599 lines
540 KiB
Plaintext
599 lines
540 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"c:\\Users\\naeve\\anaconda3\\envs\\use_tenpy\\Lib\\site-packages\\tenpy\\tools\\params.py:232: UserWarning: unused option ['Nmax'] for config BoseHubbardModel\n",
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" warnings.warn(msg.format(keys=sorted(unused), name=self.name))\n"
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]
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},
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{
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"ename": "AttributeError",
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"evalue": "module 'tenpy.algorithms.tebd' has no attribute 'TEBD'",
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"output_type": "error",
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"traceback": [
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"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
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"\u001b[31mAttributeError\u001b[39m Traceback (most recent call last)",
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"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[2]\u001b[39m\u001b[32m, line 36\u001b[39m\n\u001b[32m 24\u001b[39m tebd_params = {\n\u001b[32m 25\u001b[39m \u001b[33m'\u001b[39m\u001b[33mtrunc_params\u001b[39m\u001b[33m'\u001b[39m: {\n\u001b[32m 26\u001b[39m \u001b[33m'\u001b[39m\u001b[33mchi_max\u001b[39m\u001b[33m'\u001b[39m: \u001b[32m100\u001b[39m, \u001b[38;5;66;03m# Maximum bond dimension\u001b[39;00m\n\u001b[32m (...)\u001b[39m\u001b[32m 32\u001b[39m \u001b[33m'\u001b[39m\u001b[33mverbose\u001b[39m\u001b[33m'\u001b[39m: \u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;66;03m# Print progress\u001b[39;00m\n\u001b[32m 33\u001b[39m }\n\u001b[32m 35\u001b[39m \u001b[38;5;66;03m# Initialize the TEBD engine with the state and model\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m36\u001b[39m tebd_engine = \u001b[43mtebd\u001b[49m\u001b[43m.\u001b[49m\u001b[43mTEBD\u001b[49m(psi, model, tebd_params)\n\u001b[32m 38\u001b[39m \u001b[38;5;66;03m# Prepare lists to store observables during time evolution\u001b[39;00m\n\u001b[32m 39\u001b[39m times = []\n",
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"\u001b[31mAttributeError\u001b[39m: module 'tenpy.algorithms.tebd' has no attribute 'TEBD'"
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]
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}
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],
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"source": [
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"import numpy as np\n",
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"from tenpy.models.hubbard import BoseHubbardModel\n",
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"from tenpy.networks.mps import MPS\n",
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"from tenpy.algorithms import tebd\n",
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"\n",
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"# --- Define Model Parameters ---\n",
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"# L: number of sites; Nmax: maximum number of bosons per site (should be >= max occupation)\n",
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"model_params = {\n",
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" 'L': 2, # Two sites\n",
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" 'Nmax': 3, # Maximum occupation per site (adjust as needed)\n",
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" 't': 1.0, # Hopping amplitude\n",
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" 'U': 1.0, # On-site interaction strength\n",
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" 'mu': 0.0, # Chemical potential\n",
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"}\n",
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"model = BoseHubbardModel(model_params)\n",
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"\n",
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"# --- Prepare the Initial State ---\n",
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"# Here we use the product state [1, 1], meaning 1 boson per site.\n",
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"# The method lat.mps_sites() sets up the local Hilbert spaces.\n",
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"initial_state = [1, 1]\n",
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"psi = MPS.from_product_state(model.lat.mps_sites(), initial_state, bc=\"finite\")\n",
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"\n",
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"# --- TEBD Time Evolution Parameters ---\n",
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"tebd_params = {\n",
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" 'trunc_params': {\n",
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" 'chi_max': 100, # Maximum bond dimension\n",
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" 'svd_min': 1e-10, # SVD truncation threshold\n",
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" },\n",
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" 'N_steps': 100, # Number of time steps\n",
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" 'dt': 0.05, # Time step size\n",
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" 'order': 2, # Second order Trotter decomposition\n",
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" 'verbose': True, # Print progress\n",
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"}\n",
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"\n",
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"# Initialize the TEBD engine with the state and model\n",
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"tebd_engine = tebd.TEBD(psi, model, tebd_params)\n",
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"\n",
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"# Prepare lists to store observables during time evolution\n",
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"times = []\n",
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"n0_expect = []\n",
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"n1_expect = []\n",
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"\n",
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"# --- Time Evolution Loop ---\n",
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"for step in range(tebd_params['N_steps']):\n",
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" tebd_engine.run_one_step() # Evolve the state by dt\n",
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" current_time = (step + 1) * tebd_params['dt']\n",
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" times.append(current_time)\n",
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" n0_expect.append(psi.expectation_value(\"n\", 0)) # Number operator expectation at site 0\n",
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" n1_expect.append(psi.expectation_value(\"n\", 1)) # Number operator expectation at site 1\n",
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"\n",
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"print(\"Time evolution complete.\")\n",
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"print(\"Times:\", times)\n",
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"print(\"Site 0 occupations:\", n0_expect)\n",
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"print(\"Site 1 occupations:\", n1_expect)\n"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Tenpy is designed for larger lattices. For my requirements QuTip is supposed to work well\n",
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"\n",
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"## Let's reproduce the results from Su's MATLAB code:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [
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{
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"data": {
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",
|
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"text/plain": [
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"<Figure size 1000x600 with 1 Axes>"
|
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]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
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"data": {
|
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"image/png": 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ERPDUU0/h4OBQYB/l27dvF3rcc27P+RsQEPDQ+Az1uhWlmyS8QhSDnC/Mr776qtAR8oV9OeurXLly9OvXj8WLF/PRRx+xaNEi7Ozs8rSm5XzRRkVF5StpdvPmzQK/4HPkfNH/eyDZoySK9/Pw8ODAgQMoipIn6Y2NjUWr1T4wJn33ExUVlW/5zZs3AR5pP6tXryY1NZWVK1fi7++fuzwsLEyv7UybNo2pU6cydepU3nvvvXy3v/DCC/Tu3Tv3+sNG1Xt4eDBhwgR27tzJqVOn9E54i/N126BBAwCOHz9Ot27d9HpN1q9fn99++w1FUThx4gQhISF8+OGH2Nvb8+6771K+fHk0Gg179uwp8DnKWdanTx8OHTr0SPH/W2Hvi8L6w+f0Z74/6Y2Ojgby/5jLWV7Qspx1f/nlFzp06MC3336bZ73CBnT9+4dluXLl0Gg0D9yXvkaPHs1zzz2HTqfLF9f9ivqe9PDwKFJ8Jfl5K8yXJLxCFIPWrVvj5ubGmTNnSqSI/KhRo1i+fDkbNmzgl19+4cknn8xTBzenzNUvv/xC06ZNc5cfOnSIs2fP8p///KfQbXt5eWFnZ8eJEyfyLF+zZk2+dXMSi6K0cHbq1Inly5ezevVqnnzyydzlixcvzr3dEDp16sSMGTM4evRongF0ixcvRqPR0LFjR723mZM83J9cKYqiV/ml6dOnM3XqVP773/8yZcqUAtfx9fXNbfW6X1ZWFklJSQW2eue07hV0vxyFHafifN3m/BjIqVDxKK9JjUZDUFAQs2fPJiQkhKNHjwLQu3dvPvnkE27cuMGQIUMKjcHDw6PA5+xR5Jw1OHHiRG4LO6gDzgqzZMkSxo0bl3v9119/BchXvWTbtm3ExMTkJmnZ2dksW7aMatWq5f440Gg0+ZL7EydOEBoamq+rQEEcHR1p1qwZK1eu5LPPPstN4JOTk/nzzz8fev+CPPnkkzz55JO4uro+sBRep06dWLVqFTdv3szzOl28eDEODg659+3YsSMzZ87k+PHjebo15DxvOUr681aYJ0l4hSgGTk5OfPXVV4wYMYL4+HgGDRqEp6cncXFxHD9+nLi4uAe2gOS4du0a+/fvz7e8QoUKefoUdu3alUqVKvHKK68QHR2d77RtrVq1eOGFF/jqq6+wsLCgR48eRERE8P777+Pn58fEiRMLjSGnb+TChQupVq0aQUFBHDx4MN+XDqgtcQBffvklI0aMwNramlq1auXpe5tj+PDhfPPNN4wYMYKIiAjq16/P3r17+fjjj+nZsyedO3d+6PNTFBMnTmTx4sX06tWLDz/8EH9/f9avX8+8efN4+eWXqVmzpt7b7NKlCzY2Njz99NO8/fbbpKen8+2333Lnzp0i3X/WrFl88MEHdO/enV69euU7xg+rm5uYmEiVKlUYPHgwnTt3xs/Pj5SUFHbu3MmXX35JnTp1Cqx0kSOnb/cPP/yAs7MzdnZ2BAQE4OHhYfDXbWpqKqGhocyYMQN/f//cuIr6mly3bh3z5s2jf//+VK1aFUVRWLlyJQkJCXTp0gVQE54XXniBUaNGcfjwYdq1a4ejoyNRUVHs3buX+vXr8/LLLz80bn14e3vTuXNnZsyYQbly5fD392fbtm2sXLmywPVtbGyYNWsWKSkpNG3alH379vHRRx/Ro0cP2rRpk2fd8uXL88QTT/D+++/j6OjIvHnzOHfuXJ7SZL1792b69OlMmTKF9u3bc/78eT788EMCAgKKXFVi+vTpdO/enS5duvDGG2+QnZ3Np59+iqOjY24VCH3Y2dnlqSRRmClTprBu3To6duzIBx98gLu7O0uWLGH9+vXMnDkTV1dXQC27uHDhQnr16sVHH32El5cXS5Ys4dy5c3m2Z6jPW1HKGW24nBAl7FGqNLz66qt5luWMeP7ss8/yLM8Zsf3777/nWb5r1y6lV69eiru7u2Jtba1UrFhR6dWrV771/u1hVRqeffbZfPd57733FEDx8/NTsrOz892enZ2tfPrpp0rNmjUVa2trpXz58spzzz2nREZGPvS5SExMVMaOHat4eXkpjo6OSp8+fZSIiIh8o68VRVEmT56s+Pr6KhYWFnlGUv+7SoOiKMrt27eVl156SfHx8VGsrKwUf39/ZfLkyUp6enqe9Qo6FoqiVlUYMWJEwU/ifa5evao888wzioeHh2Jtba3UqlVL+eyzz/I9T/pUafjzzz+VoKAgxc7OTqlYsaLy1ltvKRs3bixw5P6/tW/f/oHH92EyMjKUzz//XOnRo4dSuXJlxdbWVrGzs1Pq1KmjvP3228rt27fzrF/QcZozZ44SEBCgWFpa5qsqYMjXrZ2dnVKzZk1lwoQJSlRUVJ71i/KaPHfunPL0008r1apVU+zt7RVXV1elWbNmSkhISL79L1y4UGnevLni6Oio2NvbK9WqVVOGDx9epMoXOVUa4uLiCry9bt26+V6/UVFRyqBBgxR3d3fF1dVVee6553KrSvy7SoOjo6Ny4sQJpUOHDoq9vb3i7u6uvPzyy3mqwCjKP6/1efPmKdWqVVOsra2V2rVrK0uWLMmzXkZGhvLmm28qFStWVOzs7JRGjRopq1evLrTKyr8/s3KsXbtWadCggWJjY6NUrlxZ+eSTT3Kfi4d50GdqjoKqNCiKopw8eVLp06eP4urqqtjY2ChBQUEFVoI5c+aM0qVLF8XOzk5xd3dXxowZo6xZs6bA91lRXrdSpaHs0ijKIwzlFUIIIYQQwkxIWTIhhBBCCFGqScIrhBBCCCFKNUl4hRBCCCFEqWbUhHfGjBk0bdoUZ2dnPD096d+/f57Zogqza9cuGjdujJ2dHVWrVuW7777Lt86KFSsIDAzE1taWwMBAVq1aVRwPQQghhBBCmDijJry7du3i1VdfZf/+/WzZsgWtVkvXrl0fOAVgeHg4PXv2pG3bthw7doz33nuPcePGsWLFitx1QkNDGTp0KMOGDeP48eMMGzaMIUOGcODAgZJ4WEIIIYQQwoSYVJWGuLg4PD092bVrF+3atStwnXfeeYe1a9fmmTrxpZde4vjx47nzbw8dOpSkpCQ2btyYu0737t0pV64cS5cuLd4HIYQQQgghTIpJTTyRmJgIgLu7e6HrhIaG0rVr1zzLunXrxoIFC8jKysLa2prQ0NB8hfS7devGnDlzCtxmRkZGnukhdTod8fHxeHh45JuOUQghhBBCGJ+iKCQnJ+Pr64uFxYM7LZhMwqsoCpMmTaJNmza5swAVJDo6Ot+c2F5eXmi1Wm7duoWPj0+h6xQ2P/iMGTOYNm3a4z8IIYQQQghRoiIjI3On3S6MySS8r732GidOnGDv3r0PXfffra45vTLuX17QOoW11k6ePJlJkyblXk9MTKRy5cqEh4cXOCWqoWVlZbFjxw46duyItbV1se9PGJ4cQ/Mnx9D8yTE0b3L8zF9JH8Pk5GQCAgKKlKuZRML7+uuvs3btWnbv3v3QDN3b2ztfS21sbCxWVlZ4eHg8cJ1/t/rmsLW1xdbWNt9yd3d3XFxc9HkojyQrKwsHBwc8PDzkTW6m5BiaPzmG5k+OoXmT42f+SvoY5uyjKN1PjVqlQVEUXnvtNVauXMn27dsJCAh46H1atmzJli1b8izbvHkzTZo0yX3gha3TqlUrwwUvhBBCCCHMglET3ldffZVffvmFX3/9FWdnZ6Kjo4mOjubu3bu560yePJnhw4fnXn/ppZe4evUqkyZN4uzZsyxcuJAFCxbw5ptv5q4zfvx4Nm/ezKeffsq5c+f49NNP2bp1KxMmTCjJhyeEEEIIIUyAURPeb7/9lsTERDp06ICPj0/uZdmyZbnrREVFce3atdzrAQEBbNiwgZ07d9KwYUOmT5/O3LlzGThwYO46rVq14rfffmPRokU0aNCAkJAQli1bRvPmzUv08QkhhBBCCOMzah/eopQADgkJybesffv2HD169IH3GzRoEIMGDXrU0IQQQgghHkpRFLRaLdnZ2cYOxeiysrKwsrIiPT3dYM+HtbU1lpaWj70dkxi0JoQQQghhbjIzM4mKiiItLc3YoZgERVHw9vYmMjLSYPMYaDQaKlWqhJOT02NtRxJeIYQQQgg96XQ6wsPDsbS0xNfXFxsbmzI/WZVOpyMlJQUnJ6eHTgRRFIqiEBcXx/Xr16lRo8ZjtfRKwiuEEEIIoafMzEx0Oh1+fn44ODgYOxyToNPpyMzMxM7OziAJL0CFChWIiIggKyvrsRJeow5aE0IIIYQwZ4ZK7ETBDNVqLkdJCCGEEEKUapLwCiGEEEKIUk0SXiGEEEIIkYdGo2H16tXGDsNgJOEVQgghhChDYmNjefHFF6lcuTK2trZ4e3vTrVs3QkNDc9eJioqiR48eAERERKDRaAgLCzPI/ufNm0dAQAB2dnY0btyYPXv2GGS7DyJVGoQQQgghypCBAweSlZXFTz/9RNWqVYmJiWHbtm3Ex8fnruPt7V0s+162bBkTJkxg3rx5tG7dmu+//54ePXpw5swZKleuXCz7BEl4hShxGdpswq4lcOpmEmejkohLziAhLROtTsHRxgoXe2uqVXCkuqcTLap64Ocu5W6EEMIcKIrC3SzjzLhmb21ZpIoGCQkJ7N27l507d9K+fXsA/P39adasWZ71NBoNq1aton///gQEBAAQHBwMqDPe7ty5E4BFixYxc+ZMwsPDqVKlCmPHjmXSpEmF7v+LL75gzJgxjB07FoA5c+bw119/8e233zJjxgy9H3dRScIrRAnQ6RR2XYhj1bEb7DgXS3KG9oHrbz37z//+Hg50r+vN4CZ+VPd8vJlmhBBCFJ+7WdkEfvCXUfZ95sNuONg8PK1zcnLCycmJ1atX06JFC2xtbR96n4MHD9KsWTO2bt1K3bp1sbGxAeDHH39kypQpfP311wQHB3PkyBFeeOEFPDw8GDVqVL7tZGZmcuTIEd599908y7t27cq+ffuK+EgfjSS8QhQjbbaOP45c54c9V7gSl5q7vLyTLcGV3ajr60JFN3vKOdhgaanhbmY2t1IyuBybwumbSYRFJnD1dhrf777C97uv0KKqO+M61aBlVY8yP6OPEEII/VlZWRESEsLzzz/Pd999R6NGjWjfvj1PPfUUDRo0KPA+FSpUAMDDwyNPV4fp06cza9YsBgwYAKgtxWFhYfz4448FJry3bt0iOzsbLy+vPMu9vLyIjo421EMskCS8QhSTvRdvMX3dGc7HJAPgbGvF4CZ+9GrgQ7CfGxYWD09Yk9Oz2HvxFn8cuc6O87HsvxLP/isHaBbgzpQ+gdT1dS3uhyGEEKKI7K0tOfNhN6Ptu6gGDhxIr1692LNnD6GhoWzatImZM2cyf/58Ro4cWaRtxMXFERkZyZgxY3j++edzl2u1WlxdH/zd9O8GG0VRir0RRxJeIQwsNUPLh3+eYdnhSADcHKx5rWN1nmpWGSdb/d5yznbW9KjvQ4/6PtxMuMv3uy6z9GAkB8Pj6fPVXka0qsKbXWvhqOd2hRCmQ5utIzUzG0sLDY42ReuHKUyTRqMpUrcCU2BnZ0eXLl3o0qULH3zwAWPHjmXKlClFTnh1Oh2gdmto3rx57rKUlJRCE97y5ctjaWmZrzU3NjY2X6uvoZnHURHCTJy+mcT45Se4ejsNjQaGt/BnYpeauDnYPPa2fd3smdavHi91qMZH68+y/kQUi/6OYOf5OL56Oph6FaW1VwhTl5qhZfeFOPZcusW5qCQuxqTk6dNvbamhgpMttX1cqOfrQuvq5WnsXw4rS6kiKopXYGBgoXV3c/rsZmf/MyDPy8uLihUrcuXKFZ599llATXiTkpJwcXEpdDuNGzdmy5YtPPnkk7nLt2zZQr9+/Qz0SAomCa8QBnL8toZ35h8kPUuHr6sds4Y0pGU1D4Pvx8fVnm+eacSQJnG8u+IE4bdSGTBvH+/3rsOwllUMvj8hxOMLi0xg/p4rbD4TQ6ZWV+h6WdkKNxPTuZmYzvZzsczdfgk3B2t61vfh2eaVpRuTeGy3b99m8ODBjB49mgYNGuDs7Mzhw4eZOXNmoUmnp6cn9vb2bNq0iUqVKmFnZ4erqytTp05l3LhxuLi40KNHD+7evcvevXtJT0/njTfeKHBbkyZNYtiwYTRp0oSWLVvyww8/cO3aNV566aXifNiS8AphCPP3RrDwgiWgo33NCsx9KhhXB+ti3Wf7mhXYMK4tb684wZYzMby/5jSXYlN4v3egtAYJYSJO3Uhk+rozHAj/p76pv4cDnet4EeTnRi0vZyo42+Joa4lOB3fSMrmRcJezUUkcvXqHnRfiSEjL4tcD1/j1wDWa+JdjQueatK4uA1fFo3FycqJ58+bMnj2by5cvk5WVhZ+fH88//zzvvfdegfexsrJi7ty5fPjhh3zwwQe0bduWnTt3MnbsWBwcHPjss894++23cXR0pE6dOg8sSzZ06FBu377Nhx9+SFRUFPXq1WPDhg34+/sX10MGQKMoilKsezBDSUlJuLq6kpiYWGizvCFlZWWxYcMGevbsibV18SZJwvC+3HqR2VsvADC8RWU+6FO3RBNORVH4btcVPt10DoCOtSow79nG2NsUfQCDkPdhaWBKxzApPYsZG87x26FrKIraVaFvUEVGta5CXV+XIier2mwdB8LjWXrwGn+djiYrW/3Kbhbgzge9A0tVVyZTOn5FkZ6eTnh4eO6MYSJvlwYLC8N8Dz7oedYnX5MWXiEewxebzzN3+yUAelfO5v1etUu8dVWj0fByh2oElHdgwrIwdpyPY3TIIRaMbGI2gyeEKE2OXbvDuN+OERl/F4B+DX15t0dtfFzt9d6WlaUFrauXp3X18sQmpfPtrsssOXCNg+Hx9P16L8Na+PNmt1o425l+giiEMcl5TyEe0YK94bnJ7jvdatKlonFPlnSv58PPY5rjZGtF6JXbjFh4kJSHTHAhhDCsn/ZFMPi7UCLj71KpnD3LXmjBl08FP1Ky+2+eLnZM6VOXXW91oE+QLzoFfgq9So8v93AoIv7hGxCiDJOEV4hHsP5EFB+tPwPA291rMbZNFeMGdE/TKu78PKYZznZWHIq4w0s/H3ngABkhhGHodAofrTvDlLWn0eoUejfwYcP4tjSvWjwDV796OphfxjSnUjl7rt+5y9DvQ/liywV0OumlKERBJOEVQk9Hrt5h4rIwFAVGtPTn5fbVjB1SHsGVy/HzmOY42Fiy99ItJi0Pky9BIYqRNlvH+GVhzN8bDqg/gr96OhiXYu5m0KZGeTaOb8vARpXQKTB320XG/HSIxLtZxbpfIcyRJLxC6CE2OZ2XfzlCZraOroFefNCnrkmOlG7o58b3wxpjbalh3YkoZmw8a+yQhCiVsnUKb/x+nD+P38TaUsOXTzXklQ7VS+xzwdnOmllDgvhiSBC2VhbsOB9H/2/+5urt1IffWYgyRBJeIYooK1vHa0uOEZucQQ1PJ2YPbYhlEaYHNpa2NSrw+eAgAH7cE86KI9eNHJEQpYtOp/D2HydYE3YTKwsN855tTL+GFY0Sy4BGlVjxcisqutnn1uY+HplglFiEMEWS8ApRRDM3neNgRDzOtlZ8P6yxWUzn269hRV5/ojoAk1ed5Ni1O0aOSIjS44stF1hx9DqWFhq+ejqYLoHFOzXqw9Sr6MqqV1oR6OPC7dRMnvphP39fumXUmIQwFZLwClEEf1+6xY971P55nw0OomoFJyNHVHQTO9ekS6AXmVodryw5yp3UTGOHJITZW344kq93qFVaPhlQnx71fYwckcrTxY7lL7WkbY3y3M3KZnTIIXZdiDN2WEIYnSS8QjxEQlombyw/DsAzzSvTvZ63kSPSj4WFhtlDG1K1vCNRiem8+ftxZL4ZIR7dwfB43lt5EoDXn6jO4CZ+Ro4oLydbK+aPaELnOp5kaHU8/9Nhdp6PNXZYQhiVJLxCPMR/Vp8iOimdquUd+W+vOsYO55E42Vrx1TPB2FhZsO1cLAv/jjB2SEKYpdjkdF799ShanUKfIF8mdalp7JAKZGtlybxnG9OtrheZ2Tpe+uUIR65KlyZRdBqNhtWrVxs7DIORhFeIB9h8Opr1J6KwvNdKas4zl9X1dc1N2D/ZeJazUUlGjkgI86LN1jF+aRhxyRnU9HLi04H1TbJKSw4bKwu+eroR7WtWID1Lx+iQQ1yISTZ2WMIExMbG8uKLL1K5cmVsbW3x9vamW7duhIaG5q4TFRVFjx49AIiIiECj0RAWFvbY+969ezd9+vTB19e3RJNqSXiFKERSehbvrzkFwAvtqhLk52bcgAxgWAt/OtfxJCtb4c3fj5OVLZNSCFFUc7ddJPTKbRxs1NZTc/gBbGNlwbfPNaKhnxuJd7MYvuAgNxLuGjssYWQDBw7k+PHj/PTTT1y4cIG1a9fSoUMH4uP/mbHP29sbW1tbg+87NTWVoKAgvv76a4Nv+0Ek4RWiEDM3nSMmKYMqHg6M71TD2OEYhEaj4eMB9XFzsOb0zSTm7bhs7JCEMAtHr93JHaQ2Y0B9qnuaz8BVBxsrFo1sSnVPJ6KT0hmx8CDJ6TI5RbFQFMhMNc6liGMzEhIS2Lt3L59++ikdO3bE39+fZs2aMXnyZHr16pW73v2trwEBAQAEBwej0Wjo0KFD7nqLFi2iTp062NnZERgYyPz58x+4/x49evDRRx8xYMAA/Z7bx2T6P0+FMIKwyAR+2X8NgI8H1MfO2tLIERmOp7Md0/rWZfxvYXy1/SJd63pRx8fF2GEJYbLSMrVMWhaGToF+DX2NVmv3cZRztGHx6GYMmLePS7EpTFwWxg/DmmBhwrXEzVJWGnzsa5x9v3cTbBwfupqTkxNOTk6sXr2aFi1aFKkV9+DBgzRr1oytW7dSt25dbGxsAPjxxx+ZMmUKX3/9NcHBwRw5coQXXngBDw8PRo0a9dgPyZCkhVeIf9HpFKasPQ3AwEaVaFWtvJEjMry+Qb50r+uNVqfwn1UnZephIR5gxoZzRNxOw8fVjg/71jN2OI/M182eH4Y3xsbKgq1nY5m99YKxQxJGYGVlRUhICD/99BNubm60bt2a9957jxMnThR6nwoVKgDg4eGBt7c37u7uAEyfPp1Zs2YxYMAAAgICGDBgAK+88go//vhjiTwWfUgLrxD/8sfR6xyPTMDJ1op3etQydjjFQqPRMLVvXfZcjOPotQSWHY7k6WaVjR2WECbnyNV4ft5/FYDPBgXh6mBt5IgeT4NKbnwyoD6Tlh/nq+2XCPRxMZkawqWCtYPa0mqsfRfRwIED6dWrF3v27CE0NJRNmzYxc+ZM5s+fz8iRI4u0jbi4OCIjIxkzZgzPP/987nKtVourq6u+0Rc7SXiFuE9SehYzN50DYHynGng62xk5ouLj7WrHG11r8eG6M3yy8RxdAr0o72T4AQpCmKusbB3vrVQHrg5uXIk2NUrH2Z4BjSpx5mYS8/eGM2n5cap5OlHTy9nYYZUOGk2RuhWYAjs7O7p06UKXLl344IMPGDt2LFOmTClywqvTqYOef/zxR5o3b567LCUlxSQTXunSIMR9vtt5mVspmVSt4MiIVlWMHU6xG97Sn7q+LiTezeLTjeeMHY4QJmXB3nDOxyRTzsGayT3NswZ3Yd7tUZs21dXZ2F7/9RjpWdnGDkkYWWBgIKmpqQXeltNnNzv7n9eJl5cXFStW5MqVK1SvXj33UrVq1dxBbqZEEl4h7olNSmfRvQkZ3uleGxur0v/2sLK0YHp/tU/iH0evc+pGopEjEsI0RManMedeH9f3etbB3dHGyBEZlpWlBbOHNqS8kw3nY5L5eMNZY4ckSsjt27d54okn+OWXXzhx4gTh4eH8/vvvzJw5k379+hV4H09PT+zt7dm0aRMxMTEkJqrfFVOnTmXGjBl8+eWXXLhwgZMnT7JkyRJmz55d6P5TUlIICwvLrekbHh5OWFgY165dM/hjvZ9Rv9H1LT48cuRINBpNvkvdunVz1wkJCSlwnfT09GJ+NMLcfbX9Enezsgmu7EbXQC9jh1NiGlUuR7+GvigKfLjujEw7LMo8RVEHrqZn6Wge4M6gxpWMHVKxqOBsy6whDQFYHHqVLWdijBuQKBFOTk40b96c2bNn065dO+rVq8f777/P888/X2htXCsrK+bOncv333+Pr69vbmI8duxY5s+fT0hICPXr16djx478+uuvVKlSpdD9Hz58mODgYIKDgwGYNGkSwcHBfPDBBwZ/rHkeQ7Fu/SFyig+PGjWKgQMHPnT9L7/8kk8++ST3ularJSgoiMGDB+dZz8XFhfPnz+dZZmdXevtiisd39XYqSw+qvy7f6V7bpGdPKg5vd6/NplPRHAyP56/T0XSvJ4NYRNm17Wws28/FYm2p4X9PmvZsao+rfc0KjG0TwPy94bz9x3E2jm+Ht6t8X5Zmtra2zJgxgxkzZjxwvX83fowdO5axY8fmW++ZZ57hmWeeAdQ+vElJSbi4FF7qskOHDkZpWDFqwtujR4/caeuKwtXVNU9H6NWrV3Pnzp18td40Gg3e3t4Gi1OUfl9suYBWp9C+ZgVaVPUwdjglrqKbPS+2q8rc7ZeYsfEcnep4YW1Z+rt0CPFvWdk6Pt6ont4f06aqWU0w8aje6l6L/eG3OXUjibf+OM7i0c1KdZIvyiazrtKwYMECOnfujL+/f57lKSkp+Pv7k52dTcOGDZk+fXpu03lBMjIyyMjIyL2elJQEQFZWFllZxT8bTc4+SmJfIr8zUUmsCVPLyEzsVO2RjkNpOIajW1XmlwNXuXo7jeUHrzKkSek8jVuY0nAMyzpDHMNfDlzjSlwq5RyseaFN5TLxerAAvhhUnz7fhLLn4i1+O3iVQY1KfnINc3sPZmVloSgKOp0ut2JBWZfTcpvzvBiCTqdDURSysrKwtMw7CZQ+rxWNYiId9jQaDatWraJ///5FWj8qKgo/Pz9+/fVXhgwZkrt8//79XLp0ifr165OUlMSXX37Jhg0bOH78ODVqFDw97NSpU5k2bVq+5b/++isODkWvayfM0w/nLDh9x4JGHjpG1CzbH1o7bmpYfdUSNxuF94OzKQPj9oTIdVcL049ZkqrVMCggm7beJvH1WGK23dCw9pol9pYKkxtm41q6xukZnJWVFd7e3vj5+eVWMRCGl5mZSWRkJNHR0Wi12jy3paWl8cwzz5CYmPjAbhRgxgnvjBkzmDVrFjdv3nzgC02n09GoUSPatWvH3LlzC1ynoBZePz8/bt269dAn0BCysrLYsmULXbp0wdravIuam5szUUn0m7cfCw1sGteagPKPVj+xtBzDjKxsOs3ZS0xSBv/tWYsRLf0ffqdSorQcw7LscY/hZ5sv8MOeCKqWd2Dda63KXLcebbaOwT8c5NTNJLrU8eSbp4NKtGuDub0H09PTiYyMpEqVKjJO6B5FUUhOTsbZ2dlgr5309HQiIiLw8/PL9zwnJSVRvnz5IiW8ZtmlQVEUFi5cyLBhwx76q8rCwoKmTZty8eLFQtextbUtcC5pa2vrEn3TlfT+BPywR51BqXcDX2r6uD329sz9GFpbWzOuUw3+s+oU3+2O4JkWVXCwMcuPiUdm7sdQPNoxjIxPIyRUHbj6Xs9AHOzK3iQs1tbw2eAg+ny1ly1nY9ly7ja9GpT8AFZzeQ9mZ2fnVoKysChbP44Kk9ONwZDPSc5zXNDrQp/XiVkeoV27dnHp0iXGjBnz0HUVRSEsLAwfHxl1LvK6HJfChlNRALzSsZqRozEdQ5r4UdndgVspGfy076qxwxGiRMzecoFMrY6WVT3oVMfT2OEYTR0fF17pWB2AKWtPkZhmHv1pjSEn2UpLSzNyJKVbZmYmQL7+u/oyatNNSkoKly5dyr2eU3zY3d2dypUrM3nyZG7cuMHixYvz3G/BggU0b96cevXq5dvmtGnTaNGiBTVq1CApKYm5c+cSFhbGN998U+yPR5iXb3deRlGgcx0vansXf9cVc2FtacH4TjV44/fjfLfrMs+1qIyznem3tgjxqC7FJrMq7AYAk3uWvbKE//Zqx2psOBnFpdgUZm+9wNS+dR9+pzLI0tISNzc3YmNjAXBwcCjzrx2dTkdmZibp6ekGaeHV6XTExcXh4OCAldXjpaxGTXgPHz5Mx44dc69PmjQJgBEjRhASEkJUVFS+mTcSExNZsWIFX375ZYHbTEhI4IUXXiA6OhpXV1eCg4PZvXs3zZo1K74HIszO9TtprD6mfsG9Kq27+fQPrsi8nZe4HJfKkgPXeKm9PEei9Jq99SKKAl0CvWhQyc3Y4RidrZUl0/rW5dn5B/h5/1WeauYnjQKFyCmBmpP0lnWKonD37l3s7e0NlvxbWFhQuXLlx96eURPehxUfDgkJybfM1dX1gacPZs+e/cAp7YQA+H7XFbQ6hdbVPQiuXM7Y4ZgcSwsNL3eozpu/H2fB3nBGtqqCnfXjnU4SwhSdjUpi/Qm1a9OkLjWNHI3paF29PD3qebPxVDRT1pzmtxdalPnWy4JoNBp8fHzw9PQ0m3JqxSkrK4vdu3fTrl07g/XDtrGxMUhrcdkajSIEEJecwbLDkQC8eq+vmsivb5AvX2w+z83EdFYevcEzzSsbOyQhDG72lgsA9KrvQx0facW833961WHH+VgOhMez7kQUfYJ8jR2SybK0tHzsPqalgaWlJVqtFjs7O5MbeGiWg9aEeBy/7L9KplZHkJ8bLcvgrGpFZWNlwfPtqgLw/e7LZOtMooKhEAZz8noim8/EoNHAhM4F12kvyyqVc+Dl9mqjwMcbzpKWqX3IPYQwXZLwijIlPSubX/arlQfGtgmQU3QPMbSpH+UcrLl6O40NJ6OMHY4QBvXFlvMA9AvypYaXs5GjMU0vtq9KpXL2RCWm892uK8YOR4hHJgmvKFPWht3kdmomvq529KjnbexwTJ6DjRUjWwUAOVUtpJVXlA4nryey43wcFhoY31n67hbGztqS93rWAWD+nivEJWc85B5CmCZJeEWZoSgKC/8OB2BEqypYlbFZlB7V8Jb+ONhYciYqiV0X4owdjhAG8e0utSRm3yDfR55hsazoUc+bID830jKz+Wp74ZM4CWHK5BtflBl/X7rNuehkHGwseaqZDMAqqnKONjx97/lasDfcyNEI8fgux6Ww8VQ0AC93kIGrD6PRaHi3e20Afj1wjau3U40ckRD6k4RXlBkL9qr9zwY3roSrvWmNHjV1I1tVwUIDey7e4mJMsrHDEeKxfJc76Ywntbyl725RtKzmQYdaFdDqFD7ffMHY4QihN0l4RZlwOS6FHefj0GhgZOsAY4djdvzcHehcxwuAn0IjjBuMEI/hZsJdVt2bdOYVKUuol7e71UajgT+P3+Tk9URjhyOEXiThFWXC4n0RAHSq7Sn99R7RyNZVAFhx5AaJd6XAujBPP+5RJ51pUdWdRjLpjF4CfV3o37AiADP/OmfkaITQjyS8otRLzdCy4qjaojOiVRXjBmPGWlb1oJaXM3ezsvn93sQdQpiT2ykZLD2oTlcvk848mkldamJloWHPxVscuRpv7HCEKDJJeEWptybsJikZWqp4ONC6Wnljh2O2NBpNbivvT6ERMhGFMDsh+yJIz9JRv6IrbarLZ8Gj8HN3YGCjSgDM3XbJyNEIUXSS8IpSTVGU3Ikmnmvhj4WFTDTxOPo3rIirvTWR8XfZfi7W2OEIUWTJ6Vn8dK9r0ysdqsmkM4/hlY7VsLTQsOtCHGGRCcYOR4gikYRXlGpHryVwJioJWysLBjWuZOxwzJ69jSVPNfMDYNHfUqJMmI+lB6+RlK6lWgVHutWVSWceh7+HY25f3q+2SV1eYR4k4RWl2pJ7rbu9G/ji5mBj5GhKh2Et/LHQwL7Lt7kSl2LscIR4KG22jpC/IwB4sV01OdNjAK92rIaFBradi+XUDanYIEyfJLyi1LqTmsm6k1EAPNdCJpowlErlHOhQyxOA3w7J4DVh+v46HcPNxHQ8HG3o29DX2OGUClUrONE3SH0u50orrzADkvCKUuv3I5FkanXUq+hCQz83Y4dTquTMvPbHketkaLONHI0QD5Yz6cyzLfyxs7Y0cjSlx2tPVEejgc1nYjgXnWTscIR4IEl4RamkKAq/HlDLDz3X3F8GqBhYx1oV8HaxIz41k82nY4wdjhCFOnbtDkevJWBjaSFnegysuqczPeqp/aF/2H3FyNEI8WCS8IpSaf+VeCJup+FkayWnMIuBlaUFQ5qqg9dy6poKYYoW3eu72yfIF09nO+MGUwo937YqAGvDbhKVeNfI0QhROEl4Ram0/N7ECH2CfHCwsTJyNKXT0KZ+aO4NXgu/lWrscITIJyrxLhvu9eMfda+GtDCs4MrlaFbFHa1OIeRe2TchTJEkvKLUSbyblfslN6SJn5GjKb0qutnToWYFAH47JK28wvQsDr2KVqfQPMCdehVdjR1OqfVCO7WV99f910hOl2nHhWmShFeUOmuP3yRDq6Oml5MMVitmOYPXVhy5TqZWZ+RohPjH3czs3H78o9sEGDma0u2J2p5UreBIcoaWZVK5RZgoSXhFqbP83gfukCZ+MlitmD1R2xNPZ1tupWSy9awMXhOmY+Wx6yTezaKyuwOd63gZO5xSzcJCk9uXd9HfEWRly49fYXok4RWlypmbSZy8kYi1pYYBjWRmteJmZWnB4Cbq8/zHketGjkYIlU6nsHCvOhPgyFZVsJSJJordk8EVKe9kw42Ef/pNC2FKJOEVpUrOYLUugV64O8rMaiUh54fFrgtxxCanGzkaIWDv5dtcjkvFydYq9weZKF521pYMb1kFgIX3KmMIYUok4RWlRnpWNquO3QBksFpJqlbBiUaV3cjWKaw5dtPY4QhByD51SvGhTf1wtrM2cjRlxzPNK2NjacHxyATCIhOMHY4QeUjCK0qNzWdiSLybha+rHW1rVDB2OGXKoMbqD4w/jlxHURQjRyPKsug02HPpNhYatTuDKDnlnWzp1cAHgMWhEcYNRoh/kYRXlBo5g9UGNa4kffZKWK8GPthaWXA+JplTN2SKUWE8u6LUr7UugV74uTsYOZqyZ3hLfwDWnYjidkqGkaMR4h+S8IpSITI+jb2XbqHRwGDpzlDiXO2t6VZXnWL0jyNSlkgYx520TA7FqT92x7SpauRoyqaGfm40qORKplbHssPyWSBMhyS8olRYeVTtu9uqmoe06hjJwMbq4KA1x2+Soc02cjSiLPrt0HWyFA11fZ1pWqWcscMpkzQaTe7gtSX7r6GVEmXCREjCK8yeoiisPKaWxBrUWEZkG0ub6uXxcrElIS2LHedijR2OKGMytTqWHFBbFEe29Jca3EbUu4EP5RysuZFwl23yWSBMhCS8wuwdvXaHq7fTcLCxzD2tLkqepcU/tY+lJq8oaRtPRRGTnIGLtULPevI5YEx21pY8dW8WRhm8JkyFJLzC7OV0Z+hezxsHGysjR1O2DWxUEYCd5+O4k5pp5GhEWaEoCgvuTTTRxluHjZV8tRnbs80rY6GBvy/dJvxWqrHDEUISXmHeMrTZrDuhzuozUGZWM7rqns4E+rig1SlsOCWzLYmSceTqHU5cT8TGyoLWXlIWzxRUKudA+5pqecjfDl0zcjRCSMIrzNyOc7Ek3s3C28WOFlU9jB2OAPo19AVgTZhMQiFKxsK/1dbdfkE+OMk8EyYjp1vDiiPXydTK4DVhXJLwCrOW052hf3BFqb1rIvo29EWjgYPh8dxIuGvscEQpd/1OGptORQMwsmVlI0cj7vdEbU8qONtyKyWTbWdjjB2OKOMk4RVm605qJjvOqyOAB9zrOyqMz8fVnmZV3AH487i08ori9dO+CHSKWiWkppezscMR97G2tGDwvco5Sw9JTV5hXJLwCrO17sRNsrIV6lV0kS86E9M/WP0BsvrYDSNHIkqzlAwtv91LpEa3qWLcYESBhjZVJwLaczGOyPg0I0cjyjKjJry7d++mT58++Pr6otFoWL169QPX37lzJxqNJt/l3LlzedZbsWIFgYGB2NraEhgYyKpVq4rxUQhjWXGvO8OTwTJYzdT0qOeNtaWGc9HJnI9ONnY4opRaceQ6yelaqpZ3pENNT2OHIwrg7+FI6+oeKAr8LjOvCSMyasKbmppKUFAQX3/9tV73O3/+PFFRUbmXGjVq5N4WGhrK0KFDGTZsGMePH2fYsGEMGTKEAwcOGDp8YURX4lIIi0zA0kJD3yBfY4cj/sXNwYb29xKQNWHSyisMT6dTWHRvsNqo1lWwkD78Juuppmrf6uWHr8vMa8JojJrw9ujRg48++ogBAwbodT9PT0+8vb1zL5aWlrm3zZkzhy5dujB58mRq167N5MmT6dSpE3PmzDFw9MKYVt07Vd6uRnkqONsaORpRkP7B/1RrUBQpFSUMa/u5WCJup+FiZ5U74YkwTV3relHOwZropHR2XYgzdjiijDLLKv3BwcGkp6cTGBjIf//7Xzp27Jh7W2hoKBMnTsyzfrdu3R6Y8GZkZJCRkZF7PSkpCYCsrCyysrIMG3wBcvZREvsqDXQ6hVVH1Zm8+jbwNonnTY5hfu2queNoY8mNhLscvHKLRpXdjB3SA8kxNC8L9l4BYEiTSthYKHk+r+UYmhYLoH9DXxbtu8rvhyNpV929wPXk+Jm/kj6G+uzHrBJeHx8ffvjhBxo3bkxGRgY///wznTp1YufOnbRr1w6A6OhovLy88tzPy8uL6OjoQrc7Y8YMpk2blm/55s2bcXBwMOyDeIAtW7aU2L7M2aUkuJ5ghZ2lgvbqMTZcP2bskHLJMcwr0MWCQ7cs+GrtfgZXNY9TmXIMTd+NVAi9YoUFChXTLrFhw6U8t8sxND0VUgGs2HImmt/X3MDxAfWS5fiZv5I6hmlpRR8IaVYJb61atahVq1bu9ZYtWxIZGcnnn3+em/ACaDR5+3IpipJv2f0mT57MpEmTcq8nJSXh5+dH165dcXFxMeAjKFhWVhZbtmyhS5cuWFtL1fSH+c/q08ANegdVon+fusYOB5BjWBjni7c4tPgop5Nt+aFbe6wtTbcwjBxD8/HuqlPATbrX8+a5J4Nyl8sxNG1rY/ZxLiaFLJ/69Gzml+92OX7mr6SPYc4Z+aIwq4S3IC1atOCXX37Jve7t7Z2vNTc2NjZfq+/9bG1tsbXN3w/U2tq6RN90Jb0/c5Selc3GU2oB80FN/Ezu+ZJjmFe7Wl6Ud7LhVkomB64m0rGW6Y+kl2No2uKSM/jzhPoZP6ZttQKPlRxD0zSoiR8frT/L6uNRjGhdtdD15PiZv5I6hvrsw3SbW4ro2LFj+Pj45F5v2bJlvqb0zZs306pVq5IOTRSDrWdjSM7QUtHtn8kNhOmysrSgRz31/bn+RJSRoxGlwc/7r5Kp1dHQz43G/uWMHY7QQ9+GvlhaaDh2LYHLcSnGDkeUMUZNeFNSUggLCyMsLAyA8PBwwsLCuHbtGqB2NRg+fHju+nPmzGH16tVcvHiR06dPM3nyZFasWMFrr72Wu8748ePZvHkzn376KefOnePTTz9l69atTJgwoSQfmigmK3Nr71aUMkRmolcDNeH963Q0mVrz6McrTFN6Vja/7L8KwPNtC28hFKbJ09mOdjXKA7DqqJQrFCXLqAnv4cOHCQ4OJjg4GIBJkyYRHBzMBx98AEBUVFRu8guQmZnJm2++SYMGDWjbti179+5l/fr1ecqatWrVit9++41FixbRoEEDQkJCWLZsGc2bNy/ZBycM7lZKRm5JmydlKmGz0bSKOxWcbUlO17L3kpQkEo9u1bEbxKdmUtHNnm51C++mJkzXwHtTDa86dgOdTsoVipJj1D68HTp0eGB9zpCQkDzX3377bd5+++2HbnfQoEEMGjToccMTJmZt2E2ydQpBfm5Uq+Bk7HBEEVlaaOhV34eQfRGsOxHFE7UlURH60+kUFuz9Z6IJKxMeACkK17mOF852VtxIuMv+K7dpVb28sUMSZYR8YgizkTPZxIBgad01NzndGracjiFDm23kaIQ52nUxjkuxKTjZWjG0af4R/sI82Flb0ruBOinNCunWIEqQJLzCLFyMSebkjUSsLDT0kamEzU7jyuXwcrElOUPLngu3jB2OMEPz96gTTTzV1A9nOxnBb84GNVYbLTaeiiI1Q2vkaERZIQmvMAsr77XudqjlibujjZGjEfqysNDQs/69ag0npVqD0M+Zm0n8fek2lhYaRrauYuxwxGNqVLkcVTwcSMvMZtOpwieFEsKQJOEVJk+nU1h9L+EdKIPVzFbvnG4NZ2JIz5JuDaLocvru9qjnTaVyJTf7pSgeGo2GAY3UwWsr7k0TL0Rxk4RXmLz9V24TlZiOi50VT9Qx/YkLRMGC/crh62pHSoaW3RekWoMomtikdNYeV3/wjpVSZKXGk/fGYoReuU1MUrqRoxFlgSS8wuTlDGzoHeSLrZWlkaMRj+r+bg3rZBIKUUSLQ6+Sla3QxL8cDf3cjB2OMBA/dwca+5dDUeTzQJQMSXiFSUvL1LLplPphKNUZzF9OtYatZ6Vbg3i4tEwtvxxQJ5oY2zbAyNEIQ+t7bwDy2jCp1iCKnyS8wqRtPh1DamY2le+1Bgjz1tDPjYpu9qRlZrPzfKyxwxEmbsXRGySkZeHnbk+XQG9jhyMMrGd9Hyw0cPx6IhG3Uo0djijlJOEVJi2nOkP/4IpoNDKVsLnTaDS5rbxyGlM8iDZbx4+71VJko1sHYClTiZc6FZxtaX1v4ok/j980cjSitJOEV5ismKR09l5UBzdJdYbSI6daw7azsdzNlG4NomDrT0ZxLT6Ncg7WMtFEKZbTrWHN8ZsPnHlViMclCa8wWauP3UCnQBP/cvh7OBo7HGEg9Su64uduz92sbHZItwZRAEVR+HbnZQBGtgrAwcbKyBGJ4tKtnjc2VhZcik3hXHSKscMRpZgkvMIkKYqSW59xYONKRo5GGJJGo6FXfbVVZ90JOY0p8ttxPpZz0ck42lgyopW/scMRxcjFzpqOtSoAsE4mpRHFSBJeYZJO30ziQkwKNlYWuaWsROmR061h+7lY0jJlalGRV07r7jPNK+PmIDMrlnb9Gqpd1tadiEYnvRpEMZGEV5iklfdq73YJ9MLV3trI0QhDq+vrgr+HA+lZOrafk24N4h+HIuI5FHEHG0sLmWiijHiitidOtlbcTEwnItnY0YjSShJeYXKysnWsCZOphEszjeafSSg2yGlMcZ95Oy4BMLBxRbxc7IwcjSgJdtaWdA30AuDoLUlLRPGQV5YwObsvxHE7NZPyTja0rVHB2OGIYtKrvnRrEHmduZnEjvNxWGjgxXbVjB2OKEF9G6r9+o/d1qDN1hk5GlEaScIrTE5Od4a+QRWxtpSXaGkl3RrEv327S+2727O+D1XKS2WWsqR19fKUc7AmRash9Eq8scMRpZBkE8KkJKZlseVsDKCe0hSll1qtQW3lXS+TUJR54bdSWX+vasfLHaR1t6yxtrSgRz21W8OGUzFGjkaURpLwCpOy/mQUmVodtb2dCfRxMXY4opjl9OPdcT6W1Azp1lCWfbXtIjoFOtaqQF1fV2OHI4ygZz11+ugtZ2PIkm4NwsAk4RUmZeW92rsDGslUwmVBXV8Xqki3hjLvclwKq+8NVJ3QuaaRoxHG0sS/HM7WCol3tfx96ZaxwxGljCS8wmRE3Erl8NU7WGj+qcsoSjep1iDgn9bdTrU9CfJzM3Y4wkgsLTQEuauFeKWbkzA0SXiFyVh5TG3haVOjgpQjKkN63TcJhXRrKHsuxaaw9rjad1dad0VDDzXh3XwmhkytdGsQhqNXwqvVapk2bRqRkZHFFY8oo3Q6Jbc7g9TeLVsCfdRuDRla6dZQFs2917rbuY4X9StJ392yrpqLQnknGxLvZvH3ZenWIAxHr4TXysqKzz77jOzs7OKKR5RRByPiuX7nLk62VnQN9DZ2OKIEaTSa3FZeOY1ZtlyKTebPEzmtuzWMHI0wBRYa6HZvEgr5PBCGpHeXhs6dO7Nz585iCEWUZcsPqWcNejfwwd7G0sjRiJIm1RrKpi+2XEBRoGugF/UqSuuuUOWUJ9t8Olq6NQiDsdL3Dj169GDy5MmcOnWKxo0b4+iYtzh43759DRacKBuS0rPYcEr9JT+kqZ+RoxHGkNOtIeJ2GtvOxdI3yNfYIYliFhaZwIaT0Wg0MKmr9N0V/2jiX44KzrbEJWfw96VbdKztaeyQRCmgd8L78ssvA/DFF1/ku02j0Uh3B6G3tWE3Sc/SUcPTiWAZoV0m5XRr+GbHZTaciJKEt5RTFIVPNp4FYEBwJWp7S81t8Q9LCw096nmzOPQq609GScIrDELvLg06na7QiyS74lEsP6x2Zxja1E9q75Zh0q2h7Nh1IY79V+KxsbKQ1l1RoJxZGKVbg3nZfj6OS4nGjqJgj1WWLD093VBxiDLqbFQSJ64nYm2p4clgqc5QlgX6uBBQ3pEMrY5tUq2h1NLpFD7ZeA6AES39qehmb+SIhClqUsWdCs62JKXLJBTmIj41k3dXnuKrM1bsOB9n7HDy0Tvhzc7OZvr06VSsWBEnJyeuXLkCwPvvv8+CBQsMHqAo3ZbdG6zWuY4XHk62Ro5GGJM6CYVaoWP9vZH7ovRZc/wG56KTcbaz4pUO1Y0djjBRlhaa3KmG10m1BrPw0foz3EnLwsdeoXU1D2OHk4/eCe///vc/QkJCmDlzJjY2NrnL69evz/z58w0anCjdMrTZudOJymA1AdCrvtp3d+f5OFKkW0Opk56Vzed/XQDg5Q7VKOdo85B7iLKsVwP182DzmWgytNJl0pTtvhDHyqM30GjgqWrZ2FiZ3rxmeke0ePFifvjhB5599lksLf8pH9WgQQPOnTtn0OBE6bb5dAwJaVn4uNrRrkYFY4cjTEAdH+d/ujWcjTF2OMLAfth9hRsJd/FxtWNUqwBjhyNMXBP/cng625Is3RpMWlqmlvdWnQRgWPPKVHE2ckCF0DvhvXHjBtWr5z8NpdPpyMrKMkhQomzIGaw2qHElLC1ksJq4V63h3mCVDSflNGZpcjPhLvN2XgJgcs86Um9bPJSFhSZ3MKt0azBdX269yPU7d/F1tWNiZ9PtpqR3wlu3bl327NmTb/nvv/9OcHCwQYISpd/1O2nsvfeLfXBj6c4g/vFPtQbp1lCazNh4jvQsHc2quNPn3sx6QjxMzufBljMx0q3BBJ25mcT8veEATO9fDydbvavdlhi9I5syZQrDhg3jxo0b6HQ6Vq5cyfnz51m8eDHr1q0rjhhFKfT74esoCrSq5kFlDwdjhyNMSB0fZ6qWd+TKrVS2nY2hX0Op3mHuDobH8+fxm2g08EGfQCk/KIosp1tDbHIGey/eolMdL2OHJO7J1ilMXnWSbJ1Cz/redKrjZdJn+vVu4e3Tpw/Lli1jw4YNaDQaPvjgA86ePcuff/5Jly5diiNGUcpos3W51RmGymA18S9qtQa1VWe9nMY0e9k6hWl/ngbgqaaVZQphoZf7uzWsl25OJmXJgascj0zA2daKKX3qGjuch3qkYXTdunVj165dpKSkkJaWxt69e+natauhYxOl1NazsUQnpePuaEP3e2VnhLhfr3unvHdekG4N5u7XA1c5fTMJZzsr3pRJJsQjyPk82HJaujWYipikdGZuOg/A291r4eViZ+SIHu6R60YcPnyYn3/+mV9++YUjR4480jZ2795Nnz598PX1RaPRsHr16geuv3LlSrp06UKFChVwcXGhZcuW/PXXX3nWCQkJQaPR5LvIJBmmY8mBqwAMaeKHrZUMXBH51fZWuzVkSrUGsxadmM6n974U3+pWS2pti0fSuHI5vFxsSc7QsueCVGswBVPXniYlQ0tDPzeeae5v7HCKRO+E9/r167Rt25ZmzZoxfvx4xo0bR9OmTWnTpg2RkZF6bSs1NZWgoCC+/vrrIq2/e/duunTpwoYNGzhy5AgdO3akT58+HDt2LM96Li4uREVF5bnY2Zn+r4+yIPxWKnsu3kKjgWebVzZ2OMJEaTSa3FYd6dZgvqasPUVKhpbgym48ayZfisL0WFho6FFPqreYiq1nYth4KhpLCw0zBtQ3mypLeg9aGz16NFlZWZw9e5ZatWoBcP78eUaPHs2YMWPYvHlzkbfVo0cPevToUeT158yZk+f6xx9/zJo1a/jzzz/zVIjQaDR4e8upclO0ZL/autuhZgX83GWwmihcz/o+fLX9EjsvxJGcnoWznbWxQxJ62HQqmr9Ox2BlZl+KwjT1auBDyL6I3GoNcnbQOFIztExZq/bJH9s2gDo+LkaOqOj0Tnj37NnDvn37cpNdgFq1avHVV1/RunVrgwb3MDqdjuTkZNzd3fMsT0lJwd/fn+zsbBo2bMj06dMfWDItIyODjIyM3OtJSUkAZGVllciIw5x9mPLoRkNIz8rm9yPqWYCnm1YqVY+3rBzDklTNw46q5R24ciuNzaei6BtUvKWs5BgaTnK6lilrTgHwfJsqVPOwl89S8VAPOn4NfJzwcrYlJjmDHWej6VTbs6TDE8Csv85zI+EuldzseKVdlXzHqqTfg/rsR++Et3LlygXuQKvVUrFiyZYPmjVrFqmpqQwZMiR3We3atQkJCaF+/fokJSXx5Zdf0rp1a44fP06NGjUK3M6MGTOYNm1avuWbN2/GwaHkWiG3bNlSYvsyhgOxGhLvWuJuq5B66RAbLhs7IsMr7cewpFW3teAKFoRsO47VjWMPv4MByDF8fMuvWBCTbEF5O4Wq6RfZsOFiie5fjqF5K+z41XJUX1cL/jpKxhVdCUclrqfCohOWgIZe3qns3Fr4Gf2Seg+mpaUVeV2NoiiKPhtfs2YNH3/8Md988w2NGzdGo9Fw+PBhXn/9dd555x369++vb7xqIBoNq1atKvL9ly5dytixY1mzZg2dO3cudD2dTkejRo1o164dc+fOLXCdglp4/fz8uHXrFi4uxd9cn5WVxZYtW+jSpQvW1qX3tO3A7/Zz4kYSb3apwYvtSte0omXlGJa089HJ9P4mFBsrC/a/0wFnu+Irai7H0DB2X7zFmMVHAfh5VBNaVHV/yD0MR46heXvY8Tty9Q5PzT+Ek60V+9/tgK3VI4+7F3rK1ikM/uEAJ28k0aueN3OGNihwvZJ+DyYlJVG+fHkSExMfmq8V6dujXLlyeQqFp6am0rx5c6ys1LtrtVqsrKwYPXr0Iye8+li2bBljxozh999/f2CyC2BhYUHTpk25eLHwFgZbW1tsbfOPHra2ti7RD82S3l9JOnbtDiduJGFtqeGp5v6l9nGW5mNoDHUrlaNqBUeuxKWy+1I8/YOL/yySHMNHdyc1k8mr1P59I1tVoW0t40wSIMfQvBV2/JpVrYC3ix3RSensD0+gc6BMQlFSlh+4yskbSWrN3b51H/r+Kqn3oD77KFLC++/BYsa0dOlSRo8ezdKlS+nVq9dD11cUhbCwMOrXr18C0YnCLLg39WDfoIqUl9JEoog0Gg296/swd/sl1p2IKpGEVzwaRVH47+pTxCZnUK2CI+/2qG3skEQpY2GhoUd9bxb9HcGGk1GS8JaQO6mZfPaXWl5wUteaeJpBzd2CFCnhHTFiRLHsPCUlhUuXLuVeDw8PJywsDHd3dypXrszkyZO5ceMGixcvBtRkd/jw4Xz55Ze0aNGC6OhoAOzt7XF1VWfvmTZtGi1atKBGjRokJSUxd+5cwsLC+Oabb4rlMYiHu5Fwl42n1GM1pk3p6sogil/PBmrCu/tCHEnpWbhItQaTtCbsJutPRmFloWH20IbYWcsoemF4ver7sOhvqdZQkj7bfJ6EtCxqezszrIX5lhd85A4wsbGxnDp1ihMnTuS56OPw4cMEBwfnVlCYNGkSwcHBfPDBBwBERUVx7dq13PW///57tFotr776Kj4+PrmX8ePH566TkJDACy+8QJ06dejatSs3btxg9+7dNGvW7FEfqnhMP+2LIFun0Lq6B4G+5lPCRJiGWl7OVPd0IjNbx1/3fjgJ0xIZn8b796oyjOtUgwaV3IwbkCi1GlUuh7eLnUxCUUJOXE9g6UE1D/uwXz2sLM2337TeI0COHDnCiBEjOHv2LP8e76bRaMjOLvq0fx06dMi3jfuFhITkub5z586HbnP27NnMnj27yDGI4pWSoWXpAfXNIq274lFoNBr6N/Tl880XWB12g8FN/IwdkrhPhjabV389SnK6OsHEKx2qGTskUYrd361hvXRrKFY6ncIHa06jKNC/oS/NAkpuAGpx0DtVHzVqFDVr1mTfvn1cuXKF8PDw3MuVK1eKI0Zhxn4/HElyhpaqFRzpUFPqJopH06+h2nd33+XbxCTJNOGm5OP1ZzlxPRE3B2u+fqaRWbcACfPQq75ak3vrmRjSs4reyCb08/uRSMIiE3CyteK9nnWMHc5j07uFNzw8nJUrV1K9evXiiEeUItk6hYV/q4PVxrQJwEJmWhKPyM/dgSb+5Th89Q5rw27yfLuqxg5JAOtO3OSnUHX2xNlDGlLRzd7IEYmyIKdbQ3RSOnsu3qKLtPIaXEJaJp9uUgeqTehcw2wHqt1P75/inTp14vjx48URiyhltpyJJjL+Lm4O1gwIrmTscISZy6nQsDrshpEjEQBX4lJ4d8VJAF7uUI2OMvOVKCE53RoANpyMMnI0pdOszReIT82kppcTI1pVMXY4BqF3C+/8+fMZMWIEp06dol69evlqoPXt29dgwQnzpSgK3+xQp1Ib1sIfexsZSSseT6/6Pkxde5rTN5O4EJNMTS9nY4dUZiXezWLs4sOkZGhpVsWdN7rUNHZIoozp3UCt1pDTrUGqghjOqRuJLDmgnrmZ1rce1qWkm5LeCe++ffvYu3cvGzduzHebvoPWROm180IcJ28kYm9tyajWMlhNPL5yjjZ0qOXJ1rMxrD52g7e7S51XY9Bm63h96TGuxKXi42rH188GS79dUeKC/aRbQ3FQFIXp686gU6BPkC8tq3kYOySD0ftTaty4cQwbNoyoqCh0Ol2eiyS7AtQ3zFfb1JntnmtRGXdHGyNHJEqL/sG+gFrzVafTa1Z0YSAzNp5j94U47K0t+XF4Ezydzb9vnzA/FhYaet4bvCbdGgxn29lYDoTHY2tlweRSNnmM3gnv7du3mThxIl5e8mtKFCz08m2OXkvAxspCBhcJg+pcxwsnWytuJNzl8NU7xg6nzFl26FrurImzhgRRr6KrkSMSZVmvBmo/3i1SrcEgtNk6Zmw8C8DoNgH4lrJBqHonvAMGDGDHjh3FEYsoJb7ars6e93RTP2n9EQZlZ21Jj3rql5wMXitZO8/H8p9V6uQSEzrXyG1dE8JYgv3K4eNqR0qGlj0XZRKKx7XscCSX41Jxd7Th5VJYT1vvPrw1a9Zk8uTJ7N27l/r16+cbtDZu3DiDBSfMz+GIeEKv3MbaUsOL7UvfG0YYX//givx+5DrrT0QxtU9dbKyk/2hxOx6ZwCtLjqLVKfRv6Mu4J2oYOyQh1GoN9XxY+Hc4G05GmU4/3pwJtTTmU4ozJUPL7C1qV8RxT1QvlVO4P1KVBicnJ3bt2sWuXbvy3KbRaCThLeO+vNd3d1DjSqXudIgwDS2qeuDlYktMUgY7z8fSta63sUMq1SJupTI65BBpmdm0rVGemYOCpKa2MBm9Gniz8O/w3G4NRqnWkJECp1fBhU0QdRySo0CXDQ4e4FkHAtpD/YHgbrpd/H7YfYVbKRlU8XDgmeb+xg6nWDzSxBNCFCT08m32XLyFlYWGl6R1VxQTSwsNfYN8+XFPOCuP3pCEtxjFJqUzYtFBbqdmUq+iC98+11ha1IVJyenWEJVohGoNmamw7ysI/QYykvLfnnYLIvaolx0fQWB/6PQBeJjW92NMUjo/7lZnyn2ne+1S+x4vnY9KlDhFUfh00zkAnmrmh7+Ho5EjEqXZwMbqRCbbzsVwOyXDyNGUTrdTMnh2/gGu3k7Dz92ehSOb4mSrdxuJEMUqp1sDwPoTN0tux1HH4bu2sHOGmuy6V4OO/4GRG2DiGXjjAry4G3rPhmqdAA2cWQ1fN4XN74M2s+RifYgvNl/gblY2jf3L0b1e6W1A0PvTa/To0Q+8feHChY8cjDBfm8/EEBaZgL21pfTvE8WutrcLDSq5cuJ6IquO3WBsW9M9VWiOEtIyeW7BQS7GpuDtYsevY1vIAFRhsno1UPvxbj0bWzLdGg7Nh02TITsTnH2h20cQ+CRY/KsN0dkLfIKgyWiIPgXbPoSLf8G+uWqr76CFRu/mcD46md+PRALwXs/aaMyo37G+9G7hvXPnTp5LbGws27dvZ+XKlSQkJBRDiMLUabN1fPaXOuf26DZVSsWc28L0DWniB8Dyw5EoitTkNZSk9CyGLzzI2agkyjvZ8uvzzfFzdzB2WEIUKtjPjYpu9qRkaNl5PrZ4d7b7M1j/hprs1uoJL/8N9QbmT3b/zbsePLscnvoV7Nzg5jH4oQNcO1C88T7EjI1n0SnQo543jf3djRpLcdO7hXfVqlX5lul0Ol555RWqVpVWlrJo6aFILsWm4OZgzQvtTKtvkii9+gT5Mn3dGS7EpHD8eiIN/dyMHZLZS83QMmrRIU5cT8Td0YZfn29O1QpOxg5LiAeysNDQO8iH73ddYU3YTbrXK4aSeYqidl/Y9al6vcN70P5t/Ssx1O6lJsnLR8CNw7C4Hwz9BWp0NnzMD/H3pVvsPB+HlYWmTMxcaZA+vBYWFkycOJHZs2cbYnPCjCSkZfLFZrV1d1KXmrjal75SJsI0udpb59aCXX440sjRmL/k9CxGLTrEkat3cLGz4ucxzajp5WzssIQokn5BFQHYdi6WpPQsw+/g0Px/kt0uH0KHdx697JhrJRixFqp3Bu1dWDoULmw2XKxFoNMpfLxBnWTiuRb+BJQv/eNuDDZo7fLly2i1WkNtTpiJOVsvcicti5peTjzTrLKxwxFlzOAm6uC1P8NucjdTZlp6VAlpmTw3/wAHI+JxtrNi8Zjm1PWVWdSE+ajj40wNTycytTr+OhVt2I1f2Qkb31H/7/QBtB7/+Nu0cYSnlkLdAaDTwvLhEHnw8bdbRKvDbnD6ZhLOtlaM61Q2xt3o3aVh0qRJea4rikJUVBTr169nxIgRBgtMmL7z0cn8vP8qAB/0rouVpRT9ECWrRYAHfu72RMbfZeOpKAY0qmTskMzOrZQMnpt/gHPRyZRzsObnMc1lymBhdjQaDf0a+vL55gusPX6Twff6+D+2+Ctq9wMlGxo8BW0mPfw+RWVlAwN+gIxkuLQFlgyG0X+BZ/F2L0jPyubze+NuXu5YDXdHm2Ldn6nQO0M5duxYnsuJEycAmDVrFnPmzDF0fMJE6XQK7606SbZOoUugF21qlDd2SKIMsrDQMKTxP4PXhH6iE9MZ8n0o56KTqeBsy7IXW0qyK8xW33vdGv6+dIvY5PTH32C2FlaMhfQEqNgE+nxp+NnTLK1hyE9Qqam6n6VPwd07ht3Hvyz6O4Kbien4utoxunVAse7LlOjdwrtjx47iiEOYmV8PXuPI1Ts42lgyrW9dY4cjyrCBjSvxxdYL7L8Sz+W4FKrJIKsiiYxP45n5+4mMv0tFN3uWjG1OlTLQj0+UXpU9HAiu7MaxawmsPxHFqMdN5vbMghtHwNZVTUqti6kCkY0jPL1MrdpwJxxWPA/PLAMLw5dXi0/NZN6OSwC80bWWcWamMxI5By30FpOUzqcb1Ukm3uxWS6YQFkbl62ZPp9qeAPxyr4uNeLDLcSkM/i6UyPi7VPFwYNmLLSTZFaVCvyBfANaEPeYkFDeO/DNIrdcsdaBZcXL0gKd+ASt7tXvDzhnFspu52y6SnKEl0MeFJ4MrFss+TJXeCW9MTAzDhg3D19cXKysrLC0t81xE6aYoCu+tPElyhpaGfm4Mb1nF2CEJwbB7r8M/jlwnLVMGzz7I2agkhn4fSnRSOjU8nVj+YksqlZM6u6J06NXAFwsNhEUmcPV26qNtJDsL1rym9tutOwDqDzJskIXxCYK+X6n/7/4cruwy6OYjbqXmNgq817MOFhald5KJgujdpWHkyJFcu3aN999/Hx8fn1I9K4fIb8mBa2w7F4uNlQWfDmyAZRl7wwjT1LZ6eap4OBBxO43Vx27yTHOpGFKQ45EJDF94kMS7WdT1deHnMc3LzIAVUTZUcLaldfXy7Ll4i7VhN3n9USoQHPwRYs+AvbvauluSeU6DweosbEd/glUvwsv7wMEwE0LM/OscWp1C+5oVyuS4G70T3r1797Jnzx4aNmxYDOEIU3Y5LoWP1p8B4J3utanlLTU6hWmwsNDwXAt/Plp/lsWhETzdzK/4foynJ8H1g3D7svq/Nh2cPMHFF3wagpuBRocb2MHweEaHHCIlQ0ujym4sGtVM6maLUqlfw4rsuXiL1WE3eO2J6vp9FiRHw46P1f87TzFYsqmX7jPgWijcuqC2ND+15LGT7iNX77DhZDQWGpjcs/RPMlEQvRNePz8/mcazDErPymbc0mOkZ+loU708o1pVMXZIQuQxuLEfn28+z7noZA5fvUPTKgb8ospKh9Mr4fAidXYkRVf4uu5VoUY3aDwCPOsYLobHsOdiHM8vPkx6lo6WVT2YP6IJjrZ6f/wLYRa61fXivVUWXI5L5UxUkn41pTe/D5nJULExBA8vviAfxMYRBi6A+Z3g/Ho4sRyChj7y5hTln0kmBjWuRG1vF0NFalb07sM7Z84c3n33XSIiIoohHGGKFEXhv6tPcfpmEuUcrPl8cFCZ6/sjTJ+rgzX9G6qDMBaHGmjwmk6nJrmz68Lql9WWXUUH5apAnb7QaDg0fV793ycINJZq3c4D38K8FrCwO1zerk5LaiRbzsQwJkRNdjvWqsCiUU0l2RWlmrOdNZ3rqANZVx+7UfQ73jgKJ5cDGuj5OVgYcVy/TwN16mKATe9ASuwjb+qv09EcuXoHO2sLJnWpZaAAzY/en3pDhw4lLS2NatWq4eDggLV13lNi8fHxBgtOmIYlB67xx5HrWGjg62ca4e1aTKVZhHhMw1r689uhSDadiiI2uQ6ezo/xWo27AGteVZNcAJdK0HQ0BD2tdl8oSHoiROyFsF/h/Eb1tOTPT0KVttDtY/VLrAT9efwmE5aFka1T6FHPmy+fCsbGSorziNKvf8OKbDgZzeqwm7zTvXbRJkbaNk3922AoVGxUvAEWResJcGYNRJ+EDW+ppdH0lJWt49NN6iQTz7etWqa/v/VOeGVyibJl78VbTPvzNKD2221dvex1dBfmo66vK439y3Hk6h1+2X+NSV1qPtqGzm9SC85nJoONE3R8D5q9CJYP+ci0c4XavdRLUhT8/SUcXqAOQvmhA7R8BTpMVk9ZFrPfD0fy9ooTKAoMCK7IzEENZDZEUWZ0rO2Jh6MNcckZ7Ll4i473ShcW6vIOdQphC2v1/W4KLK2h3zfwQ0c4sxrOrIXAvnpt4tcD1wi/lUp5JxtebF+teOI0E3onvDJ9cNlx6kYiL/58mKxshb5BvrzQrqqxQxLioUa3DuDI1Tv8HBrBy+2rYW+jX7lEi/3fwLapgAL+rWHAj+D6CPUqXXygxyfQ8lXY/F/1C2vfV3BuAwxaAL7B+m+ziJYcuMp/Vp0C4JnmlfmoXz3phiTKFGtLC/o1rMjCv8P548j1Bye8igJbp6r/Nx0D5fxLJMYi8QmCNhPUSTDWvwFV2hR5IF1SehZfbrsIwPjONXEq412Z5Oe+KFDErVRGhRwiNTObllU9+GxwAylBJ8xC93reVHZ34E5aFr8f0W+64eox67HcNgVQoMkYGL7m0ZLd+7n5qacin1kOLhUh/jLM76Imv8XQt3fh3vDcZHdU6yr8r78ku6JsGtRYnSxiy5kYEtIyC1/x3HqIClPP5rR9s2SC00e7t6F8LUiN/afbRRF8t/My8amZVK3gyFNNTbN6TEmShFfkcyk2hSHfhxKXnEFtb2e+H94YWyuZVESYB0sLDWPbqlOKzt8TTrauaEmlxYFvqXtzmXrlif9C7y/UU4qGUrMbvLQX6vQBXZba6rtiDGSmGWwX3+68zIfr1NKBL7Wvxge9A+WHqiizAn1dCPRxITNbx5/HC5l5TVFgz+fq/81eAKcKJRdgUVnbQZ856v9HflIH1z3EzYS7LNgbDsC73WtjLd2ZJOEVeZ2NSuKpH0KJTc6glpczP49pjoud1OoU5mVwYz/KOVhzLT6NTaeiH36HUyux3Po+ANlt34J2bxVPYA7uMOTneyPAreDUCljYDRL0a4n+N0VRmLP1Ap9uUqf8Ht+pBu90ryXJrijzclp5/zhyveAVLm+Dm8fUKX1bvlqCkenJv5U6mA5F7dqge0BpRODzzefJ0OpoVsWdLoFeJROjiZOEV+TadjaGQd/u41ZKJoE+Lix9oQUVnG2NHZYQerO3scydbnjezksPrh0edQJWvwLA5Qrd0LV9u3iD02ig2fMwfC04lIfoE+qAtshDj7Q5RVGY+dd55mxV++q93b0WE7vUlGRXCKB/cEWsLTUcv57IhZjk/CvsnqX+bTIaHE18UHaX6WDrAjePwrHFha52+mYiq+6VY3uvVx35LLhHEl5Btk7hmx2XGLv4MKmZ2bSo6s7S51vIlKPCrI1sVQUHG0tO30xi69lCalim3oLfngHtXXRVn+BUxadLbhrRKq3hhZ3g3QDSbsFPfeDCX3ptQlEUPlx3hm93Xgbg/d6BvNKhejEEK4R5cne04Yl7A9ZW/LuVN+JvuLYPLG2g1etGiE5Pzl5qlReArdMgLX8ZWEVRmLHhHIoCfYJ8aejnVrIxmjC9E97U1FTef/99WrVqRfXq1alatWqeizAvNxLu8uz8/Xz213kURR3R/fOY5rg6SDcGYd7cHW0Yfq+V98ttF/K38ioKrH0dEiPBvRrZ/X8ATQm3Abj5wehNUL0LaO/C0qfh2JIi3VWnU/jP6lMs+jsCgI/612NMm4BiDFYI8zSosTpga8XRG2Rl39cVYN9X6t+Gz6pVVcxBsxfAMxDuxsO2D/PdvOtCHHsv3cLG0oK3u5XdSSYKoneNirFjx7Jr1y6GDRuGj4+PNJWbqUytjp/2RfDltoukZGhxsLHkg96BDG3qJ8dUlBrPtw1gcWgEp24ksf1cLJ3q3NeX7ehiOL9Bbd0Z8hPYuxknSBtHeHoprB0Hx3+FNa9ASgy0mVhoa3O2TuGdFSf448h1NBr4dGADhjSRUdhCFKRDrQpUcLYlLjmDLWdi6FnfB25dggsb1RVavmbcAPVhaaWOAQjpCUd/UrtHedUF1M+FGRvUfvzDW/rj5+5gzEhNjt4J78aNG1m/fj2tW7cujnhEMdNm61h3Ioq52y9yJS4VgODKbnwxpCEB5Yu/GL4QJcnDyZZhLf35ftcV5my9yBO1PdUfdLcvw6Z7pwaf+C9414esLOMFamkN/eeBkyf8PUctPZQap87O9q+kNytbxxvLj7P2+E0sLTR8MSSIfg0fs3SaEKWYtaUFTzX146vtl1hy4Kqa8O6fp95YsweUN7NuQFVaQ2A/dRa2v/4Dw1aBRsOKI9c5H5OMi50Vrz1hZo+pBOh9/q5cuXK4uxet6PHD7N69mz59+uDr64tGo2H16tUPvc+uXbto3LgxdnZ2VK1ale+++y7fOitWrCAwMBBbW1sCAwNZtWqVQeI1Z7FJ6fyw+zIdZ+1kwrIwrsSpM6/MHNiAFS+1kmRXlFovtK2Ko40lJ28ksv5klNqV4c/xkJUK/m1Mp3VHo4Eu06DbDPX6/nmwbkKe0diZWh2v/3qMtcdvYm2p4eungyXZFaIInmpWGQsN/H3pNhGRker036DOfmiOOk9Vz05d2QGXtpKWqWXWFnUK4defqIGbg4zB+Te9E97p06fzwQcfkJb2+LUjU1NTCQoK4uuvvy7S+uHh4fTs2ZO2bdty7Ngx3nvvPcaNG8eKFSty1wkNDWXo0KEMGzaM48ePM2zYMIYMGcKBAwceO15zkq1TOB+dzPw9V3h2/n5afrKdjzecIzL+Lu6ONrzZtSbb3+zAkKZ+UpRelGoeTra80E6dUnPmpvNojy1Vp/q1sof+34CFidWYbvkK9P9W7U98JETt4pCtJT0rm5d+OcKm09HYWFrw3XON6VHfTPodCmFkFd3s6VhLHbwWvulrtc+8d32o0tbIkT0i96rQ/EX1/7/+w8LdF4lJyqBSOXuGtzKhmeJMiN5dGmbNmsXly5fx8vKiSpUqWFvnHdx09OjDCyLn6NGjBz169Cjy+t999x2VK1dmzpw5ANSpU4fDhw/z+eefM3DgQADmzJlDly5dmDxZPV05efJkdu3axZw5c1i6dGmR92XqdDqF1EwtqRnZ3ErJ4GbCXW4m3CXidhqnbyZy+mYSaZnZee7TqLIbgxr78WRwRb2nWxXCnD3fLoBfDlwlIT6WrI3vqR987d+CclWMHFkhGj6jtt6sfAGOL0Wbmc5Lyc+z81ICdtYW/DCsCe1qmmCBfCFM2LMtKrPzXBR1bvyuLmjxaslVZSkObd9UB7neOs/t3T8CnXirWy2ZKKoQeie8/fv3L4YwiiY0NJSuXbvmWdatWzcWLFhAVlYW1tbWhIaGMnHixHzr5CTJBcnIyCAjIyP3elJSEgBZWVlklUC/vgOL/0O9yPVcO/4BOjQoaNBhgQ4NOkVz3zIN2ViQorMlQWdHimJPCg4kKI7cVMpzXSnPDaU8MZQDNNhbWxBc2Y0ONSvQsVZ5qnjkdFvQkZX14KLVQj85r5OSeL0I/VlrYPwT1VDWf4t91h207jVQmr6Up9+uyR3D2v3QDLDCctVYrM6u4unsSI7ZTOCb55rQPMDNdOI0ISZ3DIVeivv4tQooxwCnM3hrb5Nh7YZFrd7G7bv/uKwcsWj3DpZ/vcNrmuWc9e1K9zoVjPr6L+n3oD770TvhnTJlir53MZjo6Gi8vPLOGOLl5YVWq+XWrVv4+PgUuk50dOGzLc2YMYNp0/LPT71582YcHIp/lKNjzCWqcR2KmoNqgAf8gEu1cCLergppTgHE29bkdnxtzhyw5YwhghUPtGXLFmOHIArhlXadJ6y2AfBJxmDq/7W1wPVM6RimaTWEMYEPlTl0szxMTYeZnDo9jg1npX/eg5jSMRT6K87jN8JiAwCrsltjv3l7se2npESlVKCzzpfqFjd5Q7eYTZsyHn6nElBS70F9utfqnfDmOHLkCGfPnkWj0RAYGEhwcPCjbkov/y6ZlVNb8/7lBa3zoFJbkydPZtKkSbnXk5KS8PPzo2vXrri4uBgi7AcKD/Bi2b4m1KpZAysLzb32XQWL3LbenP8VLMjGTsnAXpeKrS4NK20qmtQ4SLqBJukGJN3AUZeCY9opSDsFsaBY2aFUaYeuwVCUGt3BSmZPM7SsrCy2bNlCly5d8nXzEabBctkzWKCwMbspC+Lr8XuD5gRVcs293dSO4Z20TEb/dJRTacHcsXuH7yw/JyDtBP6JP5E9+Be1nJnIw9SOodBPsR+/hGtYHTsBwHd3n+CrRm2p7e1s+P2UEEVRGBlyhAPaZ1lk8xlNkregbTnNqF21Svo9mHNGvij0TnhjY2N56qmn2LlzJ25ubiiKQmJiIh07duS3336jQoXi61fm7e2dr6U2NjYWKysrPDw8HrjOv1t972dra4utbf4k0NraukQOWECdxpwNj6Fu256Pvz9tBsSchqgwuHEULu9Ak3QdzaXNWFzaDPbloMkYaPGy6U+jaIZK6jUj9BS+By5tBo0lx2qMRzkDU9edZc2rbbD816BNUziGt1IyGL7oCOeik/FwtGHCmBexyGwFvw7BImIPFsuegmeWg13x/yA3R6ZwDMWjK7bjd2IJoHDWoQkR6T78fCCSmYOCDL+fErL9XAz7rsRjY9mIdL922EXuxnrXxzB4kbFDK7H3oD770LtKw+uvv05SUhKnT58mPj6eO3fucOrUKZKSkhg3bpy+m9NLy5Yt8zWTb968mSZNmuQ+6MLWadWqVbHGZjKsbKFiI3Ve8H5fw8RT8HKo2rndpSLcvQN7PofZ9WDrVMhIMXbEQhQvRYEtH6j/NxnF8092xcXOilM3kli4N9y4sRXgZsJdhn4fyrnoZCo42/LbCy0I9HVRa28OWw22rnAtFH7ur76fhRAPp82Eoz8DYNN8DACrw24Sl2waXQD0lZWt43/rzwIwqk0Adj3/B2jg9Eq4fsS4wZkovRPeTZs28e2331KnTp3cZYGBgXzzzTds3LhRr22lpKQQFhZGWFgYoJYdCwsL49q1a4Da1WD48OG567/00ktcvXqVSZMmcfbsWRYuXMiCBQt48803c9cZP348mzdv5tNPP+XcuXN8+umnbN26lQkTJuj7UEsHjQa8AqHT+zDhJAz5GXyD1ZIse2fDV43h5B/GjlKI4nNuPdw8CjZO0P4dKjjbMrmn+vn12V/nORdd9FNixe1iTDIDv93H5bhUfFztWP5iS2p43XfK1a8pjFijnqm5cQR+6gtp8cYLWAhzcX49pMaCkzdVWw+ioZ8bmVodv+y/auzIHsnSg9e4HJeKu6MNr3asDj4NIOgp9cbN/1V/6Is89E54dTpdgU3I1tbW6HT6jfw/fPgwwcHBuf1/J02aRHBwMB98oLbGREVF5Sa/AAEBAWzYsIGdO3fSsGFDpk+fzty5c3NLkgG0atWK3377jUWLFtGgQQNCQkJYtmwZzZs31/ehlj4WlhDYF57fAU/9qvbzSYmGFWPgjzHSWiRKH0WBXZ+o/zd/UZ3JDHiqqR+danuSma1jwm9hZGizH7CRknHkajyDvgslKjGdahUc+ePlQiaE8Q2GEevAoTxEn4CQXpASW/IBC2FODi9U/zYajsbKhjFtAgD