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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "UGwKsKS4GMTN"
+   },
+   "source": [
+    "<h1 ><big><center>MSO 3.4 - Deep Structured Learning</center></big></h1>\n",
+    "\n",
+    "<h2><big><center> BE 2 - GANs and Diffusion </center></big></h2>\n",
+    "\n",
+    "<h5><center>GANs section adapted from the <i>Projet d'Option</i> of : Mhamed Jabri, Martin Chauvin, Ahmed Sahraoui, Zakariae Moustaïne and Taoufik Bouchikhi  \n",
+    "<h5><center>Diffusion section implemented by Bruno Machado<br>\n",
+    "\n",
+    "\n",
+    "<p align=\"center\">\n",
+    "<img height=300px src=\"https://cdn-images-1.medium.com/max/1080/0*tJRy5Chmk4XymxwN.png\"/></p>\n",
+    "<p align=\"center\"></p>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "16aVF81lJuiP"
+   },
+   "source": [
+    "The aim of this assignment is to discover generative models for images, understand how they are implemented and then explore some specific architectures and training strategies which allows us to perform image generation with and without conditioning (the picture above exemplifies image generation conditioned by another image)\n",
+    "\n",
+    "The deliverable for this assignment is this notebook, with the required modifications : \n",
+    "* In this notebook you'll find <font color='red'>**questions**</font>  that aim to test your understanding of the concepts studied. You should answer them by editing the Markdown cells (or adding new ones). \n",
+    "* In some of the code cells, you'll have to complete the code and you'll find a \"TODO\" explaining what you should implement.\n",
+    "* There are also some <font color='green'>**bonus**</font> exercises. Those exercises are **optional** and should be performed only **AFTER** all the rest of the assignment is complete."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "M-WNKvhOP1ED"
+   },
+   "source": [
+    "# Part 1: DC-GAN"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "y_r8nMTGQI9a"
+   },
+   "source": [
+    "In this part, we aim to learn and understand the basic concepts of **Generative Adversarial Networks** through a DCGAN. For this purpose, please study the following tutorial: https://pytorch.org/tutorials/beginner/dcgan_faces_tutorial.html\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "jiHCy4_UUBFb"
+   },
+   "source": [
+    "We want to generate handwritten digits using the MNIST dataset. It is available within the torvision package (https://pytorch.org/vision/stable/generated/torchvision.datasets.MNIST.html#torchvision.datasets.MNIST)\n",
+    "\n",
+    "Adapt the code given in the tutorial in order to use it with the MNIST dataset. Present the loss curves in function of the gradient steps for the generator and discriminator and also compare the generated images with the images from the dataset."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from __future__ import print_function\n",
+    "import argparse\n",
+    "import os\n",
+    "import random\n",
+    "import torch\n",
+    "import torch.nn as nn\n",
+    "import torch.nn.parallel\n",
+    "import torch.backends.cudnn as cudnn\n",
+    "import torch.optim as optim\n",
+    "import torch.utils.data\n",
+    "import torchvision.datasets as dset\n",
+    "import torchvision.transforms as transforms\n",
+    "import torchvision.utils as vutils\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.animation as animation\n",
+    "from IPython.display import HTML\n",
+    "import torchvision\n",
+    "\n",
+    "from torchvision.datasets import MNIST\n",
+    "\n",
+    "# Define the transformation for the data\n",
+    "transform = torchvision.transforms.Compose([torchvision.transforms.ToTensor(),\n",
+    "                                            torchvision.transforms.Normalize((0.1307,), (0.3081,))])\n",
+    "\n",
+    "# Create the train and test datasets\n",
+    "train_dataset = MNIST(root='data', train=True, download=True, transform=transform)\n",
+    "test_dataset = MNIST(root='data', train=False, download=True, transform=transform)\n",
+    "\n",
+    "# Create data loaders\n",
+    "train_loader = torch.utils.data.DataLoader(train_dataset, batch_size=64, shuffle=True)\n",
+    "test_loader = torch.utils.data.DataLoader(test_dataset, batch_size=64, shuffle=False)\n",
+    "\n",
+    "# Iterate over the data\n",
+    "for images, labels in train_loader:\n",
+    "    # Do something with the data\n",
+    "    pass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Random Seed:  999\n",
+      "cuda:0\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x7f247f0cb550>"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Set random seed for reproducibility\n",
+    "manualSeed = 999\n",
+    "#manualSeed = random.randint(1, 10000) # use if you want new results\n",
+    "print(\"Random Seed: \", manualSeed)\n",
+    "random.seed(manualSeed)\n",
+    "torch.manual_seed(manualSeed)\n",
+    "\n",
+    "# Root directory for dataset\n",
+    "dataroot = \"data/mnist\"\n",
+    "\n",
+    "# Number of workers for dataloader\n",
+    "workers = 1\n",
+    "\n",
+    "# Batch size during training\n",
+    "batch_size = 128\n",
+    "\n",
+    "# Spatial size of training images. All images will be resized to this\n",
