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ayasyrevayasyrev
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remove test blocks form notebooks
1 parent 6e8f3b3 commit 6029fc4

10 files changed

+435
-6513
lines changed

‎Nbs/00_ModelConstructor.ipynb

+132-1,071
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‎Nbs/01_layers.ipynb

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‎Nbs/03_MXResNet.ipynb

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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"MXResNet constructor\n",
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" c_in: 3, c_out: 1000\n",
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" expansion: 1, groups: 1, dw: False\n",
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" expansion: 1, groups: 1, dw: False, div_groups: None\n",
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" sa: False, se: False\n",
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" stem sizes: [3, 32, 64, 64], stide on 0\n",
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" stem sizes: [3, 32, 64, 64], stride on 0\n",
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" body sizes [64, 128, 256, 512]\n",
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" layers: [2, 2, 2, 2]"
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]
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},
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"execution_count": null,
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"([64, 64, 128, 256, 512], [2, 2, 2, 2])"
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]
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},
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"execution_count": 4,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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")"
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]
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},
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"execution_count": null,
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"execution_count": 5,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"torch.Size([16, 64, 32, 32])\n"
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]
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}
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],
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"source": [
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"#hide\n",
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"bs_test = 16\n",
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"xb = torch.randn(bs_test, 3, 128, 128)\n",
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"y = mxresnet.stem(xb)\n",
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"print(y.shape)\n",
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"assert y.shape == torch.Size([bs_test, 64, 32, 32]), f\"size\""
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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")"
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]
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},
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"execution_count": null,
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"execution_count": 6,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 7,
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"metadata": {},
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"outputs": [
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{
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")"
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]
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},
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"execution_count": null,
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"execution_count": 7,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 8,
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"metadata": {},
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"outputs": [
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{
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")"
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]
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},
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"execution_count": null,
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"execution_count": 8,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 9,
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"metadata": {},
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"outputs": [
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{
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 10,
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"metadata": {},
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"outputs": [],
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"source": [
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 11,
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"metadata": {},
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"outputs": [],
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"source": [
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 12,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"MXResnet50 constructor\n",
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" c_in: 3, c_out: 10\n",
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" expansion: 4, groups: 1, dw: False\n",
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" expansion: 4, groups: 1, dw: False, div_groups: None\n",
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" sa: False, se: False\n",
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" stem sizes: [3, 32, 64, 64], stide on 0\n",
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" stem sizes: [3, 32, 64, 64], stride on 0\n",
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" body sizes [64, 128, 256, 512]\n",
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" layers: [3, 4, 6, 3]"
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]
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},
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"execution_count": null,
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"execution_count": 12,
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"metadata": {},
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"output_type": "execute_result"
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}
@@ -569,7 +547,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 13,
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"metadata": {},
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"outputs": [
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{
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"(10, [3, 4, 6, 3])"
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]
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},
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"execution_count": null,
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"execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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}
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}
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],
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"metadata": {
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"interpreter": {
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"hash": "00caef409dd3eda0637dae1b4e57ec87cdad0fb75342334dd1d5d7d54b26108f"
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},
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"kernelspec": {
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"display_name": "Python 3",
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"display_name": "Python 3.10.4 ('p310_pt111')",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.4"
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}
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},
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"nbformat": 4,

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