4Zf9V0rOM//7XR+LdLGZvuQDAxC41cbG7l5M98V+wsoNr+9Rp00Ueeie8TzzxBOPHj+fmzZu5y27cuMHEiRPp1KmTXtvq0KEDiqLku4SEhAAQEhLCzp0789ynffv2HD16lIyMDMLDw3nppZfybXfQoEGcO3eOzMxMzp49y4ABA/R9mKWbRgO1e8ErB6D9u6CxhFN/wLdt4GaYsaMTwnDOb4Dok2rr7n0zqmk0Gj4Z2AAPRxvORSfzycZzRgwStpyJ4ZkfD5B4N4vgym788VIrKrrZF34H73owagM4eUPsGVjUE5JuFr6+EGXZ7csQvludzKWReta4Rz1vKrrZczs1k9XHbhg5QP3M3nKBO2lZ1PB04ummfv/c4FoJWtybOW7LFMg245JrxUDvhPfrr78mOTmZKlWqUK1aNapXr05AQADJycl89dVXxRGjKC7WdtBxMozZrM7aknQdFnZX5+cWwtwpCuy817rb7AVwyDslegVnWz4d2ACARX9HsOqYcRLGJQeu8uLPh8nQ6uhU25Nfx7agnGMRyo5VqKUmvS6V4PZFNelNuPbw+wlR1uRMI1ytE7ipCaKVpQUjW1UB4PvdV8jWmUcXgNM3E1kcGgHA1L51sbL8VxrXZgI4eKifCUd/KvH4TJneCa+fnx9Hjx5l/fr1TJgwgXHjxrFhwwaOHDlCpUqViiNGUdwqNYEXdqofBtq7sHw47P/W2FEJ8Xgu/KWe8rd2zNO6e7/OgV6Me6I6AP9de4aI5JILL1Or4z+rTvKfVafQKTC4cSW+H9ZYv1kQPaqpSa+bP9wJV5Pe+CvFF7QQ5kaXDcfvzbIa/Gyem55uXhk3B2vCb6Wy/mSUEYLTj06nMGXNaXQK9GrgQ+vqBVRasnNVz9yC+oM/owQ/1Eyc3glvji5duvD6668zbtw4OnfubMiYhDHYuapljprdm5t707uwd45RQxLisfz9pfq36Rhw9Ch0tQmda9Il0ItMrY4fz1tyOS612EO7lZLBc/MPsOTANTQaeKtbLWYOapC/taYoyvnDqI3gUR0SI9Wk99ZFwwcthDkK3w1JN8DODWr2yHOTk60Vo1qpfXm/2X4JnYm38q48doPDV+/gYGPJf3vVKXzFJqPAvRqkxv3zOSiKVod37ty5vPDCC9jZ2TF37twHrlvcpclEMbK0gh6fqsnv7pmwdQqgQJuJD72rECbl+mF14IaF9T992gphYaFh9tCGDP52H2ejkxm+6DDLXmxZ8IAxAzhw5TYTloURlZiOk60VXz7VkE51Cq8TXiSuFWHkBljcD+LOqknv8DVqhRYhyrKc7gz1B6nd+P5lZKsq/LjnCudjktl6Noaudb1LOMCiSbybxScb1TJk4zrVwMf1AX38La2h81RYPgz2fa2WKXXxLZlATViREt7Zs2fz7LPPYmdnx+zZswtdT6PRSMJr7jQaeOI/YGUD2z9Sa/U6euY7FSSESctp1WgwBFx8Hrq6k60VISMb03/uDqKSM3jqh1AWjmxKXV/Xh963qDK1Or7afpGvd1xCUaBqeUd+GN6Y6p4GmunJ2QtGroef+6kD9UJ6wfDV4GO+hfWFeCzpiXD2T/X/hs8UuIqrgzXDWvrz7c7LfLX9El0CvR44M6uxzNp8nlspmVSr4Mjo1gEPv0OdPuDXAiL3w47/Qb9vij9IE1ek82fh4eG5M5mFh4cXerlyRfqOlRrt3oLW49X/174OF2VuemEmbl/+50uu1etFvpu7ow2vBWZTw9ORmKQMBn67j3UnDDOQ7VBEPL3m7uGr7WqyO7hxJf58vY3hkt0cjh4w4k/wbQR34+GnPlKEXpRdp1er41Iq1FbfE4UY2yYARxtLTt5IZOOp6ELXM5aD4fEsDlXrBU/vVw8bqyKkbhoNdJ2u/n9siToDaxmnd4exDz/8kLS0tHzL7969y4cffmiQoISJ6DQVGjwFSjb8PhLizhs7IiEebv+3gAI1uoLnA/q5FcDJGpaObUa7mhVIz9Lx2q/HePuP48SnZj5SKOG3Uhn/2zEGfxfKxdgUPBxt+PqZYD4bHISjrd4zuxeNfTm1O4NfC7WFa3E/uLqvePYlhCnL6c7Q8Bk1ASyEh5MtY9tWBeDzv86jzdZvToHilJ6VzTsrTgAwtIkfrQoaqFYYv2YQ2A+4b7bJMkzvhHfatGmkpOSfjjYtLY1p06YZJChhIiws1OmJq7SFzBT47VlIN51ZqYTIJz3pnxHZLV99pE242luzaGRTXmynfgEuP3ydTrN28sPuyySkPTzxVRSFg+HxTPjtGJ2/2MWaMLWVeEiTSmx7oz29G5RAXzo7F3huxb33bjL8PAAuby/+/QphKm5fVk/nayygwdCHrj62bQDujjZcuZXK70eul0CARTN76wXCb6Xi5WLLew8aqFaYTlPUsQyXtsLlHYYP0IzonfAqilJg/5bjx4/j7u5ewD2EWbO0hkGLwKWiWtdv9csyZaEwXSeWqT/OyteCgPaPvBlLCw2Te9bhj5daUtvbmTtpWXy84RzNP97Gq0uOEvJ3OIcj4rkYk8zV26kcjohn9bEbTF55kvaf7WTI96GsDrtJtk6hY60KrHu9DTMHBeHmUIT6uoZi6wTP/q62dGvvwq9D4ZzMviTKiJwfvtU7g/PDB6I521nzWke1ROGcrRdIy9QWZ3RFcjwygR93q11FP+pfH1f7/LPcPpRHNbVSDcCW90HPGXFLkyKfUytXrhwajQaNRkPNmjXzJL3Z2dmkpKQUOOuZKAWcKsCQn2FRdzi3Dg7+CM1fMHZUQuSlKOprE6Dp2AeewiyqJlXc+fP1Nqw4cp2fQq9yNiqJ9SejHlqz097akr5BvjzTvDJBfm6PHccjs7aHoUvU6cPProVlz8GAH9QR60KUVooCJ39X/y9C626OZ1tUZuHf4Vy/c5evt1/i7e61iynAh0vPyubtP06gU6BvkC9dAh+jkku7t9XuHdEn1UaBhk8bLlAzUuSEd86cOSiKwujRo5k2bRqurv+MXraxsaFKlSq0bNmyWIIUJqBSY+j6EWx8W/2VGNAOPI33YSBEPuG74dZ5dRrhoKcMtllrSwuealaZoU39OBaZwN8Xb3H46h2u3EohOV1LRpaO8s42eLvYUb+iG62re9C8qgdOxdVHV19WNupZmjWvwonfYMVYyLoLjYYZOzIhiseNI3AnQp10plaPh66ew9bKkil96vL84sP8uOcKAxtXoloFp+KL8wE+3XSO8zHJeDjaMKXPY5YXdPSAtpPUqkvbP4K6/dUfw2VMkT+RR4wYAUBAQACtWrXC2voRmtaFeWv2AlzcrPYFWjkWxm5Xv0yFMAWH7rXuNhiq9mE1MI1GQ6PK5WhUuZzBt13sLK2g/7dg4wCHF8La19SkV87UiNIop3W3di+w0a+educ6njxR25Pt52KZuvY0i0c3K/EyZTvOxbLo7wgAPhvcAA8n28ffaPOX4OB8SLquDuxtO+nxt2lm9O7D2759+9xk9+7duyQlJeW5iFJMo1Fr+Tl4qKdGdn9m7IiEUCXe+Kd/arPnjRuLqbKwgF5f/DPN8sa3YG/hddWFMEvZWji1Uv2//mC9767RaJjSJxAbKwv2XLyVO+i0pMQmpfPWH8cBdVKMJ2o/5qQ0OaztodP76v97Z0PqLcNs14zonfCmpaXx2muv4enpiZOTE+XKlctzEaWcszf0vvcluXc2xJ41bjxCABxZpJbP82+jdymyMkWjUbsmtXtbvZ5zilMGoorSImI3pMaCvTtU6/hIm/D3cOT1ewPYPlhzipsJdw0ZYaEytNm89MsRbqVkUtvbmXd7GLjbYP0h4N0AMpJg10zDbtsM6J3wvvXWW2zfvp158+Zha2vL/PnzmTZtGr6+vixevLg4YhSmpk5fqNULdFmwdlyZHvUpTEB2Fhz5Sf2/2VjjxmIOcmZT7DxVvb77M/jrP5L0itLh5B/q37pPqlWGHtHLHaoR5OdGUrqWt/44jk5X/O+PqWvPcPRaAi52Vnz3XGPsrC0NuwMLi38mozi8QC3dVobonfD++eefzJs3j0GDBmFlZUXbtm3573//y8cff8ySJUuKI0ZhajQa6PmZOjjo+kH1jSOEsVzYpLboOHlB7d7GjsZ8tJkIPe51S9r/DaybID9ehXnLugtn1qr/P0J3hvtZWVowe0gQ9taW/H3pNvP3Fu9MsotDI1h68BoaDXz5dDBVyuvX97jIqnaA6l1Ap1XP8JQheie88fHxBASo8zi7uLgQHx8PQJs2bdi9e7dhoxOmy7WiWtAaYPt0SL1t3HhE2XXsF/Vv0NOP1aJTJjV/Qe2Xr7GAIyGw+iW1D6QQ5ujiZnWiFVc/8Gv+2JurWsGJ//ZWu0h9svEcO8/HPvY2C7LuxE2mrFWn/n2zay061vIslv3k6vKh+p4/uxauHSjefZkQvRPeqlWrEhERAUBgYCDLly8H1JZfNzc3Q8YmTF3TMeBVT52+dMf/jB2NKIuSotQvOYDg54wbi7kKfg4GzgcLK7VG5x8jQftoUykLYVQ51RnqDVRP3xvAM80qM7SJHzoFXv/1GJdi8880+zj2XIxj4rIwFAWea1GZVzpUM+j2C+QVCA2fVf/f/N8y051J71fEqFGjOH5cHUE4efLk3L68EydO5K233jJ4gMKEWVhC90/U/48sguhTxo1HlD3Hl4KiA78WUL6GsaMxX/UGqpPLWNrA2T9hxWhp6RXmJT0RLtz78fuY3Rnup9FomN6/Hk2rlCM5Q8uIhQeJjE8zyLY3n45mzE+HycpW6FXfh2l965VcCbSO/wFrB7Vb4tm1JbNPI9M74Z04cSLjxo0DoGPHjpw9e5alS5dy9OhRxo8fb/AAhYkLaAuB/dSkY9O7ZeaXojABivJPdwaZROHx1e4JTy/9J+ld9SLoso0dlRBFc3YdZGdAhTrgVdegm7axsuDb5xoTUN6RGwl3GfJ9KOG3Uh9rm78fjuTlJUfJ1OroEujFF0ODsLQowXq/Lj7/lCjcOrVMnNV57DZ/f39/BgwYQFBQkCHiEeaoy3SwtIWIPeqkFEKUhGv7If6yOptSYH9jR1M6VO8MQxar3RtO/SFVWIT5yOnOUH+QQaYV/7fyTrYse6EF1So4EpWYzuDv9vH3Jf1r2d7NzGbyypO89ccJsnUKgxpX4ttnG2FrZeCKDEXRehw4ekL8FfUsbSn3SAnvtm3b6N27N9WqVaN69er07t2brVsl0Smzyvn/U+x/6zT5ghQl49jP6t96T4Ktcab/LJVq9YBBC0FjCWG/wIY35MyNMG0psRC+S/2/3sBi242nix3LXmxJbW9nbqVk8tyCA3z21zkytEU7E/L3pVv0+2ZvbjWGcU9U57NBDbCyNEx/Y73ZOkPHyer/Oz9Ru4WUYno/y19//TXdu3fH2dmZ8ePHM27cOFxcXOjZsydff/11ccQozEHbN8DWBWJOwumVxo5GlHYZyXB6lfp/8HDjxlIaBfaDJ78HNOpUxGVoYIswQ2fXqt3qKjYG94Bi3VV5J1tWvtKKp5r6oSjwzY7LdP5iFz/vv0piWla+9bXZOnZdiGPYggM8O/8AF2JSKO9ky8+jmzOpa60Sn7Y4n+DhUL4W3I0v9TMvWul7hxkzZjB79mxee+213GXjxo2jdevW/O9//8uzXJQhDu7Qahzs+EgtU1anL1jZGDsqUVqdXgVZaeBRA/yaGTua0qnBYNCmw9rXIPRrtc5x63HGjkqI/E6vVv+WUNcmBxsrPhnYgDY1yvPhn2eIjL/L+6tPMW3taWr7OFPZ3QFLCwtik9I5czOJ5Ax1AKi1pYZnm/vz+hPV8XCyLZFYH8rSCrpMg6VPwf5voelYcK1k7KiKhd4tvElJSXTv3j3f8q5du5KUlGSQoISZavGy2h/oTgSc+M3Y0YjS7IRaDpGGTxdLfz1xT6Nh6lTEAFveh+PLjBuPEP+WEgtX/1b/D+xXorvu3cCXnW91YEqfQGp5OaPVKZy6kcSGk9H8efwmB8LjSc7Q4u5ow4iW/mx/owNT+9Y1nWQ3R83u6rTs2nR1qvFSSu8W3r59+7Jq1ap8JcjWrFlDnz59DBaYMEO2TtB6PGz+D+z5AoKeUX89CmFIidchYq/6f/0hxo2lLGj1OiRHq628a14Bx/JQvZOxoxJCdX93hnL+Jb57BxsrRrUOYFTrACLj0zh1I5GYpHSyFXB3tKamlzN1vF2wKMkKDPrSaNQph3/sCMd/gxavgE8DY0dlcHpnI3Xq1OF///sfO3fupGXLlgDs37+fv//+mzfeeIO5c+fmrptTvkyUIU1Gwd4v4E44nFoBQUONHZEobU7+ASjg3xrc/IwdTdnQZbqa9J76A5YPh9F/gXc9Y0clRIl3Z3gQP3cH/NwdjB3Go6nYCOoNUt/jW96HYatL3dkzvRPeBQsWUK5cOc6cOcOZM2dyl7u5ubFgwYLc6xqNRhLessjGEVq+Cts+hD2fqwXADTTjjRDAP+WHGkjrbomxsID+8yA1FsJ3w9Kn4fnt4FTB2JGJsuz+7gx1+xs1lFKh0wdqi/mVnXBpG9TobOyIDErvhDc8PLw44hClSdPn4e8v4dYFOLsG6j5p7IhEaRFzGmJOqZMjlHB/vTLPyhYG/wTzO6l1O5cPg+FrZXCqMJ77uzO4VTZ2NOavnD80e0HtvrTlfajWUZ1RtZSQpjdheHYu0Pxl9f/dn0s5I2E4OYPVanQF+3LGjaUscnCHp5eBrStcC4X1E+X9LYzHhLozlBrt3gQ7N4g9889MlqWE3i28o0ePfuDtCxcufORgRCnS/EX1V2LMKTi/UZ22VIjHodNJdwZTUKGmOjHFr4PVL0Sv+tDiJWNHJcqa5BjpzlAc7MtB+3fgr8mwbRrU6aP+0C0F9G7hvXPnTp5LbGws27dvZ+XKlSQkJBRDiMIsObj/M/vavrkPXleIorj6NyTdUFsXa3QzdjRlW43O6kA2UKuyRB4ybjyi7JHuDMWn2fNQoQ6k3YYd/zN2NAajdwvvqlWr8i3T6XS88sorVK1a1SBBiVKi+Uuw72v11Of1I1CpsbEjEubs5L3uDHX7gbWdcWMR6uDU6wfhzBr4YxS8uLvUtAQJM3BmjfpXxogYnqU19PwMfuqtzrTYaDj4BBk7qsdmkD68FhYWTJw4kdmzS/e0dEJPzt5Qf5D6//5vjBuLMG9Z6XD63hec1N41DRoN9P0K3KtCYiSsflntdiJEcUuO+acWtwxeLR4BbaHeQLUVff2bpeK9bbBBa5cvX0ar1Rpqc6K0aPGK+vf0akiINGoowoxd3AwZieBSUa2/K0yDnataucHSFi5sgn1fGjsiURacXQso0p2huHX9CGyc1DM5x5caO5rHpneXhkmTJuW5rigKUVFRrF+/nhEjRhgsMFFK+DSAKm0hYg8c/EGdzUUIfZ24N6Vt/UFS19nU+DSAnjPhz/GwbToEtFeL2AtRXKQ7Q8lw8YX2b8OWD9RL7V5g72bsqB6Z3t8cx44dy3M5ceIEALNmzWLOnDmGjk+UBi1fU/8e+Qkyko0bizA/6YlqCy9IdwZT1WiEmnwo2bDqRci6a+yIRGkl3RlKVvOXoXxNSLsFOz42djSPRe+Ed8eOHXku27Zt47fffuOFF17AykrvBmPmzZtHQEAAdnZ2NG7cmD179hS67siRI9FoNPkudevWzV0nJCSkwHXS09P1jk0YSI2u4FFdPSV9bImxoxHm5vwmyM6E8rXAq+7D1xclT6P5f3t3Hldlmf9//HU4bG6giIAmmqkZKG64oWm5Ydqi02ZNY1m2ONmMy6/pm1nzVeubTTMZlZNlm61KjZUtmNKUormkCG6p4xqGIJEprqzn98ctMAQqKJzrLO/n43Ee5z43N/f9Pl4Cn3Pf131dcO1saBhhTTjz9XTTicRTlXVn6KHuDM7g6w/Dn7WW178G2VvM5rkINS549+3bx65duyqt37VrF/v376/RvhITE5k0aRLTpk0jLS2N/v37M3z4cDIyMqrc/oUXXiArK6vsceDAAUJCQrjlllsqbBcUFFRhu6ysLAIDdVe3MT4+0OfMRBTr5kJJsdk84l62nRkZpuMoj5vb3aPUD4FRZ25OXfcK7PnWbB7xTKWTTWjsXedpO9A6m+4ogaS/uO1kMzUueMeOHcvq1asrrV+3bh1jx46t0b5mz57NuHHjuPfee4mKiiIhIYHIyEjmzp1b5fbBwcFERESUPTZs2MCvv/7K3XffXWE7m81WYbuIiIga5ZI60OV26waXX/dbc3SLVMfpo7DnzP8X9ddzfe2GQM97reXFE+DUr2bziGf578km1J3BuYY9DX71rWFG093zSm2N+yCkpaXRr1/lu6T79OnDQw89VO39FBQUkJqayqOPPlphfXx8fJUFdVXeeOMNhgwZQuvWrSusP378OK1bt6a4uJiuXbvy5JNP0q1bt7PuJz8/n/z8/LLXeXl5ABQWFlJYWFjdt3TBSo/hjGMZY/PHp/Nt2L9/lZLvX6O4zUDTiWqVV7ShAbYfvsC3uABH6OUUNWkHdfjvqzasJVc/ge+eb7Ad3kvJ0scpvjbBaYdWG7q387Wfz9ZPsOOgpEUsxQ2a1+nvA/mN+uH49P8L9m9m4Fj2OEVtBkOD0EqbOftnsCbHqXHBa7PZOHas8o1HR48epbi4+peqc3NzKS4uJjw8vML68PBwsrOzz/v9WVlZLFmyhA8++KDC+iuuuIL58+cTExNDXl4eL7zwAv369WPTpk20b9++yn3NmjWLGTNmVFq/bNky6tevX+33dLGSk5OddiwTGp6+jMGAbXcy337yNqcCmpmOVOs8vQ2drdee12gO7PSNZmdSklOOqTa8eCFNb6f/4f/DJ/09Vh9vxS+NrnDq8dWG7u1s7ddv11uEAj9wOXuc9PtAytkcrbmqXiuCT2WQ/fY4Nl76wFm3ddbP4MmTJ6u9rc3hqFlnjOuuu4769euzYMEC7HY7AMXFxYwePZoTJ06wZMmSau3n4MGDXHLJJaxevZq4uLiy9f/3f//Hu+++y44dO875/bNmzeK5557j4MGD+Pv7n3W7kpISunfvzoABA3jxxaqnuK3qDG9kZCS5ubkEBQVV6/1cjMLCQpKTkxk6dCh+fn51fjyT7O/fiM/+FIr7TqJk4OOm49Qab2pDpzmdh2/CFdiKCyi8fxU0q9uiSW1Yu3yS/h/2tLdxNG1H0b3Lwbfu76NQG7q3c7bfsWx8X4zBhoPCh9IgONJMSC9ny9yIff4wbDgo+v3HONoMqPB1Z/8M5uXlERoaytGjR89br9X4DO+zzz7LgAED6NChA/379wdg5cqV5OXl8c0331R7P6Ghodjt9kpnc3Nyciqd9f0th8PBm2++yZgxY85Z7II1C1zPnj2rvNGuVEBAAAEBAZXW+/n5OfWXprOPZ0Sv+2B/CvZN72Mf9Bj4Vv53d2de0YbO8kOyNTpDsyvwaxHjtMOqDWtJ/EzY9RW2X3bjt/YlGPiY0w6tNnRvVbbf7q8oHZ3BL/QyI7kEuLS39Xf8+3n4fvUw/HE1+NWrtJmzfgZrcowa37QWHR3N5s2bufXWW8nJyeHYsWPceeed7Nixg06dOlV7P/7+/sTGxlY67Z2cnEzfvn3P+b0rVqxg9+7djBs37rzHcTgcpKen07x582pnkzrUYQQ0ag4nfobtn5tOI66sdHSG6FFGY8gFqte4fDijlbMh59xX7UTOSaMzuI5Bj1t/xw/vhZXPmU5TbTUfOBdo0aIFTz998QMQT5kyhTFjxtCjRw/i4uKYN28eGRkZjB8/HoCpU6eSmZnJO++8U+H73njjDXr37l1lgT1jxgz69OlD+/btycvL48UXXyQ9PZ1//vOfF51XaoHdF2LHwvJZsP4Na+Yskd86dQT2nLlipD9w7it6JFw+HP6zBL6YDHcnaWg5qblj2RqdwZUEBsPwv8GHd8KqBOh0M4Q5t5/+hajxGd633nqLjz76qNL6jz76iLfffrtG+xo9ejQJCQnMnDmTrl27kpKSQlJSUtmoC1lZWZXG5D169CiLFi0669ndI0eOcP/99xMVFUV8fDyZmZmkpKTQq1evGmWTOtT9TrDZIWM1HNpmOo24op1LyrozEBZlOo1cKJsNRvwdfOtZP+/bPjadSNzR9s8BB7TsqckmXEXUDdaH2ZJC+GISlJSYTnReNS54n3nmGUJDKw9FERYWdkFnfR988EH2799Pfn4+qampDBhQ3gF6/vz5LF++vML2wcHBnDx5kvvuu6/K/T3//PP8+OOP5Ofnk5OTw9KlSyvcFCcuIKgFXDHCWt74zrm3Fe/0w6fWs8bedX+NI+HKydbysr9CQfXvqhYB1L3JFZV+mPVrYI3Nm/au6UTnVeOC98cff6RNmzaV1rdu3fqsM6SJVNL9Lut5cyIU5Z97W/Eup46UT06iP3Ceod+fIbgV5P0E3yWYTiPu5Fg2/HhmbH51Z3AtjSPLb0ZNfgKO55jNcx41LnjDwsLYvHlzpfWbNm2iadOmtRJKvEDbQRB0iTUT044vTKcRV7JziXWZrFmUW/QLk2rwqwfxT1rL370AR3RyRKrph88o786gochcTu/xENHZmhVzqfNGYrkQNS54b7vtNv785z/z7bffUlxcTHFxMd988w0TJ07ktttuq4uM4ol87ND199byRte/FCJOVHr5UjereZbokXBpfyg6DcueMJ1G3EXZ7wN1b3JJdl+4/gWw+cCWj7Dt/tp0orOqccH71FNP0bt3bwYPHky9evWoV68e8fHxDBo0qFZGbhAv0vUO63nvcp3xEct/j86g7gyexWaDa56x/jD+8ClkrDWdSFxdXpbVPxTUncGVXdIdev8RAPuSh7EXnzYcqGo1Lnj9/f1JTExkx44dvP/++3z88cfs2bOHN99887yTQIhUENIG2gwAHJD2vuk04gp2Jqk7gyeL6GSN0gKQ/L9Qs4k+xdtsL+3O0AuCW5pOI+cyaBo0boUt7yeisv5lOk2ValzwlgoJCWHQoEFcd911ZcOIidRYtzN//NLfh5Jis1nEvLLB5XX50mNd9ag1TNmBtVZ/bZGzUfcm9+HfAK57HoDLfk7GlplqOFBlNSp4jxw5woQJEwgNDSU8PJywsDBCQ0N56KGHOHLkSB1FFI8WdZ01iPXRA1bXBvFemmzCOwQ1h7gHreV/z4DiIrN5xDXlHSzv9qLuDO6h3RBKYm4lK7g7jqAWptNUUu2Z1g4fPkxcXByZmZnccccdREVF4XA42L59O/Pnz+ff//43q1evpkmTJnWZVzyNXz2IuRXWv2aN49dusOlEYkppd4awaGjWwXQaqUv9JsKGN+HnHbBpAXQfYzqRuJrS0Rkie6s7gxspvjaB9Uu/ZkSj5qajVFLtM7wzZ87E39+fPXv28OqrrzJp0iQmT57MvHnz2L17N35+fsycObMus4qnKv1jt+NLOHnYbBYxp7Q7g25W83yBwTDgL9byt09D4SmzecT1lE4+o98H7sXuuvdyVbvg/fTTT/nHP/5BeHh4pa9FRETw7LPP8sknn9RqOPESzbtY4/gVF1gTUYj3UXcG79PzXmsyimMH4ft5ptOIK9HoDFIHql3wZmVl0bFjx7N+vVOnTmRnZ9dKKPFCpXdup71nNoeYoe4M3sc3AAZOtZa/ewHyj5vNIy7DZ+fn1kJkbwi+xGwY8RjVLnhDQ0PZv3//Wb++b98+zbQmFy7mZutSyKGtkFV5Jj/xcBpc3jvF3Aohl8HJX3SWV8rYflhsLej3gdSiahe811xzDdOmTaOgoKDS1/Lz83niiSe45pprajWceJF6TaDDcGt500KzWcS5Tv0Ke761ltVfz7vYfWHAI9by6pcg/5jZPGJcYMFhfH5aZ72IusFsGPEo1S54Z8yYwc6dO2nfvj3PPvssn332GZ999hnPPPMM7du3Z/v27UyfPr0Oo4rH63JmquEtH2qoIm+yo7Q7Q0dodrnpNOJsMbdASFs4dVhneYUWR9ZbC5F91J1BalW1C96WLVuyZs0aoqOjmTp1KqNGjWLUqFFMmzaN6OhovvvuOyIjI+syq3i6doOhfiic+Ln8BibxfKV3Y+tmNe9k94Wr/sdaXv0SnM4zm0eManHke2tB3RmkltVo4ok2bdqwZMkScnNzWbt2LWvXruXnn3/mq6++ol27dnWVUbyF3c862wPW2Jzi+dSdQcDqw9+0vfX/4ftXTacRU/IO0vTELms5Wt0ZpHZd0NTCTZo0oVevXvTq1YuQkJDaziTerMtt1vOOL62hqsSzqTuDAPjY/+ss7xyN2OClfHZ8BkBJZB9wwZm6xL1dUMErUmead4FmUVCcX36pWzyXRmeQUp1utPrynj4CqfNNpxEDbGd+5zt0s5rUARW84lpstvKzvBqtwbOd+hX2nunOoP674mO3phwGWDMHivLN5hHnOrwPn8wNOLBRcoUKXql9KnjF9XQeDTYfa6adw3tNp5G6suNLKCmC8E4Q2t50GnEFXW6DRs3hWJY+8HqbrYsAyG0YBY0iDIcRT6SCV1xPUHO47GprefOHRqNIHdr2qfWsm9WklG8AxD1kLX/3ApQUm80jznOm4P0pJM5wEPFUKnjFNXW53XretAAcDrNZpPadPKzuDFK12LHWRDSH90DpjFvi2Q5tg5wfcNj9yQruYTqNeCgVvOKarrgW/BvCr/shY63pNFLb1J1BziagIfR6wFpeNVsfeL3Bln8B4Gg7mELfBobDiKdSwSuuyb8BRI+0ljUmr+fR6AxyLr0fAL8GkL0Fdv/bdBqpSw5HWXeGko43Gg4jnkwFr7iu0tEatn0KhaeMRpFadPIw7F1uLavglarUD7G6NoB1llc8108b4MiP4NcAR/thptOIB1PBK66r9ZUQHAn5R2Fnkuk0Ulu2fw6OYojoDE3bmk4jripuAvj4wY/fQcY602mkrmz5yHq+4lrwq282i3g0Fbziunx8rCHKADYlms0itUfdGaQ6gi8pv8qz5iWzWaRuFBeV/z6IudlsFvF4KnjFtZX+wdv9NRz/2WwWuXgncmFfirWs0RnkfOImWM/bv9CY3J5o/0o4kQP1QqDtINNpxMOp4BXXFtoeLom1LoFv/ZfpNHKxtn9mtWXzrhBymek04urCoqDdEMAB6141nUZq25nRGYgeCXY/s1nE46ngFdfXWVMNewx1Z5CaKj3Lu/Fdazpq8QxF+VZ/foCYW8xmEa+ggldcX6ebwMcXstIhZ4fpNHKhjufA/lXWsrozSHVdNhDCOkLhCUh923QaqS3/+cq6ITnoEmil2dWk7qngFdfXoCm0j7eWN+ssr9va/hk4SqBFd2hyqek04i5stvKzvOteheJCs3mkdqSfGV+9863WDcoidUz/y8Q9lN68tvlDKCkxm0UuzNYz3Rk6aXB5qaGYm6FBGBw7aI3LLe7t+M+wO9laLp1GXqSOqeAV93D5NRAYDHmZ1p294l6OZVvjqUL5DHoi1eUbAL3ut5bXvKTpht3d1n9ZU4u36A7NOphOI15CBa+4B98AKJ12UjevuZ8fPgMc0LInNG5lOo24ox73gG8gZG0q//Ak7ql0unid3RUnUsEr7qO0W8P2z6DghNksUjManUEuVoOm5QXSmn+azSIX7tAP1ocWHz9NNiFOpYJX3Edkb+tmp4LjsONL02mkuvIOQsYaa1ndGeRi9HnQet65BHJ3m80iF2bTB9bz5cOgfojZLOJVjBe8L7/8Mm3atCEwMJDY2FhWrjx7/8zly5djs9kqPXbsqDhU1aJFi4iOjiYgIIDo6Gg++eSTun4b4gw2m8bkdUc/LAYc1geW4Jam04g7a3a51Z8fB6ybazqN1FRxkXXjMag7gzid0YI3MTGRSZMmMW3aNNLS0ujfvz/Dhw8nIyPjnN+3c+dOsrKyyh7t27cv+9qaNWsYPXo0Y8aMYdOmTYwZM4Zbb72VdevW1fXbEWfofKv1vPdb60YocX1bP7ae1Z1BakPpEGVp78PJw2azSM3sXQ7HD1lTCZcONSniJEYL3tmzZzNu3DjuvfdeoqKiSEhIIDIykrlzz/3JPSwsjIiIiLKH3W4v+1pCQgJDhw5l6tSpXHHFFUydOpXBgweTkJBQx+9GnKJpW+tMoaMEtnxkOo2cz6/74afvAZu6M0jtuLQ/RMRA0SnYqIko3ErpzWoxt4Cvv9ks4nV8TR24oKCA1NRUHn300Qrr4+PjWb169Tm/t1u3bpw+fZro6Ggef/xxBg4cWPa1NWvWMHny5ArbDxs27JwFb35+Pvn5+WWv8/LyACgsLKSwsO4HOS89hjOO5Ql8Ot6M/cA6HOkLKOo53nQcQG14Nj6bPsIOlFx6JcX1moEL//uoDd2HrecD+H7+EI51r1LU4wGw+wFqQ5d2Og/fHV9gA4o63oyjijZS+7k/Z7dhTY5jrODNzc2luLiY8PDwCuvDw8PJzq76UnXz5s2ZN28esbGx5Ofn8+677zJ48GCWL1/OgAEDAMjOzq7RPgFmzZrFjBkzKq1ftmwZ9evXr+lbu2DJyclOO5Y78ytqwDCbL/acbaz61yvk1XedYa7Uhv/F4WDgjrcIAjaVXE5GUpLpRNWiNnR9PiX1GOobROCxLDYtfJLMJn0qfF1t6Hpa5S6nW9Fp8gIv4du0g5CeddZt1X7uz1ltePLkyWpva6zgLWWz2Sq8djgcldaV6tChAx06lA9SHRcXx4EDB/jHP/5RVvDWdJ8AU6dOZcqUKWWv8/LyiIyMJD4+nqCgoBq9nwtRWFhIcnIyQ4cOxc/Pr86P5wlsBUmw8wsGND5IyRDzZ3nVhlU4tA2/9Ewcdn863fIYnQKDTSc6J7Whe/EJ2gkrn6V7wTq6jJgJqA1dmf3tOQA0iBvHiL7XVrmN2s/9ObsNS6/IV4exgjc0NBS73V7pzGtOTk6lM7Tn0qdPH957772y1xERETXeZ0BAAAEBAZXW+/n5OfWHztnHc2vdfg87v8C+bRH2+CfBbvyzG6A2rGC7dbOarX08fo1CDYepPrWhm+h9P6xOwOdgKj7Z6RDZs+xLakMXk7Pd6stvs2Pvfgf287SN2s/9OasNa3IMYzet+fv7ExsbW+m0d3JyMn379q32ftLS0mjevHnZ67i4uEr7XLZsWY32KW6g3VDrTt/jh2DfctNp5LdKSmDLImu5dGQNkdrUsBnEnPm/tVYTUbi0je9Yzx2GQ6MIs1nEaxk9LTZlyhTGjBlDjx49iIuLY968eWRkZDB+vHWJeurUqWRmZvLOO9YPS0JCApdeeikdO3akoKCA9957j0WLFrFo0aKyfU6cOJEBAwbwt7/9jZEjR7J48WK+/vprVq1aZeQ9Sh3x9YdON8H612BTIrQbYjqR/LcDayHvJwgI0vBDUnf6jIf096ypq48cgAYqplxO4eny0Rm632U2i3g1owXv6NGj+eWXX5g5cyZZWVl06tSJpKQkWrduDUBWVlaFMXkLCgp4+OGHyczMpF69enTs2JEvv/ySESNGlG3Tt29fFi5cyOOPP84TTzxB27ZtSUxMpHfv3k5/f1LHutxmFbzbP4f8YxDQyHQiKVU6uHzU9eBXz2wW8VwRMdBmAOxLsX4XXP2E6UTyWzu+gFO/QlBLaDfYdBrxYsY7Pj744IM8+OCDVX5t/vz5FV4/8sgjPPLII+fd580338zNN2uObo93SSw0bQe/7LaK3q6/N51IAIoK4IdPreWYW4xGES/Q50Gr4E2dD30nn3dzcbLU+dZztz+Aj/2cm4rUJeNTC4tcsApTDS8wm0XK7fnGOqPTMNw6+yZSl9oPgyZt4PRRfEqvLIhr+GUP7F8J2KyCV8QgFbzi3kpviNq3Eo7+ZDaLWLacKTo63aQzOlL3fHygzx+txfWvWrMwimsovVmt3RBoHGk2i3g9Fbzi3pq0htb9AEd5v1ExJ/847DgzwUSMuhWJk3S9AwKCsR3eQ1jeFtNpBKyuTekfWMuxullNzFPBK+6vy5luDZsTweEwm8Xb7fgCik5BSFto0d10GvEWAQ2h+xgA2v78leEwAsCOz+FEjtW16fJrTKcRUcErHiB6JPgGws87ICvddBrvVnpGp/Noq4+1iLP0uh+HzYewY9usiQ7ErO9fs55j7wa7JpEQ81TwivsLDIYOZ4am27TQbBZvdiTDulseoOvtZrOI92nSGkeH6wCwr3/VcBgvl7UZMtaAjy/EjjWdRgRQwSueonRIss2JUJRvNou32pQIOKyRGRq3Mp1GvFBJrwcAsG35CE7kGk7jxdafObsbdQMENT/3tiJOooJXPEPbQdCohTUc1o4vTafxPg4HbDrTnaGLxkMWMxwte/Fr/TbYivNhw1um43ink4dh80fWcq/7zWYR+S8qeMUz+NjLz/KmvWs2izc6sA4O7wX/hhB9g+k04q1sNvY0G2Ytr3/NGilAnCv9fevG1fBO0KqP6TQiZVTwiucoHdh8z7dWf1JxnvT3refoUeDfwGgU8W4HG/fC0TACjh+CbZ+YjuNdSkpg/evWcq/7dOOquBQVvOI5QtrApf0BR/loAVL3Ck7C1jOFhaZ3FsMcPr6U9BhnvVj7Tw1V6Ey7k+HX/daNxJpWXFyMCl7xLN3vtJ7T3rfONkjd2/EFFByDJpdCqzjTaUQo6XaXNVRh1iZrtABxjjVzrOduY3SlR1yOCl7xLFHXQ0AwHM2AfctNp/EOae9Zz11+b03zKmJa/ZDyCWnWvmw2i7c4mG4NS2izQ+/xptOIVKK/TuJZ/OpB5zOX0jbq5rU698se2LcCsGnsXXEtvf9oPe/40rrMLnWr9OxupxuhcaTZLCJVUMErnqebNcUoO76whsiRurPxHeu53RCNvSuuJewKa7hCRwmsm2c6jWc7kgFbP7aW4x4ym0XkLFTwiudp0RUiYqC4ADZ/aDqN5yoqKB+dQbMpiSvqM8F63vgOnM4zm8WTrX0FHMXWpDMtuppOI1IlFbzimbqV3rz2ru7Sris7k+DEz9AwAi4fZjqNSGVtB0Ho5dZNlRq5pW6cOgIb37aW+040GkXkXFTwimfqfAvYA+DQVsjcaDqNZ0qdbz13+wPY/YxGEamSj0/5DVTr5kJJsdk8nih1PhQch7BoaDfYdBqRs1LBK56pXhPoOMpa3vCG0Sge6fA+2PstYIPuY0ynETm7LrdDYGPrxrX/fGU6jWcpPFU+CkbcQ5poQlyaCl7xXKWDz29dpJvXalvpJcy2g6zxd0VclX996HG3tbx2rtksnmbju9aMdkEtNdGEuDwVvOK5IntZ87kXnYZNC0yn8RzFhdbEHqCb1cQ99LwPfHxh/0rI2mw6jWcoyodVz1vL/SeDr7/ZPCLnoYJXPJfNBj3PnOXd8KZuXqstPyyGEznQMBw6DDedRuT8gi+B6FHW8uqXjEbxGGnvwbGD0KhF+VCQIi5MBa94tphbwb8R/LL7zAQJctHWvWo997hHN6uJ++j7J+t56yJNRHGxigrKz+5eOQl8A4zGEakOFbzi2QIaQpfR1vL6181m8QSZqfDT9+DjB7F3m04jUn0tup6ZiKIYvnvRdBr3tmkBHD1gXeXpfqfpNCLVooJXPF/pzWs7kiDvoNks7q50xqpON0GjcLNZRGqq//+zntPeg2OHzGZxV8WFsPI5a7nfRGs6dxE3oIJXPF94NLSKs87slI4dKzV37JB1ORig9/1ms4hciNb9oGUvKM6Htf80ncY9pb0HR36E+qG6yiNuRQWveIde91nPG96EwtNms7ir1PlQUmgVDJfEmk4jUnM2G/SfYi2vfxNO/Wo2j7spOAnLn7GWB/zFGvJNxE2o4BXvEHUDBF1iTYW79V+m07ifooLyCTx6P2A2i8jFaD8Mwjpa0w1/r379NbJuLhzPhsaty8c2FnETKnjFO9j9oNeZy/BrXtYQZTX1w6fWAPONmkP0SNNpRC6cjw9cOdlaXjfXOmsp53fyMKxKsJYHPa6RGcTtqOAV7xF7F/jVh5xtGqKsJhyO8rvae47TUGTi/jr+zpoh8OQvsPEd02ncw8rnID8PwmOg082m04jUmApe8R71mkDXO6zlNS+bzeJOdn8Nh7aAf0Poea/pNCIXz+5rjTAAsPpFa9YwObsjB+D7MyO0DJ1unSUXcTP6Xyvepc8fARvsWgq5u0yncQ+lA8zHjrU+NIh4gi6/h4YRkJeps7zn8++ZUFwAl/aHtoNNpxG5ICp4xbs0bQuXX2Mtr3vFbBZ3kLEOfvzOmmgiboLpNCK1xy+wfFzelc9B4SmzeVzVj2tgy4eADeKftEa6EHFDKnjF+/T5o/Wc9j6cyDWbxdV9l2A9d7kNgloYjSJS62LvgqCWcCwLNrxlOo3rKSmGJX+xlrvfCS26mc0jchFU8Ir3aTPA+sVddArWqi/vWeVsh51JgA36TTKdRqT2+QbAgIet5VWzoeCE2TyuJvUtyN4CgcEw+K+m04hcFBW84n1sNuh/5o/c96/BqSNG47is0iGIom+A0HZGo4jUmW5/sMaVPfGz9ftALCcPwzdPWcsDH4cGoWbziFwkFbzinTqMgGZR1jA76zX4fCW5u87020Nnd8Wz2f3gqv+xlr97AfKPmc3jKr550pqJLqwj9LjHdBqRi6aCV7yTj0/5FKNrX9alzN9aPgscJXD5cLiku+k0InWr82ho2g5OHYbVc0ynMS9jXXmf5hHPWsO4ibg54wXvyy+/TJs2bQgMDCQ2NpaVK1eedduPP/6YoUOH0qxZM4KCgoiLi2Pp0qUVtpk/fz42m63S4/Tp03X9VsTddLyxfPD51LdNp3Ed2Vth6yJredA0s1lEnMHuCwPP/F9f/SLkZZnNY1LhafjsIcBhjVt+6ZWmE4nUCqMFb2JiIpMmTWLatGmkpaXRv39/hg8fTkZGRpXbp6SkMHToUJKSkkhNTWXgwIFcf/31pKWlVdguKCiIrKysCo/AwEBnvCVxJ3bf8ilGNfh8uW//z3ru+DuIiDGbRcRZOv4OWvaEwpPlPwPeKOVZyP0PNAyHYV787yAex+h1itmzZzNu3DjuvdeavSkhIYGlS5cyd+5cZs2aVWn7hISECq+ffvppFi9ezOeff063buXDpdhsNiIiIqqdIz8/n/z88mInLy8PgMLCQgoLC2vyli5I6TGccSz5jeib8V3+DLZjWRSvf4uSHuMuaDee0oa2zI347kzCYfOh6MpHwM3fT014Sht6s4ttQ9vgGfi+PQJH2nsUxd4L4R1rM57ry96M76oEbEDRsGdx+DZ06u8A/Qy6P2e3YU2OY6zgLSgoIDU1lUcffbTC+vj4eFavXl2tfZSUlHDs2DFCQkIqrD9+/DitW7emuLiYrl278uSTT1YoiH9r1qxZzJgxo9L6ZcuWUb9+/WplqQ3JyclOO5aUuzQ4ni7H3qbw30/zdVYIxfaAC96Xu7dh3O5nCQMONOlH2ve7AO+bjc7d21Aurg17NO7FJUe+59fECaxp+xevmWjB5ihiwM7pNHYUk9m4Fxv22mBvkpEs+hl0f85qw5MnT1Z7W2MFb25uLsXFxYSHh1dYHx4eTnZ2drX28dxzz3HixAluvfXWsnVXXHEF8+fPJyYmhry8PF544QX69evHpk2baN++fZX7mTp1KlOmTCl7nZeXR2RkJPHx8QQFBV3Au6uZwsJCkpOTGTp0KH5+fnV+PPmN4qE4Xk0h8Nd9DA/ZT0m/yTXehSe0oW1/Cr5pW3H4+NH89gSaN25tOpJTeUIbertaacNfo3G82pewY1u59opAHF4yla7Pimewn8rAUa8JYXfNZ0TDMKdn0M+g+3N2G5Zeka8O47de2n7z6dnhcFRaV5UFCxYwffp0Fi9eTFhY+Q9mnz596NOnT9nrfv360b17d1566SVefPHFKvcVEBBAQEDls3p+fn5O/aFz9vHkDD8/GPQ4LBqHfc1L2HvdC/VDzv99Ve7KTduwpBi+tgaWt/W4G79m3jvurtu2oZS5qDYMaw+97oc1c/D9+q/QbhD4+tduQFez/zv4bjYAthH/wK/JJUbj6GfQ/TmrDWtyDGM3rYWGhmK32yudzc3Jyal01ve3EhMTGTduHB9++CFDhgw557Y+Pj707NmTXbu879Ks1EDHGyE8xhqXd9XzptM4X9q7cGirNaPS1VNNpxExa8DD0KAZ5O60bmj1ZCcPw8f3WcMQdr0DYm42nUikThgreP39/YmNja3UzyM5OZm+ffue9fsWLFjA2LFj+eCDD7j22mvPexyHw0F6ejrNmze/6MziwXx8yqfO/H4eHM00m8eZTueVz6h01aMXfHZbxGPUawLDnraWU/4Oh/eazVNXHA74/M+QlwkhbWH4s6YTidQZo8OSTZkyhddff50333yT7du3M3nyZDIyMhg/fjxg9a298847y7ZfsGABd955J8899xx9+vQhOzub7Oxsjh49WrbNjBkzWLp0KXv37iU9PZ1x48aRnp5etk+Rs2o/FFr1haLTsPxp02mcZ8XfrGlVm7aDnveaTiPiGmJugcuutn4ffPmwVRx6mtS3YPvn4OMHN78BAQ1NJxKpM0YL3tGjR5OQkMDMmTPp2rUrKSkpJCUl0bq1dbNMVlZWhTF5X331VYqKipgwYQLNmzcve0ycOLFsmyNHjnD//fcTFRVFfHw8mZmZpKSk0KtXL6e/P3EzNhsMPTNaR9r7kLnRbB5nyN4Ka+day8NmeX5fRZHqstng2tlgD4A9/4ZtH5tOVLsOrIclZ6ZUHvxXaHH2kYxEPIHxm9YefPBBHnzwwSq/Nn/+/Aqvly9fft79Pf/88zz/vBf2wZTaEdnLmmZ0c6L1x+CepVZ3B09UUgJfTAZHMUTdAJfHm04k4lqatoX+/8+64vPVVGg7yOru4O7ysiDxD1BcAFdcB3EPmU4kUuc89C+5yEUYMgP8GsBP38OWD02nqTtp71jv0b8hXPOM6TQirunKSdC0PRw/BEmPmE5z8QpPW8Xu8WwIi4bfveK5H+pF/ov+l4v8VlBzuOov1nLyX+HUEaNx6sTRTFj2hLU88DEINjsMkYjL8g2AUXPB5mN9AN7qxl0bHA74cgpkboDAxnDb+xDQyHQqEadQwStSlT4Plp/VSf6r6TS1y+GAz/5kDcHWsif01g2dIucU2dPq2gBWN6C8g2bzXKjlz0D6+1bxfst8CLnMdCIRp1HBK1IV3wC44cz4mxvfhn0rzeapTRvfsW7C8Q20zlz52E0nEnF9V/0PNO8Cp4/AonuhuMh0opr5/jVYcabr0oi/Q9uBZvOIOJkKXpGzad0XYu+2lj+fCIWnzOapDb/sgaWPWcuDnoDQqqfbFpHfsPvBTW9Yfd5//A6+fcp0ourbugiSznTTuvoxDT8oXkkFr8i5DJ0BjZrD4T3u37WhKB/+dTcUHIfW/aDPH00nEnEvoe1h5BxredXzsCPJbJ7q2PU1fPwA4ICe98FVHnDjncgFUMErci6BweV/4L6fB7uSz729K0v+K2RtgnohcNPr6sogciE6/g56n/mw+PF9kL3FbJ5z2fkVLLwdSgqt3MP/Zo0vLOKFVPCKnE+7IdDrAWv50wfhRK7ZPBdi68ew7hVr+XevQFALs3lE3NnQmdBmgHW15P1bXfMmth8+Kx9rN+oGuPE1fcgVr6aCV6Q6hs6AZlFwIgcWjYOSYtOJqi9rk1WoA/T9M1w+zGweEXfn6w+3vguhHeDYQavoPfWr6VTlvn8NPrrLOrPb6Sa4+S2rD7KIF1PBK1IdfvXg5jfBrz7sXQ7fPGk6UfUcz4EFv4