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September 5, 2024 17:13
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 49, | |
"id": "87b36732-65fc-4ca7-91f6-99dd07d1633a", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import os\n", | |
"import json\n", | |
"import pydicom\n", | |
"import numpy as np\n", | |
"import onnxruntime as ort\n", | |
"import matplotlib.pyplot as plt\n", | |
"from glob import glob\n", | |
"from skimage.transform import resize\n", | |
"from matplotlib.animation import FuncAnimation, PillowWriter, FFMpegWriter " | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "4aa4bbe9-a0c3-47c0-93b9-bf79d7102910", | |
"metadata": {}, | |
"source": [ | |
"### To get GIFs working\n", | |
"\n", | |
"```\n", | |
"conda install -c conda-forge ipympl\n", | |
"conda install nodejs\n", | |
"jupyter labextension install @jupyter-widgets/jupyterlab-manager\n", | |
"jupyter labextension install jupyter-matplotlib\n", | |
"jupyter lab build\n", | |
"```\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "7b9b8af3-1869-4f08-b904-e023ceb68fb4", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"DICOM_DIR = \"dicom\"\n", | |
"LAX_MODEL_PATH = \"model/003.yaml__epoch=2__loss_val=0.000017__l2_all=0.000.ckpt_cuda.onnx\"\n", | |
"PAD_BEFORE_RESIZE = True" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "8e9dcdb2-6ede-4650-b227-c97343c54186", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"{'windowing': '0-100',\n", | |
" 'frame_dim': [320, 320],\n", | |
" 'classes': ['lv-ant-antsep-infsep',\n", | |
" 'lv-inf-inflat-antlap',\n", | |
" 'lv-apex',\n", | |
" 'rv-lat',\n", | |
" 'rv-sep',\n", | |
" 'rv-apex']}" | |
] | |
}, | |
"execution_count": 3, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"ort_session = ort.InferenceSession(LAX_MODEL_PATH, providers=['CUDAExecutionProvider'])\n", | |
"with open(LAX_MODEL_PATH + \".json\") as f:\n", | |
" model_params = json.load(f)\n", | |
"model_params" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "a743a377-d341-44b4-bac6-5a5a77f15a3b", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"300\n" | |
] | |
} | |
], | |
"source": [ | |
"dicom_paths = glob(os.path.join(DICOM_DIR, \"*\"))\n", | |
"print(len(dicom_paths))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "43b900b6-b4f6-44f5-834e-f24d4819db14", | |
"metadata": {}, | |
"source": [ | |
"### Load images" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 24, | |
"id": "bbcead7a-8064-4ab3-93d2-ebc774ba3d91", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"imgs_native.shape=(300, 88, 128) imgs_native.min()=0 imgs_native.max()=634\n" | |
] | |
}, | |
{ | |
"data": { | |
"text/plain": [ | |
"<matplotlib.image.AxesImage at 0x1ad6c120980>" | |
] | |
}, | |
"execution_count": 24, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"dicoms = [pydicom.dcmread(f) for f in dicom_paths]\n", | |
"pixel_size = dicoms[0].PixelSpacing\n", | |
"imgs_native = np.array([d.pixel_array for d in dicoms])\n", | |
"print(f\"{imgs_native.shape=} {imgs_native.min()=} {imgs_native.max()=}\")\n", | |
"plt.imshow(imgs_native[0], cmap='gray')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "ec56a7e6-addf-431d-b045-e011d44cf558", | |
"metadata": {}, | |
"source": [ | |
"### Normalise" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"id": "ec61ae13-bf1f-4732-89cd-1d1a1dd7def2", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"imgs_native.shape=(300, 88, 128) imgs_native.min()=0.0 imgs_native.max()=1.0\n" | |
] | |
} | |
], | |
"source": [ | |
"def normalise_image(img) -> np.ndarray:\n", | |
" return (img - img.min()) / (img.max() - img.min())\n", | |
"\n", | |
"assert model_params['windowing'] == '0-100'\n", | |
"\n", | |
"imgs_native = normalise_image(imgs_native)\n", | |
"print(f\"{imgs_native.shape=} {imgs_native.min()=} {imgs_native.max()=}\")" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "15677436-ebc2-4f15-85ee-60e3a1cf8e9e", | |
"metadata": {}, | |
"source": [ | |
"### Pad to square if requested" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"id": "faf9c61f-cb1e-4f91-800c-da27bca1d31a", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"imgs_padded.shape=(300, 128, 128) imgs_padded.min()=0.0 imgs_padded.max()=1.0\n" | |
] | |
} | |
], | |
"source": [ | |
"def pad_to_square(img) -> np.ndarray:\n", | |
" h, w = img.shape[-2:]\n", | |
" max_hw = max(h, w)\n", | |
" if len(img.shape) == 2:\n", | |
" out = np.zeros((max_hw, max_hw), dtype=img.dtype)\n", | |
" out[:h, :w] = img\n", | |
" elif len(img.shape) == 3:\n", | |
" out = np.zeros((len(img), max_hw, max_hw), dtype=img.dtype)\n", | |
" out[:, :h, :w] = img\n", | |
" else:\n", | |
" raise ValueError(f\"Unknown shape {img.shape=}\")\n", | |
" return out, max_hw - h, max_hw - w\n", | |
"\n", | |
"if PAD_BEFORE_RESIZE:\n", | |
" imgs_padded, padding_bottom, padding_right = pad_to_square(imgs_native)\n", | |
"else:\n", | |
" imgs_padded, padding_bottom, padding_right = imgs_native, 0, 0\n", | |
"\n", | |
"print(f\"{imgs_padded.shape=} {imgs_padded.min()=} {imgs_padded.max()=}\")" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "86971b30-c3a8-47a1-ac6e-56b4a9b9f95f", | |
"metadata": {}, | |
"source": [ | |
"### Resize to model input" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"id": "2fbe23a8-263a-4adf-8799-c998e8d9644d", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Resize ratio: [2.5 2.5]\n" | |
] | |
} | |
], | |
"source": [ | |
"padded_hw = imgs_padded[0].shape\n", | |
"imgs_resized = np.array([resize(i, model_params['frame_dim']) for i in imgs_padded])\n", | |
"resize_ratio = np.array(imgs_resized.shape[-2:]) / np.array(padded_hw)\n", | |
"print(f\"Resize ratio: {resize_ratio}\")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"id": "f3e64ffb-0218-4011-95fb-f008a02a6312", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<matplotlib.image.AxesImage at 0x1ac7c3b0e30>" | |
] | |
}, | |
