TinyML-CAM/[ipynb]-TinyML-CAM-full-cod...

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{
"cells": [
{
"cell_type": "markdown",
"id": "ffa8fbc6",
"metadata": {},
"source": [
"# Esp32-Cam Image Object Recognition in 30 minutes\n",
"\n",
"\n",
"![Esp32-cam image recognition](assets/esp32-cam-image-recognition-cover.png)\n",
"\n",
"\n",
"Have you ever wanted to perform **object recognition** on your cheap Esp32-cam in a matter of minutes?\n",
"\n",
"Do you want it to be easy and fast?\n",
"\n",
"This project is for you!\n",
"\n",
"Learn how to quickly implement your own **object recognition system on the Esp32-cam** by: \n",
"\n",
" 1. collect images from Esp32-cam to create a dataset\n",
" 2. train a Machine Learning classifier on your PC to recognize objects in the images\n",
" 3. deploy that classifier to your Esp32-cam for real-time object recognition"
]
},
{
"cell_type": "markdown",
"id": "8b98bc2b",
"metadata": {},
"source": [
"## Image Recognition that is *Fast*\n",
"\n",
"Image and object recognition is not something entirely new on the Esp32-cam and other microcontrollers, thanks to [TensorFlow for Microcontrollers](https://www.tensorflow.org/lite/microcontrollers) and no-code platforms like [Edge Impulse](https://edgeimpulse.com).\n",
"\n",
"They come with pre-trained Neural networks of varying size and complexity that you can leverage to implement your own image recognition system.\n",
"\n",
"*But...*\n",
"\n",
"**Neural Networks for image recognition are heavyweight: they can take anywhere from 50 Kb to 500 Kb of RAM.**\n",
"\n",
"Since your cheap Esp32-cam usually comes with limited RAM, you will often be forced to opt for a low complexity, low accuracy network.\n",
"\n",
"Even more, with weight it comes **time complexity**: classifying an image on the Esp32-cam usually takes about 500 ms (*source: [Edge Impulse blog](https://www.edgeimpulse.com/blog/add-sight-to-your-esp32)*).\n",
"\n",
"Can we do better?\n",
"\n",
"Can we do *faster*?\n",
"\n",
"Yes, we can!\n",
"\n",
"**Image and object recognition on Esp32-cam can be implemented in 30 minutes, with minimal code configuration, thanks to the Eloquent Arduino ecosystem of libraries: once deployed, it takes 1 kb of RAM and runs at 60 FPS.**\n",
"\n",
"Follow the next steps to get up and running!"
]
},
{
"cell_type": "markdown",
"id": "d21cdacb",
"metadata": {},
"source": [
"## Hardware Requirements\n",
"\n",
"To follow this project the only requirement is an Esp32 camera.\n",
"\n",
"You can find many models on the market:\n",
"\n",
" - [from Ai Thinker](http://www.ai-thinker.com/pro_view-24.html) (the most widely used)\n",
" - [from Espressif](https://www.espressif.com/en/products/devkits/esp-eye/overview)\n",
" - [from M5Stack](https://shop.m5stack.com/products/esp32-camera)\n",
"\n",
"I can't recommend enough the cameras from M5Stack because they come with 4 Mb external PSRAM, but any from the above list should work.\n",
"\n",
"<img src=\"assets/Esp32 cam devices.png\" alt=\"Esp32 cam devices\" />"
]
},
{
"cell_type": "markdown",
"id": "e985c552",
"metadata": {},
"source": [
"## Software requirements\n",
"\n",
"To capture the images from the Esp32-cam with ease, I suggest you to install the **[Eloquent Arduino library version 2.1.2](https://github.com/eloquentarduino/EloquentArduino)**. It is available on the Arduino IDE Library Manager.\n",
"\n",
"![Eloquent Arduino library](assets/eloquent-arduino-2.x.y.png)\n",
"\n",
"To collect the images on your PC and train the Machine Learning model, you have to install the **[everywhereml Python package](https://github.com/eloquentarduino/everywhereml)**.\n",
"\n",
"Create a new Python project and run\n",
"\n",
"```bash\n",
"pip install everywhereml==0.0.5\n",
"```"
]
},
{
"cell_type": "markdown",
"id": "32a97c62",
"metadata": {},
"source": [
"## Step 1 of 5: Load the CameraWebServer sketch\n",
"\n",
"First step to create a Machine Learning model is to collect data.\n",
"\n",
"Since the Esp32-cam quality is pretty low, I recommend you to:\n",
"\n",
" 1. fix the camera in position with tape and don't let it move\n",
" 2. use artificial illumination if possible (image quality degrades in low light conditions)\n",
" \n",
"<img src=\"assets/esp32-cam image recognition setup.jpeg\" alt=\"esp32-cam image recognition setup\" />\n",
"<p class=\"caption\">Something as simple as a plain background will work best</p>\n",
" \n",
"To keep acquisition speed fast, we will capture at QQVGA resolution (160 x 120). If your project requires you to capture at higher resolutions, change the sketch accordingly.\n",
"\n",
"<x-alerts.info>Image recognition often happens at even lower resolutions anyway, so if you're not using the large version of the image for other purposes, QQVGA is the best choice</x-alerts.info>\n",
" \n",
"Once your setup is ready, load the CameraWebServer sketch below on your board.\n",
"\n",
"Once loaded, the Esp32-cam will connect your WiFi network and start an HTTP video streaming server you can access from any web broswer.\n",
"\n",
"```cpp\n",
"#include \"eloquent.h\"\n",
"#include \"eloquent/networking/wifi.h\"\n",
"#include \"eloquent/vision/camera/esp32/webserver.h\"\n",
"\n",
"// replace 'm5wide' with your own model\n",
"// possible values are 'aithinker', 'eye', 'm5stack', 'm5wide', 'wrover'\n",
"#include \"eloquent/vision/camera/m5wide.h\"\n",
"\n",
"\n",
"void setup() {\n",
" Serial.begin(115200);\n",
"\n",
" // configure camera\n",
" camera.jpeg();\n",
" camera.qqvga();\n",
"\n",
" // replace with your WiFi credentials\n",
" while (!wifi.connectTo(\"Abc\", \"12345678\"))\n",
" Serial.println(\"Cannot connect to WiFi\");\n",
"\n",
" while (!camera.begin())\n",
" Serial.println(\"Cannot connect to camera\");\n",
"\n",
" webServer.start();\n",
" Serial.print(\"Camera web server started at http://\");\n",
" Serial.println(WiFi.localIP());\n",
"}\n",
"\n",
"void loop() {\n",
" // do nothing\n",
"}\n",
"```\n",
"\n",
"Now connect your PC to the same WiFi network of your Esp32-cam and open the browser at the address that you read on the Serial Monitor. You should be able to see the live stream from the board."
]
},
{
"cell_type": "markdown",
"id": "27b9e424",
"metadata": {},
"source": [
"## Step 2 of 5: Collect images from Esp32-cam over HTTP\n",
"\n",
"Now that the Esp32-cam video stream is available over the WiFi network, we can run a program that collects the frames over HTTP.\n",
"\n",
"We will make use of the `MjpegCollector` class, that needs the URL of the Esp32-cam web server (the one you can read on the Serial Monitor)."
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "a8fcde70",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ImageDataset[Boards](num_images=1978, num_labels=4, labels=['empty', 'pi', 'portenta', 'wio'])\n"
]
}
],
"source": [
"\"\"\"\n",
"Collect images from Esp32-cam web server\n",
"\"\"\"\n",
"from everywhereml.data import ImageDataset\n",
"from everywhereml.data.collect import MjpegCollector\n",
"\n",
"base_folder = 'dataset_folder'\n",
"\n",
"try:\n",
" # if our dataset folder already exists, load it\n",
" image_dataset = ImageDataset.from_nested_folders(\n",
" name='Boards', \n",
" base_folder=base_folder\n",
" )\n",
"except FileNotFoundError:\n",
" # if the dataset folder does not exists, collect the samples\n",
" # from the Esp32-cam web server\n",
" # duration is how long (in seconds) the program will collect \n",
" # the images for each class\n",
" mjpeg_collector = MjpegCollector(address='http://192.168.105.76')\n",
" image_dataset = mjpeg_collector.collect_many_classes(\n",
" dataset_name='Boards', \n",
" base_folder=base_folder,\n",
" duration=40\n",
" )\n",
" \n",
"print(image_dataset)"
]
},
{
"cell_type": "markdown",
"id": "907794dc",
"metadata": {},
"source": [
"The above snippet will start an interactive data collection procedure: it will ask for a class name and collect the frames for the given amount of time, until you decide to exit.\n",
"\n",
"**Put the objects in front of the camera, enter the object name in the input field and press \\[Enter\\]. The frame collection will start immediately.**\n",
"\n",
"\n",
"<img src=\"assets/esp32-cam image recognition data collection.jpeg\" alt=\"esp32-cam image recognition data collection\" />\n",
"<p class=\"caption\">Put the objects in front of the camera before starting the collection process</p>\n",
"\n",
"**Move the object a little in front of the camera to capture slight variations and make the model more robust**.\n",
"\n",
"Once you're done collecting frames, you can get a preview of them and check the quality of your work."
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "36dd7f29",
"metadata": {
"scrolled": true
},
"outputs": [
{
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\n",
"text/plain": [
"<Figure size 1440x720 with 40 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"\"\"\"\n",
"Display a preview of the captured images\n",
"\"\"\"\n",
"image_dataset.preview(\n",
" samples_per_class=10, \n",
" rows_per_class=2, \n",
" figsize=(20, 10)\n",
")"
]
},
{
"cell_type": "markdown",
"id": "682e5531",
"metadata": {},
"source": [
"If you find that some images are bad or totally wrong, take some time to delete them.\n",
"\n",
"If you feel that you may need to capture more images, do so.\n",
"\n",
"**Take all the time it takes to collect an high quality dataset, because in Machine Learning \"garbage in, garbage out\"!**"
]
},
{
"cell_type": "markdown",
"id": "6a305ea3",
"metadata": {},
"source": [
"## Step 3 of 5: Create an Object Detection pipeline\n",
"\n",
"Having our very own dataset of images, we need a way to transform each image into something a Machine Learning model can classify.\n",
"\n",
"With Neural Networks, you usually feed the raw image as input and the network learns by itself how to extract meaningful features from it.\n",
"\n",
"With traditional Machine Learning it's different: we have to extract the features by ourself.\n",
"\n",
"But don't worry, you don't have to do this on your own.\n",
"\n",
"The `everywhereml` package has all the tools you need.\n",
"\n",
"First of all, our feature extractor will work with grayscale images, so let's convert the dataset from RGB to Gray."
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "54670106",
"metadata": {},
"outputs": [],
"source": [
"\"\"\"\n",
"Image classification with HOG works on grayscale images at the moment\n",
"So convert images to grayscale in the range 0-255\n",
"\"\"\"\n",
"image_dataset = image_dataset.gray().uint8()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "2a5f156b",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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AmFXt0ItmX3t/NZAvG9TUWQGKE84QLMXUPms7INssjC4Zp79RFSA9vmZ67KCtk8zoJBmBwDxheWFLobltFvHAqrUM4pWbHLwY0FAEsAJCq9VKAp8Otnaw1qXerGPD5XMYtNhB05572UAbLQyBeYP3W1lbUVklkNpS22qkn50moAFH61zbLOTy8nKhl1NFBr7mZMb6XVwqVc/DfsbLzvLcLC/LsjeBwMuCd6+p3fN4VubHWqHPfla/0xPdrAAwGo3SEo6c1ws4Krm2Pm2ZgKD+rW7zfo/9n+hYED5tYF6YZgesvfN46HGU+/IYzPyXfbfe/yoMjEYjtFqtMW7aqh6NbfX4/OtxU3+jVteySl65bpdN9rAQAgIA18B7A2zZxbQPYHxJDQCFC+Lt4wkDeZ6nPk4KCFZgUHWIypJVjLifOm6qQmmZiV3iRldgiF7OwDzhOTxAca6AMm4qP+3ntf/KOhoAxoJx5ZNyUwdb5RX/6sBLvnnVPtqfafmlWR4dXO0cJ+EIBeYJNfjWWQHKMygK8kZ5aOH1cSpsdRB5t7q6mvipAoKtPtBzBZDWjud2tjTwc1ZU1Pc0E6s2M7gZmCcsR/Q+51/r4yoH9VG2nyfu2e+23CQHOf+BcomfVdtGe6nBhAp9KlrYgEO3k886BnAOofBpA/OEJogsh6ZxbRI3rZ30bLL1aW3sOxwOsbq6iuXl5YKgpwK9J7rZ8eU43FQhT1ctmhZvLoyAMAk201mW2dSLyef2Atosp+0XswMtcDThTKPRGFvLmgOvVhxYQYHnrTdslh1N3uZNLKNVCJ6CFAicBuwAWRageOKB5Z7d13tfMRodzkViHSGWe7GVyQtkKCJYQcHLjGjWRYUDb189tyjFDCwyrIDgOUJlpdJl1Q0EyzUt71i5Z+cO0qBG7anNsijn8jxP/FdHihOiTqsyCF4GFhHWZ+U2KyTo/mUZfg+eMK4+rX4/OaS+LL/TVv0Qemw7F8Ik39pWCAUCiwhrMydx03LR+rQWXkJsMBgkbvIYnvCuXH0R3LSYhZdnQkAAyidJtEFKWSaU0PkSCPvP8wZbOkJ6g9jgRJef4jbvYgLlQUpZe4S9cQKB04Cn1k4SD3hve8ufTnOEysq/LC+UmzbLaccAfV4WUDDbqfsoByfxL4KUwKJC7306NroSkBXzFLZyz3OKlBsUCOgI2TJp/Yy1p3qutJNaYaHCvbY08D3vvHSfQGDR4CW/rH+r++p+XoWCPbbaLgpuuqqY8pCCg11T3ibKAN9XVoHPtkTYKiFmOKP1L7CI8HzTadxU2zmNm15CrFKpFAQEHl9XKgKK7fYvgptl/DsTLQxAccIm3TZJLCgLQvS5bvMEBIVVZzipDPus9bOsMuBgy4uo63OqKKDqj84y7bVD2JKSKMUMnBasCOYNpB7/yDUvq2kV3FmyKToQ6t+lpaWCuKe8UUeI4p6qvvZ32u9WwY+vdbAfDoepBFMzq4HAPMD7vcyuefwsE+N1f6Ao+nllnAp1QBgYZFmGlZWVJCDwPR5LMyhAsUXJE/Gs0EBnzbOH1m5qhUIgMG94Nq3MTyVH1X4q31T0s2XU3vfofU+7VavVsLKyUph4mPtqW5AudTzLqmMqECjP9aE2c1rVUCDwsqAxmm7zxPQyO+pxU/efxk3CBvHr6+uF6iAeWycrVbF+2gT8NlGtVXu2skGFPeWoh4USEAj9p5VlR2xA4gUjNogp61tRlN1QnHCG382BkOKAVYAYSOiArCUkfM8qRgodcFWpDUcoME9wgLTOgg06eH+XBSuEt78VGzx4g2KWZanHWgdIclP5R14StqrHGyf4We/7eYxZBtpA4GXB2sey98i1adV6WZahVqu5AUwZP/W+Jy+r1WqaRJGZFq0eUBsKFDMdGvBo5QEdn0njhNpMBioxd1BgkeD5qcpHck9LoO171t5OE975nOLc8vIyarVaEgptoE+bCIwnEbQiiOD+ZeMDP2eDk/BpA6cFigiKWRLW1ledlZueyK/+JScPXllZSdy0Pqpyhr+BUG7q5/S1+sP8jNpmFRbOnIBg/8G8WHzPy54AKAzA9gbQ9zSr4g26drDlZ5aWllK5FwdbLQ3zsjRaXaABhz1/q1TZ89FsJwfeQOA04HHHDqqAz1XLEaq1dvC1xyY0qOCjVquNVQfpIKkinJ4rUJxcSieDnKQU67nw4S0vGQicNsocHvvaC1K8LChQvlqDrQKg3eQSqxTa+ej3+4VMCICCuKe8tE6QN5YoNFDRss8IUgKLgEnBiOcTlvm0Hocn+ZCEx00NTJQvDLCsXwsctTp451mWDLAivLZLBAKnAY05y3xbK/Z5CelZuOkJCNafrVaraDQaiZvAUbKLAb3azTJu0l6y+k9Fg7JxQicF1yR4GRZOQAB8laYsGAEwdkG9gEUVXe9YhP1nVatV1Ov1lOXUC8WqA56fzXBocKF9J2UGxELFA6/MJBCYJ8qU1DJBzHvP4ycfFPe8rAe/02YpG41Gqg7SfayAwABGP6sZFHK1TFi0UMVWPx/tRYFFwTRHyGZKgGImRe2qFd6tvfImK6YjxFJMW3lngxTCZjg1s2mFA4+n2r5khYRAYBEwCzeVk1Z4V1/W82kVXmWrcpOfVZ55AgKPZcU9+1vK7Dc/b/3ZqEAILBI8G+P5qx7vpnFzmqgGIIl72sKgiWqtsJ3GTZ6DJq61lV6hyTYVESa15S6kgABgbECy6qYqO54aVCYclClHfNjgfDQapclm1BHiBWGgohcaQEH5scvX2L5N6+TYZTR482j/WAy2gXlB71UbKJRlHcoG3UkqblkVkVVNtZqHWRTLTaumAigIgES/30/HVJ5xkNVAxJZf9vt99Hq9wlJUwc3APKECFqEc88Q7r7rAExWsgGCPobC8snaTzg75pOXL+t26dCO5pOekrUaEnetA2xZ0LAjhPXBasIKA5aad18Bu9wKXsrkQ7HdZUZvcZGuR+qk8js7lBZSLATYBpvspL9V+6nb1awOB04An1pXFimUtCnY/Cu5qNz3xgLxRjpKbtJvKD3JT/WLON6THJjeteABgrCWefrL6s71eL/G11+udPQEBmG3JxmnigXWEPGHBBio2G9JoNFCv11MAogpQv98vfNa2LHCbPTfeXLo/AxBeQLvGvGZwAoF5gfeyHfwsPz0cdyC2bQ1WQLCDJAday00OoNruY5VeFQbKxhceTwdcKyKo4BeTKAYWAWXZE49Tni1VHtrn/Ot9H5HnOZaXl5PdpCMzrWVBBXZPjNTzZCuEznXQ7/cL2U3NbIbdDJwWLD+8+9pLfHniwTSf1toxa4/yPE8TDzebzUKQoRUFNqlmhXUvKOJnaA/pz/LhlUdHe1HgNOFxU7crlwB/vj1P2FO+qm+rsEJ8nudJQOAEp14Frf2McpTctJUGGqNaXio3VfA7ky0Mx4GXYZkkMNjB1+u7VlQqlUImBSj2WANHJZMcOLkP//llx9eSEb1omjXRwdaunx0ILDI8gcET+CwX9TVQXLZKj12pVFCv1wuzvHM/8jDLjiZOLBPyPG4q3yw3LU9te1EgsIgoc3js60qlkjKTZXZT+UYu2+9qtVqFCU7L5iNhkOKJBzoekF9a/dPr9cYcHlvJB/gzVQcCi4oycQHAmI3UrOc0n5bblpaWEjdpL1XcU2GA3NKWhUk+M1AU58tme9fVkMJuBs4CyvxHcrNarU61m8oZT4hfXl5Gq9UqTG6qIp9+t7Yr2PfLYIU75anazVkS1mdeQACOAgsvW2mDETvIWtWWnyVqtVohywkcTUbBfzw/qxNX6CBZFqTw83q+1qmyZdhArDUfOF1MGpy8fcsyoHZQ9bKc3iDN4zLIaTQaid8U92yWU0ufbe+m93vU6bG/g8dTbnqVR4HAosDaRX0+i9CudpPcs3bSvqbwbmd553PdfzgcTq08AIqiO4CxYEnFCGZB1UkKBBYdXiLM82encbUs0K9Wq4UWBgoI5B5wZP9qtdpEblpokssTQGxQElW1gbOGSZVxHhcnCQjea8abOvmhtV+avFbfdlJSrIyb/Jy1m7MkqxdOQNB+DevYAONzItiB0mZQtOTLlmR6ZWL2n8oMJ0u9OAgyMwlgTElVNchCb7RarVbombbKkl5I7b+OwTYwL3gDiPJDJ2Dz+jq1fKuMm3bgtW0MOjeCDoxafcAWBi3h4rlaHmr2w4NXDWFVXW2V4GuWUQcC84JnOzx7aR0Lb5lGVvR4XOR2DVo8EVDPYWlpKTlEFPU0GCGf9FzLMikUBnk8rdxTccG2FtnXgcC8oNwEUGonvWDfPqe/aO1mWaWQtZ96HvV6PVXUktfkCv1bfrf6m2WBPr+DvFROqnDA79B5g/QRCJwWlJtl/l9ZUot204s3ywQEtcP6mhP206+lT6tCOM/X2jNd3lhFAX6P9WM1sU57qi2A5Ooku7kwAsIklcMGADo4edvsBS8LUDwRgcfgdt4YvBFsEMHPeK0KnrDhKbi2/LmsXDrKpAOLBOUCecDten97wY3Npswi7lnuUDhQoUI5rA6RFRQs5/W15yTZuRPsw1YsBAKnAU+0ttutndL3Pftp+ek5WJpJsSKhOkmEVgzxe72sSJnNJKxo72VQrPMVCJwWrJ3kX+v42/f5WeWecsxutxzV71G7yX2B4tKpfO3ZXk/w8AS/ST6tlkvHvEGBRYAXvymsjeLD8s8m0DSJZivmrJioQoQKCMBRlR5wxC/Pbnr81PNXeLHlceYmWQgBQZXNMgdoVnj/TJs5KXOEVKlVx0gHauBoGZw8P1xpQWevteBxuY/2mdkLY3vGbNASFQiBRYYnlHn72P3KuGlnsPUEBDvYDofDVHZJbqqAoOdBLtZqtbGBEyiWV3rPtcQrApTAWYY6QpPEgzJuqkig+zJQIdTG2rmE7LlwkmF1soBxXtr5SNSu2rmDAoFFxCQnHziqWigT3flXs40auNgsp4oIVkCYVHGggRBbHNRv9eylZz95/FjCMXCW4YlqZTZT7WZZBQJ5yb/AUYU7k2LA5Mpg5Sf/erBinj63YkIZFkJAULyIgcRmIieJCPYCW1XJ7kfVBxifzEZLPWyQxCClrBxEgxJ7ETnA2omhAoFFQ5l6y21lAt+06gQv42HLxLhdl4JjwGJ5552D9oCWiQW2H81mVgKBswDNYBA2iPHEBI+XXmbFinu2ekczKV6QYoVDioF6DPuYlEUJbgYWGV7GUN+zdrOsQs/jqq0esCXWzHLq/vraO09P2AfGK4JshZ7H2eBm4CxjEjfLRD++Z31b2wbB4xPKTW+cYBxq/WlgXHRQ/tm40hP/PCyEgGD/QVb5KBtY7TG8/jCrvtqgo6wX1BuQVQTwspqVSiWpRoQ3F8JoNCrMIK3VBezX7HQ6Y2txsj/leas0AoHjgDykgKZ9yiqmqSNC9RPwKxPsa0/UK6tA4HHJXSq2wFHZpWY3GSixF5vnRC7rAEuuadkzeze73S46nQ46nU56n/MekKuRSQnMCzb4Vi4q/+z75C7vVY+Tlqvcz9pPK8prwN9oNNJs0uQa+6Np93h87qPCnAoa2qOpwYjax06ng3a7nfaxa1rzfxYIzAMqmilPrd8IjAvcVpyzyS4r8qnvy8oCmxnlQzOctJsqvOs8PrSb/B1q4/k+z592UUUD2s1+v492u13wccnZmDcoMG9obOkJ2OSsxqO6jft5Pq3lpgrqGpN6YkOz2UzzIPB7VDi3gj/jTT1HHlfn6Ot2u6mtj3aUMSjtJH1abiNfJ8Xe4yPZgsAqJbPuS3iZFT6flHWxJSnewx6r7H3vfLxMiVVjbTkJB+JwfgKLAJtN1G3Pg2nc0WDGCoOzVDzocSy0yqesJ4wDrOVltBUFFgUvykZM4qLHI49jkzg3bX9uowPnlUUDxQogy0nlZtjOwLwxSw8xUC40WO6U+bGTOGdFBM/Htce0+3rf5yXFbNZSf5NyM+Y+CJw2ZuGmzbx7IvQ0blqUxZsUC6fZQ4+bs/xW5aFnM73HLNxcWAHhtOANorYUpGz/aRd0UsllmXigjlAgsGjwxISXhTKHaBo3+Xwa7G9RjtpBWIOT4GbgZx3WETrO/rPYTf7VcUaXaFW7aQWEQOBnGZ4vOykImfa+oiwhZu2lXRGFGc8QEAI/yygT88rwIrmpLfH0Y4/LzYUUELxs3rSKBLutLLCZFuiUqbq6ze4/a3AyqfpARQQvy2lV3UDgNODxTO9r3WeWzMusAsS0bMikbMysg7PHTW73lFsNUoKTgdPGi7oHjyMGlgkBk+ynl30pOw+b2bQ9mWVZFM10ht0MLAIm+aHH8Wnt5yftB8xuO+22STbTVhh4/LTCngYtfJT99kDgZUNbiY4TI3o46edn4VuZ3SzbT89hEje9yr3jcnMh5kBQeP98/cfY/rE8P+wL4T+FPS2aGcyyrPAP8YIe7sfjaa+L7s8+cMAPOKyDwxJM7fviheIxdF1c7b/u9/vodrvodrtjM2XGoBuYN+gAeJwBkOYT4Db2dyk3rXOh3PSgIoD3Ho/lDa6Wpx5UeVXu8T2qsarMas91t9sdq1IIbgZOA2V91rRndrUgWylgnQuuKz3pfubxrH0sy5TovCTTyki1V5P80x5OzkfCffge5ypRbvL7AoHTgNo/3vce/3TFLt63XL6Nz5VzVmQj1zXosPZa9+ex1IZabk56be0mz5Hb2Xutj263W5gzyPPFA4GXCbWPlpvkQFkyqcxuetwEiu3r6iPr9+hcXIRyd5aqPv09ysEyburcXfQPjsvNhaxAKMMszrkXyE96eEsmlh1Xjz9LVoPCgao6nvJTpgJFD2fgpwHquCvvJolvZQN4GWbdT/e32ZBpFUBeeXSsihJYFDzvfTiJi/Z9+9ryruw4Xh+pdx7WFnotRJaPXsVe2M3AImAWrsz6eQ3mlU8nvd+Pw82y+X8mZTOtzYw5gwKnjVkrbPi8jBOeD+sJ5N4xjlO5PguvvWq8Sdz0eHlcbp4pAWFWeMqs/hOtqnKSIGWWoJ6qjnVwJvVrMtsZk0AFftowLQA5qbinx5+1QkeDFBUCysqgLX/VcQKeP3gLBE4b0xygslJIj2vePnqMSaDdtPy0D2snPVsbvAwsAo7jN5Z9fpLA/jyCmfJ6Gl+YFJvEyzI/1tra4GbgrMOrPp0mvM8Kz+ZO27/MDpbNQ2IrhY7LzYUUEKZlIMsEAO8iWoen7PhljpH9nHdBy87RCzysEmQH2bLqgxAQAouESfy0+5XtXxaUzMr3smNP2kdLubxgQ8u5yjIp5KwNUIKjgXlD72u+tn/L+OkJdpOCfu/h2UpPgFCnxJ6LZ19ZYmkznMpB6xhpm1G0+QVOE2X2y7NJk44xSSiYxMlZgplpfrZ3PspBazO9hJmXHPMSA8HVwLwwyc+0f6fZTX3t2cQybk6KS8vOoayaQe23TTzPwk1t01W7OQs3F2IOBHWAtBcFOPqn6eyx7K0GjmaYHY0Oe1cGgwHq9Xrhn8rjViqVsX5rXTojz4/WpdY+lizL0Ov10pq5XlChwYTtAWN/pl5k9nDqOpy8kN1uF+12G51OZ2J/eCAwTygn2ZPJPi3ykTzk+xo0lA1E5JztA2M/qB6fx9a16TXw8dRWO6CWqa78jLc+LrdzThIOtrqOsP7eQOBlQ+83cojb1KaRr7Yvut/vFxySarU6Zm+8CYSV9/wccGS7lZuDwdEqCJ5wrkKA2j5yT+0mH7SpmkUZDAbodDpot9vo9/vpf+Ct8x0IzAO0d8PhsNDDbO2E8on3LXlI/th5RLzX6gOT89Zmj0ajtD/5z3OkHdQg30t4Kff0fZ2zS/nLNeU5ZwltellAFAi8bCj/bMxJaPwHFOcS0vcV2hph400ei1ysVquo1WopplWbZSvl1Xe1Pi1tH+f90XkPlJvq1+qcQfpZnu+souJCCAjPA++HcpD0lFrdZidX1AvIAEgvOm8cr8+kLEtpB2F1nLxyEi+LEgNsYJFhMyTKnUn7MjDQidVUROB7/ByAMaECAPr9fmG7bTMgR8k1Cgc6LnhZTBUOvJJqfl9wM3AWoBwFUOCpvkc+2gkPlZvepKYqINC2qt20WZBJmRCtArLc1P1U5KNjFHwMnDXQnlkuehO6KRfpm3IbcCg6ULCwgn6lUkGtVisEH/zMpNY95VqZsDDJr+Xr4GZg0aD3pLV/lnue8OVxUxNiGmd6k5qqEE8+MmGd5+Pz6NnkmHKuzKe1+9mk9Um5eeYFBAAFx8cbfIGjGeKt46MZVFt5oDNJc1C22RANUDjQ6oXxAhjtPfEyKcx0hkobWHSQZ1pBpIOlt69XZaRiwWAwSE6OqrOaRaGDxEwqM6zq9JCrnrNjM592oPWcH+XtrAptILAosAGJ2kzPYVJRT0UBAAWHQ+2lCggAEoeVm9aRsRkSLXG279lMigoHPGbwMXDWYH1Wtat82Gpbra7VLKlm+Pme+rPkR7/fd4OUaQKC+r4q5PF9rUCwnA1uBhYBXgWCTU7Z6lkV3j0+Wm7ytfrDap80KaZiPX1arSgqq6pVfqkgr7GotZ3Wp30ebi6MgKDVA0BxScUytYef0wtul3LT8i46MwodXO1nqNbqhVcBwas8sMqOHWi9LKctAaPwYG80+zwQmAeUk/rXBs9asaN81tfKV4LinpZ7DQaDggOlVUG6FJX9nFVqrWpr1VqPx8pFL9vJ/W2gxd8XCMwLet/ZJdyUn56oZ22mDUx0m5ehsKXI3F9trNpc8kr55gnrttLHqzbQz9i2IuW1rT4MBOYBDTiUF16iCyiWUduWPls5y+MTXjWQCgbAUTVfpVJBvV4fC2Y8bk4KUryqIBUYtNrPctP+nhDhA/OEx00+B4qJLt6vBH1ZFQiUu7yPNQbVe1tbmbi/JqppR5WbZQKC5Z7Gm14VrY0/yU2tXCiLs8uwEAKCXlDgqLQSQPqH6PwH05bfUPWV8xbwMywNUcdCxQOtVMiyDLVaDcPhMPVds0/UXihP7VEHSNeNZ4WBdYbYi6Jrc+oFjME2MG9wsASKmY4yccuWcnE7uQMczfpMbqoAoIMqoVzkwExHiMdhJkWzl5Zftrea3LQ91V62U9ec1/+LdYYiUAnMC8wcEhp4AEic0Mo75aJdyor3NHszeV/ra1b/1Ov1QpDDXk5+F52SRqNRcMS88kryS3mnIh57M2kj1WHqdrs4ODhI3AZQEB+s2BfcDMwLate8ClcNVNRP5T3Lkmad18BWFWgVnw2MlIv8TJZlaDabiZu22seKA5y/gIGGBiQqDnS73eTfchv5Sm7yO1S8V24GAvOCxpvAeMyp8/iwwlV90mq1mnxBHk8rY+0cRJar5KRW96lwUK/XU6ypdtMKCOScFfrUX7VzH5CvnJeE3+lV1E/j5kIICMB4SQlwlFXhc5shKYM6Repg5XmeSqN1m1YtqMNlJ6ZR4YGDIEsuvdJn72HbHDgQ80bgPqHQBhYFtprA9kgDR5xVsUEFBIU3YSLBAVirDbQEWtVaOiAUErTvmuKe8q2sR7Msk6KOklV4A4FFgGY8VDi3bUUKG3x4tkVtos2IEOr4WDtKG9ZoNApzLWi1XdnDindaFq181OBEA6xA4LRhk2LqS9oKPO++5fsMIqzQpzbUK4tWu6k81eMwMOK5avVdmT9rW26Vj/qwAUrwMrAosNy0fuykKnjlrsdNwvJV/3rxJfenkKh2U4P6Sdy0/LR8pKhAu6mioFd9MAsWRkCwmXYvO1Lm+GiJtO6vJSD6WvunraOkFQgAUlmXBimaQSkrKSl7qDqrF/bg4KAwE+ZxS0kCgZeFMm7pIMxtKvh5pZWEbQuyg6x+nny0jhB5r0qwCgjH5aYKCl52VMswA4FFgPLFCn3kIzMj1hHSz9vjaaWAPb4VKtRukqusoqvX62g0GmPHtD2Z057bB50gKyCErQwsCvQ+ZEUBOaliON8vu29VkLN+shXp1Q6XPWjH6vU66vV64VgqIFghjwGHDVisiEBu7u/vF9r+JlUOBwLzxKTKWd3miYAKy00V3GlvNSFuuWlFPn5OJ1G0SbEybnpigl0VxVa6azWubWOYBQshINgLBRRVGg1K7EDJh50Iw3uPg606MtqTokEKQWeH5V46kSKDFBUGbKmIbWkYDAaFi2fLTbTcxRMRokQ6ME8ob4BiDxd5oqqt3r9aFsb7V2eDtt/D7QxOtBwsy7LCd/O7yE0Nmjig6wRrs2Q7tQRTeUm+apbTOnxWQAkE5gHNlpCn2p6gQpvaWeUneQmMz1Gi97XaUe87bFa13++j1WqlbZpNsWXQdu6gaY6Q8lWFvUmCe9jNwDxh7zfNVtpMp0KDGFuNy6BC2wHVrtI+8ZiWlzxWt9tFs9lMpdT62TK/leKCV4Vge6y1JUl9ghD5AosAazc1GT2pek/tqJ2AWDmoYqEKAWzD1e/S79B4k22C2sIwiZvWbrLFj7EleclkNavnvZjS+rZlWAgBASi2MOjFYeCgAQJwdOF1bVuurQkUe85UXOj1eqn0RCdJJKwAwUFzfX29cLOpI8SLpOKBZjDV+dF9+ZxrV9vspg64fO2JLYHAy4S933Qg1JlnyQkNWqwgYLOhdmJErTaw3NQgBziaoG1lZQVAcUkcVibYCoJJ5dG2Uojc1DIvwqvAIEJECMwDFMmAo4BE7Z86JxpYkG9qX1XAq1arhbmCNFtKfjcajcJ9bu95cmhtba3glPF4tInq3HiiHvezZdL6WdtLfdJyzEDgRcI64ZyPQG2eFZ29/YCiT6yrEqmox2DFzhOmYwBwZDc3NjYKx7B2k37pJNFAeWmFPYoH5OOkOQ+Co4F5Qltt1W5wrgOtdldhQKuG1OYypuT8QJqgtv7vJG5SQFhbWyucLzk0Cze9dj/1abUqaFIsOYv9XAgBwWY5uQ3A2D9by5ptlkRVTp10UbOe9kawF1SDEOCoT+zg4GCsmoEPr8RSBQPtP2GLgq080AAlnJ7AosDeiwwm6OAAxX5pAIUB2D7sMoyWi1b0U9h16+kI7e/vu99ZVg2kHJ0UoOjg61UGBQKLgrJ2Iv0LFOct8IIH5Sc5xgkSLTcnCWX9/uEScZ1OpyA0UiQvqyrQMmg7N5C2+9GB8vo3A4HTRplPy0CD/FGRT4V0DTzULjIo4QSLup++rygTEA4ODrC0tDRWoesJAyrYaWWe5SfnPbCriQU3A4sCTf6Qb7NyU4V2a3PtJIsed+2YYLnJKoNOp5Petz7tSbmp1bSzVOzNgqkCQpZlvwXgLwG4l+f5O8+2bQH45wBuAfgAwK/mef44O/Qo/gmAvwjgAMBfz/P8v85yImVKiAoGFAd0NnYrCNiLZpUlb18L/afyhjo4OEhZUXWEtEzaC1j0oqn6o4OtVh9EmVdgVsyLm7wP9X7kgDhpsOV+KuZZEY689B462SmAghIMHC31eHBwUJjtnecwrY+6TDywg7IKCMHLwCyYNze95xroe04PgMJqC7Q9thTTCvLkftl5AEcCQrfbLWRfVEDwKoGs4G45rAICxXhbIh0ITMK8uKkcsYkw8lKFcrWbloesFNKSZhXl1I56K5XZJFuWZdjf3x+bG0WFdztfl4p7yk9PQLBtRcHNwCyYp93Utj9iGje911qFoEltraa1FXz2XJSb1Wo1CQjWPh+Hm2Xxpp177Hm4OUsFwrcA/P8B/I5s+00A38nz/B9nWfabz17/BoC/AOCNZ49fAPBPn/2dCu1D8cpKNEjhAFjWe6nlm5pVUQeI73srOuhNwgGaQQqDGm7XC+f1XKtDpPtyAii7bKM6WV4GN4KXgOBbmAM37QCjoh2hnPV4qcci/7SUkwOw5a/CmzBK+QYUZ5j3lNqy3motu/TainSpG/5VjobAEDD4Fl4yN1khAIwvG6WBhIrvyi3NYuo9yxYl236k4h2Po+eiIGd2dnYKlYPMsNhSy1mqg+gEUTywYruK/l7FUAQwgWf4Fubs03rBhFYBcR9rNyn80Vf1Ko3U7gIYa/2zCQAeZ39/H81mc2x5ZbWFXrBiq2s5r9fBwQH29/cL83lppS5fKy/thOGBn3l8C3P0aW2iy7Yw6F+NP2lbtZoWKNpfFc71O8oq3vk9vV4Pe3t7hfiU5+tV7Fk+6jZyc39/P3FTVxMjDwGMJbFn4eZUASHP8z/IsuyW2fwrAP7cs+e/DeDf4fCC/gqA38kPv+0/Zlm2mWXZlTzP78zwPYXB0faH6UXl+9yugQZVJVWXdBD2sqOTQEfo4OAAy8vLhYGfvZw6eYzOf1A2qWK73cbBwUFhxQUrHkwSEGKwDQDz46bei7z3n31/IUDRbXag1Pc4cFPcs5ULWmY9qUwaQKGyR/dXcc/rE7M9YzrJjCq1CiseWI5GgBIgTstueu0/ajs1m0m+qIjuOVXWFusxJ50XhffV1dX0GdpTr+pnkpigYrs3aeI0e6mOUuBnG/PkpvZa63YV8yxX1R5qgEK+Usy2FQpalWvPw0LtHj9vuenNeeC1+JWtiGIflos2gAkE5unTetx8dg4FPim/7Ap+ylXgKAinX2vtpjcJOT/POLXX62F/fx9LS0uFWFYrEDxeWvFAq/a81Yo8XlqBbxo/TzoHwiW5SHcBXHr2/BqAj2W/T55tm3pBFVax4UBsy0NUwVVnRx8cIG0JyawBCv/J+/v7WFtbS+ousz8anNiB1zpJOtBycrZpIkEIBoFj4qVy0woJlk+6n6euEtpeVMbfWTAcDvH06VOsrKyMlXh6bUWThD3NcOrMtuHkBF4QXig3rXinLQrkT1kmxTuGlxm17+vnpoHBCNsYvCDFC0x0NRS+1gyKzYxElUHgBeCl2k3gSFDwMpxAsXpOuaf2U7OgeizgKBCyLQye7RoMBqmSR9sY1G9lJYGuMOatJ7+3t4e9vT2Xm2E3Ay8Ac+OmFeSA4qpGZVy0E56Sm5aLdn4Svqd2S7nJeFMT1p5oYP1Y+rLWbvK7PMH9JHjuSRTzPM+zLDv2t2dZ9g0A3wAwNuOkzVTaIEWVI72ott3BDsiewDCtAoE3FS+onqNdZ96rPLADMi+mbVvwVJ8YiAPPgxfNTU8IUCdGgxYOiNqfOYmXz8NNBiQ6M7yulUtuWr5ajrK3WrkZ2cvAy8CL4Obq6mrKWjw7ZiHYp920AYvdn5kV6zzZbOg0PprfV6gCqtVqabvNYmqmhFxV54iBilbteTZStwUCJ8WL4qYFbWWZzQSKk6rZoEX5p3MeECrSqY22lXQ8l729PayurqLZbKbv8UR3G5yowKdJMY+bgcCLxDy4+Wz/MXGuTEDQyb31syroE1ZQUF+Y+45Go+SH8phqTyeJCDaBfXBwUGo3vXjzuDipgPAZS0WyLLsC4N6z7Z8CeEX2u/5s2xjyPP8mgG8CwMWLF3OgmEHRkhCFN/DqYOqpR968CYS3trz9vtFohJ2dHVy5ciWVSjOTwpYEHWTtxIraH8Y1OFU84Pfai2jLTCK7EpgBL5Sbly5dyoGjQdHep57AR9gyLisSeFUIdnAtQ54fzZr75MkT3Lp1q+AoUbHlAEtOalZUubm3tzcm7tneTW2JKhtsw2kKTMAL5eb29nZO+wccliWrw0H+8L5lNkMDGP7V2ds9Uc8TECZlOfmd9+/fx+bmZoE7VsDj69FoVJg3iBmU3d1d7O3tJbFBOUk7bJdxBMZtqmZ7AwGDl8ZNzW6SB9bvpMAGjPPPllvr3EGezbRBivUbeS63b9/GpUuX0Ov10nsU2L2qPa2wpWig3ORn+TutDeW5WFF+lmqmwM80Xqrd1EQUgILNsxUC6rvyGFawV5HezkdiJ1FUe63fc//+fWxvbydbbf1ZbZ1npazazb29Pezu7uLp06dj8x7Yv7alga91DpcynFRA+DcA/hqAf/zs77+W7b+eZdnv4nAyi518hn4UoHwVBrvdZkAZhNhB18u6eAOuDQY8AWEwGGB3dxeVSgX9fr9wQTVjwouk21REsA6Q7QGbFpiE8xOYAS+cm95951Uj2KoBBvkU7zRjQt7y2N58JJar3szv3W4XOzs7AJAmUuR7tjJIqw9suRd5qmVs9rn+7kDgBJgLN4FyO0bYVYmUz17FnuX6rOe1t7eH/FlptArvZZVBfI8l0hTcPbvp9Vdbh2zS/ygQELxQbmpAwtf2Hi2rEqBIoBW4WsqsPdYMMBSW+55vPRqNsLu7m85Tuan8tDxVm6nLkHtVQJaX/L3KxxD1AjPgpXJTt2t1QRk0Ia0+rvq2ZXZzVq4+efIk8cfjJn1Vj5s6j5ddQcyKBXZc8sapSZhlGcd/hsMJLC5kWfYJgH+Iwwv5L7Is+5sAPgTwq892/zYOl9T4EQ6X1fgbU8/Agf5T7Q/xghRbCu2ViXllmZO+l6jVauniABgbbO0ga8UDll7yglIt0os5i9ITCFjMi5vKi2nVMHaSGB2QbVbFqrVeeZfCy3J2u13s7e2h3W6PBRC2rci2F+laucygaCbT+85AYBbMg5ua0fRgeat2z4oEDFoAzGQ3rZNl7TQFi729PQAYq9zzJjKl3dSWBbss3EmcnEBAMS+7OenetPeufa7zINgqPuvfWn+2LMvJ50yEHRwcJD4CR1V7nr3UlkCdA0GzoBqkRNtf4CQ4DW5aP5P8IefsfWwT1MpVHqvMbnoJbHvs0ehwzr1KpZKWc/S4aSv5KLjzwcoDnWvvRXNzllUY/krJW/+Ds28O4NdOciJlWXjrJHnBv15IVW5tO4OWf9nv9b4bQCrBYomztljYTIrNqOgM8Rqg2N9rzyMQmAXz4KbyT3nG9+xAbLmqAsK0wdYGOdMEBG5jyVaj0UjbrWKrfzkQ6/wHdnZaq9gGAsfBvOxmmZDniQte5k+dJM12WLtpHR/72vKES0Tu7+8nMY/wBAQK6+QlHaCDg4Ox6gMvuxkIzIrTsJve+2WvLQ+1ZcHLdFqf2LZH2GPXarXkm9IW0nazjcgLVLRqj3/5/qxZzOBqYBJOg5veMox8brmrvqpWIHj7enZzGjcpDu7t7SUulnHT2ky7ipiuusDjv2ib+dyTKL4I6D/KXgjrLNg2BJvRtEEIoT0rk7KcCv0n7+/v48MPP8T29nbaxp4UHWB5UXXJKRUW6ARpb5gqQ2UlYNPONRB4GbDVBnbw0cEJKK5lbblsy6JVQAD8CoRJLQx8r9Pp4NNPP8XVq1fTNo4pykFy066IYgfbsjkPNEgqK/8KBOYFOkJWnLOVbeSh9lkDGHNsvIBkVrtpBQQeo91uY2dnp8AbrULQ/kyt2GNVkLWV/KzXu1nGxzKRJRB4mdCg39pM3pPkrHLT2txarVawm8pFr9zaZj2t/e50Oim7eefOHayuriaxn73UKhhQZNdJwLUqSLlphT77WnkZAn3gtKA+nfqV2rrK+9IKdopareautKBcVVgftsw2dbtd3LlzJ01wyvPSFiK+5pwkOsceY07loY05PW7q77XjhoeFEBCsI1Sm2OqDjo4t19JSTPt5KjnWQZp2bsBhCebu7i42NzfTYKsKkJ0ISudF0BKvsoF2mnrL3xiDbWDesCKBQgdiYLz82e47qQLBHt8GM3awVW4+ffoUFy9eLAgIHDBtZZBOBlW2ZrWtFPJ+c4gHgdOEtZs2SPG4OelYdHy4vwrz1m56ZZ8KZmU6nQ4ePXqEtbW1wvl4FXt2eVVv4idPaNffEBnPwCIgz/NCUsy23erD+rC6H3BYsWOXkvNEA30+qUya39vr9fDo0aMUpPC77DwIWrWnLQ02KeZx0woG3v8gEJgnyDnAD+A1TuNr5Z1yi9U3XuJM50pQ2Mo97/sHgwF2dnZw7ty5goCgop2tDlJO2njzONzU85zGz4UQEICjuQXoyCg8Zwg4KgexAoJ3UXQAVmdnWlaf39vtdvH06dNkFHjOtq9aVSJmNtUZsgOuXkhbnhkInDY4mAFILUIqZiknrTPkOTJeiTT3tZgW8JDH/X4f+/v7BW6qOls2D4IOth73rBEJBBYJ5KYKcTYw4X5AcZJRAGNBDXnpBSOTAhb9Dp4HHat2u4379++n9iJ+j81wUtjTyYbJTS/DaX2BQGCRoHzyAuVp97C1myoaeJMNK8rWmic4LnQ6HTx+/BhbW1tjdtOuwmC3UYS3cx+EqB5YdKi4B4xzzfp91qf1xEDr89rHpHOxr4fDIdrtNh4/foyVlZX0nhXZLTe9SYmtAP+iubkQAoI6O8D0oF6zIhZe9UHZvoBflqLg54bDIQ4ODgoOm82iWFXIy7Lwt85SdRAInDYYpNhBk/D6q7RPzKKshcG776cFCBzYOWGbV4rmiQeWszq46m8J8SCwyLB2s1arldoQu93yUyuDuN+kisBJ4l6WZalMutvtYnd3dyzQ8OykN1fJrBV7gcAiwQYptnrH2hedFd4T6ybZVRuk6PteAMMJwTmRop6nVxXkBSY20xn+bOCsQIV3TxCY5tMqv7x5vlSEt76tV8FgwTjy6dOnhUn7vWraMm6qXzvJdj4vskUgeJZluwC+f9rn8Zy4AODBHL/vZp7n29N3CwROjp8Cbs6bl0BwMzAHBDdPhOBm4KUjuHkiBDcDLx3BzRPB5eZCVCAA+H6e51877ZN4HmRZ9p/P+m8IBBycaW4GLwM/xQhuBgKLieBmILCYCG6+IEyeQTAQCAQCgUAgEAgEAoFAACEgBAKBQCAQCAQCgUAgEJgBiyIgfPO0T+AF4KfhNwQCFmf9vj7r5x8IlOGs39tn/fwDgTKc9Xv7rJ9/IFCGs35vL8z5L8QkioFAIBAIBAKBQCAQCAQWG4tSgRAIBAKBQCAQCAQCgUBggRECQiAQCAQCgUAgEAgEAoGpOHUBIcuyX86y7PtZlv0oy7LfPO3z8ZBl2W9lWXYvy7L/V7ZtZVn2f2dZ9sNnf889255lWfZ/PPs9f5xl2c+d3pkHAidHcDMQWEwENwOBxURwMxBYPJwFXgJni5svRUCY9UJlWVYF8H8C+AsA3gbwV7Ise/tlnNNz4lsAftls+00A38nz/A0A33n2Gjj8LW88e3wDwD+d0zkGAlMR3AxuBhYTwc3gZmAxEdwMbgYWE7Nw8wzxEjhD3HzhAsIxL9TXAfwoz/Mf53neA/C7AH7lRZ/T8yLP8z8A8Mhs/hUAv/3s+W8D+J9k++/kh/iPADazLLsylxMNBCYguBncDCwmgpvBzcBiIrgZ3AwsJo7BzTPBS+BscfNlVCAc50JdA/CxvP7k2bazgEt5nt959vwugEvPnp/l3xT46UZw8+z+psBPN4KbZ/c3BX66Edw8u78p8NONWbl51u/hheTmC1/GMcuy/wXAL+d5/r89e/2/AviFPM9/3ez3DQC/AWC90WhcuHjxIvI8h54Pn086xzzPkWVZ4bW3v92mx/a+09u3Uqmg0WgUvm/a99j3Jp3HpPPX90ajEQ4ODtDv98tPJBAwOCk3t7e3AUy+f8swK7e8bS+am7N836TznuX94GbgJHheuwkAo9GocMxptmiWfWexV2X7H5ebZecx7bsmnZP+b0ajEdrtdnAzcCyclJuXLl1KNmySHZvFhs7C5Vm/Q59nWYZmsznx+1/E907isNrNXq8X3AzMjGNw8/8C8D8D+LDRaHz1eeLNSa+97cfxJXWbcpO28zjx+rR4U5/bGFr3meTT1mY+mxeMPM+/mWXZnwD437e3t//8r/3aryHPcwyHQwyHw8LAOxgM+BlkWYZKpZKcJfvj+/1+2l8xGo3G/mmj0Qj9fh/D4bCwTb+brwFgbW0NV69eRaVScZ0h+3ndzt9mjzsajTAcDjEajTAYDNL56P7Es4uI/f19/Kf/9J+e8woEAj4sN//W3/pb6V7tdDrJGX+276TjADga/Cw3lQt6PN2u3BwMBi5HsyxDq9XCrVu3Ctz0AiqOL952noeek3JxMBikz+p+ANDr9dDv93FwcID/8B/+w4n+74HANEziZq/XK/Cj3++nz2VZVrBZ3CfLslJeKCfk+8c4qg9r6+gEfe5znyucg9pVHpc20PzeMV5afg4GgwI3rQM0GAzQ7XbRbrfxh3/4hy/mQgQCBpabv/7rv164r+39q/ajVqvpcQrcpE+onLX76rHIPctH7q9+6MrKCq5fvz7mz6oPS3/b84t1uzcOkJuDwSCdn3K/3++j3++j3W7jD/7gD17OhQkEDsv+X83z/H+8fv16/mu/9mvpXu33+y6PrP8KHHGLnLD2qozf1i5yO8cFzw9eWVnBzZs3k0+rsTBRdt5eLM3z57Zut5vGFR7f+g/dbndivPkyBIRPAbwir68/2+bhj3A4+UPBiedrG4gT3j76D/CC+2q1OiYgZFk29s/T57xR+HdpaQm1Wq1wQT1YcYDQ88qyrOCgcT/emDw3focah0DghDgRNznA8t5TEc9yYJIjAhze3/Z9csxyr9/vJx6MRqOx/fQ7m81mClB4DvV6vfBdo9EItVrNFQuq1Wr6LL+DxxkOh6jVamPiJc9JORz8DJwQJ+ImA2e995SnCisEWFFBn1cqFVSrVVdAUNGbnOj3+4mf5DSPubS0lI5XJu6RizyGJ1DynIfDYTp+nudj3OS5qaPU7XbR6XRKbXYgMAHP7dPawEH5ART5oPvQxvC1+rdqW2nDNAhQLlWr1fQZ/qXwTv4QymPLFx5P7aRu47nwOX1lL4PKAIyP4GbgBJiVm38E4I0sy169du1aErSsbQMwlqD2OODty9f8a4N79RvJG8vRer2ebOnq6iqq1Woh3ixLXKtd1nFG/We1y8PhMPnHuk1/KxN+1lYrXoaAkC4UDi/kXwbwV70d8zwfZFn26wB+jw7QJAHB/vM4MOkP13+4BiTmezEcDgv7qEJrFSLg8KIvLS2hXq+XOkJ6HJ4fB3XeNDYI401RrVYxHA7TQK+Gg04iB1pmmgKBY+LY3Mzz/PeofHqq6qSyZA5e+hpA4k8Zv3UcmFYdBBxyZX19Hc1mc2J1EMcYFTHUCdIgRIMjKzLo+zwms5wUWwKBY+JE3FRHSJ0SdeKJsswlUHT01dm3XFH+aFDiBR3kyrlz51Cr1dL++ll+nr+D36/HUxvNMcCKJDa44jmyMog2NLgZOAFO7NPawFgDboVykz4jUBQRPHFeec8AolarjVUGKNS3XV5eRr1eH+Od7tvv9wt+rHJTz4NQGwogCRS1Wg39fr+Q4WSWM3zawAkxEzeFl//WBtyakLL+qsc5fb/MbhKaXLK2Ks9zN7HNbc1mM9lNz1+mAGfFOpuM5m9lQo6oVCqo1+vp/Ph5TYaxKr6Mmy9cQNALBaAK4LfyPP/uhP2/ff369ef6TnuRy4KIZ99XyJx6SpDNdgJH2UvrCHnBiFV9uF0vpt50VsXS36Xfb6sVAoHj4CTcvHbtmr4+9ndaHqrAV/KdBW6q42LFC/JoMBgkYU/FPT1fPa7NYOp7PCYFPe83WNgsUzhCgePiebl5XHg2k3awTIBTUU9tII+nYp/arXq9PuYIKcjtSQKHtZnWafPOVx1FtceBwHFwGj6thQYr8j2urQMmVxEww8m5Sbykm36v+rGVSiUFLcpNFS15Th7XdVwIbgaeF8fhZp7n3wbw7WvXrj3XjWZjvkl201aX87NedbkV/KxPa7lsfVgvrqVdVnHQVvkR+h0U9FW09/BS5kDghXoZx/Zgy6IBFAIJhWZmdPDVbKYOvHqR1REibJDCC6Vl0l4JqFV8vXO1qpZWacRgGzgJ5slN3t/y3QCKZV4KDSRUGbaDo2Yw+B2VSqUQpFjosekU2eNzP+WdDtJ2wFUVW0WEQOAkmLfdVJ7YzITHTbWblgvkn83gsFSy0Wi4Y4E+t2XX1m5ah0m/W3nnCQfBzcDzYN520/JRt6tPaO0XxW99X3lEO0hhvl6vF0qZre20FYA22OFzy80yrup5hN0MvAjMm5tlryfZTdvy63HSJrBbrVYSEYBxkdATHtROc5sKB/Z8LPQ4OjdfGU5tEkWFF7ArPIGAsKVTXnaiLEtRlvHQgEXPp9lsol6vF3pSPAGBwY8tkbEXT9Uo3nzaWsFj2pKSKMUMzBNl99q0zLzdp6zki7DtAzZbwYetDKjVammwLesX08kQbeWPDsSsPGBANBgM3MG2rDIoejkDZwXWrtqqOMsftUll4p8NWJjlVOHd2k1bdq0ZE1u1x/O0GU87nlinSiePCgROG9Nsp7WbKmhbAUF5oHbPTvjLz/NvpXI0r1dZNY/6ubY33KvWVQGD361JNcIm2MJuBuYJK4AB4/PyTIPawEl+LVC0rTbWVF6p76ktDN55ehUIlmPWpnuVg/Z8PRFhrhUIJ0FZGdO0gZb/kFnLG+1Aar/PzoXAUo5Wq1Xos+Y5WwGBF4n/fJZ88bnNnHCAVTWWWVRu6/V6hZlsY7ANzAvkwEkHWeCoGsgOZp6i6pWH2SCf+zDAbzQaWFtbG+Om8p9lmjrOaNCvK70ARw5WlmWFCeK4jzUGdvKaQGAeUBvEv5MyDATvbQ1IJtlOCuLaUqTQ9h3lbaPRwPLycmEZR8t78liFe533R4MUnrv2e9psDkVAFQ14rEBgHlCOeD7trOK7BiZAce4QFdq87yZX7dxiFOvITU5ADIzbTS/LSTFgMBiMVR3xXHR1M3KwzGaG8B6YJ2hf9PUsfpvyzCaop4kHbEWw32cr32m3m80mlpeX0Wq13DlH+KCtUzGPdtH+ZtpNrZDn/0HnJ7HiwSThfWEEhOPAc248RwjwsywK+8+xJZT1eh15nqPRaKRyL93Hq5pQtZUX2auw0KBsVqMySQ0KBE4b3iBrs5pllUFlWU3LNw1EsixLJdLKTU+c4F8OmnRmVJnV5+qIeSWWNusaqzAEFhWWWxqEW7tZVvFnq+Lse1odxP1oM7l6EeCvwKDcVrHdZkzUiSqzmyoQ2uqlsJ2BRYRXcWCFAw3AgeLSjwpbxuzNh0DfVlsYuL89ln5WhUKbgZ2FY165dnAysOjwbGVZa5GC8aPCiuxWbFS7aeNN7qP2kuI+fduyeHOaSKKctEm2Mpx5AcELTCaVk1iHxMI6G3zUarUUqKhaax0mXkyrtur32hK0WcWD58kCBwLzgMdNL4uijlDZ5zUgsYKdPhqNBprNZoGbdtBTAYEc5blYUc8T9iaVeWmWJ8qkA4sKK+7Znk3LUyusq2Ni+aViHF9rkDKNm8ptOwao/bSZ0DKuaellBCqBRcc0u6ningrrHmwwb4MP/i0LUpQntrJI7bZy1U52PAmeKBE+bWARYefr8mJLrzqI8PxG/rVimm73uOl9xlYMTIs3J8H6wVr1XvbZhRAQjpMZKMuYTJr/QC+il4mxKo0NXPI8T2WYumZuWbmXt83+BmC8R4WDsC4dqb0x+joQmDdmLYkGitwsExIUZZlEbTWyrQzctrS0lCoQ6OB4KmytVkuc8yZd088pl63zxuBIFVodyAOBecAafMWkqjxbaeC1GFnY1iIrvGn7nQrplpv8PivU2SoEdbTs96pN5O/wsprKTeV0IDAP6D0+ycdVIc8mwTy76QUzClsZa8UE4HAJx2azmeb10mSX8sRuVw5aUc+ei7WddhlWL4AKBOYF5YNt+fOqC2yy2os5LRftNstD6zeSC61WqzDnnrVtat/0OzifkPdbbXxqq22tKGE/52EhBASgWJrvqTZlFxE4GoB1sCW8/RW1Wm1MQPAu0urqaupH0QuqzpBX1snz0/PQyW0UvJhaDq2ZzQhSAqeBaQKfvb+tsDeJm/xbluX3xD3LT/ZxaikmP0++VCqVNJeBFe7sZ8hve34qLig3VamNTGdgnpgm6nmc09ecG6SMw2Wfm5SpVJ6yj9MK71521IrkNsPD5+yXtm0ONqOp3IwsZ2Ce0CSU5Yon5FlxgM/p5E+ym7aSyH6f9Wlp22g3bcCh+5JjdhJVYHyFBuWhzcbq+8pPnRw87GZgXlDbw/tS/buyeNMTEWzyTOHNT6Lw5g4aDodYWVnB0tJSss+egKCTiZObjUaj0KJrk938jZVKpSBO2PjS2tIyLIyAMAnTxAMvYPE+611kG0DYygMOcCyRBoo3mg1mODjrgFumQGlZqPf9FvYCBwKnDZu9LOur9hwdYpLAp7ADLXnATIo3WKujAhSrhCwvVRDU7fydZcIfEeJeYFFh+QgciQfksLWlChvE2DYEW/FDbjYajbSE4/PaTf7Vc6Q4aDM7ili9KHCa8GybrQ7iNs18WvHdO54nMFgbxNfqN9Kn9eymTijMZVhZdTAt28rP2ZUY+J0W4c8GFgkMsr3KAs+nLRMZiLI2I0JXH7LVQWz7U+FNBQcVB2w1vBUP1K+1YgW3WWiVROn5T/x1C4Iy5WeWIMWWe5VlQQlWJPDBmWZVQOAxNQsJFDOkNtMJ+OUrHGxVVCgLRFStDQQWAZMGWluGqSVT9hgACllK3U5Y3qiA0Gg0CsdW8U/HDctNfo86MspHO3jz2JafZVVIgcCiwIoHWn0wqVSa+9vXimnctJV7ajd1BZNpdpOBjO6vnPP4Z0XEQGDe8IJty0fPj/UEAstV+35ZMGCrfXTiYXtuGqSofbT2mcek7bZVuRroeLCrpQQCp41JCTHlqWc3rV2c5tMC4yu2VKvVgvDu2WNPQLDnzvdU/NNztvGmJzyq6OBhIQUEW+6lFw3A2Gu90FZAoOOj73kZDu8cNICwS1Hx2Lr8lA7O3jIa9qFZGSscqJPV6/XQ6/XGFKhAYB5Q3llu2oHWc4RsmTRhRT2bgbGwCioHuJWVlZRJUaeG36290spNHVxZxsnztqVsVjTk55nZ1DLM4GbgNGEFPH1Myq5YG+tV9/H49h63jsZgMEClUsHKykoS9/g5XWWBPM2ybIxbZaIjbSNtJs/ZLlen3JyUaQkEXjTUjpS9Z8U8y8Oy6iAveDkON4fDIarVaoGbfJ+BiRUMaDutSM79dTk4oCgkcj8VCWg7o/ogcBrwgnJut0lnGzt6woG3nydAeEkx5Sd90bW1tVT5w/d4LK3YA4qT+XMVBn7Got/vF5Z3JbSS7zitfwslIEwbcIFxx4awAYoGNFbJ1c96JSY66PGzy8vLqNVqhQoFzYDoP9qqwVaV1cDFDsb8q4P9cDhEr9dLAUqotYF5QvlSJiDwdVkmRbMk3kBsB2UPNjgnD5aXl9NgywFWAwx+/2AwGONmv99P58JyMuVmWaWBVjj0+/3CgBsIzBu0nVbwsuJBWeWetYkq/FnuerA8ybIMtVotCe/KTR6zzG5qFZAKCOS0Fd55XEIF/chwBk4LamusTfNsoQ06vMTXNLs5SUAgaAdXVlbSEqu2YkD5Q3FP/WGbYFPBjw/LSRX9ta0oRITAaaAsqC8T3TWmtBV51tdVHgDFliWFtZsUACw3yRGNN3nsshhS7aZW7vE4VnDncclL9WnPVAWCvTAWnuPDC+dlTmwG1JahWNiSyUqlgmaziVarVVB9mOVg0OFNaqEZGTo9VGk1M+rdYDqI6/MYbAOnBU+489RWy03vr3WGbCbGwnOEqtUqWq1WodxL+ehxk1CxgMfXrKY1AgrLzXCGAqcNj39A+bJwVtxTftoWB08cVFhHqFI5nKRJWxgY3GjrnwYaajPJTftauVk2Tqj4F7YzsAiwYoIGFmXc9DhnfVoKdZP4YO95foZ202s50Eohe/6eWGcDpUkBkzc5eHAzsAjwuFZWiWBFQBXp1XYCKNhYhWc32TLPqlrlZr/fT3EpfVpNWmncapPXnm+gUBHB2s0yLKSAMA3eBfbUWhuc2IG3bKDTC8bvY08KoWUktixTHSF7QTX7ojfUNEdIZ3mPwTZwWrADoA1UygZffnZSJoWOkDojikmDLXs5LR+1FNNyhu+Vzb5rf5f9rA6ymvUMBE4DnngH+MKCtYVlLQuTJlpUWG5RQNA+a4p7mqFkZZCWS2vGRVscyrhpYTMpto0hEJg3rIAw6eEFIPo5K+rZfafZTfqzXIHBViAwO6nVBnaeEt1Xz6XMhhIqstsqhEBgETDJp7X3tbWbtvqAcyDo+5NAPjPepN+q/mmZT2uF9zLbyd9lYav21Mc9ExUIDL7Lgg7r1Oi+dtC1wgIvpAYpnnjAwVcHNF0vl46PlnTppE8qIJT9Nu/7dUBV0aDX6yXViSUlMYli4LRgByWibEI2m+VUJ4hctEFKmVrrOSNcL1fVWuWjHWz1GF6pp5aHWW7qwGpLvviaXA0EThOemG4rCjyHxwYi/JxXllmWyQAOxwny0nLTlknzGHYOEeWfnovup2WWfM45g9hapK1Gwc3APFEm5k3Kalq+8jiWo16204oO/KyCdpMVQiqg2/mCyFN7DM2EanWQig70YbXFj/zsdrvJj40Wo8C8ofeatWeWa168WWY31Yf1bK4XcypGo1HyaWu1WoGbtmVez1WXblRuKg9VjFDxjvzs9/vo9/tpf/Vry7AwAoI6DdYxKRtoZ7mY9iJqmTSfK+zgm+c5lpaWCpkUVWFtMK/BhU5WoVkX/U38DB0efWhwoopQDLaBRYAV+exArAOqDpzKRxX07GBr16e2g+9oNMLS0lLKdHKAJM/o/DDzyEyLLY22rUd6DuQ4OcnntuqAvI4WhsCiwLufladldlP3pRPjvafHt5hkN8kVOkHcX20l5yOhM6PfrYEVbaTaTQ1W7JJ0wc3AvGHFg2mPMkHBCu+TBD61kx4/GaCwvUi5Z6t1aIc1E2rnGLK/l2K6CgjKTe3H5ncHAqcFL0PvxZuTBD31W724k3+97yXy/GhOL8tN+rRey4IV8fR32N9CbtqHrT6Ypap2YQSE50HZIAwcOkk2SLEBjM2k6nGBwxUYWq3W2FI1vJB6wWxZtHW27H5euaUti6bTo4NuILAo8EQ/fc8GHcq9skF2GjeBQ961Wq3Uy+lxU5VaTiajvZ7WMBA6eGqZpfJTHzqQBwKLjrJgRoN02k6v1cGrKCK4TbnJYEMdEs1u0vHRyZ54HPJZHSnNklhxXW2mbYcIBBYdkxJmnvDuCfHWblpBodlsJoHPE96tr2rbifS8LMhDWx2kAp4KB5EUC5wl2LYF5afaS9pQG28StG0K9Wnr9XrBNnrtQWXiAb+vTGzQ2NPGobb178y0MJwEdoC1F9S7gJMEBO81+1F0iRpVXvlPrtVqhRkvy1RkO8cCz4MzwnNfFQ4iwxlYRNjB1MIbZMsyn1a55QCq32W5yQClXq8DOJqp3QYn/PysjpA6Pfo7eK7H7RULBBYNXmCiHKWtLKvk82wvwQwKuUkBT4UEy00vs+mJk5ohLTsHK+qF8B44S7AZRH1tAxNPeFdYn9bjprb56ffbClprzy3UJgLjK7p4Qcy0LGcgsEjwhHdywUuGadX7LPGmtjAAKNhEfj8xKd60/CyrtrVihBXqz+QkivzxtgTac2S8gISTw6gTZDMqKiDwYV+zT6xerxcGW+9isDQLgJvx0IlnKDbYmW55M1AJ0rIvtjlEuVdgXsjzw5lfART4YoMOLxhR7uo2y0sV9uzAq9wg/zQzSaVWKxA0wNDnZaXTBL+XbQ5eVlX7x7rd7ljvNVuOAoF5QO81j4MaVHuOjg3AyU1rX63d1IkRyUVrN+kIaQUC7RftIFsMrONiWwP5HY1GI+3X6/XSOesSrRwDVICnHQ0E5gEty6dfyeeeYEdb483RpZzTilrr23J/2skyG80JFL15vXSOErV5/E2aOFP76PniNhlGv7nb7RYq+4KbgXlDk7d6nwLjSTH1Za0dtHbTcpKcnRRv6ndRQGC8SW5qBY/a9Hq9XhD5PDFfRccyfwDAGB+9yiGLhRUQgPHJLSzKVCB+1suqeHMglDlCemNw4LbfqxM6lTllVumx51o2mZvNoui2QGDesIKYDkR2G59773lin201Ihft4KrHZAZFB3Ut86IDp4Ou5aT33A7CtuxyEjcjkxI4TZQ5B/qeOv4WNoNi7ablpr7W76QDpIKEzUzqRE9l9nJaVsXysSyDEiXSgdOCd995tlPvdb5nbaaX2SyrRLABgwoR5CUr96wYwPP2+Mdj28oE+9v092tiTTkblXuBRUCZbbQc9HxaTzybxE21a7SNPL5y0/q7eg5WoNRz8cRD+zuB8fY+a0NniTcXWkA4CdSZsRfTu9CeAmQVIn3YPhQe06s4UJFC+1Q0sLEXzV44dX5s60MgcJZgAwJvoNXBtoybOvhqRYMKCPp95J09F/1u7av2+OWVQ9tJoDR7EwicJXjiuQoFZa2AZcK75wgBKAgIhMdNDVL4l45TmZCnfZtayRBBSuAswwbxnsBXFrho0KJcVeGdibBq9bAfW/9O4iYfWtFnof6qtZk2sxoInDVYsa9M2CvzabWq1qtk0O+g4M4qIE/soD/MeNMT3Qn1ebUVV+3pz6SAMGmwterMpEyKrUDge9p2wKCl7IJ6jhCAsYHUqzLQC2dnxgwEThsnMfpehtHjog68HAC9aiGb5dRMBwdgL6j3vrustYGvyyoOdLANBOYJ27N8UlibqdkR72EzJx43tfWB56qVB9xWltHRDKeOA57gbicgVmcoKoMCZx1WeJ8kInhLllsBQYV3y0dyVCuD7LnYx7Qgpcy3DWEvcBbhVQWU+bQeT21sqtzUxJidg4Q216suomig+7O9z0IFPOu/Wjt6JgQE22dF2KCc+6jzwH3Kspp24NUMiqqw3g3AHhbtP+PcBF45S6PRSOfIjAkvrK6ryX5pnV263++nNaw7nU5aWoP76tq5gcC8oY6Fcs/2ZVmo0zKpwoDf4fV4ThqcKSIAxd42VgZxQOU8CTwnr0Qzz8fXltelbrrd7hg3+VDxIhB42VBbyQBA3/NaA/QBYIxL0x7aLmQDFE8MZJBC0CGpVCqFih3lJs/fjg1qCzUAIS91niAK/eRrzBsUmDfUFilXPbHOg93H8oH7WP56fdqaHFOfVrmpNp085f4WnHOE50L/VZcgV/vZ7XbRbrcLvmyn04l5gwJzh40xvSBcoa9VsFeu2eQXecnjepUJXtKMnGy1WgUxoN/vp88CR5MnKjezLEu2j681trRLkdPH7Xa76PV6hfm81KZOQnkz5Jwxa3+/vu857PrP023edrt/2WBdNtB7ztm07+N5e5lMzaR4jxhkA4uCk96LZfwEimKh5ZL3sIHLtCys/W4bsHh85HtlDtIsS90EAosEe596XJzEP6A4P5G337SgZ9p79nyVj95zOj/e62j7CywaNGE2CV4CzcLjoH1t+ajvlx2j7Hj2d3glz8pZFRP0eXAzsCiYdA+qWO1hEj90n0mx6bRtRFms6fHVq5rl79CWP8tRPmbxaRdGQFgUeIGJVZQUVuWdhLIealsGbZUgqkUx0AZ+lqHO0KQA5STQXjDrCNkyaTvQRlVQ4Cxg1rLEk+C43PQcnkmwthJAYXUVazvDbgYWFd78HS8Tk5Jgk/aflZtWbPfachmQhN0MnDXYeTxeJJRntvJh2v7HjTe9pFiZPzsrNxdWQNALZQfZWS5i2ee93mbFJHXHw3EuZln/tCcisJRaL+6svz0QeFmY5PB4PJ2273EcqGnK6yznPuk9z7GzQQuhA21UBwVOGx6XrN2bxYZaO2mPW5aNKctUetw8rhNUxkuehwYr5CJFhJj7ILAIKPM7p/Fy0v07q09rq2mByXOmHEeQt3bcEw/0ddjNwKJhml9YZnu8fU/qy+p2ux8wzuFJHLVjixdrltlMTaLNIposzBwICu2tHo0OZ1XXHw8UZ6Qs6//UySS8wS3LsjRxmpZ9EPq9ky7WpAvE82BPCXu+VDDg3AfMmvDznU4H+/v7qYfTzpQZCMwTvC+Vb4PBIE324lXoWO7y/lU+kaM6nwmAAk+98izdR3lcpuR6Y4jNWurEazab2el0Cv1j3W439YnZtodAYN5QvliuKscI2k/dXyf5Jfg5nTxYv8vjm3JNZ3YmPBHdinVqH8k5cm04HKa5R2gz+R55qRUIZUJgIPCyoLbK+mzknILvs1qA/CJoH2nr1EfmQ/mp32XnCfP8XX5nWXLLCh1qG5XjWs3X6/XQ7XYLiTBy0+N7IDBPaHyp/AKOOKq+LbdxHxtbqp2097XlnH4v5+si+JzbbUzs2TK1tzqfHu0jxyFu537kMucl6Xa7Y/wvw0JWIHhKzyzZE/tZT23xjv88A9e0c7H9XzpA2/fsRBfzLHMLBE6Kady0gYN1SqwTcdL73XJ/EuwcBlYE8Lip+x2nTywQmAeehzv289MeLxO0m1qBZ7lpJznVv2XcDJ4GziJs4qsswOe+x73Pj+MHq220K5/YfmoGLtZu2t8QCJwmTmLbPH/V+rUvwnYeJ1a1dtOu3GftprbJW5s563kutIBwkoyeF6BMusgvExwwdcZLL3DRfagYqUqkS2wEAmcZk8Q97/lJjj3rZ205ZRk3VUSw28IJCiwCvGz+8xzDe/68xz/OeVghwOOm8pF2kxVBdh6TQOCsYpaA5EXZzGmfz/O81Kf1/F3bV63BDLO4gcBp4nkTtZP81+P6pPa4x4mFtfJnkl+rgrtWvlvhYRYspIBQljnwLoAVDLifd1GtM1Sm3HrqUlnJSBn4GXsh9bttMGIrEaJPLLCI8IKIaYOv5WRZiaQ38NrvnKT+lhkC+xmWcmmQYisPrErL7Rx0Q0AILBIsV4iyoKMsszFLoMLn04KbSd+r52u3z2I3yyZ/Um4GAqeFMlvl8Ybw7JcXmCgnPDvo+bxl+00SEexzm+G0FQhaaVBmR7WtyPueQOA0UMZXfd/+JScm+bLK2VntofVp9Xvt+eq+1qdVMd2r0lN/1os3p/FyIeZA0JMcDoeFdd85T8FoNEpr1tp1dXu9XurDtj9Y+6a1r4x/bc8zcNR3wosOAN1uN30/bwgvg6nBie3F1Iuo68fzoT1iukYu/0feTR0IzBPqlOd5XugZ47rw3Ef7xdjvVa1WMRgMxuYfId81UNE+Mq+Xm9/DPi5yz3vocclNT3nlgMr5SnRw5TwI7XY7zYeg/wsdkwKBeULXbieUD7qGNIAC/7TnU/uvLT9pv/h9PB4DAtrt0WiU1pxXbirPGORrsK92s9PpFOymtvd1Op3Uq8lt+jldWz7sZmARoHahUqlgMBgkDuX50RxbnJfE+qPknfJW91Mes1+b79FO63xgABK3siwrVPrYwIPjiPJM5+uinaS/6/m07XYb7XYbBwcHhTFEqxICgXlBbYGd304D/0qlglqtVpivgJzRz6oNVbtp5zDR4+h3kKO9Xg8ACvarrHpAbaNyT5cZV+GOdlO5ORwO03byWf3raXZzIQQEC70Y/Kfbydj0NeE5DBwUdfIZHWwHg0FyhOzF5ACvwT+/x6qwk3pKNLPplY2oCqQ3SDg8gUWActCC96g6NJarOtGMqq62Qkh5D2DsNYCC08XXWgppsyC2BcGbY0T31cFV+el9NgKTwGlDhTG+Vt4BR5M16f78jPJTnQf7GQ1UlKsqIlJEmMZNFe3Lqn5sMGN5yOecoI2OFNv+gpuB04YGGtPgZR2Vl5rUUpvFSUzVP7WiAQVAFSsoGnCM0GoCDUC0XchO8s3gxnLYclTbcu3vDAROA5MEBG9faxP1vTLbaQU+AIXnwJFgSL4yNqUN5GfKWhOsXVTxT2NOK7ZbnlKwOC4WRkCwCq11grQawHNy7LHsTLYUEWygogoov4uDLdUn4DDLqRUIXumkCgFWCdIsigYqmuFk/6bOUhsInDY4SHqrLFiu6WBrnSDdpoOjXaJGxT0doOn88Fz4Wgc/W75lxQNbrqV/NWOimRZbhdDr9QriwyxKbSDwMmCDFOWjFQsUKg5Yp96bWVqrioAjG61BCvmtIkIZN22FkAoCFAG4n51R2qsMspV+ISAEThvkzCzruyvfymZe9+ym+rMAkiigDwDuSkmaPNOKAxuYWI6VcdcKDZoUC24GFgUqXk0TDzwhzx7LE8XKfFqvjUF9Wp6P5aYVEOiDWrupwp76terP6jbl6kkEvYUQEOwFtQGHlnfpYGmXdVORgYEFL0LZUo18rYOtXVJObwAAhYvjqUCaCfGUIjuw2hJpzdLo+fLmCATmBZsp8PipfLG8VV5rkGGrCiy0rFIFBP0uFfeU/zZI8cQ9dZg8AdA+tDRTSzstN4OjgXnBOiHWFmrlkM1gkseegMdMJlC0m2xL4HYbpGhA02g0CuKeVu1Zcc/aRW8f+75yVksz+dngY+A0ofccOeYFGzaAscK7V41LqH+qsCICcBQIqbCoPqYVBWy5tBUBrHBghT7lpm6zgnsICYHTgN5z1iba6gSvOkg5pyKB8skTJ7SaXo9l401rN61PqwlpW0lQJgB6yW4VBfWc+H+Zxs2FEBCA8QoEoJid1PesiMB/9nA4TEqrDsLcDxhfEofvaRbVm3+hXq+jVquN/aOtMMDeTL1o2lPNi8ueFS0tOTg4QLvdRr/fT/8THWwj0xk4DVi+aakVgMKcJVrazP0BpKDEZlrs3AcKBkYcjNmLxs/U63UMBgPUarV0fM2Y2hYEcpCvtbxL1Vnup31lnU4HBwcHYwKCnmuUZAbmjTIbpttsyaSK6pVKJdkb4EhMVxs3HA5Rr9ddMU9FB+Wm2kwNYviwZZTtdrsQeChndR159mqq06QCgpZ+6m/iWBIIzAv2PlQRQduBVAy3n/VsjO3L1ve88UBbdznvAJNr/F76tbbVT31XG4TQ1/XmLeFndd4DPUcrvIdPG5gXVJhT8ZvvqSCvyS1t3+M+bEEYDocFPumxbGWRcpL2Ubk5Go0SvwEU/E0ruLfb7YLvamNRr9qA2/b39wvxporvs1bWLoSAYJ1vDT687KftsdYMiQYqwNFEMuo82My+dXz05uE+NkApU4EmlXB5F5GDrzpQWuYSA2zgNGEzKZrJLMt4qhJrSyat46Oig+WolmN73OTYoJynQkvl1suiTHvo/tY5Cm4GFgXWbtoqA20zUJvH93kvV6vVVMWj7QcKG6xwmwrtylVykSICMN5n7fHSOjs2iFGRnhOalgkHgcBpwdoFm+W0+1rBwNpIhQYy9n21u5ab3E4eNhqNgp/MY5Zx01baasWeVhpQ9LOiYPAzsIiwgT6hbbI2iUZbqdv5nq3ms3xXbqpYofs3Go1kizWwP44fa2NOtZ8UDmxV0HF92oUQEIBx0UDVHysYEFZgAI5EBNu6wAwJHSp+p72AqgZlWZaChmazOabOWLVWL5JWIdjARBVdXsz9/X23PFofgcBpQAN367R4Yp9t/dF7l8G+Vix4JWAqUHBfllDz0e/3U6az2WwCOJpwBsBYltP2gnntCspNOkK2RNoanOBmYBGg96VnG63grtAZ0W3WxeOmtZv2QV40m81C1pXH8YR0ctJrB7SZUK0K0hmkA4FFgdoFFfQsB7WMmQJ72b2sx/S4qVlOW4HEbeQ5Z3znOVif1gs+1DaqzVTbqeIe/WDlfiCwKFBe8t7U6iCKBNYmEhpL8ngq7ulxVdi34p7GnFmWodc7WllQuWPn2CtLVJf5thT2tFL+eeLNhRMQmDlU9UezjXZyKJtx4UW3x9QZaPXCaKmIV7ZCpVaDFODoRlFnRlVa2xNmnSC9wKre2jIS78KGoBCYJ+wgV5b5UG5ZYYG8JA81W0ou8n1yWcU8YHwyqtFohHa7ncQ9W3qtwYnyTbmp7Qt2CSoV+Gx1kAoHwcfAaUEzILwvbRChAQr56wU3dkk5W62g3LR2085jcnBwgFqthkajkey5Zjm01NKKB8rLsuVUtRLBCu9lGZUQGALzAv1Ywi6hWhbg62fIST2mtTme3WRroPfdwJFP22w2C1WF5Lm1mzYYUaFA97Gl1eoTT/Jjw3YG5g1b8a4ttQDGAnyFJqLVbuqxyUkeU7lqE9b2vLrdLhqNBhqNRtpmfVq7bKNXIaR2kjaSr3WuPTtv0HE4unACAoCCk66VBCoU8DPqGNBJ4YOv2b9pnSA+9xQlHpP/9PX19THHioqQljhbRchmMW1GU50gLSu1IkLZ/yoQeJngwAeMTy7KbVbo88o0NYDQydZqtVr6DAdbDrIMUsoGW1YVnTt3riBKaCZF14ZXbipvlZPclw4Q/5ZVBgHj1RiBwDyg3ORrmxGxjpByDRhftcFOvMbsizpDWXY4/4jaTV2hCDji5ubmZsHGkkN0hFQ8t0K7Okk246lZFCsYWNupfwOBecEGKbRpajOBYoCvfdD0T9Vuqg2mP8u/fF/FPQAFUZ9jRrfbxcbGxlgGVsukVSDQqj0bvFj7qr6uJ1ZakS9EhMA8odU3Wt3K96yvqfes5aqK9bSXyvNarZY4mmVZmlxYj6EcYFJsc3MznY++p/HkpOp3fWiMSW5ScKBfa0UE+/8qw0IICNYR4jb+43lR7YXlP9ZWKfA9q8Lq4Ku9YAorIHBA7XQ6AI6EDH7OqyrQC2wzLDoQs/xyUilJIHDa4H1ITvC1FRR0ANXPahUCP6fZFd1HRQhtnfBADu7t7WFpaalQWUQjYbMoGrTYv1qJ0G63C5UHwcXAIkJtnnVwrPjGSgAVvPR9KyDwfTtRlA2AgOIcQXxdrVZxcHCAZrNZEPcsN20ms+zB/Sw3bVASCCwC9F5UDqoQpy0IfGglnfJGBXYbvCg3bVLMTmBMu3lwcIClpaXC903ipuWpnQRc7aa2LgQ3A4sKGzPSrlkhQZ/rPlbc0yoG5RXft3bTfje52+l0xsQ9JrOtgKectAkx8lCTYdqK+7xYCAEBGJ/pnbAZThtc64CrF5UZE+ss8UKqiGAvqFV9qtVqEhDsOViF1mtbsAOwzaKwrDococAiQgcaO+hoRQ9QnC9BAxaqsv1+vxCE6KCtLRJ0tuzArWBgv7e3lyoZlD8e7+xfFQ30OcW9FznYBgIvGva+tKugAEc2i1zl+8pNbf+jCKEiHzlpKxjsd/AxGAxQr9fRbrfT/mpTrSNkX3vbbRbFtvyF8B5YFNj7kPdnWVLMs7G29FkraPWvzjuiLYaEl+XMsgz7+/uFOReUm7OIB/qXFUX0aSMhFlhklPm0XjwJjFfAW7upgp5XlUCf13JTv1cr5zudDvI8L1QPUUCwiWlbbWCr27Wt6EUnxaYKCFmW/RaAvwTgXp7n7zzbtgXgnwO4BeADAL+a5/nj7DAS/ycA/iKAAwB/Pc/z/zrLifAfCKDgqGi5pBUJtP/LZlF4TKsAaVaGjk2ZIsS/vV4vDbb6PkvBvIHWTiijD15IBim6xE1ZL6eqXSEuBID5cZP3nYpxem/aagGdu0C5R0GBwYguuWrFPeCotLOMn+RKu93G8vJyoeRzNBoVKgvKxDy7nKoOtJyp1vaJ8aHBmmaRAoF5c/PZ8RNXvLkRLEct3wi2FilnlavAeF+1beNhL/X+/j7q9Xo6H/LGC0jKSjFZbtntdrG3t5cynJ54YH+v2s3gZwCYv0+rfq0NULhdgw5gvK1BbRDvY6/ywOOzBTnYbrextLSUzpXnW1ZpYH1a5Sf9WU9A0DHK82ktfwM/u5gHN9V3ZDypnFRRTpPIus1rqdXjlyWqtQJQ9weKtnxnZwebm5uF6iHaQG+uLhtrcslx+rP7+/s4ODgotBVxTLFtDDbenMTLySPNIb4F4JfNtt8E8J08z98A8J1nrwHgLwB449njGwD+6QzHT7CDiv5A+0N1sgjdVz/LEiqd3MWulVn2sLNEHxwcuDNH24ksrAOkJSV6QXUZDfu7vYyKNxgHfubxLcyBmxxsrNClE4ZafnIOAt1u13i3KyRMes/jJ7+DqqodUMtee6IB96MTZNuKLDc9kS8qhwKCb2FO3Cy7Ny0f+ZjEWbWZlo+Wk5NmfmYgQm6W9Wtam1o2URvbCOkE2YnZJgUlIR4EDL6Fl8xNbduzorPlnt2uzrz1bS0v1VYeZ7li+qG2BcHzga24p5VA2haodtMGRZarnv0MBDAnu6ncss+tjVTelQXc1oZ6PC3zZ7ldY1Wuymd91Fna/WzCen9/Pz335tjzYs1Z482pFQh5nv9BlmW3zOZfAfDnnj3/bQD/DsBvPNv+O/nhN/7HLMs2syy7kuf5nVkv7LPvLLxmKbNmThT9fn8sq1KmFtkJZrwWBnsew+EQ+/v7WF1dTUrUaDQqDLpUXfWG8C6mPrRv1LuQgcAknAY3NbPJrIdyzPKNr+1foLhkqz5X/k4Cv3t/fz+txqCBk81uemXTWqVwcHCQBAQVS4KLgePiNO0meQQcVQYoN5WHuvKCcs9W7SlvAZRW7um5DAYD7O3tYWVlpVBFWGY3bRZFJ0rUqr1+v59+p1dhELwNTMJpcJP3vton5ZacW2Ffaw/5Hqv4smdzKNiy6klgoKPcBI78UAoDtuXWe05RT+0mv6NM3AsfN1CG0+AmUJzfSzmoPPViTLsPuahx6nG4yePRT9V4kxUINhmmlQn6vlYEcU6FFy2on3QOhEtyke4CuPTs+TUAH8t+nzzbNnZBsyz7Bg5VI6yurhbe4z8RKLYz2F4xOVba1148ewNYR2gW5Hme1FUOtnSEPCXJqk10iugA8SLbkpFZy0YCgQl44dy0Dg5hy6KtkEDoQPrs+MiyDP1+f2wyKR1kpw24FDPITZ20htUJmpmZVP7Vbrexu7ublF/+1ghGAi8QL9Vu0tYRyidy1QtG8nx8yUedvI3bFdNKpTUY6Xa7BZHQq0CwvNQS6YODgyQSsipokmgQVQeBE+CFcnNtbc39EuvXms8nG2onLOX7gD9/CY85S5DS7/cLwjtBYcL6sLZqV/mrrbg6lxePV8bNqNQLHAMv1W4Set8qj9THZbuRtj/oa3KULYDy/YWHB+UH+cWEt26zfqyd00vFvUkCwovAc0+imOd5nmXZsc8mz/NvAvgmAGxvb+d68XRw0ec6kROhfZp0fHRAtQ8rIJT1o+j3Z1mGR48eYXt7u5CB5aQWOtulN9jyAu7u7mJvb69Qrm1LZ7TExAtg1IgEApPworipAUXZ5Cva26V/ValV7pKPmsn05iiZBAYkjx49wrVr19JEpwBSBYJW+7AETYW9druNvb097O3tpb4x5bAtISUfyyqGbEYpEPDwou2m/UvY/ks+V4dIsyb8jIoNwHjFwSyZFGY5L168mLjJMUSFda3cs6LewcEBnj59ir29vRSkeCWnk0SDEBICx8GL4ObFixdzzyZ49yjFAsKrLLBZT+3JVvGP3zfhHNOx79y5g2vXrhUqemgfdQI2y09WHezt7WF3d7cw4bC1lxQrvJaFEOcDx8XL8mkVno3U51qdZ5PdfLAq3tpN69fae5+cv3//floCmft5LYQac2r13u7uLnZ3dwutCzr3AbmpfPQS2tO4eVIB4TOWimRZdgXAvWfbPwXwiux3/dm2qVDHZ9JJ8wcTdukaTgBlyzA1o6KwjpB9n68PDg7SjcV/rJ2Lwet50VJNBiesPpiWNbEXMMSDwAx44dz07jdum9QCpJNGUeSzJdJe9vM4FUL9fh+PHz8eMwSa6bSVCOStbTEiP21vnOf4eEFKIDAFL5Sbk8R2AMke8rm1JeoAWW6ORv7EUbOiUqmg1+vhyZMnBYeK3PLsJvmn1UJWAPTEO/4v9P8SCBwTL5Wb3KaTiRJ2QlK1g1qFwM+UtR0R03zaSqWCbreL3d1dVKtV9Hq9Ajc1m+nNJabcZBbUVgapsDfJtw+uBmbAXHxablf+Wdunq47ZdgZrR09iNykg7OzsFCZ6ZAuDraz1ktYU/1RkUMHOPrz4c1bR/aQCwr8B8NcA/ONnf/+1bP/1LMt+F8AvANjJZ+hH8QbbsvdsiZYu9aZOkd3GQMdThOz36XMun7O3t5cGXhUQVBGyAoL2h3mTP3nBSSDwnHhp3PSMv5ZyWXgDra0O8kQD6xBNwmAwKExIqt9tuWnLL1U80AqisoE1EHhOvFBuWth71NpN+1ptpK3c0yCF2xTTKhCyLEO328XTp0+T86OOkPLQ2lG7chF5O6ltIRB4Trxwbup9qYkvL+tot1lf1op5DDSA8eqgaT4tubm/v5+4x/fKJk617UV2SThboRd2M/AC8cJ9Wq0kt9CKPK0iYiJMK4LK5jpQ++q1Mui5KEeq1WryaRlvqt1UHqrornZTK4JsBdCL5uUsyzj+MxxOYHEhy7JPAPxDHF7If5Fl2d8E8CGAX322+7dxuKTGj3C4rMbfeBEnqYGB7a/mxbC9mzajaXtX7OcJL5PR6x0u48iLqEG/nUXaZj7tZFAcbG2VwawXNAbkADEvbupga/li+8YsmMnUv6rWAuMDr+VoGTgoHhwcpGwKkef5GDe9QEX7ybSH0wYpgcBxMC9uWns1aybe2kpWAmm2064xr8ebJPJxv9FoVFgKle+VVe3pc8vNsvLKsIeB4+I0uKl2ctb7lvvZ1lvlpbWlz37fxPOgcE/f1BP3yrjpzQJPn9b+vkljUyDgYV7cnJSw1ve1ikDFBPLI+rQqEGg1AmFfW7vKyp29vb0USxKWm7SLylFd+U9XjbCC+4vi4yyrMPyVkrf+B2ffHMCvHfck6OxrewBhs4GaLVE1Nv2gZ5NXeOVdOugS3mRQenMxI3lwcIB79+4VJlHUkmgtv+z3+2ntTYoHWqGg5dFeuXTZxfWU6sDPLubFTc0sWGj/FADXkdE5SpSbXh/nJOHA40WeH04G9cEHH+DGjRvp81p6qeLAcDgsrLjglWHaJbb0uyMDGpgF8+KmOgcKz5ZYbqrdrFarBT5y26xl0l5Gh5nOTz75BOvr64UyadvLSb5y2SldV57OkbWX/G1l4gK5G3YzoJgHN0ejUWoN0MoBTT5Naz8iLDftZMO2BcIT+T3b3W63cefOHWxsbKT9dBk62/qnVUG6dLJtLVKO6qSKCh2TQlwIEPPiJifwLvNpgaLd8GwgUIw3uR8wnhQjvHYlvffr9XoS3p88eaK/tWA3OT+JzlnCubxUePfsplf5XuZbT8NzT6L4IsBgXNUe+779kbqfbh8MBmPlXgodeIHpmRS+1+128eDBA1y4cCE5QqrM8kLaORC89UOtESkLTk5yQQOBFwnLTe99y0tCB09bDaTzHwA+DycJe3l+1F7EiRApQgIoOEIq9NnAhc89hXZSUBJOT+C0QW7yeVl1kGZICM/m8Ri2fBqYXiZdltHhPAjLy8tpP9pF5aNtOdJ9PJs5a0lm8DRwWtDJ2DRQtvfvNGjyzAtQLPemzYHAY3W7XTx69Chxk+OJJx7YicG9OUnK5vUKBBYNk5I/nl3RKj0F403CVtFOs5NWeGf7RLfbTRMp8py8OQ+YIFPBwJuPxLOb9veeBAspINRqtcJ7NgNq1721x1LHxwYm04IU79xYgfDo0SOsr6+n7bx4dkkqXW5DS7zKVJ+ygGWWMu5A4GWC3LQBhb5PLvA1QceJvLUTnjIo0X3085abdpCjKMeMCPvF+J5d5kbLo+06uhx0p4kH4RQFFgV5nqdMyqzCO+E5NtamatWQlyFVAd+Cdq7b7eLJkyc4f/58ek97OclNdYT4sHZzFpE9EFgE0CZ64gHf1/vXtgkqP8kB3a7ZzeMI7/zuLDtcRvnJkye4ePFioTrITjysa83bCcFttV7wM7DosD6t8sXylPe02kTlU61WGxPmy6oVgPFJxy0/+v0+arUaer1eEvfKuKnzH9B22snCJyXBXgQWRkCw5ZT6XtnA6zk36kyVVTQoJgkIWZalgZNlzzqLrp0Js2x2TJ04cdLD+32BwGmCg61mIG3lj9671hEqc170WNxmB9NpAx0dK+UfjzMajVzF1qsO0kBlWrAS3AwsCsg35Y8N6o/jMNje6jJeAr7d1GyNtg/t7u6OzYHgZVI8uzlLlV4EKYFFBEU5Wznn+XoKKwqU+bFlZdLT+N7r9VCv1zEYDHBwcFCoYqIgQP7av3bCcNuOO+l3BQKLAvXzvPeAI/FAqwlsEsmrQNAY1B7ftjBYdLtdAEitfHZ+Ej60Ekj9WeXqPOxmtggkz7JsF8D3T/s8nhMXADyY4/fdzPN8e47fF/gZxE8BN+fNSyC4GZgDgpsnQnAz8NIR3DwRgpuBl47g5ongcnMhKhAAfD/P86+d9kk8D7Is+89n/TcEAg7ONDeDl4GfYgQ3A4HFRHAzEFhMBDdfECZPABAIBAKBQCAQCAQCgUAggBAQAoFAIBAIBAKBQCAQCMyARREQvnnaJ/AC8NPwGwIBi7N+X5/18w8EynDW7+2zfv6BQBnO+r191s8/ECjDWb+3F+b8F2ISxUAgEAgEAoFAIBAIBAKLjUWpQAgEAoFAIBAIBAKBQCCwwAgBIRAIBAKBQCAQCAQCgcBUnLqAkGXZL2dZ9v0sy36UZdlvnvb5eMiy7LeyLLuXZdn/K9u2siz7v7Ms++Gzv+eebc+yLPs/nv2eP86y7OdO78wDgZMjuBkILCaCm4HAYiK4GQgsHs4CL4Gzxc2XIiDMeqGyLKsC+D8B/AUAbwP4K1mWvf0yzuk58S0Av2y2/SaA7+R5/gaA7zx7DRz+ljeePb4B4J/O6RwDgakIbgY3A4uJ4GZwM7CYCG4GNwOLiVm4eYZ4CZwhbr5wAeGYF+rrAH6U5/mP8zzvAfhdAL/yos/peZHn+R8AeGQ2/wqA3372/LcB/E+y/XfyQ/xHAJtZll2Zy4kGAhMQ3AxuBhYTwc3gZmAxEdwMbgYWE8fg5pngJXC2uPkyKhCOc6GuAfhYXn/ybNtZwKU8z+88e34XwKVnz8/ybwr8dCO4eXZ/U+CnG8HNs/ubAj/dCG6e3d8U+OnGrNw86/fwQnLzhS/jmGXZ/wLgl/M8/9+evf5fAfxCnue/bvb7BoDfALBer9cvbG9vI8syAIA9p2mvp70362/kfnb/0WgEAKjVaqjVajN/Ps/z0mPabWXPvc+MRiMcHByg1+tlE39QICA4CTcbjYbLzVl5luc5siwrvacnHW/a8cmvPM8TN3me3mfsd5HXk/Yte122bTQaYX9/P7gZOBZOys3Lly+n92bl0qy2puz9We0vuVmtVlGv1yfuP+vfsnOYNr4Ah9zc29tDt9sNbgZmxkm5efHixfTeNM6dhIfe9lm4qX8ncbPsMx4nZ/lNk35D2M3ASXAMbv5fAP5nAB82Go2vXrx4cSaf1ts+q08767G81/Rpq9XqsXzaaXaz7POTzjfP81K7WR4Nv2Tkef7NLMv+BMD/fuXKlT//G7/xGxgOhxiNRhgMBtwHo9EIw+EwPffA7dx3OBxO3If/FD7Xbfwu/mOzLEvHu3DhAjY3N1GpVAo3kD0ej8HPj0ajsXPTz+r7ei78Du4zGAzQ7XbRbrfx+7//+y/iMgQCY1BuXr58+c///b//9zEYDJDnOfr9fiFwt3xR8F7mfTwYDAocVk7rdj7XcUC/S/cln86fP4/z588jy7I04Fr+2M+T28pB7mfPkdy14whfD4dD9Pt9dDodfPvb336+CxAIlEC5ee3atT//j/7RP0r3pX2Qs+RmtVotcJf3MIDCvS3fNfa+tZn8jB4XACqVCkajEfr9Pra2tnDhwgWXm9Zmknv8vGcXLWf1edm593o9HBwc4F/+y3/5kq5M4Gcdnt1UPlpfTzmjtoqgffJ8WuWwvrYP/W71Sfl6a2sLm5ubBW7a49lj0KclLz0fQPlsxyE9fr/fx3A4xMHBAX7v937vZVyWQAA4LPt/Nc/z//HWrVv5P/gH/2DMTnpc8ThFrvD+9nzaMi7qfmU+LX1lxpuWm/bzavuU2xw3ysYGO7bYsYTvdTod/Kt/9a/cf+rLEBA+BfCKvL7+bJuHPwLwhg267YXUoJsX0ML7B+s2/mN1W6VSKXw2z3NUKpWxi84LSDWIAoJ1uKrVajquF4jwGPaG4fGtodHP8qbigBwInADH5iZQHFhsAM3t3EZOedCBkHwgV+x+eZ6nigLPydJzqVQqqNfrBf5ZQUM5q8GJnj/Pj+9bYcE6QPp5OkLBzcAJcSK72e/3ARw5HZ79AMbtI1DkiSfOqy2s1WpjDo8XZPBc+PlarYZGo5FsJ89DHR61f3zPOmyT7LI6Svx+fQwGA/T7/eQoBgLHxInsJoBSO6IPAGP3t81w2uCer2mrPF+X/qwV1/ia/ihto3JTj1er1cbEybJz4+f1XO1zy00+gpuBE2BWbv4RgDeyLHv15s2bY4KWYjgcFoRuxSTe8X36wJbn5DiP78WdtINZliW7ye/juSnUrloxwJ6f/b2esGH/DzaOtXgZAkK6UDi8kH8ZwF/1dszzfJBl2a8D+D1vgOJDg25vsNKbQQOASqUydjH5GW7jxeTx7f71ej39A+v1OhqNRqECwTo13kXSc/UGXxUo1JBo5mU0GqHX66HX68VgGzgpjs3NPM9/j4GxFb2e7TdziwLvcT2GDT64r92m30nU6/W0D8u9vP30eBqo6H7eIKrc5Ljg7cfja7YlEDgmTsRNvbftfVfm2JfZKHWalN9ewGKrAvg5e6xarYZWqzUmIJQJAt55eGKFwnLTvu+NJYHAMXBin/bZNlc0MJ8rvGd5Ze1m2XHpNwJFkU7Fwnq9noRHDVL414rjNjGgdpH76O/wknTD4XAsWaA2UwXAQOAYmImbwst/S46o4K7iuBX1PLup3FJuaozpVfSQSx7XyR3yVVvmbeUev6NsLKG91eDf8lW/x7OtrKpl1bGHFy4g6IUCUAXwW3mef3fC/t9+5ZVXCg6JhWb1PMXH/kM0GLfBvhUq9GLqIKv/eB6Dgy0vjv2ne8fX7+AxeaP2er3Cfvb36OCrN7sN5gKBWXASbt64caMwsFpnnrADKVDMcFrBQQdEDQCUM3IeyPMcjUZj7LuHwyFqtRqWlpZSL6fnYKmwaJ9bDvJcrDHR43J8IRfJ0RAQAifBSbh569Yt1948ez/t6zkO5lgFW+lVK3C/SU4L/+pY0Wg0Eje941qbaav3NPjhPtZh0/NmoML9NcMZ3AycBM9jN72W2Gf7uEG4fZ92htzwxD1b5aDHk3Mq2MJqtYparYZms5m4qRzSqgMruqs9VVuqwiJh7SbhtSUFAsfFcbiZ5/m3AXz75s2budoCG/9pgA4Ug3fuT1ix2yaWiTKR36tIJ7/q9frY/CT2/Mg5HSP0+6vVaqH9Vn+zVuAzriS00nCS3XwpcyDwQp3ws8fa3zo89oKqgMDB0GYWvcDBBvK8oJ6AoAKBV8JtnSp+VstWvHPxArayOR4CgVnwPNw8CTxuAnB5orz0qoG8jE6WZajVaoUWBh7L7qf89MYZHR9UYCgbk3hsZlCiAiHwPJg3Nwkvu8jncm4F/tlqObVt3IfcLJsMSvcr2+bxz55jmaChtpOOVnAzcBKchJt6r53Er1XoBMHWLmpQr7ZrUmUO/VnlprXVnphoAxibJCgTIPUclZOeeB8IHAeL4NPavzaOU6jNtDEk32dlgApw9rO63fq2Nt71fkPZmGQrg+YuIMwb3gXVSgQdtLT/xOtVsSquigiNRqNwUb2boN/vjzlL9vh6rnou3kQ5/KvZlHCEAmcBduDSDIo3sKmSaoMR5ablUaPRSNzU79YAQrmuGRXC7qMDsDdPA8HvsJMsBgJnAZaLdl4gwjoo9Xp9zK5Z52Y0GiUBQecz4fFtAETweMyelIkIKsBPEhEiSAmcNVix3bObatusrdIJU8lNyxe25GqZtNpG+qRlQoitRvAE+DI/VSd/C+E9cJZQJrRpBYIV13X/smQYQYHe82k9m0to9Z3GjoyDFZNsodrLaT7twggI9kfbf3oZrHNvSzFtsF92vDJHiNtY6jVJQPCCGzshG79fBQyg2DOjDhGDEz1GVCAE5g3LzTJjb7mlA5dy09uXx/cqh7i/HZjz/LC1gRUIXpVDmfCg5+CJBrVaLZV12SDFy6SEIxQ4DfB+K7u3uU9ZJgIoTgBchuFwiGq1OpZdoY2yNpYtDJOWo9KARrmo36OivxX+1W7y/K2tVH4GNwPzhvVtgck+rRegeHZTeW+DF/1eb5UECgie3bTHtyIBBQpbMm2DF56b/c1qN6NyL3Ca8OLOWbipf8taiwD//td97HwlRBk3rT9sq+oHg0HBV7WinkLbBK39ndWnXSgBwQbvZbAlV7Z02VNrvWyofjehfSD6j1xZWUGj0UCr1Rqb6NAGHzZgsf0ndIg4CPPCW4GBF1bnQJjWkxIIvEhYYUzvc6+KwHN+9LUOtvYe9jKRZQ9VcJeXl9FsNtFoNNL3aSuS9olppYBdXko/q58nx60TxWNooBOrMATmCW8yQ2Dy7NHee978B/Z4NrDgc5vxVN4sLS0lbtrjWrtJjvJBriqHNUjiOfV6vQI39bw0QOl2u2E3A3ODzeQRnt30Kn+s/+p9jvCEAz685VsBYGlpKVXvqU+rLQ9WyLe/h5VF5C/PVXlrz1t5SRva6/WCm4G5wEv8EF6gze2T+OglvLgfOcjXeg6eD8p4s16vo9lsjvm0/DsYDNJE4lq1q+egv4X2UUUG689rpfuZEhDK4F1QTyAoe8973zpACi/DyUyKtjDoP55Bvr25NAjhdm/SjEnwzmVSaVggcFooEwzs67JgxBMVJokIfJ9zIGifqA6ontOlvNVzJD+9lqJJ56VL3gQ3A4sITySw2YkyYV3fs/zTwN1W39Fu6iSK2k6gWUzCZjbt9mn2b5LoGNwMLBq8wKTs+SRbRkyymcpb2kz6tMA4N7WCx7YB6thhj18mdHjnF7wMLCo8/lkeTmrNndT+aoV0TVI1Gg00m81Sn5aftQlvvme5Oek89PNerHkmWhgmwXN47ACmmDSbtN3mlX3qQMjBjRfUOkIcYCkY8Pv1PesMUY2alq08yQUNBE4TdvAsExC8/ctgHQ3rbDDDqYOt9m7Z8k9mSDynhWrxtDahMl6GIxRYVHi2s+xh72ObOZmW5eQxaDd10kXlir5Wm20zMwBSS9G0MaOMm2E3A4uKaYGKzXROgiao7HMNWiaJe1o9oNUE3EfPR4+tD60k0nOzwruuMBYILBrKYk4vLuVzhbfMo7WT9t6n3VQfWitpPcGeXFduWmFxEspE90ncXBgBYdIPLcua6HM7wJYNsnYyCRsoqJMDHA2WzWazcEEpDFixQD9Dx4rb7GCrk9ropI/aF2NbIWKwDcwb1vGwUC56ggFh50Dg8coGXvv9niMEIIkHOlGbOjwUCyz/dN1r77t4/l7Lhg1OWJIZFQiBeUHvs0nBsbWJniOkXLUCgmdPLRe9bAqAsflJVAjkX86toDbTcoivPT7y3Gk3eWxt+4vViwLzhBcUlPmslnuTfFpPfLfctBxU8YzbsixL3FS7qcEJt3FJR36P+tB2HLBCoJ638l59ZrXtgcA8oPywPCqLNz2b6QkHZbEqUJwTYVpSrF6vF1ojbLwJoFD5Ttupvq/+3jKfVs/NxptnYhJFT/XwLpLnyHgXVGeu1JvEO4YnKNhgJcuy1C/G79JBWfurgeKAzfOrVCqFtah1sFaRwZ6DDra6rEYgMC/YALuMl17FgfJNSyX1uGXctIOql7WsVCqJm+S98lcHWBX4dHIaHdD1t2jfmg2QPGeo3+/H/CSBuaKMm8C4cGDvb+8voccAxu2kdXo0eKcoQOFdxT1PPACOqgvKvqcs6wkcTjjV7/fHOGmFvRD3AvOEDVIm+bOe3VRuenMHlfnE0+wmAw3OHaRCOnlGO1apVFCv1wsCnH6vVuBaMU9tqMdNAMknDrsZmCc8gXySgKB/dZ9JPq/lJTA+SbHOoae8brVaBQFBhQcVwinu6fF17iDgKHlt7aaeo9pjFeCn2c2FEBAUniDg7aPP7eCl0EGYryfBm3CmWq2mIEUHcU+dsU6cfU8Hcx1gAaDf7xecvTIlOdTawGmhjG8eX8scJOK43PSERnWEVK3ViQ/1POykbHpcr93IZj51mxesBDcDpwVb7TMpE8Jt+t4kR8gez97n1m7Stq2srIxxUzljgyKFHk/FPOUtt2mZp0XYzcBpY5o/a7k6KYHmiYST4NnNWq2GVqtVmhTzzovbbN+1V6JNQdCWW9vzoN0M8SCwiPD8XP3r7T8tflV4c+7VarXCpODWbgJFAYQ+rSaxVQQkP+1f69NaXs5iNxdOQAAwFpTYwWVSltMqQla99QZE3WaD9uFwiFqthuXl5TSTtLYweD2Z6hzZ7V4GltDSTU811gsaA27gNOA5MWWqq3VyTsJNCyuo1Wo1rK6uFgZbCgs6qzvHEXWW7DFtNhdAIXDR93RgtaVfwc3AaaIs+NDsBIA0L4EnEFhu2vfL2gys3eTqRTZIYeBgMyAeBwmKB5av04Io8jIClcBpYVpAUeaXzvpQeEK8BgqWmzYpZpNg+ppjB0UEa/M0INIxwgZJ1rcNbgYWEVmWja36R1ui9pOwbbq2os5yVXnA1/V6Ha1WC81mM32GNlN5p8e0c43wMzYZpg/LcWt/z5SAwB+ksAHIJAWWF04vHi++3gBWfCg7F/7TWMJFRUgzHXSAVPXhX73ZKBxwQNWebP0uFUtsgKOlXhGkBOYNHRAnZUzsZzQAt6IDuQn4fdoWtipgOBym1gUrINi2Ig6O6iB5jg6VW6+sExjvJ432osBpQoUum5GvVquprWcwGKDdbqPT6aDX66FaraLZbGJjYyNNoqaVQGpTrd3kd/D79bnaJvZYU3i33KxWqylLYjOfah+53DG/Q+2m5wCpU6atRVGBEDgNlNk1m9W0n+E+tLnWt1UbqtlE4IgnfE6ucB+uM8/5SYCj1j7uq9UKdv4QFQw0SLIZVd1fx4fBYJB4GdwMzBsaa9nt/Kv+KXB4D7fbbbTb7eQHrq6u4ty5c4XP1ev19Jl6vV6wy9ZmecmsLDtsmSevuZ1+ab/fT9vYwmCr8gBfvLACn1fNp2LFtHhzYQQEhdeGAGDMqdGgxstm8ibwBuEyNdhzRHS2Wl4wrSawxkFVIn63FRF4LmWVCnou2o/CixoIzBuegKf3sscpq+DqfiruaXWCx0/rlDDQt8uraiZF17ulI8RjAUdqMR0n77ssPy03GaDEBKeB0wbvY7VDnU4Hg8EA3W4X7XYb3W432RIA2NzcxPXr17G8vFywobRz3Far1RLXdb4CyxPaxmq1mgR3W7nX7/fHxDsr9NFm8jW/k+ekfwk9F3WAtI8zuBmYJ8oEcfUDrahAjpA/ahv1r4oHKtbrcTRAUR+USTEugazBidpQG4Tocew8B15SjNv1s2z1U2EvKhAC84TN4NukNEUz2s2nT58WEle0MXt7e+j3+7h8+XIS41TMV59T/Vu+7vf7SXDQpDSrDxqNBrrdbhLbNeZVHhJaCWsFRDvXHs9FP8v97bLkZ0pA8IIQfXi9nl6AopkYdYwmCQiEOiMsJ+ENohdIjYAaC51QUQdWPS8O8F6GB8DYBFAaoMRgGzht6L2rTo4tU9YVTPRzVvhTnk6qQCAqlcMJFFutVoHXGvSr0myFt7KSrmljA3+jzlKrfwOB0wD51e12cXBwgMePH2Nvb69QbmnLEhkwvPrqq4VqodFohGazmUS6g4MDXLx4Effu3cP58+fR6XTQaDQwHA7R6XSwsbGBe/fu4cKFC7h37x42NzfR6/Wwu7uLwWCAvb09nDt3Drdv38bW1hYeP36MpaWlFMDod+t4olVHVoz3xHfuS8dHbWcEKYFFAR36Wq2WMoH9fh+dTgedTgf9fh+tVgtra2tYWVkpBATKD+UJRT6b2LLLhmdZcQUGnaytUqkUeqc9vtAH1YBkFpvJfdU30OeBwDzAbL6t9tbEUpZl2N3dxaNHj/Dw4UN0Op0U6FN4a7Va6PV6ODg4wPb2NhqNBpaXl1PVwcbGBvb29nDx4kU8fPgQKysr6HQ6WF5eRq/XS5w9ODhAo9FIdvPu3bvY39/Hhx9+iFu3buEnP/kJLl++nP6urKxgaWkJWZalagTCxpueSGn/F1qtd1xuLpyAYH+sdeqtWutVHdjeTX3YshSvNFMV1DzPCwICt2kpmM2UEprBUeHB+01lF1gHXL3QgcAiQLnFrEK3202Zz9FohEajgfPnz2N9fd1tOdIs56RqBovBYOCKE57aq9BBs2wMmQYVD1RMiNmkA6eJdruNzz77DJ999hl2dnZwcHCQHJV6vY7l5WUsLS2lPkvgkCN7e3uo1Wpot9tYW1vD7u4uVldXcf/+fbz66qv45JNPcPXqVdy/fx9ra2t4+vQpgEMOPnnyBEtLS/joo49w7tw53LlzB5ubm3j06BH29/fRarVw584dvP766/jjP/5jvPPOO/jTP/1TXL58GQBw48YNNJvNguOj4wRfa+UBMzUeX9VWWhEhEDhtMIAHgE6ng/39fRwcHCQRgQEOAKysrOD8+fPY2tpCo9FIfqSK78yWsoKg0Whgf38fS0tLaLfbqNfrKQDqdrtoNpvo9/t4/PgxqtUqer0ems0m9vf3U3DE77KtBcrFaTz0YKuEdCnHsJuBeYCtCKxS29vbS9vVd9Sk7e3bt1Gr1fDmm29ie3sbFy5cwPnz5xPHXn31Vezu7mJlZQWVSgVPnz5FtVpFp9NBtVrFkydPUKvVsLOzk7azQu7g4ACVSgWPHz/GYDDA/fv3UavVcO/ePSwvL+PevXvIsgwPHjxAtVpNk59yrNDqPSsq2njT/h8s77TqwCYbPCycgKDwhARbfcCBVH+wlnZxgNWBl8/ppGgJFxUbDoyDwSCpSszIMCjqdrsF1UrLq+m0EXqR9MLaMhNdu3owGKDX6xV6xfg6BtvAPGBLvWwVDYMPlni12+1CyTA/s7e3h2vXruHy5cuJeyyT1jaj0WiUFFy+r1zl/iyfJMc0wCAoFOpkirbs2g6iykueOznJv2xZ0JYiFRECgXlBnYder4eHDx/i008/xe3bt9Fut9Hr9dDr9XD+/Hl87nOfw/nz57G8vIzhcIjt7W08evQIm5ubyTlpt9vJaVleXsZHH32Ezc1NPHz4EHfu3EmVDbu7uylwocPTbrdx+/Zt7Ozs4MMPP8Te3l7KclJoGA6HePDgAXZ3d7G2tpaysFrGyd/D5Rn5WquKOAbY7AmDsH6/n3572M3AacDes3xOO/ngwQN89tlnePr0aXqPkwI3m030ej0sLS1hf38fW1tbqNfr2N/fx+XLl3Hv3j288sor+PTTT3Hjxg28//77uHXrFu7evYubN2/i3r17uHHjBh4+fIitrS3cvXsX29vbSezr9/t48OABarVamhPl8ePHWFtbw9bWFl555ZVkh8tsmvVpgeJcLPws5zvo9Xpjc5KMRqPE0UBgHhgMBvjss8+wv7+PXq+XqvQonGllTrVaxdraGm7duoU8z3H58mVcuHABo9EInU4He3t7ODg4SJUIjUYDW1tbyLIMH3/8MXZ3d/H+++/j4cOHWFtbSy0LnU4n2Wwr7uV5jt3dXWRZhu9+97tot9t48uQJlpeXsbe3V2hFUhtYNrGxrXTXJLldtpG208acZ6qFoWzg1RIu9j2PRqNUsskBajQaYXl5GefPn09KKoMJXYue/aJcp5oOkQb/utwNP8syr3q9Xuh55me03Iyv7Xq5+luHw2EaRL2HDVRisA3ME7xvVTzgwPLo0SPcvXsXOzs7yUlfWVlBq9VKrQXNZhPdbhePHz/GysoKtra20Ol0sL6+jkePHqWs5Y0bN3D79m1sbGzg9u3beOWVV/Df//t/x1tvvYUf/OAHuHXrFj788EO89tpruH37Ni5evIgPPvgA1WoVn332Ga5fv447d+7g0qVLuHPnDi5fvpyyPSosUBzUCaNsJRJ5Td5xQFWHSB+xhGNg3hgOh9jd3U02i/dqo9HAxsZG6t2s1WrY2NhApVJJ5dF0RB49eoTd3V08efIEt2/fxmAwwCeffIJHjx7hzp07ePr0KZ48eYKdnR3cu3cPeZ7jzp07aLfb6Pf7qWrozp076HQ6ODg4wP7+fnLKOIkiMyij0Qg//OEPsbS0lHpMVUxUAcFrEyT4e3u9HrrdbrL9tnVBK4XCbgZOCzoPQafTwWeffYZPP/0Ujx49SgH6zZs3cfHiRbRaLWxtbWEwGODSpUvY29tLAhyrBm7fvo1+v4+f/OQnGI1G+PDDDzEcDvHpp5+i1+vh7t27GI1G6TsePnyI/f19PHr0KCXCWq1WKoMm9yqVSqpMUl5q9Y8V423LhPq0ZX4tt0frX2De6PV6eP/991PVD5NWy8vLhVY/TSLrxIgffvghHj9+jEqlgu3tbayvr+PBgwd48uRJEt02NzeTb8h2PwoF+/v7ya7ZScC1PaLRaKDX66HVamFlZQXvvvsu7ty5U5j0WCv0mCDXhBkFA+CIn5oE0zmC1M+1bQxlWEgBwUIdfIoB7XYbe3t7hTJNOhnav7WyspI+wx4xXjiWe+V5jm63i+XlZQBHQkWv10O9Xk8DeK1Ww97eHjY3N5Na22w2C+qxqkO2r5rQrCcvnDpAtk/MOkIqWgQCLxu2DYBq69OnT3H79m3cvn0bBwcHGAwGWF9fx+bmJq5cuYJWq4XV1VX0ej1cvHgRBwcH2NnZQaVSSX8//fRTrK6uJkGAAsInn3yC7e1t3Lt3D2+99Rbu37+PGzdu4MGDB7h69Sru3buHra0tfPbZZ9ja2sJHH32E8+fP49NPP0W1WsWPf/xjDIdDbG5u4uLFi4XyNK1WmMZNOkJ2rgPNsgAovB/cDMwDw+EwlT3yfq1UKlhdXU3907VaDU+ePEG73cajR49Sxo/OCZ2DJ0+eADjs79zb28Py8jIePnyIzc1NNBoNXLlyJYkTtVoNnU4Hm5ubSczPsixVL4xGIywtLaFSOVzBiP2anU4HS0tLGI1G+PKXv4xWq4X3338/CY3KrUll0bYtQXkJjPdZR5ASmDfyPC+UGPPe0wx8v9/H/v4+8jzH0tISVlZWCmL0o0eP8OTJE3z00UfI8zxVJfzkJz9Bt9vF+++/j06ng6dPn2IwGODx48fJX93d3U1Vgf1+P/H/4OAgrcBCAaHVamE0GuHixYu4du0aHj16VJibwa4fPws3vco8inje9vBpA/MCudLr9QBgrGWHVW+auOa9+uDBAzSbTbz55pu4desWVlZWUrtgp9PBzs4O7t69m+wvcNhWyIQVY1km1lqtFiqVSqo20uCeVQqsiH/w4AG63W6y86w6UNDH9YJ+rWxX8c76tVY8mMTNMyMgEFRi79+/j7t37+LJkyfodDpotVq4ePEilpaWkvPC8i2WaGkmcnV1Fffu3cO5c+dQq9Vw9+5dvPnmm/jss8+SQvvkyRNcuHABjx49QqVSwcbGBu7evYurV6/igw8+wCuvvIJXXnklOVDAUVuFqra2fM0+ACQHSvf1esSmKUKBwItEnudpILO9/tpG0Ol0kGVZmhhtZ2cHjx8/xvnz55NDw+wnsyQPHz5MIuCTJ09SppOT1jx58gQPHz7Et7/9bezu7qLdbmNnZwfdbjcdj5nOTqeDP/zDP8STJ0/w4MEDDIdDfPzxx1haWgJwxK+yOQ88XmpZJnms/xd1ioKbgXmj1+vh448/Tk4GRXIK4LVaDdeuXUtLTW1tbeHRo0doNBq4dOkStre3UalU0O12UxBSq9Vw5cqVJCQASJ9hBQN7rPP8cH4gfo4BB7MwzED2er3EP4ryrFRimajaTdu3Wda7CRy1LumqDeoU6Wvb7xkIvCzQbna73ZSJ5HY6/jdv3sTGxkaqAjo4OECz2cT777+P0WiE8+fPY39/H9evX8doNMIHH3yAWq2GbreLjY2N1AZUqVSScMeWBJ3jZDQaJZFgZWUl8YJ+MW15s9nE+fPnU3a1rO3Pqw4mVAC0cxx5c4WF3QzMGxTRKY7xHqeop/cvgLRqSZ7n+Oyzz7C0tITl5WVcvHgR+/v7KYlGO7q/v4/RaIQLFy6k+UY0adVqtZL4/tprr6HT6eDhw4fY3t5Gt9tN1bsAUrtgnue4e/duqu7V1n39XdPspm3RtZxU0UAfZVgYAUEHJlsqxX88l9R48OBBEhCePn2Ker2Oy5cvY3t7G8PhEBsbGwAO/yH3799PpSGcZIaTxjx58gSrq6tpjezd3V08ePAAwFFGkcEOKxXa7Tbu3buHVquFJ0+e4NatW+kmGQwGY+fNC2xbMcoCGk5qo9kVVaxZbhYIzAN5nqdeMeBw0ifF6uoqbt26laoIKBow4/HRRx9hY2MjrZYwHA5x9+5dNJvNFJg8ePAAq6urKajo9/tYXl5OJdJ0fLrdbiop43lxfhL2irLa4N1338X9+/fT8nQeNz3ovCq6jwoNDE663W5aFk+fBwLzQL/fx2effZba75aXl5OAQCcJANbW1tBoNLC7u4vRaIQ/+2f/LC5fvoy9vT18+umnyebt7u7iww8/xI9+9KM0eRuzH3aiUmZD6/U6vv71r2NpaQk7Ozt4//330xJUFBUoUjALOxqN8F/+y39J3GVApX2dahNt4G+FP/URtGqIvNQKv0BgHhgOh6nPmhlFhS47vLW1hWazmTKW29vbuHLlCi5duoQsy9DtdvHJJ5+keUYeP36MR48epdncuZIKM5zMSlYqFZw/fz6JBzs7O2m+L1YeMPvZ6/XwwQcfYGdnBysrK4m7uiwsfxePrdV2Ot8YfVaeix6D75GrWjIdCMwDtA9M/lQqFezv7xfmELBxGSsGyJ8nT57g3/27f4ePP/4YKysrePDgQbrfaYva7XaaE0zRaDRw+fJlNJvNdC604VtbW9ja2kK73Uaz2cTKygp+8pOfpPiTc/ZxBSSNm9VuauCvPNRJvrV6VucOsm26Z0JAsH0b3MYfphd9c3MTy8vLuHDhAu7evYt79+7h0aNHaLVa2NvbSyUkm5ub2N/fT+UlbFHo9XrY2NhIrRBcSoOzYeo5sM2BE89Uq1VsbW3hz/yZP4Pbt2+POT2qtHpzOUxSh/hXMyZeT2dkUQLzAiec0X4xoDhZ0tLSEjY3N5Mod+XKlTT7+ubmJtbX15NQ9/HHHxcmS1xdXU0DOQMcDtg6iy2DkuXl5dSCBCBVPnBgb7fbWF1dxfr6elJ+OaizwgcYX4LSvi6bE8GWfAFH/djBzcA8odl6AClo5r1Lu8E+TLYYsRz67t27+PTTT/H+++8n4YsByd7eXlp/WgN/HvvSpUu4du3a2ESL1WoVly9fToHEK6+8gmq1miaMe/jwIZaWlnDx4kWsr6+nqiXgqHVQhXZy0/7l7yMnveyJLZsOBOYFthi02+3UUktbxJJpm+Xf3d3F3t4esizDa6+9hnfffRcfffQR/uRP/gQ//vGPARzyk4Lf1tYWqtVqEtaBo8lHL126lJZ/3NzcxNOnT7G2tob19XU0Gg1cuHAB6+vr2N3dTZOurqyspFVaGHSw1YmwPqzayrKWBvVlbVtu2M3AaUDtAUUsbylhACkBBSD5rR999BF+8IMf4JNPPsFgMMDGxgauXr2KS5cuYXNzEwBSFa0KCEwqs+3+e9/7Hvr9Pra2trC+vo7t7e00n1+1WsXm5maaT4ECAHDkf9MeatWszu9lg38dJ/hX97O8VD/Xw0IICNYJsFlOOgEsL2HGotVq4fr167h27VphDoPl5eVUsrmzs1MITDjL5sHBQcp4NptNHBwcYGlpCRsbG6nEknMj6OyxlUoFDx48wHe/+11UKhVcvXq1IAjoIKplpTxndcj426wDpBfP9nDGQBuYJzqdDn74wx+mEkxmTjhTLSeHGY0O141vNBqptWhrawtf+cpX0iSJf/qnf4pPPvkEAPD06dO0dNzGxkYqyyJ/6vV6KsMcDAbY3t7GpUuX8PTpU9y/fz9lRLMsw9raWiFIePz4Mf6f/+f/wfLyMj7/+c+nsk6FDrJ04HTZKu37sv1gykWKB1GGGTgN2P5i4MgBYnaf9ydbi37yk5/gu9/9LnZ3d9P8A91uFysrKzh37lxyXiiwK3foVD158gQ3btzAhQsXsLOzg1qtVlhC7vLly7hx4wZ+8pOf4NKlS1heXsb169dxcHCALMtw//597O7uYn19few3UUAkNzl3EUV69RfKyi5VeGcWJWxnYF7o9/u4d+9eCkzIM10KXMUwVgIAQKvVws7ODv7gD/4Ad+/eTbO2kxes5KMoyGw/wWqk5eVlHBwcpN5plkXfuHEjLV+3vLyMN998M1UlPHnypJDlbLfbhd9l7aYV3D1uauJLt9te7EBgHrCtOBTKvSpVVhMoP6vValp5jJMeUgTnvpx7xAbhtGvtdjsJdcvLy1hZWRnjMONEnpdWFpXFm7aljzaz7P/gPTQOnVYdtBACAoDCSTILov1j7J/WfxjbEoDDgIPzIbz55pt499138eGHH+J73/temoWWy+Ww1YGT13CA39zcxOrqKpaXl5NiOxqNsLa2hqWlJTx+/Bj3799P50tjYOctADB289lMJ1BUgWzlgT63TlI4QoF5od/v4+HDhwCQKgHq9fpY1oGliQDSbOuPHj3CvXv3MBqN8KMf/QiPHj3CgwcPsLGxkWZPZ9WPtkkASBka9mpzAsa9vb1UYcAqJPaD3r59G3fu3EmZlvPnz2NlZQUAxlRg5aWtRCC0dNpOLqNOkXWQAoF5gJkHrmQAFO0PxWvuxwqdP/mTP0lzhfB+39zcxNLSUloubjgc4smTJymwAI74QBvG/s+9vT3cuXMH1WoVV69exfXr13H16lXs7e1hZWUlrbm9vr6eZpen08VJiCdVBmkVEc9Dz8cTETSQiSxnYN5gixuAQkkx70P6shTImOnn3ECPHz9Gu93GRx99lAKNc+fO4dq1a6nVYX9/Hw8fPiwECRQK2Vfd7XZx9+7dNOfC9evXU0vD06dP8dFHH+H69etpboSVlZW0lj1FDv4Gr0qvzGaWVQdxu2Y5w6cNzBs2DlNxWgNuFQR0ctBOp5Oq3t97772U+NYJR1utFp4+fZp8T002cf4FJsrI2SdPnmBjYyO15z58+DBVHHGCcrY7aHCvrUsaS3v81OeTuMl2h0ncXAgBgf9YzhbLtTU5CQ3LpwGk3q1Wq5V6MCuVSioVy/McOzs7+OM//mM8ePAA9+7dw87OTgp8lpaW0Ov1cP/+/cIkGtevX8f6+jqePn2KbreL0ehwJunz588nR4z91Lu7u7hz5w7W19cLqhBLvmyZpZ47e0p1GRu7LFy3202CCQOzTqdTmA0+EJgHOMCoM5/nhxMwUZXV/kvg8D7v9/vY3d3Ff/7P/xkffPABut0uNjc3cXBwAAA4d+4czp07l+YlefDgQVreJsuyNFkb98+yDI8fP0a3200O1NbWFlqtFj744AO89dZbqSe01+vhyZMn2N3dTZVIugyP/jbrBFluanaX86e02+00uLJCSbOc4QwF5oHRaJSCFMKK1LpEMfs4OREpK3Nos6wzoqIZoTzhvb+0tJTOg5Mi6qSG1Wo1VfgxwFGnptVqFZwZAOlzrNhTDtolVZWbaif5WisXA4F5gvZFgwf7npZQ09fkxMVLS0tp9RMAqdJWq1uBYtDA51wxjPvX63XcvXsXS0tLadWkK1euFJIEtG08H1Y92MDDZkDpp1qflokC9oN3Op3C+9qTHQjMAxTwGLPZ5C/vebudNo12j7blu9/9LlqtFi5dulSYi4f3OhNrPDare9S28niPHj1CvV7HhQsXcO/ePdy9exf9fj9N4qjVrtraS05qRS1bdr22BL6mr0ue8nzVB56EhRAQhsMh7t+/n8QDnbGdjgAHTCo2utQFnSP+07773e/i/v37ePDgAarVKlZXV3Hjxo006/Nnn32GTqeT+qK5Tv3du3fTZGgXLlzAF7/4RWxvb2Nvby8tcwUg9aawh9POa+DNc6Cll162xJZ7eRc5BtrAacCWZanaacumbPDxySef4ODgAO12Gw8fPkSr1UqtRpzESTP4toKn0+ngwYMHqNfraLfb6Ha7eOONN/C5z30O29vbKYPy/e9/P4l9jUYjVRKx59OWetq/loPKS91etm5ucDMwb9ChIMhRLYvWtgZ1lgaDw3XgX331VVy5cgUffvhhIdjJ8zw5JxQbeEzdBzgUDZrNZhonPv74YwwGA1y7dg13797FlStXUKlU8PjxY9y9ezcFNKz6Uy6qkGF/q20d0oyJtZl2TetAYN7gfUdH3rbI6bJu5CMFOHLp2rVreO211zAYDFL7H2G5yEoja78YtFDYv3PnDi5evIgLFy7gs88+w8cff4wnT56gVqthdXUVGxsbqbrXJr8syqpnbeWe+rbk5rTgJBB4WVCbQNumUO5QlNeYjW27THYBh+2+THyxXWh5eRn3799HpVJJE4Trqg60Vd1uFw8fPkzfefv2beT54VxfzWYzPdi2RJGDzz1u6u/Uc1cRwvNpvTmDyvzbhRAQ+v0+Pv744xRoMGBWRYgPZv20hyXLstR/zf6UTqeD9fX1tHY8gCQ8UM1lloMixe7uLra2tnDu3LnUspDneWHWS2ZWuc0TEMqgg7sNUGxZFy8is5sx2AZOA9qvqNU0OuhqpoLbsyxLs9W2Wi0sLS3hi1/8YoGLFjy2VjlwYFtbW0tOULVaxQ9/+EPs7+9jbW0Nt2/fxvb2dhrYOQnczs4Obty4MVNVgNcmpA/t11Ru8hxDQAjMG1ZAUFFPt9l7czQapfaEVquFlZUV9Ho9rKysJLurE0jxM+pEqROi7UC1Wg3nzp3D7u4u3n//fdy8eTOd54cffpjaEjc2NpKtpYhYBhX1PH7yfc2AMqMSkycGTgPq6xG2jY5/yU9tFwKQBAOKc51OB2tra8iyLGUsKUQwIaYTrdFn5XdzOfIPP/wwTQzOJeeazWbq497Z2cFwOEyVSbP8Tq3WK2st4j6ssg3hPXAa4D2rYrt931as0bb2ej3s7++nuXx4LK4OyFajS5cupXkMrl+/jtXV1TTnF0XCbrebKujJEYL7McZsNpvY2NjAcDjE0tJSqdBuf0dZwlqFAivsHWelv4URENiv1e12C4GKOkV2ULIO02g0Su0N7XYba2truHLlSsqg8DPak6IqjF6U4XCIWq2WerbX19fxgx/8IC0LOUmZ1QGUsAqtVWttb7Wn1sZgG5g3WHXArAjvd33OnmYt9WLlD4A0Ycwrr7ySREIt6+JnCAYkVinVmWeXl5fRbrexsrKCa9eu4eDgAD/84Q9x+/Zt1Ot1nDt3Dtvb26l/tIw7NkNS5gCpo8QAyop7wc/AvOEFyNbpV/GdywTTrnz66afY2dnBxsZGqthhGTPtKe912//MCVUZsDcaDdy+fRt3795NHP7xj3+MSqWCnZ0dAIdVR6xsePjwoSskKiZVBtnAxNrzWUowA4GXBfZVM1AmfwjaUQrwo9Eo8YyrltRqNXzve99Do9HAtWvXsLm5mY5L8e/g4CAltchJZkDVlul69MBhi0OlUknCwfnz53Hp0qW03yz2rKwqqCzjqZVBHLvCbgbmDU3aatKL76mIDqCQMNrb20s+L/fVqttOp5P4SF+40+mk6tt6vY5er1cQMLhfvV4vzP1He1epVPDw4cMkIpAzk5LWnnBgn6s/q/ycNd5cCAFhOBym9XKtEqPZDYWWmOi+DEweP36Mzz77LPVBb29vp/e4jFSe51heXk4z1LInNM8Pl9n4b//tv41VQXA9e2ZO9Lv5D7cXTvvBGHToBeR27aXmRB3sVdPfHAjME5rp1LJLvf/JRd675NKHH36YlNcHDx6g1Wrh5s2b2NzcLAQl7KNmORiriajCsiKBztWjR48AHFYyrK2tYW9vLwkKHNgfPXqU5kbRvjBVoDlQWzFAeasDOoMT9nNy4PVEw0DgZcLyUqsEdMJBzabonEKcx4B2s16vp5nZ+eDyq41GA8vLy6mvEyg6XJwPhQIFyz4Z7FQqlTQ5Y7PZxOXLlwEgrcJgqwz528g/LuGsFVFaAaQCPLOzOgmUOk6BwDygmUXaR7Wf5BGFLm3be/r0aRLVaT9Ho1GqkmWbQaVSwdraGs6fP48rV67g3r17BbvMiYk5JvA8uM48s6eNRgNPnz5NPOd4wPYHW+3EMUOrfoCj4Mu+R8622+20AppWNobtDMwb5CUnP9TVCwCkOI2+obbEMV5kZcG1a9fQarVw48YNbGxsoFar4cKFC9jd3cWNGzfSqmTtdhvnzp1Lvur+/n6hxXZzcxN37tzBrVu38PHHH+Odd97B9773PVy9ehUffPABAKRJiWl3bRKbQqT6rIS1n2o76X/PMnkisRACgrYleEZeM57sJ7P/NA3IOUkUgMLzlZUVXL58GRsbG1hdXU1tDwxa+D3slR6NRoWybOCotIT922WlHqpweSVeNlOipSR6s2qAEgicNshDwgYq7AGjAKb7HxwcoNvt4vHjx8k54QondFS4FvX+/n4qsbY9WSz1pIP16NGjlF3N88O+sUuXLqXAp6y9qKz0UrnpTQylr8n/4GfgNKFZE73fNVPBAGR/fz8JaLRhg8EADx48QK/Xw/b2dlodATi0eZubm9jY2MC9e/fSUsi0lXS+VJiz361BE19z7gQVP/g5y01PlLfzHdiHPY9AYF6wJdC8BykUaAWfcqfb7WJnZwf7+/uFalkKdKPR4eoJAFI2k3aQEyRycjVyjG27tJHr6+t4/Pgxtre38fjxY9y6dQv37t3D+fPn8eDBA1y5cqUwd4r9XbP4tCrAe/5sVAYFFgVqO70KGvX52E7AB1ctuX79Os6dO4eLFy+mCRjZCr+xsYFKpZJEv9XV1TRP19LSUrKlw+EwLefIltytrS1cuXIFy8vLaDabyPM8xa12aXJbVeBVzzK+VMFdxXitFpoFCyEg8CJpvxahk7NxELYTR7GMen9/Hzs7O2ktW534if/s/f39VLLF4GJ9fT2psQDSZBd5nqcZcZeXl9PcCbVaDR988AGuXr065iTZ36WOjs2U6ABrVS6dPJGfCwROE15pl/ZIM4MyHB5Obrqzs5OcHuAwG1Kr1fDZZ59hNBqlFgfyanNzMwUnlUqlEMSwxYgg3xjAUFAgd9rtdkH4s0EEMyqWm7Z1SDmqYp8OtBGgBBYB5Jldeo1Ow97eHvb29grtQxTJtarg8ePHaWk5Bij7+/tpiSmdRZocY7BDe6zraiuY0bl79y62trbcUkmPm7bcUjmp1XtazRdtf4HThBXvCF09QTOCuurYaDRKK4etrq6mhNW5c+ewvLyMK1euJDGg1+ul5VHX1tawv7+PS5cu4enTp7hw4UKhxXAwGGBraytlN3/84x/jtddeS0GLVj54QYS2DNmWPhuQqG+rqxXFvCSBRYHaBw20NQNP4Y0T9VM84DLir7zyCr7yla+kJRbpt1IcZ6WQvmYiGkBqPaLdrFarafWVSqWCCxcu4Cc/+QmWlpbQaDTS6n+ebVX/Ve2mVvRpm4IKfHbuwVmwEAICS4m1BUDfs4KCDrrAYakJe6tHo1Faz7rRaKRsJC/K5cuXU+CysbGRlo7c3NxMLQ1bW1tpSbnBYICnT5/i4sWL6XyWlpbwySefjF1E22vNc9TB1WZRbImXFRVsdjQQmDfsPa3QTIqWfu3u7mJ3d7ewhJyWNQ8GA+zu7qZ+aA6ywKFYwMGSmRNdVofOV6vVwsHBQapSOHfuXCrBvn//PjY3N9O4Yg2FOkLKQT7seyocsKXBMzSBwGnAigcM5tkeyOUN8/xwUuCtrS10Oh1cv34dOzs7Sbzb3NxEs9nExYsX0el0cOHCBTx9+hRXr17Fw4cPcf36dTx48ACvv/56KrW8e/cubt68idu3b+PmzZu4e/cuNjY20Ol0sLq6moKHra0t/PjHP8b169fxgx/8oMA3YHxG90m8tGKftZv22IHAPOGJ7fY9Pmfyi5WwFO+azSZarRZWV1extraGZrOJS5cuoV6v4/z588jzPE18urW1hYcPH6bJhrn60IULF5DneZp8sVarYW1tDW+++SbOnz+P119/HZubm7hy5Qpu376dlkheWVlJs77refN8LTfpp+t7dr4DTYiFrQycJsomT2T5v85NwMy/zi/C+UeuXLmCL33pS2kJR4oBFBys78v2WtuCPxodzYXCBBpb/mq1WvI3WfEAHCXP9dxtklo5avnJ91Q8OJMCAlDufLO9wV4MOgnseWRZM2eTbTQauHXrFr7yla9gY2MjbeMFYhkJZ5qlGrS0tJS+hxeSSi/7RG7fvo3d3d00mZuWp3EgtdlL7Z/Wvk5VZbkf18xlpsjeJCEmBOYFOgxeuxBQrBYaDofY29srBCp0aDY3NzEYHC7t9vjxY7zzzjt48uQJ3nrrLdy7dw+vvPIKnjx5kvrGGOCcP38+rajCSqN6vY79/X1cvHgRn376Kd5++2386Ec/whtvvIHvfe97ePXVV/H9738/ZUmVN958JLYiiJO56qDKfTn3AVuu+P+wveaBwMuGdUIItTW0jyy/VAeH5ZNbW1u4efMmAKS5SZaXl9OEh5ubm1haWsLq6mrBMWIl3/LyMqrVKlZWVjAcDlOGhvu0Wq1Uerm9vQ3gUPxrNBqFKiGv7Nm29ekM7lpayvJvCiUa2ISYEDgN0EFnoknFBLb3qQ9LX5OVP5yH5NKlS/j85z+PmzdvplJmzsROkUErhpjp5IM+s74mv4HDysCNjY206sP58+fRarXSmMHfQjtobaPaVOWgCgm0m3aeoZj/IDBvMNNfNi+JbbXTajq1nTdu3MBXvvKVNJ8eUJynzhMK+P3AkWjAJJxtAWSyrdvtppYmzr1H7miFrsaSto2I3NT3uf3g4KAw156du2WS3VwIAWEWx1vLMPh6OBymwVnLSzY2NnD9+nX80i/9Et588800KOu+dKQoEjDTyf3oJOV5jtXV1VTKube3l86J4oE+bGuCVyJtlVlVhVRciEE1sAjQAc2uisJAmvc15xshX+jYAMDq6ipu3LiB1dVVnD9/HlmWpQlJ19bW0hJwy8vL2NjYQJ7nqUqIkyNSJBwMBlhfX8e1a9dw7dq1NLfJyspKEhzIZy3l9loQrEJrB1kdbKMEM7BIUHGPmQq1JVoWCSCJ5uzB3Nrawhe/+EV86UtfSmtVDwYDrKysYDQapUBibW0tiQMA0naKdCsrK4UsDUUEXV2l0+ngs88+w09+8pMkKqytraVKP+Wn7atWZ8hW9fG3WmEvEDhNkJt09DVjyHuY/CQf6MMuLS0lX/b111/H22+/jc3NzYKvSxurK6OUZVb1ufqhGqQw80pue+22lpve+5MqEYKbgUUA72GKB9ym8+tpUM8EM7n62muv4ed+7udSJdCkB3mic/l5yPM82ULaTSat2KrbarUKyTuvDdfza714U31abcU9TlvuQggIQLE0uqy3wyoiWpHA3pPl5WW89tpr+Pmf/3ncvHkzqTx6bB5P2yH0oths4mAwKMyHsLe3h9FolIIc3Z8XS2d1tyXRds4DVYja7XZSbwOB0wbbi3RyNr3ftZ86yzIsLy8nzjE7Uq/XceXKFXz961/HW2+9lbIk7KGmgMfBnIGHcptVQhQDKQ5w1mhO/JTnOT744IOU/WRgU8ZNz0myYoFmPmNt+cCigPc1ealOOx0AnUOIgT2Dk3PnzuHNN9/El770pTT5mhXVOWGwTsymIgJ7tRl4kJdazknH6eDgAMChkMDzYMm0CgSWl9rep5M96bwHnU4nZThDeA+cNrzso/qWfGhSiz4mRfeVlRW8/vrreP3117G8vJyyovRfyS2vjNmeB31c+sK0pVmWpdW++v1+qk5Qm2jnNVBekqvKRSu6U9gLuxlYBNCn1UoB2lH1c/VBrq2treHzn/88fu7nfi7NO0J/tEw80Mn/yRttZSA3aatZ7QAcrrigE4pT3APGqw6szbQ+rRURtGLopO24CyEgaLCu8