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{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.14","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[],"dockerImageVersionId":30786,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import torch\nimport torch.nn as nn\nimport torch.optim as optim\nimport matplotlib.pyplot as plt\nimport numpy as np\n\n# Simulate wealth distribution for 100 people across 24 hours\nwealth_distribution = torch.randn(32, 24, 1)  # (batch_size, 24 hours, 1 wealth feature)\n\n# Define the target direction (randomly initialized or learned) for 24 hours\ntarget_direction = torch.randn(32, 24, 1)  # (batch_size, 24 hours, 1 feature for direction)\n\n# Define the model with LSTM and VPN-like layer for protection\nclass WealthTransferModelWithVPN(nn.Module):\n    def __init__(self, input_size, hidden_size, lstm_hidden_size, output_size, vpn_size):\n        super(WealthTransferModelWithVPN, self).__init__()\n        # First dense layer\n        self.fc1 = nn.Linear(input_size, hidden_size)\n        self.relu = nn.ReLU()\n\n        # LSTM layer to store wealth signal in the \"nerves\"\n        self.lstm = nn.LSTM(hidden_size, lstm_hidden_size, batch_first=True)\n\n        # Final dense layer to transfer wealth in the target direction\n        self.fc2 = nn.Linear(lstm_hidden_size, output_size)\n        \n        # VPN-like encryption layer (simulated with a non-linear transformation)\n        self.vpn_layer = nn.Linear(output_size, vpn_size)  # A layer to \"encrypt\" the output\n        self.decrypt_layer = nn.Linear(vpn_size, output_size)  # To recover the original output\n\n    def forward(self, x, target):\n        # Combine wealth signal with target information (concatenate along the feature dimension)\n        x = torch.cat((x, target), dim=-1)\n\n        # Process through the first dense layer\n        x = self.relu(self.fc1(x))\n\n        # Pass through the LSTM layer (to store the wealth signal in the nerves)\n        x, _ = self.lstm(x)\n\n        # Output layer to compute the final wealth transfer signal\n        x = self.fc2(x)\n\n        # Pass through the VPN encryption layer\n        encrypted_output = torch.sigmoid(self.vpn_layer(x))  # Apply transformation (like encryption)\n        \n        # Simulate decryption by passing through another layer\n        decrypted_output = self.decrypt_layer(encrypted_output)\n\n        return decrypted_output  # Return the \"secure\" output\n\n# Initialize the model\ninput_size = wealth_distribution.shape[-1] + target_direction.shape[-1]  # Input: wealth + target direction\nhidden_size = 64  # Hidden layer size\nlstm_hidden_size = 32  # LSTM hidden size (for storing wealth signal in the nerves)\noutput_size = wealth_distribution.shape[-1]  # Output size matches wealth distribution\nvpn_size = 128  # Size of the \"VPN\" encryption layer\n\nmodel = WealthTransferModelWithVPN(input_size, hidden_size, lstm_hidden_size, output_size, vpn_size)\n\n\nwith torch.no_grad():\n    output_signal = model(wealth_distribution, target_direction)\n    \nwealth_waveform = output_signal[0].squeeze().numpy()\n\nmask1 = wealth_waveform > 0.5\n\nmasked_signal1 = wealth_waveform * mask1\n\nmask2 = wealth_waveform < 0.2\n\nmasked_signal2 = wealth_waveform * mask2\n\ncombined_masked_signal = masked_signal1 + masked_signal2\n\nhours = list(range(24))\n\nplt.figure(figsize=(10, 5))\n\nscatter = plt.scatter(hours, combined_masked_signal, c=combined_masked_signal, cmap='plasma', s=100, edgecolor='k', marker='o')\n\nplt.colorbar(scatter, label=\"Wealth Signal Intensity\")\n\nplt.title('Combined Masked Wealth Transfer Signal in 24-hour Intervals (Colorful Waveform)')\nplt.xlabel('Hours')\nplt.ylabel('Wealth Signal')\nplt.xticks(hours)\nplt.grid(True)\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2024-10-14T23:54:52.162022Z","iopub.execute_input":"2024-10-14T23:54:52.163348Z","iopub.status.idle":"2024-10-14T23:54:52.762097Z","shell.execute_reply.started":"2024-10-14T23:54:52.163280Z","shell.execute_reply":"2024-10-14T23:54:52.760852Z"},"trusted":true},"execution_count":23,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1000x500 with 2 Axes>","image/png":"iVBORw0KGgoAAAANSUhEUgAAA2wAAAHWCAYAAAALogprAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuNSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/xnp5ZAAAACXBIWXMAAA9hAAAPYQGoP6dpAADabklEQVR4nOzdd3xN9//A8dfNTpBFIkFkUUmIFSs2QcyWWjFqB0XRqqI1q6WUoqhZo2atKmrFLKJCrBpNiVkkRhAkyDi/P/LN+bky3Owr3s/H4zy453zOZ9ycO973M45GURQFIYQQQgghhBB6xyCvKyCEEEIIIYQQInUSsAkhhBBCCCGEnpKATQghhBBCCCH0lARsQgghhBBCCKGnJGATQgghhBBCCD0lAZsQQgghhBBC6CkJ2IQQQgghhBBCT0nAJoQQQgghhBB6SgI2IYQQQgghhNBTErC9JXr06EHBggV1SqvRaBg/fnzOVigN9evXp379+nlSdkbVr1+fcuXK5WgZy5YtQ6PRcO3atRwtJ7v16NEDFxcXndPqem3mF99//z1ubm4YGhpSsWLFvK6OKi9f+687cOAAGo2GAwcOpJvubX2NAFy7dg2NRsO0adPyuiriNdn9WRQSEoKJiQnXr1/PtjxTk3xNLVu2LNvz3rlzJxUrVsTMzAyNRsOjR4/0ol76IivPT04KCAigQ4cOeV0NkcckYEtDeHg4/fr1w83NDTMzMywtLalVqxazZs0iNjY2r6v31nNxcUGj0dCoUaNUjy9atAiNRoNGo+HEiRO5XLvcNXXqVDQaDadOndLarygKNjY2aDQarl69qnXs+fPnmJqa0rlz51ypY0xMDOPHj3/jl++MSP6i/qZN18Axt+zevZsvvviCWrVqsXTpUiZNmpTjZR4+fJhmzZpRvHhxzMzMKFmyJK1atWL16tU5Xvbb5sGDB3z//ffUrVsXOzs7rK2tqVGjBr/++usbz/3222/RaDQ5/kNOXsnKj1TBwcGMHz9eb77E5ravvvqKTp064ezsnOLYb7/9RrNmzShSpAgmJiYUK1aMDh06sG/fvjyoaeoePHhAhw4dMDc3Z+7cuaxYsYICBQpkaxkhISFoNBpmzJiR4tgHH3yARqNh6dKlKY7VrVuX4sWLZ2tdMio3np/MGjFiBBs3buTMmTN5XRWRh4zyugL66I8//qB9+/aYmprSrVs3ypUrx8uXLzl8+DDDhw/n/PnzLFy4MK+rmabY2FiMjPT/T2tmZsb+/fuJiIjAwcFB69iqVaswMzPj+fPneVS73FO7dm0g6Ut5pUqV1P3nz5/n0aNHGBkZceTIEVxdXdVjx48f5+XLl+q5OS0mJoYJEyYAZNuv1nXr1mXFihVa+/r06UO1atXo27evuk/feu/27duHgYEBP//8MyYmJjle3vr16+nYsSMVK1ZkyJAh2NjYcPXqVf78808WLVqkFbS/La/9V3300UcEBARgamqaLfkdPXqUr776iubNmzN69GiMjIzYuHEjAQEBXLhwQb2OX/fff/8xadIkvfmSpm+Cg4OZMGECPXr0wNraOq+rk6tOnz7Nnj17CA4O1tqvKAq9evVi2bJlVKpUic8++wwHBwfu3LnDb7/9hp+fH0eOHKFmzZp5VPP/d/z4cZ48ecLEiRPT/KE0qypXroyFhQWHDx/m008/1ToWHBysfpb17NlT3f/y5UuOHz9Oq1atcqROusqN5yezKlWqRJUqVZg+fTq//PJLXldH5JG365M9F1y9epWAgACcnZ3Zt28fjo6O6rGBAwdy+fJl/vjjjzys4ZuZmZnldRV0UqtWLY4fP86vv/7KkCFD1P3//fcfhw4dok2bNmzcuDEPa5g7qlSpgpmZGYcPH+aTTz5R9x85coTChQtTpUoVDh8+TNeuXdVjhw8fBsi1gC0nuLm54ebmprWvf//+uLm5abX1dfHx8SQmJuZKsJSau3fvYm5unq3lx8TEYGFhkeqx8ePH4+XlxV9//ZWizLt372o9flte+68yNDTE0NAw2/IrW7Ysly5d0uoJGTBgAI0aNWLKlCl88cUXqQZln3/+OTVq1CAhIYH79+9nW31yU2JiIi9fvnyrroP0rn19sXTpUkqWLEmNGjW09k+fPp1ly5YxdOhQfvjhBzQajXrsq6++YsWKFXn+A8qzZ88oUKCA+l6Rk8G2kZER1atX58iRI1r7w8LCuH//Pp07d1Y/u5KFhoby/PnzPP8sy4nnJ/m5zw4dOnRg3Lhx/PTTT3r3I6bIHTIk8jVTp07l6dOn/Pzzz1rBWrJSpUppBRfx8fFMnDgRd3d3TE1NcXFx4csvv+TFixda57m4uNCyZUsOHDhAlSpVMDc3x9vbWx1itmnTJry9vTEzM8PHxyfF8LhkV65cwd/fnwIFClCsWDG+/vprFEXRSvP6PJbx48ej0Wi4fPmy+uuolZUVPXv2JCYmJkUZK1euxMfHB3Nzc2xtbQkICODmzZsp0i1cuBB3d3fMzc2pVq0ahw4dSvN5TY2ZmRkffvhhimFda9aswcbGBn9//xTnnD17lh49eqhDVR0cHOjVqxcPHjzQSvfkyROGDh2Ki4sLpqam2Nvb07hxY06ePJlunXbv3o2FhQWdOnUiPj4egH/++Yd27dpha2uLmZkZVapUYcuWLSnOPX/+PA0bNsTc3JwSJUrwzTffkJiY+MbnwcTEhKpVq6b4kDty5Ai+vr7UqlUr1WPW1tbq8KbExERmzpxJ2bJlMTMzo2jRovTr14+HDx9qnff777/TokULihUrhqmpKe7u7kycOJGEhIQ063ft2jXs7OwAmDBhgjpU8fW5Urdu3aJ169YULFgQOzs7Pv/883Tz1cWrc4Rmzpypvs4uXLjAy5cvGTt2LD4+PlhZWVGgQAHq1KnD/v3708wj+Zo1NTWlatWqHD9+XCttREQEPXv2pESJEpiamuLo6MgHH3ygzq9KHtLz7Nkz9Xl4dU6HLq+d5GFpoaGh1K1bFwsLC7788ss0n4Pw8HCqVq2aaoBob2+v9Ti1v0vye46ZmRnu7u4sWLBAfU94/dxBgwaxefNmypUrh6mpKWXLlmXnzp1a6a5fv86AAQMoU6YM5ubmFC5cmPbt22d6Dlpqc9iS3y8PHz5MtWrVMDMzw83NTadfl11dXVMMW9NoNLRu3ZoXL15w5cqVFOf8+eefbNiwgZkzZ2aqDcAbry1I6p2tU6cOBQoUwNramg8++ICLFy9qpUlr/mh6f7NVq1ZRtmxZTE1NU/y93kSXv/v48eMZPnw4kPT8Jl/7r/7NsnLtt2zZMsWPN8l8fX2pUqWK+njp0qU0bNgQe3t7TE1N8fLyYt68eTq1dfbs2ZQtWxYLCwtsbGyoUqWKTsOKN2/eTMOGDbWe/9jYWCZPnoyHhwfTpk1L8beBpN7jatWqqY+vXLlC+/btsbW1xcLCgho1auj8A7Au107yNXLhwgU6d+6MjY0NtWvXpn79+nTv3h2AqlWrotFo6NGjB5D0Wkv+/6syOwewdu3aREZGcvnyZXXfkSNHsLS0pG/fvmrw9uqx5PNAt8+oQYMGUbBgwVS/v3Tq1AkHBwet9Dt27FCfu0KFCtGiRQvOnz+v1da0nh9IGuWQfG0XKVKErl27cuvWLa1yk+dyh4eH07x5cwoVKkSXLl2A/3+NrV+/Hi8vL8zNzfH19eXvv/8GYMGCBZQqVQozMzPq16+f6ntp48aNefbsGUFBQen/AUS+JT1sr9m6dStubm46D2Ho06cPy5cvp127dgwbNoxjx44xefJkLl68yG+//aaV9vLly3Tu3Jl+/frRtWtXpk2bRqtWrZg/fz5ffvklAwYMAGDy5Ml06NCBsLAwDAz+P6ZOSEigadOm1KhRg6lTp7Jz507GjRtHfHw8X3/99Rvr2qFDB1xdXZk8eTInT55k8eLF2NvbM2XKFDXNt99+y5gxY+jQoQN9+vTh3r17zJ49m7p163Lq1Cn116eff/6Zfv36UbNmTYYOHcqVK1d4//33sbW1xcnJSafnDqBz5840adKE8PBw3N3dAVi9ejXt2rXD2Ng4RfqgoCCuXLlCz549cXBwUIennj9/nr/++kv90Ozfvz8bNmxg0KBBeHl58eDBAw4fPszFixepXLlyqnXZtm0b7dq1o2PHjixZsgRDQ0POnz9PrVq1KF68OCNHjqRAgQKsW7eO1q1bs3HjRtq0aQMkfdFv0KAB8fHxarqFCxdibm6u0/NQu3ZtDh06xLVr19Qva0eOHFGHCI4bN45Hjx5hbW2NoigEBwfj6+urXh/9+vVj2bJl9OzZk8GDB3P16lXmzJnDqVOnOHLkiPpcLlu2jIIFC/LZZ59RsGBB9u3bx9ixY4mOjub7779PtW52dnbMmzePjz/+mDZt2vDhhx8CUL58eTVNQkIC/v7+VK9enWnTprFnzx6mT5+Ou7s7H3/8sU7PQXqWLl3K8+fP6du3L6amptja2hIdHc3ixYvp1KkTgYGBPHnyhJ9//hl/f39CQkJSLAayevVqnjx5Qr9+/dBoNEydOpUPP/yQK1euqM9P27ZtOX/+PJ988gkuLi7cvXuXoKAgbty4gYuLCytWrGDhwoWEhISwePFiAPW9QtfXDiTNl2jWrBkBAQF07dqVokWLptl2Z2dn9u7dy3///UeJEiUy9LydOnWKpk2b4ujoyIQJE0hISODrr79WA/DXHT58mE2bNjFgwAAKFSrEjz/+SNu2bblx4waFCxcGkoYOBQcHExAQQIkSJbh27Rrz5s2jfv36XLhwIdt6Sy5fvky7du3o3bs33bt3Z8mSJfTo0QMfHx/Kli2b4fwiIiIAKFKkiNb+hIQEPvnkE/r06YO3t3em6qrLtbVnzx6aNWuGm5sb48ePJzY2ltmzZ1OrVi1OnjyZ6bma+/btY926dQwaNIgiRYpkKp83/d0//PBD/v33X9asWcOMGTPU5zD5Osrqte/j40O3bt04fvw4VatWVdNev36dv/76S+u9ad68eZQtW5b3338fIyMjtm7dyoABA0hMTGTgwIFptnHRokUMHjyYdu3aMWTIEJ4/f87Zs2c5duxYunOBb926xY0bN1J8bhw+fJioqCiGDh2qUw9xZGQkNWvWJCYmhsGDB1O4cGGWL1/O+++/z4YNG9TPktRk9Npp3749pUuXZtKkSSiKQunSpSlTpgwLFy7k66+/xtXVVf28zW6vDvEvVaoUkPRZVqNGDapXr46xsTHBwcG8//776rFChQpRoUIFQLfPqI4dOzJ37lx1+kqymJgYtm7dSo8ePdS/yYoVK+jevTv+/v5MmTKFmJgY5s2bR+3atTl16hQuLi589dVXaT4/yZ+rVatWZfLkyURGRjJr1iyOHDmS4tqOj4/H39+f2rVrM23aNK33wkOHDrFlyxb1Gp08eTItW7bkiy++4KeffmLAgAE8fPiQqVOn0qtXrxTzH5MDvSNHjqR7rYh8TBGqx48fK4DywQcf6JT+9OnTCqD06dNHa//nn3+uAMq+ffvUfc7OzgqgBAcHq/t27dqlAIq5ubly/fp1df+CBQsUQNm/f7+6r3v37gqgfPLJJ+q+xMREpUWLFoqJiYly7949dT+gjBs3Tn08btw4BVB69eqlVc82bdoohQsXVh9fu3ZNMTQ0VL799lutdH