X0g5e44Sdp6ZdqpxfY79oymEcS/f8NgOiwx1Vl20Y2DNA22CIPtQwDaxVofi2XXz6OD7/n90Nl1588lOfRa1X3jq1IGricyjwbQGg3fOt+uuw+lsnlV59rYqslQorVS/P6/RjeJvFWde2ue/yT5uAqbo+1L9tWQd06yRGiERp19Wqy22z888lvuY9vfrxQurZdN4zX+64T3phKtc1S5V9OktsBquX+j6Vp83u3Tb+4JMoR+rNdcXZACpDu57z9qR8UfkNKGoUZx+wVdN9UG9rAxC3fQacu3GJ1fMZ11m9VER1OdNkepWm+/WxLrV5oAy9xIRIEm5A81XRdZRWMXqdeD1fb46/gXNHlva7jRg4vbuD5WrEh//2E3jMM1+GuM/ZR0TOm61DC3N3wlWr1LeJvXsb1hMKf1xVmT6WjnvjYJtCZA4wVZxee10Vn8db1Z9j9JprN7G5lYdBE6PHbOBQO4CI73gV9xhKZW4ZLU3m7pfkybFlKEQutA0BdLmf7CyzjfTlx0aqQxf8NVXGJDawrmL1fF2tI05o7Iqd2E97p3UOOb7Z3gbnrmXtUjdWSZ1VQijMhGZncTQl0xF9gG5NnB6Xa3R+sZz3cbsAMCHH52lJHOBDnfIxslCl6I55ZtjTCg1R8HSi1lvWNGsWt4f62GHlCPRcIQI0gBZEJR8gBSBqnkfZfLwXc048DRQHCfXkixJ0rERkHPPkTwlIUxWnp6nMaGIgUh2nZ/E6KDru5OaHHNM4vZkq1A8SicFBgsXpTRovRzmHZtDE0TrpAzBgqgJQtbRxelMKGFPAlAImF7Pn4/RyrB7QxukFBn7hSY/EjTd9HD/54tfaJCYL4kGRWiYGpoTFEPCkH30kcP48cPPNwJVXSpuDJfS2nISajzCW78ghFDA4DEyU2SCqGXYFhHVL32yot0iTnTi9BlzLRyzt6fLYmiJLr2XnvLPmvaBOQt42x5z7zUu/GuumcXoROU5MPTFjzOFzft1I5P/zQgYSpyf9Ym9QxemRc8X379uJy2vLpytOzztIdeL0qrEV6o19xn+ieoz1Eh04UPNxekjSNyxjNWmcXgTGseTvlWw45OP0Usq0JDnasiFOj/RzJZJrUcXprdKAFU2yHzFyxCjzfpI5nl9XEmeEhJCC0I6EUVes6MTpTSkgMUq8H1Pup0Rr4/SUJlDCBcXpHYGeL4sFSNbTo50dATb5kDEAOwuo51fJ6BGEMMgHFS9Bv/KyDXFN1zSOeYCuRnCIoHECViNoFUFDQBjzwE8UECaARyDBrVAumKoJmXOAel6rjhNqwHPSnnFJOuAnGdSjtD26bAjDCE0YPUCALISu6tJzbRMHrKaYBzITxilinALGKWCaAlIK4ImAkUATIYwyaMcM8hiBF/3Om3HLLWcQRpRtxQirZButJtBqxA4Bz/z5x+NLv+xzgEc8ArjpJuDJT8aH3vWRvI7bYgc0xLyQ7BBrsIsROfu88KMe+FonhG3sKJ5otac83W7wi7V+f8I7NLRq2XXt8QJSxCwGkNeBXqf+zcsLyUoFpjJN4JiqBMw0BVtPD249PWlIxi5J8F6ysKD0t2pKnLaFRdr0tsVWNVmBXCvJVRfW0qRKS5xCvURNJ4enBacPQ6YLiwWwGMBDzGNsEWuNQZRxofUmnkklek5XEdGhQJy/W8gXQZcuIgjzod92ucwgv1wBi5UlYqcQEBYRvCIESdwcIpBinnuasD4oMx3yLxGBIiNNAcsp4iANOJ92AAArjjifdrA3LbA/LnAwDnnOTwEaepA15xm8YgqYQkk47TVKKwG85ZhpxjhGTGNAGgN4pJw2cBIBQLYwlt8wMsIoCblX26nkj0DPFdrZyZwSANrdyYQSMJUFK+jpUkDKvSU0XDIkF2G2CZJOGp2ABwfg5RLp4AAmmAUChggSbtkcuFglyDwxKDI4ZrCqsqIT1zE4QPHQMtBznBEDcUVIy6gXZ0ksKtdGGGKynHl5cdl57k2gqCh0kCvnNk4Z+KYpYLWKSFNEWslgHgm00g24OO7iof/zlbj+99+BP/jzDyIsgWHFCCtGXCaEZUJcJYTVBFqOoIMRO2A889rHFsD7oz8Cfuu3cO4L7oWf/YbnA7u7oMUiE6IhmqTHg+PG5bciUj2hbBsukrAW9NbeYuoZnj2DPFi11+s9vWL3OeDT4x260AuAryQh/yz361NeUV4pODNxosGw8R9jBUa8Gm1lAKuenJquY8tjoaQcCnAg0PyztGpK7YjqhYvUBqCAGpDBwgMvUDxMVQINIuUpIzXEDHoxgnczY8UxlO+nuS4bBoqEzyGG5cK067U90s8pEIJrI4ex8LaqZVguwcslaBgyE4xMAyhSbe6kgBgyHVEGL3eVxPKpRgWE5Srg/GoHd6yO4XhcITFhxRHnxl2cG3ewNy6wPw7YXw1IKYMeESPJygm6csu4DvSEEV5NEdMUMI1541UAxgBaEcJKAG5JiCvk/1eMsEL+f8mIBwlYbaEFwBHoVYWO7YIC58F9bDcPZqBw8DsLs9cxkXFw4DIZzd40Zk6VJs75BUUiLBOIkM6fzy74YiOhEGxgM8eihkROhssDgyIV8Ato1t+D7ZfGuMKoVBthCWAZslVmIIQUkKaEKeZtTHnJkLxeVga9nrNLnTsPGKeYpb5JVJoymNMYgFUAJkJYBoRlHtBxSXjwF/+P+N6HfiX+4M0fwCfOnkdcct4OGOEgIR5kwAv7I2h/hR1OeObPP24OePf+Evzwo/8D3vfuvwUd2wUvBuHKI3gQVeYgQKfEyIPeOsDaEvR8/OTWhQtDUlXn7Lz19YVo9utTYo8SRA03NmeXN8dasPR1ugBri1tV7cYoWgtdQstJeuRTZA1jWW5I1Y16LVAAsRdCsE0RUCNJFTbLyiL/+7X76vg+B746r1XVGQIw5DSFxkipdDcEpB0FPZqBnpfe8gkYU5oTJlO53l1LifN8V9IxpCyNim2PJHk9KU3Z28/MdGIDxUBUjxeCS6iftUeqKk9CH8AALyP2VgucHXdxfLXCGCNWHHDHuIuzq12cW+1gfzVguRyQEgmpZKREiDEghOQS2ucGeNOImj3GMYNfUsBbBdCShEaQ0YqwLFumESlvBxP44Aj0Lrjw6ZOgJTIgnTpmE0UBLi2iDBZHKG3QFs4MDNCYih59NYBWUyYmOwvQcgd07BhoMYD3D8D7B8BqldVCqxHh+C6wXCAsItJORFgN4CFLYTyELOkNyj16Ca9ebXidTU/14dNuQNjLkhcPAVNkTJFBMS+Maasi6EoMQYNgXbXG+KtqFEiqxkzI9rsxZMlOfjOnRoj7wrkdAP/l99+FP/rDD+LMx/awWDKGg4RwwBj2J4T9DHbhYAUsVziWJvzIf3oC7nu/BvDu8y/wzG/5BbznfR8Dnz6ZuW8hRrnfAnio1+TzqzvYt95QjJARVRKSZb7YbnHvuk4Laq+fMXNCsja4f9ZIe9l2yxWB7QFrud6d0GBoX1cFgHJc15/MxhhQSqAxAQJ8ttZkDHUi5HHKZgTvzOLX3FunitwWBKNnVkMlyVVSnD+2ximtymyi2xCLlkDGVtLfnYAUi9Sm92apqu6/qjiGqZq7Ml/DyAg7AWEVEcYEWiWE3QXoINMW2lkAuzsIiwF87jzS+fPAwQHC6hhoHEHjBN5dgJYD0rhAGCNoGhB2CWlBiANh2iFMK0ZaZCZ42gFoL+Ds3i5uHU4AAI7FFZbTgHPjDs4ud3DuYAd753cxrXSVCJMDMIYM1hREHRtUve2SVKuNf6IsKExFA2RM8QEh7gPxAIgHjLgEhn3GsJewODsh7o2I55ZId5w/fGzgCPSqwjtDdiAIlPddbBAHAi/cgozCmRWpqqguiLO60hZ/FE6rIiREwLibx/b+QeZ0D5aZY4vBvDeDPj8F0JC5MB6yjpsjVxOqBbzWdpTbV0BPwcdoLqM4tyTOC2ISZ+c5YnFA4C7o6UBmIC/2OskkSMhqCh3MIxAE+O4UdvCL/8cj8Uuv/RP8/p99ALef2cOwYsQVZ5WFqDXD/oiwHHG3u5zE05/3TfiiL/0fstNKC3j/+wvx7nf+DXhnkbdFzN/MAV6KBexsaZWIwyU9e2F3XdXBcjrUl27lUeYYEv+MGfjpo6qYrX6DSW2Evm6e25KstCpUd10LlkXtKtoLYe4whbyQaKSs4VBvwhiKupQ5q/HHAnLks+W06fpQJNHWnreukC307JzNNuTwrNIA6rnO9epdyTGWBZ9lbKWFjK8FFYbUGoTCmKI/JrpMKwqTquOKKYjEl9sbnKMQ6beZJvBe7m/ePxCnm2hDO8i7hJjAlsZNn6mapkxbwoowriIOxgF74yKrN6cs/R2sBqxWQwa8VTAHHTZBgMVjlwFCUV8ziqfmRPk+s90J4K1IbPn6W1SaQcweYcmZPiyzyQPL1aFjAzgCvapkUMtcYlrE2gMrEqZFKACogzNkjt8Gubhje9ALOh649hinnZ1sd5gSwEvw/kG2FRy41ZlVhTFkPXmInEEpCocUkJ0CZGLZL2Dcoyee3usprjgPMp3YYptUAsUpr2VFBEBWMu4JQgX4RLKbgtg18+xtAY9kMB+MIz5w08dx88fOiN7eDebRDejVhMvuegrPfemTcPnyE8CTnwy89a3Ae95TSXgKeCbh7UbjwDkWYsSR3Lpivr/cpG3KNuDVYzbaOmaRH5Uk1nYq1dfIdYe2iQGAKhsuSwO7cYdyvf+/lu6caixx+V+kR2Zk5i6k3IWRwLrSN3Nx9mLxTJYlhexYkyLOniN2PN9ls651RN9Km8u2DSHYAITdFTf8cWV6RYVpY2uRNTDTTrCxZZJso03oudcXUFMQdtcmRpC2RmQHN/No5WgmEQC5zxc72SN8uczM9P5BtkNK31AICDovAlDiIrWNJM64DBoJaSIcjBno1BP7YBywHAeMqyiaHJnzWkeCfT/WNTPNk9h9i4mMVtBEoJEyU6yAt4LQjbJFoRVxmTULtByB1Qheje3o6JYj0HNl2okY4gIAkHZjATKCDGxqJCuyQaIEL9vLCGFkIfgMjtlzihIjYRDpDVkF5J6fzp4F74vHKJflQQIzOEWEJBKLGvSV26RG8vTOFDbQ5F9RedHEWVWyzJOTE4EHAdAI8ICM1KI+RdAs515arSW9HJwjg1hdjSdkL82VeGCNwMXxGO5255P4qw/fip/4v18nunkUO57o6MNqAh2scPldTmbAO7gNuOqq/NAv+ALg1a/GuXvdF8/85p/Hu//bzeDdHfBuBry0M4B3stqpArvBg10BvZk62JVWlVmfLPetXQkDHSLnuf5WrekuqOw/6+rrNK2uFw7IvKTa3lMzR+XF/Hl3zIEjTYww5TAfmpK4zIcK6G25GwE+tR0yc/HkbG2J9o7cDLg1xashmzyUs/USvbTnQM3OaXcFf2+jGh8yM5UW+f+0IKSoIOYlyQJsvSxeHvTaa0mYW0iVYZRrbKHVbEsLQGYSpvKA7NyyAsK+3m7MdAbSQaRJr6KAfbSwAsZlxGo1YC9OYACrKYodL3taYpUdTiwUQz96YOkvVjHUvaQUeT+oJ7cC3pKy7W4FRxucHe+AEQ6KjZ/2l8D+/rxjO+UI9FwZTw6IUwa98USsOC6OwLRQzrEZnIzKppfjRjQeRqSWVQaFOCTwEEBjQiQCFgNoiHkTQzSfPQdaDNn7cLUD7O7k69RoHqlSsehELOqRwq1WBFtsNSrpLc5HxP0cIpGG/I4mAQ1sgABbnZhbgaDaIXaAN6H0Q4JwbHlAP+NfPQD3uvvl+MafeBloPwPdcJB19HE/Ie5PCAcjwt4Kl11yAs99iQO806eB//pfgc/6LNzyN7fhWY/9j3j3ez8KPnk8S3Y7g9lWpp1gRInFTdtAztSaKHa4taAn73ZI2STpbQpZqPqv7dx1YLcO6Pz/SoQ8aG0CTwmHmas39ZlcH3PX6jjP351BI9vzVBsClQglE4w62WT7o6o3XVt9aUHPmRPqF6IugHmtTeVsVDGI9byxLvHMjIJegGkMko6xkGlEGlDPk1YDs1HSIwsjAGCaGZqAtFC1HyMsGGFEdkBbBIRVltzCEDKDLTSFlwuks+eQzp5FWK2A1S5oPJYZE/G6pXHI961CtvPv5PcJEyHuBdB+xHInQ8VyzA4ry4MFpmUE70eEvZCZWtUokDDAAnhmSvCMnnb5BCARgoYkmM0/g506rAx72alt2M+emnFvQjy3Qji3Dzq3Bz53DtMdZ7FNOQI9V8YTETFlCrg6UQeY6oCu9POyn12O9UIBOyX6SQbpCIAZaUc9FxM4EuLBAFpEkIBaWAzgvf0c0rB/gHBsF7S7C+wsQMOQvc7UTdoFyXtv0pmKxoGerliNBCyORQznB6QFEFQCEuBL8muLYYY56JXOce+eYBsSMvcvEp6qJ675tRtw2fETiOdYDNOMuJ8w7E2I51d52aD9FS679ASe+/In4/JlDXi3pGN41r+8Bu99798ixQg+dRzT8QV4J2BaZPtK2in2lfwuhQNn/TW7njVf+sy9FzXvuKlsAXqb1JtrVZddAFrThupargks04zYdutqgK/cQx3pUZ5hhIsrQm2qf73WznFVh6VM8wbmjmTXqoi7/WrA4ZhWZ2Pzwd/GJNo+yj0e+Mwz2jFOwkRl0CuMsY4va1so91f967vcj8EWIKRv1Z5FYwaksGKkRRRTQEDYCRgWIdOIRcxOcwdLhGEAn9/LUt+5PdBylZ1bUkJY7YDE/h12I8IYMS3zHAojYdgLCOcDpmHAARNWQwQnQjqIwDIg7AfEvaLJ8epN7Qd03t8+ldJJidO19xSw09/FHgtDnBD3R4S9EeHsHujseaSz58D7BwgnjgPncGg5Aj1X0uBSaQ2NV18oHJwPDTCbnvPkJAkm1cBxO6GgECGDipESI6SYVT6LATQusrt3SuDlKgedksTcJM6B1qxhDjlDQw6YFcOhqXbkpVoHmknUR1MCKRiLgAbJ/pJtj9m2p4PWVJcbQI8AC7NQCU8DSi9e7OLp//L++NlX3oAzt+/h3Mf2MIxc7HgadD7lwPPL7nYaz335U2aAd+OtE37om38at59bgXfVWSWaB505FNgmEl4H8FTSMyKzUdJbM2i8xq8hmtVl/n5qjs/AxQk0Dci10rVV2WufOhZUz+DS5nXSYgPA3LTBX0ei1tZUYkSEMGXAMoZQHS1YOXudN5CxnM0A/hlF0nPSqh/KOqVmLwDM1MyqCdHX8N+IMAc3/9jGo1LnfBlLMsYGN74GeB+imaRHPMPyxg7vni/YnwDR1GiSCsBstAxgkc0JaQigRTCawmkArYacWGOawGm0WD4LYtf3jznNWrYR5rjLMGYgmqbshZ3bQeKNTUUdOaIwLEoHufQVPMPs3j2ITa8kqVAGmWtb3kppRZ2cgler7PkO5IQiR6B3YYUHzEEPKNLdUAa9cfUB2RNJBiuJATdJqo0w6VgQm96QJ3uQZxAHcIpgD3rjCNrh4ok1ZgMtcQLzAIuhCpKSiMjAT2N3KnuGn2HiRp7VGinbHmXQC90qYWGBsnlRM7+0UowjnD7bC4l6UwEwTMDdLjqJe9/zs3DZyZM4//F9Z5jmklVhlZ1W7nbXU3juy548U2neeOuIf/evr8WZ82O23wngJZXuGg+6TIyyhIcAk/iK2rbmwtdqMOcCRznlJY9NdWwoJhF0JLoe4Pjzeq5tXq198GBWpJquF6GX4Fz97TNZiZr77nns5fFEqkpnH3OWx5MyQ76O4tmXJcBZNlXn2LKxdO3amIEbUEsfM6CsGJlS10w9HmDjDEIjeurNFshmpWGcKvufHuNCSxT4yNBVUoylgDAWmkIsdGVaWHo2DWLHziJ7dTrQU69QIGTv7VGBiHJoE4qTWpY4RUob3ZiVscUJgLooNM459tqmEcPMYaXKuCKAR2MBPKyKx6ZlxtmiHIGeK9MiZyMBAdMOnH5fQY9sv5UOWscElXQ45g+ndqFKLZpCAafECOMCKsUxZd087x8g7e8b+GUOTQOuB2iuwxI866Q977FmTgpsmTJyKIAc49JeSJxw4VCd1NsQ9lY9V6t2gZOLHSwPVvjLj9yKb/zxl4FXjLiqDdLxYEJYTqbW/L5nPSp7afYA744l+MQx8LGFOKxEpN2YbXi7xalAbSs8OLAzm2W99Yjd2tJIGqUj5HRojh1Co2d96H4PVWX6azrtrGxz7f+b6nHgaOc6gGzfXPI0cszjntWuJ0HPpurT8ZGoqDfVjqgB9BooXbUti3kbHYp88y3IGwXsmnlaf3Oaz+Xu9bme5NR2pjoX9WZauHEFd+8a9Z6/pkh5/z97bx5uW1LVCf5WxD7nvvcyE4QSElBkEgSRlEFIoCxxAPy0xRGhwJEuaSzKgVabFgG/pMxKhFakoB0KcUAtRfv71NJSEHFCpUAmBxDIrDRBBpMxIcl8755z9o7Vf6whVsTe5977Urqb7n7xffeec/YQO/beEeu35sUNPTEmkkksGhZqkyxRebRRAqCSnXNNADCtRYUMCAKVItmgFCREvVwdiRKz3BhMxSgxc9Og76YQaKd2PM+Qguqgo/M+alYI9Zk0qnPXDMHTi+WtZVuR8CWhEaU6rmxH0GYL3mxQNhvxbj99GnTqAuidd5vWwKSzp6xb7oSTTmhhgpadFoJYbwlQ0wTNoAIFM8BVPyWBA7VpDLwaugBKSCkJd6ZuuTQONf+f5Qe1TwvEdW+zVJ0EgBo7VSakzQ55q+qlwqqiIc3+sgcYlkAhjjtOYgZe8pSvw9Xv/RB+9Ff+CBiBPOpk3jKSAd5mQjpXM63c/+H3BL73eyWh7h//MT5Kp/GMx/8obrx5Bz59AD61QjkYBPDWCninFOhUyptW8CDbVtKLYN4zMMsE9Wj1Zt15lHpzLoqF7QuS1HHem3vtf7GVsL87fu89LYHj4vjCcVxV2WliBT3yY1oC3gJi1BDsv18KYz5GUm3Aox47A6GZRHeUpNe+27lNr64X/95IelyBDwvPF2F83ToTm57YR5ONMWkUiEm16ixiLgg0aWdq18whztHTrTGDz53zuEiaVnJJFSeTqpvz1kCNwJsEHhgohLwR78q8IT/G3qFLegvMpRxQ7zupRkgkRvaYvJiRyb25N5Kggs5tJLb57Dl5NqcPJPvS+mRwdgH0QisrMrW5uCDXtJTC4a26RZDaFywH6+JWO5hIerL+ZMGyc43VdTnJy1tnpFJAvHKzS1U9ZNBuBx5FJ8+e7V1XANW0S9ynVIqxT1wkdqcUpMMt8rbqJIRbZ1kHhZYBYh9BjwTMPTeBX/yDN+CfPvTxEIenMTabUoPPtxPSVnNp/uS3SuD5614HfPZnA3e8I370G16Ij9+8rUHn6w7wDgTwpnVQa670HQ4t2Bn3aY45i/e1cI/7BYyIJvrrOGlx4XSaXYP3gs3i99B6x5WoIqXa7V774FFSIfHCMQZmCTLnMlz687XRzA/yfQ3H34/zKGbjiNYDVS8JzRjWHuz2SXzWV5hHPrfMAWzFdd3Y2PepN22RczgGqOFB9rwLaWkhlnWu13czJVnZHnnfZTJakyWubxpEerPbY0aaJvEU3+5gqeR8iMwgFqlJwIcwbdVT1d51Hzi+tRJRcDPPLBb2KNBTz980BglvqzY8oxGHo4QmbHfgTXX0w8GBpI1cR85mf7sAeqGVwWzF5GoKAE70S67fo3SgzK4cygCz5qBjAFPwLzFE1QlYJvsNUEkoIwNlUNUPV+BjrgCWkuiyuYCnSfIUApLUN42I2eBnNdEAUZOqrRC70R1ZAPbcmYkhTiylTlqYvTsSAXScuS6IWx0c4Es/7+743df+PV7zpmvFIysC3lZ19CGbQhrHNnn0294GvOIV+Mj1H8M7/u59kkNzvdKwhAp4JcRJ9YBXVmhVmv49hmMsELdj2hJBdklxTz9HEm8Dol6l2OwLfS2cP/vJys33QHLEDTbX7CVJ9l0tGHu/BnpwN3R3oLG5YqVgzK7nnprw8IolsN2X+m1fi7kreyeU2mm3bfad6nFhf28Ldrue0gtzaGnSkJmk16+ZOOYoSVI9iFULIwwVoYA9GL21wcuzmcyezgngAprEk1MYXcCd4KYCMgbagrpVS2Q4TESNQ0kZxcGNzPHEnE527I4odi9m06trjeozCXGKybx9Xb3JwWnFklVMHoCO3QjebMCbjSQAWa/U+3QAH5yM27wAeqGVASg2oWzyauMEKPPjL3KJQ/TM9hTAb4LXxmQlPAXi1AKL6ytCtGlK4JV6aELAh5QLY6KmfAum4sl5Wbk7X099dfal2mGlIO2MUBMK1xpaRYlTM2njwu24tqqmYnz5Q+6J7/qaL8Rfvvk6fPzj55CmCnjVKM3BKD3hix79eXjIl9wH+PIvr6nFLnsQfuSbfgq7AkCDzqvjioKcS3cV8HjQIPReysuQ1G0B7MyzbK/qdqE1klIg6u18aCnbItgoelaw4XB8100EWGAZILtBeh/h91Gg0QNkP/aZ80wEPOXyWwavMgiAzHEjhpYkwY/Zo4qVbdJBVG8e1dxxxG4+AJ8fEyW3/jjUY2f9pIW/DJSBZU7FOWYtqs8JTbHgegx311HJTO3rIGVIAQE+M8MMtg0eJlQGOE0BJ00GMCApbeJSJFfnbiWMs4Fe3kEkSe09JQ+3cuAzerajmdPJ0erNyhAuObIYY+wlg/aUEsNO8u/yzvwbJIZZSjudTC1wAfRC48G9vF0qAOoCKQP7xG8WEleA1GQqys2yqiFEbdoUWQahrCrRowKUddLJmmvEAeCea5QzWPPoYTfWumWqnvDs9A0bD7ZqAAAgAElEQVSbbjfE/tuysoMIaVfqwBgSm6hed2YLI6rgRwvrtVFdMfDbf/J3+Is3XIsbbziHVLhKeqOmGNupukIBD7sRT/x3j5RaeK9+NfCylwFf9EV45lc+H+98+/Vg1dfzKtcMK1G6W6EBPHMhL2abzEDRkkwIi7By7WFB+kOf3+OxzQnnHhRaOiVKcv0hR0mAQf0567ljRCJoLWJeDzJAE+YAcDtO/XSthgHZpIAXJDnWteHgyJhLgqggyLFvCs9neaiL7Tj1Zg+CDSDuA77Qp69/j2nlatNb2TwLA58RfQU0JjCph2vcHzUGSR+ELtECUh5VgE+zwgnwuW2+qo+drkwsZY+YQWWQpOCargyAeHMeAkTUmFZkvbIksBjFa5QKVU9LSxO2O169uSTpOuiNgU6YhDeWhkaYWlOk0y3S6VuJlLdeoawHlOFClYXzbsVCEgidelOlnUHncZjEswViADCZswpQSFQSrNyvL3R1diG1p5VRXI4tI32y18MrYEfVEE0EKT4rak5SwCMe4IUzY9FOwIHNqzyrPVAkPaOemndTP604bTNpu/u1e7n41Bov+p6vw8//7uvx3/7mXbjhIzcjmYF6CirNndbFs5x52x2+9Csvw2fd81Lgmc+Uzu57X7zlNe/AO//ufeKp6anFgh1vbdIeHPg4qjcNBI3zdmmvA7tIkE4o6XmLFLiX8Pq+9lBrRhCFlo5XFHBpZ6mvvZKegR0jSmZ7m02DKH1aX2F/Q7t1noAhaa0mAFMFOqOgjAqCXjg9SneF9oL/LVFvzm1xwD8b+IAF9abWtxwgGoOBJY1frPYepDx7nvLB9ZO64+x8TevXvHeCVh5nJK4J401NLOaRykzTRKC1cuPrLPa9qWjS7+DkttlI3T69lKk3UwC4ghpEbvF02dWblbH21IZBU9SEYWir6k27TojF26qEtx1B253HLfNUPGEHPNdugta4PbZdAL3QOAOWgs7VFTZR0x5Jzzi6KPUViVci/Z5IVBIGcO7Z26g3xQ5FE2SC2mU5qDoN9HKSCZtrdWqaskxgy2QfE/gGT06P4cuS0UUkPbnByCUWNrCz0kVd0tzmwQHbMuIf338DPvLhm5p0VJ6lwybzyKBdVWvSbsQ3PPmLgVe9Cnjuc4HnPx940IPwW9/8U2FCK9iZWnNVpbkpAl8APFFvmkcqnPs2mx6UYDUEZh/oRR3dUY0C8Vp4RvW4bruHk9D8+I5A7h3HAhZQmAIV0LSPPfdEOp6lmMHWrleTThvASSUOcvWmqz/NkcU+zZ5n+zkQQu6uCYAdNSuQL6nKbHuUzHSoM+/NJbCb2fzQ9uUAausiegVb2r6BAZtX1oypSuEd9uM2daYe5wVXtfQOSGPkfHAswLdSiQ8ACc8LGuIz1kTOykwzQ5JcjEON3wuObrwbhc4A4Jx1zSrATfXdpBCq4GA1WZIOZbIawJuDPqDgaSnsHPTU3r+bQJsq5WG3lZhlLqD1adCB1MsspgVaHc8QARdAr2lRF+8eWECd9O7IYpMYrXoC8MXNBHjCZibPdlIGcxRRwlwIZZBqByUDaWCUibRYbJIUYZMtCI1VGm32EYiErebMYufjkNLJQNAD1dXlK2V3jKFRS8FIVL0HvSao4455dSZdMJ1+85IzB7jNxafwnus/hv/wkj8AuE5kChM6TfoXAkwxTrjfg+6Ke9z3M4FX/R/S4fd8D/72L6/GG15ztYQnWFkgy2of/ornPkTz2TqtoJH2BPgE9GT1ApipNxcWz0nWE2kVivNxOTQJbkHC6YHvyO8L53FPZJTpWkDU9lQbS5AuZ7ZFywRixzXiBlxCcdU/hz/AGUQfQue9aQLwJ8N7s5HccMzvJRBs+qtOUO3cEgkPWUHP7hmAVSjp1ZsN8xGAzj019TsXidvlhhkR4BSljkp8BRJulEm8sIeq7kwjo6wU+CbJ04khgwZNdlEYWE3qHFckQcZ2J3X7VNorU2VoLDyFJpPS9Ls+H5qUvqnWiDkmKQiP3iS90ZjjgjQVT55B0yS1AMdJPE0Liye7Vq2XP01MEcs5HdEugF5oTiSpTmgAzsFXyQAN58Ju1ALABAaDIPp6UFUZgnWBFFF1lgxAubJqH5A4OXFySaKKGNKMVhAgbGFOoqrgcC1grt4EHPRI1ZucCGmUHKCJEgp64NMJK2Km0rMWIP6Xb/oS3PMut8O3/OAvOeGyiZxGruBnEt4kBTAF+EZ87/MeD/zJnwA/+IPAN34jcHCAX//fX+UTmrMVgbXE0cIctK7iXeD5IFJ53a+AZ8TJuG6V+IQgmYixd3Y0H/4iEH4DmpHkqFm20K+ewpbmzYl/AMTm+AWJcGGoDcgoOPHiCV0/Bo4LjjXNsbHitkxI2U4QZpB0zptdKo7HAFF/UofFGo9+RKjIEc0Y1z2AF/fV8Yb9zTHcHq/ML6OfW0of9I+iVNeV5ar3VG84MkuJWnpSNC0YW7C/naqhRVAlDzd0RPZTJiSjJwVSBSMzeCUJqaFpDTEpwGT1DN+NAi4ObKg221J/CzMra91KC1XVNcnz0LkUnd98uRV2wDPGmEbWYsRFbI+7UaS83Sj0a9C0armmHzRG+CTtAuiFZkZpAKKuyGGfqS588gfiqRNbDmQlLhCCWkQPnnS2MsRL0iWoAs3ooJyZxbgxqSoioRS2zECwNGNMBK9ObbXJUoKnKAPgBTljoLoBpYU0jAUpi3okcQJzQWGS27JFRFU333uyvPiX/hS3vdUZYGQRmFQ/bxxgrTJRnJMjDZe43e0vwWfc/fbAlT8I3PWuwK/8Cv72tdfgza+9FnxqXYvALqYYCw4rIfehSHtcY6iGyoUL4FVOnBT4KKqWgD2S3gkWFGms0x7xRLx5ebYNUEYmxe22tR0OR0ltEfAoHBvAxjo9yn4Yfs/AhttP124YkKlWA5Nw9CSeFcGRhYOXJ1XJLgBhw0PoUI+V9CIT0j+CTtpr9i9KdDwDw/54W9em3mzmVmbQwKBc3KENkPnVA1nvzWtVxWVZBvUma05NyNpkVT/Z9JBrVGmqTFD1pmwrRUKjLDayaKoy9xKfRNIjXoFZ1iZvd+IjsNuJM8nEXuMOQHU8CXkxhbEtsDRwNDGYk2d22lc53sAy7eQ6vemDdiMwSlIOHneg9Vr+hkHCFDzvrtCGk7QLoBdaWanqAmIbirYeTlx19SohmDqLueXs2ICm6ASAGoAZHgdXICpNrOCG/DJU+151zU4uxfUpxqgUAWLNp4mB3QkGEfyAStFJ1KZWoSFtR1dnWjgFOME0Hqo9dU8sgHHJxQf4t9/8RfipX34NPv6Rs/j4R85K1ocG9LhKfCrZpe0ok3kzYk2MH/nF/wl417vEY/P+9wfWa7zw6b9WXZAtRCFM6voJt+VZvkNxZuFg1+MKegktF27cd0eQFr1TQwtOsIuP11JDnU9zbVcv2fnvOKhOVpuBmBFLuHelb+agCZgNopMeeztjPI11FLZPOXsJqeHqnWmCqz4rsnHpvGi8Sjv1ZoOxEdhO8ng7Sa+V5Ljdh7C/BzssHROCz6OqfCgKekVAK1UtyxKQ9Y2I9a9+t2NLIUzEJtzBkk8wxPaewJIzmNVMEu15Rc0lkzEZ4skpVRiG6kyk9MTrGm6Bst0hbccahzeK/VCY1+qRbTG3YlZhf09cioQPJUidTmPqAqOTIq0Y1cGtCVEYxWNzswENK6TgwGL2PMu7O10AvfNvnFkcWUgAhAPo2TZQkBBU2hPuXvtgdWBRHbxwvuQgiECIROetnl8FKCNgefYa+0ZJSL4gNClsJmDUiR6qUPNxoJfMrqfn7CygHaoSTUhGkIoArca5KidMuP2tLsYDPvfOuP2tLsLZj2lxymDjcRVFCZPZuTeZzPd+wJ1xl3vfCXjoQ4H1Gvipn8I73/IuXP9PN4qUZ8bp4Kk5rTS9WBePN3NcMQlvZUSJK+DlFuwocUOQ9klpzTxRiS0SLzsvpXk/RwWEx/3xdXEHeEv76u+lTkWaiA4wNjePG0e05wFcnV/8wHBhRTYDAUykklwANpUIPbxBJTizPZsEyDrO2RjPE/Qar+sl4EPd5t33kl+n7o5OLMb0cqpzyyS8nAtSLg3zQ8QnAz1A13l77ERJmSw5TzTDepMDuyaJQaIVmsSbuTKh+mcmiqKhUWOWtcqaCKOU1jt2JNBuqsHiowbHWyydeW9u1dvS3qe+X046B1X6M/WjMPm6XlQbRJZwfhLm2APR3WNzQjq9liTZ63Ur5alzW9TMHdUugF5s5tlHqKowwKU70m1CNAFTZzFUDw8ooQEExcgXsjDGDEvmDKbGvmeBrSWLn0mx3IRms2JAkQkFSQtIAh6VytI3uZcM+8QCEJxZCJySlBEZi3uBYuwXYhLpT/SeQCacvugAh5sd3nXdh/Bt//bnMJVKRM3rj1g5wqkArt5UG57q6BMXfPdzHyeVjq+9FvjO7wQ+8zPxnK9+FopKoe7AYjXvzIHFs9sH2150KnA3cm6IkgFeykpUkhCmdJ6gZ+rFfaCXl84/pk+r7FGxRK5RP5fGMP/eHqPOA94phbm5dALB9looQtw3+w1okDWbKgNAAFmLjWOuTh2mDYDOeSNSjABo8/sNWsETObYs5rHsBdYlkIu/jzimcYTyuVV0finwdaCX6QSgR6zKHHZ6UoJKvBgdyISiqk62+MZC7TqYEOzdLCYUY0S04jtnEn+BkkCcgTEDw6A+AirxjVNj10uE4MSi9jit1h5DFshV6UnS0sUpxHBwrcxxdV7BKM4rGEW1iWmSahDDIPa8nNyBxe7D7vUk7QLohebem8TV0QEIoFdc0jOVWNUaBtBjoCBJQvMJ7haCAql2XgCwTEQuMkHLACTzusqk7sWk2RXIVZAOfJRkwpkUpoDHDnioKlegel1aoVkLQp8mYEwiLc5a0j7FjviCH/lGvOPq6/Eff+bVKBO7AAwAXgGbId5Xo4AuTWaQrpP5EV/5+bjz3W8PfNVXATfdBDzmMfj7N1yLG244Kzn0VsF5xcIUFOD6oHM33DeOK2g96QLgpVRcuksGfIHI/HMlvdwROzv+qObOtgtg1gPiUn9L/ZuqukqKHQgu3liVLuNhxC3m+Y9kzJxqCibAgI8McIKkF5k/miigPKoakbubDTcfzZlHtQb09HMu6XUgd4yk533E8INU5xbp3MoKepH5IWLkE0h6yYGPm8eRVJ1Z7H1yERMFM3hS3wMWOsADgUddB+osR/ZnNr0VQBMhDQllYqSiWp8hi7Q3ZTAPcsvjFLyvyTOyeKye2eHGCnpkCJfCAyVyJseKCQNwsKTIGE/i2c2jVJZpqsuYLc/qZwZP7nJB0rsFLTN40Lg1VVcAEKAjRh7E8JDUEyul4hyMl/lQwjJNLBOMEopmZBEHF4Mv0tyb7MSgrAAUzbVn3p8gCTRVZ5I0sRR6nAq8EGdRu58ViJWBzJw3zRFGpKWEPBZgs61ZGEoGpgwaRE0qsUd67ZHxG7/+erz3vTcgb7uOOUxkNh29cm4TA2MR9+ftDtiNePy/eyTw7ncDr3iFZF95yEPwn/6HH9P8eTXzyrSa59YUNeZCELp5bA4QteZQ5B0OyoEndrWTcOJCmFIqyOl40OuBrgc92xYJ1kmbXXEqLeNRAgi127G4PY7Vzo/S41Gg1wOu23d9m32p28SOpE4UpVXj10QMvaRHAo7m6GHYUmrf7uCiINfg7fLw23sJ6s299roe2MJ+Xtoe+jPbvkt3iZGHCTkXrIcJQy7IatMrTMg214L01rfIeOVUmmOnkpCVKRWJMAPEMPIBSmrfg9APrYRgDAQFmgJWv4E1oewk7WHB4GkSwcrMpiS2w92oMXMSP2d2wryT7Ep5K3a4tJXC1+5zUIp4fxZ2ekOWMCW8xDQWccjbTQJ46rzC2y2w2YhqszCSOrDE2F1eqy1vXfPsnqRdAL3YgtrCJjQAdydOuTRgl5LlRahqrUhoBPA0U57b3CxtmHFjYv8wdR2ZtKL2kFJY3I6VCngMHZIQaGYhImwpjfTqhRtvQMC0DaQZK0TNyaOWKgrphyLjffGtT+PyL7wXXv2Hb8Wf//Hb9b66RWu2IlVf+UQeVcWpsTaYCh7xmPuLLe85z5FzL7sMb3nNO3D1W98HnDkFzgJ47H9QLo5c/bsvn2b93nPgrdopp6J/9bvdUdoDeoUlk70RrPjdmhGuk0iL7eNTYt9vD9deOn6JeLb763dJJr5fvXk86FWJ0Vsx0CMP1YuSlZcsCZJeE85j0p+d4wwbGtA73zaLr21UEmF8DoBV6lsEOT/HwI6VRrRzK+eCIRcMeUJWx5MMoQ09kDXjVWB00KP2WPs+5YJSEjgXeeZF1fjGcAZVptOQEMZgnuI1tCdJ8WpWUBoYmDRVmWuBRrGzaZowEAc7YbXZYyziCGOxxJ4cQ00pHF51fKd6XqvWlOvyOAodWwUpb8hu+ighdveCpHcLGw0FUOkuDa2dhxJjGIrr3k1H7w4MKg1OpaqUUmJMU0UeAzgUlUhGqhNzgOjhJ6BM5ABCRWNsgAb4LJE1FfGYkxp5wVkh8dzzDaiAl0mKMIwjeLdzGmAJrhniyvylX3ZffOt3fgne8NprcOMnDlVNGjhh+6o2RCpcgW5imcCTxdrs8LinPhJ45SuBK64ArrwSuP/98dvf9jPKvQ2qp9f8mhpf1ASfLzivuONKtjRQ7J500bEg54IhFZfujAMfUmnsKH1bAjhrkSglYslNuNDPklRo2w1yc/D466W8/vrx99KoXRUWvkcQXJJUlyTEuL2X/JI5KrDaoClJeMuU3JwDc9sEHBUZcOnPpDrvWrUes3ZSEIwg1wBWJ8HFT4TjKfwO59Zg8WrTJ2WEhyDdDXnCKpXmXQ6pIIF9Wy/RA/XdG+M0qFg0csaoov1YkuSXHOF2fpPwmJWZNroyVH8BW0dWM9NAS7almiyjMFBEOpNg9RX43DkNM4IWwyZNMtFVMtcE+EBVb0p1GJU6E8NsQa2zjILlGLw1LeWYVpOh4QC0WtXYXU88Xz25hQacTMdyAfRCSx6Lxj6hAVMpVMnOpAQjlKbCACDJpXUFTyUBkSszJwsDqMwKeuRB8S7t2WTVXHpssXSNHAa3pbi7uHnBFaqcszW1vXCU9ixbudXkg/Y1TWBk/Ndffz1e+8dvxyduuFmzr/PMS75KecJxNoBnsYSl4D4PvAvu/nl3Bv7gN+TEZz4Tf/uXV+Ov/vSd4FNryawQAk3LQD7WxmFFtMNtZowEYatV/dR4aQbAM+JkgJdTcaJk73qpmY18BhrGvep5QyB2J21xvsR+DQwLE3J3vPuAHAHGBl4ZEfji8fVeY/xfLyHCQN+A2q5RLEuIPxyUpCIekQZTk9qF0YKWBuKb5GiB7HBvUdRpfr7SXuPI0oGZtSUpzr/XY5rYTWVsKVfP36g9GHLBKhWs8oQhJJgkZawiczQbsjJMADCkqR7LjKRve8xJtcTyHksShstpSmLV5JhKkcFTlexKVlpizmDZvpMcNyTQKE4iwvwWDVo3mx2pHQ/weomTMLni8FKcrtBUAr8t6S5cQxRteiVIeEXteUUZZS4AJZH0gpQnjm5GG1C1PCfDvAugFxsRV0kveGCZy7FJBGYDMonP1mcixsSkgeWSImycMnIuzg2T5aHLNkGVuVW1hCXrFSeXoLYzjphJzgW5ColJJx+rasG5a/keU4d5iSB1aIGqMJjUmWUELr7kFK546b/Bf/7pP8Zb/uo6fPSDH1ebIoAU6IcZNG0Cy022gDeaUXrED7zo24DXvAZ41rOAr/s6AMCv/cdXujcWZ5JnEjw1TZVZPTiDumaWSNqeq4FdVTslt9/NAc/USZ8sSS/RHPgKt9y9HVM4eTmreH0DtsJSEbsBtwCIdmzfiAkpSG7CzLDHf+67J/b561u8pE2v7qRUnAhHlXdxMQ4u6ZGcVMvqGAAyZN6GNH42/nZg4Zyj2j6gW1JhLgDfLEGBAp0zN2kOeD0ztQqgBVRJb9DklcKQtPPB9lVJT+bHqMcVEIZU1L5XkJOq9IoAIGVzalH1ZhNfq2tIPTpL1oglU4cW9eZU4EMpoKLgMo5tqjCChyKlSePqpskZW0s+ABbPTlZpj2KJlkbSU7BT8GPNwMK7sQJeLJadlDEOdKJoBfsLNr1b0FIunpHFJjQFgjYo8TQbkH03J4dEjKyGZ6AjElnVQSW5Hp4zt7Y9nZA0mLpB/opKbZJYVmtpEWtMlOqGqKo2Y6BvlEZkHGJ/8UKb4wjsMkiN4TRkbG8+xPXv+Sg+9qFPCBdmEzarqqJvbkdEDXC1haD6+Tt8xqfhTne/PfDD3wfc7W7Ar/4q/va1V+OvX/cPEpeXs4QoxHRjQ12k8fs8tyaLOBNseSLdzSW8wYAuFQxUGklvCazs3e8HveTnGcFaAs8SvIpacCved7xGCcSu3zc/dnlsk/VhUl+4zr57MumwdADXXyeqSyWWrBsf1artDa1TMHLB0v7s8ZiE2aNbD3r7AHAfoMWkAUGya3KlGsCFfmw/wcCvhrkYMzVkke4yMdZpwjpPLrUBVXIzICugZj4A8H2JWEATJumlKukl8VYsrISeK/AhE6YsUpczg8FfoKYmE4AUGxhL0vti25Mmu8iybShSv87zYSYx43iCaK6pwoJ605nhrDGAeWki6KEGeju14aktz7OvDCLlIatqUzVBJVNTL/P/Mza9K664As8xhwdtl156Ka6//noAwkU85znPwUte8hLccMMNuPzyy/GTP/mTuO9973uLrpdy8cXh0oGBnqotCGhsQAMVFBCyTlpmwhiM0G670X2TqjsLqyrApJcpqhtQ1Z6Fq1OLAp67DRNqNnUFP2aINGlqIw5iP1EIshXjNcbRKy5ccuszuPjTL8EH3vcx/Pj3/WdY1habsA23FlvwGIVxfOq4gnHEkAjP+eWnAu95D/Dnfw486EHAqVP4se/9ZdHT51xteWqcrnk2awxOE6JgCzt8WrxUCvFSBnjmXLDKk0t3RpzWWfIr7ZX0wI1k1bapOU7mzNGSXtxfOFXQa6S36v3X9kN+XrN9YXxmC2oAD3Q86HVq0KWwiXicpcpqOyKYkwul4t/ZJTHy+bqoyuxfxRLoLR1nEl4HetSAXpDcmu+oYIi4n1EzpcBDXcw+HO14qzxhncZW0lNNwkqluWlB0rN9JhGaY1wquTrJ5V0FPCg9YUIpErdUVHKDrZOprhd3aImOLXFNsTi1cFGHFmagZPA4Ik2Txt6y0B5Va5Ll6wzaHCt9Jlx7VilPpD1LCO3xfEAthh0Bz6S8nKUSRHRgCX9lpvnBidqnNOgBwH3ve1+8+tWv9t851zt7/vOfjxe84AX4xV/8RdzrXvfClVdeiUc96lF45zvfiUsuueS8r5Uzg9Uz0yY0IE4q0e3YpAR3UWdyW07hWvNrKgkoCTkxSpFghZyLSnVV4pOg+Cqim2rCObOJRSXhkh7C4hdpjxN5uRaEMAifXoEAGLBaxQXejaCc8dQf/de4y+d+Br7r0c8T7m1AnbA5LNKYzbz6z/ufe2BNE7gU3Pch98Bd7vMZwOWXC5C+4AW4+s3X4UPX3wg+feCqTZP0agB6+xelvKbyecipGdWayZ1WigPeOk1V4qNJP6O95WibnBGrRGURyFb7zj9iuwHWFAGNFGxoDmgCQsugGI9JiRtJsajq0uyTMZbXtRJUgTH2xd3vrKr8DHPMSD4mAOK5rC7wyWx6LGvF1J+uhTcVvIl/S4CnYzuRfS+ELDiQRZDTvqIqk5p9VQqk7jsRexyeMMJVVb5KAng2p3w4VLCKcww0mw/GLOVORZ4SI+k8GzlhnSeXrkueME4JJReUQkiZMZnmw2x6qkGKsXu2ljyGzzJDZQINAqKJGRiTFKZWex1puJQ4trD/oShoTZN672rwMLNIarB3n/y7M8ouJU5eGJvHHWhYKTOeqwNLSFgR7ZRRjXuS9ikPesMw4A53uMNsOzPjhS98IZ75zGfi67/+6wEAL3vZy3DppZfiV3/1V/GUpzzlvK9V0wXBbXcAqv1OjdEGeGacLkxVdUFBlaQvYWLClITgTCm5w4kvzoTKCVEl5qS0xEqzCOFQKa4hEARzAqACJSBAX3DTKkizgywh5QweJcHsz/7Qr+HT7nAb4djkgYikV0pLb2b2FgU7S4GmuUC5yCL+ruc/EdhugauvBr7/+4G73hXPecz/6s4zYstLbsczo3QFPHLnlfh8akFPhiWQJv1MiZUYcaPWtPcWAa/hrPdQVUv1VMJx9j2et0/SO6pV8JTPTFUiaPfXsfj3Bcm7SnJVmitIPjeXx1C3E5MyWOT3FFWwHnhdUuPEVTiJJjGZvjLBYlgDT6SMlEkDmEltNs+r6j4MdJ/AHQ/xpBJcVZZRmtN9vTRn+3ugs2OcLjg9CHOL6hwbqDRS3aqbY9PCOzCwA0QdmpWBmIghyZ30GjRhTAmZC1JJwtgxIaUk9QzNa9ucWQjVscUdwAheTouiXwGBR/M7kPJm9kIsebxVuBcPT7XFqTkDU1GGWLdRku0AGqYoMsqlSCmjSYpfsx2fSCtCJKcTSKkKB0SVXgbntpO0T3nQu+aaa3CnO90JBwcHuPzyy3HVVVfh7ne/O6677jpcf/31ePSjH+3HHhwc4BGPeARe+9rXHgl6m80Gm83Gf994440AZOKZQT06q9i+6HocXYsLUmOkHpGFECiwZZX2REsoBLnYQlNXXg4A538RAM1hxaQbAzv1MrD0QkIo0ICfTYY46VcHA77hcZ+Puz/p4bj3g++Bt7/+GkwTo+bmzMolJ18cAC16SFXaHyhbESn2sz77UnzmXW4LPPaxwLlzwCMfibe97hp85IOfAJ051QKf32/12sTSc0nqQZq4zZARuHEibqS8rCrNar/jqnYK9pS+RYcToAXFHiAjp963CFRxfzFvJLSLMTrIRHCdWIsSL4wnxhACwIjkgJVoEh3oFGwAACAASURBVGkPLYDaGPoYsgIga99sINofpwTXvguzV4CSYNHOrBKnVwEoEHVn0XllKk6TyFinGtffMoaqNYs4v+SgvAh2MVMOWqkuZlXqMyz1SaDtXAM8gnlzl0aNGZkgAzwLQ0hIM+nd9xFjRa33ZiFCUuBMJfvcNaauFMaUCogSasksZRaUjsDXfqAt5ulpjPBEDpTkye2T2OaZ3YHFQhrEc7N4HU/5pCrplan1NTfiEV4aF3VcMGnPsrpkNXvk7PTB7qOJNUxowO8k7VMa9C6//HL80i/9Eu51r3vhAx/4AK688ko8/OEPx9ve9ja361166aXNOZdeeine/e53H9nvc5/73JmtEKi6eqBOZHth0csvOj4MqaAwN+rNkDNMmJ5UMKn0Z16EpHXt2Ah34Mrcq7ORdLhKe6AwcaqUZ55wTjB0s4OeSnqnL1rjBT/0Dbjsrp8uuS/vfjvcFTdKLsxPduNPCOC96lXAb/82Di97AF76NT9eObicwM7B0QLAzf8iENpirlUTamqx7NJe4MSVeAhXrsRIGZalvJlGvMrCvqVjU1BjxRYlqd5LM+lk6cGtHhPUqKauXLjGTIIwxpqqlFZ6lOjGZhJh3G6f0aNSbMtVZYqSUNSpS0QTAT6R9DRsJ1y6oIiXKNBy6A3I1TycpPOYuD1+9hgC2EUbXfNOjgC6KOXFbYSo8WljPKuUN6k0Vhppf6W/VybB09yeutoDegWyJgonjHadUlASOY2akkh6FqLT0JRIT+iodUXKREJTJQrQUFbXcQ1NEC0Vu7cmShHgmqQALdjCbtpUahQfapwIZtObJv9zwEtZNUDJPyNDvEgbTtA+pUHvK77iK/z7/e53PzzsYQ/DPe5xD7zsZS/DQx/6UABAnx2EmWfb+vaMZzwD3/d93+e/b7zxRtz5zncWrilwb6tU4/Qc7JRji+BXiBrPrJTZUy0BQOaCXBKYGEOe3N4ibsZw7iwSfXKuBu5qLP1rt6beVBojWRAM+ADGPFu9MWFXff/X4LLbnwG+8AuBN75RJpirIf4vaAcHAnhf9CX44cf+BN7+5neBzpzWSZxkkaUYm7cH6OyZmLRnqk235dW/IU9Y8tYcktj1hjS52mkViNRJM7IstUSMjGXQ26t6oQoqu2CJH4I01wPcPrWnxeZafzlzc2wB7VWHhl9u/3OpkKqkGo8dS3Lws32cbIYK8LGqAwsALyyr/bqdD0AjH7MwdSLxHc9s9M3rI6KqLuNtR+kt/q7f6/mpOUYSQg+5rv+VzTNVlx+kEas0iQZI34/MsVZ6i/OhqE+AqTSjpFiI9FHusOOEoRSs8+ghDCbtJRJb4zSlula6OD2z6dVYXQuJil6eatMrAOeEtBKDH00TqAwiiU1B6jPAUnuc22enCYxVq7lOPkHrzU9ByrMYvdVBVW2GcCZzbKs0oI3TO2n7lAa9vl100UW43/3uh2uuuQZf+7VfCwC4/vrrccc73tGP+eAHPziT/vp2cHCAg4OD2fbNn3w6VnQKAHDj6fZBcoJkAIkqA+KqajT6o6pFKjJZLftBGmVf3gLDCBzsGHkD5C3L36YgnxuRD0ekjdSd89RCySYyBVHfVimcg2po1x7gv/Odb4uHXHYXsa896UmSFeWY5/XPbne4Aw5v8y/wff/bb+HNt16BHnmvmqxWP60c0cHHdprRxbzDajozAOBTA6ZTA8pBlpJDa0lKPR5YhgagDMC0Ity8Aj4xhAXvKhGeO8MAVWww9Zp9R/h9VCObFwv7uD2u307cHdPY2Bb62TOe5tLaJ3H7e3bOwnWb8fDScaFv/fQSNjrvkzpWsWrdZG0w1uZxHM8t82uZWc+3U/jsn0e4eXsH8V00/AGFxzv7TrX/0B+H/jaB0PrnAPEotuwgcYyujm+fXdNSGLup7O1YLTeWdqR17ew3QiFX4PSOcfEGGA6FpkhuzAn57Ii8mUCbXUNTeGVSVGU6DUim0xm7iwdsH3MZzl6asL0VMJ0WhzpiIG8IaQPkDTCcZRnLVJ8RFXXEa8w1NreCqlnnSxpRqzeYd6jNo7E6zaSRMdw8YfXxHc5MLCXLRlG/7tIO1+L49v8q0NtsNnj729+Of/Wv/hXudre74Q53uAP+8A//EA94wAMAANvtFn/2Z3+G5z3vebeo/4vfO+GgiPv6eCY1cR+cIDWbjEjawlLQs0XlC7i0Ly2NOllC8tZ8bkLaKMgd7kBnD8HnzoHPHYK3O0gKngHp1AGwWoPcvT+Dh+zqwQiG/t1AT5luGRvjVraaXvpS4La3Bb78y/FHb/3vuP4TN9V7ivcIVA1qUBc1La7wjhCCgbNX/yN+501/gOtu/CjSHRPSDsgbAf1hI0lr6RDIkyxQ2uzkeZzbyPM4e04S0AKg06exOnMadOoArMUky3pAOT2grKX+XhkIZS319zydWW8HiB6zDnqBkfh/HPTC4Qvb92pbu2O9zuHSNRb7N/1iBzgL46jvueZjdKJVhKEBy7M2kPNMHmYXCmAo19CLBIHRx3WcUS/MeXfaMoYwgp7FqOo5EfTiOTNbuPWpUoZ5E7ep8qgyx931Io3o30Odg93a4wAKWqVcQACS9HkHrWmnNOVwQj67E5qyHUGHW/DZc8C5Q5Rzh5WmXHQGdOaMZEJar7R2ZUY5GGQNJVlDN98p4ewdGeOtJtDpEWmQauy7TQa2CekwYThHSDsBYp//KghUjUyYQPGVaSpFAz2aSOjDFgraIhgM5xj5UFKWpc2EfG4Huukc6KazKJ+4CbzdgQ72a2Fi+5QGvR/4gR/AYx7zGHzWZ30WPvjBD+LKK6/EjTfeiG/7tm8DEeFpT3sarrrqKtzznvfEPe95T1x11VU4c+YMnvjEJ96i65WhereVoU5EVkeTMmAGCq3EBc2cows+AZhMNaSLfSDn9NJA4JIlhdDEoNUAGldeQ4rHItWLk1hymAcnCuIBJ7WwzLOJSgW9SADkhiTTygMffHf5/cpXAl/8xdjuRjzt53635rM0UPDvXO1nFOZrBwak3wXwgTSppGucXORKddFa5WXP47crkovPqiaPI2A5+DQ7A61XoJVUTa7V1YVr7SsylKGCngFdUbDrbYcNx9+3CIL9LsaMaMqcmR/XN5dkDJeWgE73zVTVewCyOZ9R1dyM6jnZj6P70owpXLu/ZgU9CZcRVaJW1iYS72OVzAT4tEzVZCBoY2PPwG+FTj3PWrYxU8021N7p/H4M1FLQgERws9O69RvBptkemb/OluTMlK0Xk/QCyFYHMt2w4NxbaU37W2JwlQdghHhdUYt6CbIVNLcmIa0qTcFqkPUySX5MK9WD7Q602klAOknGHtIam1ZljJOWL1Mw4lET6E8k5chGAk0kn6OMlVDntZglZB648xnauUwTNYVujUaIVFcFhkgjUihGzbud3A8X0OrU/MEutE9p0Hvve9+LJzzhCfjwhz+M293udnjoQx+K173udbjLXe4CAHj605+Oc+fO4alPfaoHp7/qVa+6RTF6gExYj5la0Yz7KquW2+sXhNnXiOuCT+pGD6I2NIdQk1FzRmIGTyvJaKIhAtgm8OEG5XCDVAqwMvfgovruLKnDrBK6u/GGtFDBePzIr3wIHvukL2zueSrCLXqaM5OC7LsDBLv3qN8vUCmjq6lasHMJYFcBL+2ES7XyJGnHUr5kOyFtRdKDVkwum41UTV6vQAcHtbzIegVem3SXpQyRqTsHlfJiMtrUSnvnBXpHtAb0wnM5X9Bb6jc+39n5JwS95rsC1N52jNTZAE4v0RdIxqGkU7HUfU7sis6RRvKDgF9ekDCbsQVJ75hm3ny9A9dcxUnt+2rWMzXb7fuSLYmzaoGMRvSgZ31HIJuNOY4LVd1payisO9LYXEMYJotzTAADZWKnKQBA4wSr8oJDiA3ucAMepLqKMNTCqIhwPUDzCSjYALTTOFoAUKAzdautbbuvCHr2zChI1y3oQejkBJFkx3rN+ieAl3dCI2groI3NFny4kedhtOEE7VMa9F7+8pcfuZ+IcMUVV+CKK674pFyvDORMWBlQbXeAqzF6wOMUFrZKBDZJiYGSalYW8660n2mQzAxUWCS+VQbGATSt3XSRSkHZbFC2O9TclpNIOgZ+RO7aW12NA+jp5P+dn/8z/NM/fAD//ue+o7nvNKo7OlfAK6j3Io41IVaubxH4SvfXcHBcJ7ZzcW22dsRM64dST4vWa9Cpgwp2LuFll/S82OwQ/1BBrwti9e+R2N0CSc/d7XF0Pw2tpnZ7D3Dx+EUpa2mIvSSIQISWAHDPPRG3x7djoMXjTL1pigYEpyrn+KNEGGx6Vb2p/RbMpF6/HtW1s2Qf8u0LUtt+m16r3myYWMT5Qc2ab+aSqTdTmG9xDhgdMSBbYnSCpMfBpieaE7l2CYd65CzbYE1tTChjpSkoAK8GKd8zrdQRZUI5PARvV0BOmkgewq0kIJEmt8/BhjiySHsQYJVtoookBSx/hza3EkTKYwXvnlFGnQuu3gw2ylYTxFKsdldaKW8r0qowwyeDs09p0Pu/u8kcUQ4vcmum1sjwBdVwbwH0LJ5OOtHPLAHlVJQrVO62aN478VRicM5qt0uSemeagFVxDynPeABdE5nBwkbJ4qcq8dkMu+jWp/HDL/kf8Ss/8Ur83euuxcc/+PHZfdMkXmrRs89AO9ose3fxmaOBgR6jSnrm3KBOK9WBRQBQqiWzJK4dLUH16CpekDwL5Oyflp2hWHV1S1Ad6mq16Ykq4DXGdXt/4X0utiNAr3GscNDbI9Y1fXLdvgB6s21HSHozaVP3myNWlMhipMvSPTkIHzWW/jgW4HCPQwiT5NejcI57Ttp+tesF29uiCpYVdLob5f6ldQBVt4Vr7AG5Vqqj5e1RQ6Cq8qa+Y9QeWPO5ppIXx0FYv8aVoNIVv77m2zX6wVXVGdMU1hR95DSFBpb1Mun6mQqwWomkZMnmcxZpaZikykIqSOojUNcvibqUBFjr+pbKC2lCRWVj/iMD1dkp/XWZqjvahPUz+W9Jbk2a3BqW8UlLDyGF/JwnaBdAL7ZUGSdz5YX9jhJe+LTIAZcIc6B5wSPNj1VuTApAknh2DQTekeSFSgk8ZPFatEmaxalFShKNPlwC5KXnLEHBOVeCoQC4O7fFRz/wcdx0w80KJHPdSp10SqFIJnGxayxxv3FzJ0k0gLck9UXwK6gxPyF1GdT+QEljhbT8EWtuTgui50SangghTVksRdQCnjMzgWOPEv1+DxF7l1SPi4RLz9sPnvtR019ZoaZfMkb+OMDbdykO3elxJ3WAQXinzXnxuOiBCbQSDNX9zjA5uIWOmXQzNxLlzHvzPFpjHzNJrpu7c8CjPdu774SQMcjS+QUQjHMMxjiyzznYc5qJsuFaKexVRruAkYrGOpr5oYTrqrdkiqr7UDmBdgkYsoBaFvu4ZUKhcRSfgHEC5yxJpIlAQ5J16mtYxU2VPl1iD2u98d6st+z3iHjrxiQbPQjOf9EZyjy7vcSR5vT17C0qLHCKnMb+dgH0Qis5vI/cqvM8FiSCnW63hS0boG7B8IlsXBkYkgU9qEbKoF5PA3kiVRqzZDgvRbwzVyuZ5WUEygTe2bVYXniRT4+RoYSLb3MGF11yGh983w340e/8eb3BkOYHdbxpEg2KqE0E+Fh/s6kpAnD3hIgWJnELdBy2RZdk5eAKi9uxpTSyxLPThHRw4ElnPQefV1ePZUXanJ2INrx9gGcExexJJ5L0lkSgetwt8d6sQl94kAHM9oYU9CPoh9OrCnsJLu7rxrQIrP2tUz1W5oux+HWoPm/sPotejLiTKqkBV0uYHp+B9zfnNeqwOqDrHUPsXk8CcrU/NO/WmSm3FUcghOS8tPOBmXpz8T2kheMhz8v8AzzOzp5pBrhowgGVuko2mqIJpDUWloas+XRFKqKcUXYb0G4nCSLGCZQnkfZy0jAJXZulOpswtY4nFbCUaTY7KQf64QxPuH97zOHc2GerIWL0GWDYklR3GqCTtAugF5pVI3ZurlFvBoIZpD0ols0EAA0oT4CrJDx2xdSbatBnLfWRVGqhLBINDRk0DV65AIAAXgA+KkU4HAvKTwJ63/2j/xp3utvt8N2Peq7enM60hSB0SyTrjirESBM1E9a4dYrEAJ0EYKBX2smcXLrjJj7PypNQr9rcBS5utapSngIevLxIKDjroEaeTDeqnKLjSuvEwserN/dOmPgQ61zw3/uObR7+nmMMh2eA0wKiHTMfG7VERgHmSNvgHnCcgW9/nLL0BQH4wv5IwG2OkRJPAboAlM4EhAdj90vz8S/eemPPQwW52GUHijPA2yMZzjx/+1i0OOesBQ2St35+NMDKDe3xcl6mHeJAUybAk0tHdb7SFEok62VSSa+UWq4HG5H2dqOkMBuySHspyfsZSgdA5J7p7rTGAZyKsC7OnBhhtHli9xSUTaYWjTQjGUM8VgY5jUUkUFdvivmD1usQwH4B9M67carzK4KecWlmI4kA2C4ulg4CURBCAOd0vFyQTdwCkHFmCnY8JNCks1pVnBTqbzXApyDn4KdqzZ/9oZfjkttcJJMD8CwIp0/NX3madOygmjrTqFUkmBEYFkDPOPk6gQ3kWs7N9PQegG41ucbgUl0YNKxAQyvleXV1lfSa+nuhBp/l54vemy2R4hYEwz2dV4scbEM4l0SQrlF4xtYXFr4f93uR8ncpvCLx2df2gN5sfAHTTJIzJwYDPiF8oWI64BJAtFsJcaTqdxXGbS2aP0+i7hSNRCfJUfcKeqm8+z2X+KhlfsN8ahgsA594LWequAWx2NSm1/gK2PXNmJ7hyeZdzZkhIMjQqgm1Th5NUumCxoQ0ZtAgKcNoGDSUYXAzAlISJ7o8SXpEIjnPTRHk6kYJU4A4ncS13TuyMGRgpq62/Y2kF2M8a1/OHI9GH2oZI/aaeyPo9GkvPYThgnrzvBtngNWmZQ4PgHF4Fejqd15YHOycqnGyBZDsFAQvDCuTlNy5hc22NyV1aNH8daWAxiQxenGwk4LnpGwXF1x8m4vx7c95HH7u2b+OD/3jh/Ch93zYD7/jXW+Hp7/0Kfjcyz8buOkm4KMfVQMAu6RnsVJMykEiTNhArBCZ5h702CYtd/r+KvHJYmkntBnVXVfPRbg4BTyT8qyIZM0e0aVZ6mwrMy5cn3V0Zvmk2vQ6NVp9Rvv6ZSyDHtVtETiw8HtPt86sAA6CR95ef83QV2M77MGxG484sqAygKaeo1aqs1uPDlJmz2uG5aImjpZU7fiooVmQ6Jp93XHyGKg5TrahWftVhR7nFy9LetTa9BZfQifptddVFNEyQQZyUKBzpxaX9qiOR1X/yFSZ6UFs5O4sN01SLHYYRGrSLC005kbtaCpUs+8tmS/8Xpo5pC861fnl8cadw1uKTLFJfRO3Diwm5TlDLOpNPiGaXQC90KJXpk1ob4Rg06uTONotpBNUIqeLhzhwZAVV2jNJL4t7cKOOKAnE2TmzyCTDv08SnM4FXBLucJdPx4MffRn+y0+9Eu955/VAItzvX34OvukZX4sHftn9gHe+E3jyk4E3vAG48UbgW74F1737w5XTgoYuIGggNNG1G/kQBoE6mBgLlgL35i7J0WvTDdOsKcekXhePIYcfIPdtiamH7Dk64d6aGmYy89rs7C0NEHLjvCLf58zL/kli4lP4Hs/rJYqTNOvGLP86f/Y7stQL7HVk8X7CtqMkvXChamujbn/7nUolvq7SCABlY2gcWTgMLIBplOLs+p8cRxYsgt5RIHeUypMDHWjnVgC8XNWTbtNUJrlevGsB6GRuKigw6XcS9bA+IGZyb053auk0Gm7bGxg8JGDKoFzEacWAgrRmntrSMQwS10cEzpN7UzrwEdq17SpJLDqyxGdg62XJB8AdWaw/N3sseHZbrs+cXbWJIYOXAiAX2gXQC60McDWXTWjo78ZAHaU+PcTncViklmDXA7+B6v3EGvtSqhouDQm8YpSJkYra6YwzA2bAZzF4p0+vcO4Th7jmTdfiSff+Xkzqofmwr34wnv3r/zNWf/MWSTv2rGeJjeze9wZ+5mfwic++D37sWb+BNLKuKZoBn8XpmZrCB+I3qZs03ZV7b0bAG83tWONu1AU59S7IptokTTa7Ei6ukfJUvVm8ujqaPwO/VuXUESZ/hy0A6o0cPUmOkfQWKvcc2xw7nXEKElf8nJ2wsC9u71WnR0p5/bn6JQCRNX9ERPXYCA5KHCPo2XHMnfpTLxOdOmfCbwTSk4BgB3ozgLO+FgGwvZejvTcxm38R/HzoxJ3L/rKkxwZ8Da8RwLBAwC4DhRmJqa2IXtSWN9SQAhkPqY+Axu6NWejKeiXrb1OkcOsuyXpLFEIYlFkthDSR1OybCK3Jwta7BpDoe0pMDsrukGMPxZbLzPZvjLF9V01QNH/sRvC4QzpzRrLNeFX1E8wNXAC9ps28MiMxTGgJJuBgKAs7cHHG9aqqwj03Wbf3doFG9UZ1kk4snlWDhiL4DNJ5lRIyGM9/1bPw13/69/i5H/pVTGq7+6x7fwae9fKnYfVffgt4whNEenrgA4FXvAK4/e3xgX/8MK584k/j2jKCVgmUoqSnNbzsOQAeU7WPSZV7r0BXJTwOkh5qaIRWXI4uyJ5pnVJ1YAm2PLd5dnF5vUQXn/GRgGeS+yfVe5OX++H2uLidepBTqn+UlHcy701u+4gguG9M7LzU7Ljmmoyqyo9OMxM8hdiS96a7slMYj3bIaOdScy+d5DdzpAq3uAh0aX5M//1IiZDavhv7cJhbxhw379gktwWiH4+p31ugk4K7Bm4snpVxfrPa86YatsAZ4EmkvZTJwxdgnpy7JJ6PWR1ACotTyzi6dqV6bwapjqj9HaS0mHC6TjyqdG/h3ZpH99zBrVQnNytWGwvWAmKT1DJEnJL7XBzXLoBeaJyBYhya5d4Mtpri6k3dbpPcXioAS2fCqvNG0hgbffnqhCmS1AAFCjm2rEQdQebowtKfccRk6cVSAlMCZak/9Ts/+yf4h799t2QuKVKB+GFf8xCsD88C3/RNwOMeB/zCLwDrNd5/3Qdx1WOvwLVvfS9w61sh3eP29R6dG5dZ667Zwfa1WLwhEMXoxBLVmmknKs20Ewkvbac2A8tuV5NKdzk2Y/aVYjk2VzHriib51c8yQF23IaqdxpMzSHdKnI4FvfNptwD0Fu1Ue8ApqgCPPAcyB+M50bmlH3I7Hppt669JYezEEiCdzNmjoCY3UNCz7zG2q2Z0gTt3+DWUXkZNguXe5DAJ92VkmQFfZ2s9X6/N5nu04SVohQX9Pchf846V+T0R6LlUGNB9Co9D16YwpZp3U08vamsrQw0zAFc1JyZGskwtY8jJaeEh2y2wFRrDACjnmvtylIipBHl3s6xKaqd3GyRbtfZKRxrbjN22McWWj9fohAFezMCiqQl5Unv/aq35dwfNyoQTtQugF1o0QBv31uzLQGOUJiGiYu8KbHDMjVeqOkJse5rqzLw2i5brUNVcMlfjwepaqS5euXZRHxAuufVpXPbwe+Ivf+dN+KPffIMbds35ZX3RKXFY2e2Ab/1W4OAAV37LT+K/veKvRRokcUtOUwGPEJdlV28KwEJBF+pdFzWcsfWSXs20j8Zb043UMdA0ZGBx1aYZpxfi8ngI9jy135UltWb/F4mU2fGMI4/ZMOyT0W5bApnZg8AtAj1BjyOksPDQOdjDFlsEJtNCRCBZeoGz63ZOL1FSjMdF4k2BuTPwUKIb1ZsRkKIdeCa5daAH1tg7+0Tdjv5nBLwF0DtWhRlb11evKeidWGCahsg12O8Tgh41pYUM5DXfTbEbsEr0rZqzZCDpJw1Q8wlV+15h8KTS3hCytGhCiJgUAuOoa9UYWYgkz5ipNt32R3ANAKvtke37gnTuDLJJeFMFvL3mDy6g4UAC0k0LNIjt8iTtAuiF5jY7qoQSQJjs3Ez6uqjiJNWXDlucuqIz3PBcPTbVg9P07kn18aOqIoIu3hDYaMGjnvBwPP6pX4a/+YurJduKopLkPCySiDq0v/idN+EvfvfN1fibMkBiV0wRACYBuDSJqtMnb0IFv0AY2pAFduCL9bA8A/sYAG/ioKfXYNNpQjoYajB6Ek9WDAlIEpdntjwPSu/sKq1ak11KrQUzub6/SIzsRk4i7fUEOZ6X6saQ6/uY/rSzJdDbt28f4Y+4xPU8r16wlOJr4Zozb02uBzQONlGdjwp8zbmmDQkAF/waYBn02mu1A2S9t5PE6e216cVns0eq6/f125rYztT+dkZKi0J7U9px1Hyw+FgQQJFxsmeU2emHPXdOaNWcDnxKU6aOpig9sbCoCHrExe1l2I0yoGEU2/vE7rXJKdjhGm2O/PZ7cQZLJyvX90LhHbelqLj5lDzD3IQpwBh2U216gdmEki44spx/i5Je+O6/3SZUAY/Nu3GJi/OgP9SQrMKidjIcmyK3WLOLlEzIxSapzLa4Dn7rF/4cf/57f4Obb94K18ZJdPLmQtWBHgPiGKLJqcnyc5YaCGpTJqE6tXCiek963zNccMI6BzwJMDXdfJ3UsAwspQBFXaYBseUlMUyweWyaTWJmB53nPWxcyDsu3AEvSnhGsOwGgEUV7klc5SPharbH59T3beihHHHdHrmo+bOeHbO4vx7D1s8Swe3FG1ODLlyrBTyoulEkCrtmgSZKMJoXJT2dF1aM1NdGP/4lxmKhLTpEnkTS649FPb4Hwdpf68jWzy0HPPu0Z6bzjOJgu/uioG2gxC3mEQAU9dSm6l/gwepCU/oYQtMgJfdorsAnafySpCTLCVwEANnyWZpHZwNKJFEHC/Y8oyGmXpYyR/bwZI1V23VgDM2mN0Y1ZwxnmhopFIBXmIHWFK2pCffPk9gugF5ojdeVTaBg03MbUJTyooU9cjgs+xikiaGFI943MU015xN0kMDSlCWVEApw8acd4Id//An4pRf+Ad72OsQk7gAAIABJREFUxuvw4Q99Ql58ScIVaXkRblhnbURAyk1VBs4JaSxeCSKeIp5W7YSdqTf1flv1ZoyvgYcoeFyeemNJ/KEGxu5G0dMPK0mU684rFpeXYDk2y0y9CXisXuOtyS1R6ux4EfBEnTQHq/ro+huPkwZ+HjmnvnBYT+Ti+g/ANzvBQGsm/QRE2AcMJUiJRj2XxtaDJndA6OPrwCk6ooRgO7I+CXVt2Jht3ZR6LQ7PowG9dpCLIDi79V66wxzEjpLk5udws89Bj/o5xi7tUbZFoUyUMYsh4fRsPtg+yDyy31xI/AzY5rDMZzOVsErZbJJdrjSFJ1RGemCUiUDORFpqsiymBGZQHiUnp9WyHMcmTm8WstA5n6BAZHx9T2kMKRfZQi8CvUA9HwVKH0wTpKAXMrDwbhSnHnVyq16byVW4J2knxMb//7SZx/qCHaMlCP3+kz34I6/NWKBywG434cYbbsbZm7d6HLef59sW48wCYdxzm4uqIt+3LObwEhKcz/gWGvH8fS2+v5M+nj3H9Zn9Z4SZ2+NmKriFfnmB8J24nWSO7QOPk5xz3L4lQFo8JzjE9M4xR553HuPac25UofWt2XeCa0XbY3tsRchIE+bvPyBpL9H3fYU+TjQ/jjvmlsyDfW1BKj7OHCDmBeMKuz72XEM+SaXG/QebOvV87+2CpBdb4Npn6gfuNsVjj+oPywuQePlz6QVecvEpnF4P+PD7b8B/+P6XA+NUX3hzPcnicuSQmGuBWdt2kkm477gF7luOpWrZMSX/wgQ2T7FukHXFFzTgLvn+5pLXviQX875x/HtbanskjcX9dAsBbQ9R3dvX+W4/n2ufYNsMPI4Amr6PxffVA2v/vP+5hPu4dx/27xPu9yYM2NsnLd/sLRzi7OB4HQRG8Ii5Eb156zqrn5SOHsGSs0/z3RQMYb3P+EbXjoTzE2n5oqUHH+SzUup4O1XpSdoFSW+hHSntNds/SRfcy5GKF9TTnvFV+OHnPy6kSQltAfxWq4zLHn7Pmndz8Zpy3nkLpvsexQLXxwuzq4mZssmdSGORTjhrZ51qdz0BPq8+jBuf97v4+7z733NOJyXOxjM7fmGcC/0du+2fu/+WajT2gN1RTF9/7N5z91xjKfyi/74Xl47xdj0Sz456Rtz9HXd8f975tD4TStg2+25NvbtPLNHdEk3OSVukE3sHcPLuLkh6R7RFI7lNuv75N7YLzAmxnbJnn5+HCnbWXvKiP8QlpzQIZZ/eQwMAVwcDnv3SJ+PzH3hn4DGPAS66CPicz8GNr3mPgkpePh9oJ1WvstzHqS1x5CeZ//sWSQTx+P2fyWDM7CgMuQl12qD+HZ/0ukuc/FHs+kJ/M8Br9oXr7OtjHygtSAInUWFSf25/neOIcw9EJ7n24nVsPG03x0mJ8TgGFtYq3Nzo1+nfPwVpj0Vr0fdl/c+8WZeAyY49SltghzK50wu7SrR/n+Fe9jAM5yFg6rVOcEJn+uB4Q73Edz6tN4P0n0edep5qlQugFxrtJNMBSAIvLU6PCOBJM5QQ1MWdqhcn6zbUCU8TuacajVJdGAykkTywk0YJxkwjkHZi+M1bceu/1cEa3/4d/xI//+JX40P/+BF82GLaNNO4FVwFayYFLlgNCc/+2afgIQ+/uwDe618P/P7v4+bbXorfevHPSrXkJJWSMRXQeiUB3+uMsgpZTgYziNeagh5gas8gPje7Z3WRT5M8R5rknDT6A1JX9QyeWEITylrGMhWUm26SAFn1LqWUkLbiwenASyQFkn2xqYE81RqA9tIKWJzoND2TuNeTOBaZR6FmvPD8hkeBVSRYDfGisGjtgZxHswfaC7r7wGIJUBb7rcfSPmK8p8+ZimyJUSsU3j1CPFed+2B4vKAfF/Z5v2VBUu8A4qR01DRhrNPGPmMncZuDpP6Ldqt6DLkqrmRx+pLwAVLOhISfNNWee3MLnWANWWAs85zu+Qsp3+OJf23+TgkYSUKKRvlLO9IE7iT0Y1I6smOlJ0A2+rLVxBDbyRND0GYHbHfg7Q7YbCTwe9yJQ9l6BaxXEvStCSDKShI+UNL3tZL3Pa3kxqjY85P4Y3eiiQku0L5nVidSo7sS4iwxLqloJqpxAh2sQeMIPtyANxspLH2wBm0G0Coj7TLSCdfdBdCLLSSKbcqDGNFfClmI8V0EWexMrQdl1rUbvDdruiDSYo9QwJFJ/Bl3uS0e/oX3wn/9zTfhvWc/AMnMogFPieXNEbnX5rBa4dkvffIc8O7/BXjmY1+I91734RqjZ7ktNWQhTZIYryiQJKDJ+FAXMDe4YBky5EdL0GhacEGOIQsWrjBOErIQqiBboUuLJ+JBvDdLrmAcA9NjqEKb9R7Vu868ZjPPY/T8fS4vmllartiCpLcvZMGeT9tp2N5JMvUH1/NmwBc62CuVBTC2GEqzExIvhCrYZ5e5pQ9XsGNtAwNtuZwQpxqkKE9QjfDYuO1mnz0qOkkf1djXZb3uXm9OdNuWjon9AegrdERv4TqnOHBf7N7BHpawUFqoCVkgtJIeGJbhxBlsm9csa1joiHmAa8WFqaMz5hU+MfJO0xtOGTRN4NUgoEIJR4UsGDMbA9aTx9fpLUTR15gCRvUlCJOrSTTtKcjmIQtsaQoBL41Uk1dYasKj54a1C6AXGo0kE4RECrMcgqbqKMY5akod4d7CRAQqR6vBnCjGjdl2e7n6fawuv2lknEkDdtMG73zr+/HtT/hplLM74cp0Api0Z5IeM2M1EJ790u+YA97nfwF+6Gt/HO94w7UytpREAs0ZzElirDJJAueV5K6rtelQOTWq3Jo9D/jtUiVcjFpkkkgC3EmlZ04SAMuaaWaUvH9YDZISaRhAw0rLnGwlfmjIwG4CDQmUCGmUxWyu0MZVIgE86jsgze2YRFtbALmBrC/Hvhs3HqUKe9FdY+sjejc0ng4VSJZUwcc2u2RPDI8FvGP6CyDn9+m0tb9W/b3krbikQrMioq2kV3MzQqU3e84OclEKDJJer7LrQe4kj5Ug12uktg4AlyS6XjVHQAOULjGa1kAtBXFkAnzheeunhBpIZRXZNr8TLiF4vQlkJ6BosoqJZP1awueRtEwXeQII0SCx0xdLD2ZgknYFaTdJ2NBuFElv1BRfuxGUNazJwwKSMpsUUjNCAHUSLU4ZlNZRF6fXSXqBW26fdYHn/YUmNqaS5XlNLNqt1QoYdgKAzMB2J+PfjaDdICCZw2Q5ol0AvdCk8i8AkolUoq6aEAJuua6KyojJoQ56qGoeIwa+PYCfBXhOwMCEF135eLzxjf+AX/xPf4ppOzUcTwQ843xW64xn//xT8JCH32MGeM/46ufhHX91bb0/IniV9Uk4sBr7Nge8kiPAo0rB3Zp1wGNZpEmNJgVim0jQ/lcyodMASR2kRSxptZL72ZDG7WVgGF2NS6OURKGkyXPHqjpJSeKTyLJGkPrEqAqaGhAzkU0kcWLJWNFQvH2U1d817T+wJ7AnbftAr9/f/Z5Jav3xEbiWVJZ7+q+g1wFhd2wER5nTNbt/A2qLa6PbVxaOIyyP97hm54T3EU1Di0DYS3xA+x6bc2SeleZh6L9UhZxmPHGaLUnYQf0nxyqQMmReqLkEI7XMRXzmMWBcU4NJfCwkrVeIf6Pd6NmQMI7AbueqTeSsTGhGjIm1uFhYcgH9bd+NPrLSyqreRBO6EG1wMeWhaJbgybElXVqq2p/VoGO18QqNkNJkg5pRjm8XQC+0smJPOD2tuU5gAEiy3yQ8V3skJZ6q1pKkulL3jViknpJETy8cjebeVA6noiZhWxi//Yd/jWvefj3KgaQJS2lSyUWyJ2BMIM2UvhoSnv0zT8KDH3a3TqX5YDzzsT+Bq//ufUgHB62DSpZ+kUXvkbaiMigTSZB7Ysn7OUBtcoG7izE3YeiNitMysXhNPU1IuxMuk9SuQNsRtNmCDrfgw0PwuUPwZiPlQk6fAp06BT5YgU+tUA4GsTseZEwHSf7WhGmldoYVUNbhewZ4pe/T05N1WVnsHVqQ+lFg1Uh13cKKxIw42Ga6tmgIle1HOqss7dPtR+bh7PuKYR425j0AyA547ENdIuQRHKkAlLkhyFFi81sWTXqj2nR7ULjGopPXSUAwSHf7VJT71JxLgDdTeyZuCDkSUCzJtAaBYyjtXDLJLebn7d+nBacrHYnB6az0BEhgKsBIqnUimDqdHFCAyZIS6CCEwUjd5VhMIxDGliiJWWOzgVe5ToS0Lbp2CXmrNr0C5C2Qt4ykn3lX1ZusNj8xKwRpj+p88scezSAqieZdQdpMSIcjaLMDbXdiyzvceIA6nT4NOnUAPrUWOrFOmNYnC0a4AHqh+WIlIfgIAh0A0KiTLJFzZrZYq75aTqBJ56NzZJh/akaDWx0c4MH3+Uz85V9eg99/1VuRDyfkMXBlk3AzF59Z47a3OSPSETP+zTO/Zg54n/8F+KGv+3G846/+O9rgc1sAOn71AjV9uKg3tUpBrhJflfJo0S4iBJEqgUuoeTtVyiv2XAoh8Z6kt8MApCxZ3y0bxJhFDTMVqT4Ri9BOiuWkOQgnJabGtetv12AGA9NMymuAa3FmtD+XCLBy+t5n38+MWC8B3HmA3pF9A67a7KW+I/rZF/Ixd2qhZnsjwfXSHuC36muldPs70NsbgnBSyU9pnzmezCQ77avJI7uwf/ZpxECZCGMG0ihz3JgrjAlN7k0D/pCqbdaKAZh8cjiWXdIjfb6hnt1Yn3kKNMUlPauHN4Zk731RVs1rGRO+25psErwPeo+k4DeR1OjLJBUewrOapVbUbUA7n5KaFAoIiYGCJHNhYNAqq90/C61YDa6G5XEEbXfizLJTbdCFhNO3oAXi1xjtbd+eY/da2PcQkbiPGPj6L7oM3/zoB+Hxb3k3NoeH834K8PgnPwLf+t2PQs6Bmzl7dg54X/8CvOON/7AwFllQzDyz5xxJTxcIQUOb99x6PNYXQ1qgWoZSiWpQbGEdp47biKUSmsbTzweyb/ALktktacdJGnH/SYnzUh9Lv49TY550+xHtuDCA2ncvQbbf90loDXffn4c93/vneEvfXbwu2lvYa6aN6zu2sG6PHU58f0d54IRrLWUQXOyzG15kWPaqse0C/R/gIU/HBaYD8+m4JDFT//z6bjtJmuIxS0Pocgl7jbYYnH7C+XEB9EIbDgFP36Y2HH+hqt50xwnnIkkZwMqZme1OOFjy8ARA1AJpJ7+HQ3Et/rXf/Cv86avfju2HDjEcTiLab0fQZgJtd/jWp34pnvjdjwKuugr4vd+rA/7AB+QveGm+8y3v0oSsx4j6k9QB2V0yiGpw6LwjzWjdeKotSDB6z4CCUpF7Npumc5wrdZ1eJ6RdQl5n5JyQVlnq5w0DUs7Vi3NbdfZpnEC7Nfggq9F6AI0JaS119dJOnnHZifs0DwiqzpCX03NwitRa6+nVV77YGmp4RDPPzSOekRzXbV8At32xV3vVfwvHUi9Z6PCOU2+eKFwh2giNEem1GbqPozqzcXLhul469ebsXrjFjpn7O8L2KOEBLnnUY8I87o9bkPB6j9DGOSOJ1JN0vZQhz+rpVVV6uLf+2bu9nJuxGg2BhyZQdYSzUAWrbWeqxkP93DLytiCfK8ibCWkzilnhcAc6twGfPSuxsFxkDapjGa1WwGoFPrXG7uIBu4uA8SJgOgWt1Yea71ZBUmqBcqWJHFWb6BxZwnudjEYykjnGrAl5lcCrhLQSGpHUpJNWa3F0A8CHG2eMcykYdhckvfNuq08w1vpG0q51geUkL7batup291AD6sLmurhtUoKhcXjAp63WeN73PgY/+yt/jnf83fvxsQ98BOtzI9K5HehwhzUKvvqbHobHfueX4dP+xcXA058O/NiPAd/4jcDFF8u1Pvdzge/4Dtx8n8vwzMe+EO94y7tFTWiui4AYlGOqIS7iiswFvBqwuXXWgqwISZzlN7oJG+87tkqgO1VuNK7vLD5R3KXzpiAfJAyHA9JmjXRuDTq1Bp09dBtfOXcO6eAs6KIzSKdOAesV0qk10qk18qlB9PirhLJOmE4ltfGxxxQZAMb78nuxRNVm3wNaTpPDd1OBHteoVQE37SjQs2e4R6rpwWa2bd91egBbksT6c+I1e7Db07fZ6rz69RHem1W1yW0fpb+Wijwhm0jvQNs/hwpY1AIVWtBzL0O0x+y1++0DPQuTsQLG/r1bJ2YaOAno6ffeDhrj8dwBbmcMtDDPeQfkDWM4LMgbRtoq2J3dIW12oMOtMJOHhyhnz6EcbpDWK9CpA2C1Bh2sxUZm8bsHAza3TtjeirC7hDGdYrfppTVQtkITeSBMOi5nKJga+nE06CF4m8o9CmAn5E1G3gzI6wH53Bp06gB0uAGfPUS58Ubg7Fmkww3S4RkMZ04Ws3AB9ELLWyBDFkTO7PGhxr0YhxxBwP1QOn11Q/iV2BPX4FEeC87evMXupp0Yi81we7jDKWL88M88CQ98yF1Fdfmbvwm86EXAi18MfNd3NWO+7u/fh594/ItxzVvfDzp1Ck0mAwM+O7ioOkOD2svBgLIiTGvT11epKJbsAeBcLTAHvobjZ4gnlwFehniKEsOD+pVyUUmYuI4tWYZ13ZRKQTk8RFLVBqnhPblnW64B3QQACcSkeUmFYJYi90Xhfrz2mL1DI0rNw+paLx0tSUq9hHHC5oS77Nl+PtJed/zJ1V7dOT1ALowlSnMx1ira7Izjl/4E6Kwem9nFrK+oMZDnzSdjNvpbCaE1M6cWQEGxSmMzW7V/p9l2Ns0AsTNSpCGnVuvOyvy4VOpEvxNTbTgsjJc5CC+DHoF2aEMRLBBdv+edSncbFrDbFqTNKFqjAHh87rAC3unTwHoFWotDCA7W4FX2pBWTMsRlAMpaHXYKSVk7yL2bckaSSOjzK4F+BG2R35Pdu84FThLaZc+hLkQNYZgyaCpIRStCFEbancJ0403gc+eAQSXVE7QLoBdaGtXxgRhlpGqLJiDGYNkLpP+zvW8Pt6uq7v3NudbaJycJSUEISQBjREUkSCr4CBQKiKnQgMq9NfRhQWMVL2BzSXtFrfIoLVqRiy1FC5+8LBSqBC5VCo2Gp8gnRZAgFCkQQAjlkwIJJDl77zXH/WPMMedYa699zk54JDln/r7s7H3WXnutOdeaa/zGa44p73VLT5EenMzB4++mt1oYnpTj+Wdfwl+ceQ2yEefnzjiYTolJmcGXzz8O73rXLsDChcBtt/FxPeH935Muxo1X/MTfZJ+5kWU8r0b+BvjBrvnnjZBeZoHS8cDOo6bas+p43coLwqQqiUi5ukj6bvxLAtzktXbizyZXwfCu5aB17ifJOgdTFkDLV2HodFmNNYYHdp5xNqsFzwf0k3GtZLwZqQIj5EhwkoDgBRMvKeSbpILwYxGWllvNVgZGj8k0QQn+ynH7CPxGMmr6vm6t9bP06sdpIMimNmlrrZKcJZOZg6VXteokszcQIRDCAXwuIb3+12A0VEhPxq+y7ABqIDqjPsv2XmIkE5fYshTHlgVCYRYHVN21MtZUhmUPnFHz9FBZe0+ubZiKIO5ML1fi52qWtOlw5RX4+WzU6YSwAQCYVosJryh4OkCRR8Lz7kUSy1UyVGWh7Zwzvk1OsFJUw8XrpBfKJnUfINcJQfflalV8CXh6k1dWQya4JNMUGS9BVhL3qWjBtnx5xk4b6BQDjY9Eegr5BofCOZ9ya6uxHgOUBaoEYMYmPVMjvS8vXYgdpk3BiSf/I/KNJUzbwW7swm5sY5Ir8eVvecI74gjg3nuBG24A5s+H22kn/O2yy/Fv194LM21qWA+PSS+mLVKmLL2a9CUfuJaKKOXUFrqT2dLjrE2oChMIlUyCptzX0hMy84peiaCdyjxFWygXZ4ddkOwOkuxRtraynFdFDnG+IudU5XYb1G7Dtjsw3S5Mpwtqc7kk28lhOznKIXbV2sL6OKXXUD0pVhecrbpfmpJ0mjAI6W2updeX9Kh5/6bvKt9XSE8RTxMaLL3+LtbYXm3p1d2bQnxiAQWikwoeBEh9VbEK5fi8OK2QxKYxXyyXZ9TYVaQGILhAgWidqN/wcXq3k/FzRL3FF8aWuNELn/VciSFWj9VI5LoNNYIMpOdzAQLZdaTMmCe7NiHfWCLb0GWvkVh4GzaCNmzg54gIJstghyfBTJ3K7swiB7X4VQ5lXHqs4CkAnckG3WFCOdnBDJcwufNl/TLfT26nbcfMd8lqj88a9Vqvagw5lY1qJRTiyZbnDpOXFQZ5zuRnM8MeH2tA6zdwVmc5MtD4SKSnYDtSkiuW8QFk0HpLxX8O5npNWEZtVt5jxRXjgPMvvAlTiwKZd2makRJ2pIMWOSa8fXeLhHfjjcCCBVj5vZ/iuksvx0P3/4rdDzmXE6MsCy5D8pZPID/1oANQwsVnRpaEcihj12YR05HjKtCR6GRuEvr0l4BIeg4w1rs9/Lwta3leUbSSWYUvfe3GkgCQhRvK2AtKBEOFb2cZVk2mbhduZARWanMCQW0Ul6dxlgWFlzQ8f4z7ZTJTeRBjvCEKur7uTY0mK8Q0j4fw9Whymxr2ofp31PvdaMfWBKetvFHa0eMKrRyr9/yV5BRPZmEytLICySdxCdEF0gvL2SB+FgUK6paEFUHMQATI91Nbbl7Bqc0x7XFf+uziHstPOivPvsw/K+PYAvHfIOJt6tmrKI5ovl9NsUO51pH06padnyvX4akI2YiDbTufAOcJb6QN2jgCt2GjT16zMEM5h0KkvmaLLbxyyNfhbXHBinLIwLXYrYnCwRYOWV7ClRyW4Kl+FqbD102sW20IBPemED8QrWD/Oczv7KqqT+GiEEry0zQkHOIAM1SAwiT7LujlDly3PebYABLpVWA7BOsIZHgypqzEawy4JI6QCakMpr6WXtR4pw+18PFj3ocLv3Mbnnn6RT/hUyojcNWRwxe/B+9asDtw2GGB8Nbt+U58/v1/hUd++SzXmcsyJjy/YjCs5Qc3i1ZeNTNNPeQZt5vdj46zzuqZjZrwLKqWnkWce6QOqwlPgtcoWUs3fl9nCJY4DmD9w0Klias5O8AUgOvySu7sxiCep9cqfMk1njBLna4vSu0n6RsD5CXQsTCZrsiSsUUJE0ocScUHl5kKERARKlp/E+pEVyc9GSdShmnAMRcvohL8cryxLL0xrLaeZJR+ll7P8RuswgZi1nE5XYhASMyUfi5bZgCx7AisWJbyd1TGgmIm22tFTwe+pkI4Qn6G2H0IIU8AxsQJ4Ma7FmXcsjblQxg18nQEEM9BdbkaW2IBBjkQ45WiWIXHsX4PCCFUwu1WndWkp8sXiiLt563ajq+4ol2aXlEMdSuNDYWkURRs4RUsS1xh/buXCbUYPzKCzUpkmeO++3JslLHbk3S2u0GM6SnZUemfoNSF4vkhc5IElXOs1PhqUVKX2BSW5+16rxDynGXjyChLqSkk0lPgsj0OZAxcl6oxPaWtiaVnHI3h3mTimztnBxyyYA/8yw9+jqdf/DUPUE94pixhOl0s/l/vZ7K77Tbg+98HFizA5w89E4/8xzPApCFv3UXCi6QH7+YEKnG8umYLL8wcIHUAKTcqpkeoxPIC+bGGG6qY+OtRQYVAvBBx/neOHwZHTHwyNYgHMA9sU/I7T4C1LBCLDOj6MmWtAnAl191TE1NJ1vwSAsxMLJZtHcKj5NtHxK4nW0unhgqFjilZ+5FesBhoExkvHkfcQ71WXp82NH1X/522FPuRXtMxe0iPqt9Le70VGCdFk1L4iN2UvkanjD9TukByMYnHVeZjViasbaJ7M8zp8jHfiivTqilGYnmp740JEtjvQ5XPHJq2KqYn18545cmPcSXYWUGOQr/R0tNxZe15IFEg/PNSqviduDX9ZxNied1QV5NXUWiDHMG2LEyr5etYZoH0XOFdmjlnYnI2t5cNGYCcYHOHPHfI8xLOWbjSccZq12dIq3heJeFHeVTCtZQcAPDzYkrjy5EhFrknT3guFuTnqSEGzhnYjvXxxzzGJAdEIj0F2/HVP4zh4KkfuSTeEq/JCxGMZekNFwVG2m08cP9T+KMlF6Az0uVKK92okZmRDn73mPdihxnTgK/8Ex/jne/Erdf+O/7zwTWcVeUrilOWcc1KtfJAIDpJo25KxfaQCh2ihUetjsK8PG3thRUJZDCPQXohQG34IYBhcjWlVFvw5hIByAFTGK8YeHdoywZlwTniotRlzvU3y8JneJZwIyNMrNaXe8ssyJMen9+ouaxWkR4LIC6ES0EDHySmp1Pmw5ioCS8ZJ68kptdzXdF7nkaXZ7/fDWLpAb2k1tfSU/vJXFRPZqHih1h5kjhlJdGJidd2XSC5cLx+pLephAfEcarc/RWvhyJDADWLbnQyZFJzkfzUNSbirNCwMomy9CqKVa1LQX4E0qsSZLD0/FJBpqQQG7ehiHRMhjMqcUVi4abVCokr7NIsIuHlNhSdj4TnlxjLWR5kGSHPSxRZCWcIZW7hnEXpE1wk8aQppocQ04uWfLgEpdwnAKWu3qQsvZKnH5mSQzHGGbiWhe0I6eU+qSUHGmp71JFIT4FXPOAnz7YsnH8KjZBbl90abLbzA2lEM68Jl5YxOO/0j+InP30El/7jj9HtdDlW1SW28mTZjLLEEX+wALjiCuDcc3lqwm674drPXBU0skbCy6yPL4hbQSbL6gC9qQpqcbmULOxdcGP0IbxMCI8HbahRWUfoPwHOiOIb2gB4bV+mCpB/V9MjbKb/ZiJD7uOWUqqsdJyl2u7wGoK+Kjy6OUzGLk4YA2vKUJvQGLb42A0FgExFmySKy+hol2xTH/Xmpl2E8DYpe7OBoMLxVGJH3Nb72552KEux4kJsOEfPMcPvqHpenY0I9b0oeU5KXXnXpcTsHLElTt6y85XzjfMDQYjPKcYXstxM0jPGsWvTiZVnwhp7fPy4HQB/VwJcoLyfVUihVBiXsDOUBkD+AAAgAElEQVRePlhVYN3Hr8EaUohFyljTll4fRUYsfU2Q0b3pCS+4Nr3MErnlSxaKWxO10mLwyWHiMUJIIpOi88Yv26WSwHzGps0ccutQZA68UItDaR1cZllO5OBSacrFWalzqxN7VOd5CSq5OPzOMshUXJs28/NvpdRdbtjDlfslkrzLNpHeJkIH140jP33B8ENowUtXiFS0Pl4R5iBF7d84Qtkl/ODf7sMDDzytstXi4ERJftUEh+1+YzLw+OPATjsBJ52Em5ffhQd/tjomrVjbl/DCKgiZTMitTZCuyA1+MsmwJUrK4oHSyLg4M0XrThVnbhLo4fgycP25CFJKLM5boozCPKaYRRndjS7nBTJl/S+TGe5/ZkOlGZP5Gp2lDQ+4KfKw/hessjasv38S28vVRSHfZkIk98aBgV4hJV8pYSYu5r6KgT6e2j4quVHt74bj9W22i8etuzr7JoV4IVs9fm/7NKHq5BQEF6dT30uGgyK8kqJFR8T3TvbR76ovZE3ok/5cab7E8ZT2YcKyG34fGcsA7yNeiZ7tnn0MBWXS6OFiDNB17GYvvWvOW5HVa+sHiSRy9FE++EvVRiBmgPuEOImd6mQg49P4TVgDjyfPUafLikbml/HKcw6JhPXnDKCX/9HeHlVxBhkhyxwyS8isNwqs45ioDn+EASbXWBGedvurvpP1xOcXeTYq5KAz5asvE1+Z8dOXvHwYAIn0NGT9JoAfSkAJKBNTymUQs0Tnf96FM21yC3u/dRfcedcjuO76nzN5+oEq0wWMc/zgO4cZs6Zjp112iJotgJuW/zSsgsCDNBKcuFTj3+AHUheE9pYfpP1a2Fl2D+h5eBynFHcfhQEXCM8PWtPH0tMCWopPi6BgtyLxYHbeRTTogLbGuy2tJz6Oa5rMgsqSrb3SxYc9XFcDlJazwhyxZcsqO7vkRGwZRMEmkqyncwgWTT+E/gtxbjLp9e7Tz6KL+/Y2qE5+fa0z+VzfL7SHUCe43jbFKQfB0tPKnVhrDiGJihNcXM3Sk/28V0VncaJ+PhOeE1M272c8MwXyMyY+07KP8kGHqThEvdsBr+jVxrS/JDyXzpOvEyJGjM1WGxY29lxf3lp5C3+q+Wra1anJj92BLkxFCgvAEoHKkueyZVlcqUXkiiKO4LqtlQ4jCxjLc2Az65AZAvy7tSwTRHYYkYlitNUXa9axgXBfeT8TZAP5sEVUhOuVXcI2pRBzv9Lk9E2GFQEKcCxJBjrA6e5d1hopmHSAuDFEkfzIwt/E/1z0LvzBkguwcX3buyM4VggCuyDEtdkt8eVvfxL4z/8EvvlN4C1vAQCsf7ntE1aiazOsIq60tEB8olXJXKJKjKrqZuGgOmJsq5a5ifBOgfSE7MyYlh4huI38HD0vFjjG53085F0VpoRyZ5Jycxpf3b3m4nTOr6tV8EoM5IBOxy+51I2xPWNA1oVsTnZBIcQLJIbCK0FIrNELwwY0xe/67hflZgX69/r7nrhb7aL2j+c1NaB2TjUHTr4fbepD3AfQZBKTTWrbFEEG667rvKtT/Nj+YlNU+lgwx++ZNGqWXt2Kq7s7+yW5+PRdIys++22k91PxPCNuUNlPuzyBXhep4+NzbVseYzCWk6eIlNKp225800Xo994/+S4oZ4H0KBKdLAZbkl99ha+5rS0yTX69Ter4Z8QvCMurJqhkuCwuECtraobauyqpzWQOmRX3ZgnrLPLMIcscrCW4jHxYI/Y/KJE1xVn6X4EPdcgF0KGP+mrwLjOwGaI7Nvdr7uXekh0AifQ0/LIbMAa26/iCAuEmWkssvC2FaQJB4/WD9op/vhM/WvkANr40EjPYZDkPQrDwTLfEDjtOwe7zdgM+/GGg1QK+9z08+otf4T/u+1Ww9CgzXvArl6YM0rDAayS7kL2pHjwKGqYQHo/IYOVJ/E4IT8jOfzaG/LI9Qg7VUUvk43iKHXoMBQdOG9eamneloOZSkakMNudBneUWKDO26mQZojxX6dg8rcHkfF0ps3ydu8YTmcRefKYq0zBsl89rIXEcarZkK51VG6m6k5FLMEZQr+fbkLZfPW7/KQujE1cjyQWS6tOoOsnpzMraeUIVFW/hCHGZsAwURctDvAvaldktvRJI8bzyt7TFuZiFqeN9g0DKUcn8Fe1ulOQVsQQlbVCTYN3lCYqEZ/h5lDElFp8xDshtqEakY1i6FFu4vnV4kjBAZQpNsO6kTJ+4NB3iAtOeBHkZnjIsCgsAJi9gMr+MV2b9tCcvS3ITP6t4Xnw+jbe8gMwTXmFLWEPIsxKZzWAzXrGcSumAf4acaVScw/0Vi5pbyRafeM0c/AR4DsFAretJ1pOgNT7WZ0DeijV5svQ2Gex68X84B1kUMfjzJQ0f3rrLABhguylDOO2LH8YFl9yKh365Bv+15oVIeCXFAL6PaYgrLhcf9EsvAe95DzBrFk4/6kvoOgK1vPYixGeN97+rWF4YmAjk1zNBWmvHwargwRljeYj+d0NKO6Ng3THxueYkDe96kkMjyC7xc/hrmIHnO9bcFy5jzbpaLcULCuW3Jz81QR5elM7H9sowpUEefGO91WcdH9xXgLfdKvGFBuuONfZxkAEkr0F2rh534ESWmiuysRn9iI6ouWlN8wM1YVbaKZaYOh4pYawJzzke+/7c4so0fvyHbUC8d35fTrqiqoU2IIxYhdYimN+6UIMxwQ0KKAIE4v5ASGQR8z3E/LpgpRcIY0tix3GdQOVhsTLG1PWVayrPi0XjGIykJ9YeqvE8R1GRLsW16V3/5GLiioRLvDckkF3luasSi2ReGkPILCH31h4ckBl2d1olK0K7pYNahlRIL/wHURyC8KiEXBTJ1dsoBQAyeVmolO1RkUhPQx5UiRloc9wQqFQTTPV7h9Bpd1G2u2FCbiXGESbjxgGK0uF/HP9+fvBffhnYcUcAwIvPr+8fywv+dkV4kklq4mDRqdjcRhP7EVMVQwxPXhKQhvfjhxcA4wd4P/cmifAjAycPOVGI8YnGSLbX2tNaZSW2F8jdxoC1JzyTZSDbZS1QiK8sOaBtHQtNie85fy+9TA0rPGvi0w/tKJr4qOQn1350Q6/x2E1xnp7ldmR7U2JJva1AJCTZr2691favHL9OeqEtVDm27GdKCs9PjwtTfievmnsTAAtq7dokThABaZYfDORXGekhv9DBaAFyX8YiQFbUTCA/TirhMcVjS2LHyGLcOCooYgXJ9a1ujt6D8KFGehSV6ODujIlDWpEmx4pguG6ZZ4xMvEW2R3muyhb0JJFY63w8zyE3DrBAbjmxRRJaOLxDUfFDlfBMn5ierJspUzxijkJTW5pifVFGjLmcmkciPQUudOwHv3MclwJCMDtaegAsMHXqJORFhheefxlf+Ivv8TGUEAgTcEUb81lqpnR489tn4aglBwOnngrceSfwqU9h3Qsvo91xXO28HnCuDFRFeMq6a7b0EB8qko1ifamB5bW66kAlWO4QrA9m112bAFT6P78MsZAIA5rgBY2cs2GtrYqm6V0byp2rg/Bs9fmMNK3Zlg4mU24ea4OmSoaFEvNSvChCfJykJJKmYXAMYnB4S2CTSE8IqpYxCfQhN9Lf9zumIiZNdHUiazhmOK/EYOvnqsSlKB7fJxFVCM9xfI/876K3w0XLTqw5T3ThHFK+pyFDc0xY8uRUI7/wvbIAgdEJEAiWXogXduHdbiaMLVlLru4N8gfwF0zO0aS0aGUpjiHt3oQiu6hUu4oiLc8D/9j6zM0oS4TwIvHVnrtgSUWrS5JY2NIr2dLzRGiVrCDvQeK8H1MhPHYBU0+3jfV/i/uXEGOATSTX014T8hySpbc5KF0IavMg9g+hA7vKpAIL+Ln83J8dge2mD+N//+k/xmMQqoQnafSSol2yG+7Ne87i/f/6r4GTTwY+/nFc8KeXRcvGWzcu9wM1BJtNlfCCK8Bbe0KA2hKtkJ7fSFDBaia2ilszY8Iziuz6kx4fnJV4CyIHOMsBZzmv9fPhMvhkACi3bHy5zHDstDLgDXSmlslifILLD42wpdftRmVBZXKSdw3BWM/1DkS+CgRxQguA2LeK9q2u3VgwQMzqrV+k2n617f0yJoEaufVLcBH0SzZB7XPlN32OXxPOVctPxbJrll4gPG/NGcT9AuGJZSdkF6YsuHB8kAn9IWLFU95jc6v9CRmYxkbyA2KcT/oRCE9ZgdoNaqSAMpNdZSoEAAMLGMfJbQb8OwdeBLU2v9DA9yXz17ZBwYkX2f9Xs/RsV5Fdl93GcC5YecFlXDpWAAE/xYcTPDgpLPNyRbk2K4o0EMoTereiTFcoLFt5uZ+ykBtPeoZ8CTaOcUpMz5ga4enQSOXaeKIS+eAQLT0lG2BVGES7OH3ohzLu2yBIpKehrTvnWKMT7QwOKPmmEiyMAS44/0doDbfi9AYAoXiuzJ9xShuTeEa3xI4zp/P+ZQnssQdeXrsBP/zuT4HhSV6geyGvhH4kAFQHrVEEEkhPWS1aS1cEyATrKnE9beEJ4Vk/YK11zfJcNDgyAByI/MR+Z9mtQZ5YnbL2TLPF1zt9QdppgcxFN4ZosD6zTlyc5K09Iw+/tUxm4orylyNYfKRctq9K9mYfS2800gukorc3WFlA6MMmZW/W4nCVferHaXRtNpwzuCrF4vNjXAivW0aLTfYPgjrGnMJ2b51EF6eKr/vfS0GISnm9Wn94H3/PhfzqXdSLLI9GgIBKhFHkJygNywVnuPJQ1z8/rjoGCCZMbwjn7Ll/2ssQ2yQlyOpWnpXsTbHynAs1Nqks/SrohUrnt2FeXpApfZ69atiBlKVXBvemTF/IvHuTl+miOP4JFcLToRGqjSPnzxNi/5Z6XJzNYZDYDyRLb/MQYkAAP7wmukaoBOActps2jMUfPxCXXngznnryv8M+wTDw2m+oL6h97l5QTJs+jD/6s98FVq/mbdbiiV8+HZcLUpaeWHGVOXia8OQ5Fa1IxZR63ZvehSDuTQPEeTRVt2Z0aUbCy5SLQoPIwJF/sG0UXI5IkR5Ym/MKYYxLVklOEmyCi1Mm0PpBbWouTig3J5UljCtZOXFZEMTkEFxRfJO89Wf8hGeZx2XVddPjggYjPYnpNU1ZqF6w6rH9Rew9RyPZ6N/2aZS2zBTR1aciNB0z/o6aSVgRqM7INCquFDIzm2J6QniujFaeExendm+6YLFvMgJBevKzpkqgNhIi6Xhd6VMvrUWYIlFStAA9+YVn3Ri2LkoW7OR9daYkFsLK6q5Mpm9ScsSlSQBUjFmWXBI3J2RenoqNGpmQ7ijG82zOfcoybr8oiFqJFldhRaYgWlhePhhvzeXWofDuzVzifJ4Uy5DhzR0jZyqEp71EVIvpWRdJj71OptfFKc9VE/lJJn2K6W0G5EEV94S4XKyPKZWEuXNn4NAPzMO//r+f4amnnvdWgBq9XkvW5ZaCNuaP+ZFPHYJs3Vrg4IOB3XcHjjwSj934S37YjImC3kSBX7XyqoQXrTxTs/Z8m7ylQvqhcn7AiGYW4nlgl0UD4VmpxqCEOs/t5gQWGcxkucyXsTygneXPJHE9f77wN1QfKgO6Gmg3GQuZ8DBbn9BieLK6uI8pz0MCEVmupQrjyc+wtV7lJa8olNF93Q86Fq+FVnB7ZwMSZMMxe0hOk5fGIMTnya4Si6tbcJX94/aqazOSXM85df1MySAM1pyPL+l9Q/zOx52U61Lc/uFvIMampG22SiT9EO5fnfzkGN7VHZKXJP7nv69MbxAC1DE9Y3yMOI4tSZiS2F4FpTqevqa6zS4qtkZcu3KtdRILIYZMHMJ1h2QwyzxjUQgllucVacmGjkq0qRBcNRuc25YZCkksuXEojUFuykB81jpYY+Gsuv4qJKLDI9L9eIllNQtFetrS0/KsRsh6yhZ52TAIEulpOMfzTaxhgSnbyaA1lGPEOdx/92M47sN/i05Z+gHvBVU4hhc0IYantWEeoDvNmg78/Odceuzuu4Gdd8alZ32tJ3mlUmlFfNh1f7e2/jTZadIDogB1MphjcLhi5VXieFXCY2WXD2Sl30J0xJYdnAVZ5we1X/9KxwuVz76yzlYgvDjQNZmHmIoFT10Q7VsqtHTarOWWmZ/CIK4zL5DE0uOsC3ZR63sfFISxzDQE679CIDFgAX+Bqj8aRVjXSS6cQ21rzKQUNAlRIS79+37Zm/XjiIWo21JR7CIRRsKjivUhhBfWRASiS9O7/0lIjdRnndAipwvKgAmfx4Rly01c2CQE5gmo6v70Y9MYX73Huz+JegnQx/KC/ujHFnKfWJJR7/2x3mIUmdzUB1EGvUUTV05HTFpR059EmQ5Wnih8REx4YvlIYYtQckwRRd1jFBRS/Zmf/dw6WMOWniPDhOfjesaTlpV+eyVYT3eykhTHw0bxfxxzpRHlmMnPGJ2lGd91rK+e0T4IEulphPlDhrVWvzkfynH2ZZ/Cj3/0IK789q3obmwjZgbK3fM7C8FJDE+7IEQj02N+2jRcf8ktePGFDTBTJvvUYqOCzfVXdZD2TleA0uLiaap+dP8eXJtQrs3ojtCEl0mcry/p+biHj+XxMkQc3wOpaRHaZ2+Auv++X1xPLN6guWbi4rTRhSOxIRG6LoMp2WI23qXJcRigh/jkgRmb8zzp1YjI1D6MYp01Hq+2TyUOVzteYxyuDrHqtPVYJ686nDp3neSaLL3gslTxaqn7GIjQRStKXJreFV2J48nnBtKTthCZ0dsfux7HJQebAvmFfeoWoI7/iftTfg9ULUC5Dv447Br1Jc2dDVnC1Z3V+Zu64MeUJj/ZXq+zWZ+mwMq6j2GXZXT5S8JXvexYY2ih+QXr5+gZh8I45KZEaU1IagkKsbVhiBhDPmoj37HskLqdwSSEf/7BY0BineLi1NOcqvE97dpEZWrTIEikp+H94gBF1yaA7sYOViz/d9z/8yc5fkfwpMbuRrZeRFOMFp6h6sCUzKr6w7PuhfV+MrU30a1l8gqxLPS6Na1YQOghvcbszQarTwaRTBy1RmtmVcKTTC19GP03ee0OvuCXJRPiezxnDqFOn/js6w9fdUD7fvq4HpUxFlGpxdktY0FdiooFiaIh7inliopkFz8Tga23Jolk0aO9h/3E6gPF/YIZ0HvN1QHC9h6Ck+NCW4H9SbQ5I7Pu2qRomcEL60ayjPv2HL+HCCkqeVoAB+XO7yNuxBrh6exNbfX1QLsFB7DE4UomSL98ghH3pVxTdbyQFFOP/2kCNIYVOdTc4sZ4Jdl6Jdn6MZf5CiV+N/+fJME0JbKQVcsvGYSyXHptwrqVF0Mm0bVJZQnrJ6QbHy5BxotNk0+Qq87Pqz97ddJDTGLx1VgKE7M2rSFkhlCq9Ssj6VUJTxSMQH6Qy2BZTji29hCyyU10b2qvUMVL5D1AIisHQCI9DVJaJhGmbjcJe8yfg7tvewjfv+zHPH/OGHZpSKBZnlW/TbTkSpDfRQEx771vxoLf/U1g+T/zDz3BSTxPbiZUfI58hmKPFacIrofw5Fn2n4MAVGTI3/EAkwC0zKfhJhCsJ0MhOGvi06o/O/KrRxsWJNZwck+Yn2Mo9Cl+pubEm56X9D++SJIPvBsYPq4XrnlYw6j3FRQXbzmwnDGgfuaY629hGEL8nTNxvlLPftXfyz4h2QSonKOH7Gqnb8qurLer7q7UFpypnS82rEqO1TbUzlm/thLPc+pvP30FQCQ6qs7NI0fVYzcRm/EaRUM2ZrX9KhnGX1hyvjKPb4fEqkyt1BlPS/LH0VaJRTwWGf6dZP46FtYy/8UQOJNTubfJK3wxxNB03eXNhAROQB7P2v2rXXPS157Zxj8XNj4zOlSglOS+cgXyuUpuhSm5zqhxsFDywivLgH4XGUJBlvCVrCoEWkZIc+vt0V4savw7ypGxMKAXdGIgDh4eUEcdeyBOPvsYTBouKpptz+Rdvc3/XXElkRDe7vjLfzoRwz+5Dfj0p4EjjgDe9Cas/o81FYEO6Btpem48f296yK5pcFQIBdXvq8SiByrCQNWTSrV2Z9U2edcDOBKn6kIgv+Y292xT/YxtVwQoxKdS0CsPf3AxV4V/xZJxXhgRhSzN+mvU71DdT4RT/cVJB6i4ECvjqHaOOIagBKA+nnqhuV1NFl7P+OwRon2Ea/2cdaWusm90bcYpC0IiYhFqwtNmpb+PxlZexis2xpoKocjfYXtIIYR6/lx8V21qyhgVz0TspyLxMF56X5Vr1nSNHSr3sjIe1HdGnyeMTdWX8Bt13ZuuoVYQK38DWqaMRihQP7GGpGBYIEDrLT4tIzQB1pVn2SZ6qijUmiTjIEZMsvPbe2VdtR8DeQGQLL0qJLhuuWDxlX97I1YuvwsbXxph37jE+wB2RzoDjmEByJSwEEGmXD7z9nsTzrj00xi+41bgqKOAQw4Brr4at//gHtxy7d3ApKGYVizz9GQQZlrgo+p+MOq9ZxCLAOG2hexNJwPMfydEFnzw7IqQOJ4M8rCWVs3CywxnawooDG4CWQfnjNe0s6DFiUUYBrRyZfSdNxTieghxCs7iNJzF2W77A7AgIAn0i3UugXIvXMg5dgGRlEujRm1RdTcKLaM+h2vs26nT45tQ+76fVVcRgH3bU/2usl2TnR6blY7UzqX31edusPxkwWWdvEJB0PsYk4+NB4IRUqkTnigvQIXU/Ab/Fi0906e2sPGV+fmkXvkx1QSYHqtPEl6sDdMWCPByAICsTeUzPnn6geMEFnFxOudP7rOGVfq88ZnSoZZvwz0zfgVxglR+MuG+hCkLpVJ65CVTFMTis1l8LkSWiOvSy4QQGmmSGUqWiCdICC+3JVt6FGN6PEm9mp0ZllzyMkO+F/khU5xkX0O+IAWx1VyP/wfFV7WxnsVJAxIeMI5I7/zzz8fXvvY1rFmzBnvttRfOPfdcHHjggZt0DHppHSZPnowvXP5ZXPSX1+CxB5/CmgfWwZcZ55XMdSKFtszEXy/aV7cM8aW99nsTzrjs+CrhLV+OH//wQXz1pO+AJg+DhofgJrfghnKUkzKULQvKDcoWv2TJj7DkhuW/m0ivbhVyA+UhAgtDB3QnAfmkLvKiRFF0eRBnUk3dLyOCWILIImp3Ahm8jiwceDB3ygxtl6F0FiUZtLs52t0Mna5Dt2tR5hlclvGUyFBmjR8UWScr0+WHjIXNDWjEwmYWmTGwWQZT5Pzyy4pkeQ5qt8PLtFpAi5dViaszZD3FqzmO6js01sMjAquWGBHHgXKeNMQCm9A/Zlb7vt6Gfn8DVYvE72O0xVJHz7n7kCBQsY5CEoqQnl/ShiTOBFSvlTFc+T/P+frLNqmYItaahrbi64TYBJUJqslWt71uzTltkTbc14q1WeS+DJ6NY6soYPIM1Cn8cmCmcozKGGsaExbKMqv2Oaxg0e4CnS5Mh9+p3QFt3MjKXlkCxiKbOoUT4oYngYYK0FCBcriA8zLFFRblkEE5ZNCdZFC2AFcYUA7+nANUAC4nuAIoJnXxG5M2YMehlzCjWIfJ2QhGXIEh2w0rLnTJoshKlE7H9AyvzGBj5ZbMKNLzwqlTZug6i66zaHczdAuLdjtHNyM4X2WFDxsVDpvJfSEYskELNJ1i7LGBceLevOqqq7B06VJ88YtfxD333IMDDzwQhx9+OJ544onNOl4fsRB95P1Q/86YqktTEd7tN67CWZ+6EN2OCuCrh01r86ZPg8ISL/0a3LS9r8wz4T0SWXNfndqn6bumv/te06Z29fuMKgFUsgyVyypo9WI9jBUHCgfsc29NVYBFQdjnXYLt9c8a/bbX9wF6tdhN0GoH6tMgx9Tf17PktHu532/0Z3JV1+JYGHSagt5XCK/ynSI81ZbK5yalQAgP6N/P0chYj48B70eI44+BvstY1RWpTbiE/aDrMZVghXbM3yhZwTV6TeU4dQSPERluetPtoOp7X0WuD8aFpXfOOedgyZIl+OQnPwkAOPfcc3HjjTfim9/8Js4666yBj/O9p/8B06ZNAwDs+4F3viptyzILrFhRJbx//Tn++tjz4YYmwbSUn0YN4AHG0xaF7cu04xCb+FAhJrK9sn1eS2xqn7YkBrHu9L7BwDS9xDfK9r4g55NhxiCYMY9Dm6awDHTIbeg+DgBTZ7RBLpepxxpGxzZPeu12G3fffTdOOeWUyvaFCxfijjvuaPzNyMgIRkZGwt9r164FAGSPPoLsH/7h1W1gWQJXXBEJ79/ux1nHfRPO5ux+G2qBWuyGcK0MrmXZDdHiAtOuYPdmKA7t3ZxSgHVw9ya/SbFb4wBXUHBtDuUlcuXWLGyJlndvcrqyuDfZxSlwPhXOeQ3OkUG7zJE5h9JZFGQx4mN8I1CDmgBXcqzFEQBnYArVPh+bc6UJs0f4O1/4mzI4GzVdqeZvrQFlHYQyVuQAV/rqax2eKK0qzwc3Z7DSxnjK+lUHEfe2soJC3daxBFOTe1PH0sZwZzZnA9bcm3V3ZxO05aX267WYlCtQ9pVtWcZDMLPhd5pkpJqOKfJogVvDsSj/ucd60YkpA5AGST+cyuKttdloS9D5aURNliDiGAsWbpahMu2hdDAj7dD3ECsW+IpOo42HWK1IKr64uK/zi8W2O+za9Cujw/lYpF4zb2iIZcqkFqiVww3loJZFOcSuTdfyMqUwcAW7Nl0BUK5cmwVxFb+CMFSUmJy3MTUbwfRsAybbERSmREkWjgy6LsNLOS9Y2+ze9LLDEHIf1JRQCABkxqEki06ZcdyvzCrWXgnwgrIFwUnVG8fFwMuW4QW6S8C2DNAaTIvc5knv17/+NcqyxM4771zZvvPOO+OZZ55p/M1ZZ52F008/vWf72jPPBDbTJToqfu/3gLPPxp3/8u845/9cifIN00B5Djd5CNSycEMZyiGL7iRCOeRQtgguRxyUMiBlrp4s8GgAvQ5ehfTk3DUlyHiXgXFAZ9hhTutZTMq7mJR1MCnrIjclWraLYf+5MH61ZICBM0UAAA2RSURBVPCgzRThWUNwMCiJp104GHSRoWMzjCBH12QYcRnaeY71poWNpkC7m2GDKbDRFliPAh2To8wsupZjbTYzsG1eEdkWQJYDWQuwHYIdArI2IZtEyEYA27GwHcC2W8hGLEy7gBnpwnS7QLsDGukA3TZogy/EK8JCYkhCfiLE+hHeaOu66TiTZA42Cea6oNOCnGokIscFKoK57/Ea3IREqAj6StKIkEc/AlRJJdwt1T+B9WtLeoXB+Gr+HONqxbR5bVX52FaYiypzrIyaY1V3FUt/jK9xOwbpVZI8XMM2oFmh0Aki4QLyO2mFwSdIcRyzAxpxHFtrt/lcrRZMq6gStxRPEGJvcqPWSd8nwsRJ513QyAify3HVFdPKYYaGYIaHgFYOarVAkwq44cLLlAwuB7rDDq5Fgeg4TwAoh1jGUEFMegXB5QQqCMgIpuUws/gvvMU8jre4/8LO3bWYbNroUob/dpPx324KnsM0TLHTsD5roeOzi6xxcGSZ8PyE9tw6ZP6GlGoctZGj6zKMIMNGU2CjybEBBdajxXLC5GibDB1TsIzILExmkOUG1hjkVhaSIBjX9bdsdCVzmyc9QV07rC9BovH5z38eJ598cvj7qaeewjve8Q7sdu21r03jfvYz4DvfeW2O/Qrx5JZuwJYAAej610TFaHKhHksZMPSWAGDEv15rOAAdAC+/tqd5EsBNr+0pXnWsW7cO06dP7/v9Nk96O+64I7Is67Hqnn322R7rTzA0NIShoaHw99SpU/HAAw/gHe94B5588skQ15sIWLt2LXbbbbcJ128g9T31PfV9PIGIsG7dOsyePXvU/bZ50mu1Wth3332xYsUKfOQjHwnbV6xYgQ996EMDHcNai1122QUAMG3atHE3GAbBRO03kPqe+j7xMF77PpqFJ9jmSQ8ATj75ZHzsYx/DfvvthwULFuCCCy7AE088geOPP35LNy0hISEhYSvCuCC9xYsX47nnnsMZZ5yBNWvWYN68ebj++usxZ86cLd20hISEhIStCNlpp5122pZuxKuBd7/73Vi6dCm+9KUv4dOf/vRmEV6WZTj44IOR5+NCFxgYE7XfQOp76nvq+0SDofE2uzEhISEhIaEPxkUZsoSEhISEhEGQSC8hISEhYcIgkV5CQkJCwoRBIr2EhISEhAmDRHrgtfjmzp2LSZMmYd9998Vtt922pZv0quO0006D8cVs5TVz5szwPRHhtNNOw+zZszE8PIyDDz4Yv/jFL7ZgizcPt956K4488kjMnj0bxhhcWystN0g/R0ZGcNJJJ2HHHXfElClTcNRRR+FXv/rV69mNzcJYfT/uuON6xsD73ve+yj7bat/POussvPvd78Z2222HGTNm4MMf/jAeeuihyj7j9d4P0vfxfO83FROe9F7ttfi2Zuy1115Ys2ZNeK1atSp89zd/8zc455xzcN555+Guu+7CzJkz8YEPfADr1q3bgi3edLz88svYZ599cN555zV+P0g/ly5dimuuuQZXXnklbr/9drz00ktYtGgRynKsJdG3LMbqOwB88IMfrIyB66+/vvL9ttr3W265BSeccALuvPNOrFixAt1uFwsXLsTLL8filOP13g/Sd2D83vtNBk1wvOc976Hjjz++su3tb387nXLKKVuoRa8NTj31VNpnn30av3PO0cyZM+krX/lK2LZx40aaPn06fetb33q9mviqAwBdc8014e9B+vnCCy9QURR05ZVXhn2eeuopstbSDTfc8Po1/hWi3nciomOPPZY+9KEP9f3NeOk7EdGzzz5LAOiWW24hool17+t9J5pY934sTGhLT9biW7hwYWX7aGvxbct4+OGHMXv2bMydOxfHHHMMHn30UQDAY489hmeeeaZyHYaGhvDbv/3b4+o6DNLPu+++G51Op7LP7NmzMW/evHFxLW6++WbMmDEDb3vb2/Anf/InePbZZ8N346nvL774IgBghx12ADCx7n2974KJcu/HwoQmvc1Zi29bxXvf+15cdtlluPHGG3HhhRfimWeewf7774/nnnsu9HW8X4dB+vnMM8+g1Wph++2377vPtorDDz8cl19+OVauXImvf/3ruOuuu3DooYeGBZXHS9+JCCeffDJ+67d+C/PmzQMwce59U9+BiXPvB8HErENTw6asxbet4vDDDw+f9957byxYsAC77747Lr300hDQngjXAdi8fo6Ha7F48eLwed68edhvv/0wZ84c/OAHP8DRRx/d93fbWt9PPPFE3Hfffbj99tt7vhvv975f3yfKvR8EE9rS25y1+MYLpkyZgr333hsPP/xwyOIc79dhkH7OnDkT7XYbzz//fN99xgtmzZqFOXPm4OGHHwYwPvp+0kkn4brrrsNNN92EXXfdNWyfCPe+X9+bMB7v/aCY0KSn1+LTWLFiBfbff/8t1KrXByMjI3jwwQcxa9YszJ07FzNnzqxch3a7jVtuuWVcXYdB+rnvvvuiKIrKPmvWrMH9998/rq4FADz33HN48sknMWvWLADbdt+JCCeeeCKWL1+OlStXYu7cuZXvx/O9H6vvTRhP936TsWXyZ7YeXHnllVQUBX3729+mBx54gJYuXUpTpkyh1atXb+mmvapYtmwZ3XzzzfToo4/SnXfeSYsWLaLtttsu9PMrX/kKTZ8+nZYvX06rVq2i3//936dZs2bR2rVrt3DLNw3r1q2je+65h+655x4CQOeccw7dc8899PjjjxPRYP08/vjjadddd6Uf/vCH9LOf/YwOPfRQ2meffajb7W6pbg2E0fq+bt06WrZsGd1xxx302GOP0U033UQLFiygXXbZZVz0/TOf+QxNnz6dbr75ZlqzZk14rV+/PuwzXu/9WH0f7/d+UzHhSY+I6O///u9pzpw51Gq16F3velcl1Xe8YPHixTRr1iwqioJmz55NRx99NP3iF78I3zvn6NRTT6WZM2fS0NAQHXTQQbRq1aot2OLNw0033UQAel7HHnssEQ3Wzw0bNtCJJ55IO+ywAw0PD9OiRYvoiSee2AK92TSM1vf169fTwoULaaeddqKiKOiNb3wjHXvssT392lb73tRvAHTxxReHfcbrvR+r7+P93m8q0tJCCQkJCQkTBhM6ppeQkJCQMLGQSC8hISEhYcIgkV5CQkJCwoRBIr2EhISEhAmDRHoJCQkJCRMGifQSEhISEiYMEuklJCQkJEwYJNJLSNhGcdppp2H+/PkD77969WoYY3DvvfcC4KVmjDF44YUXXqsmJiRsdUikl5CwFeLII4/EYYcd1vjdT37yExhjcOihh+JHP/rRZp9j//33x5o1azB9+vQx900EmTBekEgvIWErxJIlS7By5Uo8/vjjPd9ddNFFmD9/Pg466CC84Q1v2OxztFotzJw5c9wtHZOQMBoS6SUkbIVYtGgRZsyYgUsuuaSyff369bjqqquwZMmSHvemcw5nnHEGdt11VwwNDWH+/Pm44YYb+p6jbr09/vjjOPLII7H99ttjypQp2GuvvXD99ddj9erVOOSQQwAA22+/PYwxOO644171PickvB5IpJeQsBUiz3P88R//MS655BLo8rjf/e530W638Yd/+Ic9v/nGN76Br3/96zj77LNx33334Xd+53dw1FFHhTXTxsIJJ5yAkZER3HrrrVi1ahW++tWvYurUqdhtt91w9dVXAwAeeughrFmzBt/4xjdenY4mJLzOSKSXkLCV4hOf+ARWr16Nm2++OWy76KKLcPTRR2P77bfv2f/ss8/G5z73ORxzzDHYY4898NWvfhXz58/HueeeO9D5nnjiCRxwwAHYe++98eY3vxmLFi3CQQcdhCzLsMMOOwAAZsyYgZkzZw4UB0xI2BqRSC8hYSvF29/+duy///646KKLAACPPPIIbrvtNnziE5/o2Xft2rV4+umnccABB1S2H3DAAXjwwQcHOt9nP/tZnHnmmTjggANw6qmn4r777nvlnUhI2MqQSC8hYSvGkiVLcPXVV2Pt2rW4+OKLMWfOHLz//e/vu389KYWIBk5U+eQnP4lHH30UH/vYx7Bq1Srst99++Lu/+7tX1P6EhK0NifQSErZifPSjH0WWZbjiiitw6aWX4uMf/3gjiU2bNg2zZ8/G7bffXtl+xx13YM899xz4fLvtthuOP/54LF++HMuWLcOFF14IgDM9AaAsy1fQm4SELY98SzcgISGhP6ZOnYrFixfjC1/4Al588cVRsyb//M//HKeeeip23313zJ8/HxdffDHuvfdeXH755QOda+nSpTj88MPxtre9Dc8//zxWrlwZCHPOnDkwxuD73/8+jjjiCAwPD2Pq1KmvRhcTEl5XJEsvIWErx5IlS/D888/jsMMOwxvf+Ma++332s5/FsmXLsGzZMuy999644YYbcN111+Gtb33rQOcpyxInnHAC9txzT3zwgx/EHnvsgfPPPx8AsMsuu+D000/HKaecgp133hknnnjiq9K3hITXG4Z0PnRCQkJCQsI4RrL0EhISEhImDBLpJSQkJCRMGCTSS0hISEiYMEikl5CQkJAwYZBILyEhISFhwiCRXkJCQkLChEEivYSEhISECYNEegkJCQkJEwaJ9BISEhISJgwS6SUkJCQkTBgk0ktISEhImDBIpJeQkJCQMGHw/wEIKHrHrfSVXgAAAABJRU5ErkJggg==", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAb0AAAHHCAYAAAArl4bjAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pXeV/AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOy9d7x8SVUv+l1Vu/uc3wTAIQ1hGGFULiIgTxEJIiZUBFRQFAQBA+Eh9yEGQECBQRCRaALkPuCKiBJGgsgdojoDklSCwPhIIgJDGmDC75zuXbXeH2utqlW1d59zfqP3ItLr8+nTfXasXbtqfVcuYmbGlra0pS1taUtfBRS+3A3Y0pa2tKUtben/FG1Bb0tb2tKWtvRVQ1vQ29KWtrSlLX3V0Bb0trSlLW1pS181tAW9LW1pS1va0lcNbUFvS1va0pa29FVDW9Db0pa2tKUtfdXQFvS2tKUtbWlLXzW0Bb0tbWlLW9rSVw1tQW9LW9rSlrb0VUNb0NvSlv4T0/Oe9zwQUfns7u7imte8Jr7/+78fz3jGM3DxxRcDAD760Y82xx30edvb3gYiwlOf+tTJ/X74h38YRITnPve5k323uc1tcK1rXet/+zNvaUv/O2n4cjdgS1va0uH02Mc+Fte97nWxXq/xqU99Cm9605vw4Ac/GE95ylPwile8AmeddRb++I//uDnnyU9+Mj7+8Y9PwO36178+TjrpJJx33nn4xV/8xWbfm9/8ZgzDgPPPPx/3uc99yvbVaoW3v/3tuOMd7/i/7yG3tKX/A7QFvS1t6SuAfvAHfxDf+q3fWv5/+MMfjje84Q24wx3ugDvd6U54//vfj3vc4x7NOS960Ytw0UUXTbYDwM1vfnOcf/75zbYLLrgAn/3sZ3H3u98d5513XrPvne98J/b29nDrW9/6P/CptrSl//O0NW9uaUtfofTd3/3deNSjHoV/+Zd/wQte8IITOvfWt741LrzwQnzwgx8s284//3xc4QpXwH3ve98CgH6fnbelLX0l0xb0trSlr2C65z3vCQA499xzT+g8Ay+v0Z1//vn49m//dtz85jfHYrHAm9/85mbfqaeeipvc5Cb/Aa3e0pa+fLQFvS1t6SuYrn3ta+OKV7wiPvShD53Qebe4xS0QY5yA3q1udSvs7u7ipje96Swgxhj/w9q+pS19OWgLelva0lc4nXLKKSWK86h06qmn4sY3vnEBts9+9rO44IILcMtb3hIAcKtb3aqYNP/5n/8Zn/nMZ7amzS39l6At6G1pS1/hdMkll+DUU0894fNufetbF9/dm9/8ZsQY8e3f/u0AgFve8pZ45zvfif39/a0/b0v/pWgLelva0lcwffzjH8cXv/hFfN3Xfd0Jn2sgdv755+P888/HjW50I5xyyikABPT29/fx9re/Heeddx6GYSiAuKUtfSXTNmVhS1v6CibLzfv+7//+Ez7XB7O85S1vwa1udauy75rXvCbOPPPMAog3velNcdJJJ/3HNHpLW/oy0lbT29KWvkLpDW94A84++2xc97rXxU/91E+d8PnXvOY1cd3rXhevf/3r8Y53vKP484xuectb4i/+4i9wwQUXbE2bW/ovQ1tNb0tb+gqgv/qrv8IHPvABjOOICy+8EG94wxvw2te+FmeeeSZe8YpXYHd393Jd99a3vnXRFr2mBwjo/emf/mk5bktb+q9AW9Db0pa+AujXf/3XAQDL5RKnnXYabnSjG+FpT3sa7nOf+1yuIBYjA71rXetaOPPMM5t9HgS3oLel/ypEzMxf7kZsaUtb2tKWtvR/grY+vS1taUtb2tJXDW1Bb0tb2tKWtvRVQ1vQ29KWtrSlLX3V0Bb0trSlLW1pS181tAW9LW1pS1va0lcNbUFvS1va0pa29FVD2zw9ADlnfOITn8Cpp54KIvpyN2dLW9rSlrZ0AsTMuPjii3HNa14TIRysy21BD8AnPvEJnHHGGV/uZmxpS1va0pb+HfSv//qvuPa1r33gMVvQA0pFixvc81FY8i5AwLhLYBMYCOAA5KH+9vvA9X9i+Z+y+4xASLI9rhlhDYQ1I65YvvcZcT8hXrZGWCXQ8RVovQbWI3h/Bd7bA48JvB4BzqAYQUMEYgRCAMUAUACIgKCLfAZqtNZSgyAzkJN8rnoVfOGbr4w8ENIC4GgfQg7y2z8vHyBAledmgJJ+sv1vzwyEkRFGIK4y4l5G3M+IeyPCfgJdugfa2wfv7YP39pCP74MWA8JJx0A7O8DOArxcgo8tkXci8iIiLwPSMiDtBKQlgSOQF4S8kPeVI7nnAnL3TPKb5T3a+zyIrJQDud/uvIP66MC+A4DcXbd80/zx/phN13XXav4/rD3c3WvmnvZ+m/GeuBn7Njcm4yOzdJl79nqvtpF0hDZ74iD9xQTpT/v4xyCAbX6Q6+IDftv/HOUe5XeUscYByAsdA8E1mupYaxuB5hiQ7qL22NJnaypzK4w2n3RO6fyKK8ZwPCOsM+IqI+wnhL2EsLcCrdbA/qrOr70VwnIA7e4Ayx3QcgHeWQKLAbyIyMuIL33dybjkmgHjqYzxGIMjgzIhrAhhBYR9wnAciGvI+LX2M4AA5CDfHGpfNuMrV14REoNGuZbxx7ivPOKyEXFvBB1f4Vbf9d/w4N+6K+KfvhB4xCOA97wHX3rLW3DGXe96pOpEW9ADCjjEnV0ECOjFXRIGCZRBSAsd9MrYykDWFywbMQG9MArwEQMhMkIUbIrEiJQRwIicEdMCMa9BywjiAeARnCMwEhgjmEfwuBYGkQcQ6YiiKM8QlaMDOsI6DszGhQDOBKIFhriLtCDQ4IGBEAwoCjB0QN9c1w1kBkIAEBXoMxCIEVj4gDwrIwZGpIRIGZEiiNYISAAnMCdwjsiICMMuaNgFLXaBQUAvLxeg5SD9tAzAMgA7BCwJeSBgAfkMBLjn4ihyQXmuIIDnGRL3z2aPzLLPGLD/XbqB5PqHAmdPjgHMbe+ZZAWH+Rs1QOXB6wDQmwPSQ7f1oFeEHW5AD6Heu4IeQMxTAEU9bq6Pj0Jlfjqgqu/3xIGuvxZHAkgEKBtXUNCjBZAjN/yAVSb18tKkzbqDrP1uoBU+sgZoJOEnCQiDEyQ9T+GMQIyIjMAJMY8IKQI8gFIEDwE8EDIxCIPwEo4gnTiMQT5hwDDsYlgE5CUjLhk8AMhAJEIAIWZgGGVuU+YiTFBmcCQE4xs96FlfJIAiQCMj6PNHZsQMxJgRImMICTFGBCKceqVdPPxp98buS/8c+IVfAO57X+Ca1wR0lZGjuKe2oOeIo4haBdjc5GEvrTjJzSYmu0FujKABx1C3caiMN0eSCREABAIPAbQO4BhAOYBCAMcIMINyBjiCxxGckl5cJGYmkt9EkNETWmkz2yTK4JSBlEApgzIjJJWODdyJhXv3gG7kx9WcJpEr4HkGOP+bgZxBSb45S9uYWZ4hqkYbpU842DfVT3T92n3g/98AeI0UvmHOTJQQQquQHAKaRyITsjqwm4Br+b+CRt9WeRdUeacDnTlqnsWBTs+py7V1k123abdTV8vcsGs2x5M7h5vr+EseJGjMPssE9Gj6fk4A6PprzY0tEMqYsu2FeuDdoOnJMdy0h5jBqgIW8Ox5SaBmLHMgIAjoINocIVAIQFTLUNQGZgZSAsYRGAYgZ5mPOYMbrV3AlzODEunc1ua6+Qwo/+Dy9up77LRXoBWSyjXtemUfg0bhEdc58yrYPbYEzjkH+J3fAR78YJzznDfhD55wzsGDwtEW9BwxqToOVFMYUCZCAb3+m3Ww20VsUOd6LZN0ORM4MzjL9SkBPEClrwxeK/DlCKQsA3FIhY2UcTOOYDV1cmYxZ8ao4BcA5AqACnjMAiwFVFISwItiWsh6dTlb7+ak9KYBTcd1mp5peDZpnLlTtrkBnRTwxiTPO47gcQQygxYDaJAPYgSGCAwKeiqtmjm2fhwjiE4aD/13ZU6eIZX3PfOMk339cZ5xHZWUuxVA8Nedu8yM9tVT5TkM9kDXgMwB1/HvuzvGgyFH994nfSEIxSzvgvq2qNBQ/6fy/EUDtPsc/sjdvSvQNdpes9+1+SAAhANN0/QU8CZjy3+8wGBg2L/XIjErSJE73h9L0hnMAjow4TwCnKHboTyFkCODBgWmGECDCM40MDjFMp9oMQgvWI8yv8YRNA4gInAIoJTEXO3dFYnaOW3mVp3zRWgoVgt5vjJugGZ6FOFXrxH8/RIjjAwk/YwJJ520lBNvf3vg+74Pl16yj2c/5hzwsYij0hb0HOUBIlVRtdEDKIM9W2+ZlmATQY8BUBhNMMBI8v4DZFAiA8gy48NIyIMOpgHIMYAWUTWxCCwYxCy2dlT5mQCAAjgl0fh4FNtGSiIKqj+PfRRTllHISWYHpwSMSQcWytWzPlCAgGSRHFWi6xlCbz5rpTQ3mEcZwJTEXk+j+B1onfQzAubHXK3AmRGWu8ByIT6GIYIX+hkC8kD1E81/p8LKIP2aBxUoTMOLAEen3Zn2Z+akE9XSPAeeYaQbj+13GI+f4+5Mm/dt+L+MEZPDilDC81qGNXkTOHYamDdDso0LGXZy4wQVEiuzY6imwKIJmJZQNFDHEHmDD/NENL0JiHWCzQQMDSjRHju5zpxFofj02AldtaFFE5wIM64jO02vWJkytHMYnGVcBwWSAnYMZBaTooz7Ckx5QQjrAF4EcA6gPAApg8YFaLkEHz8uvGC1AsUAXq9BpPEAMSB4cBv1MTIQkvcv1vnu35MIPKguBPW1Uq59UwXkeh3jFfI/I4zCJ4YAPOg3fwz4whfEl/eRjyD/8sNVMTi6M30Leo44Ch7Z78YkoYMbVH1AxW2mXKYwmyyaEjk0zBA8MomMWTW9DNFQBpYBmgi8iOovYbCaGigX3Uu+Q5JBlJJIf4CaPCvwAe6m9oxmFiUZJGFkYU7EAtQsZpFsN1JmKYyNMGsy93PXSW6kg5kSqxTnBnZSLW/MquUl0V7HEaAAWhBouQQNAnhYDOAYkU3DG4K0cxANzwJWcufDa6Rwz5QKA+MpU+of7yBm67Schmlt6iN092E7sTum9ClP902Ond6QUZnQxPzoB1J/zgw49j7Eepx+xDRQhDs5CQUU/RwiY+LkND9/jBeifLNtjjlNcVaQmAE574evx2wAuBmwm2iMPegNaISpPLRjoAhVzgUyabsXsLvAKlKhgbOCXax9m/VagdVVErlaPwYBSh4InAI4BRGmh1gtKMMg1pX1CB5GkAbHIVARir2WF4iFN402n9FogkDB6OZDpqV279YLxwXwEoNG+YR1VtNmwl3ufWtc/VpfA9z73iIg3+1u+Mj7/k15w9El1i3oOWLVkL0PDwCKaVMHY9ESdF8zcYwJAKriy2ylrO+/mCQIHBk5y0AN6p/KMYBCBkVn5hwTMAydpmeTlsQsyBmcK6pysrZzA3qyLcjgJioDzXx6pIybUmXE1S9jEmkdYOSYctH2FOBM6wvFlKmfMeugVtBTrdMmHwA1wQQxacYog9qAzkdkmpmpmC3bffXD8KYni7CrPhnjthvGRv+jZ7p2nmOuTDbJD5mQ2oe9X00vUs2Vk8a053uqZkgHqB3A9M9aHqlnyux3yFcFPqpmLTirBqFqc96nV+YKues4Jm/HzT3vJqDru6Oz0ExAzu/rjpvbB7RA2kQAmzBVtD6u5ky4a4SDxwObsFTuq+cHApP67XPtMxFMZP6yuPzbQLTAJV5AvkniBAYuwIdhABYL4R8QoZPWERwiKARQTAWEQiJkFdiDmjiLD86E2BlNL5cORAP6rU8Peg+UaHfz5UH9eRgT7vBTtwQuuwx4xSuAP/xD4IY3xO/e9jfBMUjQ2hFpC3qOGp+eaXbo/u8kSQ46k0NlCNV4jSrxOumsaHsR4FQZd4jqJI8BPDCQWAJZhtjwqYYHpCQO6pwV/KhIVGLkTw4gAyiQ2PNJEM40s1DMsKTfaur0Pj3ViGhORYAO5NwCXi/J1dD2LHb6nPV3Aicxu9Ji0LSMQaTOKD6J4piPJiDM+PJ6sDOTpge8yFVwCdxI2TIO5kDk8Ek1YVyle9zY6C/jtK/mHg5lZ8FQbjjTTncYA2B2Pr4jnFOOa3Coaaedw3p9EEDKkMFqwbD5YeNGj28iVA3gvAPMAeqRzJl+MtgmD3T2TucCS+w86s/rrtlreh7wImNiUbDoTXskP8ag46F/Lg92XgjTOcVAARlmAiIkNsD8e93YFyuSanuD8BNODI5Z+EVwAS1RhGXR9gbQOMq2nMs9YeBGVLaZFYcc+Fl/2nsOEHBm1x+tT8/zCS4+/6BCcRgzrnvWVXGzb70urnr6FYEHPhD44heBG9wAbzv3Pfj4Rz4LnHJM+vyItAU9Rx7USpQfgGLSNO3Oa30kkmobvckKPnKsaBQ6OKkboGaKUCmRhwAeGZxIHNA5gMYg+TEqzklQgNyQAomfjqiCn9k9PINTc6YFvEiOH4nGFaik+YE0AlS1viYytVzLd5p/bv3O/WTgqumNGUGjRqloeAJ4WK/l8kTAYlANTyI2BexCiUSbjdgs/QgHau6zAfCOkqfXAJcd5+dZL6HP0dy1TRujmXsUJjFB0fpjXv4oANcCHqpm3p/TgWmjbXXPWR7dAMxZNABhfjZmZjW9rvkSp0HNc/susDYz0Wz7J89TTPtHALLuOH/MJnPn3Nir89yNKddnjdl7Tvih7rhyrB6swoMIzwxkKkJzO85Jx7hFdLpvm0ORiolTtD3lGeO+aHtRIsRpHEpgSUgoml4xZfpoSwUtQOevt2sb43Njwl5wCXYz4CtAappexi8/5s447SqnAH/1V8Aznwk85znATW6Cl/zIU0RjDQEcOmvWAbQFPUeFMRow2cClus+0O+8HMoct0ErABAE+CzM2BnBQqHEdqDJIi0TGLNpkZBR7BiAMCoBEv7GAn4rUPiCg5K+EIJpeFJQrIcEm0RGVlAUqE7WdoQ2WzoJel5rAdVJQhmiw+oFFlGYBPtNEJdE+aHu1PwhoUhUCYQJ8kw/X9+oYVMOcGi3gMKZqDLXjXMUcdcjpczTx21HzxT2j9/x0kwaqY7CcakC26fGaa7bnodO4it/NNDgn8JmGY8Etxu8KUjqGV1J7GpVy+grKOCagD3KZfZQZ8+YseB2g7TXHdteaH1udMNWc22tvM8/gwY64GGfqe/DgSjU+IFT+Uk31c3wGRXA064l8lBdY5HdmsbakqGlNNZ2gCLQ94DkeUp7FJKnCd7gETEzyM+3DXPlFroLy2Q/6Y/zK438Mp33hC3LST/0U3vqaf8S73/oh4NSTC5gflS7PFP0vTXUi+EFYPzzzf43+42a/9wH6aM+JiZTqYK0fkkEYIJoOCZOHmSWDjnYi+IhN6LEIoURhUQMgZtpUTbFohTqYPXh5JtXtp25/f44/RgayDmb9FklBglksjcIkBK+JwjS9QMW0CddfTA4M+3cz6VOefYf1fc+/8+YT/HE8c57bZhn5dNhn0z2q0LXpI+Nq+pkey9Pnbu65YYyHOq6ZZsZtAwTcXgOYgoi7lx/3k98b7nfo+zniHNs8j919MT2+XuOwsdK/3w1jZGb8kDuGNly/BNFNeI77+OcMVMy9MofkU3iBfTc5ENzMb6+h+f9Lvt7M/EdzjFmr+v1VMAYDlBhnXe9qePhv/AgWi4gL/+0ipNRqcu947XuKi6bkFB+Rtpqep5kJ2kiGPpClDDwdGHYuS8QU7D1MJoIwZ5qb1EGZuDJ3sZFTke6Q3UsOQSK1EiSpOQEIWSVsNXNqUrsPuSy5ewagNmBNasxyPAW4qASR0jjoM3WSeDMRMreDWYFSUjW4bJ98Mkvi64JmANxAjQpzajS3SR/W/m7/9+8BDhwc05kdF+wGgjuOUN996YCZ69hx/bbSd9xtnOncufsfQExSLqq9tzLIEmnQXUg3+xaV2zl7p13DP4KNdetrSxcttyF3CWPYXLcVzaZrR72fXv+wB+/mVDm/m8vNPnT7MT23AT779FpVGVPcviMTBuZyef0x1g/EIP2fLUiIUJm7jW3onOz5SDMfqvWoXqP7BOUnQeIBKGeZj1yF1QJcVPmFT1BvNHjU/8Xkqe3so4nRgx8Kvzj15F1c5aqnYjlEjE1FAzuRikVIlIJDR0ahLeg5arQxY6jAZMB7AGw+RhrcUhz9zp5dBumcSZO4SZUwE17V1Lj69gAJAomhAp8yM2IZnd4sVsybpkFpjc5iOzeAIirgJ+WE3DMpE91s3uQ6OXIFPEp1onj/HpIE33DK0lbOtZyaH9BO020+Hug6AJz+b2Zkbs2avenpIOArAwUzgOf6qfS5Hu6Pm1wXtUO5uwdQGWR//8lFpsROICO7jr/WxI7oAM3frpznTiM1gXKNTDYBiVhzC5vtrtscjyqABnftHo8boXL2UVuyuTYDAuWSG4Cv3zcBzmbs2HYHajbmJtGbzmQJnrwyctchB5oF/HRu9yZOa1Nr4vRA53hLU8WItDqL1C+jmMAxAmnlKjYlZ7qsQF0tPn6+G8D590T1t5m74UAOlU/Yfa5y2sm46BNfwrv+/qP45bd8EGFvBKWMG97sLOAjb3fvWAE7hiIUH5W2oOfJA05sJ0MJeXeDu2gKjCYct0zMkvSHIvFKNRYZQCV9oQS11AojORICBzk+BWtGuYX8HoTJaOQAF1NlVhBzE6849wVUSMt5Sa6chjjboZBQ4+A1A0YrjRp5/mlCbvJpCvptASwlNy+DRvWOj5qYTkFCqIM6p4dYozUHqj4T1199VYxaD7ENIy9RdVaNpbzHFvQOK91X/FnUYlQ5zzM723fwJeuFdMA1/jQf1dH1eXPM5Jr20WvadTaARhs56n16/j7dNjVZMUGYIoy/1WAo7+cr0nzS6EJ/D/eoE6Hd/j8i6HlhtQG97jE2gdxmX5+aeSNQChu4sSVRmyx+9174CSxgNmmEHWOAJ/fxc13+sZQkkjHMkOIRWuiCs/Nvu1QeEkwrOa2UCTxqhRatckQpglny9qyovQSyjBLoZsEliQRrukosJdrS8oU1roCDpiww63ypwl2Ru9z5VzhpF//v798H//N55+EVf/p3JVXhx3/uOzEMAXjTm4Q/xIjEAIaoUd0a7X5E2oKeo6plOa0AqBJe5AKANcxd0axLWWBwNTuwvnAHdP63JZXWQarJ15w12qq6XhvgM85rdTctKMQDoJFVQzBNSrUnGiV4hBJZjrEcDhmwcmkNO56Zs62mB4C5hjK7/LyacFqTTX1COo+jKztmeURaHDcGZC09JhVYuhJjXd5e+7sDvMhVu1PQIxd4QBOO2w8Sqse5jrDzKMyedfAlufvRa34dk9yYwoBuuwe5DgSnh7P/xwkzUy20Joj32mM3MFRg4mAmsqotWGBEuR91//fPgu6YA2hiobFzcRCgzZ3Dk+OLWdP89A3gAYgMmoAeq1bGpWsmpEBH3pcHBTcE6S61yFh3G9CV9IXs5kERqEUwDJqoLryGpILJEKUsWRqEdywG0KjAlzVZPeVSWMJSEtoSZA4UXSBL4QUwvlqlRK/pGVhSAi75wmV4xjPOxTvf/MEqHKeEez7kB4CnP12iNp/5TKQQ8U9v+4gIxYPyhbiN3rxcxED12xEmEmPR7mwA23Z2g5zt5Srwgao5jamAKVFbuLao6CY9JmPmmlTKemxkEIc6+EtOXgtylPN0djUBLWpnTSJeU+IyoM1wX6qwdCHpE9OMDvBq+/cmC5sQ0j4LQzbTJgz8MiMsY4koK6kKwYpLo5huqukX7cfeURNJ1zKpOcBrQe+wQcL1uMZ8XDvjUM2uJ2Nwmdrrulc76e/Sng1NLBp6K4xtDN9sNlNt0ySy1GuF1cRpNyY15ZfDWfq7mvrl+PKY1lbzXZW2dv+7ph1GZd7q8QeZK5tj5OEOBsZujPn5Wy0H1ScH6HSiqunNYl5xbgEhtKCX1e5ClhJhpkI1YyK3c6H15dV5Y+cU64krN4aRNJIz1ipPJXpT7tFGcXYR2vrNBBDIuUf0RUaejd4EA1/3tVfDmdf4GrzpDe/Hm173PoR1QtAc3m+/7X/DYjkAf//3wLd9G3C/++ElT301PvbhzwAnHxM/v5lrj0hb0PNkgxeozmcbfDbgVBOsE4DrBLWZbGbNoBK02eBVK/NOcA+w/QAt5lP1X0lwiRaDjTaBZEIgZ227chiru5lz/e0d11QHIKWsgTKqCWYtTZbkDh74LAbCU6PtuUnhJweSRW6xThz9bdGbbF5yBeSSm+c+HdDVABdUH4uBH6Fq5M27q++P3LbiU5khr2B4UOwB0kvqE5pVj3W77fPmY1ZwZzizWL1RDeOfAaUCotZ4d6yB1KbgHNY/5ZxpJ7BehzT3VAQw+w2phKfvoghr2i0ldxV1Ww9wDSDpva25vYVw4pacBbIpEPZmy/q77Y8mKMRft4w5G1tcxhE50AIq4BUg5K7vgbKPiBX05P+cQ41f6SLALf/X+rq0swG//tv84QJ+JVjM0oRiVEYjJZ1ufdv/hqvd5BoYd6msFUgMKUOma/nFNRdNz/rIzNp9se7JO8vALb71erj6Va+Aa1/9isInRsnhPbYccJf7fAfwkpcAL3wh8KAHAQBe9uw3oPjztGDFkaQhpS3oOWI3oFtNrwXABvBsW5HsqAJhri+88AQDL6r3axi1b4MP2HDaHnGqkZwhzAAfqW+PdY09axqVSC02TS9nEEc1h5JMrAyN/DMAr8n1vRVLOq4yLwFRVODz6QqWn+eqsIBz0SbI5Q/ap06advL4fmoLR9f/GwZlzE2B0ADPNL3yag8APqCCDRF3eZBcxsqstrjJbEr6ngAgh3pdUk2+AS1rwzwQltdhbbRqQdRpZHOBLP46phH6JisI13ZDIv3grmmhfUHzU+2y1m7o2HcRxX6/gV8DhB3I9dbZOWvtQT69o4DdrKbn/w81hcOnehQtj+r7kXeoY4xcJ3fjgdy48b9DECmBdVkWMiuG4y0WGSmBeF2Al/+OAI8KRCb4Wnky0/QUTIaB8PAX/AK+40e+DfjMZ6ad/B9NtI+fveM3Tre/9MXAPe8J/MRPAE96Ev7iD1+LL37uEtDJJzU8ohFqDqEt6HlyUVNwk6IFvF7bk9nZRGaBmn09YDYMu59sfiDDtinjMsDMdcAiqfYY0PpfVHNrUhZcnl+honXZtyUxK8M07U1F7bm4CQ947bdjYMVM1n2XiK+pNlqXh2lTFdB9uP+tVBjbpK9ZwYkLlsqtZ8CguVgLihOApJbhHYWYzW9az+sDHpqyaOzG2pwAAsDKxLGhht0DG06YbN4g2bg26Y2qCb97B36IFfC2q+hx1BwwvXuPsydEM2OjXF/HxVH8e32b23O6sWXvXscWsxWO4AbIrC9bocm/fz+GSM+1d+jvTc3vfh5w4RtU2+54XDFv6nwjNRUOOws8/Ln3x61/4MbAne4EvOpVJ9z9h9I3fiPw8pcDd7kL8O53H3zs3e8OPP/5eM0LzsMzH/pC4NgxWEfNvd/DaAt6R6ENvGLj9v9AakyHR+elbRDLQXQ5Ai9miYTJ+jJRs0zrUKfZ5bi166P/rMQzoHmU4zfv37TjRFp1RPoPvObGxz/qO+zn3Iyme+g5ri3OPXn55vLl7Ju59ysC0BEueDnvubGEm9s+LCIe9kf3x61v903Ane8MvPGNwLOfDZx++uW76SayEmhPfGIpPzhLx44B3/VdeM0LzsNT7/dsYLmcf00n0Cdb0PNk0WWmzfS+kHKM0wj1nCbMnN355Xf9NBpQubfXilAjoYCWw3l/mAtisVy7Nter16pQcqmaGd6ZEJn8NtOwqJVy26bDCaYqQXLpDrLrefLaJ4CyEoR7Nq85kvYJzfRnaQTaVyUaq76v5lj3zvRdEhzTOQBwDjRvMm3Wprrz2211n79ueZPdOYdFb9bQ8HpuMW8eBSz9uN3QBjuHZsZ4/46I0FyP+mO6NhTLwYbnO3Qb1f9NY/TgKGNEfpTxQvWezeXL2Oguze7C7lnYLCWuWcQW+axzYsMYsLB+dvOT2bb1733KZxr+ofOmWl5skLm+8dszI0TCw591X9zq+25YAe+Vr8Rlt7oN3v6BjyHHKsX62rphZIkH8M9s3aOdZr9POrbEekxYrxPoU2vgSme5tk8D3tJqxD88/M/wqt/7K+SURUZ3vGLCR49AW9DryAas70yuM6UDRD+QPKOpuzYyA9T9PQhSd3wdwJaWgAoOHvCM5gDQbGhqqqRsDniq+83xbHUuyz73cY9a2trICk5atWtmOJNuNaNYCSQiMcixf8bmtz0vNX3UT/JNAkaJEiyMQnxc5LYXE+JhGlb5Qc1r9ObPjVrYxovWe7K/rges2UbMM9ByTGG2wCyQbWjDRECYuzZ6wHOAyhWwfP/T5D1ssGT03ydIc+7O/lI2VuV3k7DRMO+yjdx70MHejq366WXKInhhw/v0LSJ7p1zO9QJLGy2LSb9umhdzvMQaYhHgd77vd+NWt/sm4Ed/tADe8VveBr/8+JfhrZ/4BMaTdBHbBIQVI+4Dwx5jcWlGXGWJANfmEaPkG5fI9Ag898n3woc/9lmc/eS/lHv7VRWSrJ8XVgm0vwbtrUH7K/Ble74zUQR+a3/vfz6EtqDniDTarQcnAkoSaNmSWbUUY8ZuphmHZ2MMNJVeXfmvRjpz1Q4oOwBwQEbuf0q5DgT/G6grLlSvuLaRZR+06kl0IFfAST6WY+NByxOrGGzTlACN1tM+cZqeJcNztFDpWAJrAEhgS26ftQmEYQmJb/vM+r8yoboqd9XyyLQwH9FYmIhco/pMZmZQr231u+08DUY5KjVa3SaNbhPIHQJgE+3OM8xJ47v/++O6tvQanjFbv8TQJqGkZ8TNb9j1K/M8UXKztPltO4sBp2wi5wd1beiPtyFtwV2mHRZgQh33XuAIXMcf4N6P6+MgA5O5Tgc7xn+Qp/0+EZy7/8u3898XQdl4Rs648/2/Bzj3XFnN4NWvBr73e/HI+z0X//j5zwFXDJUn+OAd22a/LfAu1dJnPtDk13775bj44uOwZdtM62aqec1iHVLGQSRVp2IEeF+L03P3fWLjZAt6jgrooA5s+Qeara0vMSh7t/WjABQHVtbfWRlDWYaDUBdcrL+b71ylHlh+W0nezHXRVa1kUoo1d4NXNBkDPv0OJOcEl9LAupSRz92x1ICyfI+lCTinsX9k4fZVc7K8nAKBKAnklA34WBeHDVIuQvODOCVZyysv5NlGWYLIwpgRbVUIaqqzB6tVnX1fc80ropozyVantACea6q30TYDow6Fnho/jAkNswf216wM8EBwK/s2AOLcte08f65nynb/A7VE39SuLf4YE+i03331/R7MKNdjZ4ubo/3dtM4Pq4PIM2K0r9SDl99GttGP74l5Xrer5YLcGC+5u0nmjkRbtg3N3uQ/1+85yNWIkRzw5UzgHOQ7KehlKSZB9lvHuS/3hzn+4lY3KaucZOEnd/6578TXXPUKwN/8jTzwd3wHXvfC8/Hu93wcfJ2TmsIPANoUK53fJSLXhFzlG2eddVX8xJ1uhic+61z822e+KN2mbg0J2ONSjIPKEmK6ukxZFUZ5BHMpbCE8sPLHo9IW9BzRCATVamjk6m8y0PO/XdoBMdXqLezBTphAGKmG8Y/kclxqrktYQz6j3DuuZAFFGjNoX+vgKeDRqC/dgC4llAosWZdMt3Jk5eHkAVjrblIMoMWAvIjgRUBaBK1+AuSBSiWHOnhRpDXutD0frQkmqd5AckuKAEaUDiwuxZylAsTOUtqcEvLx42BdMd1Cp2kVEErUqTxHLKkiNsl05XlCqSpDJGXUsgogVrqJGCVvTHycVAsSyMMcPEhmQMOfRyYQHUqd9ABooXIHRjNg2LRhbp/fPmOyrInlGzQ5d6y/F/X7UYEL7ISQIsCZ4Ff7uwBcmgE7L613z3Si2l4dp6gASM2QabW9HhB1YwE8dwwR15W9Oq0LZhVxTF3uZQUQZoSH8pB+SS8gF3+9pH9wCsAYgETKQwi0JuUXQFgrX1E+EteMMNq38RNGXGeEdQKtE7Bag9Yj7vTTt8TP/8adgcc9Dvid3wHOPhs45RS84rl/jTwE5AHyWcg3kQowmZESISyovNfSV1zB8IqnnYxrXOOKGE5eYO+yXPx38q4qv2AKYNIywpZGxZLihOUCNC7B6xF5fx9hMYBWa2C5QFglhBMYJFvQc0SjLqaKih1lH2vKGgGmybEy9oaZ6GRotQ4U0Asj2jI+owzOoKW6wlpLdiUG2QBNOkjHVPPbFPg4aWK3gp9VRxfzJdCbNwVMpCQR8a6W9poBvMGBHaFWdJhTKhxjpMwFdGQlZFmJHRnAoBIDM8IYQYtBnmmxANYjQKHU/IMuYolR63WmLNJtkVJVWQ0y8TlK3/psjuyZlknmhoy20Kxn8MYBPfBs9PXN/E91hY1pJ2041TN6r0rPgMx8Ow64j43L5h5z59Rr0syxs2DkTPbFnJagGojTNrpjzMw20fRye4+JedNrenP9B7fd3BQOzNo1Ex3+aJfbtG6u47/LR/szsHgHAKkvSRDzpV3YKx5BBZpDVlkQfzi0YpMeqiZNHqkFvKb+JbVaXSkNpvu1fmZY51oKcC3C89dccRf3/Y07A095CvCoRwGPfSzwyEfi2Y/8M/zze/8N/I3XltJ/AxVtDwRwgtQHjqz8AghU0yMoM067yin4zBcvxVvf9zH83dkfk84qS4HKAwZNOQ6mNXNAzpAVZIYAjFGE48UCWI5g43GrtQj/6xEYB81nPBptQc8RuQikkCSKqkwEBmoRXa6TwAZwdpM06+Qvv+v/pUhrUgmtqWOHatIcc/MpGp6aNnkcnbYnKxXUVdNrwnf1PSppmSHSZYfYDWiv4eWyOnQFu5In1/ebzWXtIyIBcRAhgxHUrMjs6okuAngd6wrOi0FAMCWp/TeM5XlpjKAoNUJDJFlZXldJD1aVInFZAb4AXmhDwIlJaiSqSZEiilTaAhW1vw8yBfanOdxq6CDQ67Sq2fMm2s8BmppRARKaghnNn9MEm/ht/T10ChRAszFv4zh314MJRagmUG7P7+/VPGHf5g3tb8DOgZlXBBozvfvdgOQcEJY5L/2fwbWd5Ubd9efaPgd6XrZiFPBk1ZiRxKQJ6+ORap+P0CjKlr+EUQXpwk+qmwQ6t777zjdDHKLUtbz73YFHPQp/9Mg/w8ue9QbQ7i6yK+pu38godYJtO2Wq9fUJuNIVT8IfP/neeNaLz8dL3/CuEgEu77g+vAnIYAE+Zkhx+UTgFEBDAFIsKQ7iBlkB67UKyKoUbM2bl4/KZCUBJEQqA5qZq+kjU63EkE17YMcEqF1OZxRtpDIHG5xcvsXEadqemjbVr4V1BQCMI1i/i1lT7dt+lQUu5hHjJi5YRAGPUtbizYS8oPq7DGaqYOfMm/2EZlQGxkGlN9Sk2sooxNxIWQY0hgA4bY+GAXm1Ei1vtZZBroWnKaiZMxJyCghrK8mkGumo9y6Ap0IFVHiJxlcU5fQ9sQYZVLPXBk5qv8wUSdwAD1sY6+XJe+xAZeJD28Ag9cazl5wEY82A2eR4f307b/aeus9pa5TVhO98emW/06iLRug1Peh5PhhsU9uOQLWwA1UQNJ7owcxeuwO7CfA5Rl726bMEFaLEpE5il7P374NRCDUmYBOZaVv5SxNNbP7SIhhTAbkCdOWb1X0ihd+LlmeAZ6bNlHDDm14H93nEDwOvfz3w4Q9L5RMAL/3D1wPLhSv4jvoZACT55qRmz0F96C7a+6LL9vDUF7wRf/uuD1erke12oB9UasjlZUjfUgriy19EsfaYcDwMYC1UT6s1sCvPY2UZj0Jb0HMURlfFa6jSJ6vWYNzdAMDnn3FSKQZAsW+zMz2MMqbN5u7t7+bLk3BdNWnu68tUuzvWshKBLMMzlhdfQC4llOgGSwUIBJmJKCDISYEzRISckZcBeUlICw94VDQ9X7S5lAQrD4qGMUvEKZCDgo4xQgMEhGp7Z8hyQzkDSQJXaHcHQU22vFqJA3sYgCEiEOl1CSFmMIUajEqArR2W2TdO8S2LXyRnFpOUpWRoOxuz7RGS50kl8YYZFxNyjxZdP83RjKZ3UPj+BATmru3Nj3oMbTq2u04fSdmAk2tnGxVYwaz69azB+p2rIAgN3LLrNObNDaDXa2wbH6O8z1qrchqEpWPZgdrc736bFwAFTEkBlTUjSEHKCz8+2tGesScT4Az4nP+PFPDEb0cV5Pr4gLX7PUKE6BULT1klSQVYi0nwm258Bs5+/s8jvumNwB3uAHzXdwG/+It4+bNfL372xQK8XIgwvBB/Hg9AXrAKMVXTzINFVTO+/jpXxbWudiW86R3/H/7yrR+QvhpaodnnIFtd36A+zypUBHGVMBByBq8X4ttLskJLXo/g/X3Q/lKCXLbr6V0+Cmu1BJL8LmG1KinKuxYTmjBNrlqMDXKTAhNVqVcHqTB6+cw6mtdcBmYDePurot2xrj3Ho9q3AQE4KxRr+W8ASjFZTSko2qBVUSfR8NLCmTjdMj05Gpi4QTs3tpQpWmKumBqV+VmOTuOMkQhOWkZNQpW20bgUQN/fl+dcrdSkEWAlk4Lm+MmlLDingnIoL0HulQf3TiwoQJeBIQXEZj09YOMzeuoPqRoDzZ+/iTYBDdCCy1xbNgBAo515wJq7x+z1aRb4mmP9tb0G5wDPwNCKFNe5wU3aCYBq7kS93lFBricPdOS+6wOjggva/Uy1zNucBkge+KJ7JhByZASSeWCrqgAzgpXvQ5saylNkVRZuj83VpFliAkZqQW5dA+LiWopAh7VZkLL489YJtD/iBje8Js5+/n1x7O/OE8C77W2Bc87Bm1//fjznN18hgLezABaDgN6gLo+FLn8W5H3lBJAGuJi2f6fvujFu8LVXwxvf9UGkOaEZaMybdi0DvGAKbwbSMujzD6Ad0U5puQCyCserFXh/pVaio5tYtqDniBLKwqni05PtFrCi76ZoQOSCFooV0ZhAKbrs/HbFJOFNDozW0WwmiLE4anlMwHoFVm2P16PeTLU5KxRrIGcBK176MXOnmTdTAobYBq40a9Sh5u/Z4PVSM9zzAjUykiF+vQQxb6qwkFnA1xhaXgSEUZzVNEhYMoZBo7RGWR9stQYtRzF/hlGXQAklmCWsM0C69JAW07V3RKrFBSiAQ94HIkq0bXmPDJSS00cBLM+sSkfodzEBu52H+AM3+cya5szsm5zft7EBvBkgmzsHmAW8uehNO7bR9NSnZJpcid6EO86DIuo2uR5Pnv1yaXqoAsjsuO0ArYCkqsTNPlQwbFaMYDe2IEJVJhbjijdldoLV7HjINU8NPhjK+sv7Sw38zI83qqBZguQqX2l5igDHL/7WXXHsH97eAt7r3ofH3/+5SCECy0GW91oofxggWl6ELNZq2l2isgQaLYE8Mp7052/Esd0Fkl/b0gnOQBWO6wNW5ThDNciF8NeswTsca+AbxkGAeaV+vfVaUqCOSFvQc0QJxQqRR5hlUPhbqJPDBmKx1aukBqAGrzhTjpkgwB7wUL7DWgdnyqB1XTwR6xG8Xgvgrdai2enKBBRrflsBumic3omuFNCU7THAixG8GDQyCxPAy36l8lCfdS5+ogE+b9LKBCSugOOjPEf1BQxB7fYSyEJrAT7kjLxai5lzGCS/cD2Kb2+wZwxgjXitCwArw9Dw78KQACtGI88VSdvENu/aoAV2v+H+P3AAGYD6EzH5bw4rey1sE8hMNK6eehOp16Y2gd7cfY+yzWt5zlft11qbaIS9v68kS8/cy70Hr/nNCV3+0W1uEtn6bsJ4y2kF4OpvYAYI/bF2rYwa3KWano0tAGKGR7vSRlliyZss0VLRggjVgmTH5gMArwStoPjwjKdY8EpYpxIbcNqVjuE6X3868MRHAte6FnDOObjgnz6Bx9/3OUgkkZJcPrGmKwxceINFKRvPuN61r4yn3vsO+OVnvxIf/OTncPG4AgYFOx8P4J6pTC9S8ya4Ap+6lmggUArgBUvgW1I+MUokJx0nF9BydJPAFvQchZFhaVZh1PBzoJFSvKnPzJ5zE7Ex86h2Z+bNqKaIxgShdveSP7O/lkKsqzV4T8x95pej5VJWGLeKJgZ83rxpmp+RS2HglEE5iflCHdF5geLP8+bNOdNm/6wMNMypmDYzNILSHQA1gS4BSgEhMXJmhBzBa83b02R7GkfR9harwrSYBCiD5ypE4LVvl+XsyYvhrLifUUxSwrzcxCxM8JDJU73xs9zXgigOosn+Hsh6s2bfpE3g2B/D02sceLy/5hE0vVrIAcVPZ8FZm8ybxfzdmzNVK5x73suv6QHFT2TvpwOz+rtqV/0xDTgSZJHngLpSuT6b+PTUjO6mHmkcQBmyM8/QRJxmcrMFJQI8rKkRlskE5hIf4HjKKjc5ebRa47QrHsNv/cn9gY9/XIJXbnADYHcXT/qF5yEhADvLFvBU08uq6fGCwQNrkry+s0T41GWX4J0f/jd86pJLJfLShJOi6VWhuTy/PmBQHgqiur6luUmKkBQQFlH41jgU3kA7O+DVGthfAXFx+MBQ2oKeo7gCoqYjSM24OlFYzZlz5j47BnCT26I31dxQpLO18+Ptix8v7icZnHsjaH8F2hNbNdYr8N4+8v4+QJJMToOG9qs5sABc0fj0f/sYudJkpZjrzgJpaY7qzpfnc3I86M09L1CZbEZJSi/Sf0Ax1st1lKlnQiolHgDazQDXorMAkC+9DPn4HkLWUs6ubFlwz8UU9Zr2DghZmamBObnnaiJSGwZ4GGTps1q+lpE3paH2U3POBjrQvLkJ+ObO7+43CWTZpOnNteMAEJy+c3ZjXc35toiwkw0a64dVzEG9hh0zBT17x+0qHpuoaGLaWO7fDeBAjPTaVbuam9cGjBwgJr0AINSxBZbt9t2s79ZXM5p7BANUsjaX5ldNzwWplAjNVXWZxJUAXjTA208IeyNob43TTt3Bb/3J/XGdY6OYNJmBP/gDfPA9H8Mn/u1LwO4OeGcJ3hnASylakXci0lKT0hesoJclghoB17/yVfH5iy7FFz67h18/53Xy7pb6LOz4ZImBQH3H1hXKJzgBYbT3xu384gAaY5Eqgiasm1CM9Rq87y56CG1Bz1FcM6Lm5kXVeIA6CbLua2zU/gWjAz2d2MGZN00SKwN0P4FWWQbnal0Bb1/Ajlcr0LAogIeF5qsMgzB/t+gq+wVYgQqAPmdP8/goM3gnyoBeVhNnDWCR33WBVp41b/pnrpK8S8iP6uNRphGMuTCBspleo/bZIPl9FnjDGSEl5L39ukAEUAN1mBFYSkREElHS538RixaLDPERZkj+Twd8k+eaw70jaBgTxnoCNAdIh2l6h2ltRzVvzgbKMFqAmQHh5r0X33U1bVafnoxBO960weYejebHGwJZjvISDMAc0BjwlQd2cxcVFOVcdL/J/ebCvM2PbGML7PiFjq+ioXYC8ibQK1qlgaT1d64Cc1hrP5egFQtgES0v7qsQva8R4KsRVzplid964QMq4I0j8KY34d/ySXjMz/6+aHbLhQDezgJ5EZCXUSK7FfDyAuBFBgYVSBl42h1uj3/61IV4+EvOlbZm9xzFkoICfKjTtj52sQjJMWHUzoCTlhigFEBZAt+YF+IDXY8Ix9Ya0LJ/pLEBbEGvIRqBkFXTG7jJ7eHgBr8GQbQTRLUX9VEEm9Sp2tpl4ArgkZo0aZ0RVmMxQWC9BhTsLImclgvQcuny1qRUFw9m1qQW/IjUcT7V9EhBhVMWaW5BpcSQr68nv7kduKjPO7HPG5ZlyCrRiYqZs/WryYAu0V/moB9ITBg7GZTVhJF3JGdvrTmJq5WYdM3Hp+/ER3RmlT4Kw2Kp1ZnVxMlRwa/UFEULekcBLUaZl3Xw6K7Q/t+cc9D10DH4gzS9TeDYXXOq6fGB7ZgAmr/fBk3PB7L4vFMDPaD2bfX18TRlIbG7ZtdI+7fv8w1k6Svl3oEKEJZjCiDKDRrgmzPlE1rAC6z1Xkk9B8Yv1JzeaHpw5c02PAPVNtmq82VXMW+6QDiflmB+vJXGBmikZliNwGqNez709rjOFQNwy9tWwEvH8LCf+F189qLjAngL0/AU8AbN3V2Q+tQE8MIigVMAZ8b9/9fLcdEXjovJk6njl/Lc5ms3oRlAZQjQuZvRVFGS8UYCbJoawQMhLwMoRRkr4yCRnMuFRrVvNb3LRVbBAASEBRegg700tOZNH9hitTdbTU8ltFEjNNkGbA0jtlBirNYlcIVXq+LDC7s7oN2dqt0NEsDCVrCZCBxCBblDQE/MCRkIQQZ4cVR3gBdZndZwz9wysfK80D5g0pXdZQebT8/Z8gPkuJxZk1qtnwLyyKAUwabt5Qzs7IBSLn5N7O8Xs25pRggIuoSJtK/m8IEJtgq85e6LVMmOgdWuOkxT2+RfKow9TM85lDpgO9QPdwAA1nZyC149CG5qA9rjDgps8SbMUtC48esxqk+PC3hamT0PcCV1BWhVAWzu801U5m1QYbRoetyCmRNk/fufS1nw2mFTrchW+QBqkEfn0+uDwOaewe5b7u8A0qc9ecCLDvCstqbk+Uq9XqxHxJzxQ/e8FfC85wEf+hDw4Q8jnXEdPPT/+jV87ksrMWl6H14BvFAF4gggCuDd8MpXwz2//lvxiPNfiw9f+nmEFBCt9qYPYmPjJ1z6rTy/pXoAyMQlZaGUDdQxlc0cnsT9QolAC9H4wpjBVp5sWGt936PRFvQchTWL74hkULFLNLZcMzNv+hdZIgKBygQa86b69JhLpGYYuebjaYoCr9bg1Rp5tZYk7OVCtLzFQsvwGNhJlRKrbD4FPah0Wzk4eROn1gHMixqO3INd64B2Gp9crFzX192U1R1Ue4MCgK66wI6ngQFkC3sGaFCJuYnmzFKaTCO1TNPj9Qhaa2CLiocUAiiS9BlMYg5tG7VtMIYUOvBz0XMHkg2JTusoTPNygN4EWArgcLu9P35mX3NMD169BudpA+iVdsyCXv0uWlxyq4T4lAUzb2atLduBnAFk89xGphEGqqk3B1E0XwNAZIWjKxACFQz9b29elO0zYFgYump7OrZsjJsbxKcLWarDUQJZfPpE6evsrEWuSL2P/jZB2qc8xZzxq0+5u+S7vuQlwKmnAl/7tXj+2efgc5+9FHzyMY3WlKLzUn1FAK+UJxwgaQoDI0TGNU45CWdd4co4thOxXo+i5UWS7w70vKZXFQe0KQum2RKX4DTOFsEpwrEkwANkwJcDaBHE1bNcAOsFaH30ibcFPUdxLyGmVACk+vRkUqQlFYmvaD9OqgEqwwge9HRQEqOpjhD2dKHE1Rp8fA982WXIl10m0ZnLJWhnKYC3uyNgN0RZV8oKRAdh+hwM/KhKtwAaGwlQJeskbUm7QRzVSxeSXLQ91fRsBQJvnugvCpQINmICJ0YtS0VSPDZC6maar5CAsWjO0r9VUqRmmT3SbYgRfPw48iWXwgpvk66rFRRVeRSnd8oCvkEnb9AqM8Gez2l58j7Z3WzDY3ZAN6GOYR2VCgPIG7ZvAr2DAE/3e+A8EZ+eCTEH3VP8p6qxWcCWFQTPFdg4agBKlmtKHllbbV/GpLWVUQqlHyFwZULBTNzUCIPl8XqhkFD2ez9eP5dKWbOBCn8oYyuh1KAkdQ00Pj1nMp17n0XAhM2HeqwUbq8RmiU1wSqurCVwhVYZ8fgadNk+4jjiV59yN3znD3wTcNe7Aq99LXDOObjs0n288ZX/CD75GPiknYkPLy2rhpeWJPxhJ+NqV9zFJXQR/u7zH8Cb33wB9mkA7Qxa5176cuLTMy1Phcv6TG5cmf9/JHBm7TuvVMikIx/+WQLhGCHvylgb94DLjjY8tqDnKK4lcAIAQgxVajdgQTuA55zeJrEGNd80iee5TU0wwMPevvjx9vdBwwJhZ0eStPXbbO4F7BTwyjp4zqdVJ7S23QV9AMKYRLMSEM9LjcwyM0ZQ8Bu4Ah25b8/QPQiYFpVZcuCSgAslAEF9eaT1+dZ6vJk2GQWkKAdlhrH6elKut81ZKrasVk0zYFoeD7UaGwfx8UkcOcgqxScnqRfQI2wCvAPNagaGqONhY7BPd82ynWeO+Xdqe5PrukAS2XjwebNBLB6U7Rg73q1+TbYOoh7DozIpAzpdB62AW4YILwCKDbqno4Kgi2CmAmQO/IDpdjuP3LwJ7hgPikG0DQ4EHkSws6o/JWLbErKt6cYvjGfPuJ/aNAtujjXzplVxMsArS5CtRMOTYLgRMSUFvBsJ4P3VXwHnnIO9234vzr7Ps/DZz18GHNsRH14JWFHAW1qFJih/YFz51GM494d+Bs/4wLn4y0++FesUyjp/40JWgMgaRCaN1ldrLpEJ6LkH11g2qZUrwm5WkMtOkE6lio+5RASoaT0AOwvQaufgceFoC3qOaJWlCkoAwkrARXaYTyBUc59pgs7cIRJJBTsz8ZhJE+xMmquxlhhbi1kTQHHOFsBbDBJVpRpeVhNE0fQIrnKKTVBpdrvunUjbspgrAGbNwWHNw+Gi4cG+AxdND0HXBEO9fiEDPPNvJNWctBIFq/U1k65xB2lD1qoLZMEmCciJgBwKI8VyQMhZjuEdlPUDx7ECHwVQ0FJlkGcr/IwB0oozgRXwXC3Aou2dqKY3BxqdIHRkmgMVHEXTmweA2YAUD1L98T0Tnjt2BpgttYT0XZUq/ll9draqdaQKbsy6OHBuAc7+t+v+OzQ9jk4joGoGrw2nVvvrAJHd9lpEWc2kQZg9E+Q7yksnljFmkclzmt5cGS7rW6/dea3P+0t94MoE8DQYLqSEX32y0/Ac4D3m3s/EP77jX8SP1wGeBa0Y4JlpMw/A58ZL8KT3nou3XvQuLGNCDBk5B/0Q8joArOZNG//ZeAhaoRlopEK2eaTnCcsgMREzofg0F8IbKAFpKXwjLyPCegCtF1JF5oi0BT1HYUwIKxmcYRHrSgVUNb0CMkEYaI1mdBI5ozXz6KoJyFpbcyVFo7FaC+Dt7cuq4cOgZk0HeMsFeDmovV1t7aqF8mAgXCXSxizgmS9L44lr8rBEZgng5QVknT0DuygfcoBnoDe5LAALFJEJHEoCa6nxiRq9GcDIus4gJ+hvRh6BVJziVEOUUwTyQsFR63Mqw+TVShhVEJ8ea7pDIGsPg2OQSWLCgoVTu9SFSbTeBjoskIUb5uo76PBrFqbfgd1BgSwb89aUWTQao9f0NrVB29H8n7v/u2tS8dGxjHMDNTVZcqQKeFp4QEzTXO5XiicY4DXPUufhUUCQzC4+k7Na5zE1gOarGPXA54+X4gjqx8pubJlFASjh+qX5RSB1PGLS6A3FsfU9inmzq6c5uuTzfXHNPPRJP4HvvN0NO8D7HgG8t3+0RmqqH88DXo3klu+v+9qr4UrXPwWvPf4+/OUn3okrHtvDsWHEKkekxYjEhJTUB6iCbyEN6oEDviI0G6+wvs/knl3mPxYo41XiIkiKXWfxB+Yk0Zx5FUDLAbzYJqdfLgrHtc4j1P/ki5gGiRpiQjEplgAXroO8+vR00meuEZrMouHtW6WVPfHlaS1NOuUk0EnHpDLCjoKdSWQL1fBiXQKoqWtXAK9NhG2Ys5oKSPOK0hJISy6VFhqwi+K4luWBZMCGIL97smAW4V1SeFeqz5OAX5Jgmxy86YfLJJEvUp9P6XDtTwG8YEErJMAdApWIznx8T0ybmaWiS8ryyYNUeolB1uaKQdbiU9NUNXFWgQZw7zK3vw8j1sndrywvz8H6rDS7vYl+g++HDtg2aH/1WH+NGjxS9s1pejOaR/HB6XUm1y/RoartZdZ12gzwctHeKASYKZNsezJNT77Z1kNzJfNmQa5fH9KAc6LJhTJeAEjwF1D9wwXU3G8zcVrJsm67XY/XEjjFQyhR0JQZFAOIg/qyqPS1L/TQ9K/vchc84ws4SJCPCNFlxQRdH8+vnBBSwkN/+66zgPfoez0L73rnv4B3d0ouXtodMO6aH49KVaZSrGIg/Phtb4zrfe1V8Nfnvxsn7axw0mKF3bjGjgY7ZCbR9lKUReSTCtpq5SEVoE1gdo9fnzspnxjVcpUIufHBqiCS7beqhRyk1ujuIILxeomj0hb0PK3WoBWkwxcDaHQO8ZglWIIUcCx4REGlME626hS5mHhKsdfM4sPTKE0+voe8tw+KEeHYrqQmLBfgXTE/sIYQp52oGp7ee5CKMQXkzBxCaCWmGZXMTIlSxZzAiwxeMDDkBuxCyAgxy1wPGSFwWRYoOM6aDbgg4Mdqf0+JivknJzW/IpQ2ZZeH4yNekyvUSzkgMQrzteguyurjoyBJ/Hv7Ffg4g3inmjmTFLXmZJpynVzmFzXzsFz8EFVvk9ZRNAnX2fMX2Lhpo8bX+biOFr3JLXO1IJJNTeuAtYn2ndxT/7HgEwuO0kWNSRc6LsAWQ9XgmOsCyN68aWtDAlXr6+93VHOnAVzxdYcKigXI6jZqQDBMNUD7bR9NF6JRxlPIAZwjKEp/2DwtNNJmn5aRCUsF9JwwpEFCkpagub3rLAK0Wo1+6bc2AN5PP7MFvOWAtOP9eDQJXKFFQI6Ms1/5BuSvIwxXTtgdRpyy2MduXGOVB2Sb65kwjgEjhhL4Z9hEQXgHqbAcXPRmedUU5FqBZY6OBKbQxHQRi+tDSt1REQTSDiGMArq8vy04fbmI1mvwWn/vDxIxCR2r3k+Qa31LMd1w2V8k3w70sB5Fw9LUBEtAp0A1ybIErcQCeFmjqUoIsVaCMNDz5sxNATZTTU9+Wz09DBk0sKxOroAXIyPGLIMWQAwZ8RBNT6qbBR3gEm6ckjAdi0g332j2ib3mrF+Q1uJ0Pj+Xm8MMYYjLRfH7EMuafFac2smC9bcVSFQfq5g4VXKPVGqs9rlcPkhlyqj6DVz7fm5trzmNxG2fTROYuVUDYnPUa2XON0ceZBxNzadc+mvaFq7fcybLMVUtT4GMkvp81B9rx3Kj6aWmP0p0A7cPypmbtdNKPdpG0wtVgzNTZ6xMsfHx6SodumMKhrbdVjAhKnmuPERIVaFY2k4EBA5ak1eZfCdYee27PEckELgIsZM8vVEBz9bbHCtfuf4NroHvufO3Ave4Rwt49/gDvOvtHwUf26nJ50sxa1rQSuvHA8464yr47fv8EB78J6/CBy/6PC7LK5w2jDg2rLEb1zgW11hQxpgD1jFif4jYHzKYE3KSuQ9icA4IUYVlFZqNdzDXd5WCzPeEiEziBGGWwLqyDuaCy0rxxivSQpZWygvxKfJiC3qXj8YErLIM+pTqZCf1FZmkl2USlDBdZaYAKjNIqTrz1xq0krmummDJ50stMbawCE0FPMuViQ7wJou8Vslw4g+w3zDGX5tnEWF5QDFp0qADNGZE/Qwhg4gRAyvoCQOaUSCL5JeDaFcjBeURhJQAsDinhUeyVGEfqRSwzQMQorbJADGhyc0BS2FqWks1eGIWpmfFqUc1EweSpUg0sIWZ1UwK7SwxubEBnkX7gTekZTgyHhzQAo9F3wUCUo8ijub2eVDy9+g1PrTb/bk9FeHLa4/eZDl3PLpjXVtmgc80OTNbGqCNo5grs1g3OIaq1XEWc34BPWWEBnoNzW2rQLd5W5JTHbBBr09E0mUGYvq75vEp8AHFmlOuYeZSHmTOMIM5ushiiNmdneUHAAU1928KZAFKEAgTl0WO5ViUpYIsNsADHq1H/MT9v1sOfvWrgYc+FLj97fHoH30K3vXWDwO7OzUXT+MCzFWSZ1ZWufDSS/Guf/0kPnPppYLlkbGIGcsw4piC3ooYu3nEahixkwbsxSSCqg42IoBDQggqOJNYiYLyD7MIlf6xfkkBCTq8cpBYA+UFVh6RIsQ1MbIrlh+qUnIE2oKeI17Vcja0WlfpkITpcpH0SKMaqTJJKydgEWtJJnyRfkddFshMm+tRSmotFsBiqaXFYqmMwFEiNaVqSg966HLMgMl6d0XTayea+amktA8k6VQBLw51oC5iasAu6sC1gW0mzmLeZEJmQmKpr0mJkUnAD1CpbQC8JJcHMbV64JOyZKyTUBzYtt4fmYlyEbVMWQalqAmqktSPcQRWAUROMocCX2ad3fr+MlXwM3PwHJ+dM6vZcaYNJj2uRIF2Gt2cWU6vOxuNOQHC9vxZc2N/Pw9Yh4Becy8Pev7eM8BYIi1zBkaJqoWZLzOrpqdjRE2atkQWe62uNCLMr4JtWt9hJW84ay3MLIFmAIBUrluewK7jtbwOCGVzpxUqgFMKsrQXayF0ItRoLW6ZsOWhmslzRvCxfSVR3rTN4i+tsQEF8MaEO9zt23HLH7wJ8Du/A1x0EfBN34RPfvQz+Mc3fxCk+b28qJHfeRGQo5k07QNc94wr49PHL8NF+3t45DmvFUBcAjRkLGPCbhyxE0acFFaIyNgPA5ZhxE4cMcSMxAk5W59J0n4wvqFWop5nAALoSQXkEQqIGlBn6U85QixRSV07WtBC+IJGnS+2oHf5aLUPPj7K4F4uRPUAUKp+mHM9yOAvmh+7QW5mN+/XWEuUJjKXHDNOCeGUUyQBfWcpfrzdhZgflgHJIquWJL63iZaHWibM55k50PPBVOTUPqugkQcgLBLikDEsUtHuhpgxxIRFECkthoyBqqY359Mrmh4I6xQRQ0DKAUMOWFEUsFyLw1vcS7JOVs5AE5qcpa3CqC0nR1BdbjtUrVoj6kj7PQAS2LK3r+kK0v80RC3hlsE5S2BFlCAERDFVFV767/bpHXL+DE1A7yAty+/vf3vypkc7bi4ycsM1KXf3mLunXS8lsJozYYscpyTaHmdJtzEgyixcK8QKbrSQtSCBFniMzESpZsXDiIqpNFdtUoG1Au26eSY20ybUVOq1PRj4SdtooSlEIWotSJ3n5g4ZGBw9kFvhCKr91pMmyxPp8Z0pVEybY6Ph3eHu344HPu7HBfB+5VeARzwC+PEfx4t+8Y8F8HYWEhRX/HjqLtlx0ZoLAEvCk37+DnjXxz6JR/zFa8tSQnnBCIuMY8MaJw8rXGHYw0lhhUVISAjIIIw54thCfEJJfbEGejEwhpiKwBydpmd8Y618YkwBRFH9fgO0dLHGCkg0eFb+YNHdackIIyHtBGBvC3qXi/L+qlZUOL7XOsRVqgMgEp4VPO4jvCzfSEGPR2UEWkDaotTCsWOg3d0CeFgukHcG5B0doD5vxqQyZ4rwOWZtqkL7Xch4dbaJJInpcZGwWCQMMWM5SA7OEDJ2hrEA3RAyBkrFTAFMNb2sA3nkiEVIWOcodv8UEUPG/noQaW5kjBQF+DLV+c+q5bG2TxN4UjYtuzIKykNjhSQ4YFitgNUa+fhxye/LDM6y4nIBvwJ48k1Ww/QwwJshYhet2eV1NXRQAMaMn456AJzTvA66tgOqoo314NWT1+ia+7mISsAFnCiYGPCtxcTM67FqbxSAcR/mL6NAwGKnXfyYqFpV/JwqnWG24yNoekAxqwIAcS4aJywAyp7FQLF5dgVmpPoM7h1TjLJoabRygAMwJE0F0uCcFGvaBERQLTEA5hPsiEPQIguoIAl9dxokRPvqJlmPuMNP3WIKeGefjec9/uU492V/LzxlZ4m8FJ4iAXE1+Vwit2u05oP/+FW4cO/SuqqCFqFfLBJOXuzjCsNxnBr3cErcw36W9IAxR6wXEcdH+T8pL5CZC0QTmENGpDyr6a1zRMoB6xgQR8ZYNOwIXYJU6uWmAItJAENXapf2Uwawc/S5uwU9RxQDQpAle/LevqxbB7Vg+UmZcrXvxyhMwfbbZBqTTL6UtKbmSsvsxJKL5wNYconWDKXCeXLA1651R+hzzHoTJ9BqeoCAifn0wGJeXCwSlkPCYkhYqHYn3wnLkDAEAbuBMoYgUltPqQBfwMgJqxQxBHF2DyFjnUx4YJCue7fOBF4QmCV6i8xhnQikOTqWlJpMutN4bjNTFrbCkr/XPC5LcIsxI1oMYB6E8emyTJQF9LiYZTYAlr3XTeOm/KB5pu2vsQkMey1sw++JBnZQO3vtzsyQB50DTLSjSTsB2efApBQMsEATWtQQ/xSb+VIAo+TRharpefPiUTQ7F9pfKEvgkvcZUnZ2a/dsZM8AFIHVQGkOEAEIuK9H4Q85gzgLjxjEj8zM0m4TOtwSYGRt7frcQFIixV2qBTvQ09zeO/zULfDAx991CniPOwd/9odvAE46pnm+UZcPC8JXltQI019/3aviLt95EzzuFW/ABy/6vADdkoumxwvGYjHipGGNU4Z9nBL3cHLYx4IS1hyxN+xjPw84Noimt8qxCMZjDliGNBGapTvrHFjlAWMOoDRo4ZtYrUb64czICxZ3RNZv1iCWUfJ7sfgKAb0nPOEJeNnLXoYPfOADOHbsGG55y1viiU98Iq5//euXY25729vir//6r5vz7ne/++GZz3xm+f9jH/sYHvCAB+CNb3wjTjnlFNzrXvfCE57wBAzDiT2erEa+o4N8vzi/AWcWISqTlgOJ/wIQzU4OlIFqCdTrNTjlcj4thpJ8jj5RdOlMmp3NvaQpeE2vXwUB9X9fmUXapeBtPj0Wn9kQMxaDhCQXsIsJyzDqYM1YhISBMgLlAnpBVUeTnROTgl7AQBmrnDFSkEnQRVvIKgtJcnQSAQOXZYZ4oXxZC86KE9+tpJxQ8qIyq0s1A7ZGoJfkeW+/+o5SAhYCeJxS1dZjLJqevd9DycBrzrzZM29/zgZqgqD64+d8egeZO40sKnJOK9tEHaDVy3dg6UCiB0iy/jRwc8dLPysARKcNhVDBbVbTcwBwlPeTK6BVX2Zsnt23uwBR9/xkx9k11R9JqGPKvgmQtAUAlIbOp6fFGuYA2j+jmuvRH2tpIAZ4T/iJWcB70e+9Tsyai5rulBc1ArzyE/GNXf0qV8A3XPMq2D22wJfGlebnofjbeWAsYsKxuMZJYYVTw3GcHFbY4wXWMWLNEfvDgIuHHWQQYq7uj0UgDEECYLzQDIhwbMAXSCw/JdhFTaOsjz5qWoT4/VmqsgzynRdAXkskJw1fIaD313/913jgAx+Im93sZhjHEb/2a7+G293udnjf+96Hk08+uRz38z//83jsYx9b/j/ppJPK75QSfuiHfginn3463vzmN+OTn/wkfvqnfxqLxQKPf/zjT6xBwwAMkuQYVqsmYVac8GJe4TA25hnAbP6kUWtZHPqZy3m0XApD2NmRBOrFoi7cqKHEVuzVmzTTQswMPGvexLyWV4DPM0ozl6BoUbxg7CxG7A4jdgZ1SlPGMo7Y1dDkIaTyHZEPNG8mBDF5hIBFHrDOEUPOWFEdZjVsGcg5yIBmADnIgFZJDjCQ020Qs4bZ85EDIiwmhUF50aQqQLqk+E85JfG9LFIBuuKXMdA7gr9oQl4bIQKNpql0k3DOj2M0a8LcYFKcuxZv0N42aWWHtcOb/fz93H3YAR0A0dZ0oWNaSFBW0eLsOI2oFS3PuQeIJqXDGro8oHeIabfZ7s7ptTtyJk5JRbKxJK4KG1tBn8+u5c2b5bkP8emVZ3f9UZL5xyQ+vE2A97vngnZ3pajFTlvUwldcSQvCFU47hs+u9vCGCz6M13/0w0gRImxaDV4tVsEDY3cx4uSi5QnwLViqseyHBU6J+zg5SjnAUS0mgRiZaSI0L0IqwrHRkCPGHDGoljhQrjwlBzAnGb5akFqGslqGRuiSQ/yVA3qvec1rmv+f97zn4WpXuxre+c534ja3uU3ZftJJJ+H000+fvca5556L973vfXjd616Hq1/96vjmb/5mnH322XjoQx+KRz/60Vguj56pj2EQQAKA9U7NNwJAKSHv7wM8qm1e/RPmpNdBarlIJQSbAsLOjiwCG6gCXj84l5KAXqojOMCzJYByD3ge+AJPQQ+oBnZwY95klrI+u5qDszOMWIYRy5CwEyU8eaCEBSWxyUMGba+1AV7bC1iHiP08YEG5gN9A1cFtoJdyQBqS+vXEJMSao2dJ61nNmwWoWTS+pLU5Aal2lHmQga+PSlZRQ25agit4LQAomnoAFgsQjZIqYsf25P1Jh1FfBcSRBxG/n3twqjtcB3vhJU+3zdwDQLVUeHPdHMOdA7NN2kj5HVTw02eO6i9dDFWQMOBLqQaoqB+V3aLHZbu7BxNN/KWull2lXk7xATzM1ULTaaqNdu2EjonWbYJCMZcOYipNGlCSggRPabF4AKAltwFNIZZgOLtm/656rdciXpEZGEfc4Z63wgN/6yc3A563HjmeYisnJAW8r7nySfjzx94LT37l3+Cl736fRGlqKUIpfuQqNC2yJKXHfZwajqumt48lJ6x5wF7cw15e4ORBVi3fp6FYgxLTrNAMAMm9NBOOQ1ogEGOPFsiSPFQEYs6EvMjynVHMnLQWbY9GdYkckf5T+fS++MUvAgBOO+20Zvuf/Mmf4AUveAFOP/103PGOd8SjHvWoou295S1vwY1udCNc/epXL8d///d/Px7wgAfgn/7pn3DTm950cp/9/X3su+Xlv/SlLwFQZqQRWLJQaS4MgUMQqcuHRI/VRMJJQ6L76LSSljDIhDbGEGWZIFk1oc3Fq747TP+3NIUIWPXyWU3PHq6AnhJDUxYYiBCTppozDfDk94iFgp6B3YIS4kw9rqSSWyZCZAHIfQwIpUQDMLJEezETUghYDgljCkhBIt0kgZebZ67LHMm+nAES5awU3c4ZCFESzpFlZWVkln5OuUrqgFRhGUeVAXQNd/W9TIoSe5pJkt54XNgQEONNa37/JtCz/LU57a+73mSfHeItFf4ec+bZ5jmoRi4DLsqyDcNvIhqj5E6WxY47Tc4ni7MFEjWaXmdeJmqHLZHkuxEBEZvLugUFFGYBRzvWVfpB1hVErB+9Vui327fmiJL56zU9yY8f8WmuYWtiNYJPZBkX1qczQkXZF1RLNBBMCXf46VvPA95jX4YX/d65IlDrWptlFRblKXWdTPl89tLL8PRXnofXv+9Dbn65lVVc/V2KjEVI2A3r+qEREYzdsMJuXmE3rLETRoyq5YqJMiNzUA2vFZyBFvQAcZV4i9EYAhYhYh0zxpyRtGiGFMM3PtE+G46em/6fB/Ryznjwgx+MW93qVvimb/qmsv3ud787zjzzTFzzmtfEu9/9bjz0oQ/FBRdcgJe97GUAgE996lMN4AEo/3/qU5+avdcTnvAEPOYxj5nuWAxF6qfFAkzVp0cxVbOJ5eAVJhVV9VYnfhgah31ZCJZI7jHEslRQLp/qv6sVzmulhGZlABuoTtObRm7qpHKgVxZvVImZI2NHTZmWh2OgZ6HJC1LAUxCMM5pegg3YIA5uiNQ2sKY8qORX3jUI6xwwxCjanpYu4yTL0EiOnvjyckZdl49FEywliRiQCvdSisjW1AOE0dUcKmUi63UBMM4MXq1FQ8m5JiwDLSAc5IfpiWYYHuz0AzQ9oDHJlf9nzp0FSH+fA8yoAl6HcAeXv1YTtmf8lPacFt4fg6aFDBNtjkKuid4a1DFZ+HgG9Lw5U4N5a9k/e16vfNp2B3o2BlrQq6DpQY97k+cGEyklMWkzBeELRpZ/uFq1faXm3HJsntH0YrUMsfk+AdzxPt+xAfBeihc941yxHA1DW9jCeIrLxzvrulfFaVc9Bedd8FG85G3vRd4BeMd8d06oHlhAepCCFbtReMHJYR8n0won0Yg1ZezxCnthhcvCPk6KK2SWQvJBozTHHLET1hhCLsKzCczJmTcjMtZUAVO6hySNQd0feQgYhyylDRMBA5ATIQxS8i0ofzwq/acBvQc+8IF473vfi/POO6/Zft/73rf8vtGNboRrXOMa+J7v+R586EMfwllnnXW57vXwhz8cD3nIQ8r/X/rSl3DGGWeIluc1PYsgg6jYtFCwswmZs0jTgUCog7Zx5JewZtH0eDCJWCsjKOD5YtJ9pYRW61HtzrYZ0AWoEwxNBGej6bFyBVJVMDKWGqXpAW9HP6LlVbBb0Njk6BmZlJYoICgzjpwRHWPeCbE4sMcQsBMTVjFhjAE5ZS2rZg5r6e/+uU3Ts8oMpKWKctRyYjGABgY4Sj6efth1A4VUgxFSkmIEppFuCocPdLBPzh0n9R5nruNBzO+fC5sHMDE5ejqK1gmU52k0tU6bnQC0mSFdG5tqJf7affTlIIzXSnSZhmdFHUwL4qjfRJMQ/WYdu6ahikG9guqVZv1TqtGYFZxZgkNK0x3oeEEpTAGvaIUGeDb/TdMrEYUZIMIZX3913OIO34LlMedWsQCVXsNvX0T9DjKBr3TVU3GH+9x2HvCe/ppa1GKIpbCF1ZfNZj1SfnLX2/1fOPMaX4O//eC/dJYkm2Om4UFr8ErBimUcsRPW2KU1dilhl7JoerQWbS+ssUMj1sFretxYiex3UNDzPj1AfPKNphcDVjlhkRPGHDAmKYeYY5jV9oQfbLDSzNB/CtD7hV/4BbzqVa/C3/zN3+Da1772gcfe/OY3BwB88IMfxFlnnYXTTz8db3vb25pjLrzwQgDY6Afc2dnBzs500UEOoebj+WRZVn/RMMhvC1ghZ6f3UjFJAisoVPAsJp26WkIpeBzqy2tMeqbZNR8HeM6fN1uCbCaQBVm3ZwCBMWhagge83bDGgsSsEchJatB8G+dUyVpEOnFAAIsJw/tdggzknTBitOhOq/JiKzfox/spmYActa+tTxKVVRE4VPDjSDoRpHRRCSQI2v9AC3z+W0Pt5f2leeDrq7TM1YWkIMfFqDkW2By4kDrQ6hOn3bZDfWt27/6QrtCyN0VupLkqJHb9fhUDt730tWl4WpC5lOozbc5ALuhalU6Lq4Es0+fzidp9Gs4sZQjYFgDUZzKNzpCzAzvZTa0m6Ov3ZQaTy/XDIOXvhgHEGd/2g9+MR/7xA7E8filw8cVHaOgR6IlPBB72sAJ4z330i/Gip71GrEcxFLOmac8cQ8NToPV6H//C12F50jDlG8F9uzU0ZU5qIIrOfwE96YtdGhUI1yIYO1UrkKyZuQgJOzRiEUYVmmUiJarBLEnHbg4SCLcDwn6Wai/rELEOkucbCo+QD4VWKMZRxkV5a19GYmY86EEPwjnnnIM3velNuO51r3voOf/4j/8IALjGNa4BALjFLW6B3/zN38SnP/1pXO1qVwMAvPa1r8UVrnAFfOM3fuOJNcg70amb5J30XiT6lDYzkiK9zjCbwjiAsiqC/V+OweaXaVa3meMn2xiVY3iODxTz4yby5swe8AAgICMjiOmCgQyT+DKCDuwS8QkuH9tegls8SPeaav97pl9KNQugSssz76XUXuyp+LnyPPD12tXc/32prDkNrb+2B7xNgSztA7jfG8BucsohHGFT1OpcP/SA5zUUr7FtIgM/pVKg27873d6D3CzgzZmfe3+l1UPtj/XCWbfPAmkm19JnpK4xN//+m+CRz38AFq/4C+DudxdT+n8UGeA96kV40VNeLT4832b/282P613nKviNX7ojfvV3X4GPfOEL2N9fgxcoPELzvFue4b5lGokgG92875Wq2M3pSBmZYxP0FrpYAPs/Ui6BcHaP/ljhEfqIPY+b44OH0JcV9B74wAfihS98IV7+8pfj1FNPLT64K17xijh27Bg+9KEP4YUvfCFuf/vb48pXvjLe/e534xd/8Rdxm9vcBje+8Y0BALe73e3wjd/4jbjnPe+J3/7t38anPvUpPPKRj8QDH/jAWW3uIDJzWInYKgtbmi9PA1n6KvJELmiACyCW95Cc4z7L6gtsC8z6xWazld2C7iNQEG1GNDQo0xCQoIBSWFfwjAuuzUnMNeQfGvZPWKVBktApF01tDSkHZObJ0CFM7IAvIZSUBfPrrfOAfR5qZRYO2M8DVjnKIpQ5YJ109eWkqx7owrNWNcb6A65PrLh320/6GbMk8o65VMSRwIOMUihgHGvtR6ug0ZTE2gAA5gvzlUZ6TQ/YGL2pO2e3MbO845Sa687WpjRihisuWTdnOAYoUbBc2svzbbPoSrsGEcABNGcpKP2TRbsw8IPctxcqJO8s135hkmLjCKJREIlwUMp0cRVgeDqEZzpisqVEYGZ2K03YNuuazpS5cXvn+2MtMViCWjK+5TuvXwHvJ38S+PEfB+5zn8MafjS60pWAm90Mz330i/HCx78MtFgC46hBc1lWcwnZmfO5zI+LPn8Z/vnDF+ILX7ysrMnH0fMYBfYkQULIFognvrMcAlY5Yo8X2OMFVhwkKpuBFQLWPGDFmq+XB6wV6DKT/PZ9HgD1nE9jAPJCeAZH5RcRI0eMHJCYMKYoi9UmxyMSHF8AjrLepdGXFfT+8A//EIAkoHt67nOfi3vf+95YLpd43eteh6c97Wm49NJLccYZZ+Aud7kLHvnIR5ZjY4x41atehQc84AG4xS1ugZNPPhn3ute9mry+I1NKNcnciue6fZJ7V8Gu5OFZ1CZQQIgASVbNXDXHEKTAcZBFKGkUXwglXQ051SRtUl822Qt2FEAygBittGqI5zQmk5hlvxxTgkASYeSglRTmR00i0eIyBWQKCCSg6KmYKkA6ARZlMI85YD8vpPICSx5fygHrLICXkq6nlaSxUnCadA0xwFaNtv/rb+kz2aZLOWkeFZQZNAWQrUSWlsuS/pH34MvNSQcf5JPz+7rjZvxhk2v0+7JLji4c3gGhdHA9/iBfX08zRZdnI1QptCbXOd9k1zfktWKNTCzCN4uJjO2ZckYpyB5l8U9ELtuYav1U8ZXxrKY3SzP+1gbozFTptTW/3f4v22f8eubLs+v4XNxxxIOedHcs3vA6Abyf+Ang+c/He9/6IXzuU1+ofTURQDf59Oy3/L/+whpv/v0/xHkve1strKDHk893HIW30Jhx3TOuggu/eAm++PlL8bhn/BXSDoF2lKe4eWW/mfQ7kKhx+puZVGAV4NvniMiMNYcChHu8LKC1n4eiGa5toVki5EDImSYFLQA058pHhOJViliniDFphZYcYIV7JXfXPYsC4FHpy27ePIjOOOOMSTWWOTrzzDPx6le/+t/fINUOKLuFLqWhJTLLglfK4GsYi25KKJI1AJAujEiRxRGVdXmQLMw6JAI7Bm+FVSmJ7ZrMBk8oGl+AljsyU2VvqjHAs03W1Vm3KfCtU8SKJJcuEiNwQOAaCZkDYaFOrQRCZDNjtE7pBKpaXgd4+3nAfhqwSrHR9MYcakSWgl2R3rqJKX1VgS80GrJodzTqGoa2ooW9Q9XqCuAps7aUkr7QwCzFON3m0wR8NCMw1Rg5zy9/Ygusop0PpT4jsyYjVtC142ZB0d3PyqtV/+B0rMqFetCQ8dr7JkVrE61QtEcV5PQZqtVcI6A782BZYigwiDWCExJwYiWFzO/XWK+86bEHj7lnt8Vt7Zwe5Jrt3XH6ezZfzwDPFdi+xhmn4fQzrwo89sXA13898Pzn4+//+gP4tR99sntPsUa56nuYvoOZwCCgLNFEmuKErONX8wR5GETgGxN4iIgMPObsO+Nd7/5X/Pbvn1ssSKblhSQrmlTAUC0v6UrnuuAzVLNa5UGF2AF7PGDBGXtujnvAGjlCVucSnx6ygF5CQKJQfHoGiACKhjhy1JJk8p1YBOOUSQRj1T6RnWDsLWMHLefV0X+KQJb/NGTlfgzkTNPTEGNjmM3aX2qOspJLNYdPwuEZKOHKrMcVbW/MAmoxgBbGxHVgBkIQK5OavjqlDgBpQh4HNeMY+FXu0xDpicVkmAirHLHghFWeYep6w0R10K4B9d/V45Pm4Nm3B7y1Bq+IRinmznWKWCfR8jjLqubIImFW4KMKfB4EDeTs/1GWXaHMgJo1bSkntrXdfCFky6Hsy2Udat60jj/cvDlvkzvgusYcvXmzB0O/CGqfr9e/uqz2pMLUI3x+6ewzOUAoJlJ7pgTMLctDCmKcc+lDzgQaRxkfloBu5k0FLYt5KKCYUYKYRCCjBizb/jwCcytuCafl9RGyB4HcQeZNV1f3Gmecht9+xS8DF1wga9l9+7cDw4CnP+SPgcGts2el144CekCTp0ckfQqgLFfGxptilL5WDRpjQl6PeMzDX4xPf/EyWXg2hrKEFyXhJVPhWvs+6bTOEPBLsmLKXl5gLy+wirECHi+wcladfQUsy9Mbc6zj0sybFuWNWoZsrWC3n4Q3rFyh+ioYhyMJxkelLeg5YjWJgVnWvXOaHlvyqU5UX40CQDWNmdlzXJdSZEZW+opUK+DFIGbOlBHWhLDQJOxIUm+XIEttjDRZu5QYJWqJsq22wM73hwb4Gk2P5RzooN4Pw4ZUhIC1hhxnIqwploCVae3NUGz5NpDXOaq5YsAqDQp2UcOQo0hwnaZHCQgjQKOBmgKbbpdPXV8sJPVrrKU0lJmoeRxlsd4O8Gjocih95RDgcNADqllvBvQmhZPLOZuZddHwXEK4j94spr9+n9GG6izFPw1Uv/SB5dCcL5Fz04bmlhZsklxVIvWPysr0Q/EVlcLRQOlnMX+GpvSYaBl67Un0ps4xdhVaDqD2uR3oNZp0t22T1uc0br/y+zXOOA1PfPkv46qXfha47W2B004DnvUsvOf8C3Dhxy+SVAIjK0NWeMSGACEzj3uLQQ417WahvMkEb80zZSKc9U3Xxvff4zvwzCe9Gv9ywaeQdwaEnQhWq0hOhBAkDzYE0/oAHoFAhEziX6URxUoEFYr384A9XuCyvIMYspg187KYNo+nZZnvAEpyegZhoIgxJAycNmp6o90jDQ4AA9aj8QgvGBPC6DTVcQt6/z7KSda9AyqjBBrp3nxATQ3BXDW9EgQTqBSk5fWowS5ucdNAUjU9ymKLHIMw94ERysAjFbhZ/HgMARwDPIagIEELScvxJeaAuPPp1eR0YgEQWxEhQMA265p4iQk5JFkzC7GA36Y8vRrIQs1AHjlglaIO6Ih91fJGP5g94JnJxUDOzJmjTN6QGDQ686YtrDnmukK9+lp4PcoKF1b/dLEUUFosKthZySzpMPk+JM+uirCdiuWZ1lHJQM3Gjb+HmQU9YB4Efv01Dbw8Mz/CKgvkC0nP3MsH2HCCAEGMLlA4g7OWzgm5BujkjGblcc1tA0lQRpOrZpqe+fusbfNPPH0eCzrpwa30Qw94HbhZ/9mzl3MyTr/OlfHEV/4KrnaZA7w3vhEf/ORxPPY+zwKWC9HW7Dre99Zc17XJFz0PoV1aSPuNs9NIVysRrFcSZnb6tU/D19/wWthdRFw6ZlAUK1IIksoTomrZAeJKsU8EMIrQTsFWyIDyH5m7l+UlLs072OMFQhaf/qV5icv0s58HHE9i3RFNTzS0zIQUkn4TRrXH+0IVBpYF8EYRjlejrL4wjlFKEyapa1u1Oyr+fRGCjzIwhLag5ylXk6ZoCC7s2ArqOrArVeM512AIb0JS007NBVNGG7VuYUqgMYKDaCthDOCRS45e0NXZxQ+jwOfb63lz4TionMFFwclDoQE9SoQxyVpWRB0Dty5hKnk3megA0AsFLG0gm6nCmzVH/fR2eg98rdnCB6u4baPz4/VmzTE1gSsAQMOiFEIua+q5lRYaoJoL9shH0AB92a2jUsN4ez+gmj0b0POmzfk2bVpZoRmbnjrtb6IluvuWAJvMANcALtYakQSUAC4rv1VAL7igFY6NVkPZ9ZulBWQ+PAVihiZFpj3AyUNUzdf6qwc43y8qOPy3b70efuIht8ctbn9TMWl2gPfwOz8FF1821jJsBfRCFYgANKXODNwd0PljWaMqCQClCM6DCjRirj71isdw8cX7OP/l78Bb/td7wLs7oJN2QUMGpdDMHy6BLHX1kpDUOBTqR3L4CAgsAKR+vb28QAhZ/XvL6q/XwJNRozcDZfHvAco3JC1hLpBlPw3F9WE+/7UuKlu1POEPEy3PBbaFoxSPUNqCnqfMgGp3jd8OEN+brcNmYBdIpFkHen65Eg4BFFI1R5BGF46jmDnHARwTaAglCKNEJgbV3IJX3TvgUxArSeke9ArwYQp6bCZOaOpA3ChBZ11SyKS1w9fTC2UgF8BzZs2UpcRQ7uz0XoLzg7od4DXKVcyaGrU55mJ2sog6r6lTjGUFAKuQUzW9MCl2PAta4QiTSpn1RtCbC8TwgBR4sn3yuwSnbGiPaXmAMvYwBcG5dvnH6DVEVCBtAmycydQChco+07SINMK5LhbLGMu+YtbzSwsBAoIsvqgDybsV/PP0Gp5fJuwgkHPPbc/8Td/+dfjR//v7cOsfvhnw7ncDf/qnwEMeMgW8i/el8LNWpSnX9QW2ff948kUu+mOT+FMpyfp9yAwsFrjyVa+AZ73zCXjmr/wJ3vCytyOvtRTcmEBjUAuSakhjlLq1STQ9FrekzC3lMUHr35YUhijL+qxz9eMFFtAzEJQ0JAliWaXYaHrSpUmiN7kKzO16epKisEqxFYwtsjuTmjbhYhH8hxG+kqI3/7MRpyQTEhDg0qrpFsJdqqwo6JUlaTg0y4qAg1b7UpNNdkWq1+J4phjFfzgk0DpU4BsJQasqBCsrFryGV4GPjIepdFZMncDGUG8DOxs8YwqIIcxqcIBEbwYKRVoDqj+vHGPmUPXrlYGsUZomva1GHdSjpCvwqHb6UYHP7PMZXZoCN6kKFrwSei1vvS6r1PNqVd5hATxbAUDLNk0q/gOHA5YPrugZV++POSpl1gCCbuZ6QDSKdftBwCfXDRUEC0gdoh1qe/rgFvIgYeckl9caSKwjVpc2i7bIIUjZN0uB0AV9Yf45TTalzrznzZsnTN4X78ySbd+4bRqo9jVXuwJOu9oVar+D8ZO/eid8x498G3DJJcCf/RnwUz8l17/RjYDXvU4A70eejIsvXWntUS0JFp1wYoLVHECXDq7CEkdqji3xAkMGcV1C66LPXYLn/caL8XevfIeM/RhKxHKxIA1BfXriNinanteY7HbmGyMgjIQcJLr7eFrgsiz+u4BcIjktanOVIvZHEXRt/czRitAHQuaMHKaLyGYmycfLoQLenJZX+ANV90cPfuNW07t8lBI4sRaJXlY/nYHUQpcHMsnUm7JMwk+5MBqOLC8MGlSpIeA8jsAqgBYL0FojOdcBYRHBYwAPQFhXG3wYZZg3wMdUI96Ul1GuWl+ZM8bLbUyUQBYZLCmFUjdPkoYBdoNyYFn1OAfJ6WurLLiaeRBpbsyhSH2JRYs0wCvSmwaweDu9+O7aQJagEzWMKtGtVdMzP55+Svj2qD481fRosdRi307DM9OTBzxf8X+O5gCuvArHmMmV2uqpl0RD3U7F3OVOdMyZPdD1+/vf1mSvORYzn9M+umcif50OHDfVBpUUHAWPpKuGWy7k2K48wkCNkmUGYq4pHhTAdj8K4gfsn4ckReew6jINyB2iwXkT571//c6426/+8NwFRat76lPl/7vfHXj604Gv+Rr8f+/5V/zajz5FAG+xUEGqlgUrZHVGrZTJXHh97MaQP1ZLn3HOIGacdYNr4gpX2MU/vP7dePVz3yTLGsUIrCMwrEHrRckFDmtZjSSsczGhWumuMDJKNRz1MoRRglpAlT+sskRwXpZ3EIixnxe4LO3gsrzE8bTAXloUAReofCEzIXHGSBkDh1lNb50kCX2dhGc0gnGiIhhTF7wSmg9PSwUeQFvQc8QMLUYMWezVQK/kcynQmZbgQc9/O18Mu4tTkArsvObCICR0PgFjhFUVoVGAVUwOKAEqFrlZGgsJTOGAYtosgSz6XaycxuuyHGumxKTL+wRirJNJuABRxBLqr1NpzSqoF62QW6nN/HpmqrCQ43WKJRE9aRWWw315VcsjC2AxLU8jNqVQgOYoWRK6RXAGNWm6ot/kCyIb2LkakfKuN40Ox2xNu/a82c7rK5voONh43eCYcKNt6V37pW7639L5k8v6IsmAA8FN4O2v68HR2p9zfQZmwPIFM0tULIUmU6ZYNhwz4lGjXk0LjFGLOQRQA3odsBGVwtFHid4s+YX94rmdj3L35B38wlPvhe+7x3fI/l/7NeB//a/2WsePA+9/P/DoRwM3uxlwu9vh85+7BM/9hefiTS97O9YZurJErHUwh9gm9gc0Y4xmrCq++LYAnz061RCBHMHM+NH7fRdOv9Zp+Ie/fh8QR7FIsZj2aRzF8qE8haMVbggl6IMjahEMywUmSDpDggazyPaUAlZpKPl0+3mBPdbcOrXomJZmbg4Pevb8nAhRhRlZP1P2lepMWqEpZZfKpFWjJu6Pkq7Qpi4dlbag54hiALTzCrMszuVYVkrwgFcSbl3EGaWsFSdYc/IU2IjUzyQ5ZKSJrsa8MWbQImgCqQ5Gzaux6u6kgCbEWgcQxbTJhsPOzNnMMa/pZQUr9bMFYljoTiDGCsAQMizJdAhUSws1l3TmihyQOBTAMz/eqBVYOOsktuoKzlbflhVyAzpDUxhcMnopO5ZqwnAS8zFnru/P1ngz7XwO8MyctIGhljqMRsF9O02vYVz+fGwwhULPLyvFu2PcCvPSue01546dkCuNx8QNAFqgyPRhGXDHyr259VHpcRJ9qcEmKUnCeY5q6UiSHK+5qT4NogChaW5OOCTiUtWofWANGPO5bptqpHqgs+f3PvrMOHbyEo9/+a/ght94deAxjwH+/u+BV74SuMc9gJNPbq/52McCP/Zj+ORHPo2X/eoL8crnvFH6o5jLqzCF2BbTBlCXUVIgLOv9ebJ9BDW317YSglh8YgSnjGc84iVYWiDWYtCxjzIHyPEUSgmUI0KSdQBL+bFmrk0/rPMxZyqVlPbyQioyZWfa1GC1pMsByTOoBSiIBYBZAC/nyieMkjs356DfVH15Pm+3b2dxhfCs4LeJtqDnKWr8rv0uAQ7Ofxcc2BG1HyWOQRNvGWBZtYGzZJhTDNXpnxz4qelCgggMmHyNSZW+yKtvkJdN+o8BotP2mhJk0GsxCsiwDTCWgBQqZgmqQRMBAHIJSQYwa5+X8xzYucHMCq5SUkglOBvIvGFQs//tamwmrpM619/Q1ARhtIvyzkrEbdwAeEfQ9HiTpufP836ZnmdvdLLWl9TwwR4IqQWctj3Ta5eVQtQi4AM7bO067isHm/Wgj3YsIKjH517IS6K1lfFr6xiySl1BVsNIUFBKqhVGMBg++IYtsMWZAEkdTmLe9J00b9MqNVUBlKWbnA/v2Cm7ePyrHiaA933fJ5rcmWcCz3se8NM/DQBYr2oM/Oc/+QU8+6eegfPOeXu7ZBiR4wtubJn/0ih22pv3P5TnBuoyTKjjSC9zvbOujof+xo/i7P/nBfjkhz+N9d6+CNQWEa5R4tTxFPHdc/2OVKq0eIGzCJ5lzpHyrVBq5645lqpLNt9t7bukwq29Q8EgNVUXPiL9b+AIoPCIlIXnMAtPgvEooBGQMeEP3B57BNqCniPJVZFJ2pQNMn+PD0nvwa7k4JSL1e/ykUkhSxPpJDbfQ/G7cFkPzMqgkxO+C//Rj2lzBdRQLJ1t4V/PO1lBxMqsq7nBfzJLpKb9nqRLKHnQM5MFa5FjbvZZu6k8l/+09UFrO8v6aGWb9ZMdb6arXCV7WzS2xGHPvzf23zYPj2I+01SSJtqyB7tOUzlwcde52Fm9dqnGcVh7OuLcXbU3xx5A5h/efD/9dmNdxmGdI1J4muHNlWQ1FE3VK4Ek7oY+mb20R2+ogTGHP8A84HHmKeB9+MPA3/4tcNObYu+yfTz57k/HX7/k79q5DwXeYi2gyh86F0ddO9C1xwBPrzU7FjrA8wDJBHzxC8fx0Q9diIu/dLzes7TFmYRtLug8IQvmaeZQ5Sk2v2yBac9nrLwvs1sKyFKTENSPH8rcL/MdrP/Xx8sqUPv/7TvP8B+7VmkrgJJn3PGNsu2ItAW9nrzJZMa3IFIctceY5AvIYNcyYpS4vUZ/vQ3RemaCnCUbmEBNV2CAMPV3FEG70/Ym30ADdjYnS44eS46eX2Yozwxg+93+X6/fP8cc+edu+mDu+DkzUU+eKfj+8abIHvB8kIc3Q2LmuKbxnQB0UJuMcldAYHIsRCP3/sE+sMa3w7YHB3x2zibg64NbiBT4untsCIKBLbHl//dCnAah1GVBAKsNOrcUEvwzEmFSqLureTq7vUuwN8B7wqsf3gLe616H1Q1uiN+737Nw3jlvxyVfuHQz4PXvO9T37VNVNvkdyzsMmJjjJsst6f/X+dor47Of+iI+/7lL8MRHvgxkGqgbg5uWyyIz8+KA8dU04uDdVrjCfif3PyBzvPdXMuuqMGiF4MmtncBc2mLC8WHtPQHAA7ag15IbxH6Al0HvaU7L8/v8t2kdnKZM1CQyi3DrmH5ZEcGBne1joKp19htOyzsC4DVSlSNWTmwan20zttKbN7mbAB78yiN5jc92OK2v1/bsOad5hq6gsPWhn+BeM+/poO1z3/1+u98m4DFp3o8f5s1AqEKTBB1tAAAHVs06b/6Yvh39toOEA3+OO7ZWBXH7/HHWruLTDsbRZ24hmh+FdrxxZlkah+1eufUfeuDzfjqjuQozbtvNb39T3PvRP4YrXe2K2D1pByfzqgG8i651PfzKzR6Gf3n/J1oA7ssLuucoGh4w5QubLAb9+58dg+15IRLOfvyP4+/f8RE847f+Ur0YNDtGiaRIONvc6OcHULZbDuSBc6/MNSqR2UapS3thTIVbEaC5lt/ktrCF5xs94E1GatMep901Bx8d+bag50nDpW1g9wtkTj5hfgAKM1DomWgXzuRmkqgrkFtNnagDE97sIKYDb940M4SyFTke7TBowZSbQVNuVX6ryQE6WM3EqeZOcqkK1aRRbfybzBW13VQ+kwE8B3xmv3easN4c4Ap2ZeaZeRPGpAhFQ58zbTpGssn11vQj0QSkioA6I+UfFnFYYzOcVO41HQM+u57z4U0A0FPgqXl0k3Uwb77OgebOgPrwavYj7VciS6tRk2UgNWUyfG1PznXtPrlXdzNn3jxwJQxrLzO+7x7fgTs/6Adw1o3PBP7qr4AXny87X/1q4F/+pQLe9zymAt7cmog+adwn0Bt/mOMHXTCTDHUqL4HnhBsFvKLlBSAz49G//jJ85pNfdOZP6u7rzMdmdepriBa+0gOHuDi8SdObOGGnK/AlhFJjV8yaoRV69bcosjU+gJzFCLrPprlZlja5QKoLBi1Da9rLJ4J5W9BriKhNU2g0NWoK5PYlp8qSKKleqwS0aBUXUfSM+YbW/q6BLKyAVAekSGaykgI19narTk8aWDEBPtkgVACEywAiN8Byljp9OQckADEwUg4SdaUDd4QGsvC0pJB3ajPqYE4uiMUAdaLFcQU2+e36oLSXi0hpIfQS/arRehbEou9OtPM4TS/pGZN+e5/LQcT978ytdmeX6AFkTtNSQCvvy8DPrkvUAqCRy9tj0KzJkrpjJz6+nqK7x8z12O+3YJdyrgoYzNWvx3UbiCQAJCUZr6yl9Qqo5wqcOUzy5w0ES3m0Q+hBT7sX7vjz3wO89a3AU18G/NIvAaefDiyXsiirAd73no2PXfDJxo8/C3b6fwmI6ue/N38WYcr3XWhAbS5qtrhMiHC9r78abvcDN8Yzn/l6fPgjn5alkkiqM0kUqJZp877FGCVlx4SJlAAeJNhL55HFClCn5c19/Nw0U+aYA3IQ8LPVU8qc74DM5roEtwT43EuvNRaB2P828MtU2tKAtQu4KW3eRm9eTgpRelUXey1VVohaxulzuzpzhlTWsKrxuQLfSHWVBa27yca0dWDaqupwYfmIFfhK0JeimUwgB3xkHwZMuiwAo1pEE6GFmkIQBJiIxMyasjKAXCOwmBhZ8/Q82AFV0qvRXAKgDJToUIvatGgsnz7RpCy49k1WR3f5eVWSlWg9TknzHt0KCsaEShK6i9h030UbOwz3Kt+X37E9r/H39ubAOTJgQ4eL/txOCytA2GzomqlMo4AOcWUkG6iJFG2jENpnYC4gWKJnY5DBbyY0GHhryoIzsRVQLzZbl1JAjD7SlV2aAlOHiB096Bn3FsD7uZ8Dnvtc2Xj/+wO///sFyD79sc/iEbd7HD52wSdbsJvR6ioIGriEtmZriQiWiE2pm+sEZABWVanwiLlHUF7CRDjjzKvghje8FnaO7WDvsv1izZHxy/oJhU+x1vLlGCUP2Apk2Byx0mXJ6qb28wttRCcLblKWSGtJP4oCdpqikB3gWdpBztZnao0KuQjqKVfg81phKUuoqQqca3S3jD1gLr2pRLlratM2evPyUvCaXmirKthE0MCIAnjqf7Cospqq4M/NMkGYy6QBaXkm0/ZSZeSUsiRvKwZbqSC4lIUe8FjnZFHuGAX8es2qSEj6XQZhJhAFENkqL6y2ijpgJU6nZUrebJGc5Jd1IjBb1J6ZL6Ah0doOZ+YsA7uT5MyvVNItbDK7RWKbaE1jMg7sEO29dYDnpGwA6B6v9h2sc2d+23leEOoPVI287Tw9j7nz6akm5304cKAhHd60u22nBzoouDLmALLRGoEKlgZ8jRZo2pmeEwCCWi2KSTPWpzYtj2W/lSST+WAFq7MD2ewWYc5ogl8A9GkK5ofjzHjQ7/5MBbznPx94znOA290OOOMMvOdv348X/ObLsNpb40Pv+hj29lYbwa4BOqAAo5kTyzl+bIUg/RQqCDa+USdYlTHsX0EknHrqLi6+ZA9v/JsP4E3nX4CcufoZg2rbI2naQdDfUc2+upKLnxfFGmKaHoprw5s25zQoCsYv6sorY45Yk4Cf1dYVbQ/FmkMqkGcVmiU9ISOGmqrQ+HTNjZJrIB1MOMuVT7TR3I5XsAHgVtO7XNSufN0yG89IfRJyqRpfhFEqZp6Jzd/dRxJ6UbUV92lt1TzlwmWfDBAGCrgVjCOUYBfvM/OD3LZ5PxszuxgCDTtWe/wmHcEHrLCaNavJAo2vcGO6gn0m7WwnK7yjPs/48yxa05mcvC+v8Y3ZA/Vg582Jtu8oTgMnrU92Ob9cE+Ri6QaZmnvMAaD8MsbJs+ZYHw5fruHSHzbreXYBaWdzbONbdABuu9Vk2ZiQTQoLzpcXVEor7y9IEEuTxlDBryI2WhBsljmSTn3Q7/4M7nS/762A9/znA/e4B/7hDe/FSx74Qrz9f727Nrg3Y/YmTD2m3NcB3sSsCVSe0FsL3H6/nUH1vStd5aqn4o+e/TN4+u++Fm/4m/fLG9cSbiAq0dlFBtBxTSZoOD927V8nTLQTsZmH3ofXBMi5Uwz4aj7uNF2hgpmON5bITQtqCcU6VJ+7PR+FD039eXPpCtz8f1Tagp4ncgO9A7zJEidukE+YHBkC6X6zvydGWWyUCGy5ZX0wi5EDP1IgaQalHaPftqkHPnTH+2uXQdaNmgpgIhFGNXsWZ3UfvYnq17PtbQBLO4C14+pABiaD2jVEf3P5NNKd5mGZVDyJsOveDc+8u6KlueP68ybkpcse8CZyyjzclGjMgMb0aAA48enpq5pEhxoVUGpB+0BJuDfDmoZimsmk0Qp+PqDIwM7n2RnY2W/zaRujhswHi978lu+7MW71I9+GxU7PljwznfbjVa99Gr7le27UAF76ybvhcT/+ZJx3ztvb3FtPBwFel7ZQu4qa89hpYtJn7bft63lE//9nP3sx/ucfn4+3v/PDzfnlKO9G6cHUt5Oo8pRyMy5WnSJE+uAwm4fAzNxrgQ5Aydmrlyc3RcltU8CDCUXcHFNu0XUa+/vD2l2/ffBb/T466m1Bryc/OSaSmkmy8m/R+LI7RiPmikRmGp2db85nwDHz3P3fMXRQeeGsIGTAR3CY5Xm2A0G/zX/7Ac6MBqS4G6T2v90mdwO3T0733w31A3rSRna/Z87ryWt7wIykTqXfm6orRXPvAG+Ty8hMk14omQNCYI4vz29TqhG3HYiyy+Fr7sXtV9cO0wJZTVr92Jw0rdNq7djZNInGP+nPa98BW4qOe5ai+dl8KDmuAXf6v78PD/rdnwHe9z7goos2d9YsXQL87M8C//N/VsC729M2At4k7+4gwPOC8BxfcNYhn5zfCCoAio8d7Xs+66yr4dRTdvEP7/5XvOzl75SNvlJOsHFAtds98G2KIAcaIRFAaxp3NCtIO6BpfHA6QazObgtyB8tYB8WaeNZnbShtaQ6c/p4zFx9EW9DzFNrJ29BRJP8TupfZt1sdwA9MYUZHv08DdH1zefP/3A8s+H00PdnvP5HtHQhu1EIPo8OkuoOiMC/ve+vBsAfAIolfvss31zjqBN4wXCe1Qg+hjcf3zwhMmfmkTSfeAXe8//fhQU+/N/CkJwG/+qsnfD4AmU8e8F721gpeTfP+nfO23O8I1znCve72k7fAla98Cv7hl14IYDJFLtc1j0SXd+6hRmzPXpYBmwQ8Y0Gqx7VgeSj1x1yOdhttQc9TsqAStNqWAhMPpn0RgKwmGonO9K4I0pp35nciy51hVgezRqsFV8evpEVUSVGiwERDKUuCBMvlkQ8HmSgc3DbbDxRNwcZf0QyDnhMYFFhvyeUT9DsGRgxZtqOaNT2VkmXE4qchloT2kMGsOVjEGnWmDSJJw/ARsPZ8FoBTn5Pct0jp5s+Q4COpQVhqLlrR3WGo7zHLc3LWNZxJNBkCGq3K/CW9T28yM/uyj3reXGUcoNVgZ02TNl7Kdneyv/dh5pzcXaOxGmw4r7n+zLETMRx1PPtPlvEtZa9yMTuDqfy2yEKrlnLH+31PC3gPe1ipf3lCdKUrYbzKVfGbd3saznvp31kj1eeXQJomzZAxWFIf1BzL+lvyEVO10BQNTyOYA2RsAfK+k5ZGyxA/XWJJL/I+T8i4qKtU1L590hNfhcUiVv8U1ST+2s+QSG6Gmi5z2+f+m7kG3Ln5gsI7hH9wNL5hfAWFf8DzFJ3/Q8iIxIiQpcYCZQQ4fhFqDq9Fb4bQ8pLqDq41VAPL/M9iA61Ksudxjr/1/M7+R19H9gDagp6jdkVlxyzs/ywDVwqxkgBGGXxqunCmhAlTMF+Jvw/R5FNcYGUbKgjAftfj0GyfObb+tHnVaoSEYs9oXQZucOrg3bTYLCDgZ4ObNfS8eQQDRvdMLbjNPYc6w6km7pYgoeCd+MqkzD/qHPmyqoB7T+q5r2ZifWcmoTp/WuNbO4QYcv0+SEE6R79DBzzOL3YY0Ek7DJTmGzS5hvlz7NzDQE/b1Bzbg52/tvev9ozYgI/cb2PaBnjP+JkKeI94BHD22XjdC8/DRRd+Ea0p9WDaP77C+X/xNnzwHz5ahRZmOBute4aaC1gqwACw2p6SqqMCGmcNwtGOKcn17afUuARQfAD+fzcRz7ruVfCrD70jfuNRL8WFn/oiVntjYdokDtumUEHDUyy9x/V7FTLsRTuw602xjRCJyfzj7n871BaHte9IDFtqjCYfe3Vc5n1QoRpACWiBXpdhvMYEXta2uAL7ZIsO+7ZWAflELCxb0OuoWajSRwTKTpQlyzsNoJGKJ5Pf/nfMGGjLHm2y0wNtXk8HaEAHfGiPLd8yl1SzQZ2Y7hCv7QUnmdngrU2tTJC5rbZgk8Aubsf6bU3b7Do94PXP5baVU12flcAgz9yKoNIKHQDqezR/rDEpogY4JmDnNUB/PT2PCQ3ATcyDc6bLTVqb3WoCSu3/s4C8CfA2aoj+ejPH9YERc/cq/xvAWbGFXH6HQPjen7oNfvzBt8d1/tu1JoD33Ee9CC/8rZe3z+fSEmZrdXbHstfW9Z0WEGmATIItThj4TGVTIXgeAH1/QgNPZeOXvnAcH//Xz+PSS/abPi8WAHZjnO3Dfdhj7XurL9rctEYu92kvm+gw06qBnCitUyGYZn5XfuCC3wD0/v7CJ8oGfW8zber534m6FLag58kNHtK8I9jg7zhL0fasOoYfVJ2panIPLrMApSxZuXALDC0A0OYX3mhHdXsNQkBhomxzoEhz07b2Gp797o8tpgzdnvS3Aadpf9ZGM12Y9la0TDjN1T9X84wmFHT95MPLgSmD8JdShiS+0y4a1oBv2hnzjL7/vw/0yBuO9233Gt6MdrcJ8DYCXXPshmt0+z3NgqNnsP5epm24bVXbmV48xICH/dHP4zt/5FuB974XeNxzgUc9ahbwJuCmUZ7Nenq6vaGZtIZ2d2c6LL9z1Yzcag5S7ahtSwOUvSDVaHfWdtl+netcBZ/+9Jfw2c9egsc95pyuZVTGZBuQxiXi0v/fvCO3KnzR8Ow30ESWVgtRaylq5l2ZowCoandGsRs4VYszy479ngdE/z9RLUbg+YSnXvu0be330ZFvC3qe0gisZblyHlPtex3cpL6kohFEMzBzNZfYYLQ18lIGbGVv83noJ+zIat4UgyxCOUTwIMmtPKh/L0ATqFE/kZAjGrt2tW8bAKAOkPpDmm7gHkT6pMgIMSPqZwgZMTCGmNSMUe36AJoJAKDk7xBLnU6jNeoAs+TTVCpKUPEryjPpR3/nCITyTciDrL/HSavaDFn8c2kAxgQsFrJqNFDXFRvHorUXzA8MWS8ig0bpyzC6ST+rSXBlkF7774G1+FE2gIy/3sy/lFpmMguG/v8NAS8Tq4Meu9G82d/DWyi6/Q3IFcsFC1C41evZLZDMOSIEwsOefT985x1vCtzlLsDLVZszwPuNP8efPulV4uM2s7W3ugBoo4k2hdkGXTw3wpYTsjX8yqMU7T7UCGvS88xXnJQPENXV3dWkLtewWTWAKIlwOQBIQZDS0mdYxlhcRDz+CXfFW9/yIfzeU1/T9b18xIrBoCaRnSXVKbtqRPYxvpK071MCDQvhKUOshTBCQB6CJMgrX5nOOar/E3Ruih9c5n7CThixG9ZYI2InjlimhEVIGGLCmAIQczGFJqbCR2LIEhfgHteTVYGSYaZ8IupzR57ywGg8UCoD5YE2D4cZ2oKeJ1cajHKq4d05S9mhHKsfyKT6GGRA2jUcE6gls5LWwuOyeCyAWhdyGATorISRfrK+UAvwEKBzjmcbBCadNSH42hzPg1VhFWlSw+GjmCxC0A8xgg7SSIxBg1jEkZ1nfXqSxycD1urxWQWXNcRZHQIjhywAlhk8MjhymXBonokkvN6eNXLTL4hS8om0KkaZ4MMAHkdZPV3LkXHMGlhEoKTvLpMEsyC7bzitfgb4NpmXmmMgHbzJBJdn9nnNbQZk5Bjf1zNaV99Od97ENzfb7hlQndHiJt8eHG1cO8BjDdqKMeCh/+P++M47/V/AXe8qBaD/5E+Am90M+Pqvx3N//c/xot95lQh/TkuZLabdr7fni1FbH1lwSrEyxHbl9LKOX9JHIUgSYZD57S0GAMrq7iSSJWEEYtSVyGVsyTyv3+TPR0BGwmMe8VJ86pNfqIFtvsvN00UofndrAyngUWLQKGDX8xZOCZwZYRkasEO06kOEHIMGx8HxGgd8M0IoRcYyJOyEhAXJBwEYKGEIqQS4DDEDKdQ4gBwawDPhGUCT7pSDmIuz+t1DkFKHFJQ3BHbC/0w7jV/46lmH0Bb0HLFNWEAGk/erQSXxQIVBlsTUObOPqxHJpVakMoPMTY1INHUhFfwKEFAdqHOAZ9qd1/gc6MFb5lSiFGsLqaYn2l4IuYKdj9gKAnSR5P9N0ZvlOwPZVeCQ/L2MFIJEeJmPrQNt1oVZNw5qG/w6WSlS7bfSj1Gl/FS0PZG8qXwIcPlSFfgAr+3NAMNR0giCaiabFD3m6b4GROrmydJJ/e/DtLxyP8dgN2l63TbqNb1Npk7mou2ZsMgp47vu8m24w899F46dsgswcNIVjuEa17pSBbxzzgFuf3u847Xvxjm//Nt4x2vfU+vcupqXU00PE3/3JHcOEBNrAc2ZjrJAEQIaM2hO8Ck6ZnaTnEOu4AdUHqBtpZBF20tyT4vqvt43nI7vuv2N8T/+4PX40Ps/oded9nl5oeV5ysNoXUwu/KQFvFyECwBuLigvMb4SqJlP/fxiNxdNy0NAsfIsgmh1C62oLwCYFfwyxpCLTCeCRm4ALzreMVlMNmSkQCocS5EJCqRtqFHerIJwKyDX30elLeh5spB3CuCUQeQGoppqCmckpy1kl/TJ7QBtJGBjDkAZnGR+BCeRNVoNucFImAcEMuDA1O5d7HooQWeyE+obq1qeDE5uBupAVdMbKCPMMJGsqyhLX2UM+juniKjVNgRUyUlxGtrdmzk3flzKhk7mUmyXSGyhFqqdUKRfShFMGUROiPFL8+g7lFfqO66jTZpVc4z6XOdAc9N1DoqsnAG4jWA4e94UvOYq/G/S9GaDV8q1FeyKZUPG+J0f8L2432/dHXjlK4F3fKSe/5rXAK9/PXDOOdi77ffg13/wCXjXX7+vCi0zCeJUam92FKeb/LZS59P5Wf0bLRogixm0mEDL+5cOt9x6qN+pgB9UCLYilSmJxSGRCrgE0jJq1z3rqrjxTc/EznLA3t6660PXZkDun2RfYTOshee14HoxKauAUa1IChbGU1w90CpE+9QnBxgKdJN5CNSgNnDV9ADhB6bpqTUohpqeAISWj4RcV2ZpBBQqWiGzCMliFYLMIzLgQ8P/0PAFPkqcTqEt6DmysVhWQYAywgTVIhzjtMnEoZ1UJv2aice0PQNUnVBkGl6M4CGWQdoMSvVpNX68RsVvB8MkmAVoQK9EgulvjigaXm/WXMSEgXIzYIeQNmh61WwxclTpTXemCA4ZkQJyEN+h7GdtN7egFuE03M7EmRTkzcQZSSb4oCsqDEMVMDKrpic5V8UUpV2CUKv9lxwur+n5CEzgBDW9Q0CzC2Qp3yek6R0dvOhENL25Y8106I4rYGdLY6WEH33A9+J+T7gb8LjHSYDK7m591lNOqYB3l6fgXX/7gRbs/JJe1kcl4grYVHtzNpBFtTVyQObNm1UD1EVX1QRafIB2ndIPVQM090YBKciYpKT3GqWg9smnHMOlF+/hDa/4R7zxNe9Bzly12Jn3wBIGCgQRxKq2CXWVuALSo47rnBrrFA1DEaY5qmnTrEfqLpmaCGt8QAGT4nYAhshYhhE7Yd2AXtX05LMwf79GegeNB6g5fhs0PX3fyXx5mUt+nzdxFktPsQx1fHA4OuptQc8REcQRHAN4PYJc0mrx3wHVxxdCNZ+Y89qSby1wZRzFz6SOZlBAWAZxNi8WEsASJYAlLySAJS8C8sIGqfr2DPAikJ0PbJKkOQd6gICcNpO12TkyYmQJXokJyyEVwFuoFDdQlegsTBlA0fisDp8VpA1ZpMJVjk3AS1Kw46hBLQMhjyaJVpDnIEBPEcgDEEb9fyBQAvJACIMEtCBF0KAJ58NQk9JzBu/vS58H9ZVkMa3SoJ0YNbQ86rslqlF9m4v6T6mJAKxMerY0WEclsvYwM2K/r/t/o/a2yf+28Vkqo+fZtjiw8aCXeQp4j3kM8Ou/3lz+0i8dx2N/7Cl413kXyPuyAJKgmjpQA0k8FQ1MrSKzqp5RFEHTt5nFndCaMjWdwgO6L9DcPbNpgzyaZqvHLxYVANUEepVrXAm/+7IH4fce83Kcd+57q5mWFNTSzDuIdl89zvL2VLujMQNr5SHjCF6vgfUIXq3B41qeb7EQwc94yiICgwbFDVXjM57CjqcUAbsJbhHesIwSxLIT1jgp7GOPF9gNa+yENY7FNRYxYeRQQU0jus1SNNH0uvDMXpDOTMhDEj4RGUjkeIMG+rhgljxA3B1HpC3oeYoRFKVLeH8fwEK22+SIoUiW4per5hNZ4gPO/JCqeXO9Bq9lgUca1JyzGKqWF4NEbao0VjWdFgy8NJZNI/JanpkqMKNsOBC0pYgQRNMbQsYiVg1vqSC3DGPx44k0JwjQRG9SllWVWaquB2faWwFY6m/ZLwM6RpYYgijBLDDHugWslIkngzpEgBPJ4E7ikKfICngBNKq2NwbwQqqw0DiKdL8e6+MHAo9oplxRhInQ1FDtyZnKYMf3ZirzHZrf9xAqxxiD7RdItUCIHtQ2AWG/34DOtnmmPjmlAznujp0BPlbf0p0feLtZwPuz33klPvxPHwfnjLQa8b63fQif//SXQDr2SwQlUNc+BFBSB6zPT5DkXUPBmzQ4KaOo7cxVE9RANNY5TNZHESUYBlA/lfkCcwJzBrAABbH+8DiqcBXx2Y9/Hn/+rDfhH8//5+oyMTN8xvQdZLUYkYxGjlS1oWLedJHgZj2yMU6hRIHToDxliGCN2vRaXnbg5jU/4ydZtTwzd4aQy9zfpTUWJPNpJ6yxE0YMIWEZRqwpFh9gAGPkMBGc5wJZAGDMktq0UG1vCC4GIGblCc6f554jKJ/Y+vQuL4UgKoYSj2uUsGYNkii5JGqDFrDjIuWxAZ5qejIwM6pZM8ikDzIwEQTwGvt7MenpYDXgK9INNmt6wGbzJgBkuQ7pd4w1cGURq43eAM8GbFTgm/XpccBAQOaMNbejbwVgABV/4RAychAfXw5aDsxHa0aoGRPOz2CmTi8MmJ9CozfXZt7MoCglyIp0rqYtAoAFBPjY7LtcowQ3MFgONK9NAQ1jLksYHcUnSJWpzYJbD2wzjHLjtY3MpOd9bwAOzGXzGlx3rxYYBRzu/MDbiQ+vA7w/+rUX4SW/+5o22jKECnihpibAmze9X89TD4KbANELJ+Z2yLkttO1BUAGOOr/eBASpRoOy9mFd+JZAKeK633Q6TvqaU/FP//AxnPOcN8kuoFb96Zf+maOgsQJm1fWxAWbWNOuR+fKGhfSfmTdtvchBtOgiSDfR4ag8JEpD2fMVFUiHkEXLoxELSlh682ZQE6fyDhu/gWROzVmKgNanl1miQTMnEYiL/59BGtTCJW2BS+qC+SGrYrDV9C4XkeXeAZUpOKc2Jc3HAYSx+dBmc3Rnq60pUrDl5AFw0ZqxhmfbKuxuQNY0hf7TDVYPetR+z6YsACWq3kDS7O6WnmBRmn7ALhzweS0vUBbzptP2rGBFWVldc/iGkGWB2UAIIUh1Co0Qm0RlUZU+Q6i/KVXg50jgRGrqIJGk9cPZgoRGzadKRZsr1T1qF9nDbAQ9YqfV9eSYr60pN1mGClNtzY6hXhvz1wWmZs5+PzDVEHV/s9agaW4lz5Bb4Czn5ar59NfXbSEQbvvjN8dP/NId8LU3PGMe8H7/3JJz1wCZAl7R7Fwgl3QItd9GR9X8VItrnpWopDHI/wzz59VjcjNZqCS/14AYAoogwUn7iqn4ke/2//wgrnCVU/Gwu/9hA9pm/iw96v2stqn8EM208CGf75u74BXT8nTl9BIJ3vMUL0gf+OGWrwSooJqwCCMWCnwAin9vCKn49UzbsqIUHvC8wOyXJpJIb/lOnJE0qEWAL5SAFgt6s0jvRvgNPBvvtIm2oOfJBg4EoEr0loIfO8kZMboIMKhvgktB6RLtadJYATuVcs3Z7AZn46vrE9IPGLRABYvZlAWgzCpCEVzBar6oocUGdmkCeAsdtGaisKoMyZksAgKs9FbWSZA5IQex70cb0BoxalGcFp3VD2hsfP42wrWNVlONPEZwjEBaicACKCDVyn8N8PmgiRMhz4iVwdOcmbQDrXJMEzBygKa3wfQpP2fAy2trnf8NwKyvkv29OtA79WtOxvVufCZ2T1ri559wd5zxdVcHPvxhAbpHP7oC3sP/FC/5g9cqqAXtE72WbiPLI3PmYJ+fN7t2pT3HEd4RqV+9KRHW51+ay4JMi/VmUMCFT6qQq8IA6pjhBLEmjJK39zv3fw6GU04q//fPUM3ZUyGlXLMXvvp83yyBKyZMFy2vi9qcAF7s51AFtiYqnKAgI3MxhowF5aLl7YYVkJcF9MzEOYSEmnWRkREawFuE5DS9OrYs6C1zxkiiMa5z0DQIF9DieEOfqmCa6lFpC3qeQgAtFuJ4Xi6AUXvSzGSrlUzkLBOGve/BBrmFcq/HRsOj5VKOXWi1hL4Cy0LMnHmgYsIsdvhh3ulcAM4GawN63FjZbJyJqU6Pi4xFlMirnThiGcU+vwxJ/g+jmjVNqpNR7csQ1fW1VKNDwMqCXTiU4BfbzwBSJqSsNvshgxMBA1ctblAeUwJYpGp9HoQnhUjICwJxEJ6WWXykOUuId87gPJTgEV5rIJF2EecoknZksEXfbtIweprz6fnzemZ3FLLrWHSwtXsODAE0psdNGmgHcnyIT88zYmZGIDU9csY3f9cN8Yg/+e845UonywF7e8Ad7iA5d0Cr4f3BazWKMKhgSKKdeFOm7XcmZfY+vbncvBMg9iBpWpX5mhsfZ7XU0AzgT0zCGhDD4yi+vEC47g2uiV985n1x9t2ejs9e+CXQSkzrTeBSUg2XctsGTxoIRxYM5Y/11VfWI7BeVy1vMYjJeClBLLwYwAsJYuHo+MmgPGXQ+RXFR547vsI6D6USipk319glCWLZpTUQgJN5H/thgcvCEsfiGmOOTbnCzAJ2O3Gcgh7qgrQAEHI7Z3ZiQMoBgwazlIAW9fvnSCXQzfx621UW/j2kk70UnYVKFDkAPEKcYlS1BzOb+ImWM7xpFLRoTTkl8lPug0C1Fp6q8E1gSgdoxcfdAZ4c78DOzmM9hgEC631lH7nEUV9E1iqpyzIiWooM0+T0ALHF+5qIlt6Qs+Tl2flDyFiniFgkuFw0ZCaV4vwzToBc3g9HBsbaZ9KnqEzUTGg0Fk2CLQghSeRtKYSsEn6xuHgAdDTRpmb+9+Wrjkx9xOQhwSOz+yeNzWV/ATs7d0bL8M921TOujIf9jwfghrf6BgT/HK95DfDf/ztw/Lh8Lr1UVim/yU2Am9wEz374C/HS3ztX/dUyHgrIecDrlr0pWp33qRbf6NE0uwlpcEp5vlAxpBFW7PF8lzgzKAHCaAtAivWCYtBI6IxLv3Qcn/7YZ3D84uPNvC+aI6DlCudM17nezwLhwG11EQPeUgRA832z5riS62v9n/UjPnHq5g8mOb21OMT0f7+6SqSMCMYCSXlBLnyi8A/lIaNqevJ/Lt/2QkpQi1qEJPqzrtpgqQ/yeFx4hK26wEF1bi/wH5G2oOeJ1OxiQSlm6mQGo+boyYDLatfXgW22fh2k1cntbO7Fp+EBz8wOxrhNdSf3u1PnbcAWc0Sn3XmggPwmHSOstk7KAnzRAZLZ5xfBbPUCeGbKsIHv/XoZUoIssNQ2SRSQIIA3uAE9UMYacp8xBx3cArr2DO2Ec6YY6weiMhnLxPX5ejFoNCfVvtb3Wf1aJGYhYGre1Pc1v760HefM2V2+GEN9MS7AYaNm5S858d91GsFBmt4G4Jtodjm3msvMc13tOlfBk17za7gGLgUe8ADR6PRcvPjFwK1vDdzqVrLt9rcHbn5z/MMb3ouX3fl38LZz36PaTKg+OzVhFuHQgI1oqtl5n16n8fk6lEcpLCyR1uTeuy5pJR0DgFpfqvcB2v1dv1m6QQGyzLjO9U/HhR/9ND79bxfh7J98OkpAiS9qYV3rzOu1DUo2VkxYIio1QOX+rIE45irh4jIBLZp83yJQKNjNVnOaEyb93CPAcmhRzJsJSxqxQMKCRiRQ4QkLEmBbdObNAdA4geoaMX9gIr8qS0ZQ/99IoUSLm8slhCx5tMbnHP+rvIGqAHME2oKeJyeBFmYJyMCPUSsymH8PEuiZZRsX86YxV5lAZP4KL/1qVREZnMYMjKmjYeoTCc3mzRzguXOBel6r6fmBzQ2Q9VqeAV5wv2M3oSOAVERp6QtbaDIRlQEdNF+HstMszQGtpqdG+mx+U3m+OsjZacjyqZGAoRYHd4WCeRRhhEjbW5gwS+cEUg41w1gnml2a/k9iASgM6wiA15vPNu7rt2FG+yzHtJpdiAHfffdb4/SvvSowB+h6ne+9x21wjXwxcNvbyjXOOqse87M/Czz1qcByic98/HO48F8+g2ff+tfxgXd+GJZcTiWIws0jb+Hw/rtmv/sNVC1Fh1Rp5hHFeSsBBqBex0gBrdH+jApQ1uOq0CShWRyAYXeBx73kwXjzX/4DnvlL/7OMrbKmnV84F5CUHK4+vTmzNcWqYVatD+XeBrZWY7OcY7mOjSYdlFdQ+fb8ZSJE+/nWWZcqT8hV01M+EGFxAAkhiSZnwW5rQHL0iAvgFSsR52KNzCR8cM3qx8sSJU4QgVg0vSx+PQC1qAVN+MRRaQt6jnwVdZ8ky2qCoEDgHFAK1ZrGl92SO1bVgWwwhvq7ZwZzJk0DrTmwm/n0Gt5cEEvjv9f/WfcXAKLuG9WcaYO71/Jqx0lUTKCENWIDnLm5tjdbaJ/pwGb9bQLAQc9dJ3Q1yYgU6E1q0u9mqi7vwd4R61IuZuYEqo9nTmrcpCF5CgBsodGjUh9sMrdvE9DNRW3atQAslxE3+Lbr4yHP/HmcfsZpwCc+cXBbPv2vwI/8CHDSScCb3gRc4xrN7r/6f9+IZ/zC/0AaUxnP1JjrgxPszJSvL8wBHvt54E2dxbwJ3Xc5zZtBlv0qZ/bAZ91kyqUHOTse3TnGAwCMY8Zv/twf4RMXfKI+N5QfFI2R3bul1oTep4SgBcWJKVQc1120qetzM2s6N4mfR1PzJqGdX4zpfBOT4kA29xlRTZSRqYBgUPAzd4YJz7Exa25egFrOpwKWQcse2nqeBnyY4Q/N8201vctJNlkB8Y4uIEErgJS20ohNsRBmlAK17GtvWuRY1KLSoZogKIiz2SekuwLT1QzhE9NF6m0qJTQfri/dBgDQAh+3j8jQORm5pidYlJWaN3fCWvJv1IQRi7Q25R6ZAxaUROMDah5OsP2SsjBkuXYKFpasQS6+AHVkcHIa7+R5rV+gx5nWHICYq4mzFKLWAIScAY41hcSk5ZzBWoSgCC59ZGOgo4Ge+TZnC1a7bT4wwzPAo4DbpmjO7pxrfd3pePzLfwXXuN7VgS99CfjO7wTOP//wZ/iGbwDe9CZ85HNrPPGOD8X+cQneuuSiS/HFz18ix2iAivdRm5ZXzJqDi84EKrD5VB0PdtEdB0zNmF7zy912Txmad6kLuWp+XmNybAJUWtNnU7ItoIJOZlzvhtfGd/zQTfD8J7wC//yufwXGUYJ2cganKPxgPbYACp2KmasJd4OZWeatrbag/WBmzbJkkwbHWb5jrKuNyP9UeIqkPtUyY2U5MmciLLyFoNYTLnlxtqzQDo0lMX2JDBCwdObNIWQsckY2ECRG4Owiv1Oj6fmKLMYrBopIIWFQja+YN32kd2Rw4qIkTKJQj0hb0POklckBiLOacxMVRE0EFrWFap1J0wOeXwGAzHfRScJtCP4BjN6kMQ94xbzZS3PWaC7/mOtC6+aKpkc1RWGTL88AbyPoKeQHyqirLOg+kty8IavPkENrr3epC6WaOmE2PLlPXbB6fLWgbqhh22bijEGiPLP6aoGS1FsEGfPHFrB2pqYQdD2zDVqVJ5alVZqw2dJJpkVQC6p9dGW51jzobYzoBHC3h/4w7vLg2+MKp50iG977XuBmdwA++lGJ+PvTPwVOO+3gZ7j5zfGRf/0iHvoDT8AXPncxABSLB/nIVAM709b8ShcODDl0q5L43FQzY5o2DlTmZcDRgCbXb98O32fmlchUwA+A1rbUU9z2WQD0fr/SDsbX3fgM3PQ7ro8/+71j2Lv4uET+AmrazcIvgKYogNzbCVQAmtSRnooZT5/LfI8WJ6DpTyWn2Pd5cIFxpv3NCdKd0NwAYUDR8kijN32O3oIywND/R/h8PVuoS3hEbACvTVmo7yxJUi/GIAFxo9Xz9MAXsrpB2nZuQe8/gvx6Xt6nV/ZXx3ypzpCgZk+GiJlBq52HmpcXHTM2ZrCpOsImBm+AVo7lRmKTiYJqrgAK+JXQfYZsKJFscJpeqpqek+JOCPQ0mipn+U5ZNMBMUpJo5ICgNvuyxpZOLr/cELr+qME+PNs/ZuO3RHXKBnyxBHNY4AIDRbvyAS1AZe6zgQZHAr265tos5TzdtyGycrb2JQBvFmO3/f5P/mnc5UE/ADztacAHPiAb/+IvgKtfHfi5nwPudjfgxjfGe/72/fj8hV/c+Aj/9gdvxIuf/mpc9qXjU5ADyvyo0YJBzZaxEThsmSwQ1TJvJvRZxZADNT3oygaYtsEDndfCDZw1ybwBP/coLSg6EHWBL9IG+T7p5B0c/9JxnPvSd+B157wTeTVW/qBpDIhWOSGXwBV7hwS0wtVMFG15oiY0W9tkGp6mKZSAO8vNM2Hdqjp1Oa3eEjQLfkXIRLEcQf3tg+MBSwh/AFDy9jyfyETFHWLH1MotbcqCUVKf3sBJhGMOWgjDVmjoClArIFe+aPxzRtDcQFvQ82QTVn+TKxvEsVaREPOgRHQStJyS1CqrTKBZLy8WwLTq5/3aeZu0vTZKqdPwnJYHqgO2D2Qp/JOt3aRFKbhWSfeanq2fRVKJwZzXCxpn7fIZGUlS0+V/9XHYgE5IoumpVjmGoIBnKzzICgyStlDLjWHy3N0noqy80CaqSyFpigGUAjhEyTtiK0vFpaKGAR8A9IuHtg95FPNmXXNtI6XOdqrMbzay0hc7ntludP8n30sA74EPBJ71LOBbvkWY+a1vDTz72cBVroJ3/8378Xs3fSg++oF/mzRpumZdqNpDf0xJMQjOH+fMmh7wLIBLLlB9eqqVe03P/Nt2D7aAk6P49PocLQ1G6cGvPIs3f6LuKxqg06avds0r4RkvfiCe/siX4i2v+ydZLcGsQcGNLQVBXo8oqry9PyjweaGqAz22fk86Rl0KkF+Ut3GZBK/ldQnpG6qwTIVJVFBsAE+AZgg1TWFBGQswQBlLjeRcOm3PQC+Q9L8HPC8w+4osSZ9zpIBMQTS9kCcmzpre5NrtnmVbkeVyki24CEAH9lAmAKkpzCo0lMrpLtS4bItRbO7qwyMn/dqKChOw8/46F2JclxayD9djVfMrVRQOMW8C0Mg0GZSIXKopWOHYUmmBRjVrqKSHPIneDJDKCwkBC6SSqN77XzJR0fSWMWDkiEVMiGEomp4tIwL3bDlq6aECcKbttZM5D4Qwmi8jixTvKrQI0A9FqyNAzYwJvkxckfg7XKqa/NygyWXG+TXXJtSf35ivZsCtT1voSRno/Z98L9zlv/9gBbznPAf4mZ8ph/3jG/8Jj7nbr+GyLx1X31ucmg6bdjmTZe2Ats12fx/M4gHPVrL3QVt6TgG8RtNDcStUXzQ10ZqKX7OW46ZbinXShA/RBCnUvpQvqv4/3df4AHX7Zz59MV7y3L/Fe975UQVqv4xYVF6Qq1ZsY2qs84QALVAf9P5TAYf0XIQgq4bo9UzDs+IKsNUUFkPxo5YYAa3yVHjKoPPD1+9tgE6F5+i/GYg2JzXBPKyxG9ZqBZK+WlBSINQSZVyhpFl4lmZAz6++omMrB0JCEE0vz5k4pcC/X4ezAe+jK3pb0GvIJiNQtTygMp4QYTkwpNUzii+CzIwSKxPwdneTft0q6bDiqarZ5A74iqlvTtsxwOsCWXw0lpudsHFmWp5IlmqznzNrOsCzPB2J2JILlTJkqgUmJkRnWPfaXiZSv2Es2p6ZOPvUBb+w7LyZc07bMy2PtG+5mHwoB8ec1L+nXVO+y1qH8+sIzdVlbg8ws5VyZjV5t9fowCs1O/V7BuAKYDitS699/yfdE3f2Gt5znoN0r3vjGQ94Dt7/9g9i79IVLvyXzzSa21zifaFei9vUBt3XJpyHyRivqQd6vgJd1fRQtTq9Zok8bNrluukQiZ4B6X+WsV7A3VIRpOWat9pqe97Xd91vOB3L5YAPvOvjePHz3yz7hiirG0CnlnJPYqm1S4AIxplLhDeg48uiOSk0a/tNH0BzhO3/VMuOUXSxAqblGW9RfoLQ8hSe/I92HhXeYu4FAzwgaN3NJY2i2YGxSzJzdq0sGbl19orMyyLo0hFAT/3/ORAWWrJwFQYs44i9NGARMlahc4MoYNv4ynGr6V1+clJpKdfl9zX+gwDjXGWQ9pPV3oSXdpV6U05jkuyOmZViCsB1xxngueNaLq/ish5TQ4qzNoeLNhfBTcmxSO3/ckwuGl6AhC9L2oJES9rikf097LustOzazZNn6n775y77qJ5HLmev73syNbTvT9MM/h0kqoIwtqOYQ4HLDXg/94S7zwLeb9/nD/HGF79FT6dihTiQNvlDJv1Wj+1TQ/pcOznWrsEVuLwp0wCPZsa4txb4bUchIikU0Hep1679M6pWV9IcmHHP+383jp20xMPu97wuWlQaO+EPfYCSXbun8r67MWgdkEPNF9zwbLO/S/+i9ivQzh39f1P6kz/eUomi60SzIpt7NDg+Yf46SVXKyBxLUIt9Cu9wzY7MUpWFHV9A5Q/ymOrT00dml7owxzcPoy3oHUTNoJ0ZhIEksg9AyePxDKC/hnfcA5v9FTPAV3JnCPMvuN92APCZQjIRqP0Ah/+dEWaAwlZZiMrorZ5eD3z9OQDaaLYN7eb+GTbRUQa8meMg78iS2ZlClcIvDx0VLPvre9H0CIDnNcevveG1cddfuiPwkIe0gPezM4Bn1JstM8+DnffV9W09arCAG+NyXvdMh5xbjvddpJaUw3x8k8V6FXTFwlH3idxHrSboznniI16KYQjTa81e39pLpY+5R3GWiMb6ezMxVxMqsxubRYjuNHHvN/XXmQDZgbet1PMFZAdwhPWGikXNCiwHVTU65Nz/3XQCSuFXCR0wqSaAZtuMDqi5OLfczPQGR/jdHM+H7D/8lkZl9QSXgD4XqWnbN+3rK7bYtXoN8T+EeuYqjZsccyRma8eeyHFzgg2Apu6q/d9Tf8xBt+ue6Vpfd0358fznAw95SAW8P3vL5rb2tAnwNlHYMOYPukfnz+uvd6QgFRwgHB50rLee9PvmTLcArvf1V8dTn/dzuPJVT8Xe8RUuuVjLsIUNbfDPdoQ2cuaNFoDJ9pw3p7D48w7hK5dHE9pErdJdi1YcRGItai07B/GCWSvQJrqcz7QFPU8bJsNk30HnzW2f2z9hzvJ1ZIfsrLbHhwPgbFMOH4TAPHBtBD+vKR5wfRvUTbPM3Kk7etOMN3/Wc2YvvvG+l5tO5JonAGzNtWfMmhvpalfDJz98YQN4B/rtNt575l4WHr+JvOmUam7Y4ffy82x++xzInAj4XR66bG+Fz3/2EuzvrQ8Gcv99GJ2Iswm4fOPF/zaw39C83l1webTB2D275wFeaPbzfhPQhZlj5iLEG2rGzIlriFvzpifTHLxPSLfbSgoEiEksQkeMLvFhnW+Jun05JjNtWoUVs0lb5Ca5beafaiKtnOMZdfC2ASz1w14LLD/teWxFAy6Lw0b1x5lN3mzwtQSZliDaUIZM/HkBK7XNB2QsIDl6ga12Zy4hyeI71IrqPg8HaJ5jMkGbZ0TtQ8L/z96bx91SFPfD3+4557kXkFVlU1ZREXELbrhEUKNgjBrxjSbGiBox/jBGiMEloomiGKPRiEajUXFDk7hg3MUVF9wwROMuEiXKolxZ7vY850zX+0d3VVfX9Mw557kXuJqnPp85M2emp6enp7v2qo6OQWphWTdN/S4OLqHMisFxVvHmlD4O4nAQyxnVkryz7YNUdrV2QVa/Cr3TCE2rKV2VicohBV6fLJ1XOK7OQp/Tirbf6Wv8HKf61x4ne57OicrxeHqsC5JOBiNtiyI49f2zerNUU+Y2STxqk8qEaNuDc5JpJYZCxNcjAAiEAw+6GS6/7Gpc/vOr8cJn/Ss496bjd6boQCE2v8bHpNDOxePgM4OQ1nOEI/mGOTH9kEduSmCfcIl49bN0mPpW4n5tv3M/cr8nvCC4w+CKfJ2KY6R56FNI0cgFLLkWSwhoAHjn4IlyWrKEI8Z+KmnIGhcXldb2vELCcx4+GUA5m9PENVLGpi8T700f0rgDJJxJ48E54UaV9M4880zc7W53w6677oq9994bj3jEI/D973+/KLN161acfPLJuOlNb4qb3OQmOOGEE3DFFVcUZX7605/id3/3d7Hzzjtj7733xl/91V9hyi6+NwbM68SwBjsurNbG95sM2+rosw3QsdVtJxiPG7z0rD/GE5/6gOul/u0GN2Lf/6bBjUr0Pve5z+Hkk0/Gl7/8ZZx33nmYTCZ40IMehE2bNkmZU045BR/84Afx7//+7/jc5z6Hn//853jkIx8p19u2xe/+7u9iZWUFX/rSl/DWt74VZ599Np7//Ocv3iCOyWMpQJ+3g65IX1RHkJJVQ9/PzI665oKS0rU9nbV8aq+vSXl7TEjSS77W/Z+aQ75Y0FFDm2LwGAJ5tHBolZjDx/GaR0jlA/lUt5cMDAEubsT3RIN/7B5XBNGjpz/Kd+TzyVOPPwO7p9cQhXYM0Kera9eZY62u7HjfWUeVkgufCdwuXsVD23/mWEooXze2IF5SaPAePZapc57sXODn6HHNx2b1dz3O8zkz/vnbBX0e5T4dW+Ln0jP0eVeEJ/TMlfR+05UWL/7r9+Kdb/pc8e6dduv3D+a9ATUulBSqv+Fcal8v0qFjCdlAseai6et4DoJT8rVy7pTzyJW4JamSKM3NQC7hASfOqXb2tPAScB4XiC1xQNzyu/CC0rFup3BIxiX6P7clq7lye2t4cxbcqOrNj33sY8X/s88+G3vvvTcuvPBC/PZv/zauueYavOlNb8I555yD+9///gCAt7zlLbjd7W6HL3/5y7jnPe+JT3ziE/jOd76DT37yk9hnn31w5zvfGS960YvwrGc9C3/zN3+DpaWl+RuUVkQH0J3QgWLyVwCSO6+yMnXM0JKQV/AJCXm4kBZBJIrzI1BlMEZVG++phuT1XAtOVIISl6S+vlOhCSVhzDrSOPg8JtRghIAJNWgoxJgZkMq2EpROCOBZxQO0RSSebRrgPJh5EkyoSdfzgCfkAU1I7eK9GuCW+Of/nF6M34vg2pCRJ2e+aBMhYOTOi3Kmc5JDVTp2AJxDVmNWHA167XG1MAmPjkpUvAk5YJ29NzUh68Z5WcLmeIFSIBI+79PqTwMSbLHKRCjOU/Qpj3XL+fSMNqqNXYhxlkiqRbtaeRz7Ua2e8hYn9STlcZXGdPFu6YmcTWgmKIaHx4klmLe61d64928fjre/8bP4zjcvFUapRqS5ThlTelMLvJZLC9W/t/OuGqcnwe2S1i2r4R25jDN4zDKhL9T0UPu4CUM9MI8ynomq3Dgf455XOY9zGQhEaIkwoQYr7NedmFsmdnABLfkcsgAX8zWlrrSMtNyfmOxAmTkWXJEIcYEXAuT/Iqa9HcqR5ZprrgEA7JWS4l544YWYTCZ44AMfKGUOP/xwHHjggbjggmi4v+CCC3CHO9wB++yzj5R58IMfjGuvvRbf/va3F2sAD96WkWfoIs22jf9V0CgRyQKPlM6jZY49c8RcpwtxXTnXpi0k7jf0bHLNCUcsHzo44ZRzGSdlpLzc56ReCg5T8pimgTcNiWAxkYLDhEaYUIMJjdCSwwo1aOHT+RFWqMEKNbmMXGswCSOpK5DDNDSyteTRhkgoQ0iDWbh99c61yavfX67pfgwoJBFKDEtoizyG/P0Q2lzWSmh20+U00mFbMAcQp2B52SSwuCnLcDopz0jP1BtikmFS2WOqigXOzdh5t6DO8fnulsd2q8Z4KNpQ1s1zpc3IXzEZ8RsgjXtK3zadF+kuzgkX9LeL809vPE/08eCm6+K60ztymcNvtz/udq/DsH7dKNfLY6bAA+qaME6hwA/EhEj6sy2/ISDfPKZs644FtgdKijE1npDGCJlvjLaN7UiMHkKI790m6TeYuaPml8YJLkQ8IsxjcKAQ5+UkNDKfWwImiGvltYjM8orgiaa6MVGbJLzBUmG9bMQRAS7jouDRBocQfCTGgitc993mhB3GkSWEgGc84xm4973vjSOPPBIAcPnll2NpaQl77LFHUXafffbB5ZdfLmU0wePrfK0Gy8vLWF5elv/XXnttPOAJmo7RlmoihFaQgySNVcQOQFZJaG5OL6XCk3pUSilx4ucPKUTLbPKBkzDgOKhWGb8j75wGMQejo0s0QEhEzmFCHp6a6HRChDG1mFADuLbg0mLgadmfrZL2isGeJkMghyk1Wb2pBrVIekKQnZmMqj8CyokcAJecBKQvBXFRRgiaGDAR1ATPSGc67Zg4I4iaSr24ETqcTsBsYWBpIdcgMUj6A1akSPlvZrgaf1nCbCFp0VLKtd68oE5lAOH8j45ywHXM4ZXbbRbM5UTKCBz7GHL3kIPEr1J02nItgcArkrvsqEEEJEEw/0/SRzpvg861Zj6ruihLdrKEVNzvtPMStmxaxkfeeyE+/oH/RJi0pXQXuC51ThN1GWuUmWFNiMTxSTnYCLHzqUoHO4n4mqTOc6zaU/lipxMZv64NwIiE8LoQgNaLBinOFSZ8TiRVJ8cQZ29SDDSFlE5RXtsJsZrAYYUoEr9E8Jgg8lxvUkaBQA7BxXNAXKVtkt61yL2ZpLxM/DwmmjEuTCAo8GAHn80JO4ykd/LJJ+O///u/8e53v/t6f9aZZ56J3XffXbYDDjgAQI/6osPN8mKOoSR+2v4hyDV0J00I2eZAJBKKVWGynaqU9CCEEcRIhe9RunnNAaXz1h7G3NI0ZG6Mde+BXC+X1lJlM8SuVSpN0d2nrUPsCtVFfh9GmKU6hoq+keMkSTjheFFKeUYVJUsLac9MXh0jEa6CA1fXhjadi7KzcQLs5HknNhv2xrTPUM+eyz5oJEO2C4oKnsemSCxqs2Od7YCsClZLMck5ynUXc6BPBSjIms/lNkfpJJi5oPeZ0DjzDJESi/OZ4InER4R999sdb33f03GPe98GjiiuliDvTZkwWImv771Yg0C5D/Kq5vr7JYKXUrXJskBefX9OFWfGRc5843Jb0vfgb6TfPds4Ne7I/0uTCjPZxlYWmBGNWiCe2y05mV5R3Zk0NYlQMYFk/FHiCJdVmSjNH6Uqs6vezIyxaWeBL+fH/zsE0Xva056GD33oQ/jMZz6DW97ylnJ+3333xcrKCq6++uqi/BVXXIF9991XylhvTv7PZSw85znPwTXXXCPbpZdeGi/YiaqcAoSIaR0+kCc9I1GLBIJBumpwFgbZgAphSg2ufOiqU8fA+fJ/abyWAYfM1bEtTg9WzfXpTRuppbzcn1UamqjGLXWjNVAPvFM+JkUEId9DnBqkz+vfQTsYFETLWWSUidLMTTJy+PoGdM4VxE/XBXTbJRk5qsM6g7y/InxqbNqtSgQT4ctlePzmujThs4SoQyyM84dm/PRc4m8ohKs2J2bODxKCl58PXPGza/D+d30Z3/nPn5i5DvVciwMG3q2wEyuHIctEMVETApa+r2Z+dMhJZyz6XIbthrZtRZ/zew/MH5THBTOszydoZU7nOZ4JX3Y80YRPiJcqX+KTTBSHCB7b9GI7XZRWLW5bAG5UokdEeNrTnob3v//9+PSnP41DDjmkuH7UUUdhPB7jU5/6lJz7/ve/j5/+9Kc4+uijAQBHH300vvWtb+HKK6+UMueddx522203HHHEEdXnrlu3DrvttluxpQaVg4nPqfMZcYaCEIqnlnKIKAglVepEKbVkTg2drey4rrSnz3e81cyALwie4ra0k4lcE9WlGcyFB1ZJ2LRR25bV57S010m4aSZkzQhfMA1yroIIBFFnJka+A9Aldgo6EtnAVovLhEVosdIqAuwjsh1psjZteyXAUI7Nwpknj2khbrpvLNMXP14mfqp/Sfd79RtoxIwO4ZPvx3Y4ynun5grvM3NjuqFC8A69zb64zeH7ASHg3W86Hxuv3aIIbYVR4vcEinexUmaez0oiBHKMJX+/gqD5/N0rm+N4Ta0BqDhHdTRJ0jcKpwCdfW0uWZwQy0WVNxMjgKU7iGOLECzNLKt5bjVDFj/wvUIo0UPwUnv6mPlO22fAjWrTO/nkk3HOOefgAx/4AHbddVexwe2+++7YaaedsPvuu+NJT3oSTj31VOy1117Ybbfd8Od//uc4+uijcc973hMA8KAHPQhHHHEEHve4x+FlL3sZLr/8cjzvec/DySefjHXr1i3WIEuU0v8i/50UJTUxjI0lULFopb7uQgrAptKTM05oZwYe+v/rvYMQQNK/LpfLg94VdelBqqFNQaMt+eSBhTj4XZldgT2xmJOTLihCE7w6Fw3SsQuy5yaZ9unJaidsvV80ElIIykAhlQMZkdhAbAPaxsL/NZHoDeAGwIkNeirOhE8vIsv4zdp+hjID6Wdwf7B0MJQZhJ/hkz2HvTKFAMT/+t0RKHqCcoJkkXz8MCvN4157ZLJHJwCHFGTNbQoUGQomZqbuWvyeZRJPfMqxGI8bPPfkt5djQk9bS/A0LjDtL6+Xc1++Ty0d3tB/KManBmmMEKt5bdsUA4EenFLVJNn5RIgEjwjs3c0SHYNeBBaASGpAwgeUPL6JRCuR/No7dbA2KB5npljDb1TIwute9zoAwDHHHFOcf8tb3oITTzwRAPDKV74S3nuccMIJWF5exoMf/GD80z/9k5RtmgYf+tCH8NSnPhVHH300dtllFzz+8Y/HC1/4wsUbpBGX8taTxMRF0ZT1gLMo+KzP703YC+RUTY6XVInlbVZ0Oa79d3kw6T2pa6SvU/7vXEq+m+qSRR8NyEoLKgtLkSmdy3FIgwsAxbTUjQuShQUESTXELszO5bx6RfZ0pPYz4gM6qZJI+sD2iyu+H7HkpSFx0jnJNNu/XELWJSGT6l33fCH5MLHQzhdAXapM7SvOW2mK6wUEqc5ctaHSbu2gk6VExPGZ2l17187KDFoalXNKIuH/opqz47881llUioVkob61aRs5F522nCKWNcJB2emFn/fS578PjfovfeWRCR/XRalfLEHU7+LVoDTZcmhCsa/196qtmtDDkLmADsMsKui0bl9HJSpaA+R9BacUc2dwo4QfOFcmFQnnbXJoXkmlSWM1zvtQ4BV7j05VxkSOV3Sw+IjxhOA9Nf8LPDcn3KhEb2bQLID169fjta99LV772tf2ljnooIPwkY98ZHs2rNj3tlMN7AIp9UgZQJL0lJqGTD1lO1CX9LQIpyQ9HZPnTLH4PLVXkl4NWNIDoloj+wT6ah49Lelp1WatXNbTO3mF/I4LjF65h/dG0us8nFXPXSeWWZIeX+tIekOSV3lz/3mWCAuP34Q4UyzfoIRn69fjN0l6FCJjBudLKUo/D4x4Q0n4lKQn/WO1GRq0lKnbodumISAhtLTWI7+KIsxWxWmPi66gmDz65GcehzOe/e/41S825rJDkp6cV2Wr7dUSVijOdyQ9ZTsuG9n9XtWxJ2nJ4jhlSU+kPd12My2rkp7cUzmW/bCkVwNWUeZ1Nj1Gi8QRDAAVHHBfofnr2yEcWdagB+bBp7Uyq71vDtgeqyVIkmlRaW1nGCBc2wvmYdgWgrB9EMSqYF7C/WsC5ICtWye47potmKyYdIQ3wNgQWI10PgNmMj9zV7R9qrkhYHClhVXAGtGrgVEbaA6s9LTKKqPCeK3Vm1r94cpM9J2lTpSKpyq2K/VDt83l3+J+owrQ14pVFIrjjIT18iAMWi3KSWIbpbLgMhbsQrLd99CiaeV9qvfwXqnNOjYV5UGpPSG1NyJQOHVYB48qoashtlo56wChJY8awauoN4eWpunUC9TVmzUnHClunHEY+tSbfdCn3rRqf6kLxdiHkZZIqUT5uG+7xUE3xXjc4OeXbsDfnPZv2LhxGZ2lgbQ6MNWJ2rtpMwfP3c51NZZSfCexs48G/Z3t95ci5TfnY63ejI9VOKnAR+aRNfVmDSyuGVBvWoKh53qx4PSCzLGssCCmlIqqU5t1FIjadk5YI3oaWF9fm5zWs69YoDOpYCqef3K9R70hq6bLwFSIe2iwpnuIjwFU7XmdAV3uPUi22NRMzNgGxxCJW2kDLI/VYpNqMuhN3yM2Peumage37genmAJD0OM5hajEvqS/VcmECGjPxhpUvB4LNaEOVQHqBM6CtefZemv2POJIqTlB5XPsLeIq9k8gexXCjGVNQFP/FivV54o7DJ22PVFxXI7z2kLLs5YWGi81+Pt//GM8/inHVueMJp75HVXdlqHV7dbvZN+zVg4Qhqq01Ya8r2wdL9khcN2xHPvRdXCHtYvruQTT97FcVJ/WFpbmFRYaZavXywJpZjiu0BJk5RbvzDmU+AYo8UNqMqw9r2PbX4Do7TAZWXYIsINeIUjXtim7RXTYQIhGZUKLwtGFA4t95qqLANPEReelVZC4SPMh+eP6vC+WBrHlegYDuXI8EOJgIsQLvOxHXA4oLzE0dq04sVSXByn6LS4VEmNskrdnsgkGcnm5EF5WKDARhHCUNYN67Z3yMTMLFJdrSv3bWRqKlxTynC0kBQZTkCVfcvYVRki+tPkBJffdB8GDPAovTOn3mqenPq/DXVAjdHJDv/2ig4i7Diy9xM3WYZckSvXlexRDoZ1XtDZDn0/H/H0KBxZFHPuWFoq2Scr7yjtPJi1e/Dfvx//8+BcidTnwINN92102qDgv75j2uvs9YpwYx881yfuUnaRiRXFsSRMp4gnOr1lJAi42R/b0lbFIuTxR7O+mKZlz3dee8UrGLwUOMbihgzMcpe8S2x2XBJtiybVp2SAgUF5mzCOII0uxSKyH4BRmnkVbZNbfi8sQkeAYvaxQdnpL/Zg2p4UFt5BJb03SG4QqR6eQAdBBDPy/6sJuuddO3Xnfx9X2ivIDeu+OqlT2VmVZR+wNusSOObV43Xp0zh6CvXp6/W6qzGr8W8wDS0ndqjg11FZX6IGaunGWva8TEzfE0etE2EP19hE8hqHAeVuHL8f4wjCkLpzrfru37+aKZ9zqsH3wR4+7N+Ac/vtb/6tWPFerpxftqag7bf16X/NIrZabD53OMz6KY9YCFM9WKtWe/l1kjbl4/+wiXfVmXeuzKGQtUKnmnAsWHKprRG8WdFyNQ3dQAoVNqDhvY2mAXq+zMhh7CBHO1XKBTixLrwavfzi0ZqjoAPTOtTlGIc1DxVSZbbZl1xBH3wKxGmasHl5THc4iGL3qxL7nx5uGiUZlnBag1a9266tjtWAJdKjMhcH77b5iH1PPOPKOB+De970NlpZGnee6Wh3BzK9Z7bLJJex9WkqbA+YZHzPLUpYEq57Kq4E5qrFvqJcl6/MEnwdqMb1zw4Kvv6be1FA4F1AxmDvcmbXHaAghqiAGnpEzQPA51jnosvm/DjOg9J+4jAM4PsHpKlyF4EHXl1P/WJDgdLi0NEgamK4MWcjB6a5cMgQuB6AWa+zpoPX06iZg3ra3SrRrSDWYvq0BS1l9QcV9BK62krqugx2aConCyxgZCnrPgej5GTrptbmh3j6go/YjdqGfGZwespSSxjVp1X5AlHb0u4ekBoMKLJsljSJ+m6KIcbeXWDz9rR3XzScirN9pjK1bJvjAe7+GD3/gQkynQZ5RwFxhCuo+/R59jkqGye28Z599v+d/OlmXFrWWQi9FVXWWIekiUdwoHKKzl/Cx05+NnPS1XU+PwTK1OjidcQSnE+OigTwal3W+kuWlyN5UJ3idpYXUO8m7dHutF9YkPQs1AibX2NmhjM3pXDfXelUUCjoLyVriV23r4tf7JCabexPI8Xbxej7WeTf53nzNTAj4zv2DbVXHeoLWYo2KNFQ1KVokmzlZwT7C0KcWtXvx7lNqQ6tC1Of61GE1j+Di+oz3AKQ/LOHs9US1Up+FPhsjX+vzbC1slrmMXehVQ5dodcvst98eePu/noy73eNQABCCJ2W1lAdAMiVz/QWDq5/VQ+TSVkhV4pRicIL9XtYbtI+w6fIzNAyd9tYIIDAbRywAnHszPs7PF79XML8592ZveUU8dSyvBl4QezXZWIA1otcFa7wvbB7snFIa9IvceMaOEqvkwd6PrcTIDKDwSgKqSK6w7fVVW7nep4GwjixAGbbARmYAUkZ7bDFYex6X67MXuto7pHfrdWRJN4ozkKqoY6vxfrDfC+iz3VmEb1dPV6qmuB9QIdrrtedbr82OzXGOd2Hbco/EUctWU0PGHWeWWGl+hnVkKepU54owHuPIossDXXt2ZYxcccU1+MD7LsR3v/PzelltzwPis2ohCtyO2vncCbIVoTBeMTu672pMAZCJZ425sJqLgYVo8/NN/8o51X7Tdx1Hlk79/YOLHVniY0pHlqF7tCMLO8ZVy/Y4sligdG412Vhim9agDgvoyWdlbCHNWfbAwLipIrne7AozYBHbWGs4siK/Xt89FUlvqDzVuDUj4bnqMc22y2wvG5WGebhvoN9ZZJ66Z0l61wf0SHmDThdaTdw3xmuSiP528zr0AABFp5VbHbYPQiC84+zPZ6cVC9WMPD3vkGAeO1+v/WxISt6ewf8mA0znmNWbfe236s1O/Yu31eIJC2GGdCfljHqzz0boVtFGDWtEz8L2VG/a6zMmda96c6jcENhyA+Vr6s3yunVWqas3++tffKjNRdjN+Y5qTC/DMvOBc6g3dTm75E9NO1Ctb0FiaNu2WvVmmBVovw3qzaF7agQOWJV680+fen/86VPv3z9H1LmOelPXP4+dT5+rEXWt3ixeoE9tfT2qN3uvm/02wCz1ZjXtoLEF9qk3C5ug2g85vK1WvbnmyFIDraYCegdWuRRLKM67PmeWwp4Qd0PSV4cQ9pQtchZy+b7xoozBfV5S+rw1QteAlxbi8kCdA7SDutu2wcdUwc3Rj4D6Xpw1gwhwesmeBNdHWq4BAldLaK1zbua1/xZkHLQDizq2hK9QdbJTi3JukZybPUmqO+8TYixV1emGKgOT4ore5FA8o0gqnbrgxS94v7l3RmNmODVJm2tS3kAOXQGdf7dwJDKOTjW7ru7rWhkgORBxovTUF9ZO3cdU2Hkxi3E0ewLb1vxMac4yysEGCG8PGBIGFsAba5KehiH1RkeC65H2iuoGJo91vJABqidiuS/vT9fUMSdkrUpIA1LfEOGzDix2KSJLvCzBs+vo6f3M9fTsu6ZBb73Q5JqUT/09lHS6BjbrTu1aJX0XX3eai9exZEMel33r6QFdNedqgELHmaVThKhLdIHC7mhDc4r19Pi6JTD6G1jJynhtAuU31Ammb3XrffCKsx6HPXbfCRuv29qv0pT6qTpn9Np8RVt0e1UdVeiT+mr9Z9fTs6CdnfgWbaOb9d1t0gLw3Oi+vzUR6LlUXJf6us/OCeXNnC8Y5P719KSeynp6uh4r5ZFtD2E2IR+ANaLXBzWjfB/0XJsnDVn+3199bxqyWce18pXrfYGgtTRkQOm4YgNS+9KQ9YGrzbpF0pBBXeu8wILEYh4V6ICqtLMIax+CnPX8oTRkAHyzSrXoULEZiLmeySWP67nTkAGlA4v2/yi+Z/6zsjzF5s3LmC5iZ68JmdV3UMe1gHoLff00wNgskpx8e6chk3rV/K8dz2Mm60s6ofGHne865Zg+V703Hds0ZB2YB98NwJp6U0PNc5PTAtmB6z1cCCARQ7I6o+D4rTdn4SHWHaDaI5HMAO14MKIU8phwdDw7yRyz6snVB13nuPDiVAM6raXHx3BAS00sTw0aFzChprhXb3a1BWmXfieGOZgC0aj0eBLGmDif1WkpJinGsyX1Xw3ReNdvqyV1n3eFWrAsbyRMtcDsXOvoUcCue90ETzzjD/HQp/wOMJnErQ/YsxIok00jq1N7U5IZu9OgB2cFyDJ5Q9lP0jn51uoZ+x+wF664/Bpc+tOrcPqz/w2DKnt5OMrvJW0nIMT55UiNMyLEdU9dlgJ5vntXSqX6HSp9ImnIgFIKQ4NO7K4dD02j1J2Ul22yaciArkdyzeMUKJlF9b84p88XuCbn3vQdotWdIw0Cgnp+b8pCqSNem1AzmzEGMiPcR6QXIH5rkp6G2mDWnO62hiwosFynzYu32pCF3sE8wNF1ksSqkAW9gGy1DAJqIQuySOQ2hCzwcYczdcCOGrIwM+uJ1LlYyMLuN9sVL//UC/DQR94Z+Jd/AR71KGDLFuA+98GGy64u61F9sC0hC0XmmHlDFjoOGa57PEfIwtK6EV7x2j/BnzzpfvU50QeKeHbGug5NyC8phztEyEJtzcfi/bZzyEKH4PUTHw5Z4LCDWsiCJna13Js2ZKEWFrVQyIJ+hzlhTdKrQQ0htG23TO38onW7yrniWjwspD5bxh6b+2rjmGSODMVKdKGPe+PVkrU3V2e1ZFeu0uDtRFtw8KqKiz25gTRf6VrHhGGzl8xKOF37PyT91JxG1PlZKs3nvfsUHHrzJeC+9wW+/31gt92A97wHK791V7zlQS8q3q/7znN4kw7dXyN4q7QzVlWMSg3K11dWpjjzb8/FxT+6IpdhCa1wGNEcH0kdzpYRKQnZjtd3XkNNyuf2BlTHkjSHMwRV/dnKuxy3f8j+q5+/CAwwvNXzCX9wsufIuA6rWr2kiJoPBO8kjdCsul1qTyR4roMrFjHtrRE9Bd2gVZ8nhQx0tZJxCKLKdEBWGTVNzOTvPOCbfC9zi03kcsnzOmCQgZbtVnm5leK6J3AWdIK6x1NPEHdaUSGVdQFpJQACPHNUvAJCK0Rp7Fo5P3ZtDkivDVBRn3p4BIzRIjivsqdTXI5EqTYbH5CXFuIBjdgv8m4k0hzbKvgcJXWHHPuE7DyyBJG2qNZsgEbZ2JomfrO2VYSGkb9mZNr+lGDxJmQ1YgCvtNABjtnkzmKioVZXqK6sQIRd97wJ7nzskcDjHgdcfTXwwx8Chx2GLZu24oWP/Hv895d+GMeZAcnqX3Oy6UOwnGx6FqFTUl5OZO3yvGl8/gaNeq43exnnse5b3XofHHX3Q/Fv7/oy/uuin8p9UXXNc8WssK7aFPmnOOadT+MoGFWuTysjAFkdTpTPaxVoUn8WBFFLtXqMNQ2cn4LaNK7kWzpQm/G0LCNVtD17cEbv71S2bSNj3bYZj3gfx2/6T6mvyXvktQUBavK8qeGYrDKkjFvSf17uK0tdIc5fxO7IUl5Wf46Th7d3hDHawp5XSHhqgrAkOHYtJq7plfacVm9W3wVzw5p6cwhWY4Dm+3qzaZBMoEUCxfP9TBHs+dm3dnxGOmaqPHJsyMIiMF8gah/budCj5gerLtJhCwacd6IWnOk5uWgYQc0rbzDhtcMpb3hKtN995zvA0UcDhx2Gf3/FB/GkI07B1z/+X/ndBqTRzlp/vK/EnlWRMjCfow/XW3OpnwPudJeDcL9jb4fxUlPcZ/2c7LnafwDztdlKXX0hAHPU0xtesloPXFY72/oq/TtP+rYh2Nagbx22MJSQYta91zesSXoGCtWINnYz+MRecJSmsvkRkXIEYOnKqI6Yy0WXUy08qfrGn/VslPM9ZXmf4qCYQ2YtgQa7gGw+X9rt4vWIQAM8GhcKl2R2ZBmC/pXT8+FcjizzzlMJ9mWO2hXOLIVtR8dezcwSYtSgwHA8WzWBcb9653Z3Pwz3PeGewOMfD3zzm8AZZ+Cqy36FN5z29vLdDNjYw+qK6BZs+ETnOo/pWYyAlRTj8dAisOvXj7F16wTv+/ev4oMf+AYmk1bdl6phWtTHL3XKJck/GLWoc+LYIv+VmlOcWrREzEOnplpVNk7nXVqnsWvXy4nFK3Yq7ViknV7Y9mvrs/k8UenfBWkYzcGFNwAmUAvK9qyWXjOD8D210Z79CNj0kZwChxqj8OUir7om6S0CA3aiuOtQkbSfgWwwjBDqz0T+0ouIjD2P0R5ZeZ08MmWSgXrIK6uy7l68p97G7Llp2uhmH1dd3HscEOaCeRaKrTmyyCX1juxyPm82mFo7iPAHpz0iHr/nPcDzngccfzxeduJrctmZ9ro5331G8uuZRLDWz85Vv4tdpXz/W+6Jt/7r/8Nv3e0QAHEx2G2GKhPYPTno1FKtt+f8UF7dRb8/0B872QfSzzB7c94ed+rpv9SHD4bsfTbsCej3I8gOMMM4Y9W2f2nTGhQwuCwJVZBYCFKmUCEBKu4qYJaqpBNQOmu8kyozi/WtxTgY4IDTQE6tk6dVnPl8gC8cVlrqV2u0Jp9ep4kqO0zRRpp9rAPUqyqpeePkLMduL1v7Vs8qC1JuViC7LlN/IADgTsceifv8/t2Bs84CNm8Gbn97/Pziy/GN876p3nEGoe7Nvt9Va9a9CrNnaqcO65VYmTv6u+iAc13+8suuxkc+eBF+8L3Lqm1biKcrxsfsd++uytF3vvKOUl8YZGxEVe7Y/tn97rWlh+Zac9G+k54rtfP2uFNf/6WYRkwdE6+20t9OneBi1ioLMZidlzuLPgHV5ph3XNRMtEb0atAZSD29qs7PZdMTl+X4dx7bRGF/I6AvW4kdHfk+1zmn6+zLrtJn0yuWGzI6fLsQ5LamIZuXCcjvVUFI8l9JaCmNU2HTU4TLbvKcGpGaOwF1DxHsy7PoPH7/6Q8BfvAD4OlPB045BTjhBPzb33+g+37apqedYmqhFPreeW16Q4SvBkM2PTUdDr31Pjj40JuDpoS3vfGzMdNK8c01ccr7oS3ep98nMZOd9zSMUo0Q9jFMfeNsEZtedSz4cs/HbNPTYQ0L2PRs1qfu+ySirJhkzpLEGVNm2emZAMr/7WjTKxjj3neY/1lrRK8GFTXNXOVWCUP245m25ZnXh0fDUFBoDfrci228Xl/ZRZ+3CPSpqua7uR4qUBbZxrYPOYco5ujYx9wb//az1+PeD78b8O1vx5NPfCKu/N+r8OE3fHL4GTUifH3kEl3t2FfNO+npv4M//fMHFt6bi9uhKnPEdcvU751jvNTOb495X1N9z1p5nZ+7SKLy4v6+891xWfPeHIJZYQfbAoUJpPcd5q9vzZHFwKAjCxu0exxZ5P/14cjC57Qji+ypPtEXcGQpwglcSGvrxfutI4u26VlHFglET44sfTa97eHIotOS5XIVhoXd69mRpZKVJTotxPCDuZxXKiunU6AYk8X367AEhkrdu+6xEx773Efi4CMPwMG3PwB77bsH8K53AZ/+NPCv/xpj8w4/HOc87U097zjgyKITJKzWkcUmXZjFFPL9yabHyRmsnezFz3tf3W5l7IDaQWWeWDMe2xy2MOTIQs7lGDlgcUcWp/q5x5GFQnS5X8SRRVau31ZHFu73eTSlfaqnBDG4PDuyxFCEYUcWbdMT258LHcmx5sjic7BVHRS+XIQNWSN6GtTgkYnPE6aSrYI4OJ2v62zpGlFoZGOzVwjirnC6mvhZBK8JJDIByLErijsi/d8V9XEMnQVtpNYZWqwTi0cQwgcCAhqJyfFpYGuP0JyhoRaDE4NPnZ6klT7ocHyCXPN/6eeisSmeyqkAdecRA6sU4bNgCRxQ/8/lmAj1LceTrt/8gJviuBPvh8c97wRgwwbgvPOAz347SndnnAEceSTwsIcBr389LvzMd/Cxt3xWfT8zHgccTZwdv2YVhaIe6TtdviRC8vwiG1EibDbVnoFDb7sfnnzKg/Hi09+L667dkmIz9fcuCZ1qWIxxrDGiGqgkcOLB2Vbu1fF3+loifABKgsjtSJ6/sQ4PieuU0ILW3IP0/ZVHc2ecNaiuzqIdWlLy6k6eU81MF3igxCk6Xk9igJH/831O7XNwuiJopssbNafj9QDA96Yy1P8bF8SUYh1ZpPsklle/m+pbzKERU7BG9DQoKcxKZZGdSLPEecCHGOitCV4ibhlxuBSkbgldrrsIrnTd//q8DFifB2uRk04TPDMoGJgr4nI6VZCkDGOiJRul86FKILPbftTNewQ0RAguwBOJ9JfzbiYuzhEzo8WArr277YeiL+R62b/ENjnv4RoCUYjfhZJ9pGng0GZpr9dONdsRictR8DFIXcH6ndfhgMP3R6OCtG93j1vjT8/8I4ynK9Fu97CHxUwrDKedBrz0pYBz+MK5X8WZf3wW2paEGHWcayrQ1T6o8Brfk/3fSIjc3s5zvEK+3oxxJeXBA8STyANtIEzbELs7ETydFCIjM9M2DyCo+aiPNQTHoelgQw/BQUsvTk8KG6iuzgNJ6ivagPI9yUmfRWmu0qeUxoXEUnRXvuBr5BGlTFmrL9ufeSznb5T7XXvE1uZL39zq4Iyk1oxV5cDzJn3Fxjm0xJlaMp7QxMuDABOY3hucnpjjsW9jHk7kJBZO8EXqH224dSnphn6XOWGN6GngCUyUuTml4nCNz0bVFpHwoYkTV6rIkx5NysbSeMmawANU7BiclcWnscA42SsELxycInAekkFB7qsQwdgoQBqYJnmmu3FgjXyLkQ8Y+zZlYKEiE8vYTbEkGReUepM8mkTsQAFLbopALhE2J5kWxq7FsiKieUB3My6Qp6JPiv4o+sil/5Sy2yBmu5nqLCE+qbISs8LIiaU959NEMk4eGmqxWSa2LxPNENVbCY68z+F4wXueiT1uvlu33vPPBx76UOC664Bb3CJKeAceGNu888749Lu+iH957jn45c82xEfXVOY99rqOOtNkWnEWS/TldORr2qGHr0nGF19mYGEk3HA9AfsfeFNcftk1+J8f/wLPO/VdoCZlEomNAWdaifWVTWOJxXm1vl5fGGgDuDbVJziS5FmOUk6ckK65RBCpLxtLQq6i8iSFH3x0lPFpflPK0NQ0ZUYWIBK6Nh9boDZ93+BBaKWPY6LpAIQWaJZSe7M6lZp0nPqaknOMzAc1X/L8ysdVXJHwSPyEMfNKzMwEjCObiLHCCWPXCuMMJEmPvGRa4exOnLEl6ET1ijkeuxYT38K3hJEPGPlQZm5KnyviPSdCA6PpeWGN6GlIBMgBeQKra0jXyDEijRIfI9JcjpGrQjwaGXgupyQWh4IY1rgzrZIo7Fk9BE8HmxZIzpFMdkkxpKS8hrm35JzSuJxuCDBxOcK9Aaze847iYEYc0JHgjTqpyBwArwZ1oZLlgc00pkPcuxIg96/zKGxJEA6ZJT2mmhGBOXIqBdksZwJVrpCwukTzyPscjpd8+LnY6atfipLbVrMO3MUXA/e+N/AXfwHc4x7A3nvj317+H7jy0qvwgwt/jO999UfmmQlqBMhCRbrrqC176hTEqs4Xz+mo1RQCLlRt8Xus32kJL3/Tk/DRc7+Bt73hM5nhczD1pC6078RjAOqeIVDSYFXqAw9VStUrQkr9kp9IfVaqZbWmSF/MSCUg1hQMMFZaS6BT2QXlEaokvULFqSU8wxxa7Uht04QOXhMYEsmL7XneOTRwcs6r9IQ1Sc8rXCIqUmUuYOa4URqlUSJ85YosUNJefi/GZWvqzdWCqFg4X2Ma/CFfA6DUGoiEj88FylxY1Q5SIgNWSRQ2XR6AUIMSFRWFLg/0EzxBGGmCU0lsOadefIU8GXXGBa8GbKO5OSCrKpJNr0WT1Zlw0JlZrD0vr5uVu0cSyup3GzqGQpJaNW1xu8v2vJq053xSOdWIQi2ZtFIzyn2Kgz/yPofjJR/5a+z0lS9Gae6oo6JDioZHPxr4y78Edt4Z7z/ro3jXS8/Fr664RurVz7ESXZlLstLmPoI35Mnp1DNrhHXWM1M7ixy2AJaXp/j709+HH/zgsrKOVCcja8AQQwWRGaUuQbSvQOm7KpufED5Kc4SQbX2BksrfZWKU1JiFk4tzkRFrIfOfvIMLBi+kvtYpvWjeWHvS6vFGzvF7dOx5FseY/9bu1SfRFbglXWNG1CacbuCKqZXXzcw2fJH0epYk0/+ZOe4NREduS81s03nHOWCN6GlgZGmJnFzzOdCcHSCAONh4Mth7eN/HvTpV1g5KmDLF/VQSRL5niFCQ3isjszFCS0aEJOUxdAheOtbxeI0jTCgSywka0fdrt2e9WGRdX18h9nI+JpjOyaf5JSqE0lcQk05FZqA3sbTzco2JkT7O52LdR977tiXBO+YY4P3vxzJ5tNOMAVe2TvCFt38B/3TKWzFZnsA1Td1W10fwerOoVAjWLKiUq0p3dkWGjmNWvueQ2+6HO93tYJz7jgvwja9dIgyfOK4YDl0TNCZc9tws0Pc5nWqseEeC4FhmVvX15MxSS1NWaIJsP9hhJckLkpTXZxfm+p2DOLz0eRB3JHImcHmv50yvw4chdGQY0Bo06WIDVywXZheN9QknsC2vk6xevZowx3Kv0gZBM8Zau5RWW1BS3gI0b43oVcHaFLyDa2vIkClI7XwP1K71FS+IFtXLVbliwxEN+GBUHVMGoD9OL6o0CgIIgl3m9HqJ05OJ26OatsBMSlFHsslUiFsu4qrHGvY+8GY440PP6RC8L378Wzjj0f+A6crUPJeJdV2S7LzqAgRPYFacXoHAe6RG+8w5CNBR97wVfvt3jsCH//WrWJlmiaVW/8w4Pcu06fMMZMrqtlYIjpYIJYxnoExRHwyhZJg3hq7WD9ZOLOfNnFswyXmHOe60pXw/5+K5SMuzHX4IanN9e4HWCDlHVXS2pt5cg22GRdfZW4MIRz/0KOwydsAjHgHc736R4H3smzjjMa/ElJMoz+UJ+usLS+tGWJm2+Pe3fRHn/ttX8nv/X4JFV99YgxsM5v4yk8kEp512Gg477DDc/e53x5vf/Obi+hVXXIGmGc6s/2sDlrHqy4w/R3qyWdccoV8S0+clqGaoDNepyvbWHZFQ28Mi9ebH682b101VZHPyxZx6TgzenIqMZrKiM0DeOx0MhR/05Uk0GVlIOxD0/C9vj//X7bwurmi+cSNw0km4+HuX44xHvzJKeLV26fyNut6enJp50dnQkyuz8m4zg+2N00Xfdf3Mnv7d/8Cb4uwPn4I73fUQAMDESrY93rF9qbI65+3tpDb0laHqsSuOu82yZYo69FjTYFc+78uNynXouvoYA7uCxzyJ0fXtVO7j8/Vx+VyieC5mk/Myb4dgKP9mvXxOWzYrxVlISSRiVyWTgmnPIgqkuYnei1/8YrztbW/Dn/3Zn+FBD3oQTj31VDzlKU8pyiyUFfzXHbYTJ7daPF+FX3dm+vpQfXaesbrvNmtdvb7rv/zZBkwn0+q11TyngNWmo9oWmPHMK39+Nc77j//Exd+/bLs8buHVR24omNtWuibx1UB7c86jVXIGN8yzDFIfzK3efOc734l/+Zd/wUMf+lAAwIknnojjjz8eT3jCE0Tqm9tovqPDttr0FoV5bHoL3FsMiL4miuPKDWfT06six/8VI/U2wNw2vRoYm169yGyb3vAzKqrN1dr0hp5hYRGb3rxg7jn0dvtjeRrwv5duwFte/ckYN9bnVVo5t9rcm1Le2vn6bHrWKWVbbXqDbRsgeLYfWOKbZdMbCjuZAQWDbf0FOu37zbXpzd17P/vZz3DkkUfK/8MOOwyf/exn8aUvfQmPe9zj0NpgzF9HEDUOCuTkaitsD6k353pWqntINTNP9bY8GdG/Vy2U1Zt9y/7E636u/1a9qZcckeWFtpN6c6YqapZ6c+B8H8GbV705+NGGAt9Tlo651ZtAv3qzo3JbQL3Z9yz7TJkrcf+U5z0Mf3raQ2bPiap6v6veLJYhAjrHuT5UxvbAM4fUm5X6Z6o3h2AR9aZ4v9YYhR71Zk8b+ueHuqbVwuQ66sIh9WZbGeN6ruulhPJ1a/rwaWUWv23qzZrqdgbMLentu+++uPjii3HwwQfLuVvc4hb4zGc+g2OPPRYnnnji/E/dUUHiX9QgBFJqIL7mk0t08mmW2DDlXs7xNFwnQ+HeDRQB1lDHepO2Ufe8/C+vkf5vgfI9jt2D0U00LQGlNjDdLiQrnLYHx+o1LqChkCL8cmJaLemVcXpq5FbodfEc7ifbX0AZkG7DRTRS8QQboM7xljaFWBVSXJ9GRvm+uiQzq764c51z1eBwK0FVpbsyA4vO4jGrHRL8rOvv89xMdb7kz9+OKXiOoNiXYTn5Xn1eS3rbHJyuysewhRSrR7rtKXqPKIa2BA5i58uETg7OdF93TKkY0NTvZMZGEavX57kJwKaykyWiOPC9LwUZoPbqOQnH5MQXqo8U/tAe333emx6Ah89JLEAqfi8mogCyujKnKctpDOXZ6XV1cDooS3XyXOisTVnSI0mwgYxH54S5Jb373//+OOecczrn999/f3z605/GJZdcMv9T/6/AAi7egx9tgQ96Q8DQyunbBVbxvtvVNjoEN4KNZkc1Gxx6xP540dkn4Sa77YRrNmzCxmu39BeuJAu4oaE2RnZYm+E2wm/qe20PmFvSO/300/G9732veu0Wt7gFPve5z+G8887bbg27MaAYKDbYtBOP43Ks1ywdf48dI+5tG3SZgcZqaUedIyMtFeUpXuesLAxDhmRN4IZWWejc5yhzc8aGpyU8p7i4amC9o0IKqErBBuT1+uxbq6HZlaWEqtd7pJS5n6Fhtba4RR1c+gj50Lg1x7NWV9DQu46d/f5UObeN0Ge761zrCy3hoPV5xhF/vz7Lj16Vg0VB6pm/+h451pOYz2E23mDpD0byA/o7R4E331ivwOBTgumAEq9YXwBZxYUy/hA8YXBp55X0iVWMibmJ3kEHHYSDDjoI559/Pu51r3thNCpv3XvvvXHIIYcs3oIdDfomJKs1+DxnZeEPrlMAOZ/LVjIoWBNWdwmQ7mDs5N1U1zrHtf98jsq9JImt5N3MywvlNEQMfK2luKpCrDOSRK+9slIaMq22ALoDu9puddwnyUmewVS+Q/BEZe1yRp30jYpUZJLrcMj5wKSc09+2L4WZvbd6qYc4Q0l5Q1qDeZYIEqI00Eb9TKtOVf/3PfBmuPJnG/Dj7/4cpz/hjVntptpXpCLz+nzRyHxdz4XK2AcwuJ6eefl0OxUqzuzAAkg+TkJ/SjI2dQA576ZORq3HFgDOt0spaX3ZJoUrCsLFWVsUkU3pyPg4FtP9aY41wVNQ5DgdIoaW4ClVYs67SSnnposZlxwvKVTm0GTwCncwiNMcdRllW16vtCDNtOYPPU4WIH4L62qOPfZYbNiwoXP+mmuuwbHHHrtodTsW6N4wiMUuGVLaPIY5Zc58XtTX4bDMvqine6omEfZKeTPqGvLM0t6dXgZkPwdnBy+nIdPn9HM58bRTA1y/R5/Nk+xAnyWVyKlVsIaxseW+73q1HXNOMx4nQwSvKO/7Cd6iUCW83frX77IO//D+v8BjnvY7GenHh0LybpaNKfdA/n5AMefKlGPl3h6vCmqSqP5rGdS+OmrXe8aam8VooIfp0aAJaF8btV1vBoHLiZpVuSH8Y6AxhWyqQpuYvrDn8Wukczo9YWNsgkV565FeGR/zwsIZWYoVfhVcddVV2GWXXRZvwY4IO4g+fD6utkKwnLleq2iVr9gXsrAIXO/ZXvRqGau4d668h6sJWahAdbmgwRu2E0Fb5LqCrZtX8Iq/PAff/6+fLt6OHtju9qckxG2fulxHaquGMaym6oHwmBsbtlcY0faA7Z26cG6i98hHPhJA5F5OPPFErFu3Tq61bYtvfvObuNe97rVdG7fDQK9+39X19QNIpDrBB+b8akX4eWF7DShWcbZqVQVOOq1h0bjAuUC4vjkJXSXptHOudNHnb7idkFItl+dg+VmEoEf621anl+r9zuHQI26B29/9UHzwrV/AhZ/73mxP0D7omRsz4/S0Sjn0SD594SYurtDQATWvV0vIYgyvaWcFnHeFB6dNVm7bMwQLf+NZUlyP8JuXFgqDqyAA12+cnrRraMgt0CVzE73dd98dQJT0dt11V+y0005ybWlpCfe85z3x5Cc/ef4n/yZDoF7FsSxiuShwTM2OIYTuWLBoh86Txmk7c+A6ifV2gRAWd1iZA6qaHCLc/f5H4OgH3wEfPeeCmEvzhgb+Hn3f5UaSmDopCgfiPFf/kG0cNws+eseR8a4fmJvoveUtbwEAHHzwwXjmM5/5m6PK1MC4sC8/YnGKts9EY2Km/yfgYNLBpyiXM0dx2Z2COPZ6gMTdrJx6FlryVRVngO8GrtcCUikHsUtwOjdpG402wqkH6uXa+1LlEc2JVLUEWJMyBjj1GuITYqiXlPGu14xQZO2oED5+j+Je29bau9Wuh4DxTkuYLE/x7tech/e98bMxh6hL0laziu9VeZaj7FBiGbuZzivVPKrl32IszBGoXtbVPe/mDE4fSstYJYLztCFQHBszn16rRx8rHXC1KTEgPMDFgHOlMx4KTrfnxj1N0Y4s8wSnBwlOr7xLzzv0wcKs4mmnnVZMqJ/85Cd41atehU984hOLVrXjwY6QJm9NkluDbYTtFdd3i1vtjTd//nTc/u6HAgBWlq9vBdYa/CaB9fjeUWBhNP/whz8cb3vb2wAAV199Ne5+97vjFa94BR7+8Ifjda973XZv4A0KO8JqOjvmOFmDXyPYXonfr7x0Az5z7oX4yXZKHr0Ga7AjwMJE7xvf+Abue9/7AgDe8573YN9998VPfvITvO1tb8OrX/3q7d7AGw1sjsAhVeaCS30AdafL7XL/KuodUnHqpYdqQej9Sw35mWUGn11R+eq8gTuQc9n2g9Woy2v5N7cRDjniFtj/kJtjsjLFm884Fxuv6cm0YtV8A2rl8j51rOP9Zyz1c71/c93/O9KKMX2Se6/qdaAuKudRJzfvKl67LXLuZvOFVnnWcAdQzn+do3deWM2YWJjobd68GbvuuisA4BOf+AQe+chHwnuPe97znvjJT36yeAt+k4HtK2EO+9+Mgbrqe7elbA8MEzE/+L8PtD3PFce2YN/xAjaSbYHVEKZFmSJe00/sjDeACkK91/978f+HJz3vEYvdP8seVUs0fUNDX8Lqba1j6DywKqZ4Yej4IVz/j5wXrG1/m2Eb323hOL3DDjsM5557Ln7/938fH//4x3HKKacAAK688krstttu29aa3zSwac1WXc82Xt/OMBSrp7OwyP8FgZxJ/tsHN4b9c1VLCm3jpL+B1817yUlvwmR7eWjq7CUKbrBcqbW2FOewfQjEkB3VefTnIvvNB5uU4saGhWfT85//fDzzmc/EwQcfjHvc4x44+uijAUSp7y53uct2b+ANDta7q/a/5gHG0pxd3ka7WstyKSj2ua58vneVYxj1BO/nmbgDKowWPntqsXrCqC3kmLxsQNcTq+aZZdWYvcsZkZL0VDurkkFFzdntU/UdtMREIUpSRF3PTSrLFf+D+ab6/4xlizp1zljOKDaf8orlfauW2+tyH+Vn8/jTz1ZtOPT2t8TfvPXPsPNN1mPDlddi49WbbUPqxz3/nZ4rvFTXHEv5xPvLfe0bd+YIynOs5qstN1U8W5epPAsAEHo8NvW44b4FupK5XgpIl6vVBSCu4uFS6jFfL1PgHT5XVumK96+8V6cNw5xIC0Kb6mspqTJneGHqFdJbcmkps265rBLNZXlJoT7o4ME5YWGi96hHPQo//elP8fWvfx0f+9jH5PwDHvAAvPKVr1yorvPPPx+/93u/h/333x/OOZx77rnF9RNPPFFS+fB23HHHFWU2bNiAxz72sdhtt92wxx574ElPehI2bty46GsBMBPE6vc7iKZn8ALD6gyr7hmadIqYyUTvtLks7yRBp31u5T9F4tM3WIEUiqAHthkyAZlAFjp8HZqQzvM5u44eVYjcINjJbSb9IEKtrY3I5wGFoAyxq/0v2jS8xpklMvY+WUJGE6lq+w0CrV3vQ7p9QAHNyGO8NCoFWate1c9cjZoPPUxJgPp2BkkX33Q+AtixK4ayfH62LlMhKNw2Cxo/2GwtlgnuY4gqjEdsYE/wvq5nVnhM39y3+AS5X204Q/zUkUi1cGZud58blD2O7XrF+pqVdTgjzvDVcAfb/DilXWdcrMYWuSq9yb777ou73OUu8Ertcve73x2HH374QvVs2rQJd7rTnfDa1762t8xxxx2Hyy67TLZ3vetdxfXHPvax+Pa3v43zzjsPH/rQh3D++efjpJNOWuyFthV6EewMBKVg0MZRu6YH6gK6os5ikQPQibOrSHYz70kDuk+vnwmfPoni3foM7yWiq1be2856Y+ZQwwwsDFqPvdqGdljbXrXsjLpn2CD3OfCmcM7hhxf9D/760Wd1nVaG7Ipae1FjJljC4+MEvXFuC3bTIFTqqjvH9DGcfXO653GLxuTNAucXU4t3GL/ymWWs4kA9A/jBvvqsuQ2gswAt0O8TIMyxMMk99W7jOJnLpvfIRz4SZ599NnbbbTdJR9YH73vf++Z++PHHH4/jjz9+sMy6deuw7777Vq9997vfxcc+9jF87Wtfw13velcAwFlnnYWHPOQhePnLX479999/7rb8WoLkC9qe2CJDny5+aD09m3pMJ53d3rDd7UJ2+aAFy/VmXLkxc7kO2CB32mUd/vGjz8K5b/wM3v2qj86oZxX8sQdmLrt1fcGcj91ueTRdNdFZvGZSkM0F29n5ZXvkN7UjYJ44PF5EtrjPhUFnOH3v9QFzjeTdd99dAl533333wW17w2c/+1nsvffeuO1tb4unPvWpuOqqq+TaBRdcgD322EMIHgA88IEPhPceX/nKVxZ+Vs7/56pLAhWg9e19A8qr6zY7u8o1yKsaxzao+13eiuWG+FqlfO+q6VKeiv9eZUWvvsIc6+nxNT0JdPZ0vZ6engS96+kVx9Sz2nNuA3lUVmOofLPYiP7zAKrLvvCx5r5r6+kB3bqdul7j3PWq6foZtdUWgO6Yqi0z1FlZvT7Nt2xaxj884+340Nnn5zK1cV9b1kiWLkqS+qz19HilnDTey3qgxnmeF8UefL2sVpbc0uOh0ydlWV1fLjOw7JGtq1hOqHxW+a0MHikKenTGFDBbcuexYZ+tlxdypg8q86dYpszMt76lhfJrle/UIOS5rvDArPX0Gl7CjMubvW5+nNKEzvyvjZMZMJekxynI7PH1Dccddxwe+chH4pBDDsHFF1+M5z73uTj++ONxwQUXoGkaXH755dh7772Le0ajEfbaay9cfvnlvfUuLy9jeXlZ/l977bVlgVmGejm/Ck6kL7ZmwLEjlonH9u5qmiYuNMdA6HUo6S3vq5KetekBdfXEIjE484K16cXjBVWCfU4sxX0hIyh9PA8M2X+dj+nIdG7ugdRg4PXaagSmlpPTtPXQI2+J297lYHz07V/AV8/7VjzJ12vPrdY5MGYHoJpWL0AQmSMalEpmOi4Bgza9AvpserPuHXDqmTsxwNCCxLNgUXXpLLtXxwY4bNOrN+n68zCW5mubXl+hOWDhkIUbEh7zmMfI8R3ucAfc8Y53xK1udSt89rOfxQMe8IBV13vmmWfib//2b/sLaC5UkEttdnmI3kJnf1/tIrLVtuSynUVk9XFNQqzVReVec1X6uFj8Ua+M3INBGhcwtIis3L/IIrJzgl5ENtdjuf0ksQwtItu3ECwjqJoUOLQUkQZbr6pz4UVk7fv1rrenpFclld3r+Lvgbg+4PT7x7i+jnYbOPdVFZO0zB8esWVdPCzK121jSQ4+Eku7TDF7villUqizjArEEvYhsUT+X5+/P78bz3lOX8OnQh6K9Pqs57TfVuIL/9wHnYZVj1gQonNIn5elq5pWGtJSX9kOSXg36FpGdF4bKS/OG1gtdAG8sTJ6vuOIKPO5xj8P++++P0WiEpmmK7fqEQw89FDe72c3wox/9CEB0qLnyyiuLMtPpFBs2bOi1AwLAc57zHFxzzTWyXXrppfGC2CC6+0J9kxClXLerUzPoe+dZRFarHiwRM1AsoioIY2BQDNTlHakVi7OqIqog2CZHpSpTbZoQ9i0i27eEkVZ15nejoi+KPqmcTxXkfoE6N7geSacx9fMaQelvafea2em7X5+z5019qyV4rhif+fp4aQQ4j3e8/MM47YRXlQSvporTqtJivJtjUYMaYlcrC6jv5wxBNNdRzoV5FpQtGElbRo8Rq0ZNfWDHUzyvVLK19+kQofxSxSKyUkdtPBj8EGi2A0xFzWoXka2pi6vLlc0ijICsnB73GScMLSIb1ZchlYtElBeQBVDgBVZ3+oR37Mrp+b353QwenBMWlvROPPFE/PSnP8Xpp5+O/fbbD9srue088L//+7+46qqrsN9++wEAjj76aFx99dW48MILcdRRRwEAPv3pTyOEgHvc4x699axbt65YD7ADlvABJZfoPdC2ictXA5ooc9U93DHpgerNgJRy6BI/pzfVFmOj6x6z2i6fJEcJMXYHnbyiXjFdr35uVkVu4ZKUF5/bUoPGESZUc2rhwRxK2550DyWbY6VfhoaZmuAuNri7tp5iVsj5yMGTSwZBggspbq+qUqycV4RJ7htAUjVpTlZYsEQVFYJXs93Jq1XarOv1Dre89b4489+fgZf82Zvw3a9fguWtk847FYxcnx3PtLMKhpgVxKbWD1oy7CFyxXp6s4CUDtUBBJb2VFuQEiAQ5TIiHaZpw20iioQvOFG/uiQJkndwQc1nn8dZ0SXKmaU6FlrzvA5OSAyIlcTtcXFPzx4wOKTcR54gEhy7np6Hhw601/ggFJqiOZxcNGNspPBCAyUEUL2iYYAWIUMLE70vfOEL+PznP4873/nOi97agY0bN4rUBgCXXHIJLrroIuy1117Ya6+98Ld/+7c44YQTsO++++Liiy/GaaedhsMOOwwPfvCDAQC3u93tcNxxx+HJT34yXv/612MymeBpT3saHvOYx6zOczOpHosBr67FiYes+uAPxYvJ1u7hfc81UghhLmcVda1rhMbAwE5I3iGrOBNE7iobn7NhOZRqTuOsEu+lQt/Pi0k2LmBCjXB+Wtpr5FlpYlUcWfq4Uc3dZY5dO7tkgpdVly7b/QZmR2chWYaEaPqW++FzpDUF+WqvV6c936l7BsHrZTgrK7xfcelV+PwHv4FLf9i1dffWU9FaVNX1WgtiiF11PqmyferMKpFbJBuOIWTx/rTXmjQ1j7WaU63YVc71NN6q38SGdfD3I0r4oeJgxPZWRxi0J+v2chH7Lfi9nSvnj9qXcwdlnwN1yYpfJz3DJ9InOMNoeiIBhDC2rDESXKL6oaEgfgXRqY4ULiJF8HoY/QWGhLRx0RsOOOCA+Y21M+DrX/867nKXu0gml1NPPRV3uctd8PznPx9N0+Cb3/wmHvawh+E2t7kNnvSkJ+Goo47C5z//+UJKe+c734nDDz8cD3jAA/CQhzwE97nPffCGN7xhm9p1Q6dIul6fN6Pu7ekWPBTKcINAgTQXvHcWIZlxbdVQ85ocggVDBw65/S2x78E3x2R5ije84L39yaMXhVX2RdV+vUrk1f+MVdzUd09Vil5F/Z16e7yAbwyofZLEH8+LH66v8IIO9BDlRb75wpLeq171Kjz72c/GP//zP+Pggw9e9PYCjjnmmEEC+vGPf3xmHXvttRfOOeecbWqHgEhzSYUhC4bq64g97H1UdXhklRlQqh+MHZA0d2vc7Htteg7I6RPsljmejj1P/5fzVtrLHBWrMEQyU6pI0d2jy9mllwZS7E3jAhoKaOEil4aourDuyJqbi11ruLfkZKL7o8+mF8uRNEU3K35PLYl4wIfUD9mZJaqwIrdeVxf60ovRejTyfV1BbzZiE3V3j+3OnO+4xVtQY/HpL38sNlxxDV70xDfmsVkDa5Oy2omam7yV8vQ4Z2nDOxl2XEc87trdZMwn25qzYQRzgoMe5g4uKTMBRMnPAwjxbCzvSjWnOOhSKaV6iipOIOMHNbay6twXkiGfd77iEMVt9g7EphJqS8nS+fLbVXFLfY7YrbT3aTyTcYyV9sQeBw8vdj222ZHS3ATBHx6utOepsAZWFrXwohFibVC265VSn1PSntP4bhUM08JE79GPfjQ2b96MW93qVth5550xHpdr427YsGHRKnc8qNlv2ppB1aHjEcbn+6CP062AjT2znpu991qCV2liTOqcVY0WCuO0tvX1eW+CABcK12Vr05M4PUMA9WBeFag+kv+z1JjdkwXhK4ibvICvH/P/odUQaqusq/MdYtTT/mzr6yNeZbvOeOIbov1uCCzBs9BD8FYFldsKddxQgL81K9h2aHOD6uOON6cmKJXjsnxFuHBqUnXUnJW+4vNtpRxDy4SvPh8Lx6RFEwU4szfHZF9QmR1EPTnDRteXlGKee3w1jkU1RxO+3kIzHyewKknv/wzwQLOTTE2QAgkFZfOxeyBLITIIyy9VtWNVoM/G1/8eyHY8vTcwtHpCLbgUiPF5HqFITVYLVbDQ583ZtUmulhLael22yQIJeShnliHiNkTM+hifIRANghlDDLPimAABAABJREFU1bKz1a6W0B165C3xx896GF528ltw1eVXl5LCHM+q2qAXAWPbnCs0R0HHkWVOhsDOV5b27JjPYQz5OdXhWIQh8TMrBNfsh7KzSL1DYMaUaJwqNrzSCcj20/Bjus+dg1A5j6kKvSgC0Lch804nQH0Rden1Lek9/vGPX/SWXxsoBpBH1+DdMWirazXPPzUY7YQXBxZfqhlqiKFG5Eo1hjHyFsSzotIUbKCMx2qwSfgCSg7PuicDZUqh6NQSY4y0B6dXaov4jJJzE9VFxaPMqoBLRxaFrRwgXptG3TaXhKKJmyVirO7rA6WG7C6J5PqRnFZZ1Z5RI3gF4qtz/Es7LWGnm6zHaNQIwRuEWXF+sRGdfenAktWa+v7oVKTmRqECVSrO2tyxAfgLEE1X86at0C1+TpwSaZKQkvaS9CVDU8wb1MUPFgpHlrb4XpaJoeTUMjNlWe2b6PPe5QxF+p3VfMq4g1CYTqA/b5yTZYyul33jnOAMcYSjjD8CfOHEoh3koDVHpPFCiR+0Y4tX7eI261j17W7Tu/baa2WtvE72EgO/zmvqsUrD1bKrD2VpmZVxnuJSK1o4l2eFPPby+fIL1qR/OUdxsgrhI8cn1X90R0f6H1dZ6B8xLZwoLQK83KclPV02r7rg0jm1VBGv3JCuEUWOmCgtIVIEYuX31BklpK9shxDK7PO9SY17vlUfwavdV0PILF3UGjbgai8eodZGqM4VXqO6LhM0v/ct98IvfvYrfO9rP8ZzTnglxB40y9Wf390SP+5Pb94zvX/KR5DaSnCel2nqjnMEAprUb8S8l8vzwj5Lr3SgJbg5CF+vwFI7L3MexTcu2q2Bvbdn4Qcg92tFU9DnyzAzNq9vdXe13BXjlBoU80dsJhnB5G6Pc7KWTDqYl49z3KXHe/n8QTHXgTwal6l5UMnrM14o8UMu69TULqmd0PQFhMy5lMN77rmnBIHvscce2HPPPTsbn/91hhw+4Mqeqal7nCvVQTXYDpJeJ4xBnY91D0h6/D+Vq/1nbqoPapJezd7Hji45gJ2gg01jXdlADWy7pFeAlhZqEp6UG5D0hq7bOntUbkOS3lC4Q+E8wmNrHkkvEbydd90Jr/7UX+OEP39Q3SY9BLV8nXzfkPZCB2XXJD2o8VyT9Pg6f7tacPgMSa82P3rt3tVxw+0o6++0m4GJvO2uPkmvp2/tkmnxZE92nqLOnv7ok/QUdB1a5pP04rxWjzIv3w156gaeW3WlxOqiX9LLZUn57ag243qU9D796U9jr732AgB85jOfmb/2Ndh+UJuws8r/H4EbOsRkhwCj2tx83Rb84ylvx7cu+OH18Kwdp4N77W+rAWvC+HWBHeh7/DrCXETvfve7X/X4NxU6CWv71GRDDg7zPmtAFRHbws9Dj3oGXQLH5Rz6KYJSby4CHJZgIVQWg+wsHJnUIP2LyK5uMksfWfVmDbZVvdmnapvDmaWm0irUm02T660leQayqpJXPL/DgTjsjgfhE+d8ERd85KJYxkoL86g3B59VUTGuMuF09T5WTXvXzalp+rniaNiBzjnqOdY5n/s+X3WNxIp6s3pvf6GqenOeBPZ9iyDPAa6vH6qvmNWb0Wwxq1mLjYVigdkZCkdWb3IS7FqbF2GE5iJ63/zmN+eu8I53vOP8T9/BwCXbGwC1KGPFTqQGHVGy1PGCnyluz5Z3FGN89LPKZ/NGhc6ar5EpC8r4w5Gx6ckxUHhqaj2+gkAOAQ5tWu24ddkGF9UPTOyi+tISM+25GZINz9r0OvcwwZN+rCBCcoM2PafTTTFNsrZWvXXsM/ytZxA8TRSGbLkhzGfTq4QsFPVpwgeAbMoxVd99H3YUfuuYI/DJd38x41iuv0nEMdn1lLmlBPWsql2vh/C5VCeXE5teSOq/QCrZSDzmmMg4plMMnbFXxmumn7UdtS9kQfchO5+Y8QGgtNmTclJR46mzuKyMocqzDF7oEDQZX2zjqzgXpWs0RNTs+GV8RSpPp7XpdeaHvsa4gGS+DdHTgICWQtpTnutsx4cDjE0v45AYyxvPl/iC7w3kxcdAH3cgnRMt54I8wFxE7853vjN6UzQpcM6hbRddLfH/IKyOUVuDGwO2gzR/fcBo3GA6afHWF78f//qqjyC0oaPyXDXUPJRXU8c2quE6Ut//UaBQiU9bpbS3BnMSvUsuueT6bseOBVpNpv9bWFSFZq+xqDY0fhWHxv+rxVmq6/vfc0vbg1Va8hgnb6uW/My4mTZJiuW5iufXrHW3VjOXbR/NKk6kuG7zrYHrh9ANeOVVc3oOEI0DbrMfznjPM/DiJ/4zfvCNS7B1U1ob0i6BtBrCU1N11qS91UKlG1i7QQ5dqVjuq3yn2v8K9K6M3iO1a8/NmWOqI9UZad2e1/9NftEhz03RKAFpfFbiYDt907M34MgZydqlJkZJq7ZWpgU711s4jHvKrhbY27t+cf565iJ6Bx100Pw1/jpDbeBXrgEoEOOqcpGKesW2IR8OJirQA9mZY6virDzHKWI3pI/vuBqbRWRDjz5en+cJI27NyPvA4QowXazalMM56u/SAVZHVRs2g6D1Xbfqv0oasrna1qk3Ij2iuNJD8YwKEBGuvPQqXPCRi/DzSvLoWMhIfbMWvO0jZjWJz6gYYx4CpfaciwipblLjV0t2+ptT5fogDK12MciQzleHqBVnwawySiWZ75kxPou19rr1V8N5ivvzxqrOqOFMdhCh2f0d3Q68l6g4EQnhOKWhaQ3eEJUo5XCHVt1XNFnhiHyybtubB1a1iOzFF1+MV73qVfjud78LADjiiCPwF3/xF7jVrW61mup2LOiz+wAQu5CNj9FxU8FHW4pcQ0YGQ1yyGqzFYATygOzc43LBWtVCBPsfy9AmXTzr1uGiFCivAo8WnEG9y9UV9SjI8TjD2KoY1JrI9RC8bNcrzxc2l4DFDP89BK+MkwtleRXUXndOQJ3o1BamtfUap5ZDjzwAG6/ZjCsvvQqvf/a7cvmqZJSQoxl3/C4d6XKWSrMY59QlhD0ImKUXOc4DKtoAa88z0l6N2PURQFcZO/kaExlkot1XRoOy5zk79/V1OR/M7fGa9IXvjoeOlDevRN3zHnbebA+P1xZ5+aAWkBXV+7RFsZxHA48GbSdet1pexepppzcN0tXzMsEGFjYCfPzjH8cRRxyBr371q7jjHe+IO97xjvjKV76C29/+9jjvvPMWre43ByyHVlHHFMHv2/Ss1d43zB0t6snZB7O8sYDFvb22GWqImb/ZwPeYKcWvRhU6j5deboA85xn/+Hg8+Yw/qLSBhiUTfiY7WymHi+21YooGZ/t6tc/oy0O5ACKfa85tpz64PvoyVlxhqvqC1LfpOdt2+0zTxfV076KwsKT37Gc/G6eccgpe+tKXds4/61nPwu/8zu9st8bdWFB1ga9Ab1YFqhieGYybdPQY7SmtuVUy/3UZ68EJlFJgb92ud7BF1QQf56ws8bhbaUu+IwFWMysozjCYfW9YxgwQhEbqfx9dMdI6KaJS/O/clpAnBzMbSWkmwusjdKwdAIBGSWAV29qL/vg12LJpa7U98R1SG3RuzzlsccW7EOVn2zCFIWlvTrCZiWJdUON4Dgmucn7wnP7fF6ZQlFHSU+271jw45b/JwiJev5YproyHIWZojnCcvr6p9V3vu4PViUiRJHFeD0lzQJdoRW3RsFOj9vAertuhmrVJwXbPyKLhu9/9Lp70pCd1zj/xiU/Ed77znUWrW4M1WIMBOPQOB+Kv33Yy1u20hF/8bAM2Xr35xm7SGqzBrzUsTPRufvOb46KLLuqcv+iii7D33ntvjzbdeLCICuR6UmVsk+59SFKaoXdfzbUhsLa9/zOwncfFzruux+43vQlGSwsoZWapOueFqpRzPanw+p5zQz1vUdhGO/EOA6voXpt7s7imPD2HVJazJMe5YRXtX1i9+eQnPxknnXQSfvzjH+Ne97oXAOCLX/wi/u7v/g6nnnrq4i3YUWER5DUrpKHmyGLqn5WVpXPZqifmHUOLvFYyQDNwNhat4uxkYan8Hxr8dc9N46BC5fmOEwv61FzbH2FWwwuG70iB2bPv0ba2vQ+4GX7xv1fhv7/0A5z2kJf2qhIXb0//s6v1DKkxpX9d4eyh+aQi8FurSyne50g5s8wax7MyyxRtq90/9A7leOlPWt1zYYi4XU+E2wUVaKBU/EMmk76A/VxNv+dbIKp+nz4PbgZefox9mDTB00x1sF7evWafbRvvCxO9008/Hbvuuite8YpX4DnPeQ4AYP/998ff/M3f4OlPf/o2NWZHgFLXbWx6bAuS7OkE8cyTyZBsNDqtlKovZmbRXGzXNd96cpI+RwB7cxb2jxrCELteecFVCA3H48SMLK6TIb0FFbF61mOzCFGo6OrFHVlnY69BxYuzc1yUNxxBRSJ3OYdROhey80cIXXteDUkpZKuJUwFDcVZ9ThmcUkx58+2y+854zRdfiH99+QfxvrM+lj05gezNCYi9yLYjZ21JY5HtelD2w8q7iZ0QKG2Kun5r20NCvo3+boS4ojjl8AbnusybIpBC/BJeLYZuKAZqtR9rwBl7OjZe4mwtmVDo+gtCLe9TYaL02OK2pf8dmy/jCgAUKomlKZTf2PnyPJXj1Om2VZzm5L3sVgNDBPPr51CCkNzAWcqLjtFlbK5lhsepjBC7QY2SIXjmf+31Fo3PZViY6DnncMopp+CUU07BddddBwDYddddF61mxwSbekyBM5Ntu3lq2cFopJeZT1ExeUWQqVPX+56L7BrcBzpsIf6v597ka3JcGeB9S4jYSbZaKIOK