eiU9aZ6iHTTScS8Qz1GsMdH0KDZnBoC7z7O/NjdpcUQ/L/QtLD4CiB7nfB7+aB3fikqiLGqeAVqa7waLjhJWt51fPww2Kzec4n/xi8fwvk/QRN21l3mOuSpkjtaXIp3PmZ1S/+YBq8dxOcPGwmy6kjsOA2+C7Bej1wGlz/gopdkTNU8IrURMzN5fPOf/wAHPjebJ6zKcqHhXdAVjrUbwq3J1pnpESkdoVHw52LrZnLMjfAm8Pg1x+dmyFzI7w2EHYts8bX/t08azQG3aAmUkYFr0hNDZkB7YdZ3QQ+GA25u00nqqioAP51D+xbYY0Zese/ILSd6VQinqt5Zxj7JTRqAbn/gdeHQMbauj9ucRGk/B3eGAqH90JwK7hnKXQZXffHFnEzKnhFasruC7e8BS26w6nDVt+9I04+o3M2Rfnw4Z2w4wuw+8Pod+GS7qZTiXi+iE5w378hPMa6ufWtEbDi73V3g+uB9fDa1fDNU1BSBNGj4IEV0KJr3RxPxM2p4BW5EP4N4PcfQkhbOJqB77sjqZ9/yGym03lWH77/LLEua962ANoOMptJxJsEtYB7lkDn0eAotmZje2Mo/JRae8f4ZY/VneqNIdYYwIGNYdQrcMt8qB9Se8cR8TAqeEUuVMNm1mXMpu2x5f3ElbuehkPbzGQ5cgDevAb2fGONJPH7D6H9EDNZRLxZQCO4cR787lXwbwSZqfD6IFh0EZNUOBzw0war0J3TEzYvtNZ3/QP8KRW63q7+uiLnods3RS5GUHMY+yWOt6+nXu5OHO+MgJvehA7XOC/DvhT41zjrMmrDcLh9AVwS67zji0hlXW6Dy66Gr6fDpgWw5UPr0fpK6DgKOgyH4JZn//7iImu4s/8she2fw6Gt5V9rHw9XT1V3JZEaUMErcrEahVN055ccmXcDzY7/YHUruOoRGPBI3Q4JVFwEy2fByucAB4R3gt8nnvuPqIg4T6MIa2bD3g/A6pdg26fw4yrrkfQwNAizRnloGG7dYFpSZN0XcPQnyNkORafL92UPgE43Qs/7oKU+0IrUlApekdpQrzFr2j3MtbYV2NPehhV/g93/tv7Yhbav/eNlrIMvp5Sf9el+J1zzjNW3WERcS4tu1sQ1Q2bAto9hRxIcWGddldmbc/bv828El11lnQ3uMEJ9dEUuggpekVrisPlSMuI57JcNgC+mWGNyvtwHej1gnfGtjXFwc3dDyrOwOdF6Xa8JXPucNX2oiLi2xpHQb6L1yD8OP++wzuSe+hUKjoPNbhW1DcOsKzZN2oCPbrURqQ0qeEVqW8zNENnbOgO7axms/SekvWudhe11PzRpXbP9lZTA/pWw8W3Y9ok1ZShAtz/AkJnQoGntvwcRqVsBDaFlD+shInVOBa9IXWgcCXd8BLu+hmWPw8/bYc0c63FJD7jiWojsBRExEBhc8XtLiuFIBmRvhr3LrX0czSj/+uXXwFX/oxtWREREqkkFr0hdaj/EGgt399fWmd69y62uDpkbyrcJDIZ6IeDjC4Un4eQvFW9WAQgIsrot9Lgbmndx6lsQERFxdyp4Reqajw9cHm89jmXDji+t8XKzNsHRA3D6qPX4b/YA62a31v2g7UBocxX41zeTX0RExM2p4BVxpkYR0HOc9QDrZpXjP1tndR0lVlEb2BgatwIfu9GoIiIinkIFr4hJ9ZpYDxEREakzGu9ERERERDyaCl4RERER8WgqeEVERETEo6ngFRERERGPpoJXRERERDyaCl4RERER8WgqeEVERETEo6ngFRERERGPpoJXRERERDyaCl4RERER8WgqeEVERETEoxkveF9++WXatGlDYGAgsbGxrFy58pzbr1ixgtjYWAIDA7nssst45ZVXKm2zaNEioqOjCQgIIDo6mk8++aSu4ouIiIiIizNa8CYmJjJp0iSmTZtGWloa/fv3Z/jw4WRkZFS5/b59+xgxYgT9+/cnLS2Nxx57jD//+c8sWrSobJs1a9YwevRoxowZw6ZNmxgzZgy33nor69atc9bbEhEREREX4mvy4LNnz2bcuHHce++9ACQkJLB06VLmzp3LrFmzKm3/yiuv0KpVKxISEgCIiopiw4YN/OMf/+Cmm24q28fQoUOZOnUqAFOnTmXFihUkJCSwYMGCKnPk5+eTn59f9jovLw+AwsJCCgsLa+39nk3pMZxxLKkbakP3pzZ0f2pD96b2c3/ObsOaHMdYwVtQUEBqaiqPPvpohfXx8fGsXr26yu9Zs2YN8fHxFdYNGzaMN954g8LCQvz8/FizZg2TJ0+utE1pkVyVWbNmMWPGjErrP/30U+rXr1/Nd3TxFi9e7LRjSd1QG7o/taH7Uxu6N7Wf+3NWG548eRIAh8Nx3m2NFby5ubkUFxcTHh5eYX14eDjZ2dlVfk92dnaV2xcVFZGbm0vz5s3Pus3Z9gnWWeApU6aUvc7MzCQ6OrrszLOIiIiIuKZjx44RHBx8zm2MdmkAsNlsFV47HI5K6863/W/X13SfAQEBBAQElL1u2LAhBw4coFGjRuf8vtqSl5dHZGQkBw4cICgoqM6PJ7VPbej+1IbuT23o3tR+7s/ZbehwODh27BgtWrQ477bGCt7Q0FDsdnulM685OTmVztCWioiIqHJ7X19fmjZtes5tzrbPqvj4+NCyZctqb19bgoKC9EPu5tSG7k9t6P7Uhu5N7ef+nNmG5zuzW8rYKA3+/v7ExsaSnJxcYX1ycjJ9+/at8nvi4uIqbb9s2TJ69OiBn5/fObc52z5FRERExLMZ7dIwZcoUxowZQ48ePYiLi2PevHlkZGQwfvx4wOpbm5mZyTvvvAPA+PHjmTNnDlOmTOG+++5jzZo1vPHGGxVGX5g4cSIDBgzgb3/7GyNHjmTx4sV8/fXXrFq1ysh7FBERERGzjBa8o0eP5pdffmHmzJlkZWXRqVMnkpKSaN26NQBZWVkVxuRt06YNSUlJTJ48mX/+85+0aNGCF198sWxIMoC+ffuycOFCHn/8cZ544gnatm1LYmIivXv3dvr7q66AgAD+93//t0I/YnEvakP3pzZ0f2pD96b2c3+u3IY2R3XGchARERERcVPGpxYWEREREalLKnhFRERExKOp4BURERERj6aCV0REREQ8mgpeF/Dyyy/Tpk0bAgMDiY2NZeXKlaYjSTWlpKRw/fXX06JFC2w2G59++qnpSFIDs2bNomfPnjRq1IiwsDBGjRrFzp07TceSGpg7dy6dO3cuG+g+Li6OJUuWmI4lF2HWrFnYbDYmTZpkOopU0/Tp07HZbBUeERERpmNVoILXsMTERCZNmsS0adNIS0ujf//+DB8+vMJwbOK6Tpw4QZcuXZgzZ47pKHIBVqxYwYQJE1i7di3JyckUFRURHx/PiRMnTEeTamrZsiXPPPMMGzZsYMOGDQwaNIiRI0eybds209HkAqxfv5558+bRuXNn01Gkhjp27EhWVlbZY8uWLaYjVaBhyQzr3bs33bt3Z+7cuWXroqKiGDVqFLNmzTKYTGrKZrPxySefMGrUKNNR5AL9/PPPhIWFsWLFCgYMGGA6jlygkJAQ/v73vzNu3DjTUaQGjh8/Tvfu3Xn55Zd56qmn6Nq1KwkJCaZjSTVMnz6dTz/9lPT0dNNRzkpneA0qKCggNTWV+Pj4Cuvj4+NZvXq1oVQi3uvo0aOAVTCJ+ykuLmbhwoWcOHGCuLg403GkhiZMmMC1117LkCFDTEeRC7Br1y5atGhBmzZtuO2229i7d6/pSBUYnWnN2+Xm5lJcXEx4eHiF9eHh4WRnZxtKJeKdHA4HU6ZM4corr6RTp06m40gNbNmyhbi4OE6fPk3Dhg355JNPiI6ONh1LamDhwoVs3LiR9evXm44iF6B379688847XH755Rw6dIinnnqKvn37sm3bNpo2bWo6HqCC1yXYbLYKrx0OR6V1IlK3HnroITZv3syqVatMR5Ea6tChA+np6Rw5coRFixZx1113sWLFChW9buLAgQNMnDiRZcuWERgYaDqOXIDhw4eXLcfExBAXF0fbtm15++23mTJlisFk5VTwGhQaGordbq90NjcnJ6fSWV8RqTt/+tOf+Oyzz0hJSaFly5am40gN+fv7065dOwB69OjB+vXreeGFF3j11VcNJ5PqSE1NJScnh9jY2LJ1xcXFpKSkMGfOHPLz87Hb7QYTSk01aNCAmJgYdu3aZTpKGfXhNcjf35/Y2FiSk5MrrE9OTqZv376GUol4D4fDwUMPPcTHH3/MN998Q5s2bUxHklrgcDjIz883HUOqafDgwWzZsoX09PSyR48ePbjjjjtIT09XseuG8vPz2b59O82bNzcdpYzO8Bo2ZcoUxowZQ48ePYiLi2PevHlkZGQwfvx409GkGo4fP87u3bvLXu/bt4/09HRCQkJo1aqVwWRSHRMmTOCDDz5g8eLFNGrUqOxqS3BwMPXq1TOcTqrjscceY/jw4URGRnLs2DEWLlzI8uXL+eqrr0xHk2pq1KhRpX7zDRo0oGnTpupP7yYefvhhrr/+elq1akVOTg5PPfUUeXl53HXXXaajlVHBa9jo0aP55ZdfmDlzJllZWXTq1ImkpCRat25tOppUw4YNGxg4cGDZ69K+SnfddRfz5883lEqqq3Q4wKuvvrrC+rfeeouxY8c6P5DU2KFDhxgzZgxZWVkEBwfTuXNnvvrqK4YOHWo6mojX+Omnn7j99tvJzc2lWbNm9OnTh7Vr17pULaNxeEVERETEo6kPr4iIiIh4NBW8IiIiIuLRVPCKiIiIiEdTwSsiIiIiHk0Fr4iIiIh4NBW8IiIiIuLRVPCKiIiIiEdTwSsiIiIiHk0Fr4iIh5g+fTpdu3Y1HUNExOVopjURETdgs9nO+fW77rqLOXPmkJ+fT9OmTZ2USkTEPajgFRFxA9nZ2WXLiYmJ/PWvf2Xnzp1l6+rVq0dwcLCJaCIiLk9dGkRE3EBERETZIzg4GJvNVmndb7s0jB07llGjRvH0008THh5O48aNmTFjBkVFRfzlL38hJCSEli1b8uabb1Y4VmZmJqNHj6ZJkyY0bdqUkSNHsn//fue+YRGRWqSCV0TEg33zzTccPHiQlJQUZs+ezfTp07nuuuto0qQJ69atY/z48YwfP54DBw4AcPLkSQYOHEjDhg1JSUlh1apVNGzYkGuuuYaCggLD70ZE5MKo4BUR8WAhISG8+OKLdOjQgXvuuYcOHTpw8uRJHnvsMdq3b8/UqVPx9/fnu+++A2DhwoX4+Pjw+uuvExMTQ1RUFG+99RYZGRksX77c7JsREblAvqYDiIhI3enYsSM+PuXnNsLDw+nUqVPZa7vdTtOmTcnJyQEgNTWV3bt306hRowr7OX36NHv27HFOaBGRWqaCV0TEg/n5+VV4bbPZqlxXUlICQElJCbGxsbz//vuV9tWsWbO6CyoiUodU8IqISJnu3buTmJhIWFgYQUFBpuOIiNQK9eEVEZEyd9xxB6GhoYwcOZKVK1eyb98+VqxYwcSJE/npp59MxxMRuSAqeEVEpEz9+vVJSUmhVatW3HjjjURFRXHPPfdw6tQpnfEVEbeliSdERERExKPpDK+IiIiIeDQVvCIiIiLi0VTwioiIiIhHU8ErIiIiIh5NBa+IiIiIeDQVvCIiIiLi0VTwioiIiIhHU8ErIiIiIh5NBa+IiIiIeDQVvCIiIiLi0VTwioiIiIhH+/+9YykhkCG11gAAAABJRU5ErkJggg==",
|
|
"text/plain": [
|
|
"<Figure size 800x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import numpy as np\n",
|
|
"import qutip as qt\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"\n",
|
|
"# --- Parameters ---\n",
|
|
"J = 1.0 # Hopping amplitude\n",
|
|
"U = 3.0 # On-site interaction strength\n",
|
|
"mu = 0.0 # Chemical potential (set to zero for simplicity)\n",
|
|
"Delta = 3.0 # energy tilt of sites\n",
|
|
"Nmax = 2 # Maximum boson number per site (Hilbert space dimension d = Nmax+1)\n",
|
|
"d = Nmax + 1\n",
|
|
"\n",
|
|
"# --- Define Operators ---\n",
|
|
"# Single-site bosonic operators in the truncated Fock space\n",
|
|
"a = qt.destroy(d)\n",
|
|
"adag = a.dag()\n",
|
|
"n_op = adag * a\n",
|
|
"\n",
|
|
"# --- Construct Hamiltonian ---\n",
|
|
"# Hopping term: -t (a† ⊗ a + a ⊗ a†)\n",
|
|
"H_hop = -J * (qt.tensor(adag, a) + qt.tensor(a, adag))\n",
|
|
"\n",
|
|
"# Interaction term: (U/2) * [n(n-1)] on each site\n",
|
|
"# We subtract the identity appropriately to compute n(n-1)\n",
|
|
"H_int = (U/2) * (qt.tensor(n_op * (n_op - qt.qeye(d)), qt.qeye(d)) +\n",
|
|
" qt.tensor(qt.qeye(d), n_op * (n_op - qt.qeye(d))))\n",
|
|
"\n",
|
|
"# Chemical potential term (if desired)\n",
|
|
"H_mu = - mu * (qt.tensor(n_op, qt.qeye(d)) + qt.tensor(qt.qeye(d), n_op))\n",
|
|
"\n",
|
|
"#tilt potential\n",
|
|
"H_tilt = Delta * (1*qt.tensor(n_op, qt.qeye(d)) + 2*qt.tensor(qt.qeye(d), n_op))\n",
|
|
"\n",
|
|
"# Total Hamiltonian\n",
|
|
"H = H_hop + H_int + H_mu + H_tilt\n",
|
|
"\n",
|
|
"# --- Define Initial State ---\n",
|
|
"# The product Fock state |1,1> (one boson per site)\n",
|
|
"psi0 = qt.tensor(qt.basis(d, 1), qt.basis(d, 1))\n",
|
|
"\n",
|
|
"# --- Time Evolution Setup ---\n",
|
|
"tlist = np.linspace(0, 5, 501) # Evolve from time 0 to 5 in 101 steps\n",
|
|
"\n",
|
|
"# We want to monitor the number operator expectation values at each site.\n",
|
|
"e_ops = [qt.tensor(n_op, qt.qeye(d)), qt.tensor(qt.qeye(d), n_op)]\n",
|
|
"\n",
|
|
"# Create an Options object with store_states=True\n",
|
|
"opts = qt.Options(store_states=True)\n",
|
|
"\n",
|
|
"# Run the evolution and store the full state history\n",
|
|
"result = qt.sesolve(H, psi0, tlist, e_ops=e_ops, options=opts)\n",
|
|
"\n",
|
|
"\n",
|
|
"# --- Extracting and Plotting State Vector Components ---\n",
|
|
"# Create an array of states; each state is flattened into a 1D array of length d^2\n",
|
|
"states = np.array([state.full().flatten() for state in result.states])\n",
|
|
"# Compute probabilities: squared magnitude of each component\n",
|
|
"probs = np.abs(states)**2\n",
|
|
"\n",
|
|
"# Create labels for each basis state in the two-site Fock space\n",
|
|
"basis_labels = [f\"|{n0},{n1}>\" for n0 in range(d) for n1 in range(d)]\n",
|
|
"\n",
|
|
"# Plot the probability for each basis state over time\n",
|
|
"plt.figure(figsize=(10, 6))\n",
|
|
"for idx, label in enumerate(basis_labels):\n",
|
|
" if idx==2 or idx==4 or idx==6:\n",
|
|
" plt.plot(tlist, probs[:, idx], label=label)\n",
|
|
"plt.xlabel('Time')\n",
|
|
"plt.ylabel('Probability')\n",
|
|
"plt.title('Time Evolution of Individual Basis State Probabilities')\n",
|
|
"plt.legend(loc=\"upper right\", bbox_to_anchor=(1.25, 1))\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"# --- Plot the Results ---\n",
|
|
"plt.figure(figsize=(8, 5))\n",
|
|
"plt.plot(tlist, result.expect[0], label='Site 0')\n",
|
|
"plt.plot(tlist, result.expect[1], label='Site 1')\n",
|
|
"plt.xlabel('Time')\n",
|
|
"plt.ylabel('Occupation number')\n",
|
|
"plt.title('Time Evolution of a 2-Site Bose-Hubbard Model')\n",
|
|
"plt.legend()\n",
|
|
"plt.grid(True)\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## If we add NNI and DIT"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 77,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
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"text/plain": [
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"<Figure size 1000x600 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
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"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 800x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import numpy as np\n",
|
|
"import qutip as qt\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"\n",
|
|
"# --- Parameters ---\n",
|
|
"J = 1.0 # Hopping amplitude\n",
|
|
"U = 10.0 # On-site interaction strength\n",
|
|
"mu = 0.0 # Chemical potential (set to zero for simplicity)\n",
|
|
"Delta = 10.0 # energy tilt of sites\n",
|
|
"V = 0. # nearest neighbour interaction energy (due to DDI)\n",
|
|
"DeltaJ = 0. # density induced tunneling\n",
|
|
"\n",
|
|
"Nmax = 2 # Maximum boson number per site (Hilbert space dimension d = Nmax+1)\n",
|
|
"d = Nmax + 1\n",
|
|
"\n",
|
|
"# --- Define Operators ---\n",
|
|
"# Single-site bosonic operators in the truncated Fock space\n",
|
|
"a = qt.destroy(d)\n",
|
|
"adag = a.dag()\n",
|
|
"n_op = adag * a\n",
|
|
"\n",
|
|
"# --- Construct Hamiltonian ---\n",
|
|
"# Hopping term: -J (a† ⊗ a + a ⊗ a†)\n",
|
|
"H_hop = -J * (qt.tensor(adag, a) + qt.tensor(a, adag))\n",