+    "#   size using a transformer.\n",
+    "image_size = 64\n",
+    "\n",
+    "# Number of channels in the training images. For color images this is 3\n",
+    "nc = 1\n",
+    "\n",
+    "# Size of z latent vector (i.e. size of generator input)\n",
+    "nz = 100\n",
+    "\n",
+    "# Size of feature maps in generator\n",
+    "ngf = 64\n",
+    "\n",
+    "# Size of feature maps in discriminator\n",
+    "ndf = 64\n",
+    "\n",
+    "# Number of training epochs\n",
+    "num_epochs = 5\n",
+    "\n",
+    "# Learning rate for optimizers\n",
+    "lr = 0.0002\n",
+    "\n",
+    "# Beta1 hyperparam for Adam optimizers\n",
+    "beta1 = 0.5\n",
+    "\n",
+    "# Number of GPUs available. Use 0 for CPU mode.\n",
+    "ngpu = 1\n",
+    "\n",
+    "# We can use an image folder dataset the way we have it setup.\n",
+    "# Create the dataset\n",
+    "dataset = dset.MNIST(root=dataroot, download=True,\n",
+    "                           transform=transforms.Compose([\n",
+    "                               transforms.Resize(image_size),\n",
+    "                               transforms.CenterCrop(image_size),\n",
+    "                               transforms.ToTensor(),\n",
+    "                              #  transforms.Normalize((0.5,), (0.5,)),\n",
+    "                           ]))\n",
+    "# Create the dataloader\n",
+    "dataloader = torch.utils.data.DataLoader(dataset, batch_size=batch_size,\n",
+    "                                         shuffle=True)\n",
+    "\n",
+    "# Decide which device we want to run on\n",
+    "device = torch.device(\"cuda:0\" if (torch.cuda.is_available() and ngpu > 0) else \"cpu\")\n",
+    "print(device)\n",
+    "\n",
+    "# Plot some training images\n",
+    "real_batch = next(iter(dataloader))\n",
+    "plt.figure(figsize=(8,8))\n",
+    "plt.axis(\"off\")\n",
+    "plt.title(\"Training Images\")\n",
+    "plt.imshow(np.transpose(vutils.make_grid(real_batch[0].to(device)[:64], padding=2, normalize=True).cpu(),(1,2,0)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Generator(\n",
+      "  (main): Sequential(\n",
+      "    (0): ConvTranspose2d(100, 512, kernel_size=(4, 4), stride=(1, 1), bias=False)\n",
+      "    (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "    (2): ReLU(inplace=True)\n",
+      "    (3): ConvTranspose2d(512, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+      "    (4): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "    (5): ReLU(inplace=True)\n",
+      "    (6): ConvTranspose2d(256, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+      "    (7): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "    (8): ReLU(inplace=True)\n",
+      "    (9): ConvTranspose2d(128, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+      "    (10): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "    (11): ReLU(inplace=True)\n",
+      "    (12): ConvTranspose2d(64, 1, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+      "    (13): Tanh()\n",
+      "  )\n",
+      ")\n"
+     ]
+    }
+   ],
+   "source": [
+    "def weights_init(m):\n",
+    "    classname = m.__class__.__name__\n",
+    "    if classname.find('Conv') != -1:\n",
+    "        nn.init.normal_(m.weight.data, 0.0, 0.02)\n",
+    "    elif classname.find('BatchNorm') != -1:\n",
+    "        nn.init.normal_(m.weight.data, 1.0, 0.02)\n",
+    "        nn.init.constant_(m.bias.data, 0)\n",
+    "\n",
+    "# Generator Code\n",
+    "\n",
+    "class Generator(nn.Module):\n",
+    "    def __init__(self, ngpu):\n",
+    "        super(Generator, self).__init__()\n",
+    "        self.ngpu = ngpu\n",
+    "        self.main = nn.Sequential(\n",
+    "            # input is Z, going into a convolution\n",
+    "            nn.ConvTranspose2d( nz, ngf * 8, 4, 1, 0, bias=False),\n",
+    "            nn.BatchNorm2d(ngf * 8),\n",
+    "            nn.ReLU(True),\n",
+    "            # state size. (ngf*8) x 4 x 4\n",
+    "            nn.ConvTranspose2d(ngf * 8, ngf * 4, 4, 2, 1, bias=False),\n",
+    "            nn.BatchNorm2d(ngf * 4),\n",
+    "            nn.ReLU(True),\n",
+    "            # state size. (ngf*4) x 8 x 8\n",
+    "            nn.ConvTranspose2d( ngf * 4, ngf * 2, 4, 2, 1, bias=False),\n",
+    "            nn.BatchNorm2d(ngf * 2),\n",
+    "            nn.ReLU(True),\n",
+    "            # state size. (ngf*2) x 16 x 16\n",
+    "            nn.ConvTranspose2d( ngf * 2, ngf, 4, 2, 1, bias=False),\n",
+    "            nn.BatchNorm2d(ngf),\n",
+    "            nn.ReLU(True),\n",
+    "            # state size. (ngf) x 32 x 32\n",
+    "            nn.ConvTranspose2d( ngf, nc, 4, 2, 1, bias=False),\n",
+    "            nn.Tanh()\n",
+    "            # state size. (nc) x 64 x 64\n",
+    "        )\n",
+    "    def forward(self, input):\n",
+    "        return self.main(input)\n",
+    "    \n",
+    "# Create the generator\n",
+    "netG = Generator(ngpu).to(device)\n",
+    "# Handle multi-gpu if desired\n",
+    "if (device.type == 'cuda') and (ngpu > 1):\n",
+    "    netG = nn.DataParallel(netG, list(range(ngpu)))\n",
+    "# Apply the weights_init function to randomly initialize all weights\n",
+    "#  to mean=0, stdev=0.2.\n",