6z03y1GlF6n2OYnY6wuOC5ECOcQgEDZdsxln/cVbcNFnKzZyLTH15MzsSG0zc2/2XK/Vr51amu49VUeVGc8qpD05l/cLD4uhT9DrBNJzUw0XDDiTlLcuzgTNhO2muk4SnSF4ctkQHw1tzZENLu8lNKE/QL1IXTjDFFLm6y3bO3fsroJtMrzsuuuuvzkEj6GPa+Jz1fMmu4epy1VcyqseZtRzvfLIWWqKXugpWwaL5mMNQZVp+8pU/usAVAs2+TSQJFE9qO0xVVSc3NdFv1H/N6s3pn5ee9Xpb2n3Qx6ac5w/9MgD8YA/ug8QCJ9//9dw3a82pfp7wmFq11b57H5iXwnrsFKGqDYr4782n+T7lRJYH+FZLERB1dWZY7Uxoo5rUh4w7K2Z7hv2B1B9OCdxdd5laXBIvWyYLXlv3Q/I/6uxrUWd/a+hiV1LitAN2e7SennsAdqSMwSv1BjlXL1l4opaG1dD8IA5Jb3f+q3fwqc+9SnsueeeuMtd7jJoQ/jGN76xWAt2ZOhVGygkpzlfuRaE24kcsbqPONlu/yTuZKxAl8h1biWU6k37X9XVRyw1V1fLpmATH0kgKcqE0sFIdMUzZgWr9yCkQZvnPL4CrMoEwOoiSt+jw5EvEkc3L+c9UCdLe/d/zL1wx/sejs/865diLk1vQhiAUuVYC5hPZWKGFxjJFCgwuA2Q10nTga5EOWTfK17ILJrMasxB+yBSyEK6z6EYw6sNshbVZm0OW8Kgr6G8pyrd2XM8pkLoSrRk+n0oQ46+llZUJ6296CTI4HpNNTPmewd6VjvhIHSgm43FSmxeJ5WeEbJQ1DOH49u2aoIY5iJ6D3/4w/Hzn/8ce+65Jx7xiEdslwfviFDoyXukNoFtVTMoDkyvlj5LwrNg7Xopb30/wTP/wwxHE+vMMpSGTNv5NAfXZ6Dm2JvqciFD7953rWAQegrNUl/Okoy0rcWm+gKw5z679zSuByigGY/RTlu86bnnYN3OS5Hg9YG1tVUzmhi15Mw0ZD3Xa/XzOR6zuowQgX7k1FHZs/3PclQaUQ/ZravP6B88vUSzL89mn/PLPPN/MJVZzzeexVQUxLNPahy6Pz0moQjHn6xKz+vZVkLludlkYVZT6Mnfq1OOzcrrWTSvj5AvgI7nInoveMEL4L3H3e52NzzpSU/CH/7hH/7mqTUZKmocp6W4ELJkwIPfIw/G4AEPSC5FvcwQc5w9Koeqx6L853pQbmz1t4SO73cwz8mqQz2oxZHFOfG4bJ1HgxDteojOLI0L3TRkyU2ZlxnJA1pxiCL9dQ3URberd3eI7+bsO6s+0+rOaiYQu8WHZ8mPuXKFTGr2FqdTzeWCRZnjnnAsHnXKQ4F//Md4Ys89sbJhpR85ATjwiFvijA8+By969Cvxo4v+JyePBsTpRPMkHamvVncqQ95naY+D4Gu0z7nyXYIvl8gCus/UDi1EZpkhxA8SHODVslo+zSeiWAXySulaMuTlhrRzi8C8yI3HQ5pzXbW3tQHra8IRStuKOQxTlrUFGj8oRqIznrh+vVwS/0caa+le5wOoBbQjS3nM/VuqdLOa08nccDXmEkBh36O8mk5Ebz5tcU097cgiacgS4dL2fk5YH4Pbo+emNo9YYGcZTmAhz1VIjQlxjeBdL8Hpn/vc53D7298ez3zmM7HffvvhxBNPxOc///n5n/TrAHqw11QZoQfhzRuyUFyLu66n2ECZ4v5MDCyxLNyVezmjUhIrJDPlaGK9s7Q9D6gsFEuWyGWbnlVt5sUhXSLqeVJWcyjK5K3YbGxapsSQOKsKmqFm7HMw4Gt2YzjuCcfi1H8+CTjrLOAZzwCe+UzgmGPwxXO/2vs8ALjyJ7/EVz/yDVx28eXdeiu24jIVVUDVpkem/MwUZZXxme4tGDx+pr7HZgqxKkFNOKTdjGBLL0pn7+05NxOop2ztPfvSedXaDUMA++qR+oLaetrDeyF8aT55l9WjWgrvaa/ur5k5a/l/Uc46ilQcWNJFtu1Zh7RYRvkEFESxdHITW1/Fh0AYcYUnyty8rp+AzwFzE7373ve+ePOb34zLLrsMZ511Fi655BLc7373w21ucxv83d/9HS6/vCfj+68TpEnKA9tppGmlO9krxMT/tbODlTyE8yT1HL5eblr6q0o7UMfMAWnCZ/47S1SIiVIp7QEoJLQAs1AksjMLD+xyMclyMBerKiAnks3phVRX9aUks8QduV/KRMKqnzVobtza85LNJJYLw5vUx+7nVBK8pz89EryXvQzvOOO9+NQ764zhIXc4EDfdfy9s3bQVr/nzN2HjrzYWz6gSvrQxMSpSqNlNMWmkx6qqp9j4A1C3XEH4uF5L/Pg45HGt+z5/H4OlGEkXUhVQjl2S83w8a9PP64Qn8JgJTCj0uxOqEp4eUyHjh44GIdVbY4xiKMKAKs/5Qsrjc9xP8s01w2Gfr/q7atPrED2rSYl4g80OvBBsxgckUh6gE0R7md9ZaisdVjTDLMsWMf4oGOHs+NZJQVa032UcaYbVECwcsrDLLrvgCU94Ap7whCfgRz/6Ed7ylrfgta99LU4//XQcd9xx+I//+I9Fq9yhoLPytgaFJAVSPJTEOAXE+CgKIHJRxakGJqsiYn36udm2x6oIuWzK8blUHKzZtMwZ5+N0lpBUDNbZy6pcQd2jzcGliHp5q4O3KyFbzi+WsfdY9WaPdErd9+Z9jaOtrpwuqkx1Tak2KRAOPvIAHP+EY7Dzbjurhzhz3IV1Oy/h2Effu0rw3vo3/1bauwD5/1dvORn/+8PL8JI/fFW30qQaK7LyM6RV0G1snVy2zidpnx1bKpIh18nADi8K+Ra5Plky4X0g9YHSu6Y4PafePfamEyIjDisMyeGF1ZpV9SZQ/q+p9Lkuou64QQ/BU/cVtn15nx71OZCYjLTp44J4aWJWkfx0We9yjlef5nFAR+KXvmXmWTMPwgDyO+v3Rx1Ij/cutIDY81piYqWY3V71JqWkFnVcwOWZwMYe6l9loRcnzAmrWlqI4bDDDsNzn/tcHHTQQXjOc56DD3/4w9tS3Y4LNdUEUBK/6+3ZeT9X3J6+b/s4O80F9bi82uC+HholfTRn7xhV1J2PvT1e9IHTsP4XlwP/+7+LP//MM4HnPrdL8DQYDv9vH/UKbLpmII/mLOeTnti67ZWhZZ5nra4u1PVLQkB7rku5Gf+r99QLVRNRLAqrdWjT9lI+NW8fL/jMmZ6vHd4+Er8cnO6qc1nDDZF2cMh7cxGb3qqJ3vnnn483v/nNeO973wvvPf7gD/6gmoj61wq0/cfuWc2jVZtA5qABiPNATmWSDPrG0M/X0FVb9jltFKAktugAACXq8QhP9aHHEUBeK6sTtDNLvFYaoVs2dhvInF5XPcqSY4tSjSqvweoLcPvT3tos1XFWaejMFKpfNVeuN9XvQPx2dz7mCLzw/c/E+vM/AzziEcCyciRZBDTB+9v3dAkWBdzqTgfh0ac9Ai//09fjip9eFc9r5KeRIDuXJImv40jTkc60wT9LVqKOtGEMmpCRkSRVm4tneVfWbTxJ4xivSEL6mN830XSSgaolR8AppxcApeQHFMca+pxXrE2xz3FlppRXG1NGAuyopqVr07gPPn1b17kG5yPTwv3atrnfAJR+BZRTkam2zLTpmXlE6jrvZTppj2xE9WZLJBKetuEBvC5nlva8C/Bw8PDSH0XqMeWw0iLjIW3+CMoEYs04q0lJthDR+/nPf46zzz4bZ599Nn70ox/hXve6F1796lfjD/7gD7DLLrss/PAdDvTAsQSwo+oMBeErFxfl8oltlftdRtSU1Sx9nlXFwOQPbJE8JfrGe62Sc+gMZk1M4nyuqxBaOBmsHiRenIwUG5QDmINOrYG6LfTz2ROMzMDWg7lqy9THmhhyHygk1+tsQKx2jtfufL8j8ML3/WUmeA96EPDS/jyXvbB+PXDIIXjHi94TCR66XDsFj5vstStuuv+eGK8bY2XrJDXWQ3RSVdV6kPsZcgYXOdHl/r1D4XGpCRSXrd1T9fIM5TM4fhCApNsLFL0zRdWmPDa5qU0iVgRR37PXJn87YgKo6YXPxMwpojqURaUkavwadjwMEDx1vgBtz+OyfN7aP6Whxk4H1KV455XzSiLuzoGcB9CiTElG5tnqvSs4pZbYobNB/4+Ehud1nMsAHGCj79gmJwRS2fdYvckqztjcrnNcPJ8ZZf1fM8YZD6ZusvhtDpib6B1//PH45Cc/iZvd7Gb4kz/5EzzxiU/EbW972/mf9OsCzCnyMVAiCWXkF2KnXcfFVZzy+mipOheUIRpIEw2dD1gSOnVNn3PMpclBKgj0r7Se9y4NnpIgKWlPxdiwrt27FL7gyOTVdEWAei2jS8nBxUnRSTatJx/K4yHVjEZwhVMC8nF2KY/f7I73vk2X4L3nPbjw/O/hx//1k56H6UblPm6nAd88/1342scugjgjKLjZLfbCL3+2Ad88/7t45gNfFO/WkhkTNGq7ai+WfoqQigECGE/G8clhB8q+R5W0ZQCXY6LGhE/bIzVTl+po1HWb9szlc9k2p/sOIj0yIcz5Oansh6Drrja/fBdD8Do2PLk2m+D15rhUW5GL1YS/SJtMGEKlQO5v/Y0kRCRJ/DbExrZLgyZy/B/d4660F/EWpbnKDmupSwDkRPLWsc3a9DSUHpxagnQd3KEdWeoe3obwXR9Ebzwe4z3veQ8e+tCHomlsJOlvCFiC13GDV5xWcY/yZmOumkL8MH0eXlYSqXFh+loC/YFZeBRpj+mfU/cV0p4rB4jMbSfqBevMElLlUdqLDi3WLmfTCun4vKy2KJFtN+8mv59VXwypN1F6vuqKgJz+LWRGBalLnvWWp2L9lz5fELzPfeBCvOSx/1jP7DWP/bbifbfrnrvgdV97Kd75kvfj3Nd8tMvhU4DzLqrEdLxWVerja9neZ0MsCiKo4+20Y4uFpPqUOtjhRSen5kOtdtXSno5HtdJeKkcchB6A6OSS3tssTMuET8Zy5/3Nf9tH/J8JHgzTNIuwae/N4ryZs3psaScW207nS6LG6s3iG2TJDlq9GUJSd7ryWzPeKfoaivFj7YeaT8DAMX+/klHXEICk2szzvPDSJocolgdhnj1IVJw6J2fuwtKbkxeZ1tqgPnD2HeaEuYner7tX5lxAJnu53osbOJVSnlIbSUA6MwUhYWW+1zwr7tEZoL12vcpxTdrLas5UmJyU7RA8cjknnpL0ohqDVZxZ2qvNhjK7QunCLDF6KDd+dnZHhuLiUO+HXmKYVcYdBCVbkG906JEH4Gb77wU89SzgdrcD3vMefPXT38ZL/visKk2IRGm2oV4InpLirrtmM1576lvx9Y//VyZ4RaJqrwhfYfRNfdEzbqzIUyGCrkFd4rNB0fqlbSYXrpuJk34+E1VuFxnbNSNPJjzpUCQ7IBM+p8ZrOg9kYiUMHV+X6WOIvowBRbQssbKETc/1WQSPBlbtsKCDzYHCI9OudiHOR94D3ueyupBSzes+l3byDcU8JwBO+kPjGEf6m8BIe/zamRmOzCxJ3k2x1SumOY4Z5YGpVJyoqTdFksx2f23ni5/T5Vet4IbrPWThNxk6E6AzISgPvETImNBRSh1F7HLdhoh0mIMKJPkHXUugJkoiRTCp+oA8QDuqTuHIFO6C2vO7pL22l8gzAtfDHJaHtrcVWRGSPp6lvdrg0q7IgTwm1MhgzoTUENbgkdOQQRG+PBmtM0sZq4XymDn2ALFvFOonIqBtsW7dCC9419OB//kf4OtfB449Flhawksf95r4La0H3ZBKqjOAvLibH3qHA3HAbfbD5977FXzuPV+JbTDIj8cLI0D9DCGAUUTKz7BITs63KFSMfMq7SJwQn+96JD2BEBLy8woRZ8kx3wMUhC+wSpQyEW2UDVG89RP10hlakIlpyaxBBjKX0WXlfPHSiuBZhxV5xwpRq53nfYeB6m6UxpcwHTbWzmfpzYVQOrUB+Rs4J5JdfL+0WE8bAJpm6bJtQaNRxCFtAI1srCKKeePM/CpxSerbkByVlJ09hw4kguRynF5QREps9ylXaAsPTxQlvSTtVSU96Gcopzp1rmSMy62qGZsBa0RPg5bm2pA9pxIRy/a8NOhSWfJAoVJCm9UULhFGQcghDbCQCBAHwScCF3gQRuLE8TYuICIA3qgkdC7ElE4uUQxK5ereWy7WFxym1GBKbVYtJI5rQk0kcgnGAEL05YRXuiJWP0h2dGTCN6FG6grkMQ0NpsFjGlJMTnAIIUk4FNsjAebK3qlVmU6ItnIIakmYCcd9qwO0lXT+W8cegX0Pvjlwh/tHB5Qzz8S3vvA9bLx2a0dKK0FJ70D2gGRgJJWk/Af+8X1xxD0Ow+c/8HWE0L/YjgOEAxaX7ECJYeo6sXSIYLyx3Oevk+5tM/GrCaxtW4Y5sP1P6mcC2OZ3bZHWi2yRPFRSX7vkfEEFoycxeGzzpqT6BMVUZfBx/CbiXEgcibuLtkHT9s47Ay4xoIV9t0+Ci93UZXiBUkLUUl4IET8ws5vOiYrYeRkH3F+uaTJT4n13PCSVphA80QpEYuEaD5om1XLbxr5vW/V+eayzJOpaB4xKHCLH6r9LjCIxIQyRKQnkMA0eExphhZqkuQFWSM31ZMuPczwRKl6P0yOlLXSYhBHgp6lbs/1/Qg0moSkI3lQxy5wqkULcEGKSDcYFUO8zL6wRPQtWbw7kwdxxRCGwt1sRSBy8cH/OeFqJMwuSRCj18POUdAfIB+VjK+1VxTuoe9T1goik+rTHlFVxBufQoPTkbBA6enZL8GzWBT6O+9JQnfva5b1Wc6o+0OfqoR7q20i/pm9EAd4B/+/lfwxs3Qr88IfRU/OAA/Di+5xcLopa8d6UMaCJol0Xzjn4xiMEwhv/+l+xfpd1cTgNeYMSdW1t2vYDKwFSRojafmTrlH2yvwXKY9OCCkUAktTGalAA2gEmL1Cr9pyIQT9fExtFXMDOqi7Z+dhTM9n45B1V/atJRWYJXj1pgarTSna2HykTk7Iett/H+0RToJiimp1O7md1jVJpWvufcxT7n1XY3J5KX5fOcF11pvSNBrJ75qpz1pQgaswIOiUhS2Vtwg/xuscIQdn1WtQc3CD1ZY9PIJs+CjxRs09C4YI5Ybah4v8SWLVFcU2pNYECSWRPKsOB1xLE6mcBxcTrfDw7GFFeEyIGrgN5YKAcDK4Y0GWdrH6MxznEwObZlITSJo+eBu3AwnXrFEXx1fO+cEVW72E9We07a8kvVZb3CkFpJuW4P/lt7L3fHsAjHxmRzW//Ni785Dex4fKr47NYtWQhIaTapu876PYH4E3feCkOPfIAkHPYsnlFbDRV0ITFPCOeU0iQ+6ZYZ80X13IhjSioOy4tKCefAgoGL4/7TlozI2lU77eEi7+TJSK6TbZttTZWoMoA2fbotujrPQSvU8a2tao2dqVa044v5bjU/eauyix1nFnssWiU+D+6e7tVytV4i4JBTukJge7i0aXnZbbjF0RSnyvifEtGubMSi3mHRSQ8hjVJT0MR+xLy5AYgqjIiUNvKpKe2FT02X4sOBJFbjra9VG/bAjRKkyQ/r+OdqNQQVd11UnVShcOJPFoW7yI3mC5qG1n6r3Xp09CgaSgHibps25sAgGvB+rHakkJFoKkikIUUmQY7gQc1INJdhajpdy7tFHzNOLGofs3IOKqn/79nHA9cdBHw0Y8C//7vwG/9Ft58z7+GY9tTH3HSXLq9pI5/8bMN+M/PfQe/+PnVHeKpQwVKm56S8nQZJjJyqlSvljbGeK3M8wggZPU8kLL1KyzRsV+2iFKhz88v2qXO5RUckvTINps0T5xz0nbXBpDEDXp0bXpdpqdjn0z2OdGo8LQ0r9Cr0iziaPvUnBUirSW8QqpKqk3SOTHZltl0iZvP0ptDUzLNQMngNIqZ8YRkt4Brmox7mMFoW2DUyDwQKVDmSvYNEFun8hVgXEBJZUgyl1yaPlmL08JhxWh0JkntGVWhTbTduWyXa1227emgdfkUlO/VfgVtYBUnUI3R0++ktQlzwBrR02DVGMqmlznakJCoChbVnnRMFF3S2yd1UOHeHUKyPeWtQ9gIha0PIU1wtu2J8RnZgy7dykiDMu0DgIJosC48D67SXXhCTR6sYJteNGLrdbEAwKo2Wb8vtjshqnnj5xKlvIIEOG3TM8Q+O7HoayR2UEfZplcmXo7bCSc/CPsfug/wltfERh91FL784W/gh//1k469ZRBsaAqAQ25/S1yzYRM2XHENzjr1HZnDV9BxuNDn2VOvbXO9TUJk+pmAxH52bIxAZLYAQb6EJiNiQQqKcOkwKpEYW8ScrcrTtGbza1tQ06hcs8nVneeKC9FOx85baZxGZtBlm14KaI82vTRglfdnbFt2xrKcfZXTb5kwaiKFfI7r7iN26biaoCIRGuKx1bYFTnCjceyrwqYXbXLaTtcZD0VgurYtN9IW8lNgGpkX10ZGmyg6sriGYps0cxh69mr+u0SrXeJXdJ5PCtG+Fu3zI/HSnCgi2KIkfukjY0rR9u+JIlF0fA3CFAPINn/rzKI8N4Oy5wnBC4DWWs21kHSCNaKnoQ1ZLdaGclKkwS0cnV4uhCirI2SipcGZEARan5CEIp7CVSETvopEI4RNE0WW9oBsvwNLevlYQCMNRTwCojNLQFu6CzPxS5OOiZ/2wgJKKY9VFzwJ2NY3NYbqnFooGagpD+j8zk7eszTEl4wCS83szKKRE6U+/r0nHoOTXvIY4Iwz4vbCFwKHHIL3/793dewtM/NWNpFLj5JMVEme9san4H+++zO87KQ3GmTHdpkZXGiS2hwTskZJAooAMrgqESwamexL7MiC2JE1lR+D8v6k4LMkqaS/2vPJObDlV+aAmgeaC5eh04ZIyFL9lBy+XJpH4uAi/cN9gbkMMrW4u2qy6GDK9RE7XV47u+m9xgdGpe04I4ux1Rbgue+yBzCQ+oucnCNt11P4Kjux8J77PzHHilhoh7DIVJMwngiIdDZJVHp1hJiE3ok9j3EFO6pxjs4mMc/T0KDxAa3zQADGPi8oyypMzRhPEv6wjizWc9M64xRq2jlgjehp0MQotFnSS1wce3Bmt2Qn3FvOq8cEL6o5KXlaOZYcQ0jqnhAlkzbAtT5LLCEPxux+D/HeZGlPpEgHECjiq3S9Fq8rqJzrSs/Q0pdHg8YRPHl4I+kxRAeXUPwHMvcWOcHouTkNDSbkMSGPadpaYkkvcnBBEbz4vk4ROD05LfHTW5r4bUIEbRAksDT2ePIZjwZe8xrg9NMjwTv9dLzh2e/ERZ/7bvw2TVO1n9XHSOLSnY9OSgBe9Ph/wnVXb4nEqanc37juuaJOfjYj2PSMQCUBZDA2u2rtLjmXKD0gj82ZkBi2XJdKaQVkKZCJPxLBbgPIBTidicO5SOQSUpfVQ9osDcc6sjqvw3iQGtBWn1kDJsqa2GkGVurKx71pB2158diM+IHUFlWQPo0pE7KgJb2aWKKJnWbCJISEUr3JpMJbiAw1Rk18b8Yp5CN+YW2RnkNqLjGOcayhDmncuXjchuyJvYIGY2rjfzRYSedDIljTEJm24AjsvempAQKipCd8VCZ6E2qiB3loCu/uljcj6TnFHMPggXlhjegpYO6JVZsceychCqzSBNDJviETOE5Mmk4j4QOAySQOZHYzDk1Wc4aYssxNCa4tPyKxZNO6LkEDwJoxRw7kKV83ZfMNmnDEQciDK+rjCT7EUIXGRQ557FrhrpPCChNqinRDfI0lvGmqb0IeK2GEaWiw0o7ygCaHELwMZj2gXUDuB+LjzAx4vtYS3DRxuoGPlVqzbYHpFLvdbDcsrR8D//EfwHHHAaefjjc+5xy899UfywSPid4sKS9+aADAoUfeEo98ygPwj6e+A5dduiHeOxpVY/FkbPVB0B8nPYMoZS9hLz01q+ep2yWvx2RfFgI4QDTKNQW1VNSicCRIhJTVoC61wQEpc4jLnoUs9QWIXUvkODH6ac9P121iIenNZulF6uc2aJucPGcGobOSntjzNcELmfgAMpaY8OX2N6X0VvkGBbFzLjNPbeovz2O1FaYabQvXtvHatI3XQ8j4JGW/kTnVKCaxIIQuSYdOrkUtZVZvrlCDrWGMJd9iQiO1NVhOc3ySvmcDio5xjD6dx8hnRmhCuW+mKWRBGOPQCGM8bT1C8AWOiFqdkoivEb1tAe2FxSpNIKs12THAN5HgJYM1EeW4nMRhx7pakfRAFAdokkRcEyUTdpYRG19NBZEYdCZogjWUptEl+whP62jXg2SyAKDUA05UiG2y5U3Jwwef9PA+Ej9PaB0jLMj7xe7JA1evhcX2wACXBrByXqEclN5W1BbWSUWrLopjZd9jaRms7klxU6yG3nnnpfx9d9sNAPDhN32mJHiMYGoZU/TYULD7TXfDvgfdHEs7r8dkukXuE+RloFdtSpRVlLV4vCYRDW3DM7a7jn1IS4jJoSpqBkIV4YpzjNRbkQoNEYxqyKgGpRaZ8LHNK70C2/8yt5YkvkDRQsznWRpM0mPOvODKDMc223ENtP3NSnpQmgFLGPW9QMYFVPFY5fdsQw4jKZgoZU/1Lpo5lPTW6VNtV258eYw45qlpElH0sSMCJ8FQjLR6X20KiHglMj1iQlBzi1jqK/Za0hshwGMFTXJoaUQCDKzNCRzDG8QpLpAXyY9NJToMgX0I2ATCqk3GD4HNH70OLJkpnhfWQhZqoANN5Zz5P0sNNgtkYtnzPcc9UBjy1YDoXLd1qf9D+e06MXkmxqZvHS2dn7M/ezoy4bNtHHr3Wf2SENSee++G573jaXGNvG9/G9h559i2aQVzDhE8Pu8d9to7Es7//ML38cyH/wM2XbulvG8uaVE/V0mGFQeYajtsm4fKzNOmvmcOjfE0fguPUZ17cl7oszNaScsez6qzB5ydx7Puq56r4Ifqw3pCSuS6y5s+N1inVm339PXAJ+gwwGbu9eILBUNr57HtPpbTOMCbcioLlGHaLM6hgfathSxsK7A3FiBqsrxUSOJKOdsCc/Vsr1OqCde2Uc3DLHlSRVDTRDuQ5sZISXlig3CZO0ucl/MAGD9oDk15i0cB0MGB8kARXVIE8QZNW3YZ9hg5j2kgeDQYu4AJeYyBQtqLwenJuSVxcDoNGXN+PJiFgws147Ti3oLm4EpuruToWNWpuVhEe56yyd5kt/X4uw88EwfuEoBjjgHGY+AFL8C3vvh9rKy0WaWp8mX2SmNJ6thtr13wus89D29/2Yfw4bd9Ia+ioeKtiti7YmxZpknZqQJLbAm0h2ayrxQITqQ/5DIWfIj9VpP4asmnG2ZEosSZQyKaJMmYNgBR8+Gc2P+c91m6SpJc6UZPScWf3jdJfezhiTbNI1BJiLWadBbU1JkL2uzkv/RHkvD4OGmEsgd3yF6b3ok6k0GkPJVqrPMuXjFdOkSGk3lL3V7GLIWoPUIYgZJHOFrlGU7Jo5nnS5pv2lmu0LDwaye8Q0QyZ1t4rFCDMTUI8IV6c2KJF0FCnaZJtT32bbb5KSIn3t0JV0xZE6TseZ019Ez7RQs0J6wRPQ1ajaFtepRVGC4hSnFzT8iD1ZsSj0UEh5iLT5YEAXJ6M+8llZFrE1EhSvrqrOYUY7ykGYOoOAmG8Ml1l8qQkqKSRMGDJm1s0yOfVJwUxC3ZE8X4vETwovtxTkPWkpLiCvVm1M9PQumKzAO5cGJh3T9B7Ax6MGsP1nysYxsjApJQhWSP/f2TfgcH7rsLcNRRwHQKfPaz+Fm7Hi99wqtKu4tPx3OELFx7zVb88wvei6996ttpDbmggor98P1DBNV6HnG9WvWJrE4WQghAVKAWWK8tjjesQg3Z3qTtTunZHTVo0CnRbDxgnh/xOyYHLuVuH701YwgPeUQkrZE+UXZuKVSamlNLhJCvzQJFuKqqTO7DQr1pVJlSRhFB5aSGFC8nfZHMHcxMObs8kIrTi57X5j3Ee5MZgTRfWRlHPFZzCjLicIlE+MQfQWL4CG7E6lxXMJCCA5hosANLYrgpnWspO6ZxyrEVasRTk704p8kOF19FO7LEFRYmoVHem1kaZLXoNOTlxmxQOrdFbP7IjHERjjEnrBE9DQlh8sAnidNLnOloXBA88fpTcTmOJUKiJGi1yanF2PVGPDiRjc8tFdKN9ryyBA8O0d8BiuCl/2Dc0PGCQyk9hUSAki7dBYJ3DXyS9hpHGAEF4QOAxnD8ecXjLN21qc5p8JimBNRC+IIxUCfC56qTUZ3TUl9L2TutTYSvDZHTBfDYv3oocP75wMUXA1/5CnDwwTjt1k/HLy+/Fm48KgmetqdUkOqhR+yP/Q68Kb74sW/hMx/4z3iyJtExN76oipORLDNZTIyYENlsH05JIZoYMjBR5IGR7pGxWW1CSWSEiRAJ0BBBIEp4HBPIsamckEEqdsleFxEqOZ+9O7m/iLI3MhARviaAC6o4nTCriuBpiY738xI6pPdkW3HKu0vKgYW3aO/35Tf07L2Zv4Xp/GI8kSpLLvVNQzH/ZmiAJjEu06k407jAji0hO8Bx6IKeP5QdVrTkRwVeAHhJqFac0qIzy9hpSS95aUsMbiMxvGzfm4YG8MAYAROW9IzaU0t5UyoZ44wjAPHu1oRO2j2/qLdG9DRQyIinCD4HxB05DWhRZTQp2S47Q5ADkMIUkIhQ4socJXUYh0NQlAAppLgqQ+h0LIpjpEEZlzkgE77UfPHeBNSF9ApGHRBVGGkFhOTEwurNkU+D1KMgfN7FpNMaJJ9m4uiYe2MDtfba5OwKQQ9kAtibVBM+SH/07Sl76imv28c/+6HAygrwD/8ArFsH3OpWOPd1n4gEr2kid8DfU6uSarYt5/DgPzwatz7ylvjSed82tpwK0etxZIEhKtXz2s09KKmmVl5LmfYaE6oWeWA0DqVXk75PBUsHylliFOJ26ZlaDerQQJxe2GlLeWdGQpYcWZgra5C9O73P3JzLkpxjNaeS7MgnCSTtpek2CYB1Xgm5v3Lf5nlNlrB11J6K2KmVVSRcwDmgWSqkvA4TlcYZsVOKljJTGRJnKmekQl7JxQmhY0cfYmeZNuOTyEAHkDDQOYGDmA7MPGNNkTjNUd7rFVcioWuzE0uIHtkT5YTi4SQgfRo8JNeqB68XUdj6MmOswhQUYyzaoLQVGas0Me+O6l5YI3oKaDIFuZV43LbKIzPZfJaWykGtvTeVWpNGI7jpNMbPtEkltLICmlJExkCc3MsjkHPwzkU11siDRjH8IHpeRvRBzkVGmd2Jm8Q4ewDMFLr4Xxj79NPx3oSSpKbAynQEjuUK5BCanJ1lyU/TQCaMfIupC8UKCwxlNhePlUToVtSkWGkbrExHWJ42mE4btK1HmHpg6uGmDm4awxH8xMWwhCngOxvBTwh+EuAmAW7Sxm1lCjeZAssroMkE9/nduwCvfz3w4Q8DH/gAcNOb4kNv+mz8fo2HG7Gklzhw70vkmRCWbzxCG/D6Mz+E9evHCKOKVKVhiOj1Qc3OxNVZ6WToWAN7Y45IECGXrzpgGC7ZafuVPCuUZRURiEg2psiilZVMAHiesDo/IXQ3GiVpJiN3Z21ehuhxj9qerfa0ts9pk4V+l4oUF28t+yu+s0pJyOpNAG40imNpPIZbGgOjURxjowbUePl+xMyyjuXl+kWNraQ777OLYUCU8JI91oUQpWWf1rlcXo7lVmJ/uqYBJlM476PlxY3gm5QwPGl/yBNC4+KiB14eA+ccnCd4OAQQnPNYnoywcbqE69r1uEmzFUAMOdgc1mFzWMKWsISt7Qibp0uSXNo5iiune48RBYxcixF5wR1a0ltpR5iSx3I7wqRtsNw2WJk2mLYe7TTiCJo6uKmDnzBecAo/UHyPyfyS3pr3pgY98YjEHicqHG3IBjIHmMoXE0wZvGE4O5tclsRQzQUy8dLqTFLHcs2WR/ccVcrzngmed1RuIBmk3qW4Pe4mF2STe1Nsn1eEkevqeXSnvdzWzrsX19Wd3uW+EycSj6V1Y2DDBmCffYCHPATvetl/4NLv/9x8x1BIBKIKigVw0GF74w0fPhUHHbY3QhuweVNELrpcoUJK98neHvdt+j5+Va5zqLy+pxhvpkzN7b5aPqitQiRUWUs4iyxFyWOxiDvTBE8kIEXwtLStmQY9T7w5Htr4XnYsc/Yat8cVjkzVtgC53Toul/GDtqGpb1ao27TUOYeNUa8L6arfP5TfmaFYAUT1peCPHmbMzjE5TzL3GxfQIMgqCt4FNC6oTE1lIgs5r/EISryiQdcDMCNPgp+kfRY/gPHi/IzmGtGzYOwnOilvza288NzjCQaoScjeVjMkAB7oAApX4vS/LNuzN8B1dNyQq8y+KzY+x2Ddj3mz5fQqDfpa3yvUTli3an3dGWTfXfQzdBIpf+sL3xOCWIBBrlra++Xl1+BbX/sxrrri2uK7kc9OBnxM3nXrqx3r5w6Mh6I+u+nnMNRCHRTC5v/F+O0QiRnu9bUxr//r5Y4Km1jIDIaeW32rjfN9Gmw5S7BrZTVjo++RNmpik9tVl4RLSU/e26s+tgRXg8UJte+u+peYAbafo3ZfH04RXMLvXC9WwIwyeoUVnXYwP7LbFnZkk2P135aL9brcbPbyNrCtYQtr6k0NIRmYgOTkkNRZXjutJC6R7XpO2SdSHa7xoMT1xkVdU848tg+0LVzbFCmzxK2bkyZz2ELyUsr2ulQfE0alky+kwvRKdkA4dZ8L0bYWQmyvDilgT07Wy48ACTLVHB0P1py3kx1jsvtx9t5Mx+K8kga0dmZR9kYdjF66KJMKrqXCnrf7XrvgZvvvaV5aIfxGORokpoQUIjr4tvviV7/ciGs2bMI/Pv/9cr8gF0Yi1sGCr9fSkMUC/ecrkiKpsITCM82o/UqboHoGESCZXRohAtVWFPk7OUxCq/jSORUUHwNjAAl/IIpzI6TVw9mZxftkk4rlxLuTHIAAXtXd6T7k+vQ7S25V8wbay1POqcWfLbGqETutsSkIpQpZYtUmS2Q+2oadxgMV+520v/AQBjrjge10TPCYEWsQPTg9Cd6JttUgjJx4h7M3J0Ucou16RRC3eHISJMuJz3Mu4odYpiW20zcSXrDCyac53IDUqgiI+CGk+ewdIcBjGoBRCoPRjDXb9Gw4U5FzU1Iyug5+0OFM88KapKdBc6aAcGYdlYzL3LOobgoVm8tlE2ItUpZ1pBOCOHEAdUTfIQSV89D3d1+vdj9zUoFUVnMJM8iSHA9wnWGlSvBQSorshtxZQ6/2boB5tzI0QZYQ4j4zGxHh+Wc/FbjsMuDd7wb23RcAsLx1UnLY9psx0vIez37FH+LJz/rdfgmrb+Prs8rVNiupmetaohQCPfQsGZv2OfX3ZoQt673ZMW7bqFWYSoUokk+S9rTqr1ApF2o+VdaqZLVtbV51sRkPQtx0HXwutSO3U0mkWrorCF7IfexV3zhffK+5x40qQz3lSX9LQH2j3Of5XVWyaTVnxBua8YCC2tzjjWTu8zJhStJDGWBe0/AwDpBj6pH0jKaJHd6q64Pq/0CJF+aAG5XonX/++fi93/s97L///nDO4dxzzy2uExGe//znY7/99sNOO+2EBz7wgfjhD39YlNmwYQMe+9jHYrfddsMee+yBJz3pSdi4cePqGpSSyXJaseyG7HO6quTmXgSc8jXt3ZnKaqO+xPIVCWPj5NPZ0TlXXjFYFWejc1GWIQjInlmUj6t56tL57L3pkntyTvjKufCm6jik+Du9ySoKyWNLS3k2gazgpCTdlaspuPI97CZ5ODndVem9ebN9dsft73kYcPLJwHXXAe9+N372o8vxg4t+kr+BfLPkwMLfLCGrF/3FO/H6v/tw/p56865+XJSJTgd2ywixcl7nW+SNz9stSRHk095snft0W2Wsms2cd7wUjjijpLHsG/P+aS4UdZVjnNpQHEtQt2yZEPLcI851y9KLnS+d+VOei+EELPm0ogUoyvCztOejJI8O+f7kuEK6LpbwVN/luE/V7/wtkiMKNS5uFUaZGhexcbpelG1cHqtSr0p5ljw4SfWxjgHm0B7MwAVOz0FN9JCXG1vRoQqMF0w4ksYfglN0UmlSW4hq0iKGl2y4gsIT5h0KnDcn3KhEb9OmTbjTne6E1772tdXrL3vZy/DqV78ar3/96/GVr3wFu+yyCx784Adj69atUuaxj30svv3tb+O8887Dhz70IZx//vk46aSTVtWeKH0k4tOogcmDWiQ9pwZ4hWs3xwUHrVSckuBaqSSyA4P6uETqGAUn1gltMAOhiHnr3OeUetNVpb2pXmoI5bIfch2uo6bgQS8hCpS4ueBBwQuhk/eE4URrkiDvY1S8GPk59+bSuqR/++UvgQc8ADjsMJz+/70Sk0kr30Enl2aO/JDb7YdTXnwCRuMRfnbpr7DxuuUuN64dMgYkfEFeZmMkVj2fiGHxDCYsfdKabQ8TVSaAvnZPj6TR8y4uOXA43ZaCCLo8J6Rs9nAVyUhJSXrhVZG4hKDwMSd2VoQwETIK6n8ikPZcEW4USOrU9QmhTMcyH02bi3UzWSpuckKDAk9YKa8gUlD9m8eDjAsmfuy5qcqKtCdENGcTKu2p3J/87nyOFENdJ36w+CGVCWkllpxpKRI/WSTaqDf1WpltyBIgB5/r/0zwGG+Uqs2yPRA8lpnk1ao3b1Sb3vHHH4/jjz++eo2I8KpXvQrPe97z8PCHPxwA8La3vQ377LMPzj33XDzmMY/Bd7/7XXzsYx/D1772Ndz1rncFAJx11ll4yEMegpe//OXYf//9F24ThRx8W6yxplNVWSSidPDxvnivI4q2PEYKskyImpAyKJEmJiN5rdrjtECQAck2vVhffKxLhy6fUi+WyhgCkpuQsyF0HFqcUUuoVy3UGBU1Z1dXz212WXVhJpsmdNa2B2vPUyqxB//hvWKjplNp3xWXboA4afSol2669+645cE3x9JOY0w2rQyOD371uI6c6l6tmloUeOWAtltvvG7+h/mqFVvvUF19deo0WED5rlwHpbEfou2atG1PCEc6hyAJqjm1lqy+DsQPKm0zjdGJuOdBbhU1ZmGz4zLp2Mbq9a42ARREXpyjHDMshvGVblLjrQ9EjYlOWWK6puqRtfXYdMLvptTAnALOmkAYvwCunHfIx5TwTmGTh8sqTZj5zupIZFMJn/dwAGdpUeelrCqfCV6ZkL4PL1TNOzPgRpX0huCSSy7B5Zdfjgc+8IFybvfdd8c97nEPXHDBBQCACy64AHvssYcQPAB44AMfCO89vvKVr/TWvby8jGuvvbbYBNj7jDlXHsRg4qcGZA8S7Up+ijsHykkFQPLk5VHTS6QKAqDK2I9enLPl9PliIKIY5FRc851BWyV4SrdvUwrxubgv26b3dUmPzORkYhf3Bx62Dx715w+O6+ZdcAFw17ti0zWbEVoqbKv83cg77HnzXQHv8PUv/hCnnvgv2MQEryKpyfBg5KSOheBxuXnGhR1HQKfe3vLWU7CvTpY8ZrVJ12ntUVaiRJoHgBrXJaLPtj2SMc7H4ubPEhZLZzosomPzDottcVCWBE/b6u2zKxJph+AlxrfXm9v0aRlaAznXIYD626vxwzxhwVTrsA1NXPXCsjbURaQ9Pa+4X9PjOrjGyf9YZWm/A4BWaYDI4IPY/Qo3oM5Ma9D1lAvHqrIGfzn1HoukIdthid7ll18OANhnn32K8/vss49cu/zyy7H33nsX10ejEfbaay8pU4MzzzwTu+++u2wHHHAAgDwOKVChQpBFIGVpD5fVFqKWMKoN57KHJ9s98gOS2oQKFQsboYXIsV0vlEg/qzKN2tPq6Qkd9abdE6sckYkUZ05hnXy21+XsKqLelGMvNj1S5znbiywGScipxwjJhuAq75Het6OSSRNb2/OIcLujDo7Oi6eeCpx0EvDnf453vPQDYj8RhiV9t91vehP884dOxXGPultGOI2LW40wNJVNE0W2u3gfkZtRX2kCWWxaXWnqLlSfaqx11Gc2BMGOTavu7DBmVnVbOa9tf86Vdj8e62zn0pK1Ugtm9Vtbjn/JFdlm4teqPSNwfTy06dyYam5pO6DOsVtVZTJClX7yeTkxswaj9trMfQil0vZFGIL+9lm1jfy9HLKa2qGot7TbKhMLkN8npSOL+CTIPIqmgIwjXDHPIj6AwRfWptfCQS8cy6YNxh8813WmJ1ZjZoc4n7d0Pd6bszURGE9EHAGdhN7gsUUlvf+TIQvPec5zcOqpp8r/a6+9NhI+78ELdmmVZjxhkI0ehGpik0s2Ju8giWW5HmJkQCVXKxOQ/8fBSOSMdIeurps/NqFQa7p0jlzm5KSc2pjxC8GDHKENMUNMoLjKdXBxPw0+uhyLRyfgXRBiF8/lbC6aa2MJslxZoX+rqS5cwbFmex4jTO8TUp1MgKOPxnTa4n3/dF7MlMGIWUk/1/xqM9749x/BBZ/9XlWlpIGcQxEfyKCROhS3XqvHLn4qDBDFyc3frOc+LsP3VttT3IeOljB+uno6r+J9+H4Gy0WbEAjixZGVBOLIRdUm+8NzRZQSsDsCoQWbC1j9GDn2Ns+79FdUplrVWQMr3QHS1iL8IJXtVWUqaVZ7XpfhCYnA6/HllY2OmyQEjzUNVD4L+Ro5pH7k8y7NY8W4qWexTZFDoqiYG4nQUdYkxb0r5po2l1gcE6uJTC0vEs37YOz4LMF5QPCHA+DlGuOO3DdaFSoMOGUHFuiV0tW+Y8+bNR8U7LBEb9/kbn7FFVdgv/32k/NXXHEF7nznO0uZK6+8srhvOp1iw4YNcn8N1q1bh3Xr1nUvKFVBN7uDQYquR3VEjFDUQPdx4ke7h4uTWLlqyyAFBKkDCbGR6wxMKj5+jHJiAqYJHzTBY8a1Q2SyHl0IHeviazr59MoxFqdL8Ar1KLSePkl5SnVRm3yW8HWJoGEWgPI4wfe+dnGJoBJHfOgRt8DND9gLX/7M93DeB/4ze8dZlZSBvmtOX9cEb6CusgJXJWyduzXRDGV7ep+kaI1AGp8A6nkrqwTb1MOE3vtM+JRti+1NzrMdLz2PlzGUVRnSygu8fA4Q7XzOlbY75QAGbylwF3oJnq5TqzK5HFAQu7hT/aFteVrVmO7T8Z5FP9YYoUo/M8ETFSifcxRpviF8ziU7mvdAWszWBUv4IL4Ccd441OZbjfF0qQGiouS53gkkL00YQZ9LeMORQy0NmcUb+lOUZpiybTUV57yww6o3DznkEOy777741Kc+JeeuvfZafOUrX8HRRx8NADj66KNx9dVX48ILL5Qyn/70pxFCwD3ucY/FH+rVQC8cH1QaIuP5ZzmvmvpI38vxTMSSnpL4bFxNtt2ROu4O1u496B3M9nrWCmXPTW1Y7tPJa0+sznlN+CzBAz9bTT6Y/xVCKMRO1BkkHmncP93vab+jw0P+6Gj8wZOPUcmmkQlezZY3YyN9r5YmE6PKW69q0ajEOvXOKFeoy9Q2z7i0W1VFb+vp9SbN4zs7dSgpSas8gUxwtI3P2NoKm1soj4e30KlP2+3mIXjOu7LtPhMc0QLVpC/5/t1vMTQWSoKnxw1yn/tUpvgOuU8LB7kCpyAdl/iiijPAxw6i3mRVZbLjtT3OavmxfFzigS5OyDiH3RhIPTsTPQeLt6pEe064USW9jRs34kc/+pH8v+SSS3DRRRdhr732woEHHohnPOMZOOOMM3DrW98ahxxyCE4//XTsv//+eMQjHgEAuN3tbofjjjsOT37yk/H6178ek8kET3va0/CYxzxmVZ6bhcs1u2fni3mAFuEMPn5pzsCQ/lOT1JyNB1ou20imdLbrFYvKcqwe26saRQgCgFRNkUg6DRZRWSH9J1MOyAMn2Qhz7EtWLTgfkiklHntS2dKVyFAzWssEKWyEXa8szr7SIcRAxx6ZCZ4idszBcp+xLab8moKs4D38uEFwHq990Qewftf1YneTGCn+xnqvoU99onNQK+TVuT12VPdakq6crZ6lP7isJkfqC0Fy1G0D6fuUGpQzvNS8Hw3Sp6ROEPWnS/fyXuritrKnspN5E8dhCwSfMhTFVRmoBRBaoPDm9BBPBO/T+nv5mbrFndYbL1N5HyPdyTJhAOZVZRYObEWoSH5PjtEln8eSaA9Uv7J9NrevfJO8ygIKiVE8ZX1ao88FJW168RcgP43t5tXrKeIflnodNR0ip4kgUV59gZSdLM/jHK4QwGELMfOSVk06RwgghODhXSikPVZN1yQ9CZvqqDdRMMYFoTP2x3nhRiV6X//613HsscfKf7azPf7xj8fZZ5+N0047DZs2bcJJJ52Eq6++Gve5z33wsY99DOvXr5d73vnOd+JpT3saHvCAB8B7jxNOOAGvfvWrV9cgo9IscgxWYqIKzrsoi6iLLrjhZN/gY5pqMQu8cGNG7BbxJxxA2dbHuncmdMKppWYQHxccnOL0ACOJ6UGepT0ve1f1ls9qja7kp7k5qOdkbi5zdTUJ1XKimWvNfUc1SS8RH+ccDrrtfnju65+AF/3523HpJb/E5k0r4hyiVUmFSqlTXeWk7QfNrVeAVVT2HIComup7hlJtDqpAK/fJMj5yrlKuR2NIqmzVO07bDUXqSGr8NH8oqfhdCFGVqdRgHNLgfF60VtYOTKpTIWp9YFdESOe66ccMUZQXy0ROCJ4mdtyWNI8HpbyeEKY49J18MILrpjnl4hqnAAmPQMaVzfWrpdA4Ncq5oRlEiWtNa+XZuafnWDahZIkuxuV55bnpFZ7IuAJgYha/N9v2oK7lT2G9NhmXMcPfxQ/dsAUCLUD1blSid8wxx6Ca4DWBcw4vfOEL8cIXvrC3zF577YVzzjln+zSIc2Wm44KQKRVQZ5AjI7NIZEjKOlJl2QjP90l29iCDMsfVkAxMttfFB6EkeKSJm2QxBNvzCCjtepVBzkSpo5tXg5WdWqw/BlDq+DtqUqPeFEIXO62qpsjqWp6kKAmdOLVQ5uRrVC99pw2/uA7f+8+f4Fe/3Ji/KSMmhaBkLnqXOXG2R80TH6bUUx0gRfCcPp3GjS+fMZMAGrtevq9bftBRBigJYc2uR8rxxV5jwse2a584dPLp24VMMNKyOHCUpL34IhTyvGNCK7apGhHUUp0mijburnBUMd/PSnfpWNSYum5N8LRHd4cAOVM312P+Q81T057IOCl84imiE+TzjnGLU23heD2r4pX3R4VwUCJKXXyizR+FKtPuDXOrCV9h1nA5Tk9/CQmVAhSOcNKezobyf8EMzwk7rE3vRgXLXfZxmz0cfe95KO5RwxDhF0MtLfRh52Z8amINkLnxOaEWf1PXpC1W75wPr54+6PD9seueO+O6qzfjlc/+N2y8dku8UPkGnWZpqX97gFPbHDCzm3qG5JAzzlxQe2dRtW2H/qjVYePramDzcerzOgavBh3VdwItbvWtMDGrP+31Pm1B33/NAA08yi6ptQgwDun1+LWnDXFhm94Q2Hm9CKqaG4aI2wIZWdaIXg1qE6sGA8RqIRiYWNuMxGY+e/u8g147L5+rPG47PW8eeO4bn4w/fd4j5ip7gzRrgWestj0zQxlubKghJ72s0aKElW1bQzC0ZBJDH2G8vvqTzB7X/xicuZ5e7byLc7uZ0bgbZF67AcZggXGzw4Ys3FhARFkas15dSdVGjopzQCmRZcMVyklDxnXaTFZSXGJngLKThP7wQ1yiKifOLA5ZF0rlPc5RZ6stBqvLx9dLS4mwms51FDfc/PmgeCducE8FWt1UgTOe+M+4esOm+jcJqVN4n5xJyGEm18jldJfIfcn5qNMJFSSX6xt4Xm0cGfxcvV+rgrmM7oMaaFVgMW4ri6LW2qjrsRlQgK4po8/2yao9q2YcsvHp8xwzyPZCVsuSfYcYSkSBVCovirZHNj9warUQ0urlrqyjZ3N2QorOENUxwCaR2Iao1pTjpIqU7x7U99B2SwtpfvSq3Dvlzd6AXiiWF4PVeEHfJlW5vBCsDlmwXaDLc9MZ3622vX2wRvQ0qJW1HSnjejypyimEoucgTyx2F7bB52nyFAlsOfanYx+A7EkNABnAiqChcs0SRtJN1AF8Tg+4/Cqa4DEB9KgMYC6fEH0gJ/foLdaf3llZokkR8/I9SPqAPClnANdxFHDOZWR0pzsBRx8NbCBc+oPL4MZjYDSS70GekVKylaQ9d0CNYbUEDlD/qSSYTIAs6a8RJgl6D8w46YuG2A0Ruj6iVyN4QwTdMm78rJpdzNanVg8ndX9hl9NhA9amZj0lLYhD2AwMl5hWIbAqXrDoRGljmvPsSeq8EL747iXhy+M34ge7qLH0u/6YqVqx0/WMBVB0ZiLNNal+LpIyyJb9AigQ3LiCU7g7CzwCmXvluRKnRBSViV3jQkHomPBpJtk5SlO0ThD1f59wQKyDL1LZfxo/oDwms58H1oieBk7j43wxoSWANg16h5i9JN6T7vXoEjydXim0eVIA5SR2KQyiYZd3NQB93LoDVp3nCeW65Rj40C44K1Kdj/vGERp1zIOaCV5N6uNu8BQXiqRE+CjV1QbA+4DWOaHpeWJRImxqwqn37RBEjpN0Li8TpBHlgQcCe+4Jf/W1Md2Vb+BccoH3ClFrKS+oazXnkBox0pKDJnzS31Q6xFSA+d2CgOrnaKKlYdZ/AByWUkq3VC9beXZHsqsRWa6PlwFigsbr0bUpJq5pSscSIsA3hQNJx1NSwzySngEHJMJEIvEBjXIWCua9mDCmRW6T0xl5xLReaYwVi+DyHG9DJKzOiZSmu8sFlMJ/ZUw4MFFMhK9VY4NpQI9UqfOXikepz2EU7FTHTCMx01gwmij+53MkUt3YtfAgNC5g5FuMffzvwP5LmeghnWt8EDzSpMQCOUNLxj8FHuIO8ZFJdYr5z/hO4z9NEWfDGtFTQG2bVB0hxwoBiKs7h4gImLh1kIDPx5VBKVwuc2Sy4rIJheDB6fWgNKrNDmFQBI+bYcYBxfkkA0pLWM7XVZs8UJmT45WPLacnyWWBtMBzJJgh3df4EOP+hMhR2V4+jzy4C4LuI3HipXnIO7jG5fhH77HTrinDzgc/CHzkIwi3OVpJFr76XQppj0MBau6pGrRoq6Uvz0hKdXptVe8a8FhqqQgDKFTmtfK6PQo6qnYgE6g5iF6R1qnWhkK6U16CvA6dQsKccqwICHcq8Fsym2jJxBfSmhBEHTc7AKTrSaESTMScz5KddJ6MiTjn+4ifSH3MNLnu2HIy39U48FHdyQS3qk0IMesKKD1LSXpd6S4zG9DMNfeRXj5L4xY1nzRDTZbpVPuIfgjeBTRp80RoEBIxDBj5gJUkqfnESMcQ5dDBI0CpIGsSc8w4J7iIf53BeZQ6jiyx9l1cNwvWiJ4Gmai+5IqpBcD5BgG4FHjOEprlqLXqpyB4aokTdo9Wa26R45AIRvzODFB1TZWpDgCeM66cZHHwIC1VogmeHuBUHGv9va8apTLxmwafpTw1oJmLo6RiJJe5uEKq1QO9OI5uz8Uq0qm/9tpnd/zxaQ8rJQQCSCEhvfZe7ANXSHsS9N1mpCkB16hIWy06/2PZULZDjy1+bu08S2atOW+P+6S/Wlkr3fUQvU4OTj2GgVIyKSTHksBpKQ+B1IoFTh0T4HlNPpXBJRG0LPGlxUytvZZzcOr/0rZ43qGBpCLzPkpR0rFR6iwlPxPrR5owZuLHhI/aNk4v70BtgGv0nI/vq6VsQgzT0ITMfgfnPdBSGvOJQ0XaabVpGyLuCbrfNU7hWEJmCJGZxaYHVwjjqa4lk4LzkaiNXSZyY9dmfKAYW6JGcEYMrWApsKIhYgJITphiVnE6g8PgKfa1R9aCCZFO83gBl8w1oqeA2jRpvMtqjHgCQMrQzuqVpDrgbOb8OYVLlhWMo2qT9H8KcM3YrFyd1JtebU3+wIUExByadzIIYMrFxkAkvPiCKOJwyKcB6Qneh6iK8HEAj9LGOvyRDxilwW6BE9L6NPiIYrt4QLOdT1Sc6R3ye+T/+t3IU+ZGG4Ba3Tep/73Hr67aiC999L/wgN8/Sn/NlHHeSNJAIrSMIBNSArK0pu2FfdJWBVzS2w7bFwyyGyJINQLXd1zcV2HAYCS4okkVomfLCgHMBKJcCDavNi6rpadYPFlRAQCv+O3UivXgFRukU5IE6KjHSalP4kvnXbTJg6XFEIrFbdkeh0Bx7UyOH9OEOTY8vSozRg7kmIgiSatO8IJzLmViIhBC/n4IcYwVzilln1Mq7JhxUo41jrM0FZK16WsKuV81TpGVHJh5dnlO9WxCCD0ibnCZ2I1dC3jEY98qPEEgHwrbXpPwRuMDRi5ktacSy0JiKJqUCcqTg/c+MuNJvQnBBX1td73ObDVYgD7+H4SgJjVQcLfyXyGUwnEllS0Wr9QcGVBy/QopF+K6SDullCfXABSEDt1ztfLFnh9jpTz21DISnuXceFLwsXZ2ceqe4pVrOp7au6NynODQ2+2Lu93vcMA5fPurF1frY+StnStqas5YFtXrHUkrmGN9H5AdDuRVqXfT95Xtzvd22tFpE5WbfQegOzZr72Y1FPp8xRuzuF78D3nO2DHO0OeUUqg8Xb7PmeOhTdVTpBAz6tMi0Fw/vyaN60B3Bju2irlf3i/elxWCF+tSTWDpLuS8mZ3vr+MWTSIFAIXtO+OPGYTB4osErOlpXEBjcILGC4XjirLvWS/wWniDlNdNYTPIgu2dBWuSngWOGWrbmKoKkOVOaDSK/cySHHOnRFkC7Ax+KtfMQ+IQeVkSXu+MddgNT0Rk7kwIH5QKgstgUNJjtlQkPg8xRbB6M3NzeZBqOx4TtZEvPbeA0qbnXYtpaKJk6ELM4JJUH1PnxVmG1ankKKkuMgcq7VdGanlHkfwiInv4H94TBxx4U3z9k/9dQVRJwmiavAZfCGIHdCGqWNk+U1NvFsPCIqo51JtzxcwpgtvrsGIJnL3eVydR1z5XRbiV52rEquoslufRCY7TOm7UKuLANmv21nQ+SyMs4Ym62hsix/dpglR/3Q40qb3BAz6k8a7qYbUnZ3BJNr8o9SXzhkPJ7BIBCLJShEOsU8ZWjZHiPhP1ZtmX+ls475NdmYAGpSo0QPqZVZuCgxJBjt3myjU/k3pT7HkOUWPiOWm1wjFKbQhH8j/ihhBteC5uY7RJAxSEGHqXfU4ZRwjuQGnTi41NZdJ7tuTQeEIIUSPkXPoGyQyi8V3Ge1EC1L4M88Aa0asBBcCPCjWXeJh1OEqzl/I86FzmHnnNrMCTIhSTJHJ4SIOa3aFzmiDeS765ZOFlesaqS26JDDHGQelevWXaXF85PTupeIQeJFtdJRn5nE1vxsyrWKjNZtvpiCUeZPU9Ec4644NY59CLzJ0rV7govGW9/j6pXSIJdN+xWM+uDwTB9JRlwlq9l4pnuL6yum0VJxb7DPHWndVuDeKsYwgF1NhKhCKq4hC/ZepPR65cRgjqOI0Dx5oQ72P7GsRx750QGNkPQU5eqp5DmShrp5vieiJ4XDbVUay+IM/I0qNTY2nWyunyFdK4qKUqlCbpseeyitzBJaepcqwWY1evpdfRNqVn8fRIk8/p+QeeY4xj+BsAOtNKzrfpOyunx+tOmGDe9JqcuZ7ymAy+6ayczjgBGTcwThBcsQCsqTctaLUMD2jlDVWsnG6QaGdZlmJiKLUJG/yJilWOMwFE/LBplWMmclADUwiCXAds1nE+1vc4cx9xVnNkgifHUPn1YFdKL7dpaMqM65RXW8iZ1NPq6WrldFBaOV21tSR43C/x/yEH3xxvOPvJuMUBe2G60mLzdVurBC+ynF6+m1053SIoNvbPXDmdbY+1ldN1fbWN7SvmnIwrVa9ebd2OKeh3ESTMY7XyfvOsnF78r5yXrP555fSCoSucKJK2pKKSJe1xyISPVzQntoELJzZ7tfSQbIf6nFqBnfiZ+hovXyRSUxDPbc2IFuNKrcBQXTm906fIK6fzd2SbNY8FtekxFLUa8TuIY4v6ljD2UG3/kxUWOHRK8EayDXZwBOVVCjRBCXELIa6kwIvHtnBoFWPLW6uJlsYlZs/HOXG1k5XTA0/zVIcQPF45XZkSdJtdwpXzwhrRGwLFAXagT1U06xqAwqY3EHArRmWgsOmVdfH1geNqG+LWlz5In7chCjXwybtL31vL4iKCkNLXdxxvBmDDho344fcvxzW/2qQrHr5JQ80+Asy259lv2qeK7IGOHU+dH2rPoMrTXtM2PVu2D2rvZcMbpE0Ddr1OvT0SWi0lmEbc+rp2UNASTqGBMcTG1NEJdvemfmmWqVPeo/Keff2g+8zYe2vffR7bbmHT08/QkmvFple8hzP/YeaZuU2bUdi23zfve6roxSsM2h44q25Rcw7htQVQwJp6sw9k8Ka9U4PNOUiwCUtntawVeokT7cgC5MmnVW0iKUAGXeHYwU3ru27+i60vX47qT3UObGNDGuDa+UQN9lraoS4E8cySmBtoA3aaDFa375BtmtxQeb9I7A856Ka46rJrcc2GLXjZSz4IvzxNYRc9o52QjfykwhY41hJI3yNn1cixerYumqlli/eRNL/eJoqSQY14mmfM5bFZC3yvEMlibNaQ+BDzJs8qkXy5MGva83gvQgpcrse5Qj1YaENs7k2+zxI4e2zVmyxRJXseAofFqHs5fo8oPk/F8FFQNsiCGJXLIMlYapDHlu439Z2JJ511TtKg4kR1TJ/9Hp2kATYvcJK8OTl4Tm1Y2u70/NL/Ne7IGuto02NHlsC4AGpz1MUf+pzCHbrFHN7k2KcAEHyUcUMaBwbXFThwAfFtTdKzoJLfSqaDBIWXVj45vBUGf+XIws/iajTS568v11ASNEUM9HUNNS/IYnCjvKfPkSVfy4bomvem1GO4Qp2aqOjmPk6N35PPOcA3Di/+q4fjqU88Rl2TGdnl/rkPSLnVByoQt9MqtPQ9Cy9Ou/FjFYLrcOpD0qLl1GuSlHpGbz1AKdHVrqvzHYI3q85aELteiTz1azwI5b38aOvIYo511pACalIdUMxJOdbn7Hmuywa/V5YKEvODVONUXXoSxnmsiVExtkyflunJIOeqBA9dJiebJKhwZJH+LsaIcmSxHq/KkSU/rM6W5blVZ4LYkQVA4chS0+wUuEJ7fPYwzrVUZizhdUDwmSv+zwtrkl4fhFBmgLDqmiQlrBrsxGZQ83iuFRb6iKO+TmpfuW/oMTVvTfvfLikEoOrKbN2SoTk40yZ93AbCc//+P7Dh8msAmPdbFPqkGmkSVfu9qpas3Welk3nb0+fKbmER781Z5Wp1Fue74m3hvWnr1oh5TrBEJ1+oeW/OyaNrKc2CXY+v9sxZdQUCnMEPNVASbu91O2bYqWdWndyOGgyNP00wjGSn90OozQ94RjlEnNAmp5Z8Tx2PsEaobL55L9dtX6e9C8CapDcH9C5024ssFpv4w4OU1RMopbSZdc4uwuqLGljpbRbUOLgaR7cIPbjNLW+Ov/rj+8M7h0su/SU2blquF1ykUqCOECtEbLsu01OTxmaVX831bW3zQN8MLfg8dzv6CJeV8vquWwKpnXj6oO/aLPveapYk6pHee/+r84PjzcT9LQIzCVlNSxQbVGh+hqBjv1+ohXPCUKULPHCN6A1B3+KUlfilzl5UaUEVZc7P2C8MzOJeqtfnGRAzuKMh43OHoA0YomcapoFeFYpu2y1uvjsOP3hvrF8/3vZZpDNtAP1qQZTIZybhm4OAVq9b9des+q2TSq0+qyKzUmGh6qVunXoMDy3KOgt6XP7dEGEqyvtyb6GP0PVJjEgSpZQrVZfVhZ1r0JH4zHtq9eMi9Qxd18yXOq+TXojKtWepsu0JjRmsWurblqd17p0Hh6wS1tSbfaBsAIWhna9pe1IslPceWY2i7APOsSuuCuq1NoDkUkyAcjfOsXo64zqxl0pSXXY0mVqlqfY6fKE0D+ShF8ihcSncwHVXRedRWsTo6WPk/6T26ZUglvLUFu1+vOfO63Ht8lZ85j9/hM9/+UdotlL0EUnXxdbBQFSdcDbOsuPpV/H860MU+jyrMnUsHdXGwTzgnDjAFHF6tlwRn0dz1R9j9EzZITa38DAwMXpE0p+lA0jyHS/iHn2uTC2jxcnc9ZI8MbYMGcl52xCAl/uJzjLzSF96bOTQhVqsXifYHihj9XRd1hHHG7tiJfZT3qnPIUc3W9vgVFniLlVj1bGziveZmVCOW4xTIh7hB/Bm4vQol+H5Rem6DjUAgBYxPo8hkIcOVYjnnIQqNeqcZoY1rtAhU+C9xjcGZ3Xi9vjd5oQ1oqfAOYADaOFczgfoYmyMLGXDee14EBLF+BkgO0iwJ1+Tgo4ZiUyncfKHAIRW4vQ4sJTz7KFxMU6vQfzIyQut8FgKan6kc5ypvaMK1YMkxeAgIMXpBbQcL+diDk3PiaN50ntghLYIQGXg3JtM6NrgMQ0ebfBoVcyejtOLsXqAjdPbe5ddcO4zHoe/f8/n8NEvfEcmsZMgHmSppSWgDdh7v93xqP/3QODHP05tTTIo53RsfM5JyPkIm/wdJU5KBsEAMLPhXMmwM0HoW/pmoN4sTWavQYKLuN8Q1/wRc3uqPDZ7rXJZUs47Pe+FxuVjbbNrmuI+yWSCRIQaxAw17InZNDE4Xa8bifg/LmTgIRHziRF0QCQWLSAOKCLB6PedIyCrbaUPhNgZDUw1KB2qzalt2pnGxukVY8uXGzX6e7lyjNUSHSiiJnF6QBwSQORgGh89SIMHQgNMpzl/b8qG41ScHoUQcUlQuEXNtRynF8ey488VnMT06Ti9SRhh4tp0HONyp2net2mOx9dNiTN8gA8+4Y6AKa9YQWXyCsYVgVDE+0Hi83iP7AEbIDjBBXQzJA3AGtHTMB7DpfX03NJSImzpQzYeWBqDPb9yRg+fEEP6oMlLUK+8LEOc0zVNp3GATqYg38BNW2AyhZs0cCMPP40DPzgP3wI0BQLUCuWJpnJC5phmKa5VRwElwVPSnnBJPODbNKinqe2NyoYwmoITRo+QCJn3VdWl5tpa8pi0TRzI5DBtG0xbj2nr0bYeIXhQ64Cpg2sd/DQN4Gkk8r+8ehNe8+Ev4fP/dTH8FHmbEPwkyOYmLdxkin1uvite+o6nYL/pNcD97w/c5jbAQx6CS957EdzSGBgvwY2auJDsqCmJXdMgBhEnflQTPuuEMI8dRSMte0njbUO/iOvXF7RDg1XL9rVHC0gNOjGA1Ef0KvUPLy+UVioQlWkANaFIwOxaL+vpQa2nlxoSaVdK8A5f6W/WlChtCyVpU9sWrWqyIHJWkisKltIkS0sUfFy2Kl8ATA5PCU4fjSJeGI+B8Qg0auIYGzelxoCDzrneQB3tHV/jVUR4KDiK383HQpBVQ5CYD/62KyuRyK9MgPFEkgc47+HHDWji4FPiZt8AoYlzjxPWe2amfdw75+AaQmg9VtoGy2GEzWEJADChBpvDEra0Y2ydjrE8HcU533pw6EHUnEfi1QSP1ueE01qjNEkEb2UaccZ02qCdeoSpB01dTBvYJgEgbX6a935K8FOS9QfngTWip8AtLUVOCYBbtxQRJSAqC2Kix0sBMfcWYLhkpFyE0SboeNLwBFxeBq2sICwvQwQz74BRA5e4ZXHgIpYg48RwDYGaSKyKrOiOyhgcIHtoCdHLnJEjoJk4hJWGC0dJrGGuzWHUBMmZFxeX7ebeBLKKImdniQN52kbC17Yek0mD0DYIkzSYpw5uwhtwu71uhpuv2xlf/dZP8d7P/Bf8CjCaEPyE0KwE+JWAZhLgJy3cyhRueYp9bnaTTPCOOQbYeWfgs5/FJZdvwdtf9kFg3bq0cnoTEVKS9GikuPG0L5BUTSibZ0459BK93ltEPUOdZzhNrGx5vqcGcp8ifHy+YqqrBcAXkpB+ltrrlFcurhQcmbikwZDx3zQFMaLJVFYGkOqdUtNVbHmUMCmJBERxTtqCVk3JHVG8cJbaAGSiBkRioQkvkD1MWQL1ScpjRmrURKLXNKB1kbGixufvp7M1qT50ic9xBMmFKeW5Pamfg3fwqo3kp5m3ZS3DygpoZQVuNIpMMCIOcI0rzZ3Oo/ERjzCDF7sqxfKxRgUOKxOPzZMlXDdZj52aCQI5TKjBpuk6bJouYct0jK3TEbZORgghEj3nCCGtnMArt0z7iF5ihCdtg7b1aKdxo4kHph5u4uAnicCtODQTxP8Tgp8g/l8hYGV+G/Qa0VPg1q+D8xQH9/p1cTADmYNfGou9jpzLqacoT0axN00jp+paivkFk0SYJ5BD2LwZgTlm5srEbtJkNSRiMlwaEVxKbeQalXw5qTa7CactMkOh2vArAFZ8tMqMHHzwCG1A28RtGuKSIXG9rEj0as4uZaohYNrGdGRRsnMIaTCHqQcmHmgd/IqHX