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PINA/tutorials/tutorial10/tutorial.ipynb
Dario Coscia 29b14ee9b6 Update Tutorials (#544)
* update tutorials
* tutorial guidelines
* doc
2025-04-23 18:53:30 +02:00

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Tutorial: Solving the KuramotoSivashinsky Equation with Averaging Neural Operator\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",
"\n",
"In this tutorial, we will build a Neural Operator using the **`AveragingNeuralOperator`** model and the **`SupervisedSolver`**. By the end of this tutorial, you will be able to train a Neural Operator to learn the operator for time-dependent PDEs.\n",
"\n",
"Let's start by importing the necessary modules."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"## routine needed to run the notebook on Google Colab\n",
"try:\n",
" import google.colab\n",
"\n",
" IN_COLAB = True\n",
"except:\n",
" IN_COLAB = False\n",
"if IN_COLAB:\n",
" !pip install \"pina-mathlab[tutorial]\"\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 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",
"In this tutorial, we will focus on solving the **Kuramoto-Sivashinsky (KS)** equation, a fourth-order nonlinear PDE. The equation is given by:\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 this equation, $x \\in \\Omega = [0, 64]$ represents a spatial location, and $t \\in \\mathbb{T} = [0, 50]$ represents time. The function $u(x, t)$ is the value of the function at each point in space and time, with $u(x, t) \\in \\mathbb{R}$. We denote the solution space as $\\mathbb{U}$, where $u \\in \\mathbb{U}$.\n",
"\n",
"We impose Dirichlet boundary conditions on the derivative of $u$ at the boundary of the domain $\\partial \\Omega$:\n",
"\n",
"$$\n",
"\\frac{\\partial u}{\\partial x}(x,t) = 0 \\quad \\forall (x,t) \\in \\partial \\Omega \\times \\mathbb{T}.\n",
"$$\n",
"\n",
"The initial conditions are sampled from a distribution over truncated Fourier series with random coefficients $\\{A_k, \\ell_k, \\phi_k\\}_k$, as follows:\n",
"\n",
"$$\n",
"u(x,0) = \\sum_{k=1}^N A_k \\sin\\left(2 \\pi \\frac{\\ell_k x}{L} + \\phi_k\\right),\n",
"$$\n",
"\n",
"where:\n",
"- $A_k \\in [-0.4, -0.3]$,\n",
"- $\\ell_k = 2$,\n",
"- $\\phi_k = 2\\pi \\quad \\forall k=1,\\dots,N$.\n",
"\n",
"We have already generated data for different initial conditions. The goal is to build a Neural Operator that, given $u(x,t)$, outputs $u(x,t+\\delta)$, where $\\delta$ is a fixed time step. \n",
"\n",
"We will cover the Neural Operator architecture later, but for now, lets start by importing the data.\n",
"\n",
"**Note:**\n",
"The numerical integration is obtained using a pseudospectral method for spatial derivative discretization and implicit Runge-Kutta 5 for temporal dynamics."
]
},
{
"cell_type": "code",
"execution_count": 3,
"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(\n",
" torch.tensor(data[\"initial_cond_train\"], dtype=torch.float),\n",
" [\"t\", \"x\", \"u0\"],\n",
")\n",
"initial_cond_test = LabelTensor(\n",
" torch.tensor(data[\"initial_cond_test\"], dtype=torch.float), [\"t\", \"x\", \"u0\"]\n",
")\n",
"sol_train = LabelTensor(\n",
" torch.tensor(data[\"sol_train\"], dtype=torch.float), [\"u\"]\n",
")\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 is saved in the form `[B, N, D]`, where:\n",
"- `B` is the batch size (i.e., how many initial conditions we sample),\n",
"- `N` is the number of points in the mesh (which is the product of the discretization in $x$ times the one in $t$),\n",
"- `D` is 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": 4,
"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(\n",
" real.reshape(dim_t, dim_x).T.detach(),\n",
" extent=[0, 50, 0, 64],\n",
" cmap=\"PuOr_r\",\n",
" aspect=\"auto\",\n",
" )\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(\n",
" real.reshape(dim_t, dim_x).T.detach(),\n",
" extent=[0, 50, 0, 64],\n",
" cmap=\"PuOr_r\",\n",
" aspect=\"auto\",\n",
" )\n",
" axs[0].set_title(\"Real solution\")\n",
" axs[1].imshow(\n",
" no_sol.reshape(dim_t, dim_x).T.detach(),\n",
" extent=[0, 50, 0, 64],\n",
" cmap=\"PuOr_r\",\n",
" aspect=\"auto\",\n",
" )\n",
" axs[1].set_title(\"NO solution\")\n",
" c = axs[2].imshow(\n",
" (real - no_sol).abs().reshape(dim_t, dim_x).T.detach(),\n",
" extent=[0, 50, 0, 64],\n",
" cmap=\"PuOr_r\",\n",
" aspect=\"auto\",\n",
" )\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",
"\n",
"# a sample trajectory (we use the sample 5, feel free to change)\n",
"sample_number = 20\n",
"plot_trajectory(\n",
" 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 time progresses, the solution becomes chaotic, making it very difficult to learn! We will now focus on building a Neural Operator using the `SupervisedSolver` class to tackle this 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 $x\\in\\Omega$, 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",
"$$\n",
"\\texttt{NO}_\\theta : \\mathbb{U} \\rightarrow \\mathbb{U},\n",
"$$\n",
"\n",
"such that\n",
"\n",
"$$\n",