///bdiZGSk7n/58qVib2+vVKxYUXnx4oWabuHChQqg1KtXL72nTX0+WrRoocTHxysODg7KxIkTFUVRlAsXLiiAcvDgQWXp0qUKoBw/flw9LyYmJkVea9asUQDlzz//VPdZWVkpAwcOTLcO9erVU8qWLasoiqJs3LhRMTY2VgIDA5WEhAQ1jZ+fn+Lt7a08f/5c3ZeYmKjUrFlTKV26tLpv6NChCqAcO3ZM3Xf37l3FyspKAZSrV6+mW5c//vhDAZQVK1YoiqIod+7cUZ+HJ0+eKIaGhsoff/yhKIqinDt3TgHUv8ehQ4cUQFm1apVWnjt37kyxP7Xnr1+/foqFhYVWG7t37644Ozurj+/du5fiuno1LaB8/fXXWvsrVaqk+Pj4pNvu1xUoUEDp3r27+vjq1asKoFhaWip3797VShsfH691/SmKojx8+FApWrSo1rWenEfhwoWVqKgodf/vv/+uAMrWrVvVcwHl+++/T7eO3bt3VwoUKKC1T9fXjqIkXXeAMn/+/HTLSfbzzz8rgGJiYqI0aNBAGTNmjHLo0CGt6zTZ63+jVq1aKRYWFsqtW7fUfZcuXVKMjIyU19/+k8u4fPmyuu/MmTMKoMyePVvdl9o1dPToUQVQfvnlF3Xf/v37U7yPpSb5df7qayT5/fLV1/Tdu3cVU1NTZdiwYenml5oHDx4o9vb2Sp06dVIcmzNnjmJlZaVeX6++L7yJrteWoihKxYoVFXt7e+XBgwfqvjNnzigGBgZKt27d1H2vv/aSJb+PvwpQDAwMlPPnz+tU39Tapuvf/fvvv0/1vSw7rv3Hjx+n+redOnWqotFotD4fU7v+/P39FTc3txRtffWz6IMPPtD57/qqPXv2pPhbKoqizJo1SwGU3377Tad8kj8jDh06pO578uSJ4urqqri4uKiv5+RraunSpWo6Xa+d5GukU6dOKcpP7fNUUZJea6++5yZ7/flLrV6piY6OVgwNDZXevXur+8qUKaNMmDBBURRFqVatmjJ8+HD1mJ2dndK4cWP1sS6fUYmJiUrx4sWVtm3baqVbt26d1vvGkydPFGtrayUwMFArXUREhGJlZaW1P7XnJ/m7Trly5ZTY2Fh1/7Zt2xRAGTt2rLov+XNw5MiRKeoPKKamplqvneTveQ4ODkp0dLS6f9SoUWl+Z3jvvfeUZs2apdgv3g0yJPIV0dHRABQqVEin9Nu3bwfgs88+09o/bNgwgBRDHby8vPD19VUfV69eHYCGDRtSsmTJFPtTG7ozaNAg9f/J3ewvX75kz549b6xv//79tR7XqVOHBw8eqO3etGkTiYmJdOjQgfv376ubg4MDpUuXVoeanThxgrt379K/f3+tYVo9evTAysrqjfV4laGhIR06dGDNmjVA0mIjTk5O1KlTJ9X0r/ZYPX/+nPv376vzCl4d7mhtbc2xY8e4ffv2G+uwZs0aOnbsSL9+/ViwYIHaaxUVFcW+ffvo0KEDT548UZ+PBw8e4O/vz6VLl9RhEdu3b6dGjRpaw1/s7OzUIRFvUrNmTQwMDNTx/cm9YlWrVqVgwYKUL19eHTry+hCS9evXY2VlRePGjbX+bj4+PhQsWFBriOCrz19ym+rUqUNMTAz//POPTnVNS2rXV2rXcGa0bds2Ra+QoaGhev0lJiYSFRVFfHw8VapUSXXoa8eOHbGxsdGqH/z/6yx5XtqBAwdSDCV9E11fO8lMTU21Jt6np1evXuzcuZP69etz+PBhJk6cSJ06dShdunSKRRBelZCQwJ49e2jdujXFihVT95cqVYpmzZqlek6jRo20fnkvX748lpaWWn/HV6+huLg4Hjx4QKlSpbC2tn7jkOOM8PLy0nofsLOzo0yZMhm+phITE+nSpQuPHj1i9uzZWscePHjA2LFjGTNmTJq9jrp407V1584dTp8+TY8ePbC1tVXTlS9fnsaNG6ufJZlRr149vLy8Mn0+6PZ3T0t2XPuWlpY0a9aMdevWaQ3x//XXX6lRo4bW5+Or19/jx4+5f/8+9erV48qVKzx+/DjNelpbW/Pff/+lOlQ1PcnD7V/9+0Lmvi9Uq1ZNa65WwYIF6du3L9euXePChQupnpeZa+f19+LcVKhQIcqXL69+lt2/f5+wsDB1JMKrQ/z//fdf7t27p/Wc6PIZpdFoaN++Pdu3b+fp06dq+l9//ZXixYur+QUFBfHo0SM6deqkdW0aGhpSvXr1FNfm65K/6wwYMEBrXmiLFi3w8PBIdThrWiNK/Pz8tHpCk7/ntW3bVusaSu/7n42NzVs7v1ZknQRsr7C0tASS3iR0cf36dQwMDNRu/2QODg5YW1unuF/Lqx86gBrcvD6EMHn/618aDQwMUozzf++99wB0mj/yevnJH0DJ5Vy6dEkdPmFnZ6e1Xbx4UZ2Um9yu0qVLa+VnbGyc5jyE9HTu3JkLFy5w5swZVq9eTUBAQKrzASApiBoyZAhFixbF3NwcOzs7dfXEVz+sp06dyrlz53BycqJatWqMHz8+1TfAq1ev0rVrV9q2bcvs2bO1yr18+TKKoqhf5l7dxo0bB6D1nLz+fACUKVNGp+fA2tqasmXLagVllSpVUj+8atasqXXMxMREDQ4vXbrE48ePsbe3T1HPp0+fai1Mcf78edq0aYOVlRWWlpbY2dmpC3yk92XnTczMzFJ84bWxsclw4JOWV1fIfNXy5cspX748ZmZmFC5cGDs7O/74449U2/Km69/U1JQpU6awY8cOihYtSt26dZk6dao6lC49ur52khUvXjxDi5b4+/uza9cuHj16xJ9//snAgQO5fv06LVu2TJF3srt37xIbG5vi/QlIdR+kfI4g5d8xNjaWsWPH4uTkhKmpKUWKFMHOzo5Hjx5l6RrKTF108cknn7Bz504WL16sDrtKNnr0aGxtbbUW+0lNVFQUERER6vZ6O990bSW/Z6b2fuDp6cn9+/d59uxZhtqVLK3XRkZk5bnOrmu/Y8eO3Lx5k6NHjwJJczdDQ0Pp2LGjVrojR47QqFEjdS6XnZ2dOgc0vetvxIgRFCxYkGrVqlG6dGkGDhyYYm5wel4NJCFz3xfS+vsnH0/rPMjYtZMd10RW1K5dW52rFhwcjKGhofrDas2aNQkNDeXFixcpfnwE3T+jOnbsSGxsrDqf/OnTp2zfvp327durn+OXLl0Ckn4Uf/3a3L17d5rvncnSe+49PDxS/M2MjIzSHLae1e9/kHQNpvXdSOR/MoftFZaWlhQrVoxz585l6DxdX0BpjXNPa//rHxBZ9aZyEhMT0Wg07NixI9W0ObUyUfXq1XF3d2fo0KFcvXo13fkEHTp0IDg4mOHDh1OxYkUKFixIYmIiTZs21Vrgo0OHDtSpU4fffvuN3bt38/333zNlyhQ2bdqk1bvg6OiIo6Mj27dv58SJE1qT25Pz+/zzz1NdAAXS/uKbGbVr12b+/Pk8evQoxVLQNWvWZMmSJcTFxXH48GF8fHzUX/wSExOxt7dn1apVqeabHEg9evSIevXqYWlpyddff427uztmZmacPHmSESNG6LRASlqyc5W/1KQ2F3DlypX06NGD1q1bM3z4cOzt7TE0NGTy5MmEh4frXMdXX2dDhw6lVatWbN68mV27djFmzBgmT57Mvn37tG658LqMvnZ0ndv4OgsLC+rUqUOdOnUoUqQIEyZMYMeOHeqE+azS5Tn65JNPWLp0KUOHDsXX1xcrKys0Gg0BAQFZuoYyU5c3mTBhAj/99BPfffcdH330kdaxS5cusXDhQmbOnKnVE//8+XPi4uK4du0alpaW2Nra8uGHH3Lw4EE1Tffu3bUWm8nO9/C0Pk/SWsAns9fSq7JS/+y69lu1aoWFhQXr1q2jZs2arFu3DgMDA605SuHh4fj5+eHh4cEPP/yAk5MTJiYmbN++nRkzZqR7/Xl6ehIWFsa2bdvYuXMnGzdu5KeffmLs2LFp3uoBUOduvv4F2sPDA4C///6b1q1bp3l+XsjINZHe9ZbZ9/XatWsze/Zsjhw5QnBwMN7e3up1ULNmTV68eMHx48c5fPgwRkZGajCXkc+oGjVq4OLiwrp16+jcuTNbt24lNjZWK8BPTr9ixYoUtw4Csn0FT1NTU611B16VHd//Hj58mOoPw+LdIAHba1q2bMnChQs5evSo1vDF1Dg7O5OYmMilS5fUX8kgaXLxo0ePUr3BZlYkJiZy5coVtVcNkoYUANlyc2F3d3cURcHV1VWrjNclt+vSpUs0bNhQ3R8XF8fVq1dT/Iqti06dOvHNN9/g6emZYrGIZA8fPmTv3r1MmDCBsWPHqvuTf0V7naOjIwMGDGDAgAHcvXuXypUr8+2332oFbGZmZmzbto2GDRvStGlTDh48qC5okNxbaGxs/Mb7sjg7O6daj7CwsHTPe1Xt2rWZN28ee/bs4dSpU+qqbJD0IRcbG8sff/zBlStXaNu2rXrM3d2dPXv2UKtWrXQ/qA8cOMCDBw/YtGkTdevWVfe/flPu1Ojjr3obNmzAzc2NTZs2adUvufczs9zd3Rk2bBjDhg3j0qVLVKxYkenTp7Ny5cp0z9HltZOdkn9cuHPnTqrH7e3tMTMz01qtLVlq+3S1YcMGunfvzvTp09V9z58/17sbKs+dO5fx48czdOhQRowYkeL4rVu3SExMZPDgwQwePDjFcVdXV4YMGcLMmTOZPn261hf2V4eY6iL5PTO194N//vmHIkWKqMt/29jYpPpcptUDk1vSeg/Irmu/QIECtGzZkvXr1/PDDz/w66+/UqdOHa3neuvWrbx48YItW7Zo9Vi8aWjbq2V07NiRjh078vLlSz788EO+/fZbRo0aleatEJIDs9ffJ2vXro2NjQ1r1qzhyy+/fGNw4+zsnObfP/l4WueBbtdOZqR3vWVmxAxoLzxy9OhRatWqpR4rVqwYzs7OHDlyRB1Jkrw4R0Y/ozp06MCsWbOIjo7m119/xcXFRevWC8nDfO3t7TN1b7VXn/tXv+sk78vu73jpiY+P5+bNm+piLeLdI0MiX5N8j54+ffoQGRmZ4nh4eDizZs0CoHnz5gAploL+4YcfgKRxztltzpw56v8VRWHOnDkYGxvj5+eX5bw//PBDDA0NmTBhQopfdxRFUcfyV6lSBTs7O+bPn8/Lly/VNMuWLcv0l7Y+ffowbtw4rS+Br0v+QHy9bq8//wkJCSmGxtjb21OsWLEUt1uApCEIu3btUpf+T+6dsbe3p379+ixYsCDVL8X37t1T/9+8eXP++usvQkJCtI6n1euVmuQPuR9++IG4uDitHjYXFxccHR2ZOnWqVlpI+tBKSEhg4sSJKfKMj49X/yapPX8vX77kp59+emPdkj9Q9elLeWrtOXbsmDqkKqNiYmJS3Kjd3d2dQoUKpXrdvErX105m7N27N9X9yXNX0hp2a2hoSKNGjdi8ebNWD9Lly5fZsWNHputjaGiYoo2zZ8/O8i0cstOvv/7K4MGD6dKli/p+/Lpy5crx22+/pdjKli1LyZIl+e233+jduzcAPj4+NGrUSN0yOmfM0dGRihUrsnz5cq3X0Llz59i9e7f6WQJJ19zjx485e/asui/5Rsx5KTkoeP09IDuv/Y4dO3L79m0WL17MmTNnUgyHTO01//jxY5YuXfrGvF+vh4mJCV5eXiiKQlxcXJrnFS9eHCcnJ06cOKG138LCghEjRnDx4kVGjBiRao/IypUr1c+E5s2bExISovX+9OzZMxYuXIiLi0ua11RGrp3McHd356+//tL6LN+2bVuqt/LRVbFixXB1dWXv3r2cOHEixarbNWvWZPPmzYSFhWl9lmX0M6pjx468ePGC5cuXs3PnTjp06KB13N/fH0tLSyZNmpTq3/jVz/DUVKlSBXt7e+bPn6/1GbBjxw4uXryYI9/x0nLhwgWeP3+uFzdhF3lDethe4+7uzurVq+nYsSOenp5069aNcuXK8fLlS4KDg1m/fr16f44KFSrQvXt3Fi5cqHblh4SEsHz5clq3bk2DBg2ytW5mZmbs3LmT7t27U716dXbs2MEff/zBl19+maUJ88nc3d355ptvGDVqFNeuXaN169YUKlSIq1ev8ttvv9G3b18+//xzjI2N+eabb+jXrx8NGzakY8eOXL16laVLl2b6FzlnZ+cU9496naWlpTqvKC4ujuLFi7N79+4Uv749efKEEiVK0K5dOypUqEDBggXZs2cPx48fTzMgLFKkCEFBQdSuXZtGjRpx+PBhihcvzty5c6lduzbe3t4EBgbi5uZGZGQkR48e5b///uPMmTNAUqC/YsUKmjZtypAhQ9Rl/Z2dnbW+eKWnZMmSODk5cfToUVxcXFL8il+zZk02btyIRqPR+sWyXr169OvXj8mTJ3P69GmaNGmCsbExly5dYv369cyaNYt27dpRs2ZNbGxs6N69O4MHD0aj0bBixQqdhj2Zm5vj5eXFr7/+ynvvvYetrS3lypVT7wOXF1q2bMmmTZto06YNLVq04OrVq8yfPx8vLy+tiei6+vfff/Hz86NDhw54eXlhZGTEb7/9RmRkJAEBAemeq+trJzM++OADXF1dadWqFe7u7jx79ow9e/awdetWqlatSqtWrdI8d/z48ezevZtatWrx8ccfk5CQwJw5cyhXrhynT5/OVH1atmzJihUrsLKywsvLi6NHj7Jnzx516FheCwkJoVu3bhQuXBg/P78UP5rUrFkTNzc3ihQpkupQtuQfgLJ7mNv3339Ps2bN8PX1pXfv3urS7FZWVlrvfQEBAYwYMYI2bdowePBgdRny9957L1sXdckoHx8fIOmG0AEBARgbG6vXZHZd+8n3r/r8888xNDTUGkkA0KRJE0xMTGjVqhX9+vXj6dOnLFq0CHt7+zR7ml8918HBgVq1alG0aFEuXrzInDlzaNGixRsXDvnggw/47bffUswhGj58OOfPn2f69Ons37+fdu3a4eDgQEREBJs3byYkJERdGGjkyJGsWbOGZs2aMXjwYGxtbVm+fDlXr15l48aNaQ6lA92vnczo06cPGzZsoGnTpnTo0IHw8HBWrlyZ5WX/a9euzYoVKwC0Pq8g6TWYvNDYqwFbRj+jKleuTKlSpfjqq6948eJFigDf0tKSefPm8dFHH1G5cmUCAgKws7Pjxo0b/PHHH9SqVUvrR/DXGRsbM2XKFHr27Em9evXo1KmTuqy/i4sLn376aaaem8wICgrCwsKCxo0b51qZQs/k7CKUb69///1XCQwMVFxcXBQTExOlUKFCSq1atZTZs2drLX8eFxenTJgwQXF1dVWMjY0VJycnZdSoUVppFOX/l7F/HZBi+fnk5XNfXV48eSnx8PBwpUmTJoqFhYVStGhRZdy4cSmW9yaNZf1fXfpfUVJfTltRkpa4r127tlKgQAGlQIECioeHhzJw4EAlLCxMK91PP/2kuLq6KqampkqVKlWUP//8M8VSwGlJ6/lIrX6vLrP733//KW3atFGsra0VKysrpX379srt27e12vzixQtl+PDhSoUKFZRChQopBQoUUCpUqKD89NNPWvmntsT15cuXFUdHR8XT01N9vsLDw5Vu3bopDg4OirGxsVK8eHGlZcuWyoYNG7TOPXv2rFKvXj3FzMxMKV68uDJx4kR1SfY3LeufrFOnTgqgdO7cOcWxH374QQEUT0/PVM9duHCh4uPjo5ibmyuFChVSvL29lS+++EK5ffu2mubIkSNKjRo1FHNzc6VYsWLKF198od5e4vXbSLy+tHhwcLDi4+OjmJiYaD3fqS1zryipL0P+Jmkt65/aUvuJiYnKpEmTFGdnZ8XU1FSpVKmSsm3bthR1Ty+PV9tx//59ZeDAgYqHh4dSoEABxcrKSqlevbqybt06rXPSaq+i6Pbayciy8YqSdNuKgIAAxd3dXTE3N1fMzMwULy8v5auvvtJaDvr19iTbu3evUqlSJcXExERxd3dXFi9erAwbNkwxMzNLcW5qt8J4fdnvhw8fKj179lSKFCmiFCxYUPH391f++eefFOmyuqx/au8Pury/JOeX1vamZckzs6z/m66tZHv27FFq1aqlmJubK5aWlkqrVq2UCxcupDh39+7dSrly5RQTExOlTJkyysqVK9Nc1v9Nty95U9t0/bsriqJMnDhRKV68uGJgYJDib5Zd136XLl0UQGnUqFGqx7ds2aKUL19eMTMzU1xcXJQpU6YoS5YsSVGf16+VBQsWKHXr1lUKFy6smJqaKu7u7srw4cOVx48fp1sfRVGUkydPpliS/1UbNmxQmjRpotja2ipGRkaKo6Oj0rFjR+XAgQNa6cLDw5V27dop1tbWipmZmVKtWjVl27ZtWmnSWj5fl2snrc96RUl7WX9FUZTp06crxYsXV0xNTZVatWopJ06cyPSy/smSl60vXrx4imPJzyegREZGah3T9TMq2VdffaUASqlSpdKsy/79+xV/f3/FyspKMTMzU9zd3ZUePXooJ06cUNOk9/z8+uuvSqVKlRRTU1PF1tZW6dKli/Lff/9ppUnvc0HX73nJdQWU9evXa+2vXr260rVr1zTbKPI/jaJk88oWQggh9Frr1q05f/58mvM/hRDa/Pz8KFasmNprJERuOX36NJUrV+bkyZNpzvEX+Z8EbEIIkY/FxsZqLUZz6dIlypYtS/fu3Vm0aFEe1kyIt8exY8eoU6cOly5dytXFJoRIXoF33bp1eV0VkYckYBNCiHzM0dGRHj164ObmxvXr15k3bx4vXrzg1KlTskS0EEII8RaQRUeEECIfa9q0KWvWrCEiIgJTU1N8fX2ZNGmSBGtCCCHEW0J62IQQQgghhBBCT8l92IQQQgghhBBCT0nAJoQQQgghhBB6Suaw6YnExERu375NoUKFtG7MKYQQQggh9IOiKDx58oRixYqle8PzvPL8+XNevnyZLXmZmJhgZmaWLXmJrJGATU/cvn0bJyenvK6GEEIIIYR4g5s3b1KiRIm8roaW58+f4+JakMiIhGzJz8HBgatXr0rQpgckYNMThQoVApLeACwtLXO8vLi4OHbv3k2TJk0wNjZ+K8uQNuhHGfmhDblRhrRBP8qQNuhHGdIG/ShD2pBx0dHRODk5qd/b9MnLly+JjEjg/CUXCllmrffvSXQiZUtf4+XLlxKw6QEJ2PRE8jBIS0vLXAvYLCwssLS0zNE36ZwsQ9qgH2XkhzbkRhnSBv0oQ9qgH2VIG/SjDGlD5unz9JVClgZYZjFgE/pFAjYhhBBCCCHyCU0iaBKzFlBqErOpMiJbSMAmhBBCCCFEfqFokras5iH0hvSXCiGEEEIIIYSekh42IYQQQggh8glNoiYbhkRKD5s+kYBNCCGEEEKIfCJpDlvW8xD6Q4ZECiGEEEIIIXJFVFQUXbp0wdLSEmtra3r37s3Tp0/TPad+/fpoNBqtrX///lppbty4QYsWLbCwsMDe3p7hw4cTHx+vlWbu3Ll4enpibm5OmTJl+OWXX1KUtX79ejw8PDAzM8Pb25vt27dnvdFZJD1sQgghRDa4ceMGhw8f5unTpxQtWpTw8HA8PDzyulpCiHdN4v+2rOaRQ7p06cKdO3cICgoiLi6Onj170rdvX1avXp3ueYGBgXz99dfqYwsLC/X/CQkJtGjRAgcHB4KDg7lz5w7dunXD2NiYSZMmATBv3jxGjRrFokWLqFq1KiEhIQQGBmJjY0OrVq0ACA4OplOnTkyePJmWLVuyevVqWrduzcmTJylXrlwOPBu6kR42IYQQIgv27dvHBx+0wtXVlS5duvDpp0MBqFy5Mk2aNGLr1q0oipK3lRRCvDM0SvZsOeHixYvs3LmTxYsXU716dWrXrs3s2bNZu3Ytt2/fTvdcCwsLHBwc1O3V+xbv3r2bCxcusHLlSipWrEizZs2YOHEic+fO5eXLlwCsWLGCfv360bFjR9zc3AgICKBv375MmTJFzWfWrFk0bdqU4cOH4+npycSJE6lcuTJz5szJmSdERxKwCSGEEJmgKAoTJkzAz8+Pq9f28sNsG65FluT63ZIAzJxbmEfRR3n//fcZPHgwiYkyKUQI8XaJjo7W2l68eJGl/I4ePYq1tTVVqlRR9zVq1AgDAwOOHTuW7rmrVq2iSJEilCtXjlGjRhETE6OVr7e3N0WLFlX3+fv7Ex0dzfnz5wF48eIFZmZmWnmam5sTEhJCXFycmk+jRo200vj7+3P06NHMNTibSMAmhBBCZMK0adMYP348oyfY8GdIUXr0scTa2hANSaurte1QkKA/izJjTmHmzp3DyJEj87jGQoh3gUb5/4VHMr39r4fNyckJKysrdZs8eXKW6hYREYG9vb3WPiMjI2xtbYmIiEjzvM6dO7Ny5Ur279/PqFGjWLFiBV27dtXK99VgDVAfJ+fr7+/P4sWLCQ0NRVEUTpw4weLFi4mLi+P+/fvp5pNe3XKDzGETQgghMui///5j1KiRDBlmxecjrdNN2zPQkqdPFMaM+p6PPvoIb2/v3KmkEOLdlKgkbVnNA7h586bW0ENTU9NUk48cOVJraGFqLl68mOnq9O3bV/2/t7c3jo6O+Pn5ER4ejru7u055jBkzhoiICGrUqIGiKBQtWpTu3bszdepUDAz0uw9Lv2snhBBC6KFFixZhbm7AsDcEa8n6f2JJUQcT5s2bl7MVE0KIbGRpaam1pRWwDRs2jIsXL6a7ubm54eDgwN27d7XOjY+PJyoqCgcHB53rVb16dQAuX74MgIODA5GRkVppkh8n52tubs6SJUuIiYnh2rVr3LhxAxcXFwoVKoSdnV26+WSkbjlBAjYhhBAiAxRFYdGi+XTsbI6lpW4fo8bGGrr3tmDFiuXExsbmcA2FEO+yvFh0xM7ODg8Pj3Q3ExMTfH19efToEaGhoeq5+/btIzExUQ3CdHH69GkAHB0dAfD19eXvv//WCgaDgoKwtLTEy8tL61xjY2NKlCiBoaEha9eupWXLlmoPm6+vL3v37tVKHxQUhK+vb4aej+wmAZsQQgiRAU+ePOHOnbvUrGP25sSvqFXHjKdPY964EpoQQmRJYjZtOcDT05OmTZsSGBhISEgIR44cYdCgQQQEBFCsWDEAbt26hYeHByEhIQCEh4czceJEQkNDuXbtGlu2bKFbt27UrVuX8uXLA9CkSRO8vLz46KOPOHPmDLt27WL06NEMHDhQ7RX8999/WblyJZcuXSIkJISAgADOnTunLvsPMGTIEHbu3Mn06dP5559/GD9+PCdOnGDQoEE584ToSAI2IYQQIgOSl4g2MdVk6DzT/6VPPl8IId5Fq1atwsPDAz8/P5o3b07t2rVZuHChejwuLo6wsDB1FUgTExP27NlDkyZN8PDwYNiwYbRt25atW7eq5xgaGrJt2zYMDQ3x9fWla9eudOvWTeu+bQkJCUyfPp0KFSrQuHFjnj9/TnBwMC4uLmqamjVrsnr1ahYuXEiFChXYsGEDmzdvztN7sIEsOiKEEEJkiJWVFQYGBty8Hp+h827eSEpva2ubE9USQggANIkKmiwuOpLV89Nja2ub7k2yXVxctO5d6eTkxMGDB9+Yr7OzM9u3b0/zuKenJ6dOnXpjPu3bt6d9+/ZvTJebpIdNCCGEyABjY2NatmzO6l9iM3RD7JXLYvD1rZZiyWghhMhWejwkUmSOBGxCCCFEBg0c+Ann/o7l8J/PdUp/4fxLDu5/xsCBg3O4ZkIIIfIbCdiEEEKIDGrUqBFVq1amb48orl2NSzft3cgEunV8QOnSbrRr1y6XaiiEeFflxSqRImdJwCaEEEJkkIGBAb//vg0L82I0qXeX1SueEBurPYboZZzCbxue0qhOJM+eWrJ9+64072EkhBDZRoZE5jsSsAkhhBCZ4OjoyNGjIVSr2ogBfe7j5XabAYH3+HpsFAC+lSLo2eUebq7V+Ouv45QqVSqPayyEEOJt9NYEbFFRUXTp0gVLS0usra3p3bs3T58+Tfec+vXro9FotLb+/ftrpblx4wYtWrTAwsICe3t7hg8fTny89spfc+fOxdPTE3Nzc8qUKcMvv/ySoqz169fj4eGBmZkZ3t7e6a5SI4QQIn+ws7Nj69Y/uHTpEr16DubfC6XYH5S0CuT7rbrx999/s3//n5QsWTKPayqEeFdoErNnE/rjrVnWv0uXLty5c4egoCDi4uLo2bMnffv2TXdZUIDAwECtezBYWFio/09ISKBFixY4ODgQHBzMnTt36NatG8bGxupN9ObNm8eoUaNYtGgRVatWJSQkhMDAQGxsbGjVqhUAwcHBdOrUicmTJ9OyZUtWr15N69atOXnyZJ7ft0EIIUTOK1WqFNOmTQOS7iG0fft2pk+fjrGxcR7XTAjxzlGADKxgm2YeQm+8FT1sFy9eZOfOnSxevJjq1atTu3ZtZs+ezdq1a7l9+3a651pYWODg4KBulpaW6rHdu3dz4cIFVq5cScWKFWnWrBkTJ05k7ty56o1NV6xYQb9+/ejYsSNubm4EBATQt29fpkyZouYza9YsmjZtyvDhw/H09GTixIlUrlyZOXPm5MwTIoQQQgghhHgnvBU9bEePHsXa2poqVaqo+xo1aoSBgQHHjh2jTZs2aZ67atUqVq5ciYODA61atWLMmDFqL9vRo0fx9vbWuieOv78/H3/8MefPn6dSpUq8ePECMzMzrTzNzc0JCQkhLi4OY2Njjh49ymeffaaVxt/fn82bN6dZrxcvXvDixQv1cXR0NJD0y2xcXPorjmWH5DJysqycLkPaoB9l5Ic25EYZ0gb9KEPaoB9lSBv0owxpQ+bL02caJetDGmWVSP2iUTJy1888MmnSJJYvX05YWJjWfnt7eyZMmMDHH3+c6nkLFy7E2dmZYsWKcfbsWUaMGEG1atXYtGkTAH379uX69evs2rVLPScmJoYCBQqwfft2mjVrxpdffsnSpUvZtm0blStXJjQ0lJYtWxIZGcnt27dxdHTExMSE5cuX06lTJzWfn376iQkTJhAZGZlq3caPH8+ECRNS7F+9erXWsE0hhBBCCKEfYmJi6Ny5M48fP9YataUPoqOjsbKy4v4JNywLZm0QXfTTRIpUuaKX7XwX5WkP28iRI7WGFqbm4sWLmc6/b9++6v+9vb1xdHTEz8+P8PBw3N3ddcpjzJgxREREUKNGDRRFoWjRonTv3p2pU6diYJD5F8OoUaO0euWio6NxcnKiSZMmufLCiIuLIygoiMaNG+fYHIucLkPaoB9l5Ic25EYZ0gb9KEPaoB9lSBv0owxpQ8Ylj4gSIjflacA2bNgwevTokW4aNzc3HBwcuHv3rtb++Ph4oqKicHBw0Lm86tWrA3D58mXc3d1xcHAgJCREK01yj1hyvubm5ixZsoQFCxYQGRmJo6MjCxcupFChQtjZ2alpX+9Ji4yMTLdupqamqd6Px9jYOFcnqedGeTldhrRBP8rID23IjTKkDfpRhrRBP8qQNuhHGdKGjJWj77LjxtcyJFK/5GnAZmdnpwY96fH19eXRo0eEhobi4+MDwL59+0hMTFSDMF2cPn0aSLp3TnK+3377LXfv3sXe3h6AoKAgLC0t8fLy0jrX2NiYEiVKALB27Vpatmyp9rD5+vqyd+9ehg4dqqYPCgrC19dX57oJIYQQQgiRZdlx42tZ1l+vvBWrRHp6etK0aVMCAwMJCQnhyJEjDBo0iICAAIoVKwbArVu38PDwUHvMwsPDmThxIqGhoVy7do0tW7bQrVs36tatS/ny5QFo0qQJXl5efPTRR5w5c4Zdu3YxevRoBg4cqPZ+/fvvv6xcuZJLly4REhJCQEAA586dU5f9BxgyZAg7d+5k+vTp/PPPP4wfP54TJ04waNCgXH6mhBBCCCGEEPnJWxGwQdJqjx4eHvj5+dG8eXNq167NwoUL1eNxcXGEhYURExMDgImJCXv27KFJkyZ4eHgwbNgw2rZty9atW9VzDA0N2bZtG4aGhvj6+tK1a1e6deumdd+2hIQEpk+fToUKFWjcuDHPnz8nODgYFxcXNU3NmjVZvXo1CxcupEKFCmzYsIHNmzfLPdiEEEIIIUTuSsymTeiNt2JZfwBbW9t0b5Lt4uLCqwteOjk5cfDgwTfm6+zszPbt29M87unpyalTp96YT/v27Wnfvv0b0wkhhBBCCJFTkuawabKch9Afb00PmxBCCCGEEEK8a96aHjYhhBBCCCHEG8iiI/mOBGxCCCGEEELkFxKw5TsyJFIIIYQQQggh9JT0sAkhhBBCCJFfKP/bspqH0BsSsAkhhBBCCJFPaBI1aBKzuEpkFs8X2UuGRAohhBBCCCGEnpIeNiGEEEIIIfILGRKZ70jAJoQQQgghRH6haCCrQxqzeONtkb1kSKQQQgghhBBC6CnpYRNCCCGEECK/kPuw5TsSsAkhhBBCCJFfyBy2fEeGRAohhBBCCCGEnpIeNiGEEEIIIfKLxGxYdETuw6ZXJGATQgghhBAiv1A0WV/lUVaJ1CsyJFIIIYQQQggh9JT0sAkhhBBCCJFPaBKTtqzmIfSHBGxCCCGEEELkFzKHLd+RIZFCCCGEEEIIoaekh00IIYQQQoj8Qu7Dlu9ID9s75urVq4waNYqWLZoB8H6rlkyYMIHbt2/ncc2EEEIIIUSWJQ+JzOom9IYEbO+IyMhIWn/wPu7u7sybM53CBmcBsEw4xfdTvsHZuSRdunTi0aNHeVtRIYQQQgghhEqGRL4Dbt68Sb26tYl9Esn84UXp5GeFiZk5Ox/CL2OKE/PMhhW7HjN+6UbqnDnDgYOHKFy4cF5XWwghhBBCZJTchy3fkR62fC4uLo4WzZuS+OIuwfOc6NPShgLm2n92q4KGDGpry6E5TkTcCufDNh+gKDJ4WQghhBDirZOYTZvQGxKw5XObN2/m73MXWP+1A84Oxumm9XQxZflXRfnz0BEOHjyYSzUUQgghhBBCpEUCtnzup7mzqVOhID5lzHVK71+tAB7OFvz009wcrpkQQgghhMh2yUMis7oJvSEBWz52//59Dhw8RM/mhXQ+R6PR0LtFQX777Tfi4+NzsHZCCJG7YmJiuHHjBgDPnj3L49oIIUTOUBQNSmIWNwnY9IoEbPnYvXv3AHArZpKh81wcjYmPT5AVI4UQbz1FUQgODqZr1y7Y2Fjj7e0NgJNTCdq1bcu+fftkzq4QQuSiqKgounTpgqWlJdbW1vTu3ZunT5+me079+vXRaDRaW//+/bXS3LhxgxYtWmBhYYG9vT3Dhw9P0fkwd+5cPD09MTc3p0yZMvzyyy9ax5ctW5aiHDMzs+xpeBbIKpH5mLFx0py1+ISMfRmJ+9+1bWKSsUBPCCH0SWxsLN0+6sqGjZtwL27OxG62VChtzXPg2x72LNi2Ez+/Tfg3acy69RuwtLTM6yoLIUTW6fkqkV26dOHOnTsEBQURFxdHz5496du3L6tXr073vMDAQL7++mv1sYWFhfr/hIQEWrRogYODA8HBwdy5c4du3bphbGzMpEmTAJg3bx6jRo1i0aJFVK1alZCQEAIDA7GxsaFVq1ZqXpaWloSFhamPNZq8722UgC0fK1asGObmpgT/HUuDygV0Pu+v8zHYFbGlUCHdh1IKIYQ+iYuL48M2rTl4YC+rR5WgQz0rDAw0xCmm7IiF/q1sGdTKgj+OPaHrlAM09W/M3n0HMDfXbb6vEELorexY5TGHVom8ePEiO3fu5Pjx41SpUgWA2bNn07x5c6ZNm0axYsXSPNfCwgIHB4dUj+3evZsLFy6wZ88eihYtSsWKFZk4cSIjRoxg/PjxmJiYsGLFCvr160fHjh0BcHNz4/jx40yZMkUrYNNoNGmWk1dkSGQ+ZmFhQadOXVi07QkJOvayPYtNZPnOp/Tu01cvflEQQojM+P7779mzdw9bvnYioIE1BgYp3880Gg0ta1iye7ITp0+dZMyYMXlQUyGE0F/R0dFa24sXL7KU39GjR7G2tlaDNYBGjRphYGDAsWPH0j131apVFClShHLlyjFq1ChiYmK08vX29qZo0aLqPn9/f6Kjozl//jwAL168SDG80dzcnJCQEOLi4tR9T58+xdnZGScnJz744AP1/LwkAVs+N3DgQG5GPmfh1kc6pf/h1wdEP4unX79+OVsxIYTIIfHx8fw0dzY9GlvhV6ngG9NX87Dgk9bWLF60QBYjEUK8/bJxlUgnJyesrKzUbfLkyVmqWkREBPb29lr7jIyMsLW1JSIiIs3zOnfuzMqVK9m/fz+jRo1ixYoVdO3aVSvfV4M1QH2cnK+/vz+LFy8mNDQURVE4ceIEixcvJi4ujvv37wNQpkwZlixZwu+//87KlStJTEykZs2a/Pfff1lqd1bJkMh8rnLlyvTv358hsxZgVcCAzo2t0kw7d2MU45fcZ+zYsbi4uOReJYUQIhtt3bqVW7cjGDDGXedz+jW35ft1/7J27Vp69+6dg7UTQogclqhJ2rKaB3Dz5k2t+b2mpqapJh85ciRTpkxJN8uLFy9mujp9+/ZV/+/t7Y2joyN+fn6Eh4fj7q7be/2YMWOIiIigRo0aKIpC0aJF6d69O1OnTsXAIKkPy9fXF19fX/WcmjVr4unpyYIFC5g4cWKm659VErC9A2bPnk1sbAwfTfyFX3Y94eMPrPD3TVpQJC5OYdOhaOb//pg/Tz/l008/Zfz48XlbYSGEyIKjR4/iWsyCiu66z0dzdTShcumCBAcHS8AmhBD/Y2lpqdOCTMOGDaNHjx7ppnFzc8PBwYG7d+9q7Y+PjycqKipD88aqV68OwOXLl3F3d8fBwYGQkBCtNJGRkQBqvubm5ixZsoQFCxYQGRmJo6MjCxcupFChQtjZ2aVajrGxMZUqVeLy5cs61y0nSMD2DjAyMmLp0mU0atSYObNn8eFXJyhUKIoVK8Cx9SWePo2hfr06/PbbZ7Ru3TqvqyuEEFny5MkTrAtkfMS/dQENT548yYEaCSFELsqDVSLt7OzSDHpe5evry6NHjwgNDcXHxweAffv2kZiYqAZhujh9+jQAjo6Oar7ffvstd+/eVYdcBgUFYWlpiZeXl9a5xsbGlChRAoC1a9fSsmVLtYftdQkJCfz99980b95c57rlBAnY3hEajYauXbvStWtXTp48qU7snDbtB+rUqZPiYhZCiLeVpaUlD59mfImzh88UXGRpfyHE2y4bh0RmN09PT5o2bUpgYCDz588nLi6OQYMGERAQoK4QeevWLfz8/Pjll1+oVq0a4eHhrF69mubNm1O4cGHOnj3Lp59+St26dSlfvjwATZo0wcvLi48++oipU6cSERHB6NGjGThwoDqM899//yUkJITq1avz8OFDfvjhB86dO8fy5cvV+n399dfUqFGDUqVK8ejRI77//nuuX79Onz59cuT50JUsOvIOqly5snrh9erVS4I1IUS+Urt2ba7dieHEv7E6n3P51gtO/vuU2rVr52DNhBBCrFq1Cg8PD/z8/GjevDm1a9dm4cKF6vG4uDjCwsLUVSBNTEzYs2cPTZo0wcPDg2HDhtG2bVu2bt2qnmNoaMi2bdswNDTE19eXrl270q1bN637tiUkJDB9+nQqVKhA48aNef78OcHBwVrrNjx8+JDAwEA8PT1p3rw50dHRBAcH5/l3ZelhE0IIka80b96ckk7F+WlrFEuGFdfpnPl/RGFrY6Xen0cIId5ayv+2rOaRQ2xtbdO9SbaLiwuK8v8VcHJy4uDBg2/M19nZme3bt6d53NPTk1OnTqWbx4wZM5gxY8Yby8pt0sMmhBAiXzE0NGTQJ0NYsecRO0LePCft8LlnzN3yiL79PpYbZwsh3npKoiZbNqE/3pqALSoqii5dumBpaYm1tTW9e/fm6dOn6Z5Tv359NBqN1ta/f3+tNDdu3KBFixZYWFhgb2/P8OHDiY+P10ozd+5cPD09MTc3p0yZMvzyyy9ax5ctW5ainNdvzCeEECL3fPbZZ7Ro3oIPv/6PpbseEp+Q8ufixESF9X8+ptlXN6lRo6askCuEEEIvvTVDIrt06cKdO3cICgoiLi6Onj170rdv33S7VAECAwO1xq9aWFio/09ISKBFixY4ODgQHBzMnTt36NatG8bGxkyaNAmAefPmMWrUKBYtWkTVqlUJCQkhMDAQGxsbWrVqpeZlaWlJWFiY+lijkV8mhBAirxgaGrJu/QYCA/vQe/pKxq14QJ+mllQoZY2mPMzcdJ8FW+9y5XYsH7zfilWr16R5fyEhhHir5MEqkSJnvRUB28WLF9m5cyfHjx+nSpUqQNK9xZo3b860adPUVWVSY2FhkeZ9HXbv3s2FCxfYs2cPRYsWpWLFikycOJERI0Ywfvx4TExMWLFiBf369VPnNbi5uXH8+HGmTJmiFbBpNJoM3T/ixYsXvHjxQn0cHR0NJE20jIuL0zmfzEouIyfLyukypA36UUZ+aENulCFtyP0yDAwM+PnnJQwePITFixcze8M6FOU+S5bAD5tjad68Iyv6BFKlShU0Gk22tUv+Dnmff26UIW3QjzJyow2plafX9HiVSJE5GuXVWX16asmSJQwbNoyHDx+q++Lj4zEzM2P9+vW0adMm1fPq16/P+fPnURQFBwcHWrVqxZgxY9RetrFjx7Jlyxb1Xg4AV69exc3NjZMnT1KpUiV8fHxo3ry51t3NR48ezdSpU3n27BnGxsYsW7aMPn36ULx4cRITE6lcuTKTJk2ibNmyabZp/PjxTJgwIcX+1atXa/UCCiGEEEII/RATE0Pnzp15/PixTjeUzk3R0dFYWVkRtdgHSwvDrOUVk4Btn1C9bOe76K3oYYuIiFBvgpfMyMgIW1tbIiIi0jyvc+fOODs7U6xYMc6ePcuIESMICwtj06ZNar5FixbVOif5cXK+/v7+LF68mNatW1O5cmVCQ0NZvHgxcXFx3L9/H0dHR8qUKcOSJUsoX748jx8/Ztq0adSsWZPz58+rN+Z73ahRo/jss8/Ux9HR0Tg5OdGkSZNceWHExcURFBRE48aNMTY2fivLkDboRxn5oQ25UYa0QT/KkDboRxnSBv0oQ9qQcckjovSaQjYMicyWmohskqcB28iRI5kyZUq6aS5evJjp/Pv27av+39vbG0dHR/z8/AgPD8fd3V2nPMaMGUNERAQ1atRAURSKFi1K9+7dmTp1qnpXdF9fX3x9fdVzatasiaenJwsWLNDqmXuVqalpqvMljI2Nc+UNJzfLy+kypA36UUZ+aENulCFt0I8ypA36UYa0QT/KkDZkrBy9p2TDkEiZw6ZX8jRgGzZsGD169Eg3jZubGw4ODty9e1drf3x8PFFRURmaN1a9enUALl++jLu7Ow4ODoSEhGiliYyMBFDzNTc3Z8mSJSxYsIDIyEgcHR1ZuHAhhQoVws7OLtVyjI2NqVSpEpcvX9a5bkIIIYQQQgjxujwN2Ozs7NIMel7l6+vLo0ePCA0NxcfHB4B9+/aRmJioBmG6SJ6r5ujoqOb77bffcvfuXXXIZVBQEJaWlinuaG5sbKwOb1y7di0tW7ZUe9hel5CQwN9//03z5s11rpsQQgghhBBZpShJW1bzEPrjrbgPm6enJ02bNiUwMJCQkBCOHDnCoEGDCAgIUFeIvHXrFh4eHmqPWXh4OBMnTiQ0NJRr166xZcsWunXrRt26dSlfvjwATZo0wcvLi48++ogzZ86wa9cuRo8ezcCBA9Xhiv/++y8rV67k0qVLhISEEBAQwLlz59Rl/wG+/vprdu/ezZUrVzh58iRdu3bl+vXr9OnTJ5efKSGEEEII8U5LXtY/q5vQG2/FoiMAq1atYtCgQfj5+WFgYEDbtm358ccf1eNxcXGEhYURExMDgImJCXv27GHmzJk8e/YMJycn2rZty+jRo9VzDA0N2bZtGx9//DG+vr4UKFCA7t27a923LSEhgenTpxMWFoaxsTENGjQgODgYFxcXNc3Dhw8JDAwkIiICGxsbfHx8CA4OTtFLJ4QQQgghhBAZ8dYEbLa2tuneJNvFxYVX71Dg5OTEwYMH35ivs7Mz27dvT/O4p6cnp06dSjePGTNmMGPGjDeWJYQQQgjxLjh37hz79+/nyZMnlC1blqNHj1KnTh00Gum5yXFyH7Z8560YEimEEEIIIfTf5s2bqVunFt7e3nw+7FMWzJ4GQNOmTfEu58X8+fNJSEjI41rmb4qiyZZN6A8J2IQQQgghRJYoisKIESNo06YN3L/A6oGlebjAh3+megPw26dleK/APQYOHEC7th/y/PnzPK6xEG+Pt2ZIpBBCCCGE0E+TJ09m6tSpfN/ZmaFNHdX9cf/7t66HJX4epfnj1EMC5v5Bzx49WL1mjQyRzAkyJDLfkR42IYQQQgiRaXfu3GHcuLGMaFVMK1hLTYtKNizu48raX3/lwIEDuVPBd42sEpnvSMAmhBBCCCEybdGiRZgYahjeophO6TtUL4xn8YL8NHduDtdMiPxBAjYhhBBCCJFpPy9eSCdfW6wsdJtpo9Fo6NewCL9t/o0HDx7kcO3ePbLoSP4jAZsQQgghhMiU+Ph4bty8RXX3ghk6r5p7QRISErl582YO1ewdlphNm9AbErAJIYQQQohMSV6i38gwYz0yxv9LHxcX94aUQghZJVIIIYQQQmSKqakploUKcuVuxpbpD49MSm9vb58T1Xq3ZceiITIkUq9ID5sQQgghhMi0du07sPzwQ+ITFJ3PWfLnfapV9cHZ2TkHa/ZuUhI12bIJ/SEBmxBCCCGEyLSBAwdy834Mm47rtoDIuf9i2H32IQMGfpLDNRMif5CATQghhBBCZFrlypV5v1VL+i+9zokrT9NN+1/UC9r9GI5HmdJ07Ngxl2r4jpH7sOU7ErAJIYQQQogsWblqNWXLV8Rv8j9M2XqLu9Hai4k8e5HAov2R1Pr6H+KMrdmxczdmZmZ5VNv8TZb1z38kYBNCCCGEEFlSqFAh9u47wEc9evPNlkhchp6i1bQwPl56BYCyI/9m0PLrVK3diL+OHcfFxSVvKyzEW0QCNiGEEEIIkWUWFhbMnz+fW7fv8N2U7zEoXoMbiW4A9BswhKtXr7L59y04OjrmcU3zOUUDiVncpIdNr0jAJoQQQgghso2trS2fffYZf2zfzq6gPQCMGTOGkiVL5nHN3hEyhy3fkYBNCCGEEEIIIfSU3DhbCCGEEEKIfEJRkras5iH0hwRsQgghhBBC5BfJ89CymofQGzIkUgghhBBCCCH0lARsQgghhBDviCdPnjB//nxqVKvKe6XcAahZozqTJ0/m7t27eVw7kR3kPmz5jwRsQgghhBDvgJ9++onixRwZOHAAdrE36V6hEABepo/4evxYSpQozvDhw0lISMjjmooskVUi8x0J2IQQQggh8rmJEycycOBAOnrb8M+XtVnXszzDGrgAMKe9J5fH1GaUnzM//DCdj7p2JTExMW8r/AahoaEMGjSIDh3aAzBgwAB27dql9/UWIjMkYBM5Ii4uTh1aER8fn8e1EUIIId5dW7ZsYezYsYxt6s6P7TwpYWOWIo2thTEjG7uxoqs3a3/9lalTp+ZBTd/s8OHDVK9ahSpVqvD7mmVw/RQAJ/ZuoWnTprxXyp3Vq1fnbSXzmJKoyZZN6A8J2ES2URSFv/76i27dPqJQwYKULl0aAKcSJejbty+nT5/O2woKIYQQ76Cp331HnVKFGdHI9Y1p21QoSh/f4syYPo2XL1/mQu109/vvv+PXsCHKvSus61GJCyNqsbxreQAODKzK3oHVKFsgli5duvDdd9/lcW2FyD4SsIls8ezZMz5s0xpfX18O7djMqIbOLOtcAYCPqzvyx/rVVKpUie7duundB4AQQgiRX505c4YjR4/yca3iaDS69Zr0r+XE3fsP2LRpUw7XTnenTp0ioGNHmnsWZnf/KrQoa4+hwf+3R6PRUMPFhtXdKjCqkTujRo1izZo1eVjjPKSQDXPY8roR4lUSsIkse/HiBS1bNCdo5w6Wd67A2WG1+LyBO/4edgB83tCNC1/U4qd25Vi7ZjUd2reTCc1CCCFELti+fTuW5ia0KGun8zmeDgWpXNKaP/74IwdrljHffvMNJa1N+TmgHCZGaX991Wg0fNXEnVblijJ29Ffv5Jw2WSUy/5GATWTZhAkTOBp8hN96VqZtBUcMDFK+yI0MDehWtQRrPqrItm1/MGPGjDyoqRBCCPFuefjwIXaFzDA2zNhXPsdCxkRFPcihWmXMrVu32Pz77/TzLYaZseEb02s0GgbXdebylavs2bMnF2ooRM6SgE1kSWxsLAvm/0TfGk7UdLV5Y3p/Dzs6VXJkzo+zpJdNCCGEyGFmZmbExGV88a/n8Qrm5hY5UKOM27RpE0YG0KlyMZ3P8XWxxsPBkrVr1+ZgzfRUoiZ7NqE3JGATWbJu3TqiHj6mTw0nnc8J9C3J9Zv/sX379hysmRBCCCG8vb258zCGixFPdT7nyfN4jl1/TLly5XKwZrq7c+cORS3NsTI31vkcjUZDqcJmRNy5k4M100+Kkj2byJylS5cSExOTrXlKwCay5NChQ1QoYYN7kQI6n+PjZEXJwgU5dOhQDtZMCCGEEB988AH2RQqzKPg/nc9Zc/IOsXEJ9OnTJwdrpjsjIyMSMhFBJCQqGBnrHuQJkR1GjhyJg4MDvXv3Jjg4OFvylIBNZMmTJ0+wMX/zePLX2VgY8+TJkxyokRBCCCGSmZiYENivP7+ciODs7Td/7kY+ecH0/Td5v9X7lChRIhdq+GYuLi7ceRTD7cfPdT4nPiGRMxHPcHZ2zsGa6Sd9X3QkKiqKLl26YGlpibW1Nb179+bp0/R7gOvXr49Go9Ha+vfvr5Vm8ODB+Pj4YGpqSsWKFVPN5+zZs9SpUwczMzOcnJxSvd/g+vXr8fDwwMzMDG9v7wyPCLt16xbLly/n/v371K9fHw8PD6ZMmUJERESG8nmVBGwiSwoWLEj0i4yvwPQ4Np5ChQrlQI2EEEII8aqRI0fi4enFB4vOEHrzcZrpbj6MpeXC08QbF2DmrFm5WMP0tWvXDnMzM5Ye072XcMfFe9x+GEPPnj1zsGZ6Ss/nsHXp0oXz588TFBTEtm3b+PPPP+nbt+8bzwsMDOTOnTvqllqw1atXLzp27Jjq+dHR0TRp0gRnZ2dCQ0P5/vvvGT9+PAsXLlTTBAcH06lTJ3r37s2pU6do3bo1rVu35ty5czq3z8jIiDZt2vD7779z8+ZNAgMDWbVqFSVLluT999/n999/z/DqpRKwiSypWbMmp24+5HqU7mN1z9yK5tr9J/j6+uZgzYQQQggBST+u7twdhPN7Zak76zgf/nyaHRfuEfkk6b6ox649os+a85SfcpSnhpbs3X+AkiVL5nGt/5+lpSUfdevO4mO3iYh+8cb0L+ITmXbgOjWqVaVy5cq5UEOhq4sXL7Jz504WL15M9erVqV27NrNnz2bt2rXcvn073XMtLCxwcHBQN0tLS63jP/74IwMHDsTNzS3V81etWsXLly9ZsmQJZcuWJSAggMGDB/PDDz+oaWbNmkXTpk0ZPnw4np6eTJw4kcqVKzNnzpxMtbdo0aLUrl0bX19fDAwM+Pvvv+nevTvu7u4cOHBA53wkYBNZEhAQgGWhgiw5dlPncxb9dYPijg60atUqB2smhBBCiGR2dnYcPHSIRYsWEWnsSNufT1P+uyMAvL/oFEfvGTHx28mcOnMWT0/PPK5tSl999RWG5oVos/Q0kU/SDtqexyXQc/VZ/r7zjOkzZuZeBfVIdg6JjI6O1tpevHhzwJyeo0ePYm1tTZUqVdR9jRo1wsDAgGPHjqV77qpVqyhSpAjlypVj1KhRGV7Y4+jRo9StWxcTExN1n7+/P2FhYTx8+FBN06hRI63z/P39OXr0aIbKioyMZNq0aZQtW5b69esTHR3Ntm3buHr1Krdu3aJDhw50795d5/wkYBNZUqBAAfoE9mXe0f/SHWaR7MDlB6w6eYcBgz7ByMgoF2oohBBCCEha4r93796EnjrNmTNn1CXv9+zZw+UrVxk+fDg2Nm++RU9eKFGiBLuC9nAvzoQaM4/xza7L3Hr0/3PaomPjmXf4OjVmHmPXv49Yv2EDNWvWzMMa5yUNKFncSArYnJycsLKyUrfJkydnqWYRERHY29tr7TMyMsLW1jbdOV6dO3dm5cqV7N+/n1GjRrFixQq6du2a4bKLFi2qtS/5cXLZaaXJyPyzVq1a4eTkxLJlywgMDOTWrVusWbNGDQQLFCjAsGHDuHlT984O+cYssmzixIkcOXyI95eE8nOHcvh72KHRaI99TkxU2PR3BB9vOE+DBg0YPnx4HtVWCCGEeLdpNBrKly+Pp6cn27dvp2rVqhgY6P9v+N7e3oScCGXSpEnM/mU5U/ZdwaVoYX6Y14dyUw7zLDaWNq3b8OuXX1KpUqW8rm6+cPPmTa2hh6ampqmmGzlyJFOmTEk3r4sXL2a6Hq/OcfP29sbR0RE/Pz/Cw8Nxd3fPdL45wd7enoMHD6Y79cfOzo6rV6/qnKcEbCLLzM3N2blrNx3at6Pdsj14OlrRq2oxyhS3hdIw7/B1FgdfJfzeE9p++CErVq7EWJbZFUIIIUQGlShRgp9++onvvvuODRs2qL0U30yazIcffkixYrrfXDu/yo5VHpPPt7S0TDFXLDXDhg2jR48e6aZxc3PDwcGBu3fvau2Pj48nKioKBwcHnetXvXp1AC5fvqxzwObg4EBkZKTWvuTHyWWnlSYjdatXr16qcydfvnzJ2rVr6datGxqNJkMrmOr/zyn/k9+XAH3bWVlZsXPXbvbs2YNnjYaM/ONfOi47CcDk/Vep3qglhw8fZv2GDZibm+dxbYUQQgjxNrO0tKRXr158+eWXAPTr10+CtWR5sEqknZ0dHh4e6W4mJib4+vry6NEjQkND1XP37dtHYmKiGoTp4vTp0wA4OjrqfI6vry9//vkncXFx6r6goCDKlCmjDgX29fVl7969WucFBQVlaKG8nj178vhxymlCT548yfSqpW9NwJbflwDNDzQaDX5+fmzctImHDx9y5swZAG7cuMmq1aupVatWiqGSQgghhBDi3eDp6UnTpk0JDAwkJCSEI0eOMGjQIAICAtSA+9atW3h4eBASEgJAeHg4EydOJDQ0lGvXrrFlyxa6detG3bp1KV++vJr35cuXOX36NBEREcTGxnL69GlOnz7Ny5dJq6F27twZExMTevfuzfnz5/n111+ZNWsWn332mZrHkCFD2LlzJ9OnT+eff/5h/PjxnDhxgkGDBuncRkVRUv2++99//2FlZZWp5+2tGBKZvATo8ePH1VVlZs+eTfPmzZk2bVq6v6gkLwGalh9//BGAe/fucfbs2RTHX10C1MTEhLJly3L69Gl++OEHNWB8dQlQSJrTFRQUxJw5c5g/f36m2/02K1SoEGZmZly4cAELC4u8ro4QQgghxDtBUZK2rOaRU1atWsWgQYPw8/PDwMCAtm3bqt/HAeLi4ggLC1NXgTQxMWHPnj3MnDmTZ8+e4eTkRNu2bRk9erRWvn369OHgwYPq4+R5jFevXsXFxQUrKyt2797NwIED8fHxoUiRIowdO1arA6hmzZqsXr2a0aNH8+WXX1K6dGk2b95MuXLl3tiuSpUqqSP6/Pz8tBbXS0hI4OrVqzRt2jRTz9lbEbC9aQnQNm3apHnuqlWrWLlyJQ4OScvIjxkzJkMBRFpLgE6ZMoWHDx9iY2PD0aNHtaLz5DSbN29OM98XL15oLY0aHR0NJF2kr3bV5pTkMnKyrJwuQ9qgH2XkhzbkRhnSBv0oQ9qgH2VIG/SjDGlD5svTZ9k5hy0n2Nrasnr16jSPu7i4oLwSMTo5OWkFYmnR5b5m5cuX59ChQ+mmad++Pe3bt39jXq9r3bo1kDRc09/fn4IFC6rHTExMcHFxoW3bthnOF0CjKDkZQ2ePSZMmsXz5csLCwrT229vbM2HCBD7++ONUz1u4cCHOzs4UK1aMs2fPMmLECKpVq8amTZtSpB0/fjybN29Wx8Qma9KkCa6urixYsEDdd+HCBcqWLcuFCxfw9PTExMSE5cuX06lTJzXNTz/9xIQJE1JMXHy1vAkTJqTYv3r1aumREkIIIYTQQzExMXTu3JnHjx/rtBhHboqOjsbKyoqrw1phaZq1xd2iX8ThOn2rXrZT3y1fvpyOHTtiZmaWbXnmaQ/bu7wE6KhRo7R65aKjo3FycqJJkya58sKIi4sjKCiIxo0b59iKjTldhrRBP8rID23IjTKkDfpRhrRBP8qQNuhHGdKGjEseEaXX1HupZTEPkSkZuSG2rvI0YHuXlwA1NTVN9V4WxsbGubrkfW6Ul9NlSBv0o4z80IbcKEPaoB9lSBv0owxpg36UIW3IWDl6L1GDksFVHlPLQ+jO1taWf//9lyJFimBjY5PuIntRUVEZzj9PAzY7Ozvs7OzemO7VJUB9fHyA3F0C9KuvviIuLk59kaa1BOjQoUPV8zK6BKgQQgghhBDi7TNjxgwKFSqk/j+7V0V/KxYdeXUJ0Pnz5xMXF5fqEqB+fn788ssvVKtWjfDwcFavXk3z5s0pXLgwZ8+e5dNPP011CdCnT59qLQEK4OXlhYmJCZ07d2bChAn07t2bESNGcO7cOWbNmsWMGTPUPIYMGUK9evWYPn06LVq0YO3atZw4cUJr6X8hhBBCCCFymr4vOpIfvToM8k2jBzPjrQjYIP8uASqEEEIIIUS2kTlseerkyZMYGxvj7e0NwO+//87SpUvx8vJi/PjxWivP6+qtCdjy6xKgQgghhBBCiPyhX79+jBw5Em9vb65cuULHjh358MMPWb9+PTExMcycOTPDeRpkfzWFEEIIIYQQeSF5SGRWN5E5//77LxUrVgRg/fr11KtXj9WrV7Ns2TI2btyYqTzfmh42IYQQQgghRPqUxKQtq3mIzFEUhcTEpCdwz549tGzZEkga/Xf//v1M5Sk9bEIIIYQQQgiRDapUqcI333zDihUrOHjwIC1atACS1scoWrRopvKUgE0IIYQQQoj8InnRkaxuIlNmzpzJyZMnGTRoEF999RWlSpUCYMOGDdSsWTNTecqQSCGEEEIIIfIJWdY/b5UvX56///47xf7vv/8eQ0PDTOUpAZsQQgghhBBCZKOXL19y9+5ddT5bspIlS2Y4LwnYhBBCCCGEyCekhy1v/fvvv/Tu3Zvg4GCt/YqioNFoSEhIyHCeErAJIYQQQgiRX8iNs/NUz549MTIyYtu2bTg6OqLRZP25lIBNCCGEEEIIIbLB6dOnCQ0NxcPDI9vylIBNCCGEEEKIfEJRQEnM6pDIbKrMO8jLyyvT91tLiyzrL4QQQgghRD6RPIctq5vInClTpvDFF19w4MABHjx4QHR0tNaWGdLDJoQQQgghhBDZoFGjRgD4+flp7ZdFR4QQQgghhBCg/G/Lah4iU/bv35/teeoUsGWk+87S0jLTlRFCCCGEEEJknizrn7fq1auX7XnqFLBZW1u/cUnKrHTzCSGEEEIIIUR+cOjQIRYsWMCVK1dYv349xYsXZ8WKFbi6ulK7du0M56dTwJYTXXtCCCGEEEKI7CU9bHlr48aNfPTRR3Tp0oWTJ0/y4sULAB4/fsykSZPYvn17hvPUKWDLia49IYQQQgghRPZSEjVZX9Y/i+e/y7755hvmz59Pt27dWLt2rbq/Vq1afPPNN5nKM9OLjsTExHDjxg1evnyptb98+fKZzVIIIYQQQggh3lphYWHUrVs3xX4rKysePXqUqTwzHLDdu3ePnj17smPHjlSPyxw2IYQQQggh8oiiSdqymofIFAcHBy5fvoyLi4vW/sOHD+Pm5papPDN84+yhQ4fy6NEjjh07hrm5OTt37mT58uWULl2aLVu2ZKoSQgghhBBCiKyTG2fnrcDAQIYMGcKxY8fQaDTcvn2bVatW8fnnn/Pxxx9nKs8M97Dt27eP33//nSpVqmBgYICzszONGzfG0tKSyZMn06JFi0xVRAghhBBCCCHeZiNHjiQxMRE/Pz9iYmKoW7cupqamfP7553zyySeZyjPDAduzZ8+wt7cHwMbGhnv37vHee+/h7e3NyZMnM1UJIYQQQgghRNbJKpF5S6PR8NVXXzF8+HAuX77M06dP8fLyomDBgpnOM8NDIsuUKUNYWBgAFSpUYMGCBdy6dYv58+fj6OiY6YoIIYQQQgghskZRsmcTmdOrVy+ePHmCiYkJXl5eVKtWjYIFC/Ls2TN69eqVqTwzHLANGTKEO3fuADBu3Dh27NhByZIl+fHHH5k0aVKmKiGEEEIIIYQQb7vly5cTGxubYn9sbCy//PJLpvLM8JDIrl27qv/38fHh+vXr/PPPP5QsWZIiRYpkqhJCCCGEEEKIrJMhkXkjOjoaRVFQFIUnT55gZmamHktISGD79u3qtLKMyvR92JJZWFhQuXLlrGYjhBBCCCGEyKpETdKW1TxEhlhbW6PRaNBoNLz33nspjms0GiZMmJCpvDMcsCUkJLBs2TL27t3L3bt3SUxM1Dq+b9++TFVECCGEEEIIId5G+/fvR1EUGjZsyMaNG7G1tVWPmZiY4OzsTLFixTKVd4YDtiFDhrBs2TJatGhBuXLl0GgkAhdCCCGEEEIfyJDIvFGvXj0Arl69ipOTEwYGGV4qJE0ZDtjWrl3LunXraN68ebZVQgghhBBCCJF1ErDlLWdnZx49ekRISEiqoxG7deuW4TwzHLCZmJhQqlSpDBckhBBCCCGEEPnZ1q1b6dKlC0+fPsXS0lJrNKJGo8lUwJbhvrphw4Yxa9YsFLlBgxBCCCGEEHoluYctq5vInGHDhtGrVy+ePn3Ko0ePePjwobpFRUVlKs8M97AdPnyY/fv3s2PHDsqWLYuxsbHW8U2bNmWqIkIIIYQQQoisyo6ASwK2zLp16xaDBw/GwsIi2/LMcMBmbW1NmzZtsq0CQgghhBBCCJEf+Pv7c+LECdzc3LItzwwHbEuXLs22woUQQgghhBDZSNEkbVnNQ2RKixYtGD58OBcuXMDb2zvFaMT3338/w3lm+cbZQgghhBBCCP2gJCZtWc1DZE5gYCAAX3/9dYpjGo2GhISEDOeZ4YCtUqVKqd57TaPRYGZmRqlSpejRowcNGjTIcGWEEEIIIYQQ4m31+jL+2SHDq0Q2bdqUK1euUKBAARo0aECDBg0oWLAg4eHhVK1alTt37tCoUSN+//33bK+sEEIIIYQQIm36vkpkVFQUXbp0wdLSEmtra3r37s3Tp0/TPad+/fpoNBqtrX///lppBg8ejI+PD6amplSsWDHVfM6ePUudOnUwMzPDycmJqVOnah1ftmxZinLMzMyy1N7skOEetvv37zNs2DDGjBmjtf+bb77h+vXr7N69m3HjxjFx4kQ++OCDbKuoEEIIIUReevjwIcuWLWPJ4sXcu3ePBYsWUalCBdq2b0/fvn0pXrx4XldRCL2/cXaXLl24c+cOQUFBxMXF0bNnT/r27cvq1avTPS8wMFBrmGFqqzD26tWLY8eOcfbs2RTHoqOjadKkCY0aNWL+/Pn8/fff9OrVC2tra/r27aums7S0JCwsTH2c2sjC1Pz44486pRs8eLBO6V6V4YBt3bp1hIaGptgfEBCAj48PixYtolOnTvzwww8Zrkx6oqKi+OSTT9i6dSsGBga0bduWWbNmUbBgwTTPqV+/PgcPHtTa169fP+bPn68+Hjx4MEeOHOHcuXN4enpy+vTpFPmcPXuWgQMHcvz4