4kDullxeMLRR+GAPXbHhRf+BH4FaFYobssEvxzQLEeC57dO4bZOsM9Nd6kTvA1TPPuEV2Hj1gC3fh1oPEpceQMaJVXmKBE6Rkaa6PURrDmJno6fnBsoMyRFdcrOW5bPSLNeHyN75CBqqLHZKW7OWWKp61QB1hK3ytqNadJa8BJaStJzOkXWaJpTg7G6kcsCmSDWQgjmgUTUXEoV1snKkv7rtfvK+D5FfHles6rTe2AUU7EJI8XS3cgjLDHRcx2ip6W3eAHClMbltVwur8q6QHG+M+oYhSiNJtueS8nrHeOULVsjMx1IiKJ3rhwvDiqhftQesao8JPwAAmilwZbJGBun67DTZIJp02BCHtdN12HjZB02TZawdTLCysoIIbiEKgkhODSNh/dBJbSPDdCmETZ7TKeR+AUmeBMPt+ISjnCCK/xK3iKOCGhWArA8v35zjegpoF13gVtBJEg3WS8ThQlcGDdpsChEKYM2c2YgwE1D1qNPRnCTNiKTpTHcyhLc+vVw4xFo6zJo6zIwmUS10GQKv9M6YGUMP24Qlhr4yQg0ilIYjXyU9EbMPWoJL2dX6ASsKxUn68PbdR5+S5S8aOTRNoS2IbgmLowpqyLwSgyeg2BVtcL4s2oUCKzGDIj2u6mPkl3aR07NodmaOLdl4EXv+CR2aRuMNsfBPFoO8MuE0dYWfmskdn55AqxMsP/NdsGZ5/wZ9pkYgvergOf84T/h2kn8lhiPBBnFfvOgUSZ2mfDlvprl8SaIzLlCQpLMF/Mt7l3WKUHt5TM6TkjSBvWnR9qLtlsqEGyNsOby6gIHQ+u6CgKYzvP6k9EYAxcC3DQAifDJWpONLxMhT9toRtDOLHrNvT5V5LxEsNHMqi8kuUKK0+d6nNKKzCa8jZqsJUhjK/B+ySNwXlZuvnNJqir7rwDFMBVzN81XPyX4JQ8/aeCnAW4S4NeN4ZYjbnFLY2DdEvx4BNq0GWHzZmB5GX6yHm46hZu2oHVjuJURwnQMP23g2hH8OocwdmhGDu2SQzshhHFkgtslwG3x2LhlHTaMdgYArG8mWGlH2DRdwsaVJWxaXsKWzevQTniVCJEDMPWRWDuf1LGe1dsqSTXb+FsXBYU2a4CEKV52aLYCzTLQLBOaFWC0lTDaEjDe2KLZMgVtWpk9LhKsET0FtDSKDgTexWMVG0TegcZqQcbEmRUZQgCwZ5TzLi/+mDitApE4B0zXxbG9dTlyussrkWNrvHhven5+8HCjyIXRKOq4qaFiQlmCZ21HsX2Z6DHxEZxLyM4tgeKCmI6i85yj5IBAVaLHA5mAuNhrmyZBQFRT8GCeAj4RvsP3uhledsJxOOVNH8TPL7sam7dMMZoQmgnBr2S1pt86hV+Z4k6/dSCeccajsN+BNwUuvrhL8P7on3DNxhXQ0jhu4yZ+M0XwQpOJnSyt0mC2pCcvrMoVHZwu+7LoXJ7XiiHRz+gQP35UEbNVb7BjG6Gum7q2JAGrQlXlLLHMatekvUjMHVofFxJtXNRwsDdh47O6lCiq8aeZyDmdLcem60OWRK09rw+cLPSsnM0GcngWaQD5WqU8e1dS0+QFn9PYCuM0vsYuM6TSIGTGFPUxUWVakZlUHlfkfJL4Ynu9chRy/G3aFrQl9jdtXU5ON40MbZ/exTcBJGnc+JlO+pxclLKmkwbL0xG2TMdRvdlG6W95MsJkMooEb+LFQYdEEKDksUuAQ1ZfE7KnZuvifWK7SwRv4pItn/dZpemT2cOvUMQPKy3CynTmuGBYI3oKIlGLXGIYN6UHVuPQjn0mgDw4feT4ZZAnd2xN9DyPByo9xt3SUrQ7tAGgFdDW5WgrWFarM7MKYxT15L6hSJSaxCF5RKeANLFkDwj3qJGn9npqJhQHGU/sZJtkBEUhrmXlHIC0knFNEMqEL0l2rU92zTh7LcFzaTD/6trN+NFlv8S1125Nens1mKd5QLtJi6Pufghe8E9/gqXzPwuc/g7gU58CdtklE7zHvEYInkh46xrhwKnJyChmv4cwL7m/1KQ1MA/xqjEbto5O5EchidlOdWWZVG5mmwgAXGHDpdTAatxhKq//l9KdUo0Fyv+T9EiEyNz5ELuwcSBe6ZsoO3tR8kxOSwrJOZMiTp6T7Hi6yzpdq5C+gM1la0MIBgihhA30nWemN6kwZWyNowamXfIytkSSNdqEzreGJmpMhFXZQPCprQ2ig5t4tFIjJhEAsc/HS9EjfGUlMtNbl6MdMvWN8x6e54UHclwkt9ElZ1yCmzqE1mF5Ggkde2IvT0dYmY4wnTRJk5PmPNcRIN+PeM1M8SRW36J1gitc6+CmLjLFTPAmSHgjb03CFc1K1Cy4lSkwWSN6q4J2qcGoGQMAwromEzKHNLCdkaycDBJGeNFe5uCnlBA+gZroOeUCIWCUpDdEFZB6fti4EbQ1eYwmZEBE8ESg0MCHJLGwQZ+5TWckT+1MIQMt/U0qL9dSVJWsxMlJwYFGiYA2AI0QKXVSn8JzlnMtrZaSXgzOSYOYXY1bRC/NSfLAmgK32eNmuPKq6/CrDZvx3Ld8LOnmlR1vJaBZbqPTyvIEd73bwZHgffyjwKMeBdz61sDd7w689rWR4D36LFyzeQpatwRaFwleWBqBlqLaqSB2I03sMtHrqIMVWFVmeTHf17sSBipITnP9Vq2pCvTFIfURwuI6lccSm4XU5k6dJXOUX0xfV+cUcXQtwbcxzMe1IbnM+4LQ83hmwse2QyLKnpzWlijvSGbA9YBWQ5o8lJ31ErW0p4iaXOPu8vpeoxofRWYqjOP/MHYIDROxVAfb3Zm2VDS0mujZsi4xt0hV+mkqIwutRluaByKT0OYHROeWCeC38u3CTEdCOkrSpFZRQD6anwDTlQaTyQhbmhYEYNI2yY4XPS0xiQ4nEorBH91T6i9iMVS9ZIL0fmBPbiZ4Ky7a7iZQuEHZ8ZYJfjnb+N3ymnpzVTDdZYSmjURvunNTcFzUAO2YOUczOAmFTc+FiOjZCB0lmEgUmlEAjTzcNKBxDhiP4EZN3JIhmjZughuPovfhZAlYtxTLsdG8cYWKhSdiVo9kbrVA2MlWw5LeeHODZmsMkQij+I4iAY1ICAJkdWKyAkFx4EgRvLQWoGtjfE3k2BzGweF1j34YvvyDn+Il7/hk1NOvEEbLUUffbA1otrbwy1P4LRMcddeD8ILXKoL38IcD55wDjMf4ztd+jBc+5S24ejmAdtkpSnZLI7GttEtekBIlN20hcqLWRLbD9RK99G4zYEjSGwpZKPrPdm4fsesjdPo/IyFNtIaIZwqH6ao3+ZlUnlNleZzH705w07yWG2tDwBJhygTDTjbR/sjqTdVWDZboKXNC+UKuSsC01qZwNioYxHLeSJdoZoaJnodoDAKPMR9xRBihnCdWAzMo6TkJIwAgmhnXAmHMaj+CHxP8FNEBbezhJ1Fy8yMfGeyEU2hljLBxE8LGjfCTCTBZBzddHxmT5HXrpqN438RHO/9SfB/fOjRbPNzWBitLkVSsTKPDysryGO1KA9rawG/xkalljYJLDHAieGJK0Iwed3kLIDh4DkkQm38kduywMtoSndpGWwnNckCzpUWzaQK/aSvcpi2gTWqpsRmwRvQUTHdu0ISIASc7lwGmPKAL/Xw6ji7HXDARO0b6IQ3SKQAihCX2XAygxqFZHsGNG7hE1Px4BNqyNYY0bF2GX78Obt06YGkMNxpFrzN2k1ZB8tqbtKOiUUSPV6xGAMbrG4w2jxDGgGcJKBG+kPbwSHbOLtHLnaPePUA2BETuP0l4kZMj/OW/fBBXXnEtxpvZME1otgaMtrRoNk/iskFbJzjq7gfjBa87EUufKAneRV/5MV75rH/FFb/YCCyNQTfZCe1OY9CSRzuO9pWwlO0r8V0yB068F7ueND/1mXovZ95xCOYgekPqzV7VZZUA9bShKEslgiXXQbbVugzhy/e4ivSYniGIiwpELap/LivXqKhDUqZpA3NFsrMq4mq/CuFQTKuysengb2ES5Rj5Hk34xDNaMU6JiYpELzPGPL6kbT7fX/Sv7nI9Bi2BSH3L9iw3jQTJTwhh3CRTgIdf8hiNfcQR4yY6zS2vwI9GoM1botS3aQvcyiQ6t4QAP1mCS/Zvv66BnzZoV+Ic8lOH0RYPv9mjHY2wTA6TUQMKDmG5AVY8/FaPZkvW5Gj1JvcDKu8vn4rxZIrTlfdMxI734y2UGOKAZusUfssUfuMWuI2bI1HfshXzwhrRUxBGKpXWyHj1+czB6dAAsekpT06Xgkk5cFwuMFFokAYVIQSCD01U+YxHcNNxXt15ZRKDTl2KuQkUA62JwxxihoYYMJsMh6LaSS9lHWjapD5qAxwT4ySgIWV/ibbHaNvjQSuqywGi5wAJs2AJjwNKj7j5zfGIuxyBl7//c/jhT38RPbCmlO14HHTexsDzo+55aJXgffrcC/GKZ74bYTwG1rGzSiMedOJQIFuS8CoEjyU9QTKDkl7PoNEaP4M0i2L6fmfOd4iLEmgMkbPStVRZax87FhTPoNzmPmnREGAybdDlXFJrcyox5xx8GwmWMITsaEHM2fO8QRrL0Qygn5ElPSWt6qHMU6rzAkBHzcyaEH4N/Y0cusRNP9Z4VPKcz2MpjbGRGl8jaB+ijqTnqEPLjR1ePT/R/gAkTQ0nqQDERksAxtGcEEYebuwFp1AYwU1GMbFG24LCVGL5JIid37+JadaijTDGXfppJERtG72wYztc8sZ2WR05RWZYGA9S7itohlm9u082vZykghlkKm15E8YVZXIKmkyi5/sCsEb0FNAIXaIHZOlulAe9cPUe0RMpDVaXDLghpdrwLY+FZNMbxcnu0zMceVBoYkYBJnrTKdwSZU+saTTSOgogGkFiqHxKSeScED+O3SnsGXqGJTfyqNYI0faYBn3CWzkszLtoXuTML1aKUYhTZ3txSb3JBNC3wCE33RN3Omg/7OJH2DqdKMM0yRYHcovfuvsheME/Pb5L8N73dbz81HeC1sX4OyZ4gaU740EXkVGU8OAhEl9W25ZceK8Gsytw5Eta8hiqYwBEIqhIdDWCo6/zNdu8UvugiVmWaqpehFqCU/XbZxIjNfXd49iL48mxKp10zFkcT8wM6TqyZ1+UADvZVJVjyyBU7droEDeglD46hLJgZHJdHfW4h4wzJBxRU29aQtYBwzgV9j8+RxmXMOFzQl1TirHg4acZpzhKeKUdS3o2DmLH0jh6dSqix16hgI/e21MmRC6GNiE7qUWJM0lpUzVm09iiAIBdFIxzjry2aMTQcVjR+MElguemmeBhMgVWIsFzjQPmpH1rRE9BO47ZSOCAdglKv89Ez8mxlQ6sYwJLOtTED8d2oUItGnwmToHgp2OwFEcu6uZp6zLC1q1C/CKHxgHXI3Cuwxw8q6Q97bEmTgokmTJiKEA6R7m9SHHCmUNVUq9B7FY9V6p2gd3XrcN1W5Zx3td+gM9c8APQhNBMSoN0s9zCr0Q73i4jj+e+6rFY+uTH6wRvNI4OK+vHyWGlQVjXRBveuuxUwLYVGiliJzbLcqshu14wkkbuiHTZm3MzcHSnD9V+pipTl6m0s7DN2f9D9SjiKNcqBFm+ecrTSE0c98R2vRT0LKo+Hh/BZfUm2xE5gJ4DpYu2RTFv0KFIN1+CvJGJnZmn5Td33blcLR/rCUptJ6rzpN4MYzWuoO7tUe/pMlnKowKfMBNJLlo0ONTGc6JybaME4EIjnKsHgHYpqpCBSIFCiNmgxmPpX6e8Zz1RfDGwijHGzLWj9G2Cg5skO55kSEF20EnjXmtWHHKfFKpz0QxB0os1K5xtJYYvRRwRsuPKyhRueQW0vIywvBy923faCZhTw7lG9BS0S0CbRk9YKrkT8mlARyao7rSQPraocZKkFzOoIBEzQFQ/wYMUtikMvCl0Ac7Dex+5s8kUNJnCTUc5/x/nB+U9B+KKt5nPTgJAjp0KLfzyBM1KUi8FSioal7K/9BCGGlHQ7VaDeJ9dd8F7/vJxeOm/fxrnffn7wBRopmkwrxA8E7zlFn5LtOPd9QGH4ya77QT89V8Dv/3bkeC9/0K84i/PAS0tCcEL60aR4C0lgrc+Ebok5bVjSJBtKelpYm4ZmDpCHVZv5otD6s2uKKbOVySpWd6bvfY/DUFdN+V736lGHKvtU+Uoq7J9S4noOSlTIvCSIGoNQf/7OtXmGZJqQTxy2Q4R6kh0Q5Je+W27Nr08X+S4kPQoEz5U+heqfWaeRZtetI96bqNPUSAs1SZnEXZBcG2qLNk1GxXnKOnWiEBbtkhcpGvH8ZFJnPRJ3dysMFFzoGUPGhEQHJrl6F3ZLDspw99QJL0KcxkL5Pf2SSMUJUaSmDydkUm8uZdjggq3ZTnGNm/eEvtmp3Vw6+YnZWtET0EYO1abRxfknJYycnhjMwl8+YFj4TS5kx0sSnpx/sUJS8I1ZtdlHz/eUgMfAhyNxeySVQ8N3GQCmkadPEm29zQDXE67RDalko59ohBjd0KA37qCZiXrJCK3TnEeBFcnEH0IXSOwJOn98heb8M8fuQBf/ub/qDi8FGOzHHLw+UoLvxJzaf7FmX8QA89/8hPg934PGI/x8lPeEQkeB50vGYK3LhK8dkmpNcfpG45KYsfcJzvmVN+r8o79AoamJunfLGmxcrvrPIN6iU31WIF1XNEqUper7bUPDkmFjiplmJh5xDHXQKQ/mRvF+HByreD4bTuHmI0BsITKSkIdhtUSuz6Jj+tS40jGFjuAjSnPG257n3qTJzmpMkAOD+L+Di4tLURxnqfni5nS8bI98XuHlnFNE+P62lGU3vj1iODbNnqK///tvXu8ZEV1L/5dtXf3mRlwQIRhGAQCKuADMdFIEJ+RCERNFHJjiD+jhmjMhRiVGCX3KuI1wUdiNEZjYiKYxCcR45tIVDAqGsX3iwCiaGRAQRiGmdPde9f6/bHWqlq1e/c5PSPKY3p95kx372fV3lXru941nsBKyaUmMoNYtEABH0I71khVe9fdxPGxLRGF5OaZyoVdCfQ08jc0TsMbqw/PeMRyA1oeA+MJeJQD/bC0BKyZvxTSAvQcxdp8xZTMFAAS049V/u61AxV25VAGmLUGHQNoXXyJIaoOwNjab4BiQGwYiLWafjgDH3MGsBDEls0R3LZSpxCQor6hga8GP7UmGiBmUvUVYtKkQBaAU+3MwJAglpgHLczf7ZkAOpK5TojD99sH69cs4dJvfQ/vuvBLEpHlAW+sNnpLPh832GuPNXj5v/w+drvuB8AjHwnsuy9w6qn45Ae+ICbNgTjjJS0hA150eVJdwIsDlCbN9N2nY/Qwt1WojyEnTXHGdVZk3gZEXZNisc9dq+f8qZ+s0nwXSFboYHHPribJaVcJxum6BnpIYegpgMbGii0FY369FKmJlF7RB7azSr/NIl+7shuEki/a2Tb1nfJxbn/XF5z8esovLKClKENmml53zvg2e02S8kGsVhgRqAgRnJLRSx+8PJvW/OkcAI6gViI5RdAFUhBcG0EmQFtit1qJDIeJqAgoiY0EuJEFnljQyYRTIIr1xXx6ea5RfiYuTzFYtG8yb7ILWrFiFW1OQJ804NEIPBpJAZDhQKJPa6/Kr0wL0HMUayDagLLBq8QBUOEnvcg+CTFVticHfi3S2pisjCdCglpgeX1RmDa1ATzQCE0I+JBKYUxULN+CNqbivKzSXZpP3dXZ+9YOixFhYoyaEDmvoRWVORWD1k/cjtSWzVSMpz/6Qdiwx+545te+l0xeSdNLTml2TukWTzn10dhvOAEe+khXPLrF35xxnvgwpwJXFOSSdpcBj2tNQu9qeRWkdJsDO4ssm2m67aFCU3JMvRwPJWfrBRtFzww27I7vXMYDLNAPkJ1Gpmu43yuBRhcgu22fCp7xgKdSfingZQEBkDFuzNCKJKRjZphiZZtcwJs3V6IUOGKdd8CXjvGaW/c45GOnrhN6/iog1ixjyo8xI28+JxSLBedjuHMf1czUvw5SgRQQ4DM3TG3bkNKEYo3EU8BBiwHUCMqbOEap1TkZiOBsoFdNIJqkXj2ElG6VgM/42YSmgk5WNm9mgbAvkMUE47Rk0IylxDCR+rs8sfiGofKHBejtFHGdoryTVgDkCRJrTgO/mEicAVKLqag0y2qGELNpscgyCHGQmR5FIA6DDtYqZxwAKXKNqgqsdfQwafK6ZWqeSNXpCzHdOsTpt1VlBxHCJOaGMSQ3UaPuzBdGlMGPeuZrYbpi4KX/+O9Yqmq183PW9BotMTZRc4UC3gCME04+GnjrW4Hvfx/47nfRbtgXLzz2hdiyrQGvWZJaqIMqV1jx2t0ABeBZCHk032QFRF2SCW4SZqndTcj00Kf7uColxjkDhfpO8Zpc95CVNEBn/py6ckcQ8aDVi3ldkAGKNAeAy3bqZ7JqGJC1CnhOk2OdGwkcGdOaIDIIsr82uefT39ReWs282QXBAhBnAZ+7Zpr/KaeVs09vYOPMNXyK6SugMYFJI1z9fm8xCPogdIpGkMqoAnxaFU6AL/nms/k48ZWWZdkjZlCspSi4lisDINGcywARFa4Vma8sBSwaiRqlSDnS0sqETVY3b/Zpugn0GscnTMNrYuIRFqnJo7Fqp2OEtetFyxsOEIdzSqxYgF5B0VISCB3zpmo7tY5jN4inJogBQGvBKkAkMUmwSr9pomuwC6k/LTYScmwV6YO9Hh4AE8qOaCLI4rNi5iQFPOIaaeFMv2gnkIAtrfKs/kDR9Ix7at1N/bTFaYtB2+mv9eVem/bGWU8/Ds//m/dj8w+3oG0bBHNQt86kOdF18axm3niCU896IrBtG/DmNwN77AFs2oRz/+zfsGXLCLxujSst5vx4Q9P2kICPvXnTQNAk76TtdcDOM6T5503R9+J52LPsXmsGt2Y4VajveEWBpO30XWumpmdgx/Ca2UyyYeC1T7uW21/wbh0nYEhZqxZAm4HOOCgjg2BaON1rd5Fmgv/OmDenfXHATwx8QI95U9e3rCEWg5qljJ9f7d1pefY85YPzJ3WOs/O1rF/x3gm68jgjcC4Yb2ZicY9kYZpaAg1VGh9W4t9roxb9dkFuo5Gs26e3MvNmcAAXkZPILZ+uSubNLFin0obOUlSkYShl86bdx+XijVXDGzeg8STlLXMbU8EOWK3d2l10FVqAniOuACtBl8wVNlDDDE3PJDqv9UXJVyL9HkhMEgZwKbK3MG+KH4payAC127IzdRroVUEGbJVXp6a2kgFslex9AV8XyZly+Cqp6CKannTQS4mRDexs6aJO0dziwQFbblrG1Zt/jG03LxflqFKVDhvMDYMm2axJkwbH/9YvAWecAVxyCfDhD2M0ifjYey7NA9oAz8yag6zNtR74HOCJedMiUpGkb/PpQRlWwWBmgZ630a1E5JhXzzPKx3W2p3QSmj6+wyBntqMHC8gNgQxoeo0ZfSJtT1/OYOnXy0WnDeBkJQ5K5s1k/rRAFvs0f57tZ8cIuXNPAJxQMwN5n6nMtnvNTJs6Fb3ZB3ZTPj+U10oAavPCRwVb2b6aARtXRiZUBfcOu+02c6YelxZc1aV3QJojlxrHAnwD1fgAkMi8oNo/Yy3krMI0M6TIRVPn/D0X6MaTRvgMAK4qnbMKcG1+N8GlKiSwaq1IhwpZBeBNgz6g4Gkl7BLoqb9/0oJGWcvDZCw5yxxBw7UgzdeNwxo8WKynt1PkbfEpAgvIgz4FstggRmmeANLkZgJSwWamVO0k1hYooow5EmItqx3ECgg1I7aki8UGKRHW2oTQXKXGRh+BSMRqrlj8fOxKOhkIpkR1DfkKVQqMoUaXgpGs+pT0GqCBOxbVGXTCdOybB2/aC9f+aAuu/9HNeNHrPghwHsjkBnRo9c8lmKJp8Ru/9wh5GN/4BnDkkcAjHoE3POefcMP1t4DXLuVlgayqvfuLqfYhis8yaAWFtifAJ6AnsxfAlHmzB0FWVzAA0lUodiTk0DS4Hg2nC3wrfu85j7tMRoWuHkQtT7W2OO1yyrdolUDsuELdQNJQkumf3R+QBMTUhE70pinAt0b0ZqG5YZXffSBYXC8HQZVji2WOVwp61mcAtkJJ17xZCB8O6FKkpn7nKHm7XAgjApxi1FGNL0LSjSqSKOw6mztDw4gDBb5W6nSirkC1FruIDAxaDY6LUiBjPJF1+1Tbi20WaMxXT61pafpdnw+1yt/UasTsixS4R2+aXmPCcURoYyqeQW0rawE2rUSaRpZIdl21Xv6CuIrmpAXoOUpMkvKABpAk+KwZoJBc2ERWAGACg0EQez0omwzBOkGimDpjBUClsuwfkDw5CXIJYoqowxSvIEDEwiqIqYLdvYBp8yaQQI/UvMmBEBqpARooIKILfDpgRc1Ufpb7XVUBf/XcJ+CSL38Hf3HOR2GPwQZyaDiDn2l4rSyASU3Ehn12x9Ne8Djg7LOB970P+Ju/wWTc4JMf+koa0FzZIrBWOFqEgzJUvJN4XotWnvcr4BlzMqlbNT5hSKZizBwdxUd6EXC/Aa1IstpI61xXT2Er85aYvwPE4vgejbCnqQXIKDhx7wmd6xg49gTWFMf6FbdlQMp2ggiDpGPe/FK+PQaI+pM6WKz56CukiqxAJrjOADy/L7fX7S+O4fJ4FX4Z3bGl/EH/yGt1nWW5cp9yh72wFKjkJ1HLgrEl+9upmloENfJwwUdkP1WEYPwkQlbBqBg8kILU0LKGaBVgKo0MnzQCLgnYkH22Mf8WYVbmui0tlE3XJM9Dx5IPfkvTLXICPBOMqWFdjDiK73HSiJY3aYR/1VpWrcrlB7lamDd3iswpDUDMFS71I5ku0uB3zFMHthzIylwgDDWKHTzoaGVIlGTSoCK0ooNKZlbNhElNEQExslUGgpUZYyKk1altbbIQkEqUAUgLcvpEdQNKS2loIkIl5pHAAcwRkUm6ZZOIsm3eR7JwE/Gnr34/rrnuxlRhw+zzJgHmVSZikuRI0yWO+41fRFUF4B/+AXj604FTT8XfPv/t2DZqwWuGeRHY3hJjLmDF1T4UbY9zDlWdpXABvCyJkwIfedMSMEPTmwPJSHOdZqgnEs3LU9sAFWSC325by+aw19R6Ac+9HydspYuu5D90v6fAhsvPZN0wIFOrBlqR6EkiK1wgC7soT8qanQPCQobQpq6q6XkhpPsIOtpesb9Xo+MpMOweb/PazJvF2KoYVDOoiimgDZDx1QWybjSvrSou09KZN1lrakLmJqv5yYaH3CNrU7GFmjdlW4ySGmW5kVFLlaUo8VY0PeIBmGVu8ngiMQKTiQSTtJzWuAOQA09cXUwRbCOsDBy1DOaQKjvNWjnewDJM5D5d1wdNGqCRohzcTEDDofzVdS5FqMFt89IC9BzFgZouIL4h7+vhwNlWrxqCmbOYS8mODWiiDgCoA5iR8uAixKSJAZIjP9bZv5dDs0PS4rolxihGAWKtp4maUxAMPPgBmaOTmE1thYYwbpI509IpwAFm8VDraYrEAhj3/Ll98JiH3Rt/+9ZP4IrLrwUAqfpQgB5njU81uzBuZDCPGtz97nvi5Gc/BrjgAonYvN/90LYRH37HZ9JSSilFQQd1jtb0gEep3qEEs7Dz63EGvYBSCjfpu8OQeqNTHbkg2N7Ha6WhdoSStaur2aXfvlEdXW0KxIxZIkVXps3sLAFTjehoj10/oz+NtRW2TyV7SanhHJ1piqs+K7J26bgooko75s0CYz2wzfN4O5peqclxuQ9ufxfs0HeMSz73pvI6KuhFAa2QNY8+IOsSEetf/m7HxkhoiU25gxWfYIjvPYClZjCrm8T786K6S1oTMiSSU1ZhqHMwkfKTtK7hGIjjCcK4yXl4jfgPRXjNEdmWcytuFU7viWOU9KEAWafThDon6ATPKxoNcCtSFBqJ2ByNQPUAwQWwmD8vDkTbm5cWoOeIK5ZAFhIAYQd6tg3kNATV9kS612uwBrCoDV4kX0ogCMeIxOatkV8RiA1gdfYK/0YMCGlCaFHYioBGB7pbhZpXA71gfj09Z2IJ7VCTaEAwhhQFaDXPVSVhwj333xs/f5+7Y12osX2kBV+djyeZKKIbzEl6k8H82JOPRrjpJuAJTwCOPx447TS85+8+JmC3NMgpCi5Ssx1oebFOPt5U4IppeANjSpwBryrBjgIXDGmWllaME9XYPPOy80KYvs5KCeF+v39d3AG8vn35d99FRZvwATA2Nldrh/fnAZyDX9KB7saKbAYCaEk1OQdsqhGm9AbV4Mz3bBogazun2riDoFdEXfcBH/K2dPmu5tcxd/sgFhN6OeSxZRpeVUWEKhbCDxHPB3qAzvPy2JaCCllynliGtZM1J0sSg8Qq1Eo0cxZC9c9cFFFTo5pK5iprIYwYy+jYhkCTNieLN5ocb7l0Fr051mhLe5/6fjnoGFTtz5ZqEyFf54tag8gKzrciHKdE9BSx2SKsHUqR7OGw1PI0uG1eWoCeJ4vsI2RTGJC0O9JtwjQBM2cx1A4PKKMBBMUoTWQRjBlWzBlMhX/PEltjJXEm0WoTms+KAUUmRARdQBJIWaks16YUJcNpYAFwwSwEDkGWEWliigJF0x00QbQ/sXsCFWG39WuwdesIF37s6/jYRd9AGzMTtag/YpUI2wgk86Y6pdVGf9e7rsMTf++RwKWXAqMR8Ed/BAyHOOeVHwQPB0AIOYDF1ryzAJZU3d759nxQQQoj54IpGeCFSplKEMYUdhD0zLw4C/SqvvNXuaat7JGxRO6RP/vaMP29PEaDB9JFyY3NvhMIttdSEfy+qd+AJlmzmTIAOJC13DjmHNRh1gDomDf3AcMB2nR/nVVwrsCW3jqWXYW1D+T87xWOKQKh0tiKOr4U+DqgV9EcoEesxhxO/CQ6k3g0PlARopo62fIbI5XzoIXzd7O4UEwQ0RXfuSKJF4gBxBXQVEBda4yAanxNW/j1AsEFsag/Tldr9ykLlEzpQcrS+SHESOCaheMcvIJGglfQiGkTbSurQdS1+POqkAJYrB/eFbUaLUDPUYreJM6BDoADvZg0PTOJZauhAz0GIoIUNG+RwkIQIaudRwAsA5GjDNBYA8GirirS8GLS6gqUTJAJ+CjIgDMtTAGPE+Ahm1yBHHVpC81aEnrbAk0QbXGKgl6TsPfed8Gb/vbpePXrPoKLPnUZYstJAQaAtAI2Q6KvGgFdas0hnQfzU557HLB5M3DSScAhhwAPfCDe8ZoPi8O+yuvjiQ9PJTkFuG7SeXLcF4ErKCPpHOCFEJN2Fwz4HJP5STW9qsPs7PiVKAXb9oBZFxD7rtd3fTNVZ02xA4K9HcvapT+MuMS89COYMKeWghYw4CMDHKfpeeGPWnIoj2xG5E5nXee9O3MlKkBPP6c1vQ7IraLppWv49IOQxxbp2KoU9LzwQ8So5tD0QgI+Lh5HUHNmtPfJUVwUzOBWYw9Y+ADXBG50HmiwHNmf+fQGALWEUAfElhGiWn3qSrS9tgJzLV1uWhd9TakiS8rVMz9ck0GPDOGCe6BEScixxYQBJLAkLxi3EtnNjawsU6wuY748Wz/TRXLPSwvQ81SxJDkSxD9mEUEqfVW1OB6CRmKFEJMEk5b5UMbStiwDjAKiVmSRABeDL9Lam5yYQRwAiFprz6I/QZJoqsEkoWVZ6LGNSAtxRvX72QKx0pCp4E0LhBFtKaBqIjAa5yoMsQLaClSLmVRyj+Te1//PTXjrWz+NL/7XVajGnQuzG8hsNnqV3FoGmijhz+MJajBO+O2HAOecI0Wlv/tdtLvfBe9+00UymJdy5ZV2MF1bU8yYPUnoFrFZQ8yadZR3WKsEHjiZnUQSF8YUQkQVVge9LtB1Qc+2eYY1L9kd21gKHtGBULkdvdt9W+18rz2uBHpdwE3+3bTNvuRt4kfSIIpYmvFzIYaupkcCjhboYdgS87VTgIuCXIG3/c0v++LMmzP9dV1gc/u5b7u7nvn2k3YXGFXdoqoihnWLuoqo1KcXmVDZWHPaW5e84FWFWBzbxoBKhVLRCCuAGMY+QEH9exD+oSshmABBjqeANW5gSIgTKXsYUacyiWAVZkMQ3+Gk0Zw5yZ8zP2E1kepK1Vj8cGEsC1+nmIMYJfozcuI3ZKl07iWGJkpA3qQVwNPgFR6PgdFITJuRETSAxefu8lAC3NrhQtPbeXJmCxvQAFI4cahiAXYhWF2EbNbyjEYATyvlJZ+blQ0zaUz8H2auI9NW1B8SI0vYsXKBlEOHIAyaWZgIW0kjvXvkIhoQMGsDacUKMXNyo0sVufJDXvC+x2EbsXb3JXz1q9/Hu9/xWe1XZ9Kar0jNV2kgN2ri1FwbtBF/8GcnAcvLwDvfKdVXDjgA57z0fGzdOgbWrQFXAnic/sSsk3LyfLqCz5Mqvncl8NLsVIWof/m79SjMAL3IUsneGJb/bmSMax5tsXx8yuy72929+47vY57l/vxdionPNm+uDnpZY0wUDfQopep5zSotWeI0vSKdx7Q/OycJbChAb0dpKr+2MEm49iUAzFpfL8ilcwzsWHlEObaqKqKuIuqqRaWBJxWEN3SBrGivAmMCPSqPte9tFRGjhOczK9+oOPETOFNm4iEujcEixXNqT5DFq1lBqWag1VJlyQrUiJ9Ny4SB2PkJs88eTZRAGMslTsUx1JXC7lX7d6rnlWZNuS83jfCxgdPy6iq5PqLL3V1oejtJVEdAtbtQl34eCoy6jsn2bjb6FMCg2mAbs0kpBEbbZuQxgENUjaShPDBriB2+BWJLCUAoIoXjeuCzQtYUJWJO1shzwQqBpyPfgAx4FckiDE0DnkwSD7AC1wwJZT75dx6KPe66Ds8/7Z9BQaX5JJ67r+pDpMgZ6FqWAWwrOsQWv/r/PRR44QuBiy8G3v9+LG+f4OPv/YJKb7Xa6bW+puYXFcnnPcErKXClsjJQnCLpfGBBVUXUISbtziTwOsTCj9KlPoAz8kwpEEttwp7r9GmFtt0gt3IRf10tr3t//7uv1ckU5r57EOzTVPs0RL+9q/kFC1Rg9UFTkPSWNiR3DixsE0ioyEDS/kyrS5dWq8cUzQuCHuQKwOpocP4T7nhyv925OVk8+/RJBeHaaXd11WIQYvEu6xARwGlbV6MH8rs3walWtajhCo2q9k0MiHULNEh+ftPwmFWYNr5S53gBm0e2ZqaBlmwLuVhGZCCKdibJ6gPw9u2aZgRdDJu0yERnJXMtgA9k86asDqNaZ2CYL6gMllGwbFy0ppUc09VkqF4CDQY5dzcVns+R3NznnZlBC9BzFFIuGqcBDZhJIWt2piUYozQTBgApLq0zuI0B8FKZBVkYQFWsoEcpKT5pezZYtZYeWy5doYch+VJSuLhFwUXKkrOR+l7Ya3tWrdzW5INeq23BqPCXLz4f9aAW3xwH8dh0+H/W8kTiLADPcgljxInPfKSc8PWvA7/0S8Cxx+L1z34Lbrh+G3jNUCor1E56qym1tQhYEetwWRkjQMRqNT8VUZoO8Iw5GeBVISamZO+6j0yQnAINk171vNoxu3nJjxd/XQPDyISqc3yKAVkBjA28Knjg88fnvvr8v66GCAN9A2q7R7QqIenhIAZV8Yg0mZrUL4wStDQR3zRHS2RHihZFHuY7qu0VgSwdMDPq0+LS93xMkbupgi1VOfLXWw/qKmIQIgZVi9oVmCQVrLxwNNVkFZgAoA5tPpYZQd92UwW1Est7jEEErsRTAqslx0yKDG6zZhcr5SUWDFbZd5Lj6gBqJEhEhN+oSevmsyP14wFpvcRWhFwJeImJr1Abnbwt5S6Shcj79KLT8KL686IKyhwBCqLpOS1PAt2MN6AsJDIHLUDPERFnTc9FYFnIsWkE5gMyjc/mZyBGy6SJ5VIirGkrVFVM0jBZHbrKBqgKt2qWsGK9EuTizHYmETPJuaBkQmLSwcdqWkjStXz3pcPSEkEa0AI1YTBpMEsDHHL4fnjOy38TL33O2/Cj627GqFK/XwAQHP8wh6YNYOlkCXhqrtiwcT2e9qdPAF71KuADHwBe+1o0kwb/+cEvp2gsrkieiYvUNFNmjuB05pqpQtL2XA3sstkpJP/dNOCZOenW0vQCTQNf7IiidkzkkJaz8vc3YIssK2IX4OYA0Y7tEjEhOM1NhBlO+Z+z+sRp/KYtaUmbrrmTQkxM2Ju8Y1LjkDQ9kpPysjoGgAwZt66Mn7W/bJg7ZyWaBXR9Jswe4JsqUKBAl4SbMA14XWFq4EALyJpercUrRSApx4Pty5qejI9Gj4sg1CGqfy+iCmLSk2XASKqstJzNm0V+rc4hjeiMlWYsmTk0ajSnAh9iBEUFl6YpS4URUipSaDWvrm2TYGvFB8AS2cmq7ZFfoqXQ9BTsFPxYK7DwpMmA5xfLDioYOz4RdQX7eWkBeo5CFVNFFhvQ5BharczTfED23YIcAjEqdTwDHSZRqTkohmSH54pL354OSKrN3CB/UbU2KSyra2kRa06U2oYomzZ9oq/XRqQd4n9JC202DTCpQOoMp7rC1hu2YvP3bsDylu0ihdmArdRU0aXkR0ROcLWJoPb5xzzpKKm+8trXAr/7u8Czn42/P+MdGE2iVF+pKklR8OXG6jxJ/ffp2pos6ozz5Yl2N63h1QZ0IaKmWGh6fWBl73426IV0njGsPvCMLqqoBLeYru3vER2z6+6bPra/ba1dw7Q+d59ZfTLtMHYArnsfby6VXLJO+yiv2l7wOgWjpFjanz0e0zC76NYFvVkAOAvQfNEAp9kVtVIN4Nx1bD/BwC+nuZgwVVei3VXEGIYWw6pNWhuQNTcDsggqxgOAtC8QC2jCNL2QNb0g0YqRldFzBj5UhLYSrSsJgy5eIJcmE4AUPzlL0fto24MWu6hkWx1l/bpUDzOIGycViOZcKsyZN5MwXGkOYNU3EPRQA72J+vDUl5eqr9Si5aFS06ZagmJFxXqZMfTPgT66XYPeS17yEpx11lnFtsMOOwzf+ta3AADLy8s4/fTT8Y53vAOj0QjHHXcc3vCGN2DffffdqfuFKqbJkbQDAz01WxBQ+IBqioggVDpomQmNc0In343ua9XcGVlNAaa9tN7cgGz2jJyDWhTwUtgwIVdTV/BjhmiTZjZiZHMkkUuyFec1miatuHDgoRtx3TU34YdX/whnn/oWWNUWG7CFtObJRYzCJD4NXEHTYL8D9sKT//hxwEc/Clx7LXDkkWjbiPed+5+gtWt0QKsvT53Tuc6maXellmfr47H7tHyp4PKlDPAsuGBQtUm7M+Y0rKS+0kxND1xoViW1xXEyZlbW9Pz+yCGDXqG95ei/8jqUziu297TPfEEF4IFWB72OGbQvbcIfZ6WyygsRLMiFQkzfOWlilMZrrymz+yr6QK/vONPwOqBHBeg5za34jgyG8PsZuVIKUqqL+Ye9H29QtRiGptT01JIwUG2u7dH0bJ9phBYYF2KVg+SqSQY8KD9hQoyStxRVc4PNkzbPlxTQ4gNb/JxiCWrhqAEtzECswE2D0Laae8vCe9SsSVavs7EUAy10YaDHlWp5ou2xAlPK5wPyYtge8EzLqypZCcIHsLi/6Ns/P+bdvkEPAO573/viP/7jP9Lvus5Nfu5zn4sPfvCDOO+887DHHnvgtNNOw4knnohPfepTO3WvqmKwRmbagAYkSMWHHZuWkELUmZIvJ3Je86uNAYgBVWDEKMkKVRVVq8saHzTZukgsDU4ya1lMEknTg5v8ou1xoLRcSwoNZ8cTHAMwYLUVF3jSYLBmiJe989m45IIv441nni8DuUYesJWbpF6qyvHz6S9FYLUtOEY8/mkPA66/Hnj844FjjwWe+Uy8528vTIPZTJum6eUE9PLPa3nFyueupqY3a4YUtBIT4A1DmzU+avXT+1tW9skZswoUe4FsMOv8FbYbYLUe0EjBhqYBTUCoHxT9MSFwoSlGNV2af9IHvCWrBGVg9Nfizu9KTfkVLDAjpDYBkMhlDYEP5tNjmStm/kxWeDPBm/rXB3jatrn8ey5lIQGZBzm9ljdlUrEva4HU+U7EKQ9PBOFsKh8EATwbU6k5FDHwYww0NR5MWKo6JvIQGEHHWcMBw6pN2nWsWjRtQKwiYiSEitGa5cN8empB8rl7NpdSDp9VhqoIVAuIBmagCbIwtfrrSNOlJLCF0x+iglbbavSuJg8zi6YGe/chfU+CctIS27QwNjcTUD1QYbzKASyuYIX3Uyaf/px0uwe9uq6xcePGqe033XQT/vEf/xFve9vb8Mu//MsAgHPOOQf3vve98ZnPfAa/9Eu/tMP3yuWCkHx3ALL/Tp3RBnjmnI5M2XRBzpSkL6JlQhuE4bQhpICTNDkDsiREmZmT8hJbmkUYh2pxBYMgWBAARSgDAboLbtoK0nlFY0KoKnAzwWR5jJc95fW45urrZQCaxFapjR+O30z5WxTsrASa1gLlGHHXu+2GJz7rWOBznwO2bwf+z/8B1qzBuX/+XmCwBIskRQjJj2eSWwY8SsEr/vlwej4MKyBN+hkCKzPiwqxp780DXiFZz+CqVuopuuPsuz9vlqa3EmXwlM+KskZQ7s9tSd97NO+syWVtLiKksdnfhrydmFTAotQnb4JNidcxFEFckYNYEoPZKwMsh9XJRCpImTaAKa3Nxnk23buGziHRJ63OBZ8U2pzu62pztr8LdHZM4guJH7ixRXmM1RQLrW7QGWNtzzswsAPEHFqpANESQ4o76T2oRRMCKo4IMYhgx4QQgqxnaFHbFsxCyIEtKQCMkJbTIh9XQODG4g5keTN7IVY83la4lwhP9cWpOwNtVIFYt1GQ7QAKocgLyjHKUkatLH7NdnwgXREipCA7hJCVA6LML+9soHf55Zdj06ZNWLNmDY4++micffbZOPDAA3HppZdiMpng2GOPTccefvjhOPDAA3HJJZesCHqj0Qij0Sj93rJlCwAZeOZQ98Eqts+HHvvQ4ohQOKkbVMIIFNgq1fbESigMOdpE01BedgCX/jwAWsCKaTcGdhplYOWFhFGgAD+b3X7Q3+1uu+N//dr9cOCzfxmbDt6Ab33uSglkSbU5K5WSQ5ocAPWaETLvd5wtihb7gIceJgWlTz4ZOOgg4H73w9tf9X40LUBLlAa0BNZYf3PUJvqeS9AI0sBlhQwnjRNxoeVVatLM/jvOZifnT+mSDzgBSlDsAqSX1LvkgcrvjxaNhHIy+gAZD64t66LEPe3xOYQA0CAkwArUiraHae4Q4e6VQBKo9NpsINo9ThmufRdhLwIxwLKdWTXOtApAhJg7o44rM3GaRsY61Dj/ljZkq5nH+b4A5V6w85VyUGp1vqpSt8JStwi0nWuAR7Bo7liYMb0QZIBnaQgBYUp7T/uIMaAyejMSIShwhlilsWtCXYyMNkQQBeQls1RYUD6CNPcdb7FITxOEW0pASam4fdDIbU4BLJbSIJGbMa3jKZ+UNb3YlrHmxjzcS+OogQum7VlVl6rSAJYq8QfrR5FrGJDAb166XYPeUUcdhXPPPReHHXYYrrnmGpx11ll42MMehq997WvYvHkzhsMh9txzz+KcfffdF5s3b17xumefffaUrxDItnogD2R7lj7Kzwc+1CEiMhfmTVczTISeENGq9mdRhKTr2rExbieVpajOQtPhrO2B3MDJWp5FwiWGoZsT6Kmmd9ABd8PfnPmb2KtdBm6+GdhnH9yLbkJabf3WpM2XA097mvgOL7oI//OjZZz/hguzBFcFcJLgqAfgpv88ENpkzqsm5NJiVdL2nCSuzEOkcmVGKrD01c005hV79vUdG5wZy5PXpLpRmkEHSxfc8jHOjGrmyp57TGkQJlhT1tJiFyU6bTON0G+3Tx9RKb7lbDJFDIga1CWqiQCfaHqatuNuHRElShQoGVYBcrkOJ+k4Ji6Pn3oMDuy8j654JysAndfy/DaCt/iUOZ5Zy2tVG4uFtj/Q3wPT4GnanzqYAXoRMiciBzR2nxgRAyUe1QbR9CxFp+Apnp/QSvOKVIiElkoUoKFKQ8c1NUGsVJyiNRGjAFcrC9CCLe2mLKVG/qH6gWA+vbZNfwnwQqUWoJA+vUDcVRDmpds16J1wwgnp+/3vf38cddRROOigg/Cud70La9eu3enrnnHGGXje856Xfm/ZsgUHHHCASE1OehuEnKeXwE4lNg9+kaiIzAoVp1JLAFBxRBUDmBh11SZ/i4QZI0lnnulTkmqQQo3l+npZM28qj5EqCAZ8AGO6Wj0TsOf6tfjrF/8v7HX1lcCjHgXccIMMsGSG+CnQQQcJ4DVr8CePfQVu3rIMWrdWB3GQSRZ8bt4MoLNnYtqemTaTLy//1VWLvmjNOohfrw5tMjsNHJOatyJLHwViVOgHvZmSKGVQmbhko9ppc12Am2X2tCXF7HpVxcWxETTTHOp+Jf9f0gopa6r+2CaGBH62j4ONUAE+VnNgBJAWltXrJj8fgEI/ZhHqRONbXdjoUlofEdl06bvttTf/O3/P54fiGCkIXVd5/g9snKm5fCk0GIRWLED6fmSMldqbHw9RYwLMpOk1xUikj3KCCQfUMWJYNSmFwbS9QOJrbNuQ50onT898ejlX11KifJSn+vQiwFVAGNRq3mxBsRZNrHVanwGW+uOSf7ZtwRiUluuQBmjufOu0PMvRGyxl06ZLZ0qVVzpujzudedPTnnvuiUMPPRRXXHEFfuVXfgXj8Rg33nhjoe1de+21vT5AT0tLS1haWpraPvr43hjQGgDAlrUZaAB9sHU2FbBKkcnUaA9dTYsUZbBa9YPQyL5qDNQNsDRhVCOgGrP8jSKq7Q2q5QZhJOvOpdJCwQYyOVXfZimSBFXwrr4oSwC/ctR9sfe6AbBpk6QOPOlJEhL806R73hPf2zrB/37Zu/DDX7i7hDynMkZIqyZTw1i6caIVXSw6LJczAwBeU6NdUyMuVbLk0FCKUjdLVqEBiDXQDgi3DICbazfhk0mEp4NhgKw2mHnNvsP9XonIxkXPPi6P624n7hxT+Nh6rjOjPcWt9ZrE5e+pc3ruW7SH+45z19bPtISNjvuggVWsVjeZG4yhRRz7c+P0vcytl7aT++w+D9d5ewf+XRRMkdzjnfruTGXueuyuNzJG68GkhkQUWyF038Zkji+fXUHBtd1M9nasLjcWJqTr2tlvuIVcgbUTxu4joF4WniK1MVtU2xpUoxY0mhQ8hQemRWWh04CkXVthsnuN8ePvj237BozXA+1aCagjBqoRIYyAagTU21ja0uZnRFED8QptzMaWMzXreAkN8uoNFh1q46jJQTOhYdS3tBjcNMG6lmXJsiaiaZbx35iP7lCgt3XrVlx55ZV4ylOeggc+8IEYDAb46Ec/ipNOOgkAcNlll+Hqq6/G0UcfvVPX3/37LZaihK8364K8NCUOQBxQZpI2sRT0bFKlCRzLlxYaHSyueGu1vUUYKcgtT0DblsHbt4O3L4PHE0gJnhphzRIwGILqyuWrVMk86MEwfTfQU6Fb2sa4S10Bt9wCvPKVwMMeBjzoQXjPf30N29om98n3EcgWVGcuKsjP8A4jBAM//MyX8M5PfwU3rxshDAPCBKhGAvr1SIrW0jJQtTJBaTSR57F9JM9j23YpQAuA1q7FYN1a0JolWYZoOJCFJNfWiENZfy/WhDiU9fdSObOuH8BHzCbQc4LEbQ567vCe7TOtrZ1j0zqHfffovb7ZFzuA09OO/J5zPcbEtKIINGB51gZyqZKH+YUcGMo99CZOYUztWs2p58Z8CtoygdCDnuWo6jke9Pw5U75wu6ZqGRZNXJbKoywcd+7neUT3PeQx2Jl77EBBVykXEIAUfZ5A17RTnrLcoto2EZ4ybkDLY/C27cD2ZcTty5mn7LYOtG6dVEIaDnTtygpxqZY5FGQO3bIpYNt+jGZ9C1rbINSyGvtkVAHjgLAcUG8nhIkAcRr/qghki4wbQP6VaSlFAz1qSfjDGAraohjU2xnVspQsC6MW1fYJaOt20NZtiDdvBY+2YV66XYPeH//xH+Pxj388DjroIPzgBz/AmWeeiaqqcPLJJ2OPPfbAKaecguc973nYa6+9sH79evzhH/4hjj766J2K3AR08Jo5yNVzYw00iTWmQKHUuKCVc3TCBwCtmYZ0steUJL1QEzhWUkKoZdCgBjWDtIYUN1FWLw7iyWGuE1OQCDhZC8simyhm0PMMQDoEHHLYRmzYsF5+v+pVwC/9Ej79ze/gxW+/MNezNFBI3zn7z8iN1w4YkH4XwAdCq5quSXJeKtVJaysvpzp+kyi1+GzV5KYBrAafVmeg4QA0kFWT8+rqIrV2V2SIdQY9A7qoYNf1HRYSf5c8CHZ3MaaYpoyZ6eO6lDQZw6U+oNN9U6bqGQBZnM/IZm5GjpzstqPzpWiTu3f3nhn0JF1GTIm6sjaRRB+rZibAJ8EsNibA1jZOFfhtodNUZ62yNlOuNlT2dLo/BmrBWUA8uNlpnfnrwabY7oW/jkktCVM2X0zTcyCbA8h0Q4/rPPOa8rfk4KoMwHD5umIWTUuQDaC1NQlhkHkKBrXMl1bqY9pSPRhPQIOJJKSTVOwhXWPTVhnjoMuXKRhxowX0W5LlyBoCtSSfjbSVkMe1uCVkHKTgM5RjmVoqFro1HiFaXVYYPI8IbjFqnkykP1NLysym2zXoff/738fJJ5+M66+/Hvvssw8e+tCH4jOf+Qz22WcfAMBf/dVfIYSAk046qUhO31niOvsu2oErbaMDNg5Kaa87Icy/RpwnfNAwehCVqTmEXIyaKwRmcDuQiiaaIoBxAC+PEJdHCDECAwsPjmrvrjTiknIUpNW+y04KvQfj/3vmI/Fzh5aJ+20TESZIScJJC7LvCSA4RY+m/gKZMyYzVQl2SQOYZMALE5FSbXmSMGFZvmTcIoxF04OumBxHI1k1eTgALS3l5UWGsrq6aHeVLENk5s5atbxBlsALBqU+wrlBbwUqQM89lx0Fvb7r+uc7df6coFd8V4CaSatonQXgdDX6CKk4FHQoxrwvMbuoY6TQ/CDgV/VomEXbnKa3CqVoPg9gHnSAQnOTY1COAe8ycMdM+ZKsWILyizjoAT27tgeyqTb7diGbO20OuXlHmptrCMNkeY4BYCC2nHgKAFDTwlZ5wTLEB7c8AteyuooI1CKoiHJdQ+sJKNgANNE8WgBQoDNzq81t65cHPXtm5LTrEvQgfLKFaLJNvmf+E8CrJsIjaCygjdEYvDySPiwNgWbFYZHodg1673jHO1bcv2bNGrz+9a/H61//+lvlfrGmJITFGtl3ByQzRhfwOLiJrRqBDVJiIIZclcWiK+1nqKUyA0UWjW9QAU0NaofJdRFiRByNEMcT5NqWrWg6Bn5EKbQ3hxo70NPB/xfPeytO/N2H4SlPPSr1mViAKIJEklTAi8h9kcAalyvXJQ98sfNXSHCcB3aS4spq7fCV1pdlPS0aDkFrljLYJQ2vSppeWmy29n/IoGdJrF0Tp2d2O6HppXB7rHydgldTub0LcP74Xi2rr4ldTRCOCfUB4Iw+EZfHl22g3uPMvGmGBrigqiTxe43Q+fSyeVOvGzGl9ab7UZ47ff6htL1Ha5vt0yvNm4UQCz8+qJjzxVgy82Zw482PAeMjBmR9go7T9Nj59MRyIveO7tCUOcvWWDMbE2KTeQoiwINalu9pBxqI0iIuL4PHA6CSmrsEiLQSgEBa3L5yPsSGRduDAKtsE1MkKWCld2hjK0C0PFbw7grKyGMhmTedj7K0BLEsVjuJpZY3Fm2VhkPgFsxFt2vQ+1mTjBGV8Ly0ZmaNCmlCFdKbAz3Lp5OL6GclCeUUVSpU6TZq3TuJVGJwVanfLki1krYFBjFFSKWKB9A5UTFYxCiZ/JQ1PhthB993f/zhy34Df/asc3H9tTdhvG1cdpoVlIiLyD4Dbe+z7IaLTwUaGOjpNT3oWdBKDmARAJTVklkK1zZWoLpJJl6QPAtUVfq06gzRVle3AtUa3ZXW2/Pllpx5M2l59v7c++ylFUCvCKxIoDdDrSuuyXl7D+hNbVtB05vSNnW/BWJ5jcxnuvT1KYHwSm3pHscCHCniECIkpfuROydFTtp+9es531uvCZYVdDod5e5L6wBU3ubuMQPkSq2O+rd7C4Gayov1Hb31wCiNNdW82DfCrmtSCTJfSffXervGPzibOn2ZwlyijxJPoZplvrQ6f9oIDAaiKVmx+aoS7bFuZZWFEBE0RiDPXxJzKQmw5vktKy+EFhmVTfj3AlTHT5lel5m6vU9YP0P6LcWtSYtbwyo+6dJDCDVQzQ9lC9DzFLLgZKG8sN9ew3OfljmQNMLK8TwXkZaOVWlMFoAkieyqCTwhqQsVAriuJGrRBmklQS2yJFHW4QmQl15VkhRcVZlhKABuu/EWXL/5Joy2LQuQdBkK+0GnHIpkEEe7R5/06zd3NIkC8Pq0Pg9+ETnnx5Uug/ofKGiukC5/xFqb05LoOZCWJ4IrU+aXIioBLwkzTmL3Gv3sCBF7XpSP84xLz5sNnrNRM72ySMV1yQT51QBv1q3YXU6PmzcABu6dFuf543wEJlBqMJT3J4EpgZu7MJNu5kKjnIre3AEq/GOmyXXG7jTg0Yztne8EVzHIyvk5EPRjDCY4chpzsOc0pcq6ewW3VwXtCEaImuto7ofo7qvRksGb7t3KCTQJQF0JqFXiH7dKKNQ0EhPQtOCqkiLSRKA6yDxNc1jVTdU+k8bu5noRvZm7nPoI33UTko0fuOA/Hwxlkd1piSOt6Zuqt5iyMCctQM9RrNz7qEpzng2uAux0u01s2QANC0YayCaVgSFV0J1pJNYa9VRTKqRKTSUVzmOU6MzBQEZ5bIDYgid2L5YXHuUz5chQwN0P3Yjrvn8Drv3OD/GyU/5eOyilwTwRK8CRmU0E+Fh/s5kpHHB3GRH1DOIS6Nht8yHJKsFFlrQEK2lkhWfbFmFpKRWdTTX40urqeVmRooSZTnxfkLYX8IyhmD9pLk2vTwXKx+1M9GZW+tyDdGA2M6Wg24Juc7qmwq4G5/d12tQLrN2uUz5WxouJ+LmpadxYP6PejLijVVIBrlYw3T+DdL1pWSM3qwN03cAQ6+s8IJevh+LdJmEq+Yo9EEJqXtr5wJR5s/c9hJ7jIc/L4gNSnp090wrgqAUHVOuKlfEULSCtubBUVyJU6qoFVFWIkxFoMpECEU0LqlrR9qqgaRI6N2MONmEqA08yYKnQbH5SdvwjCTyu//aY3bn+mqWFiNGtAMNWpDpZgPwLXpkWoOfIViNO0lxh3nQM02l7UCybUgA0oTwAySSRclfMvKkOfdalPoJqLVSJRkN1BWrrtHIBAAE8B3wUIzgIVyEiIBAGS0P8+dtPwyc/8AX8/Yv/VTunI60tQU/Mm5wczVbFIrRUDFiT1skzA3Q0AAO9WA7mkLS7Mj/Pliehrmlz4qS4wSBreQp4SMuLuAVnE6hRKqbrTU4+cKUMYuHVzZszB4z77sZC+j3rWE9dsOl8nwacEhDtmOm2UclkFGBW9A3OAMcp8O0epyJ9hAM+t98zcBtjpMxTgM4BZRIC3IOx/tJ0+3u7XvjzkEHOX7IDilOAN0MznIr87eai+TFn5CxIibrjowBWLnhPWs7LrEPseEoLpOLS3pyvPIUCyXxpVdOLMS/Xg5Foe5NGSpjVlWh7Icj7qWMHgChFpqegNXbgFEV0ScKJMUYbJ9Ynx4LMLOp5RjCBuMkCcmiiaKDJvCnuDxoOUwL7vLQAPUcc8vjyoGdSmvlIPACWk4vlAo4pCCNAknTSckE2cCNAJpkp2HEdQK2OajVxkgvJLYAviGaXwI8I4zbi7Ke/Ed/772tkcACpCsJ+B96t6DNBB5467FLpTONWnmF6YOgBPZPk8wA2kCslN7PTpwR0W5OrcSHVkUH1AFSXWl5aXV01vWL9PbcGn9Xn89GbJZPiEgRdn3aIvARbMM4+FaRD5J6xXQs931f73cv5OyW8PPOZRTNAb6p9DtNMk7MgBgM+YXxuxXQgaQDebyXMkXLclWu3kXd/zmPuFItER5OjzivoauWd39MaH5XCrxtPhYBl4OPvlYQqLkHMk/r0ilgBu7850yukYvPJzFlBQJChqybkdfKolZUuqAkITQWqpWQY1bWmMtTJjYAQJIiuaqU8IpGcl1wRlMyNkqYACTrxc7sbyMKQhpm52vYXmp7P8czXSsJxY/whL2PEac29BrR2rcQ/VAvQ2yniCmD1aVnAA2ASXga6/J17JgcnSdUk2QhIdQpCWhhWBiml4BY2314bNKBF69fFCGqC5Oj5xrYKnq2KXRxxyJEH45gnPAj/8mfvwTcuuQw+ifeBv3xf/NHrno59D9wb+NKXZKNpiLZkSJv7K9/dgHXMCl5o7oIe26Dljr0/a3wyWcoBbU71ZKvnKFKcAp5pebaIZK4e0Smz1PGtTEnh+qx9MMut6tPrmNHyM5p1XUY/6FHe5oEDPb9nXDYJK0ACwRW7172nu1bhO+yCY6c9EsiCLACaeU6B0D8XA86s6fWUz0uqJlbWVO14b6Hp0eiKfZ3j5DFQcZxsQzH3swndjy/u1/So9On1voSOplfeV1FElwkykIMCXQpqSdoe5fao6R8VZWG6Fh95CpZrW1ks1syEWqWFmqowO5oJ1fx7fe6L1JdiDOmLDnl8pXzjTsBb8EKxaX0tlwEspuUlgXhh3txp8lGZNqATEZxPLw9i77eQiyAzOZ08xE4ii8janml6lYQHF+aIGEBcJcnMC8lI31tJTucIjgGHPfBg/OJj7o/zXvU+LG+fAIFwwtMfiZOefQIOPHx/4MMfBl70DuAjHwHucx/gkY/EVR+9LEta0NQFOAuEFrpOTj64RiA3xueCBSe9pZBkH7WZHNOsJcdkvS5uXA0/QPpthanrKtXoRIrW1DSTqajNjr+lAEIuglfk+7TwMnuQmPrkvvvzuhrFPGSXMc+/jp/ZgSz5BjMDWdJ13LaVND13o+xro87+8jvFzHyTScMBlLWhCGRh1zAHpl6Ls/vfOoEs6AW9lUBuJZMnOz5Qji0HeFU2TyafpgrJ+eYdckAnY1NBgUm/k5iH9QExU4rmTEEtHYtG8u3VDK4D0FagKkrQikZCM+maeepLR11LXh8RuGpTNGUCPkI5t5NJEr2BLP4Z2HzpiwFIgSx2veT26InstlqfVZVNm/UC9HaKYo1k5rIBDf1dOKi91qeHpHHsJqkV2E2J30COfmLNfYnZDBfqAB4wYssI0bSwKtmru8BnOXjr1g1xy03b8KE3XYh/f/NH0arf7pSzn4zfev6vAR/8IPBv/wz83/8LHH44cMwxwBvegCu/vxVvfednEBrWOUVTwGd5emamSA1JndRNWu4qRW96wGss7FjzbjQEOXRDkM20SVpsdiBSXKHlqXkzptXVUfwZ+JUmpw5jSu+wBEDtyMqDZBVNr2flnlUpYWcSnJzG5T+nTujZ57d3Tacranndc/WLAyKj9IiI8rEeHJQ5etCz45g75k+9jQ/qnFJ+PZDOA4Id0JsCOLtWLwCWfVk5ehNT48+DX2o6cSdkv1/TYwO+QtZwYBghYFcBkRmBqVwRPaovr84pBdIe0hgBzd1rKuErw4HMv1GUhVsnQeZbIJfCoMJqJISWZM2+llC6LGy+awKJvqfAlEA5BeTYQ7HpMuX7N8HYvqslyLs/Jg24mSCsWyfVZuoKXLuHtgotQM/RVFSmZ4YBJcMEEhjKxHZSnEm9aqpIkZus27t+gcL0RnmQtiyRVbWmIqQRpOMqBGy8+13x1x8/E3/5+3+Pz37wUrTquzv+6Y8SwHvuc4HXvlba9tSnAv/wD0Bd4yv/+U287LR/wS2b1oMGARS8pqdreNlzAFJO1SwhVfqegS5reOw0PeTUCF1x2Ycgp0rrFHIAi/PlJZ9nJy+vq9H5Z7wi4JnmfqtGb3L/dbg8zm+nLsgp119Jy5svepPLa3gQnNUmTrLU1HHFPRnZlO+DZlqkEmJ90ZsplJ1ce/SCjHIsFX3paH5TgVSui71AF6aP6X5fUSOk8tqFf9iNLROOi3dsmlsP0/fH5O8l0MmCuwZuLJGVfnyz+vPanLbAFcCtaHuhopS+AIvknASJfKw0OCyyBLU0TbKu5OhNp9URlb+dluYLTueBR5nv9bxbi+ieDnCLOcjNFqv1C9YC4pPUZYgKc/IqtAA9R1wB0SQ0q73pfDUxmTd1uw1ye6kArJwJq80bQXNs9OVbxkCAaHcCFHJsHIg5gizQheV6JhGTlRcLAUwBVLX44eYteM8bL8Q3Pv9tqVwSZQXih/+vhwAXXCCA94Y3AM94BlDX+K9//zL++jlvwQ9/cCPCXnsi7HOX3MckjcuoTaHZzvfVu3iDY4o+iMWbNcNETJphIhpeGLdlBZbJJBeV7tTY9NVXotXYHPiqK1rkVz9jDQ3dhph2ikhOp90pc1oV9HaEdgL0ev1UM8DJmwBXPAcyBv05Pril2+SyPTS1rXtPcm0nlgTpYMEeEbm4gYKeffe5XbmiC1JwR7qH8ktvSbDam+wG4ayKLFPA1/G17mjUZvHd+/ACdIUF/V3LX/GOVfidC/SSVujQvXWPQ+emCKVad1NPj+pri3VOMwBnMydaRrBKLY2ryWnpIeMxMBYewwCoqnLty0YypgLk3U1VVVI/ffJBsq3WnvlI4ZuxbptQbPV4jU8Y4PkKLFqakFv19w+GWn+3Btct5qUF6DnyDmiT3op9FVA4pUmYqPi7nBjsa+PFbI4Q356WOrOozajLdahpLliocW3rWqktXqV2MR8QDrnP/qgqwuVfuArvfN1HkmPXgl+Ga4fA926QNj396UBd44+PPxtfveRyqdZQ1wARQhvBDSRkOZk3BWChoAuNrvMWTk9dTS9X2kcRrZmc1D7R1FVgSaZNc0735OVx7fx56r+LfWbN7p9nUubHM4ncV8OwT0a5rQ9kph4Edgr0BD1W0MLcQ2fnD+slD0xmhfBA0vcCp+7bCXrxmqI/zjNvcsKdgYcyXW/e9IDk/cBTmlsH9MCae2efyNvR/ekBrwf0VjVheupcq2sp6AaxwCwNXmqw33OCHhVLCxnIa72baB2wlehLM2esgKCfVEPdJ5T9e5HBrWp7tavSogUhfFEINI3OVRNkIZo8Y8q0mXx/hGQBYPU9sn3v0c6TgGwaXpsBb6b7gyOoXgLZajO1+C3npQXoOUo+O8qMEoAb7FwM+jyp/CDVlw6bnDqjKyTHc47Y1AhOs7sHtcc3aopwtnhDYOMFv/Mnj8NwWOH/nPx6MUsoKknNwzilkr3++W/F1z5zhQzyQDIzSPyKwQNAKwAXWjF1psEbkMHPXbpMWeAEfH49rFSBvXGA17Kz02uyadsiLNU5GT1IJCvqAATJyzNfXkpK7/hVSrMmJy01L5jJ+f15ZmQdmUfb6zJkf17IG12t71WupxfrA71Z+2Yxfo9LnM9Lqxf0lfjquedUtCbnA4oAG2/ORwa+4lyzhjiAc3ENsAp65b3KBrL2bZ48vZk+Pf9sZmh13X3dbUVuZyh/J0FKF4VOpLxjpfFg+bEggLzgZM+o4sQ/7LlzQGnmTMCnPKXt8BTlJ5YW5UGPOCZ/GSaNNKhuxPfecora5OD8cIU1R36nviQBSwcr5/dC7h2XS1Fx8Sl1hrlIU5DkxJBNm2mB2fntmwvQ8+Q1Pfc9/U4+oQx4bNGNfVJcSvpDTsmKLGYnw7HWS4u5ukisCFW0QSqjzc+DV53+NplXVjePg4KfhlB17ZAhSGCIFqcmq88ZcyKoRVsF5KAWDpT7pP2ewoXEWKcBTxJMzTafBzWsAkuMQNSQaUB8eUEcE2wRm+aTmPKDTtc9LELIO1J4Ajyv4RnDsg5g+tEBcwAXSsZVbPfPqXttQw+ViPN2L0VNP+upY3r352PYrtPHcLvqjZlBe+5VAh7U3Cgahd0zQgslGM/zmp6OC1uMNM2Nbvv7BIse6g2InEfT6x6LfHwXBPP1ykC27thKgGef9sx0nJFvbKdf5KwNFLjEPAKAqJHalOMLUrK68JRuDqFZkEKKaM7AJ2X8gpQkqwI4CgCy1bO0iM4ClEiyDnr8ecZDzLwsyxzZw5M5ln3XTjA0n17jzZw+nakttFAAaYUZ6JqiwiPnmKBKC9BzVERd2QByPr3kA/JanvewewmHZR+DtDC0SMSzBqaZ5tIArSWxNFRSSggROOQ+++K0FzwWL3v2v+DH122RAJBaHZExZvArRGelEIBQFasycBUQmphWgvCnSKRVOWCnzJva39K86fNrkFIUUl6eRmNJ/qEmxk4asdPXAzW9Vtm0aQEsWq0mTpk3gZSrV0RrcsmUOn48D3hiTpoGq9TNbqRmMWiQzqMkqfcc1mVyfv474Js6wUBrSvtxiDBrvkenJRr37GtbFzS5A4SpfR1w8oEoLtmO7JqEPDeszTZvYr4Xu+dRgF7ZyF