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PINA/tutorials/tutorial10/tutorial.ipynb
2025-03-19 17:48:25 +01:00

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Tutorial: Averaging Neural Operator for solving Kuramoto Sivashinsky equation\n",
"\n",
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial10/tutorial.ipynb)\n",
"\n",
"In this tutorial we will build a Neural Operator using the\n",
"`AveragingNeuralOperator` model and the `SupervisedSolver`. At the end of the\n",
"tutorial you will be able to train a Neural Operator for learning\n",
"the operator of time dependent PDEs.\n",
"\n",
"\n",
"First of all, some useful imports. Note we use `scipy` for i/o operations.\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"## routine needed to run the notebook on Google Colab\n",
"try:\n",
" import google.colab\n",
" IN_COLAB = True\n",
"except:\n",
" IN_COLAB = False\n",
"if IN_COLAB:\n",
" !pip install \"pina-mathlab\"\n",
" # get the data\n",
" !mkdir \"data\"\n",
" !wget \"https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial10/data/Data_KS.mat\" -O \"data/Data_KS.mat\"\n",
" !wget \"https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial10/data/Data_KS2.mat\" -O \"data/Data_KS2.mat\"\n",
"\n",
"import torch\n",
"import matplotlib.pyplot as plt\n",
"import warnings\n",
"\n",
"from scipy import io\n",
"from pina import Condition, Trainer, LabelTensor\n",
"from pina.model import AveragingNeuralOperator\n",
"from pina.solver import SupervisedSolver\n",
"from pina.problem.zoo import SupervisedProblem\n",
"\n",
"warnings.filterwarnings('ignore')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Data Generation\n",
"\n",
"We will focus on solving a specific PDE, the **Kuramoto Sivashinsky** (KS) equation.\n",
"The KS PDE is a fourth-order nonlinear PDE with the following form:\n",
"\n",
"$$\n",
"\\frac{\\partial u}{\\partial t}(x,t) = -u(x,t)\\frac{\\partial u}{\\partial x}(x,t)- \\frac{\\partial^{4}u}{\\partial x^{4}}(x,t) - \\frac{\\partial^{2}u}{\\partial x^{2}}(x,t).\n",
"$$\n",
"\n",
"In the above $x\\in \\Omega=[0, 64]$ represents a spatial location, $t\\in\\mathbb{T}=[0,50]$ the time and $u(x, t)$ is the value of the function $u:\\Omega \\times\\mathbb{T}\\in\\mathbb{R}$. We indicate with $\\mathbb{U}$ a suitable space for $u$, i.e. we have that the solution $u\\in\\mathbb{U}$.\n",
"\n",
"\n",
"We impose Dirichlet boundary conditions on the derivative of $u$ on the border of the domain $\\partial \\Omega$\n",
"$$\n",
"\\frac{\\partial u}{\\partial x}(x,t)=0 \\quad \\forall (x,t)\\in \\partial \\Omega\\times\\mathbb{T}.\n",
" $$\n",
"\n",
"Initial conditions are sampled from a distribution over truncated Fourier series with random coefficients \n",
"$\\{A_k, \\ell_k, \\phi_k\\}_k$ as\n",
"$$\n",
" u(x,0) = \\sum_{k=1}^N A_k \\sin(2 \\pi \\ell_k x / L + \\phi_k) \\ ,\n",
"$$\n",
"\n",
"where $A_k \\in [-0.4, -0.3]$, $\\ell_k = 2$, $\\phi_k = 2\\pi \\quad \\forall k=1,\\dots,N$. \n",
"\n",
"\n",
"We have already generated some data for differenti initial conditions, and our objective will\n",
"be to build a Neural Operator that, given $u(x, t)$ will output $u(x, t+\\delta)$, where\n",
"$\\delta$ is a fixed time step. We will come back on the Neural Operator architecture, for now\n",
"we first need to import the data.\n",
"\n",
"**Note:**\n",
"*The numerical integration is obtained by using pseudospectral method for spatial derivative discratization and\n",
"implicit Runge Kutta 5 for temporal dynamics.*\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Data Loaded\n",
" shape initial condition: torch.Size([100, 12800, 3])\n",
" shape solution: torch.Size([100, 12800, 1])\n"
]
}
],
"source": [
"# load data\n",
"data=io.loadmat(\"data/Data_KS.mat\")\n",
"\n",
"# converting to label tensor\n",
"initial_cond_train = LabelTensor(torch.tensor(data['initial_cond_train'], dtype=torch.float), ['t','x','u0'])\n",
"initial_cond_test = LabelTensor(torch.tensor(data['initial_cond_test'], dtype=torch.float), ['t','x','u0'])\n",
"sol_train = LabelTensor(torch.tensor(data['sol_train'], dtype=torch.float), ['u'])\n",
"sol_test = LabelTensor(torch.tensor(data['sol_test'], dtype=torch.float), ['u'])\n",
"\n",
"print('Data Loaded')\n",
"print(f' shape initial condition: {initial_cond_train.shape}')\n",
"print(f' shape solution: {sol_train.shape}')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The data are saved in the form `B \\times N \\times D`, where `B` is the batch_size\n",
"(basically how many initial conditions we sample), `N` the number of points in the mesh\n",
"(which is the product of the discretization in `x` timese the one in `t`), and \n",
"`D` the dimension of the problem (in this case we have three variables `[u, t, x]`).\n",
"\n",
"We are now going to plot some trajectories!"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
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+ry+3xUoSQsWJ+XvDEZBd2+8PtnnoAS3isvX+cFzmwf/cFWyz4x5ta/z8/fv+duqxLAlb8ZeXw/143e5SsE2S9E3aFB2p2d2XTfQmjsNzqlS0j5/KeNEuu/Gq1ZrJnJTokVdvhKMUE0KsaHJDuB9v+ojw9Wz90eH40YbDw5GhIzdp8Y4NR4SjFOs2/niwzewxWuWjqceHX79mU6ji0tDufbET7u1p3+5zoHBNGAgx5k4vfL+a72qfWzqdcLtWK3wMFh/UKpjN3xW+983teCjYZvuDWnWrnTv2H+/sdMNzGSXxQTwE9tF97P7vli1b3Ozsj641yu4T/yyUO++8033xi190hxILKAAAAAAAYFWLH/Eqf+e753/vF08evoAScsEFF7hPfepT7uabb3bHHquVoD5YLKAAAAAAAIChkmWZe8Mb3uCuv/56d9NNN7mTTjrpkI/JAsqBUrbQGcZ8ShnPKWGMyZRRXEZ97eSojwVxLClKIY1nt+VUqtRjeSyVuavjKXOXoini66f0Jcw9FcZLUimg5JJB+LrRH4T76ve160+vF37/9YS+lhe1MnitpXClhaX5cPWV+Z3aeDu3h2Mn2x8MR2F2/SDcz9x94eiKGqlptcJxoHZbi/D0euHt3P1++Jhn4j3NKuJSr2uxMCUGooxXq2lxEqUvJQpjFfNRKa+L+horUsOKKd1Oy6TN3DZtvOgum3O4Uq2aVT7SIkrheM6UGGNqzgrjTYXbNJva91dvKO+HVT5182EGg/D5OeiH23Q64apqyy2hcp5vtyt8rV7eGb5Wt4Q2cjW0VriqWqej3ftWajfIxEqFIyKOovxrdX0cWHsf27n22mvdJz/5STczM+O2bt2a/71/bsrEhHZdOOA5HpJeAQAAAADAWIhim68DceWVV+aVd0477TR39NFH7/362Mc+dqi+TXagAAAAAACA4eIjPEUbnwUUv119pS3rZYzKiJEEs5hPWaM5Vt+fZVUcaTyx8oHw/UmXBstKPVbxFXFOUuREqaoiR2pqhc3JE9IrLhHiK2pcZiBEUwZJ+Lzr98NPxe8r35yPWwhP6++0w+O1W9p22PaSsP14Mbz9eGFei9QszAtP/d8Z3g68tHPZbIvyotBG6UeJEHj9ftckUqNECLzJyYZJVRW1YkqtFo4R1JvhNo1p7ftTIhC1iapJm93thGNVD1/T40q4TVSxiywoEiHS56WJECMUKmWp43WF61RPGK8n9CP31Q3HLXo94dqyqFUUy+5PpNKkdtWmbCpXKdGx3X0VW9VQiZglycCkWphyzVf7Ggy6ZhXMlHllmc15t7uv/bdLnF3VtWEQGVThKbrw6MEYnwUUAAAAAABgLj6IZ5g8Vh9lNwxzBAAAAAAAWFPsQDngeEdSuko9Q6vo2JTleMr5or7Gw7BX7ZBWlhHjOXHTbLwsDm+NHwhbuZOu9hpbVZdRK9AosRqlr+5y3yR2k/dlFM9ZFqrdeEuLbZs2C+E2Xkvoqz0fnntHaKP2lQnnsBITqYsREEWlXjFpo85dicsoVUB2txPiOc3weJNT4X68eiN83JsTwutX166L1Vr4uFerSvyh2HhOKkQb1a34SnWSXk+JwWjXxU7bptJJe1m9bnQKq4bSEcbK57QYbtftLpnFSfr9tklURI2TKBWgLCs7WVWcspyTFTUOVa9PGFUd066dK1U6G6Q953a4sREbRHjENN6aYgEFAAAAAACs6hko0Rg8A2UIpggAAAAAALC2xmYHSuYq+ddqRcXuTJViIGaVetQlP2V7YOHxnNGORCmnnVapp9inwauUc1iqsKNWxVHiOUoMRojmWMZzesL28ryvXmoSvSk6wtNZ7plseVe34qeJUNlBrBZSE+IWbp3QjxiXmT5i0llQqqEoVVW8WlOInDTrJrEUb3KqYRKXUfrx6kI8pylVshG3oQvnVKUafm1qQjTHU35rqGzNXu1vHw9UJkV4tGt1IlwTlHvDQKzC0+sOTNp0hGu1GjVcKrBN3m7HsklkUYkeqZWPuktCBZqudi+yigNZRXNUSpUhNVKj9KXEZWoN7d5gVZ1MiYnubrf/uXf7bXfzJ9zYiCODh8gW/bP2QRibBRQAAAAAAGAvHpNnoAzBFAEAAAAAANbW+OxA8dvHVtpCJm6NU2JAkUuKjVIUGfMxrVIjjlf0tkVlXkIbKXKifn/C9scoEs4DbUZ2haTEY2B2zMVzRdlOWkaRmCFUttBXhFiGEjWoZ+pZZTPvWl27bSmxjOnZCZMoUN5uUGxsUfkNTyz8GkeJiahVXOpChEcZrzFZM6xSUzOZt1etho95VXlfCf2o71HlF31qDE29vpRNJlyDUiG2mbcTmilxoIEQBVLnJVVVE2KbXq8jxIGMKqYpsU21stpyq2MWGVJioEobpRqT1xeOedKziZxaUqKbasU05bOEEkdU70VSdTKjKmehaOpye8l9hAjPASHCAwAAAAAARlpEFR4AAAAAAACM1w4UHyUoqAKJ4Y52u6o/RjEfLxrSqjhyRMlo7lHRx0BZsk21LbVSNRuhTZRp42XKvCpCG3G8aiVcwaQiPO09jrXXuCJsoa8KbWqJtubdr4bnVa+H+0qS8Gs8EKoH5X0p29CFuIxScUMdT63MYcWygolV9RVla3WtJlbhkeYUG44nvK+EvoRp75aEowZRGo4aROp1WIo2lu9ea/rrQ+E+I312Ea53u/uqG81J2/qfKBWEhJiPUlkuH0+JDBlVjVOiR2pfSvRIqVaktlOqKCn3GMv7WhnvV8p9SI0H1oxiPl5VuPcp4yn9hPpaWlp04ySOV/8Q2GF4iOz4LKAAAAAAAABzcRTlX6vrw5XeEKzxAAAAAAAArK3x2YESqsKjbjkteLusEgcq+sH5yiZC0ykJx1yr4iK+dkJfkbM7D7JU23ZqIY7Ft7xyOCMh5iO+rzKjyFBWaYrjhdtllXAVl4oyb99XVRiv0TSL2SnbuZVt4YnhtmLlWiZtYy52F7P8mxAleiNtiRZvRcpWZiUWFqXhahNRsizNKRosG7UJx2Dydh2hr0Toa9A2i/BIsZskfMzXhHJ9qSgRl6pNP3lfRpEa8VptFhkSx6sq91HL768m9NUwiijF4XuolwrVLZV7kRqpUYrZKPc1JQ6lVomS7o+Wzwcwit2oP39UjOKryj1093g291Bl3l4c7f+1WVgoYczyEIoMIjzD8BDZ8VlAAQAAAAAAh2i/QrTKPgr+TdlBGII1HgAAAAAAgLU1NjtQMhfL299XElntPTKMAvnvLSz8vUdKbsMy5qMeA+F4mo5nFbtJk2K3hQvjyWu6asWiELWyU1wx6StSI0rSNnSbreOWW77Vbdo15T2jbMFWrmWW1c0sl/SNYn3ydXHQN6m+IkVO8r7C142sL0RvekKFgK5YRUCI50h9Kf14wveX9sLxnHSgRWqSgXDM1et+geKqFqWIhetwXBWqk9UnwoMJEclcLVwxzVXD40XiMXDV8HiRcv9Qx1P6ku4fhvc+gXKv1T6bGt5D1MiwMl7R9z5pPFc+qfi5OjG6H1tWMBPiq3LccoWfCepL4v1sRMQGD4Edht0dY7OAAgAAAAAA7MVxJD+rZqU+ym4YFnkAAAAAAADW1PjsQPFb31fa/i5GFjKreI4abciKiwOpD/i2qvqjxhEi5duTjrlaackmLiNFc/J2PZu+rPpR+7I8BmVkuD1XihYJ2+cjdU5KJEoRFXyLyAyjccr7WIhkyHE2JS6jvK+UfnyzzlKwzaAX7mvQVvrRqtQM2osmfSXqeL2uSUWqZKDd/JS+FGrlKuW3cEq1g1i8aVeqkUllp2pdqGCmxHx8gmdiWugrHLupiuNVGhMm41WEqJMaiZIirlbXfJF0BhvG2YqOxpUxiiedBwXP3XIspa9UHE+J2Svjqd9f2t//vb3VLq7SZlnO02iVZXhW+xDaIozPAgoAAAAAADAXjckCyppGeN7+9rfndcYf/vXkJz957793Oh13/vnnu40bN7rp6Wl3zjnnuG3btq3llAEAAAAAwBha8x0oP/ETP+H+5V/+Ze+fq9UfTemiiy5yn/70p911113n1q1b5y644AJ39tlnuy996UsHW5h65X9XWMVzCo4MWUaBssyq6k/PLOqjrFXKRX+UzJCylVLd2aicC1Zb/5WKG2pf/bZNFRCxCkYitJGqIxlv3YSzO+aJ4ZZaZTuwcE6lSswnTwPZVHuxjK90u+FrWa8fbtMX2uTj9ZS+MrOojDKvgRDPGYj3BiV5I6ZzCqX+Mq8q3Nqrwq2vWgnHwmo17TOX0q5eiwodr1aziTrl7YSDrkQ3io53aHELu2ic0lciXjeUwjHq3C3j8cPI8jhZjmc1rSxd/TnV6o3wCTDGO1DWfAHFL5hs2rTpUX8/Pz/vrrrqKnfttde6l7zkJfnfXX311e4pT3mKu/XWW93znve8NZgtAAAAAAB4uDiuuHiVCyhU4RF8+9vfdsccc4x73OMe5171qle5e++9N//722+/3fX7fXf66afvbevjPccff7y75ZZb9ttft9t1CwsL+3wBAAAAAAAM7Q6U5z73ue6aa65xT3rSk9wDDzzgLr/8cvfTP/3T7s4773Rbt2519XrdrV+/fp//zVFHHZX/2/5s3rw57+exYiArRkHkfIewlVKJZBQcGZJiN+IxsIoDaVEgP14/3JfSjzSa2JfyGlfErbJKPMeqIkxqNyclnqNUCvEGnUWTiIQaf1BiGckKT1U/0O3QRW6bLlrRT+FXx0sGA5PtwHqcxGaLuRKpyfsSoin9gU3ERY3wKMdqoBRHEm/HSl/KDuyiIzzKvPXxyv+buscSR9pBqAr3USl6FBccYxLHU37Ruspf5h4wKeJS8PvK8rph9T4uY1wPtue5hbbw2WCURJWKiyqrjPCIEcixXUA588wz9/7/T3va0/IFlRNOOMF9/OMfdxMTWsm5R7rkkkvcxRdfvPfPfgfKcccdZzJfAAAAAADwWM9AWd0vfaO4fL8sLF2E5+H8bpMnPvGJ7jvf+U7+XJRer+fm5ub2aeOr8DzWM1P2aDQabnZ2dp8vAAAAAACAoX6I7MMtLS257373u+7Xf/3X3SmnnOJqtZq78cYb8/LF3t13350/I+XUU089iN79aljl0Eck1Mo5cmc2e8yk2I0oU+akRFzU7y0VXpsoXKnHxX1xPKGd8BpH6jmlrNSucjX3UIiEKEVVjrgMCq3QooznH4QVkpQ0vmKljOOpc7J6CFks7r6tCZcgpTJHRdy6qsSPsix8Dg/Ufe/OZku7WtVAGs9o6qlYJkMZT4lpWVYZ6gnbw3vi27gnFDFT+lLiFr1EO8+V8coYpRiCZyCuimXExSoyJI834vEcq3PP8hwu+v1gdgwMfnTqaMUhR0ZksgPFld6aLqC86U1vci972cvy2M7999/vLrvsMlepVNyv/uqv5mWLzzvvvDyOs2HDhnwnyRve8IZ88YQKPAAAAAAAlEMUGSygDMEC9JouoPzgBz/IF0t27NjhjjjiCPfCF74wL1Hs/3/v/e9/f14Kye9A8dV1zjjjDPehD31oLacMAAAAAADG0JouoPz93//9iv/ebDbdFVdckX+tVhZXV67CI3ek7Bk2jFtENhVhMiXi4gy36wvHSapk88MKSuFGwjFQqwwJEZ4sbob7qfbE8abDjWrhZ/nEzWWTyjm5XrgqjuuG28QDbbyG0FdD6Uv8/lKhWk86CL9+qWVEqYQVdlC81f7mZt++qiZRtbhaF8cTqtQpfUXiR5Oio43KezTpmlUL6wvVyXqt+XCbxR3SeN2lncE2y63w3JeXw8epJbTx2p1wu3YnfG/viAleJdFmGSsqqhKINcvKQMMaORnq8eJi52TVl3reKRFeZbxI/AZXGq/VG+I82EGIiPAAAAAAAACsbFwWUIZgigAAAAAAAGtrfHag+IooFpV2DKv1WMmcTcTFKf0YUiM1CjUOpMiUKJNhREmKhQmxolQZT6kwlM9daCeMp8Shcko75ZiL48XC3CvO7vxUIjyWlOiGlUxdh7e6doq/msiU8ZR4oDqe0FcWCfEVMWqaVRpCm3DUMBXiiKkwltdXEi5CRiJRC7QplYgKLqcRC1WUalXtnKrVwu0mklawzVQvHM3xYqFd1Hko3NHClnCbxfulOWVCu/bcA8E23UXtGHSFuNOgsxRs0+9p9yKlIpPhRyXpcqbEH5SKYtW6dt1QIoKV+kS4TU2LGsbVhs2cxGhjLMxLij+Kv9XX+rKJd9rOyW48p9yzlL4q9VWPt9DqOve373XjIoor0rmzch+u9MZnAQUAAAAAAJiL4tggwlP+58YMwRoPAAAAAADA2hqbHSh+O7e0pXtUlfB7z8q/wLhfacGTV4az3KoujWd4DJSpW87JaurqMbd6aSyPudXxVL83qS/D7eyJMDElAjLoawP2hdIcAyHj0utoca9eN9yu1xUqtHTCkYWuWMKk0w5XruoJ0Qble/MGA5tjrpIqO1TCv5eq17WPXs2J8PbxyalwBKs5qW1Dn5o5PDzezI8F20yve154rI3aMZicqJq0mU4WpPFmu7uCbaJBuDpSJFagk2KnSjxX/IwnVTVU4ojVyXCbSriN3JcQNVT6USstJQPh3qDe/5WooeFnPO3zlNGcsoLnJN7/lb6sPiPsbrf/f1ta8teLMYrwVCr51+r6KP8PiGOzgAIAAAAAAMpahSdzZUeEBwAAAAAAIGBsdqD4rVrKdq1hVHQUxioqYjlv26iBM9nWlwhxBLkvZauhMN5ALG+hzF2JNqhxhL6wzV6p3qFu15cqgShtxONpVS1E3U5q1ZfWT2oWt9AiNYnZeL2uECfpqZGavknERY3LdJd6Rm3C4/Xb2px67fCx6gttEiEOpV7zUrWkj5FqvWJSqcerTYSjFBVhvMa0VtmpMV036WtiXThuMTUTbqNGlKZnwhVaJqe0ijATk+F29eZMsE2lsk4aryJWZLK6N1jdR5V7e6ejxaY67e1Cm55JGzVGqBwD5R5jeq81vJYp105Lytwzwzkp42n3D/F9tcI9q9tvu3ESjckOlLFZQAEAAAAAAPaiqCqVyV65D1d6RHgAAAAAAAACxmYHio9lWERGLCudWDGrKGL4NG1tPFfo9kc1wmUVqVGe4q7GagZCX8qWWrW6RVfYsi9t4VW3/guxBa3Ch13cQulLjZMoMZfUMC4jbU0tek5G7+OBGO9QYiA9wziJEk1RojDKnPTxhDbd8PsqSbT3sdIuE8ooqOdU0eJY+J1TK9wkirTfXcXCNmi1ryLHU45TpaZ9/FTiTkqMSYlWeZEwntqXFcuomnI9k64bwj273+9KcxoMuibXlsFAvU6Fv79MqHykXqeUvlBOFveiQaZFy0ZFFMcGEZ5yfgYYywUUAAAAAABQ1megpK7siPAAAAAAAAAEjM0OFL