|
|
"\n",
|
|
"# Interaction term: (U/2) * [n(n-1)] on each site\n",
|
|
"# We subtract the identity appropriately to compute n(n-1)\n",
|
|
"H_int = (U/2) * (qt.tensor(n_op * (n_op - qt.qeye(d)), qt.qeye(d)) +\n",
|
|
" qt.tensor(qt.qeye(d), n_op * (n_op - qt.qeye(d))))\n",
|
|
"\n",
|
|
"# Chemical potential term (if desired)\n",
|
|
"H_mu = - mu * (qt.tensor(n_op, qt.qeye(d)) + qt.tensor(qt.qeye(d), n_op))\n",
|
|
"\n",
|
|
"#tilt potential\n",
|
|
"H_tilt = Delta * (1*qt.tensor(n_op, qt.qeye(d)) + 2*qt.tensor(qt.qeye(d), n_op))\n",
|
|
"\n",
|
|
"#nearest neighbour interaction\n",
|
|
"H_nni = V * qt.tensor(n_op, qt.qeye(d)) * qt.tensor(qt.qeye(d), n_op)\n",
|
|
"\n",
|
|
"#density induced tunneling\n",
|
|
"H_dit = - DeltaJ * (qt.tensor(adag,a)* (qt.tensor(n_op,qt.qeye(d)) + qt.tensor(n_op,qt.qeye(d)) - 1) +\n",
|
|
" qt.tensor(a,adag)* (qt.tensor(n_op,qt.qeye(d)) + qt.tensor(n_op,qt.qeye(d)) - 1))\n",
|
|
"\n",
|
|
"\n",
|
|
"# Total Hamiltonian\n",
|
|
"H = H_hop + H_int + H_mu + H_tilt + H_nni + H_dit\n",
|
|
"\n",
|
|
"# --- Define Initial State ---\n",
|
|
"# The product Fock state |1,1> (one boson per site)\n",
|
|
"psi0 = qt.tensor(qt.basis(d, 1), qt.basis(d, 1))\n",
|
|
"\n",
|
|
"# --- Time Evolution Setup ---\n",
|
|
"tlist = np.linspace(0, 5, 501) # Evolve from time 0 to 5 in 101 steps\n",
|
|
"\n",
|
|
"# We want to monitor the number operator expectation values at each site.\n",
|
|
"e_ops = [qt.tensor(n_op, qt.qeye(d)), qt.tensor(qt.qeye(d), n_op)]\n",
|
|
"\n",
|
|
"# Create an Options object with store_states=True\n",
|
|
"opts = qt.Options(store_states=True)\n",
|
|
"\n",
|
|
"# Run the evolution and store the full state history\n",
|
|
"result = qt.sesolve(H, psi0, tlist, e_ops=e_ops, options=opts)\n",
|
|
"\n",
|
|
"\n",
|
|
"# --- Extracting and Plotting State Vector Components ---\n",
|
|
"# Create an array of states; each state is flattened into a 1D array of length d^2\n",
|
|
"states = np.array([state.full().flatten() for state in result.states])\n",
|
|
"# Compute probabilities: squared magnitude of each component\n",
|
|
"probs = np.abs(states)**2\n",
|
|
"\n",
|
|
"# Create labels for each basis state in the two-site Fock space\n",
|
|
"basis_labels = [f\"|{n0},{n1}>\" for n0 in range(d) for n1 in range(d)]\n",
|
|
"# Create a list of corresponding total particle numbers for each basis state\n",
|
|
"total_particles = [n0 + n1 for n0 in range(d) for n1 in range(d)]\n",
|
|
"\n",
|
|
"# Filter indices for basis states with exactly 2 particles\n",
|
|
"indices_2particles = [idx for idx, tot in enumerate(total_particles) if tot == 2]\n",
|
|
"labels_2particles = [basis_labels[idx] for idx in indices_2particles]\n",
|
|
"\n",
|
|
"# Plot the probability for each 2-particle basis state over time\n",
|
|
"plt.figure(figsize=(10, 6))\n",
|
|
"for idx, label in zip(indices_2particles, labels_2particles):\n",
|
|
" plt.plot(tlist, probs[:, idx], label=label)\n",
|
|
"plt.xlabel('Time')\n",
|
|
"plt.ylabel('Probability')\n",
|
|
"plt.title('Time Evolution of Basis States with 2 Particles')\n",
|
|
"plt.legend(loc=\"upper right\", bbox_to_anchor=(1.25, 1))\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"# --- Plot the Results ---\n",
|
|
"plt.figure(figsize=(8, 5))\n",
|
|
"plt.plot(tlist, result.expect[0], label='Site 0')\n",
|
|
"plt.plot(tlist, result.expect[1], label='Site 1')\n",
|
|
"plt.xlabel('Time')\n",
|
|
"plt.ylabel('Occupation number')\n",
|
|
"plt.title('Time Evolution of a 2-Site Bose-Hubbard Model')\n",
|
|
"plt.legend()\n",
|
|
"plt.grid(True)\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Make tilt time dependent:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 324,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"import numpy as np\n",
|
|
"import qutip as qt\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"from scipy import constants as const\n",
|
|
"\n",
|
|
"#add relative path to backend\n",
|
|
"import sys\n",
|
|
"sys.path.append('../../clean_diag/backend')\n",
|
|
"\n",
|
|
"import trap_units as si"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 543,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# --- Parameters ---\n",
|
|
"J = 2*np.pi* 262#Hz # Hopping amplitude\n",
|
|
"U = 2*np.pi* 1000 # On-site interaction strength\n",
|
|
"mu = 0.0 # Chemical potential (set to zero for simplicity)\n",
|
|
"\n",
|
|
"V = 0. # nearest neighbour interaction energy (due to DDI)\n",
|
|
"DeltaJ = 0. # density induced tunneling\n",
|
|
"\n",
|
|
"# Parameters for the tilt\n",
|
|
"Delta_start = 2*np.pi* 0 #tilt energy at start\n",
|
|
"Delta_end = 4*U #------\"-------- end\n",
|
|
"\n",
|
|
"omega_J = 2*J\n",
|
|
"tau = 10*si.ms #time duration of simulation\n",
|
|
"\n",
|
|
"N_steps = int(1e3) #number of timesteps"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 544,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"1646.1945504810517\n",
|
|
"6283.185307179586\n",
|
|
"0.0\n",
|
|
"25132.741228718343\n",
|
|
"0.01\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"print(J)\n",
|
|
"print(U)\n",
|
|
"\n",
|
|
"print(Delta_start)\n",
|
|
"print(Delta_end)\n",
|
|
"\n",
|
|
"print(tau)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 545,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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",
|
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"text/plain": [
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"<Figure size 1000x600 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
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},
|
|
{
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"data": {
|
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"image/png": 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",
|
|
"text/plain": [
|
|
"<Figure size 800x500 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"Nmax = 2 # Maximum boson number per site (Hilbert space dimension d = Nmax+1)\n",
|
|
"d = Nmax + 1\n",
|
|
"\n",
|
|
"# --- Define Operators ---\n",
|
|
"# Single-site bosonic operators in the truncated Fock space\n",
|
|
"a = qt.destroy(d)\n",
|
|
"adag = a.dag()\n",
|
|
"n_op = adag * a\n",
|
|
"\n",
|
|
"# --- Construct Hamiltonian ---\n",
|
|
"# Hopping term: -J (a† ⊗ a + a ⊗ a†)\n",
|
|
"H_hop = -J * (qt.tensor(adag, a) + qt.tensor(a, adag))\n",
|
|
"# Interaction term: (U/2) * [n(n-1)] on each site\n",
|
|
"# We subtract the identity appropriately to compute n(n-1)\n",
|
|
"H_int = (U/2) * (qt.tensor(n_op * (n_op - qt.qeye(d)), qt.qeye(d)) +\n",
|
|
" qt.tensor(qt.qeye(d), n_op * (n_op - qt.qeye(d))))\n",
|
|
"# Chemical potential term (if desired)\n",
|
|
"H_mu = - mu * (qt.tensor(n_op, qt.qeye(d)) + qt.tensor(qt.qeye(d), n_op))\n",
|
|
"\n",
|
|
"#tilt potential\n",
|
|
"H_tilt_op = (1*qt.tensor(n_op, qt.qeye(d)) + 2*qt.tensor(qt.qeye(d), n_op))\n",
|
|
"# Define the time-dependent function for the tilt\n",
|
|
"def tilt_func(t, args):\n",
|
|
" return args['a']+ (args['b']-args['a'])* t/args['tau']\n",
|
|
"\n",
|
|
"\n",
|
|
"#nearest neighbour interaction\n",
|
|
"H_nni = V * qt.tensor(n_op, qt.qeye(d)) * qt.tensor(qt.qeye(d), n_op)\n",
|
|
"#density induced tunneling\n",
|
|
"H_dit = - DeltaJ * (qt.tensor(adag,a)* (qt.tensor(n_op,qt.qeye(d)) + qt.tensor(n_op,qt.qeye(d)) - 1) +\n",
|
|
" qt.tensor(a,adag)* (qt.tensor(n_op,qt.qeye(d)) + qt.tensor(n_op,qt.qeye(d)) - 1))\n",
|
|
"\n",
|
|
"\n",
|
|
"# Total Hamiltonian\n",
|
|
"H_static = H_hop + H_int + H_mu + H_nni + H_dit\n",
|
|
"\n",
|
|
"H = [H_static, [H_tilt_op, tilt_func]]\n",
|
|
"tilt_args = {'a': Delta_start, 'b': Delta_end, 'tau': tau}\n",
|
|
"\n",
|
|
"\n",
|
|
"# --- Define Initial State ---\n",
|
|
"# The product Fock state |1,1> (one boson per site)\n",
|
|
"psi0 = qt.tensor(qt.basis(d, 1), qt.basis(d, 1))\n",
|
|
"\n",
|
|
"# --- Time Evolution Setup ---\n",
|
|
"tlist = np.linspace(0, tau, N_steps) # Evolve from time 0 to 5 in 101 steps\n",
|
|
"\n",
|
|
"# We want to monitor the number operator expectation values at each site.\n",
|
|
"e_ops = [qt.tensor(n_op, qt.qeye(d)), qt.tensor(qt.qeye(d), n_op)]\n",
|
|
"\n",
|
|
"# Create an Options object with store_states=True\n",
|
|
"opts = qt.Options(store_states=True, nsteps=10000)\n",
|
|
"\n",
|
|
"# Run the evolution and store the full state history\n",
|
|
"result = qt.sesolve(H, psi0, tlist, e_ops=e_ops, options=opts, args=tilt_args)\n",
|
|
"\n",
|
|
"\n",
|
|
"# --- Extracting and Plotting State Vector Components ---\n",
|
|
"# Create an array of states; each state is flattened into a 1D array of length d^2\n",
|
|
"states = np.array([state.full().flatten() for state in result.states])\n",
|
|
"# Compute probabilities: squared magnitude of each component\n",
|
|
"probs = np.abs(states)**2\n",
|
|
"\n",
|
|
"# Create labels for each basis state in the two-site Fock space\n",
|
|
"basis_labels = [f\"|{n0},{n1}>\" for n0 in range(d) for n1 in range(d)]\n",
|
|
"# Create a list of corresponding total particle numbers for each basis state\n",
|
|
"total_particles = [n0 + n1 for n0 in range(d) for n1 in range(d)]\n",
|
|
"\n",
|
|
"# Filter indices for basis states with exactly 2 particles\n",
|
|
"indices_2particles = [idx for idx, tot in enumerate(total_particles) if tot == 2]\n",
|
|
"labels_2particles = [basis_labels[idx] for idx in indices_2particles]\n",
|
|
"\n",
|
|
"# Plot the probability for each 2-particle basis state over time\n",
|
|
"plt.figure(figsize=(10, 6))\n",
|
|
"for idx, label in zip(indices_2particles, labels_2particles):\n",
|
|
" plt.plot(tlist, probs[:, idx], label=label)\n",
|
|
"plt.xlabel('Time [s]')\n",
|
|
"plt.ylabel('Probability')\n",
|
|
"plt.title('Time Evolution of Basis States with 2 Particles')\n",
|
|
"plt.legend(loc=\"upper right\", bbox_to_anchor=(1.25, 1))\n",
|
|
"plt.tight_layout()\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"# --- Plot the Results ---\n",
|
|
"plt.figure(figsize=(8, 5))\n",
|
|
"plt.plot(tlist, result.expect[0], label='Site 0')\n",
|
|
"plt.plot(tlist, result.expect[1], label='Site 1')\n",
|
|
"plt.ylim(-0.1,2.1)\n",
|
|
"plt.xlabel('Time [s]')\n",
|
|
"plt.ylabel('Occupation number')\n",
|
|
"plt.title('Time Evolution of a 2-Site Bose-Hubbard Model')\n",
|
|
"plt.legend()\n",
|
|
"plt.grid(True)\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Fidelity should be given by probability of |2,0> (if particles are perfectly indistinguishable)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 546,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"0.8284621706456528"
|
|
]
|
|
},
|
|
"execution_count": 546,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"np.mean(probs[-int(N_steps/5):,6])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "use_tenpy",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.12.3"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|