whowEInggMy/1LB5aB7/fp1/PzP/zxeeeWV5LhwkCN4cSqVSsrS8Hh6IfmXyzyylIR91xQQyrKXXv+0zWrqNjpBnPDRXsRwjALzhpb/kx866NEJYpAPIDlELIGmePDGG2+k9zUro9tY0sW/drkrAGM9auQwBQKuY8++UTo4tuzS9oXZwVb5yYGWDpRtJQpuBuYN5Y86J3yt9pN2kuLA1tYWvv71r+P1119PM7Uz+8FJFVnRQJCfbCkkP21ANBqN0Gg00jHy/HDiRE5yzMlUOd+CrcCz1QVlWU3+pd2kfxB2M3DaKMtkajbSTg7OfSnafe5zn8O7776bqum4LzlKW8QKPwZFtNP8HtpmVuwySGHQQP4Mh8Mk+Ktw5wUpKupZ7upDuakITgZOCxQQCPVBCRXcKYZfuHABX/ziF/HFL34RrVYrCW5qBzXrr+Keigjq/5KbrD4AjqrrKbpzbj+23evcBeqzalVtmV/rxZvKa5s8n4aFEBAAf8ZXLZm2PYws4+I/fXl5Ge+9916aDZM9ZVwuTss0eEzN0miJCWeU5mCug+He3h663S5WVlbSQDwajQoVBLbXhAGI9larWtvpdNL6uLq2vAYqPF/PQQoEXhaUg3RerHjA/cijarWaVi25du0avva1r+HVV18tOEBUYenUdLvdtJwN+UrucfDl/lSJtU1iNBolcW9vby+VY9NY2Jmgta+a4gC5S/7qe3t7e4XBVh0pqzoHAvOC7a1kb6du07Y9ALhw4QK++tWvFsQDtiJomSUdJJvRVJGCXFShUccBCgoU32jjOC9KlmVjM7TbrKfOF0Ru6t/9/f3kZOmD5xu8DJwGVCSwCSxbMswMY61Ww/r6Ot5++228++67hTm2mJmkvdN2CILPKQbyu7XNQSd5Gw6HqQJhOBxieXk5JdZoO2kXVdjTSj1y285Tov4wxT1rLwOBeYM+qHLErlyUZVkS5tbX1/GFL3wBb7/9Ni5cuADgaJJiFdw9P5D20CbitGqQcSTjTvrU3W43+Z2sfqAYrzGpzkmiVbZ2ZSJNWpPzbJX3hAM95zIsjICgJ6kOir7Hi8xMCoOImzdv4r333sONGzfSRE7a96xKkP1OLc/md+tgyz5PBjl7e3vI8zyVbdpgxFN97IXU5xxovSxKBCaBRYNmSyxGo1Fa4q1SqeDGjRv4xV/8RVy+fDkpvqr2Kr91zWu+Jm+5r5aZ0QljAMRBkYEE2yfoUHkVP/pXuWlbi9iDRuEguBhYRFjjz3YCXT/61VdfxVe/+tU0aSJ5WZZx0AyKHlsFQ82w0jFjq5FykzPN53melqbT/muvrc+rCLJ8j9ndA4sIbbdTAQHAWEBPce/ixYt477338Nprr6UWIRUBvOoazZzq+5p883xa8ouBBP1pBlj0azWbaXnoPVfxgNzUCoxA4LShwbK2AtF2McF15coVfPWrX01LnbJ6TuG15tjWIu89Fd4Zp1J0z/M8tS9QcLeVQWXzGlgbamNOW3nwPHZzIQQEm9XQTAaAwmsNIK5evYp3330Xb731FpaXlwtBhiq0Cqo+XvYUOFKWNPNKI8AMJ50xAGnGZ6vyaGDiqbN23oP9/f1CX45mN6epQIHAvDBJQOCg2Gq1Up8YV19gdYHex9apskGKHlMDGYoLHMy5Ksve3l7iJ1ddoQPkcVP/6mRsKigcHBxgf38f3W53rE8sEDhN2MDE2jzatDzPsb29nSZju3jxYoE7FO/0vvbuca9yr0yoZ/Ufubm7u5uq97h6EfuvmcH0Vj2xAYrNfDL4UWcoEFgEaMDuvacVtEtLS3j99dfxxS9+EdeuXSvcy7Q5upIDgw+dBA5AYXZ5FR/4Hj/PBByFPU5+TF/XzjPilUDzryf+8bi6WlogsCiwySl90D7dunUL7733Hi5dupSq8ejHElodZGNKuw95rHZS5zACiqJju93G7u5uqs6lgEA/VStlrY20Lbsab2pl0PPyciEEBGD8n8yLxEGPF4dlJZ/73Ofw9a9/HdevX0/H0JKUsu/QEkuWRdvyFT4HkEpKhsMhdnZ2sL+/n85LlaBJyzJyu/fQJRttj5mKB1H6FTgtMDgAUBgAOdhyObZms4lbt27hrbfewquvvopGo5FKs/r9flJXLT+V7zqhDP/aCiJbuVCpVNBut7G3t4d2uw3gcIK3SqWSyie9AdUOrFoOxtJNLj/F8k3Ca12w8yIEAi8TrKADxudDYGZzaWkpTZS4vb2NarWaMhr2fmbwwewLt3MbbSaPrbbScprHAw4ngnr69Cl2d3dTu4TOTTItk+LZTVYflM1LEqJ74DTBIFz5AxyJbtpee/nyZXz5y19OVQedTge1Wi0FJQwcrG3RdiVWDbA9wfqyTJwBR60Qo9Eo2U2WSVNwsIKBBi7krG3106paXcpxUll0cDUwb3DuAeAovlRBr9Vq4Y033sC7776bVh+iEMiYUY9VBm1Z0HY+5aUN4Ln/0tJSSlgPBoOUsC4TD7yKd09I0FZd2yp/kokUF05AYFDOfywDkyzL0trSt27dwi/+4i/i3LlzhR4SBhy2H0UdI1vOZbM2VjmiM1WpVArlJACSgqMDpj600sC2LGjbgu0RmyYexGAbmBeY5fQmmOFAXKvVcOnSJXzhC1/AG2+8gdXV1cLn1IHwyrrIRc2y2CBFe62BYlVSvV5PjhAzKewT1QFVqw20T9MT/8rmJPHEghAPAqcBckyDBS5bWq1WsbGxgbfffhvvvPNOmg+EgjiDCH2os8Pj28nXNKtqxwR+Ru1mo9EoBCnD4TDZ8UkVQdZuaiBD4V3Xldd5DybxNBCYB1iVqq0HWj3LgODq1av4yle+gmvXrgE4miDY+qX0YdW5Jy91HKCIYLmpbUZ5niehgXMG9Xq95Ncq71Tks9U/nt1UYY+ctcmBMrsZ/AzMA7Rx6m9yTpClpSW8/fbbePPNN7G0tFRo0dPkM1Cc38A+10p4JrZVNCS0LUk/ByC1AOn3skWI/LL+bVkbrhXebbxJHtr5jqbxcqEEBP4AlvLbkqvBYIDXX38dv/RLv5SWtfEEA70x+E9SwcBzmsrOR5VjCgasgtBJnjiYqjigyqyusMASLw60PG70hwUWDep0AEfOCAOKer2Oy5cv42tf+xquXbuGLMsKEyJaaOAyiZva96kOEM9JB7t6vZ7KsjQjqxOt2YmfLF81q0LxgEtb2Rlqw9EJLCIo5mVZhq2tLXzlK1/BzZs3C0s/ldlLtZsEX2uv5jThnZzv9/upnYmVPL3e4epCdN6s82OzmHYCRW1b0MqDQGARQSedAYpWBgHA5cuX8fM///O4cOFCqiDQfcsq9ax/SyFhkk+rHGaVLpclJwc1MWaDEvVjy2yncpPCgU2EBQKLAK2g1SUav/CFL+D1119Pqx0A40IBcDSvCLlmRTG1m1p1ZLlpP6t2moI7YSdItC1EZQ8bbyo3bULuuJgqIGRZ9lsA/hKAe3mev/Ns2xaAfw7gFoAPAPxqnuePs8P/zD8B8BcBHAD463me/9dZT0YrBOw/vtVq4datW/iFX/iFVP7IoJ7BCgdfezE5uKqyy0Gag7Y9D+BowGb5NS8o99cJY8qCES/DaUswqdQGAsfBPLhJx0YHW4oHtVoNV69exde+9jVcvHixULZMzthj2cyDCgaWm5pd9QZpBvbNZjPNV8D5FjhHgmZSlJtlbUesPmC1EQUJe/6BwCTM024+OzaAw3t0c3MTn//853Hr1q2CoEdQACizmerM0HaSm5qx8QIcPmjPlpeXkyCnbUwUEFh9Z4U9zwmivdXqg+Bj4LiYl910vjfx5/Lly/jqV7+KCxcuJEFPRQNb4cP3beaU26y4V3ZOFBCAw2ol+qf6Ga2e5SoNXkWtXVFMuantG2X/j0DA4jTsZpZl2NzcxBe/+EW89tprBQ7ZyjpbbaDxqhUQbFUffVwP/Kwmz2njKHAwFtVVF5R/XqW7rRria5sUOykq03fBtwD8stn2mwC+k+f5GwC+8+w1APwFAG88e3wDwD899glVjmalpbOxsrKC69ev48tf/nJaf5NqDIBCCSP7VLTksazUo+yfb8s/ut1uYbImOkgcLHUSqLKeap0cSvu1ecMAKARFdOA0W6TlJoEA5sRNHWC03OvatWt47733cO7cuZTl11JkO3uz9lLq/CF2X4+bXrCv7UO6UgIHbivuecdSJZc856RSXuuCNRTe+4EA5sBNzXDQZm5ubuLdd9/FrVu3CuXDfE6e0a7QKbFzEFjb6U2aZh0WtZ0M9rnEotpO2rayz5fNJ0QhQoV3tfc8rh1nwm4GDL6FOXDTzkHAir21tTW88847OHfuXPL/eH+qTbRctP6t+qneXFxlIhztplbKUiC0x7BLNOqxNCPKCd/oJ1vbqH/DbgYm4FuYg09LLtZqNVy4cAFf/vKX8eqrrxZaCsg1yz1rR9V3LdumSSvbYqB8G41GKW7U1nbrzyo31Ybq3CPkJyuDWB1kbaPGn0Cx0mkaN6dWIOR5/gdZlt0ym38FwJ979vy3Afw7AL/xbPvv5Iff+B+zLNvMsuxKnud3Jn2HDrRadVCr1dBqtfDmm2/i537u59J6m6rkUK3RagNbcsLB0fZTe71m5renEhKuk2sDIl5UO/FMmaOlZV7MjOoF9AZYIgbcgGJe3LQOUK1Ww40bN/C1r30NS0tLhVYifgZAIUgBkEo3ef/asi4t3ZyFm+SnigeEnfTJqrVe+bQtwVReegKC9wgEgPlwEzhyhKrVKpaXl/HWW2/h5s2bhcyJ9nHadiC+Jl+0FNq2+mkArhUN/B4Fnaz9/f2xXmgA7mRPNiiytpRihLb8aTmmtaU8r+BoQDEvu6n8YTJsdXUV7733HjY2Ngr2ylYBabWB9/Cqf7znHuhb6vxbWhWknFS/1hMRtJqWvdVWsLNVCJaLwckAMS9uNptN1Ot1XL16FZ///Odx/vz5QlzJOFMn0QeOfFjPjmoMaiv2NAYtq9zjcwAFIYBxr/Vdrchok9/akqtCofVr1S4f106edA6ES3KR7gK49Oz5NQAfy36fPNs2dkGzLPsGDlWjwoXgYNtoNLC+vo4333wTb7zxRuFicgC1gxRLvtQRUqfJOlHexbSgk6I3kooItgTTKr4cYBmcqEprB1ur1gYCJ8AL5yZbAugEXbt2DW+//TZarVZhAFIRQQU88kx7QlXEs3Mg8PPTuMmgh/uz3AtAyqx6VUXWGeKSU8xuUoywA3sEIoHnxAvlJiuBsizD6uoq3nnnHdy6dct1EJRv2g6k28g9/YwK+p4dJWx2nwKCcl/fs6ujaGWgdZTIT1sabX8nzz24GTgBXig36ceqeLC+vo433ngDV69eLYjs8vkCt/i3VqsV7I4NRmy74LRKG4pvPId+v5/sr7WZXpm0FQ5oN1XM43l41QaBwDHxQrlZq9Wwvr6OW7du4datW2g2m4kDnHy7LGak2FYmxFvbaJNiNua0dot2k9u1oiGTtlxbGehVv+vkxRQD7fGt4H5cPPckinme51mWHXtUyPP8mwC+CQDVajXXi1SpVLC2tobXXnsNt27dAnDUE9br9ZLTZC+qOj7PvqNw8QGMOUIznGcqO2m1WgAwVmbmBSV2m6q0qi6pYBABSuBF4kVxk0E5V0D54he/iI2NDXdCRK0e0DkR7GyzOvBaQWFWbjIQ4TwI2r7gzR49qVdM15SnUquDrQ7wwc3A8+JFcLPRaOT1eh0XLlzAW2+9hRs3biSRW4N+ry/aLkVl+zhVsPcyKGWOEJ973NTPlNlJy1G1ndYR8ngZbQqB58WL4Ga9Xs/JnVqthnPnzuFLX/oSLl26VMhS0vbZCYMZiHAGd61G8Dio9/0k+0mOsHVC15YnR8uqgGzAookxm+G04l74tIEXgRfBzfX19fwrX/kKzp8/X6j2sXPRaRLLCgZ8X/1YblNbqWKCnWtPoZUP5BGXQbfcLOMjz59tDhpv0hZ7gsXz2M2TCgifsVQky7IrAO492/4pgFdkv+vPtk0F/2H1eh3r6+t4/fXXcevWrTTQAkeVBba0mQGLF4joNuBIESJsptNrG2i324UbjU4NgxTb16KZFRUOdN4DW2LJYMXrDQthIXAMvFBusgKh1Wrh1VdfxRe+8AWsrKwUhDrLRx1UuZ/NntgKBP1L2Nf2/s/zPA2OGxsb6PV6SVDUDKdXJaTC3v7+fqFXW3nI36dByySOBgIT8EK5WalU8Oqrr6YSTDoatvpHBQUAyRFRLqrT401savlpAxR775Obvd7hygv9fj85RFYoKJt7odPpYG9vD0+fPsX+/v6Y6K6BD0VDYDxo0SxvIFCCF+7TskJoc3MT7733Hi5evJjeU3tBnqoTr/ybxE/aO+WjN3mxfc7gf319PVXusbpHxXVyUf1cXYJc5wuybUW2opZctMKfPcdAwOCFcnN5eRmXL18GcGQrdMUFK8qpeKeVdeQhE2nWl+VngaLAoLD+o072rUsv0y/V+YI8W8oHl2dVG6wJMS/etOczi/h3UgHh3wD4awD+8bO//1q2/3qWZb8L4BcA7OQz9HECwNLSErIsS0rt9vY2ms1mujgcQMuUEq8CwcuM6g3CfRRWQNBMZrPZRKPRSAMu37PlJHYCKu1D4XuAXxbtOWIRoASOgRfKzSzLsLS0hDfeeAOf//znCyVeKhRoBoUg13RAso6RF6QQejzv/teBdWlpCb1eLy33yoFdOen1jFHk00kTVSTwhAI9n+Bm4Bh4odxsNpv48pe/jLW1tUKQrC1FNkNCaIZTs5raSqRCvAr53vHs/T8aHfZYMzGg86RYW2knm7IZTp0Rnscu4yXPxeNrIDABL9ynzbLD1qIvf/nLOHfuXNpOHlnbp1A/Vdt2yVvluP2sFfS99iJyk9VBmn21dlMnjLOtf9qKy2PPIrSH3QwcAy/cpyVo78rsBH1bCwoD1oaqGDhrvKl/GfzzO7RtPs/zUl9W2xh0clSdhJFQEcH77cfh6CzLOP4zHE5gcSHLsk8A/EMcXsh/kWXZ3wTwIYBffbb7t3G4pMaPcLisxt+YdnzFxYsX8e677+LChQuppEQHSmB8MLQqrlYo2MHZViM8+32F43kCAgWA5eXllL2hgGDFA1uaSSfIzkQdGczA82Ie3MyyDG+99Ra+8IUvJPEAGJ8YyRssCd7bZZz0Mpw8pj2Ogo5Qp9NJVRHkXZZlBXHPln3phKZ2YrZpAUogMA3z4Oby8jKWl5cLJdGKaWWJKurZuUdsy4JX9WePZY9LZ2Z1dRV5nqfqPRX3bCug9nDyYYMU/Y7gZeC4mJfdvHTpEt555x1cunSpEIRMEwD4eZv08tr8PPFhWsVNnueJU91uF3l+NHmiBinkpibR/j/23ixGsmy7Dls35ikj58yqrKqurLm6emb3e81HkJJpc5JggzYkCJYMwzZs8Mf8F2GYsqwPw782ZMjgB0Hqw5LlAZItkqZtGiYFCE+mRD6+7jd0vx6qu2vMeYh5uv7IWifX3XluZFZ1VWbU41lAICLuHHHvPnvvtYejxJ4txfURdkFOA54Gp+lvEr6grcKXNcB3S9Lb10lsWh0P1KekbqdsMrvHV1rEzzqDA/fRWReeN6F+klkY/nrKqn/Ds20M4D992ouIooN5OF999VU3n7w2RwNwJGVazuleadFLNYLG1aHYYwOHBALro5U44A1NS8FUQ0in1rBpXMFBCXgWnIZsVioV3Lx50/UdUcZWn1mfMaNymdbnQB0Vm3qZNtgSHFxJzgFwMqjRTiubNhVM06jTxpaAgKfBacgmcCADuVwO/X7fdw3usy+SogaQjaAQaeVFVtat3Fi9SflmPbed6spHJOh7Wnnfs9ZuBvz5xWnIZrFYxPvvv49arZYIaNF+tBm1apdacoHv42RT4ZMJqzcZoex2u0fqv336kjY599FpV302rbURgg4NOAlOS2/KMY4lENL2oz5Su5Y4qU2rTj1ljP0LarWay96jfI3LqLUEwrhSouelN792E8XngWw2izfeeMORBxbKzkRRlGgApSkgabWbhEZaiOMeHp7z/v37WFhYcA6H7VrLCCZfWrag6SRpDdrSjKNAMgScJQqFgjMwtBmbDnr8rlkFwOFgqc/xOGfkJBFTG+kEgAcPHmB2dha5XM5Na8daTho6ShxwTlydTlUHYjpAKpc0ovQ6glwGTAK08RNhjYQ0R4N6U+XXGjk+mQWSTo8lJ0iur62tuSmyOFMKs4OsocM0TPYM0saJvV7viFzaKCc/09kK8hlwViiVSiiVSu55Jyir9nlVWeL2tD1J9FmSnjI3Ti71XAR12VdffYV6ve56NWgPBK2z5nXb2Yq0tEhJBluia2U1yGXAWYJZNvxs1/nkxdq0Krc+u1X9UAtfkI2gPn7w4AGmp6edrqRta3vtWdJB/U3NIPL1O/AFy9Js3DRMBIFQKpWwvLycylbqD0mLpOi7HWjVQXlaJ4Ws697eHlqtFvL5vLuhNgPBRlRsiqamR/tYoZM4JmHQDThtqEGg8A02/O6LlADppQ5pqZy+69Dz9/t9NBoNl37JaGwURQlZ1AiK9j9Q0kAHViUPfAZQQMAkIO1Z9D2naYYOl4+TPx/pZ9Oy9TMNlt3dXXS7XdebhA3frIGj6Zk6hZxmBfEcSiLo7wqyGTApoHykyZQa7NbhV9vVbucrWfBl/vnOx215vFarhW63m+iDQOdK+x5oGrV1XmxU0+pQ3zUEBJwllEAAjmb/+J5TqzvTGgpr0MyHk5B7g8EA+/v7aLVayOVyib55NuvAljVouUOafKb9xmexcSeCQMjn8y4KQuecOM6x5oAIIBFJ8TkwxzkoPJ9CswpsvYkdWG1zNu34Pq50IRg+AZMKDjhpbKrvGbbknXUAfPWdJ0mp8hkkzPaxDaDI3FI2VYbtzCk2GyjIZsDLAF+0xK7Xzz79pxF7ha+u2hcl9Z2LYMYBjR9GUJTc0wiJNoCi7vT1JdHzKYkQ5DRgkpBGqNtonw1s+cg6myVk4SMh0kBdx9I/yilJeF9DcDt7kZ2VyDopQXcGTDJs1D9tnQau1a61Ni1hg9YW484FIEHcWZ/T+ps6Q4r1N7m9JQzSgvTPiokgEAg6KmkZCGkRFO4LHL2BxzHBegw9DqG1msrO6nK9mbZpm7K54xyUMNAGTCq0HCitL4G+fASBlUPrjGja8dNcF3sgsAbcRk98surrWZJm/ATZDJhkWMeD8D23vuc4Ta5929mSCLvenovZBlqCaHsf2AwEzQrSXkM2y8BnFKX9xoCAs4BmDdjn0keq23WEDYwd55gcJ5vWJlW5BJI2r+0jpLZuWvZB0JsBkw6VF+1TcJzeVMJ9XODLljwQafYzoXIFJGVRewdZHWqzbX3lCjYL4XkgmgQhj6JoH8BHZ30dXxMLADZO8XyX4zhePMXzBfw5xI+BbJ62XAJBNgNOAUE2nwlBNgNeOIJsPhOCbAa8cATZfCZ4ZXNSMhA+iuP4vbO+iK+DKIr+5cv+GwICPHipZTPIZcCPMYJsBgRMJoJsBgRMJoJsPieMn9MwICAgICAgICAgICAgICAgAIFACAgICAgICAgICAgICAgIOAEmhUD4jbO+gOeAH4ffEBBg8bI/1y/79QcEpOFlf7Zf9usPCEjDy/5sv+zXHxCQhpf92Z6Y65+IJooBAQEBAQEBAQEBAQEBAQGTjUnJQAgICAgICAgICAgICAgICJhgBAIhICAgICAgICAgICAgICDgWLwQAiGKol+KouijKIo+iaLo157XtmeFKIp+M4qitSiKPpRlc1EU/V9RFP3oyfvsk+VRFEX/7ZPf890oin7i7K48ICCJIJtBNgMmE0E2g2wGTCaCbAbZDJhMnFTeXga5BF4u2XzuBEIURVkA/x2AvwTgDoC/HkXRna+77RnjtwD8kln2awD+II7jGwD+4Ml34OC33Hjy+hUAf++UrjEgYCyCbAbZDJhMBNkMshkwmQiyGWQzYDJxUnl7ieQSeIlk80VkIHwTwCdxHH8Wx3EPwD8E8MvPYdszQxzHfwRgyyz+ZQC//eTzbwP4t2X5348P8G0AM1EUnT+VCw0IGI8gm0E2AyYTQTaDbAZMJoJsBtkMmEycVN5eCrkEXi7ZfO6zMERR9FcB/FIcx//Jk+//PoD34zj+1bRtK5XKfzw7O+uW22sad42+dV93f7s8jmPEcYxcLodcLocoilK3s+++9eP2Pe7a4jjGaDRCq9VCr9eLjmwQEJCCZ5XNubk5AE//vMZxnCorafsdNx75zhHHMbLZLPL5/LH7+WTTvj/r9fGYjUYjyGbAU+HryiYw/jl9Fh2Ytu6kMnpS2dRt7f523UmvRZdHUeT0ZpDNgKfF85BN4GQyeVJ7/OvoTC6jbI6zafW7T0+myebT/DbVm91uN8hmwIlxUtnU7arVakzZpG4Ans4OfNblxy3Ta6C/OQ5Wb57EBkhbzjHAHmM0GqHZbHr15vire4GIouhXAPxNAPVSqYT/7D/7zzAajTAcDjEcDt2fMRqN0Ov1ABw6JJlMBqPRyC0juD/XcRm3870GgwFGo1HifLo9zzUajbC0tITp6WlEUeReeixuNxwO3fm5P89lr4/XOBqN0O/3E9eiN5T793o9tFot/B//x//x3O9JQABwVDZ//dd/PSGX+pzzeQWOGvxpzzlh5YbLfN8BJMYFygff5+fnE7L55Hcktuf18pp1vR137DWPRiPvWMFth8Mh+v0+2u02fud3fuf535SAACRls1wu49d//dfdc2nlU59V4EAXWf1H2bJ6i1D5sPv59KWej9cwPz+P2dnZVNnUbVW2dZzR8/MYOgZxPZfba+/1emi32/in//SfvpgbE/DnHlY2/8v/8r90z2a/3/fqGj6r1tbT77Qb5TwAjsqMT7eq3lNHgd/n5uagzhSPq7B2tdWbg8HgiE62NoK1E3TcoWz+k3/yT57bvQgIMPg5AL8cRdHbc3NzCZvWypA+z0BSNkejUcL3GwwGbntdbo9rdaPKiI8EGI1GWF5ePuJv6jbcjr8DSOp4jhv2/NzW2rT2+NSbrVYrVW++CALhPoBL8v3ik2UJxHH8G1EUfQDgb1er1V/QP1IHVzXmn+x37AX4mJQ0ZDKZxJ/uG5BJWvBlb6Zuk81mkc1mjxhx9lg+w8tiMBgktun1eu51kt8WEGDw1LI5NTX1Cz5DgJ97vV5CJjSSkc1m7XGPvUAeQ4/J598nNxwMdQDX/fQ9m826ddYo8l2bdZT099t9aUhRmQQEPCWeSW/6CGnCOuQqmwAScqJGRJr+9Mm26kpL+lHmstnsEb2pOpffrXz5HCw9pyX8RqORlyQZDAbo9/tBNgOeFc8km91u16s71K7NZA6qiDUSqnLie/51W12n+lG3p+xZgs23vw+0e23QwJIdT/6DIzatdaysM6MOUEDAU+JEsomDtP8rcRz/4uXLl2N93uwz7YPaoJb8VlJc5VnlXo+hcpPNZhN6bjAYJHxJHk9lk8e29q4NIqTJJoDEGMR3JU54rG63C45jPrwIAuGPAdyIougKDm7kvwvgb4zbFsARB0VfHLzsoOpjdQh1RHRbwhoqavRwHW8ivxcKBRSLRQBHDZ40IiCKIgyHQ2fY+AZ/fVkDiNekjFKawRgQcAyeWjb1ubPOQhzHCafcwicLvpQsHo/H4Lk4yOuArQ4PB9hMJoNiseiOrYO8OhXD4fAIQaFOho9I5PXQYdJrVdnvdrtHIkUBAU+Br6U3Naqg+gs4mhlkvxOUCaszKefW8FcDyurpfD7vriOXy6FQKBwhJyiPeo36mddit1OjjLrVQuWYcqnXHBDwFHgm2aTtl2ajchvfct3ePt+UM+orQqP6ur912nO5nFuWz+edDud5rH1pr8XnQKnOVLudx1Odq/Lb7XYDuRfwdXBS2XTbvfLKK0f0CGGDVkCyFFeXcV/qRhu44vNOH9LuByBh4wJJElBL5pWkAA5lnHarruP5rS3qC34roZDL5RI+Z6fTOdbXfO4EQhzHgyiKfhXA7wPIAvjNOI6/d8y2v+MzbNSh8MH+qfysN9M6NuoAqGNvHxKbDkYjSKOqdGAsoaHME40fGmGacqKMjxppNmuBSoD7hsE24FnwLLIZx/HvjDPuffANwgCODHRWNtWpULmxhopdlsvlUCqVkM/nE0YLjRge10d2UE6VELTyq+ODjdZQHjWSEmQz4GnxdWRTHQdgfCqyOY77TCKOny180VM9tzVKKMO5XA6VSiWRhcD9faSEOkeqq3kuJQEJS3pQzumY2FTVgICnwbPatLTTfNFNq/tUJ+q2qjNPYtMqEU851GwhHQNyuRyq1SpyuVxCNq0O1WuxOlgJgSiKjpT5WdnU6+O2JPmCbAY8LU4qm2a7I9kBab6frrOBLDrcabalPU8asQ/giB+ay+VcUIxyJ78lQdb79Kb6m2rLWh2oul7HkF6v52xbll/58EJ6IMRx/LsAfvek277yyivPfC57w6yTYo0hOxCnpZhoxgAAFAoFFAqF1JupRlBaFEcfVm6jqShpN0lvvj6IAQFPi9OUTQvLpNoB1z7TPrLADvAcbBlJ8WX6qKFjyY002bMy6rs+AEfkMhhCAc+KZ5HNr/Osqez5HBWF6iqVJxu1tLKZz+cdsUcjywYKVKatMURoFNOSeRY2EqqkfZDNgGfB08rm5cuXn9u5j5NNXcft9fn32bXAAYFgS4wsOaD7qfyrXlZ5tNeYJm+UyzTHJiDgpDipbHK7V1555ZkfNJ/saZaAjxi0BASQJPtVT1HOmO1O+TS/IyGf2Wz2SCae2rppNrfP7rV6U4NoPpxZE8UXBWWC0hghpn1YQ0P/NCDZtLFYLKJYLB7pJp1GENgMBms0+W4s11uoEeRLuwkImESMG1DTCAQuY/8PLrdEnS7L5/MoFAqOrU0znHyp0D42eNz1++DLKgoImHRYAmGcg6JOBI0TzSCwGT80TqxsWnn3RXwY0bE61Dd2KMFnr5fXpLIZEDDp8OlMSyLY9ZZgA3BENvWVzWYTTorNDrL2sBLtSiQASXLPXuNxQbEgmwEvG8bpTZ+/qaS42p0+m5bHZFDMZgcp4WD7BFkdqcss8f60enPiCQQduCwss+Jbp864rfWwYOqJPb8dhNVo4s1MawxnCQR9tw+NfgaQSNdWcH/NOjiOEQoIeBGwBgiXpWFclEQHMXsO3dZHzvmuo1AoOPm0x/KRe2pw6XE1vdJeW9rMKpRHbhPIvYCzgE8ux5Ffqm9UHq3u0uOrDKX1RFAZJoFA2UwjJnwRknHkgRpD4wwhIJm9F8i9gNOG1UOAP/LnIwUIn5Pi29/KQpqjwXVq02qZA3A0Qmqzj6y9DMCVLLERXJpdq8REyKoNOAv4grrESYJG3O4k/ib1GeVTdac2AdcXM2ptBoKVT9WNar+q/Uz4svrsb7ZjxnGZexNBIPgGFIXeGP6ZJ0nP8LGgOuDl83nv9FTcR29WqVRyfRB8jQ65HfflNtls1g2o+jv0gWLENe13q/FzXE1KQMDzhjrLNlLgq5dOi5JYQ8g+wzQ4OGjaQVUjKXptlUolUWLkIzo060hlngMkr0mNHs1Y0NIklXdbXx2aKAacFqwBYqd6UxlMM3DG6VCFr4SAy4GjU6xyeblc9sqmypAaQJo2qb/Tdz1pPVj0/9DzhChnwGnBOieWQPCV1upnK5e+bQjbTNGe0+pS4EAeyuUy8vk8SqXSsWUPVjZ9eo7bqs2rMqdjhWbThgyEgLNAmk35NHrTl32gx/I1OlX9Z/UmM2Vp05bL5SOBZJ5Ddb+ScDyG/a25XC6hWzULQo/L2cS4bb/fT/0PJ4JAeBr4jB3fTUy78dYYSStlsIMto5z5fP7IDdWHhKmXdEZ4Do2Y6HF9ikKvVa/DdtwOCJg0jCP20gwj3XecIWRf3J5y6ZNNHkfPoev53RpQJ5Ex6zCF7KCAlwXjdKZPb1r5sASCRjzUeWKUk6mY3Ecdezr3llykXNkyIyXoqVN9BpOVzZAdFDCpsE6LLfexmbYKq29sECyNVM/n865Rm41AWtKe59bz89i+/dJg9buddi4gYNLgs1N9+pNEnUJtTMCvR+33TCbjyotUNtNsWvUjNRim/iZlbJyO53Gt3hwnly8dgQDgyB9kU0jGRTntH2fJA1+qNHCQJs0sBHtDdaDW5YTNmtDlGtlMY3Wf9qYGBJwFxpF6+uyrcTROPpVhBY52hea2jHBa2aRsqSza3gqMmNgZWY5zNqwsBiMoYNKhUc9xhJ51XrjO5xxQTtKcFMqmj9yjbPqyKNQx0WlUub9m7/mQRiAE+QyYNFi7UG3bk9i0XE9YPWmdDr6zrxdtaLutOvhqn1L+7PR0QPqMaYTqSUsiBgRMInyyaWU0TTbHlbz7yD0ew0cgaHDKlisQShKk6WS7j16bzaY9rsHpxBAI45hLa+T4utLqn0bYmjAdKAk7ePmyEYDkLAxa82WjG/aB0d/Hd16nGl90YnwDq00dC4NtwGnCF3lUWNk8jjjwMaC+Zb7ohhosNgNBZ2HQzCB7XJIIdhC3y3yZQ3Y74JCsYOpXcFICThNpRoE1MMZFOZXk5rvKjupNG0VUJ13Xx3GcaAbli6RogyjVazwGr0uJdk295DFoOFkyT/sfBAIh4DRh5WGcfNooZZoeTQuKpUU5eX6rQ7VRm8qgJe74O3yyaW3aNFJSgwU++QyzMAScNvR5Swti+WxVyorKp80OUnnwQc+bFrRi82GduUi3taR7FEWuTDfNl/bZtaozdR8l+cb5mxNBIOiA4ruZ4zpd+ggESyLY7RQ27cQXUYyiyNVy2htqa8K43vY98A3mJA64nNfCGjK9Fp1vPjgpAacFlQNgfM8DK6tcZwdd336+wdaScbZejNdkZVMHPZVNlZnBYOC2t/XWdHwUNjJDudcU7EAgBJw20si9NOfDJ5v60uP6jmPXE1ZvUl5KpZKLciqB4CMdbPTS53j4yDzKKnsDcbl2ee/3+6HOOuBUoU5BGvHuC3xZqJ3I49r9TyqbvKZsNuv0JvdXe5eEnOpJe+16fCX1rG0LIBEcU+JAXwEBp4Hj/M1xL0vu+WxaQom5NFjZpBywPwmJd12nvbl4Ttv/yJ7DEu++0sC0gPVLMQuDIo258a0fZyCdZL2FfbDYWbZarR5xUujoq4PEVC9u42suldawhvvzhvGh0Qc+MLUBk4S0bCAuG0f+2XXjjCgAR5pBUZYomzpgU27ssTXFi9dIqHHF62OapmYM+bKU0hRSQMBZ4TgCwW6jeFrZtPLAsgPKpp5Dywl0/mp1ZHzHTVtmiXpbrqBOSpDPgEnAOHv0JE6KyuTTyqYSCCwtot5U4p3nAg71pk82qS+tU2JJQV1mScRg1wacBY4j9nw27Th9aoPXx8mmDUzR5qzVakcC1mqL+soMFSpLas+qzKo+VJnkiwHric9AUBxHHtht7EBqbyhvQJohZM9nMwUymQyKxWLihnI9iQL77jOE9Jj62ZIVvm1tNDWwtQGTgHGDKuCffsoOtuPKGnyDrw64o9HB9Kq1Wi0xX646/ErqAUjIKAdJHo9pnSQFNSNIWV8f+aeMbTCEAiYBJzF20nSjlU2L42STskS9yesBktFIyqaSfSpDVkdaAl5/J9f7iL3goARMEqxMjpO9NL3Jz1Y+ffJq5SGXyyUyELiNZgWpLJJAsHXYSuprLyG+6PT4CHa9plCWG3BW8PmET2PPjst4t1m0Pn9TibtsNotCoYBqterKcmnTamaA6jt77DSy3epNDYrxWFbfHqc7J4pASCMP7M2yN9WytfaGsjaa3y2jpLAOSiaTcfUojHJyuzQDzRIYalCl/U4aUDo462emkgS2NuC0oYa6Ytyzb9OifUQB5XJciYPvOpQh1dlRVDZpzFjHX/fn4M40TR1YuZ1le9Uh0YE9lC8EnBV8Tn6abOqzrPoybbnqTq4DjhpdllCLogilUikhm9RvSrRpeZH+Bj2ONcJsI1QAXr1o5TKQewGnDZ+dmaYriTSdqNtTLn22rB0PbC+GwWDg5DKXyx0JilG+1BnyTauqsqTnJgHvS5HWz/1+35UWBd0ZcJqwhJxvvc/nTMsM8tm9x/mawNGg8nA4TPU3mQ2gcqW9hahfrX1L2DJDHsP2gxgMBk4ujyv9mxgC4STkge/GcTDlZ7st/2DrrPicfSBZZw3ARTlzuVyCreWNtIO2z1nheXnDuVxvpmWBLTurUzgGQyjgrDAug8fH1KZFOSmbaQ6MTzYtO5rJZNzsC2RrOQhr9oHuCxwOpEru2e+WILTHIJTc09KjgIDTwNMYQnY2ICUK0vQqX8fJpo0wMpLCl22GSGMnTcaVwLDrNGXaGk360hrOQLoHnAXSCDefrvTZuKov+a6y4Zvhy57Llh1EUZSYHUUJBO7L8lzg0CbW7VRfcpnVnxrxtNlAqjdDY/CAs8A4x96nH48j47lsnN60sM89g2Kc+pj+Ikk5X6kBcOhvqj1tM4Qoj2nZtMBhKYP29HppMhAI+2f7bh6QPvjaG0cSgTfX59AQ+ocDBzeYjaCUrWWqFo/R6/VSHxBNh+YAnvZA2X15M5U8CCUMAWcB3zNrGdY0mbSDMYCEPJ6E3CPUgKFs0hDioEm58TlVPnJPCQddlnZ+JfV0QA+yGTApsHLk051p0RI1gnyyyWMAhxk/QDIls1QquamPNRNJCXVLuPNzmt6kETUOKpPahyjIZsAk4Dg9mfYCjkY4fTrVR8opqDfL5bKzjaPosHEi90kj8VUuKY8nsWe5P3WzncUsEHwBkwCbcTeOPFAf0pIHvsx3C/vMR1Hk9CYz96ycWUJQofavlt7aa1dZ131VZ55kZrGJJBB8bK3vZvkGYmvsWAdFU78A/7SLNsVDnRSeX1O9eCybWkmjhYPtSZwjhTWE0mrJAgJOC5bY8y077mVlV2XTGkr22PrsDwaDBLmnDCvl1zapsRERG+nUrIVxsDKpg25AwCQgjWznOuuE6HZ2nRIJ3M7CypfOM8/zamaP6jAtZaAsqfHkywhKg09f2szCgICzxNPoSd9nn2yeVD5IIJRKpcR4MI7Q47tmEuhYofI5DmkNFEMGQsAkQJ/fk5B81t/8urJJAoE2LXCoz5ToAw50qc1o12whzTawut93HZoVpBl84zLeJ4ZAsAOWNXQseaA3zvcZgMsYUDbIRyrYQVSvZzAYoFKpuHQvwrefb9AFjk4vxYfBGlbWGWGd2GAwQK/Xw3A4RK/XQ7/ff47/fEDA08PnjFiZGo1G6HQ6LhOgWq0eGVjVMdHvGunQdEg1dDKZTCJFOpPJuH4G/X4/wcbm8/kjsu2DnW9eZdtOC9fr9dDr9dDtdsM0jgFnAt+zNs7A8ZHpwNFmwzYNU/sYWNn3XVMcx0c6SVO3aX8S3afX6yGTyRyZQlUdF42cUE8CSEQzVU9qGib1cEDAi4bae+NkJY1YTyPydN24LCE9tkW/309k7Snpx+PY2cPsbwKSTRQpe1ZvcjslDZh9cNIoZ0DA84bP31RSPM2n1IzwQqGAYrHo9Bv9Td1Hm3v7bFram0qUMzOoUCgcKTkgstkscrncEdmkj2rJfF4Tda/1M7VswRIHvvMTE0MgHAcbSeEyawjpdny3xpAdhHUQt4NYLpdDqVRydSmEppPoQAokO0VrZ1pLGhAkCNTg4Y3s9/uJ/geakhkQcJbgM8geBHzme72ee6abzSb6/T4ymQz29/cxNzeH6elpNwCmOSyMYMbxQd8QdTZyuZxjXzkVlRpXbERD+VQyQaeNA5I12b7oi5J4lEkdZHV5HMfBEAo4UxznpNgXgFS9qM7J0zopQHIuawAJ3UUZtF3buVwz9izRT1A/psmjzUAIejPgLGCfObVVfRFNfc7tOhsIswSC3d/KK5extEhl05YRaPYsnX8tXdDr0uvlvj69actylVAICDhr0Im3zj+f4263i1arhX6/j2w2i0qlgoWFBdRqNa8sqrzyu8pioVBw52OwWgPWURS5c7HpKINXloxII/MUtFEZ9LIku8oktx+XuffSEAhpUIZFyQM6KHwI1BDyRWF8gyFwMCCWy+UjqZjq3Fu2x95Ma7ARmjJib6AaPJYpCoNtwKRAB9her4fd3V00Go1ETxDKxe7uLtrtNrLZLObm5hxrq7LIAZGGDUkG7UhLYo7T3VDW2fiJgy0H33w+nxhkaSipwWZlU6Ml6qDYTCErryEVM+BlhI122lpOSyBY4t3KkE4TpxkIKiNqmNBZ4bo0sp3wyd04uaQMpx0vIOAskZY15Msg0mindVh829sy3UKhkCD3NBCmRIKSCzyutWd9Ni3lToNfauvaEgYSfAEBkwDapMPhEO12G41GA61WKxGRZ6Boa2sL/X4fFy5cQK1W85Lh9AUZCCsWixgOh4neQHEcO11ZqVTcLCnaJFUJvXw+n2gWnpbBpLBZtEq0WzlV+Rwnmy8tgcA/hySBRj75R1cqFUxNTY1NBdObyIHZGkLMQPAxu3ZqxbQbOs5J0eMpCeKrE/MxxQEBpwVbXgQA7XYbu7u72NzcxKNHj9BoNBBFESqVikvH4r69Xs+xrMr2Uk44uFIWer0egAMHo1AoOEKg0+mgVCrh0aNHmJmZwc7ODmZmZtBoNFCv17G1tYVM5mAK1nK5nGBqVbbSIqgcUO3Ywe11IFYSMRAIAS8jnpZA0OgMkOwlFEURisViQm+qrNMooUxqdpAaTGlOiqaG+xpFWb3JqMu46agCAs4Kac86dQsz/JQQsNlBXG6dlyiK3L5ENpv1Zgdp9NEXyfSRExaqA1U2gWTTVUvyjYtyBgScFvjsdjod7O/vY3d3FxsbG2g2my6Qpf22oihCp9NBJpPBtWvXAPj7bQ0GAyeL3W4X+XwevV4P+XwerVYLxWIR7XYb9XodDx48wNLSEra3tzE/P4+1tTXMzs7i4cOHmJ+fB3BAAmr2nu2zp7CBPOBoGwCf3tR+JWmYGALB/vi0QZXRSSUOGo2Gi3rS4eDNOn/+PJaXl90Ay0imZikwoqkZCLlcDoPBwNWKAUCxWHRODdOo1QjitdnaE/2NdErIRjFian+r1lmTye10Oq4XQoikBJwWNCvHpvf3ej00Gg18+eWXePToEXZ2dtDtdpHL5XDhwgVcunTJbVetVtHpdAAA6+vrGAwGmJqawnA4RLVaRavVwvLyMh49eoTl5WU0m03UajU3qFcqFWxvb6Ner2NjYwPLy8t4+PAhXnnlFXzyySd4/fXX8cMf/hA3btzAxx9/jHPnzgEArly5kkghs79Df5uODUoO8n8gi0ulwEG22+26tLCAgNOCjwRTHUaoo6/ZANSTvsw8RjmVaPeVNOhxuYwpmFoXqo58sVhMzC6k2UdKCNhacp/Rw+XUrzqHdb/fd3IZnJSA04TqDcIXHaRtSjuz1+uh1Wqh2+26TLp6vY7Z2dlEvx8NTllCQQNhdq74XC7nmrQVCgUASDROo22qJX+avacOif1dvgxebk/Z1nJdDfoFBJwWbKabLuv3+9je3sbDhw+xvr6Ozc1NtNttlEolzMzMYGlpyWUALC0tuRLZ9fV1jEYjTE1NodFouIAWbdqlpSWXmZvNZtHtdlGv17G+vu5s2YsXL+KTTz7Ba6+9hg8//BDvvvsu/uRP/gRvv/02PvjgA9y5cwe5XA7nzp1LlBPpmKLBLMqolgcTKq/0RelDs8xBdacPE0cgWNhULN7wwWCAnZ0drK2tYWdnx6VGs9xA07xmZmbcYEiyoNfroVQqod/vo9VqoVqtusGxWq1ib2/PDej7+/uYnp5GPp93LFGr1QIAx+7SyPKleNmB3kYpbZ1JWipmaDYTcBZQ5c7ULjrOnU4H3W7XrW82m2i325ienkYmk0Gz2USn03Hbkgzj4Le/v+9ItHa7jVarhfX1dXeccrmcIOq63S4qlQparRY2NzfRarWws7PjyiMePnzolnc6HczOzrrBXscAX421L7piB2NN+VIHSCM3AQGnAd+zpjp0MBgkHH/KARt/drtdpw+r1Srm5+ed06/9SWwE0tdPyH5XR4ZyRfnxRTTttfvIAt/vV9n06UzKZXBQAiYFfG6VCFCDvdvtHumJtbe3BwBYWVlxssn9SQDqdwBHsobUBlU5V7uT18Wmw5RjTWsGkLBlrb60v5PH1pIi1aUhozbgtMHnTQNC/NxsNrG1teXIg52dHezv7+Py5cuYnZ11ZbPtdhtxHKPT6WB3dxfNZhPdbhfT09Ou/GFvbw/D4RDr6+vodDrodDqJbHZmN+zv72Nvbw+NRgPr6+vI5XJYW1vDP//n/xyPHz92dvJHH32EO3fuJJqCW73p8z2tz2mz5m0poJY4pPnmwIQQCGoIKCNEWGO+2Wxib28Pm5ubWFtbw/b2NobDIS5evIhareY6Y1YqFURRhO3tbWxubmI0GmF6ehoA0Gq1sLCwgH6/j52dnUT9yvnz57G5uekG6s3NTVSrVdRqNWxvb2Nubg6NRgO1Wg3Xr19PvUnWoOJgrWyvzwDS1BFLHoQ664DTRBzHbtYPfXY1Ml8sFnH+/HnMzc1hcXER9+/fx9bWFjqdDh4/foxGo4FSqYR6vY5CoYBWq4Xd3V2XHsmyhenpaWxvb6Pb7WJjYwO5XA4bGxuoVCquRozGFbNxgMOZUprNJqamptDtdvH666+jXC67Bo4+mVEj6LhaLwBHasPs4BsQMEmgk0DCvdFoOAdFa5SjKML+/j6AAweF0Xw6IMDR+efVgfGlT6tTo43YbKplGjmgpLyWBgJHU0SV1EvrhxCyDwImESTzGo0Gms0mms0mBoPBkZ4/zNyrVCo4f/48ADgnQrMXSOQx+0jJPX4nkaizivmaI1KutaGaHlP1prXRx5XfhpLcgLOEEmG0aW05Tb1ex5UrV7CwsID79+/j3r17aLVaLtu92+26LIJut4tms4ler4fRaISHDx860q1UKrlg2M7Ojiu/BeAy4tlsnEGvOI6xt7eHqakpdDodLC8vYzgc4md+5mewtraWCJDTBgaO6mhfxpD1N1Vnan+Sk5J7E0EgAMm6xrT1TElstVruZnU6HWxsbKBYLKLb7WJ3dxfAwc2p1+vIZDIuHazT6WBubg7NZhPD4RAzMzMu/aRUKrk6lbt376LT6STSJHlDOBXU7OwspqencfPmzSMZBAqb5skbqgwYcHQaKsuK2V4LYcANOA1Y0qDVaiWmFaVs0CmYnp7G1NQUtre3sbS0hP39fUccLCwsoFQqodFooN1uO+d+aWnJ1ZGxfwK7zDIFuVgsJmRH085YUkSjKYoirK6uAgAeP37sZNCmrdEpsf0RfPANrEr2naReLCDgtMBMIdZy8sV1dMyZEdDpdFyDp5WVlYRjrxFMm3Hgy1Cw+wBwZRM2UnkcgeDLVLAEAoBUubSGYUDAJIAE3t7eHra2trCzs+MyaXO5HGq1GsrlMkqlkpO1TqeDzc1NRy6Uy+VEmW0cHzRq63a7mJmZcY4KAKdLo+hgnnkG0JrNpnNkGo2Gm5pufn7eZUZoKQZLe20qtH4/LptWX3r8gIDTQBzHCcebRLov4l6r1fDqq69iYWEB7XYb58+fdzp1amoKs7OzzpF/9OiRk5HFxUXs7+87Ao5kXaFQwP7+vstiAJCwPykXzWbTlfn1+31UKhVcvHgx4Zdq0EpLFG2Wn+pNJU58ZAI/638xDhNDIOggwh/FAYxOA5fncjlUKhWUSiXMz8/j5s2b7uZNT09jZ2fHOfqVSgWj0QgbGxtot9uJc5E5zWazaDabGI0Oehi0Wq1E/We5XE4YR0tLS3j//ffxxRdfADg6naR2erdOig6cNqtAex6wFoXbsi6F5wsIOA0w44fs6Pb2NjqdjpPLbDbr6inVscjlctjZ2UGr1cLi4iJ+8id/EnEc4+7du/jyyy/RarWwtbWF7e1tfP7551heXnZTS5VKJURRhL29PSeT+XweN27cQKFQwN27d93ACiAxSwKNpH/xL/6Fyxqi3GijN8uuWrLOdovWrAemolFOSWiGZlABpw1NIVaSrN/vo9lsYnNz02UBNRoNNzvCzMyM6/RMXdntdrG+vo5arQYAri9JvV53/UrYvFQzAoCDLKS9vT3U63Vsb29jdnYWjx49wo0bN/DFF19gdXUVP/rRj3Dp0iV8+eWXmJ+fx9TUFGq1miMEldigbAOHsqnTTilBoL0O2u2206GaDh5kMuC0QRtWs2v5LJNA39rawqNHj7C9vY29vT10Oh0sLS0hm82iVqs5fVipVJz+Zanf0tISNjc3ceHCBZflV6vVsLa2hmvXrmFnZwelUgmdTsc1b+v3+5iZmcG9e/dw69YtPH78GNVq1enrubk5zMzMYHZ21jkizE6wBLk6JpRBDTZQXqkzGcgjsal6M5AIAacJ9bUY0KKeUFKbZXj5fB6lUsnZw7Ozs3jrrbdQLBaxvr6Ou3fvYjgcYmNjAzs7O6hWq1haWnJ6jVkDW1tbAA709tTUFFZXV1EoFPDw4UO3HDiQLQa3t7a20G638Xu/93sYjUZ4++23MRqNEj38rL+pv0H7AVkf1NqzKq/cfpxNOzEEgkYSlFlRIkEdah1wMpkM5ufnnYMwGo1w7do1XLt2Ddvb2/jss8/Q7XZdPcv09LSLhLLZU7/fR6lUwuzsLFZWVrCxseFSVGh48QZtbGzgww8/TBg5vjoU329MS63UzAN1YnhTlQ0KBELAaWEwGOD+/ftuesZ2u43BYIBMJuOiFYxc2g7qwGGN2f7+vssW2t7edgzwaDTCzs6O60LL9E0eY3p6GtVqFfl8Ho8fP3b9S65fv45+v49arYbFxUW0223cu3cPa2tr7trL5bLbl9esA7RiXMql1mwqU8168tD7IOCsoM8d9QmNgJ2dHWxsbGBjY8PJHzOBGAEpFosuwlEqldBut/Hll19iMBjg3LlzePjwIS5cuIDNzU2srq7i7t27uHjxYqI/CQBMTU1hbW0N7XYbjx8/Rj6fxxdffIGpqSl8+eWXqNfrePjwISqVCh48eODI9nq9DiBZu2l/ny3vs8tUNjV6okRgQMBpQ+01a+uR4KLT3Wq1XHYfDfdGowHgIGrZbDbd8bgN9ejOzo5zKCiT/X4fm5ubKBaLTteylInZSZyaDoDrg5LJZDA1NeV+g7VrfUjLzkvTpRo8C1l7AacNOuW0aWnXMjjN2YPoG6rO2d3dZ1IrPQABAABJREFURbfbRa1Ww9zcHHq9npt9rN/vuyBTo9FAHMcu+KwZf/l8HpcuXUI2m8X29jaiKEKr1cLVq1dd+QT77D148AAPHz50vf0YFKMtm1YKaIPu+q6+psqkBrFP2nR4IggE/rHA4SClP6bVarmbwwGXUU6yQ3qDeBOZlsWIZ6fTwdbWFvb391GpVNzN5Llv3LiBdrvtShzOnz+PTCaDxcVFTE1N4bPPPsPa2pq7GTR+nuZ32punN9c6KFQUobt7wFmh2+3iyy+/xN7enisrAIBSqeS2YcMYy9zScPriiy+cDLLRzMzMDGq1Gi5cuIBsNotOp4NGo5HIFoiiwymooihyLDGnvllaWsL8/Dzu3r2L119/HcVi0aVtsrENrzOtNIEYZwD5HBjbTTog4CyghoKSzmzgROOo3W5jODzosE79FscxqtWqe5aBA7nb3Nx00dFms4nd3V10Oh3s7Oy49E2bpgwcTOfKrIX79++j1Wphf38fw+EQOzs7aDQa2NjYwMzMDDY2NjA3Nwfg6WXTGj++ddqALiDgrKCyactuSOZNTU3h4sWL2NnZwYMHD9DpdHDp0iXn4ABAvV53pQeUv0ajgUqlgkajgbm5OTe1G2WcwTeW9zJLqVarJXqEMbvnG9/4BqamprCzs+NmYjiut0+a3tRlmjFkO70HBJw2ut0uvvjiC+zt7bmeI3EcOwIOOJyVhLMm2HK8e/fu4fd+7/fQaDSwu7uL7e1tlymUz+edg3///n2X4QfAzeRw6dIlR+T1+31ks1m0Wi1cuHAB9XodX375Ja5du+bKC5mRu7u7i8uXL2Nubu5EejNNJm0mPP1NtWlPQuxNBIEAHHZ6j+PYEQZsPrG/v+8GHQ6QjH4ygkKWh3/MRx99hB/+8IfY3Nx0ddgLCwuu3vrRo0fY3d11pQoaTbl//74jFpaXl10DjMXFRXddW1tbT904TW+ipkzrIGwjnJqyqenWAQGnAc52YmshOTh1Op1EkybbUI31Yevr62i32+h0OigWiygUCqjVaq5sgU1paFQMh0PXc2R3dzfhGL3yyiu4fv06FhYW8OWXX+LcuXP4/ve/j8XFRVeyBMBFVRl5AZKyo4ytyua4SIqSgLymULYQcFZQ3UHyjM8/SxRIsHe7XYxGI+TzeZw7dw5ffvkldnd3XeNhlu/t7Ow4Ih6Am3kIQGKKt/39fdRqNURRhEql4ua3pmFSqVQwPT2NbDaLRqOBc+fOIZfL4Vvf+hYePXoEAEeikCpH4+qoxxF+Sh6okxJkNOC0wWdVa641WMTvhUIB586dw/T0NFqtlut5UCgUcPPmTdfQu9FoYDgcYm9vD91uFwsLC8jn81hfX3dZgVpyMBqNMDs763Q2S5VUfohPPvkE09PTmJmZSc3UU1gHxWYF+bJs1WkJ8hhwFuj1enj48KEjsZi9wwxazipGAk5nGKJt2+l08Kd/+qeOoGcWfLVadcR4o9FI2Mo8N7OLoihyvfmWl5exurrqSvw4nSOz5aMoQqFQQLlcRrlcTvTRI6zuHGe7KtluM9+V8DgOE0EgsCaMNYus8+Kfy+gJADeHLQc21jzTWWH68+bmpqs3WVhYcHPTs8mEOv/dbhflcjlxw/P5PGq1mmsAxzqRXq/nak90Chx1IqxDQSJAmVe9mVxG9odGENPamIGgD0FAwGlgNBq5QY8ZBcBh4xmVASA5ry5TlFki1G63sbi4iJs3b+LBgweu6eFoNHKDJKd01GP3ej0XgZmamsLc3Bw+/fRTlxGxtrbm6s2GwyG63S4ymQx2d3exvLzsFIFPfmyZENcxKkOZ1LnlOS5xespQUhRwVmBWjoLGUD6fx/T0NC5cuID9/X189tlnaLVaqNVqKBQKzthZWlrC1NQUer0ePv/8cydDuVwO09PTGAwGjvzTPifsIM+oTaVScfNlM6vowYMHroSo0WigWq3i8ePHiewga+gAycgtZU/lljqVepXp4PysNa1BbwacNpTQoz3ILFr25dAUZAtO75bP53H+/HnMzMzgBz/4AdbX192UxTs7O9jb28Pi4qLLuKWjMRod1FiXy2VUKhUUCgVsbm7i0qVL6PV6mJ+fR71ed+nXLNWtVCoA4GTHzrqkpJ4SdVo7rrKpupO2BG1cm2YdEHAaGA6HrsRA9QJlVqclJ7S3V7lcdoQ8e49cvXoV+/v7rv9AHMcoFosAkOjjF8cHM6rs7e2hUqmgVqthenoaCwsL+Oyzz1zPvXv37uHSpUtot9vY3d11Pif7j6URfFrCqH0PtPxJiQIlDtrtNhqNhhubNNidhokgENh8otFouBQt/aM4KGkNF28IHRZuMxgMXLOLVquFS5cu4a233sL3v/99AIepKTYqSaKCUctCoYC9vT3cu3cP5XIZ+XzepZgVCgXEceymhBz3uzQSwt9jsw00y8CWMFimNgy0AacNfQbJyAL+1GOdkYEDMh37nZ0dZDIZfPXVV2g0GpidnQWAxACuRgunt6GssJENyb+9vT3Mz8/jwoULaLfbrkEjm6lWKhUXubHQSIimWFo2VuXUvoLxE3CW4DNMMG2SRgPXjUYjVCoVXL9+HXt7e66vSbvdxrVr13Dnzh00Gg188MEHuH//vkuX/Pzzz1GtVnH+/HnX6Z1kQavVwmg0wszMDKIowtWrV9Hr9fD48WPXqZ3GEeuxadT86Ec/QrFYxNLSUoJw1N9lexjYzAMup+zarAPNTggIOG3QPuUzz2xalvD1+32XHaTTMAJI6KJOp4PvfOc7yOfz2NjYcORBPp/HzMyMy0bY3NwEcCA7xWLREQf1et3JJG3ppaUlVKtVFAoFLC8vY2pqCp9++mmiFBE4jMAqbNqzLVWwL5VjTY8OejPgrKG+IB1v+pfAYV8eDYjR0WbGXrfbdc1L9/b2XEBYpzjWY1KmNQOIpUeFQgFbW1uYmZnB5cuXsb6+ji+++AKbm5uIogjLy8tObpllxOsEkplNJ3n5ZFUJ/JNgIgiEwWCAzc1NNBoNF9lTw0Gbn2l6FjMK+AcyVZNM5/b2Nvb39/HVV1/h0qVLmJqact1vGYFh+QOPzeluGo0GHjx4gE8++QSVSgWVSsXNXa9szjjwodRB0xpBGtn0vZTdDQg4bdChJzjYKqGnKV46qGUyGcdmktXtdDq4f/8+6vW6Y1WBg4jH7OwsBoMBOp0OyuUy4jh2BACPRbKvVCrh7t27KBQKrmyBzaRIALIpVRqBoLLnM3qYMWTl0RKCwRAKOCtQNw6HQzSbzUQmjRr4lAHqN3Za3tvbw+PHj7G+vu70JQDXVLjb7eLRo0euPwnPVygUMD09jenpaRSLReeA5PN556AsLS05w+jevXv47LPPXGNiZgz6UjF9smlJ97TsIJXRQB4EnBVGo5HrQdJqtbC3t+f6cNHJ53PP55agHDGL54MPPnCzH5EcZ3YR06G1VIAkwP7+vmtY2u/3MTU1hUqlgvPnz7tpIxuNBur1eqKnGD8zu1dBe0DlzBJ6+tLMW20aeZL+CgEBLwq+snDatJplZ6chBuBklXLbbrfxp3/6p04f5nI513eItihB4oFZgoPBwI0L7DXEQBn7/+XzeRfYZtYtZVphyT1L4OlsRdamtXr2pJgYAoENmmyDFTa3YJ3KcDg80uVdBzkyQI8fP3Z/fhRF+OKLL9DtdrG0tIRSqYRz585heXkZS0tLaLVaaLfbKBQKzkhiVIMPTqPRcEwxZ2ugk2PrNzU1hgadj7G1LJCSChxwbR1ZQMBpgs+pnSYOgBtsKYMkA7iOxgbli2xst9vFzs4OvvjiCzdlFDvLVioV3LhxwzVvZOSTAydlgcYUozuUN/YzYa8TppH56sOs7KX1IdEBlnKpCsi+AgJOA8yy45RojICoYQQcEuM2wtBoNPBnf/Zn+OEPf+jIg9FohIWFBVQqFTezCqOeavCTHGcaJ/VUvV5Hv9/H8vIyOp0OHj9+jJWVFee0UCfqLCx6TUqu++TSZulZHaqku45VQS4DThP9fh8PHz50xIGWLdCOHEdysYw2n89jbW3NZfTcvHkT9+7dAwDnSDAj0GbXMhBXKpWcE8LO7tx/dnYW+/v72N3dddFRlv1Z29anG608qr2r2ykZb/s/6G8OCHjRoA7STFkik8m4/nc67TfJBQauSb6PRiPs7+9jbm4OW1tb+Pzzz13p+8LCAnK5HKampnDr1i1UKhV8//vfRzabdWXxtJm1R1Emk0Gr1QJwGBSfmZnB4uKiW2/JD5XPcTrTRy5Y2bT+5sSXMNBBJzurAyudEJIErO/in8/pNgC47IV2u43NzU3Ecey6z9JgGo1GqFarblB99OgRpqamMDMzc4SM0MgnyQJGR7e2tlCr1dyNtKlc2vRRmR1dR0dEa7CZtq3RJHv84KgEnCaYpaPMLJAsPWDmD7fjs85O0kzrYqom69AoD9Vq1c1H/cUXX7hIS7lcdjIEIJHqac9NYpHyxiiO1oEpCWB7H/iiJirH7EvC+modozTNOiDgNNDv9/HVV19hf38fzWbTEe+UMxof2mvE6g5GNgnKEkkHQskHOiqDwQDb29tO5vv9g+kgWZrUbrcxPz+PtbU1VCqVxDzblDfNzlNHQ9OdKXuUW52nmseg88P/AYALOOjvDnoz4DTQ7/extraW6GFFaGmDDywBYrSSdurs7KzrRVIul50NzONrI2JOd0w5y+VyzjGhXNbrdTx69Aj37t3D7u5uIrvBlhCRkKDcqVxRRlV2VW7Z+4H15SQPbGlSQMBpgOQ3AJcJp2XxtHepk5gxoM49Z1+gj8isOsp8o9Fw2bGlUgmPHz922Xgs6+M4QHnjsZi5wGA2g2Sbm5uumbGSc9ZeVbnVABh1p27X7Xaxv7/vAhFpwfA0+ZwYAoEDk9YVK7PC0gWNgmhZwGg0wu7urpvBgWUHtVrN1WIuLS0hn8+7gXlqaso5Gmz0Vi6X3ZQaxWIRmUwG+/v7mJmZcemX09PTzvDS61SmRwdRH1trmyoqscD1YVANmBSoY6wkAgA3+OpgSsOJWTwzMzOJwXNpaQmVSsUxvgBcN/hGo4FLly5hZ2cHU1NTLp2ahhAH23w+j2aziXq9jp2dHczNzWF9fR39fh93797FuXPnjpBwlrCzjK0vFdqytDruBKck4KzQ7/fx4MEDN587oyZKhNOw11lStKazWCxiMBigWq3iL/7Fv4i9vT18+OGHidRNNkWk0cVjUWezbKhSqaBcLru5smdnZ7G3t4epqSk8evQIDx8+RBRFqNfrmJqaSuh6m1Lpi6LYVEtbzsAIDnC0kXFAwGliOBw6HWiJZQa2gKO6M4qiRBYNA1icmeF73/seFhYWUKvVnEMzNzfnpm2lQ6TTKCsxzhmNvvjiC1fmF8exs5NVN2qmni1ZSEuRtttqqVEoWQiYFKg88rm0GbYAEnqU5UF7e3uJHiYsoT137hw6nY6borxQKGB+fh6NRgPlctnNknLhwgVsb29jdnYWzWbTzarAY+3u7mJpaQkPHz7E6uoqPvnkE0xNTWF9fR2FQuGI/eoj4n2ZBzY7SO1ZJTifBhNFIFjlr0aApjzR4eAfxnmtmW3ABjIzMzN444038Morr7i0EtZVcx5cPgRMCyG5AADlctndMGYbsHaMzTPstVonxaaN6M1TlpZsEFkiKpCAgLOGyqD2ItFSIj6/GvWgo88oSi6XQ61Wc9OpMtJCea5Wq6jX69jb28PKygqy2SxmZ2ddhkK320WhUHDlDKVSCQ8fPsSVK1fwySefYHV1FYPBAAsLC7h3796RciFla+0ArKmWWqupdWMqm8FRCThrDAYHpX8kmxlJ4ToaBbYpFLMSSIjfv3/fbdPtdp3xQ+KBEX1GGxnZZ+YCZZ7NhUk23L9/H0tLS3j06BEePXqE/f19N5d9uVw+UeaBlU2VXy0rYvmjli+EyGbAWYEkgT7jhOpNZu9oKSAAl0lAh4WZBrlcDvfu3UOr1XJTLuZyOczOzuLixYtYXV11DVJpx9oMI83S47miKMLU1JQrGVRyT+VO5dLqVR/xHmzagEmDlrelPY8aIKMcMitcnf1CoeCaAV+6dMn5imzgPTc3h1arhbm5OcRxjP39fSwsLKBYLGJubg7dbhfFYtFlOnBsWFxcxGAwwMzMDGZmZjA9Pe2mTKcO9gW4dJnNPlAZ1aygryObE0EgMALBH6BTXhDWEQAOp3IC4EoZcrkcSqUSpqen8eabb+L999/HwsJComkTp4Hkd/ZJYLRF5/7kg1KpVFxmQ6vVQi6Xw8LCgrs2dTjsFBq+Ok2bfqlOCvcLCDhr+FKatFyA4LPMqAgdFE67WiqVsLKygvfeew+vv/666yQLHBpR2rk2n8/jzp07rla0WCxiNBo5WWXmQr/fx7lz5/DOO+8gn8+7WjT2P6FTYyMxvowgX2ST65h+yW1sllQwjAJOG9pjh9/5bDKaQtkCDqOdzORhWiaJgbt37yKTyThyjwZLoVDAzMwMisWii7YwQ48lD+12G4PBQb+T7e1tRyh8/vnnAA6dJmYh2Zpqqxd969RR0Uw/NYS4n2/cCgg4LYxGI1f6ZiPvTEtWsoC6T2WUjdX29/dddiw7wHN2otFo5GQTgJNhTjVH+dFgFzNsNQuIU67OzMy43gmaJevL2rOyaMkDm1qtejMg4Cyhz6DKJ+1QbsMpgbkNg83lchmlUgmLi4t444038M4776BWqznbVP1H6lAuYxk+ewyp/HMGFRLsw+EQq6ur+Pzzz7G/v++y6q3tqmVFSrhbebS6Vu1eK5snsW0nhkCg0rd9CLieGI1GLi2MKV50KjjF1OzsLN5880184xvfcPNY09BhCnRaY0ZGN4fDYSKao6xNs9lEsVhEvV53N4zrtGGOHUi1BkVvIImDZrOJTqeTyLZQUsX3fwQEvGiQzKKMqLwyTVIdF30VCgWUSiVcuXIFb731Fq5cueKmXFUSwkZGtTaNhB8Hb8qlTldVLpfdnNh7e3tuap2ZmZkjpQnqNKlsKoFno5usPdVUL9toJshlwGlCU6EZkbDkHh0S4LB8gQ4K+wLxODRwvvOd72Bubg4LCwuYm5tzU8bV63Vcv34dnU4H6+vrLmraarWcHuU5WYPN78zuI0nPbbR8wVc/rXJp9We323X6mBmMvrKiUGoUcNqgTKktx8AUn0ftJURblsQfn+vhcIipqSlMT087x+HcuXOIogi1Wg1TU1POSWEks1qtotPpoFqtIpPJYHt7G/Pz8448GI1G2N7exo0bN7Czs+OyelutlpNVX8DLV1Nt66pVb7KU0dZWq8MWZDLgLKDNE/kMaqm8+nX0F6kfmVG7sLCAt99+G++88w6mpqYcKUA5VnuWNm2hUEiULdF31Z5DOjsZ9TszFKiPaadae1WJdftSHUtflf4m5VJJhJPozIkhEFTJa/dL4Og8lzTieRP45zPl+Vvf+hZee+01FItFl/asDQ71vAASRpcO5DplFQ0iOhKVSsUZbZZ5tQyPOimW1eXNbDabY6ObYaANmETYVGE6KZTHfD6Pmzdv4id/8iddV1oOWDqQKqmgY4DWbFuCAoDLUGC6JCOR7FxLx8YXHfHJrBo/fJE4CBGUgEmCEu4kvNUxsd8VdFLa7TaAw4aDuVzOkWtsCDU7O+uMmnv37mEwGLhGxMwcVOeEOpl6ku+c6ejRo0cufdPWYVL+bJZemj5ttVou80DHokAaBJwllGS3DjPlQ6E9eHQWMvYfqdVqeO2113DhwgUsLCy4YBgdHkZF4zhGtVpNEHbtdhvVahXAYdO44XCIlZUVlzm0s7ODe/fuOecIGD/VcZq9q/qTzYZ9WRgBAZMCEgk6u4GWOdCWJSFQKpVw8eJF/ORP/iSuXr3qSgHZDBE4JCjUtyRxP86mHQ4PGi3yWFqeVy6XnWxrACwts8CnMymbNqP2WTERBAJw2KQCSEbbLWur7C1vKqOUq6urePvtt3Ht2jXHACt5wD+K0Rd1UrSWW28ou2QCcN01h8MhZmZmAGCskWNTuGx5g7JBHGwZRVLiIDgtAZMI37NJAoAM7ZUrV/DOO+84o4ckAT8riaA1mTy+j2AgE9zv910ZEhtNtdtt9PsHTRfr9brrjaKOih1wVX6tfKbJZkDAJECzg2z2geo3AG56N33O6Zzk83lUq1XX3Z0Ry0uXLrlz1Ot1dLtdLC4uYn9/H1NTU2i1WqhWqy76wmw/4CB6wsamly5dwv3791Gr1bC1teUyA/V6xqU/60uJPTpA2p9F34OsBpwFaOCrHWflkrClSABcqjMz6d588028++67rjSBQS0tGWS5HjMSCH6m3sxms27Wo9Fo5Jqecj86KTbN2TorvpJdG+Hk7wpyGDCpUBtTdSURx7Ej1orFIl555RW8//77uHz5siPv4jh2PYP0ZXWy2rQAjti0vV4v0QC12Wy6JslK2jPj3dquPl1pm/Ozn4PODuMLMpwEE0EgWGLA55Bo7TWde9ZgXr58Ga+99hpeeeUV1Ot1RwKwBkxTxZimQgdG665tXbc6LcPhELu7u9jb2wMAly7GWjdbtqAN23SAVWeG39vtdqLhDn+rTckMEZWAswRl0dfsFDjsQ1KtVnH9+nXcunUL58+fd7MllEolJzNq1Nhj2pQx+2L9qA7O7XbbTUczGo1cQyg6/yqjPrn0EX2tVsuleSmBkPYK9dYBpwmNbmqpAvWojXbotMEk0OmkTE9P486dO5iamnLTSDFdut1uI5/PY2pqCp1OB/V6HfV6HdVq1UVG+v2+i5rQoMrlclhaWsLs7Cymp6fdDC3srQAgMbXbuCwEqzdJHqTVcPpI+ICAs4I+l0BS79H5oExq761z587hzTffxI0bN1wwjLalBtx4DNrGGgijnrTBqVwul8iqzWQyjkz0ZQfZwJiNatoyX59NayO8QTYDzgq+Mj/qVCUQWDo7MzODV199Fa+//rrrFcIsdwazSRrqs259TT22NjgG4M5N2Ww0Gm6mFJb+WZvWJ5dpme/Um1xGvZmW9X6czzkRBAJwqPDV4KHjroMO/0imkrzxxht4++23MTs7m4hwAnDREA5imr7F8+gcoEByKg9LWjSbTTQajQRbxEwHrQezN0/TUGwaiUY3024mEUiEgLMEn03gkLWlLDHV8vz583j33Xdx6dIl17iJstfv9490nNbIjBpQPtnU7eI4TtSnNZtN7O3tuTrOcrmcWg+mWQlWRvlqt9uJvgc2A2rcoBsQcBpglFPlw5LgVqcAh5HIYrHoukG//vrrePPNN53MadNhLRPUdWoI2Xru4XCIWq2G+fl5rKysYDAYoFAo4KuvvkKlUnEE33Hlf+MyD+igWJmzchjKGQLOAuq8K7S8wTrRdETK5TJWV1fx7rvvYnl5GcBhtFLJAMogI6HaMFVTsFU/UWeWy2UXwFICwZdFS13ri26qLtU+YLTdba25/t4gmwFnAX0WVa74LGpPgmq1itu3b+POnTtYXl5OyBZlSTOONLuWwTLKJnseEFY2SQLmcjm0Wi3s7e052SwUCgkZTMsQ8vUJ0lJ52rQ+Ik/l8SQZfBNDICg4MNIB0DoRTgdXr9fxzjvv4Pbt28jlcmg2m44psnNh8yYyaml7HFjDyw62ZGvZjbNQKDgCYTQapTZ6ShtotfmT1nAGRyRg0qByYMt72FCG89hev34d77zzDubm5hIlCXosbVSjqVuavnVS2aTzRDlqtVoYDAZualabhmnLiHzEHwkHGlWaeRAQMGlQHWdlhTXVtoO06tHz58/jG9/4BlZWVhLRFyXj03oo2OuwEX/K2nA4dIQcSx1qtZozmCxB4PtM+fRFUDRFOtRaB0wK1HG2MqTNFdnPgMT57Owsbt26hdu3b7ssH/Ym0UZrauSrXvadj+fiPq1WC6VSCb1eD81m052D2UQ+Es/2B/Jl1zKjiNtbZyTYtQFnDX0mqSMpeyTwKEPnzp3DN7/5TVy6dMnNjKCyyBIAlU37zFOn+ghFS7wPBgM3wxFL5kkq5PP5I8RBGslu7VoSe8za8zVMfBZMJIFgU4X15kbRQffZ9957D9euXXP7cOC0AyrrPEkcKIGg2Q78blOqGBVRAoHXoTVgNqLpIw10YOUN1S61gUQImERoWQ4NFwBuUMvn87h16xbefPNNVCoVDAaDBINL+GrB+E5Z1KiKLWHQwY6DLR0SOhU0xjjFI7vM+sgEK5+aLq0ZQ4E8CJhEqCzpu6Y0221J+hWLRVy6dAlvv/02zp8/7+QGAHq9g74/auzouXzyYAk+kg+MdjQaDdewsVwuo1AoOFnzGUG+siNNw1RyT8+r/0NAwFmDz6WtqdYX9Wi1WsWVK1dw7do1LC8vOxnUkgSbsafLaMNqFq6ek++0q5kB1Gw2EcexIxV9JX7jdKctK9KsPRvRDAiYBCh5oA4+ZSmfz+P8+fN44403cOnSJSeDzGBXv5H2rmYvUG5VNsdlJPHF8txCoeBI9+Fw6PqTjCu59QWpuV59zX6/785rZfRpcSyBEEXRbwL4NwGsxXH8+pNlcwD+RwCrAO4C+GtxHG9HB//MfwPgLwNoAfgP4zj+k5NciO1eyQFI0ydzuRwWFxfx3nvvYWVlxbGmhNZNWyfc9juw7xbcr98/mL5GO8pqZ3feLE2V1uW+6Gaj0XAGFVlaTTW1L15PYHEDFKclmyQQnhzfvRixeO2113Dnzp3ElKjA4dQzGh3RlC0gSRLwGbdRVZ7XOgiUGToU3W7XDf4aASXjmtaHRD8zbYyZQTrI2lQvy+AGAymAOA3ZtISaLmcGASObOpXU4uIibt26hdXVVUxNTTmSnRlANICeXDOAQ1mzpUvyexPXwP1pxLAmmr2LOEvDScoW1CCiIaTEHmXRljoGQj7Ah9PSm1Y/6DNJ/QkcOCHnzp3DG2+8gfPnz7v+I9yGEVLVMdq3SwNivsy/tOuis99utx2B4GuQqH1JbFM2zdjTCKe1YVVnWxnV/yfgzzdO26ZVEi+TybhS3GvXrrnSeJ1FhNtqINpm1GpQTO1b4GgDVQtm6xUKhYRNqyW56ktanzOthIEZ75pRO64fyUn1ZiZ1zSF+C8AvmWW/BuAP4ji+AeAPnnwHgL8E4MaT168A+HsnOL7XELLEQaFQwOzsLF577TXX0V0ZJP4h/K6f9Q/TdbZ2xNaUaDNEpkfz+rifTvNmj2WzEHgjOdCqYwYkp8SzN9U6MAEBOAXZJJRBzWazqFQqrjbs1q1bbmBUY57yqbKk69NevnpodfKtbNpoJMuffCmYtkGbrte5cTUFk7/Lx9j6XgEBOCXZ9Dko6mQwOsLZFt5++238zM/8DG7cuOEikFa3qN70yabP0ffVZGp9NR1+poiORqOETFrZ9tV2MiKjYwmQ7M1yXFQlyGcATsmmtYSa6j8S6ZoJdPHiRQAHzU4ZVNIyHZ9OVVm1y8bp1l6vl4hI0jHy6Vp1WKyDouSeBtn4H1jbNW1ZkMuAJ/gtnILepPPMaD8JtEwmg9XVVbz55puo1WpHfD6ffznOfvX5hb71Pn/TzpLgC1L7fFirl0m629KFcbJ4Urv22AyEOI7/KIqiVbP4lwH8a08+/zaA/xfA33yy/O/HB2f7dhRFM1EUnY/j+OFx57EpkBqxZDrJW2+9hZWVlURtCW+sljD46sFs7bY2oxkH/rmM0pDh1YHY55ikpV36HBRfo8gwoAYch9OSTZWbbDaLYrGImZkZXL9+HdevX3fpyDYiqZlAauD7Mg40mkL4UjEVlhlmqhfX6WBrB19tyMb55NnxlpkHQNI5Mf99kNWAVJyWbCo0iw9AYt5qRjgXFhZcphD17JPrTehIHocvKwPUhSm//Ug2EQmEQqHgoqqqR33p0Sqj2i/oaYm9gADFacmm6jzVZdR9hUIBly5dwu3btzE3N+dkhJkJKke22Rr1KLdTWR2nM3ldlD1mG/GcaYE1SxIq4a79h6xcaiAsyGLAcThNf1PL1jlF4/LyMt566y1Uq9WETwkkGx7a8kG