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Merge pull request #72 from Randheerrrk/master
day 4
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{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"name": "day4.ipynb",
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"provenance": []
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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}
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},
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"cells": [
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{
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"cell_type": "code",
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"metadata": {
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"id": "HiM8CZJPk6jc",
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"colab_type": "code",
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"colab": {}
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},
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"source": [
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"import torch.nn as nn\n",
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"import torch.nn.functional as f"
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],
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"execution_count": 0,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "sOedKVRUlJ9y",
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"colab_type": "code",
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"colab": {}
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},
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"source": [
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"class Net(nn.Module) :\n",
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" def __init__(self) :\n",
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" super(Net, self).__init__()\n",
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" self.i = nn.Linear(64, 32)\n",
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" self.h = nn.Linear(32, 16)\n",
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" self.o = nn.Linear(16, 10)\n",
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" def forward(sefl, X) :\n",
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" X = self.i(X)\n",
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" X = f.Sigmoid(X)\n",
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" X = self.h(X)\n",
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" X = f.Sigmoid(X)\n",
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" X = self.o(X)\n",
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" return X"
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],
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"execution_count": 0,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "pyQT3dA1m9Rp",
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"colab_type": "code",
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 104
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},
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"outputId": "7f7381c1-a5ee-4e08-c72e-9549892569fb"
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},
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"source": [
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"model = Net()\n",
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"model"
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],
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"execution_count": 6,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/plain": [
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"Net(\n",
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" (i): Linear(in_features=64, out_features=32, bias=True)\n",
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" (h): Linear(in_features=32, out_features=16, bias=True)\n",
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" (o): Linear(in_features=16, out_features=10, bias=True)\n",
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")"
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]
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},
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"metadata": {
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"tags": []
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},
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"execution_count": 6
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}
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "XkvBVPvMnG_I",
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"colab_type": "code",
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"colab": {}
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},
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"source": [
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""
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],
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"execution_count": 0,
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"outputs": []
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}
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]
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}

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