+    "netG.apply(weights_init)\n",
+    "\n",
+    "# Print the model\n",
+    "print(netG)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Discriminator(\n",
+      "  (main): Sequential(\n",
+      "    (0): Conv2d(1, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+      "    (1): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    (2): Conv2d(64, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+      "    (3): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "    (4): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    (5): Conv2d(128, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+      "    (6): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "    (7): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    (8): Conv2d(256, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1), bias=False)\n",
+      "    (9): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "    (10): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    (11): Conv2d(512, 1, kernel_size=(4, 4), stride=(1, 1), bias=False)\n",
+      "    (12): Sigmoid()\n",
+      "  )\n",
+      ")\n"
+     ]
+    }
+   ],
+   "source": [
+    "class Discriminator(nn.Module):\n",
+    "    def __init__(self, ngpu):\n",
+    "        super(Discriminator, self).__init__()\n",
+    "        self.ngpu = ngpu\n",
+    "        self.main = nn.Sequential(\n",
+    "            # input is (nc) x 64 x 64\n",
+    "            nn.Conv2d(nc, ndf, 4, 2, 1, bias=False),\n",
+    "            nn.LeakyReLU(0.2, inplace=True),\n",
+    "            # state size. (ndf) x 32 x 32\n",
+    "            nn.Conv2d(ndf, ndf * 2, 4, 2, 1, bias=False),\n",
+    "            nn.BatchNorm2d(ndf * 2),\n",
+    "            nn.LeakyReLU(0.2, inplace=True),\n",
+    "            # state size. (ndf*2) x 16 x 16\n",
+    "            nn.Conv2d(ndf * 2, ndf * 4, 4, 2, 1, bias=False),\n",
+    "            nn.BatchNorm2d(ndf * 4),\n",
+    "            nn.LeakyReLU(0.2, inplace=True),\n",
+    "            # state size. (ndf*4) x 8 x 8\n",
+    "            nn.Conv2d(ndf * 4, ndf * 8, 4, 2, 1, bias=False),\n",
+    "            nn.BatchNorm2d(ndf * 8),\n",
+    "            nn.LeakyReLU(0.2, inplace=True),\n",
+    "            # state size. (ndf*8) x 4 x 4\n",
+    "            nn.Conv2d(ndf * 8, 1, 4, 1, 0, bias=False),\n",
+    "            nn.Sigmoid()\n",
+    "        )\n",
+    "\n",
+    "    def forward(self, input):\n",
+    "        return self.main(input)\n",
+    "\n",
+    "# Create the Discriminator\n",
+    "netD = Discriminator(ngpu).to(device)\n",
+    "\n",
+    "# Handle multi-gpu if desired\n",
+    "if (device.type == 'cuda') and (ngpu > 1):\n",
+    "    netD = nn.DataParallel(netD, list(range(ngpu)))\n",
+    "\n",
+    "# Apply the weights_init function to randomly initialize all weights\n",
+    "#  to mean=0, stdev=0.2.\n",
+    "netD.apply(weights_init)\n",
+    "\n",
+    "# Print the model\n",
+    "print(netD)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Starting Training Loop...\n",
+      "[1/5][0/469]\tLoss_D: 1.6247\tLoss_G: 4.7478\tD(x): 0.5435\tD(G(z)): 0.5359 / 0.0137\n",
+      "[1/5][50/469]\tLoss_D: 0.9945\tLoss_G: 18.6186\tD(x): 0.9794\tD(G(z)): 0.5382 / 0.0000\n",
+      "[1/5][100/469]\tLoss_D: 0.7449\tLoss_G: 29.5713\tD(x): 0.9898\tD(G(z)): 0.4611 / 0.0000\n",
+      "[1/5][150/469]\tLoss_D: 0.1110\tLoss_G: 4.9613\tD(x): 0.9477\tD(G(z)): 0.0489 / 0.0113\n",
+      "[1/5][200/469]\tLoss_D: 0.1648\tLoss_G: 3.8991\tD(x): 0.9250\tD(G(z)): 0.0684 / 0.0262\n",
+      "[1/5][250/469]\tLoss_D: 0.3703\tLoss_G: 4.2782\tD(x): 0.9086\tD(G(z)): 0.1947 / 0.0230\n",
+      "[1/5][300/469]\tLoss_D: 0.2628\tLoss_G: 5.1246\tD(x): 0.9829\tD(G(z)): 0.1778 / 0.0101\n",
+      "[1/5][350/469]\tLoss_D: 0.1071\tLoss_G: 3.7017\tD(x): 0.9694\tD(G(z)): 0.0708 / 0.0322\n",
+      "[1/5][400/469]\tLoss_D: 0.1304\tLoss_G: 3.2631\tD(x): 0.9296\tD(G(z)): 0.0478 / 0.0486\n",
+      "[1/5][450/469]\tLoss_D: 0.1010\tLoss_G: 3.5938\tD(x): 0.9432\tD(G(z)): 0.0388 / 0.0351\n",
+      "[2/5][0/469]\tLoss_D: 0.0908\tLoss_G: 4.5971\tD(x): 0.9844\tD(G(z)): 0.0695 / 0.0138\n",
+      "[2/5][50/469]\tLoss_D: 0.0943\tLoss_G: 3.6284\tD(x): 0.9543\tD(G(z)): 0.0419 / 0.0401\n",
+      "[2/5][100/469]\tLoss_D: 0.1259\tLoss_G: 4.6852\tD(x): 0.9767\tD(G(z)): 0.0917 / 0.0132\n",
+      "[2/5][150/469]\tLoss_D: 0.1497\tLoss_G: 3.1594\tD(x): 0.9091\tD(G(z)): 0.0472 / 0.0643\n",
+      "[2/5][200/469]\tLoss_D: 0.1267\tLoss_G: 3.6791\tD(x): 0.9541\tD(G(z)): 0.0730 / 0.0331\n",
+      "[2/5][250/469]\tLoss_D: 0.6334\tLoss_G: 11.6740\tD(x): 0.9963\tD(G(z)): 0.4211 / 0.0000\n",
+      "[2/5][300/469]\tLoss_D: 0.1556\tLoss_G: 2.7918\tD(x): 0.9007\tD(G(z)): 0.0375 / 0.0810\n",
+      "[2/5][350/469]\tLoss_D: 1.0774\tLoss_G: 2.1093\tD(x): 0.4396\tD(G(z)): 0.0115 / 0.1929\n",
+      "[2/5][400/469]\tLoss_D: 0.3199\tLoss_G: 1.8851\tD(x): 0.7541\tD(G(z)): 0.0064 / 0.2046\n",
+      "[2/5][450/469]\tLoss_D: 0.1139\tLoss_G: 3.4729\tD(x): 0.9598\tD(G(z)): 0.0658 / 0.0460\n",
+      "[3/5][0/469]\tLoss_D: 0.0963\tLoss_G: 5.2918\tD(x): 0.9915\tD(G(z)): 0.0812 / 0.0072\n",
+      "[3/5][50/469]\tLoss_D: 0.3339\tLoss_G: 2.8957\tD(x): 0.9268\tD(G(z)): 0.2052 / 0.0758\n",
+      "[3/5][100/469]\tLoss_D: 0.2876\tLoss_G: 6.1623\tD(x): 0.9936\tD(G(z)): 0.2288 / 0.0031\n",