8FsqinTqtRmLLFZSznrXSlVqmRKuxYRnikajZ2VXisojeWER4letNdFmI3HW3rotUT9pVojmU8x7ICjWWlhSLjiOrWcatt6OqT+pWoTyY9qd/uNyFRJS40HqDEH2oTVZPjtBaU46lQq+LERuNZsqo2ob7Og55QnaxvEx1Toxtam4FZ3EKJiihRtd3z6pvcZ4qO2VnNe/d4dvfaYSXFA0VRVCnhnMp37VQiixaSTHtvjoo4rqz62MZDsANlbBZQAAAAAACAvYgIDwAAAAAAAMZqB4qPgawUBSm6uI6alrGK1UgRHjXiYhQHUuMISjOt6ohdVRxlN2lfrd4hREWSgbKlNjXpRz0Xoji87T0W2njVani1ujlRN+nHqzdstgxbRmqGlWXEpeiqP9JrrEaGBsWeU8p71DLeYRmFCfej/W7H6hqkblVXr2dWrM5h9brfE6KbShWX7pJQoUWsNtVd6pm0kcdb7ppUjVEr0FhFlCqV2tDGZZT3nxJLUd/HWiUpu/EURX9/RUdcRnlOodemn3Tc7d91YyNiBwoAAAAAAADGagcKAAAAAACwF1Uq+dfq+ij/DpSxWUDxOxItdpoXGamR+1K2+RpW4bGq6KNWxVEeZm9ZhUeqICRsibaqcqKqGFb4ULbGV6rh8epN7RJTxuNpSTmelhGCoscrkmXExXK8os/hMkbMrM4Xeau6UYTH6v1iTbq3K/c+sQqYUp1MqXSmVHsrukJbV2ijR4Zsok5eT4gWadXC7KoMWsX11EhfRfhcosT6KnUxiif1pcxJjCgLfUVG8Uf1+7OKW6qsKphZXqstP9+sdM/qdJfdP77PjY2ICA8AAAAAAADGagcKAAAAAACwF8WxwQ4UbQffWhqbBZTM/59Bbsaymo3CKnpjFbsxnVNqWIlAOgZ2ER7LrYZK9MaFC9BIkRqlTVmry1huxbfqS3rtxPGU10Y/p4TvT+gqimz6KSvL66JCKW5R1ohSkXMqOlJTxuo6KsvomFLJTakuNxAqy6lV6pS+ep1wDKYvxJMsY0xKVS71+7OsTmYVoVPeM9Wa9kOUUj1PaaPGRKzGk+/Hwr3d8ho0yhFe5TPJWljpWLVaS86NU4QnMojwCFWp1hoRHgAAAAAAgICx2YECAAAAAADsRXE1/xr1h8iOzQKK34W90k7sMsZuit6Grh4Cq3hO0cdApewQlKIwwtZqLxae0F5J45GO1CiREykGYxjhqVZt5rS7L6Mt0eKT85Un7CvHKo6kzKI0J5cldn0JImG8zHKbaCS8R+NasEnmIrtqYcrWf6Eqh22805Uubll0hS/Te23B8VzlfLGsiif1JcxJiTqp7ZSok3pOlbFSllTdSvigpEaGreLHYvEu6Rgo359eFU9oo4wXjX4Upmwsfk5ZXGy6sRJVdn+tto8DdPPNN7v3vOc97vbbb3cPPPCAu/76691ZZ53lDpXy/VQGAAAAAAAQ0Gq13NOf/nR3xRVXuCKMzQ4UAAAAAABwCMSV3V+r7eMAnXnmmflXUcZmAcVvp1xpS6Xlllqtn2LHs4wVWcVz1G9NqbBjyWpnY7VWvg1e6vdmtcW1IsRg8nZGFW+U2E3eToi4KK+fuEPZuaQbbBInLZN+vKjXCbdJhTbKeGm4IsXu8cLtoizcJht07SJDlpQtp8qHglgouaXGgZQ2FWF7sdDP7vGaJnNy1YY2nnLMI5vjtLsvZby40JiW5T20yEhUGT8D7R7PDeXnDTXeIUVFioyAesq9QbnPCPcPva/Eph/5Q3PBEVdX7P0xcwVXVVFyU1I/q593s77kxkoUG0R4dr9+CwsL+/x1o9HIv8qgfD/hAQAAAACAsXTccce5devW7f3avHmzK4ux2YECAAAAAAAOgbi6+2tVfezeIbVlyxY3Ozu796/LsvtkrBZQ/PbNlbZwFv7Uf8On4luNJxfTKHqPq9k2WLunjhf9AHNlPMunxltt4bWsGlOTntQvRnii8MkeJYvhNr1labxoEG4XJcsm/Xix0FfW3Xdr5GPqLdq08frt8Jz6wvcnHgM36IXbCBGlLLXb6hxJER5x62ttMjxeVWgj9ONqE9qc6jMmbaLGjz4wrSSLGyYRpayiRoaEeJUSBxK3l2sRpSHdSCx+4FCqaVmOJ8VJlPiDOG8pBmIVcRH7cqly7bS5vsp9KfcGy/GU6746Xmp0vqQDN9JW+0P3oYjUqlGUFeZeaYXj0iMltnsGil88efgCSpkM6Z0XAAAAAACgOGOzAwUAAAAAABwCUcXgIbIH/r9fWlpy3/nOd/b++Z577nF33HGH27Bhgzv++OOdtbFZQPGxk5WiJ2V9InzR8RwrJUz5FB67USI1phEeo9hN3pdSFUdpI5apUaI+SjxHieZ4UWJTgUaqUmMYz4n6C9r7rzNnE71R+unskuak9NVbng+2GXS0yFC/HX7yfSJEsAbdcPTIS4XIkBIHkmI+YrtqIxy9qdTDEZ5ac1qaU21qvU1fE+F+co1wu6ghRIaU6JGnxJ2U2JRaZUjZJGxQJeJHAwrnpwtfYzMlaqDEKPJ23eIiIOp4QhxRHk+JJCrXFnG8pBeeeyJUOlP6SfvaazxQ+hLmpI6XCMfT6npu3Zc0nuUPGEaxcKt7muX9sajxFjsFVwQc0zLGt912m3vxi1+8988XX3xx/t9zzz3XXXPNNc7a2CygAAAAAACA0XHaaacV+oxOFlAAAAAAAMDBi6q7v1bVR/l37YzNAopflFppYcpy1WpY4zllrK5jHYUpkjrtSGioFFqQ+hEnpc1JGc8Vy7IihXTQxfGsKnPEQhUQr1Ivduu/QNmirGzTVqI5XndxR7gvITLUaWtP0O92wxfibjd8DJJErNAmXPdj4ZSqKBWwatp53miE201MhM/N+vQGaby6EBmqT60Lt5nUIkNVJX4kxHwy5f3pKdWBVrtV+uGE92imVAsxrJiSCvGOvhDrG4jXjX7HJvqnXqcGwnj9XrhyTr+vXTd6/fCFoy+1CY83EK9lyjVP6SsZpGaf0QeDzOyzvtLOqs0wM0wDSX1ZtcnbrXDrWxbfmyMjjg0iPOWvcVP+GQIAAAAAAKyxsdmBAgAAAAAARqcKT9HGZgElVIVHZbWFrqxxGStKdKPoQ1B0nESOyxjFcyy3P1qxrG6lPKR+4LSDUBUqZWSJ8IR28SIfCRGeKBLaCPPO21WawTZxYzbYJhMqmLhlrYJJJEQbmkKbWKxgoj49P2TQ06IGbeHmoGx7b4tP7Ffa9QY29zT12qIU3arXwvGHRkOrtDTR3BJs02yGz4OJCe1caTRqJjGfaj1cHcmLKnZVIqxidlmSmFRVUaq4qO8/KT7X0+IdSsyu3UlNojK7xxP6Ei4JynvdU1IuUhthTnrEJSo04qL1ZfeBSolbFh3PGfU4UJkiQx3xvTkyIoMqPEOwgEKEBwAAAAAAIGBsdqAAAAAAAIBDIK7u/lptHyVX/hkWpOjKOXJfRhV2yqisxXXU6E2wnyHe36Wcw8JO7gMYL9wmEt4LFfGNnCiRKKECRqUajsrkfdWUPcPhSgtRqlWEiYQKF2kS7iuaCMctohmh4oZv1xdiGd25YJN660FpvHprW7DNrNBmeecPpPGmtofbtXY+EGyzsKjt952bD58v6VK4ryUhoaRuQdZiBOH3QhxpA9aFTzB1YSdwUyiSpY7XaCwE21SFykdqhSSlWIFayS5VopRpcVVV1IowPSEap8Rg8nbCqaf0pURc8nZpsfGVUY5SKBHC3eMN8cEyYhVRKroSkUoazzBatVK7YX5vHowoqsjx9pX6KLsh/hEPAAAAAACgGOxAAQAAAAAABy+OV/8QWWVr5RobmwUUv4Vq3LZRrVV0ZRxYxnPKeNy1FJqwTXugvem0KkNCrEh+/YRj3i82hqZsWYyiKamvWGgXVYVj3gi3qYj7r2Ph1YmUWFEiRoZ68+E59cORocm2FhmaXLw/2Obw+XuCbToPfVcab2nr94Jt5h8Kz2nHjl6wzdyC8Gbw7VqZUWRIO6eWwlOXWFYZqsbh87xasRtPmbv6/ZWxklsZP7cpsbBJMRYWx5nReaeNV6+FX+RaLdxZVbh/1MRJ1YQ5VYW+lH7UaJwSs4vVe5/QzrKallXFrVR48ylt1MieFP0TP1NaxQgTcbyV+mr1Muf+P6Ob1TCIxqOMcfmXeAAAAAAAANZYaRZQ3vnOd+a/hb7wwgv3/l2n03Hnn3++27hxo5uennbnnHOO27Yt/NA/AAAAAABQcBWeeJVfJVeKGX71q191H/nIR9zTnva0ff7+oosucp/+9Kfddddd59atW+cuuOACd/bZZ7svfelLazZXywo7VlGRUa7UY6noqjiW0RyrrdW2529UbNWfgt97ys7UoituqeNZTUupymEpFt6kUTQt9VWpzgbbVCvHB9vUN2hbSRtHC1vM03AlopoYGTqiHa76c/hDXw+2edxD3wi2mb/vLmlO8/d9K9hm+86eSYUhb3E5/KZZFnZOqxValKoNRV+DLCM8SrRIia8o/SgxEa/ZEN5XQrxjYkJ8H9dt+qpNrtPGm9kYbFMX+lL68arKvCYOD7dprg+3qc9Ic3KNGZu+qlrENauEq+dlQhW+LKrbffgsOrKQJSYfSqJMi6ZEQpVBqRKhUGEwb5eF+8r6QhxYaRNot7DUdu7qi9zYiIjwFGJpacm96lWvcn/5l3/pDjvssL1/Pz8/76666ir3vve9z73kJS9xp5xyirv66qvd//t//8/deuutazpnAAAAAAAwXtZ8AcVHdH7hF37BnX766fv8/e233+76/f4+f//kJz/ZHX/88e6WW27Zb3/dbtctLCzs8wUAAAAAAA6RuGLzVXJrGuH5+7//e/ev//qveYTnkbZu3erq9bpbv37fbYJHHXVU/m/7s3nzZnf55Ze7tYxllDHmg/JWxSlj5QOFcp5bVlCwfF+lwtPXleHUiIv2NPtwP8lAyxAo7aQ2iU0/azGeFaliUx4ZCl+I643wLXdi6khpvKmpHwu3Of4FwTazPxGe08xSuHqQt34pXBnohAe/FmyTbr9bGm9xW3i85R3hqNPyovaLlm5XOYftKlco1TuUiiINIQazu13NJJpSnwrHO5rrjpDm1JwNvx+imWPCHSltvOlwu2xyU7BN0tC+v7QRjst0B+H36M6OlkPrdsPtukKmrd0KRyR6nYE2p102ffX72jEYCN+fcp8ZDLTvLxVu7uo1oUhVIYsXiz/oVqp1k3toTckQ5tdFoZKU0Fetpo23Ul9LnXB0d6TEBgsgQ7CAsmY/em/ZssW98Y1vdH/7t3/rms1wHlF1ySWX5PGfPV9+HAAAAAAAgNVYsx0oPqLz4IMPumc+85l7/y5JEnfzzTe7P//zP3ef+cxnXK/Xc3Nzc/vsQvFVeDZt2v/qf6PRyL8AAAAAAEBRD5Gtrr6PkluzBZSf/dmfdV/72r5beV/72tfmzzn5/d//fXfccce5Wq3mbrzxxrx8sXf33Xe7e++915166qluXCIgRceBhjUGY2lYIzXQK1JZxXPUbbdW8Zy+WC5kIGxlVvqy6kftS9qm3dO2TfeEdr1ueOv4YJCYxcIUsRDJULdXT06Fd3dOTod/4TBz2KQ0p3UbnhNsM/tjLwz382StusVk3A62mW4/EGxT6T4kjee6u8JtesJ27VQ7hyVCtRC5Gko9XLkqbWwIt6lvMIu47FoOH6tWK9xmcVGrFrL4QPicWpgLt5nfKZwrvuLUzvAu6YX5VrBNa7EjjdeeD7frLoWvi92l8PHst7XzXGnXbwvX6p72ASAVoqKZFLvRxstKWCozMsr+x7HWTxTbRGrU+2NF6Etpo8wpNK/eIHy9GCnxeER41mwBZWZmxj31qU/d5++mpqbcxo0b9/79eeed5y6++GK3YcMGNzs7697whjfkiyfPe97z1mjWAAAAAABgHK3pQ2RD3v/+9+erm34Hiq+uc8YZZ7gPfehDaz0tAAAAAACwl4/wrHYHCTtQDshNN920z5/9w2WvuOKK/MsilrFSNKOED8Ae+ijMKEdlRvl1sYyXqa9x0e8/6eXL7M6DKDKKd4gHVKkco/Rl1Y91xRurbdpKPKfT1rb+K+16XSFW1AtvVVcjX8oxiIVqBUp1BK9eD1dxmZ6dCLeZCbfxZteFo0VTs+EY08TUidJ4jYknmFRtUI+nEhFMhNjCYF6LoXWEmES7FT7PWws7gm3mdv6nNKe5XUvBNvM7w22WHlqWxlvYGo7LLO8Mb8lfXtDG63TCc+/1wn31+11pvCTpm7RRYilpmpQy4qJEb9RoShlZxXMUahWess27yLkPMu0zxMiIxyPCM7xXCAAAAAAAgHHcgQIAAAAAAIZMVDWowlP+5Ynyz7AgwxwnGVajHoMZ8W/Pf4dmPcVaXibYJI3sqvAo56dahUc5F5Ttq+rWf6VdIkQNqkLlnEFN26atPM1+IFT0qTe021a9GY6TNDvhai+dprb9drke3kLf6YT7Wm5pJ/FyKzxef2lgUk1Dqcqhvn6ZECtSRUL8SDnvKnXtfaX0pcxJrSShSJRqWmKlLKvqKz2hTVusGqPEV7QYjFYJYzAQ3lf9jlksRYnLFC0Snl+gRFzUSEalUjPpS41kVCpVk2Og0o5VseOVkVrVSJFl2jWviDkNazXVgxYT4QEAAAAAAAA7UAAAAAAAwKpE8eqr8BT8QOGDMTYLKH47/qhHRkbVsL5so36+Kd+eunXR6lipxW6kaQnX7zTT5q0cB2XHt3o8k2p4XlkWvsE10vAtQt2dqlSNUdr0hViR2pcSbVAq56jtOstClZNlrZrG0kI4krC0GG6zMC9UHZnT4hZKpZP2fNekjRonGfR7ZjEKpaqIVp2k2K3q6njKcVD60qq4aO9jZTzLKi5KVKTZnBb6qZjFV5TISbVaMxzPqo32I0alJnx/QsyuIkTs1HaxYRRPaVd09K9oaWITY1EjoMp4WhttvGyFvnqDjrvlK25sZFGcf622j7Ir/wwBAAAAAADW2NjsQAEAAAAAAIdAVDGI8JT/IbIsoJTcKKdAhjniQtUmUUlfYzV6E1Ip6VPYrYaznLdSsMgq6qT2lQiTUistDQbhdr3OwCwy1G71TNq0FjomMR9vbme4Gsr8rnBfi0IUyFveGY4oLe/smESB8nZCvEqJr6iRIS0OFO6nUrGLk1hVX1ErpkjVyYR51xrhiltqVKQ2IYw3oX28VtppbbQIT91ovIpQxa1e145BVakIV7WpDKSOFwsf8tTxrPoiwqPHEZX7ttKXev9fKerT7rTc331l3J6BEq++j5Ir/wwBAAAAAADWGDtQAAAAAADAwYuI8IxckqBMaYJhjq9YGeYYTDTMky9QWU/zorfeKdvQbccrbizLt0IZr4ty5SNhZ7GyHXggVA/y+kK7Xi/cptMOR4aWF7WqOC2h3dJ8OFKzOK9FeJRokVKJqLWoVRlSoj494XgmQvUntQLEStUfDlQkRASqQgUTpcqJ0o8cX2mE29TrYsRF6Ks5US90vHqjZhaXqQntKtXYpo1QWcZyPPVzWSzcZ5S+lGiOdV9W41nJxIiLFTVSo8xL6Uv9/tIVPie0WotunGQuzr9W20fZlX+GAAAAAAAAa2xsdqAAAAAAAIBDICLCM1L81vCitoeT7hjuiEsJUwQjHZFQFT31oqMpyvenvq+UvmKrOTlxC28qVB4Rqo5EmRZ/cFnfpi/1PIiVcijhTZ+ZGG3I4qYw3kSwSa8vVA/qT0pz6nbDx7MjtOl2kkIrEXWWtao4SoWkgRDPGQzECI9RlQg1HiBVAhH6qggVU2riea5UTFHiHfWmGHFRKsIIc1f6Uederdm8Lvl4RnESpSKMeg9V7o/SnCzv2UJn6meSoj93lfFjXsGFCM0qCKrdrBT1WVzU4nyj9cyMePV9lBwRHgAAAAAAgICx2YECAAAAAAAOgYgIz0jxu/EstvcNczTFyhDsrBrLmMuQTjtn9bayfO0sIzVW4ynbr+VYTRqONjghQhBlQj++nRLhSbo2/eTthMoqQl/qeFJfSmRIiDHt7kyIAwkfQmpxeHvxZFWL8GSNcLtsKtwmrc5I46VRuF1PidSIlWz6fZtITSJXkhDaCHvMLa+LVtENy8iJVMVF3G+t9aUcA7too3QNUq/DyjWo6Lil2ZvBcDzh3qeKnOG8FJbHoUgl/KE5c6ufU8UtuXGSRXH+tdo+yq78MwQAAAAAAFhjY7MDBQAAAAAAHAIREZ6R4redKltPR9WwxlJUI/7tScqYLhvmp89bPoXfrOKNXIEmMdoWbhdxiZKOUYSnYzZeNFgOd9QXt9/2hb56iybHYHe78Jb9KFW264cry0Sx+FGhUhfaNMJtauHqQbvbheNATSF+FFUbYuWjcLtMiES5WPxwqOZOimQVpRhoEQnl+hIJ16lMOM/V95X0HlXee5Z9qfcGqa+B3fdXZOTEck6W1HMPI6nS0j6zjIxoPBZQSnh3BgAAAAAAKJex2YECAAAAAADsZWPyENmxWUCJ/P8NYc5jCKc8FtGUog3juesVPe2iq+Io0Ry1L6lyjkqq5JIYVY1RY0U2FX3kyJBVPKezSxrPdebCbdo7zMYbLM8H2/Q74chQ0m2H2wy0Ch+Z0Rb6SIy4KO1ioY06Xlyrm/Slf39Vk+/PUmr0GquRGuWcsmqTt0ts+rJ8z1i9r9Tjbjme1TEvmtV5Dix2xu1cqhhEcIjwAAAAAAAADL2x2YECAAAAAAAOgSjy2ydX30fJjc8CSrTy60FMxNawRk7WwigfKstIjTSe4XBqPKdQVtUKyqroJ68rMQKlKodaYUeI53QXHpSGa+/aGh5uPtxXdykcPWota+ddtytEG5JwVG0gtPFSrZCLmTgu9tqijGd5jS3ycp2aJhYzs3MlzWwmpo6XCeNZnuep0YG3fP2k8YoeEIVT3sfDqNUbze9r//znOCI8AAAAAAAAY298dqAAAAAAAABzGVV4RksljvKvcVXGNMKoKzq+MsyKPj+t4jmFv68sIy5ZuK8sEirnCG3yvuJauJFSYUfpJ3//Ce0qDaFNuPKK3JcgFat3JL1wlaG+UKlnbj58zBcWtYopreVwu6VOuJ+ONpwbCKfewDD1lmbhN3wchbdrW94alJiPOt4o37Is0wFKX3pkaNXT+WE/di+e3Zxs+sHwG/VzYaXvT72fjYzIoApP0XHug1D+JR4AAAAAAIA1NjY7UAAAAAAAwCEQxQZVeMq/v6M6VlWVVtjhSNwCexB3Kl4ZK96UcEqmMmGLpHIIMvE+J/VVnQw3ErfDpkKCx/QWnQpZkaQbbNIUIzxpP9xu0G0H20x2Hwq26Xa1PEK3G36VqxUh4iLGbpSYhBJtUKJAOiXmYzdaLMxdiRXtbie0Kf/n2lWxqnijRhasojf6eCbDlW4slNuwngsW14Oiq8WtuYgIDwAAAAAAAMZpBwoAAAAAADg0u5uzVe4gWe3/vghjs4ASV6L8C+VRxtgGhtvIn1IF50KlUnJCNZ+c0pdSOUeswuOScFWcJG6Gh1NiRf7bq02HG00eHu5n6ihpvKl1x4XbHHFCsM3s3APBNht3hdt43cWdwTadpYVwPz01MhRuN0jCe8czcX+51VZsyxiMEj+2rfoTlaofa6lR1sCqH+v4g3quWxi76AJKI83Kkxlq9TLnbtaiuaPzzIx49X2UHBEeAAAAAACAABZQAAAAAADA6h8iG63y6yBcccUV7sQTT3TNZtM997nPdV/5ylfcoTI2EZ5KHOVfADDylO2TVnGgTNunnTkhepOFy69kStkRrzoTbBJl4W21qfj9RWk/3EhoE63vi+N1wm2ScJumUBloQugnN2ibVCJyibjdWThfXCqWbbKqtKSIS5rvjsfmI2F5WJ6fZWP1fgGG2MJS27mrLnLjIotiLf4d6ONAfexjH3MXX3yx+/CHP5wvnnzgAx9wZ5xxhrv77rvdkUce6awd8Aw///nP7/ffPvKRj6x2PgAAAAAAAEHve9/73Ote9zr32te+1p188sn5Qsrk5KT767/+a3coHPACys///M+73/u933P9/o9+S7Z9+3b3spe9zL3lLW+xnh8AAAAAABiTCM/CwsI+X93uY+9g7fV67vbbb3enn3763r+L4zj/8y233HJIvs3qwexAefWrX+0++9nPumuvvdbdc8897rzzznNPetKT3B133OHKKnJZ/gUAZeSvUMMoc3ZxhFRY07e8iqdpPTye+DT/JLWpzJEIVWN2txMq0AzCfQ2EftQ5DfpCXwObNmqlBcuqI1aVVcpagUap6ANbRVbFKZplJSJgWC11Ft04ybIo/1ptH95xx+1bbfCyyy5zb3/72x/V3m/kSJLEHXXUvlUM/Z/vuusuV4oFlOc///n5Qslv/dZvuWc+85kuTVP3R3/0R+7Nb36zi4ag7BAAAAAAACinLVu2uNnZ2b1/bjQariwO6olh3/rWt9xtt93mjj32WHf//ffnD2hZXl52U1NT9jMEAAAAAACllWWZvHN3pT48v3jy8AWU/Tn88MNdpVJx27Zt2+fv/Z83bdrkSvEMlHe+853u1FNPdS996UvdnXfemZcI+rd/+zf3tKc97ZDljAAAAAAAQDllmc3XgajX6+6UU05xN954496/8wkZ/2e/ZlGKHSh/+qd/6j7xiU+4M888M//zU5/61HwR5a1vfas77bTT9vuAlzXny0cqZSZRnIOs8w0c8tK8Q065+SjPj7AaKx9PeI6G8lsL5Vkj6nM0BsKc+sJzPbxeP1yys9sJt1le1O6hLaHd0ny4/PD8rqVgm7md4Tb5eIvhMsathfCcuktaGWOlXdILv36peFIp57AirtjFneNKXOh4kVFfyrzXgnouhGRG54rleWf5/Wlj8QwUrI2swPM8pDcI3xexer6E8bnnnuue9axnuec85zl5GeNWq5VX5SnFAsrXvva1fKvMw9VqNfee97zH/eIv/qLl3AAAAAAAQMlZRngOxCtf+Ur30EMPuUsvvdRt3brVPeMZz3A33HDDox4su2YLKI9cPHm4F73oRaudDwAAAAAAGCLZQURwHquPg3HBBRfkX6V9iOwwitKBi1aI8GTESYqXlWeL3T6IgRTP6v1neU6V8DyQ4zJKedfMpsSmWqrSqsyvGqlRyvP2hHhHrxuO3VhGahZ3adt9d+5YCLbZ/uB8uJ8Hwv3svDfcxlvcGo76LC8sB9t0OlpkqNcL95UkfZM2liLDzxtxHJuNp/VVvuuipczoHuLz99p4yVCOZzknjD6r91XR0nT175dBxuMjRtGa3gmvvPLK/OGze56y6x/08s///M97/73T6bjzzz/fbdy40U1PT7tzzjnnUU/YBQAAAAAAayfNMpOvslvTBRRfBtlX9bn99tvzssgveclL3Mtf/nL39a9/Pf/3iy66yP3TP/2Tu+6669wXvvCFvGTy2WefvZZTBgAAAAAAa1yFZy2saYTnZS972T5//uM//uN8V8qtt96aL65cddVV7tprr80XVryrr77aPeUpT8n//XnPe94Bjua3Ye1/K1ZU4LbGtUFESWZ0LhALKzHltVG2nA7xdnareI76sHureI4SzbGM57RbWkUYpZ1SYWdhviWNtzAXjq+0FsORodbOtllVnIFwzJW4jBozUOIkSnylWtWu1cq8lPGUqIxKOQZxbBfhGVZ6nKRisq1fPZRWKRf9pYsLi96M8OmEAzSsaa6KWC1spYhSPPI/X46n0jwDJUmSfKeJLznkozx+V0q/33enn3763jZPfvKT3fHHH+9uueWW/S6g+DLKDy+lvLCgZbcBAAAAAMDB/XIuE5+Nt1IfZbfm68O+LLJ/vkmj0XC/9Vu/5a6//np38skn5yWI6vW6W79+/T7tfTki/2/7s3nzZrdu3bq9X8cdd1wB3wUAAAAAAOMpI8JTjCc96UnujjvucPPz8+4f/uEf3Lnnnps/7+RgXXLJJe7iiy/eZweKX0TxFXjGuwpPwfvnhjjaYEWPhY3uuSe/r6ye0K6ed8prYxXzMXw/qA/WkirsCG2UXwJk4pySRKkMJMSKhH7k+NEgNWlzIO2s4iT1Rvj2PTHZCLZZ/2MzwTa1iZo0p5kjwlGfQW9dsE3S066d6rlgJa5EJv1E4rZwZbxY7MtqPCuWr10qxPrU8TI1k2g0ntJO+f5UmdFxt5yTNt4Q/ESFVbF675VNP+m4r/7HWs8CI7eA4neZPP7xj8///1NOOcV99atfdX/6p3/qXvnKV7per+fm5ub22YXiq/Bs2rRpv/35nSz+CwAAAAAAHHqZ+Mu3UB9lV7ptAv7hVf4ZJn4xpVaruRtvvHHvv919993u3nvvzZ+RAgAAAAAA1l6WZSZfZbemO1B83