"execution_count": 9, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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", | |
"text/plain": [ | |
"<Figure size 640x480 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"plt.imshow(imgs_resized[0], cmap='gray')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "4693cd20-69f1-450c-b7c0-87310e1ba05d", | |
"metadata": {}, | |
"source": [ | |
"### Forward pass" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"id": "fa37993e-6d5b-4ade-9d3b-8eebc8b467e2", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# add channel dimension\n", | |
"x = np.expand_dims(imgs_resized, 1).astype(np.float32)\n", | |
"# forward pass\n", | |
"pred = ort_session.run(None, {'input': x})[0]\n", | |
"# sigmoid - clip to stop overflow warnings\n", | |
"pred = 1 / (1 + np.exp(np.clip(-pred, -50, 50)))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "287317af-cc5b-47b4-a306-165f120084e7", | |
"metadata": {}, | |
"source": [ | |
"### Predictions to coordinates" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"id": "0f16c6c4-ebf1-4024-a820-4d94772adbd0", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"coords.shape=(300, 6, 2)\n", | |
"[41.6 64.4]\n", | |
"[49.6 74.4]\n", | |
"[22.8 87.2]\n", | |
"[28. 55.2]\n", | |
"[38. 64.8]\n", | |
"[22. 84.4]\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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c81jhduHcTq5+CPDHVgnNC9OVcXwy/W7ou+hUI2jlY9GiRfjoRz+KoqIijBw5Etdccw02bNgQOyaKIlRXV6OiogIFBQWYPn16WhIkIYQQQpy6BE0+VqxYgVtvvRWvvPIKli9fjqNHj2LmzJmxmezixYuxZMkSLF26FKtWrUJ5eTlmzJiRpq4WQgghxKlJIspg7Wf37t0YOXIkVqxYgU9+8pOIoggVFRWYN28e7rzzTgDHlvPKyspwzz33YM6cOeY5m5qaUFJScrJV6leELAHyUja34YQJE7zHs5tl3759MduXgpvL2MXD8ESUl3xDtrvyUrcVTp3LrePZ9rkM+FwMf5fdLJzenZfW3bT27DbjEPX8WPvC4wPpLgB2V7juCWvLqRVum9vUWrZ33XDs0uNtoFxuuYT4eF9deKxxf1rXYpvbkd0TbjsOHjw4VsZj5eyzz47ZHH6ft9r+4he/8F7brSu7+PjcXM515bHW0NAQs/ld40sNYD1jmbpdskl/drs0Njamuf6YjASnHQO2wzddU1OD2tpazJw5M3VMMpnEtGnTsHLlykwuJYQQQoh+wkkLTqMowh133IFLL70U5513HgCgtrYWQPw/tA578+bNnZ6npaUl9h8AB/0RQohTldxEAm0h/yG3twOGoFeI3sBJj9LbbrsNb775Jn70ox+llXWm6j3ectiiRYtQUlKS+hk7duzJVkkIIfoNVUMG43MTR6FwgH+HTwc5R4+gdOcHKNhf3801EyJzTmrl46tf/SqeeeYZvPjiixgzZkzq9+Xl5QCOrYCMGjUq9fu6urq01ZAOFixYgDvuuCNlNzU1nbITkJBtnUDc58yhmidOnBizuZxTbltbDtm/7fqjLY0O+3x5K6219ZJxfaWZ+k2tNg/ZRmrpQ7gPWKfBGhDWTrjn53PxsazZ4PD4vK2TNR++sOSh/cU+fEuP4jveOpbbxdpCzPoF7m/3Xvm+fdqEzurK52b9gluemwDOH16C4rwBuHJCOX67qxHNbR8ez7qp5sYGjG6qw4D2o8hv2I3WkRWxFRB+p7IG7PXXX4/Z7ljj55e1L3yfbHMfWPokd2xaeiEmNF1CTxKy9bY/btMNeotEUYTbbrsNTz31FF544QVUVlbGyisrK1FeXo7ly5enftfa2ooVK1Zg6tSpnZ4zmUyiuLg49iOEEKcybRHw3LY92N96FEV5A/Cp8iEoyO38dZ2fk8DopjoMbD+KIzkDsKN4pFwvotcTNEJvvfVWPProo3jsscdQVFSE2tpa1NbWphTniUQC8+bNw8KFC/H000/jrbfewle+8hUUFhZi1qxZ3XIDQgjRHzl0tA3L/zQBGTwwt9MJSH5OAlOHFmBg+1G05uRie/FItOWe2IJ2lNv3/3sWfZegycf999+PxsZGTJ8+HaNGjUr9PPHEE6lj5s+fj3nz5mHu3LmYPHkytm/fjmXLlqVF6BNCCOGnYwJy4Ehb2gSkY+IxaEAOmgcCz368FocKjh8t1KV9cDsOf+Ewjp7tdx0J0V1kFOejOziV43yExphwbdZ4cByAurq6mM177dnHz35b1oS4k0n2ZbN+IFRPEhKWOBO9SGc2n88XMtvyR7Ovm12KHA+F4yPwhN2N7cF+c94l1rHzrIOdO3fGbI6P4QtxDcTbgXUVrKPgNuR4FnxtLufzuXEkrP7iNue68vHWM+faXE/uf2vcchtb8W7c8yUR4XNnjkdJfh4aD7fihc07cdmEUShJ5qGxpRXPXboX+0e0Imd/DoY8OwQXnXZR7FzuWGoe0IznRzyPtsFtGLB/AMp+XYaXXngpdjzrso53LiB93FrjgbUyHCfE1aOxdskapz1JV4ZXD9Wu9LI/490f50MIIUT3c+DIUfx0w2Y0Hm5FSX4ePn/m+NTE45l3t2LgbwcjZ38O2ova0fAXDTg88HCn52ke0IyXR7+MtsFtyD2QixG/GYGcNv0ZENlHo04IIfoAB44cxfM1O2K/e2HTThw8chS5h3Ix5NkhqQnImjPWpE1AOiYeh/IOIfdALka+MBIDmpVbVPQMmnwIIUQfYPDAAbi8Mh5W/7IJozBo4LEJhDsBOZw8HJuAuBOPwtZCTTxEj6PRl0VCfYKWz9inAeBcLb68EZ3ZrAHheAhuinb24bNt3VfoXv6QvftdnZI7xLfKvm72jY8cOTJmd6Qp6IA1Ia5+gTU8u3btitmcL4N1OAxrJXx5TLiMffhsW1oJ9vmzpsDVFPF9cGwUd1zydzu7tjU23eeAdRB8bivHDesX2OZ2ctu8cEAOPntuJUry89DQfBi/encLrjxjPIYUJHH16WPw1Ds1ONB6rK6JzQkMmTMEh4sO4w8T/oDi3xXj4FkH0ZrXirxDeZiwegKOREcAp8t5rLFmyHdfvpgwQHqfcTvyeHJjkGzcuNF7Ln4eQ3U4mRD6Pg/9flfWpTeilQ8hhOjFDM4biBsuPBNDCvLR0HwYj7+xATv3H8R/r3sPDc0tGFKQxF+eU4nBeceEnlFThKHLhiJ3fy7aitpQ/xf1aC08NvE4ffXpyGvJM64oRPejyYcQQvRSBucNxPXnV8UmHvtbjq00HGg9kpqAlOTHJyC5h3JR/Lv4boPx68dr4iF6DZp8CCFEL+TDiUcybeLRQccEpPFwfALSVtiGpkvi2683n7sZrcnjb6EVIptI89GDhPofWdfhxvLguB1ssz/aiuvBfln2rbvlVhwPS+Nh4fOlhupmrLggIZoPX76bzmBdxejRo2M2a0BYv7Bt27bU5x074rseWC/A12JdBY8Hvm9frAY+1srdwmOHtRJcV25XNx4G6wO4nnxuthmuqy/HjaXB4hworOmwnpNYbpecBL5w4RkoSeahqaUVz++ox6ChpejoRa7LT9/dis+dOe7YBOS8ifjJpTsQFSXQXt+OIz89gvzP56O1pBXvXPAO8n+aj+HJeBwgjq3kaogy1VVY+gOOUeP2P+ugeNyH5sNiMnm3ZFNXEVqXrow50l1o5UMIIXoZbe0R3thVj8aWVvxs43YcOuqf2B48chQ/3bAFja2tWHdmE6LhxyYerf/ZimhbhPyf5iPRmEBUEuHw5w7jaIEim4qeRZMPIYTohfxxXxP+7x+34OCRE5soHCpow08u3YGNZx9MTTzwp0WFnIM5sQlI3WV1moCIHkWTDyGE6KW0neByeKI4gbwv5x1b8dgXn3h04E5A2ga3aQIiehRpPrqRUP8jH8/+6tLS0pjt+vn37t3rPTdrPNjHxxoPjknBfn03lgf7gK1cLRZ8PPv53fLQc1ttHLJX34ohwXlF+HhuY9ZlsIbAjb3AsVT4WpaOgvUKIWOVz8VxOXz5cE6kLjwWXe0L3ydfy7o2X4vbkZ8Tn0aIY+ewdoHPzX3COgseD+7xfF9uPaPcCG2fbUM0JEKiMYHCnxdiwNEBgCO1SY2lgwAeBxI3JNBW0obaabUo/O/CtD50dTqsVbHimVj6IX5OWOvk6m7q6+tjZb52OBl8474rY4J0RlfqLLq7rt2BVj6EEKIPk2hLYODrA5FoSCD50yRyDhiv9f1AwTMFSDQmkLc2D4m2vveHS/R9tPIhhBB9nAHvDEDuu7knPJHIOZiDwv8u1MRD9Bha+RBCiH5A6ERCEw/Rk/TJlQ/fHuWuzM1xMnXJ5LvsC+W4HszOnTtTn/m+rL35li6Dfavsv3b9vtZ9ZKoB8fnd2d9s3Xfo/vaQmCTcZhyngzUcnH+H8eWx4Hpx/3DcD4brxnoE37hmH76lbeG6WnEiuL/dvEKhuVmsazN8b247ctwO7j8ei5wPibUNrOHidnSvzToYS5vCGg4eH6zjYL2JOz74vvk+LQ0Ityn3EbejG7+I74NzGHUnXR0LI+T7XRmvJNO6dBda+RBCCCFEVtHkQ4h+ysDA/24GBkaeFUKIk0WTDyH6IX92+DCqGxox1Aj53sGQo0fxd9t34ONN++2DhRAiQ/qk5oPxxePP5FxdcT7fuRn2EbOvdPfu3THbVzf2u7IfnvUEfG3Lr3ui9eis3Gpj9l/ztVmf4Ds2NI+MlQvEdy3uL/bLc76d7du3x2w3h0ln53PbjTUbboyJgVGEGYcPowwJ/P8bGvBNALVUF9eXPiyK8NdH2zCirQ3TGxqwMm8gBlLMEV/MCUtnYY0PbvMQjY9lM5Yuh2N1uPFzuIzhPCSsV2ANlxWzwn1GQ+/L0j5Zz4nbB5bOxnoOrDxRrE9y87fw2OD7tPIKhRKitejqfCldqV3sDZoOC618CNHPOJJI4B8A1CJCORL4LoDhxzl2WBThH1pbMaKtDbtzc/GD4aU40gcDFgkh+haafAjRD9kLHFvx+NMEZNGAgWkTkI6JR1kE7M7Nxb3DS9EQsPIjhBAnS590u3TnklJ3LpUxVhhiaxneXYJkN4qvnoCd1tyXWpy/n2l/8DJ7SChwK3Rz6FZcywXg2twm3J8cfptdW7yFkevCy9Nu3XlbJodmHzBgAFoB3N3ejgWHmjEKwD15SfxjXh725SQwtqAAf9fQiBERsDsnB/82ZgxaBw5IReRml4HbztbW6Uy3O/vcNnxtPhcv8Vvh8zl8d11dXcx2t0ezi2bEiBExe+jQoTGbxybb7DLgurtjl++bz8X4tsbzuTsrZ/eGC7eh5XaxUjlwu7mEvtf6krvCd63Q+8qUrpQunCha+RCiH7MvJweLCguwK5FAWRTh71tbUdXWfmzi0d6O3Tk5+KchJWgc2Cf/DxFC9FE0+RCin7MvJwf/mJeXmoB8u7U1NvGol6tFCJFlNPkQ4hRgX04C99Fy+EPFRZp4CCF6BK21diOWn87yAbMOg/367jZAhn22HNqbt/2xn4+3v3VlGHnLZnxbby3fd+i1LV+ra1tbTLmc9Qdczn3Gug63blxP1pPwd4e2teGm9zbGfjen+TAeHTce+5N5adf2hUjPNCR9qE/ZrZuVvp3Pzboc3q5eW1sbs1kr4T6DZWVlsTLWKvh0EoCtlbG0Tz5Ct5RbfeA+V9Z9WTorHktWaHg31DuHpOdj3W25ndWlO8lUX+L7fuh3+8LWWkYrH0L0c4pbW3HTexsxrLUV+/Ly8O9VVahPJjG0pQVf2rABRS2t9kmEEKILCZp83H///bjgggtQXFyM4uJifOITn8CvfvWrVHkURaiurkZFRQUKCgowffp0rF+/vssrLYQ4MYpbW/E/PqhJTTx+WHU6tg0ehEfPPJMmIP5EdEII0ZUETT7GjBmDu+++G6+99hpee+01XHbZZfjc5z6XmmAsXrwYS5YswdKlS7Fq1SqUl5djxowZaVtGhRDdT2cTj6Y/bRfdn8yLTUBuWP+2JiBCiKyRiDJ0Fg0bNgzf//73cfPNN6OiogLz5s3DnXfeCeCYbqCsrAz33HMP5syZc0Lna2pqQklJSSZV6lYy0T5YfnXWdLBPmf3R+/btO+612OfP++X53DxB5JTbvngJVpwH676tuAE+/ybHXrDCLVt+9BD9iRWyfuzYsd66cThuN5U4AIwaNeq417b86iMSCfzl62tRcvgwGvPz8eTFF+FAJ2HpBx8+3OlxfH7Xl261se+7fB9Aepvz9333bY0dDmG/ZcuWmM36Ax6rrs6D9Qc+XUxndbM0H3xvvhgXfC6+Nt8Xx5Thch6Lbpr7bdu2xcp8qRaAMO1SZ9cuLy9PfeZ3ImvR3nrrrZhthcBnfH/+QnUVoX9KuzN2R09rRhobG1FcXOw95qQ1H21tbXj88cdx8OBBfOITn0BNTQ1qa2sxc+bM1DHJZBLTpk3DypUrj3uelpYWNDU1xX6EECfPgPZ2XLv2DXPiAQAH/lTemJ+PksOHce3aN5B7gsnohBDiZAmefKxbtw6DBw9GMpnELbfcgqeffhrnnHNOSjXOivCysrI0RbnLokWLUFJSkvrh/xaFEGEczcnB6nFj0VBQ4J14dNAxAWkoKMDqcWPRpu23QohuJnir7Zlnnom1a9eioaEBTz75JGbPno0VK1akyjtbzvEtLy1YsAB33HFHym5qatIERIgMWV9RgT+WlZ3wROJAfj7+66OTNfEQQmSF4MlHXl4eTj/9dADA5MmTsWrVKvzgBz9I6Txqa2tjvuq6urq01RCXZDKZ5hPsSUL3bvviPljf5dgMHHuDfcqckt2nP7DSWFv5FqwYFa5/2tpbz+VWPhbG54+0crOwbzvUF+rz03OZlfuDYxJwXTifCvu7Q9N9uxMJS4eRSCRwFAD+5M8P8YUzlqbD0j74sHLvsLaBc7VYMSZYC+X2IcfdserN17L0Klb+JReutzXuLZ1GSEwRxtKu8LX5Wr48NKwfYR3BmDFjYvaGDRtitqXD8dGTGo5Mc7uEajr6ZG6XKIrQ0tKCyspKlJeXY/ny5amy1tZWrFixAlOnTs30MkIIIYToJwStfHzjG9/AlVdeibFjx2L//v14/PHH8dvf/hbPPvssEokE5s2bh4ULF6KqqgpVVVVYuHAhCgsLMWvWrO6qvxBCCCH6GEGTj127duHLX/4ydu7ciZKSElxwwQV49tlnMWPGDADA/Pnz0dzcjLlz56K+vh5TpkzBsmXL0paThRBCCHHqEjT5eOihh7zliUQC1dXVqK6uzqROGRGaq6M7/XpWLg+elLk5DQCgvr4+ZvviH7AflWMEsK+U98tbOTN8sRr4uwx/18qBwvj60IqlYN1HJn53hvuTdTZcN9b4lJaWeq/t1p19+lY9rTYO0SNYcTuY0D7xwRoAjkfDMSlYA8J1YV0Nx1Zxyy0dVKieyIqX4h7P17Kuzf1pxYXhcleHYT3f1jvVsn0xSVg3xf3VoT/sgHP3sJ1pPpYQMsntkunfsdD8WT2RG0a5XYQQQgiRVTT5EEIIIURW0eRDCCGEEFklOM5HbyBEd2Ed25W+M+u7HM+E43zw8QcPHozZ7O92r8d+U9aPWHvrrbqz39eN1eGrV2e2pS+wcI8PzeViaVv4+1YcERfuX/4ua0LcHBZA+njg77t1t2InWBoQ6z59fRQa58PC0lK45+Nxu3nz5pjN0ZS5nbiNuQ+4j9yxbeVyYaycRoxPG2W1Od+nFdeDz8caMNfONMeJ1U6+nDZcxs8Y9xcHqOT8VyF1z6Y+MNNzdWeemO5CKx9CCCGEyCqafAghhBAiq2jyIYQQQois0ic1H91JJjEnLJ8u5zTha7Fug/2wPi0FHzt8+HDvuUN9wj7dhhVzwPIBW3EjQvyZVjwDJjRGhYsVr4T1CRxrhfUHjE93wXlkeGxZdc3Ef52pf9nSUXGbu9qnDz74IFbGcT14nHMbcxwPjq3iq5tVT+4vSwtl6ap88PPLuZksLZSVC8atS6YxIizdlC/vkJVzip8pjvuxZcuWmG1pQLKpncjk2l1d7z6Z20UIIYQQIgRNPoQQQgiRVTT5EEIIIURW6Xeaj0zi6WeKpR9gvzzXlXUb1t5993zs2+b98E1NTd5rh8ZmcP20lj/Z8k9aGg+fhsSKvWD50UPr5p6Py/hcnHekrKzMezzji49gxfWwdDSZ+OlDY6lYY4uvxfFtXJ0H+/BZVzF06NCYPXLkyJjNuUJCcvdY9x3qK+f3gS8XFLcRvys4l1Oopov1Se73Q+N6WO1iaX7ca7Pmg8cWv/dOO+20mP3mm2/G7Lq6upjteyeH5Bw6GXzvuf4Y14PRyocQQgghsoomH0IIIYTIKn3S7RKSijh0m1gmW5gs94G1xczaHse42+N4yxnDy5cWVjuGLE9arozQPgi5duiSsJXu2y233Czcvxz6mV1jIeOFz831DCVkaT3TNudxzi5B3k67ffv21GduMw6PzlvMOfx2JqH8M31XhLr4XJcAP7/WtnwuZ/cU277vW9u0Q10A1vhwr229t3g8sNtt9OjRMXvjxo0xO2S7c3enpe9JV0pXhpU/UbTyIYQQQoisosmHECKrJHDiIk8AGJCbZx8khOhTaPIhhMgaw3NOxwX5n0NeovCEjh+UNwS3zfxnTJp4RTfXTAiRTfqk5oNxfYZdrfEI2SZmaTrYr2ptveVtZOz/dI+3fLjW1jurXdgv69qh21mt8OqWL9y910zqDdjt4guZzWWsXeDx4NsqDYRpPrjNLM1HaB/wePIdy/B9dbR5Arkoyz0X+YkinJn351hT/zRa2g9g06ZNseN37twJACguKMX10/4awwaXY9rZn8em+rWoGOMPj85h57mPrBDoXRni2jpXyFZda1u+Lzw6YIfy5626IVvKQ7fict18W22ttBD8Xdb4VFZWxuy1a9fG7MbGxuPWtbs1Hr0JhVcXQvRbIrRhY9vzONTWiMLcEnxk6OeRzBnc6bHFBaX4H9O+hWGDy9FwqA7//dr3cbQ9M1GtEKL3oMmHECJrHMEhrKl/OjYBGZQ3JHaMO/HYd6AWT6xajP2H63umwkKIbkGTDyFEVmlpPxCbgFx97q2pCcigvCGxicfDK76tiYcQ/ZA+qfnw+a9DQzlnurfa9Rmzv9nai8/XZl85n8/np7fiAPjSs3dWFysNtk9nY4U4z9SX6tbF2qdv6VFC05776m7pMHbv3h2zJ0yYELO5/xn3XiytihXy3MKn+bBCu/O1WE+wa9cuALuwZ88DuLzyf6I4fziuPOsW/HT1fbjyglswbFAZGg7V4cer/wnRgFZUVVWlvstxHLjNuM19sTM6q7tPf8BYY8UK3R6S0sBKtWBpWTgexv79+2M2h1f3nct6vq3n13ofuO3G70x+z/F3WdvCsXVYI7Rnz57jXtt6r4XqBfsKivMhhOjXHDrShOdrHsK+g7swbFAZ/scnv52aeMjVIkT/RpMPIUSPcehIE366+r7Y73657v/VxEOIfo4mH0KIHqNwYDE+N2lu7HefPv//QVH+0ON8QwjRH+iTmo8LLrggZrt7u9m3yX469m3W1tbG7I4YAx34cnsAwKBBgzqtR2ff5WuzP5PrasUB8Wk+QjUelkbAdz7Lbx7i2+4Mn5bC8kdbmhCr7j6NB/cP9yefmzUfHGOgsDAeeMunV7DiHbBeiOvGhPSZ1Z/cxpzzZt++fQCAwckhuOrCr6CkYAT2HdyFn66+D5+bNBfDBpVh1se/gedrHsKhI00YMmTIca9laV+OF3OkA8u/7Yspw4Tqx6zYKm4562b43WK9O6x8OtxnIZouJiQvVGe2e36+T0vzwW04alQ8LsywYcO813afWUvjYdGVuVoyzSPUG9HKhxAi6wxODsHnL5yXmnj858v/iG373sN/vvyP2N+yD0XJYbi88n+icKA/YaIQom+S0eRj0aJFSCQSmDdvXup3URShuroaFRUVKCgowPTp07F+/fpM6ymE6Ce4E4/G5t34z5f/EU3Nx1ZDmpr34fmah2ITkGTOIOOMQoi+xklPPlatWoUHHnggzQWyePFiLFmyBEuXLsWqVatQXl6OGTNmpG3tEkKceiRzBscmHk+/cW9q4tFBxy6YjgnIhUWf1QREiH7GSWk+Dhw4gBtvvBEPPvggvvvd76Z+H0UR7r33Xtx111249tprAQCPPPIIysrK8Nhjj2HOnDldUulPf/rTMdv1b7NPkH2lDPujeZXmzTffjNkHDx6M2cXFHy4Lsz+R/agNDQ0xu74+rujnulvxE3x+2dAcNlaMAp9ftitzWJxIuc8n7PPhAnZdLU2IL6aM1cbsZ+f+HzlyZMxmv72rL7LiVbDmg/VG/FxY/e/etxUDhrUrqWsn8vCR4s+jMLcEDYd24/+u+WccaKlP00p1PFO/3/N/ccnI6zFo4BBcUHQ1Xmv4b0Tw6w24T0L1CVZuoJDvhvrdWZfhvpv4PWXpxRjWF/H5GLdP+ZnINFaS1W6+eDaW1oX7i/VCo0ePjtmsEQzJcRKa8yaTvEH9kZNa+bj11ltx1VVX4Yor4pkma2pqUFtbi5kzZ6Z+l0wmMW3aNKxcubLTc7W0tKCpqSn2I4ToX9QVVeGNMVehpuVt1B/alZp4HI8jAwfj7dOvxrMtq3GorQFbm9eiHWGB0oQQvZfglY/HH38ca9aswapVq9LKOnaOlJWVxX5fVlaGzZs3d3q+RYsW4dvf/nZoNYQQfYT2RC52DjkPLQOL8fyI04Dnf4B2Y+Kx+bTP40iyBFtHnINXtz8JRK3HPV4I0fcIWvnYunUrbr/9djz66KPIz88/7nGdLasdb8lpwYIFaGxsTP1s3bo1pEpCiF5OTtSGs3b8Gskj+9EysAgtl96CqGBIp8dGBUNSE4+BLY0Y//5PNPEQoh8StPKxevVq1NXVYdKkSanftbW14cUXX8TSpUuxYcMGAMdWQNz91XV1dWmrIR0kk8k0v5sFx+93XTUct4PdOOyP5vwal156qffa7733Xsx2fYrss7f0B+y/7Ih/cLxyxt3Tzue29sNbhPgzrVwNXb0n3Xe+UB9+iL6Ej7f8zXxuK9fL6aefHrN9ug6e/FttzM+MpRHgeAluH1u6GPbTH9OXHEZlzU/xwYSr0Tp4OI5+8lbghR8g0