+      "[3/5][150/469]\tLoss_D: 0.1924\tLoss_G: 2.7249\tD(x): 0.8839\tD(G(z)): 0.0569 / 0.0889\n",
+      "[3/5][200/469]\tLoss_D: 0.0782\tLoss_G: 4.0779\tD(x): 0.9583\tD(G(z)): 0.0329 / 0.0238\n",
+      "[3/5][250/469]\tLoss_D: 0.7733\tLoss_G: 0.6420\tD(x): 0.5450\tD(G(z)): 0.0022 / 0.6045\n",
+      "[3/5][300/469]\tLoss_D: 0.7720\tLoss_G: 1.4847\tD(x): 0.6504\tD(G(z)): 0.2244 / 0.2694\n",
+      "[3/5][350/469]\tLoss_D: 0.1433\tLoss_G: 3.7184\tD(x): 0.9683\tD(G(z)): 0.1006 / 0.0326\n",
+      "[3/5][400/469]\tLoss_D: 0.3230\tLoss_G: 5.2074\tD(x): 0.9946\tD(G(z)): 0.2474 / 0.0098\n",
+      "[3/5][450/469]\tLoss_D: 0.9891\tLoss_G: 4.5226\tD(x): 0.9714\tD(G(z)): 0.5609 / 0.0158\n",
+      "[4/5][0/469]\tLoss_D: 0.4945\tLoss_G: 1.8925\tD(x): 0.8238\tD(G(z)): 0.2253 / 0.1886\n",
+      "[4/5][50/469]\tLoss_D: 0.0640\tLoss_G: 3.8926\tD(x): 0.9713\tD(G(z)): 0.0330 / 0.0296\n",
+      "[4/5][100/469]\tLoss_D: 0.9834\tLoss_G: 1.5535\tD(x): 0.6451\tD(G(z)): 0.3524 / 0.2609\n",
+      "[4/5][150/469]\tLoss_D: 0.1604\tLoss_G: 3.4090\tD(x): 0.9422\tD(G(z)): 0.0895 / 0.0437\n",
+      "[4/5][200/469]\tLoss_D: 0.0600\tLoss_G: 4.6660\tD(x): 0.9834\tD(G(z)): 0.0400 / 0.0164\n",
+      "[4/5][250/469]\tLoss_D: 0.3702\tLoss_G: 2.7558\tD(x): 0.9712\tD(G(z)): 0.2574 / 0.0861\n",
+      "[4/5][300/469]\tLoss_D: 0.0460\tLoss_G: 4.1679\tD(x): 0.9824\tD(G(z)): 0.0272 / 0.0239\n",
+      "[4/5][350/469]\tLoss_D: 0.2208\tLoss_G: 3.4682\tD(x): 0.9228\tD(G(z)): 0.1140 / 0.0466\n",
+      "[4/5][400/469]\tLoss_D: 0.9333\tLoss_G: 2.3154\tD(x): 0.7157\tD(G(z)): 0.3773 / 0.1359\n",
+      "[4/5][450/469]\tLoss_D: 0.0821\tLoss_G: 4.2963\tD(x): 0.9825\tD(G(z)): 0.0589 / 0.0201\n",
+      "[5/5][0/469]\tLoss_D: 0.0513\tLoss_G: 4.6919\tD(x): 0.9838\tD(G(z)): 0.0333 / 0.0154\n",
+      "[5/5][50/469]\tLoss_D: 0.0133\tLoss_G: 5.6623\tD(x): 0.9928\tD(G(z)): 0.0059 / 0.0063\n",
+      "[5/5][100/469]\tLoss_D: 0.0109\tLoss_G: 5.9431\tD(x): 0.9926\tD(G(z)): 0.0034 / 0.0046\n",
+      "[5/5][150/469]\tLoss_D: 2.6553\tLoss_G: 1.1021\tD(x): 0.1331\tD(G(z)): 0.0146 / 0.4710\n",
+      "[5/5][200/469]\tLoss_D: 0.6411\tLoss_G: 1.9357\tD(x): 0.6103\tD(G(z)): 0.0702 / 0.1803\n",
+      "[5/5][250/469]\tLoss_D: 0.0817\tLoss_G: 4.9986\tD(x): 0.9877\tD(G(z)): 0.0644 / 0.0105\n",
+      "[5/5][300/469]\tLoss_D: 0.0237\tLoss_G: 5.8678\tD(x): 0.9805\tD(G(z)): 0.0038 / 0.0047\n",
+      "[5/5][350/469]\tLoss_D: 0.7487\tLoss_G: 1.3572\tD(x): 0.5691\tD(G(z)): 0.0862 / 0.3030\n",
+      "[5/5][400/469]\tLoss_D: 0.3039\tLoss_G: 2.8202\tD(x): 0.8275\tD(G(z)): 0.0833 / 0.0861\n",
+      "[5/5][450/469]\tLoss_D: 0.8760\tLoss_G: 1.5020\tD(x): 0.6808\tD(G(z)): 0.3244 / 0.2690\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Initialize BCELoss function\n",
+    "criterion = nn.BCELoss()\n",
+    "\n",
+    "# Create batch of latent vectors that we will use to visualize\n",
+    "#  the progression of the generator\n",
+    "fixed_noise = torch.randn(64, nz, 1, 1, device=device)\n",
+    "\n",
+    "# Establish convention for real and fake labels during training\n",
+    "real_label = 1\n",
+    "fake_label = 0\n",
+    "\n",
+    "# Setup Adam optimizers for both G and D\n",
+    "optimizerD = optim.Adam(netD.parameters(), lr=lr, betas=(beta1, 0.999))\n",
+    "optimizerG = optim.Adam(netG.parameters(), lr=lr, betas=(beta1, 0.999))\n",
+    "\n",
+    "# Training Loop\n",
+    "\n",
+    "# Lists to keep track of progress\n",
+    "img_list = []\n",
+    "G_losses = []\n",
+    "D_losses = []\n",
+    "iters = 0\n",
+    "\n",
+    "print(\"Starting Training Loop...\")\n",
+    "# For each epoch\n",
+    "for epoch in range(num_epochs):\n",
+    "    # For each batch in the dataloader\n",
+    "    for i, data in enumerate(dataloader, 0):\n",
+    "\n",
+    "        ############################\n",
+    "        # (1) Update D network: maximize log(D(x)) + log(1 - D(G(z)))\n",
+    "        ###########################\n",
+    "        ## Train with all-real batch\n",
+    "        netD.zero_grad()\n",
+    "        # Format batch\n",
+    "        real_cpu = data[0].to(device)\n",
+    "        b_size = real_cpu.size(0)\n",
+    "        label = torch.full((b_size,), real_label, device=device, dtype=torch.float)\n",
+    "        # Forward pass real batch through D\n",
+    "        output = netD(real_cpu).view(-1)\n",
+    "        # Calculate loss on all-real batch\n",
+    "        errD_real = criterion(output, label)\n",
+    "        # Calculate gradients for D in backward pass\n",
+    "        errD_real.backward()\n",
+    "        D_x = output.mean().item()\n",
+    "\n",
+    "        ## Train with all-fake batch\n",
+    "        # Generate batch of latent vectors\n",
+    "        noise = torch.randn(b_size, nz, 1, 1, device=device)\n",
+    "        # Generate fake image batch with G\n",
+    "        fake = netG(noise)\n",
+    "        label.fill_(fake_label)\n",
+    "        # Classify all fake batch with D\n",
+    "        output = netD(fake.detach()).view(-1)\n",
+    "        # Calculate D's loss on the all-fake batch\n",
+    "        errD_fake = criterion(output, label)\n",
+    "        # Calculate the gradients for this batch\n",
+    "        errD_fake.backward()\n",