ObMM8/MHwy7uLiYV9y56aab3Gc+85n8+SXnnXdeHsfZsGGDm52ddW94wxvyxZMDr8Dzw632K2y3j6wiBNaGNQpj+NRp4lXDex5EBV8DC7/kFnxuxpG2xT4ZgpvPYyn6uWFRHD6elar23qs3q0Yxn0lpvGotfO5Nz0wE2/S6g2CbwQlipMaseocYcRFeP6UvNbqixKuk8YR5756XXV9WlGic1I+4XV8ZTznv1HlLfQlxksHA7j1jdczluFPBF2Kr64aloo8BRlens+yuI8IzctZ0AeXBBx90r371q90DDzyQL5g87WlPyxdPXvrSl+b//v73vz//MHLOOefku1LOOOMM96EPfWgtpwwAAAAAAB7G4iGww/A7wDVdQLnqqqtW/Pdms+muuOKK/AsAAAAAAJRPZhDBIcJTtkiJYaykMFZzHuIYjBSvGtKIi+V5UMqoUzS8kaGiL9+RcA5n4gFVkj5KGyUdkImxolh4cSrCgJkYt6hlxV4TKkLcoibEbpIZ7SHoSTJpsg09E9ooUSc17iQdp3rFLMak9KXGtCrCuaecw+JbxkVqwwIpH2y1Cl921bSUBIgaybCqzKW8r/K+jCI16nhWfamvn0Kd+7DGbqy+PwynVmtxraeAQ2B8FlAAAAAAAIC5jAgPAAAAAADAyvzutNXuULPc4XaojM0CSpQNXJT2V91PKWMSCssqQ2WMy1jGs4b0NS7fZm/9dTF7X0XFxoHkS7xRDC2Oa4Vu/VeiG5FQkSJvJ3x/UZyZVR1J4vAxr1TDfdVr2vUuScO30yxrmGV/lddYOQ2UyElNPAY1IQpTFfqq17XxqlH4NY4G4e3TUdKSxosGy+E2mfA5Q/wsEinXz4IjrplyDRKu51mkXcucMF5WaYbbiNfOLG7azEm8pyVKXEa4xspVhjKjmI9yf7SsHqSMZxkrsowDF/zD4LAmhgouKFbYZ6nFRS2Wi+EyNgsoAAAAAADAXpau/nf2lr/zP1RYQAEAAAAAAActowrPiLFYEqMizHBXhBl1ynbvkr4uZu8rwyhXpsQDlO368tyFbe/iNUyJy1SVcyEWKgMJVVXUreqW28LTNC50q7Myd6vKR2rlmKpQNSYehOMr0WBemlPcD7eLWkKbnbuk8Vx7u9BmR7hNZ04brxuOA2X9cMwnHfSk4dI0MWkTx9p1PxLaKW3iaj08WC1cRUpuVxHGq8/Yjae0qU5o41UaNn3JEaWaTUTJKMqV9+WEdpVasVE1Ze7qeEV/7irjzyBFbymw+iyofuZaYbxGfclmLiiV8VlAAQAAAAAA5jKq8AAAAAAAAKyMCM+o8durLCu1hMYa0iiFlaGOOo1yRKnobZSWr3FR798filzfsDOb80V+HnyB7y31vRBbzVs9CFZvUXULr1JZRWgTDTraeJ1wVCTuhyMnrivEZVrbpDlJ7RbvDzbpLDwoDdeZfyjYprsYjvD0lnZq43XD16B+P/zBLxErVynVUNTqKwqlwlVFiIVVqzb9qFWwqvVwDKZS1yI1VaFddWLGpJ98Xo1wu0p90my8WGknxIoiJTalxJPydkJf1YbdfVaJtEXCj0diNE6al9qXIi7wR7t0UNxY+XiJ3edFpa9M/P5W6KuypN3TMVzGZwEFAAAAAACYS7PVP19uGEpxs4ACAAAAAAAOWkaEZ8QYVeExo86lrDGXMSdHKcZdwbGbkX8ifMHfX+SSYo+BMO+VnnZ/oH1JkRolmuMl7XCbnhKpEdqo1WWEKjXJYjgu05nXIjXtXQ+E28xtDbZZXNK2TS8vh9u1lsPnS7envV86vfCHuoHQ1SCx+y1c0b+pU6pEWbXJ2wkfgapx+D1TFz/tKpWrakKsSGnj1WvFjlcTxlNiU5Vq1Sw2pVRtqghtoooYJxXiQFYVqdR2seF4ZZSp0RuDqmPqeFZtdrfb/71osV3Sz8FYlfFZQAEAAAAAAOYyqvAAAAAAAACsbHfgY5URnhIFRvaHBZSyG4azaBxjTFRaGuroilk0xTBOIkVT1PeMEk2RnlIv9OO0OWWDbrhRIrQZCFGZvJ3S17JdpEaJ53Tmwt0sz4vDhSM83aUdJpVsllvaMV8SojftTvh8aXe091W3G+6rl5QvUmMZu7EcTzkOSl+DNDKbU9HHU4sfpSZtvGocnnxV+ChRFT8mKe2kNtKchApfal9CtKoiHgSlLyU6FkVaDk3pKxb6Uvopq9ToR5lU3JqgjKc8Z0Od90rV0FpC9BPDhwUUAAAAAABw0DKDKjxEeAAAAAAAwEjLqMIzWvyWfdOKEli1zIkRl1GOMQ0zw9dlaCM1aoUWZTwpdtMvXVwm6wsxGE9pp7RRIzxC9CYV2vQ7WoSn3wpHb/qdpWCbXisc88n7EqI+7XbPJAajVqlJBpnJNvSpSe3eMDMlVAKpRiZb+vO+pK3/xW7FHwjHPEm0D6NW50K3G752Lne1OXWES96y0KbT115jJfKlzEmOTQlxp6IVXmnJarxYjU3ZjKfSvj+7Hxgt514k22hjVJo5tYVrNIbP2CygAAAAAAAAe5lBBGcYlpxYQAEAAAAAAActSzODKjzlX0JhAWWtqoXAiQ8wH9740YhHj0wjcUYVaKTYjdiXWSUbsS8pLqPEbsS+zCI1aoRHqVLTb5vEbtTozaC9ZBK72d2XMF4v/P0lQhsvS8PnXr0W3qvebISvZXG1Ls2pUp8ItmnMbBTabJDGa84eGWwTT4fbuMnDpfFcY324TW0y3KZSt7suJj2796hQJcq1t4entPhguJtdD0hTWhbatefC4y0KFaK8hcVwu+XlcJuljvYDwHLPJjLUS7QPVIO0uGpMeozJ2TCsplV8DMZuwCLnXnTUyZJllHKluSej/aPA2GIBBQAAAAAAHLQ0zVYs66z2UXYsoAAAAAAAgIOWEeEZMX4r7DDGdIY1BhIJe+PK+npE4S3tVHQSlfU1tpqX+P6MXLiddLuQI0PCdnUhAqJFqyyjXNo2e0UUh29vcS0cpai5aWm8qhBfUUSxVoFGmXt9Mhw5qUyFIzVu9jhpTm79ScEm6fTxwTbJVLiNt5yFX5ullhDJaGvnXUdo1xPaWH44rFTC99p6U/uoV58Jn3sTzXCbpjDe1IS2f77Z2RZsUxHaRK37pPHcwr1Cmy3BJr1dP5CGU6JMnflwRKm3tFMbr50UVmmp19fO834/NWkzEKtNpWmxEaUy/ixoFZexrLRUFSqmqeNVhFJLSvU1pfJaKA7U6mXOfV7I6mGojM8CCgAAAAAAMJdmWf612j7KjgUUAAAAAABw0DIiPBi72I0ljoFpZAiaTDyWUWRzfmZxTWsoDBcJV2P5lqIch0oj3CYRYin1GW1OSgUhoaJIPNAqEYl1TsKEKJBcWUU5VmJFmGwiXF0mbR4VbNOdDMdz5ua17cdKu4e+uRBss3ObVqHlwa3hqjE7t4fHW9ylVanpLoXLoSS9cLQhFcsyxEI8p1IPv9cb09p1qjEVPocnp8LXjcmpZrDN7DqhWlHebirYZnpduGrT9LpjpPGm1/10sM3U4eHjOTmpXTcmJsKv32QarvAVd3dJ48X98Hsm6s2HO+rsCLcRK6a57pxNXwOx2pRQlSobhK9lqdAm70uIy6ZKpLZgFaH6mhw5VSq5KZ9JamJUVupr0m686v77WlhqO3fVRVo/GBosoAAAAAAAgIOWUoUHAAAAAABgZUR4MDTRlKislU6GNN5h9horlYjy8ZKhjPlkrlLovKPI7jyXojdSBRrtXMms3se1tJRVhswo7xnxnMqELbxZHI4aZDUtopTW1gXbdAfhW25rWasIsyjESbZ/L7ztfccD3w62uf8H26U5PbAlvK1/xz3heMDcfdrW/9aupWCbTifcpt/vSONlRu+HSLw3xML2+EolfC2rVLSPekpftVr4fVWphcerTWhzakzXTfqaWCds6RfjThPrwteNiUltvOnZCZPY1PSMFjWYmAxXrpqYCkeiGpNPDLapN8TqT0K7+qxwTtW095VUfUWo4lIRS8JEQrNIaWQoEx7SqTzHMxF/0E2FCknKroOBGH9UKi31hbjlQGiT99XZf7uljhhlw1BhAQUAAAAAABy0lAgPAAAAAADAyojw4LEpW28Nt70Tz3GlPJZSHEg9D6RzyibmI8VurCNKUl/C3CNtS7RpnKtkx0AdLzPqK4uEJ+eLlYhS4dwbDMLvmf5Au7F2u+H3TLcdbtNqhaMy3tJ8uJLE/M5w9Ycd28JVY7wHt4arbjx0/5xJpGZejNQszoXn1G6Hv79eT6umkSRa3MkqUqPFZZQ2aoTH5vqiRo+SpG/SximJKHFXe7atfLFphXIeqOeedE5VxbiMEHeqTdRMqj+pMS1lTpbjVYW+lPFiIQq0u134NY7EOJAV5QdUpVqYEs1Rq5MpcRmlH72v1CzCs9K8eoO21AeGCwsoAAAAAADgoKUuc6nyAJ1AH2XHAgoAAAAAADh46eojPL6PshufBRS/pX2lbe1EZUpZYWhNCFtqlTiQadUfy6hIgdVQpGo3JR3PMr6inAvK0+wTMb4yENolUlxGaNPvSXPq9cN9ddvhSEZrsSuNtyy0U/ratUPLGuzcHo6m7Noe7mtha0saT6lUs/RQOArTXlYiNdoW5H5fe21C6vVJqZ1SEaZabdiN16ibVHFR4gFq1ECJEURiZCgz2rJvuRW/L1wT+p2+2bk5GHRN+lKqP6mRqFQoKZIN8WfYyChSq0berMYbZlbni3JuquOpfWnjCdeyVPgcb/BzUZJpMWAMl/FZQAEAAAAAAOZSqvAAAAAAAACsjCo840aOWySFVupRtv4PbaWeoudtGalRhiu6Iowlq7iMGnFR2kU1swhPFoe34g+ErerKU9x39yVsQxciLsqcvJ7yxHsh5tNZDm89bbe0CI/STmmztKDFSRbmwlGYhflwxGV+p7YVX4nLtHaGy5N05rWoQVtolwzC512t1jSLuCiVQJSKG/VpIT7nnJtY1zBp0xTaeI2p8LyazXCbeqNqFkmIDat3KL/1U7bZ97rh867X07a194W+ukvh60Z3SRtP6Ut57ynRI3W8gRCT7Pc7ZpWrrKoxFR3vkCpE5X11C4luFB0VsZ7TqItju8/eK1fTKjiCj0KwgAIAAAAAAA5aSoQHAAAAAABgZUR4RkzmKvnX/kRO3M6mxC2sYj7DXBmnjLGiMs5JjPqYXUqKjgup57lSFUeI5yjRHMu4zEDoR61m0xPiQEo/ajWbTtsmntMV+sn7EraqLy22Tdqo7ZZbHZOKImqlEyW+olRVUWMnSl9KpZeaMG+vIURvmrPheU/PTEjjTU6F+5qcapr04zWEeE5NOJ6VqnZdrAjnVGQY4VE+tCq/GRz0hSo84rWs31OuZeFrS6ejRQ2VvpSIktKPOq9+R4iAitdhqaqR0KYntFErLVlVbVLHs6oklYkRJa2Kkk3VmGFWXKRmz3jK9VW7VscrXKv7ScfdftfHpX4wPMZmAQUAAAAAANhLsyz/Wm0fZccCCgAAAAAAOGhZuvoIzjCEL8ZnAcVv51phS5e62CVFfaxiPmq0QelmmGNFw/BOWg3htYmi1CTiEkXaeZdlwtZGoU3RT5a3XLRW+lLvEYmyNV4YMBGr8Cjb44vOmCpRg2otfO1sTmgxLUW9XjWJgKixBWUrt7KtWI3n1Os1k4ow6jFXjpVSpaYxqVXTak7YfH/1pvZRSDk/LSM8UWTTxvKaJ10XhWuLGuFR2iWJEMkU4x3KeH3hva6Op/SlzEkdT6l+pFzLekK0SunHck6DgRgZEtpp1/PMbDzL+3EqvB+srBRdORSfEdSqY1YVzCzux53Osrv+nVI3GCLjs4ACAAAAAADMpVThAQAAAAAAWBlVeEaNj9UYVCCxigjI226NojdmMR+VZYzJiOn3pzAcLxMiPNL3p84pTkziOfLucmVewtVK3G3pqtW6yfeXZZFZJMpSLFQjUmIESpuaEGvwGkLcYmqmYbLlXd76X3DUyXKLslQ9R3htrPpRozCWkZqKUmVIaCNXxTF6/dTCOcr5YhnhKZL6Wcrq/ad2o/zmMxMmL48nxDKlSJQ4oNSXMCer6+vu8WwiSpbjWcbQrKpbKefdMIsML2bKddjyfrxSX63WotQHhkuxn+oBAAAAAMDoVeFJV/l1CBcL//iP/9g9//nPd5OTk279+vXDuYCyefNm9+xnP9vNzMy4I4880p111lnu7rvv3qdNp9Nx559/vtu4caObnp5255xzjtu2bduazRkAAAAAADw6wrPar0Ol1+u5V7ziFe63f/u3hzfC84UvfCFfHPGLKIPBwL31rW91P/dzP+e+8Y1vuKmpqbzNRRdd5D796U+76667zq1bt85dcMEF7uyzz3Zf+tKXTKvwFE2u+lPg9lz1dJWmVHD1FS2+YjinouNHrm/UkRhjkyr6CNGxVKtgEgnjZUk33KbS0MarhOcVVyeDbep1rTrJQNgS3e8r1SbUp/4LW6InqzbbtA23jgtFauRt00U/hMxqy7ASS1HHUyInlapNP3k7oSKD8v3Jx0BoJkVq5PFsIjWRere1umep9yuj8bS4bBnntAZV/4w+l2bqvV25b0fCfU25Z4tzkqrUGUWddo/nbGJa4v1YmZYynm2VwYKr8BWcNbQazmLei4va51I82sLCwj5/bjQa+ddqXH755fl/r7nmmuFdQLnhhhv2+bP/ZvxOlNtvv939zM/8jJufn3dXXXWVu/baa91LXvKSvM3VV1/tnvKUp7hbb73VPe95z3tUn91uN//a38EHAAAAAADlrMJz3HHH7fP3l112mXv729/uyqBUD5H1Cybehg0b8v/6hZR+v+9OP/30vW2e/OQnu+OPP97dcsstj7mA4mNBe1aXAAAAAADAIZZlq9/h9MP//ZYtW9zs7Ozev17t7pORXEBJ09RdeOGF7gUveIF76lOfmv/d1q1b8y3yj3zIy1FHHZX/22O55JJL3MUXX7zPDhS/gpW5eMXthJHldkvDLaB+3hbjWe6ekyr6uIJZRmqEviInVO8YhCMn5Y0MKY3C23OjWI0MGW0ZFtrIfQkxnyzSxqsIfTWUOYk3j6xZ3BZs9T6ZFr1FWfgNiBKpUSnXWCUKYxrvSMPRvyjr2YxlGaVUr3dK5ktoEomVncyonxGMjmckx2WEe59wTknnndKP2JdLhXM4Edrk7bo2faUDbby04HNPuSfHwo8GSjynokVcnRC9jaoNs/ux9DlB+awvft6QokzSeKuvJLpH5uz6GmXytXMF9WjJZC7jaHZ2dp8FlP15y1ve4t71rnet2Oab3/xmvglj5BZQ/LNQ7rzzTvfFL35xVf1Y5KMAAAAAAEDxER7V7/7u77rXvOY1K7Z53OMe5yyVYgHFPxj2U5/6lLv55pvdscceu/fvN23alD8td25ubp9dKL4Kj/83AAAAAACwtjKDKjoH+r8/4ogj8q8irekCis9IveENb3DXX3+9u+mmm9xJJ520z7+fcsoprlaruRtvvDEvX+z5Msf33nuvO/XUU02r8GTqk9Cl7bLifIzGk7oRzsXSxnyEbcXKFslI3YZuFc9Rt6EXuWVY3cZc9LZihbB9NZKrDCnxo6rdFmVpu7Owc84yEmW0rViu/lBCRVfvirJwHCEreuu/ZTxQnXuI8t6zVPQ5bHnMlfuHeq4offXb4TaDZaEfoY3arrcYbJL2hHn7qQvtkl54Tmlfu9cmg3C7THj9lDYqJXqrtKlUtftjXAu3i4W+pHu2OC9tPO26EVne2xVWfZXx3l70vcHgWMUtwzg/Vs2vIezcuTP/b5Ik7o477sj//vGPf7ybnp6W+6mudWzHV9j55Cc/6WZmZvY+18SXK56YmMj/e9555+XPNPEPlvU5KL/g4hdPHusBsgAAAAAAYPQjPAfi0ksvdR/96Ef3/vmnfuqn8v9+/vOfd6eddtpwLKBceeWV+X8fOWFfqnhPlun973+/i+M434HiyxOfccYZ7kMf+tCazBcAAAAAAAzXAso111yTfw19hCek2Wy6K664Iv9a9faqgrajSXEgdVu4FE2xGS9T+skpUQply6k2mpR2Up7UL8am9ONgtJ1didUo25ittl/LfS3bbVUXtjG7zCgesBYio0utHOEpbgtvaStuWW1pN4w/pIbb7Ive1q+Qq24Z9SO1U9pYvT+tKdc84TVOleurYXwl6Yb76Xe0yhT9djieMxD66ne0yFC3G/5g0u2F2wwG2gecfj8zqWCmFKTyVl1e9IciIfMdix+lqhWhOplQwUzpx4uFvioVu+9P68vuTqp0ZTmewmo8q3tMkX0tduxiwCiPkn5qAAAAAAAAwyBN0/xrtX2UHQsoAAAAAABgdRGepLwRHitjs4CSxbX8a1XVGPKGRvEONb8iVaCxifBIUSCxLyUGIxciUvpS+tGGk6r1RNXwU9Uzy0oLRUaBxKoGSl/K1uq8nVLVQNiGPsyVD4aVXDVG6ks45ol2zJW4jOVrrJyfluMp7ZQPIZYfVKy2aav9WFULMY0MGbI6X9QIT68fvvclg8wk4qKMZRmp6YvjdXrh768nXPJ6anpVmNZA6Et9G6dZ+L1V9M8uUuQkCk9Kvfwo0RttTs6M5XhW8zL9/ox+dCr6mFv0tSzE9DB8xmYBBQAAAAAA2EuJ8AAAAAAAAKys7FV4rIzPAorPi6yQGZFiMJbxHLEikByrKbQKj814LhW3QytRGOV4qlWYlHZJJ9zN/hNjBx6BUNpU6jZtPGGruhYhsIs/9NtLJhUivIFQJcIqkqH2pbCMDFn1pd7opDhJZjdeImRwB0IcQekn70top8QflH7UeSl9KcczK+mHGaUyh2VkqODCFRLL94zyOivnlGXkxCriIhbFkeal9KX+AnWQ2kRq1O/P6rWRjoEcK1LalPDNZ6iM0ZQyzslSUXPqDHEBSezf+CygAAAAAACAQ7QDJV11H2XHAgoAAAAAADhomUGEp6y7XsdyASWLai6LxPjCCqRqPWpURJx3WFJoZSC5YlFouBWqIu0j7QudCX1FQj9e3DeZe5Ro31+kvMa1SZs2VaFN3i5cZSgS+qrX5rTh6hPBNhWhTdILR3PUCI/SVzroSuMplWOsqsao7azaxAXPaaDuVRcovyTJ1Pu4EpfJ7CJDShUTpfKIUlGk6HiA/tmp2A9ZRW+NlypzxOWrBKK0qYufPptCZ5VKuE1VaKPGuZTxLGXCdUOODAnXF+m6IVQWUSsRWV2DbK9TdtWKhuBnQRzC1678j0PFwRibBRQAAAAAAGAvTdL8a7V9lB0LKAAAAAAA4KClVOEZryo8KtNqPVYyo8iQuivVKMIjR48q4ThJJsSP1OiR0pcSK4qU6JHaVxau4hI1hfESLXISCVWG3ECIy/QWpfHifrh6TiMRKtkMtCo8ToneKOOJx1N6zyhRGLVyTqZUdiou5qNWIlJiTGpsShnPKsqVt+uGz71+J1xJaiC08Trd8LHqdsPXsm7PJgq0u52wrV/oS40xSZWdCv5FVrUamUV4arXYZLxGXfvc0mhUTPqamAj3U5/eIM2pPrU+PKeZcF/1yXA/XnVynTCpGZPPLbvbrT5afkCfy5T7mnA/zrqLJtc7b9BZNKnCp/RjWYVPra5ndR+1/KGy6B9QLauFKaSP8YbRuJXuWUvdzLnP21RiRHmMzwIKAAAAAAAwl6apQRUeIjwAAAAAAGCEpUR4RoyvmqJWfcGKzE5rseqP2XCmnVnFmNTx7CJKmqTQ10+auzKeegyM5i4fc6tjZfkaK+eUdB5oc4qF8SpSxS1tPClCp7RRompqfEzYGq/G3pywhV7qS2iTiFvx+8IW+kTYPj8QY1PaNnsxZieI4nA0JYqrJhXFvNrEtEk0pTKhxVfc1JFCm6PCbWaOCTZJJzZJU0obhwttjgi2afe13FS7E76+9PqJWexN+UFBqQQWqZWdlCpDQhslXlaratGxqhJVEyofNYV+vCgVItFpp9CYtulnPKvPSlafESzHszwGhlH8KNt/u4XFZef+/JekfjA8xmcBBQAAAAAAmEszgwhPwb9gPxgsoAAAAAAAgIOWJVn+tdo+ym5sFlDSLMq/xpXytOmiZZldRaPM8undQleZUPlInZIyXpqGj1WWhueUiJNK06rNU9Utq2lIT0zPDF9jZ6boPKeyTduKunVcbRfuR+tIaaZsVY9q2nhx02ZrvPraKdVXlG3vFWGbvdKPFwvVuyrC1viGaQWzYuOWmRAVzqqTWl+VqWCb9iD82nSEWErel9BuuR2u8LW4LRzBWpoXKr3l7cKxsLldD4T7WdRiYUsL4XadTjgC0u8MxKI4QvWVxO63sXEl/H6PhPd7tR7+vFFraD9iVKtC1aZGzaSfvF2tYtKX5XjKdT+Otc/MUl/CeWA7J+UYhF/jSLw/Kvc1Kc4mxtAqKxzPVkuLwGK4jM0CCgAAAAAAsJdShQcAAAAAAGBlVOEZMX77v0WMpYRJGLP4iuX3lilxC8OIizKe+v0lQuxEeXPLcRlhvIGwhXcwCPfTF7YLe71uePtxT9iiPBCqFah99YW+BuL31+8Jcx8IW6vl1zgdiRsGhit+ZbVNW92qrmznVrZEq9u0i4yqydd9oepPvzcnjddph6Miy62OXXxFaLc8Fx6vtVPoZ6cW4WnPh49nZyHcV0+s7JQk4VhYvx+eU5pq96JsCB6W+FiiyC6CrcQ7tH7s5hRFlYLHiws7TpbjqeeBcqwioY1yT9vdTokxCRFeg/F6A+1ah+EyNgsoAAAAAADAXkqEBwAAAAAAYGU+FbHaHdWWhUEOlbFZQPExCbUiyLBFYRSW52IZIzVSZEg8CEr0JhnYxG7ydkJfSsRFit0Ibbzucngbc6cdbtPr9M22qiuVD9Tvr9ftm0R4lDaecu1RVtyLjvkU/VsA5fuzvLEq0So1FqaU3dPG0455psTChDkpVUBU0nluWFHE6p6uHEt1POV8UY95X6h40+/YRE68gRI/EvqyisF4mVBFqYy/rbSMd5SRcszVeJISd1L6soxNlfGcKvrcK2NMq+i5W8x7kIU/u2L4jM0CCgAAAAAAOFQbFtJV91F2LKAAAAAAAICDllKFZ7T4hMdKKQ+rqMxaxGW0fuwiNcoWeuUYqMfcquKNuqIpRXiUrdz9tNAKNEp8RYnmqH0pW9V7QrUbtZ1S0UeO1CjnS8EXcG3bbbHbipXtq7bHSdhaLfaUCOeLck1QojleT4hbKNENJbahvv/6ZnPSrhtK/CjpC3NKtGOgREWUbf3qeFZxEmXeal/KnMqoUqmJ7SaCbarVmuF4Nn1VKtrHa8vKI1aU3x5n0nmuva+092i/dO9jNTKEciqqAtYg7TnXKmQoFGhsFlAAAAAAAIC9NDOowjME5d1H+ylXAAAAAAAABsZmB4qPZSjRjDJFavS+iovdWMaB1NdDqrCjVJtIDSNDyngD8Qn0yvE0iklEcSS1q1TDa6vVejje0XR1abxqNdzXYCLcl/rgKi3CU/4V8GFidczVKJ7Sl1RpSYgCWcbQej0t3tFXIntLPZtKL2KsSBnPKuqkzkuqijNQt/4P57Z+tZKEEjup1MJtqvXw/aM2oUVqahPVwtqo86oLfVWE+6N6H1Xu27F4b7eKXEqfKdVKhMJ7VIlSqhXTtOhm+aqFlZFlVTWFGqm1OubyZ8oVxuv12+7mf3FjI+UZKAAAAAAAACvzv7xadYRnCH6BSYQHAAAAAAAgYHx2oBRYhcewq0Ir3shVeLKCq/AYxXP0709oY7i9LI4ik0iN1VheImwrbkzYxZjKSN0SrbDagq1GsNTX2Wq8Yq93YvQvtTk/1a2kSjxHGa8vbkPvdoS4jBDz6bR7ZrEiqS9hTpYxJinCIx5zpcqQQo0HREL1lbgSmbRRYydK5KTWCH+0rNe1CE9TiG7WDceT+mrUTGKpajvLCE+RLLfhW37mGtbfgGuV+oqdu+VrrFU+Un9usOlLPZYrxYHb7Za7epwiPEm26gjVMMTexmcBBQAAAAAAmEuJ8AAAAAAAAGCsdqD4bd8WW82sthFaVrzR+rEbyyqeo27RKmPlI2VLrVXsRh5P2O7tGtp4akzCKkpSdMRFeW0qytZ4cTzlMFRiu634kRILU45nZDPWWrCKLarXDSVGqFzzBuJ1UakEpsSBpEhNR6tSI1UZEvrqi5WPlHhOX6mOJFRjytsJ8ypj9YBqTYuTKNczJXJSq1fN7o/K3GtCrMhyPOn+IY6n3LeLvvcppDmJtwarW4h6L1KaKZ9dLG99Zb2PWt0flWbK5071+ipVAjWsprnSz4ZLS4tunKRU4QEAAAAAAFiZLzW92meYqOWq1xIRHgAAAAAAgICx2YHit1dZxG8sq8sorLaYW+6GkrbGGz7/R9nWZ1n5SCFFN9R4R4FPz7d8Ur/yQHh1W6oUX5G2l0dm26aVvtTjWRWiN1Vha3UciSd60g02iTKhTSpUQ1HaiBeFKBOiFJYXF0Wk/Z4hi4SYRByu3pEJbXa3a4YbVSaDTZQdyoO+dsz7AyFWJPQ1EKvUKH0p27TV78+qalMifn9Fs6oIZxlxtYpSKvcYtS/lkmA5nmW8s8jx5GPgEpP7TJR2pPGs7mtSP57RfS1SjpOhzFXM7o/Svc/oHpr3Jd1rm3bjrTD3hYXhjGcdrCxN5UpzK/VRdmOzgAIAAAAAAOylY1LGmAgPAAAAAABAwNjsQPG7alfaWVt07EbvyyaeY/r9pcVVwFBpSRF1G114YpYPTLeK1ShxGXXeRW/htYrUKFGZvF1NGE+JKA2WpfGUrcVRe9kkmuPFScukrygRtkQP2tKcpLkrfaVaRRiX9IS+it0S7WJlS7RWMcVVhZJa1Ylgk3otHPNx1SlpSlk13FdaCfeVNSbNxsuEGFMW16XxlApJSsxH3d1c9H3UStH3R+U2o8ZJre5rctxSior0zOIr0nW/u2xyj1Hvj24g3K96QiWTrljtROmrv2xzj/GU46Dci8p4v6po104XV03uV9J9L28n3ENqwnjK/TEwXmNRfB+MiDRJ86/V9lF2Y7OAAgAAAAAA7KVEeAAAAAAAADBWO1D8VtiVtsMWHbtRFRnPUYtbWH5/5dxWbBWpcYVWR1DGU5/Ub1cVx67SglUlGy/OhC3RwhZeOcIzGOEt0Uo/ajurrdX+2tkLx4EGQpt0oMWm0oG4ndtIJGyvVtpU6+EtypW6sNXZj9eYEfoKt3HN9dJ4zqivqDErDZcKcSBXCW8xzypC9Qe1SoRQBUOt7CTHx8pGqHISJWLFFKUiU8EVYaTrfn9JGk+6xnbmwm3a22368UmY1o5gm95yuK/u4k5pvEE7fAz6nfDxTIT7R95Xr28SDyxjATo5Nq1UGazWze5FtYlpoa/w9bzWDPfjVVcYr7ssXntGRJZk+ddq+yi7sVlAAQAAAAAAhyrCk666j7IjwgMAAAAAABAwNjtQfOrEInliFV9RojmW4xW99c8y5aPEV1LDAaUojGE+R+lKqrAjLIeqVXGUeI7Sl3qYpCoKhuO5tPxP+F7VG1l5Wr9SQUDZOq5GeITt3Gl7zmQrtzdoL5n01Rf6yccTtnwPel2Trdxeqt5ECqpy4tXq4ahIVdgSrWy/zttNhuM59al14TZCP17cMIoMqZUdlIiSUgVDHc+qSpRSccOSUplLiPno10WlopgYt7SKSYpxme7SDpMoTG9R6GdJi9S0FsNRmHYn/Pq1lrXXuNsL30e73XBfPbEgnFCYyw2UIjwF/1Jeue6r94ZYiQMJberipaUmVFqsC20adW2fQaOx/3ZL3fLvprCUpgYPkS36ZD8IY7OAAgAAAAAADlEZ43j0yxivaYTn5ptvdi972cvcMccck/+G/ROf+MSjdl9ceuml7uijj3YTExPu9NNPd9/+9rfXbL4AAAAAAGA8rekOlFar5Z7+9Ke73/iN33Bnn332o/793e9+t/vgBz/oPvrRj7qTTjrJve1tb3NnnHGG+8Y3vuGaTe0p9moVHpXVriLLSjZW8RzLOSlRiqJjPpYsh7OK5yj9lJXyvoqFRol4CKpKpQypI2cmNVzxjpQTxmq7fiQeBKEv5furKfEksSpOJEQNMnE8JZ6jbENvt7Xx2p3wGdMXKopo1R/sLtaV6oJZZQdle/VKW6v3mGhq1WcmJiomESUlVmRZJaLS0CpXxNXwdbEiVMpQqj9ZUt6j6vs4EeI5SvWVQVer0DLohOM5vdZ8sE1/OdxGvb60lsPZlOW23bVsWYg4LAvJqp6Y0lKiN4M0MonmeMrl0zJVbHW5LmOKQo4MReHJVyvhE6YaaydVvbL/8dr9Eh7IQ12FJ6YKzyF15pln5l/7+2H+Ax/4gPuDP/gD9/KXvzz/u7/5m79xRx11VL5T5Vd+5VcKni0AAAAAAHikzCDC4/sou9JW4bnnnnvc1q1b89jOHuvWrXPPfe5z3S233LLf/12323ULCwv7fAEAAAAAAIzkQ2T94onnd5w8nP/znn97LJs3b3aXX375mm5Vs4zCjDI1cWJ1OItOuAxzpMbsPWO4DU954L0S8/FSpfKIEPOp1LQoYVQJb8WPap1gmyzta+MpFSCS8Fb1uNmyGcvrCYvZ3XAlicrydmm4yXa4SsTE0rZgm87Cg9J4nfmHgm1qux4ItqlUlszeEYnw/usKlSuU7fPqFvpekphtZzer7CAmTpQKEM1a+DxvNMLnnRpRqtcik4oUajslXiUlCNW9+EaSgXhvED5w9IUt+QMx36FUhFHGU6rGeD2hr44ScRGGM424KDFf8ZSarNtEQPQ4iSuUcqykykBCG70SUWRy/1DOO/UcVj5OqT8bptn+L3pd8dozKtIkc+kqIzyrreIz1jtQDtYll1zi5ufn935t2bJlracEAAAAAMBoPwMlWf1X2ZV2AWXTpk35f7dt2/c3Nf7Pe/7tsTQaDTc7O7vPFwAAAAAAwEhGeHzVHb9QcuONN7pnPOMZ+d/555l8+ctfdr/92799wP35bVhlfKJ0URV2LCMnRUeURj16U8YKO8pLrJwHmThtbXtuuFEk75UV+orsXpdIqEBTicPVNNTTIG5uCLcROoudsF9WjRWlHZM4kBoZigfh6hZRP9xmYlmL8Ey0wrGMw5buD7bp7fqBNN7yjnC71kP/GWyza2c4pjW/oL3Gu+bD+6YXwqeBWxpoJ3pHqcyhbOUWb2nK5UVpU61oN/a60K4qbJVWoke7+zJqUyk21qD0Zfn5z7Svgp+VaBV7awrnlFIBS62CNTUZbjMptMnHmwhneGqT4UpZtYnwPVutpmVZuUqpQJcK1ab67SWz6k/LrV5h1Z+8xaVwX0vCvWhZu/WtGHNtj12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"text/plain": [
"<Figure size 1500x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# helper function\n",
"def plot_trajectory(coords, real, no_sol=None):\n",
" # find the x-t shapes\n",
" dim_x = len(torch.unique(coords.extract('x')))\n",
" dim_t = len(torch.unique(coords.extract('t')))\n",
" # if we don't have the Neural Operator solution we simply plot the real one\n",
" if no_sol is None:\n",
" fig, axs = plt.subplots(1, 1, figsize=(15, 5), sharex=True, sharey=True)\n",
" c = axs.imshow(real.reshape(dim_t, dim_x).T.detach(),extent=[0, 50, 0, 64], cmap='PuOr_r', aspect='auto')\n",
" axs.set_title('Real solution')\n",
" fig.colorbar(c, ax=axs)\n",
" axs.set_xlabel('t')\n",
" axs.set_ylabel('x')\n",
" # otherwise we plot the real one, the Neural Operator one, and their difference\n",
" else:\n",
" fig, axs = plt.subplots(1, 3, figsize=(15, 5), sharex=True, sharey=True)\n",
" axs[0].imshow(real.reshape(dim_t, dim_x).T.detach(),extent=[0, 50, 0, 64], cmap='PuOr_r', aspect='auto')\n",
" axs[0].set_title('Real solution')\n",
" axs[1].imshow(no_sol.reshape(dim_t, dim_x).T.detach(),extent=[0, 50, 0, 64], cmap='PuOr_r', aspect='auto')\n",
" axs[1].set_title('NO solution')\n",
" c = axs[2].imshow((real - no_sol).abs().reshape(dim_t, dim_x).T.detach(),extent=[0, 50, 0, 64], cmap='PuOr_r', aspect='auto')\n",
" axs[2].set_title('Absolute difference')\n",
" fig.colorbar(c, ax=axs.ravel().tolist())\n",
" for ax in axs:\n",
" ax.set_xlabel('t')\n",
" ax.set_ylabel('x')\n",
" plt.show()\n",
"\n",
"# a sample trajectory (we use the sample 5, feel free to change)\n",
"sample_number = 20\n",
"plot_trajectory(coords=initial_cond_train[sample_number].extract(['x', 't']),\n",
" real=sol_train[sample_number].extract('u'))\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As we can see, as the time progresses the solution becomes chaotic, which makes\n",
"it really hard to learn! We will now focus on building a Neural Operator using the\n",
"`SupervisedSolver` class to tackle the problem.\n",
"\n",
"## Averaging Neural Operator\n",
"\n",
"We will build a neural operator $\\texttt{NO}$ which takes the solution at time $t=0$ for any $x\\in\\Omega$,\n",
"the time $(t)$ at which we want to compute the solution, and gives back the solution to the KS equation $u(x, t)$, mathematically:\n",
"$$\n",
"\\texttt{NO}_\\theta : \\mathbb{U} \\rightarrow \\mathbb{U},\n",
"$$\n",
"such that\n",
"$$\n",
"\\texttt{NO}_\\theta[u(t=0)](x, t) \\rightarrow u(x, t).\n",
"$$\n",
"\n",
"There are many ways on approximating the following operator, e.g. by 2D [FNO](https://mathlab.github.io/PINA/_rst/models/fno.html) (for regular meshes),\n",
"a [DeepOnet](https://mathlab.github.io/PINA/_rst/models/deeponet.html), [Continuous Convolutional Neural Operator](https://mathlab.github.io/PINA/_rst/layers/convolution.html),\n",
"[MIONet](https://mathlab.github.io/PINA/_rst/models/mionet.html). \n",
"In this tutorial we will use the *Averaging Neural Operator* presented in [*The Nonlocal Neural Operator: Universal Approximation*](https://arxiv.org/abs/2304.13221)\n",
"which is a [Kernel Neural Operator](https://mathlab.github.io/PINA/_rst/models/base_no.html) with integral kernel:\n",