cezs7Pjkk0/44osv1OPLli2jZ8+eWueYmpry/PnzTLZWCCGEEPpCURSmTZvGuLFjiY+Lo1GxUjQr6Q2Ad6IF07+bwrfffsuAAQP44YcfMDKSJQKESM3FixfZuXMnx48fp0qVKgDMnj2b5s2bM23aNIoVK5bmuRYWFjg4OKR5PDlgunfvXqoB26pVq3j58iVLlizBxMSEsmXLcvr0aX744QetgE2j0aRbTlpmzJjxxjQajSZ3AjYzMzOCg4MpVaqU1v7g4GC1yzAxMTHbuw/zazQuhBBCCP325Zdf8t1339G9VGV6vudDEbMCJBobcgX4smJ9hr5XjXVX/2bW3LlE3LnD2l9/xcAgw7NOhMgW2dnDFh0drbXf1NQUU1PTTOd79OhRrK2t1WANoFGjRhgYGHDs2LF0bx22atUqVq5ciYODA61atWLMmDEZutfZ0aNHqVu3LiYmJuo+f39/pkyZwsOHD7GxsQHg6dOnODs7k5iYSOXKlZk0aRJly5Z9Y/5Xr17VuS4ZleGA7ZNPPqF///6EhoZStWpVAI4fP87ixYv58ssvAdi1a1eaY0czIz9H40IIIYTQX+vWreO7777jC++6dCtdOdU0BY1N6fVeFZwLWvPpxo1899136nciIXKbomR9SKOiJP3r5OSktX/cuHGMHz8+0/lGRERgb2+vtc/IyAhbW1siIiLSPK9z5844OztTrFgxzp49y4gRIwgLC2PTpk0ZKtvV1VVrX9GiRdVjNjY2lClThiVLllC+fHkeP37MtGnTqFmzJufPn6dEiRIZaGn2ynDANnr0aFxdXZkzZw4rVqwAoEyZMixatIjOnTsD0L9/fz7++ONsq2R+jMZfvHjBixcv1MfJv2DExcURFxenc/0yK7mMnCwrp8uQNuhHGfmhDblRhrRBP8qQNuhHGW9TG2b+MIP6LmXo6lWVV9d+SzQy1PoXoIFzGTo/jmTBvHkMGTJE67tDZsjfIe/zT6u8d8XNmzextLRUH6fVuzZy5EimTJmSbl4XL17MdD1e7STx9vbG0dERPz8/wsPDcXd3z3S+r/P19cXX11d9XLNmTTw9PVmwYAETJ07MtnIySqMoyTG0/po0aRLLly/XGnIIYG9vz4QJE9IMDhcuXJgiGq9WrVqq0fj48ePZvHlzijlsTZo0wdXVlQULFqj7Lly4QNmyZblw4QKenp4cPXqUS5cuaUXjf/75Z7rR+Pjx45kwYUKK/atXr85QQCmEEEIIIXJHTEwMnTt35vHjx1qBjD6Ijo7GysqKY+/3p6Bx5octAjyNe0H1LfN1bue9e/d48OBBumnc3NxYuXIlw4YN4+HDh+r++Ph4zMzMWL9+fbqdMK969uwZBQsWZOfOnfj7+2sdS+s7fbdu3YiOjmbz5s3qvv3799OwYUOioqLUTpjXtW/fHiMjI9asWaNT3XJCns6KfZej8VGjRvHZZ5+pj6Ojo3FycqJJkya58gYQFxdHUFAQjRs3TnEH9relDGmDfpSRH9qQG2VIG/SjDGmDfpTxtrRh6tSpzJ4+g52Nu2Go0Z6TlmhkyLX2NXFZH4xBvPaNcHsc3khF/4Zai5xlhvwd8j7/170+p0sf5cUqkXZ2dtjZ2b0xna+vL48ePSI0NBQfHx8A9u3bR2JiItWrV9e5vORgzNHRUedzfH19+eqrr4iLi1OvlaCgIMqUKZNmsJaQkMDff/9N8+bNdS4nJ+gUsNna2vLvv/9SpEgRbGxs0l1QIyoqSufChw0bRo8ePdJN4+bmhoODA3fv3tXaHx8fT1RUVIbmjSVfCJcvX9Y5YHNwcCAyMlJrX/LjtMo2NjamUqVKXL58Oc1805q0aWxsnCtvOLlZXk6XIW3QjzLyQxtyowxpg36UIW3QjzL0vQ0PHjzAQtFgHK8ACammMYhPwCBO+1jBBA337t3Ltra9638Hfcj/1XJE5nl6etK0aVMCAwOZP38+cXFxDBo0iICAAHVNilu3buHn58cvv/xCtWrVCA8PZ/Xq1TRv3pzChQtz9uxZPv30U+rWrUv58uXVvC9fvszTp0+JiIggNjZWDeq8vLwwMTGhc+fOTJgwgd69ezNixAjOnTvHrFmztFZ3/Prrr6lRowalSpXi0aNHfP/991y/fp0+ffrk6vP0Op0CthkzZlCoUCEAZs6cmW2FSzQuhBBCCH1lYWHB84T4DJ/3PDEBR5neIPKIvt+HbdWqVQwaNAg/Pz/1Vl2v3sMsLi6OsLAwYmJiADAxMWHPnj3MnDmTZ8+e4eTkRNu2bRk9erRWvn369NG6nVelSpWApNUbXVxcsLKyYvfu3QwcOBAfHx+KFCnC2LFjtUbkPXz4kMDAQHUREh8fH4KDg/Hy8kq3TRnpec3MSDqdArbu3bun+v/cItG4EEIIIXJb+fLlufPkEeHRD3C3LKzTOdEvn3M26g4fvPJdQ4jcpCQmbVnNI6fY2tqme1suFxcXXl1iw8nJKcV9lVNz4MCBN6YpX748hw4dSvP4jBkzdLqf2uusra3feEsvRVHQaDQkJKTeW58eneewxcfHk5CQoDWMLzIykvnz5/Ps2TPef/99ateuneEK6Co/RuNC5KR//vmHlStXcvfuXVq0aMG3335L586dee+99/K6akII8VZo3bo19kWK8OuVs3xZsYFO5/x+4yLxikKvXr1yuHZCCH2xf//+HM1f54AtMDAQExMTdbXEJ0+eULVqVZ4/f46joyMzZszg999/z7FhgPkxGhciJwQHBzP6q6/Yf+AA1mYFKF3YkRYtWjB/1hwmTJhAIz8/vp00iWrVquV1VYUQQq+ZmJjQt39/pk+ZShuXsnha26ebPiLmCUvDT9K27Ydyb1aRZ/R9SGR+VK9evRzN3+DNSZIcOXKEtm3bqo9/+eUXEhISuHTpEmfOnOGzzz7j+++/z5FKCiF0s2nTJhrUr0/E6TC+qdCSHfX68VOV9gBsrN2Lryu04GboeerWqcOWLVvyuLZCCKH/Ro4cSdny3vQ9+junH9xOM931pw/pHfwb5jbWzMjG+f5CZFRywJbVTWRNTEwM//zzD2fPntXaMkPnHrZbt25RunRp9fHevXtp27YtVlZWQNLctqVLl2aqEkKIrDt69CidAgKob1eKr8s3x9jgfzd1/d9xU0MjWhQvS2OHMnx5ZhsdO3Tgz0OHqFq1at5VWggh9FyBAgXYuWsXrVq2pOvBdfgWdaaDizeedkkLmB27e5N1/55i351wXF1c2bl7V4YWNxNC5C/37t2jZ8+e7NixI9XjmZnDpnMPm5mZGbGxserjv/76S2uFRjMzM54+fZrhCgghssdXX35JqYJFtIK11JgYGvFthZaUNLdmzOgxuVhDIYR4OxUuXJgDBw+yYsUKEp2L8umxbbTZuxKAwX9t5WYBA2bOmsXJ06ey9T6vQmSG9LDlraFDh/Lo0SOOHTuGubk5O3fuZPny5ZQuXTrTo5t07mGrWLEiK1asYPLkyRw6dIjIyEgaNmyoHg8PD1dXbBRC5K6LFy+y/8ABvq3YMt1gLZmpoRGdSlZmwu4d2X4jeSGEyI9MTEzo2rUrXbt2JSwsjOvXrxMbG8vhw4epVKnSG1eIEyK3yBy2vLVv3z5+//13qlSpgoGBAc7OzjRu3BhLS0smT55MixYtMpynzj1sY8eOZdasWbi7u+Pv70+PHj20uvx/++03atWqleEKCCGybtWqVVibFaBhUd1XgGzi6EEhU3NWrVqVgzUTQoj8p0yZMjRokLRqpLe3twRrQgjVs2fPsLdPWqDIxsaGe/fuAUnvFSdPnsxUnjr3sNWrV4/Q0FB2796Ng4MD7du31zpesWJFWXVOiDxy69YtShawwcRQ55c0ZobGOBWw4datWzlYMyGEEELkJulhy1tlypQhLCwMFxcXKlSowIIFC3BxcWH+/PmZnt+q+7c7km5g7enpmeqxV+9LJoR4OyggvwwLIYQQ+YgEbHlryJAh3LlzB4Bx48bRtGlTVq1ahYmJCcuWLctUnhkK2IQQ+qlEiRL89iyKlwnxOveyxSbEcfNpFMWLF8/h2gkhhBBCvBu6du2q/t/Hx4fr16/zzz//ULJkSYoUKZKpPHWewyaE0F9du3bl8fMY9kSE6XzO7tsXeRb3gi5duuRgzYQQQgiRqxQNJGZxkx62bGNhYUHlypUzHayB9LAJkS+UKVMGvwYNWHUqlEYOZd7Yy/Y8IY7VN07S1L8pbm5uuVRLIYQQQuQ0GRKZtxISEli2bBl79+7l7t27JCYmah3ft29fhvOUgE2IfOLbyZOpV7cuo8/+wTflW6QZtD1PiOPLM9u49SKatd9MzOVaCiGEEELkX0OGDGHZsmW0aNGCcuXKZctaAZkO2F6+fJlq1FiyZMksV0oIkXHVq1fn13Xr6NihA92PraJzSR8aO5bBxDjpvmyxCXHsvXmeVTdCufUimg0bN+Lj45PHtRZCCCFEdpIetry1du1a1q1bR/PmzbMtzwzPYbt06RJ16tTB3NwcZ2dnXF1dcXV1xcXFBVdX12yrmBAi4z744AMO/vknLlUrMP7sdpodmE+/4+sAaHt4CV+f20lpXx8OHT6crW8kQgghhNAPipI9m8gcExMTSpUqla15ZriHrUePHhgZGbFt2zYcHR1lSXAh9Ez16tXZtXsXly5dYvXq1URGRgIweNindOrUCXd39zyuoRBCCCFE/jRs2DBmzZrFnDlzsi1OynDAdvr0aUJDQ/Hw8MiWCgghckbp0qUZN24ccXFxbN++nREjRmBsbJzX1RJCCCFETsqGIZGySmTmHT58mP3797Njxw7Kli2b4rvXpk2bMpxnhgM2Ly8v7t+/n+GChBBCCCGEEDlL5rDlLWtra9q0aZOteeoUsEVHR6v/nzJlCl988QWTJk3C29s7RdRoaWmZrRUUQgghhBBCiLfB0qVLsz1PnQI2a2trrTGYiqLg5+enlUZRFDQaDQkJCdlbQyGEEEIIIYROpIct/9EpYNu/f39O10MIIYQQQgiRRRKw5a1KlSqlutiIRqPBzMyMUqVK0aNHDxo0aKBznjoFbPXq1VP/f+PGDZycnFJURFEUbt68qXPBQgghhBBCCJGfNG3alHnz5uHt7U21atUAOH78OGfPnqVHjx5cuHCBRo0asWnTJj744AOd8szwoiOurq7cuXMHe3t7rf1RUVG4urrKkEghhBBCCCHyiJKoQUnMYg9bFs9/l92/f59hw4YxZswYrf3ffPMN169fZ/fu3YwbN46JEyfqHLBl+MbZyXPVXvf06VPMzMwymp0QQgghhBAimyTd+FqTxS2vW/H2WrduHZ06dUqxPyAggHXr1gHQqVMnwsLCdM5T5x62zz77DEgafzlmzBgsLCzUYwkJCRw7doyKFSvqXLAQQgghhBBC5CdmZmYEBwdTqlQprf3BwcFq51ZiYmKGOrp0DthOnToFJPWw/f3335iYmKjHTExMqFChAp9//rnOBQshhBBCCCGylyw6krc++eQT+vfvT2hoKFWrVgWS5rAtXryYL7/8EoBdu3ZlqKNL54AteaXInj17MmvWLLnfmhDvsISEBLZv387cOXM5efIkixYvonix4vj4+DBw0ECaNWuGoaFhXldTCCGEeOdIwJa3Ro8ejaurK3PmzGHFihUAlClThkWLFtG5c2cA+vfvz8cff6xznhmew7Z06VIJ1oR4h505c4b3SpXm/fff5/pfF/nQqgYAH1rV4ErweVq1akWZ0u9x9uzZPK6pyA6JiYns2LGDTp064d+4CQDdu3dny5YtssiUEEIIkYouXbpw9OhRoqKiiIqK4ujRo2qwBmBubp79QyI//PBDnTPctGmTzmmFEG+XkydPUr9uPRwNrJnjOZAyBZxQTAyIAdoWrUM7m1qEPbvJrP9+p06t2hw89KfMbX2Lbdq0ic8/G8bV69dwK1iMMpZOAPy95zhr1qzBqXgJvps6RetDSAghRN6SHrb8R6eAzcrKKqfrIYTQczExMbRs3oLiBrZMLdUbc0PTVNOVKeDEtFKBDL+8mJbNW3Ap/DLm5ua5XFuRVfPmzWPAgAHUsPZkaJkBeBRwAlNDYoHppfryb+Hr/Bp5kC5dunD79m2ZwyyEEHpCArbcZ2try7///kuRIkWwsbFJdUX9ZFFRURnOX6eAbenSpRnOWAiRv6xdu5aIyEi+K/d5msFaMgtDU0Y5d6TnuWmsX7+ebt265VItRXbYvXs3AwcOpLV9TT4u0Ur94Hl1lecyBZwY49qFpaa7GD58OO7u7rRp0yZvKiyEEELkoRkzZlCoUCEAZs6cme35Z/jG2UKId4+iKMydPYdqNmUoZlZYp3NKmBWhqnUZ5vw4WwK2t8yEceMpW8iZ/iVapvsroUajoWcxfy7F3mbCuPG0bt063fRCCCFynvSw5b7u3bun+v/skqmAbcOGDaxbt44bN27w8uVLrWMnT57MlooJIfTHw4cPOXn6FCNdO2bovAY2FZgauo7Hjx/L0Oq3xNmzZwn+6yij3bpgoHnzulQajYYP7Wrx1d9L+euvv/D19c2FWgohhEiLBGx5Iz4+noSEBExN/38UUmRkJPPnz+fZs2e8//771K5dO1N5Z3iVyB9//JGePXtStGhRTp06RbVq1ShcuDBXrlyhWbNmmaqEEEK/PX78GAAb44IZOs/aKCn9o0ePsrtKIods2LABa9NC1LT20vkcH8vSFDW3Zf369TlYMyGEEEJ/BQYGMnjwYPXxkydPqFq1KnPnzmXXrl00aNCA7du3ZyrvDAdsP/30EwsXLmT27NmYmJjwxRdfEBQUxODBg9UvdUKI/MXCwgKA5wkv35BS2/PEpPQFChTI9jqJnHH37l3sTK0w0uh+Hz0DjQFFTay5e/duDtZMCCGELhRFg5KYxU162DLsyJEjtG3bVn38yy+/kJCQwKVLlzhz5gyfffYZ33//fabyznDAduPGDWrWrAkk3UPgyZMnAHz00UesWbMmU5UQQui3IkWKUMzBkZDHYRk6L+TxP5QoVhxbW9scqpnIbsbGxiQoiRk+L0FJxNjYOAdqJIQQIiOSh0RmdRMZc+vWLUqXLq0+3rt3L23btlWnhHTv3p3z589nKu8MB2wODg7qcpQlS5bkr7/+AuDq1asoipLeqUKIt5ShoSH9Pu7P3kdneBb/XKdznsTHsP/RWT4eOAADgwy/1Yg84u7uzn8x94iOf6bzOTEJL7gWG4Gbm1sO1kwIIYTQX2ZmZsTGxqqP//rrL6pXr651/OnTp5nKO8Pfoho2bMiWLVsA6NmzJ59++imNGzemY8eOsqSzEPlYYGAgCSSy8Nb2N/44oygKC2/tQNFA7969c6mGIjt06dIFDGDX/VCdz9kXdYrYhJf06NEj5yomhBBCJ4qSPZvImIoVK7JixQoADh06RGRkJA0bNlSPh4eHU6xYsUzlneFVIhcuXEhiYtJwmYEDB1K4cGGCg4N5//336devX6YqIYTQf46OjixYuIBevXphqDGgf4mWmBikfAt5mRjPvJtb2XnvOMuWLaNo0aJ5UFuRWXZ2dnTo0JHfN/1B48KVsX7DQjNP42PZeP8wrVq1wsnJKZdqKYQQIi2JiobELA5pzOr576KxY8fSrFkz1q1bx507d+jRoweOjo7q8d9++41atWplKu8MB2wGBgZaw5sCAgIICAjIVOFCiLdLz549iY+P5+P+H3P48Xn8bXyo41CB4rzHpZhb/Blxml0PQ3kSF8vixYtz5F4kIudN/GYiu3buZPTV5Ux07YaNcaFU00XHxzDu6i88M4pnypQpuVxLIYQQQn/Uq1eP0NBQdu/ejYODA+3bt9c6XrFiRapVq5apvDM1seTQoUN07doVX19fbt26BcCKFSs4fPhwpiqhi6ioKLp06YKlpSXW1tb07t37jeNA69evj0aj0dr69++vlWbw4MH4+PhgampKxYoVU+Tx/PlzevTogbe3N0ZGRrRu3TrVsg4cOEDlypUxNTWlVKlSLFu2LJMtFUK/BQYGcv7Cebr178X2Zyf5PGwhAJ+HLWTHs1P0+LgPFy5ekKGQbzEXFxd27wnisdkL+obN4uf/dnDnRZR6/F7cY5bd2k3fsJncMYhm5+6dlClTJg9rLIQQIpksOpJ3PD09GTJkCB07dkwxf79v376pxhq6yHDAtnHjRvz9/TE3N+fUqVO8ePECSLpP06RJkzJVCV106dKF8+fPExQUxLZt2/jzzz/p27fvG88LDAzkzp076jZ16tQUaXr16kXHjqnfEDghIQFzc3MGDx5Mo0aNUk1z9epVWrRoQYMGDTh9+jRDhw6lT58+7Nq1K2ONFOItUaZMGWbOnMntO7fZv38/APv37+dOxB1mzJjBe++9l8c1FFlVsWJFTpwMpefHfdgRc4ru56bS5fx3AASe/4Et0ccI6NWV0FOhWpOqhRBC5LHsCNYkYNMrGR4S+c033zB//ny6devG2rVr1f21atXim2++ydbKJbt48SI7d+7k+PHjVKlSBYDZs2fTvHlzpk2blu4EPgsLCxwcHNI8/uOPPwJw7949zp49m+J4gQIFmDdvHpB0f4XUbgA8f/58XF1dmT59OpAUXR8+fJgZM2bg7++vczuFeNsUKFCAypUrs337dipXrizLuuczJUqUYMaMGXzzzTds3bqV27dvA7Bo0SLef/99ChVKfaikEEIIIbJPhgO2sLAw6tatm2K/lZVVqsFMdjh69CjW1tZqsAbQqFEjDAwMOHbsWLqrU65atYqVK1fi4OBAq1atGDNmjHoT4Oys3+u9b/7+/gwdOjTNc168eKH2TgJER0cDEBcXR1xcXLbWLzXJZeRkWTldhrRBP8rID23IjTLe5jaYmJjQtm1b4uLiCAoKok2bNhgbG+dIW+TvkPf550YZ0gb9KEPakPny9Fl2DGmUIZH6JcMBm4ODA5cvX8bFxUVr/+HDh3PsHjwRERHY29tr7TMyMsLW1paIiIg0z+vcuTPOzs4UK1aMs2fPMmLECMLCwti0aVO21+/1lfCKFi1KdHQ0sbGxmJubpzhn8uTJTJgwIcX+3bt3Z3tAmZ6goKC3vgxpg36UkR/akBtlSBv0owxpg36UIW3QjzKkDbqLiYnJlXKyQt8DtqioKD755BO2bt2KgYEBbdu2ZdasWRQsmPaqxPXr1+fgwYNa+/r168f8+fPVx4MHD+bIkSOcO3cOT09PTp8+rZX++fPn9O/fn9DQUC5evEjLli3ZvHlzirIOHDjAZ599xvnz53FycmL06NF5ftuaDAdsgYGBDBkyhCVLlqDRaLh9+zZHjx7l888/Z8yYMRnKa+TIkW9cWezixYsZraLq1Tlu3t7eODo64ufnR3h4OO7u7pnONzuMGjWKzz77TH0cHR2Nk5MTTZo0wdLSMsfLT/6lvHHjxjk2jC2ny5A26EcZ+aENuVGGtEE/ypA26EcZ0gb9KEPakHHJI6JE5nXp0oU7d+4QFBREXFwcPXv2pG/fvqxevTrd8wIDA/n666/Vx6l1cPTq1Ytjx46lOs3p1XUpNm7cmGoZyetS9O/fn1WrVrF371769OmDo6Njhqc5vXz5krt376q3Q0tWsmTJDOUDmQjYRo4cSWJiIn5+fsTExFC3bl1MTU35/PPP+eSTTzKU17Bhw94Ysbq5ueHg4MDdu3e19sfHxxMVFZXu/LTXJU+Mv3z5crYGbA4ODkRGRmrti4yMxNLSMtXeNQBTU1NMTU1T7Dc2Ns7VeUC5UV5OlyFt0I8y8kMbcqMMaYN+lCFt0I8ypA36UYa0IWPl6DslUYOiyWIPW2LO9LC9C+tSXLp0iV69ehEcHKy1X1EUNBoNCQkJOuXzKp0DtqtXr+Lq6opGo+Grr75i+PDhXL58madPn+Ll5ZVuN2Za7OzssLOze2M6X19fHj16