+    "        D_G_z1 = output.mean().item()\n",
+    "        # Add the gradients from the all-real and all-fake batches\n",
+    "        errD = errD_real + errD_fake\n",
+    "        # Update D\n",
+    "        optimizerD.step()\n",
+    "\n",
+    "        ############################\n",
+    "        # (2) Update G network: maximize log(D(G(z)))\n",
+    "        ###########################\n",
+    "        netG.zero_grad()\n",
+    "        label.fill_(real_label)  # fake labels are real for generator cost\n",
+    "        # Since we just updated D, perform another forward pass of all-fake batch through D\n",
+    "        output = netD(fake).view(-1)\n",
+    "        # Calculate G's loss based on this output\n",
+    "        errG = criterion(output, label)\n",
+    "        # Calculate gradients for G\n",
+    "        errG.backward()\n",
+    "        D_G_z2 = output.mean().item()\n",
+    "        # Update G\n",
+    "        optimizerG.step()\n",
+    "\n",
+    "        # Output training stats\n",
+    "        if i % 50 == 0:\n",
+    "            print('[%d/%d][%d/%d]\\tLoss_D: %.4f\\tLoss_G: %.4f\\tD(x): %.4f\\tD(G(z)): %.4f / %.4f'\n",
+    "                  % (epoch+1, num_epochs, i, len(dataloader),\n",
+    "                     errD.item(), errG.item(), D_x, D_G_z1, D_G_z2))\n",
+    "\n",
+    "        # Save Losses for plotting later\n",
+    "        G_losses.append(errG.item())\n",
+    "        D_losses.append(errD.item())\n",
+    "\n",
+    "        # Check how the generator is doing by saving G's output on fixed_noise\n",
+    "        if (iters % 500 == 0) or ((epoch == num_epochs-1) and (i == len(dataloader)-1)):\n",
+    "            with torch.no_grad():\n",
+    "                fake = netG(fixed_noise).detach().cpu()\n",
+    "            img_list.append(vutils.make_grid(fake, padding=2, normalize=True))\n",
+    "\n",
+    "        iters += 1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(10,5))\n",
+    "plt.title(\"generator and discriminator loss\")\n",
+    "plt.plot(G_losses,label=\"G\")\n",
+    "plt.plot(D_losses,label=\"D\")\n",
+    "plt.xlabel(\"iterations\")\n",
+    "plt.ylabel(\"Loss\")\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<link rel=\"stylesheet\"\n",
+       "href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css\">\n",
+       "<script language=\"javascript\">\n",
+       "  function isInternetExplorer() {\n",
+       "    ua = navigator.userAgent;\n",
+       "    /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
+       "    return ua.indexOf(\"MSIE \") > -1 || ua.indexOf(\"Trident/\") > -1;\n",
+       "  }\n",
+       "\n",
+       "  /* Define the Animation class */\n",
+       "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
+       "    this.img_id = img_id;\n",
+       "    this.slider_id = slider_id;\n",
+       "    this.loop_select_id = loop_select_id;\n",
+       "    this.interval = interval;\n",
+       "    this.current_frame = 0;\n",
+       "    this.direction = 0;\n",
+       "    this.timer = null;\n",
+       "    this.frames = new Array(frames.length);\n",
+       "\n",
+       "    for (var i=0; i<frames.length; i++)\n",
+       "    {\n",
+       "     this.frames[i] = new Image();\n",
+       "     this.frames[i].src = frames[i];\n",
+       "    }\n",
+       "    var slider = document.getElementById(this.slider_id);\n",
+       "    slider.max = this.frames.length - 1;\n",
+       "    if (isInternetExplorer()) {\n",
+       "        // switch from oninput to onchange because IE <= 11 does not conform\n",
+       "        // with W3C specification. It ignores oninput and onchange behaves\n",
+       "        // like oninput. In contrast, Microsoft Edge behaves correctly.\n",
+       "        slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
+       "        slider.setAttribute('oninput', null);\n",
+       "    }\n",
+       "    this.set_frame(this.current_frame);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.get_loop_state = function(){\n",
+       "    var button_group = document[this.loop_select_id].state;\n",
+       "    for (var i = 0; i < button_group.length; i++) {\n",
+       "        var button = button_group[i];\n",
+       "        if (button.checked) {\n",
+       "            return button.value;\n",
+       "        }\n",
+       "    }\n",
+       "    return undefined;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.set_frame = function(frame){\n",
+       "    this.current_frame = frame;\n",
+       "    document.getElementById(this.img_id).src =\n",
+       "            this.frames[this.current_frame].src;\n",
+       "    document.getElementById(this.slider_id).value = this.current_frame;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.next_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.previous_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.first_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(0);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.last_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(this.frames.length - 1);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.slower = function()\n",
+       "  {\n",
+       "    this.interval /= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.faster = function()\n",