"\\texttt{NO}_\\theta[u(t=0)](x, t) \\rightarrow u(x, t).\n",
"$$\n",
"\n",
"There are many ways to approximate the following operator, for example, by using a 2D [FNO](https://mathlab.github.io/PINA/_rst/model/fourier_neural_operator.html) (for regular meshes), a [DeepOnet](https://mathlab.github.io/PINA/_rst/model/deeponet.html), [Continuous Convolutional Neural Operator](https://mathlab.github.io/PINA/_rst/model/block/convolution.html), or [MIONet](https://mathlab.github.io/PINA/_rst/model/mionet.html). In this tutorial, we will use the *Averaging Neural Operator* presented in [*The Nonlocal Neural Operator: Universal Approximation*](https://arxiv.org/abs/2304.13221), which is a [Kernel Neural Operator](https://mathlab.github.io/PINA/_rst/model/kernel_neural_operator.html) with an 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 $\\mathbb{R}^{\\rm{emb}}$ being the embedding (hidden) size.\n",
"* $\\sigma$ is a non-linear activation function.\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",
"In PINA, many Kernel Neural Operators are already implemented. The modular components of the [Kernel Neural Operator](https://mathlab.github.io/PINA/_rst/model/kernel_neural_operator.html) class allow you to create new ones by composing base kernel layers.\n",
"\n",
"**Note:** We will use the already built class `AveragingNeuralOperator`. As a constructive exercise, try to use the [KernelNeuralOperator](https://mathlab.github.io/PINA/_rst/model/kernel_neural_operator.html) class to build a kernel neural operator from scratch. You might employ the different layers that we have in PINA, such as [FeedForward](https://mathlab.github.io/PINA/_rst/model/feed_forward.html) and [AveragingNeuralOperator](https://mathlab.github.io/PINA/_rst/model/average_neural_operator.html) layers."
]
},
{
"cell_type": "code",
"execution_count": 5,
"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, which is discussed in more detail in the paper [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 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": 6,
"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"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "38a4c0eac050435283e8250fadec6764",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Training: | | 0/? [00:00<?, ?it/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"`Trainer.fit` stopped: `max_epochs=40` reached.\n"
]
}
],
"source": [
"# initialize problem\n",
"problem = SupervisedProblem(\n",
" initial_cond_train,\n",
" sol_train,\n",
" input_variables=initial_cond_train.labels,\n",
" output_variables=sol_train.labels,\n",
")\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 visualize some plots for the solutions!"
]
},
{
"cell_type": "code",
"execution_count": 7,
"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(\n",
" coords=initial_cond_test[sample_number].extract([\"x\", \"t\"]),\n",
" real=sol_test[sample_number].extract(\"u\"),\n",
" no_sol=no_sol[5],\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As we can see, we can obtain nice results 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": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Training error: 0.114\n",
"Testing error: 0.106\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(\n",
" sol_train.extract(\"u\"), no_sol_train\n",
" ).mean() # we average the error over trajectories\n",
" no_sol_test = solver(initial_cond_test)\n",
" err_test = error_metric(\n",
" sol_test.extract(\"u\"), no_sol_test\n",
" ).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}\")"
]
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"As we can see, the error is pretty small, which aligns with the observations from the previous plots."
]
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"source": [
"## What's Next?\n",
"\n",
"You have completed the tutorial on solving time-dependent PDEs using Neural Operators in **PINA**. Great job! Here are some potential next steps you can explore:\n",
"\n",
"1. **Train the network for longer or with different layer sizes**: Experiment with various configurations, such as adjusting the number of layers or hidden dimensions, to further improve accuracy and observe the impact on performance.\n",
"\n",
"2. **Use a more challenging dataset**: Try using the more complex dataset [Data_KS2.mat](dat/Data_KS2.mat) where $A_k \\in [-0.5, 0.5]$, $\\ell_k \\in [1, 2, 3]$, and $\\phi_k \\in [0, 2\\pi]$ for a more difficult task. This dataset may require longer training and testing.\n",
"\n",
"3. **... and many more...**: Explore other models, such as the [FNO](https://mathlab.github.io/PINA/_rst/models/fno.html), [DeepOnet](https://mathlab.github.io/PINA/_rst/models/deeponet.html), or implement your own operator using the [KernelNeuralOperator](https://mathlab.github.io/PINA/_rst/models/base_no.html) class to compare performance and find the best model for your task.\n",
"\n",
"For more resources and tutorials, check out the [PINA Documentation](https://mathlab.github.io/PINA/)."
]
}
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