1aW3Zrcqjr4RBfnuCiNBmjQASPqZtaKo+ptWbbJyovYKel5581h4Iy3KTHgFYfvL5AoCvZLt7T5YduaFRFP0KDlijxKCnqZN0Vl555RW88847mJmZcY4Koxn805V4sAPvOAJhHHgMkgc6966PVUqLyPA7IyhklpRVtlGgMNgGPCOeq2xq7xGWBywtLeHVV1913aF7vcP5b+nE6OBMuaTBooOrTcXUAfM4+dQIDRvb2HVpNZyWqW2324myIh1sT0IgBHkNOAGeu2wq1DihrisUCrh16xZu3bqFcrkM4LC0yJLWQPK5tsSeyqPPiFIZiOPYRTbZjwQ4LDNUAiGNdFfZbDabiZI/X3r400ZPAgIEz1U2tQyIsqApz9ls1pEHMzMzbj31GGVT7dzjCATg6Jjgw2g0clmx7FlUKpUAHOpNX2auL8PWzohi9abKaMicDXhGvDB/M5vNuv4jV69exe3bt125APUenXn1LzUArcez/qWS9CeBZuaxlEnXUfZ89q0tM6JNq+Se9TG/rp782k0U4ziOoyh66jPHcfwbAH4DALLZbGxruzjIrq6u4o033kC5XEan00n0PHhyHEco2LoTX58D7p824FojaDQauRqxqakpFAoFdLtdADjSA8GmXmp6V6PRwO7urss+sMaPnk9vqI/JDQg4CZ6HbOZyuZiyyGkaX3vtNdTrdUcY8JmkcQQknW6VaZVT28jU1odZp0WPSZkg41qtVt1ypmXbNC9L7DHFutFoJKa3YcmTZh/Y1K/goAR8HTwP2czn87GW6KlcFYtFVCoV3LhxAzdu3EhMqRpFkXPotVTQZgNpI1Qri1ZWrXNAJ6XT6WB6ehr9ft+liFJGfWnSmtXHCEqj0Ug0Q+WYo07WOFn0ERwBAWl4HrJZKBQS+1NeOH3ilStXcPv2bUxNTTkngYEpAF6HhftbJ8WXMeTTm/r8s6Epy4koO4xearRT5VJt2mazif39/QSxF8dxgkiwwbG0TNsgmwEnwfOyaTmTXiaTwcLCAu7cuYNz58652bu0JxBJBCDpN6bZtCqfNuMgjUygLLAHAmVfg8zacNhmCtlmppRN2rS+YLW1aW2Gwkkyh56VQHjMVJEois4DWHuy/D6AS7LdxSfLxkKZVLKw+XweN2/exK1bt9z8l7ZLu9aT+VKgbedLX0TTGka2AY2mihSLRWd8sV5MnRNbH8M6UA64yh6dNFoSHJWAp8Rzl00SA+fPn8err76K+fn5hFEzLmtAswoo35ZAsJFM3XecbHJQZWo0gITxogOsRlbUOLKzo2hd9XGMrSLIZsAJ8Fxlk0qfejCKItcviJkHV69ePdIVWp9VGilKLtAwAuBNpQSOpmJa2aTu6/f7LqKTz+fdeSzZntZjgQShj8DjfzBONwa9GXBCPFfZBJK6kDMcFAoFvP76625aOGa3cnvVP9qQTUuNrO70vRRWb9GGJcmuTr+VQepOrc9Wm5Z6lA6JLcdV8sB3LUE2A06A5y6bAFAoFFCv1/HWW29haWnpSPmsT+8Bx9u0WgaodjL3tVBZ0Oy7arXqdLz2P0nrpWD7eZE80HOcpOeBvaYXQSD8bwD+AwD/9ZP3fyLLfzWKon8I4H0Au/EJ6ziZ7gEc3FhGTpjSRYPFRuG5nzK03JZ/vl1nz2uhxyej0263XV0Mey7YVEtfLaf2PdCGOAC8BlFAwNfEc5XNKIpQLBZx9epVvPrqqyiVSgn5Uvjqu9QpoRxzwOUgDRxGXOy57bHsd6ZnlctllxrNtDIb2fSlYDLVi/WnWscZZDPgOeO5600+mxqZrFaruHHjBlZXVxOlCjZrQKMpNmOIOjXNKbGEgZWTOI6d/mNjNSUPVB41HZPkHg0gyqZmBVliL+jRgOeA5y6bBPt4zczM4NVXX8XS0hIAuCwgAGPlzEY5bcYtz5FGxvOzOj0k5iqVitObJAJ8jonqTp2ukbKtBB/PEWQz4Dnhudu0uVwOKysruHXrlpNHtUeVzEvzN9WmBZAgD1ROLXylhzwPM+9arRbq9XoiUE2dOq55oupNtX1PEqx+FpxkGsd/gIMGFgtRFN0D8F/g4Eb+oyiK/mMAXwD4a082/10cTKnxCQ6m1fiPTnIRvAlM73r99dexurqKQqHgBiB1WHyOhm8wtTWhdF7G1aTYG84bw66YrOfknJy2kaJ201RjiFEU3ri0LISAgJPiNGQzk8ngvffew4ULFxIDY5osWsdCj0O2Vgk/m1nkI/TSjj0cDt2AOT09nZiGigRCmlwyQqqyqw0ZVTEEuQx4WpyGbAKH+oq1nPV6HW+88QZWVlYS06qmGTOe6z5iFNnMPj2vflc5YeYeGx8CyTRNX+dpNYgY5dQMBY3O8nh63KBDA06C05JNIpPJYGVlBXfu3EGlUnG2LtdpZoASANSXtq8Qt0kjFKwMWPlg5h5tWjZBHtdF3mbuMSCmOlXtWl+5YZDNgONwWjbtG2+8gStXrrgoP+VPfUZfhi33tz6nL0CmmUKKNPKdBIIGtdhwmPJlS/8s0acZtczOfZFk3klmYfjrKav+Dc+2MYD/9FkuhNNMvfPOO8740RunaZpKCjw575GBl+BNtAaRwu5rDSEAuH//Pubn5x2hYCOcti5FO9SSqWWU09aipKWUjJuZIQzGAachm9VqFefOnUuUDT05XuI7kGxOY5fxGbfz4vIYvn2PA8mHBw8eYHFx0aVmkq215QnAYWo1u7rbWVGsPI4rYQiGUUAaTktvRlHkegvMzc3h1Vdfxblz5wAkDRVLnCuBx+10ZgVdz3Xj4HNaRqMR7t27h8XFRZe5R4dDCQIlBrTGWnuSqGxqWqZPLtNSpgMCgNOVzVKp5LKBmL1nS3CBQ1tWZVSDZ2l12PyuutMniwoe5+HDh5ifn3eyyekj6Yho+YLtfaBluT57VmVOxxRfNDQggDgN2azVarhx44bzMX3PoD6baX3ytGRB16X5qT74yHDgUDZLpRI6nY6bXYxyqGVD1JuccUGngLTE3klsWCVUjsPXbqL4PBBFB3Nx3rx5EysrK4l0Zt9gaCMq9sfqPjY12scmKXyRFTK22qjC10maxpimetkIShp54DN6AgLOGpSPfr9/ZKYDINld2Zfdo/KqZQtK2qkhpDhuAKM8sVmMyiTXqdPCgVRTvixp4DOA9LcEuQyYJLC2ular4fbt21hZWQEAJ2vjoLpRt0/LBBonj1Zv0hFhA8RCoeB0IR0JyiLl0jaEUlnWF893UkMoyGzAaSOOY5RKJbz55pu4cOFCop8B1/uCXWnRTmvTqrwepyd9BMJoNML+/r7Tk5pFYLOD1K5lyQL1pm1kqnKZpkcDAs4SbAiuJQuK4/SGzWrXjCJb4mBl+rhsBJJ1Ozs7zuamLHK9yuRoNEpkJaiMUv7Smg0/DyJvYgiEmzdv4sqVK94f4ku9VIbHpm/pTbLGkC/6qfANtpq6lVYXZlNJNOtgnDHku4nB8AmYFKjBo+lduoxQA19hU77scdJSq4+b/oaDKMm9YrGYyECwTRTJ1CqLq3IZDKCAlwmUIdZWnz9/3slYr9c7Es20cqZZBdYo8pF5T1P6x/ORpGMElYaQ6k06Ihr51NIiX0bQSaMpAQFngVwuh3fffddF+K3etM/q02ThHWfTWthsAMqTNhvWAIHVm76pybWkyGe36rogjwGTBgaufEEiLWUF0ksYlCiw5GBa9sFxBIKSeZQ9ku8AEiQBs/Foz9qS3LRMvDQd+iyYCAKhWCzi2rVrJ9pW/xA+AJpmqRFNbjducD3OSbGRTL608YzecI1wahpJIA8CXkaoPGn6Jb8f95zSYNHBWjMO7CBsz50muyr3fLey5ut7oE6LRl+OS3sO8hgwibhy5QquX7+Oer3uZIKZQL5oPKEp0bpM5dEijeizsFEPZhxofxKVSSUQrK5V4sMnn4E8CJhEVKtVV7pj9SZwtMmhjVry+0llTnGSrFqSepySXPWgnXXBBsc0A8FmH+j5gkwGTCL4rNKHy+VyR9bru9WFmnFr+5EQ/E7CnBgnm0recRpJZiCojavy5+uD4CPex/mZX0dGo0kQ7iiK9gF8dNbX8TWxAGDjFM93OY7jxVM8X8CfQ/wYyOZpyyUQZDPgFBBk85kQZDPghSPI5jMhyGbAC0eQzWeCVzYnIgMBwEdxHL931hfxdRBF0b982X9DQIAHL7VsBrkM+DFGkM2AgMlEkM2AgMlEkM3nhPH5+wEBAQEBAQEBAQEBAQEBAQEIBEJAQEBAQEBAQEBAQEBAQMAJMCkEwm+c9QU8B/w4/IaAAIuX/bl+2a8/ICANL/uz/bJff0BAGl72Z/tlv/6AgDS87M/2xFz/RDRRDAgICAgICAgICAgICAgImGxMSgZCQEBAQEBAQEBAQEBAQEDABCMQCAEBAQEBAQEBAQEBAQEBAcfizAmEKIp+KYqij6Io+iSKol876+vxIYqi34yiaC2Kog9l2VwURf9XFEU/evI++2R5FEXRf/vk93w3iqKfOLsrDwh4dgTZDAiYTATZDAiYTATZDAiYPLwMcgm8XLL5QgiEk96oKIqyAP47AH8JwB0Afz2Kojsv4pq+Jn4LwC+ZZb8G4A/iOL4B4A+efAcOfsuNJ69fAfD3TukaAwKORZDNIJsBk4kgm0E2AyYTQTaDbAZMJk4imy+RXAIvkWw+dwLhKW/UNwF8EsfxZ3Ec9wD8QwC//Lyv6esijuM/ArBlFv8ygN9+8vm3Afzbsvzvxwf4NoCZKIrOn8qFBgSMQZDNIJsBk4kgm0E2AyYTQTaDbAZMJp5CNl8KuQReLtl8ERkIT3OjLgD4Sr7fe7LsZcByHMcPn3x+BGD5yeeX+TcF/HgjyObL+5sCfrwRZPPl/U0BP94Isvny/qaAH2+cVDZf9md4ImXzuU/jGEXRXwXwS3Ec/ydPvv/7AN6P4/hXzXa/AuBvAqgXi8WFc+fOuXW8prRrO8k1n2TfOI4RRdGx2/OVy+WQy+XcPr5rtcc/bt24z2kYjUbY399Hp9OJjt04IOAJnkU2C4VCQjaB8c/rSWUziqKn2te3TuWKsnncder7SeTuuLHIbjsajdBoNIJsBjwVvo7eVB32NLrkadaPk7+05ao38/n8scdOk83jruU4GeVYE/RmwLPgWfXm8vLyM8nms6x7mn1UXrLZ7Ilk0+43btm4Y6RdXxzH2N/fR7fbDbIZcGI8hWz+9wD+CoAvCoXCu0tLS1x+rH/mW+azX0+6b9o2XM51J7Vp9fM4nzNt2+OudTQaodlsemUzZxecFuI4/o0oij4A8LcvXLjwC//Vf/VfYTgcYjQauXe++v1+wml/sj9Go9GR43J/++fqjRmNRm5/HkPX6/bZbBbD4RD9fh8LCwuYnp5GFEXupdfiO64aL8PhMHFtun0cx+532xus19jv99FqtfAP/sE/eC73ISDAwsrm3/7bfzshm/o8W9nyGUxcNhgMMBgMjmzHdyuP9vjD4TCxTzabddcxPz+PmZkZ/Q2Jz3xRvpTE4LFVNnV7K7tRFCWuFTiQ0V6vh06ng3/0j/7R87sZAQECn97k8zkYDMbqNXOcI88v5cvKsNVNaefQVyaTScim1Zt6LL0ePaYu1/VpenM0Grlj6zFoQ7TbbfwP/8P/8LxvSUAAgKRsrqys/MLf+lt/68gza3VNmt5UmR0MBk42rc1r9RWAxLH1vKr3uN3c3BxmZmbG2teq83mt/K463e6rv5WyaX8jZbPT6eB//p//5693AwIC0vHbAK7EcfyLq6ur8a//+q8n/Eu1N32y6bNz4zjGYDBI9UOtvuRyPQ5lx+rC4XCIxcVFzM7OJnxNK8/2PHosO87ocjs+qE2r63q9HtrtNv73//1/9/6pL4JAuA/gkny/+GSZD38M4AYdY/sD9ccp+D2T8Vdg6A21AzT3G41Gif19A5zun8lkkMlkkM1mj5AHeg5rJOlv8Q3mPoWh166vfr+PXq+HXq/n3T4g4Bg8k2yq4WChy/jcW+ddl9nP3MYHyief/2w26yUUuG0mk/Eyw+pQUPaPk0du73NWMpnMEZKy1+t5jamAgBPimWSTxjnhe36JND2q39NkUXWevvMcaUZWFEXIZrMuc8/uq9eqetMSdL7r9EWPrMHG/4hOWNCbAc+AryWbat8CR+06wkco2M/ZbNZtq3LH7eL4IOPHRyioEwPA2bM8pl4H149GI6d3lfhT+eT6NHJDf4N1zujk6P8TEPAUOKls/jGAG1EUXbl8+fKRQLXaeBYnsXvTtuWzbnUVX/l8/shYoHJFG1htYT2Xz5497tq5j7WjfQTCYDAYK5svgkBwNwoHN/LfBfA3fBvGcTyIouhXAfxO2h/gIxAs7MDFAQ04aqjwmDwXozZ6g3Vg1nPncjlHIADJAVZvoiUn1DiyhpYaOj6DSbfr9/upD3lAwAnwzLJpnWl13m1Jj88Rp/OusLJgCYJxUU7gUM7z+TyKxaIzhCy5R8NH3y05oddvGV06QbqfOk9E2hgWEHACPJNsPvmeyI5R3WVlSo7hyDDCRxKkyaYvsmF1GnCgMwuFQsIQShsvLDKZjJdgGA6HqSVQlqAADjOfqOsDAp4SX1s2zTZHyPZx9qrqn7TMPSt3KleUo7R0bUsg2P3paClB73NceB6eK5PJOEKd/wH34zkol/Y/Cgg4IU4kmyKXvx/HsfOlgGRAOo20NsdKvNvgdNo+1rZUW9GnB33EO2VMnX4bCNf9fecfB7Vru92uy7A4NQJBbxSALIDfjOP4e2O2/90rV64ca5z4oIMZQQeBA67vT1NngjUmaU4PP0dRhFKp5G6oDqaa+snopLK8evOU9dJBU3+H3jBVKNwnRFICngXPIpurq6v8nDAmLDTFit992QaUGx+ZxvNYo4TymmY8caC1RpYO1vY4ShKqcaRpm/b3KXOrSkMdlBBJCXgWPItsXr16NaHgbUaNhSXi1cBQYsxH2B9n9PiIcepX6k3NErKRTJICvrHB6kMb8bGkHskOOiY8RyAQAp4Fz6o3bYTzJPYs33UbqzOfnMOt5zlsRpANgum5h8MhstksisWiy0TgNr5xRAkDnpPXqllDPv2t23AZ7Vh9BdkMeFo8jWzGcfy7AH738uXLsT7HNismLZPGkutRFDn/MY14t3Kh8Dn+lI9MJoNKpXJEb9K+tEQcZUyJftq19jfascXayNSVHL/G6c0X0gOBN+pFHNsizSiyrA2hfzrX+QZ3+zmbzaJQKCQikTpA20FUj+F78HwvSxroNdvobxhsA54FzyKbxxk+42CNfb4fl7Wg62z6ljWS8vn8kYHWHkMVhhJ1ABLkgl6fkgbj/hsdcINsBjwrvo7e9D1z455DKyO+Z1+hmXUk7XwyqzqPBpY2H7YOhR7fnj8tQqvbpf1uS2ZQNgMCngWnadMCR+VTSTLftipTvkw+4Oh4kMlknE1ry/+sbGtgztqmvjEjTTYtMRhkM+Dr4nnK5nG22zi5tMErLrfBq+MceX5neZHqTWa767Vods9Jrj9NNvU/ULt2nP17Zk0Unyd8xlBaJIXQqCOQbLhkIyvAYSqmvaHcJ4qiI03eLOvke5jGXaveaE0XC05KwGniWVPz05wUdSJslNEOqsBRh8CSCpRNm+5FWBLPZ1Bpmqd9aeaBPa5mFQVDKOBlwji96Ss3UtmxxJqVTyX3KJsk+AC4jAPtJ8KoqM/QovHEsgsu8xF8djwJUc6Alwk+J8XaifocW7lV2QGQsEuViNPSP81AINR+tTKpsHpTbdw0gk/1ZZDNgJcJKp9WNvnMU0epLKiuUhvUpztzuZyTTRsYs6VDPI5mCNnr5PeTBMasXXvqGQjPAl/kH/AzmeOiJ3w/yYCrN9pG/y2BwCinRlII7YswLhKk16M3Uh80H5Q0YEOogIDTwtNkINgohMI32PL4mj5l5ctHMuh4kc/nE2ytypiV4zSnR8+rBIXdx/ffBHIv4CzwrHKZ9l1lJ62WU/cdF+mkLKneVAKB57D7jCMllDzQaIuVeULl0hpXAQEvEj49ZW1Q3TZNb6bJpT7LGtSyBACP7XNSCoVCgtyj/HF7zcrzZQvpeXyfdVtL7D+NkxIQ8CJgZQLwN0EkjvMzrU2rMkSZUp0JIFESrOfK5/OJzFo9hl4jZd+nN/XcduIAzSa0x7UBsZeGQPBFIYGjxsw448feXIs054Qv27OA2xSLRRfp9DFOCs1IsD0RCEZbuK/eXDWU7JSWga0NOCuoTKRBoyA++RtXa22j/HZwt7VqvJ5SqeQGWyuXaqhwoOV5GNHUgXYwGCS2U1nTgdi+eJ5A7gWcJvTZO04nHKcn7bseT1MouU5l0epufq5UKi7SqefO5/POOOGxbc24nToSONSb6tioPqfu5HFo/DwN2RIQ8Dygz/I4J+W4/iO+9daGTSvT9RHv/M7sIDY51fX6UkJByTzqR/1N1J3Ut7wezRi0jdnS+ioFBLwI2Ofcyqb1N+lc+4gD/a6wQSyrNwlfb4LRaOT6H1i9mc1mj9iYapdSNqkn2chU7QQ7JSz3V6KA2xwXsJ4YAoF42mjKOKMojUDwMaY+0kBfmorpO75ld3kuGkj2N+q50q7VXkMwggImHb50S8Inq3ZfhS9qYkmMOI5RKBQcwafH4aDpGxuUpOM2rDuzadLjZFMHbXVWAgLOEieRP58s2ihKGsYR7yoDaXrTHlu/0wnxHVuzFsaNJdYgC9M4Bkwy7HPsIw3GPesKSwb4ZJM2rWbVAv5eJDyHEusa2bSE/jhYMsPawgEBk4aT6E3g6AxDPlhZ1UCXyhFJ93w+f+Qa9DhcRplUooD9EmzWw3HXZ33icftNBIHwNM6xz+DxOS1pg+1Jzu+7Hk330uPrA6AOC5E2RQ6hg7FvOx1wbVQlIGCS4CtRsKTAuGiLz6nwDa52u2Kx6LpJ63E1i8DX44DknhpHysDa3+GbjovnIYIhFDApOI5ASMsU8pUv+GQ1jWwHDvWa6k0ew/YB4vY8j9ZsqwOk51a5tbDXY6OlAQGTBpWN48i9p9Gbto+Q6iebJs316pBYB4XH8un4kxIBljjQSHBAwKQhzaZNa6CosLrUPufqPwKHslwsFr19vZSkiKKDWRk0486ei8e0zU998JF7aVUBxEQQCIDfMSDSIiTAYbdKu852lU0jFvRP9hlEHDiVrVXoDfU1UfP9Jh5br4nHsoYSrzGULwScBY4j9nSAHOeg+Ag+Ht8uG3duu4xOSj6fP8IAa7RkMBgc6ZGg5J4lDPjb6MD4xg0tcQiGUMAkwqf3rGxao8R3jHHZQcChHuU75UmdFEusq+ykEe3czo4r1omxZISt4zyuljMg4EXD2rF895EH1jnR78fBOiNpJDz1Zj6f9xJ5Pn2tx7XnVNlUwkHJedWbVj4DAk4L1q60z7nvnc93GsnnkxVrN1r/zTrolD9m7mm5HgBvCWGaPNrfqtl7/A3axNgnn8cR7xNDIIwzvNNulm856z7GHUORxhBp9EIJBA62Gh0hg8taE9ZRA0cb5HAZ3/Xm6sPBY9lOtZxvPhhCAaeFcc9amoMybuD1wbfOnteWLtBIYaqXOiFcz8FRSUZ7/azx0simLWXg/hwP7GAbDKGA08Zx5N44XWnlMq3PUJretPDVemcyGZTL5UQkhdtp/5HhcJhYr/XT9ncqeaCyqQEAlUvVyUFvBpwW0qLxPnmyui9NRtOOlXZ+/WydFNZZ01Gx+6le43euy+VyTkapX1UefXpUz6uZtMGmDTgL+MgDYlz5kI9AGBdEs7BBYp/ejOMY5XLZ+ZxcRnlSPcpjqO60v4t+qvqYmrGggXOrM1+aJopp8LGx+jmNwdX9j7upCsvs8E+vVqtuWg3eLN44LuPACiRvSppjpGytftZtFCdhhAICThNpDGzaS6EO/0nrx3SgpeNRKpVcIyjdVok8H3Gg79qrZBx7O47x1aZvAQFnjePk0RpDinHZQz7Y7D3qw2q1miD3KGMk+m1NNT+rjrPGnnWGuG+abKrTEhAwSTipzerTX2r3Hgd99un827JcbpfL5Y6UMGizRL7oWPiagauj5CMQLJkRbNqASYCVt6eVzXElSEQauackQa1WS9i01g7N5XIJXTvuXFb36rVaf9Xue1zG+0QSCCfJIBhHHtgbelxjNwt7M7PZLCqViruhNFb45/Jm5vN5F83kcZVA8EVolKW1hpAvAntcTUpAwItEGtvK73a5T071WFZ+FT7izcpPLpdzbK0lEKzhw2U+YiGNvKOjpb/BN9hqimZAwCTAyqNNg04zkoDj9aaFj3wrFAqum7Q2NgXg5HU4HLqsPsqrnsvqOksU0HmxOlYRCISAScO4+unjnBSrM48j332ykc/nXXaQ1Zua3ZdGXFi9SSdFnRWbjQD4Z4gINm3AJCFN56X1+EojEAAcKUFICz6pXBQKBVSr1UTZn5IFlDfKzTjSwwbD7bFO4m+OIxEmhkCwN8GuS3NEeBPTBlNmEERRlIh4ph2fkUsyqSQQ2NTCEgNMc+bx7Tls2rUOzvZ32ikb1SlhOkkwhALOEscZFLaeWmXSDq4qu746bHsu6+AzA0F7IChYVkSQ9OOxNGWMjoiNhGjpgxo8Nk3aTkEXEHCaSHPy03SnyqaPKGCGgMouj+eD1XNRFLmZUSibNkpJI8iXIsntNe1S12kpg70O1bMqn6F/UMBZwNp6PqLd6r9xBB5l0+7rIxkAf700Zy7yEe+0gfldnSCNWmp0U5epPlWdbckDTZcOchlwmuDzdlzQCjheX1p51l5b/Ky2pm7PZ5+ZBZx+sVgsJuSkWCy6LNlcLud0WtoYwWNaIo/rtNcJv6veHAwG6Pf7L1cJQ5rjwGW+gdJn4Jxkf91e/zh9sBqNhhsY6YzoVG2FQgGrq6sADrpm9no99Ho9b5aBPnwcXDUqo9cBJMmG4XDobuZxjFBAwItCWkSC8BEBvkHVGk5qEPE4Phm2zn0URS4F00cg8Bx07G0jN8vI+hrU2OuwJAIHWJXPgIDTRJretDrRku7jDCKVy5OQCPa5HwwGroazWCwCODTa2DmamXvdbtfJlRIH+m6joj6DyUY1VW8GAiHgLDFONilj+t3KLPfx6czjMoUsgZDJZJDP51EqlVIJBOt08LjW0bB9hyivlGXuo6Ac2t5BQTYDTgM+slphyXYfWefLIIqiyGXbWZnWkj29Dtq0tCM3Nzexs7OD7373u9jZ2UG328XU1BR++qd/Gq+88orbt9/vJ/oZ6DWr/OkUjlpqxN9g9SZlsdfrnWjq44kiENLgM264XDMMdHuCjGkURej1etjZ2UGr1UKj0UCz2cTu7m7CAdjd3cXe3h46nQ5mZmZQKpXwox/9CO12G71eD8ABe3vp0iVcvnwZP/MzP4P333/fXZOmlvD8PsMobbBX+JyV0Kgt4CyRRiD4yAEutxETy+Yyc+c4EtBGIofDIUqlkuuBYB0Kfqe89Pv9xP6+dMqTyCWP6csUCtGUgLNCGnGeFimx2T+W8KNeHZclRNhnnmV/5XI5IbeUMW7DLvAa+UwjEKzuHOcwaT+SUMIQcNawTgowXmf6iAWf3Oo21rkhrJMAwOlMnYGB22pfEuCwoaL+FnVIxv0OC0vyBZ0ZcNZIs2l9etFH2PkIB31pgBg4INe73S6azSYePXqEhw8folQq4f79+/jud7+LRqMBAKjVarh48SLK5TJWVlZQq9VQLBZRqVQQRQeN/XlOzeTzZR74smstbMnCS1XCMA6+gYnRC7IkvEH9fj+RtjwYDNBoNJDNZtHpdPB//p//J9bX1wEcDGb5fB7FYhHlchmlUglbW1vodruIogiLi4uOpY2iCJVKBQCwuLiI1dVV1Go1bG5uotvtotvtJh4aJRC0o7sdfMfBly4dpqMKOEuclEDgMhvFtE6KRlNslsJxyGazKJVKLhXTOggcEzS90g6yXK4G00nPT5m0MhoQcBawz6yNHp6EQOB+NkPBzm5ks4TsuUejEaamplAul9Hr9RyRzxRNNYCYkmmJBk3tVN15XMTVV8ZgMwwDAk4T42TTyp6PTEgjEKhH7XofNMOVsy/49CZllPuoPQ0k+/1oVNVeg0/WrE2rdm2QzYDThtUhx5EHaS+rDylr/X4fGxsb2NnZwc7ODtbW1tDpdNDpdLC3t4ft7W2USiW88cYbWF5exhtvvIFut4tWq4XFxUXMzMxgNBrh8ePH+M53voPV1VWsrq66c/p6AOlyDV4fZ9P6ZPM4nTlRBIKm7+tNYVQ/k8k4B+DBgwf43ve+h0qlgrm5OXS73cSUMM1m092IZrOJKIrQbrexv78PAOh0Ovj5n/95/OzP/iz6/T76/b7bltfArIPZ2Vl3Q3q9njsn08D+5E/+BLlcDrOzs5ifn3ddbflwsWkbjSQdcHku1oJpWjRZJV3HzwEBpwU7gKhxk5bKZR2QcWnSmoFgGd5xGI1GjuCjzHHAI8lIuVPjSX8XCQA9t5J9VkYtM8sXM5iCERRwVvBltqk8kTDX2kntwG5TpH1lPaPRCP1+35UedDod9Pt9dLtd7OzsuLK//f19bGxsIJ/PY29vz5UtnD9/Hrdu3cK/9W/9W45E0PRO6nteu0ZtNJuQ66wcUp6ZVchrpR4NCDhLnCSiaXWm1YeaHcSU6TiOE59t9gLlhDMssKcXyxm4PooOygJpY7L0T+eKt1PL8Vzcn9erDoj2IdEUaSUjAgLOCqozfbYr9ZCSdZQLO6MQdU6/38d3vvMd/OEf/iFarRbOnTuHy5cvY3FxEefOncPFixdRrVYxGAywv7+PVquF2dlZ7O3todlsunWlUgnVahX9ft/5pHoNGvzygXauBrNtxqxeu2bkU07TMDEEgtZm8J2fv/rqK9y9exf7+/vY3t7GvXv30Gq1ABykefBP5A8tlUrIZrMufZLTMC4vL+MHP/gBut0ustksZmZmMD8/j42NDbRaLezt7WE0Grn9mLlQqVTcANdoNHDhwgUAcLWb+/v7KJVKGI1GmJubO8IC23QWhTWEdKDV6ImNdAYEnDasY5IWJfEt8xlImp3gM5rGlSZRZph9oPVgtnxI68CUkVViku82g4DkAI0dlU2b4hUiKQGTApVFOgHUNeVyGZlMBq1WC+12G7lcDrlczhkX1GvcdzQaodFo4P/+v/9v9Ho9NJtNdDodjEYj1zF6e3vb6eR3330Xs7Oz+OCDD5DJZNBut1EqlXDz5k3cunULH3/8MXZ2djAzM4Nut5u4Xo1e2qwDBZ0SyiZfPjIhlP4FTALS9KFdp99tZFN1p+pP6jIlznWdpk23Wi1kMhmsr6+j2Wyi3++jUCjg7bffdsQCy3Upd3RAlDTwXR9w6LD0er2E7rTyqYGxkB0UMAlQso7Pu81OJVHHZ7vVamF/fx+NRsMFr9fW1rCxsYFOp4Pd3V0Mh0P84i/+Iv7qX/2rqNVq2Nvbw4MHD7C1tYX9/X08fPjQbUd9Oz8/j/n5eQyHQ8zMzKDdbqPVamFra8tNj6xZtEr62zIkhRIFtgl4mv6c6BIGW5+hZMJgMMBHH32E733vexgMBs6A0T9paWkJi4uLmJ6edqlZjLbYNKv79+9jd3cXmUwGzWYTe3t7aDQaR5gdOiTtdttFdlgGMTc355iner2OXq+H0WjkSh+U+R3X70AjOtqwIi2VJHR6D3iZcJKsBGsEKYnga3poCQWdisqmKdtoqqZCc3C1hhuQrAP1GToqh7bWOkQ5AyYBfB5Z5kPDotFoYHt7G1999RU2NjawtLTknPFsNuv0K3UZGwM3m018/PHHjmSgLNVqNZfVAACVSgVra2t4+PAhlpeX8Tf+xt/AYDDA//P//D8AgPX1dRQKBWxtbWF+fj6RdaBy5JNLQuXPyqaNqFiSL+jNgJcJmo3LlxLmNnoYRZEjBnd2drCxsYFHjx5hY2MDo9EIt2/fxgcffID19XV0u130ej1885vfxNTUFKampvDGG2+4bB+1g1lmZOXTd71KFhwnlyq/AQGTAB8xViqVnM/46aefYn9/H4PBwDU6bLVa2NjYwP7+vps1YXp6GsViEVEUod/v43vf+x6uXr2KqakpZLNZdLtdNBoN1xAxn887eahWq9ja2sJXX32FbDbr5HNmZgadTge3bt1CqVRKXLdm56XJpmbpW/kc52+mYSIIBAAJlrLT6SRYym636wyWTqfjSIJWq4V6vY56vY6NjQ3cu3fPkQCMunAfTc3IZrN45513Uruma8Sf0RgOpsViER9//DGazSZqtRrm5uYAHPRF4HqFZZV9sCncfPkMoDDYBrxMSMs+GEcopGUg2DpsdnhnLTWAhHwoW5yW6XAciQAcJS5IQNja6pB9EDApYCpys9nEn/3Zn+H+/fu4f/8+NjY2sL29jSiKMDc3h7m5OTSbTffcMvJYqVTcFKm2HnpxcRG/+qu/iunpabeMUZjRaOSaFLdaLefEzMzMOENqfn4ed+/exaNHj3Dp0iUsLS0dSRU9jkTQLCMbtVWZVOclZCAEvAywpDeAhD3I55iOQK/Xw/7+Pv7ZP/tn+OKLL7C7uwvgwOmp1+vodrtot9uoVCpYXl5Gt9vFe++9h3q9jg8//BALCwsolUpYW1vD3bt3MTs7m7gG2+9gnE2rBIPVs7pebe9g0wZMElTvxHGMR48e4auvvsK9e/fw6aefYmNjA4VCAaVSCblcDjMzM6jVapidncWNGzeQy+VQrVaRyWTw1VdfYTQaoVaruZI/Zg/Q39XSfX4uFosYjQ76CEXRQf+9bDaLf/Ev/gVmZmZw+/btI330NFjt05s8vs8OB/BM/uZEEAij0QiPHj3C1tYWhsOhG8DYbIKpktvb2+j1elheXkatVsP9+/dx7949PHr0yEVbNG0zk8kkopNkXQDg8ePHiKIIzWbTRQ35wPA7U7D4x+fzedTrdeTzeczMzKBer2NhYcEZRuyJoFO6qYHDZXRstLmbDrpcRgXB47HWNEQ5A04TtrzIrrPGgY8k0MExk8m4lGk1MCi/monA7QG4ZqY8n2Yt0MkZDAbI5XKuqSkbRZ2EnWVqJrvCs3cJYQdaTZ1mpDY4KQGnBTrFlDN+1nXr6+v4wQ9+gK+++sr1CeKMJfv7+6hWq1haWsLly5edrsxms4k05kKhgL29PWxsbKDZbKLdbmN3dxf5fB69Xg/r6+totVrOMNrb23MzGe3s7Dj9deXKFTx8+BD5fB47Ozuo1+v47LPPUKlUUKvVAByMMepc2NIgHVOUlMzlckf6HVDf9/t9V8sZCL6A04I6/wqVUeBQj1GX5XI57OzsYH19HXfv3sXFixeRz+fdc7y/v+8yZknW7e7uYmNjAwBQrVbx6quv4vz587hw4QJmZ2ddTTZLcKlLr1696nTlw4cP0ev1cOfOHdfLS50HXykRofXV9vcpqadToQebNuCsoP6W2pO6vtls4vd///ddyTwz1Zl5fvv2bVcO2Ol00Gw28eWXX6LdbrueQNShc3NzqFar2N/fR7lcdvYmS314HYVCwWU0ZLNZN0U5/cUf/ehHWF1dddOXA3Cyo/JpA2lqK/sId81O0OD5S9EDodVq4V/9q3+FUqnkohH8A9rtNvr9PorFYqLjeqPRwOXLl3H//n00m80j9cu5XM7dPKZxRlGE6elpvPnmm/j444/x6NEjtNttN+hp1MLWM2sEo1AooFAooFKpoFKpYHd3F7//+7+Pb33rW6nRTa1Ts6mUukyjJWnp0gEBpwUlBfhdByAdsFhyoE3Qut2uk19GNXW9sqGaYaDspzYw7ff7ThYymQw2NjaQyWRcSlmv18P09DQuX76Mqakpl4FA2MEzLRNBjSB92XIFbdqmhGBAwIuGkt189qj0+Yyy5O7x48dotVrodruo1+uOHFteXsZwOMRHH33kHHA++6VSKVHSwLrMa9euYW9vD5VKJeHQaG1op9NJOO2zs7NOJu/cuYNms4lms4nNzc0jMqigY6U6clx0xcqo9jAJchlwmqCtZqcfpqGvDvbjx4/x8ccfY3193b329vaQy+VcmdFwOES5XEatVkOlUnFToN68eRO1Wg2/93u/50qD/p1/599xRMTW1haAAwep0Wig0+mg1Wqh0+lgamoKy8vLyOVyqNVqyGQy+MEPfoBvfOMbKBaLR6KavF7qTs1IUOfEpzdtxoHVoQEBpwV9NgE4/1HtuF6vh3q9jmKx6LJ65ufnHXFHskAJagawWF5A/VUqlfCd73wHN27cwMzMTCKLlX5mJpNBqVRydmwURW66VV5zv993pEKhUHB6XH8LbfDjsgesbPp8zePkciIIBDoF5XIZw+EQ9+/fdz9OexPk83l0Oh1sbGwgjmOsr6/jypUr+NGPfuRuSLlcdjMqMIpSq9UcO7q5uYlPP/0UlUoFjUbDkQw2fQOA61o7NzeHfr+PnZ2dI9fO437xxRf4pV/6pQTDChw6WZx2UtkeCzV8bL2YZYcCAk4L4+oeSb6xLpPNRCm7jx49cjI2MzPjUrusnLAG7KOPPsKHH37o9uEgqmxrr9fDzMwMLly4gA8//NA5Rv1+H3/hL/wFFItFvP766/jLf/kvu+vPZrPo9/vuun2lE7ZW08qrlUUdgINsBpw2oihyTZsajUZCn7ExInBABFy8eNEZOVNTU9jZ2cH+/j6+/e1vo1gsOidHuzXX6/WEDmYvBfb80etII7253c7ODr797W8DAHZ3d1GtVrGwsOCiLD5o/bUSmXYM8hk8NksolBcFnCZUZ6pNmYavvvoK3//+99Hv912WT7VadenPr776qnvu6TS0Wi30+318+umnaDab2N/fR6VSwdLSEprNppPfTqfjnBpGFmlz7+7uYnNzEzMzM67Gen9/PyGXqjdVV9omxPzdaeSByqk2aQtyGXCaUOKdJDtnOGC5PMti5+fnXcYdyw/iOHYEAp97kueU906n4/zObreL5eVl7OzsODKeBKLajMxAYDYdAEce8LppY3MbDY7ZDF8eX4NyPrlUEiNNf6dhIgiE0eigAcz29jb29vacU6KpTjaNYmFhAYPBACsrK+h2u3jw4AFGo5FL/VhaWsK/9+/9e/in//SfYn19PfFHP3782M2vyRvFP59/oA78dD58qRx8GGu1GlZWVtw22hWeDwvZqLSUEDvY6ktLMIKTEnCaYBTCp+iZsvzpp59ia2sLa2traLfbrjQom83i0qVLLj2aRgmNGOCQMR0MBtja2sLm5qYj73K5nGOBM5kMNjc3EccHM5/s7Ozg4cOHePPNNzE/P49/+S//pctQevz4MQaDAarVqkuLJjRlzdcXwWcEATgij2myGhBwGuj1evjoo4+wubmJ/f199Ho9VKtV1Ot15+zHcewaInJ5oVDA8vIyLly4gEePHmFnZ8cZTVp7vbm56TKHGB1544038Gd/9md49dVXnQ61jUTtOJHJZFwTKNaHTk9P4969exgOh0dKkzgeaIkGYbP3fAYRv9vu73ToAgJOAzYqqKSW9h0BDvTouXPn8MMf/hA7OzuYnp7GtWvX8Nlnn2FzcxN/+qd/ik6n42YtAeCaqzFVmqnOnL6Ueo92NKOiak8Ph0M3k9nU1BS++uorbG1tudkY9HyEZhuo3tTf7CMPbHatDZYFBJwGhsMhdnd3MRgM0G63sbm56coTouigNxCddNqwy8vLKBQKLguoVCq5BopKHFSr1UTGAjPxfvCDHyCTyTiSwjdrGHDoh/ps7kKhgFu3buHatWtOV9Ou1cxfJS99sqly6GukqFm1Vt9aTAyBsLe3d6RJGsFBig0KOe1FpVLB/fv3cf78eWxsbLga5DiO0Wg0nAHU7XZRLpfR6XQSxEC323WpmGSc9IaSYaXTY1km3qB2u42FhQXX8ML2N+Bx9fdaMoDXxHQYnSe31+u5KJA+YAEBpwGtYWS0QXsObG1t4fvf/74blNm7hGlZnDVFp5cqFAooFovO4eeAPT8/j/v37yf6ivAYavi0223s7e1hamoKV69exezsLO7du4cvv/wStVoN09PTWFtbc/VmQJIwoINi0zOtbKrRp7LJCA6Za9svISDgRaPb7eLevXtuKjbqTj6nqivi+GD+9kajgbW1NWSzWVy4cAG1Wg27u7suQkn5XVlZcdtxGuNGo+GiLq1WyxkgAJw+pRNTqVRQr9ddQIDjBUn0breL3//938c3vvENl3lIqCzaHkKUPe0mzWW9Xs+NPfqdpRn8LwICTgPat4P9B9ipnX20SPTRMWFj0nw+j/39fZw7dw4PHjzA48eP3XHVcWDH93q9jkwmgytXruCzzz7D3t4eqtWquwY2Hx8Oh64UmHLPyGc2m8UPf/hDzMzMOMfJ2uTUlZRNIDltoyUHaL9qnyDqTTpXofQv4DTR6/XwySefOP2wu7uLXq+HQqHgyvsajQaAQ7+Mvt/e3h6iKEKxWMTs7Cy2tracrctsob/yV/4K/u7f/bvOTqYOu379Ou7du4fV1VUXPLOl95wO0uo8Zh789E//NKampgDANTnWEgogWW6v2YEqm/xMspHkJOWUpRnHZQlNBIEAwP1Am6JIh1zZmFwu5wwFGjIAcOXKFefEZDIZfP7552g2m66WRZlfOhDdbteldlknh41r+McyzVrZ5F6vh0qlgtXV1cT+ygIRaeUJ48oW1FAKLG3AWYBGSBzHiYwdPt8cfNrttkvf0qyCWq2Gc+fOualwgOTMI3wnIzwYDJDP5zE7O4tvfetbeOWVVxBFEdbW1tygRocIOBgPWq0WlpeXEUURpqamUCwW8dlnn2F9fR3nz593v8VXhsHfk5ZuaVlZnT9X57kOCDhNDIdD7O3tOSNca5wpm1oPyeaIlJtWq4Xz58+j2Wy6OmkS5j//8z+Pb3/72/jkk09cOmS/38f6+rrrL8Qop41sZDIZVKtVF/FkCrU6HJT3CxcuHMk+0Hdu74ts8nptdp72PQiyGXAWGA6H2N7edrYpI50MlF24cAHAgWyoHmEJLueSz+VyOH/+PD799FMMBoPELF8zMzPY2tpyGUJbW1tOVvf29rCwsOBsZs3AIam+vb0NIElIZDIZzMzMOPuYNvBx8qmZP/qyDU19Nm0gDgJOE4PBAGtra845b7Vazs7LZDJu5j3gsLHiYDBwupPPNnvhadbP3t4ePvvsM+RyOTSbTczOzrpA9f7+PqLooHH/aDRyPUaAw6wejgP5fB7NZtM1M2VWRK1Wc6Qkr8VnzyoJP+6lxII27T9pz6CJIBA40ACHN0wbs9iUfxotbOCk3drffPNN5PN5PHjwwP3BLEG4dOkSPvjgA3ec4XCIVquFcrmMbDbrBlbtRN3v97G7u+uYXjpINKLa7TZqtRreeuutxPy8PqNFmR+fo6J9Dugohe7uAWcJkmRqiNhBZzgcYnV1FXEc4969e+h2u64je6fTQaPRcF3gCc1kYHYQI4VMGSuVSqhUKk7WZ2Zm3DWwjIFsMY/HiE673cbjx4+xt7eHer2OarU69nf6ZJOGkRo9KrNUGsFBCTgLDIdDJwPA4VztStLZJqU0eDhv9dTUlJNDGka9Xg+fffaZM6SUOGf0kqmYjGqq/ChxwXNbAoG9GC5cuHCkltMHX1q07bmgcmqjMgEBp4nhcIitrS1XPtTpdLC9ve2yYTc3NxFFkXtG1TFnNizlt1arYWFhAWtray6Qlcvl8M1vfhN/9Ed/5CKJzBKq1+suvZp2I+WD51AZpT09GAywtLSExcVFJ7fH6TZf4Os4Z8X2PwoIOE0MBgNsb28nMksZFGYTREJ1KCP+W1tbCXJtdnYW586dc3bn+vo6SqWS8w03NzcxGo1c6UKr1XLyR3nQTCAGrCl71WoVi4uLTk41M3ecX+jTlfpdyT3fjEUnwUQRCIyUAMn5nZWl1NoMpoYBBw8F2d23337bdaikEdRoNHDlyhWUy2UAcIaUOgWs09YHhlPZ8Pu9e/ewsLDgrn16etqlbfI3kIRIi6KcZKDlf0InJRhCAWcBDnJMN+RUqgDcdIfEzMwMut2uY1rL5bJjZznoaq2WdqIdDAao1+tucO12u8jlcq4fAh0dW25gIx8LCwuoVCpYWVlJEItaB+aDyqXNCPI5LsrWBnIv4CxAMttGIbTXCKGGEAn1fD6PtbU17O3toVQq4dy5c5iamsLe3p6LysRx7OaSBw7KI6rVquthYtOYqftU9pgebTMLX3nlFczNzSWiMD74Ipsqk+qY8DP1ZpDNgLPAcDh0/YAAuDngmSLMmcMAOHuWWXnUuWyE2Gg0UKlUnO1KeX/48KHbf3Z2Fo1Gw+lI9kWwPUQAuDICNmijDd1ut7G6uoqVlRVn86aB8sfPdjl1pW8/dVgCAk4bo9FBCR6fQepFAAkCgRm01KckGUgU7O/vA4CbwvjmzZu4e/euszfptDNAxukaOZUjg3O0p6k7C4UCRqMRpqam0Gg0XIPUcrmMpaUlR+L7MvcIK4dpWe+W3CN5cFzpAjERBAJwOJel9hhQQwQ4SPdiLwCi1+u59MtisYhGo4GZmRm8//772NjYwB//8R+7dA92xux0OgDgiAUaMVouwbpNnyE2Go0wOzuL1dVVzM3NuWurVquoVqtugOYNpnFl+x7och1USZKwTEPJg8DaBpwmer0e7t69i729PdcdOp/PuxRlkgBMmy4Wi2g2m25mhDiOcfXqVXzwwQcJUo7EAjN56vU6fu7nfg5/+Id/iGKxiPn5eWxubiKXy6HdbqNSqaDf77soqjoqlLVsNouNjQ0sLy+j0Wi4ujEOtsBRokBrM226szKyNuNCS5vUoQkIOC0wW4AZBMAhKacOAvWZNi1lumS73XYNSovFIn76p38a3//+9wEczJaQzWbx8ccfu7pP6qudnR0XOWUPAzW2WPPNa1K5yeVyKJfL+Omf/mlHMrLRMAkOrdFU+SRJoSmXPDflWfWm6tqAgNNCr9fDxsaGI/g0O0cbbVviT4k3lihlMhnXJLFer+POnTuuPwmzfH7iJ37CpWVnMhmsr6+j0Wggn8+76VYpmyQzCoUCtre33cxInCKSgQHKIW1yq0M12yetZ5DtHcSyY2ZMqC4OCDgNMCBGUEdQf1FWgEPdpQ15qWva7bYLVN+/fx+/+Iu/iAsXLmB9fR3/6l/9K+TzefR6PSwuLuLx48eOPNja2kKtVsNoNHIliLwuyqa+SqUStra2kMlksL29jTt37qBQKDh55Dji6xVEOaN/6/M5+WLfg+PIQ8XEEAjAIftDBkanpGo2m9jZ2XFRD/7A0WiE/f19FAoF1wzjN3/zN93N4zFZ7sDj0eDvdrsuzazdbruGGTpFDc+TyWSwtLTkpol88OCBOz7n5VSloIaOTYG2zE/aTVXjKCDgtNHv9/Ho0aPE9DPZbDbRsFRrkMmg0uDJZrOo1Wq4evUq7t27l5Cn6elp/MW/+BfxB3/wBxgMBvjjP/5jF7nhoK7NCjUdk/JA5yOTyaBer7t060wmg06ngwcPHuDtt9/2RklsjwPfy2YchN4HAZMI6hrCNj6jPmu1Wq7sgQ4CSYBms4l8Pu/I988//9wZHjMzM2i324np4NQpYeNgkgC8JuBAhtfW1nDp0iUMBgNUKhVUKhVnfJH8sA2ffOV+PllVp4WymRYBDQg4DbC8SA1yvvsaEQKHusw6KgBQq9Wwt7eH0WiEmzdvusbhH330kbONq9Wqm4WMJD4bewOH/U2Y3afZCfPz86jX606mmFVrswRUb2rGj08+re1r+5QE+QyYFGjEXm1UgkEy9i+g7mQmHwB8+OGHrlcXAEdGcGYG9ga7f/8+1tfXXf8FGyCmzMVx7HzLarWKpaUlZLNZN7OY9i6xv8GXaaCl8WmBa5Xlk2CiCATgsFZrenoa8/PzzhHY2Ng4kq6hddl8J0vDBhXVatUZ+uz2zuhooVBwtWJ0eph1YBtV8GbwD56bm8P29jb29/dRLBYxMzPjUsz0GvXGKHOrLK2WKfhe+lAFBJwmaAhpraaSe8ChQ0/jJ5/PuyYwAPDgwQPn1FOeyKxWKhUAOBJppMz2ej1HAOo1WQLBRjEymQzW1tawtrbmrllhmVjrlNjyIX7mNep1BgRMAqhXWHY3GAxcFkKz2cT29rbTJ5RDRl0obz/4wQ8wMzODTqfjHAxO6dZut51eJPFO558lDb7UR+rCUqmE+fl53Lx500U8crkcisWiq0NVvWmz9qwhpPWalFOdpYER34CA08ZoNHIZasyuUQfFZrbyO6P0lLU4jl0fH2Yb7O7uYmFhwfXi6nQ6WFtbc44P9RMziBgtJVmncpLNZtFoNNBqtfDw4UPMzc1hfn7e9QVj1pL+Lg2GqV1rZVMJPZ9NGxBwVrABJbVhbfR9NBphd3fXlfXpzCTMqIvjGP/f//f/OYKwUqlgMBi44NnFixfdLA+VSgXf//730Wq1UCgUMDMz46Zfnp6edr7v1NQUqtUq7t+/77Ls2R/Md522PMgGrG15n8rjszYdnggCgWwKG1PcvHkTly5dwv7+Ph48eOCin0yrInizmHLFHga1Ws0RAfwj33vvPfzsz/6su/nMchiNRvhf/9f/FY8ePUowrhw42UlawYGYNddsjKNNGHlz0yIpaRFPX4RTGamAgNPEYDBwU7FR/jTyyG0AuEgks3DIzm5vb7vsHLKnTDH+4IMPkM/n0Wg0XEp2HMcoFosuUmoJNJ6P18MUbY2o0MmZnp52RpzCRjpttsE4QoHGlyUPQipmwGmCz5pG/Pn8s8ePEuDdbtc5MNSDmuKfyWTw6aefJvSq1lpms1nXDC6OD5qYMmOPtd4sZVLkcjksLi464v7DDz9ErVZDoVDA1atXkc/nHeFh+xqkyaj9ziwlNYQCAs4KNOZtVFNBOaGMsn8Q+43QjuTsRmzi/c/+2T9zzj2DZmwk3G630Wg0kMvlcPfuXXz88ceu2TcjpSzTZSkBA3alUgmvvPKK6+tlCTjN3BuXeWAjnFZ/hnK/gLMGZU9nEdJMnXK57Er7Wq2Ws/koO7ovCUJmCzCgvLy8jJ/7uZ/DT/3UTyGXy6FWq7my3y+//BJxHGN2dhalUgmlUgnVatVNb05f8tGjR/iTP/kT3Lt3D3t7e276SF9m0HF6U8kClVG1Z5+2pGgiCAQOtgBQqVRQrVaxtraGnZ0dV5YAwNWN0CFgDdjc3Bxu3LiB27dvO6bWzmG7tLSE2dnZRA02052XlpYwGAxQKpUS+/HFdC7Wjf7whz/E3bt3MRqNXJR1eXnZXZcOqDZa6WN87KDLOjEafExVUaYsIOA0MBqNnHMAHGb5MGpJIg1AwmjnwEqDQYmwK1euYHl5GQ8ePEjUT8/NzWF3d9elinW7XTSbTUfiqbHC7u/MirCpVzxXrVZLpEsqSeAbOC2Bp8fVeeZ1DKLs8ncHBJwmlEBgM8T5+Xk0m008evTIyUixWEyULpCAo8ECwOkbfi6Xy3jnnXfwF/7CX3B1lyQXvvzyS/zhH/5hwvn/+OOPAcDp0uHwoK6z1+uhVCphcXER9Xody8vLAIC33nrLERa2J4nKoOpNu47Hb7VaiTpO66gE2Qw4LahNq7Ykl7EZablcdh3b+ewyc4jEA7NwKZt2BoW5uTn87M/+LK5cuYLhcOgcny+++AIffvghACRs4qmpKRcJLZfL6Ha7WF9fRxzHKJfLOHfuXGJ2Ie1Qr/KnMqjZeb6MA07zzMwm3/8VEHBa0HIiAK6Mj37iYDDA7u6uy77VKcjZQ6hQKGBhYQFvv/02rl27hkqlglqthnK57GSrVquhWCy6YBvPe+XKlURzRp2liP4n/UYt5V9YWMDU1JTT6Ro88/UK0gx3ZgkqiUB/s9lsOrvWlveOk82JIRBYlwUAjx49wnA4dAOqDji8cZVKBVEUYXFxEe+//z5u3rzpopskB/SltdI6jc1oNMLFixfdd+6r5EGxWHSO0vb2NmZmZjA9Pe0Y3HK5jJmZmUT00tZI+xrP+IyjMP1UwKSBg5HKDHDIwPIzgITBoEY8He4oOpi66u2338bS0hKGwyG+853vOLaVNdZsxLa2toaLFy+6SKcObFpfyusbjQ57oiwuLrompxqx8ZEDNmpi5VP3VVIkGD4BZw0lziqVipvNZHt72zVxy2azLhtHnY9z587hW9/6Fi5fvpyYpUGdnZWVFSwtLQGA62sSRRFu3bqFN954wzk7ABL6lRFP9gz6/PPPsb+/7+pJ6/U6pqamnDylRTZ98mnToVV/ahnF06RjBgS8KPA5zmQyqFQqWF1ddY2Ct7e3XZSTNqf2FgGAubk5vPHGG7h69apzSkqlkgtura6uAoD7ns1mcefOHfz8z/+806csLWSfMZY6ff755/jud7+Lra0t9Pt9J5PqnNiMAiubPrlU3RmmIg+YFNBmo85hxuvy8jIuXbqEbreLjY0N7OzsuGe9UCi4LFq+Ly0t4Sd+4ifw+uuvY2ZmxvmMDExTjmkDa6mPluGPa07K6c15DWx4Sj1us2Z9ejOtjMiWzz+LrpwYAoGDS7vddvUeNAL4Z5EEoKFz8eJFvPvuu7h165YbDC0BYLvH6k3icXq9nqsV5XqNiPBB0Cgkr61YLGJhYQH1et2tV0dDDRlfOrS9oYymqFEYEHBWUNlkZ2jboA04nJ2k0Wi4KAQjJnz2Gdnc3NzERx995ObRpVPCCAgHdaZmMspou72z3IFyvr29nXBaLl++jJmZGXceSxDYhjM+2dR3MrhKjAQSIeAsoQ43yTnOO91sNp380hmhY1IqlXDp0iX85E/+JFZXV91yzcAj8c5MAm3alM/nUavVcP369SP7apkgx4zHjx+j1+vh8ePHaDQaiKII58+fd5lE4wwh/kZfnxSrN5V4V/I+IOAsQX3BVOZyuYy1tTXXTK3T6SCTyRzJgq1UKrh27Rq++c1v4urVq4koJV/FYtHNOa82o8qk2rPU4STVWTbBRsS1Ws31HtJeQZY8t3rTl33Q6/W8shkQcJawMxJQFra2tlzmgZYSafkPfb6f+qmfwu3bt53vSZlSWbMEgmYmAUhsQx9X7dtGo+Gug8EBzuRCgk/t1LRSIl+vPfYx8pXjnhQTQSAAh1NNMV1aOzMTZHbOnz+PN998E6urq6jX6wDgHH3+gRoZJVlA40f7KPD4nU7H9VKg0cNIDQ2vTqfj5uXkIFwqlVCv1xOGkEYstbGFzTiwN1kHWx9bGwyigLOAluVoijObknLwGQ4PpsfhrCaamqwODgD883/+zwEkZ1Hg9G4c2DOZjEu71uwcyqaW+PCapqamcP78eVy/ft2NCYVC4QiBYJ2WtAiKpnl1u11vapd9Dwg4DTBFkXomn8+7viGaQaDOS6FQwLlz53Djxg28+uqrTn9yO+BQJ2qmnuojRj60vE7TQbkNDS9mC9H54Mwsc3NzTu9pjaaVPV9mkC5XQyiN0AtkfMBpw+pNJcV/9KMfAYB7nulAsFyPWbavvfYa3nvvPTdDgvbXUoeEXd451Splg1l7Skrk83nnNHFadI4fc3NzrqmpnRHC2qxWd1r9StnWKZKtbAa5DDgLqK/GABXL5um8a6CIGTzz8/O4desWXn31VczNzTmZpI1LudKZHGivAoflTOrsa9Yf5ZA2JwNy7B/GUgoS6vruI9zVr7Q2sC7XQPfT2LETQSCooQIcRlXUuSgWi8jn87h9+zbeeustLC8vu+24DT/zzwSSjdYstAkVjSI9J4/FdC/WWNJxYbfNSqWCTCbjHAzePN5QZWctS6s3WWs4+YDZGxqclIDThn0G8/k8ZmZmUKlUMBqNXPplNps9MhOJZupod3gejwTd4uIi/vV//V/HysqKM1w4kH/3u9/FxsYG1tfXXXNT1mPzuMViEdPT084YevToEXq9HmZnZxMOjKY5q4Ezru6aTago38DRafM0UyPIaMBpQBu1AYfzSAOHjdKY+pjJZFCtVvHmm2/i1VdfxezsrItkWEKdOlPPw3d9KdHO82sDRurSVqvlevrQQKrX66jX646Y57Wzc72mPnc6Ha+cMvOA9Ztatw0g0Z/E9kMICDgN0KBXe5QyABySDJphWyqVcOXKFdy5cwerq6tuRjHahNSZwKGO7ff7boYFLtfsI3VWGBhjU1QSe4VCAbVazck1g3lpmQVWNq1dyznt6YwBh+WQPgI+IOA0wJJ5LcWlHcuMWMopfb98Po/r16/j7bffxoULFxLEnJZC+PSMEn2aMUs5VJnUsqVGo+EIBG2y6AvYqU1rZc/aviTdqZf1eE/ra04EgQAkMw3oPABIRCbfffdd3LlzB/l8PtEzwbKYHCjJwNrjqwHEdVrfrWUSTH9mxFMbqOVyOTeftWVfbZMZm0aihILebJuCGeo4AyYBGp3kQKjGA+WGTaE0Kvrqq6/iJ37iJzA7O5sYlLQWO5/PY3Z21hECauTcvn0bg8HARWe0Xwm7uXe7Xdy/fx93795Fp9PB/v6+q//WAdJGTpTws7LJxk9ULMpIBwRMAhi1IGjMqP5iyuW7776LK1euuJlU6MSobvQRCr534FDvagomiffRaOSOT2OFx6ajwnGCDgxlzBJ4vhRMlU+N4vI/4HuQ1YCzAuVAyTY+71r6F0WRI8TZlO3GjRtODypJBxw6PHoOBbfncmvTqn3N5o28BvYzoTxrBoIv+0cjnbZhG+0DLbMCQsZewNlCfSotMSARBxxmxvLz7du38Y1vfANzc3NOVyl5wOMStnSe56LvqJl9mpXAgDVJDmYCkZDXviQ2Oyitz4El3dkIXDODnhUTRyDwj9W0jlqt5sgD3mybVmnBm0ajJY1A4LH4Ym2J3lQOupwdgcsKhYKrWbODqy/LwEciaGd3bTxnf0cYbAPOCjrgUnZ2d3cTkQ11OoCDeq2VlRXcuHEDN27cQKlUctETyra+KJ82UjIajTA9PX2kYSMJPKZ1AQed31muwHrOYrHo5MqmX2r2j5VNjX7qdFeh50HApIByoHKheo4Gx8rKCt577z1cuHDBZbVp40Nr6NhzKJidoHqThoxPdzOyQxnKZrMumpLNZl3GgRpMVn/6svcom8wM0lKOZ03HDAh4XmDGD+1BlRfgaBf4QqGA1dVVvPHGG7hw4YJ7bqm3GAgDDgkEJQnUTuQ6lV3tCcbA2mg0ShAIbMqodrU6KeNIPSujlE3tCh/kMmASoOW1tCutnmOAql6v47XXXsNbb72Fqakpl2mrWXe+rD3rbwKHsyWlyaYGvZkBxN4kzMCn/CrZ7iMPrFxavcmMwB8bAkH/fEYpAKBer+OnfuqncPnyZRc14YCs9Zc2hYQvPS6NJxo2bPCmBIKNtJBhqlQqaDQaia7WZGxp/NAQ0owDXwqJppuQqWVmg6aR6GCrr5CREHBa4PNslX+r1XIyShkiLly4gLfffhvnz593zr02KuVxuS9LhzRyohkIjNjolJFRFLn5sQEk0p8Z/VxcXHSlRyqTNmpimVqtD2NPEo1yqgGU1g8hIOBFg5k7avCTWOPr4sWLeO+993Du3DnXGA2AI9kI6kXNzAOO6iCVS6szeU08HrN/dnd30Wq1nM7lvNfUhdzWZgeprrTZfDSElDzg9fLdXnvQmwGnBcpmoVBwOkWzAJQEL5VKePXVV/Haa6+5Mjw2MFS59KUYU15py2ojN16Hvuu+xWLR9fOyMzMoGUfd6MumtZ8Hg4ErxWV5hJbj2hLAIJsBpw21JVUegWTDxHq9jnfffRe3b99GPp93ffLUh/SRD4TKp8rxOL1JWSgWi2g0GhgMBs7PpK/JDB+OCdaGpU70Ze2R2NMpG4Fkfz21aY+Ty4kgEMj2cODjYHj16lW89dZbbro3LTHQ1DB9JzR9UQdiJQ7SyAPdnyzPaDRKdKulcmDXTG3uNhwezsnpq9u0N1zrN+0NJDQdLSDgNKHKXh0EsqUccMvlMlZXV/Hmm29iZmbGbUfZpBGlx1PmlefioM79CTU+OHgyE4hGi5ZSTE1NAYCrC/dl/9h6ai6zKZiUxbQoZ5DLgNMG9aYaQSTiSqUSbt++jddffx31et0RBnx+LUnAKIrNNqI+U3nT0kAbybFjRRzHaDabLnJDR4VlFCxf4PhgUy+tMWSzD2zfA8BP6tlIbUDAi4TanAxi6bPHkoFareYyD7QhMWVaA2PqgACH2Qm2kSnHBEJtY3VAKpUKms2m67tAPU77lXKks55Y3Wl7H1gHRZu7WSfFfg4IOC2oU68zJ3BGsIWFBbz33ntYXV11JFomk3HvlrzzkXsasNZAt+pM3V73YU88AK5Mnj1OaKdSZ47LBFLyj6WEWvan8JF6Grj2YSIIBAAupTKXy2F6ehpvv/02VlZWUC6XnaOvTZt8RouSCfYma20mB12NnNqaFWvURFHkmj2xaZsOuJpCye8+J0XTMjnQ0kkJjGzApIGEHpBMxeIyvi8uLrr0y3K5jH6/702T5nHowNjsGk21pEzrtahskFDQBqeMrFQqFTeDA+ErUdCZT7RGrNVqJerEbGZQQMCkgJFMys7q6iquX7+OS5cuua7smrlDqNypbKlsao21raO2xLseTx0HRks4dz1JDhpKABKRTs380UZtKpu+sqKgNwMmBXEcO+JaI56UrWKxiMXFRdy6dctNo9rtdhNpyrRRua/KpgbalHRX2STUTgYOZ36IosOZjNh7iFlAlkDwvXR6Rq2t1qnhdOwJshkwCaDsKPHOHiT5fB6vvPIK3n33XSwsLCSy9oCkjlPZtL0UlMxTm9aXuafHpA1aKpVcE1P6mvRdte8Yv6u+VB3qs2m1bEGJgmfBsQRCFEW/CeDfBLAWx/HrT5bNAfgfAawCuAvgr8VxvB0d/CP/DYC/DKAF4D+M4/hPTnIho9EIpVIJ58+fx507d7C8vAwg2dkZgNd4sTcQQOIG84b6iARCz6GGiKZE09FXAoHGEokBHXQtI8TPvOls0Mbj8n8IDkrASXAasunLBtDBkTMyvPnmm7h8+bIj3Vh6oAaPHtNm1yihpwSCL/VSyT3KI1lVAC47iDJLeVc21sqkZWxZG6oRzuCkBJwUp6U3qQMZRVxdXcVbb72F+fl5Z2QwS84aLepYaC2o6lDKon4eR+SrbJI46HQ6AA56lJTLZZcmTXkDkCDdLcFnST8l3m0mEBAclYDxOA3ZJIFg9Rr7Zl25cgU3b97E7OxsQpa0ialmG1gbV7MR9Ph8+a6H8sFMwFwul9CZlEs6IJQp65yk6U1tzsbMInvugIBxOC29yWdd7dN6vY6VlRW88847mJ6eRqfTcb275PoSMggcDYKpv0kZJXFwnN7UcjwSkMVi0QXjNFOWvqclDay8amYQSQVflsGz4CQZCL8F4O8C+Puy7NcA/EEcx/91FEW/9uT73wTwlwDcePJ6H8Dfe/I+FplMBpcuXcL169dx/vx5l6qhNwHAkRvJfTVaqTdXt/ERCjaNRME/lowsHSJGUjg1ljK0SiD4MhBsmpc6KJriZUsZ9Fr0YQv4c4/fwguWTRIF6oCQkS2VSi6CMjMz4wgDDoyUNSDZ7dYOwjbbgAaUdQQsY0t5pCwBB4MtXyT2eD7KmpVHNYSY5qW11SzXsDJoU7wCuRAg+C28YNkEDhswzc3N4bXXXnN9R/b29lw0kyQCDRMlAnwOiSXhlVygjFpi0GYDkvhnXxIAbkYIXos6Gkog2N4jWmKkURQ91zgS4esaSQE/dvgtnIJsagozy3cuXryIq1evYmVlBQDcbGIkum2ZEUkFG8VU2dT9gEPZJLSHAnCYQUc7W8sQKX9afpDWZJjLWO5nbVq1YVUuVR41iBfkMwCnKJta7jM/P4/XXnsN586dQ6lUcuQfS++svPmC0pRz9TdtMMz6m1qOr/YjyXed5pGkvNqutt+e7dk1HA4TssmpyPlSm9bX6+w4vXksgRDH8R9FUbRqFv8ygH/tyeffBvD/4uCG/jKAvx8fnPHbURTNRFF0Po7jh+POUSqV8O6776JaraYa4Zax0e/WGNJtnvwGdwwOzJpa7Yty8g/U5jcc7PQhsY3YaCz5Bltf/aavqQy/ByclYBxOQzYV2qdkYWEBV69exeXLl9081QASA6WNmthlT37DEVnmO50QguuUaOMATzmlg8JabRIIdtYFzUZQIoFRFDWC9Fr5bkm/YPwEKE5LNmu1Gq5du4Zr166hWCy6515JOdVdVs70peQfkOwUr3KaZgj55EKvh/WlQFI/Kunuyz5Q4t3Kpvzf7rOeX9cHvRkAnK7epP4ql8u4cuUKrl27hnq9fmSmIb77CHa1+zTqaTOKCPucK4GgutNmFpHUU+fENjb1dXy35IFm06pDwmXWtg1yGUCchmzGceyalOZyOaysrOD27dtYWFhIyCOzBYBkwNrKpfXL1Ab2lRWp7uT5LKnG7zpVpPUpKZe2samvV5CSB3rNljzw+Ztfi0BIwbLcpEcAlp98vgDgK9nu3pNlR25oFEW/AuBXAGB6ehrT09PO0CD0pvgGS71JduDVjAQ1eiwTpJkKek41hrSLrq2H0XQRrfnypWPqvPKMovA4acRBQMBT4rnKpm2WxkaJr7zyCmZmZhDHsasTU7LNl6KlBIAOxONk0xehUBmhzBGMckZR5GRPCQRLImjaFwfatNRohY5NQU4DTojnKpulUgnvv/8+FhcXE9tYouvJfu5dZZNZeaqDLNGuenZc1p7KpTodTN3mftbYUTlOi3Cq3qSxkxYxCQ5JwDPguetNzrCwsrKCW7duoVKpuLI6zYRVso3v1o5VnUmZpTypc6LHUdBJ4Ityx3I/lVklCNIyEGyzYepNHj/YrwHPEc9VNtn0cG5uDrdv38Yrr7ziytFZ2mD1pNWZmh1vv6tPmTZbkVzXEeJdZ17gLEs2U9Yno1Y+qTfV1wSOZuSp/fy0+NpNFOM4jqMoeuqRIo7j3wDwGwBw8eLFGMCRumk1BCyB4HNS7ACrjoslDPS7ua4jZQONRgNxHKNUKiVSSnzTTpFAUIZWmVrtgmkNnkAcBDxPPA/ZLJfLMdMcz58/j5s3b2Jubg6FQsGV9qgRBCSdFJs1pHL65FwJedT97MBmGdHRaOQikpRN1nICyWZRlkDw1W82m0202203KOt5rEzq9QcEPC2eh2yurKzE586dc7JniQBf1MPKpupUK4uWPLDZRZ5rc7pzOBw6WSqXy67kD0BCZ7KWkxkIlnRX2SR5YIkDm8XHzwEBz4LnpTfn5uZw8+ZNrKysJBoU6hRy+pxqBNNGOtPKjQj9nJZ9ow0SOZuYOjCqJzUDwWbZppUVpcllQMDzwvOQzVKpFC8uLuL27du4cOGCy1gFktMba5mevnxEntqmVk9yH8CfHWTJ70ajgVKplCAibJaBBqxt9h5lVQkEzfSzPu6T/+dZbsczEwiPmSoSRdF5AGtPlt8HcEm2u/hk2bHgH6i1mkRas0MlAbRGTNNPWJfC7W3GgSUQNJ2SRECj0QBwyCpbxodsrNaVKGvLQbbRaKDdbidqNu2AazMgfFEVH8McEPAEz102z507h+vXr2NpacmVKzAFU9MumUWgsM1kNHUzbUob7meXK0tLmWi3266Gk4ogiqJEahe3tSnRJPWazSb29/edw2MZYeBw+kYri2qABQQcg+cqm6r/fAa7ZhSoEaP6U/WmjZzYPkJpDguQ7BlEueFMCcwIol7UzB/qWc1C0Chpu93G/v6+OxZJekskqHwS/D/sdFUBAR48V9ksl8t47733XJaeZvRoVoHN7iE0smkdGBvVtBkIVja1j4828M5ms26WM1umoA2/KYtaf81g2P7+fqKzu80MsnpTdWrQmwEnxHOVzXw+72ZZAJI2nJJ6WsKgutNmHIzzQ62/amVTe2tRVtiDpFQquXVKGugsDCqvSrg3Gg3s7++j2Wwe6WmipIFPPpUMsTrV4lkJhP8NwH8A4L9+8v5PZPmvRlH0D3HQzGI3PkGtWNpFqgFE8Obpev2h46KfABKpXzyeQplaNqDodDrIZrOo1WrufFqDooytpqForbUaTJYY0N9/HCOUFv0JCHiC5yqbxWIR3/jGNzA1NXVEHn1ReV+aljK1avBoh2obEbXlDFymBgrlM5fLYWpqKrEdDRrKMZfbjCE1jGztpo+lDQZPwNfAc5VNhWYBaQaCrrew+tHKnK3TtudTqMOgTorVi5oSrSmYJOutQaRTxSnB7muc6EPQlQEnxHPXm7Ozs94MA/2c5mD4dKlmDNjSP7udQjMJ+M6g1vT0dEKnWt1IudRjqKNC2bSyqHatEpshQyjgGfBcZbNSqWB5eTlBGKi86bOpgS8ACT9S97HEgpJ9CivjfFe7lNlBqk99Ge2UV1/pgp2C3I49J9Gbx5EHwMmmcfwHOGhgsRBF0T0A/wUObuQ/iqLoPwbwBYC/9mTz38XBlBqf4GBajf/ouOMT4wxzG/GzkRZlkCxja5elOTmE76YNh0O0Wq2E4xJFUSKaqbWcJBg4yNqu0r40zDCgBjwtTkM2y+Vywjm3oGxaAoA4zhDykQfy+44cyxo7nU7H9UpQFtkSewCONILiQKsEgmVk0wZRNYSC7AZYTILeTHNe7DZpxLuPVDjuXDbVUkk/OiQ+vcnlOnORNk1UI8iS7IHUC3ganIZs+jIDFCpfaeVBvvJaHlsDYXY7X3aQEgiUv729PSwsLIx1VFR2SR7QnqWTYu1ZSyIEBJwUpyWb455LX4ap3R9IEuwquyrLvjHAp5eVDOCMYmllQ7Z3kOpN6kxL7vG8z1tnnmQWhr+esurf8GwbA/hPv+5FeY577DoOyD5jaFyqGHA0w0FvjGYTMG2Ef74SDDoAj0ajBCPEQZfHU2dHzxsG24CnwWnIpnUm1Fih4WE7Q1vYZqbqCKhzcpyjogQCDRbKpPYUUaLPRyBoSqZOW2Wjm3rOtAypkJUQ4MMk6E1zDu9zqtlBNk1TdehJnBR1RDTtstvtolqtJparLFqda6ejUgLBl70XEPA0OA3ZpCzY+ea5TskAXzYCkDTyrV2ruva4klaVL6v/lOSz5IHWVysxaANi6qSMI90DAo7DaelNZvH4dKLNQDjp/pYI9PmbvqxdqzdpjyqBQPlUOdRAtfU10/zN5y2bX7uJ4vOC70dpeoluk9ZlFkg2oLHH8u2bloqp7wDw4MEDXLlyxaVnasREjRymfDE6qk1mrCGkL+BonbWmf9lUsICA04JGKe2Ay+dSU7vsel+Zgo+dtU6Jr9xInQYOkI8fP8alS5ec7CmBpzKn6dVkaznQqiHFc6n8qxzqK6RkBpwlfMaOfQfGk3Oaekn4vo+D6i7V2Q8ePMDq6qozjDhe2CinRjo5GwqjKD459v1WyqMlGux/ERBwWlCbUGEJPdWtSqgDSDRq43JfKnQaVBZ4LcPhEOvr6y6TlutsEzYeW0kHnXXByvBxhLv9nubEBQS8SPgy2oCjmaW+MgQbAPOV+ekySyBYnW2zEKIowr1793Djxg2vv0mCQeWaerPVajmblvKpBKHqR6uzfQTDcZmHE0Eg+AZTXWeNEh+jY9lZi7TB1n7nQK+Gzmg0cl1mOWDqQKzGEHA42Oq7Egc+EuEkA25AwGnDDihpyp4D5TiSy9cQyq4/DtY5iOMYzWbTnduXiqmlCZRJTcnUkgj9jeOclICASUCag5wW6VBYcm7cMXyGkD22yg31XKfTSehSIJkJZA0cjbzws49Yt+9pchmyFALOCuMILGvTAkmST3Wk1anaFPy4dGw9l0Yiqft0qmSNhNraac0OUvn1BbyCLRswyTjOhvORCBZavkCoPKbt57sW+xoOh66MYTAYuIC47X1AmbN60/Yl8ZF7zyvwNREEApDe8Il/qG7jY0jSnBK7nTWE7IOkbJAOuPzjNWXLGjsaIfFlJ1jiIEQwA14GHOcw63M8LtVZMxWAo9kK9jxpmUY6cFLWmHXAWVzsbAvcT1lclUtuo8aUJSoCeRAwSdDnFfAT7yeF1Z2MDh53fvtdjSA1dGgIAThi8Oi2NnqSVrqg5w96NGDSoLLps0nT9ImdOk6X6b66zh7D6lV7PhvE0gwEn03L5b456NOygax9GxAwSUgLWANHib80f5NyOI5M4DGOO5eVTSXdKeNWBrmtLue7yri1ZdXG/bqYGALBRjT0szUOfIMub2baYJ0W+UyLumjKs0ZL8vl84gbbqKcaQxpB0X30htrfGBAwaRg32AL+LCFu69s+LbJi4RuUVYb4HkURer0eisXikZRolT2VS5udwN/B32ujqfo/BCclYFJg054V4zIKrHHjk9XjDB/7XfWZ1k+rrvTpTas/1QCys6P4dKaNGAVdGjAJ0GfV1wNhXAo1cKj/rJ5UksE67+OgwSvazL1eD/l8PpEdpBl8mh2k9dcaAT2udCEgYNJwkud0nE1LmVb582XUHhcUs7pLZd0X3FJZVALByqWP2LP683kgmgSBj6JoH8BHZ30dXxMLADZO8XyX4zhePMXzBfw5xI+BbJ62XAJBNgNOAUE2nwlBNgNeOIJsPhOCbAa8cATZfCZ4ZXNSMhA+iuP4vbO+iK+DKIr+5cv+GwICPHipZTPIZcCPMYJsBgRMJoJsBgRMJoJsPicc37UsICAgICAgICAgICAgICDgzz0CgRAQEBAQEBAQEBAQEBAQEHAsJoVA+I2zvoDngB+H3xAQYPGyP9cv+/UHBKThZX+2X/brDwhIw8v+bL/s1x8QkIaX/dmemOufiCaKAQEBAQEBAQEBAQEBAQEBk41JyUAICAgICAgICAgICAgICAiYYJw5gRBF0S9FUfRRFEWfRFH0a2d9PT5EUfSbURStRVH0oSybi6Lo/4qi6EdP3mefLI+iKPpvn/ye70ZR9BNnd+UBAc+OIJsBAZOJIJsBAZOJIJsBAZOHl0EugZdLNl8IgXDSGxVFURbAfwfgLwG4A+CvR1F050Vc09fEbwH4JbPs1wD8QRzHNwD8wZPvwMFvufHk9SsA/t4pXWNAwLEIshlkM2AyEWQzyGbAZCLIZpDNgMnESWTzJZJL4CWSzedOIDzljfomgE/iOP4sjuMegH8I4Jef9zV9XcRx/EcAtsziXwbw208+/zaAf1uW//34AN8GMBNF0flTudCAgDEIshlkM2AyEWQzyGbAZCLIZpDNgMnEU8jmSyGXwMslmy8iA+FpbtQFAF/J93tPlr0MWI7j+OGTz48ALD/5/DL/poAfbwTZfHl/U8CPN4Jsvry/KeDHG0E2X97fFPDjjZPK5sv+DE+kbD73WRiiKPqrAH4pjuP/5Mn3fx/A+3Ec/6rZ7lcA/E0A9UKhsLC8vIwoigAAek2+6zvumsett+tOcvw4jhHHMXK5HHK5nLtOXWf3te++bU96frtuNBqh0Wig2+1GqRsGBBg8q2wuLS25dSd5fk+yzq5/luOoPGWzWeTz+WOPf1JZTTv3cdcZx3GQzYCnxvPSm19Xdx63/dPICN+pN59mnzSZHPf7gt4MeBF4njbt85DPcfrwJMv1Wo6Tza+jL0/6+zhu7e/vB9kMeCo8hWz+9wD+CoAvCoXCu+fOneNyjEajxDGP0yPW//Ntc5JjpW0/zqbV7X37HacTx8mu3SaKooTe7HQ6R2Qzd2TvU0Icx78RRdEHAP72hQsXfuHv/J2/g9FohOFwiF6vl/hDhsNh4s/hDwPgbj6XDYdDDAYDdx4u54vb8zOPPRwO3XK+x3GMTOYgSWM4HGJ+fh4zMzPuAeLDx2Pxs54nk8m4ZYPBAIPBIPVa+BoOh8hkMon13Kbf76PVauF/+V/+lxd2bwL+fENl8/z587/wn//n/7l7tlU2+aw+2Scho77BbDgcJgZr3cc3GKrcq4xwGx4TAGZnZzE3N5c4n8oe5U/ljvKrr7RrGQwGid/rGy96vR46nQ7+8T/+x8/+5wcEjIHK5srKyi/8rb/1t448v/ysugY4Kg9yTAyHQyef1HkAjsicyqLVYfbY3HdxcRFTU1PuGqz+9ulnNV54bbre7sttfMeM4xj9fh+dTifozYAXhjTZVF2msvlkHwBJ2eQ+atP6dFKaLrXPv9WjarfOz89jenr6yG/xyZlPb1q5s9fDMYXb2GsFgG63i263i//pf/qfvu4tCAhIw28DuBLH8S9evXo1/jt/5++4Z9r6m1Y2fQQ9lw0Gg8Szze1UHwOHsmF9WWsvq+zSpo2iyL14rDS7Vf1d+sJWF+qYpNfou/5er4d2u50qmy+CQLgP4JJ8v/hkmQ9/DOAGFbz9oXbQIvQzjR01OPhZt7PgDclms4nj+Awjfbc3M5vNeo0eDrLW0VBFwfMRltDwKYJ+v+/+q4CAp8RTyyaAhKHgG5B8TgqQJPrsOh/sOsoZj28doOFw6OQ3l8u5z2nI5/MJw8cOwDpeWDLBOilcpg5Kv993yigg4CnxTHpTn1+rMwCk6kBrkBBWn/o+czs1WFTv8pg8ViaTQT6fP3JOlTkeg8S5/R2+8xGqN32yNxgMgt4M+Dr4WrLJZ1l1p9WNPj0KJINUiiiKEkEmax+r3gSSMs7jR1GEfD6fIAx5Ldls1ntOn2zyXGnXM85hogNmSZKAgBPipLL5xwBuRFF05cqVK6k2rD7Hx+lO3/Oq+pGwtqWVdXvuwWCAKIpctru+eCzKv+rLcXrT50/b32eDgZTLcbL5IggEd6NwcCP/XQB/w7dhHMeDKIp+FcDvAEeZFSLtZvkGpUwmg1wul/ijuc7eOI3S+JwdvvNhyuVyKBQK7pp4DDtgR1Hksgh4bh+pYW9gNptNpNRY44pR0ICAZ8RTy2Ycx79jBxA7kKU5LOMGWN+2voHcDny6nrJiDSHNEEobOCmj+tlHdui5tHzJjlFKSgQEPAOeSW9S0ftk5CQ6xz7fVm+mZQiMM8D03JlMBtls1jksaee3xIPKtjpR+nu5P3V+WhaRRkGDkxLwDHhm2bQOvNWj9rM+61bP2n347PMz5dOnu3SZ2qfZbNbZneZ3HHGo9FpVNrler5nrfc6Y/gck9zRrOCDgKXAi2RS5/H3qEPWprM7w7O8lwhiE9smPkuqqu3zEhOpLygxLGHx+rPrJlgDkdiqXqje5XIPmvmsm6T7Opn3uBILeKABZAL8Zx/H3xmz/u6urq17igLDL9OapgaRZAZYlsgYO/0AyrTyH72bwWMVi0dWL8Rya2qyDqN48PbZGPn3KxN5UXjujvxxsg6MS8LR4Ftm8fPlywkGxg6gddK2hkTZYWqNGzplIp+Y6m1bNbTnglkqlhKPiIw2UMLDbMZNIlYvKrw7qljjo9/sJhRSclICnxbPqTZue7HNa0qDyQVm0jr4l8TTiQaQRgXRSCoUCcrnckaiMz7CycqoOlBJ0lvBXmdYUVM2cChkIAc+C52HT+jLXzD7us5IIhJLjfM4J60wwgqnb63nVRiVxaPWhHUesE2PHBVtmpPpXA2NcRl3JDIRerxds2oCnxtPIZhzHvwvgd69cueIEy5JjupzwPf8E/UdfMI0ZsaqH8vl8qvxbfVwoFJxNS/nUMkP1O1WHc7kNAvDY6p9aYtH6rT5fVfFCeiDwRj3jvk+1vXVQdOBMM2z4h/sYImsc8cZls1nnpNhBnAYLjwkcPnQ8hj6E+rK9DnxQJaRp5AEBT4uvI5tfF8rW+lhV/awDmh1wrfHCRlCWQLCyDcA5NXa5ntumS1tn5f9n789iZUvP8zD4WTVPex7PPPc5PbKbTTUlmjI1xDJlOFE8Io4ROE4C+SK6SK6sAAFiIDcCEiRx8AcOdCFIgg0rsX2RRBZgGZQF0SbVJikOzWaz2c1mn3nYU+3aNU/rv9jn+faz3v1V7b1Pn1N7H/J7gEJVrbVqDbXW+73v+7zD54OP9AgIOAomLZtWd1on5fE5eXWmLzuI2wN75EQ2m0Uul0sYQVbWLVEHIGEA+fSmLtfjKqwRFGQz4ElxnLJpn/dxQS7qQyCpV9UepU5Lp9PI5/NOb+o6n34kbM33KJt2lN706fpAHgQ8KZ5ENn3P92HsPG7n+z6q9EH12jjbk+sGgwEymUxCNpXY5zb8HY+h5+MjRlRGfdepcm/Jz4kSCJPGuBuqg6YaED4GyG5DpNPpfTfUDpjq3Os5aPbBKBKB2/turI/lDYNtwEmFz7ixGJWBMCqVTAk2+6JsKlurjj9/pzJD58QSF5r9Y+XzIFA+QypmwPMCfbatTrPknkYsfPJov2sUhcS79iixERf+xpdOqYTeYZ0UIFlWNCq7MSDgpEGfeX63z75CZcE6KKonLZGey+VQLBZdJq7PORnnUKm9PMqmPSgopsReIPcCJgErG58ESrr7ZJPZQNYX9elMLqM8MuOdv1dyXa+Fx6csjbJbRwWuLTgGMEtoXObeiSEQrCNxEHSQsrDGkC63kRR7U219JY+RzWaRzWYTN9QOuDx3NYR039Yx0YdvnOOhxMFBjFBAwLPAUQfbgwYwS5hZB8JXsmCdAMoT5VJl05eepedgIx+6nRKQPA6dKFvDZpnaIJsBk4KN4I177kaR7PpdZc7Kn8qn/naUHHGfKpuqMzXiAmBfaZBGQq1z5PsPfP9NIBACjhO+KOM4WJm0zokvMAbANRP2ZQ74ZJPrKJtaZ61y5xtXfPpzlPOkRL29PrVjbYlHQMCzhu/ZPqzdpvJnbUWrG9PptLfvgY/kUznJ5XIJAkF9Tl95hc1A8F2vnqfdXq/dEnvj9OaJIRDGsZCjopp2IAVGpzsS2tyQx9U/SJlaHYRZx8kminozu92u+701eLRmlDeajoamrABAr9fbNxiz34E2+whRzoBJQQdaG3HwwTrq+tnnxPsGXEKP6zOEKDfFYhG5XM6lSut5U96sLOo+yBJHUbL+Wg0bS0Ro1hHrN+0sDQEBzxpWPtUIsXpzlE4ERjsrAJwRpKmYPPaoF7cj8W5lUx17lSleix7TZ6ypTrRQYp/H0CmUAwKeNXzkno+kJnx6E9jvrIzSu8BezbUlse3x+SoWi042LflgHXsbbOM6rfPm+Y6yUe3/oTOOBdkMmCR8BNsoqM5TR97qJdW5ml1nM+/G2bTUfcVi0ZF7ejybOUCblbJIeaL9qkEv9U15XUoAcj115WGyak8MgXBUjMoysJH9cQMusL9ZoY91iePYDbSsL9Pja2MMvUGjBkT78Iw6R1tyoU5RGGwDjhujsgz4Po7MG1WjZb+rU2QNIco5u9XaKKev4YySA0r0acYCsBcB1WvxQc8tpGIGnFSMIg98xpDvWfeVIIwzgvi9UCh4s4NUBjXDSKMp6nDpsW0z1MNkFvgiTgEBzxKHcU6A/WQ7MF4uR5EPo85B7VGVT5tVC2CfTNrjqI1L+bMyP07GrI4MZbkBJxmj/MtxgTIg2VxRMY50V1uS5IFmB6m+szJqbVorn+prjrIFLOloMxF8eC4JBEse2Pnf7eBr1ylGEQg6IAJAPp93BIK9CXqTdIAdNShyG1u75jtfu9+QihlwkjAukqJ1W8D4KKdvf5YlttlBHKDz+fy+KCflykZS9Pj8vS/DSUkK3+BpB317zgEBJw0+5+QgQ2gUDjKCGBmh3tRIShzH6Ha7+zLwNLNAj0Fdap2Uw5wnMN4pCgh4VrA25Djoc+xrNDxOZ47bF7CfeCfooFA2NQJJvagZCOpM+Jyao5B5vkhs0J0BJxGHyUBQm1KX+ezDcXqTsOTeYQgEINm/S8k9ZvRpPyEfLJFxkN48EQTCqD/RQjtZjjKGRg20o9hba5iwFtP+aToVldab6UDLNCzf4M/987umlvhu+KgXnaEw2AZMClY2LSOrn30yqESClc1xkX7rMPiingCcg0K21v5Wl0XRbr8RS27oMdWYGjWmWEJPyyUCAiYFqwd8ek71iyX4gP3E3qjf2+NaY0OXUb58xPtwOEQul9tHFlCmbUBA9aS9Hiuvo/Rl0JsBJwE+GVNZtLI6ypbU/Vn4ehFYHR7He2W5NgOBv7EOinWKdH9a6z2K/NByImYe2ObjAQGTgCW7fVBZ1GXjCHi1N3325biANX8bx7uZezY7SI9P4l2vgf6rXp8GqFXHWoJw1Pk8NxkI4xQ7/5Rx5AD/kFGRfN2HPS7/fJ2rM4qS807TEMrn84nlmUzG/dbOCeojEGwqCT+TmACSpIYO/lqfEhAwKYyTzVEDqSUPfFlBNP65zDoOPqNHX2RU2QMhm83uO2dtYMNlmUxmX9q0dfw5GOvArvWdNHrs51DLGTApWCLN6jY1YEh667bqtFi9OY6M1+MTqqf44gwMmhnE81Ljpd/vI5PJ7Ju6UfWcEgX6GUjO0sJz0S7SlNGQgRAwSaitN8q59jVGG0cgcD3fR5F7Cl9gCoCTTdW7ej69Xi9xTJ+T5DumyqfNGlQyT/XmYQKIAQFPA9ZRVoyyZ+06n870lTYcJCc2247rS6VSgnhXMoDyam1NltcTvmwhnqfKJvsdaBBM35/rHggH1Wjam+objMcZQxzsACSyD5gyHUURMpmMc1J4QzKZTCLVizWivqilb1ocnoemlWgKmC+6Y98DAiYNNdzHRRu47Tj5s+vtgOwz+FUuKDulUgn5fN7r6FiWNYqSzREtocHj2uim7Y9g5e8w9WIBAc8Soxz9UU7KOGNnVJbfQcdW2aTe1PIFbmPJAjoregzqWNXR1H/qFFkZtsaYRlICAo4DviyfcX28xtm0dj+WHLT6ya6jbUsCwcq17ts2GR5HIPj0pUZKfXpRg2MBAScB4+xZXebTl75txulNXw+RKNory9VsdyUQKMNWbjRQbok5n82qOtm+NFvoxGcgjMNhCAS9gXb9ODYX2Lv5/OO63S46nQ663S42NzextbWFZrOJbrfrZko4e/YsfvEXf9ENwKlUymUjaNqITRHhA2JvihpJwP5mMzZVOiDguDCKkdV1hyktspkJPkbXd1x1IjKZjGNrFTbDQM9PB07dJwdfTQOzWUVcbhFkM+C44dNrXO5zEnSdT6+Ok03fsSxBns1mHfGusmzlibrXRjp8ZCJlUmdTUoJ+VBlDKGEIOG4cRK7b7cbZq7oPSyAA+3WUyma/33fZtJZAsAEuvqseVQLBR9gpwae61keuB70ZcNLg8zdHfR+VdeArt+c2Ch+BkE6nHYGgvilliRm0mknruwZL2lkiwfq9qis1M+G5IBB04LKREv1smVBlPIG9wcs2otEBezgcotfrYTAYoN1uo1aroVarodls4uHDh1hfX0c2m8Xs7Cw+/vhjxHGMXq+HdruN6elp3LhxA3Ec40c/+pGLsszNzSGOY3dT7aDIB0MNIRvN5XK9mWRwyQTzvIMhFDBpHGToAOMbtNlltrxBDSE70BJWPji1qpYvELbcR50UJQzsZ/vSlGufEaTyGeQy4Dhg9SaXAQdHR+w6YG/WBd9v9Z1QJ57HZGNTn5PCFGnKmJbvWdJdp6ey8GUgaKaelhYFJyXguGBLeHx6VNePCojZ5aOyGCysPtMGij4CwX72kXC0d+1xlDywQTRuo2UMfAXdGTBp+Ij1UZkGPp05Speq7rQyZbclGU4Z4PHb7bbTZd1uF/Pz80ilUq5/EMeJUddliQn9bDPdrezZsoZRODEEgmLUn0JouQAHK2Vl9CapcRJFEd5++2189NFHqNVquH79Oq5evYqZmRksLCyg3W7j4sWL6Ha7aLVa6HQ6mJ2dRT6fR7/fx8bGBi5cuIB2u41cLoc7d+4gn89jeXkZi4uLztCxtSR8UKyh5CtdUOg81oPBAL1ez93YMNgGTAL2ORtFIABwA6eu43IfU6sDrb7s7/VcdLBjvxI2gvJFOfV3tnbMFzXRmk1bjuQ7l2AIBZwU+ByIcZETvvucG8olde1BDopP9vL5vJNN3/Ya7bBEOvejcsllfNnmij7yQGUyyGbApHCY52wcIW+zf3S91ZdWxkedj76y2ayTTytzasPquQH7u7wDSOhMyrWVS0LtWe1VEmzagEliVFbAOMJglGza9fRBKVv0TXu9HjqdDlqtFprNJobDIba2tlCr1VCv11EqlbC2toZ2u412u41Go4F6vY5MJoMXXngB586dw1/5K3/F6WSW+AH+8YZyyfV8+eRSv6tc+sgFxYkkEOwgqAOoGhPAbp1kr9dDt9tFLpdzHda73a4jGba2trC2toZms4kvf/nLuH37NmZnZ/F3/+7fxV/4C38Bm5ubuHXrFm7duoVut4uZmRk0Gg3s7OwAgDNE0uk0vvCFL+D+/ftoNBqJP3dzcxOLi4vuPHXABZJOjG+gHTX4KxHBV2iiGHBSYKOcvsF3lKGjUc5RBtEoUJby+bxL9/Kdm28AtMYUkJy3d9xxCVtS5HOGAgKOE+MyDqyMWUPIR+6N01P2mU+lUq7Gmr2DFDabh7LHaKUl9A4TZdVzUSKBOjM4KQHHBZtVe9CL2/kyEay+PIzeVGIA2G2gOEpvWvlRudR96XcGw3w2gN23bdJms44CAiaJg3SK2rCElTlgTwf2ej2kUilsb2/jhz/8ITY2NrC9vY1Go4FWq4Ver+d6/mxvb2M4HKJUKuFnf/Zncf/+fTx48CARVL527RpWVlZQr9extbXlSAWW8PpmUtDg9LggtUJJdiX5xmXWnjgCYZSRYJ1yDnyPHj1ybMzm5iZqtRqq1SrW1tbQarVQq9WwubmJdruNYrHoCIZ2u427d++i0+k4pkcHMi2JyGQyztn5/d//fWxsbCCKIlQqFczNzWFmZga1Wg1LS0sJQ8veQGVp+bJsrUKdEh1wg5MScJIwqmxBjR9fKqYlEEgMjnJWlDmlTJBAULZVkc1mE06K/l7l6LCpoIQv0ygYQgEnBYeJpHCdjyCwzoktCTyM0cU6a59s2gwErZVWop3GEI2fwxzbknoa7QwImDRGlSyMe9mgme87X3QmRsmF1ZtxHI+UTcqezi5m1+v5cdkoAsHC6t6QfRBw3DgsgUD7lNngPp+Mpe7dbhePHj3Cv//3/x4bGxvIZDJ48803cePGDczMzCCXy2EwGGB7exvdbhfD4RCFQgEvv/wyXnjhBaTTaUcUlEolVCoVlMtlfOtb30I2m8WZM2ewvLy8L1tfM22t//mkenOcfJ4YAkGdbhtx0D+l1Wqh2+3io48+wje/+U2sra1hamoKs7OzqNfrrrxgOByiXC5jeXkZb7zxBubm5pDL5fD1r38dX/va19Dv91GtVh2hwChJt9tFPp9HqVRyJAVvQj6fR71eR6VSwfLyMmZnZ5HJZHD79m3XCZ6DLrA3rYZlqXyssQ6megPZ96Db7QZDKODYYR0In2PhIw98aV82RZrvNupiDRItO6CcUtbUOOHgqqyq/p7geKPZQVp3zXc79RTlUmusQx+EgOOEjzQYlXLpI/j4olz6eiH4SAjfeRSLRWQyGadHLYFHedHppKwBZDP3tPYzlUrtm7JR+x5oyV8g9wKOG+P0JACvzrRy5yP1RmUJ6dTiBOWM88zTttXoJG1hTXemHkyn0y7Tl5mwJP8suUC9qaVEmhGkejOUFwUcB3wBqiiKXJCaZXKNRgPVahVbW1solUpoNptoNpsAgG63i52dHbRaLVSrVWxvbyOdTqPT6bg+Bul0Gj//8z+PF154AbVaDRsbG1hfX8fU1BTy+Tza7bbrvUfyrlAoYGdnB2+88QZu3bqFSqXi9PHa2hqKxSKmpqb2XY/ayRqkVp0JIEESsLee6k1bAujDiSEQ6Mj7IieZTAbNZhNf//rX8cMf/tBlGtTrdTd9W6VSwdmzZzE7O4tSqeQegm63i7W1Ndy+fRt37951jM+bb77pakiUQeIARyNKa0xSqRQqlQoKhYJjhN5//338/u//Pn7lV35l3zz2QLI+jMaPNbj0pvkGXN/cuQEBk4Z1GHz1X1w/KnIyygjSKMpR0qbtdDcqyzRgWMpEkoHbaB8VX4qXGkDqlHCwVUNIHaKAgOPEOJnkZ59zoiSeJQ+ss0JYnU2wuTCjnNSplA8lD21E0kZN+N2Cho+VR5uCqWnTwUkJOG74iAQuPyx5wPpqK5s6kxAdeiUIaPOy/wGzcdlMkfJhdbhON66yaYNj6ryoIzLKtg3kQcBxwQakNGC9vb2NWq2Ge/fu4cGDB7h16xaq1SoqlQoWFhZQq9UcycAM9Xw+j6mpKeeH5vN5/Lt/9+9w9+5dDIdDPHr0CGfPnsX29ja2t7dd1ns+n3fnpDZoJpPB0tIS5ufncf/+fZRKJafLHj16hIWFBczNzXmnKR+ll4E9vWmJdutvauBsFE4EgaDGAwAX1WPUPZPJYGtrCx999JEjD4bDIWZnZ7G9vY1CoYDFxUU0Gg08evTIkQv9fh+VSgXT09N4+PAhoihCp9NxKVr37t1Ds9lMkAgc5Mgazc3NIYoid0zrFAFAo9HYN3DzumyJAt99jo5N6bTLNSshDLgBzwt8RIPNQPAZTT4SwTLG2qiNg6cyrNZJUbLAF60F9jdI9JGMvr4kgTwIeJ5gZVHlzcqkZhppRsIogs9ORWVLFJSksFkFwP7pVxU+2dSXzeZTwygg4CTCR/aNeqlsWoIBSDZCBXbL+DgFebPZxNbWFt5//33cvXsXt2/fxszMDC5fvoy/+lf/Kjqdzj5SUYkJn02rsKV9Vk9a2WRGRCARAiYJGywC4Eiyzc1N/OEf/iGazaZraNhqtRDHMRqNBiqVCq5du+ZmRSARl8/nUavVnL+ov5ufn0e73QawJ588B83gobwAcETGl770JVeOPz09jenpaWdr6lSP1IU+f9OS6pr9M+510OxFJ4JAAHYvtN1uo16vo1arAdjrQ9Dv99HpdJDP511WQSaTwfnz53Hr1i1sbGygWq2i0+kk9kcWtNVqIZvNolAoIJVK4c0338T6+rqbaYH1LMBeWgcjlMViEQDQbDb3dX1OpVKOuS2Xy/tYXD4Qur3eDGW+OLc1v3O93kye37gbGhBwUmANkaMQCFEUOXnS7RVMp8zn84moJT8zPdrnpFAW1bmxcqcRFfsOJEsj1DgKCHgecJCjYuXFFx1Vp0bB3iS5XA4AXF1osVhMZPhRNlU+bS21hcqZ71ysAxNmSAk4ybAyd5BcqmxSRtLptEu57vV62NnZQbVaxcbGBn74wx+iWq1ienoamUwG3/3ud50zMz09jb/+1/86/uiP/sgF7EYda1xAjLA2rY+ctwQCdXVAwCSg5XLAXsCa0wozS11nQqBsFYtFzM/Po9/v48MPP8TOzg663a7TWZVKBf1+Hzs7O67ENZPJ4OLFiy5bTsl0no8SCDyvVCqF+fl5AMCFCxcwPT2NcrmMO3fu4P79+/iZn/kZVx6o+lPHBPUbKWvcN31ODWr7AmMnPgNhOBzi7t27uHPnDnZ2dhBFEc6fP49yuYxut4tGo4GtrS0Mh7uNJjKZDAqFAvr9Pq5evYp79+7h4cOHAPacCna5TKVSaDabOH36NKIoQrfbxQcffICFhQXs7OxgZ2fHMUj8w7rdrjNE6JTw4VImloNkpVLB6uqqS2nRqRr1QVGjh1N72AwEnoetTRkMBuh2u67hRkDApKBGt0Y5DjJ2fPDVUyuLq31DaIAQXMdzYCdpygdnRpmfn0/ILfc36hw1E8iSeTye3d6X/nXQYBsQ8LShBvsowkuNChoOtsZZZYIpmZp9QLJc1wF7hkm9Xke9Xkej0UCn08Ha2hq2t7exsbGBH/3oR8jlcjhz5gw+//nP48//+T/v5N2OJ1ruYK/TOk66Da+fhg+doeFwb/osvd6AgGcN3/PmIwqsYe/TT7RrdTmdk263iwcPHuCrX/0qbt265ZqvDYdDTE1NYW1tDf1+H8vLy5ienkYul8Ov/dqv4Xvf+x7+/b//9/gX/+JfYHFxEd/97neRTqdx+fJlxPHuVI+9Xi8hW3o9qVTKOf4k/NU5ow5Op9OJpnPqsHW7XXQ6nUAgBEwMURS5TBySA6VSCcPhEM1mE7VaDYVCwQWl6Y+ur6+j0Wjg3XffTegtDeoy44B6KpfLoVQq4Qc/+AGiKMKnPvWpBEmgGeUst2VZEQNgxWIxoefZ++9v/I2/sY/QB/wzIpFosASh/k5LG+hrHpRZeyIIhF6vh48//hhra2soFApYXl5Gp9PB3bt30Wg0MBwO3R+ayWQwOzsLYHcGhiiK8NZbb+GrX/0qNjY2AMD9AaVSCW+99Rb+9E//FFEUuQHr3r17KBQKrnEFGSVlYjgY1ut1RFHkshvY4ILHOXPmDP7D//A/dB0xmUqtyoODKKectNFUTY22adK+dM2AgElinOE9ykDSaKCvOaJ1IPjsU06APadiMBig0+lgc3MTm5ubbpqcW7du4eHDh3jw4AG2trZw48YNlEol/MIv/AJefvnlfY6G71x9Bptlh61cKjNro50hwhkwSYxLJ7YONuWRBgWfYy0BogFDx5v6Jp/P45133sHa2hp6vR4ePHiQyMpjU6lisYjr16/je9/7Hra2thzR/1M/9VN466238N577+HP//k/72QKwEjSwCefVm9quqdNkbblRgEBkwSfb8rcOPJKZXg43Jv5iwT4YDBAq9UCANTrddegjQ7PzZs38Z3vfMfZrsViEaurqzh16hTOnj3r7GaSAnfu3MH6+jpOnTrlmia+9957WFlZwcLCAgqFgssQsg6EL0NBSRDCV7Zgs/aCzgyYNDqdDr7+9a9jOByiUqngwoULyOfzaDabriEiS/ByuRxmZmbQ6/WwuLiIpaUl/OAHP3AyQ8c8inZLCOr1upu+mM1KX3zxRdy+fRvVatUFhK1uIoGQy+VQLBZdyZFmswO7JQuNRgNTU1MoFAoJYkFJDdWpo+wDDZz5svZIIJz4Joo0SHRg5A1iiQGw58gMh0P3JzJlZHFxEVtbW65sIYp266OvXbuGb3zjG6jX6wB2jRWSCzwuyQQOmMBeRKNWq7kSisFggHa7jXK5jJ2dHdRqNczMzODGjRvugbMsEJ0hLlOiwge9qcBeWok2ognGUMAkQQPoIPgMCw5k7D1SKpX2yRizaqIowvb2Nr797W9jc3MTGxsbblCP4xjtdtvVgb3xxhv4d//u36HdbmNmZgYbGxv4D/6D/wCpVAr37t3DjRs33MA3yrnSiKaWOfB3Vg59qZeW3AuyGTBJHMX41majwK7eXV9fR6/XczMIMSIIwBF3NGT+zb/5N3j48CGKxSJSqZRrJjw1NYWdnR00m000Gg3n1Lz55pv4/Oc/jy9/+cu4desW/uiP/sh1oWZ5kp3HmiCZoTKnWYE+48cSeZopFAi+gElDjfuDEEVRwmnf2dnBhx9+iO3tbWcLs8S3Wq262mz2AJufn0cul0On08GLL76Iv/f3/p7Lru10Omi1WqjX6474+973vodGo4HTp09jdnYWFy5cQBTtztxw69YtXLlyJWG76nmqrtTZUXwlfb6ShVHyGhAwCfR6PVSrVczNzaFQKODRo0dudj/6nN1u1+k4RuMbjQYWFxcxPT2NVquFfr/vAs29Xg/nzp3bV0q/ubmJd955xzUTbrfbTs58ssEsBGYDWH1HO/zcuXMJAgHYyzRQm1X9TWvP+mRRPx+mr9eJIBC63a5jZ9rttvuzgWTNPyOXpVIJnU4H6+vr6Pf7WF9fx+zsrDNs+Od0u118//vfR6/XQy6XQ6VSQbvdRiaTQbvdRrVaxebmJk6dOuXKFsim8vg6FUe/38f8/DyuXbuGarWKixcvuhu0s7Pjbh6jMr7GM2R0fYytXq+vvEGb0gQETAKWAT0IGmnhc9zpdLC1teXIt2Kx6GS93++j3W47gu7u3bv48pe/7AhAnfFkfX3d1VJ/+ctfRrvdxuuvv44333wTX/7yl/H1r38dqVQKf/Ev/kXXMRcYPXe8pmwDe+ldvF69dju4WkJBDahgDAVMAlqG4HvmuI4ydvfuXWxtbaFWq+HBgwfY3NzE0tKS6yrNkh99Mb2YOjObzbrICmdZiOMYxWLRTZWcy+Vw4cIFzM7OolqtIpvNYnFx0ZUfvv322yiVSrh06RIqlUri3KmDVV9StmxmkM9BsXKo2UIBAZPEYXUny2zfffdd3L17F+vr67h//z62trZQLpcxPz/vbL5yuYzp6WnMzs5iZmYGxWLRBbbu37+Pfr+Pra0t/PCHP0QURY5soOyxtpuZCtvb286uLJVKKBQKePjwIS5fvuzOb1RZlBLv9pr5+SB9GWzZgEmDWQb9fh+NRsM59JpdOhwOXc896sALFy5gMBi4LB5t9J/L5fAX/sJfwLvvvos/+7M/S2TXNZtNFAoFbG9vO/+W8GXLAXsNHe12wG7p7qlTpxKyZ7MP6MPamQTH6U27TP3UUSToiSAQBoMBms2mYzVZ+6HGBIDEn0GjaXNzE6VSyTkhr7zyiut4yX2m02m0Wi3Mzc256SLZREZTovnSP04ji1EUodVqYWNjA51OB/V6Hb1ez82py4aLTAMlKaHGD5kdrZ3mMjJdZMD44DIDgpGgw0SDAwKeFnSQsgMbn0cSB5xi5ubNm+h0OqhWq7h58yZWVlawuLiITqfjXq1WC61Wy0U6mXlEmeUsKouLixgMBlhZWUG5XMbi4qI79unTp/Ho0SOk02kUCgWUSiXcunULjUYD169fx5kzZxLjB7CXbqbzxitZp6VCSh7QobJOFkmN4KQETBJalqDftWY5nU7jy1/+Mr773e+6eaupK9PpNLa3t3Hr1i1HsHOa4unpaVQqFRSLRefk12o1/OEf/iGy2SyuXr2Kv/N3/g5SqRQajYaLmDQaDdy/fx+NRgOtVgsfffSR042ZTAatVguPHj1CqVRCJpPB5cuXE86IzfhRUFZ17ng1dqg/qVsZpaXNEJyVgEljFHlAezKVSqFWq+Htt9/Gj370IwwGA+f009Eol8uYnZ1FoVBwpUL1eh0bGxuI4xh3795N9PrK5XIuMDY9Pe30k+pv2tVaklssFvGtb30LURThi1/8orOVeR08X9q1XD4qS1bToVk+rI4Xl/G/CAiYBDQ9v9lsJgh4vlMfMWuv0Wjg3r17KJVKOH/+PPr9PtbW1pzN2+/38YMf/MBlJmhginLT7/exvb3t7FcNMPM43W4X6+vr7hwymYxrRMyyw1/4hV/A1NSU67FgCTlbLqUkuiUN1OekHawNJfU8fTgRBIKm9quS147MwO6N503RP6RarWJ1dRWbm5toNBp45ZVXsLq6ig8++MAxTExNKZVKbtDK5/N48OABOp2Omx+X63q9XuLm6UDHAbtYLGJmZgaDwQDT09Mu3UVrvYHk/KK8XpuaYlkoO/iGqRsDTgr0maU8xnGMe/fu4V//63+NR48eOeOA5NnGxoYb9Eqlkps9YX5+HuVyGaVSyUVEvv71r6PdbuOtt97Cf/Ff/BeYmppCvV7HvXv3nCwxSrO2tuYcI2YucVC/efMmstks5ufn9/U4sAaLlUFfapnNAtKBOchmwKTB51JBA4LraRwwc09L+ajfTp06hampKeeYt9tt18U9l8uh2Wxie3vbORScMvnDDz90JBqzEhid6XQ6Tn/3ej0Ui0UsLy/j4sWLyGazqFaraDQaCQdG5VKvYVzERA0evtNADHoz4DihxB6/254/LE0gYc4O8NPT087Af/jwocsuUGJtOBy65m/D4RDz8/OYm5tDvV5Hq9VyPUr0eJlMxhGCHBcKhQKiKHL6l+tZ5jvOwbd2rHXErM7UgFlonBhwHKBeJNiPi7B+KL93Oh3kcjlsbW2hWq1iamoKs7OzyGQyqNVq6HQ6jpDo9XpYWlpyGT6Uk52dHZTL5YR80cfNZrOuTIm29dbWlnPyqdOmpqZctj1LAEdlIKrcjco0UF9Tdem47Eb33z2le/KJoGn/NDoYPWEaIyOd3JavVCqF7e1t11320aNH2N7exhe+8AWcO3cO3/72t/GVr3zFEQBs6hTHMebm5lw6ZxzvzvHJUgpgt1aGA3o+n0e5XMbHH3+MnZ0drK6u4r333sPs7CxWVlawurqamLZmVJaAHWz1ZZ0TZYhCA8WAkwLKJz/zxXlz6VRzwGVt1vz8fIJ17Xa7uH//votqbG5uOuP//PnzaLVa+OY3v+mcmPX1dZRKJZRKJdcbgWNCu93G2bNncfr0aSwuLqLf7+POnTuYm5tzU+Ec5ppGpVmqElDyIKRHBxwXlEDQZ1P1CbN0BoMBvv/977uZSkgCNJtN3Lx5MzGHNGUK2I1+MuU5iiJHqHc6HVf2kMvl0G63XXonyQlGVmgYPXr0CLlczkVSSChS346ClcVxxo++SGAGAiFg0lAdqTXPXNdutxM23/z8PC5fvoyPPvoIW1tbyGazKJfL6HQ62N7eRqvVwnA4RC6XS/QGYWZtLpdz8shoIp1/6lemWrNXF21qnh+wSyyWy+VEKfBhrvUgm5byafsFBdkMmDSUQKAc2ICvbR5Korper7vpUAFgdXUVn/rUp/Dee++5Z5qO/dWrV3Hnzh1HUMTxblN+2q225x5nOeLxuL+rV6+i1WrhhRdecPJN3Uo9O65J4ih9afUpM92ZZXsYf/NEEAjAHlvLG8CbqU1aADjmVKdpBODSSSqVCqrVKv7kT/4Ew+HQNX1iHwRg92Z1Oh1MTU3hhz/8IZrNppvPk856HMduCg1mR+TzeXQ6HSwuLuL06dO4d+8eTp8+jampKUxNTSWaZ9go56gB1peJoDdbUzYDAo4Davhw8FLwWQWAK1euuKhJKpVCpVJBr9dDq9XCzZs33bOtzCY/awkQp3O9desWzp07hziOXUonZYLywsaMm5ubrlHU/Pw86vW6l0n1GS2+6KZmHwDYl3mg5xEMoYDjAJ9NyiYzDlTGWAp05swZ18+AxF4URWg0Gm5/2run2+26WYhefPFF3L9/H0tLSyiXy3j06BG63a6bH5tRFxIIlFXO7sDSiNnZWQwGA/zRH/2Ra3pqp031QfXkqEwE3VblMyDgOKA222AwcFkBLK2hHLKkLp/PY25uDul02pX/UYey+RoAlx79yiuv4Ac/+AH6/T5yuRy63S7u3r2LTCaDzc3NBHFOWdGgHEtt+ft+v4+lpSWcPXvWjROHvU4rn6Nk1RLy/H3QnwGTAnWizTqwZfOaOcRnud/vo9VquYaIP/jBD/DFL34Rs7OzePToEdbX113w7OHDhy5gzd/WajXXKFHtUmYHFQqFRPlArVbDvXv3EMe75frUr7lczjVd9elOK3u+oJ8vm1az+LjtOJwYAgHwp3oxfYS1HhsbG2i1Ws5B5x/AaGcul8PNmzfx4MEDRxiUy2VX78LmE4PBAOvr6ygUCtja2koYGjpwMqrCqa6mpqbQ6/Xwzjvv4MqVK1hdXXWdOZVZ0rpwDphaP603V9MvdY7cdrvtbqYqo0AmBEwKcRy7AU2btvD5bLfbibTMcrmMU6dOodVquTroYrGIbDaLzc3NBEPLmi8OnufOncPOzg7iOMbVq1fx/vvvo9frodlsIpvNutpLyjmJPZIL3G+hUMDGxga++c1v4nOf+5wrT/IZMpQ1vjio8nps9ITyqo0fuW0gEgImicFg4DLkOK81S/ZYFkRd1+l0XBbQ5uYmHjx4gFQqheXlZczPz+P+/fsYDAbOKBkOh3jhhRdw9+7dRP+dW7duYWVlBblcDo1GwzVno1HErEBOgWWzBUm4tdttLC0tuXm2gWTUlt+1fppRXG5nsw40ikI9qj2UAgImheFw6Bq1DYdDl91KHTg/P++a/AJweojkXaPRcHYkAOegUM9ks1nXs6TRaLjp5NrtNlZWVnDr1i2cPXvW2cBK8jM7R0uDd3Z2kM/ncePGDSwuLu6bSlmdD+5P+45oPy8b+NLl7HWkM6sFBBwHqB+0xp8RfZIMzNLTDIWtra1EQ39muubzede/D9iVKwa08/k8SqUSqtUq6vW6K/VjYFsD51qWMDs767Ilbt26hdnZWeRyOczPzycCajozipIDNpPAZs6qz9ntdtFqtfb5p+MIvhNDINDZ1gGK02jMzs6iXC5je3vblRto+hWQrPdQw4MOxdTUFC5evIiLFy8ik8lgbm7ONae5d+8e3nvvPTcdTrFYRLFYdI2lpqensbCwgKmpKVfG8IMf/MBNW7W0tIRCoZAgPuw5+VggGylRdpYKRZ0U/i4gYFKgsc9nkFNHVatVdLtd12SNzz/rOdkbhNOgVioV57wAcDOWFItFvPzyy/jWt76Fzc1NxHHsZmxgTejCwgKAPeKMskISwpcVwcGwWCyOlJlR6Vw6ftj6artMCYeAgEmi1+vh7t27rmcBswUqlQoGg4HLLFBjn9FL9iHh1KokBFqtltNhr732GuI4xgcffOAipkz/1EiMJdwIO7sJ9TbTpJXgUIwi7salYqoetXNtBwRMGoPBAFtbW64PQbfbxfb2doIMr9VqjqDnb5gNwIyCKIowPT3tGnizX0Gv13MZdu12GxcvXkSj0XDENoNqwN70brSVWc4LwPUPYj+v6elpAHtZDpwSXaHy53M0tFTB159Ef0sEuzZgkrDZQXTao2hvOtWHDx9iZ2cn0dOO9jCzFbrdLv7wD/8QAFypEEsWut2uI9jZtP/hw4cA4Br7axCMx9cAFwNmpVIJAHD69GkUCgV8+tOfTpRf6O/0pZkIVqeqntSSp6PozBNDIGg6My/g7NmzOHXqFIbDIdbX11GtVhM3mgNbLpdz2QGnT5/GxYsXsby8jGKx6AyVqakprK6uYmFhwaWAMLPgZ37mZ9Dv91EulwHszaLAQZSfWfrA7AZOS7eysuKaWthr8hlCuoyDqw66ZIW090EYYAOOA/1+36UrDwYD1Ot1V5PJqdxYNzUcDl2jF0Yhi8WiM3imp6fd9jpQLS0tJQwefi4UCqhWq26mBkZBbQMcLR0i0uk0FhYWnMFl4RtsbYqlHWytXGoJQ0DApNHv705hzBlNGMHk7EBAMj2YxkYul0Or1UKtVnOp0ayLJgnebDbx7W9/29VTN5vNhEPAGm6b3kkjS7MEbI1mKpXCuXPnEr0WFMzyUZJOnRTrlGiDKRLu9ncBAZNEv9/Hw4cP3QwlLBWiHtWMHT6fWrZbLBadzNVqNbft3Nwcrl27hs3NTdd/hEQ9ewWlUik3W9jy8rIrk2AWkPYZ0zLAXC7nypBY4mRt2lF605cGbbP7VKZDaVHASQEd6NXVVczOziKVSmFnZ8etZ+kPdZWVoW63m8gAKBQKyOVyOH/+PJaWltxMfYVCAalUCt/+9rfx0UcfIZPJONknIUE/koQfdWc2m8XU1JTrv7C0tOT0rGbuj7JnbcaeknmaSeTT1+NwYggErTmJ4xgXL17ElStXnMO+traG4XDoUpWBvbqVSqWCubk5nD9/Hq+//jquXbuGUqnk1rOREyMuvFncR7/fd/Nbc//60i6drVbLMcP5fB6ZTAazs7NugNZIy6goihpXNoJiSYTQ/yDgODEYDLC5uemmRGW0k8/kxsYGgGRdFbBnBLEjNEsOALjUTXaB/vjjj92209PTzmEvlUrO6GIqJuXEplXaaWvK5TKuXbvmarTVUfHJn6+0wRpDvu/cnx47IGASIIHA/gesW+Zc70CSmGfGDnVavV7HYDBwsyxEUYTTp0/j8uXLuHfvHgqFgptNgVEa1XP379/H2bNnUS6XE72KqAMZ6RwOh64JXBRFmJ2ddbLJTEKOGz7ZtKSe6kxdrjMwaI+UgIBJo9/vY2try9mLqhspD1rqqqV9wF4gjTq3Uqkgk8lgfX0dP/VTP4WrV6+iWq3i4cOHGA6HuHnzpiPrWZ+9tbXlHCLqQC1DZLQ0jmM8ePAAW1tbKBaLuHLlCvL5fCKKqfrdZszazCDVldampe4EkjMfBQQcB+hTXr58GefPn8f29jbu3LmDVqsFYK8Hn/qL9Cc53fH09DTK5XLCv7x48SJ+7ud+zs3SwFc6ncb777+PWq2GUqnkGpbyd+VyGfl83gW3U6kUPv74YzejYLVaRaVScaUNLF0CkgHrceSez+/UMiRCr3kUTgSBoGlc7D5bKpXcoEbnhX8YsxAymQzy+TxmZ2fxwgsv4I033sDp06fdn6plEfxztQu8lkJo3YvWxNjma6zhIpvL8goaR76IJZdx/750S4266PzVYXANOE70+7vz3fI51o7slElC2VTKEGWVTg2zeJaWlpwRpIYVsDd9K0sYWONJw6jdbrspU+kokWgYDoeoVCpYXV11MzmQTNQ0L52X2hJ9bERne5JwoNUmroogqwGTBDOCrHNCIkEz51KpFNrttqu3ZBYQ6zynpqbclFGXLl3C0tISqtUq1tbWnE5aWlpCo9HAcDjE7OwsHj58iJmZGZTLZTcNJPUyZUeJd6ZhsuypWCwmpnH0Zf4oeWAzgGw2ENO3KZvaECtkIgRMEoPBwE19qqQ3bUTtG8KAltqJ1GeUDZY25PN5fPjhh24WFGYctNttRyBsbGyg3+9jc3PTBdBYy005KpfLidRpZhPOzMzs60CvWT82i8A6I4xi2gwi7X2g9rQeI+jPgEmBzxuz4c6dO4fNzU3cv3/fTaPIHgNK7rH879KlS/jMZz6DGzduIJPJOL+U8sxtgeRsCOl0Gi+++GJiO9s3jyVMcRzvK6EolUpYXl52ulTLFCh3Kpc2GK3EH7+T5FTZPCxODIHAqP5wOHRMazabdZEVVf5kgPL5PFZWVnDlyhW88cYbWFxcHPkH8PdqSGhTJ+2poLWawJ5DNBgMnJHCDIRSqZRIRQHgnBDbjMKyPr6BWG92GFADjhtMj6QMKkvJ5oRAkq20ssBBjhEP7uvatWuuPOmdd95xRtL09DTq9bqTz3q9jkKh4AZNpmpr6QLr0hYWFvDSSy+5jAYO/r6yIV+alzWQ+OK121QvIBg/AccDkmx8dm3jYWCPROd3liOwb8hgsNsrgeVGdDx+6qd+ytVtf/zxx8hms5idnXXlEaqzNNOA8kTnh+NCs9nE/Py8i8iw2WM2m0Wr1UrUYSqp58vUs9kHlEuNbgYEHCdIrlNvcJk2HKatSZs3iiLU63Xn6NNpYFNQNlxbW1tzmQdMmZ6amsKNGzfQ6XSwsrKCq1evIpvN4t/+23+LZrOJmZkZXL16FUtLSzhz5gxOnTqFxcVF5HI5rK+v44MPPsDDhw/R6XSwsLCQ0OEawbRRTS1fsv2BKKNKPAQ9GXDcYCAYgGt8+ODBA1fSp6V3SgTk83nk83m88MIL+NznPoeVlZV9M+3pZ83Is9npB70AuOwjlguyxIE6lHaw+pSHyQiyAWwlD3zk3jicGAKB7xx4t7e3XYqjplUQMzMzuHDhAl5++WVcvnzZpVzZqWfsDeGfypuq2/imjuTgziwJMsMAUCgUUC6XHYHAQVcjJaNuqBo8ajhphDMMtgHHDaZbWmeb8kMG1c46QqKt2Wy655hpm0yz/PDDDzE9PY1arYZisYhut+sIuXq97o5PueCgSQeDsqNz6cZxjI2NDVfTrRlLlrjTtGe73le2QNnUFMwgowHHCWvIE3Q+aOCwrwGnkQL2GplqSvXs7Cy+/e1v491333VR/VKp5Egz6sZarebKJVgvyqZQ2WzWRUZJDADAgwcPnBE0NTWVuA6fbNpMhFF6k+82whkQcFzQ7DwtI6LTz2ikli1o9qnKL21bEgzdbhfz8/NYWVlBoVBANpvFiy++iJ/7uZ9zZbX9ft9Nvzo1NeUCbpR51ml3Oh1sb29jMBi4wBwbIANI6H2fk2KJeaubqTNt36OAgOOCOvb9/m4Z4M7OTiLgy+deSw9WVlZw/fp1vPHGG246Ys1W575tfxHNhGMmktqO/E4bWkmBZrPpMvCZgcA+CCqbWu7uk03qTUvykZxUX/UopX8ngkCgQ8E/lGnJHAQBuFQs1om89NJL+PSnP+1qvBi9BJLTQZEU0FRGJQ84kNsMBDWW6KTQIdIMhEKh4PbDrAHeqFEskE0p0eUkD/hwWGZKlwUEPGuQDLAkG+WIn7XZUq/XQ61Wc3VkJBmUuOv1enjvvffcoFksFt1+Lly4gNXVVReVKZfLqNVqrjaNgyxnSalUKi5b6e7du9jZ2cHq6iqmpqbcmGBJAl8q1zgCgYYdI6u+QTZkIgRMGr5nUIlwYK82kgYDIyvAXhYe9SAzeTjrgqZs/vzP/zyy2axrhlosFvH9738f3/jGN1w/k/n5eSwsLODs2bNYWlrC7OwsAGBzcxMfffQRtre3XV8FzUaysunL2PO9mBVoDSgbDQoImDQ0y4CgzsxkMqhUKs5ZoM5hCjMzYBmcOnv2LH72Z38Wly5dcrJTLpdd6YHKMZsmcoYV7UnCJom0aRmso16dmZlxUVmbuWdlc1xUk+upN2kP+xDkM2DSUF+PxLd9PkkcFAoFXL58GZ/5zGdw5swZR5xTToE9WdcX7V0ShyQs6IvS/mTJEDPdad+yOTKzJaiLC4VCIsCtgTArm77sPc0cJMGnOvMoPuaJIBAA7Btk+UeQOGC/g8XFRbz55pu4du1aIlMgnU67QUqXaY2Zpotx/8wuUMJASQc6MaxLq9Vq6HQ6rh5NO+na+i+9mSQHtGO0DrScdo69D/Q6mE6jGRMBAZOAklb8rs1OmUJJA4bPuiXwGI0pl8uoVCpIpVKoVCool8uudnN6ehpvvfUWLl686Ka/yefz2Nrawr1791CpVNyMK9lsFsViEfPz8272lNu3b+N73/se1tfXXV03nRQtP7BREtvJ3UZTer0eWq2WawTnS/UKMhkwaViZpJ7L5/OoVCoolUpuqmHqPZ1umK/V1VWsrKy4Tuz8/dTUFKamplAqlTA7O4sLFy4AgCMWUqkUVlZW8HM/93NuDNAoChtCsY5zbW0Ng8Fu7yBOzUqjxs4n78v8oXzqe7vdRrPZdCQn/w8tMTpKRCUg4GnAZs7aLu4LCwsolUqo1+uJ2RnYfZ1Nv0ulEi5cuIA333wT58+fd3JMcsFm32mGrY/kpz6m/DJTkOfIZo0kM2zWj62r1tlPrE2rATcG1/jf2HMOCJgUtOyAUzHSgWezYfqclUoFn/rUp/DSSy9hamrKyVcqlXIlBECyp54tXyDU9wSQmLmBhAaD5LQ5m82mK+/P5XIol8tuGlgGt9ljRLNqmfVj5VTlleVS6m8SqkPHyeeJIRA0gqmNn7S5xLlz5/DGG2/gzJkzjh3lDeRndbgVdtYFglkOygpp6qcO0ox08GZms1n3O5taqU6IbT5jP7fbbcc0+c49IOC4oAOITitDco31WGySxMGIAyGdjVwuh1dffRWf/exnXfoyyT2mVupnHrPVarkZFegkaeMZOi6tVssZYsxomJmZSZRAKCvrc1R8csoIivZi8UU5gxEUMGlYI4UOC6cu3dnZcXoJ2JU3yh4jlRcuXMCf+3N/DpcuXQKAfSSA9gGirqQRxLEgiiK02+2EIaS/ZSSFRhrJCc3WGxfNHPWZcqnEgyU7g1wGHDfozKvjvLOzg0ajkdApXFcsFl1z8Ndeew3Xr19HPp9308VZB0WfcTo22kBVdbadUUUJBE41ByT7Hthops/G1cAZCT82Gyd54MuiDbZuwHGAsgHs6U07U9HKygpef/11XL582RHvlnwY1QOB0GdfSxWYoaD+rfYAJLnH8mGS/7R3SR6M050+PWptWtvL66g4EQQCBzd+VmefbND58+fxmc98BqdPn07UYdMo0alqmP416ljA3o3VGlEddPnSOT7JpjLNjASCsrK+G0YmyA7GGkWh80OFog9mQMBxQh0FfidDyR4HalgAcPNIFwoFzM/P4/XXX8dLL72USK/UGlAOmjRcOIDqcg6wSvqxLqzZbCacFBpgHBNGOSVWVjU7SGWT44UOsjY7IyBg0lDlr8aKTUHmtlEUoVAoYHV1FRcuXMBLL72Eubk5V7qg5CCAffpQ0zCtEaZ125q9x0gkHRvOwkBdZ2c6OYxckjhotVpuO0vuBfIg4Dhho498LimPnBFF9Wsmk8HMzAwuX76MV199FfPz885hUEfHvitppuSCyqvKLDNvGbiyJbmUJ1+fLiujNkOI0U8G3FQeA7kXcBKg+kwz+Jjxvrq6ik9/+tO4fPmyy8Lh7H6URfqsvuxcu1xL5a3eVJ3JrAbKJkk42rTaj0/LhUb5mT4iodvtuqw9n117FJwoAkH7HZAAyOVyePHFF/Hyyy9jfn4enU7HlQ1YI8Y63Zbl1MGVxpVtNGX3QQekUCi4bvRM82S6me1dYG+WpoGpMcTUTQ60to7TpmHyPQy8AZOE1nLqM0mHXh18DrLD4RCnT5/G66+/josXLyKfzzv5sz1ItLRI07o4kGqqGOBnepmOxeyHqakpFAoFF331kXfjnBTKtE4NZ/uSUA7t+BIQMAlYmeTz2O/3HfnG55GEQKVSwac//Wlcv34dlUolQZJrFp8SEjSU+v296SFJDvh0r637ppNCuS4Wi8hms67hIeWSx/Q1e9JlWrpgM4PG6csgnwGTgj5nNgIP7JX0AUiUI5w6dQqvvvoqzp8/70oJKHPAHlFHkFywetPKpnVsSBgwhTmVSrkmilqf7QuMjWrIpn0PODWczbDwkXxBLgMmCZIFAPbJTSaTwenTp/HWW29hcXExkfXDRt4k46wfRrlSwoDLR2W4WznV4Fy9XncNVVnSxP4LOnOCZtTaTFrtD6TkgZY8WP14FB/zxBAIjOYDe8bO7Owsrl+/jpdeegmlUskZMDrwKAukn5XxUceFy7XmxBft10iOdsQkmaD9D8i42vRo3mj74mDM1E4yQXpDla0OA23AccNGT4C9dEnKK2WzWCzi2rVreO211zA3N+cGT9ZUai2mZXEpnxqZsYM15UHHAG1ums1mnXPE9EyfIWQJPVvTqTVoSpzYqK6+288BAc8a2m9E9RbBbLmlpSW8/vrruHTpkitD4G8sEchMHi4H9soYgP3PuMqxGiCUTRpCuVzOlVhonyAtQ9DmTlY2+aLe1L5HenzCOm4BAZMCZUJ1F21NzbSj43Lp0iW89tprrj8InQ3qHtqslEHuN5vNum2V3LPnobLJd05bR+cEgNOLJO99M5/46qp1uZKGhD2+Oi8hKBYwSdC5V1kpFos4d+4c3nrrLczNzTm50ywF6kX1N62vSf9Sn/NRsqmkAffFYFWj0cBgMHABa8on9R7HAV+fPSX4tGmilhpbPEmW0IkgEPTPY3rV+fPnce3aNVy8eDHB/jB9mbAkgTodwF4Ggf4pygKNKhfgb3gzU6mUGxBzuVyCldKbxkHRZ/QoecBBlimYvMlHZYACAp41NG3KyopNb56bm8OLL76Ia9euJaaDInngk1d95jW7SNOiFcrSxvFuR3mb6sUOueqkWNLA56hoTxJN8eJxg1wGnBRoKrI1dLSMoFAo4MKFC/jUpz6F+fn5fVFMYH92HpdptEYNIeuQ+8qbuJxRTjZF5bR0PJ42EvbJJw2mo2QFBQQcJ7TEThunEVq2VyqVcPXqVbz44ouoVCqOlLdZAz4SQYl4jYxaJ0X3oYEqznimUzxqdNNm5fns2nF605cVFBBwnNCoP8m7+fl5vPrqq7hw4QJyuZzzN6mfACT0nvU3ASSa8lNO9TMJ+XGZ8vQP2deL+ySBYLOCSESqXGqzfgaqGRBjme/T0psHEghRFP0WgL8M4FEcx688XjYP4P8CcBHAxwD+ZhzHW9HuP/MPAfwlAE0A/3kcx392mBOhMTQ7O4tr167h+vXrKJVKaLfbLrUK2CMA+BCo060GkN5c6wToYGsHNfuA8I9myiWdHE2vtt3deUOVEbL1KUwlIVOrrHIYcAMOg0nJJg1+G3XX2q1SqZQYhLPZrKurJmyfEh/xR/n19SPxySZJAxpC2mSRAyXHBWsMHWQIaVaRzXoICBiHScimEgg2ysk+Pfl8HteuXcPLL7/ssvhUvtTRV90JJEv6VG/q7yyskwLAZe4xE4KGEPUlgLFOihpM7KegGQvWUQkIGIdJ6U3aiT4CgY7+7OwsLl26hJdeegmFQgHtdts1bCOUHLSySXtT+5eMcgZ8sslSikKhgFwul8gAAvZK/6xs+mYU08wDle1A7gUcFpOUzUwmg2KxiDNnzuDq1as4deqUkw9m9ajdOSqbRpsjWv2qelPJCIX1X1nOS3+TTchJQFDWuD/tp6dZQVq2q1l7zKjlNfmu77A4TAbCbwP4/wH4XVn26wC+FMfxb0RR9OuPv/99AL8M4Nrj12cB/KPH7weiWCzi0qVLuHz5MhYXF136sRob8eP0EHUqgGTJgtagkPWxTBHX2eimZWr557L5Ex8oTfWy02VoLScHWjudBqMqo1JJCFu2YB24gJ94/DYmIJuUI04fo2xqKpVCPp/HlStXcOXKFSwsLLhBzBdF0ZRpnYaVsuh7t1ACgfLD5qbFYnHftJIA9g2mdsDV+moOttoAyjc7ih0ngoEUIPhtPGPZpC7SqAZlMpPJYHFxES+//DJWV1eRz+fddnxOmWpJKPEO7Dku3KeN3IxKxdTUZMoRa6zz+TwAJHSl9iQZlRbd6+1NpaoRUgD7SASbyRdkM8DgtzEBvamOOqE9RE6fPo0XX3wRS0tLAHZlJZfLuZ4/PtnUemXKH9eNkk1C+w8AcHYpz4clSpRNOlMk0pVE0LRpkg4sVaLe1GNaWVVdGmQzQPDbmJDeXFlZwfXr17GysoJ8Pu/kjpk3WmoL7M9AsCWA6m/aTL5R2bTqr1pbmI4+7VnNPtDyBA1Y6zrti9BsNl0jYyUsgIOD1lZeFQcSCHEc/0kURRfN4l8B8HOPP/8OgD/G7g39FQC/G+8e7U+jKJqNouhUHMf3xx0jm83ijTfewIULF1yzNZ641mLyYjUDQVkeYP9gyv3wxth1drYGbqMDnaZ8aumDrQ/TUgSbkqnbMMLpq9/kNVpWSq9l3A0N+MnBJGQTQILk4vPPmslKpYIXX3wR58+fR6lUSsgKy434vKpsKlnH71qHDeyXTbnufVFH7WzNVEzKG4B9BIGSB0r2se8BZdMnnzouEJbsC/jJxiRkU50Byg6nejpz5gxefvllzM3NOUNCSQAbHVTdaAkEXQbAq0ftOak8cExg9oFGTYBkfxJrCCnRR9Kd2+o52cwmK5u8noCAScgm9Y/PqZ+bm8OVK1dcurTKJiOY3Id1UujkUzdSb1p72JcmrbJJGWR2LY+hcgggQRZY+bQNTbUniTpEo/RoQIDFJGQziiJcvnwZL7zwAubn5wHsBZXVt1QdZv1MlWufv8nfU2aJcQSC6jA9PvdJou4gAkEDZZTNRqORkE1rr/r8zcMQe0/aA2FFbtIDACuPP58BcFu2u/N42dgbWi6X8cILL+xz9DWyog4Hv9tBU3+jN1QNJ3uzfX+SDny8EXEcI5vNolAouJupqSN68/SGakSFDkqj0UjUoth6FL3OgIAj4qnKJoCEIcQISqVSwalTp3Dp0iUsLCy4lCtbesBl+lJZVEMIgNfJsaCc0KApFouO/dV0MRtJ0XRolUmtEaMRpBkHdtC1A3uQ1YBD4qnKJp9rYE8u5+fnce3aNVdGRKPBpjar4WNlU50VzdSzetM6KVZG+v2+azZsa7Qpi4C/fEGngSPhrt2jrXPC/yNEMwOeEE9dbyqiKEKpVMLp06dx7tw5LC8vu0xWINkIVZcp6W6JBWsD68tCZZP2JuuqdeYFzaQF4M3Ys/2D7JRwVjfagFhAwBHxVGWzVCrh1VdfRblc9vqLdpn6jL6pGNUnBZI2rNW7lkDg7ymf6kMyK4jb2FIFLeHz9UDQniQa3PYFqm2m3mHl9BM3UYzjOI6i6MijQhRFvwrgVwFgZmYGAFw9M2EJBE2/tDdLmRtlicjojiIQfA+P3lCmM1MBcO5eTeGyL3VudJtOp4NGo+EGW3sD7feAgE+CpyGbHDAfL0c6ncbi4iKuX7+O5eVlFAoF5+hrkxjKFI0gdpu2gy/3y3ffgC7X4945aLL3AWvEstmsi9JQ/oD9Tool99rtdoLY0+PwOvQcglEU8EnwNGST5Qu5XA6lUgnnz5/HpUuXMDU15Ug/ypFmBpGc06aI2lla330RVGD/lMc+go1NoFhfzX0cRjZVRimbtuzBR+w9/m+f5JYEBAB4erKpsrO4uIhr165heXnZpSfHcZwoQbJRSyUMtLzI2rC+fkEKJQ4oJ5x9oVQque1spgGQLP2zMzAo0cfSIl/5EK8h2LQBnxRPy9+sVCr7GvITlszz2ayP97lPHimro4h3n95U/4/BrCiKUCgU3DhAn9K+KG8qm0rCs8+eZh9owFplVPXnsyYQHjJVJIqiUwAePV5+F8A52e7s42X7EMfxbwL4TQA4ffp0DPjTQYC9C1PSgN/p1IxiZHUgVkKBsIyQ/sm8SY1Gw9V6kwWyJQyahaDrNPOAc9V3Oh1nwGkGAhlcO70NlwUEHAJPVTZzuVxMw79SqeCVV17BzMwMyuWy6wvy+DeJWRaAJDnHwUpLjWxatS9zSGFTL4fDIZrNptuWmQg2xRLwOyn9/u6c1fV6HY1Gwzs/rn2pEed7BQSMwVOVzUKhEOfzeZw6dcqlY1LHWfIc2JNHNeo1K0Bl0epNa/xb2aR8a7NVknGcKlkNHepHAPuMHyXc6/U6dnZ2XAomdbJPHvU8LBEf5DPgADx12eSUpay1LhaLbls2P6WMqiNCgk+fWdWPVmdap8Taz7QfVac1Gg3npPB4PufEF/Ukcd9sNlGr1VzJH/fhIxMph2rHBlIh4JB4qrJ55syZmOSdT3/4SHeCulKzC1RPat8E2zeIyxTqb2q/AmYGcbnPz7Qyyhdlc2dnB/V63QWsKZ+qq60Makaffh6FJyUQ/l8AfwfAbzx+/39k+a9FUfR72G1msR0fosYaSKaBqKIf9Zk4iIn1MUK6H/sHaekCHYxWqwUAmJqaSjA4atD4GlfwO1lapmTaKMqo6EmIqAQ8AZ66bKZSKVy7dg0vvPACcrncvu7swF6mgc/RUMOIgy+31xIGX2aCZWs5CPKdGQjlctltw+wEyp9lb32p0jrI2gjKYbKDgowGHAJPVTajKML169dx5coV15zQGkIql75oi0JJBKs37e9936k31RDK5XKYnp5221hZBJDQm1q/qZ3eVVfqvrSb9GEQ5DRgBJ66bE5PT+PVV1/F6upqoo8QkJQf/Uy5pcxaB0VlWgNqhyHeVe6YVas2rdWtmk3ry0KgfPqyaQ8i1gOhF3AEPHWbFtjvW1L2dLm1QXXWE7s9P1sbVzGOQCBpTtksFosJ21NtV0vyHVY29Vr1P/DZtofRqYeZxvGfYreBxWIURXcA/A/YvZH/dxRF/yWAmwD+5uPN/wC7U2p8iN1pNf7ugWfgwUEDi14Yb5oaOTqwWlLB1zTRRkltSki/38f29jaWl5cTLI5vYFUDShs/6TSOluUJg2nAk2ASsplOp/Hiiy/i6tWrKBaL7lml4a7Gi89JUUbXyqIOtja7yAdLDtBJ6fV6mJ+fdw4M3znYAtgno5Y80L4HvshmQMBRMAnZLJfLuHHjhut14MsKUENm1LNsjSdGJLUHwuNr0uvbtx91QKj/NPLJMcOSe75yQMqlNmbTffG89T0g4DCYhGwWi0V89rOfdVOnWmiatI8495Huo4Jlh81AoGySlFM7l81NVQ41uqnBMKs31QmyGBUcCwjwYRKyae069SftM2plSeWQOlLl02bC+0oWFDZgzVetVnM2LeXKknuawU6bVv1N1b9qz44i+54Eh5mF4W+NWPWLnm1jAP/1E53J3j4OvJhRDJG9aTQ2fBFT/b1CCQT+vtvtulSQcrm8LwPBliNoFMU2ttD9jrqJYaANOAwmIZtTU1N46aWXElFMypjKlxxn3z6UMFCiwFd2NI71pKxoBg8ZWxoy1ljSGjEb5dQIp24P7A30GvUMCDgsJiGbLA2gIWOfU42MjJMrzRyyBN8oYm8UgaA6sNPpOMJPy4CUyPPJq2YIMWXTpy9D+nPAk2ASspnP51EqlVzAyjrXGqUE/PJls/JssGtUBoIPKpe0adlgrVwuJ4h3Jfx8tq3atZoSPc52D2R8wGEwKX/TF42364D9GQj6Oy3DtdseltxT8k31Yr1eR6fTcY0eNXDmyxbSgDeJBBsU8+lQXsuT6tJP3ETxacCylKMuRg0ixbieBgRv6EG9BPQP1hqY7e3tRAdpEgjWCeHvfGwQt9HttC7Nlz5t/5swEAdMEpQn9jew2T/A+FQnGykhVLZ8UZhRUOeB+7h//z5u3LiB4XC3CQ1l01czrc4NZVOZXx1obR2qQmVRo7dBPgOOAz4ZtLLq042aJq1No/R3wMEEghopKj/37t3DxYsXnd5Uct5GUTSN09Z6Ktnge1c9qRl+o/6bgIBJYJw9e9jn0mbSKmzKNZfZc1CdydedO3fwwgsvOH1JedLsIWbwkazXl+pNzUrUMWCcHRvkMuC4MCpYa51q1YsKPtc++QMOrzfV/6M89Pt9rK+vO3tb+4soeadEn9qz/KyEg7WbLYlwmP/EhxNBIAD7GVqFNcz1phwUXeHvNaqiGJWBwD/aOhPW4LHpJ/a7zjXvG1h9GJXyFRyTgElDFf2oFEV9V9gIi0ZNuN5GOi3stFZ8V/a11Wo5x4SwNZ+UZy1/0MHVyiOvdZQRZK8/IGDSOIiw8hkHioOMn6PoTZUPGj0A0Gg0ACChL1X2xpUxaP2mXoPv/TA2QEDAJKFONZCUK0s+2+1s2rPNpNXt7LNvy3RtUEptWQAuiqr2rWbsUbfaGmyu4zH4rvrSRx4EBBw3xpUt6PpResVm6o1az0wjXa6wGQJKCqRSqX1+pepJzZZXufTNuGCDYT7ZfBJC78QQCHphNmVk3OAzKhLig6/J26h6Mf651hHp9XpIp9P7Ui3V4LFlC1zvK13wOS8BAScJNr3Zt84OlLr9KJLP1xPBrrcD/Si5iaLIEQhxnGyiqDXUltSzjsqo1C5fBCUg4Lgx7jm068bpPj7fPlkclb1goTLE3+nUjdyvreNUco96U3WujZgchoQPCDhOqIPukynrYCt88nYQ0a7w6VobfVTnn2Qf9abt5aUZfb6SP0sa6PECeRBw0mCJPd96fR+FUaVDSrxb+EoiLIHAZf3+7gwtlEGrE0m++/xQK5saEHuasnkiCAR7IbamelT0D/DfEB8pMI4pslFOe0NtmYEu0ywEWyumzWi4Xo9hzzEg4CRCB1SNblgjyEf+2TpOu99RqV52vR5PZY7nRvlSJ0XTpLm97WCrcuczgvgeyIOAk4hxz+JBEQWbyWfJPJXfg/QVt1H92e12XXRVS5ZsvwMus/KpOtMnkwEBJxmH0Zs+A36c4+HLDrIY5RypHauwkcpRvQ/s6zCkgb3mwxAgAQHPGhp48q07yM47TOb7qFnJ7H7U3yRor7K5qY9A0Iw+n95UueZ12WPo9T4JopOgiKMo2gHw/nGfxyfEIoD1CR7vQhzHSxM8XsBPIH4MZHPScgkE2QyYAIJsPhGCbAY8cwTZfCIE2Qx45giy+UTwyuaJyEAA8H4cx5857pP4JIii6OvP+zUEBHjwXMtmkMuAH2ME2QwIOJkIshkQcDIRZPMp4eDCxoCAgICAgICAgICAgICAgJ94BAIhICAgICAgICAgICAgICDgQJwUAuE3j/sEngJ+HK4hIMDieX+un/fzDwgYhef92X7ezz8gYBSe92f7eT//gIBReN6f7RNz/ieiiWJAQEBAQEBAQEBAQEBAQMDJxknJQAgICAgICAgICAgICAgICDjBCARCQEBAQEBAQEBAQEBAQEDAgTh2AiGKoi9GUfR+FEUfRlH068d9Pj5EUfRbURQ9iqLou7JsPoqifx1F0QeP3+ceL4+iKPrfH1/Pd6Io+vTxnXlAwJMjyGZAwMlEkM2AgJOJIJsBAScPz4NcAs+XbD4TAuGwNyqKojSA/wPALwN4CcDfiqLopWdxTp8Qvw3gi2bZrwP4UhzH1wB86fF3YPdarj1+/SqAfzShcwwIOBBBNoNsBpxMBNkMshlwMhFkM8hmwMnEYWTzOZJL4DmSzadOIBzxRr0F4MM4jj+K47gL4PcA/MrTPqdPijiO/wTApln8KwB+5/Hn3wHwH8vy34138acAZqMoOjWREw0IGIMgm0E2A04mgmwG2Qw4mQiyGWQz4GTiCLL5XMgl8HzJ5rPIQDjKjToD4LZ8v/N42fOAlTiO7z/+/ADAyuPPz/M1Bfx4I8jm83tNAT/eCLL5/F5TwI83gmw+v9cU8OONw8rm8/4Mn0jZfOrTOEZR9NcBfDGO4//q8ff/DMBn4zj+NbPdrwL4+wCmC4XC4tmzZwEAcRyD52Tf5bcAgOFwmFiWTqeRyWTcK5VKIYoiDIdD1Go1bG9vo9PpoNfrud8edCzuO4oiVCoVrKysuP1y+8FggOFwiOFw6M7f7mfc/g9zDrqO19NqtaJ9GwYEjMAnkc1Rz+i48WPcc3zQsnHH4PcoitxnyjyX67ZWHp+2bOry4XCI7e3tIJsBR8KTyua5c+cOfMZ98mJxGLkc933cfimbKpf2dz75OozMjvqt7/twOES1Wg2yGXAkPIls5vP5xTNndu14n01rP4+Dz570bWM/x3F8oMz7ZPOg89V9Polc+tbTpm2320E2Aw6NI8jm/wngrwG4WSgU3rQ27WF1jcVR9OmofY/SvSqb6m8e1hZ/Utm0243zNzPeq5wA4jj+zSiK3gHwD86cOfNL/9P/9D9hMBggjmN0u10ASDjkRCqVQi6Xw8zMDObn59Hr9dDr9bCwsICVlRVMT08jiiJ0u11ks1mk02k8ePAA3/jGN/DHf/zH+Oijj3Dv3j3UajV0u100Gg1HAIxy/tPpNHK5HD772c/iv/1v/1ssLCyg0+kgm80ik8mgVqthZ2cH7XYbnU4H/X4fg8HAvfMmDIdDDAYDXr9757p+v49+v7/vXLhtt9tFv99Hq9XC7/3e703gLgX8JEJl8+zZs7/0P//P/3PiGVV5ebx9wriQ/SSMmMFg4J5/rtf9AEgQe/alcqGE3XA4xNLSEubn55HJZJBOp90++v0+er0e+v1+4ndWxnS5Ht9eN8+/3++77Xjeg8EArVYL//gf/+NncVsCAryyqQS2lQuVQcqhyhuX8fnW5cB+HczPPp2p2+m6paUlzM3NIZVKOfLdyg3PQeXUyrl98XeUS26ncsp99Ho9NJvNIJsBzwwqm6dPn/6l//F//B/dM2mfaysvqdReMjC3GSebKss+XUZ5eHxe+9bzONSb6XTayTxtUB1XVKZSqdSBelTPg/thME+vhfq51Wrhn//zf/5M70/ATzR+B8ClOI7/4tWrV+Pf+I3fcM/oKJ9LdacPVs4IK2ej9uuTXdqVALC4uLjPpqU8qR1u9Z/Vj75j8nccl3znwvXj/M1nQSDcBXBOvp99vMyHr2G3+cPYgY+DZRRFGAwGKBaLeOGFF1AsFnHr1i3U63VUq1W02230ej3MzMxgeXkZ2WwWURRhaWkJb775JtbW1tBqtdBoNNBsNtFsNveRBdahSaVSGAwG6PV62NraQrfbdcuiKEKpVEIul0Mmk0E2m0Ucx4n16XQ6Mdim0+nEtarjlUql3IMCILFeFZEuDwg4Ap5INoEk0eWDzznxOR46GPN510ErlUp5BzR7DLtdNpt1hB4zEXRwBOCMGBpAVv64zjpIPFe9Fn5XcoQOUEDAE+DIsqkyAiQNFcrpKOOH26tuVSeGn61cqxxbJ93KMZel02lH5lsCod/vI5VKod/vu7FgMBjsk7dx44qC18vj8zx9hl5AwCFxZNlUJ98GkXxOiX2O9TvtyFG/UcKcDhGwJ8M+hwbYtS+tbPLcKJfUkxoFVej4oOdM2VO9SujYYImIgIAj4rCySbm8dOXKlX16QXWYPufjMni4Xn02YE/eVC7VKR9FygNw+nEwGCCTySCfzyOdTicIhH6/72SKupKfbdBAbXYrY6qneS26ToPao/6DZ0EguBuF3Rv5nwD4T30bxnHcj6Lo1wD8S2VLeAFAMhLC7INms4m3334bnU4Hb7/9NmZmZlAqlfDSSy/h2rVrmJ6eRj6fTxgwi4uL+OxnP4v79+/j4cOH2NjYSDgMPA6NGB4zjndTSeI4doQDiYlUKoVsNusIBHsDs9mse0h1MFUGlteoRpze+HQ67RiyMNgGfEIcWTbjOP6XvqwDYpxRbp0PlTWVPStvdtCjbNo0Lh0jisWiI/Gy2SxSqRR6vV7iXPidYwnPTwdQPbYaTWoEcUzQ7ASSe71eL8hmwJPgifSmdUx8joL8DsB+Q0H1jjX4VdasbKr8qgzbYxWLRUfu6X4BJPQbDRquVydEnTDKKbdTnamGoC97KJAIAU+AJ9KbfGZVhzCgpHrQs499RLvqLOvUWB2mZADX8123TafTyOfzzgGxDo8Gway+5udRmUJ67nqOlqRgcG6ckxIQMAaHkk3Rmf+KttoogtrqiFHEnfUfffLsI8o0aKafuW/KXC6Xc+QBsxBsJpLqRMo9j6Pn5NPjAJxsk0zUjAbqy4kSCHqjAKQB/FYcx++O2f4Prl69euB+1ZCo1+vY3t7G9773PXzwwQe4ePEizpw5g5s3b6LVauHKlSvI5XKYnZ11A1g+n8eFCxfw8ssv4+7du1hbW8POzk7C4NcBkcfkcv653W7XEQYkEMjg8mWjQnbgtI6JVRjm/3H70BsbBtuAo+JpyOZBjKyFZXP5rjJgGVNuYx0UHSz5O2DPENJMIBv9UUdDB17KJpCMmlhiccx/5I5jsxoCAg6LZ6U3x8E+25p14CPYLLFmZZP70O+UTdWPcg1ObtR54ThAfa/H0wwDfvfJmxIamrIZEHBUPIlsXr58+YmP59M52qfA56TwXeXWOkaqZ7nPfD6f6BnG/VinRo+l9rFP/qzjYtep3KtdGxBwVBxFNuM4/gMAf3DlypVPZKCNsmmBZCkSl4/Tm5ZwV71ZKBScb0kCQbN3aNNmMpl92bZA0p61tqxPNq0+P4y/+Ux6IPBGPcX9uT9ia2sL3/nOd5DJZPDee++h1Wrh448/Rr/fx/z8PM6ePYsLFy5gYWEh4bwDQKVSweuvv44PP/wQ9+/fd30L9Di+CIUaNf1+32Ud0DjqdDrI5XIJJ0INIt5gXwRWHaJR1+67oQEBT4KnLZsHwQ5aShxoOc/jc0swqHLOCXLPEg65XC4R5WQGArDnQFgCwrd/Pb+DZNTuk6legUAIeFIct2wqwaaRQ+otlc1R2UPW8VDZJIFgCUBLIPB8VEZ5TF1mSXgLHTO03jMg4Kg4Ttm02UFWF5FkA5IZe9YpUaeDdmmxWEwExLg/lU3arsQ44m7ceVow+6DX6wW9GfDEOG69Oe55t/1CDqM3h8PdklwSCErwaUk8sEfC83fWrvUFrEeR7+MIhFE4tiaKPvgYEb4zzYqDTTqdRqvVchkJ9+/fR7FYxOzsLE6dOoXl5WX3Zyvrw6YxLC8A9v7UUemNTA8hOZDJZJDL5Vz2AT/Tgchms+53AFx9J5Cswx7HFul/oI7KQSklAQFPG/Z59BnxPqjc6QBGR4IyxxRmffbJrCrzautA6WRkMhksLCy4QVZlyzZU85EEWnNtHShbfqTHt+RHiHIGTBo+XUEcZMCrU2AJBJsdZPdtj2kjK/yuJX6agWANK0sg2MiMj8jjWMKaUBtp0f0rkRgQMEmMkx8fbFRTZVOXq2xwuS+i6csgomyqg0JCX8t4gT2i344L6hDpeSpJMSrqaYn9QCAEnERYHWplQO1YlVFuqzKqjr4NaNmgVT6fR7FYRLFYTNi+Gqzy2eJ2jOB52swIGzRT/1fP7VgyEI4KX+RfByj+yfl8Hu+//z6+9rWvod1uo9vtIpPJoFQqYTAYYGdnB/fv33fr+Kexk+T29jbu3r2LO3fuoNPp7HPk9Y/UwY8DLfdTqVRQqVRcHXSxWHQ9F5Qg0AYXrL/mfrlOCQEbneE+rBMUCISASUGJq3EDFrfV55fr2dSQv9FBlRHKQqHg3tPpNLrdLjqdDgaDATqdDtrttis5Ys1kq9VCKpXC9PQ0Ll++jNOnT7syo263i+3tbSeP2v/Apk/6oEabpodZI00bJwZDKGDSUOfENvC0RgOw38gY9dJ9+8qK7LF92UFRFCXKinRqZbsfJQdU7zFSSlml/KlD5osI+catUQGCgICnDeqCUXrGR+5ZfaryYOXWR8z75Nb37NMmLRQKzlFh1h6DYPzMbVWWfM0VKZdaesRzAfaIeCUMtPdJ6B0UMElYB1lhZdBXlgAkiTvKTzqddkFuHoeyxr4G2WwWpVIJ2WwWU1NTCX2l9uTy8jIKhYKTj06n42YNVFLAli2xF5eeN2Wacqrb634ow7yGgzL3TgSBQIxiaZXh+c53voNqterqQmiUxHGMVquF9957D+l0GlevXk0YE71eD41GA5ubm3j48KEjGA6K0ujAzD83l8u58+Q56EsNG543X5bx8UU2CWuUhShKwHHgqBEUYPfZ5wwlNF5KpRIKhQLK5TLieLcpabfbRbPZxPr6OtbX13Hv3j3cvHkT1WoVa2trjgxot9v7GsiQqZ2amsIv/MIv4L//