"\n",
"$$\n",
"K(v) = \\sigma\\left(Wv(x) + b + \\frac{1}{|\\Omega|}\\int_\\Omega v(y)dy\\right)\n",
"$$\n",
"\n",
"where:\n",
"\n",
"* $v(x)\\in\\mathbb{R}^{\\rm{emb}}$ is the update for a function $v$ with $\\mathbb{R}^{\\rm{emb}}$ the embedding (hidden) size\n",
"* $\\sigma$ is a non-linear activation\n",
"* $W\\in\\mathbb{R}^{\\rm{emb}\\times\\rm{emb}}$ is a tunable matrix.\n",
"* $b\\in\\mathbb{R}^{\\rm{emb}}$ is a tunable bias.\n",
"\n",
"If PINA many Kernel Neural Operators are already implemented, and the modular componets of the [Kernel Neural Operator](https://mathlab.github.io/PINA/_rst/models/base_no.html) class permits to create new ones by composing base kernel layers.\n",
"\n",
"**Note:*** We will use the already built class* `AveragingNeuralOperator`, *as constructive excercise try to use the* [KernelNeuralOperator](https://mathlab.github.io/PINA/_rst/models/base_no.html) *class for building a kernel neural operator from scratch. You might employ the different layers that we have in pina, e.g.* [FeedForward](https://mathlab.github.io/PINA/_rst/models/fnn.html), *and* [AveragingNeuralOperator](https://mathlab.github.io/PINA/_rst/layers/avno_layer.html) *layers*."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"class SIREN(torch.nn.Module):\n",
" def forward(self, x):\n",
" return torch.sin(x)\n",
"\n",
"\n",
"embedding_dimesion = 40 # hyperparameter embedding dimension\n",
"input_dimension = 3 # ['u', 'x', 't']\n",
"number_of_coordinates = 2 # ['x', 't']\n",
"lifting_net = torch.nn.Linear(input_dimension, embedding_dimesion)\n",
"projecting_net = torch.nn.Linear(embedding_dimesion + number_of_coordinates, 1)\n",
"model = AveragingNeuralOperator(\n",
" lifting_net=lifting_net,\n",
" projecting_net=projecting_net,\n",
" coordinates_indices=[\"x\", \"t\"],\n",
" field_indices=[\"u0\"],\n",
" n_layers=4,\n",
" func=SIREN,\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Super easy! Notice that we use the `SIREN` activation function, more on [Implicit Neural Representations with Periodic Activation Functions](https://arxiv.org/abs/2006.09661).\n",
"\n",
"## Solving the KS problem\n",
"\n",
"We will now focus on solving the KS equation using the `SupervisedSolver` class\n",
"and the `AveragingNeuralOperator` model. As done in the [FNO tutorial](https://github.com/mathLab/PINA/blob/master/tutorials/tutorial5/tutorial.ipynb) we now create the Neural Operator problem class with `SupervisedProblem`."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"GPU available: True (mps), used: False\n",
"TPU available: False, using: 0 TPU cores\n",
"HPU available: False, using: 0 HPUs\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Epoch 39: 100%|██████████| 20/20 [00:01<00:00, 18.75it/s, v_num=9, data_loss_step=0.0809, train_loss_step=0.0809, data_loss_epoch=0.108, train_loss_epoch=0.108]"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"`Trainer.fit` stopped: `max_epochs=40` reached.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Epoch 39: 100%|██████████| 20/20 [00:01<00:00, 18.70it/s, v_num=9, data_loss_step=0.0809, train_loss_step=0.0809, data_loss_epoch=0.108, train_loss_epoch=0.108]\n"
]
}
],
"source": [
"# initialize problem\n",
"problem = SupervisedProblem(initial_cond_train, sol_train, input_variables=initial_cond_train.labels, output_variables=sol_train.labels)\n",
"# initialize solver\n",
"solver = SupervisedSolver(problem=problem, model=model)\n",
"# train, only CPU and avoid model summary at beginning of training (optional)\n",
"trainer = Trainer(\n",
" solver=solver,\n",
" max_epochs=40,\n",
" accelerator=\"cpu\",\n",
" enable_model_summary=False,\n",
" batch_size=5, # we train on CPU and avoid model summary at beginning of training (optional)\n",
" train_size=1.0,\n",
" val_size=0.0,\n",
" test_size=0.0,\n",
")\n",
"trainer.train()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can now see some plots for the solutions"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
"<Figure size 1500x500 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sample_number = 2\n",
"no_sol = solver(initial_cond_test)\n",
"plot_trajectory(coords=initial_cond_test[sample_number].extract(['x', 't']),\n",
" real=sol_test[sample_number].extract('u'),\n",
" no_sol=no_sol[5])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As we can see we can obtain nice result considering the small training time and the difficulty of the problem!\n",
"Let's take a look at the training and testing error:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Training error: 0.107\n",
"Testing error: 0.097\n"
]
}
],
"source": [
"from pina.loss import PowerLoss\n",
"\n",
"error_metric = PowerLoss(p=2) # we use the MSE loss\n",
"\n",
"with torch.no_grad():\n",
" no_sol_train = solver(initial_cond_train)\n",
" err_train = error_metric(sol_train.extract('u'), no_sol_train).mean() # we average the error over trajectories\n",
" no_sol_test = solver(initial_cond_test)\n",
" err_test = error_metric(sol_test.extract('u'),no_sol_test).mean() # we average the error over trajectories\n",
" print(f'Training error: {float(err_train):.3f}')\n",
" print(f'Testing error: {float(err_test):.3f}')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As we can see the error is pretty small, which agrees with what we can see from the previous plots."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## What's next?\n",
"\n",
"Now you know how to solve a time dependent neural operator problem in **PINA**! There are multiple directions you can go now:\n",
"\n",
"1. Train the network for longer or with different layer sizes and assert the final accuracy\n",
"\n",
"2. We left a more challenging dataset [Data_KS2.mat](dat/Data_KS2.mat) where $A_k \\in [-0.5, 0.5]$, $\\ell_k \\in [1, 2, 3]$, $\\phi_k \\in [0, 2\\pi]$ for longer training\n",
"\n",
"3. Compare the performance between the different neural operators (you can even try to implement your favourite one!)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "pina",
"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": "3.9.21"
}
},
"nbformat": 4,
"nbformat_minor": 2
}