+       "  {\n",
+       "    this.interval *= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_forward = function()\n",
+       "  {\n",
+       "    this.current_frame += 1;\n",
+       "    if(this.current_frame < this.frames.length){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.first_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.last_frame();\n",
+       "        this.reverse_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.last_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_reverse = function()\n",
+       "  {\n",
+       "    this.current_frame -= 1;\n",
+       "    if(this.current_frame >= 0){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.last_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.first_frame();\n",
+       "        this.play_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.first_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.pause_animation = function()\n",
+       "  {\n",
+       "    this.direction = 0;\n",
+       "    if (this.timer){\n",
+       "      clearInterval(this.timer);\n",
+       "      this.timer = null;\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.play_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = 1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_forward();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.reverse_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = -1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_reverse();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "</script>\n",
+       "\n",
+       "<style>\n",
+       ".animation {\n",
+       "    display: inline-block;\n",
+       "    text-align: center;\n",
+       "}\n",
+       "input[type=range].anim-slider {\n",
+       "    width: 374px;\n",
+       "    margin-left: auto;\n",
+       "    margin-right: auto;\n",
+       "}\n",
+       ".anim-buttons {\n",
+       "    margin: 8px 0px;\n",
+       "}\n",
+       ".anim-buttons button {\n",
+       "    padding: 0;\n",
+       "    width: 36px;\n",
+       "}\n",
+       ".anim-state label {\n",
+       "    margin-right: 8px;\n",
+       "}\n",
+       ".anim-state input {\n",
+       "    margin: 0;\n",
+       "    vertical-align: middle;\n",
+       "}\n",
+       "</style>\n",
+       "\n",
+       "<div class=\"animation\">\n",
+       "  <img id=\"_anim_imgf3bd71dc59e94da6aea6999efd746c28\">\n",
+       "  <div class=\"anim-controls\">\n",
+       "    <input id=\"_anim_sliderf3bd71dc59e94da6aea6999efd746c28\" type=\"range\" class=\"anim-slider\"\n",
+       "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
+       "           oninput=\"animf3bd71dc59e94da6aea6999efd746c28.set_frame(parseInt(this.value));\">\n",
+       "    <div class=\"anim-buttons\">\n",
+       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"animf3bd71dc59e94da6aea6999efd746c28.slower()\">\n",
+       "          <i class=\"fa fa-minus\"></i></button>\n",
+       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"animf3bd71dc59e94da6aea6999efd746c28.first_frame()\">\n",
+       "        <i class=\"fa fa-fast-backward\"></i></button>\n",
+       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"animf3bd71dc59e94da6aea6999efd746c28.previous_frame()\">\n",
+       "          <i class=\"fa fa-step-backward\"></i></button>\n",
+       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"animf3bd71dc59e94da6aea6999efd746c28.reverse_animation()\">\n",
+       "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
+       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"animf3bd71dc59e94da6aea6999efd746c28.pause_animation()\">\n",
+       "          <i class=\"fa fa-pause\"></i></button>\n",
+       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"animf3bd71dc59e94da6aea6999efd746c28.play_animation()\">\n",
+       "          <i class=\"fa fa-play\"></i></button>\n",
+       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"animf3bd71dc59e94da6aea6999efd746c28.next_frame()\">\n",
+       "          <i class=\"fa fa-step-forward\"></i></button>\n",
+       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"animf3bd71dc59e94da6aea6999efd746c28.last_frame()\">\n",
+       "          <i class=\"fa fa-fast-forward\"></i></button>\n",
+       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"animf3bd71dc59e94da6aea6999efd746c28.faster()\">\n",
+       "          <i class=\"fa fa-plus\"></i></button>\n",
+       "    </div>\n",
+       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_selectf3bd71dc59e94da6aea6999efd746c28\"\n",
+       "          class=\"anim-state\">\n",
+       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_f3bd71dc59e94da6aea6999efd746c28\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio1_f3bd71dc59e94da6aea6999efd746c28\">Once</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_f3bd71dc59e94da6aea6999efd746c28\"\n",
+       "             checked>\n",
+       "      <label for=\"_anim_radio2_f3bd71dc59e94da6aea6999efd746c28\">Loop</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_f3bd71dc59e94da6aea6999efd746c28\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio3_f3bd71dc59e94da6aea6999efd746c28\">Reflect</label>\n",
+       "    </form>\n",