7/971wvBEm/MVFBnyHdtGiE56HptNCXIZ8AkcVB2gMU4wmCUHrIZPaOObaMq2ntIsxAot5qKqRl6lpxQI8iXAjrqf7HnE0r/Ak4yrPzpZzXwdXvCyqeVTZ+s0plhfxLNQqAzr6SekgRWV+oxrV1r4TuXQO4FTBpHsWdH+YjUjSTHmDGQy+UcQUCbs9PpoFqt4tGjR1hfX8fa2hrW19exsbGBVquFZrOJTqfjAl2VSgVvvfUW/rv/7r9z/ma3291HzqmMapmE7TWkOvGg/8QS++N+c2IIhFEDCQelKIpw//59rK+vu8GOjkK320Wj0UAul0Mul8P777+Pe/fuIY5jF9nM5XIAgHa7je3tbWxubqLdbh84cNkusmoccT0jLN1u103lqOv1ZW/sqLQT3cYaQSHKGTBJ2EjkKNA5SKVSqFaruH37Ni5cuIDz58+j2Wzi448/xs2bN7GxsYF6ve7khTOY1Go1bGxsYGtrC51OB91ud9+4oLKSzWbR6XSQyWRw+/ZtNyYAu4xrpVJBr9dLlEloRoKPOPAZRz7YHgvBEAo4DhyWQPARBb7aaiXd9Xd2/zYLwM6iRGeDhJ42G46iZEmgznOvpBzHEoJdqA8i/S0JEfRmwEnHYUg9X8CLDozqnUKhsK/8j8fgbwAgl8thfn4+kSVIst7KtW9s8BEIqqd9JIINhI2a3Skg4FniMM4xsN8nS6fTKJVKKBaL6Pf7yOfzmJ+fR6VSQavVQqPRQKfTwebmppOparWKH/3oR/jud7+L9957D+vr607GbBYPfcSNjQ0X9KJNm06nMT097WxZZgbwHKlDLel/WBthFLn3XJQw2MEI2PsjeKPu3LnjyhaYecABiynOwO4fWS6Xkc/nMT097SKVvV7POSlkc/R4avzou/6h3W7XreN6zqXLMgcaOnwY9GbotB364Ng6M00xsTc1zDUfMCkcNfOAsvDgwQN84xvfwJe//GVsbW05wmBqasrJZqlUcjLUaDQcedBoNPYNYL7oYRzvNShttVoJuUmn0ygWi2g2m2i328hms4lUUntN2qPERlE0A4rjjY3EBCcl4DgwTj59zoZua+d+t2Q2n3f29NHnnTrL9iexRHmxWMTU1BRyuVwiUsKyvmw2i16v54wtPYbNTOC52sw9lVcrn3YMCbIZMCmojvCRXjZV2tp+JMn7/b4jA4rFIiqVSiIdmbqN5X3VahWNRsOlIbfbbRfdpByl02mUy2V84QtfwLlz51yEc2dnB51OJ3F+6uQAcIS/Qm1U35hCokPHK8pqaHAaMEnY50zlLY73ymlYlqBE+7vvvotOp4PXXnsN6XQaDx48wM2bN3Hnzh00Gg1MTU1hcXER8/PzrvygXq9jbW0NDx48SDTt13IF9QO73S4KhQK2t7fRarWQz+fdOvq+9DctkU/bV/1FHxlJmVTSz5cVpP0WfDgRBAKwvyGZDjzAbh+C9fV1Z3yQQKADAcANoEBy2kfegCiKUK1Wsb29nZiz3RIIti+COu4kKXTw55QbTLfWyAmNLzZf1GvlNr70Ta2f0wyEg25oQMDTxrjsA22KRuOh2+2iWq0in89jY2MDd+/eRS6Xw9TUlBtY8/k8CoWC+22/33eGjo1SKMtKKMHGPgkc/Hu9nqvrZOo0U8mUYLDXyOXaVFGNHT2mHbg5PnD8CQiYBEbpARuttFEJ7fXD0oI4jp2jXy6XUSwWkclkUCgUXEdo7rfT6bjnvd/vu+/qFFCGs9ksVldXnf5jSme73Xb70MwCX0aeOidWNjUbyGcEaS1nQMAkYAM/Pv3Fd7Vzue3t27exsbGBV199FS+99BKiaHcGsrW1NXz/+9/Ho0ePsL29jbW1NWxsbKDZbLqSQO5H53KnXDKYRtu50+ngV3/1V92UjlEUodFoeJ0KjXCqM8JzVrlUMtHuR6OaatcGmzZg0qAuou1IO7TVaqFUKmF1ddXNthfHMX74wx+iXq/jX/2rf4VGo4Fut+tKgTKZDKamplCv17G1tYVcLueIs1qthp2dHXS7XefDaQaB2pQAnC9JncqJAyg3uVwO7XZ7H/Fus37UPrW9HNTvVFva6sxut3vyCYRxoIGzs7Ozz/AHksZSv99Ho9HAw4cPUalUnNHAiEe9Xker1UK73T5y45Y4jl3zRXt8nZFB07P4OzK8avhoY0UlTbjMIqRJB5wk+JwUAFhbW8O7776LbreLjY0NF51st9t4+PCh64MwPT3tGqCy8akaGONSzKwjr4ZIs9l0RhLlkqUM/K0vtRLwN6MC9tKndbk1rsI0jgHHCV/TRGDPWWHaZKlUco7E7OwsCoUCcrmcI/QajQZarZbLBmJfkkajgWaziVarhZ2dHTSbTdTrdbTbbRdZ0awE6t6VlRX8g3/wD/DTP/3T7jzZXZqEn9ZyAqNLihh1tQSCbqfjRshACDipUPJACfhisYjNzU1885vfxDvvvIPhcOicj7m5OczPzyOXy2F9fd1FNels+PSays5gMECr1XJBrzt37jiCHYBrZEyZVP2qGUQEHRPrqPhk0wYFaCNrCVNAwLNGFO2WsLZaLXQ6HScP7XYbzWYTOzs7qNVqyGaz2NnZwY0bN5DL5fDRRx+h3+9jenraZdSSeAD2/FRgv4ywNKjb7SaaIPpK9vlOn5GZ82y4SLtW+4vRptUsHxuU12NYmbbBMJX7cTrzxBMIrAMZDAbY2toamQrGF40FPhRMx1pYWMD6+jo2Nzf3RUuOAt+fyZSwXC6XcFQ4oI+LWnKffKCUmbXHUgIhGEIBJwG2rjKbzaJer6NarWJ1dRWPHj1y7CmAhJPf6/VcxIRRFBuZGAcOgCQbaIjROeH5sPbasrWEfrdp1mp8cVtrBFnmNshmwHFgXJr0o0eP8Pbbb6NUKuFv/I2/gfn5eTSbTdy+fdulYK6trbnyoaWlJczOzqLb7eLb3/421tfX9xklCtVLOiakUincvHkTX/va1/AzP/MzCceCkZtOp7NPF1pDyhIIGlGxpN84JyXIZsBJgO1LwM+5XM6V2eZyOezs7GBtbc05DKurq7h69SoymQy+9a1vuV5BJN9t+SthCXKubzabiXNgxhEDbHb6cTpfqifVHrXZtL7SBZ/eDDZtwKTQ7XZx69Yt1Ot1pxcGgwHq9TpqtRoajQYAuD4HV65cwXA4xFe+8hXcvn3b9c7jsw3A9eKjTdvpdJxPyOxUbQbuC2IB+7PQOZvCcLg31TFJ+mw2u6+xuN3HuM+jSnKJw/ibJ4ZA4B+kqf5qVOi0bHG8Vx/puxFMQ4miCBcuXMCbb76J06dP4+2338a3vvUtlzKphpBlTK3jwM++m8+Bnw+PRjs48DJlTAdPPZbu037XiKw974CAScAX3bSpxqnU7nQ1Ozs7Lvun3W67gY8RSU4Ptby8jLNnzzpyUAdzPuM2KuljTJV9VRaYNaT5fD7Ru8TuV0Fi0aZKqywqAahlRUE2AyYNn57idy1LqFaruH//PgaDAX7rt34LDx48wK1bt1wjU5JsbETMMqR2u+3e7XGtLlNdp0RDqVTCzs7OPvlUEoEypH2DuF/9zmUsXaRs8ng28qPjSYhyBkwa4wJe+lkji3fv3sW3v/1tAHB2LHXn3bt3nTyyGZtOh2htU/3OY2g5Hm3hRqPhGrax6alGOLmvON7rO6Sy6Yt+qtPhI/WYMh6I94BJot1u4/3333eBZDr1JOLYb4C23Ve/+lV8/vOfx+bmJgqFAobDoSPXbIYN5ZWlEcx+bTQa7jiagUA5JFSfqZ+r/cLYqN8SCPw9Zc3qTiUL1D6wmUGUR44N48pyTwyBAOx1kdR6Lf7JrEvh4KONXLSsgWwPAJcy/ZWvfAWDwQA/+tGPUK1WEzdRb6AvfZnrNcNBocaQNlKkccOBloO31ljbplCEOkY2PTp0rQ2YNEY522r86PN9584d3L59O9EgJo5jlwWg6dOlUslFPfV595F0vhpu20dE5ZXLaQxZmfGVJFhZ5XijA7PKn41wBtkMmBTsc2ZJPj7HWtfcbDbx1a9+1ckIy4u0BHA4HOLhw4eOEFcHRY89ykFQHar9CfR33IbOim3ISLnSiCYNHeuAAUjInjop6qAE2QyYFNRA1+dV1+t2KoeFQgGDwQCLi4u4ffs2gL3ZEO7fv+/k0hdd5Pdx56PyQR1IR4XkHHU1e3jZ44wi+Hxp2fb3lGOtBQ/Ee8Ck0Ov1sLGx4UoKWq0WgKQsUl80m008fPgQN27ccNk+9Xodw+Fe81Jgzx7VYNLMzAyWl5cBAF/96lddCaEvQK3jhL64LQmLKNqbMUUJBGs/M3MfSM5o5CMYfUExkgcH6c0TQSDwD2q1Wq6pEqP67DrLRmmjfq/vABxLtLW15aIvenPt9vrw+AZKVQLquBAceEkgcMAn0aHsD6ew0sF2VDqLHXBDw5mA44R16vUF7M77vrW15ZhcOgeMNrKxDADcvn0b7733Hur1eiIt0ncsAC6Dh+uUoNBmqlpPqgSCOjHqnHBw5UtnTrHXR9jBWpvOBNkMOA74dEgul8OdO3dcTxI2+bUGu5JjlE+mZI6qo7THtj1R9Jy08ZoNELAGW4MC1JPqmGhAYRwsYUDZDFHOgOPCqAwhXcdlnU7HNTQE9jL3NF1an2W7b7UpNfuV+7LHjePdDF/qQ9qxPpmh3h2nJ22mg0LtWX0F2QyYFIbD3Z4i2juEz7P6eCxVyOVyaDabePTokSPi1a7Vhv6ZTMY1X/z0pz+Ny5cvo1ar4bvf/S7W1tZGkv4qszwXK0OUYW6Xy+USwS2+NOOX+1J/k8ewsGW4hyn9OxEEwmAwwNraGtLpdGIuzeFwdx7pc+fOuYZL+gcByRkN+Fmnf6JBT0JBDXyNZgJJI0hZWq6z9V0WjKJo13c6KqMMIY2s+hSBfalBFxAwaYwjEJhWxZlKOHjptKv2d1of5oug2uNxTlwlHDSzgSnS3JeSCDowavqZEgccS3wGnkLTvtRBCbIZcBzwyQrfHz16hA8++ACZTMalPNvt1annd2s8WEfCHn9UE0eWRgBArVZDu93G4uKiO54SCCpTtrncYQkES7yrfAYEHAfGZSBYvbi5uYm7d+/iwYMHzi7ksw9gn44ZlXGgBF25XAawK3+0ZUnok4CnbGkGAm1XPWe1t31R08PoTRsUCwRCwKTAfgeMsqdSqcSUigSf/VKp5MoQBoNBQm4oS5SVQqGAdDqNjY0NfPWrX8Uf//EfY2dnB48ePfKeC+WIx6IM0j7ld+6Xsm9tWvq8SryrPat60xcQ0/9Gg2MHBcVOBIHQ6XTQ6XSwsrLiakX46vV6WFtbw1HYEIMAAJEUSURBVHA4TDgZynLaKL1GJ9lIkUyTTXVUo4f7ZN30zs5OYpDkTbU3QAdYPkh8qGx9CbAXIdEHwho6fLFLtfZXOOrsEQEBTwt2ENKUf67TTCE14kkY0EFotVpuVhQu85UIqfwVCgVkMhlUq1WXXkliQbdTMPtAxwhmMygpqQO4Xo/NNuBnRmiZgtnr9dyUQAEBxwHVS5pJkE6nsbS0hLW1NaRSKdfTIIqifY61pmP6mjQBSZ2nOjSfzydIbkZ1uA0NIf2NzpSiTozqTnWg1DlSnW7TojWDIshmwCRhywoAP8mnssBnX+3YXC6XcCbUllTb18KS9Mz8q9frCfmh3tTfZDIZFItFdx68Hg3eMWCgadIcKzQIRz2p2b+2HJfLAgImAfqSlB+d/QvYCwTTh5uZmXE9tJTwtqCs9Xo9ZLNZbG5uYnNzM9GsUQlBa2fa5YVCwckkG4NT9kkAMmOfvqSOC5ZE0IwhDZCrXHJ/ateOC4qdCAKBRsyHH36IR48eodVqJf6MarWKer2Oqakp7OzsuMZLxWIRcRwn5te0N1abLQH+Ls/KrA4GA2SzWdcMbhyzykFSr0MfPg64lniw7I86I8r62M862AZDKOA44ctE0Cwgzd4B9soG1BEA9hhPW4s16ng6sCqsg6H7ISnIgVYHW56TpmHqNekgq/Peq2za70E2A44T+vzT4KcBQuPJl02gculzgHwOkQU7VyvxzuZsthxQz5ERUE23TqfT3mwJdYx8cqgkgtZYB9kMOAnwPcv8TB0KwDkAKht8jimrvnJcQuVN07MpexqZnJ+fTxAZ2Ww2kRVkywxsSrQlF5XA014qdrkS8wEBkwCfT59O8AWK8/m80zOUHX1e7fSN+lwz408JMp/MA3vkBGVKfVndRrfli30baN+q3rRyzyC0zt6i/4f1P098CUMcx7h7966LRpJA0D+kUCi4qaf4SqfTyOfziUYvABIGiDoo4wZZINmQiYztUQY2H4Gg9Sw2xdM6J76SBfsKbG3ASYZGIoCkY09jiIMmHZlRxIGmVasMM2oyqp7MV6JEOVTZtIOsZhxo9g8zf3SQ9WUkBEMo4KRADZBqtYr19XWsr697iTJ1LghNUwZGl+0RdDhmZmac0USoE+PTXzxXNqXii3JrMyQ000AzCzXKo+cdGrUFnHT4AlTWLv0k+1anyJZF+BwadVCo27SEd1QwDEjOTqQ60eeIaAljIPcCJgFmvLGfgTrl+gL2fMEoilxmwWAwSDj31GdKHmhZhGbSHSTLtgeftUvVh2QZQ6/XS8zwp+W4vixaX+BLs/j1xYDZKJwIAqHX6+Hhw4fO8FDDPIoid8NZWsD05SjabTijnZy1HkTZ2VEkAv84O4AyVZqs02FgCQRGN22apx7bprTovjStmw+gTSsNCDhpsASCjearo0/jYtTgqo4AZSCfz3uPq/sdlaGgsmnJAzvYKoFhoWlgNhUsGEIBxw3NClIHwDoLo9Ix+UyrwzHuuabuq1QqWF9f9+4P2OtJYn+rzgrlyBpzhBpjjLbY9RpNUXIvyGbASYTKKzFOnx1130oWqAxQFvlOnaeluFqOq+cySl+r3lS7lmOROihK8AUETArM9ubzDezZrfQfNQOBvqXasUCy7IiwzrotxRsny8yY5/4smchlGpzWTCH1JVXebaDO6tVRAeuDZPPEEAicBx7Y30WWy9LpNKampvDw4UN0Op0EA2ONIk1NZgRxVM2Y1oMVi0XXbIpsE4/D6XWA/fPrKhmgxpAvKqpEg1UYer16AzX1KzgpAZOEEmEcuHwRE2AvtQrwT/WmgxqfZV2vcqT75oDIATaTybiSBB5vnJND+eZv1aHSc6VsqjPjc2SUNGB9Nef5/aQRo4CAw8KXUaDRE84ZrTKsfQnss23TpJXgsyUI3Ecul0OlUkEul0Oj0XAd5FVvMpthc3MTDx8+xGuvvZa4Dp3BiOdnU6dtpoJvDOK5dzodJ5/dbtf1UwoIOA6o3FjH2gaO8vl8wuhXe9UG2LhvhSXFlWSj/uTMRNY+pQ5l2ZFGUemk2HMGkunX1klScoJRzXa7jU6ng2azGbIPAiYK2p1zc3OYnZ1FuVzG/Pw8pqenUSgUAACNRgOPHj1CtVrF2bNnne9H+dDn3JJkURQlovo+G5eySX1HnzGbzTrfluOE2sMqp7aMgfpNM36YZavBcOpWLmdPPVvaQL154ksYhsOhm4sT8DeC4kWTxbFRFb0xfNd048OkL2p9NZtm0PgZFakZBTuIky3yKRDCKg39zJsb6jgDjgMk8IBkzbRv8OQ2fG7VafE945qhMOrZjqIokRVEuaQDYw0h3++1jlTP39aMqcFlsyRsqhfHoSCbAccBTcFUqHOt0RNrkBCHiXJack+PxVJC1lQqQa6ZdCsrK24GBt8567nr+GJl12YV+lIwleALmXsBk8ZBGTu+d/Yf4O/12SZ8tqweS8cD7lcJBGbsMovXB1vyRzta5V/JRx1veD42S4/nTodEU6mD3gyYFGZmZvC3//bfxuzsLIrFIqIoQrPZdM4yAMzNzWF5eRn9fh8vvvgi7t6968pvKTsqm5Q5Lf1TGxfYs4kJ2ryalacBMZ3KVWFJBN3vKJ1pZZPnqnJqS3IPU/p3IgiEOI5d53YbDeE7BxmdgcCmWerNA5BYPs45UdCRAPaiO9yvLwp5EJSZJbNrbyjhSx/Rm6uDbYhyBkwC6jTweeczyOc0k8kgn88jn887+VA50v3YfR8FNKzYrV1ZW58TZWEjPZoCpsrAV/qkA6sSB+qghBKGgOPAKBKBupDP92H39SRgFqAaHTSOALixwZdG7QO35bmTmAAOJg/UGFJyLyBgkjiqHtDsVZsZB+wZ/EdFLpdzTkmhUHBZeNahsfCVD6neVLvYZs6qc2LLFnw27pOOOwEBR0WxWMSFCxfQbrdRrVaxvb2N7e1tdLtdl00H7Nqw7XYbf/qnf4qNjQ2Uy2UMBgPk83mUSiUAcGX36sADOHQ/LPbx40xhnU7HkXzT09MHljFZm9aWHOl5+HSmLfHT37Cfw3NBIOhAqWkWXA/ApSPSwPc5KJYROqj20d4UNs3odDouK4IpZXZg9/1elykLpBGZUXUwvugml9NRCY3aAiYNa8CwuSC7zDI9ulwuY3Z2Fvl8HsPhEMViEaVSyaUmk/xTUu+o5zEcDtFut12GkA6aB4Fyoz0QaAgxaqqZBz4HxQ68tklOQMAkYck933ptfqbwRSUO49zr763jwOmXh8Ohmy9bs/coP4fRm3ZqKhKXPtn0RXysjAb5DJgkxtmIo6CzLhC0Z48imwpbBku7knp5FDQzENjfZG5UNq2e40FEgtrnQT4DJoF+v48f/ehHWFtbw+bmJtrtNjKZDGZnZ11mq5LhrVYL3W4Xs7OzuH//Pra2ttBoNPb5c1p2d1gbV0lDlqgzIGYzhHz7UpvWknocS9TuHqU7rYxqLyKepw8ngkAAko3XaBTxD6Gz0uv1UK1WXd0IsPcH6oCkaZraZdIaSXbw4/pms4larea6W/JBYgTUx8wqePN5TA7cXDcYJOeQ1yiJvvPcWYuiWRoBAZOCKvlGo4Fms+kGTJ2p4MGDB/j+97/vyDYgOSuDdTbU+da0ZcruqFrRer3uZmFhNIXOhWYgWXBA5ZRylqTjWNPpdBJ9UzSqytownV++1Wqh3W4HAyhgolBn3Pfcs8RvamrKReUBJAgFzTDiOtv4CfCX5FnHoV6vo1ar7WtirNkHui+eA7CnM7X+m0YMdajtA6TkANfrrCndbtfVWAcCIWCSsLJJO1UDYzYQpPXPhULBRURpM1Im1KblsbhvvmvZIPVkvV53+4+iCKVSaWwwik6JNi3WrF5eG69F547XLCDtQ8KILfsfdDqdUMIQMFF0u13cvn0bm5ub2NnZQblcRrlcRjqdRr1eT5Bqw+EQjUYDvV4Ps7OzqNfrWF9fR7fbRRRFiQb+lAWrQ4HR2UgqKxqMA/bsbsqcj0CkTct+fcwI1l5c1oa1mQfW5u10Os7OPygAf2IIBGCvJEHrpTngdjodbG9vY2dnJ/Eb/jkcKDUDQUkDX/TFpn9ovVin03HnQGNEU5THscFqaNnr87GxoxggbWoRGkAFHAf4bDabTWxtbWFrawuZTAaVSgXpdBrNZjPReKXVamFmZgZzc3PY3NxMkH0ccIEnS8dkhLPZbDqjQ+eUPgzbO+r7qBRLGy1RZpbHDVPEBRwHbFojdQiQbKZYKpW8Nco0MjQ7QJs/HaQ7lUwA4MYAYK8Zozo9/O0oWKKQn5VQGKUzlXi3ryCbAccBtT81FZnPsmby8ZleW1tzOlZ7DYzKcrNjgE+GSMAxM4iBtcPMfmBl3TeOaIbQKJ2p16lEYEDApDEcDlGtVrGzs4Nut4t0Oo2dnR00Gg23nnLCIDYbErN0gY6+6jW+bAnsOHD7ON4t46fvSrLtKNmAStDrtdqX1ac+MuGwpN6JIxB86Y38Y3QA1N/wZpJIUMb3IOgfz2PxD9bPNmL5pNdn07i4XFMwNULb7XbR6XQO5SAFBDxt0Ki5f/8+1tfXkc1mMTMzg52dncRgowbC1NQUlpaWsLOz4yIOURS57unAk9dz8lgaCVHH5ZNcpy+1UmVRB1qVzU967ICAJwEdEJJyqqsUJPuYEmnrq9WJ0MwBhc1UUPJAnXwlHfRFZ+Eg8t0Hn260NZtK7Klsht4HAccFPuNqiw4GA7RaLWxtbaHb7bqMOGBXtz18+BDb29tYWlrCnTt30Gq1XEqzZi8oLGlgyb1RpJ3aoJ/kGm3ato9A0LRolc1g0wZMGr1eDxsbG2g2mwD2AsYA9vmOOssBs+RSqZSzQakrqWeYaXcY8kChJb6pVMpl7HwS+ILVVia1dxdlk8Hyw+BEEAjWiFEwaqmRFf5Gf89oCiMq4wZOu3/L4PKB0dQwpqhYp/8o9W0+FkjJAzsA25TMgIBJo9fr4aOPPsLa2hqGwyHm5uZcWjCfT40+0FFhFsKdO3cQx3GiRksNId8g64t0aF30qKZwT2qM+Ag83+BrCQSNcAZDKGDSYIo+U4w1g0CJ8WKxCACuART7Eijxx9/Ycj8g2RfB55RwPfWm1eU8ryfBKP3o+8ztrSEUZDNg0tDAVhRFTlY3NjawubmJbreLqampRMM2da4XFxexvr6OZrPpZJNZCb4sAMLKp9rELIvQdOtPKhs+B+UgvallSAEBk0a/38fOzo4LbFHmKCc6axF1WS6XczYs7VeVHepN2r+2JF/fAf/sK5rRoLqc3w/raypxOYrYs3JpZfO5ykBg+gaQnFpN66iLxWIieqEskdaIkRliAyeutymZNhKjTdiy2SympqbQaDRcJ+h8Pp84H51D3nc9aoiNSnfmg6jpI8rU6ny5Wj4RUjIDJgUOtkzvUplhaY+CBkwmk0GpVHKGBGW01+u5AVodFcqnRk5sw6bhcIhsNotKpZJocMq66Xa77aZhPczgx2vQdE6b4mX7knCQbbVa+2o4A5EQMEn0+32sra05J4QZQQAcib68vOymWFRDQpuQauqjZgFqNt+ojAOeB2tBp6enXeplKrU3xSqPDxxsDGntJscYrQflOi3vs6nR7JNCvTkqBTwg4FmA+oi2ba1Ww/r6OqrVKgaDAWZmZgAArVYL29vbTtcQhUIBZ86cQaPRQLvddlFNbcbNZ5qRSzvNMrCX/ZBKpVCpVFy0lZFU1Xf2t/zOl+o47c+lMkiZ5VhksxRbrRZarVaij0mwaQMmicFg4OxZWy5PAtrOBtjtdhHHuz3AKAMszyXxziw7tV+BZDaeZhORbKBMl0ol19uL65h1fxi9pbqRck7dqXa2LfGjPHPiAF6rJed9OBEEAuCvtQKAhYUFfO5zn8ODBw/wwQcfjN2HOiGMPlgHxHdc+12bxrAnQzabdQTCYcGb5as1sSkkdF5sdDMwtQHHiTiOXZNAYK/Z6dhB5XETl2636wwfNRRs99rDlgYpMQHANVBUMu+wTK1NfVb5G8XO+pjaYPgEHBfYPKnVajl563Q66HQ6iOPd/iB37txBOp3G7OwsNjc3EyS2dQpI3Kvx44vwkxBUcBl1pfY+OSqs/Pkimyq39qVZFQEBx4HhcOgyDSiXJLXiOHaNfKNorxGx6hI2Py2VSq5hG597S/rZjAQAic7wukzfn4RQo82qOtFGNjUt2r5Cz6CA44ZmvA+HQ5fRqpl0NshLh5zN9dXOVH1FeVL5s9kG9jO/k2hPp9OOkD9q5oHqQasrrR2rZJ8SgdzmMDgxBIIObryJL7/8Mj73uc9henoam5ubiWiIhQ5IllGlUXSUG0FjSH9/VOgNsnPFWwNIZ5oga9tut4OTEnCsGAwGrtkMAPeuaZUWw+HQGUw2nUpTxcjGHtaIUYNHoy3c91HAbCWSAXaQVbm0Ddo0G+FJjh0Q8DRQKBQwMzODer3uOjgzksCpTpnFNjc3h2q16rqwWwJBo5gk6gibGTSuppqwGXpqkB0EyqZPZyqBpzJKA0hfgUQIOC4MBgNsbW2557jdbmN7exv1et3pDLUradADuzYwg1jaTNES7SqLNltv3HOvBMST6E3Vf5bk8+lOfancBgQcF7RUQDPKtfxPP7OJf61WSwTDNBtHs84pl9yvj+Sz0BIKvo/yd31Q+bO6U9fRLtB3Bh7YyPGwevNEEAh00oHdG1sqlfDTP/3TeOONNxBFETY3N139JlNPfMyMJQ64vtfrOaPIDrh2WwtrMB02NRpI3lDL+lhigYaRHYQtW+urpwkIeFbo9XrY2dlxA65P5nQZ553d2dlxxpLCRjLVKfFlIPlg93nU8gFurz0cxkVLrIyqIeQ7l4CASSCOYzx48AD1et1FLAEknOxms4lGo4FCoYD5+Xk8ePAg0awJ2CPmNDLD+lBbUqTEgC/DQIkCX531uIiKLR1SYt02e7KEghpHbNyq9kBAwCTR7/exvr6eSONvtVpOvur1OgA4RwHYq6NmSrTajHyWVc8p4QDsTenGuexVNzFDaNTUyD6o/Ojx7VTjNkNIM2et3lTyINiyAccFLcOzTj/9UfVLoyhCq9VCp9NJ6E3NyFXZ1Gfa6lHfOVjb15YXHUQiWL05yt9UH1NtYAYdtFT+MDgRBAKwO/h1u11UKhX8/M//PF544QW02200Gg1sb2+jWq3uc+bVGSHsDdFtmVZJhpep0Dx+FEUuLVp/r501lblSIwzYeyC0Bow1JZoiPapGjC9OVacKx15jQMAkwHppPoc2ssgyIXZ4B4BarYb79+/vc+qtQeMjH1KpFIrF4r5opw6+JAOV1KDsAqM7vasBpFFLX6YQ68esA9NqtRL11brfUMsZMEl0u118/PHHyOfzKBaLTp/Y+uJsNoter4eFhQW0223XENXKiUY77HPM0r4o2u0vVCqVkE6n0Wg0nC7UvkVaPkg9OU5vMetAoyE6RauVWZuhQL3J3iQkEGx6dUDAJDAYDFCr1dw0x61Wyz1/Glm0cgLAlTU0Go1ExJPEgnU4bAlSoVBIkN6US0sgsLfXKKhO01RnEnW25Fb1pS3FbbVaaDQarkdLQMBxQn01JQqURJ+ensbMzAwqlQp2dnZw586dfcSbrweYQv1E1ZMA9hHyGtDWWQV9vib3Tb1G4lz1ppIKmgmlMqx6U6eNVJ05jog/EQRCHMcutfL111/H0tISarUa2u02dnZ2XOpXNpv9xMfiIM7BdWZmxh2/0+mgUCi4c+JArakq44wQjWz6Gsv4Mg+UCVJigakkAQHHDU3V17QurXtmhtC1a9dw9+5dPHjw4Mi9O0je0emZmZnBYDBwg56mmgEYmQIK+Ek2m/JMY8xXE+ZLw9TBOSDguEGDIJ/POwNC0/cpf5RVG5200cWDQNkA9qI0B+koTW3m70ZtZ6OXvtRoqzs1Gsq5szUqFBBwHBgMBq60iPYgZYx6TjPv6NhzJpNqtYr79++j1WolmnePAm1P9j9R+bbEO2V4HKlms/QsQWBTt23WrI12+tKjQ4ZQwHFBZUN1UjabxalTp7CysoJKpeKIwMFggFwu94kJMJbuaja89h3S7AZfhqu9BtWZvmxaW5Zrl6vefBJZPDEEQrfbxalTp1AsFlGtVpFOp9Hv97G1teW6wGvjmU8CMrysa+E52EgiHSQgmRY67hz0pnQ6nX03U6MsOhWeMkSh90HASYFGIDT6AewxqHEcY3l5GS+//DJee+01fPWrX8Wf/dmf7UujPOzx2HyxXq/vS8PizCp6bppOqets6ZGtl9asIF/tpg64ti9JQMBxg88+nZRGo7Gv7E2dByX+VLcd1nDQ1MbBYJDYp68XCmXuoJpnlU1mUYwqT6De1EwEZvppB+mQHh1wnBgOh266Y5sBQ9tWCQSSexcuXMDMzAy+8pWvoNlsJqYs1gwFH9j/RIl9dZCUHOdnlgRbWIJA9abqZFuiYMv9SGzSHrblGAEBk4bKEWWvXC5jYWEBKysrWFlZQbfbRbVaRa1Ww/b2tsteJ/n3pKBuZv8vHR/UZmWmrGbZql7jd9WbtGl9GUA+27bT6bhMdyU4j4ITQyCQlalWqwB2567u9XanY9rY2ECj0UiwNqMGUbvebseHhpFNpolwwOX5AEg4QEw3G+c8aBqmL/3ZpmMqK6RpKByk7b6BEFUJmCyUQAD2ms8w+tjpdPDCCy/gc5/7HFZXV9HpdFwUhQ0TdV/jwEGRgxm7TwN7zVWZ+qkGThzHLvI4qn+CHVCtETQqwmnJA5220fdfBQRMCnzu+XxqvTR1GuWVqZYkprX2k/s6iJinocPsA6ZGq9Hj01OUJ4Lb67Ya4VQCwZYpWCfFyqavfjPozIBJQ+1LIKkb1LZLpVKYmprC5cuXcfXqVXS7XTx48MCVCCnRB+zv12XLdIfDIXK5HAqFgptClQ5Ps9l0pHw6nUY+n/fas77UZ83a85F7Kr+agaANXbnvcaWNAQGTAKc1XVpawuXLl1Eul5HL5TAYDLC5uenK5tvtNqrVqrNpfVOlHgbUryyDpRxTDpjFqwS9lRPuhyBBZwNiNnPIV16kxDuJPd/xiFHXeyIIBP6ZZH1yuZzLEuh2u652ijeRTr81RLgvu28LDlgcPLXngU1/1HeN7Gi9qN501mCq4aP1KYywcDkfFB1seV72eL6eDwEBzxJkORnJ0B4gxWIRL774It58801MT0+7LrXdbtdFTuyz6jN+LMlAmeD89Vq/qcYL58cG4JwHJRwoL4zM8EW5IuGnUU2VUc0KYt8D64DZQTekZQZMCsPh0M1LbaHzxlO/sJ8Qlx+1xAjYGw+KxSLK5TKKxSLy+TxqtVpCR2mWA+V1FOhsaQmGOibUnUrgqaPC7AMlUTTbguf9STMXAwIOC8qJBqCsbqpUKrhx4wYuXLiAXC6HarWKe/fuYX193fUnIDHuazSsx9J3AG4qOABOntRZyGQyiWw+BQMD1Iesj1bSXR0XrtfsWernRqPhIpy+euonGYMCAj4JUqkUXnjhBVy5cgWzs7MuE6Ber6NWq2Fzc9ORbXym6ZNqL65RwapxoM3ZaDTclI02m0ez3u3shDqeaK8gW6qgwWjtcaB+ZrPZ9PYLOkqw+kQQCMCeEcHBJp1Oo9PpoNFouIGsXC6jUCi4DrbEQVMsjouCcqAuFApuwB5lkI07DiOmtvmTNYZsBMUOwmx+ERBwkqCRkFQqhUKhgPPnz+NTn/oU8vk8NjY23AC8vb3tmjMdhtDzLSNBMT09jVKp5KbSoUHTaDRGRkLtfrSviGYH2SZto/oe0HHRsiI70AaZDTgOjKqT1MgjiepareZmRrEzKBxGThV0kOiUtFotb4nDQWDmnUYvfRFNu5xySQfFRlJ95F5AwCShhJo6HcPhEOVyGa+99hquXr2KTqeDO3fu4MGDB9ja2nKEfTabRbvdPrKTwtIJbcyoDoJm3Np0bC07sg1LfS/b0FR1pjot9v8ICDgulEol3LhxAzMzM+j3+2g2m9jZ2cH6+jq2t7cT+oU9RSwB/iTkAYBE00bqaJ3hiNm3vhmOACRIBGvPHiSjqj+ptw/qs3AQTgyBoKkXnH2g2WyiWq0m+g74DB9fd0pdb6HrGbUgYwrsdZonMzSqg7RlUn1Ois9RUWJBoy80hILRE3CSQNnTgaZUKmFhYQHb29uO9NNB2EcgjIqc2GVc3mg00Ov1UKvVHKHIwVzLFeI4HhlNIYGgEU4rhz5ZVRa32Ww6Q0gVSTCIAo4T6iSrYaGR9+FwiKmpKczPz2NjYyPh4I8jDXzdpBX1en1fKqbKLg2ibDY7Vp+RQPD1BKIM2rRoLmfmATODbCaQ77wDAiYBZtIBe6SBkgjlchmpVAr3799Ho9Fw07EyIpjL5VwW32GIOIVtKKxz2tuXz1GxqdHjnBMl95RA0FkXRpX8BQQcBzKZDIrFIlqtVqJJPxv3a9BXg0Qqk75MoMNAGyfmcjlUKhWXDciAMrONfFl7WrprM9ot8e7zPdWmpc71lf0d+r98ol89IwyHQ7TbbZfCxbRLDnSFQgHlchk7OzvuN0/CAlmHRWs0SUjQKIqiyM3+wChnr9fbx9wqq2PZHp/DYlNN6ITxZvpKF0JEJeA4oI6+Dm7VahXZbBZTU1NuxhTtV6Jpl/z9uBoryhu34QBp1/OclNjLZDIJo4nLmeKs6dGj5NKXPUTygDJtnTXKpJZ2BARMAuyBQGhTRBoluVwOn/nMZ7CwsIAPPvgAm5ub+3r9EIfVpb5SOlvTyUgn663t9K+UI017VmKd8qhlRCq7bACl5YLUnUqshKZtAccBPm/6zCuhUK/X8fHHH6NQKCCOY0ce8JnPZrMoFAqJsgfFKFlVHXkQCciSYLsNHZmDHBRb9kf7lSnaOoW5kho2OyiU/QVMElEUOSd6c3MTtVrNPcOqQwg2PSwUCshmswlfUe3Rcc8wdaM2VO33+6jVas5O1uwDWwKselV1oM9m9ZF+JB00IMZse1u+YO3ocdd1ogiEfr/v6k7s/Jjz8/P46Z/+afzZn/0Z1tfXExEUe4FHGYysU26jMBrNOXPmDKanp/Huu+9ieXkZp06dcnNss5ulNYbsjdaIinaP5sPLc/IRB2GgDZg0bGSTBkY2m0W1WkWhUHB1XDTom82mq+/SiOSoLB5LLOhgq/ARECoTtpMtHZRGo5EoQ7AGEF/aiM3KpjooVj6DXAYcB5iNo8+89irJ5XK4evUqlpaW0Ol0MD09nYiCjsvUG/dM+6L7vmwGyoo2KNbfkaDTaIjqS9WbOjsDyXrtcq+ZFfb8AnkQcBywDrLNrouiCMViEZlMJuFo01lhr69sNruPjDgoy1bhK6PQOehtJi11oZJ2lkBQQt5mCdleCFY/K+luiYSAgGeN4XDoCLtareamaVQZY+CKWXSpVArT09N48ODBWPJO3wlur046HXofMWgDbjpu2Ow7n57UbD7bc4/Balu+wGPYHoAHyeaJIRCs0a/s6NLSEt58801cvnwZN2/edL0KuL3CZ/gcJUvBt79MJoMLFy7gz/25P4elpSV86UtfQj6fxxtvvIE333wTcRwnmm7wBmrjRHVgdKBV8sCnaAICTgLorPCzOuCNRgODwcA56v1+37G13e5u9+WnYcAfxWgCkKjRtnJoST3tUssB2peCGbKAAk4KLIGgREIul8Pp06extLSEarWKRqOBQqGATCbjjISjpkaPg8r3qNROnh9liNGQUYaQEgo2K4ikgzZEVRkNCDgJUMNfQfsP2JvhK45jN4PC9evXsbm5ifv37ydk5pPCpl7redG5ZyDM6khfDyEtO2KzYepNzcoLOjPgpKDf72NzcxONRgO1Ws01Ilanmb5nr9fD6dOn8cYbb6BQKLg+JYpP8mwf1aZVcs9n06o9azP4Go1GQm8+DZv2xBAIwN6fqdGKCxcu4K233sLZs2cxHA4xNzeHXC7nHBNfc4tx3w97DvzMZherq6sYDof46KOP0Gq1kMlk8OjRI8RxjKtXryY6dloCQZepIaRNZthvIRAIAScRNorHKP329raLNmxvb6PX6yGdTmN2dhalUukTN2mx53DY7eI43hdJsZFNm4Wg09to1oJmH+j+AwJOKkgoPHz40OlTRjaZuvgk5X+HgZUNbUCs3aZVL1oCYVQ6Jok9TY/WqGaQy4CTAnX8SZ5R5igHjHQShUIBr7zyCl5//XV885vfdNl948r/nuS8KIMAsLm5ifn5eaTT6X02rCUOfC91Uur1Our1+kjZDPIZcNzo9XrY2tpyuoSBI9qpLFnP5XJ4+eWXXQlgu93G/Pw8qtWq29cnfZ59/ua4bW0AjP6lncXIZgYx0MesPWvTPqmNfiCBEEXRbwH4ywAexXH8yuNl8wD+LwAXAXwM4G/GcbwV7Y6O/xDAXwLQBPCfx3H8Z4c5EVsnWalU8Morr+Cll15CpVJBq9VCOp3GzMwM8vk8ms1mIsUDSNZq2+ZO+t3XYGbUg6DszKNHjxyzmk6n0Ww28fbbbyOVSiGfz7u0EjoidEask8LIqG9eeT7I+mJqSUjFDFBMQjZ9qc0sTWi1WgD2+g90u11ks1k3pzUjn8D+8gK7TzWQRsmi71zonNDpZ9on+6loSZGNZFL+2LzUTj1Fcs8SBzYV01c7FvCTjUnpzcf7BQDnbMRxjE6ng7t377opqOgckECw2Qe2TElLIljGN642Ur/b8gWmYdNQUzKAMmkJdhtRoWwywslp5QAkdCPfffXWwYEJACYrm75nzk6JzN5ahUIBb7zxBl5++WWk02nMzc2hXC5je3vblR1wn4/P2e1H9euoslwSEQyKXblyBZVKBf/sn/0zNx0z+45Zck9JeOuk6KwLdspGnfrR9igZ9f8E/ORiErI5GAywubnpHGsgmY1XKBRw6dIlXLlyBefPn0c2m0Wn00Emk8GpU6dw69Yt9Hp7s/7YniOjbFlfbxJfxju3iaIo0duLOtDKHsuLBoNBIpuP+lanbOQEBepv2nO1mQnj5PMwOYy/DeCLZtmvA/hSHMfXAHzp8XcA+GUA1x6/fhXAPzrE/hPGCqOXb7zxBl577TWUy2X3Bw4GA8zPz+PatWvI5XJuGoxcLudSvzgdIztm5nI5N588O19yPffBphWZTMYRGXzxweJ0krxRvDlbW1u4efMmNjc3nSOiZQrqsPB340oXLNRoC4NugMFv4xnLJmFTHwEkog7NZhPpdBo3btzAT//0T2NlZQVzc3NO7vhOh8T3epLsocFggHw+j1OnTuFb3/oWvvGNb2BzczPRw8DWc/pSMLU+rF6vO9m0Tdj0Mw0jwN9YLuAnGr+NCckmodFNyub29jZqtRqq1Srq9brrWTJKtiirqg91ilTbLJHwkQnWePKVEqkxZOus7Yt9D5TY85F7ljCwTkvATzx+GxOSTZt5QCKA37PZLAaDASqVCt544w1cv34duVwOg8HATWFsp3rLZrPOfuWLMmvtV5/OBXZnUVpcXES73cb3vvc9/NEf/RG+8Y1vYH19PdHM0aZC21lSNJtWe5KMIvBGNVMMejPgMX4bz1g2h8MharVaomlhKpXC7OwsXn31Vfylv/SX8PnPfx4XL15MBKH7/T5mZmYS+lP1DbDfTrZ9+g6yaVVfMVBHn5ONg9V/9Mml2rf8zc7ODjqdjrfnyCjC4DCk+4EZCHEc/0kURRfN4l8B8HOPP/8OgD8G8PcfL//dePeIfxpF0WwURafiOL5/0HHoYJw6dQqvvfYazp496yIf+qcXi0W8+eabSKfTuHfvnpv2hi9uz8GSf4DOrKBsKBvUcDCzThIZ2+3tbZTL5UTjGZ7zxsaGIyW4b9+sC3RSyARxW3bkDINpwFEwKdkEktFNRb/fRzqdxunTp3H16lVcvXrVGS6nT5/GO++844woDogaSbGOh/08bsClvJ4/fx6nT5/Gd77zHXz88cf41Kc+hVdffTUx0CorO66TtK/BjF63r6t7kNcAi0nKJrAX1dRICqP8nFe+3+8jk8m4iIpvH3RCtKTuaUTwmRWhfUZsbyCrM7W5aaPRSGQeKIEXHJGAo2ASsqn6TkG7VAn1M2fO4KWXXsKFCxccoTAcDlEulzE7O4utra2EY8L90n5UuefnUXLA37OPWLPZdA0bP/roI+RyOUc+agd3dVBseQP7f9EW90VfAwIOg0npzXQ6jV6vh2KxiNnZWVy6dAkXLlzA4uKikyVmsypZMD8/j3w+n5jmkfYtkCTYfY74QTJB2c5msyiVSrh79y7m5+dRqVS85Qu+kgWrO22/INWbvK4nJdqftAfCitykBwBWHn8+A+C2bHfn8bJ9NzSKol/FLmuETCaDQqGAa9eu4dVXX0WlUnEDpJ2ebTgcYnZ2Fp/97GfRbDbdAEonnHN7Mg2ZKVXcn87zqRFEX4SVSKVS7ndnz551f/7MzAxKpZK7WcBeCYKdKk4NIQ60vtTLozxsAQEePHXZVKffIpPJ4OLFi3jjjTewvLycIPzK5bJrRsNBViMhPkf8sIMX91UoFFAsFvHgwQMMh0NsbGygXq9jOBxieXnZZQ7pND0qlzqdKseMXq+3zwjykQi6PiDgEHjqsskygVQqhVwu5/QajRs+y5TfhYUFFynUZ1ez8DTDwGbYAE/2zMdx7PQkyQTblE1l0mYe0EHRCKcl8EKD04BPgKcqmyQHrE1psw/Onj2LV199FfPz84ii3anccrmcK/t58803XWoydabO4kWdSfnVrFnCygQJwp2dHczMzCCOY5TLZXS7XayvryOfzzuHQ3UkA2NWNlVv+gj2gIBPiKeuN7PZrCMNzpw5g0qlAmAvIKYyRAKeclIulxPyqEFr/pYyoMHqw8jDcDhEsVjEqVOncOXKFXz961/H3bt3cf36dZw9e9b5oZZ4t5l8NjuYetMey2fnHgWfuIliHMdxFEVH1tpxHP8mgN8EgFKpFL/++uu4ceMGisVi4sI6nU6isQQH5FKp5Mob4jh2xo8dtDXdRAc23lwOfPzzrTPPhy2fz2N1dRXnzp3D2toaNjY23ADKLAadb1OZW+6bdSi+UgjNoPA1VQwIOCqehmwWi8XYpkPm83lEUYSpqSncuHED169fR6FQSNSTkWA7c+YM7ty54+quNcpp0xnttE7KkvrAAZvdrDlOVKtV3L592xlWlizQlC9mHdRqNZfmpbKo56Tn6ytn4HUEeQ04CE9DNguFQjwcDpHJZFyZHuCfBpid3c+cOYOdnR3X6CyKIuRyOfd8d7vdRAYCXxYHlRvpOXQ6HURRhGazmejR4Gv8RFllTxWmX2pnd70um733+D/y1lsHBBwGT0M2c7lcrEQ0HRIS6pVKBZcuXcL169cxMzPjnmWSCLRhz5w5g1/6pV9KkIAaEbWpy3bqNg1U8VUul5HL5bC6uoobN24kegfpu+5DvzMQ12g0nGxqfy+VP7vs8f8U9GTAE+FpyObs7Gz8xS9+EQsLC073aQ+gx9snnk/ql3w+j+XlZWxubjo7l9M86nTFtrRBp0AHkjKsxyFxODs7i3a7jffeew8fffQRfvSjH+ELX/iC04u22bBm92nZQq1WcyV/1OXa3FSDDdbfVHkdhSclEB4yVSSKolMAHj1efhfAOdnu7ONlY1GpVPDaa6/tyzZg1FIvQNNF7OCsc3lyG6Zt0gHKZrMJY2d2djbRwJHH441l9kEcxygUCnj48GGibILZE2SGaXjZWk7b2EINLJ8zYh/egIBD4qnKJiOcvV4PuVwOwK68Xbp0CTdu3MDi4qKLfJJg4MAzMzODn/3Zn8X9+/exubmJOI7dYMaGMGqUUDYIbd7mG8Qor9VqFaurq+j3+8hms5ifn0cqlUKr1UI+n99nzHDQVBJBZdM6Hr5UaYtgDAUcAk9VNqmfSHJTh7HXD7DrsKyuruLy5cs4e/YsstksTp8+7aaHo8wq+U0dqrJ3UO3mqPWq06gffRl6vpclGazetPrSyqDNbgoIGIOnKpvA/gZqtD+LxSLeeOMNnDt3zjUXtfKjgbBSqZTI4NNMPg2UsQ8Cj8f1Plkh0aBNDwuFgtPfGtSy33XWBepwH/FvAwQBAU+Ipyqb5XIZ586dS2SgE5pBC+zv+VMsFvHKK68gn89ja2vLzeLAwJP2GQHgpk2mHGl2Qhzvn3VBCfZHjx45gr/b7WJ+fh7nzp1z8usj+WyPISXXNSCnutSHwxJ8T0og/L8A/g6A33j8/v/I8l+Louj3AHwWwHZ8iHoUdonmReoNUNYGGD/HtA6o3I43TP9wO7j6iAM+XJ1OB/V6HXEcY3p62j0kABINHDVVxc7CoFPj8EHypUSHQTbgKeCpyiawl8I1HA5RqVTw4osv4urVqygWi4gfpyaz1MEOSDMzM5idnU0MzJQ/6whoRgD7F2j2gM1IiB53qT116hRu3LiBVCqFRqOBfD6f2Kc6LVqy4Ov0brtFB5kMeIp46rJJkBTTOulyuYwrV67g8uXLmJ2ddbr1woUL+M53vuMinTqlm0ZGjlIScFCvEmY36Gcl2HWWFB0DtOSQ8qv6OchnwFPCM5NNOv9RFGFpaQmvvvoqlpaWAOw522rz0i4FkiUPdp8aYKNNySxAXwBKbVrWRc/PzwMA8vk88vl8IgDmy9hj+rSP2FN9GeQy4CniqcomCfNROsvasHa706dPY3l52X3vdDqoVquoVqvY2NhITJfIYLPapJb0Vr+TctNoNDA1NYV0Oo1Op+NmT6rVai7j3dd42DYMV38TePoZsoeZxvGfYreBxWIURXcA/A/YvZH/dxRF/yWAmwD+5uPN/wC7U2p8iN1pNf7uYU+Ef6qv8YxetI9A0AHX18yChpOPKNDf2JupTk29XneEAQCX1UDWVvssaAaCpmiqA2MNtJBlEHBUTEo2yaqurq66OXG1mSiwR4L5eiXEcexqq1V2bcmRrSOz3eJ9+2an+Uql4oyfXq/nyiyURFCjSFM97WBrB/RgDAUcFZOSTQD76huZdcDa6kwm40i+fr+PSqWC2dlZV1IAJKdZ1ajlYbIPHl+vd7k6+1YObQdpS7yTfNfMIAAJh8VXXhEQMA6TlM3HxwMArKys4FOf+lSCzPM53FYOlUSw+og6V8l7XzkR39U+rdVqbqaHYrGIfD7veqZYXUndqBm11Js+B+Uo5GNAADEJ2VSZ8a07iEBg5gBlNJfLYXZ2NpF9oOV7zWYT29vbqNfr2N7eTjj5bAzMzFwSctVq1ZF7xWIRFy9eRC6Xc+WAPrtWS5kon75s9qdp0x5mFoa/NWLVL3q2jQH8109yItaRVuNdazEYXbHQwVYfDiUNfOUQ1ilRB0JTTx49eoQzZ864DrqFQsGljfpSRcgGaWTF1qNp/cmoQTcQDAGjMAnZjKIIxWIRly5dwssvv4zp6WknG8wiAOCamfp+r+t9JIASC3Qi9LdyDQm54eB88+ZNfPrTn3bbFQoFlMvlfZlH/K3tUqtOisq9Glx2HNJz4bkGgymAmJTeJIbDoatrvnbtmistogzoLCr5fB7Xrl1zfXysTuz3++671nTqdqNqRbmM2UGU+YcPH+L27duYnp5GOp3e1zVaHRSdf17JPWsTaIPHgwyjw5AgAT8ZmJTeBPZKCy5evIhPfepTKBaL3K97jn0BMYUtV9AZxUYF1OT89zVxo47d3NzE1atXXRkut7eZQZQ1XzkudTF1pY4TVk5Vfq3+DAgAJqc3lZC2OsOW3YzSHSqXtBm5Pcviy+UyKpUKVlZWEEUR8vm82zeffw2gsZdfr9fD7OwsqtVqYhYFYC9goPaqzeBT2bW+phKKvswhDSYcFET7xE0UnxbszbQnftCFjEr1shkJtsbF911fvEk0wvRYdKC0dpSDpm06oy9LFhzkeISBNuC4kM/n8fnPfx6rq6vI5XKJ59CXFmUjgjY10weVUd9yQo0ureVkOlocx8jlcsjn824Q1lovW8epjK9tIGNhB9iAgJMAkualUgmvvfYaLl++nEhFJviM07hZWVnB/Pw8Hj165EhwS7JrJsKo0kEfVDcuLS3h8uXL2N7exp/8yZ/g0qVLOHPmDNLpdGK+eV/KtI9w98lokMeAk4hMJoOZmRlcunQJly5dQrlcRq/Xc3ak6hTr9PugWQiWTBgHW5Kn44JmAdrAmbVdbaTT2rPWth0XEAsIOC5YknzUNj7/TGWNtiX7jii0l5CCDb/VH9X99no91Ot1rK2t4fr16wmig02SVSaZiWBLfVUW+dJreVpyeCIIBB3UNGPAGg2jovF6I6yBr+yODsCEb8ob+8erIcPUFW3caMkBXw0Zb66PcAjpXgEnFZVKBefPn3csq4WNKFh5GmfcWwbWwi5XA8g2d2L5E3uSAEhsp70P9GVlMRAEAc8LoihCoVDAuXPncOXKFZw/fz6RTjwKw+EQCwsL+MxnPoN33nkHjx7t9qSyEVGSE/xsMxX4Pop4y+fzmJubQ6FQwNraGjKZDDY3N9Fut7GwsJAoWdC+CFpWpDKsejkg4CQjiiKcPXsW169fx/LycmJ+96M+w75IpdrJB8Ha0CpHShpafTqKcNfaa1/wjOccEHBSMYoU4LpRes2XHaRkhC3JtbA+qCXuqBNrtZr7zlkA2UzR2r82Q0h9TXtN6nM+DZwIAgFIOhocbH3lDD5ohMT+MbaxIrfX4/pqxpTQ0KinLZ+wEU5NK7E32jeI2/MJCDhJiOPYRfh9bOs4cs8aOJaEOOxga49FedNpsjgjip2RxZd9YLODdFBVwyog4CSjUCjgZ3/2Z7G8vOz6HLCsjmVACiuLp0+fxtTUlKvPZDnP1tYW1tbWElOvWv1rM3I0UgLApXAOh0NHHmQyGXQ6Hdy+fdv1D6IcW6JPyQPiMORIQMBJQKVSwWc/+1k3Q5HqTt8zPE7fcHvqNp3O0WfT+vZtdTTJAPYL4nIb3bTLVEYt6W7HhKBDA04q9FlVn876aFbvWVtVSXZ+B5JlRhbWrvVlC7BMqFgsJmZZslnvmu2uwW6bdeDLqHgaujQ6CUIeRdEOgPeP+zw+IRYBrE/weBfiOF6a4PECfgLxYyCbk5ZLIMhmwAQQZPOJEGQz4JkjyOYTIchmwDNHkM0nglc2T0oGwvtxHH/muE/ikyCKoq8/79cQEODBcy2bQS4DfowRZDMg4GQiyGZAwMlEkM2nhP0t0QMCAgICAgICAgICAgICAgIMAoEQEBAQEBAQEBAQEBAQEBBwIE4KgfCbx30CTwE/DtcQEGDxvD/Xz/v5BwSMwvP+bD/v5x8QMArP+7P9vJ9/QMAoPO/P9ok5/xPRRDEgICAgICAgICAgICAgIOBk46RkIAQEBAQEBAQEBAQEBAQEBJxgBAIhICAgICAgICAgICAgICDgQBw7gRBF0RejKHo/iqIPoyj69eM+Hx+iKPqtKIoeRVH0XVk2H0XRv46i6IPH73OPl0dRFP3vj6/nO1EUffr4zjwg4MkRZDMg4GQiyGZAwMlEkM2AgJOH50EugedLNp8JgXDYGxVFURrA/wHglwG8BOBvRVH00rM4p0+I3wbwRbPs1wF8KY7jawC+9Pg7sHst1x6/fhXAP5rQOQYEHIggm0E2A04mgmwG2Qw4mQiyGWQz4GTiMLL5HMkl8BzJ5lMnEI54o94C8GEcxx/FcdwF8HsAfuVpn9MnRRzHfwJg0yz+FQC/8/jz7wD4j2X578a7+FMAs1EUnZrIiQYEjEGQzSCbAScTQTaDbAacTATZDLIZcDJxBNl8LuQSeL5k81lkIBzlRp0BcFu+33m87HnAShzH9x9/fgBg5fHn5/maAn68EWTz+b2mgB9vBNl8fq8p4McbQTaf32sK+PHGYWXzeX+GT6RsPvVpHKMo+usAvhjH8X/1+Pt/BuCzcRz/mtnuVwH8fQDT+Xx+8dSpU4iiCACg52TP76DvFkfZ3ndcfc9ms8hkMjz/kdv5Pvu29R1/3PlGUeS2qdVqaLfb0ciLCQgweFLZPH369Mjn3X72fbeI49g9y6PW28+6ve89nU4jl8u5bfX3o2Ry1Pu48zjoGofDYZDNgCPjk8imYtyzPE7mfL8ZtZ/D/J6fh8MhMpkMcrncgXLpW37QeR1GRoPeDPgkeJo27WHk6bDLjrK9lRO+rGyqrBzWph11rINk2O5jZ2cnyGbAkXAE2fw/Afw1ADdzudybq6urh/I3Ry170nWHtXkpm9lsdux29v0g2Rz123HXMBwOsbOzg06ns082M2N//QwRx/FvRlH0DoB/cO7cuV/6X/6X/wX9fh/D4dC94jh2y/TPUEOI20ZRhOFwiMFg4B3QhsOh256/Hw6Hif0DwGAwcNsSPMbi4iIWFhaQSqWQTqeRSqXcfgaDQeL89Tx0Gy7Xc+Qyrh8MBolj63V3u100m03843/8j5/i3QgI2IPK5vnz53/pH/7Df+jkotfrjX2efQYIB+p+v++2t9vpMjsG6PF8+x4MBlhcXMTS0hIymYyTzcFggF6vh263i36/n9iPPVeVO26n56LnLv+TGyviOEav10Or1cLv/u7vTuQ+Bfzkwcrm//a//W/u2aSM8kVZpWyl0+mE/IzTm3Y7LtP92+1UbiiXg8EAS0tLWF5eRjqdRjqdRhRF6PV67sXfqAxSt6rMqg63epYyquev59fr9YLeDHimsDbt//q//q/79Ca/Ux9ZHWllCNjVm/psm2Mm9KTKqP3OZel02n2en5/H0tJSQjZ5fr1ez8mjyia3sddhj6Vyq/a61eHUm//kn/yTZ3ZvAn7i8TsALsVx/BevXr0a/8Zv/IZ7pq3f6XtGCfXN+F11Id+tPlT/Ure1x1L5W1pawvz8PKIoSowPVsZV76dSKXc+ap/bY6lsqk+sL/437XYb//Sf/lPvn/osCIS7AM7J97OPl/nwNQDXlCiwxrq9AYQuS6V2KzGiKEr8gQRvgN1HFEXIZDKJP00NFz0GB1590Uji/tPptNsvgH0PI7exBpmyv3p99trVyLLXEhBwCBxZNofDIbrdboLQ8xkpfL71GQaSsmfXWVnj9oQ+45Q5HeQp76lUyrG1/MxxgOvT6TQGg4FbbmXc5yzZ5daI0/U08mgoBgQcEZ9INumk0EBRvULYZ1r1ptWP+ltup9sS1vjgMv1tKpVyskrZ5HZqUI176T65Lzum+GRb/5egNwOeEE9k01I2SWSr3gSSNqzKEGVM9abKIKE6UPdn7Vi1i6kTub3PptX1PI4NlqnsKijrev68XusEUW+S5A+yGfAEOKxsfg3AtSiKLl2+fDmhE9Smte8AnF8HJH1N+2z7MuxUJ+k6/s7awEoe+l78vdWB9EMtQeHLgLIkhAYS9Nwom+Ns2mdBILgbhd0b+Z8A+E99G8Zx3I+i6NcA/EtfFMR3U7ic7z5yQX9n/0AdvJUdtY667pMOSC6XQy6X20cgaDQ2iiL0+/19xpkO4PrwqTHF7ZSU0PNhJLXX6x3phgQEPMaRZTOKon8J7Bn71ggifMYBv/P3SrIBewOzGjqWkFACoFKpIJPJIJPJuCgmsby8jFwul1AKrVYL3W7XySlJSh0srXPCQVmjLXrevJ5+v5+4Zt1/MIQCngBPpDctmfd4fWJ7SyQQGtHXDAU5TmIfKhdcb8ly6kbVd9lsFrlcDtls1pF8Slio7rSySSjRb8cfK8fW0CKJEMi9gCfEE8umL6N1xO9GEumWQOA6dT6AJHGn4wHPgXJHOVfZtHKrdivlM5VKOb2nBIHKni8jkeS9nr+eG/VmQMAT4FCyKXL5r0hc+exYAAnH3OdfUs9Z8sD6bHz32cQ2w05BeaVs6n5phyuhp2SCyrbqWXs+vnO2OExQ7KkTCHqjAKQB/FYcx++O2f4Prly5MjKF5PE2APaTAQSXa1nBqD/Gsi6MKvJ4aqhwe+6nWCw6B4aRFGZLcB90dnheasToOfgeMGD34c1ms46d5cPABz5EUgKeFE8im1evXnXPuM859g2uhBJllAPKqBpEuVzOyVSxWMTMzAza7baTz7W1NTx8+BBf+cpXsLW1ha2tLdTrdbRaLfT7faysrOC/+W/+G9y4ccOdA8kFnh+/a4TWsr3WWFKCTw0hXc9jWDY7IOAoeFLZVH1GqLFh4ctKUKeBPX64TrN47HrKa6FQSPQG4ou6dW5uzi3rdDr7nA3+TqMyKp9Ksut1UCZVfqk3Ofb4MqYCAo6CJ7Vp1WbTZ0+fdUsUWCIe2B/V923DZ9xXIggko6h0NPr9PorFItLptMvgU2dfdTdftnRXMxGUeODxKZ8AHEnIfVubNpAIAUfFUWQzjuM/APAHly5din1ZqIRPlyr4/FMvqrP++Dj7CG7Kis14H2VPFwoFlEqlRLBa96XEmy8rwtrelmjQoIESekrsqV07MQLh8Un8AYA/eJLfHnUQGXWDuc6u1wGOLI81LNQx0IelUCi4QZYEAvc1GAy8ERx7PZbcOIgFsucVCISAT4JPIptPcCz3riUE2WwWlUoFU1NTWFhYwMLCAsrlshssW60W/r//7//D7//+7+Ojjz7C+vo6Go1GYp+U8Xw+jzt37uC73/0uXn75Zbc8k8k4Z4UDoS8VW5drFJSDrRKIKnN2QNeBPSDgSfAksmkdiIPgc15YWkDdlM/nUS6XnXNBOdjZ2cH29jZ2dnawsbGBWq3myLzNzU2XIQfsEnaZTAaVSgV/7a/9NXzhC19wWUSDwQBbW1v7CDhgV241g886JXodo3Qm96mG26hoU0DAYfBJZPNJYJ91vvsIBOugW+eBNqzdLzNq1aalDub+fJmGNgA2yp5Vx8T+L3z5+n4FBBwFn9SmPaqcWr2jJDZhMwxsCZI+/z4w+4AyOSoooGTAKD+W52xfat/a3ynxOU42j62J4tOEvXHjjAv7B1o2yA64wO5NyuVyLtKigy2Pp8aQOid6XF1nb6BvwLXnRdYpEAgBzwNY9tPpdDA1NYVSqYT5+XlH2k1PT+PMmTMoFAqJwTSXy+H8+fPIZDJOrjQ1i/KQyWQwGAxQLBaxubnpyAllhdllWqOeQHLM0IyCUc7KKHmz2UEhTTpgUlAD5SAoaZ7P55HJZFyWDwmD2dlZFItFpFIpNBoN1Go1dDodbG9v45133sG3vvUt3Lx5E9vb24mabp4LgIQDQln86le/il/+5V925zIcDjE1NZUg3niOlE8lEbh/lWt99+l6je5Qb4bsoIDnAeOCXpZAAPYyWhlRpDwxK0ijo/wddWWpVHKOCokEG4X0nZslLnlsS8L7Iqyqx0PmXsDzhHGyqevVb9NAlZXDUQFwknsMVNsgl8364b5GEQz2XH2yqVlL6muOk80TQyCowj/KQDLqBuqfbgc7X9qGjVDY88lmsygUCs5AUiIB2GNreSOV8dUHyBIE9hp8N9dGUQJbGzBJjMuq8RkmANBqtTA9PY0rV65gY2MDOzs7+MY3voHbt2+jXC7jlVdewY0bN1CpVJyjAQC1Wg0fffQRvv/97+Phw4dot9sAdh0TbbREWcpmsxgMBmi32y4tk+wtB1d+9p23Rm+0/Mk6KQp7zZp9ENKkA44DvmfOkmCDwQCZTAZTU1NYWlpCt9t1sxNsbm7izp07qNfr6HQ6rhSv1+uhWq3i7t272N7eBgAnc9bBiOPYGR3MAKpUKtjY2HB6kqQgZVZnSPHpPZvpQ9nk9fgcK25vMxAC8R4wSYwjnn2Ogz7vWr9so/v5fN6RgCTJ+SL02bdN4rj/UqmE1dVVR+jTWeh2uxgMBm65Hpu2p6/MTz/7AnG+69XjBtkMmCRG+ZzjMttGZcKNIvc0YGXlY5wvyH5BGqhWMoK/8fUtseehelOPPUreLME3zqY9UQSC7zOAfZEIIEkU8F0HWhIIPodHHR0bQbFNYFgXTdKBaZ02bUXrN3u9nrvR1uH3ZSYw2qJGlBIJ6pxoxDMg4FnDGuHjnGnK3WAwwLvvvosPPvgAw+EQ29vb2NraAgBUKhUsLy+7321tbWF6ehrZbBatVguPHj3CzZs38f7776PZbLpjcrD0pWXlcjlHHLDUYWpqysloPp9363W8YA8Tex28bpVt3+A8HO51eOc5BkMoYJKw+pCwhg4Al3XwT/7JP0Gz2US320W9Xke9XncRj1KphHK5jOnpaZRKJUcgbGxsoNFoOBKPz7w1mPh5OBwil8vtI+CiKEKhUMBwOESj0UhkB1EWaWhparMSBqordRo5NdI0NXpcRDUgYBKwBrsvmESHodvtAoDLFpqamkKlUsHc3BwKhQLa7TY6nQ52dnawubmJW7duYWNjw8np9vY2ut2uayKsOi6KdvuY5PN5nDlzBr/4i7+Iv/JX/opzVDqdDhqNRiKyqb2+6OxT9nyzkaltbWu0ASRkk9uEzL2ASULtWZVNfX4JH6HgIw4OiuorWaH+pS6jvDD7IJ/PJ0oYdEpX1XmjgsxxHCfKAn3nSjJQ/VVOr6wEpA8nikA4zABijXhbsqCDmCUSgP2d34Hkw2SJCP6mVCq5Hgi2fIEGlZ6/dogf9QDZaOcoxtpHIgQEnDTwOSbJtri4iA8++AD37t1zPUQ6nQ4ePXqEd955B+vr61hYWHBZCMPhEM1mE7VaDffv30er1Uo881Y2VIZ6vR6KxaIb+FKpFPL5PLrdrovOaBMnDrBaxsT0TWVtR7HRPnkedZ4BAc8KB0UTdLtisYharYaZmRkUCgV87WtfQ6fTQTqdRrvdRqFQcF2XOf9zHMdoNBpotVpu+VEdcZUnEoasvdZMPqt3fXoTwKFkTH8zivwMCHiWGBXh1O981uv1OjKZDBYXF3Hq1CknG8wO+vjjj/HgwQNsbm6i3W6j1+thZ2cHW1tb2NzcdIQg9R+QLG3QY6VSKRSLRbRaLZTLZfxH/9F/hHK57MiFOI6d7NOxV+eGL9uY0V7zuP9EX0FnBpxkjCLnD0Mg2DJ5YL/vaWWGxKH2QKBtbccT36woeo4kKGjbHpS9rsc4jN48EQTCUQYSSxD4IoNKHGhzJg6cHJxZH83yBEYo9VzIDMdx7CKlvBFM/2Tk0aZ7MVozjkDQAd4H+9AEQyjgJCOXy+H+/fv4+OOPUa1WUa1WE93R+Sw/ePAAtVoNc3NzmJ2ddRHQ4XCIdrvtZlgAsI8RJig/jKwygkrSoFAooNVquXQwJRDI3NrGp/a7bxs9Pt8DuRdwHFDdOQ6MEn7961/H7du30Ww2Ua/XnRysrq5iYWEBcRw7XQjsRQs5V7vOOnQUsKyo0WigVCoBgNO9dFJ8epPX6HsfBdXdgXgPOA4cRCirsd9ut/Gtb30L1WoVs7OzOHXqFB48eICbN2+iVqshm81idnbW2aepVAqdTgebm5vY3Nx0BB+PZd+tbcyI5HA4RK1WQ7vdxuLiIuJ4r88I9S/LGXiuvV7PkQejyL2D/hdLHoTyooCTDJtlO8rv9M0W5FsG7Pd51fGP4xj5fB6FQsFl8dlGqNZGtb4vZdnaqOOgMmwzhEbhRBAIwHijwJcRwIFR676Y+lGpVFwzKEZDGVmp1Wqo1+toNpvodDpYX19HvV5Ho9FAs9lEs9l0c0arw5FKpfDpT38af+/v/T2Uy2UAe42emIKlfzaJBz1vLtebbAdTX1mETU0JadIBk8RhnjUSeplMBvfu3UO1Wt1HGmgEs1AoAICLsijL2u120Wg0Es4KGzTpgKglPs1m0y3ndjwn7VvCbUg8MA2Ty60MWkXBc1QjTWUzGEIBxwX73KneSafTaDab+Pjjj12mAfVLPp9HvV53+qxSqWBhYcER8NSVmsZsjR6+6zlYB15lkE3b+K5GCvUmoSULo+SR5+qLbDINU3uoBAQ8a6gtaKG2bBTtTm/a6XTw9ttvY21tDYVCASsrK1hZWQGwN7236shqteoanaqtaPWkj4BjCQL7kOhYkc/nUSqVXHaSkgX62TooPrJCv1tSRe1ZBgsCAp41bMTffh71/I4jDlR+rE/qO4Yt71GZGg6HLujFxqZaCqHbq96kfAJ7pIJPd/JabBnVqGyIcYH9E0MgjDtJTcVg05i7d+9iMBjg7NmzOH/+PKanp5FKpbCzs4N6vY4HDx5gY2PDTTfV7/fRbDbx6NEjN5c8yQIOYLY3AY/Lxk/37t3DX/7LfxnXrl1zztLU1FRiTk6rNDhQKylgB1vLGOnDwu1phJHcCIZQwKQw7lmzmUD///beJUayK7sOXTfjH5G/ykrWl/Ulk0VWsfltii2pBw0ZEmRP9EbG8+QJhgFNnudPI3nqsYEHAxoIkic2PGsBsvBktSB4IJmtbkG03INuNpvsqmIxK7+RGf9fxhtkrZPr7jw3P8ViZCS1FxCIiBs34t6IuPucvddee59qtYpWqxUy/sqO2s+h08Au8AsLC0EZtLq6mgrOs2RaJCnoRJH404HWBikMZmLOTUzZlNWQ1WZRSFI6HJOAziMW1rlhADI3N4f5+Xk8ffo0vD4ajYK6YHZ2NsyLxWIRSZKkmh1ynlS7sc6IzmGj0Qi9Xi/YRbFYDMctFosolUrRedM6XHpT8h1IE+12X63bduLdMWlkXW+0u3K5jM8//zwQ5kpor62tYWtrC9VqFYuLi0GF0O/3g4JI/U6rPMgC51MS77Tter0elm9lk0aSfvzcLDWeljfEyHkbnHC+5M19WsckYQNl4qjyhBhxYMmDmO+osDFmzC5yuRwqlcqhknnOqzaxHDs+cOBf63yo4Geyx4kl3U8yb04NgaCwDpH+STMzM+h2u/i7v/s77Ozs4NVXX8WTJ0/w6aef4mc/+xl2d3fDknEAgpNSKBTQ7XaxurqKer0eBl9tHKGBh/4RLFuo1+t4+PAh7t27F84tn8+jUqmEDI0yqTZwYjPG2GvKPvG5/qFKIniW0zENsME2sG8rDx8+xOPHj9Hv91PBN+9ZMlStVpEkB6sk9Ho9jMdjNJvNUINpoSSCvs7BenFxMTC4wP4gSSZX2VodGO0gTlJCt1nbtLBOnMMxadh5U+eafD6PTz/9FD/+8Y9DIzZtzkQ7mZmZwfz8PG7evInbt29je3sbP/zhD7G7uxudG63929c1iKcjBBxkVFnCYFUHNrNibcrapiUO7M1LGBxniSySL0kS/OQnP8GjR4/Q6XTQaDRSZDb9vZ2dHXS7XdRqNeRyOdTr9aB6tdf5Sc5F5z2S7t1uN8zJap9K4GvNNWEJA56LBj1AnODzedNx1jiKADhOdWBJgqNK64GDORnI7gdSKBQCgUACj8fQJqa0dRL6sdgwpuzRY/F9aoP6+nEli+eCQNA/gYNSt9vFaDTCX/3VX4Wa6VwuF+SYzGpWq9XgxHS73XBjgKAMLvezx+SfNxgMQq2ZdpZl/baVSfOej8nk6vdS+bQeUy8EK5H2ZRwdZwG9XnWbVdKsr68H8sCW8XBbqVRCkuw3P+z1erhw4QIePHiAubm5UP4QO75CVQEcRGljJORijhARI+m4PVabZjOfCh2EHY5JI9YnxM5hq6urSJL9HgOa2eDjUqmESqWC69ev47333kOtVgv11XYJ1azjKDSTwaUha7VaICq0F5GdG+38qXbI+Ve3ETYLq+fgQYrjLBDzZ4H95Fan08H29jZqtVrwRXmN877X6yFJEly8eBGXLl1Ct9vFkydPQn8C6/gfdy6q4huPx+j3+6lSBQCpHmE6b9rvosktPtd50pKJRxEIDsekkRVrnoY8sASCbeyvKBQKqQSYxnK0l3K5HBqL53K50CuI++tqRXrOWSo+Eg7W7jQxH7NNVb1njStTRSDEfnBt2MI/ikqDvb39JeJsLwL+sbu7uynHp9VqodFohIFXG0XYwVcfc5kLng9ZWwYs6oQpIQAcSLt4r6/behVutyoEdYJs/anDMQlwcLMEmB1Iu90u2u02hsMhyuVyeM1mLQEE6XS32w0lD2tra6jX6+EzNINhA3g9vh1Mub92e7dSZzoulhTR17SsSJ0dJRxV3u1BimMaYO0gl8tha2sLg8EgEO0MEnQVhMFggCdPnuD73/8+1tfX0W63A+GuTn7Mnm0Zg4JZSqt6KBaLIQPK/Tjf6tyviPUsAQ7Xa6oM05Y2ORyTAOfMLN+21+ul1DlJkoTn6v+Vy2XMz8+jXC5jZ2cn5QfqvKx+ZEwpoK9zfzZG1OapHCPK5XLKnqx9ar03P9/O05bQ00BIb26bjkkiZpsx0kAJAs6TLEHSmI62QNupVCpBAc/9NWYcj8dhCXLOsYzxqtUqrl69Gkr+GHPakqWYwiFGJPBcaX/aU8zap9rkccnqqSIQCP3DlDGdmZlBv9/Hj370Izx9+jTl5AMHAxUZGnawvHLlCiqVCn75y19ifX39UDOorGPz+LxXxqbT6YSMCi8KXgz9fj91bvwO/HPtH29Z2thgG1vX2uGYBGKZPj5X8oD22e12ARzuQKtsra4lvbu7i5/85Cf40Y9+hN3d3RR5EBvgdTvVBTGbUPWBOmTa1E0DDmVm6Rxp4BRjaOkI6b3bp2PSyMpyqn1SFWQzkNbZZw8ENhXWaz1G3un8Rpu2RJraMY9vy4t4HJ0nleBT+1SloL4WUx4cNd87HF83YuQBg42NjQ38/Oc/T/XRAg4TAM1mE//4j/8YlLc26USoL6zzMwlw2xhcyTcSbQx4GPxobwbr0+rcr4RfLCmmN35fJd/dNh2TxnEKBACpeW13dzcsP37v3j1Uq1WUy+WUSr3b7aLZbGJ9fR2tVguDwQDb29t4+vRpSGq32220Wi1sbGykVPG0s4sXL+IP/uAP8Fu/9VsADpQ9lUolJK1ihCCJett/hHbPZLZVJFjfWAm+o5JiU0kg2ICB9zMzM2H929nZWTSbzUMBhg5WDOTpCDUajVQ3aSudig30loWysg9uY6M2ZYz0XACkasQ0ULHS6th3cRLBMQ04iq2dmZkJvUWAA/UNobJMNm5R5QJXR6Hd2ms8NthbxY+F2ube3l5QIuhgadVCWYoJhVUxeDMox1nD2qaW2QFAv99P7a9znxILzEJwXXkgvsKDtf1SqYRcLodWqxXeE7MdggRCsVg8pAhUMkATCMyc6Lxpj6Fzps6d3undMQ2grc3MzGBnZye1igJXI1LyW0tjGWwo0WDVd9ZnZiKN82osu6qJOj7nvFkoFFKBhLVNPY+j7J37WRt3n9ZxljjKpwUOrtlCoYAnT57gr//6r3HlyhW0223U63Wsr69jY2MD9XodnU4HwEGfr2KxiHa7HXqY0I5izU95zH6/j88//xx///d/j9/8zd9M2SpJPZ2XeX6cI/Wej7WHVxYsyXcS25w6AkEDdAV/QDIvGgjECAQOUmyY2G63A6lgm6cpIxs7rmVykyQJRAFBZ4hSSTo6nBD03Oxn2QtW99ULzDMpjrPGcQQCCbosaIYxSZKwVBRtm/YJxIMWtVfKyYBs2z0qy6kKBB1odcDNGnitfarky23TcRaI2aZuVwKBRB6AQObR7pjBUBXQcQQCyxHoMBEq8YydL4OUfr+PfD5/KOjnezX7qQFYzDazCAS3TcdZwapqed9ut8N1yZIi2oyWNdBeeT1bVaAGINo8lR3dOUep7SiBkM/nsbCwkLJVnoMS8Dp/KvGun3UUbGLNyT3HWeM4AoE2WKlUMBwOUSqV8Omnn+Kjjz4Kr7FsoVgshsb6S0tLqNVqePjwYWpZciXjlADk3DYcDlEsFkNDVfVxi8Ui+v1+inQfj8eh9Iifq/6rEu9HIcsuj7LNqSMQCBuYUPLYarXCEm9kbrUuhQOw/nDq5Gc1U9IBlUFHt9sN27VOlOen4EXDH9zKuVhnRuJD68iAg+6aJCB4GwwG6Pf7oVaOTeccjknAZhlsxoI2w+udNhYLGuhoaPmCgvLMrAHLOmGs42bNaGx/rfHmcdUOrRrIyjRtIKKDK5dUVcLDHSHHJKEqOCC7hlMJbSCtPqBjQRsYj8epngFKtqtUUjOWtI1qtYqNjY1QekDnxpL1fC/nWi7nSJWeliUp8a7jjZ4fH1uyXedTt03HWcFm/EkYtNvtYAuUGdNu9JrlvEQ/0JYHqa3oMWdmZjA3N4ft7e1gb9wnl8uhXC4Hv1b9W77ObKfKq9WelXjnZ+hcqd/DLttItZ6XMDgmDZ03YzGdkgfj8X6vgo2NDXz00UdoNBrBV+U+o9EoLHfMBv76mq7Sp/Zry/P29vaCYkjHARuHapwKHCz/SOjzmOKIxyOZoTbKJB5t+Nwt42ihf+xwOESn00kpAXTwUtaW27k8XBZxoOQB3z87O3toSUY9D3bT1Kwos5r8DB4vl8sFAsHKzQAER8cOsLbGmn80v4/DcVbQQVdvvL5VYknotQ+keyLw9ZiqKAu0VwBRwkKDKrVNDuDcFlMxqKTbOj+qBFJHyWaHHI6zQIxASJLkUMBtSTer/tOgxKoQ+Jw2wtcY+OtxdS4kQaHH1MyrknicN/W76DnR2WGphcpCbbbnOEfI4fi6YVVBVOwBh/vr2ABAfUGrurF2yQQWn5fL5TA3Aeku8rr6SUxBoA3CYwS7HTOUhGStNm0zpghycs8xTYgpD4D9BPHm5iY+++wz1Go1NBqNQyvoEYPBAJubm6FsgeUGwIGPy2Pp3Kl+qn5up9MJqyTpPrxpMppzbEyBqOfA+NL6skokqH+bhXNDIPBHYHDN2kntOgkc/EEqzbKlAPaz7XFyuRyq1WpY6eGkYN3aYDAIAzPPJdZNmoOsJQlsrZnKSrzTu2NaYQONmPRZYRU49jOsQ2NJPFUSxGA7vnOlBwYSWm+q44hlZNUBsnXafKyEn8MxDbBSTDsHagDAa1nVRqc9ltpSTCatUKdLyT2r0OO8qc6W2p4S7zH5pbVZh+OsoUknDS4UakuUNZ/G79O5V9eR13mP97FyCD1XDVZoX3xuFYqqpNXVzizJrrXg7tM6pgk6d6mt7u3toVar4eLFi9GViQhe151OJxCEqtiJxaAxlXuW6o++rJ3z+Nj6yYqspLTapbXTo3zac0MgEPqH8YsCBwOudWBsEG6h9Vv6h1Eactrz1HWtVRod6+2g56T76IVryYOsi9bhmAaoI6D2GYO+rtlRO2ASdmBUO4llMKyigAM0s6Q2i2LHmZjMjdD6M2ufDsdZw5IH9t7aJksCYiUOJ4HtH8JjKYmXdZ46byupZ+dEPW+en+7P87bZFL33IMUxDVBlTuw14OBaJjTQP46YV7viXMdspSX3jrJ1SyConDrLX7WKXFXz6fyuBIIT745pgqr3gH2barfb2N3dRa/XC+XzliBXkp7zDufWfr+fsl1rh7aEiPux9LZUKgFAyh5tAoz2HSMR1Pas8t76vvZ7TH0JQyxYiMmjONCoE6EMq61pif0YPB731z9U2SAex/Y+0AHTsrUMUFjjpYGIqiN4wfDi0O+sQUmv1ws1Kdpkzh0hx6SgzZd47Q2HwzCI5nI5zM3NYXFxMciiaXua+dDrm7JMmwHNkknT3tikhoM3yT6VYhIaWNgAJRaQ8DNZ5qDnF7NN2jiXrtRu2g7HJEAbox2qHDhJkqDSUydHnX1rn9xus4LW8VGV0MzMTKilbjQaYem3JElCJ+rjghSS7jrv8xi0Re7H84vZpn0PcLC0lpN7jkmBdhTzFXXuUbJcr2FC/VXN5Nub9U8BhMambLo2GAwCocd5mvN5FimhPi2zngr1w6nws8Sljiv0aVkvzrkzS4nhcHwdUP8RiMebOseNx2Osr6+HZvz0J2OfSxuz6gCr2LEEQKVSCX1BdL7WsgY+p63xZkuLeP78ntqMla/xe2sCjKoh7VMy9SUMdtC0Qflx+/JHshIOWxJgP8N+tjo8MzP7HS91KZ1yuXxo/yw5Ch9b1pfOnpV12rIFmzWxNZ0Ox6SgmZB+v49GoxEGFl6fX375ZVhalYNbsVgM9qTLT2mGkgMrkJ1hUfKBnd6Hw2EgDovFIiqVyqHPyCIk9fhql1kZz9jNysa0BtvhmAQ4L/B6ZZCsa6uT3FteXgawH0xXKhXMzs4iSZJgx0qYW5XfcWQ1iQoG99q5nYFK7DN0WyyroqSfBk42KIvZZky556S7Y5KI+Zjcbh39mH9KaNIsyx416FAfOJ/PBwKBpRA8r8FggFardSL7tqoGO19qck+/g2YwNeDhcy4t6fOmY1KI2VAsY6+vAThEnmkiWJNVSuTTx9XjZikE2IR8PD5oLszj2gQA++ypwk+/kyrgs8aLrHnT9luZegIBOPjy6syc5n38Y6wsM0YgHAWus8nlOsbjcSpQOQ1UxmW7vvOc9WK29SiqmrBBStbF7nB8HWi1WtjZ2cH6+joAoFarBfsYDodot9t4+vQper0erly5gsePHweVAsGB1ZIIJ61Ppu1olpQDN+Vdx72f9gQcqBI4UOtrxwUm+lm2waLDMSkkyf660e12G61W69B81+v18OjRI5TL5TCXJUkSgnuuNkSyAcCp5kuC9gggKHf0tZO8XwlJLTnS+RE43ja1szSbuHmQ4pgk9Lq0Mme+rkRY7P2K0/qxin6/n+p3wPMZDAZot9un+kz6tEoWqm3F7NKSCFbi7XOmY1qhZJ9e4wBSdq2qAiUc1Gaz7Mwq6LmN8ebi4mI0GRabY0lokIRQ8p3nYJPV9mabKR41PkwVgXCSoNiytiqP4p/Mgdk6/Cc9j9FohGazmWKQspico85TCQStU1HZqAYj+scqYwscrNTgTpBjktjb28PDhw/x5MkT1Ot15HI5LC4uYjQaod1uo9vtAjhobtrpdHDhwgVsbGxgd3c3DI4qUbblDbFyIODwmGAHQQY+6hgdB5tFIanBsoUs5UFs0FUlgg62nul0TALj8Rjb29t4+vQpNjc30ev1cPXqVdRqtdDUs9vtotlsYnt7G/Pz81hYWMDOzg62trYO2cJJbSgGljdRkkzynsTFSd5vFXucL3XOy2o0HNtuZZkOxySh172VTAPplX6y3q8S45P6sepfKpHIpeQYnFA1dBqoT0siwa76kEXskdyz5Ls3OHWcFazyJzb/cVuMQLDvJXkeIw+y/NlSqRTIe5YcViqVlOLdHlP9aCC9HKRNkLEsQseDmH1yu86dx/mzU0MgaBAR+5G5jUvSaN2n1kDqgDwej1NZ+6wfwtZFD4dDNJtNdDqdkKGsVCqHLohYCQTrzrSeW+s1OYhqZsQ2fRoMBuj1euF1OoFaY+1BimMS6PV6+MUvfoF6vY7xeIyLFy9iNBqhXq+H2kXNEA6HQxQKBVy6dAmtVisEE7QjlgNxsAXSKgS1dz6ONXlpt9tBqk2ZJt9HKPuqmRMyu8ygaPCvvQ1sR1pu11UZ+v0+Op1O6viuDnJMAv1+Hx9//DEajQYqlQqWl5cxHA6xvb19qAs66yQvX76MVquFdrudkmBquUGs4aC1RVvuMx7vK5FarVbIeLLmWu085pDQNrmyktqcHjtG1FmiQAMlkhn9ft/nS8fEof2CSLQzo7m4uIjZ2VnMzc2lyvPK5XKQMmtJnA3MY76nJSdYc93tdrGzsxPskk2EC4VCKCGI+bVq8+rTKvnP4IPjTay7e2xVhk6ng2azmbJNt1HHJGETuEC81JVzp23Yaz+H8Siv+Sw1q8arAML82263g+0xvlWojfMzVHmr5Yjqh+r5KOGudskSY/q3fHwc8T41BIKFZUuAg9oPm8HXH1qzm3pxnHRw4g/b6XRSFwEDjZPA1rjYwT5LNqJkgnWMvIbTcRYgWcCAY2trKzj5GmTrwMe661KpFBwEzTqoPbB2Uq/vWFbGkoo6NhzVxdk6Q/bY+pnWFq0ayMq71GlSZ8vhmAQGgwG2trZCX4NGoxGcBRuA8Nqem5vDwsJCaAalrzFLCsSdeZ3XYkQCSTbaDbfZDONR9h2rD83KZmZJLtU+vS+J4yzA+ZGqPG2C3e/38fnnn2NjYwP9fh+lUgmDwSDYC33YLH8vRh7ozdq1Bu/Mjuoyiif1K2PkeMwuLbmnc6c2HnbbdJwVYolqq2bXfbKu/dj7+fw4u7I+MXuEUa17XLypiTV7bqqCiPm0NnFtbfSk48JUEgi2ZEBZFYKDoa0v4/bTEgfEeDwOmQzgQJqp5QTPCw1EssgD6wBpRsUHW8ekMRwOUa/XQ/ai2+2GUgTLqtIWmc0slUrY3d0N9mzt5zj5pHWMYiCB8FW7OGfZpkovbaDCcUJVGA7HpDAajdBqtTAajbCzsxMyjrYBr5YHFItFLCwsYG1tLdiMzqWUQsaCFN7HGqlZqPPF82D2la+fFEeRB7EghcogzpsOx6QxGo3w+PFj5HI51Gq14JhTrdZqtbC5uYmtrS3MzMyElQmA9JKohUIhFcxkZSaPmid1ntbgyAb8z6Oey7JN69Mquac+rcMxjYjZRKy8lbaoihz6uieZ4+i/Mmk9Go1QKpXQbDbR7Xa/kl9pbTw2Z+qN5OZpbHNqCQQg7YSosqBQKGBvbw+lUinIkek46Z/K7Xy//hlHBSQxOddpEZN/ZjlAytbae5VMOxyTBuWGzJAw6NfSIYJBSL/fP9R93TowminRXgRWTqY3a7+nadQWy3rqe/X8LJlgG0ApwXcSmZfD8XWAJQO64kKsTEBtaDQaBYKPJLk2Gz7KTrJUArxneRDHCrt8JHFa8uC4ICWmQmCJoJYhOcnnmBR6vR5WV1cxPz+P8XgcSu7USe90OhiPx1hcXAylNrx+qbSlHVl7jtk3H1t1EDOaSkLY3icnQWy/48g9a6+2DNDhOAvE1Af6XNV41layfFklEfSzshLZlsijWrdQKITksT3Xk+IoGzyKhO/1eil1kI2nLaaKQLCyaDoEDDBmZ2ext7eHhYUFNJvNsB1Ir5erBIRKrOlAAUhdHDqo7u3toVAooFqtphhhLpuhF0zswgMOL7ejMjJKyVS+ogMqAxJeUK1WK2Q4vUmbY9Jg/aZe65z4WU9Ju9BmSp1OJwyAtOvxeIxyuRyWeSTTSWKCNsbByy5do5kYNoCamdlfg57LOCq0RpufobIvHVC1Jwnfa2XRvLFGjD0e9DV+X4fj6wbnldFoFOoneW3r2tG0JXZMt2odzmftdhvAQc2zEhJKMBC8znntF4tFLC4uhnmuVCqhUCgcWnHlOIdIMz20N9Zq83y0hIh2y7mx1+uh3W6H8UUJQIdjEuC80Wq1sLu7G5RCKivmtUmbWVtbS/mMtvcPcGCrfKygvdpa7WKxiPn5efT7/dRcy+OoUikraWa3WRJdfe4YUaDzpvoGDsdZQuPFLJUd+xrQb1XbsnOKKuy0jF4/V5V+qqzXPiNZpQkW+romv9QGlQDguKN+LccA2qUSe5oAjGEqCASWDegXojSYAQwzJ+12OwQfDEz0R4xlLW128Siw0RovHLLB3KYXw0m+l/5ZNhDhn2y3ab1crKGVwzEpKHFFeyAYDOiAt7d30PTTLhFlpVOaheA2a8sxGZkSh/l8HuVy+UTLONrvFZNxWTtUu+X5WqLPbdNxFuA8acsCGGRY54KNPtm8jO/Z29sL85v2DbAlCpaQU+h+dJCUCFAcp+zT5IGWJ9jxI9bzwAYtDsdZQJNhnU4nrBjEa1Ltq1AohGWRtRyOsmJNXDHwt4mwLNAWa7VaUAd9VWWttTu1x6z5k/MlM6snzXA6HF8HrDJdSQTOn/R7u91uatljNvstFospEp+fwzjxON9QfVpdpYyPT2sXsflRiUprk2qb+twmqY/6DlNDIFDCxTWtNZtH+Ve320W73cbCwgLq9To6nQ6AtMPCL6uyLeKkgyadKWWBY06aPo9B2R51aix5YP9AOkFWTuJwTBpKIIxGo6ASsPtoINJoNLC9vX1oAFVFkdqBlvBo0MLBlHatmRVrk1nyyizQNm3AkTXQ0lZVIs2sqMNxFlACXecsQm2F++/u7mJ3d/fQ6in2xvcTViXEbTZTYssbOG6chmTLcnSOcnp0ztQVjByOs8B4PMbOzk4gAXidEvQti8ViUAepz0k7pFpIs6KnPQ8tXTiqROkkUH9VV1Wgj6oknqputds7bVP9A7dVxyShmXV77akfSD+xWq2GBJeWHBCqNjgpuaegmpdjAdUIp/1OtrSWdpnl01obVT/4JOPE1BAIm5ubWFtbQ6fTCRlFlVmxZqzX66FWq2FxcRGbm5thqSiVjHDQtpJlPR5wuAu7VSswi0NyQmVax30ffob+KbEsijpCesHGyh0cjrMAHR92diW05iufz2NpaQl37tzB3/7t32JzczMqV2bJgjoQtuxIiTsOrFoXqgoE21xVEct8KllhB0zNqhwVtKg07DRsrcPxIqHOCmsn7eu8p+00Gg00m81DQb469WqfquTTjCkVP5q50QCIUGLhKPWenqtmb63MUufPmEJIlXsaoLhdOiaJ0WiE7e3t8FyDDQApG2PHdSXv9Hrn/lZaTZBkt+Qd38fzUR9ZXzsJbL20JdxjdqmPdWlyTYi5gs8xadhyNmtzvV4vFUQPBgOsra1he3sby8vL2NzcTCWvbRyp0PnTnoO1U36Olhhl2Ubs80hqWLvUkik7Z2pCTH0A+9tkYSoIhF6vh5/+9KdoNpuhMWKn0znk6NM5yOVyWFpaCsoElUKp9CQmt9QspmY3AaQICO7LIChWvxn7c5UAYDZEL0iVW1JhYBnbdruNRqNxqMmVHsPhmAQsU0t71KznpUuXsLKygnv37gEAPv74YwBxB4VkoH52jOCjGmE0GmFubg5zc3Mhe6Hv0XoyDebpoDF44mvaxEptT+2Sk4juQ6eHKiiOTxwXPFBxnAUsAUe7KJfLQdl3+fJl3L17F3t7e3j48CEApEoclITQjKV1fLTMqFKpYDAYhOUglTyw5Qx6rlnkAb+DOjNaJqSEu+0ZxPtOp4N2u412u50qjVI5qdunYxIYjUahTxdwQLIDhzu89/v9sDoDgKAOipHTSurRlqrVaiqDqcER58Gs1RsUsTmMY4D6q9pbxJYQ2XmT9tvtdtFoNEI5sp6P26RjkqAfqKUKLLtttVrY29sLPbYYA3KJxatXr6Lf72NrayvYpypiqQLY29tLNRG2tmWT2IxZAaT6+lmflvbIuZBzI8cPjZetAl6buCqR0G630Ww2w+dZ0vEoJcRUEAiDwQAbGxuYmZlBpVIJDWfUWeCXYeBSLpdRrVbRaDQOZS/sj65QVQEbwB3XLdoyOEdBB1MOrvwTYtJLy+ay0YwlRnyQdZwlbA+CfD6P+fl5fPvb38b9+/dRLBaxs7ODJ0+epLKRXwUM5BuNRipIVzUQcJBBPcnnDYfDkAmJZVCURFDbJLury205HNMCzk9s+DQYDFCr1fDgwQO88cYbmJ2dxaeffopqtYp6vX6q7utAOpDg9W8zprxXybSeG3DQXMoem+esgYcq8qw/ECP+ut1ucPQcjrOGBhPsL2L7kszMzKDT6WBnZycQX8fZpg3wh8MhisUiKpUKkiRBo9EIdsieXgqeg9Y8c77OIvOtNNrOm2q7NrvJxol8L7+7w3EWIIFAX3BzczOU9gHAhQsXAimg1/BwOEShUMDCwgJarVaqx5f2KaHNkETgMYF06XvMBlSZlNVo1CbzYjZp/Vkl3a0qSHuSnDbWnAoCYTjcbzTDYF7l//xB9A9QqQf/LP3zlEDI+pN4v7CwgNFoFJbDss3Y9M9S6VXsR6aDpWytZWmVBbLOEAfabreLXq+Xkp84geA4a+jSjdeuXcN3v/tdXL16FZ1OB48ePcLGxgbW1tYCQWflUKcFbZtBga6Gouws7eq4z7J1X1YVpDZqB1zWb1IF4fbomDbQ5kqlEm7fvo33338fy8vLaDab+Oyzz7C1tYVarZbKUp5Uxsy5lcT2aHTQD0WdJJ2DLWmeVX+ttmkzl5Y80B4HSrpTfeB9SRzTAk02aVaSSTDOab1eL6y2BZy8RJZEA+c+DR40kLEEAj9DbU79a6t6sIrZmPKA5HqWMqjZbIbG567Wc5wlRqMRNjc3AwlQr9cDeTA7O4vxeIxOpxMS2TZQ15XEbB8ujRVt2Z72JFLlrEKVeCyTiL2eFU9albudV9VumQwjOaIx80ltcyoIBLIt2lyNsAOblhdohl/31wEqS0bNH7/ZbIbson2/Hl9/eDuAE1lMrMpK9E9XqQkDJS4/lRV8+aDrOCvQnpaWlvD2229jcXERa2tr2NjYwJdffomtra0g2zxJsydbYmTfQ+eF1zwlmqoEmpmZCc4LP1Pfz/vRaJRq5nRU7wNrl2SgrTLIEpVum46zAskDALh//z7ee+895PP50FtodXUVzWYzqsyzZXz6uu1hQGJ/ZmYGpVIJ5XIZ5XI5NS/SZugs6RKMMdA2bf8CW0+tpJ4+1wynnTNt3xaHYxLIkv6ORvvLnQLAxYsX8eDBA/z4xz/G9vb2oWXfsqBZTGZJtbxBm5za9xDcl/aVRe7RNz7Op7VZTlXTct7UuZznHyvVcDi+TgyHQ6yvr4cAmvL/JEkwGAxQr9dT9qtJ3FwuF8rs1eZsjxDappJ5AMK8SQKRc53Or4xFO51Opk1mJbqy5ky1X503VX0QK8U9zi6ngkBgoAAcMLUKXUaK+7LWUUkCDkR2sIwNpJpJoeqBmU2VXmqwwGZusWOQCSZLq3+Y9kPgdrK13IdNIjVIURKBgz2P5XBMCprpL5fLmJ2dxWAwwNOnT9FoNLCxsYH19XW0Wq2w5I0l12L9SGyD05iTozY4NzeHfD6fylCqPdv307ZZCmGdGWVx+ZolCmibrI+z/UwsYenZT8ckoTbGGs2bN29iMBhga2sLW1tbWFtbC80TtRN7VuM12q7uY4n8QqGA+fn5UCvKZVvpoDC7WigUUC6XUxJPBR2mmG1ynmTz5Fj9ZrfbRavVCgRCTHnoNumYNKhGJbRsdjgc4tq1a/iVX/kVXLt2DT/96U9T2cmT+He2FILvYXDDGwk0zZDyufq7Mdvkd1DVD/1ztVnr8/Jxt9vF7u5u6JNiz1UDLycRHJPCaDRCvV4Pvl+r1QpBO8sACS2XpbqPYMLbzsHql+o8ykR5qVQKyiNNiKu6nb5pDLYfiY03aYOcT3Uf7kfipNPpRI9z0nFoaggE/oFZ9V+UjDCQ3tjYCP0PTirD1OMBBwGGdrHNWqIOQGavBAAh0NA/0jKzMTaIDXQop1E5mcNx1lAmlg5Iu93G6uoqKpUKhsNhaPhJeSNLDWLX8fPYKrOem5ubKBQKgcygM0Q22EIzQCQQNACxdmm36dKxvjScYxqhJHOhUMDc3ByazWZQ121ubmJ7ezs4++VyOZBwWbZ4kmu82WwGlYGeh/btiUk0FRqg2HlTMyyxbCcdI5LuNkji57u9Os4CmhTj82KxiCRJcOXKFXzve9/DxYsXsbW1hWq1inw+j16vd8hxP8l8qcqDWq2GWq0WMpwk9WhrVBtwf+2RYPsWkXjX5cTVf9XHtiSXxB5L/rLs0+GYNEajEXZ2dlJqcFUSKGyCi/uz5F1fOwkJNhgMAmFBJZ+WQSj5kKXItWpZtUVrh1ZVa0l5+tH83jYpdhymikAgGWB/ODKks7OzeOmll7C5uYkvvvgiZDkUMSY165h0cqrVasikcKDkH8HPtBJPfoY2l6IURgfbo27ct9PpoNFopDKc7vg4pgU68ff7fezu7iKXy2Fubg65XC6U3KiNUKapsLZ5UjKBx+31emHlB2ZQiBjxxyBpb28vZErs6gv2sQ64JB1olwxm3PFxTANI7tEBKBaL2NraCr19eN1rNkKXQlVoxuSksEtZJcnBSkWqVKhWq5nnr+o8m0HReVidIOsIkUCwJMZR3aMdjkmCS7Pdu3cP7777LorFIr744osQyDDgpxoWyPZlrY3S1nq9Hur1elghSDP7JNuBfaKRpIH2MLGwSTFLslvygP4s7ZLKILssHpAmPh2OSWI0GqHRaKTUckRsWXDaZKFQwO7ubiDorR2eZO5kMox2aRsNMwGX1dRfV/YjOWdt0/q0euP72u12qtzoeYn3qSAQ9EflGu8qn5yZmUG5XMbNmzdx4cIFtNttANklC4osaRb/bLJJ3W43SFL4R+ifeZTMijWc9k+1TS5soxkO0O12O7xPMzgxZ8iDF8ckYR1xOv3tdjsMtrx2GTxwNRUG+iclDdRxsvurHcSk1bFO0wyYVH1g1QXWOSIrm1VWRNuMDboOxyShBAKwH9Dv7u4G0ozXvvYMAYBisYh2u51afoqfFzuG7YcAHGQ9aeMk85VE5FxeKBTCe3QfrZHWkj51fJQssM+5nGqsvlrPn/duo46zAOeqGzdu4MGDB6GJW71ex9bWFgaDQVDB6v58HCMMFCqx5lyln2F9Vy1b0nIlBXtyWXWQzXQqoaDN2ejTaklSzK/Vm8MxCezt7aHT6RwitahuJ8nOazSfz+Pq1asYDodYW1tDs9k81GvLqoZivqwSBlT+8J7zl5ZQ2CB+NBoFQk6T1VnqWX2uPUmoqLU+Lc/xNETCVBAIPFG9B/Z//Gq1iuXlZdy9exe5XA5ra2sYDAYolUqhycRpCATdn1lKBj66jzK3/IO1dpTgoK3OTKw+xdagaIBCNkgHVn623abn53BMAtqHgwRCt9tNZTa4Tz6fx+3btzEYDPDkyRMAcWIghqP2sw4RB3uWFWlgwvterxeCJTozsTpNtVMGZFonxjFCB1MlM6w00+GYBPSao212u11Uq9Ww1CJrHHO5XFDZ1Wo11Ov1Q0FKVkZFlXZWXqn7WJJbmyKrTFRVQVq6l3VTgo+fxR5ItNlYM2Xe+1zpOAuorbDZ6M7OTmj8y6Xj2DdIE2cx+bL9XPt61j52XqI/yX1izQ0tCaA+a5aKj0GMNqazc6ZVHrhtOiYN+rC89jRBRtvc29tDrVbDtWvXcOvWLZRKJXzxxRehlJ4Jq6xeATYJZgm8UqmEWq0WbdSYZRO2pCg2P9q40/bd03nT9huM2epx9jkVBIJCWZgLFy7gzp07WF5ext7eHtbX17Gzs4NWq4VyufzC1ppX2aVtfnFUHScJCDaj0IAkizzQ5k/8M5klUuLAB1bHNILBNQNrVejk83ncunUL3/3ud/H48WN89NFHqQ7RLxqaQWVDKNoO193WDKe9WTJBn9uB1u3RMe3g3EU1HYBATCdJgmKxiA8++ACffvopNjY2ouT0iz4fzUpqUM85UAk8a5sxJ4nBScw2fd50TBsYPFA2vba2hvn5+dCjhOpXXZ74q+K0NmDJA6oP9BabP7X0iL5vq9UK38nnTcc04igiazQaoVAo4ObNm7h16xaWlpawtbWFR48eodFopPzdk6w0Fjv2YDBAo9FAp9MJzRNVpZPVB3A8HqeUB5YksPZoe5IwyW2T1V9l3jz2F0iS5I+SJFlLkuR/y7alJEn+e5Iknzy7v/Bse5IkyX9IkuTnSZL8ryRJ3jvJSVhGld2bFxYWMDc3F2q7eNNO78c1ajoONoNob8dhMBgcUh/ESARbusBmGuoIxZbRcDiyMAnbfPbelOSRGUQGB3t7+91pb968iV/91V/F3Nwcrly5gosXLwaFwEn7HZwGJC2uXLmC69ev44c//CE+++yzVP10LEBRNUJMBqad3d0RcjwPJmWbCjoeXDWE124ul8Ps7Czef/99vPnmm7h7924g4GnLL/r65ny6sLCA1157DQ8fPsTf/M3f4MmTJ0F9QDmm9hs5inzXLIqWFdl5023VcRQmZZu8Npk5ZJ8rBth6bbNHQkx98Dw4TWmAtR3Om7RPXcHoqMSYVRT5vOk4LSZhmyTJ7Epa4/F+n4OVlRV861vfQrVaxaNHj/D48WNsbm6i1+uFBuHHqQWyYFcX0gRyrKxHP1/Lio6aI/Wxli7ouGPVgl8bgQDgjwH8ttn2+wB+MB6PVwD84NlzAPjnAFae3X4PwH98rrPCvhR6NBphe3s7LEHVbrdDHYjWj5AV0qVwYmqCrD/Hyr1iDWiSZ11rk2e11cPhMAQYtrGFyqPp7Ohr7XY7fJ9ut5u6iLUpljaG0u0ulXY8wx/ja7ZNOjRqV7pWPB2f1157Dd/5znewvLyMXq+Hubk5vPzyy4Hk089h4yZVEPCz+Zo2k+KxYrcLFy5gZWUFi4uL+MEPfoA/+7M/w0cffYRGo5EaNG0fhFjGU5f14cBus5tqj5Z4BDyAcQT8MSZgm2o33AakZcmVSgUPHjzAm2++iVwuh0uXLqFarabUO9au6ChxnrV2ahGbU2dmZnD37l1cvXoVn3zyCf7iL/4Cf/mXf4nHjx+j1Wqh2WyGIOUktqkBCudNa3exHkLqLDocmJBPSx9Oiel2u41Go4F2u50KtovFYmqJOMVR5PtxtnhUQAIcNIiz5QfWr7Ukns1+6kpi2lTZZjqPeuxwYEK2qfZAG+U12G638Ytf/AKff/45Njc3sbOzE+I5IL38uPq1WcRfrLxIxwYdI3Q+S5IkZW9K6h1FHNjtmhCzpPtxfu1xCoVjSxjG4/H/SJLkttn8OwC+9+zxnwD4awD/z7Pt/2m8f7T/mSTJYpIkV8fj8ZfHHCN107pJyrvI0nS73fCFyuUyOp1OdBDVOi993f4Q9r32dT0vXiD9fj8QCTa7aaUj/APpBPV6vcBC2+71NiDR53zdZZoOYhK2CaSXVtXgolQqoVwu47XXXsPbb7+NarWaWvmAa1x3u12USqUjG0KNx+NAKnAM4KCugzXfT1usVCrY29vD48ePAQDr6+vY3t4O+5bL5VTmRJvNWMfI1m/agCPLHh0Oi0nYpiUQGOhr0L+0tIQPPvgAr7zySgi4Z2dncenSJTSbzRQxrUQhP5/b7AokMVvW8wL2g5NyuYyNjQ30+32USiU0m00Ui0W8/vrrqeaJdt6MOUm6IoqdB4/rHXSajKzjm41JzZucx/iYKgTaEn3ZUqmE69evY29vL5U5JLJIO37u84C2wM9lP7FYIkxVQrbTO18ngaDEns6XMZXQUcSG458mJmWbsfgK2FeUU21A+2XSFzhQx7MpMdUIhJ0XY/GkfW7nVN2HfmiSJGG+ZBmxXYHBrlqkpIOWLvDzrQqBr52mYf/z9kC4LH/SKoDLzx5fB/BI9nv8bNuhPzRJkt/DPmsU6kD0xxsOh6FTdD6fDwMa979y5UogFI5zZPj4eeSadpDjID8ej1M11jrQajZTgxYlD7g+r1UYxC5qh+MUeOG2qQ4MG7EB+8H7O++8g7t376JUKoVGo8D+QHvjxg2srKzgyy+/TDkgqkSwkk21z0KhcGgwpl2QaJiZmQlS7UKhEJyvTz75BBcvXsTi4mLKGbLLxGnAQkmZOkGxWjF3eBzPiRdum1QeqBNCIu7q1av48MMPcfny5dT8UiwWcePGDayurqLVaoX5V8kHC1svapcztvZAgrHX6wUb5/EfP34c1qunxDKrezS3qW3qmvJuh44XhBdum3p9jsf7pQGsfaY9FItF3Lt3D6+//jr6/T7W19cxGAzs5x5aZQg4sMnTKmvsPMbzImzvg1iizKpu1TZ17rTEgVXrORwnwNcSb/I65NzH2I5kGoCUyo0kez6fR7FYTK1s9LyIJdQ0Yc0+CSQQqCCwia9YTwQS7lT62RiTx/8qSemv3ERxPB6PkyQ59dHH4/EfAvhDACgUCmM7sDA450BLyQcA3LlzB2+//TZarRY2NzejzTBYT6YZS82knOI8DxEIumTNSdeXVwmbrXuxxIEPrI4XgRdhm+VyeazNShkMLC8v48GDB3jllVeCnam9DYdDvPTSS/iN3/iNkJmgs7Kzs4OdnR00m81gB2R59/b2UplUhY4RybMGbRzwS6VSsGsSjjs7O6hUKtH+I/Zml4WLEQg8B4fjq+JF2GapVBrraghaZvfyyy/jww8/xNLSEgaDwSGi4bXXXkO/38cvf/nLVLkDHX4bCBSLxdT7I+eVeszywnq9juXlZRSLxaB+KBaL2N7eTjWQ0kyKXZZKbVObsj5vHarDcRRehG0Wi8WxyppJeDMLmM/nMTs7izfffBP3799HLpfD3NxcUMzZzvCWZI/NTac4z9Rtc3MTq6urWFpaCirZWFO22E3LigaDQcqPjZUXxc7B4TgpXpRt2uuTBAJwoDAHkCK+i8UilpeXMTMzg7W1NQBf3R+MKRLUx+31emFO16UXbemC7X2gZUU6b+o5WyLhefC8BMJTSkWSJLkKYO3Z9i8A3JD9Xn627UhohnM0GoXBlj8WZV75fB43btzABx98gFqthpdeegk/+9nPDv0IWmdtg/+TSEpi5wcgKA/IUKmEq9vtHmKD6ISxaz2b6FBJoQMtyzZ0YgDStdenkZY4/snihdomwQCiXC7j6tWrePvtt3Hx4sVDZJyqfkajEarVKmZnZ1MBDmXSNuggIbe1tYV6vR6kZAzoSdrxmBwUkyQJWdZyuYxLly4BQAg8aJck/6xtdrvd0BGbNq6qIAY5RykS+B3cNh1H4IXbppYL5PN5lMtlvPHGG3j11VdRrVZD4yeLCxcu4Dvf+Q7eeeedsE2vZy2363a72N3dTdmNZjO0zEjXuQaAubk5vPPOO6hWq2i325idnQ3LO5JUJBFoyT3Oq+wXRPlmTB6t2U61Td2mv5fDYfDCfVpt8q3zHxv/vvvuu2GuGo/HuHz58qFeJJwvCV7TWqJ71JKPsefcViwWcevWLXzyySdoNpu4e/cu7ty5g9FoFEqFSBIokaDJs2azGfoN8dzsvKl2mEXI+7zpOAJfy7ypinTaEnDQuwRAqhzwlVdewcrKCv7hH/4BOzs7QSHPEgO1Q41pdW46rmQeOCAbLYHAuJLzpcaZvFe7ZJJO+x5YdZCNNWPkwlF4XgLhTwH8LoB//+z++7L93yZJ8l8AfAhgZ3yCehQFB037pxQKBXzrW9/CysoKKpUKAODKlSuoVCpBnqFsr9ZWq+Nvu24e16BGl6jr9/t4+vQp6vU6isVi6K5r5STaGMN2mc5aQiOW4bR/pg+yjhPghdsmA4RKpYKVlRW89dZbYT1cDm6xQdS+HzhYNlVtlY5WPp/H3Nwcrl+/jnw+H1ZaIWhTdrmbUqmECxcuYHNzE7u7u0FOWSqVUuRBrGmNzbSoc8ZztzdFzIYdjgy8cNvkXFcul1Gr1XD//n3cunULxWLxEHlus5gzMzOo1WoADq+0ws9mI0WuU8/XVZFAu1CnifuRRNza2gokBOdT2pq1SXtP24zN43YePUmSwOGI4IXapiazqKajXd29exdvvfUWFhYWwr6j0Qizs7NYWlpCq9UK223jUrUz9XHtsXWb9Yf5uVeuXMHCwgK2trawsbGBhw8fol6v49atW6GRotZUWwWfnTetb21/i6O2OxxH4IXPm3austvUZ83lcrh16xYePHiAWq2GhYWFsK+9hm1D4qMSbDFwjBgOh2g2m8HfJdmhSTAlDawSgaRfrJzIEvA8/9OSB8AJCIQkSf4z9htYLCdJ8hjAv8P+H/lfkyT5NwB+CeBfPtv9vwH4FwB+DqAN4F+f6Cxw4HDwB9bVFS5duoS33norBBaUZL700ku4ePEinj59Gh1Q9YeyNx7zuD+Ug22hUMC1a9fwySefYDAYYGVlBZcvX051rLUyEmVwtQ47Jo/2AMRxWkzKNqvVKsrlMu7du4f79++H0gK7Xq29hm02RW8MYNTxBxBIufF4fKiEwWYd1XGp1WopVrVQKKR6IjBrog1mdHkqbV7lNun4qpiEbWqwPzs7i3fffRc3btwI1729dmNyy9gyqzp/0oHRDtRWQRRT4bBh3Gg0wuLiYioYWlhYSJ2jNoBS0oBzp2Y+9Ts9r4Tb8U8bk5o3VSEwMzODxcVFvP7667hz5w4qlcqhpNHs7CyuXLmC1dXVTBuOqRIsTlKiy8/Z2NhAr9cDAGxsbIT5uVQqpeZZDVK0R4Imxazix8v9HKfFJONNSyKoaoj2Rb93ZWUF+Xwew+EQS0tLwaaVaLAEBIBDseZxcxXnw0qlgn6/jy+++AILCwthwQAtMbJluZynmUDj67Z0SO+/Kk6yCsO/ynjpn0X2HQP4v5/3ZBiQaEfpO3fu4K233sL8/HxKHpkkCWZnZ3H58mVsbGykurfHBt2s20mChHw+j0uXLuHGjRvY2dnBxx9/jNXVVbz33nu4cOFCqsN7VnaT5EEskxnLbDocx2EStsnsyRtvvIE333wzDJB0cCLHSb3X3nQJSL3mY8vg8PMZeNC2tZSBUrLLly+jWCyG7ChLnlRyzcc2SFH1UCyT4kSC47SY1LxJgv3b3/42Ll26lJJUHpWJ1/lPs5rq8GjvEyUNGKAo6UDJJz+Pzkuz2cT8/HyY03W5OpVO0tGJZVQYoCjx7vboeF5MwjbVjvL5PG7fvo23334bi4uLKQIdOAj48/k8XnnlFezu7mJ1dTU0JbS2GlviWBHzgRXD4TD0CWJHeap+O50O1tfXcfHiRQDppSgpndbmiUq683tYKbTDcVJMat7MIhB4Y5nRysoKrly5EmJOAFheXsb8/HyI51R98Oy8UiSajgXH2cPe3h7K5TJu3ryJq1ev4s///M9x+/ZtvPbaayiXyynlQUy9Z33aWMnQiyT3vnITxRcJDqilUgmzs7NYWVnByspKkEtyoFKlwauvvoqdnR2sr69jb28v/LiUX3Jg44Vh/2R9zMwltxH5fB6VSgX1ej0MuvV6HYVCAa+++iqSJAk1YHYZKruWtXb1jDVRBHBomw/CjrNCPp/H+++/j1dffTU1EDK4t46CJQF0kNbs5VGsbRZswMEMzcbGBl5++eUw8JfL5WgGhe9T5YE2WLT11LFyBs+uOKYFSZLg+vXreP/993H58uVUo6QkSQ51ibarKyiJZwk8EnYxR0vvCbUL2s9wOMTq6iquXbuGJElQLBZRrVaRy+VSDo42JbYZTtugWGuqNeup/YHsmBSTTTscXyfoa9ZqNdy+fRvvvvtuSnWgRBzVOePxGMvLy/jwww9Rr9eD/8jrm9nFRqMRmg/T19W5MaZA0GCGttPr9TA/P49SqYRisYilpSXMz8+HORI48LnZK4g2qI9j/YH0XKwfq+fi86jjLMDrjkp3ltXlcjkUCgXcunUL9+/fDyV+eu3m83ncunUrLIPMeVL34/XNOVZLdznPMpa19jE7O4tKpYLNzU1sbGzg8ePHaDabuHfvXrRhv/Y+sL0R1DZ17gSQss0Y4XcSwmNqCITBYBCyE1evXsV7772HpaWlqERanZerV6/iu9/9LtbX18Oal5RwsPkTJdF2EAMOy71s1pEXVr/fx+7ubmBux+Mxtre3sbm5iWq1mmJiY7WclizQAZ/wwdQxbajVanj11VdTcq2YQ5517VppNO33JEogG6SozeigzK65WrOtA3cWW2sf26AkxiK70+OYFlSrVfzar/0aqtVqdB7jPW3O7mObs1nEiIPYa3y/zm8aHGnJk3Wo1D7ttphdAgdztiXenWx3TAuSJEG1WsU777yD119/PWVHsetVr9vZ2VlUq9XU56nCVgOQ8Xh8SLFjFQgMcCjNrlQqKJVKWFxcxOXLl0NzbyoR2D9FbdKuWqQEO88llgyz39PhOGvE4kiS6/Pz83jrrbfw0ksvoVAoHPL1aHuvvfYaLl68iJ2dHXQ6nXDb3d1NLTPMJsalUim1oiD9Udq12s7MzEwgCtgr6NGjR2GVFu1DwrnSrmSkY0BM4X5Se7TzvsXUEAjFYhGVSgWvvPIK3nzzTSwsLIQfU5s/AOkvlSQJFhcXw/7qJNlVErSrNHsXrK+vp+or7QBYLBaRJPvdMIvFYrgtLy9jdnY2JYvWP5PZFP1DNbvpMkzHeUAul8NgMAiDaVZQDxwfXKtdMeDXQOSk9hCTS6oCgpOBOlWqRrDknrXLrADF4ZgmsHEilQYxsk5vVh10lFMRUwgpYttiJIIeVwMfJQtiQYol92wCwAYuDsc0oVAo4Nd//ddx48Z+k/gsxU5WIiuW/VMFn86dDIZIEBQKhehYwMdMrj169Ai9Xi+o9QqFQvBvVXmgpJ7Ko0n82TnS503HNCNWVlsqlXDnzh3cvHkTy8vLYY6y/YF4zReLRVy7dg3Xr18/pH5jKRAJhUajEe5brVaYB0ms67xJ9Xqr1Qp9vSqVCqrVanivEoVZdhkjEWxi7EVgagiEQqGAN954A/fv30epVErVfgFpiWRMJs37QqEQ9i0UCiiXywAOluMg7ADObbbpRKlUQi6XQ6VSwczMDLa3t4NaAkCoHdN6kxihYBlad3oc5wHj8Thc43yetZ+1pxjZQPtVx+c0/Uj4OdoPwQ6KtK0YMWBvSu7xPbHPcjimDbz+maWwqyxkBd3A4QDFZmS0V0ksmIkpEjh/6rnRvrSGNGaLaof2uc6XMfWTwzFtmJ2dxcsvvwwAUZ/1KNu00PnSkvj6mJ/BZcLt8Xjf7XbRaDTw9OlTLC4uBuUelQn8DLVTDUpipbdWqecJMsc0Q/3OxcVFvPPOO7hy5cqhJHUsRtzb2wuxJP1GVdcVCgXMzc2lmoBrjKpltLo0MY+dy+VQLpfDMcrlclAF2YS07eul8SbPV8+deFH2mUyDkSdJ0gDw07M+j6+IZQAbEzzerfF4/NIEj+f4J4hvgG1O2i4Bt03HBOC2+Vxw23R87XDbfC64bTq+drhtPheitjktCoSfjsfjb5/1SXwVJEnyo/P+HRyOCM61bbpdOr7BcNt0OKYTbpsOx3TCbfMFIXsxWYfD4XA4HA6Hw+FwOByOZ3ACweFwOBwOh8PhcDgcDsexmBYC4Q/P+gReAL4J38HhsDjv1/V5P3+HIwvn/do+7+fvcGThvF/b5/38HY4snPdre2rOfyqaKDocDofD4XA4HA6Hw+GYbkyLAsHhcDgcDofD4XA4HA7HFMMJBIfD4XA4HA6Hw+FwOBzH4swJhCRJfjtJkp8mSfLzJEl+/6zPJ4YkSf4oSZK1JEn+t2xbSpLkvydJ8smz+wvPtidJkvyHZ9/nfyVJ8t7ZnbnD8fxw23Q4phNumw7HdMJt0+GYPpwHuwTOl22eKYGQJEkOwP8L4J8DuA/gXyVJcv8szykDfwzgt8223wfwg/F4vALgB8+eA/vfZeXZ7fcA/McJnaPD8cLgtulwTCfcNh2O6YTbpsMxfThHdgmcI9s8awXCrwD4+Xg8/sV4PO4D+C8AfueMz+kQxuPx/wCwZTb/DoA/efb4TwD8H7L9P4338T8BLCZJcnUiJ+pwvDi4bToc0wm3TYdjOuG26XBMH86FXQLnyzbPmkC4DuCRPH/8bNt5wOXxePzls8erAC4/e3yev5PDQZzn69ht0/FNxnm+jt02Hd9knOfr2G3T8U3Feb+Gp9I2z5pA+EZgvL8Wpq+H6XBMGdw2HY7phNumwzGdcNt0OKYT02SbZ00gfAHghjx/+dm284CnlIo8u197tv08fyeHgzjP17HbpuObjPN8HbttOr7JOM/Xsdum45uK834NT6VtnjWB8HcAVpIkuZMkSRHA/wngT8/4nE6KPwXwu88e/y6A78v2/+tZd8zvANgR6YnDcV7gtulwTCfcNh2O6YTbpsMxfTjPdglMqW3mJ3WgGMbj8TBJkn8L4P8DkAPwR+Px+CdneU4xJEnynwF8D8BykiSPAfw7AP8ewH9NkuTfAPglgH/5bPf/BuBfAPg5gDaAfz3xE3Y4viLcNh2O6YTbpsMxnXDbdDimD+fFLoHzZZvJfjmFw+FwOBwOh8PhcDgcDkc2zrqEweFwOBwOh8PhcDgcDsc5gBMIDofD4XA4HA6Hw+FwOI6FEwgOh8PhcDgcDofD4XA4joUTCA6Hw+FwOBwOh8PhcDiOhRMIDofD4XA4HA6Hw+FwOI6FEwgOh8PhcDgcDofD4XA4joUTCA6Hw+FwOBwOh8PhcDiOxf8PQaB5tfZqPSkAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 1440x720 with 40 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"\"\"\"\n",
"Preview grayscale images\n",
"\"\"\"\n",
"image_dataset.preview(\n",
" samples_per_class=10, \n",
" rows_per_class=2, \n",
" figsize=(20, 10), \n",
" cmap='gray'\n",
")"
]
},
{
"cell_type": "markdown",
"id": "32a5f281",
"metadata": {},
"source": [
"Now it's time to actually convert the images to feature vectors.\n",
"\n",
"There exist many feature extractor for images: in this project we will make use of [Histogram. of Oriented Gradients](https://en.wikipedia.org/wiki/Histogram_of_oriented_gradients).\n",
"\n",
"It is lightweight and pretty fast, so it's a good fit for embedded environments like the Esp32-cam.\n",
"\n",
"To speed the processing up, we will rescale our source image to a lower resolution (40 x 30).\n",
"\n",
"If you later find your classifier achieves low accuracy, you may want to tweak this resolution and see how it impacts both accuracy and execution time."
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "eac31b84",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"HOG: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1978/1978 [00:03<00:00, 593.51it/s]\n"
]
},
{
"data": {
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"<style scoped>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>hog0</th>\n",
" <th>hog1</th>\n",
" <th>hog2</th>\n",
" <th>hog3</th>\n",
" <th>hog4</th>\n",
" <th>hog5</th>\n",
" <th>hog6</th>\n",
" <th>hog7</th>\n",
" <th>hog8</th>\n",
" <th>hog9</th>\n",
" <th>...</th>\n",
" <th>hog126</th>\n",
" <th>hog127</th>\n",
" <th>hog128</th>\n",
" <th>hog129</th>\n",
" <th>hog130</th>\n",
" <th>hog131</th>\n",
" <th>hog132</th>\n",
" <th>hog133</th>\n",
" <th>hog134</th>\n",
" <th>target</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>count</th>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>...</td>\n",
" <td>1978.0</td>\n",
" <td>1978.0</td>\n",
" <td>1978.0</td>\n",
" <td>1978.0</td>\n",
" <td>1978.0</td>\n",
" <td>1978.0</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" <td>1978.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>mean</th>\n",
" <td>0.000961</td>\n",
" <td>0.004506</td>\n",
" <td>0.052086</td>\n",
" <td>0.041644</td>\n",
" <td>0.031181</td>\n",
" <td>0.020685</td>\n",
" <td>0.016865</td>\n",
" <td>0.109291</td>\n",
" <td>0.118905</td>\n",
" <td>0.004492</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.000036</td>\n",
" <td>0.647984</td>\n",
" <td>0.138959</td>\n",
" <td>1.498483</td>\n",
" </tr>\n",
" <tr>\n",
" <th>std</th>\n",
" <td>0.003348</td>\n",
" <td>0.007184</td>\n",
" <td>0.031365</td>\n",
" <td>0.025717</td>\n",
" <td>0.028305</td>\n",
" <td>0.037702</td>\n",
" <td>0.028823</td>\n",
" <td>0.058904</td>\n",
" <td>0.037382</td>\n",
" <td>0.018272</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.000612</td>\n",
" <td>0.187835</td>\n",
" <td>0.052473</td>\n",
" <td>1.116958</td>\n",
" </tr>\n",
" <tr>\n",
" <th>min</th>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.013274</td>\n",
" <td>0.023559</td>\n",
" <td>0.000000</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.000000</td>\n",
" <td>0.280464</td>\n",
" <td>0.023285</td>\n",
" <td>0.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25%</th>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.027400</td>\n",
" <td>0.022143</td>\n",
" <td>0.014863</td>\n",
" <td>0.006805</td>\n",
" <td>0.003621</td>\n",
" <td>0.077048</td>\n",
" <td>0.092610</td>\n",
" <td>0.000000</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.000000</td>\n",
" <td>0.471291</td>\n",
" <td>0.108158</td>\n",
" <td>1.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50%</th>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.052826</td>\n",
" <td>0.038823</td>\n",
" <td>0.025297</td>\n",
" <td>0.013129</td>\n",
" <td>0.008883</td>\n",
" <td>0.100355</td>\n",
" <td>0.119885</td>\n",
" <td>0.000000</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.000000</td>\n",
" <td>0.722219</td>\n",
" <td>0.140522</td>\n",
" <td>1.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75%</th>\n",
" <td>0.000000</td>\n",
" <td>0.007689</td>\n",
" <td>0.076274</td>\n",
" <td>0.058344</td>\n",
" <td>0.037194</td>\n",
" <td>0.021973</td>\n",
" <td>0.016421</td>\n",
" <td>0.122752</td>\n",
" <td>0.143970</td>\n",
" <td>0.000000</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.000000</td>\n",
" <td>0.774513</td>\n",
" <td>0.167540</td>\n",
" <td>2.000000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>max</th>\n",
" <td>0.034322</td>\n",
" <td>0.038407</td>\n",
" <td>0.141044</td>\n",
" <td>0.157112</td>\n",
" <td>0.277901</td>\n",
" <td>0.395260</td>\n",
" <td>0.199861</td>\n",
" <td>0.426787</td>\n",
" <td>0.271960</td>\n",
" <td>0.155243</td>\n",
" <td>...</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>0.015333</td>\n",
" <td>1.000000</td>\n",
" <td>0.436249</td>\n",
" <td>3.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>8 rows × 136 columns</p>\n",
"</div>"
],
"text/plain": [
" hog0 hog1 hog2 hog3 hog4 \\\n",
"count 1978.000000 1978.000000 1978.000000 1978.000000 1978.000000 \n",
"mean 0.000961 0.004506 0.052086 0.041644 0.031181 \n",
"std 0.003348 0.007184 0.031365 0.025717 0.028305 \n",
"min 0.000000 0.000000 0.000000 0.000000 0.000000 \n",
"25% 0.000000 0.000000 0.027400 0.022143 0.014863 \n",
"50% 0.000000 0.000000 0.052826 0.038823 0.025297 \n",
"75% 0.000000 0.007689 0.076274 0.058344 0.037194 \n",
"max 0.034322 0.038407 0.141044 0.157112 0.277901 \n",
"\n",
" hog5 hog6 hog7 hog8 hog9 ... \\\n",
"count 1978.000000 1978.000000 1978.000000 1978.000000 1978.000000 ... \n",
"mean 0.020685 0.016865 0.109291 0.118905 0.004492 ... \n",
"std 0.037702 0.028823 0.058904 0.037382 0.018272 ... \n",
"min 0.000000 0.000000 0.013274 0.023559 0.000000 ... \n",
"25% 0.006805 0.003621 0.077048 0.092610 0.000000 ... \n",
"50% 0.013129 0.008883 0.100355 0.119885 0.000000 ... \n",
"75% 0.021973 0.016421 0.122752 0.143970 0.000000 ... \n",
"max 0.395260 0.199861 0.426787 0.271960 0.155243 ... \n",
"\n",
" hog126 hog127 hog128 hog129 hog130 hog131 hog132 \\\n",
"count 1978.0 1978.0 1978.0 1978.0 1978.0 1978.0 1978.000000 \n",
"mean 0.0 0.0 0.0 0.0 0.0 0.0 0.000036 \n",
"std 0.0 0.0 0.0 0.0 0.0 0.0 0.000612 \n",
"min 0.0 0.0 0.0 0.0 0.0 0.0 0.000000 \n",
"25% 0.0 0.0 0.0 0.0 0.0 0.0 0.000000 \n",
"50% 0.0 0.0 0.0 0.0 0.0 0.0 0.000000 \n",
"75% 0.0 0.0 0.0 0.0 0.0 0.0 0.000000 \n",
"max 0.0 0.0 0.0 0.0 0.0 0.0 0.015333 \n",
"\n",
" hog133 hog134 target \n",
"count 1978.000000 1978.000000 1978.000000 \n",
"mean 0.647984 0.138959 1.498483 \n",
"std 0.187835 0.052473 1.116958 \n",
"min 0.280464 0.023285 0.000000 \n",
"25% 0.471291 0.108158 1.000000 \n",
"50% 0.722219 0.140522 1.000000 \n",
"75% 0.774513 0.167540 2.000000 \n",
"max 1.000000 0.436249 3.000000 \n",
"\n",
"[8 rows x 136 columns]"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\"\"\"\n",
"Create an object detection pipeline with HOG feature extractor\n",
"\"\"\"\n",
"from everywhereml.preprocessing.image.object_detection import HogPipeline\n",
"from everywhereml.preprocessing.image.transform import Resize\n",
"\n",
"pipeline = HogPipeline(\n",
" transforms=[\n",
" Resize(width=40, height=30)\n",
" ]\n",
")\n",
"\n",
"# Convert images to feature vectors\n",
"feature_dataset = pipeline.fit_transform(image_dataset)\n",
"feature_dataset.describe()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "c3fc5a19",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ImagePipeline: HogPipeline\n",
"---------\n",
" - Resize(from=((160, 120)), to=(40, 30), pixformat=gray)\n",
" > HOG(block_size=8, bins=9, cell_size=3)\n"
]
}
],
"source": [
"\"\"\"\n",
"Print pipeline description\n",
"\"\"\"\n",
"print(pipeline)"
]
},
{
"cell_type": "markdown",
"id": "9b7537ff",
"metadata": {},
"source": [
"The output of the above code is a dataset made of feature vectors, instead of images. These feature vectors are now suitable for Machine Learning models.\n",
"\n",
"To get a *visual* idea of how informative the extracted features are, we can plot a *pairplot* of them.\n",
"\n",
"A [pairplot](https://seaborn.pydata.org/generated/seaborn.pairplot.html) compares each feature against the others in a grid format. By highlighting each class with a different color, you can quickly get if the features are able to \"isolate\" a class (if you can do this by eye, a Machine Learning classifier will be able too!)."
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "13b73980",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/simone/PycharmProjects/ebooks/Getting started with TinyML on Arduino/venv/lib/python3.8/site-packages/sklearn/feature_selection/_univariate_selection.py:112: UserWarning: Features [ 27 28 30 36 37 38 39 40 81 82 83 84 85 86 87 126 127 128\n",
" 129 130 131 132] are constant.\n",
" warnings.warn(\"Features %s are constant.\" % constant_features_idx, UserWarning)\n",
"/Users/simone/PycharmProjects/ebooks/Getting started with TinyML on Arduino/venv/lib/python3.8/site-packages/sklearn/feature_selection/_univariate_selection.py:113: RuntimeWarning: invalid value encountered in true_divide\n",
" f = msb / msw\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1518.75x1440 with 72 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"\"\"\"\n",
"Plot pairplot of features.\n",
"Feel free to open the image in a new window to see it at full scale.\n",
"In the next line:\n",
" - n is the number of points to plot (the greater the value, the longer it takes)\n",
" - k is the number of features (values greater than 10 become messy)\n",
"\"\"\"\n",
"feature_dataset.plot.features_pairplot(n=200, k=8)"
]
},
{
"cell_type": "markdown",
"id": "7d876a8b",
"metadata": {},
"source": [
"In this case, we can clearly see that while the *wio* class (red) and *empty* class (blue) are well clustered, the *pi* (orange) and *portenta* (green) are always mixed to some degree.\n",
"\n",
"This tells us that the classifier will mis-label them sometimes.\n",
"\n",
"Another kind of visualization is UMAP.\n",
"\n",
"[UMAP (Uniform Manifold Approximation and Projection)](https://umap-learn.readthedocs.io/en/latest/) is a dimensionality reduction algorithm.\n",
"\n",
"It takes a feature vector of length N and \"compresses\" it to, in our case, length 2, while trying to preserve the topology structure of the original vector.\n",
"\n",
"By collapsing the feature vectors to (x, y) pairs, we can plot them on a scatter plot."
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "713c6d7b",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"OMP: Info #270: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"\"\"\"\n",
"Plot UMAP of features\n",
"If features are discriminative, we should see well defined clusters of points\n",
"\"\"\"\n",
"feature_dataset.plot.umap()"
]
},
{
"cell_type": "markdown",
"id": "017bb7b6",
"metadata": {},
"source": [
"If we see well defined cluster of points (as in the above image), it means that our features do a great job at describing each class.\n",
"\n",
"<x-alerts.info>If you feel like the pairplot and the UMAP \"disagree\", it is true only to some extent. UMAP applies heavy lifting to data to preserve the cluster isolation; most Machine Learning models won't do so. You should give more importance to the pairplot in the context of TinyML</x-alerts.info>"
]
},
{
"cell_type": "markdown",
"id": "c4c9ea72",
"metadata": {},
"source": [
"## Step 4 of 5: Train a Machine Learning classifier\n",
"\n",
"From the above graphics we can say that our features are pretty good at characterizing our data, so it is time to train a classifier.\n",
"\n",
"There are many available, but one of the most effective is [Random Forest](https://en.wikipedia.org/wiki/Random_forest). You can tweak its configuration as you prefer, but the values below should work fine in most cases."
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "500dde6f",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Score on test set: 1.00\n"
]
},
{
"data": {
"text/plain": [
"RandomForestClassifier(base_estimator=DecisionTreeClassifier(), bootstrap=True, ccp_alpha=0.0, class_name=RandomForestClassifier, class_weight=None, criterion=gini, estimator_params=('criterion', 'max_depth', 'min_samples_split', 'min_samples_leaf', 'min_weight_fraction_leaf', 'max_features', 'max_leaf_nodes', 'min_impurity_decrease', 'random_state', 'ccp_alpha'), max_depth=40, max_features=auto, max_leaf_nodes=None, max_samples=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=10, n_jobs=None, num_outputs=4, oob_score=False, package_name=everywhereml.sklearn.ensemble, random_state=None, template_folder=everywhereml/sklearn/ensemble, verbose=0, warm_start=False)"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\"\"\"\n",
"Create and fit RandomForest classifier\n",
"\"\"\"\n",
"from everywhereml.sklearn.ensemble import RandomForestClassifier\n",
"\n",
"clf = RandomForestClassifier(n_estimators=10, max_depth=40)\n",
"\n",
"# fit on train split and get accuracy on the test split\n",
"train, test = feature_dataset.split(test_size=0.3)\n",
"clf.fit(train)\n",
"\n",
"print('Score on test set: %.2f' % clf.score(test))\n",
"\n",
"# now fit on the whole dataset\n",
"clf.fit(feature_dataset)"
]
},
{
"cell_type": "markdown",
"id": "64446bf5",
"metadata": {},
"source": [
"Depending on your dataset, you can expect your accuracy to range from 0.7 to 1.\n",
"\n",
"If it is lower (or too low for your use case), you can:\n",
"\n",
" 1. improve your dataset (collect more images, fix your setup)\n",
" 2. tweak the `resize` parameter of the HogPipeline to an higher resolution\n",
" 3. tweak the `RandomForestClassifier` parameters ([see documentation](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html))\n",
" \n",
"If you're satisfied, it's time to port the whole system to your Esp32-cam."
]
},
{
"cell_type": "markdown",
"id": "6d1ec4bb",
"metadata": {},
"source": [
"## Step 5 of 5: Port to Esp32\n",
"\n",
"Last step is to convert the `HogPipeline` and `RandomForestClassifier` to C++ code that can run on your Esp32-cam.\n",
"\n",
"This process is very straightforward, since you only need a line of code.\n",
"\n",
"Create a new project in the Arduino IDE to hold all the following files."
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "22b5edba",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"#ifndef UUID5853197456\n",
"#define UUID5853197456\n",
"\n",
"\n",
" #ifndef UUID5853199664\n",
"#define UUID5853199664\n",
"\n",
"/**\n",
" * HOG(block_size=8, bins=9, cell_size=3)\n",
" */\n",
"class HOG {\n",
" public:\n",
"\n",
" /**\n",
" * Transform input image\n",
" */\n",
" template<typename T, typename U>\n",
" bool transform(T *input, U *output) {\n",
" \n",
" uint16_t f = 0;\n",
" uint16_t block = 0;\n",
" float hog[135] = {0};\n",
"\n",
" // compute gradients\n",
" for (uint16_t blockY = 0; blockY < 3; blockY++) {\n",
" const uint16_t blockOffsetY = blockY * 320;\n",
"\n",
" for (uint16_t blockX = 0; blockX < 5; blockX++) {\n",
" const uint16_t blockOffsetX = blockX * 8;\n",
" float hist[9] = {0};\n",
"\n",
" for (uint16_t _y = 1; _y < 7; _y += 1) {\n",
" const uint16_t rowOffset = blockOffsetY + _y * 40 + blockOffsetX;\n",