dyQeoba80uw/6P/E+3JEgxsbUTlpp8ir70ZbW0f6ldC47pYWGPVPb+VHyfUx891Zx2O+z5grZkV34TPxd8PiXdjXct6Dix87xYrR5XV/zzux4wZE7NdzR4Qz3kT2p+hMWR8z2BorBTr+yHHZ0tvEjRKLr/8cqxbtw5r165N/UyePBk33ngj1q5di4kTJ6K8vBzLly9Pfae1tRUrVqzA1KlTu7zyQoi+Q97Rg5i46WfAgd3A4BHAZbenVkBSE4/CYccmHjU/Rd6Rg/4TCiH6LEErH0VFRTjvvPNivxs0aBBKS0tTv583bx4WLlyIqqoqVFVVYeHChSgsLMSsWbO6rtZCiD5J3tGDwAs/AC67PTUBObr+KRw8/zq0Fw5DzqF9qNz6c008hOjndHl49fnz56O5uRlz585FfX09pkyZgmXLlqVtpxNCnJokmhsQOROQ/VOObcHPObQPRaseQl7p4B6uoRCiu8l48vHb3/42ZicSCVRXV6O6ujrTUx+Xl156KWa7e9j37t0bK2PNB/vKOdbC5MmTYzav9Bw4cCBmjxgxIvWZdS3s0/Pt4weQFojNimHhkmn+BcsfmUl+lkx1F75rW3vrrWuH6lF8cT6suCzcpps2bYrZlZWVMfuss86K2a4GJDTnBeuqrDggfH73XjnGBMev4WeEx/XgwYMBHEXbmz/GoakfJpUbvvEXSA5oS2snn96E4ftkjYjV/75nNhN9UGfl3Gfcbq7N7wrr+bbySDHcDr77tt4dVpuG6MmsOB8MP4Osm+J3NP9TzPFQfITeJ49Fxr1v6z1mPQeh9ERcEeV2EUJknfb8EjRf+IXY7/ZWfQZH87RCKsSpgCYfQois0p5fgkMf//8hGlSKxMG9GPnmfyK3uR5tBUNRd94sHBkot4sQ/R1NPoQQWaMtWRybeBS+8gCS+7dj5FuPpSYgmyZeowmIEP2cLhecZoPVq1fHbJ+/in2d7FflXC6cn4X3hR/zV3+Im2+jpKQkVsb+SY4xwvoTLmc/r08DYvmXQ2MOhOQpyEQ30RmhdQ3BapcQf3aovsTSgPzhD3+I2e7YAoAzzjgj9Xno0KHec/G4Z30BH8/PhS+2A/vFWWfF991xH0cGDsb2M69DlD8Eea1NqKpdhrwxH2qmhu14Fu+NvQqtyRJsPu3zOG3zz5B39GDsfNyG3OZcbysGCeMbH3xf1rn4eWWbdRncB+7zz9ey9CNsWxoBLndta1yH6sFCYlBYWgduF6tPOK4Hv3N9Oaus+2R9CdeV+5/H5vHqAaTfV0gups6OZ3x/S0JjhpwoWvkQQnQ7HROPox0Tj62/OLbt1iHv6MFjv29tQmteMd4ffzVaByibrRD9EU0+hBDdSnsiFzvO/CsczR+CAYcbOp14dJB39OCxFY/UBOQzaE8c/z9EIUTfpE+6Xdgd4W4b5O1M1lIYhx3m3DKckpmXs9zv87Iab/tjNwvX1VreDAn1nWnaeuv40DDWmZwrEzdLV7eDz+1ihZm3lu35Pn/2s5/F7I997GOpz+ecc06sjN2BPK55iZ+fIT6enxu3bjxuOa0Ab1/Mz8/HwNYPsGXAmbj4wEoMGlIA4MOw1+wiKIoiFO37Ld4c/imMPfQuigo/fG5823A7K2ebl6etbZ/u+UPPbaU84D5hdxYf78Lh07k/LaxlfZfQZfhQt6rvObFcHexe5HZhVziHW2fXptvflnvJcmXx3w5+bth2XUBcxv3DY4VDSlguPx+ZvNtD6JOTDyFE32L04U0oP7wFuWgHPL7uDvLbmzGp7tfIRRtOfuophOityO0ihMgKuYHTiFx0bSAlIUTvQZMPIYQQQmSVPul2YX+0L707Y/npOa09+9L4eDctOvu+hw8fHrPZ32ilRWefsW9rp+WXDd0OG7K9qjtTap9I3U607ESubZ2vK1NPsx+Xffxu6H4AeOedd1Kff/e738XK2EfM3x03blzM5i2H/Exx+HV3LLKmwwppzs8M36dvyyFjjQVuUz7e8qVzXX1aCuv5tDQdnNqBj/fVk+vFbWqFlbe2LPsI3WKeybvJep6tLahWiHPf3xKrzfj9XVpaGrPdrfGd2b6/B6xF4eextrY2Zq9atSpmr127Nmbz2OLx4t5rqH7wZNHKhxBCCCGyiiYfQgghhMgqmnwIIYQQIqv0Sc2H5bf1YWkZON4B2/x9VxPCYabZr86+cQ6Rzeme2SfM4Zd9hOomQkPo+sIQW7YV+tfyIYeciwmtqy/sdKiOxrovTj3P9zZhwoTU56qqqljZjh07YjanuWefMfubuZzvzfWN831YMQWsuA9WudtO1ji20pbzu4J94RwnwtffrLvg/mO9GF/L0iu47cjvIStug+W3D9FdWHE8QmPpWM+Nr7/5vvkZYh2GhS82Cz8jrA9xn0cA+Iu/+IuYffrpp8ds1hPyM7tnz57j1pP/VkyfPt1bzmONr8Xttn379tTn0PhEJ4tWPoQQQgiRVTT5EEIIIURW0eRDCCGEEFmlT2o+GF+cgNA4DpwrwLf3Hojvl2afXnl5ecxmHyLHAWF/JteFfY4uoT5eay9+iJ+2K/f1n8j5fMeG5MM5kbr4UlVb8Uwy1Tqw/uD9999PfWZtw2mnnRazP/KRj8RsTh1utROPRdfPm2n+FCs/C+Pro0xjzDBcF/cZZE0H++hZk2XFGGHYl+72v6UPYTLtk67M3WTVjY9362rFPmKNh5Va3hp77vn4XGeffXbMvv7662M255H5/e9/H7PXrVsXs1mX5daF9YHDhg2L2ZMmTYrZrPm48sorY7YbIwgAPvjgg5jtjl0ex12l8WC08iGEEEKIrKLJhxBCCCGyiiYfQgghhMgqfVLz4dt3HBIjojNYZ8H76/n8ruaD9/XzudgnyBoOjuvhyzvQ3YT4fC29SE9i6Ucs37hPl2HpDdjHz9dmXyp/n+PEXHzxxanP7APmXC58LtYusa/bis3hns/SD1h+eiaTmDNWf/J9cpt3+LfzEm1ojXKxa9euWLn7TLrPd35uhAMt/lwfnJ+D25j7hO0QfRFjaR1CYtSE6qS6UvPF8WcGDx4cs1lHZz3v3Mb8znb7cOzYsbGyq666KmaPGjUqZv/7v/97zH7llVdiNv894BxJ7r2wvmjTpk0xu6amJmaff/75MfuKK66I2TNnzozZTz75ZMx28w7x37zuQisfQohTmr8YuQv3X/Amhue12AcDGD04wks3tmP2+faxQojO0eRDCHHKkpdow3WjdmB0wWEsPmc9yvL9yv7RgyM885ftOG0IMG8ykN8n146F6Hk0+RBCnLK0Rrm4851zsONwEhX5LXjw0h3HnYB0TDwqS4CaRuAzPwYOd88uRCH6PX1y3s7aid27d6c+s2/TFxujM3x77QE7B4YL+x957zafmzUCbPv0CaH78i1feSaaj0wJOZ91LPc/9x/DfeI7P7cR9y/3v5UniP3XFRUVMdv1EXO9OGaApWWxdBXcbq5txSdhrLHEugxfDAq+tqu56uxafG6OYbB582ZsBnDjtiF45LI9GDf4KO7/+BZ89qlc7DiQSI2H0UXAMzcMODbxaACufjKBA7nFcF9FlsaD/fhWrhdfXBBLLxQa7yJEZ2Mda2k8rBgj7n1zG3C8Gn7m+L65D1hXx5oP93qsozjzzDNj9jPPPBOzX3zxxZhtxXXicredrPvkcb9q1aqYvXXr1ph94YUXxmzWm7jn52tzzrKuQisfQohTntrmXMx+YThqGoHKEuCZa9tQMfjYH9XRRcCzN+SicsiHE4/tB04+CJcQInDyUV1djUQiEftxo3hGUYTq6mpUVFSgoKAA06dPx/r167u80kII0dXUNufis0/lxiYgUyqOTTwmDklo4iFEFxK88nHuuedi586dqR83ZOzixYuxZMkSLF26FKtWrUJ5eTlmzJiRttwohBC9kR0HErEJyAs3DsDEIQl80BBp4iFEFxKs+RgwYEBazhLg2KrHvffei7vuugvXXnstAOCRRx5BWVkZHnvsMcyZMyfz2v6JiRMnxmzXj2v5URlLM8ATJ46n4PrOhgwZctwyIN1vx/u+OU4A+zvZn2nlxHCx7jN0L3/Id0PLLVyfseVPZqycCawJYS2F6zPma5WVlcVsHjusJ2FdBY8tjiPg9r+lD7B8/qGxF9y6sx/dgu/bsrnubjtxm3FduE/Yr87P5MiRI9PqexTAN1a14kdXfJi75RurSnF0UBJljqyD24zvg/UFXG49vz6ti+/YzupmPXO+WC2h+bEyzeXk629+fvmdyXXld6wbzwJIf27cOCL8d2bDhg0xmzUe/P7nuvK7hceD71getzy2WKcxYcKEmH3o0KGYzXFCXD1apvmRTpTgq7z33nuoqKhAZWUlbrjhhlSCmpqaGtTW1saCmSSTSUybNg0rV6487vlaWlrQ1NQU+xFCiJ6ivKAN93w8/nJf/PFGlBee+GRfCOEnaPIxZcoU/PCHP8Svf/1rPPjgg6itrcXUqVOxd+9e1NbWAkj/76+srCxV1hmLFi1CSUlJ6oejygkhRLYoL2j7066XNmw5kIsblg/Dlv25GFfUhh9etlcTECG6iKDJx5VXXom//Mu/xPnnn48rrrgCv/jFLwAcc6900Nnynm/ZbcGCBWhsbEz98BYhIYTIBiOSrbGJx+wXhuP1PXn48gt/moAM1gREiK4iozgfgwYNwvnnn4/33nsP11xzDQCgtrY25quuq6tLWw1xSSaTab4xC/bFdbh+gHQ/Kvv8fHlhOoN9/uyXd2MxcFyG0tLSmM3+Ra4L192KveD68ULjfDCh+RpcO9MYI5nk47F82bwfnn2+fC3223IfumOV+4PzTlj3xeOe4wCwH9cdP5bv29IfhORyAeLtaOWoYViHZY0X3/nYF27Ft2BGjx4dszt86UNzD+HOkS9i5MA27DicxII/no2Bw5MoytmHgwD++g+DcP+ULcdWQD61Bzc+NxTv1sbjtrDLOEST1Rkh8VS4T6zYKSG6DKselibEyrfi03zwO5PHOfc3P+9Wri7feOI25FwtrOni55XHPT9zbLv3wvfBNud9mjx5csyeNGlSzF6zZk3M3rdvX8x23w+ZjtsTJSNlSUtLC9555x2MGjUKlZWVKC8vx/Lly1Plra2tWLFiBaZOnZpxRYUQojv4cOJxEDsOJ/G1t87G7tb45G7X4YG48bmh2LI/B+OK2vFfV9SjYlDvSaAoRF8jaPLxd3/3d1ixYgVqamrwhz/8AX/1V3+FpqYmzJ49G4lEAvPmzcPChQvx9NNP46233sJXvvIVFBYWYtasWd1VfyGEOGkGJtow/08Tj7ojgzqdeHRQeyg3NgF58rOtyM/VBESIkyHI7bJt2zZ88YtfxJ49ezBixAh8/OMfxyuvvILx48cDAObPn4/m5mbMnTsX9fX1mDJlCpYtW5a2TShT6urqjlvGbhFeMuStd7wsx8tbvCTI9+Ju1Rw3blysjJfGeZnNWhrlZX1eYvSlvWZCt8uFbH8N3VqbaXrwkHTfXM594Ibm78xmV5obQpu3r/FSJt8nL/Gyzfe5Z8+emO0uQVvuQ3YBsBvG2qLqC+3N7iVrCzmPW2tLItfNvRcO9cz3zddiNxvbR48exb83FeNLE47gttcq8Pa2HbFyt0+bm5uxHcDltcCvbhiAJa8cwa59H7Yrjz1ra7w1VkNcm9a5MnWdhBxrhfZnfKH8+bscwp7b1HK7Wy7Cjr9lQLqLZuPGjcetJ5DuhuFyrosvFQC3MbtwTjvttJjNW8Z5GzBvreW/c3z+bBA0+Xj88ce95YlEAtXV1aiurs6kTkIIkTWe2TYUv95Rgpb2E5sUb98PfOzhozjUGpbjRgjxIcrtIoQ45TnRiUcHymYrRGZo8iGEEEKIrJLRVtue4ve//33Mdn3GVVVVsTIOn81btdj3xb5y9hGyb809P+tBWBPAPkT2w7M/k232y7s21zM0zbV1vG8rZmg45UzDq7t6hFA9ibWducTNkY70rZnuWGM/KutFuM14e9zQoUNjNvfhrl27YrY7XvjcPJb4XHxta6suPxeuPoXbiNMt8DPEfcKaEda+MG67WttZebsjt4O7LR9I30ofsr2V681jifskJKQ5Exoenck0PLsP6/ln7QP3GY9F9/nmNub3OX+Xr8XwOOd2u+iii1Kf3bQdQPpYYW2SpfmxtrO7fy+4jLWMrC95+eWXY7alL+G/Re699Nrw6kIIIYQQmaDJhxBCCCGyiiYfQgghhMgqfVLzwf4q13fO/mjWaLAvjGEfIscFYZ8yXy8E9glybAUrlLR7vOXjYzKNzZFJOHcrfK8Vc8L164b60a3YKZyK+oILLjhuPa34BeyX5ftgHzDvtWfNEMeocLH6g8cH6y584dT5/FxPPpb96lb6BKvubjuzDorD37txGoD0sbZt27aYvWnTppjNbe5qZXjscFwX1gSEhn73xQGxxk6IRguwUxy437f6x7pPfodyG/P4cM/HMWFY+8Dl/M7kurBmhM93+umnpz5zNnarTa12sHRV7jN51llnxco44eoLL7wQs1mfwnoyvjaPJ7euIbqnTNDKhxBCCCGyiiYfQgghhMgqmnwIIYQQIqv0Sc0Hx7V3fZLsF2c/reW3Y382x+7geAmuj5FjClgxCNjXyXEBuO4+nyL7bK095pbP18oN4dYl1Bdq7Ydnf6QvhXuofoSP52vv3LkzZm/fvj1muz5m7k+OMcNp7FkDwralu3HbxcoLxPflyyPRme2LI8LxDdiHz/lweJyHjkX3eH7G+L75+WRfN+sP+F64v93nn/VjDLcxX5vbmP303I4u1jOUqZ8+JPaOpQFh3YVPX9DZ8e69jBkzJlbGGg9uY4bfoTwW+f3u9hG/C/g+rHg2PNasGCN/9md/lvr8v/7X/4qVcV1eeumlmM39xWPLyivmq1d3oZUPIYQQQmQVTT6EEEIIkVU0+RBCCCFEVumTmg/20+3Zsyf1+f3334+V8d77M844I2aXlZXFbI4bYMXa2LFjR+qzz0cPpPuj2X/NsL/SF3vDiiHAWPlULP3B8epxIrZ1X4zPX2lpU6y8E3w8j5d169bFbHcvvtV/rOHhWBvsM7Y0Au69hsZp4XFs6ZN4PLnHc5wdbkOOMWBpethm3P53n3UgXVfDdeE4PNzm7vMLpPe/244cG4X1BxxDgq9VV1cXs3k8+OJ8cEwIyy9v6Wgs3PNbMUIY7m+ue8h4GDVqVKyM24jfDZb2yXomN27cmPq8detW77X5GeO/S5bOgjVi119/ferzJz7xiVjZj370o5jN8W5YExIa/8i1rVhYXYVWPoQQQgiRVTT5EEIIIURW0eRDCCGEEFmlT2o+2L/l7mnmvfLsd2U/7fDhw73l/P0NGzbE7N27d6c+c/x91pfwHnP2L7O/mv30HFfC9c2xjsKnF+jMtrQRPl2GFZeDbSsPDR/vi2lh6WzY18l9wDoLbkeOxeH2Gd8H+3hD/a6hugwflgbI6gNf3AiuB/v0uc2s3C98Pv6+m4+FNR58bs63YuUVYTsk3gX73Xns8Ll5fDDcZ+61Q7VNFtbYDPmulU+F79uKA+LmW2H90JYtW2I2t4MVB4TrwuPnj3/8Y+ozx4ziep977rkxm+9jzZo1MduKIeX+rXn66adjZT/+8Y9jNteNxzmX87WtGFLZQCsfQgghhMgqmnwIIYQQIqto8iGEEEKIrNInNR+819/n7+QY92vXro3Z7ENmP9zevXtjtut/BuIaAo4RwnB8BPbDMeyX4zghbt19+REA29fJWJoQt5yvZWkTutJfbcWM4DZkeN+/Zbt1t/b9h+psLI2He7wVe4Hv24opYeHTkPB9sGbD1UUB6c8YPwccX2HTpk2pzzxuuc34eef75Lgf/Mxyf7u+c9aasX6Ixx7rDThOCD+z3EfuvVk6KCYkTo/1fStvjBW3h+vC+gRuR9bKubz22msxm/v/ggsuiNmsy+E257q5Y5H7k+NynHXWWTGb/zZw3XhsufoSAPiP//iP1Gf+u1RTUxOzrfxYlkaI62bFLOoOtPIhhBBCiKyiyYcQQgghsoomH0IIIYTIKn1S8+HzZ7Kfjn1jvP/57bff9p7bit3g7kNnfQj7J9nvFhr/wKfTsPyu3C58X5Zf1xfvgP2FoTFEmJBYC5Yvk9uMj+dz+3KaAP58OtZ9Wn579gkzPv2KlU/H0hdxu/D33XIrrgvfV21tbcxmDQg/N5wDxe3DUE0Px4mYOHGit5z7wH0/bN++PVbGGi7L787ahkzzr4Tg60+rLtYzYuko+Nr8nmNdxrhx41KfeSxwriU+F+syuH/5eG4Ht5xz9bAWhTUeXDc+N2t6+Pvuc8AxYviZ4rHE7yl+Trg89J3cHQSvfGzfvh1f+tKXUFpaisLCQlx00UVYvXp1qjyKIlRXV6OiogIFBQWYPn061q9f36WVFkIIIUTfJWjyUV9fj0suuQQDBw7Er371K7z99tv453/+51hUucWLF2PJkiVYunQpVq1ahfLycsyYMSNNAS+EEEKIU5Mgt8s999yDsWPH4uGHH079bsKECanPURTh3nvvxV133YVrr70WAPDII4+grKwMjz32GObMmdMllfYtZ1tL/iFpy4H0bWG85OjavLzspmc+kWvx8qOV5ty9t9CQx7xsZy35+5ZerS2njLUEbF3bPT9f21pO5mV6q799W5T5Pn1h4DsrZ6zvu0unXGYts1rnttKcu+0Q+ozx8Rwim12hvjQDllvV6k8+nl0+fG132Z7bkLdD8jPEqRl47PG98PndPrTu09p6Hbq93f2+1b/WlmHrXTRy5MiY7W7FZlcG9xePJS4vLy+P2Xwv7JZ1+4zrzf37zjvvxGx2w3H/8lZr3vbtlnPqDX5GuH/5Pqzx4HMnZ4ugKz7zzDOYPHkyrrvuOowcORIXX3wxHnzwwVR5TU0NamtrMXPmzNTvkskkpk2bhpUrV3ZdrYUQQgjRZwmafHzwwQe4//77UVVVhV//+te45ZZb8Dd/8zf44Q9/CODD//zLyspi3ysrK0tbFeigpaUFTU1NsR8hhBBC9F+C3C7t7e2YPHkyFi5cCAC4+OKLsX79etx///246aabUsd1tkR4vGW+RYsW4dvf/nZovYUQQgjRRwmafIwaNQrnnHNO7Hdnn302nnzySQAf+tdqa2sxatSo1DF1dXVpqyEdLFiwAHfccUfKbmpqSktNz4RoPqxtYpYP2fJvut/n0M6+cMmAvfWW8YVztvQhbPN9cV2tbX9u3UO2xnZWV8vf6NvayWWMlfacr83b63bs2BGzfSGvrTT21n2GtDljhUu2ttZZW3XdewvRCwDpugtL++JrJ+v5ZptXUvkZ4hVZ3uLoagbGjBkTK2MfPo8VPhfrhxi+b187h7ZD6PZ3ty5cL0tHw8dbWhd+37vvWNZw8Li2tmmfdtpp8MFb0N13OGs8+L6tZ4z7n/8GDh8+PGa772Drb4MVOsHqX0sblw2C3C6XXHIJNmzYEPvdu+++i/HjxwMAKisrUV5ejuXLl6fKW1tbsWLFCkydOrXTcyaTSRQXF8d+hBBCCNF/CVr5+Nu//VtMnToVCxcuxPXXX49XX30VDzzwAB544AEAx2ZX8+bNw8KFC1FVVYWqqiosXLgQhYWFmDVrVrfcgBBCCCH6FkGTj49+9KN4+umnsWDBAnznO99BZWUl7r33Xtx4442pY+bPn4/m5mbMnTsX9fX1mDJlCpYtW5aWyVIIIYQQpybB4dU/85nP4DOf+cxxyxOJBKqrq1FdXZ1JvbqM0JgSobEbXN+bFWvDCktt7d33+emsc7HGg32E1p52n8/QildgaQSsMOW+eBlcb/4u++V5Lz5rAFi3wz5ht67WWGKfME/AuQ+sEOjuvVljg9vBCr/PfeDz01uaDY5RYOkNrHZ024mvbdWFz802tzn76d0Q2NyfbnBFID1exa5du7zn5vOFxPEJbUMmJLS7T2vW2Xd57PAzys8Bt+O+fftSnzmWCsPvKW5zHot8L1xXV3fBY4M1PXwuvpbVR6xXcQNxssaDxwrft/UcWJqOXq/5EEIIIYTIFE0+hBBCCJFVNPkQQgghRFYJ1nz0BkI1BSHH+vJpAEhLkOceb+VuseoSss+f68bHsk+wsLAwZrOvk8s57gfj1tVKxx6ah8JK0e7C98n3xXEerPwLDOsy3HwMlmYjtH9D4mdwvUPz47C/mrUxfH7XB83aBT4356HgNs8kyaR1n3xfnD+D74v7zBc/gVOg89jiNmRtA/cvX9uK1XCiZSeDL58Ot6kVz4Y1Hvz9ioqKmM3jYfPmzanPHLfD0pvw8awZ4T5y41EBwNatW4977j179sRsbgd+Z/K7iWPKcDu57y4rL5T1NzD0fdATaOVDCCGEEFlFkw8hhBBCZBVNPoQQQgiRVfqk5sOHlWfEymHBsO/Ml5/Fir3APkJr7z7D33d9xL4yIH3fOOcpYPh4jn/h07qE5jCxvu/TlITEiOjsWtyf7FNmv6yrjeF9/VasDdY+cDtY2hk3VosVW4XPxVoYjq3A5+N2cX3l1n1xuZU3iOvGfea2gxVLh336Q4cOjdmsAeFr+eLb8LVZT8DPCOcVYu0Dw+3k9mHouyI0rgO/P9z3A8cI4v6yYgpxn3A8FNbSuCk8eGz5cg51Vhcu57pwvh5X88H3we9EK1YSv2P5eLbddrViH2Wq2cg0TkxXoJUPIYQQQmQVTT6EEEIIkVU0+RBCCCFEVumTmg/Lz+fDiilhncvSM/iOteI6sJ89pC6WXoBjCnBcD/ZvcowC9ke7/s9MtS6Wf5PLXX1DqI7G0gDx8ey3de+N28S6Fvt4Ldg/7daFz2XFXigtLY3Zo0ePjtmcZ4IpKytLfeb4FpZmh33l3C487hm3za2xwjFI+L4sTY+vHa2xw/fB8U6sHCkh1840V4cV98V9H3CZlTeI72PEiBExm8fDli1bYjb3YQjDhg3z2tzfrH1y+5D7l/VC3L++9xRgv6N9OYxC8nx1Znd1XJiuQCsfQgghhMgqmnwIIYQQIqto8iGEEEKIrNInNR8+f2amvi5r/7PP78u+T/Yvsu6CYX0BX4t9pb74B3wfVtwO1hdwjALWGOzevTv12dojbuU4yYTQmCEWVnwU12Yfv5WzhuHjuf+Li4tjttuOrBdg/Qn76dn3PWHChJjNmhC+N1cDwG3EeiErtgLfF/vOWafhy+1j6Wo4TgTbPM6tmCMu1rjm54L7yHdfnX0/E6z4KKwBc23uT6tefDyPRTd3CwBs3779uHW1nl/fOxGw+4h1HL74RXwsa584Rw2PJa4Ln98Xt8nSFzG9UePBaOVDCCGEEFlFkw8hhBBCZBVNPoQQQgiRVfqk5sPnWw31dWWqEXG/zz4+9ssz7DtlnyJ/n33j7EP2nZvPxfoT9tuzn5br5vpa2fdp7Tm3/JeWzsbtIyt2inVtKx8Lt5NbHqrxYFhvwHlIuE98cE4SK28M+5QnTpwYs9mX7vrlOacNX5vHTnl5eczmscj3zdqXurq61GcrTwxj5Zmx4qP4crtYY8caHyGxOELHlhWLg8ceaz7c463nk/uf+5dzt+zZsydm+7Rw1vPM32U9yc6dO2M253Lh95qrfXJ1bQBQUVHhrdvGjRtjdqgmzNV8hI5rq5z1Jb1BE6KVDyGEEEJkFU0+hBBCCJFV+qTbJZN0wqGpia1wzr5w22yHLl9aWxh9dedzW0vEHNLYCkPNabFdeDujFWa4K7H612oHK0SyW26Fw7e29bFtue3c8cDXZlcHu0327dsXs99///2YzWOVt5i6IbB52dxadrdSrLObhV0A7vG8jM4uIKs/rdDvvpTtPHZ4bIS6Gy2Xr28rfeh2V6uNuY/c8/NY87l7Ozue3Rch7ggeS1ao/k2bNsVs3sbLLj5uh3HjxqU+89bZM844I2ZPnjw5Zq9YsSJmv/322zGbnym+N/c5ssZWf0ArH0IIIYTIKpp8CCGEECKraPIhhBBCiKzSJzUfvL3K9Rlaaaq5nG32P/pC4AJx36jlp7NCBbOP0XefgN8fzVhbrdhvz9firXmuD9lNtw6k+3g5lLuVWt4Kkexi+cJDt1Jbaa992x95rBUVFcVs9jcz3C6s4/D5fbl/LH0Bayd4GzePF7cPLW0K19sKO816Ay53z8fX4v7ibd+sL+Dvh2opXKzn2dKAWGMzZEs5jz2fbgawx5arreB3A2s+uL9Ct0P7xqr1vFoaHtY6WSEG3G3hrIviNp06dWrM5ued67Ju3bqY7Qt5z/UM3aYdGoKgJ9DKhxBCCCGyStDkY8KECUgkEmk/t956K4Bjs6nq6mpUVFSgoKAA06dPx/r167ul4kIIIYTomwRNPlatWoWdO3emfpYvXw4AuO666wAAixcvxpIlS7B06VKsWrUK5eXlmDFjRtqyqxBCCCFOXYI0HyNGjIjZd999N0477TRMmzYNURTh3nvvxV133YVrr70WAPDII4+grKwMjz32GObMmdNllR4+fHjMdv2dVmwNhv14HM+C41+wX97nO2N/pGVb6eF9IbItH19ojAKO1cG4GgP2o7Pv00otzj5lS5/i3relDwlNe2754X0xCKxYCuwD5nPz930h8UPHNfv4+dpWDBo3JgnfhzW2WIfBdWHNANfFfeZYu2CFvGa9EZ/bGh8+zUGoH90amz4sfRFrfoqLi2M2jy0rdodvrIW+p7h/rXL3epYGh9uQ39/8jy/fC7973HbkZ2jHjh0xm8fW+PHjvTZ7AbjN3T7i+7K0SvxM9gVOWvPR2tqKRx99FDfffDMSiQRqampQW1uLmTNnpo5JJpOYNm0aVq5cedzztLS0oKmpKfYjhBBCiP7LSU8+fvKTn6ChoQFf+cpXAAC1tbUA0nc+lJWVpco6Y9GiRSgpKUn9jB079mSrJIQQQog+wElPPh566CFceeWV5rJnFEXe5cUFCxagsbEx9bN169aTrZIQQggh+gAnFedj8+bNeO655/DUU0+lftexP7q2thajRo1K/b6uri5tNcQlmUym+YAtLrroopjt+gx5lYXzUFi5HNgnaOUScL/f1XlFQnQbVswBq26W35Y1IO712M/KNvubrXLe485+WZ/ewWpTSysRogHherPf3fLLsn7Bl18DiPuYLe0C14XL+drsU/b9w+CmuAfs/uGxZT1TbLt+e/aTc5uxHoyfC/bTW3UJiTHDhMZa8Nmsi+D+Y40HP2OW1oG1bCG6C+u9xv1v6Wrcscj14u/66g0Ae/fujdn8bvH1Cbcp/2155513YvaECRNithszBAAmTpwYs7dt2xazfVo2xho71vuhO/NrnSgntfLx8MMPY+TIkbjqqqtSv6usrER5eXlqBwxw7MFesWJFWjAWIYQQQpy6BK98tLe34+GHH8bs2bNjM9REIoF58+Zh4cKFqKqqQlVVFRYuXIjCwkLMmjWrSysthBBCiL5L8OTjueeew5YtW3DzzTenlc2fPx/Nzc2YO3cu6uvrMWXKFCxbtixt66UQQgghTl2CJx8zZ848rq8zkUiguroa1dXVmdbLC/urXL8v60tCchgAQENDg/daPl9apvH0LT0K4/NHW/EsLB+g1U6uBoS/y/oB9ldz3dhvz3oF9tO612bfdajvM9Rv744njgPA98l6E4bLOaYM6xvccq43tzn3F7cxtws/J9ynru6CYyew3z1UP8T6BV++jvr6+lgZaxsY7iOrv614Jy6hcTuseCi+uC/8Dxy3GbcD9z+PLV8sFa6rFZeDxx5jxUbiZ9h9Lnz5Tzo7N78rODYH550aNmxYzHbbjccOazQ2b94cszmuB/8tcrWQANI2V7j3yv3L/cX3yYTGkOoJlNtFCCGEEFlFkw8hhBBCZBVNPoQQQgiRVU4qzkdP88Ybb8TsIUOGpD5b+9253MqRwDbHDXHjBli+TcsnbO2P98WwsPzPltYhJM8EENcjsE+Y29zSrnC7WX3i+mL5u2xbeUgsDYAvfwvrJPi+WWfBWgeOOcEaD74XF25TK5YG+/w5RomVb2ffvn2pz+xvtmIO8LlZV8X+bO5/93rcf1xPK3+SpW3xxSwJicvRGVwX1k5wn7h+fx5LfC6utxXHw9LluPfC45r1J74cRIAd98UXD8nKvWNpmTjOx4YNG2L2xRdffNxrc/9wG37wwQcxm9vFfWaA9HZhTYlbdx4L1t8GK1dPb0QrH0IIIYTIKpp8CCGEECKraPIhhBBCiKzSJzUfvNffjTvAfjTWC7Dmg20+nvdm+/x67MtubGyM2exXZf8l+7qtvdq+GATWsZbmI0QzYsXSCI1/YcU7cf32vB/e8tNa/mfLN+7Whe/D1R4B6feRaV4R1+ZrW/EuWG8ycuTImM2+c/ZPu+MnVC/Ex3M7cNwQxu1Tfr7ZN86w9sHSI/nipVj5MHwxYYD0Nuax6oufweOQ74v7y9J0sM3jya0rvyP5Pqxxbr2LuM3dcu4f1jJY8U24XV5//fWYze+P0aNHpz7zM8LtUFNTAx+c2+X888+P2ZyjrKmpKfV5y5YtsTKOT8J/p3g89MZcLoxWPoQQQgiRVTT5EEIIIURW0eRDCCGEEFmlT2o+fPla2MfHvjDWZbDPmDUd7Mfn40tLS49bxv5K16cH2HFBrJgFvrgCVswBxtKj+LD24lt5Bbg/2ebjXZt9vFZdrPwalkbELbd0MTwWrb33Vpu77chjjbVJVs4iLmcfMuP65flY1gtYMSa4TUPiZ7DegNvBupaly2ANgc9XbulFLB0O43tmub+4jbmc4XHOfebTfDC+XEuArZuyYg657Wq9O6yxxO3C2gnWgLjj4eyzz46Vue96ID1vzMSJE2P2ddddF7NLSkpi9iuvvBKzf/e736U+s76E4bg9PPYsPSG3W0+glQ8hhBBCZBVNPoQQQgiRVfqk24WX/dwlJ2vJ30olzUuIHCKX3TKuzUu47LJhrK2XXDefG8ba7hjiRgFst41bbi2Nhi6Vcrvx9kq3T6yw0nzffG1ucyvVtNvO7EbZvn17zLa2P1oh0rld3KVTHmtDhw6N2TyOuS6cJoDbwecisra38rWtbd7WM+tzq/K2e8s9wc+J5SpxbWtp23IfWa4P37uKl9m5f6yxZeHbymv1p+X69I3jzq7tllupG6zt6nxu3s7Mz6xrW6k12DU1bNgwb91WrVoVs3/+85/HbHcrrvXusLZtcxtbbrmeQCsfQgghhMgqmnwIIYQQIqto8iGEEEKIrNInNR+8Zcn1d7HvyyI0LbbP18p+eK4L+xDZh8waD2vbsG+7lLUNlH3CoeHVfRoTSzfBWNuhfT5m/m5oGHk+PuQ+rf6y2tzaBuy7Nvc9+665bjxu2SfM+iPfFlUuszQATCah/7m/+b4y7W9f+H3WulgaEC7nUN78nHCYedfm+wwZK53VzQq3zWM5BOsdavW3W24dy+OcbdaIWKkd9u7dm/rMW2GrqqpiNm+HfeONN2L222+/HbO5D88555yY7Y4PHgus+WHNh6UXs0Li9wRa+RBCCCFEVtHkQwghhBBZRZMPIYQQQmSVPqn54NTEPv8l6y6sPeiW7YsTYaWtZr8rx7Ow9r83NjbGbDdcO/sTrVgaVl0t37nPd9rVKde5br7Qz4yVOtzyAfuwfPyhY8vSiLjjgUP1c7wL1hexf5rDsXPYaT6/O85ZD8BtaLV5SBh5IN4uoRqt0DQDvtDgfK7hw4fHbI61wljp3nncu35+a9yGjjXreXffH5nGCArV3bjwM2WFameb3//8HPBz8s4776Q+X3755bGymTNnxuw1a9bE7Oeeew4+OF4RxwXZsGFD6jO/6316ICBdb8jaqNDnIBto5UMIIYQQWUWTDyGEEEJkFU0+hBBCCJFV+qTmg3H9gJbWwUp7z/5I9jmy3y4kFoOVf8HSp7A/2vX7cf4FK605a0SsHClW3hkXS+ti5fbgdmCNx8iRI1OfuU25HSz/s+WP9vnOrVgJVp6J0FgqbjtxG/G4HjFiRMxmfQLrjSz9gfsc8H1YbWYRogmy2sjSOlj6BeveXPjdwM8Uj0UrlxN/35e7KVNNh5Vy3Ze7ydJVWFoovpbv3rjMimdhxVbhdwm/5yoqKlKfP/axj8XKWFdhxeKw3mPr16+P2Vu2bEl95rHDf0s4FhKPJb4Wa7p6A1r5EEIIIURWCZp8HD16FN/85jdRWVmJgoICTJw4Ed/5zndis+woilBdXY2KigoUFBRg+vTpaTM8IYQQQpy6BE0+7rnnHvzrv/4rli5dinfeeQeLFy/G97//ffzLv/xL6pjFixdjyZIlWLp0KVatWoXy8nLMmDEjbYlKCCGEEKcmQZqP3//+9/jc5z6Hq666CgAwYcIE/OhHP8Jrr70G4Niqx7333ou77roL1157LQDgkUceQVlZGR577DHMmTOnSyr9+uuvx2xeeXFh/yL77Sz/Ix/Pe7PdfeKcR8DK/WDllbBia7h71lmLwpoMS3/Cx7MvlDUBrk/Syq/AZJqXwr02+zqtvCOhOg3GV1fL/8xjyco7weVuH7Mvm/ufy9n/zO1QVFTkLfflMLL0QZaOIrSPXCwtgzW2LG2Ee6/sR2cNh9UOoXFeXKxxbd0njyXWCPm0EaE5bKwcRlZcGHe8cJnVDr5nhs8NAHv27InZEyZMSH3m/nY1GUA8DwyQ3t8ce4c1Pfx99x3Lmg/rmeLy0BxnPUHQysell16K559/Hu+++y6AY4l0Xn75ZXz6058GANTU1KC2tjYWjCWZTGLatGlYuXJlp+dsaWlBU1NT7EcIIYQQ/ZeglY8777wTjY2NOOuss5Cbm4u2tjZ873vfwxe/+EUAQG1tLQCgrKws9r2ysjJs3ry503MuWrQI3/72t0+m7kIIIYTogwStfDzxxBN49NFH8dhjj2HNmjV45JFH8E//9E945JFHYsd1tnXqeMuCCxYsQGNjY+pn69atgbcghBBCiL5E0MrH1772NXz961/HDTfcAOBYjpXNmzdj0aJFmD17NsrLywEcWwFxc0fU1dWlrYZ0kEwm03zIFhz33qf5sHyhFuyf3LlzZ8x2627tZw/dD2+Vuz5J61jGqiv7hDkHgqt9sXz6VuwV/j673tiX7vpK+buWr9PKn2Ll0HDbzdJ0cDnXzepv9l+7/e0rA2wtA5ezb5zr5vZhaWlprMyKEcO+brYt3Y6rIbL0RaExR7jNfdoZHgtWLB2rzfm+Q+puvVt4PPDYZI0Hx31x89Rwm/g0GidiM773gaVV43IrZpAVa8mNn7Fr1y7vtSxdBmuCeHzw9913k+8Z6OxaVrv0RoJWPg4dOtTpy7pjMFZWVqK8vBzLly9Plbe2tmLFihWYOnVqF1RXCCGEEH2doJWPq6++Gt/73vcwbtw4nHvuuXj99dexZMkS3HzzzQCOzdzmzZuHhQsXoqqqClVVVVi4cCEKCwsxa9asbrkBIYQQQvQtgiYf//Iv/4K///u/x9y5c1FXV4eKigrMmTMH//AP/5A6Zv78+WhubsbcuXNRX1+PKVOmYNmyZWlb+YQQQghxapKIQhMxdDNNTU0oKSnxHsP+Th+Zaj6svfm+HAihWHE9fPoEnzbhRMotPQL7kH36Az5XaN4JSzPg+jtD8qF0Vm7FefGVW373UF83+2m5D3znszQ+FlasDff8/HzytdkfzXB/Whoh1+Zzh4wVwPb5s57F1T74Yt10di1Ly8L4ND/8jFmaH7a5j9hmTRdrvlysmEChcV58hOawYfg++XjWdezbty/1+fLLL4+VsW7m/fffj9kdISg6sMJG+Prbuk9LC8OEtHlX0NjYGItD1RnK7SKEEEKIrKLJhxBCCCGyiiYfQgghhMgqmTmKewif/6qzAGeZEJLrI1Rfwj4/y7/p84UzVr2teCiW9sH1pVqaj1DdhWW7hOa4sHKBhMQwsHQSoTlNrD7xXdvSrljtwnXl493+Zn0A939obg9Ln+R+3xpbXJfQ2Bq+unFeJ9ZFcFwHPrdVV58Oi+/b0oMxVmydQ4cOxWw3LwmXhWpbrHHv02lZ9xmaF4jPxzoeV8/CGo4RI0bEbO7vUN1FSDyUTN/nvRGtfAghhBAiq2jyIYQQQois0ifdLj66e+dwVy5nWct0FiH3GroMby3TukuIvL3RIjRtvbWknMm1Q22fm82yQ6+VCd35HPAWQsvNYvWntQ3Ut6U81IXDcF3YxeCWcwhy3s7KbhTrvq2lcvcZs8JtW+G3re/zM+xun+VjrW2eoa4Qxm0HKwWBtSU1xMXDx3OeMT6XFT499Pl2zx/67uiLaOVDCCGEEFlFkw8hhBBCZBVNPoQQQgiRVfqd5qO76U2+Ntcv2N31CvE5htYlVH/iKwvV5ITqNHxlXR3C2FeXTLVHoW3uO97aQhhKiD4pdFuvZfP3XX2LG3obSNd88HZYayxZWgm33NqWyXoDq9zath8y7rv63eO2G2tRulpX5dOAcJtwKPbQbb8hWrf+qPFgtPIhhBBCiKyiyYcQQgghsoomH0IIIYTIKtJ8BJLNMLYh+oNQ32dXh6H3nZsJ9Wf66h56rtD79t1LaOwUJpO4H5nU+0TI5PuZxmUJ0dJkqrPpzudAdD1d3T++scZjq7GxMWYnk8kurVtfifPTVWjlQwghhBBZRZMPIYQQQmQVTT6EEEIIkVX6pOajN/mzurMup+q5QzUgXXnurrxWT9KT9e5LbdaX6nqq0FvHLufLYVuEoZUPIYQQQmQVTT6EEEIIkVV63eRDy6BCCCFE3+VE/o73usnH/v37e7oKQgghhDhJTuTveCLqZUsN7e3t2LFjB6Iowrhx47B161YUFxf3dLX6DE1NTRg7dqzaLQC12cmhdgtHbXZyqN3C6Yk2i6II+/fvR0VFhRlssNftdsnJycGYMWNS2SSLi4s12E4CtVs4arOTQ+0Wjtrs5FC7hZPtNispKTmh43qd20UIIYQQ/RtNPoQQQgiRVXrt5COZTOJb3/pWWvIe4UftFo7a7ORQu4WjNjs51G7h9PY263WCUyGEEEL0b3rtyocQQggh+ieafAghhBAiq2jyIYQQQoisosmHEEIIIbJKr5183HfffaisrER+fj4mTZqEl156qaer1GtYtGgRPvrRj6KoqAgjR47ENddcgw0bNsSOiaII1dXVqKioQEFBAaZPn47169f3UI17H4sWLUIikcC8efNSv1Obdc727dvxpS99CaWlpSgsLMRFF12E1atXp8rVbukcPXoU3/zmN1FZWYmCggJMnDgR3/nOd9De3p465lRvtxdffBFXX301KioqkEgk8JOf/CRWfiLt09LSgq9+9asYPnw4Bg0ahM9+9rPYtm1bFu8i+/ja7ciRI7jzzjtx/vnnY9CgQaioqMBNN92EHTt2xM7RK9ot6oU8/vjj0cCBA6MHH3wwevvtt6Pbb789GjRoULR58+aerlqv4M///M+jhx9+OHrrrbeitWvXRldddVU0bty46MCBA6lj7r777qioqCh68skno3Xr1kVf+MIXolGjRkVNTU09WPPewauvvhpNmDAhuuCCC6Lbb7899Xu1WTr79u2Lxo8fH33lK1+J/vCHP0Q1NTXRc889F23cuDF1jNotne9+97tRaWlp9POf/zyqqamJfvzjH0eDBw+O7r333tQxp3q7/fKXv4zuuuuu6Mknn4wARE8//XSs/ETa55ZbbolGjx4dLV++PFqzZk30qU99Krrwwgujo0ePZvlusoev3RoaGqIrrrgieuKJJ6I//vGP0e9///toypQp0aRJk2Ln6A3t1isnHx/72MeiW265Jfa7s846K/r617/eQzXq3dTV1UUAohUrVkRRFEXt7e1ReXl5dPfdd6eOOXz4cFRSUhL967/+a09Vs1ewf//+qKqqKlq+fHk0bdq01ORDbdY5d955Z3TppZcet1zt1jlXXXVVdPPNN8d+d+2110Zf+tKXoihSuzH8R/RE2qehoSEaOHBg9Pjjj6eO2b59e5STkxM9++yzWat7T9LZpI159dVXIwCpf957S7v1OrdLa2srVq9ejZkzZ8Z+P3PmTKxcubKHatW7aWxsBAAMGzYMAFBTU4Pa2tpYGyaTSUybNu2Ub8Nbb70VV111Fa644orY79VmnfPMM89g8uTJuO666zBy5EhcfPHFePDBB1PlarfOufTSS/H888/j3XffBQC88cYbePnll/HpT38agNrN4kTaZ/Xq1Thy5EjsmIqKCpx33nlqQ4fGxkYkEgkMGTIEQO9pt16XWG7Pnj1oa2tDWVlZ7PdlZWWora3toVr1XqIowh133IFLL70U5513HgCk2qmzNty8eXPW69hbePzxx7FmzRqsWrUqrUxt1jkffPAB7r//ftxxxx34xje+gVdffRV/8zd/g2QyiZtuukntdhzuvPNONDY24qyzzkJubi7a2trwve99D1/84hcBaLxZnEj71NbWIi8vD0OHDk07Rn8rjnH48GF8/etfx6xZs1LJ5XpLu/W6yUcHiUQiZkdRlPY7Adx2221488038fLLL6eVqQ0/ZOvWrbj99tuxbNky5OfnH/c4tVmc9vZ2TJ48GQsXLgQAXHzxxVi/fj3uv/9+3HTTTanj1G5xnnjiCTz66KN47LHHcO6552Lt2rWYN28eKioqMHv27NRxajc/J9M+asNjHDlyBDfccAPa29tx3333mcdnu916ndtl+PDhyM3NTZuB1dXVpc2CT3W++tWv4plnnsFvfvMbjBkzJvX78vJyAFAbOqxevRp1dXWYNGkSBgwYgAEDBmDFihX43//7f2PAgAGpdlGbxRk1ahTOOeec2O/OPvtsbNmyBYDG2vH42te+hq9//eu44YYbcP755+PLX/4y/vZv/xaLFi0CoHazOJH2KS8vR2trK+rr6497zKnKkSNHcP3116OmpgbLly9PrXoAvafdet3kIy8vD5MmTcLy5ctjv1++fDmmTp3aQ7XqXURRhNtuuw1PPfUUXnjhBVRWVsbKKysrUV5eHmvD1tZWrFix4pRtw8svvxzr1q3D2rVrUz+TJ0/GjTfeiLVr12LixIlqs0645JJL0rZxv/vuuxg/fjwAjbXjcejQIeTkxF+vubm5qa22ajc/J9I+kyZNwsCBA2PH7Ny5E2+99dYp3YYdE4/33nsPzz33HEpLS2PlvabdsiZtDaBjq+1DDz0Uvf3229G8efOiQYMGRZs2berpqvUK/vqv/zoqKSmJfvvb30Y7d+5M/Rw6dCh1zN133x2VlJRETz31VLRu3broi1/84im1je9EcHe7RJHarDNeffXVaMCAAdH3vve96L333ov+67/+KyosLIweffTR1DFqt3Rmz54djR49OrXV9qmnnoqGDx8ezZ8/P3XMqd5u+/fvj15//fXo9ddfjwBES5YsiV5//fXUrowTaZ9bbrklGjNmTPTcc89Fa9asiS677LJ+v9XW125HjhyJPvvZz0ZjxoyJ1q5dG/v70NLSkjpHb2i3Xjn5iKIo+j//5/9E48ePj/Ly8qKPfOQjqW2k4tj2qs5+Hn744dQx7e3t0be+9a2ovLw8SiaT0Sc/+clo3bp1PVfpXghPPtRmnfOzn/0sOu+886JkMhmdddZZ0QMPPBArV7ul09TUFN1+++3RuHHjovz8/GjixInRXXfdFfsDcKq3229+85tO32OzZ8+OoujE2qe5uTm67bbbomHDhkUFBQXRZz7zmWjLli09cDfZw9duNTU1x/378Jvf/CZ1jt7QbokoiqLsrbMIIYQQ4lSn12k+hBBCCNG/0eRDCCGEEFlFkw8hhBBCZBVNPoQQQgiRVTT5EEIIIURW0eRDCCGEEFlFkw8hhBBCZBVNPoQQQgiRVTT5EEIIIURW0eRDCCGEEFlFkw8hhBBCZBVNPoQQQgiRVf4/cHWs9RlzQAAAAAAASUVORK5CYII=", | |
"text/plain": [ | |
"<Figure size 640x480 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"def get_argmax_coords(arr):\n", | |
" \"\"\"\n", | |
" Given a np array of shape (batch_size, n_points, h, w), this function returns\n", | |
" the coordinates (row, col) of the argmax values in the last two dimensions.\n", | |
" e.g. an array of shape (24, 6, 256, 256) would return an array of shape (24, 6, 2)\n", | |
" \"\"\"\n", | |
" # Reshape the array to (batch_size, n_points, h*w) - get the (batch_size, n_points) argmaxes\n", | |
" flat_indices = np.argmax(arr.reshape(arr.shape[:-2] + (-1,)), axis=-1)\n", | |
"\n", | |
" # Get the 2D coordinates from the flat indices - shaped (2, BS, N_points)\n", | |
" coords = np.array(np.unravel_index(flat_indices, arr.shape[-2:]))\n", | |
"\n", | |
" # Transpose to get the correct shape (batch_size, n_points, 2)\n", | |
" coords = np.transpose(coords, (1, 2, 0))\n", | |
"\n", | |
" return coords\n", | |
"\n", | |
"coords_resized = get_argmax_coords(pred)\n", | |
"\n", | |
"# Don't need to worry about padding as padded right/down which doesn't affect coordinates\n", | |
"coords = coords_resized / resize_ratio\n", | |
"print(f\"{coords.shape=}\")\n", | |
"\n", | |
"plt.imshow(imgs_native[100], cmap='gray')\n", | |
"for i_point, point in enumerate(coords[100]):\n", | |
" print(point)\n", | |
" plt.scatter([point[1]], [point[0]], marker='x', s=100)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "7900df84-71d0-457f-ab06-a3c7a96a720f", | |
"metadata": {}, | |
"source": [ | |
"### De-pad images" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"id": "ae8e13be-772c-4dcd-b02d-b5cb54cd19ce", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# %matplotlib ipympl \n", | |
"# # Create a figure and axis\n", | |
"# fig, ax = plt.subplots()\n", | |
"\n", | |