+       "  </div>\n",
+       "</div>\n",
+       "\n",
+       "\n",
+       "<script language=\"javascript\">\n",
+       "  /* Instantiate the Animation class. */\n",
+       "  /* The IDs given should match those used in the template above. */\n",
+       "  (function() {\n",
+       "    var img_id = \"_anim_imgf3bd71dc59e94da6aea6999efd746c28\";\n",
+       "    var slider_id = \"_anim_sliderf3bd71dc59e94da6aea6999efd746c28\";\n",
+       "    var loop_select_id = \"_anim_loop_selectf3bd71dc59e94da6aea6999efd746c28\";\n",
+       "    var frames = new Array(6);\n",
+       "    \n",
+       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAyAAAAMgCAYAAADbcAZoAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
+       "bGliIHZlcnNpb24zLjEwLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvc2/+5QAAAAlwSFlzAAAP\\\n",
+       "YQAAD2EBqD+naQABAABJREFUeJzs/XeMpPl1341+q7q6cs5VXV2hc56e0JN3Ns4ul7tcSkvSXFGk\\\n",
+       "LFO0oQjaFgTDMmAZEl7IgiBDsizISiRFkaBIUSI3cnOYDZOnw3TOXbEr51xddf8YncMe+uIC95po\\\n",
+       "7/ve3wdYMOzudNdTz/N7Tvie75F0Op0OBAKBQCAQCAQCgeAIkP6f/gUEAoFAIBAIBALB//8gEhCB\\\n",
+       "QCAQCAQCgUBwZIgERCAQCAQCgUAgEBwZIgERCAQCgUAgEAgER4ZIQAQCgUAgEAgEAsGRIRIQgUAg\\\n",
+       "EAgEAoFAcGSIBEQgEAgEAoFAIBAcGSIBEQgEAoFAIBAIBEeGSEAEAoFAIBAIBALBkSESEIFAIBAI\\\n",
+       "BAKBQHBkiAREIBAIBAKBQCAQHBkiAREIBAKBQCAQCARHhkhABAKBQCAQCAQCwZEhEhCBQCAQCAQC\\\n",
+       "gUBwZIgERCAQCAQCgUAgEBwZIgERCAQCgUAgEAgER4ZIQAQCgUAgEAgEAsGRIRIQgUAgEAgEAoFA\\\n",
+       "cGSIBEQgEAgEAoFAIBAcGSIBEQgEAoFAIBAIBEeGSEAEAoFAIBAIBALBkSESEIFAIBAIBAKBQHBk\\\n",
+       "iAREIBAIBAKBQCAQHBkiAREIBAKBQCAQCARHhkhABAKBQCAQCAQCwZEhEhCBQCAQCAQCgUBwZIgE\\\n",
+       "RCAQCAQCgUAgEBwZIgERCAQCgUAgEAgER4ZIQAQCgUAgEAgEAsGRIRIQgUAgEAgEAoFAcGSIBEQg\\\n",
+       "EAgEAoFAIBAcGSIBEQgEAoFAIBAIBEeGSEAEAoFAIBAIBALBkSESEIFAIBAIBAKBQHBkiAREIBAI\\\n",
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+       "gUAgEBwZIgERCAQCgUAgEAgER4ZIQAQCgUAgEAgEAsGRIRIQgUAgEAgEAoFAcGSIBEQgEAgEAoFA\\\n",
+       "IBAcGSIBEQgEAoFAIBAIBEeGSEAEAoFAIBAIBALBkSESEIFAIBAIBAKBQHBkiAREIBAIBAKBQCAQ\\\n",
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+       "EQgEAoFAIBAIBEeGSEAEAoFAIBAIBALBkSESEIFAIBAIBAKBQHBkiAREIBAIBAKBQCAQHBkiAREI\\\n",
+       "BAKBQCAQCARHhkhABAKBQCAQCAQCwZEhEhCBQCAQCAQCgUBwZIgERCAQCAQCgUAgEBwZIgERCAQC\\\n",
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+       "IBAIBEeGSEAEAoFAIBAIBALBkSESEIFAIBAIBAKBQHBkiAREIBAIBAKBQCAQHBkiAREIBAKBQCAQ\\\n",
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+       "RK5CYII=\\\n",
+       "\"\n",
+       "\n",
+       "\n",
+       "    /* set a timeout to make sure all the above elements are created before\n",
+       "       the object is initialized. */\n",
+       "    setTimeout(function() {\n",
+       "        animf3bd71dc59e94da6aea6999efd746c28 = new Animation(frames, img_id, slider_id, 1000.0,\n",
+       "                                 loop_select_id);\n",
+       "    }, 0);\n",
+       "  })()\n",
+       "</script>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure(figsize=(8,8))\n",
+    "plt.axis(\"off\")\n",
+    "ims = [[plt.imshow(np.transpose(i,(1,2,0)), animated=True)] for i in img_list]\n",
+    "ani = animation.ArtistAnimation(fig, ims, interval=1000, repeat_delay=1000, blit=True)\n",
+    "HTML(ani.to_jshtml())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1500 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "real_batch = next(iter(dataloader))\n",
+    "\n",
+    "# Plot the real images\n",
+    "plt.figure(figsize=(15,15))\n",
+    "plt.subplot(1,2,1)\n",
+    "plt.axis(\"off\")\n",
+    "plt.title(\"Real Images\")\n",
+    "plt.imshow(np.transpose(vutils.make_grid(real_batch[0].to(device)[:64], padding=5, normalize=True).cpu(),(1,2,0)))\n",
+    "\n",
+    "# Plot the fake images from the last epoch\n",
+    "plt.subplot(1,2,2)\n",
+    "plt.axis(\"off\")\n",
+    "plt.title(\"Fake Images\")\n",
+    "plt.imshow(np.transpose(img_list[-1],(1,2,0)))\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The results for some images might be convincing, but probably you can spot some bad results as well. We will see how we can use different architectures and training objectives to get better results. More importantly, we generate images directly from noise, not knowing what number (if any) will come out on the output."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<font color='red'>**Question**</font>  \n",
+    "How could we change the architecture above to control which number the generator should output ?\n",
+    "\n",
+    "<font color='green'>**Answer**</font>\n",
+    "To control which digit the generator should output, we can use a by feeding the digit label as an additional input to both the generator and the discriminator."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<font color='green'>**Bonus**</font>   \n",
+    "**Copy** the code you implemented above into a new Python cell and adapt it to implement your idea to control the number the generator outputs. Plot the training loss curves and a few examples of your model's outputs (e.g. generate(number=7) # Generates a handwritten 7). Note that we still want to be able to generate different images of the same class ! (i.e. generate(number=4) shoud not generate always the same handwritten 4, but a different one at each time)  "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "5fbSgsrE1GqC"