4QnOp6V7vDNIitpMlNn8PFvgR61B1jnLQ9qmxSqBBlwqIrOD01HmwfZBzZb44kcQZsY1jGs7lKWLVsNs2uyjyFW2RBumbElkBJiLTSZJW4EphBVSM1OW0ty6Yp8vSmUhY6wSeIEB1f31NoXMlFttQLxy+Qz0eE8gezBCnouQosPGnESqVBblzniG6uIual+XXCXYSmItZ7/BglQ+jun8Ecd+TejB4uByxvH+OmH2/DZGxZ5Fx+7ij15pk5xjijm72morSvX83hPiTYkfb1EPH0++p9f/M+nhnHdSv7TzFmLo+bMsH1XJd7GN/cNM8YmwUe85yz2r4+QOo9xwXEdINjVjxvB9o141xvQutSsW+Oe3nfY3lsRkjPE6bfv0PSrkbfvZa7xlzjY7VjdmYczKIerXg1d4C4F0wq7Fxjxj3kk1RrnH2wmVN3tG8L0PO0wsSee8L2HNM3AYn7P/uue8ABd8NgUOEHV9+Al/7RW7F1y/b8wov7SRWX/rao5Njn05lnEM46bpYCVKiNVH7602epRdbOiALcyX6v9n5mNW2ngWaV86cAcCeArctcZ2l53eNntWVHaNZ1Vhj3U+CxAtB0r9H7vvrm30pgu6M0L0B024Ke7XMLUjsm7O1QF4tno1o2rwz4pWXGz7P8SWHlNvcF+xTfewTdKbnRa+O2L8zmEznJD+oS2XmBfwF6PbSitldsv5VuOHOCMYaDCq94/VPw1D94lCuT4qgH/DZsuisOuOe+ue5m7z0VBHdUAZsJctP7+nJnipwpG9yBNBdpfhNFeVG9XJcB79A1bKZOX7f39w5ff8Y5HS1xqj1Tx/e0s+d6q277SffvrEVjBtjNCyZ9mv1qAmkvmHa+z6xJsEq064q1DFZ6Rtz5W+347nk7Qt1KKG7b1HcjCtkvO49GtzOWnHnJ84mZDZj/cguf3grU6yS3Qdd9/oXvAtOM2E6ZsS+dBwE72zcZt/jz//tuXH3ZZj1mhvqgCYAb7r4XXvnuP8JeN/9QKrDc737AcIgtN2xVUKn6zwfKQdU1Wc7gycmV4y85z/ifNUk8iPvvP6GAMeVHYai4yWX0YPdeqwICTb/IvvGxwvWmAK/Y5+4z6xqzQKlHE5jHhEndc7v3WY05d4Fonnv33sfaU15mNS3RH8dAz1xFcjem+3Tfv75W1gMJPHUtu/5UNGsfMNmx3bnSQ1KAm9N3MYl236frywyBYUVA7r3vHCd0XB/sO9TV+HaEutrhCtahqVN3UNtbgJ4jmkilA5AkXlqeHhHArVYoIWiIO+UoTtZtyAOeWkqRatTI6sJgIDSUEjupkWTM0ABhIo7faixh/fc6cG8c/eB74O3/8Al843NX5Zw2rTRuC66CtZICR2zYb0+88l+fjY3jG4FHPQpYtw74yEfw7a//Dz793s8BY7kxV5WEKQ8HkvA9rBAHrspJbQ7xvKZgSjC1Z+Cfm/VZzY6hledIrZwTmvSANFS9ArcsqQlxKG1pI+LWrZIgq9GlFALCWCI4E/ASoarguIc6yENeA9BeWgRLEJ2WZ5LwepLAIoso1IoXqb7hSmDlGVbBvMhNWnsgO0D2QLuK7iyw6AOU3uvmY2kWM55xzSkTWZ+gFsm9e7h8rjz2wUj5guk4ty9dN/Zo6h2AmJePmiXMgpiLYGYq99n3tIvcIy2O0ZUgCLKKASl/UMEJIJEntc25Fq/wCdaUBUa/zJkifyHL96TCvzZ+2wA0JClFjfyFCWkBdxL+0SofmbDyE6Ay/jLWwhDjNhWGoNEEGE/A4wkwGknidzORgLLhABgOwIOQCkDEgRR8oKDvayDvux1Ixyja85P84xRE4wtcoHzPrEGkxnclxVlyXELUSlRNC1oagpoGvDwCj0aysPTSEDSqQYMKgea3Ei1Az5MrFFssD2JMvy9lwed3EWSyM5URlJXOXRe9mcsFkS72CAUcGcT3PeIAPOShh+Ldb/sMJq2Ur7DBgMDy5ohS1OY+m+6GV777j0rAu+giXPXjFmec9GpMGs4FWq22paYshFYK40UFkgAUFR/yBOYCF6xChvwoGRq1PSHIPmXB0hWaVlIW3CrIttCl5RNxLdGbscpg7BPTfapCWfUeObrOomYrns7RS++zHxGmynJ5cprerJQFez7lRd32jiaTf3A+bwr43AVmamUOjC2H0vyExD2pCvbZqdzSTVewY20DA+VyOS5P1WlRqUA13GPj8jKz/FE+SHol4jQv831nRnOis63vGH89AN0VOny0cB5T7KQvTtHBKS2hZ2mhImWBUGp6YFiFkyRg27hmmcPCRywCXFdcaDt8xqLCW0Y10fKGbQVqW/CgFlChgJVSFkyY9QnrIeXXaRe86mtCASP7793gKgpNpxJk0ykLbGUKgbQ0Ui5esUhZ2GmihmSAkGhhVkPQTB3RJEctqSPSmxuIQJZoNZkT0aQx224vV783OeQ3NIzdqhrjdoT3vedSXHD+pYjbJiKV6QAwbc80PWbGhv32wCv/tQfwbmjwgse9Ejf96GZpWwiigVYVmIPkWFUkBZwHAVaZnR2o5MntwM/NWVbt1syHaZFJIklwJ9WeOUgCLGulmUbq/mFQS0mkugbVA13mZCz5Q3UFTFpQHUCBEBqZzBYKbVIlAsCNvgPS2o5BrLURkA5U+nLsu0njXquwF90htmv41IUijSEDSZ8peFWyW3aZ4aqAt8r1HMilfibe2r1X/t0XrdhnQrNFREtNL9dmhGpv9pwTyHkt0Gl6XZNdF+TmeawEuV+htXUAsE+j65rmCCiAMmmMZjVQT4FvmQCfe976KakGsrKKbJvuCUeXvF4kshMQtVhFSzJ/reBzQ7pMF6UCEGJB4sRfrDyYgUmYRIRJK2lDk0Y0vUZLfE0aUKVpTSktIKiwSa40IwRQW7HixFp5HXXy9DqanpOWy2cdker+QgsbU6zkebUs1q3BAKgnAoDMwHgi7Z80oEkNCgtNb6dIVv4FQDKQordVE1zCLedZkQUxOTSBHrKZx5hB2u7AzxI8W2D/vffAG//sZLzilR/EpZ+6Au24LSQeD3gm+WzY/6545Xuei42TG0vAu77BC371bNz4wy25f0RIq6y3IoHl3LdpwIuVB3hkLbgzZxPgsUzSoE6TCPFNBOj1BzKgQw0pHaSLWNJgIP0ZkebtVUDdJDMuNbIkCgUtnttk00kIkp9EVjWCNCZGTdBUgJipbKKJE0vFioLjzeKs6V3T7AO7DHZemgV63f2d31OaWvd4D1x9JssZ18+g1wHCzrEeHGVM5+r+Baj1zo3OvthzHKG/vauRnePeh3cN9QJhV+MDyvdYnCPjLBYPQ/8LWckp2uOHWZ+G7cx/cqwCKUPGhbpL0FApXPhn7hPGtTSY5MdCynq5/DeaNKkaEpoGmEySaRNVpUKoVTvJecSslaVSLqDLCzT+yMors3kTReqC98H5kodiWUIqji3l0kK2/gxqbau1V3iELE220PR2iuKAU8Hpdsh5AANAkP2m4SWzR1DmqWYtKaor674Ri9YTg9jpRaLR2psq4WTUJPzPjTfjPRd8CV+/cjPikpQJC6FVzUWqJ6AJIK2UvmHjHnjFO0/DxvGPOybNiBee+Gps2TpGWFoqA1QquS4qsXsEzfmLLUmSe2Cp+1lDfXJOuvM5N67phYnTKrGkNfW0IO1EpExSvwKNG9BoDFoeg5eXwduXwaORLBeydg1ozRrw0gC8ZoC4VIvfcalCuxTkb0hoB+pnGABx6L5XAA/0fabyZJ2qLPYOLUl9JbAqtLrO5PLMjNj5ZjrU6wiV7SsGq/Tt0+0r1uHsXstXFrA2zwBAToDHqal9jNyDI0WAKi4YstfYUpfFkl6YNpM/yN2jN8hrHhB02t0sE+UsM2cf4E2ZPQMXjBwBiFZkWpPAUcdyLJnm5uvzdt+nJacrH/HJ6az8BAhgikBDanUimDmdEqAArRUl0EaIgBE6t2NxjUAEW6Igbo3RCGmV60AI46hzl1CN1acXgWoMVGNG0M9qks2brD4/cSs4bY/yeEqP3btBVBOtJhFh1CIsN6DRBDSeiC9veZQS1GntWtCaJfCaofCJ4QqR6h1agJ6jNFlJGD6cQgcA1OggC5QkM5us2V4tJ1Cr4zFJZJj+1IoGh23aB1UDfPtb1+Itb78E1XKLqnFSWSvSzN322g27rRUT4Lp1S3jh639nGvBuaPGCX3sVbrruJpTJ5zYBtP0aBWpL9Yh5U1cpqLLGl7U86vWLCEOkzOACct1O1fKiPZdICDyj6G1dA6GSqu9WDaKpxAzTRll9wi9C2yqWk9YgbJWZmtSuv5MF0zmYprS8Arh6R0b5s48Bq6Sfrtm9zhSz7gO4HQC9Fa8NJNNmV+tb4TqzUj6mg1qo2F5ocF1tD0hdTXMldvZ3QG9mCsK8mp/ydws8mdLs9FpFHdme/VOfxgxUiDBhIDQyxk24QhNQ1N404Hel2qYoGoDJJ7tjOWl6pM/XrWfX5GceHE9Jmp6th9e4Yu/dRVm1rqUv+G5zsijwXmsfScGvJVmjryJZ4cE9q6nSiroNKMdTUJdCBCEwEBFkLNQMGlTq96+EVwzqZIblpgGNJxLMMmmzT3QOWoCeJ8f8Cqe97Ztx7EwP+wwm4vcRA6ed+FAEBk7/f+/uDb8dDmq84FVPwkN/5X7ljiuu6Ac88+EV95MJxcxT/pwV+WkPIyh484yu+2PTZAg9XMtQKlBOio2s7dR2G7NURlNE+qWGzGp8j2a2M7SapuH3z8uc+67R93s1M+a821eg1dIA8rW7GmT5fZaGVkj33fMw43v3Oe7su/P3RdmFmW5aP789uXm7anP8+1spAsfdq6+CYO81O83zAstMM7bdoPsHpJSn1RLTgenh2KcxU/f5dS/b0aTJH9PXhNBJ+rU12nYiOX0Beo7qZSAtwKs+nPRC1byZAieSFEkqAGbJzHx3IsFSSk8AxCwQJvK7XpbQ4jNf80HUE8bglohquRXVftyARi2WiPGSv3kKfuEX7g78zu8I0Bldfjmw114pSvOFT/xLbPnxLVqQdZW6A62sAzK5Sy2mwboTHWlO6yJSrUeD0T4DCkpR+mw+zSRxDjR0ehgQJgHVsEJVBYRBJevn1TVCVeUoznG22YemBU2G4KVKnNZNDWoCwlDW1QsTecZxIuHTXMOZOl1dzlSDU7TWvJ5efuW9VHDDFcgiN1d4RnJcZ3sPuM3KvZpp/us5lrqahTZvNfPmXOkK3kdogkjXmqH72JsziyAXzvOlY96c6guX2DEV/g633Wt4QNI88jFuHHeP69HwuhGhRXBGEK0n6HyJdTW1nl42pbu+dZ998pdz0VbjIUipCZQD4SxVwda2M1Pjsn6OGdU4otoeUY1ahFEjboXlCWj7CLxtm+TCcpQ5qIFlNBgAgwF4zRCT3WtMdgOa3YB2DXStPuR6twqSshYoZ57I3rSJTiCLe6+t8UhGsMCYIaEaBPAgIAyERwR16YTBUALdAPDyKAnG1QRz0wL0HA1uZgz1jYQJJWYI6IAeUB70lLenCDUgT2zOk9sGJRiahwccvt/eOP3kR+HFr3ofbr7mFsRRi+H2BmH7BLQ8wV57rMFv/OEv48RnPAq45RbgV38V+OIXgZNOyqLgAx8InHEGrrpBAO+mH28TM6GFLgLiUPalhjhKKDJH8KDGaI9KF2SFK+Isv9EZsL7fnjKD7phyvXN9YvmJEi5djSKqpYB6uUYYDRG2D0FrhqBty8nHF7dvR1jaBtptHcKaNcBwgLBmiLBmiGpNDR4GtIOAOAxo1wT18XHKKTIA9P1KfbFC1ebfA0pJk913M4GuRlSagAtaCfTsGc7QarpgM7Vt1n26ANaniXXP8ffsgt2Ma5uvLq1+vUL0ZjZtcnmN2L2Xqjyumkg3gLb7HDJgUQlUKEEvRRmiPGam328W6FmajC1gnL535om5BuYBPf3e9YP6fLwUADcxAVqE52oCVCNGvRxRjRhhrGC3bYIwmoCWxyJMLi8jbtuOuDxCGA5Aa5aAwRC0NBQfmeXvLtUY7REwXk+Y3IXRruHk0wtDII6FJ3JNaLVdSaBgKvjHyqAHF20qfRTADqhGFapRjWpYo9o+BK1ZAi2PwNuWEbdsAbZtQ1geIax1zHoVWoCeo2oMVJAJUVWc8kNNejEJ2YOAMciuvbpg/MrsiXPyaLutxfZtI/C2RpzF5rhdnmDTvnfBy9/6LGwYtsBHPwq89KUCeBdcADzkIam9zaTFFy7+Jv7yOf+MLVsnoDVrMiBaGCMcj41qztCk9rhUIw4I7dDs9Vkr8kv2AEhSLTANfIXEz5BILgO8ChIpSoyU1K+ci2JACrqKtthsTO0NMSIuLyOoaYPU8R5SZFuVE7oJAAKISeuSCsOMUfpFrj9p7TF7h8aUiofVoa521KcpdTWMOSkx7jhj+45oe53j5zd7dc7pAmRPW7w253OtvM/OJH65ngCdrcdmfjG7lrcYyPPm+YSNbldcas1UUAugoJi1sSlfdfpOU9vZLAPESZAiTTm1te5smZ+klSam31FTrTksgpcFCPeDHoEmKFMRLBFdv1cT1e5GLGA3jgijRqxGDvB4+3IGvLVrgeEANJSAECwNwYMqFa1oVSCONRCHGrATSZa1g/TdjDNSREKfX3T8w1mLUp+s7zoWOEhqlz2HPBE1haGtQG1EiLoiRGSEyRq0W7aCt28Hh6V5h8cC9DyFRgMfiBEbyr5oAnwOlr1Ass+upudAD9Fy8GTfQXfbA9deswXfu/p6nHHW+ahGUXNnImjSYtN+e+Dl//z72LD1OuCRjwQ2bwbWrwcuuAA33/tInPHIl+KKr34fqOtimSAMBpp4nkGPO/Z5MtCrAtBGGdh1llSnVh3vanmJmZSciJ2pi63vpH/m4GaV2lm+U+2c4U0Qp3WtSbIxgtoBMNQqDJNGxFgiMcHUlUSzBkg+oCbjBot4I6sCY+DIiBaAoIxJlhTSJjkn/GqA5flWv5aBlX0yfeQYf3HdGQy/F4z69ne1tVmaXvc6PQDZ1yavrRXBWZbMnDS9UquzyN4EhEByB8i9DPRmP4OVqAA9G79OswO4B+jIfbft08DIlJfYCpzHVgBSYZYIlOZaG2suwnKKIrk8PcCvvWfPNqUimDlT+Ur+XkZJ00Qqr0Dz2XgySW4DAKDhUABvMJB0gEGdAU/Ni2yaq0Wo2kLbtUR8U80IVlQj5ufkF8pm9x5gzwlJ9pVqVfIIJL1JhdUUCW7BNINKliBrWfo0GCIMB3JyM553eCxAz1O9PWIQo4bchtLXQ0A7QAkAtDrokQO9pbrG353xJFzwsa/hTf94MerlFjSOCMsNwvIYm/beDS//p2dmwNtrL+AjHwEOOgg3xwp/+lt/gyuvvB60fve0Hp6AXg5b5Mppeh3uy+q4tooo7e5DNOtE05OoTbgKE0iVTJKkPFPTMzBTQa9Fkk4tTzEMnIlzIiZIMQdZ9KhoW1UtqyInP9+gllDl8Rg8HiOMJ6CmAU0a8FjKJYVJjTCp0S6JqTYMgvopVUJVUCwXnC3NL31BOn00D+jtrKY3E/S4//i+fcX+AvQc8PRRj6Y328Sa2+s1va5504DPNKAEdFbBgwGrr2paoV1fFqc1kNgx5Mvl8siNXQdqAJIJFMjaiTtHrjO9nUlzRFXjS2PLzOgDjXoufIjltXqB3LehA5AJ9DQWIIHdxMqMKdiNGfVyi2p7I1Yj0/C2L4s2tDySALGqQli7BrT77mLOHNTgofy1S5WUHhsEtMOAyTpCs5bRrougtS2ojlrWr9J+SjvDOEe+W1R7nms8rb26MRRdNGowV4iCreQOs/IKQl0L+IWKxOITCLxtO3i8fe7xsQA9R2FiJblyGR/ABq1qKvo9qesdZpmlWfvMFVea0QQvfdX78e3Lr0WlJk0atQijCfbde3e8/G3PwoatP8yA9/GPAxs24B2vvQAfettn8MPrtoj5oZZyYlxVyWTIqvkk8HMTHYBjLhoZ2TLapUpMm4McjpxXgc5AZ7lJmNFfBjLoRYCCmj00bysEySvKWrKI8K3WbmwZAAfEpUqsoMwgHmg727RqMjcN4miEYLU5gSQ2msmTYhBGoZxG8sekX1RRMRGzvyEzupnmTU99Wgj1j4e0eyW+zT3HcHcfT+9b6doe4LyWt0I7pkyhxbWm718EpyiYpWRopwWyBnEZ0CXQS8vZIH93y0alV5JWBKG5AFDep9fcVMDp5JhOmS81unhK87PO2ty3/LM2jy2w/AazbHNzrxAc0f+++nyH9qwz6HU1O82Vm0gqQjWKCOMIGrUZ8EZj8PIIcfuyBq8F0FItrhCrrzkUDa9d0jq8QylY0S4R4lDMmhhEhEFEVbeIrbglJNUvgCby3Ey79YpAMm8a8ANZC9bvKb+zcVWf0kNhtKxpGuYOiQAtDcApyb4BxresOi6MFqDnKEwYITKYJBkzaignEaQkjoEJuwimmZpelngP3X9v/NIRP4e3n/9f+PKXv6cJn1YZQaqOPPOMx2HD+KYC8K7YvB1nPPR52Lq9lTpzVSWApysGIwSZuFXW8srINDfJK2m3mB+jRJ11Ixs94AWUml5Azj1yl/WAZ85rtCKlkx4biRFY/ABBJwu3lFdzjgANgNjISu5ixmDJ0xsOtOSaJMzypNGi1JqkTwTULTAJoMpXZKlEowSlEkdW8SFWVAABM6OQ+vuoC3Rd0LNxYmWY5hty7iE6xm/XW03TW0VrmwpGmaXpTV2/RyvsAWbvl/OFCAzEqNVctooA0+wYIli29jsLY0kws+2doqdzP1MDHAM/YjEfwsATAFFOACc1Ldq4FWlKXRgd8IwMsOSgxtqNLdMAEx/I/koTrNJ07L4DRnKVSLtdZz3o+fKFKkhb3mqYaMUVb9JUQTHVraSQCkljMBANbyC8JA6CfipP6Pj4UTFC1aKqovRdy7FxJWZP9tHuhOzTc7yj6J9R6wvFyySLFgRVi6+UtFqU1SWmQZC8XbUKoa7FxTMnLUDPkZTtiWAixIZLn56T1kzTo8irmDcF+B5477vjUUcfivPf83m0k4kMUAU8alssBeCY4+8PvPKVwJYtwJe/jK3D3XHGiWdj67YJsGZJtbsMeBn0oGZOoPDjdSVbKDOLgNUB5JqcT49R+PIS+ImEm6qY6PMoqAAQZSJRz4syGSIL8FlqkAxgGdjUyqckwAZhiIMKaLRM2XAAxFbq7rnEVLY1vwwAK8rFskNEmkraPmYxPYVOODWcK3RVzjoL9JLGwDuIePk6Zh6a1vJmtKFvX/c8rynOAr2+a06BHpf7rb2qBeakaHYCH4uZUmt02vijNiaQy0E8scjHLBLWdjQXy3K61OdbmDKDSzEyzcvtJ0ocWI/h4ru4poPz6dmzIxWedIw7xi4Ccmb6vZqe9yt7ywObAKHzpXX+OzNr6ndKvrwm1dWUVRTG4MgIwwAaDrWOZZVALw7UpFlLJKZEcytvqADUjFBH1HVEXbeIMSC2USJWG42Qdv68IuDHWVTSs7QYAMh8oZa0HBlykXtWwIu5IL+khhBiJIRJUP+jpFjQYH4oW4CeozDR6h9E4jzVkctmLVFJ3oBgNU1v7WCA0XiMd7/nUnzg376IZtRIpZUmS2Q0muD01/y2pCW8733AfvsBGzbgb575D7j5lrFEVWlFca4qqVnpVh5IQBesPTaznOSoZBU6TArPUh2nvDyv7aUVCWwwrwJ6yUFNMglAAq7UWrUFVZcYQA3QgFQwUHPoMCRhIUaWotRtLfU324FGeLaIo5EAa9Byb1UAK+jJ/cnlsgYHesKApBAuJwl8Hp+eD5lPY6LDvGyc/CQ+vanniun79Jo8Z503j6YHTIPaTE3PHWe5qApmqeKHaXkWOBUs0EmANzQxgVy63izQ24nk4zROnbm/sHo4MATQ0ehWBkMBtZjBzz1jZokKTSuTOE2vEKw6XUr8I4FeCZBJ09Olgqjl5BsPqYh0DoYjF7hivnAaDlPgipg0Bxnw6pCKzmfA0yXGauEHVcWo6xaDqkUkRlsHxBjQaoCLBZ70+fSQfHpZk0+PoLX3BKD11ZucptdK+hG14oqhSIjDgDAx0KuBejj38FiAniNZ8UBmXhgGRJ2FZODWiFlD1HaZkGSSeYe5HLDPHnjDy07Gn/3VB3Hp57+DZtKIr6ph0fK0iPTuuy/h4Y/7eeAZzwC+/GXg3/8dW27Yis99/JtJIusFvCqof8HMCpYs6x30VDJqM7m0wuxjMmPMALzKAE8GbapR2aXUfwYimeCb2gCotG+pAqyfLj0iVP63ABlq9VtaqbI2SpTqeCJrCGpVeDQ1qBITJ4gQqE21CYlE4xMzFACmQppkzsvoeJNsXx/95r5DDPB2KHqzB6DS9VxgR942fe5UO5ymWJgQe+4xdc10Hpf39dGIcPtNyItW6kpNl+aziyyaOKtmp5XzKepAMOCLDvENLHcS9IiimDajaXmU1tiT6+ftAGRfC4CoALpSK+RUKkxK2JHyh+AKrKv/GiIhJV+kjTWv6c0QZEzT9wCZzZsKeMm0qTzL+JaWLDSzJjqlxaDBYWYxQgois6LzpMt2uSAwjdgMVUQdIgZVhCzUEtGGiGjL+tSQUmnOxFnUufWBPa7zsgSVPRz5FB5EhWkzVJp/a6XuahILV61LJA0Xmt5OkXeuU2RNXyCZhAEgAwGIbUMkNEoT3wCGIuPaH9yE93/kK7jsss0uWi0PTrQMalqsXbNGbv7d7wInnAA85CF42a//JbbdMspBKyHMBLy0CkJlCbmdBOmCb8jMZBJNlJ3GAyeRSXFmztqdK87cx9DT9W3g6r0YVkos5y1xxSmPKUdRZnNjrGWBTFv/iyqS/lchVZqhSmt0tiFNcBrUaf0vBKdtBH1/5tur3UNhbTMjg3vvwMA0k7JdjpmZiXmmYOCv57avCG7c+d1zvZnNjvm6XVPnzKAQZbLl9afb5wHVB6cgmTij228RDg7wWs4aHbO8OzvGf7q+cKDUJ/+9aL758Zz0QWnZDT3GxjIgx5hVYmq7og9xEibJDxcioIliZm/VNKdaZPlsdZBYIMcM4UN2ujYCOQJcA+LMd+qDgUjD+CmtgSfJczxpRNCodBmvuhaXiNbb5YoAv/yPt/a4ijOoGFUVUQVGpUv4hBDFJ+rdH2mA2TN2gOfN/q7vHBT4dJFnci4HHylf/lH+q0jTl7xUszItQM+Trd8EyKQEHIOiHFJug1g4uvxTE869DtoHcRLxne/8EG/+508KeOpAtXQBilEmfox40MMPk8s7H8blX7k6rYIggzQDnJlU82/IhPQFoVXzg7XfM7sg5gGfhyd+SjP3cRpwCfB00NIMTc8zaCs+bYxCzIosgzmqiWjeAR1IzZY6qCvxa1IVwG0r2l4b82RPz5WANkhUWGTRbEVkF5OcsS1CZmzGyaY6h6TRzKLUfwPOHQa96WNmaXT52OkGdcFvpnZm37vHpfYwugA33aaccpA0PS/cmbYWkYKoJMAldjQ9O06tKj6KE937UZonaSmZLjgqMiXwI8pz2o5xNuiUisM8vR1QQa8zpvWRSC6dgm80IEb2zZYNSxunnq9sLT7ST5ev5k2dHvzEHBhTKlJaAJYZ3LaSy1ZVeaUW4ysOOJLptlM6jANAQXJgqxBREQP6GYLwBOMdZDzRlLbuYs3eN5DeqxxHiTewui2yINyt7JK2OYF41bKLjhag5ygYAwXEl2QDHZBw90akRk4qHWBmDBMkT/2dR6BtWrzgRf+aJGBbxwoMMUGoaXPvfe6CZ730N8SXd/HFwPOfj8m4waRlrXCeTZtpFXEnpSXgM6nKcokKH1VpZhGnOrJvqxO5ifTJCfQM7GhVTY+RzEaao6dsQXx8auNhNVVQC2fOZGfmJK3u3jFxxqjrag1kJQaOwGSiSy412bdHBA4xRXOKCQrJX2A+FFkJwnyNygx7qM9/N/O4zDcL8uf7/VN+t85Dne3P62tA554uB872r5T6kI8BPJjkYJPONgeQSbtropo6zY6tD5uz0CeMOe8X0Ohoel0trmvunBXkouG7ZCs+6zb2xzl/HpkZ1I7zJk9g2kQa5frCZGWMgYIETzE7odO3nbTpxvSn35/tS8JZAj3OQGeLwbasq6/IMw+dRaZZ19vkic4RXRC24CnKS9KKKnXmBTGtqam8ooqogpk3W4QYUFcRVRURAiNWrG6N3P8kRHYEZ+t/QerqsAfgXR/d1eBjRQgVsjm2lihOXkRv7iTpshsgQmiiPFAgvcQQWJh34JQmkCReHbRnvfx9GrzhIthsOQ9G0vCoaXG/B/0chmsGUkj6+OOBl7wEHzr3E2gRkqbHFSnjdyZNG6RpgdcMdil60008ThKmAZ6MyKTlmf/OAM/ATr8TsS7bY+BQjlpm9eM5dJhSFCIkbNxLampKQcekYqkMoZZBXdUBaCvR6mwZorp24diS1kC1PFeugjznhhTIzPeikaoCwwiN3DfA/Djcr8kWnXUbuTyI7BGs4tSb2pvC9svrzkpNWA24ekEugdSMRnVBzkdWdu6TqqiohmPARWkZKM6ah1kXvCmzaVUI5Hxf+21tiTGbrLy/bx4yBmj5K97caMErpgla2KAHwa7JE5wBj2Q+2phiyHwgikAdUjUi78PypdjS8+2SggQBRQpN0u6sTJ+ZNCPyAtMKgrIMT14UFgCoHoAqXcarCpr2pLykpvzd+fPy/CTVvIBKAW8QWgRi1FWLKlQIVQRVDG6tAzqHIvUKzun9mkYtrRSNz6xmEZoALy4YuHU9OSgIBlJfH2m+8kLT2ykS04v+iBG2KGKy51sYPlS7qwAQcK+DN+BZz3gUznr5+7Dlpu3FQBUG4Mw9LSdT3NrdtF7c1q1SUHowwN+95HxgOFQtxwFfILW/O19eGphI4DeVIO2l46RVyODMvjxk+zuxk844aXcCfLE/SENNT3ZpJN5ldg59hhUk37FjvoiVSNZltRRlFM5uz5qaYJMXbVTfXptSGmziU1CtL0S5uFaAD00JfKnBvmO9fZxnANnfPAeX1507kKVjiuxtxiygY+5vWl9+oAfMop2mibnrsWPGHvBilLGv9zZTJun4T9uA/O70WAm64lJDm5PItMIQkNRvX6iBKJlBAQeAQD4eSIEspr4nn18DEXqBNLbMd5zXCXQWlmBjzD1fe6Y2XwJ6x2DmJabtofTnRc6CdGumTTX9c8yBKwYMag1JYFfMuxJYLPKSiFEFRq3aHiJQkZg7g+MVqd3WQc9DCtBL/8EEh8Q8CpeLA7luG60AQGV/C9DbObKJaj4Dr44Tg1uXYOo+20mLyaRNdeGmfBwpGTcP0IqApzz/scC2bWmy//cXrhKtbJYvL9nbHeBZJCnlweJDsaWNlPuRQxWTD8/+zCENteOnPwCkA3yWeZON+TEh2iRnTj4+kxg5TGt7XqosfHsJ3EN2WCvgUVWBQyNSoAFf2wIKdJyeNanfjnNIvFXa8cDnJ+0KkviK4GfPfmVFr/fafX6eqeV2bHtfYEm3rUAGJDuuq711ji+u3wW91BYurm3HUctp/kyZMO08++uYNwEIo/amTZYAEbBH+fmIdZWRKfBLHcwaoPRlNQAUQY0S+ElQiYwpGVvmO0aV/cZZQDEtyJ5vuTlbD9KXDug5q1Eyd+bAIS9IcxRBMD23ShGjMmtRmBKeS96CqSCSEKL68yJqikAA6iCBLRbQIu4dzoIfSsCjGT49WzfTUjxyjEJfW/p8fZlHzEsL0HMkhY518McofikgObOzpgcgAJs23RXXXHsTvvvtH+JP/895cg3HBFICrkljGqVGbcRjn/wQ3HWPNcBjHwusXQsccwx+9L2bck3NrsO5GKgO8Jx216/pIU8qto2mfbmBpVJdOVAZQTqEoM7srmkTgAv/lz9i1eZsQDOU0dg9e9baKiRNNW04c653wovWpxFpXrJtI6hyZp4QkqTKJExJcCk/FAM+CVIyTtMzOObV9GaldcwiA6hOxCQwA9y81jcT9BwweaDrAlnPNdN9zQfbvVfhl+J8fQ0iKgAvin+P9bxs7YhZszNtToEu3cPK9/REaK5KgRWcOuCX9jsNEFgZAIGk6SV/YQM1u1EaW7aWXNcapBfQB2b36BNavLCUx5C3GsGBXRaqc1AcnKYnJweN3My8xAAvA19n3iVNKmtdFsQiml4rmp4CYXC8gtWCJHE/VACemIB5qtsU9LeZfxnZB9gHclPtpRTnMC8tQM9TG5NTWwaxTsIIMZVZBRYAw2GN177m/8MHP/glvOWcT+RrMErAszB6C9FuxQx3z/vuD3zuc8B//IcEshxxBP752X+WGDurdhNrHajJ2Uwl4CVTgGp7BoBeIy1ATzcynLNagK0wa1YCeOTAbjboycVFiA9gjkAM4nC2+wbNh6ugwQBwZtn8FysS32kx4C3CLKSUhWTirCrwaCSaXtNkYcFFcrKahkBBsT6CWatAsAS0AMh9K6Rv9+xWIwJyVG/3IXWO62yfFTEJdMBtVoCL0axgE3S+F+fMuH6HOZean/NldzS9BHiqzRHycQnwTLMzsEspCzFdH0ypP8wieNpnbm7ZnxSBSSGDH1CUqSpA0GuB3gxKVkBZwK5IhQBACABFCW4jyHkRsghqJ7+QoH2p9Nn2CDj5Iet/HU0vNA7sGjEbI8ak5SWTcRtFAAQ0xUdSFcxdwsHFBxQWlSx8ml8var5uVUUMgmh5taYs1KSgR6wl2MTHaT49og7geddI8WxUQzP+EJE1PccbEJwbxJs41fWzCGTZWfLaXYwi0Zl0hgi08lIZAePtE7zi/70Xl11+bU5vAJCK51r+THTSmPkzmhb7H7IB2P59Oeeww3DJh76I71x2DbB2jTJ0ZfKO6WcAQDloyQFIAj2ntXgp3QGgmAVi4dfzGp4BXtABG0Ls5+cmwTEBiGDWxP4YxKzBCqzRaXvUr/FNpy9YOwNQxQR8lrpgkXVm4mTV9sgmfwgCZmaK0seRND52JttbJXpzhqa3EuglUPHbe7QsIPVhh6I3O3644pjudXpNmz33TKZK0/h0jBvgNW3W2Oz4xKizzyltV+0kmzidf13Pt4IQRXm9Tn/kGH3nBn7dLvpFllcCQMAFwjjwM2pJ+EIkCV5rdP7EcgwwKKU3pHtOvT9vZXBaoZYg62p5waI3TcuLMdXY5LbVVdAHOZzfYgMMJDomzT6ri1llsqbXJvOmpS9Uat6UZbo4j39GAXjeNcKdcRT1Psn3H3jKxNnvBsn9wPyYtwA9T8kHBMjkpWwa4RZAjLjHoRtx5C8ejPPf9V/4wuevSsckxUCl31Rf0NvclVHc+xcOwn1+8RDgXNUQQ8DV/705mzadpmdaXJGD5wHP5qlJRc6nNG3eVBOCmTcJyHk0pVkzmzQz4FXOROGJmRBZJ3bIjCsyO9CDSHMqEGa/ZAlyFmCTTJyWQKtCAHVMnHBmTm5bUGxFOIlVYsQckUxR8pJU+yNNeLY8ruCemx8XPB/omU+vL2WhfGDltfUhTt+jF2z8uTMa5TUzB3TdVIS+a+bzuB+EHYD6iExyfqUUmdnn0zPAi23W8qKZOL15MyaNfYcpAaSCX6ASQEMGRPb+ulZDL0NASpFoOWuACn5prhOBQ9BAFvNBCjihyloqIOPZFwuQ59x5CWmuUvIx25JLZuaE5eU53yhZQnrk7M8LtfSpqqT9JiB6IdpMhQVPQdawlD+QanN1iBioebM2P5+CYpsivKVjHKkAPG8l4o5PL8QMemJ1omkTp82rPvCzSPo5aQF6nmyimnnCTC5BfUot44G/eAge/pj74v3v/jwmbVQtwI1elZJ9uaUkjek1f+//PgG45BLgWc8Cfu3XgHvcA1d98yKZbESZ0VNm+KWWVwJe1vKoo+1pm1RTYT+pog4Yk8ySPw9isugBvGDVGNz4ktxuCWCxwcxBynxRkAEdg3xn8+vp/dJvuD4UA7p0tFMlTCZN5qABLSTJ6mY+5rpOAUQcpJYqSMGPRFsvp4gKCm02X88i74v3TMvO42pOgOy55hTIefDyNA/wKdgVvriuBlccn7eXps0MclP39PUzLYIwaXPqX/LHJv+d+p2c6dLM/uk3kH1T1rZQAsksSu+vC352DTV1p+Al8//p/iK9wQDQ+/SI1Eecx5YFTJlvr6DWXc8/U9/mmAVbMtOuPWsfxMLILpOI9NxhEcyWZ2wCofnyVJC2aOgsRFMBcGU0uLStIk5BLDVFtESoqU3AF0JEoIAY3PN3LhHvHrHu50dsq1k40POanudnHUAuUrbCSrO2pAXoeYpR8k0CCcO07UwYLtUYxYh/fcsn8W/v/C80basDXhlVuoYymuTD89KwDNB9Nu0JvOmfgN13B847D1f/9zW4+N8uBXZbVwSvFJVWzIbdtXd77c+DnQc9IDPQaIM5O4cLLa/w45WAJ8KuXChYvw3oWDQ7xAAOUQe1rn/l/YXOZo8uaHtJswPmyacSIKkLJn1bhZbJWKTcttIUBjOdKUMyTU+iLsAIJW9KAsLqk8e0/wJAssMC+oDKk1Zg1l2QS/dw23ojKY36mKgBlz9/VvRm9zqmIfq2FIJdBsIMeFxoHwZ4aU1EIJs01fzPBmrsvvuAFrtdEgYofV+VgmhuZsJmAzAFoNL8qWOTSKv3qPmTeRoA1ZeX5EcdW6g1sKTi6fcTVGM0S2tfH0wYVI0mr5yOHLTi0p9MmE5angl8zAJ4pt1ZYYtUciwDxZTFKAmk/rvM/TpEBBJNLzIJ4KlfjxS0gvVbhWCf7hQsKE6GjcP/POZaMuFYwI/IR2nmT+/r81Wp5qUF6HlK+UMkUqtu3u/gffCqtz4Lr3jhefjy57+DZnmMHBlob08PNoAzH543QZhEZrRmDTAc4h9edJ5oMJZHU5FzNveFFXtThA1iTIFe4Vfw88y+J9MmnGkzmyM84FXm55sJeur3UF+eLEMk/j2wS4vwNnsCuvb7WX4903iT5FqZiTNkE475hozpxgrUisZMatIUPwwwBXzGkOaYOwJ6HSCizpcVtLPe63WOKfxwnev1+uG6ZFqd1x674NWl6O7dBbk+TS+ZLJ2/2uo+JiCMWYsyk6aaogs/nn3vAT1rCzOt3P7c9TwuxdmUwC8d09UAvf/PzJ92PlBqgPYc9DpiGtWS5jGkKOHyYHf/vi7omPLgZ9u7dTa7aQoirKsPu22zyd8Cvrplx3pdC/1/CJqjRxEDiqipRRsoBbUkgTiENESIJCjFeIgBntXtTCohdP5DxoD5Os3E6dOcSv+eN20i5zHPSQvQ86R2cYCzaRPAD793PS48//P49rd+IP47hoKamBtFezFJMWt4xOXA9JFV5W1Zk6nVRxCCgFfyZWHarBlMA8IU6PVGb/ZofTaILHE0kJfMSsCzSC1/Gf+bVbqDFvwKTMm/JzlzSHX6zGbfnXzlgNZ+ql+P2+yLKGpxNm0uqMtZsGATNMw85UxRGezyd2aI9tbHkQKmpPd0nGl94HxcUgOmn7m7QNo+BXB2XXgtcDaI9kdkdk2bnDUzKLPuBct87NT1p4CQs5DnGbAJd3aMmRE7gOejN73WN0XeLDiP7ya2ApC6fAKZ+dKeqbteCorp+v88ABKJIIeOWZxIheSgQnLQMVdphRI9TP+zIJi+QBYObvklQirL5Ss7dbW87DLJpk1uWwRNSCd1l6CSxaZZA+TK/Lzu3OuCHnIQi1ZjGVCO2gzEqIjRuvUrM+iVgGcCRgI/2GMIwieiaHtI0eSUzZveKlRYidQCtEhZ2EliJ2Uy45DD98Nk3OB73/4h3vIXHwYvDXSgU3Y021zVbSYlF07+mBnEib//KOyz/17A1VcjL3ZJyZ9nLxPOP8caoTilxTmAmwI8m8v6PTFAB4ayTwaYOaAtn0aawNI0HdyErOGh8z2yrh5NwkgCSXBPys8hTn3K37k/8Gbqz/qf/9iCD8yer3699MzTGkbTf0lwUc1B+AyBZ6ljcbaGQYx8XqScrzR1XHm+HZOCTYDiHlNg17l9X3Rlt11dc6XX4Khzv9ywEhzLNnTu2X225s+L7remrwDIQMdlbh5HLq/dB2ykEkVPNGbZfhcMow+Wo1bm0XaYr4o6pc4kLUmv47WSgHwtJjnPIn+jMGvLfyGGRHI6zYNV4Msuhr7nbh+UAjgBm56d99d55uyfvaBNyVOcL90CQrIbYQZfgX0vwW1ArdQZpYgAxy9UWAb8p/EQTrxEnmQpEHgeYc3ttsdbsbjn9yKQZScpDR75gWe+6NexvG2Ml/zePzqpVQafgVwa/FDg03MLU5J+f+IzHolnvviJwMteBpxzDvDyl6NtI753xbUFQwf8gKSpFy/7aQrsZgWxWJpQcmOgD2D8QEUaqD6p1Aa/p0CcAM8iONMfE4ouKCj6Pq0E5LmfnJ6JAaABngQVhCyh+8mfTMxaMcIAhhgpfSKa9pDYzfS4wMq+sOx+4QR8U+S1uOBARQNO/HXkYtNgtxLQ9bbP3WNVEHPtnO3D62zzQl3BjKMDPNZVFgxETCP0gOfVSn0HHXCjQApeOj/MbNsxa3FUcLS2EOn1K9cGGS+pao9ZAxT4AJTgZ8BnJnSaLUj1PluGjDff1K7Bx7oNFQR9pKe/brQ/99z7nqEXEIvfwKz51wUUuFMCsRUMSwAYVOPLPMLmvzS8KzwnPuIehAnH1mwTwqU9apbW7TzVbkrHzuOWMFqAnidzrgcpWHz2H5yL1kyeZExUni6FoCAnEWyoHLMwRuZMPk885eEZ8F70IuCss4AXvABveuHbcd3/3AhatyaHFVueng3CyjN8lOYHcp9TgzjNJJmUCoCINsB0n0lzyQYvpgjz49kgT2tpdTS8iiRa04iTZMfgEBEjqaRdJSmOi0HMKRCn27/CkZ38ekh+ConiJIniHI/1AioBm6PftHNzlLMJLlFMQGzl0rh38pRgZBvd9/SMtZ0+PL6POvtnaXXUBzZT7ZmBxl2NzY/NoiOde/lj/b17QNAWXPbBK5yAQE356htPKQmm5XUBT6Ih5GvXP5O2Z02PZuRlkVbmVyk0AZ8PgJnS+izgJYSUtsCA8gEAtjaVRnxK+kGUABYzccaoN9eoYVcL0oSuVMu3552RriDOsMpPlN5LSlmwUoYecC1FwTS+UOV5YbzETJfKE5JrpI9nOF5iliADvDq0oulx9ulJknoZnekB0NIayPEPS3GyY4m1IAWL1tz1/6d0BdfG6SjO+VHvTgN6r3/96/GqV70KmzdvxpFHHonXve51ePCDH7xD1+CtN+PnDj8Qv3f2k/Hy3/8H3Hj1tbJDyozLSuY+kMJrZmavN+mraZN/6YmnPALPPPPEEvBe/GK86cx/xXv/+dOg3deB1y4hrhsiLtVo11RohwFcE9qh/NmSH2nJjSC/+0CvqxVKA20SQZhhBJo1QL2mQT1oMRg0Mogrq6auy4gglyAKyNKdkQ3eyAERMpgnbYVxrNDGgJYJ46bGuKkwaSKaJqCtK8SqkpTIVGZNJoqtk1X58kMUEGoCjwJCFVARIVQVaFDLXy1VJ6q6Bo/H6Y+GQ2Aoy6rk1RmqqeLV4kfVDq02eYxhdQIj8jhwGkqPL7CPZvvMOvu7bZj1GyjNj3pMGpt9NHXvGSAIoFsY2gcP2ZI2bH4moHxWRFL5v67l+ds2q6gRMvglSnYxni9gwUWCerD1bc8mQQHemMA99r5XkGqZFECDWsvghTy2BgNQXYEnA10OjIprFGOsb0yYJmkM3vU5rWAxboBJA5rIJ48n4OVlEfbaFqCAavfdQLutA9auAS8NwEsDtGsHiMpT4iCgXSK0S4RmDaEdAnFA4BryvQZ4AMSaEQfAYE2DPddsx95LW7FhcDPWVSOM4gBLoUkrLjQcMKhatNH79EhWZgi5cktFDvSUOU3aCk0MaGLAuKnQDALG4xpNxYiVVJCRy2aBI1T2XhjEQZjaZP7s9FUM5HcMeuc734nnPe95OPPMM/GFL3wBRx55JI477jhcd911O3W9GWwh28hnUXcfEZ74zF/GM//f/5oCvL8/42149xsudDctGYuX5meZ1tISL7Ma3Ld9Js+j9JmBrL+v0R3Tt6/v98xn2teuWd9RAkBhhnM5X0mqN+1hNT9QuuCMd0slA8uMcManOdu73z3N2t49Bk5jX62dfTRPn+a5pt/fLe7rKpzMPMd/54giGX01mjdNwR9rgFfsc4Dn2lJ87xMKKJtVZ/ZzJTD242PO95H8+KvQzGWsuoLUDjzCWeTrMbUQgXbVcxyvkBq9VFynS8lixKTm4uljjN/NDPJahe4Umt6rX/1qPOMZz8DTn/50AMAb3/hGfPCDH8Sb3/xmvPCFL5z7Ov/6g7/D+vXrAQDv+vZf3yptq6owBXh/9/x/xrv/5t8Rdt+tPNgN4DnG021KXd/enZp2cFIhB7L9ZMf8NGlH+3Rb0g6Eo/vqK1ars0uzts8kjoU/cXr/nNcyH+OtSDuz9NLtmaiLaPM8rh18pnd40BuPx7j00ktxxhlnpG0hBBx77LG45JJLes8ZjUYYjUbp95YtWwAA1b9fgOpjH7t1G3j99cD552eT5p++A+e//iMIS0tiflsagodihojDCnEYxAwxlALTcSDmzVQcWs2cVoB1fvOmfFixW4pAHHAybS7VLWpn1hyEFkM1b0q4spk3xcRpFDUULqoEF5kwbmtUMaKNAQMOGKmPbwQ3qBmIrfhaIkMCQAaufeqbiy2l7BHZp4W/uUIMWdK1av4hELiaIJWx4gjEVquvTSRR2lWeT2bOpKWtMoFmVQcx87bTglLd1tUYU5950/vSVjFn9kcDdsybXXNnH3nNyx03rTE5U6Ada9uqSoZgFdJ5HmSsmg4N6qyBBxJflH6f0l7s95ygwdaP6KJ4O20mrwnGmJPse/qb2mPvtqpQpD20ETQap74nX7GRVnRaaTzkakUWnBXzsVEXix1PxLSpK6Mjqi/Sr5m3tCQ8Zc0QPKwRl2rwMKBdEtNmHCpPGRDiQEybcQBw7UybA5YqfgPG0qDFunqM3asR9qi2Y10YYUAtWg6ITGhiha21LFjbb95U3kGMWp2a5goBgIoiWg6YtJX4/dqq0PZaQBaUHTCiVb2JUgy8HZIs0N0CNNyFfHo/+tGP0LYt9t1332L7vvvui29961u955x99tk466yzprZved3rgOXlW7+Rf/7nwKmn4twz/gXv/+dPARvvCq5rxHVL4GFAXKrQLgU0axjtUkQ7ZMQaeVDagLRcPVvgkQC/Dl4BenZvMX0nIjUZUAQmayMOGl6HNXWDNdUEa6oGNbUYhgZr9fuAdLVkyKCtHOAFYkQQWg4AifmjQYVJqDBCjYYqjGKFcV1jGw2xTAOMmwrbaYDlMMA2DDChGm0V0ATxtYWKEMayInIYAFUNVEMgTBhhCajGjGoNoxoBYRIQJkAYD1GNAmg8AI0aUNMA4wl4NAGaMXi7FuI1ZmE+JAM/Y2KzAG+ldd28n8mKD/Yx5i6j84ycOyBi1wUKxjzzej1mQmYUjL4IGklRjbPs5qVfjXz/jIKuLakCA2k1f/FxDXPYvNeq1LeVclEtAIEo+8C6pmLrD2mN21VArwjyiD3bgH6BwgeIpAcon+wFBg2QEj/mBDyK4lsbj+VewyFoOCiB24onGLD3mVG7oK+BMDnpvAGPRnKvKFVXaFiDlpZAa5eAYQ0eDsFrBohrB8pTKsQaaNZGxCEnoJM4AaBdEh7DAxbQGzBizeABAxWDhhEbB9finvRd3DNei32bLVhHYzRc4Ya4DjfE3XA91mO3sB7bqiEmGl0UKCJyEMDThPY6RFT6Qlo3jsao0cQKI1RYpgGWqcZ2DLANQ+ETVGNMFSY0EB5RBVBFqGpCIEJtMTtxrK9rdc2X+A6uH//gBz/A/vvvj09/+tM4+uij0/Y/+ZM/wcUXX4zPfvazU+d0Nb2rrroKD3jAA34WzV3Qgha0oAX9lOh73/se7n73u694zB1e09t7771RVRWuvfbaYvu1116LjRs39p6ztLSEpaWl9Puggw4CAFx99Xve5rwAAA5YSURBVNXYY489fnqNvR3Sli1bcMABB+B73/te8mfuKrTo+6Lvi77fOYiZcfPNN2PTpk2rHnuHB73hcIgHPvCB+OhHP4onPOEJAIAYIz760Y/itNNOm+saQe3ve+yxx51qIOwIrV+/ftH3XZAWfV/0/c5C8yosd3jQA4DnPe95eOpTn4oHPehBePCDH4zXvOY1uOWWW1I054IWtKAFLWhBwJ0E9J70pCfhhz/8IV784hdj8+bNeMADHoALLrhgKrhlQQta0IIWtGvTnQL0AOC0006b25zZpaWlJZx55pmFn29XoUXfF33f1WjR912z70Z3+OjNBS1oQQta0ILmpTtFGbIFLWhBC1rQguahBegtaEELWtCCdhlagN6CFrSgBS1ol6EF6C1oQQta0IJ2GVqAHmQtvp/7uZ/DmjVrcNRRR+G//uu/busm3ar0kpe8BKSFbO3v8MMPT/uXl5dx6qmn4m53uxt23313nHTSSVMVbu4o9IlPfAKPf/zjsWnTJhAR/u3f/q3Yz8x48YtfjP322w9r167Fsccei8svv7w45oYbbsCTn/xkrF+/HnvuuSdOOeUUbN269WfYi52j1fr+tKc9bWocHH/88cUxd9S+n3322fjFX/xF3OUud8GGDRvwhCc8AZdddllxzDzj/Oqrr8ZjH/tYrFu3Dhs2bMDzn/98NE3zs+zKDtE8/X7kIx859d6f9axnFcfc0fr9k9AuD3q39lp8t1e6733vi2uuuSb9ffKTn0z7nvvc5+L9738/zjvvPFx88cX4wQ9+gBNPPPE2bO3O0y233IIjjzwSr3/963v3v/KVr8Rf//Vf441vfCM++9nPYrfddsNxxx2HZVdo/MlPfjK+/vWv48ILL8QHPvABfOITn8Azn/nMn1UXdppW6zsAHH/88cU4ePvb317sv6P2/eKLL8app56Kz3zmM7jwwgsxmUzwmMc8Brfccks6ZrVx3rYtHvvYx2I8HuPTn/403vKWt+Dcc8/Fi1/84tuiS3PRPP0GgGc84xnFe3/lK1+Z9t0R+/0TEe/i9OAHP5hPPfXU9LttW960aROfffbZt2Grbl0688wz+cgjj+zdd+ONN/JgMODzzjsvbfvmN7/JAPiSSy75GbXwp0MA+D3veU/6HWPkjRs38qte9aq07cYbb+SlpSV++9vfzszM3/jGNxgAf+5zn0vHfPjDH2Yi4v/5n//5mbX9J6Vu35mZn/rUp/Kv//qvzzznztJ3ZubrrruOAfDFF1/MzPON8w996EMcQuDNmzenY/72b/+W169fz6PR6GfbgZ2kbr+ZmR/xiEfwH/3RH808587Q7x2hXVrTs7X4jj322LRttbX47qh0+eWXY9OmTTjkkEPw5Cc/GVdffTUA4NJLL8VkMimeweGHH44DDzzwTvcMrrrqKmzevLno6x577IGjjjoq9fWSSy7BnnvuiQc96EHpmGOPPRYhhN4VO+5odNFFF2HDhg047LDD8Ad/8Ae4/vrr0747U99vuukmAMBee+0FYL5xfskll+CII44oKjkdd9xx2LJlC77+9a//DFu/89Ttt9Fb3/pW7L333rjf/e6HM844A9u2bUv77gz93hG601Rk2RnambX47oh01FFH4dxzz8Vhhx2Ga665BmeddRYe9rCH4Wtf+xo2b96M4XCIPffcszhn3333xebNm2+bBv+UyPrT975t3+bNm7Fhw4Zif13X2Guvve7wz+P444/HiSeeiIMPPhhXXnkl/vRP/xQnnHACLrnkElRVdafpe4wRz3nOc3DMMcfgfve7HwDMNc43b97cOzZs3+2d+voNAL/927+Ngw46CJs2bcJXvvIVvOAFL8Bll12G888/H8Adv987Srs06O0qdMIJJ6Tv97///XHUUUfhoIMOwrve9S6sXbv2NmzZgn6W9Fu/9Vvp+xFHHIH73//+uMc97oGLLroIj370o2/Dlt26dOqpp+JrX/ta4bfeFWhWv71P9ogjjsB+++2HRz/60bjyyitxj3vc42fdzNucdmnz5s6sxXdnoD333BOHHnoorrjiCmzcuBHj8Rg33nhjccyd8RlYf1Z63xs3bpwKYmqaBjfccMOd7nkccsgh2HvvvXHFFVcAuHP0/bTTTsMHPvABfPzjHy8WE51nnG/cuLF3bNi+2zPN6ncfHXXUUQBQvPc7ar93hnZp0PNr8RnZWnx+FfY7G23duhVXXnkl9ttvPzzwgQ/EYDAonsFll12Gq6+++k73DA4++GBs3Lix6OuWLVvw2c9+NvX16KOPxo033ohLL700HfOxj30MMcbELO4s9P3vfx/XX3899ttvPwB37L4zM0477TS85z3vwcc+9jEcfPDBxf55xvnRRx+Nr371qwXwX3jhhVi/fj3uc5/7/Gw6soO0Wr/76Etf+hIAFO/9jtbvn4hu60ia25re8Y538NLSEp977rn8jW98g5/5zGfynnvuWUQy3dHp9NNP54suuoivuuoq/tSnPsXHHnss77333nzdddcxM/OznvUsPvDAA/ljH/sYf/7zn+ejjz6ajz766Nu41TtHN998M3/xi1/kL37xiwyAX/3qV/MXv/hF/u53v8vMzC9/+ct5zz335Pe+9738la98hX/913+dDz74YN6+fXu6xvHHH88///M/z5/97Gf5k5/8JN/rXvfik08++bbq0ty0Ut9vvvlm/uM//mO+5JJL+KqrruL/+I//4F/4hV/ge93rXry8vJyucUft+x/8wR/wHnvswRdddBFfc8016W/btm3pmNXGedM0fL/73Y8f85jH8Je+9CW+4IILeJ999uEzzjjjtujSXLRav6+44gp+6Utfyp///Of5qquu4ve+9718yCGH8MMf/vB0jTtiv38S2uVBj5n5da97HR944IE8HA75wQ9+MH/mM5+5rZt0q9KTnvQk3m+//Xg4HPL+++/PT3rSk/iKK65I+7dv387/+3//b77rXe/K69at4yc+8Yl8zTXX3IYt3nn6+Mc/zgCm/p761Kcys6QtvOhFL+J9992Xl5aW+NGPfjRfdtllxTWuv/56Pvnkk3n33Xfn9evX89Of/nS++eabb4Pe7Bit1Pdt27bxYx7zGN5nn314MBjwQQcdxM94xjOmhLs7at/7+g2AzznnnHTMPOP8O9/5Dp9wwgm8du1a3nvvvfn000/nyWTyM+7N/LRav6+++mp++MMfznvttRcvLS3xPe95T37+85/PN910U3GdO1q/fxJaLC20oAUtaEEL2mVol/bpLWhBC1rQgnYtWoDegha0oAUtaJehBegtaEELWtCCdhlagN6CFrSgBS1ol6EF6C1oQQta0IJ2GVqA3oIWtKAFLWiXoQXoLWhBC1rQgnYZWoDeghZ0B6WXvOQleMADHjD38d/5zndARKkM1UUXXQQimqpHuaAF3ZlpAXoLWtDtkB7/+Mfj+OOP7933n//5nyAinHjiiUUtyR2lhzzkIbjmmmuwxx57rHrsAiAXdGehBegtaEG3QzrllFNw4YUX4vvf//7UvnPOOQcPetCDcP/73x93u9vddvoew+EQGzduBBH9JE1d0ILuULQAvQUt6HZIj3vc47DPPvvg3HPPLbZv3boV5513Hk455ZQp82aMES996Utx97vfHUtLS3jAAx6ACy64YOY9utrbd7/7XTz+8Y/HXe96V+y22264733viw996EP4zne+g0c96lEAgLve9a4gIjztaU+7lXu8oAX9bGgBegta0O2Q6rrG7/zO7+Dcc8+FL4973nnnoW1bnHzyyVPnvPa1r8Vf/uVf4i/+4i/wla98Bccddxx+7dd+DZdffvlc9zz11FMxGo3wiU98Al/96lfxile8ArvvvjsOOOAAvPvd7wYgy/Fcc801eO1rX3vrdHRBC/oZ0wL0FrSg2yn97u/+Lq688kpcfPHFads555yDk046qdcP9xd/8Rd4wQtegN/6rd/CYYcdhle84hV4wAMegNe85jVz3e/qq6/GMcccgyOOOAKHHHIIHve4x+HhD384qqrCXnvtBQDYsGEDNm7cOJcfcEELuj3SAvQWtKDbKR1++OF4yEMegje/+c0AZKXr//zP/8Qpp5wydeyWLVvwgx/8AMccc0yx/ZhjjsE3v/nNue737Gc/Gy972ctwzDHH4Mwzz8RXvvKVn7wTC1rQ7YwWoLegBd2O6ZRTTsG73/1u3HzzzTjnnHNwj3vcA494xCN+Kvf6vd/7PXz729/GU57yFHz1q1/Fgx70ILzuda/7qdxrQQu6rWgBegta0O2YfvM3fxMhBLztbW/DP/3TP+F3f/d3e6Mt169fj02bNuFTn/pUsf1Tn/oU7nOf+8x9vwMOOADPetazcP755+P000/Hm970JgAS6QkAbdv+BL1Z0IJue6pv6wYsaEELmk277747nvSkJ+GMM87Ali1bVoyafP7zn48zzzwT97jHPfCABzwA55xzDr70pS/hrW9961z3es5znoMTTjgBhx56KH784x/j4x//OO5973sDAA466CAQET7wgQ/gV3/1V7F27Vrsvvvut0YXF7SgnyktNL0FLeh2Tqeccgp+/OMf47jjjsOmTZtmHvfsZz8bz3ve83D66afjiCOOwAUXXID3ve99uNe97jXXfdq2xamnnop73/veOP7443HooYfiDW94AwBg//33x1lnnYUXvvCF2HfffXHaaafdKn1b0IJ+1kTs46EXtKAFLWhBC7oT00LTW9CCFrSgBe0ytAC9BS1oQQta0C5DC9Bb0IIWtKAF7TK0AL0FLWhBC1rQLkML0FvQgha0oAXtMrQAvQUtaEELWtAuQwvQW9CCFrSgBe0ytAC9BS1oQQta0C5DC9Bb0IIWtKAF7TK0AL0FLWhBC1rQLkML0FvQgha0oAXtMrQAvQUtaEELWtAuQ/8/mpXGA6153DUAAAAASUVORK5CYII=", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -751,6 +789,9 @@ "plt.imshow(mean_dm.T, origin='lower')\n", "plt.plot(op_1_x, op_1_y,'w', linewidth=3)\n", "plt.plot(opm_1_x, opm_1_y,'r', linewidth=1)\n", + "if time_unit == 's':\n", + " plt.xticks([])\n", + " plt.yticks([])\n", "xy = range(0,mean_dm.shape[0])\n", "plt.plot(xy, ':w',linewidth=1)\n", "plt.title('DTW')\n", @@ -760,6 +801,7 @@ "else:\n", " others_lbl = ', '.join( [fn_instr_all[i] for i in i_others] ) \n", "plt.ylabel( others_lbl );\n", + "\n", "if results_path:\n", " this_filename = results_path+'/2'\n", "else:\n", @@ -776,19 +818,19 @@ "source": [ "The figure above shows a heat-map of the distance between the selected instruments, the classical DTW path (thick white line), the minimum-warp DTW path (red line), and the main diagonal (thin white dotted line).\n", "\n", - "When instruments 1 and 2 (Violinist 2 and Violist, respectively) are selected in the range 0-6 s. (0-294 samples at 49 fps), it is possible to observe that at the beginning the violist is behind time. Both instruments exactly meet at about sample 50. Then the violist is behid time respect to the violinist 2 until about sample 100 Then and until the end the vilist is ahead of time. These differences of time are reflected in the DTW path. The path below the diagonal indicates behind time, and when it is over the diagonal it indicates ahead of time, for the instrument in the horizontal axis. At any given time the antidiagonal distance between the path and the diagonal indicates the extent of misalignment. The path lies on the diagonal when the two instruments are perfectly aligned, shown as a crux in the distance matrix." + "When instruments 1 and 2 (Violinist 2 and Violist, respectively) are selected in the range 0-6 s. (0-294 samples at 49 fps), it is possible to observe that at the beginning the violist is behind time. Both instruments exactly meet at about sample 50. Then the violist is behid time respect to the violinist 2 until about sample 100. Then, and until the end, the violist is ahead of time. These differences of time are reflected in the DTW path. The path below the diagonal indicates behind time, and when it is over the diagonal it indicates ahead of time, for the instrument in the horizontal axis. At any given time the antidiagonal distance between the path and the diagonal indicates the extent of misalignment. The path lies on the diagonal when the two instruments are perfectly aligned, shown as a crux in the distance matrix." ] }, { "cell_type": "code", - "execution_count": 151, + "execution_count": 21, "metadata": { "tags": [] }, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "<Figure size 640x480 with 2 Axes>" ] @@ -809,7 +851,20 @@ "axs[1].plot(warps_dtw(mean_dm,opm_1))\n", "axs[1].plot( np.zeros(mean_dm.shape[0]) ,':k')\n", "axs[1].set_ylabel('warp');\n", - "axs[1].set_xlabel('time (samples)');\n", + "\n", + "if time_unit == 's':\n", + " ds_fps = sampling_rate/downsample_factor\n", + " n_s = math.floor(plt.xlim()[1]/ ds_fps)\n", + " new_locs = []\n", + " new_lbls = []\n", + " for idx in range(0,n_s+1):\n", + " new_locs.append(idx*ds_fps)\n", + " new_lbls.append(idx)\n", + " axs[0].set_xticks(new_locs,new_lbls)\n", + " axs[1].set_xticks(new_locs,new_lbls)\n", + " axs[1].set_xlabel('time (s)')\n", + "else:\n", + " axs[1].set_xlabel('time (frames)');\n", "\n", "if results_path:\n", " this_filename = results_path+'/3'\n",