"# # Function to update the plot for each frame\n", | |
"# def update(frame):\n", | |
"# # Clear the previous image and scatter points\n", | |
"# ax.clear()\n", | |
" \n", | |
"# # Display the current image\n", | |
"# ax.imshow(imgs_native[frame], cmap='gray')\n", | |
" \n", | |
"# # Plot the crosses for the current frame's coordinates\n", | |
"# for point in coords[frame]:\n", | |
"# ax.scatter(point[1], point[0], marker='x', color='red', s=100)\n", | |
"\n", | |
"# # Optional: set title with current frame number\n", | |
"# ax.set_title(f\"Frame {frame}\")\n", | |
"\n", | |
"# # Create the animation object\n", | |
"# ani = FuncAnimation(fig, update, frames=len(imgs_native), interval=100) # Adjust the interval to control speed (in milliseconds)\n", | |
"\n", | |
"# # Display the animation in JupyterLab\n", | |
"# plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "a88dc670-ad13-4534-8295-6051989f1269", | |
"metadata": {}, | |
"source": [ | |
"### Calculate LV length" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 25, | |
"id": "1950b664-e8ec-481e-ae7c-5f3806daaa27", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"[<matplotlib.lines.Line2D at 0x1ac563157c0>]" | |
] | |
}, | |
"execution_count": 25, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "6718d0f98c094951ad581e432ed7fb28", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"image/png": 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" <div style=\"display: inline-block;\">\n", | |
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n", | |
" Figure\n", | |
" </div>\n", | |
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width=2400.0/>\n", | |
" </div>\n", | |
" " | |
], | |
"text/plain": [ | |
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Stop the figure above from owning the rendering process\n", | |
"# plt.close(fig)\n", | |
"pts_sep, pts_lat, pts_apex, pts_rvlat, pts_rvsep, pts_rvapex = [v.squeeze(axis=1) for v in np.split(coords, 6, axis=1)]\n", | |
"pts_midmv = (pts_sep + pts_lat) / 2\n", | |
"lv_length = np.linalg.norm(pts_midmv - pts_apex, axis=1) * pixel_size[0]\n", | |
"plt.figure(figsize=(24, 6))\n", | |
"plt.plot(lv_length)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 51, | |
"id": "f913c4f6-9eef-45dc-a7c9-c9a35842e875", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "bc952d0fa7714996a6dc7bf4405cb14a", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
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" <div style=\"display: inline-block;\">\n", | |
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" </div>\n", | |
" " | |
], | |
"text/plain": [ | |
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"%matplotlib ipympl \n", | |
"\n", | |
"from math import ceil, floor\n", | |
"\n", | |
"def rnd_down(x, base=2):\n", | |
" return base * floor(x/base)\n", | |
"\n", | |
"def rnd_up(x, base=2):\n", | |
" return base * ceil(x/base)\n", | |
"\n", | |
"# Create a figure and two subplots (side by side)\n", | |
"fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(20, 10))\n", | |
"\n", | |
"# Plot the static line on the second axis (ax2) for the LV length\n", | |
"lv_line, = ax2.plot([], [], lw=2, color='blue') # Initialize an empty line\n", | |
"ax2.set_xlim(0, len(imgs_native)) # Set x-axis range for the number of frames\n", | |
"ax2.set_ylim(rnd_down(np.min(lv_length)), rnd_up(np.max(lv_length))) # Set y-axis based on the LV length data\n", | |
"ax2.set_title(\"LV Length (mm)\", fontsize=24)\n", | |
"ax2.set_xlabel(\"Frame\", fontsize=20)\n", | |
"ax2.set_ylabel(\"LV Length (mm)\", fontsize=20)\n", | |
"ax2.spines['top'].set_visible(False)\n", | |
"ax2.spines['right'].set_visible(False)\n", | |
"\n", | |
"# Function to update the plot for each frame\n", | |
"def update(frame):\n", | |
" # Clear the previous image in ax1\n", | |
" ax1.clear()\n", | |
"\n", | |
" # Display the current image in ax1\n", | |
" ax1.imshow(imgs_native[frame], cmap='gray')\n", | |
"\n", | |
" # Plot the crosses for the current frame's coordinates\n", | |
" for i_pt, point in enumerate(coords[frame][:3]):\n", | |
" ax1.scatter(point[1], point[0], marker='x', color=('red', 'green', 'blue')[i_pt], s=100)\n", | |
"\n", | |
" # Draw a line between point 0 and 1\n", | |
" point_0 = coords[frame][0]\n", | |
" point_1 = coords[frame][1]\n", | |
" ax1.plot([point_0[1], point_1[1]], [point_0[0], point_1[0]], color='yellow', lw=2) # Yellow line between point 0 and point 1\n", | |
"\n", | |
" # Draw a line between the midpoint between point 0 and 1 and point 2\n", | |
" mid_mv = pts_midmv[frame] # Midpoint between points 0 and 1\n", | |
" point_2 = coords[frame][2]\n", | |
" ax1.plot([mid_mv[1], point_2[1]], [mid_mv[0], point_2[0]], color='purple', lw=2) # Purple line from midpoint to point 2\n", | |
" \n", | |
" # Update the title for the current frame number\n", | |
" ax1.set_title(f\"AI output prediction\", fontsize=24)\n", | |
" ax1.axis('off')\n", | |
"\n", | |
" # Update the LV length line on ax2 (plot the length up to the current frame)\n", | |
" lv_line.set_data(np.arange(frame + 1), lv_length[:frame + 1])\n", | |
"\n", | |
"# Create the animation object\n", | |
"ani = FuncAnimation(fig, update, frames=len(imgs_native), interval=25) # Adjust interval for speed\n", | |
"\n", | |
"gif_filename = 'animation.gif'\n", | |
"mp4_filename = 'animation.mp4'\n", | |
"ani.save(gif_filename, writer=PillowWriter(fps=20))\n", | |
"ani.save(mp4_filename, writer=FFMpegWriter(fps=20))\n", | |
"\n", | |
"# Show the animation and the dynamic plot\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 52, | |
"id": "d25e8704-407f-4e24-b39e-6118a771d234", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"ani.event_source.stop()" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3 (ipykernel)", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.12.1" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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