" const uint16_t rowOffsetBefore = rowOffset - 40;\n",
" const uint16_t rowOffsetAfter = rowOffset + 40;\n",
"\n",
" for (uint16_t _x = 1; _x < 7; _x += 1) {\n",
" const uint16_t offset = rowOffset + _x;\n",
" const uint16_t offsetBefore = rowOffsetBefore + _x;\n",
" const uint16_t offsetAfter = rowOffsetAfter + _x;\n",
" const float gy = input[offsetAfter] - input[offsetBefore];\n",
" const float gx = input[offset + 1] - input[offset - 1];\n",
" const float g = sqrt(gy * gy + gx * gx);\n",
" uint8_t angle = abs(this->arctan(gy, gx) * 180 / 3.141592653589793f / 20);\n",
"\n",
" if (angle >= 8) angle = 8;\n",
" hist[angle] += g;\n",
" }\n",
" }\n",
"\n",
" for (uint16_t i = 0; i < 9; i++)\n",
" hog[f++] = hist[i];\n",
"\n",
" block += 1;\n",
"\n",
" // end of cell, normalize\n",
" if ((block % 3) == 0) {\n",
" const uint16_t offset = (block - 3) * 9;\n",
" float maxGradient = 0.0001;\n",
"\n",
" for (uint16_t i = 0; i < 27; i++) {\n",
" const float h = hog[offset + i];\n",
"\n",
" if (h > maxGradient)\n",
" maxGradient = h;\n",
" }\n",
"\n",
" for (uint16_t i = 0; i < 27; i++) {\n",
" hog[offset + i] /= maxGradient;\n",
" }\n",
"\n",
" maxGradient = 0.0001;\n",
" }\n",
" }\n",
" }\n",
"\n",
"\n",
" // copy over\n",
" for (uint16_t i = 0; i < 135; i++)\n",
" output[i] = hog[i];\n",
"\n",
"\n",
" return true;\n",
" }\n",
"\n",
" protected:\n",
" \n",
"\n",
" /**\n",
" * optional atan2 approximation for faster calculation\n",
" */\n",
" float arctan(float y, float x) {\n",
" \n",
" float r = 0;\n",
"\n",
" if (abs(y) < 0.00000001)\n",
" return 0;\n",
" else if (abs(x) < 0.00000001)\n",
" return 3.14159274 * (y > 0 ? 1 : -1);\n",
" else {\n",
" float a = min(abs(x), abs(y)) / max(abs(x), abs(y));\n",
" float s = a * a;\n",
" r = ((-0.0464964749 * s + 0.15931422) * s - 0.327622764) * s * a + a;\n",
"\n",
" if (abs(y) > abs(x))\n",
" r = 1.57079637 - r;\n",
" }\n",
"\n",
" if (x < 0)\n",
" r = 3.14159274 - r;\n",
" if (y < 0)\n",
" r = -r;\n",
"\n",
" return r;\n",
" \n",
" }\n",
"\n",
"\n",
"};\n",
"\n",
"\n",
"\n",
"#endif\n",
"\n",
"\n",
"/**\n",
" * ImagePipeline: HogPipeline\n",
" * ---------\n",
" * - Resize(from=((160, 120)), to=(40, 30), pixformat=gray)\n",
" * > HOG(block_size=8, bins=9, cell_size=3)\n",
" */\n",
"class HogPipeline {\n",
" public:\n",
" static const size_t NUM_INPUTS = 1200;\n",
" static const size_t NUM_OUTPUTS = 135;\n",
" static const size_t WORKING_SIZE = 135;\n",
" float features[135];\n",
"\n",
" /**\n",
" * Extract features from input image\n",
" */\n",
" template<typename T>\n",
" bool transform(T *input) {\n",
" time_t start = micros();\n",
" ok = true;\n",
"\n",
" preprocess(input);\n",
"\n",
" \n",
" \n",
" ok = ok && hog.transform(input, features);\n",
" \n",
" \n",
"\n",
" latency = micros() - start;\n",
"\n",
" return ok;\n",
" }\n",
"\n",
" /**\n",
" * Debug output feature vector\n",
" */\n",
" template<typename PrinterInterface>\n",
" void debugTo(PrinterInterface &printer, uint8_t precision=5) {\n",
" printer.print(features[0], precision);\n",
"\n",
" for (uint16_t i = 1; i < 135; i++) {\n",
" printer.print(\", \");\n",
" printer.print(features[i], precision);\n",
" }\n",
"\n",
" printer.print('\\n');\n",
" }\n",
"\n",
" /**\n",
" * Get latency in micros\n",
" */\n",
"uint32_t latencyInMicros() {\n",
" return latency;\n",
"}\n",
"\n",
"/**\n",
" * Get latency in millis\n",
" */\n",
"uint16_t latencyInMillis() {\n",
" return latency / 1000;\n",
"}\n",
"\n",
" protected:\n",
" bool ok;\n",
" time_t latency;\n",
" \n",
" HOG hog;\n",
" \n",
"\n",
" template<typename T>\n",
" void preprocess(T *input) {\n",
" \n",
" \n",
" // grayscale rescaling\n",
" const float dy = 4.0f;\n",
" const float dx = 4.0f;\n",
"\n",
" for (uint16_t y = 0; y < 30; y++) {\n",
" const size_t sourceOffset = round(y * dy) * 160;\n",
" const size_t destOffset = y * 40;\n",
"\n",
" for (uint16_t x = 0; x < 40; x++)\n",
" input[destOffset + x] = input[sourceOffset + ((uint16_t) (x * dx))];\n",
" }\n",
"\n",
" \n",
" }\n",
"};\n",
"\n",
"\n",
"static HogPipeline hog;\n",
"\n",
"\n",
"#endif\n"
]
}
],
"source": [
"\"\"\"\n",
"Export pipeline to C++\n",
"Replace the path to your actual sketch path\n",
"\"\"\"\n",
"print(pipeline.to_arduino_file(\n",
" filename='path-to-sketch/HogPipeline.h',\n",
" instance_name='hog'\n",
"))"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "993ecf96",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"#ifndef UUID5828661360\n",
"#define UUID5828661360\n",
"\n",
"/**\n",
" * RandomForestClassifier(base_estimator=DecisionTreeClassifier(), bootstrap=True, ccp_alpha=0.0, class_name=RandomForestClassifier, class_weight=None, criterion=gini, estimator_params=('criterion', 'max_depth', 'min_samples_split', 'min_samples_leaf', 'min_weight_fraction_leaf', 'max_features', 'max_leaf_nodes', 'min_impurity_decrease', 'random_state', 'ccp_alpha'), max_depth=40, max_features=auto, max_leaf_nodes=None, max_samples=None, min_impurity_decrease=0.0, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=10, n_jobs=None, num_outputs=4, oob_score=False, package_name=everywhereml.sklearn.ensemble, random_state=None, template_folder=everywhereml/sklearn/ensemble, verbose=0, warm_start=False)\n",
" */\n",
"class RandomForestClassifier {\n",
" public:\n",
"\n",
" /**\n",
" * Predict class from features\n",
" */\n",
" int predict(float *x) {\n",
" int predictedValue = 0;\n",
" size_t startedAt = micros();\n",
"\n",
" \n",
" uint16_t votes[4] = { 0 };\n",
" uint8_t classIdx = 0;\n",
" float classScore = 0;\n",
"\n",
" \n",
" tree0(x, &classIdx, &classScore);\n",
" votes[classIdx] += classScore;\n",
" \n",
" tree1(x, &classIdx, &classScore);\n",
" votes[classIdx] += classScore;\n",
" \n",
" tree2(x, &classIdx, &classScore);\n",
" votes[classIdx] += classScore;\n",
" \n",
" tree3(x, &classIdx, &classScore);\n",
" votes[classIdx] += classScore;\n",
" \n",
" tree4(x, &classIdx, &classScore);\n",
" votes[classIdx] += classScore;\n",
" \n",
" tree5(x, &classIdx, &classScore);\n",
" votes[classIdx] += classScore;\n",
" \n",
" tree6(x, &classIdx, &classScore);\n",
" votes[classIdx] += classScore;\n",
" \n",
" tree7(x, &classIdx, &classScore);\n",
" votes[classIdx] += classScore;\n",
" \n",
" tree8(x, &classIdx, &classScore);\n",
" votes[classIdx] += classScore;\n",
" \n",
" tree9(x, &classIdx, &classScore);\n",
" votes[classIdx] += classScore;\n",
" \n",
"\n",
" // return argmax of votes\n",
"uint8_t maxClassIdx = 0;\n",
"float maxVote = votes[0];\n",
"\n",
"for (uint8_t i = 1; i < 4; i++) {\n",
" if (votes[i] > maxVote) {\n",
" maxClassIdx = i;\n",
" maxVote = votes[i];\n",
" }\n",
"}\n",
"\n",
"predictedValue = maxClassIdx;\n",
"\n",
"\n",
" latency = micros() - startedAt;\n",
"\n",
" return (lastPrediction = predictedValue);\n",
" }\n",
"\n",
"\n",
" \n",
"\n",
"/**\n",
" * Predict class label\n",
" */\n",
"String predictLabel(float *x) {\n",
" return getLabelOf(predict(x));\n",
"}\n",
"\n",
"/**\n",
" * Get label of last prediction\n",
" */\n",
"String getLabel() {\n",
" return getLabelOf(lastPrediction);\n",
"}\n",
"\n",
"/**\n",
" * Get label of given class\n",
" */\n",
"String getLabelOf(int8_t idx) {\n",
" switch (idx) {\n",
" case -1:\n",
" return \"ERROR\";\n",
" \n",
" case 0:\n",
" return \"empty\";\n",
" \n",
" case 1:\n",
" return \"pi\";\n",
" \n",
" case 2:\n",
" return \"portenta\";\n",
" \n",
" case 3:\n",
" return \"wio\";\n",
" \n",
" default:\n",
" return \"UNKNOWN\";\n",
" }\n",
"}\n",
"\n",
"\n",
" /**\n",
" * Get latency in micros\n",
" */\n",
"uint32_t latencyInMicros() {\n",
" return latency;\n",
"}\n",
"\n",
"/**\n",
" * Get latency in millis\n",
" */\n",
"uint16_t latencyInMillis() {\n",
" return latency / 1000;\n",
"}\n",
"\n",
" protected:\n",
" float latency = 0;\n",
" int lastPrediction = 0;\n",
"\n",
" \n",
"\n",
" \n",
" \n",
" /**\n",
" * Random forest's tree #0\n",
" */\n",
" void tree0(float *x, uint8_t *classIdx, float *classScore) {\n",
" \n",
" if (x[18] <= 0.0369415208697319) {\n",
" \n",
" \n",
" if (x[78] <= 0.1300949603319168) {\n",
" \n",
" \n",
" if (x[90] <= 0.02731012087315321) {\n",
" \n",
" \n",
" if (x[63] <= 0.8730830252170563) {\n",
" \n",
" \n",
" if (x[113] <= 0.26372766494750977) {\n",
" \n",
" \n",
" if (x[98] <= 0.022605867125093937) {\n",
" \n",
" \n",
" if (x[34] <= 0.2811869978904724) {\n",
" \n",
" \n",
" if (x[55] <= 0.07885900512337685) {\n",
" \n",
" \n",
" if (x[92] <= 0.3012963682413101) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[134] <= 0.28155651688575745) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[78] <= 0.02770218253135681) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[116] <= 0.00469584483653307) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[106] <= 0.11038459464907646) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 523.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[114] <= 0.0355784073472023) {\n",
" \n",
" \n",
" if (x[99] <= 0.0847080098465085) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 523.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[63] <= 0.5556537806987762) {\n",
" \n",
" \n",
" if (x[112] <= 0.3595939725637436) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[48] <= 0.05262908060103655) {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 481.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[112] <= 0.38147011026740074) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 523.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" }\n",
" \n",
" \n",
" \n",
" /**\n",
" * Random forest's tree #1\n",
" */\n",
" void tree1(float *x, uint8_t *classIdx, float *classScore) {\n",
" \n",
" if (x[66] <= 0.03470461815595627) {\n",
" \n",
" \n",
" if (x[92] <= 0.4885159134864807) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[54] <= 0.2060672491788864) {\n",
" \n",
" \n",
" if (x[92] <= 0.600633054971695) {\n",
" \n",
" \n",
" if (x[79] <= 0.23793259263038635) {\n",
" \n",
" \n",
" if (x[56] <= 0.20621951669454575) {\n",
" \n",
" \n",
" if (x[59] <= 0.07552803680300713) {\n",
" \n",
" \n",
" if (x[79] <= 0.157677061855793) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[113] <= 0.07983606681227684) {\n",
" \n",
" \n",
" if (x[53] <= 0.543332826346159) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[63] <= 0.2800687700510025) {\n",
" \n",
" \n",
" if (x[93] <= 0.05621062591671944) {\n",
" \n",
" \n",
" if (x[42] <= 0.08418368548154831) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[123] <= 0.09437189996242523) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[98] <= 0.005484993336722255) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[2] <= 0.08067275956273079) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[80] <= 0.3647053986787796) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[20] <= 0.5538146793842316) {\n",
" \n",
" \n",
" if (x[49] <= 0.05982496030628681) {\n",
" \n",
" \n",
" if (x[56] <= 0.2696080878376961) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[70] <= 0.11429519951343536) {\n",
" \n",
" \n",
" if (x[114] <= 0.16653749346733093) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[123] <= 0.032165540382266045) {\n",
" \n",
" \n",
" if (x[103] <= 0.4637199342250824) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[2] <= 0.04892366752028465) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[6] <= 0.018453402444720268) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[116] <= 0.09328529983758926) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[59] <= 0.09137589856982231) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[61] <= 0.19741814583539963) {\n",
" \n",
" \n",
" if (x[79] <= 0.38941070437431335) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[65] <= 0.36613909900188446) {\n",
" \n",
" \n",
" if (x[67] <= 0.7522072196006775) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 518.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 466.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 488.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" }\n",
" \n",
" \n",
" \n",
" /**\n",
" * Random forest's tree #2\n",
" */\n",
" void tree2(float *x, uint8_t *classIdx, float *classScore) {\n",
" \n",
" if (x[133] <= 0.45472584664821625) {\n",
" \n",
" \n",
" if (x[57] <= 0.30642061680555344) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 459.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[94] <= 0.013848140370100737) {\n",
" \n",
" \n",
" if (x[80] <= 0.9212180376052856) {\n",
" \n",
" \n",
" if (x[116] <= 0.09623592719435692) {\n",
" \n",
" \n",
" if (x[55] <= 0.05950098857283592) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 560.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 448.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[103] <= 0.10040346160531044) {\n",
" \n",
" \n",
" if (x[122] <= 0.02093493938446045) {\n",
" \n",
" \n",
" if (x[67] <= 0.5244172215461731) {\n",
" \n",
" \n",
" if (x[23] <= 0.3314560502767563) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 459.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[45] <= 0.210725799202919) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 448.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[116] <= 0.09688782319426537) {\n",
" \n",
" \n",
" if (x[99] <= 0.15070531517267227) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 560.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[104] <= 0.004858243744820356) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 560.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[107] <= 0.043371833860874176) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 560.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[90] <= 0.02459509950131178) {\n",
" \n",
" \n",
" if (x[133] <= 0.8430708050727844) {\n",
" \n",
" \n",
" if (x[35] <= 0.0420481413602829) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 560.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[109] <= 0.18476517498493195) {\n",
" \n",
" \n",
" if (x[56] <= 0.2247144728899002) {\n",
" \n",
" \n",
" if (x[116] <= 0.0034325255546718836) {\n",
" \n",
" \n",
" if (x[79] <= 0.15541844815015793) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 560.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[98] <= 0.000795243657194078) {\n",
" \n",
" \n",
" if (x[33] <= 0.5699660181999207) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 560.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[88] <= 0.20550961047410965) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 560.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[74] <= 0.0708680022507906) {\n",
" \n",
" \n",
" if (x[116] <= 0.11245472729206085) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 560.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[55] <= 0.056950220838189125) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 511.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 560.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" }\n",
" \n",
" \n",
" \n",
" /**\n",
" * Random forest's tree #3\n",
" */\n",
" void tree3(float *x, uint8_t *classIdx, float *classScore) {\n",
" \n",
" if (x[80] <= 0.9138846397399902) {\n",
" \n",
" \n",
" if (x[102] <= 0.10483590140938759) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 487.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[97] <= 0.01703598815947771) {\n",
" \n",
" \n",
" if (x[75] <= 0.023341485299170017) {\n",
" \n",
" \n",
" if (x[70] <= 0.1384853944182396) {\n",
" \n",
" \n",
" if (x[101] <= 0.2657548785209656) {\n",
" \n",
" \n",
" if (x[78] <= 0.00982948113232851) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[58] <= 0.9875586926937103) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[22] <= 0.18773172795772552) {\n",
" \n",
" \n",
" if (x[95] <= 0.019351176917552948) {\n",
" \n",
" \n",
" if (x[11] <= 0.01873837038874626) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[110] <= 0.0485067144036293) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[54] <= 0.033164238557219505) {\n",
" \n",
" \n",
" if (x[80] <= 0.3718045800924301) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[124] <= 0.9936124086380005) {\n",
" \n",
" \n",
" if (x[73] <= 0.0703774020075798) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[47] <= 0.12305829674005508) {\n",
" \n",
" \n",
" if (x[90] <= 0.008263786789029837) {\n",
" \n",
" \n",
" if (x[98] <= 0.009134478168562055) {\n",
" \n",
" \n",
" if (x[96] <= 0.03772225510329008) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[64] <= 0.18797582015395164) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 516.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" }\n",
" \n",
" \n",
" \n",
" /**\n",
" * Random forest's tree #4\n",
" */\n",
" void tree4(float *x, uint8_t *classIdx, float *classScore) {\n",
" \n",
" if (x[65] <= 0.4568137377500534) {\n",
" \n",
" \n",
" if (x[111] <= 0.04640892706811428) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 483.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[92] <= 0.5991251170635223) {\n",
" \n",
" \n",
" if (x[116] <= 0.08080089464783669) {\n",
" \n",
" \n",
" if (x[46] <= 0.1407422199845314) {\n",
" \n",
" \n",
" if (x[107] <= 0.10579070821404457) {\n",
" \n",
" \n",
" if (x[79] <= 0.19204548746347427) {\n",
" \n",
" \n",
" if (x[97] <= 0.03240184811875224) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 528.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[54] <= 0.015389987733215094) {\n",
" \n",
" \n",
" if (x[90] <= 0.02292781602591276) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 528.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[55] <= 0.10951834544539452) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 528.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[90] <= 0.007291872752830386) {\n",
" \n",
" \n",
" if (x[114] <= 0.05278712324798107) {\n",
" \n",
" \n",
" if (x[5] <= 0.019473688676953316) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 528.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[61] <= 0.06436269357800484) {\n",
" \n",
" \n",
" if (x[91] <= 0.004494044464081526) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 528.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[55] <= 0.08292442187666893) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 528.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[67] <= 0.795905202627182) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 528.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[80] <= 0.5234813690185547) {\n",
" \n",
" \n",
" if (x[21] <= 0.049780791625380516) {\n",
" \n",
" \n",
" if (x[46] <= 0.15785471722483635) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 528.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[116] <= 0.06707945093512535) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 528.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[117] <= 0.07842132449150085) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 528.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 489.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" }\n",
" \n",
" \n",
" \n",
" /**\n",
" * Random forest's tree #5\n",
" */\n",
" void tree5(float *x, uint8_t *classIdx, float *classScore) {\n",
" \n",
" if (x[101] <= 0.052058856934309006) {\n",
" \n",
" \n",
" if (x[108] <= 0.5930112600326538) {\n",
" \n",
" \n",
" if (x[80] <= 0.48694971203804016) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 478.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[78] <= 0.12165448069572449) {\n",
" \n",
" \n",
" if (x[64] <= 0.13614977896213531) {\n",
" \n",
" \n",
" if (x[116] <= 0.0720963291823864) {\n",
" \n",
" \n",
" if (x[125] <= 0.006470485590398312) {\n",
" \n",
" \n",
" if (x[102] <= 0.5091452896595001) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[133] <= 0.8621841073036194) {\n",
" \n",
" \n",
" if (x[107] <= 0.10208133608102798) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[65] <= 0.16045310348272324) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[108] <= 0.20820708572864532) {\n",
" \n",
" \n",
" if (x[10] <= 0.01630954770371318) {\n",
" \n",
" \n",
" if (x[47] <= 0.1604420617222786) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[98] <= 0.01953808404505253) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[55] <= 0.06958340853452682) {\n",
" \n",
" \n",
" if (x[111] <= 0.8284404277801514) {\n",
" \n",
" \n",
" if (x[95] <= 0.3986862450838089) {\n",
" \n",
" \n",
" if (x[94] <= 0.01923585683107376) {\n",
" \n",
" \n",
" if (x[102] <= 0.967304915189743) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[54] <= 0.4388955533504486) {\n",
" \n",
" \n",
" if (x[75] <= 0.01729480642825365) {\n",
" \n",
" \n",
" if (x[116] <= 0.13019520416855812) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[67] <= 0.38635003566741943) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[68] <= 0.3347695767879486) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[44] <= 0.9923345446586609) {\n",
" \n",
" \n",
" if (x[103] <= 0.1337764412164688) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[96] <= 0.0030480041168630123) {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 486.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[103] <= 0.19916509091854095) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 506.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 508.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" }\n",
" \n",
" \n",
" \n",
" /**\n",
" * Random forest's tree #6\n",
" */\n",
" void tree6(float *x, uint8_t *classIdx, float *classScore) {\n",
" \n",
" if (x[102] <= 0.11687179654836655) {\n",
" \n",
" \n",
" if (x[64] <= 0.17842888087034225) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 471.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[61] <= 0.037651170045137405) {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 456.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 555.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[70] <= 0.06084801256656647) {\n",
" \n",
" \n",
" if (x[116] <= 0.07822248339653015) {\n",
" \n",
" \n",
" if (x[49] <= 0.38092613220214844) {\n",
" \n",
" \n",
" if (x[120] <= 0.013017720077186823) {\n",
" \n",
" \n",
" if (x[46] <= 0.15880535542964935) {\n",
" \n",
" \n",
" if (x[103] <= 0.6758613288402557) {\n",
" \n",
" \n",
" if (x[97] <= 0.028888202272355556) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 555.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[59] <= 0.06674952432513237) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 555.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[101] <= 0.16203821450471878) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[117] <= 0.29609745740890503) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 555.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[63] <= 0.011694431537762284) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 555.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[98] <= 0.008444164413958788) {\n",
" \n",
" \n",
" if (x[55] <= 0.08139839395880699) {\n",
" \n",
" \n",
" if (x[46] <= 0.06833056174218655) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 555.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 555.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[71] <= 0.01715219486504793) {\n",
" \n",
" \n",
" if (x[71] <= 0.007186424918472767) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 555.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[54] <= 0.023847054690122604) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 555.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[102] <= 0.18921969085931778) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 555.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" }\n",
" \n",
" \n",
" \n",
" /**\n",
" * Random forest's tree #7\n",
" */\n",
" void tree7(float *x, uint8_t *classIdx, float *classScore) {\n",
" \n",
" if (x[114] <= 0.03222952038049698) {\n",
" \n",
" \n",
" if (x[64] <= 0.17848213016986847) {\n",
" \n",
" \n",
" if (x[103] <= 0.20130645111203194) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 504.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[98] <= 0.011821059044450521) {\n",
" \n",
" \n",
" if (x[80] <= 0.35860520601272583) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[67] <= 0.3444618433713913) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[101] <= 0.4114457815885544) {\n",
" \n",
" \n",
" if (x[43] <= 0.07745068892836571) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[59] <= 0.19998691976070404) {\n",
" \n",
" \n",
" if (x[42] <= 0.09131728485226631) {\n",
" \n",
" \n",
" if (x[7] <= 0.07340359315276146) {\n",
" \n",
" \n",
" if (x[104] <= 0.05308664217591286) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 481.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 481.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 481.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[56] <= 0.41088466346263885) {\n",
" \n",
" \n",
" if (x[47] <= 0.14968156814575195) {\n",
" \n",
" \n",
" if (x[7] <= 0.2603675201535225) {\n",
" \n",
" \n",
" if (x[99] <= 0.004318844527006149) {\n",
" \n",
" \n",
" if (x[41] <= 0.019454671069979668) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 481.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[21] <= 0.1030389778316021) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[111] <= 0.551390528678894) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 481.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 479.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 481.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[125] <= 0.11612779647111893) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 481.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 514.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" }\n",
" \n",
" \n",
" \n",
" /**\n",
" * Random forest's tree #8\n",
" */\n",
" void tree8(float *x, uint8_t *classIdx, float *classScore) {\n",
" \n",
" if (x[101] <= 0.05232098326086998) {\n",
" \n",
" \n",
" if (x[108] <= 0.5930112600326538) {\n",
" \n",
" \n",
" if (x[42] <= 0.05685785599052906) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 493.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[49] <= 0.008799195755273104) {\n",
" \n",
" \n",
" if (x[67] <= 0.7265111804008484) {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 484.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[78] <= 0.018843566067516804) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[92] <= 0.5997764766216278) {\n",
" \n",
" \n",
" if (x[80] <= 0.37235601246356964) {\n",
" \n",
" \n",
" if (x[57] <= 0.014879327500239015) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 493.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[107] <= 0.004320872016251087) {\n",
" \n",
" \n",
" if (x[114] <= 0.0745684988796711) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[98] <= 0.022634425200521946) {\n",
" \n",
" \n",
" if (x[68] <= 0.10072548314929008) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[49] <= 0.24995308369398117) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[43] <= 0.25109250098466873) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[111] <= 0.30603039264678955) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[94] <= 0.30125169456005096) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[90] <= 0.011206488590687513) {\n",
" \n",
" \n",
" if (x[88] <= 0.07520439848303795) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[45] <= 0.09221789240837097) {\n",
" \n",
" \n",
" if (x[60] <= 0.40736718475818634) {\n",
" \n",
" \n",
" if (x[61] <= 0.2641521543264389) {\n",
" \n",
" \n",
" if (x[80] <= 0.5720258057117462) {\n",
" \n",
" \n",
" if (x[47] <= 0.21448105573654175) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[65] <= 0.2080097794532776) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 496.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" }\n",
" \n",
" \n",
" \n",
" /**\n",
" * Random forest's tree #9\n",
" */\n",
" void tree9(float *x, uint8_t *classIdx, float *classScore) {\n",
" \n",
" if (x[112] <= 0.0743429847061634) {\n",
" \n",
" \n",
" *classIdx = 3;\n",
" *classScore = 467.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[110] <= 0.28466828167438507) {\n",
" \n",
" \n",
" if (x[116] <= 0.08032038062810898) {\n",
" \n",
" \n",
" if (x[93] <= 0.11881325766444206) {\n",
" \n",
" \n",
" if (x[92] <= 0.9340429902076721) {\n",
" \n",
" \n",
" if (x[110] <= 0.00503910006955266) {\n",
" \n",
" \n",
" if (x[15] <= 0.025954012759029865) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 513.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 513.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[98] <= 0.017721661366522312) {\n",
" \n",
" \n",
" if (x[56] <= 0.1771697998046875) {\n",
" \n",
" \n",
" if (x[72] <= 0.01185616571456194) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 513.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[58] <= 0.15649032592773438) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 513.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[58] <= 0.34245556592941284) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[56] <= 0.2746366709470749) {\n",
" \n",
" \n",
" if (x[114] <= 0.2599753737449646) {\n",
" \n",
" \n",
" if (x[23] <= 0.7012089490890503) {\n",
" \n",
" \n",
" if (x[94] <= 0.012615592684596777) {\n",
" \n",
" \n",
" if (x[59] <= 0.19462940841913223) {\n",
" \n",
" \n",
" if (x[43] <= 0.1349761039018631) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 513.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 513.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 513.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[64] <= 0.36634698510169983) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 513.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[103] <= 0.06138048693537712) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 513.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[124] <= 0.9182375073432922) {\n",
" \n",
" \n",
" *classIdx = 2;\n",
" *classScore = 513.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" if (x[21] <= 0.03671480901539326) {\n",
" \n",
" \n",
" *classIdx = 1;\n",
" *classScore = 505.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
" else {\n",
" \n",
" \n",
" *classIdx = 0;\n",
" *classScore = 493.0;\n",
" return;\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" \n",
" }\n",
"\n",
" }\n",
" \n",
" \n",
"\n",
"\n",
"};\n",
"\n",
"\n",
"\n",
"static RandomForestClassifier classifier;\n",
"\n",
"\n",
"#endif\n"
]
}
],
"source": [
"\"\"\"\n",
"Export classifier to C++\n",
"Replace the path to your actual sketch path\n",
"\n",
"The class_map parameters convert numeric classes to human-readable strings\n",
"\"\"\"\n",
"print(clf.to_arduino_file(\n",
" filename='path-to-sketch/HogClassifier.h',\n",
" instance_name='classifier', \n",
" class_map=feature_dataset.class_map\n",
"))"
]
},
{
"cell_type": "markdown",
"id": "7ac71919",
"metadata": {},
"source": [
"And this is the main code to put in the `.ino` file.\n",
"\n",
"\n",
"```cpp\n",
"#include \"eloquent.h\"\n",
"#include \"eloquent/print.h\"\n",
"#include \"eloquent/tinyml/voting/quorum.h\"\n",
"\n",
"// replace 'm5wide' with your own model\n",
"// possible values are 'aithinker', 'eye', 'm5stack', 'm5wide', 'wrover'\n",
"#include \"eloquent/vision/camera/m5wide.h\"\n",
"\n",
"#include \"HogPipeline.h\"\n",
"#include \"HogClassifier.h\"\n",
"\n",
"Eloquent::TinyML::Voting::Quorum<7> quorum;\n",
"\n",
"\n",
"void setup() {\n",
" Serial.begin(115200);\n",
" delay(3000);\n",
" Serial.println(\"Begin\");\n",
"\n",
" camera.qqvga();\n",
" camera.grayscale();\n",
"\n",
" while (!camera.begin())\n",
" Serial.println(\"Cannot init camera\");\n",
"}\n",
"\n",
"void loop() {\n",
" if (!camera.capture()) {\n",
" Serial.println(camera.getErrorMessage());\n",
" delay(1000);\n",
" return;\n",
" }\n",
" \n",
" // apply HOG pipeline to camera frame\n",
" hog.transform(camera.buffer);\n",
"\n",
" // get a stable prediction\n",
" // this is optional, but will improve the stability of predictions\n",
" uint8_t prediction = classifier.predict(hog.features);\n",
" int8_t stablePrediction = quorum.vote(prediction);\n",
"\n",
" if (quorum.isStable()) {\n",
" eloquent::print::printf(\n",
" Serial, \n",
" \"Stable prediction: %s \\t(DSP: %d ms, Classifier: %d us)\\n\", \n",
" classifier.getLabelOf(stablePrediction),\n",
" hog.latencyInMillis(),\n",
" classifier.latencyInMicros()\n",
" );\n",
" }\n",
"\n",
" camera.free();\n",
"}\n",
"```"
]
},
{
"cell_type": "markdown",
"id": "007f9205",
"metadata": {},
"source": [
"Hit upload and put your objects in front of the camera: you will see the predicted label."
]
},
{
"cell_type": "markdown",
"id": "2ec9b6b6",
"metadata": {},
"source": [
"## Demo video\n",
"\n",
"If you follow the above steps, you will end with the following result.\n",
"\n",
"You can see that the *portenta* and *pi* are mis-labelled quite often: this is expected result as we saw from the features pairplot."
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "38207261",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"<video src=\"assets/esp32 image object classification live demo.mp4\" controls width=\"728\" >\n",
" Your browser does not support the <code>video</code> element.\n",
" </video>"
],
"text/plain": [
"<IPython.core.display.Video object>"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\"\"\"\n",
"Play demo video\n",
"\"\"\"\n",
"from IPython.display import Video\n",
"\n",
"Video(\"assets/esp32 image object classification live demo.mp4\", width=728)"
]
},
{
"cell_type": "markdown",
"id": "4405e8d7",
"metadata": {},
"source": [
"Processing time is 12 milliseconds, while classification time is < 20 microseconds (1 / 1000 th of DSP!). If you do the math, this translates to **~80 FPS**, which is greater than your Esp32-cam frame rate.\n",
"\n",
"<x-alerts.info>In the next release of <code>everywhereml</code>, thanks to some approximated math, DSP will lower to 6 milliseconds (a.k.a. <b>160 FPS!</b>)</x-alerts.info>"
]
},
{
"cell_type": "markdown",
"id": "18d15f63",
"metadata": {},
"source": [
"## Conclusion\n",
"\n",
"When it comes to **image recognition on Esp32-cam**, you have two options:\n",
"\n",
" 1. If you're looking for the best accuracy possibile, you should stick to Neural Networks: they achieve state-of-the-art results. Platforms like Edge Impulse will speed up your development time.\n",
" 2. If you're goal is to implement something that works *good* and **really fast**, you now have an alternative option to choose thanks to the Eloquent Arduino libraries."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1c7fe7b2",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
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"display_name": "getting-started-with-tinyml",
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"name": "ipython",
"version": 3
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"file_extension": ".py",
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