RGhoKD4+PgDs27ePxMTEDK1Oltw1+upN7LKDr68v27dv19oXFBSEr69vtpYjhBBCCCFEerJzSOTrPYppdTjoKj+uS/G6Hj16YGRkxLZt23B0dESTxeAZMhCwubu74+zsTIMGDWjYsCENGjTAy8sryxXQhaenJ02bNiUwMJD58+cTFxfHoEGDCAgIUCPxW7du4efnxy+//EK1atUIDw9n9erVNG/enMKFC3P27Fk+/fRT6tatS/ny5dW8k4POiIgIYmNj1aDOy8sLExMTAC5cuMDLly+JioriyZMnaprkeyn079+fOXPm8MUXX9CrVy/27dvHunXr+OOPP3Ll+RFCCCGEECK7OTk5aT0eN24c48ePz3R++XFditedPn2a0NBQPDw8sq1eOgds+/bt48CBAxw4cIA1a9bw8uVL3Nzc1OCtQYMGKRqYnVatWsWgQYPw8/NTJygmd31C0hjmsLAwdTKoiYkJe/bsYebMmTx79gwnJyfatm3L6NGjtfLt06eP1iTGSpUqAUk9iskLqzRv3pzr16+nSKMoCgCurq788ccffPrpp8yaNYsSJUqwePFiWdJfCCGEEELkquzsYbt586bW2gpp9a69y+tSvM7Ly4v79+9na546B2z169enfv36QNIqK8HBwWoAt3z5cuLi4vDw8OD8+fPZWsFktra26U5GdHFxUQMoSPpF4PXVZFJz4MCBN6a5du3aG9PUr1+fU6dOvTGdEEKIlP7++2/+/PNPnj17RpkyZTh9+jRVq1bN62qJt9Dz5885d+4cjx8/BuDp06fY2Njkca2EyD3ZGbBZWlrqtBjeu7wuBWgPHZ0yZQpffPEFkyZNwtvbO8W8x8wsLpjhRUcAzMzMaNiwIbVr16ZBgwbs2LGDBQsW8M8//2QmOyGEEO8gRVHYuHEjM3+YyZGjRzAyMMKmkA2Lli+iXr16lPX0YvDQIXTt2jVb5gCI/O3q1avMnz+fxQsXE/UoCnNzc9asWUPpUqVp36E9AwYMwNvbO6+rKUS+9K6vS2Ftba31OaUoCn5+flppcmXREUhanvKvv/5i//79HDhwgGPHjuHk5ETdunWZM2cO9erVy3AFhBBCvHsSExMZMmQIc+bMoayFB0Pt+lLZogJGZkkfS5/Y9WF32H66devG3j17WfzzYoyMMvUbY77z6mgSkWTdunV0+6gbxooxdc1rUMPRh0IWhQBobFKXdUt/ZcGCBUybNk3rljpC5EeJCiRmsYctMYfeZvLruhT79+/P3ifqNTp/+jVs2JBjx47h6upKvXr16NevH6tXr872yFYIIUT+N3r0aObOmUvvwp3xK1Q3xfGK5uWoaFeWI+YhzF+xDHMLc3U55ndRREQEixcvZtnPS7kf9YDlvyzHy8OLdh3a0a9fP3XO9bto06ZNBAQEULNAVfrYdsXUIOmLGUZJX1jft2pKc9NGbHi0hWHDhmFgYJChFd+EeNvo+42z8+O6FK92Wt24cQMnJ6cUI0MUReHmzZs6PUev0zlgO3ToEI6OjjRs2JD69etTr149ChcunKlChRBCvLvCw8OZPHkyHaw/SDVYe1WtgtWISYxh/vz59O3bV/1wfVcoisK4ceOYPGkyhhhS3awK9SxrAlDqiRs/TvuRKVOm0L9/f3788cd3rhfy8ePHdO/WnWoFKvNx4R4YaAxSTWekMSTApg2JSiKfffYZLVq0oHTp0rlcWyEE5P91KVxdXblz506K1TCjoqJwdXXN1JDI1N/ZUvHo0SMWLlyIhYUFU6ZMoVixYnh7ezNo0CA2bNjAvXv3Mly4EEKId8/8+fMpaFyQ5pZ+b04MNCxUh8Kmtu9cD5uiKAwcOJCJEyfSskBTZjlOIbBwdxoUSvolt4tNe2Y5TKGTVTsWLlhIxw4dM/VF4G22YsUKYmNi6GbdPs1g7VXtrN+noFEB5s+fnwu1EyJvJPewZXUTmZM8V+11T58+xczMLFN56vxTXIECBWjatClNmzYF4MmTJxw+fJj9+/czdepUunTpQunSpTl37lymKiKEEOL/2rvvuKau/g/gnxuSsBQQRAEF3BsXVotaFUFE6+ZxUvdsoc5aq9W62rrrHsXWUUdbd61aFRVwo4IUbSmPqNU6cLFBICT39wcP/KQgJJCQAJ/388rvJ8m53/M90Ev45p57TvmnUqnw/dbv0cn0Xchzpq4VwUgwgrtpB+zetRtr165Vax+c8mDHjh3YvHkzxlqPQJdKHQtsYyIxRg+LbqgutcXaI1uwfPlyzJ49u5Qz1Z/NGzahjVlLVJFaqdVeLpGhs6kbvt/6Pb766qti//FEZMhEERBVJY9Bmsm5P1YQhHybeiuVSoSGhubeK6cpta+w/Zu5uTmsra1hbW2NKlWqQCqVlmh/BSIiKv8SEhIQnxiPBsZ1NDquvnFtvE5/XejGquWJKIpYuWwF2pi3emux9qbWZi3hbv4e1q5ei8zMzFLIUP8UCgX+jI5CC5NmGh3X0rQZEpMT8fDhQx1lRkQV0c2bN3Hz5k2Ioohbt27lfn3z5k389ddfaNGiBXbs2FGs2GpfYVOpVLhx4waCg4MRFBSES5cuITU1FTVq1IC7uzs2btwId3f3YiVBREQVQ1ZWFgCoNX3tTUYwApD9R3pFcOHCBfwZHYXPqk1T+xiPSl1wNjYEhw8fxuDBg3WYnWHIWZDARM0rtTlMJNlX1VJTU7WeE5EhMPRFR8qrnJUiR48ejbVr1xZrv7W3Ubtgs7KyQmpqKuzs7ODu7o7Vq1ejS5cuBre7OBERGS4rKysYSYzwXPFSo+OeZ2W3r1q1qi7SMjinT59GFWMrNDFupPYxjvIacDZ1QmBgYIUo2CpVqgSJRIJEZbJGxyUqsze4tbKy0kFWRPqnEgUtLOvPgq24tm/frvWYahdsK1asgLu7Oxo0aKD1JIiIqGKQy+Xo07cPQk5eQQ8LD7U3xA5+fRkeXT1gbW2t4wwNQ0JCAiyMKmu8YXhlVEJCQoJukjIwRkZG6OreFZev3EB3C/Vn+FxKu4Z6tevC2dlZh9kRUUUyYMAAtdseOnRI4/hqF2wTJ07UODgREdG/+fv7w+OwB26lR6G5aZMi28dk3Md/0+5iqf+KUsjOMJibmyNDpfm9aJlCJszNzXWQkWHy8/dD/7P9cS/jAeoYF12AJWQl4lraTSz/eDkkkmLfxk9k0DglsvRZWlrqNH7F2rCFiIj0zt3dHR3bd8TmGzsw12gaasjt39r2ueIl1sVtRQuX5ujdu3cpZqlfLVu2xPL05XiieAoH2du/P29KVCbhXvrfmNjiQx1nZzh69eqF+nXrY8vjnZhnOx2VjSq9tW2mSoGNcdtQuXJljBo1qvSSJCplLNhKny6mQb6JHy8REVGpEgQBh385jJp1HbHwxUr8lnQWqcq0PG3SxXScSTqPBS9WwMLeCidO/lahNoUeMGAAbKrY4Gxy0ZvF5ghJuQSp1AgjR47UYWaGRSqV4tfjv+K1aQYWvViFv9Lv5NlwN8eDzEdY8nIt7mb9jV9+/QVVqlTRQ7ZERMVTcd79iIjIYFStWhUXL1+E30d++HHfPuxPPIpmxo1gbV4FH2EqZj5diPjUBPTr2w9bvt0CW1tbfadcqoyNjTFh0gSsXv4N3st0Qy154dP9nime41TaGQzxHQobG5tSytIwNGzYEFdCr6Bfn75Y9NcqOJnWxLvGrVHF3Ao9MABLX65D5Ks/UMO+BoIOBePdd9/Vd8pEOsUrbPp34MAB7Nu3Dw8fPsy31Up4eLjG8XiFjYiI9MLKygp79u7Bw38eYs78z2HlZovUetnL9vtN88fff/+Ng4cOVrhiLcfcuXPh0rI5Vrxah+j0O29t9yDzHyyLW4PqjtWxcuXKUszQcNSvXx+3/riN06dPo6Vna5zMCsau+AMAAPvWNXHgwAHcf3CfxRpVCOL/VoksyYMFW/GtW7cOo0ePRvXq1XHz5k20bdsWNjY2uHfvHnr06FGsmLzCRkREemVvb4958+YB87L3WTtx4gTmzp0LmUym79T0yszMDCdPn0Tf3n3x5eUVaGzWEO6m76G2kTMqwxY3037H2bhg/J52Gy5NXXDi5IkKd3XtTRKJBN26dUO3bt0AAJmZmfjtt9/w6/FfK/x/S0RUejZt2oSAgAAMHToUO3bswKeffoo6dergiy++QFxcXLFi8gobERGRgbK2tsa54HP4+eefYdu6Oja9+g5fxH4NANj86nvIGhlj27ZtCL0eipo1a+o5W8Oi6ZYIROWFKGrnQcXz8OFDtG/fHgBgamqK5OTsvSKHDx+OH3/8sVgxeYWNiIjIgMlkMgwaNAiDBg3C33//jYcPHyI+Ph5hYWFo3LixvtMjIgMjqgSIKOE9bCp+4FFcdnZ2iIuLg7OzM5ycnHD16lW0aNEC9+/fL3BRJHXwChsREVEZUatWLbi5uQEA6tWrp+dsiIjo37p27YqjR48CAEaPHo1p06ahW7duGDx4MPr371+smLzCRkRERERUTnCVSP0KCAiASqUCAPj5+cHGxgaXL19Gnz59MHHixGLFZMFGRERERFRO5Kz0WNIYVDwSiQQSyf9PYhwyZAiGDBlSspglTYqISBdUKhVOnjyJYcOGwbt79jK4Y8eOxW+//Zb7yRURERGRoblw4QI++OADuLm54fHjxwCAXbt24eLFi8WKx4KNiAzOgQMHULd2PfTo0QMXDl7G6zAlAODK0VD07NkTdWvXw4EDB/ScJRERkeHhKpH6dfDgQXTv3h2mpqa4efMmMjIyAACJiYn4+uuvixWTBRsRGZT169dj4MCBqPS0CqaZzccnxosx1GQsAOBj+VxMM5uPSk+rYODAgdiwYYOesyUiIjIsOfewlfRBxfPll19iy5Yt2Lp1a549IDt06IDw8PBixWTBRkQG4/jx45g8eTK6yHtgnMlU1JLWy7OXkiAIqCWth3EmU9FF3gOTJ0/GiRMn9JgxERER0f+Ljo5Gp06d8j1vaWmJhISEYsVkwUZlzoMHD/D555+j9/u9AQB9evfBwoUL8eTJEz1nRiW14IuFqC9rgr7GQwrd9FYQBPQ1HoJ60sZY8MXCUsyQiIjIsOUsOlLSBxWPnZ0dYmJi8j1/8eJF1KlTp1gxWbBRmfH8+XP079cfdWrXweplaxB3JRUA8PJSEpYsXgonRycMHTq02J9ekH6FhYXhRvh1dJZ2h0Qo+leTRJCgs9QL18OuISwsrBQyJCIiMny8h02/xo8fjylTpiA0NBSCIODJkyfYs2cPPvnkE3z44YfFisll/alMePz4Md7r0AmvHsdhgGw0Wkvbw8TEBAAwzMQPaao03Mi6gF8PHMLvNyMRciEYtra2+k2aNLJ//35YyaqgqbSl2sc0kbaElawK9u/fD1dXV90lR0RERKSGzz77DCqVCh4eHkhLS0OnTp1gbGyMTz75BB9//HGxYrJgI4OXlZWFnt7vI/FJEj6WLYC1JH8hZiqY4T1ZdzRQuWDL3a/Qr29/XLx0odBpdWRYnj9/jiqSqmpdXcthJBihiqQqnj9/Xux+79y5g0uXLiE1NRU1a9ZETEwMGjduXOx4RERE+sSNs/Xj/v37qF27NgRBwOeff46ZM2ciJiYGKSkpaNKkCSpVqlTs2JwSSQbv6NGjiLz9O4YbTS6wWHtTdYkDhkgn4fKVSzh37lwpZUjaIJPJIELz/dVUUOZZhUldx48fRzfPbmjQoAFGjx6NObPmAABcXV3h2dUTv/76q8YxiYiI9I33sOlH3bp1Ubt2bYwZMwa7d+/Gixcv0KRJE7Rt27ZExRrAgo3KgI3rN6KOrCGcjOqq1b6BpBkcZI7YuGGjjjMjbapTpw6eZj3GazFN7WNei2mIzXqi0U28oijik08+Qa9evXDn/AMMlk3Clybb8IXxZgCAj2wc7l18hD59+mDatGncpJuIiIiKdO7cOYwcORL37t3D+PHj4eTkhPr162PixIn46aef8OzZs2LH5pRIMmjx8fE4F3wOg+Tj1T5GEAS8I3TG0aM/IjMzE3K5XIcZkrYMHz4ccz+fi+uKS+gk76bWMdcVF6FEFkaMGKF2P/Pnz8eqVavQRzYcHaXe+V5vKX0XzaXv4jICsWbNGpiZmeGrr75SOz4REZE+iSIglvCzRi46orkuXbqgS5cuAID09HRcvnwZwcHBCA4Oxs6dO6FQKNCoUSP88ccfGsfmFTYyaC9fvgQA2EiqaXSctWALpUqJ+Ph4XaRFOuDg4IB+/fshRHkKaWJqke1TxRSEKE+hX/9+sLe3V6uPmJgYLF68GN2l/ymwWHtTe2k3eEsH4euvv0Z0dLRa8YmIiPSNG2frn4mJCbp27Yq5c+di4cKFmDx5MipVqoS//vqrWPFYsJFBk0qzLwKrNLy3SQklAPDqWhmzZMkSqMwVCMhYhRRV8lvbpaiSsTXjG6jMs7BkyRK142/ZsgXm0sroJH1frfbvSXugstQCW7ZsUbsPIqKSUCgUOHjwIPz8/DBhwgQAwO7du5GWpv50cSLSj8zMTJw/fx4LFy6Eu7s7rKysMGnSJMTHx2PDhg24f/9+seKyYCODZmdnB1MTU/yt/K9Gxz1Q3oG1lTUsLS11lBnpQr169XDy9EkkV4rHsow5OJ5+APGqV7mvJ4hxOJ5+AMsy5iC5UjxOnj6JevXqqRU7KysL32/9Hq54DzJBvUJeJsjhis7Y9t02KBSKYo2JiEgdSqUSS5cuhVNNZ/znP//Boa1HcfVgBADA388f9tXtMX36dKSmFj0DgSo2LjqiH127dkWVKlXw0Ucf4fnz55g4cSLu3r2L6OhobN26FcOHD4eTk1OxYrNgI4NmamoK3w98cQ3BUIpKtY7JFDNwAxcwdvxYSCT8T7yseeedd3Aj/AaGT/DFZelZLEiZikWvpwMAlqR8hsvSsxg+wRc3wm/gnXfeUTvuq1evkJCUgNqSRhrlU1vSEEkpSXjx4oVGxxERqSszMxMD+g/A53PmwvFlE/hLl8IfKzBCmAUA8JcuQ8u0Lti0bjM6vdcZcXFxes6YDJo2Ns3mPWwau3DhAmxsbNC1a1d4eHigW7duat+yURT+NUsGz8/PD/GKV7iSdVat9ucVvyE1KwUTJ07UcWakK87OztiwYQOexD7Brl278Om8mQCAgIAAPIl9gg0bNsDZ2VmjmJmZmQAAqYZrLRn9r33O8URE2vbhhx/ixPHf4CuZjr5G42An5P39ZiVUhZfRUIwVvsB/b91Bvz79oFSq9yEmEZWOhIQEBAQEwMzMDMuWLYODgwNcXFzg7++PAwcOlOiDXxZsZPBatmyJjz76CL8odiMs62KhbS8rzuA3xX7MmTMHdeuqtw0AGa7KlSvjgw8+wNSpUwEAgwcPRuXKlYsVy9raGgAQJ2r2CzP+f+1zjici0qaoqChs27YNPTEcDSWtC23rINTGIHEyLly6gOPHj5dShlTWqERtTIvU9yjKHnNzc3h7e2Pp0qUIDQ3Fy5cvsXz5cpiZmWH58uWoWbMmmjVrVqzYLNioTFi3bh1GjByOvRmbEZC5FLeybkD1vymSSjELEVlXsTnzKxzM3I7Jkydj8eLFes6YDI25uTm6d+uOMJzX6LgwnIdnV09YWFjoKDMiqsi2bNmCylJLtJZ0Uat9HUlTOEnrY+N67jVKBSvpdMjcaZFUIubm5rC2toa1tTWqVKkCqVSKqKioYsUqMwVbXFwcfH19YWFhASsrK4wdOxYpKSmFHtOlSxcIgpDnMWnSpDxtJk+eDFdXVxgbG6Nly5b5YqSnp2PUqFFwcXGBVCpFv3798rUJDg7O148gCIiNjS3JkOkNRkZG2LZtG3bv3g2LFqbYkbEaC15/BABY8Poj7MpYD/u2Njhw4ADWrl3Le9eoQH4f++Gh4q7ai9g8VN3F34o78PvYT8eZEVFF9cOOH9BS1QlSQab2Ma5iV5w+c7pEG/ESkXapVCpcu3YNy5cvR48ePWBlZYX27dtj06ZNsLOzw8aNG3Hv3r1ixS4zG2f7+vri6dOnCAwMhEKhwOjRozFhwgTs3bu30OPGjx+PRYsW5X5tZmaWr82YMWMQGhqKyMjIfK8plUqYmppi8uTJOHjwYKF9RUdH5/kUvlo1zfYOo8IJggBfX1/4+voiPDwcoaGhAICVq1aiY8eOxb7MTBVHz5490cKlJX78ayMmqeaiisT2rW3jVS/xo2oDmjVxQa9evUoxSyKqKNLT05GQlIBqRo4aHVcd2e2fPn2K6tWr6yI1KsNEUYCIkq3yyH3YNGdlZYXU1FTY2dnB3d0dq1evRpcuXbRyi06ZKNiioqJw8uRJXL9+HW3atAEArF+/Hj179sTKlSvh4ODw1mPNzMxgZ2f31tfXrVsHAHjx4kWBBZu5uTk2b94MALh06RISEhLeGqtatWqwsrJSY0RARkYGMjIycr9OSkoCkL3/SmksH57Thy770mUfLi4uaNSoEQIDAzFixAjIZDKd9KPr71NZ/zmURnxt93H02C/o5umFbbHL4CH0h4vRO5AJcggm2a8rjTMRmXUDZ3EYNtWscOzErxBFscR9l7Xvkz7il0YfHINh9MExZMvKyoKpqSlkRkYoaGKIxCTv/89hpBJgqjQt8e8m/hyK358hU4nQcPfagmOQZlasWAF3d3c0aNBA67EFUTT8Warbtm3DjBkzEB8fn/tcVlYWTExMsH//fvTv37/A47p06YI//vgDoijCzs4OvXv3xrx58wq8yrZgwQIcOXIEERERb81j1KhRSEhIwJEjR/I8HxwcDHd3dzg7OyMjIwPNmjXDggUL0KFDh7fGWrBgARYuXJjv+b179xaYHxERERHpV1paGoYNG4bExESDu7c5KSkJlpaWWGy6FSZCyf6WTBfTMO/1eIMcZ0VUJq6wxcbG5pteKJVKYW1tXeh9YsOGDYOzszMcHBwQGRmJWbNmITo6GocOHdJqfvb29tiyZQvatGmDjIwMfPfdd+jSpQtCQ0PRunXBKz7Nnj0b06dPz/06KSkJjo6O8PLyKpUTQ6FQIDAwEN26dYNMpv68eUPqg2MwjD7K8hju3buH7du349KFy8jMzMScubNx9epVjBw5UuurjJbl71NpxS+NPjgGw+iDY/h/s2fPxg8Bu+GP5ZAJ8jyvSUyARgGm+GvCa6jS///57eJiNOpcFwcPFX6rRlH4c9BczowoQyaKJd9GzfAv51Qsei3YPvvsMyxbtqzQNsVdTQUAJkyYkPtvFxcX2Nvbw8PDA3fv3tXqH2MNGzZEw4YNc79u37497t69i9WrV2PXrl0FHmNsbAxjY+N8z8tkslL5hVOa/em6D47BMPooi2No2LAhli5dCiD7Tf/EiRNYtGiR1seRnJyMJ0+eAMieDq3rq+j8Wes/fmn0wTEYRh8ljT9hwgSsWrUK1yVBeNeoe4FtVOmA6nX2v2NUkbij/BOrJy3X2rj4c9CsH0OnEgWoSngPm4r3sBkUvS6lN2PGDERFRRX6qFOnDuzs7PD8+fM8x2ZlZSEuLq7Q+9P+rV27dgCAmJgYrY6jIG3bti2VfojIMImiiODgYAwcOBDWVazRqlUrAICToxMG9B+As2fPogzMSCciHWvQoAEmTpyI38Rd+FN1vdC2j1R3sQ/r4d7ZHd7e3qWUIRHpm16vsNna2sLW9u2rtOVwc3NDQkICwsLC4OrqCgA4d+4cVCpVbhGmjpz70+zt7YuVryYiIiJKpR8iMjypqakYMngIjh0/BltpTXRWDoMDagMA3lMNwaVjp3D4iCe6d+uO/Qf3F3szcCIqH9avX49XL1/hx4Or0VLshHeFbqgh+f+ZQK/EWFxRBuIGzqKla0scOnIIRkZGesyYDBmnRJY/ZWKzqsaNG8Pb2xvjx4/HtWvXcOnSJfj7+2PIkCG5K0Q+fvwYjRo1wrVr1wAAd+/exeLFixEWFoa///4bR48exYgRI9CpUyc0b948N3ZMTAwiIiIQGxuL169fIyIiAhEREcjMzMxt8+effyIiIgJxcXFITEzMbZNjzZo1+OWXXxATE4Pbt29j6tSpOHfuHPz8uHcTUUWTkZGB93u8j8CTZ9Ef0zEmawXeEXrCSWgMAGgteGJ01nL4YCZCzl1Ady9vpKenFxGViMozmUyGn/f9jJWrVuKl/X1sVs7FWkzHDnwFANiUNQdRFlcx/dNpCA4JUntFaqqYDH3jbO6trLkysegIAOzZswf+/v7w8PCARCKBj49P7pL8QPb9J9HR0UhLSwMAyOVynDlzBmvWrEFqaiocHR3h4+ODuXPn5ok7btw4hISE5H6dM23p/v37qFWrFoDsvZsePHiQr03OdKbMzEzMmDEDjx8/hpmZGZo3b44zZ87A3d1d+98IIjJoX3/9NS5duozBqs/hKDQqsI0gCKgPVwxUzsZP1xZj4cKFWLJkSSlnSkSGRCKRYPr06ZgyZQqOHz+OoKCg3L9pvv32WwwcOBAmJiZFRCEyfNxbWXNlpmCztrYu9AdZq1atPPeDODo65inE3iY4OLjINn///Xehr3/66af49NNPi4xDROVbZmYmNm3YjOaqrm8t1t5UQ6iPlqpu2LL5W3zxxRcwNTUthSyJyJAZGRmhT58+6NOnT+5iSEOGDCkTi12QYTDkRUfK497KpaFMTIkkIioLDh06hJdxL9AaXmof0wqeSEiMx/79+3WYGRERVRSilh5A9jYGbz4yMjJKlNuVK1dgZWWVW6wBgKenJyQSCUJDQws9ds+ePahatSqaNWuG2bNn516B1oWWLVvC3t4e3bp1w6VLl3TWj7pYsBERacnVq1dRTVYTVYUaah9jLdjDTuaMK1eu6DAzIiIizTk6OsLS0jL3UdLp+yXZW3n37t0ICgrC7NmzsWvXLnzwwQclyqUgOXsrHzx4EAcPHoSjoyO6dOmC8PBwrfeliTIzJZKIyNAlJydDLmq+x5pcZVbkDddERETqUImASgsxAOCff/7Jcy9XQXsIAxV7b+XSwIKNiEhLLCwskC5oXnhlSFLzvCESEREVlwgBYgnvYcs53sLCQq33pxkzZmDUqFGFttHV3sraLNgK0rZtW1y8eFGnfRSFBRsRkZa89957WLNmDZ7hAaoLzmod81J8hGeKh+jYsaOOsyMiItIN7q2sWyzYiIi0pE+fPrCrZo/w56fQAxOKPgBAOAJR1doWPj4+Os6OiIgqAlELUyJ1tQ/bm3srb9myBQqFosC9lT08PPDDDz+gbdu2uHv3Lvbu3YuePXvCxsYGkZGRmDZtWoF7K6ekpOTZWxkAmjRpArlcDiB7b+XMzEzExcUhOTk5t03Ovm1r1qxB7dq10bRpU6Snp+O7777DuXPncPr0ad18Q9TEgo2ISEukUikmT/0Ycz+fh4ZiO9QRWhTa/m/xFn6XnMW8yXNz30yIiIhK4s1VHksSQ1e4t7LmWLAREWnRzJkzcfHCRRw6tQpeqjFohvcgEYzytFGJSvyJSzgl+Q5du7pjzpw5esqWiIiodHFvZc1xWX8iPbh9+zb8/PzQwS37vqWO7d/DlClT8Ndff+k5MyopqVSKQ4cPYfCQgTiBLfhWOhkXxQO4I4YBAK6KvyBAOhXHsAn9ffrh6K9HuSEuERFpjUrUzoMMBws2olL06NEjuHfpChcXF/wQ8CMUf1oDADL+sML3m3aicePG8OrWvdC9SMjwGRsbY/ee3QgPD8fAUf0RZnIcv2IDACDc+BT6D++FGzdu4Od9P8PExETP2RIRUXmizY2zyTBwSiRRKbl//z46uHVE2isFumEKame9A7ks+xR8D6PRLusD3EUorgb/iLZt2uHSlYtwdHTUc9ZUEq1atcLWrVuxefNmvHz5EqGhoXj85BFMTU31nRoRERGVEbzCRlQKMjMz0aN7T6S/UqFv1iLUgxuM/vV5iRFkaICO6Je1EEnP0vF+j15QKpV6ypi0SSqVwsbGJvffREREusIpkeUPCzaiUnDkyBFE3/kLnllTYY4qhbathKromvUxbv0RiRMnTpRShkRERFQecEpk+cOCjagUbFi/ETWMmqAqaqnV3g71YWdUDxs3bNRtYkRERERk0FiwEelYfHw8Llw8jwbKThodV1/ZCacDT+P169c6yoyIiIjKG5WWHmQ4WLAR6VhcXByA7KmOmqiMqhBFEfHx8bpIi4iIiMohToksf1iwEemYsbExAEAJhUbHKZGV53giIiIiqnhYsBHpWLVq1VC5kgWeQrNNsZ8gCjZVqsLKyko3iREREVG5wymR5Q8LNiIdk8vlGDN2NKKNgtW+yqZAOu4YnceESeNhZGSk2wSJiIiIyGCxYCMqBR9++CHSlImIwDG12t/EL8hQpWHChAk6zoyIiIjKExGAKJbwoe9BUB4s2IhKQcOGDTF37lxcw8+IxAmIb/lVKELETRxFGA7jyy+/RK1atUo3USIiIirTOCWy/JHqOwGiimLRokXIyMjAihUrEGN0CY2VnmiAdgBMkIlUROMK/jQ6gxfKvzF37lzMnj1b3ykTERERkZ7xChtRKREEAcuXL8dvv/2G1t0aIEQIwC74AQB2wR8XhG1o590MgYGBWLx4MQRB0HPGREREVNZwWf/yh1fYiEqZt7c3vL29ce/ePYSGhgIAtm3bBjc3Nzg7O+s5OyIiIirLRJR8SiMLNsPCgo1IT+rUqQNHR0ecOHECPj4+kMlk+k6JiIiIiAwMCzYiIiIionJCG4uGcNERw8KCjYiIiIionNDGPWicEmlYuOgIERERERGRgeIVNiIiIiKicoJTIssfFmxEREREROWE+L//lTQGGQ5OiSQiIiIiIjJQvMJGRERERFROcEpk+cOCjYiIiIionOAqkeUPp0QSEREREREZKF5hIyIiIiIqJzglsvxhwUZEREREVE6IECEKJVwlUuSkSEPCKZFEREREREQGilfYiIiIiIjKCU6JLH/KzBW2uLg4+Pr6wsLCAlZWVhg7dixSUlIKPaZLly4QBCHPY9KkSXnaTJ48Ga6urjA2NkbLli3zxQgODkbfvn1hb28Pc3NztGzZEnv27MnXbv/+/WjUqBFMTEzg4uKCEydOlGi8RERERESaUmnpQYajzBRsvr6++OOPPxAYGIhjx47h/PnzmDBhQpHHjR8/Hk+fPs19LF++PF+bMWPGYPDgwQUef/nyZTRv3hwHDx5EZGQkRo8ejREjRuDYsWN52gwdOhRjx47FzZs30a9fP/Tr1w+3b98u/oCJiIiIiKjCKxNTIqOionDy5Elcv34dbdq0AQCsX78ePXv2xMqVK+Hg4PDWY83MzGBnZ/fW19etWwcAePHiBSIjI/O9PmfOnDxfT5kyBadPn8ahQ4fQq1cvAMDatWvh7e2NmTNnAgAWL16MwMBAbNiwAVu2bNFssERERERExSZC5E5s5UqZKNiuXLkCKyur3GINADw9PSGRSBAaGor+/fu/9dg9e/Zg9+7dsLOzQ+/evTFv3jyYmZmVKJ/ExEQ0btw4T37Tp0/P06Z79+44cuTIW2NkZGQgIyMj9+ukpCQAgEKhgEKhKFF+6sjpQ5d96boPjsEw+igPYyiNPjgGw+iDYzCMPjgGw+iDYyh+f4aM97CVP4JYBtbt/Prrr7Fz505ER0fneb5atWpYuHAhPvzwwwKPCwgIgLOzMxwcHBAZGYlZs2ahbdu2OHToUL62CxYswJEjRxAREVFoLvv27cPw4cMRHh6Opk2bAgDkcjl27tyJoUOH5rbbtGkTFi5ciGfPnhUYZ8GCBVi4cGG+5/fu3VvigpKIiIiItC8tLQ3Dhg1DYmIiLCws9J1OHklJSbC0tMR/sBUyoWR/SyrENBzAeIMcZ0Wk1ytsn332GZYtW1Zom6ioqGLHf/MeNxcXF9jb28PDwwN3795F3bp1NY4XFBSE0aNHY+vWrbnFWnHNnj07z1W5pKQkODo6wsvLq1RODIVCgcDAQHTr1g0ymaxM9sExGEYf5WEMpdEHx2AYfXAMhtEHx2AYfXAMmsuZEWXIRC1MiSz5lErSJr0WbDNmzMCoUaMKbVOnTh3Y2dnh+fPneZ7PyspCXFxcofen/Vu7du0AADExMRoXbCEhIejduzdWr16NESNG5HnNzs4u35W0Z8+eFZqbsbExjI2N8z0vk8lK5RdOafan6z44BsPoozyMoTT64BgMow+OwTD64BgMow+OQbN+DB2nRJY/ei3YbG1tYWtrW2Q7Nzc3JCQkICwsDK6urgCAc+fOQaVS5RZh6siZ7mhvb69RnsHBwejVqxeWLVtW4MqUbm5uOHv2LKZOnZr7XGBgINzc3DTqh4iIiIiI6E1lYtGRxo0bw9vbG+PHj8eWLVugUCjg7++PIUOG5K4Q+fjxY3h4eOCHH35A27ZtcffuXezduxc9e/aEjY0NIiMjMW3aNHTq1AnNmzfPjR0TE4OUlBTExsbi9evXuUVdkyZNIJfLERQUhF69emHKlCnw8fFBbGwsgOz71qytrQFkrxzZuXNnrFq1Cu+//z5++ukn3LhxAwEBAaX7jSIiIiKiCk0Ush8lipH7f8gQlImCDche7dHf3x8eHh6QSCTw8fHJXZIfyJ7DHB0djbS0NADZBdWZM2ewZs0apKamwtHRET4+Ppg7d26euOPGjUNISEju161atQIA3L9/H7Vq1cLOnTuRlpaGJUuWYMmSJbntOnfujODgYABA+/btsXfvXsydOxdz5sxB/fr1ceTIETRr1kxX3w4iIiIionyyp0SWrNrilEjDUmYKNmtra+zdu/etr9eqVQtvLnjp6OiYpxB7m5yi62127NiBHTt2FBln4MCBGDhwYJHtiIiIiIiI1FVmCjYiIiIiIiocFx0pf1iwERERERGVE1zWv/yR6DsBIiIi0r+kpCRs2rQJgwYNQv/+/QEA69atw8uXL/WcGRGVJ3FxcfD19YWFhQWsrKwwduxYpKSkFHpMly5dIAhCnsekSZPytJk8eTJcXV1hbGyMli1b5osRHByMvn37wt7eHubm5mjZsiX27NmTr93+/fvRqFEjmJiYwMXFBSdOnCjReLWBBRsREVEF9vr1a0yZMgX2dg7w9/8Ypw/9jvCg7CJtwfxFqOFQAyNHjkJ8fLyeMyUidai09NAVX19f/PHHHwgMDMSxY8dw/vz5ArfN+rfx48fj6dOnuY/ly5fnazNmzBgMHjy4wOMvX76M5s2b4+DBg4iMjMTo0aMxYsQIHDt2LE+boUOHYuzYsbh58yb69euHfv364fbt28UfsBZwSiQREVEFlZKSAq9u3XH9Whiqi55oKHkPcqEK5EbZa4I3ExbgsfIift5zEKFXryHkfBCqV6+u56yJqDAqiFpYJVI3UyKjoqJw8uRJXL9+HW3atAEArF+/Hj179sTKlStzt+sqiJmZGezs7N76es7q8S9evEBkZGS+1+fMmZPn6ylTpuD06dM4dOgQevXqBQBYu3YtvL29MXPmTADA4sWLERgYiA0bNmDLli2aDVaLeIWNiIioghoyZChuXL+JhsI01DTqA7lQJc/rMqESHCTd0RAz8eDeU/Ts2QtZWVl6ypaISltSUlKeR0ZGRoniXblyBVZWVrnFGgB4enpCIpEgNDS00GP37NmDqlWrolmzZpg9e3buVl4lkZiYmLuvck5+np6eedp0794dV65cKXFfJcGCjYiIqAK6du0ajh8/BmdxOCoJtQttayrYoY44AeHhN/Drr7+WUoZEVBw5G2eX9AFkb5NlaWmZ+3hzT+LiiI2NRbVq1fI8J5VKYW1tjdjY2LceN2zYMOzevRtBQUGYPXs2du3ahQ8++KBEuezbtw/Xr1/H6NGj8+T371kE1atXLzS30sApkURERBXQpk2bYCa1hbXYSq32lYW6sJTWxYb1G3MXJSEiw6PNKZH//PMPLCwscp83NjYusP1nn32GZcuWFRozKiqq2Pm8eY+bi4sL7O3t4eHhgbt376Ju3boaxwsKCsLo0aOxdetWNG3atNh5lRYWbERERBWMSqXCTz/+DFuVFwSJ+pNtbFQdcS5oJ168eAFbW1sdZkhEhsDCwiJPwfY2M2bMwKhRowptU6dOHdjZ2eH58+d5ns/KykJcXFyh96f9W7t27QAAMTExGhdsISEh6N27N1avXo0RI0bkec3Ozg7Pnj3L89yzZ880yk0XWLARERFVMMnJycjITIeJRLM/QkyE7KlCz58/Z8FGZLBKvg8bNDze1tZWrd8Jbm5uSEhIQFhYGFxdXQEA586dg0qlyi3C1BEREQEAsLe31yjP4OBg9OrVC8uWLStwZUo3NzecPXsWU6dOzX0uMDAQbm5uGvWjbSzYiIiIKhhJ7lU1zRbvFv/X3sjISMsZEZG2aGNZfl0t69+4cWN4e3tj/Pjx2LJlCxQKBfz9/TFkyJDcFSIfP34MDw8P/PDDD2jbti3u3r2LvXv3omfPnrCxsUFkZCSmTZuGTp06oXnz5rmxY2JikJKSgtjYWLx+/Tq3qGvSpAnkcjmCgoLQq1cvTJkyBT4+Prn3pcnl8tyFR6ZMmYLOnTtj1apVeP/99/HTTz/hxo0bCAgI0NF3RD1cdISIiKiCqVSpEiwtqyBFfKDRcaniA0ilMo0/1SYiyrFnzx40atQIHh4e6NmzJzp27JinIFIoFIiOjs5dBVIul+PMmTPw8vJCo0aNMGPGDPj4+ORbAGncuHFo1aoVvv32W/z3v/9Fq1at0KpVKzx58gQAsHPnTqSlpWHJkiWwt7fPfQwYMCA3Rvv27bF3714EBASgRYsWOHDgAI4cOYJmzZqVwnfm7XiFjYioDEtKSsKuXbtw8eJFpKW9xpgxo7F582aMGDECVlZW+k6PDJQgCBg3bgw2rP0WjmIfSAR5kceIogqvJBfg4zMAlpaWpZAlERWHIe/DBgDW1tbYu3fvW1+vVasWRPH/+3d0dERISEiRcYODgwt9fceOHdixY0eRcQYOHIiBAwcW2a408QobEVEZlJaWhsmTJ8Ouuj0+/ngyju2/gStnHgEA5sz+HHZ29pg4cSKSk5P1nCkZqkmTJiEjKwXPxGC12r8SbyA1KxZ+fn66TYyISkTU0oMMB6+wERGVMUlJSfDw6IaI8N9hCXc4GLWHTLCCsTR745xaRnPwLP0Stn2/C1evhCIo+FyejUGJAKBevXqYPn06Vq9eA6nKAraSd9/aNkF1G39jFwYNGoSOHTuWYpZERMSCjYioDBFFET4+A/H7zduoKfkYJoJTvjZSoTKqGnVHJbEZ/oraiL59+yMkJOiNhSaIsi1fvhwJCQnYtm0bEoRw2IqdYSk0BpC9qEiKeA//qM4hTryBHj17YufOnRAEQb9JE1GhVIIIlWC4UyJJc3z3JiIqQy5evIgzZ06jGnwLLNbeZCLUQHVxBC5ePI8zZ86UUoZUlhgZGeG7777Dtm3bYN9QhWjVOkQInyBK8hUA4C/lWlR2eoVvVn+DI0cOw8TERM8ZE1FRcu5hK+mDDAevsBERlSEbNmyAqcwOlUT1VqwyExrCXFYTGzZshJeXl46zo7JIEASMHj0ao0aNwuXLlxESEoLU1FQAwOHDh9GtWzdenSUi0iMWbERvce/ePTx6lL2Iw8OHD1G3bl09Z0QVXUZGBg4dOowqqp4QjNSbliYIAiop3XD8+EEkJyejcuXKOs6SyipBENChQwd06NABCoUCJ06cQNeuXVmsEZUx2lg0hNfXDAt/CxO9ISMjA7t370bbtu1Qt25deHt7AwBcXFzQsWMn/Pzzz1AoFHrOkiqq+Ph4ZGUpYCxU1+g4uVANKpUKL1680FFmRERkKDglsvzhFTai/4mNjUUP7/cR8Xs4zKUNYSsdicqymgAAG6MhuBl6AUMuDUG7du/i2LFfUbVqVT1nTBVNzpUOESoNj8xub2RkpOWMiIiISNdYsBEBSEhIQJfO7rh/Lxb20mkwlmQv5iD732po5kYtIJU0R7r0Hm6G7YCnpxcuXjyPSpUq6TNtqmCsra1hZmqO9Ix/UBnN1T4uXXwEudwY1apV02F2RERkCAx942zSHKdEEgGYPXs27t39B1WFSbnFWkFMJHVgg4n443YUFi1aVIoZEgFSqRQjRg5HiiQUoqhU6xhRVCHZ6AqGDRsKU1NTHWdIRET6ptLSgwwHCzaq8BITE7Fzxw8wR0fI1bg3yFhSA2biuwgI+A6vX78uhQyJ/t9HH32EjKwEJKiuqNU+SbyOdMVLfPTRRzrOjIiIiHSBBRtVeHv27EF6RjoqSdzUPqayUXskJsZj//79OsyMKD8XFxeMHz8eL8SDSFJFFNo2RXUbz8Sf8cEHH+Cdd94pnQSJiEivRC39jwwHCzaq8MLDw2EqdYRUsFT7GJlgC1O5PW7evKnDzIgKtnHjRgwc9B88VW7HE9V2pKruQBT//831teo+nip34rHqO/Tu3QvfffedHrMlIqLSJGphhUgWbIaFBRtVeGlpaYAo0/g4AfLczWWJSpNMJsPevXuxcdNGVK+din+U63Efc/FIWAkA+Ee5GVWc4rFmzWocPHgAxsbGes6YiIiIiourRFKFZ2lpCVGSptExoihChRRYWVnpJimiIkgkEnz44YeYNGkSgoODceHChdwPEI4cOQJPT09ueExEVAGpBBGCwFUiyxO+m1OF5+XlhdeZT5Cheqz2MRnifaQrXsHT01OHmREVTRAEuLu744svvsCXX34JAHB3d2exRgYpKysLgYGB2L17NwDg1KlTyMjI0HNWROULV4ksf/iOThVe7969Ub26PZJVF9U+JkW8iNq167JgIyJSQ0JCAr766is4OdWCl5cX/Pz8AACDBg2Cvb0DZs+ejSdPnug5SyIiw8SCjSo8qVSKTz6ZjhRVKFJVkUW2T1FeR4ryJj799BNexSAiKsL9+/fRunUbzJ+/CC+f28NM7odKxvMAAGbyj5CS1AgrV6xDi+YtER4erudsicq+ki44oo2Nt0m7+NcmEYDp06dj0KCBeKnciURlEFRi/ik6KjEdCcrTeKn8EaNHj8bEiRP1kCkRUdnx4sULuLt74NGjRJgYTYaJzAdGkpqAYAQAkEiqwUTWG8bSaUhKMoGnZzfExMToOWuiso3L+pc/LNiIkL2Aw549e+Dn9xESVcfwRLUQr7IOIFl5FQAQl3UYT1QLkCSexqxZn+K7776DIAh6zpqIyLAtWrQIjx8/h1wYDYnE5q3tJEIlyCWjkJIswbRp00sxQyIiw8eCjeh/pFIp1q9fj3v37+HTWdNQufoDJOE4AMDK/inmzpuNhw8fYOnSpZwKSURUhJSUFGzbtgMS8R1IJNZFthcEM0jQEcePH8fDhw9LIUOi8olTIssf/tVJ9C/Ozs746quv8PjJP3j16iUA4I8/b2P+/PmoUaOGnrMjIiob9u3bh9ev0yCTtlX7GJlRS0gkcmzbtk2HmRGVbyzYyh8WbESF4LRHIqLiiY6OhlxmDYlQRe1jBMEYRkINREdH6zAzIqKyhRtnExERkdZl76+m+Z8ZKtGIe7MRlYAKIoQSXiHjFTbDwoKNiIiItK5q1apQKpMgClkQBPX+3BBFERJJEmxs3r5ACREVTgVooWAjQ1JmpkTGxcXB19cXFhYWsLKywtixY5GSklLoMV26dIEgCHkekyZNytNm8uTJcHV1hbGxMVq2bJkvRnBwMPr27Qt7e3uYm5ujZcuW2LNnT542O3bsyNePiYlJicdMRERUVvXt2xdZyjRkqf5U+xiV+A8yFbHo37+/DjMjIipbyswVNl9fXzx9+hSBgYFQKBQYPXo0JkyYgL179xZ63Pjx47Fo0aLcr83MzPK1GTNmDEJDQxEZmX/T5MuXL6N58+aYNWsWqlevjmPHjmHEiBGwtLREr169cttZWFjkmXPPe5+IiKgic3FxQfv2HXD92hVIxWYQhKI/I1YoL8PR0Rndu3cvhQyJyidRAFQl/DOUEyINS5ko2KKionDy5Elcv34dbdq0AQCsX78ePXv2xMqVK+Hg4PDWY83MzGBnZ/fW19etWwcge3PPggq2OXPm5Pl6ypQpOH36NA4dOpSnYBMEodB+iIiIKpp58+aiR48eEMRTkEu9C/0wMzPrChTK3zFvXgCMjIxKMUui8iX7/jPew1aelImC7cqVK7Cyssot1gDA09MTEokEoaGhhU6d2LNnD3bv3g07Ozv07t0b8+bNK/AqmyYSExPRuHHjPM+lpKTA2dkZKpUKrVu3xtdff42mTZu+NUZGRkaem6qTkpIAAAqFAgqFokT5qSOnD132pes+OAbD6KM8jKE0+uAYDKMPjqF0+/Dw8MCaNWswe/ZsSIzSITPqCImkOkxMsq+2mZhIIKrikam8DIlwHTOmzMDIkSO1Mjb+HPQfvzT6KI0xFNQfUWkSRFE0+BL666+/xs6dO/Mt81utWjUsXLgQH374YYHHBQQEwNnZGQ4ODoiMjMSsWbPQtm1bHDp0KF/bBQsW4MiRI4iIiCg0l3379mH48OEIDw/PLciuXLmCO3fuoHnz5khMTMTKlStx/vx5/PHHH6hZs2aBcRYsWICFCxfme37v3r0lLiiJiIiISPvS0tIwbNgwJCYmwsLCQt/p5JGUlARLS0s4yZZAIpRsLQWVmI6HitkGOc6KSK9X2D777DMsW7as0DZRUVHFjj9hwoTcf7u4uMDe3h4eHh64e/cu6tatq3G8oKAgjB49Glu3bs1z9czNzQ1ubm65X7dv3x6NGzfGt99+i8WLFxcYa/bs2Zg+fXru10lJSXB0dISXl1epnBgKhQKBgYHo1q0bZDJZmeyDYzCMPsrDGEqjD47BMPrgGPTXh0KhwPHjx/HDD7vw7NlzfP75bAQEbMV//uMDHx8fmJqaaqWfN/vjz0G/8Uujj9IYw5tyZkQZMiVEiJwSWa7otWCbMWMGRo0aVWibOnXqwM7ODs+fP8/zfFZWFuLi4jS6b6xdu3YAgJiYGI0LtpCQEPTu3RurV6/GiBEjCm0rk8nQqlUrxMTEvLWNsbExjI2NCzy2NH7hlGZ/uu6DYzCMPsrDGEqjD47BMPrgGEq/D5lMhoEDB2LgwIFQKBQ4ceIEjhw5XKbGoI/4pdEHx6BZP0SlTa8Fm62tLWxtbYts5+bmhoSEBISFhcHV1RUAcO7cOahUqtwiTB050x3t7e01yjM4OBi9evXCsmXL8ly1exulUolbt26hZ8+eGvVDRERERFQSXHSk/CkTi440btwY3t7eGD9+PLZs2QKFQgF/f38MGTIkd4XIx48fw8PDAz/88APatm2Lu3fvYu/evejZsydsbGwQGRmJadOmoVOnTmjevHlu7JiYGKSkpCA2NhavX7/OLeqaNGkCuVyOoKAg9OrVC1OmTIGPjw9iY2MBAHK5HNbW1gCARYsW4d1330W9evWQkJCAFStW4MGDBxg3blzpfqOIiIiIqEJjwVb+lImCDche7dHf3x8eHh6QSCTw8fHJXZIfyJ7DHB0djbS0NADZBdWZM2ewZs0apKamwtHRET4+Ppg7d26euOPGjUNISEju161atQIA3L9/H7Vq1cLOnTuRlpaGJUuWYMmSJbntOnfujODgYABAfHw8xo8fj9jYWFSpUgWurq64fPkymjRpoqtvBxERERERVQBlpmCztrYudJPsWrVq4c0FLx0dHfMUYm+TU3S9zY4dO7Bjx45C26xevRqrV68usi8iIiIiIl1SCiqIgqpEMVQo2fGkXWWmYCMiIiIiosJxlcjyR6LvBIiIiIiIiKhgvMJGRERERFROqLRwha2kx5N2sWAjIiIiIionlIIIQWDBVp6wYDMQOQumJCUllUp/CoUCaWlpSEpK0tkmkLrug2MwjD7KwxhKow+OwTD64BgMow+OwTD64Bg0l/N32psL3RkaERklXdU/OwYZDBZsBiI5ORlA9uqWRERERGS4kpOTYWlpqe808pDL5bCzs0Ns7FKtxLOzs4NcLtdKLCoZQTTkjwgqEJVKhSdPnqBy5coQBEHn/SUlJcHR0RH//PMPLCwsymQfHINh9FEexlAafXAMhtEHx2AYfXAMhtEHx6A5URSRnJwMBwcHSCSGt3Zfeno6MjMztRJLLpfDxMREK7GoZHiFzUBIJBLUrFmz1Pu1sLDQ+S84XffBMRhGH+VhDKXRB8dgGH1wDIbRB8dgGH1wDJoxtCtrbzIxMWGRVQ4Z3kcDREREREREBIAFGxERERERkcFiwVZBGRsbY/78+TA2Ni6zfXAMhtFHeRhDafTBMRhGHxyDYfTBMRhGHxwDUdnARUeIiIiIiIgMFK+wERERERERGSgWbERERERERAaKBRsREREREZGBYsFGRERERERkoFiwVVAbN25ErVq1YGJignbt2uHatWtai33+/Hn07t0bDg4OEAQBR44c0VpsAFiyZAneeecdVK5cGdWqVUO/fv0QHR2t1T42b96M5s2b527E6ebmht9++02rfbxp6dKlEAQBU6dO1VrMBQsWQBCEPI9GjRppLT4APH78GB988AFsbGxgamoKFxcX3LhxQ2vxa9WqlW8MgiDAz89PK/GVSiXmzZuH2rVrw9TUFHXr1sXixYuhzbWYkpOTMXXqVDg7O8PU1BTt27fH9evXix2vqPNLFEV88cUXsLe3h6mpKTw9PXHnzh2t9nHo0CF4eXnBxsYGgiAgIiJCa/EVCgVmzZoFFxcXmJubw8HBASNGjMCTJ0+0OoYFCxagUaNGMDc3R5UqVeDp6YnQ0FCtxX/TpEmTIAgC1qxZo9UxjBo1Kt+54e3trdUxREVFoU+fPrC0tIS5uTneeecdPHz4UGt9FHR+C4KAFStWaCV+SkoK/P39UbNmTZiamqJJkybYsmWL2vmr08ezZ88watQoODg4wMzMDN7e3hqdc+q8p6Wnp8PPzw82NjaoVKkSfHx88OzZM63FDwgIQJcuXWBhYQFBEJCQkKB2/ur0ERcXh48//hgNGzaEqakpnJycMHnyZCQmJmptDBMnTkTdunVhamoKW1tb9O3bF3/99ZdG4yAyVCzYKqCff/4Z06dPx/z58xEeHo4WLVqge/fueP78uVbip6amokWLFti4caNW4v1bSEgI/Pz8cPXqVQQGBkKhUMDLywupqala66NmzZpYunQpwsLCcOPGDXTt2hV9+/bFH3/8obU+cly/fh3ffvstmjdvrvXYTZs2xdOnT3MfFy9e1Frs+Ph4dOjQATKZDL/99hv+/PNPrFq1ClWqVNFaH9evX8+Tf2BgIABg4MCBWom/bNkybN68GRs2bEBUVBSWLVuG5cuXY/369VqJDwDjxo1DYGAgdu3ahVu3bsHLywuenp54/PhxseIVdX4tX74c69atw5YtWxAaGgpzc3N0794d6enpWusjNTUVHTt2xLJly7Q+hrS0NISHh2PevHkIDw/HoUOHEB0djT59+mitDwBo0KABNmzYgFu3buHixYuoVasWvLy88OLFC63Ez3H48GFcvXoVDg4OGuWvbh/e3t55zpEff/xRa/Hv3r2Ljh07olGjRggODkZkZCTmzZsHExMTrfXxZu5Pnz7Ftm3bIAgCfHx8tBJ/+vTpOHnyJHbv3o2oqChMnToV/v7+OHr0qFbGIIoi+vXrh3v37uGXX37BzZs34ezsDE9PT7Xfk9R5T5s2bRp+/fVX7N+/HyEhIXjy5AkGDBigtfhpaWnw9vbGnDlz1IqpaR9PnjzBkydPsHLlSty+fRs7duzAyZMnMXbsWK2NwdXVFdu3b0dUVBROnToFURTh5eUFpVJZrDERGRSRKpy2bduKfn5+uV8rlUrRwcFBXLJkidb7AiAePnxY63Hf9Pz5cxGAGBISotN+qlSpIn733XdajZmcnCzWr19fDAwMFDt37ixOmTJFa7Hnz58vtmjRQmvx/m3WrFlix44ddRa/IFOmTBHr1q0rqlQqrcR7//33xTFjxuR5bsCAAaKvr69W4qelpYlGRkbisWPH8jzfunVr8fPPPy9x/H+fXyqVSrSzsxNXrFiR+1xCQoJobGws/vjjj1rp4033798XAYg3b94sVuyi4ue4du2aCEB88OCBzvpITEwUAYhnzpzRWvxHjx6JNWrUEG/fvi06OzuLq1ev1jh2YX2MHDlS7Nu3b7FjFhV/8ODB4gcffKCV+G/r49/69u0rdu3aVWvxmzZtKi5atCjPcyU5//7dR3R0tAhAvH37du5zSqVStLW1Fbdu3VqsPv79npaQkCDKZDJx//79uW2ioqJEAOKVK1dKHP9NQUFBIgAxPj6+WLmr00eOffv2iXK5XFQoFDqJ//vvv4sAxJiYGI3jExkaXmGrYDIzMxEWFgZPT8/c5yQSCTw9PXHlyhU9ZlZ8OVMqrK2tdRJfqVTip59+QmpqKtzc3LQa28/PD++//36en4c23blzBw4ODqhTpw58fX01mspUlKNHj6JNmzYYOHAgqlWrhlatWmHr1q1ai/9vmZmZ2L17N8aMGQNBELQSs3379jh79iz++9//AgB+//13XLx4ET169NBK/KysLCiVynxXJExNTbV6tTPH/fv3ERsbm+e/J0tLS7Rr167Mnt9A9jkuCAKsrKx0Ej8zMxMBAQGwtLREixYttBJTpVJh+PDhmDlzJpo2baqVmAUJDg5GtWrV0LBhQ3z44Yd49eqVVuKqVCocP34cDRo0QPfu3VGtWjW0a9dO61Pc3/Ts2TMcP35c7asu6mjfvj2OHj2Kx48fQxRFBAUF4b///S+8vLy0Ej8jIwMA8pzjEokExsbGxT7H//2eFhYWBoVCkee8btSoEZycnIp1Xuv6PVPdPhITE2FhYQGpVKr1+Kmpqdi+fTtq164NR0dHjeMTGRoWbBXMy5cvoVQqUb169TzPV69eHbGxsXrKqvhUKhWmTp2KDh06oFmzZlqNfevWLVSqVAnGxsaYNGkSDh8+jCZNmmgt/k8//YTw8HAsWbJEazHf1K5du9xpJ5s3b8b9+/fx3nvvITk5WSvx7927h82bN6N+/fo4deoUPvzwQ0yePBk7d+7USvx/O3LkCBISEjBq1Citxfzss88wZMgQNGrUCDKZDK1atcLUqVPh6+urlfiVK1eGm5sbFi9ejCdPnkCpVGL37t24cuUKnj59qpU+3pRzDpeX8xvIvndn1qxZGDp0KCwsLLQa+9ixY6hUqRJMTEywevVqBAYGomrVqlqJvWzZMkilUkyePFkr8Qri7e2NH374AWfPnsWyZcsQEhKCHj16aGUK2PPnz5GSkoKlS5fC29sbp0+fRv/+/TFgwACEhIRoIfv8du7cicqVK6s91U8d69evR5MmTVCzZk3I5XJ4e3tj48aN6NSpk1bi5xROs2fPRnx8PDIzM7Fs2TI8evSoWOd4Qe9psbGxkMvl+T6wKM55rcv3TE36ePnyJRYvXowJEyZoNf6mTZtQqVIlVKpUCb/99hsCAwMhl8uLNQ4iQ6L5xxpEBsTPzw+3b9/WydWKhg0bIiIiAomJiThw4ABGjhyJkJAQrRRt//zzD6ZMmYLAwECN7gfRxJtXiZo3b4527drB2dkZ+/bt08on2CqVCm3atMHXX38NAGjVqhVu376NLVu2YOTIkSWO/2/ff/89evToUax7gd5m37592LNnD/bu3YumTZsiIiICU6dOhYODg9bGsGvXLowZMwY1atSAkZERWrdujaFDhyIsLEwr8cszhUKBQYMGQRRFbN68Wevx3d3dERERgZcvX2Lr1q0YNGgQQkNDUa1atRLFDQsLw9q1axEeHq61q8EFGTJkSO6/XVxc0Lx5c9StWxfBwcHw8PAoUWyVSgUA6Nu3L6ZNmwYAaNmyJS5fvowtW7agc+fOJYpfkG3btsHX11ervxPXr1+Pq1ev4ujRo3B2dsb58+fh5+cHBwcHrcxskMlkOHToEMaOHQtra2sYGRnB09MTPXr0KNbiRbp8TyuN+Or0kZSUhPfffx9NmjTBggULtBrf19cX3bp1w9OnT7Fy5UoMGjQIly5d0tn7LFFp4RW2CqZq1aowMjLKt7rUs2fPYGdnp6esisff3x/Hjh1DUFAQatasqfX4crkc9erVg6urK5YsWYIWLVpg7dq1WokdFhaG58+fo3Xr1pBKpZBKpQgJCcG6desglUp1cpO0lZUVGjRogJiYGK3Es7e3z1e8Nm7cWKvTLnM8ePAAZ86cwbhx47Qad+bMmblX2VxcXDB8+HBMmzZNq1c969ati5CQEKSkpOCff/7BtWvXoFAoUKdOHa31kSPnHC4P53dOsfbgwQMEBgZq/eoaAJibm6NevXp499138f3330MqleL7778vcdwLFy7g+fPncHJyyj2/Hzx4gBkzZqBWrVolT/wt6tSpg6pVq2rlHK9atSqkUmmpneMXLlxAdHS0Vs/x169fY86cOfjmm2/Qu3dvNG/eHP7+/hg8eDBWrlyptX5cXV0RERGBhIQEPH36FCdPnsSrV680Psff9p5mZ2eHzMzMfCs3anpe6/o9U50+kpOT4e3tjcqVK+Pw4cOQyWRajW9paYn69eujU6dOOHDgAP766y8cPny42OMhMhQs2CoYuVwOV1dXnD17Nvc5lUqFs2fPav3+LF0RRRH+/v44fPgwzp07h9q1a5dKvyqVKvd+hZLy8PDArVu3EBERkfto06YNfH19ERERASMjI63086aUlBTcvXsX9vb2WonXoUOHfMsq//e//4Wzs7NW4r9p+/btqFatGt5//32txk1LS4NEkvfXoJGRUe7VBW0yNzeHvb094uPjcerUKfTt21frfdSuXRt2dnZ5zu+kpCSEhoaWmfMb+P9i7c6dOzhz5gxsbGxKpV9tnePDhw9HZGRknvPbwcEBM2fOxKlTp7SQacEePXqEV69eaeUcl8vleOedd0rtHP/+++/h6uqqtXsIgez/jhQKRamd45aWlrC1tcWdO3dw48YNtc/xot7TXF1dIZPJ8pzX0dHRePjwoVrndWm8Z6rTR1JSEry8vCCXy3H06FGNrnoVZwyiKEIURa29bxPpE6dEVkDTp0/HyJEj0aZNG7Rt2xZr1qxBamoqRo8erZX4KSkpeT7hvX//PiIiImBtbQ0nJ6cSx/fz88PevXvxyy+/oHLlyrlz+C0tLWFqalri+AAwe/Zs9OjRA05OTkhOTsbevXsRHBystT+2KleunG/uvbm5OWxsbLR2X8Enn3yC3r17w9nZGU+ePMH8+fNhZGSEoUOHaiX+tGnT0L59e3z99dcYNGgQrl27hoCAAAQEBGglfg6VSoXt27dj5MiRxbo5vTC9e/fGV199BScnJzRt2hQ3b97EN998gzFjxmitj5zlpRs2bIiYmBjMnDkTjRo1Kvb5VtT5NXXqVHz55ZeoX78+ateujXnz5sHBwQH9+vXTWh9xcXF4+PBh7t5oOX/U29nZqfWJf2Hx7e3t8Z///Afh4eE4duwYlEpl7jlubW2t9v0ohfVhY2ODr776Cn369IG9vT1evnyJjRs34vHjx2pvGVHU9+jfRaZMJoOdnR0aNmyoVvyi+rC2tsbChQvh4+MDOzs73L17F59++inq1auH7t27a2UMM2fOxODBg9GpUye4u7vj5MmT+PXXXxEcHKyVMeS8HyQlJWH//v1YtWqV2nHVjd+5c2fMnDkTpqamcHZ2RkhICH744Qd88803Wutj//79sLW1hZOTE27duoUpU6agX79+ai9sUtR7mqWlJcaOHYvp06fD2toaFhYW+Pjjj+Hm5oZ33323xPGB7PvkYmNjc8d569YtVK5cGU5OTmotTlJUHznFWlpaGnbv3o2kpCQkJSUBAGxtbYv8kLKo+Pfu3cPPP/8MLy8v2Nra4tGjR1i6dClMTU3Rs2fPIvMnMnh6Wp2S9Gz9+vWik5OTKJfLxbZt24pXr17VWuycZYH//Rg5cqRW4hcUG4C4fft2rcQXRVEcM2aM6OzsLMrlctHW1lb08PAQT58+rbX4BdH2sv6DBw8W7e3tRblcLtaoUUMcPHiw1pc3/vXXX8VmzZqJxsbGYqNGjcSAgACtxhdFUTx16pQIQIyOjtZ67KSkJHHKlCmik5OTaGJiItapU0f8/PPPxYyMDK318fPPP4t16tQR5XK5aGdnJ/r5+YkJCQnFjlfU+aVSqcR58+aJ1atXF42NjUUPDw+Nv3dF9bF9+/YCX58/f36J4+dsFVDQIygoSCtjeP36tdi/f3/RwcFBlMvlor29vdinTx/x2rVrWvse/VtxlvUvrI+0tDTRy8tLtLW1FWUymejs7CyOHz9ejI2N1eoYvv/+e7FevXqiiYmJ2KJFC/HIkSNaG0OOb7/9VjQ1NS3WeVFU/KdPn4qjRo0SHRwcRBMTE7Fhw4biqlWrNNoapKg+1q5dK9asWVOUyWSik5OTOHfuXI1+h6jznvb69Wvxo48+EqtUqSKamZmJ/fv3F58+faq1+PPnzy/R+2pRfbztewhAvH//fonjP378WOzRo4dYrVo1USaTiTVr1hSHDRsm/vXXX2rlT2ToBFEsxl2xREREREREpHO8h42IiIiIiMhAsWAjIiIiIiIyUCzYiIiIiIiIDBQLNiIiIiIiIgPFgo2IiIiIiMhAsWAjIiIiIiIyUCzYiIiIiIiIDBQLNiIiIiIiIgPFgo2IiIiIiMhAsWAjIqI8Ro0ahX79+uV7Pjg4GIIgICEhodRzIiIiqqhYsBERkcFQKBT6ToGIiMigsGAjIqJiOXjwIJo2bQpjY2PUqlULq1atyvO6IAg4cuRInuesrKywY8cOAMDff/8NQRDw888/o3PnzjAxMcGePXvw4MED9O7dG1WqVIG5uTmaNm2KEydOlNKoiIiIDItU3wkQEVHZExYWhkGDBmHBggUYPHgwLl++jI8++gg2NjYYNWqURrE+++wzrFq1Cq1atYKJiQnGjx+PzMxMnD9/Hubm5vjzzz9RqVIl3QyEiIjIwLFgIyKifI4dO5avSFIqlbn//uabb+Dh4YF58+YBABo0aIA///wTK1as0Lhgmzp1KgYMGJD79cOHD+Hj4wMXFxcAQJ06dYo5CiIiorKPUyKJiCgfd3d3RERE5Hl89913ua9HRUWhQ4cOeY7p0KED7ty5k6ewU0ebNm3yfD158mR8+eWX6NChA+bPn4/IyMjiD4SIiKiMY8FGRET5mJubo169enkeNWrU0CiGIAgQRTHPcwUtKmJubp7n63HjxuHevXsYPnw4bt26hTZt2mD9+vWaD4KIiKgcYMFGREQaa9y4MS5dupTnuUuXLqFBgwYwMjICANja2uLp06e5r9+5cwdpaWlqxXd0dMSkSZNw6NAhzJgxA1u3btVe8kRERGUI72EjIiKNzZgxA++88w4WL16MwYMH48qVK9iwYQM2bdqU26Zr167YsGED3NzcoFQqMWvWLMhksiJjT506FT169ECDBg0QHx+PoKAgNG7cWJfDISIiMli8wkZERBpr3bo19u3bh59++gnNmjXDF198gUWLFuVZcGTVqlVwdHTEe++9h2HDhuGTTz6BmZlZkbGVSiX8/PzQuHFjeHt7o0GDBnkKQSIioopEEP99gwEREREREREZBF5hIyIiIiIiMlAs2IiIiIiIiAwUCzYiIiIiIiIDxYKNiIiIiIjIQLFgIyIiIiIiMlAs2IiIiIiIiAwUCzYiIiIiIiIDxYKNiIiIiIjIQLFgIyIiIiIiMlAs2IiIiIiIiAwUCzYiIiIiIiID9X/6QD3Q6vNGQgAAAABJRU5ErkJggg=="},"metadata":{}}]}]}