+   },
+   "source": [
+    "# Part 2: Conditional GAN (cGAN)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "7SjXNoT7BUey"
+   },
+   "source": [
+    "Let's take the example of the set described in the following picture:  \n",
+    "\n",
+    "<p align=\"center\">\n",
+    "<img height=300px src=\"https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/map_streetview.png\"/></p>\n",
+    "<p align=\"center\"></p>\n",
+    "\n",
+    "We have a picture of a map (from Google Maps) and we want to create an image of what the satellite view may look like.\n",
+    "\n",
+    "Therefore, we do not only want to generate a picture from random noise, but rather generate a picture from another picture. For this purpose we will use a cGAN instead of a vanilla GAN, which was introduced in this [paper](https://arxiv.org/pdf/1611.07004.pdf).\n",
+    "\n",
+    "A cGAN is a supervised GAN aiming at mapping a label picture to a real one or a real picture to a label one. As you can see in the diagram below, the discriminator will take as input a pair of images and try to predict if the pair was generated or not. The generator will not generate an image from noise but will intead use an image (label or real) to generate another one (real or label).  \n",
+    "\n",
+    "<p align=\"center\">\n",
+    "<img height=300px src=\"https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/cgan_map.png\"/></p>\n",
+    "<p align=\"center\"></p>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "0JRaeHfzl6cO"
+   },
+   "source": [
+    "### Generator\n",
+    "\n",
+    "In the cGAN architecture, the generator chosen is a U-Net.\n",
+    "\n",
+    "<p align=\"center\">\n",
+    "<img height=300px src=\"https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/unet.png\"/></p>\n",
+    "<p align=\"center\"></p>\n",
+    "\n",
+    "A U-Net takes as input an image, and outputs another image. \n",
+    "\n",
+    "It can be divided into 2 subparts : an encoder and a decoder. \n",
+    "* The encoder takes the input image and reduces its dimension to encode the main features into a vector. \n",
+    "* The decoder takes this vector and map the features stored into an image.\n",
+    "\n",
+    "A U-Net architecture is different from a vanilla convolutional encoder-decoder in that every layer of the decoder takes as input the previous decoded output as well as the output feature map from the encoder layers of the same level. This allows the decoder to map low frequencies information encoded during the descent as well as high frequencies from the original picture. \n",
+    "\n",
+    "<p align=\"center\">\n",
+    "<img height=300px src=\"https://www.researchgate.net/profile/Baris_Turkbey/publication/315514772/figure/fig2/AS:485824962797569@1492841105670/U-net-architecture-Each-box-corresponds-to-a-multi-channel-features-maps-The-number-of.png\"/></p>\n",
+    "<p align=\"center\"></p>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "xFqMOsoYwzFe"
+   },
+   "source": [
+    "The architecture we will implement is the following (the number in the square is the number of filters used).\n",
+    "\n",
+    "<p align=\"center\">\n",
+    "<img height=300px src=\"https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/unet_architecture.png\"/></p>\n",
+    "<p align=\"center\"></p>\n",
+    "\n",
+    "The encoder will take as input a colored picture (3 channels: RGB), it will pass through a series of convolution layers to encode the features of the picture. It will then be decoded by the decoder using transposed convolutional layers. These layers will take as input the previous decoded vector AND the encoded features of the same level. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "yzy7y4hmbbX3"
+   },
+   "source": [
+    "For this part the objective is to use a cGAN to generate facades from a template image. For this purpose, we will use the \"Facade\" dataset.\n",
+    "\n",
+    "<p align=\"center\">\n",
+    "<img height=250px src=\"https://storage.googleapis.com/kaggle-datasets-images/926166/1567332/1fd1b7ec805d92b48a1227c376044d0b/dataset-cover.png\"/></p>\n",
+    "<p align=\"center\"></p>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "Q_jf9H_NDESm"
+   },
+   "source": [
+    "Let's start by creating a few classes describing the layers we will use in the U-Net."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "uOKvYDyu0w8N"
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/projet17/saycam/.venv/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
+      "  from .autonotebook import tqdm as notebook_tqdm\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Importing all the libraries needed\n",
+    "import os\n",
+    "import glob\n",
+    "import torch\n",
+    "import kagglehub\n",
+    "\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import torchvision.transforms as transforms\n",
+    "\n",
+    "from torch import nn\n",
+    "from PIL import Image\n",
+    "from torch.utils.data import Dataset, DataLoader"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "Zk5a6B5hILN2"
+   },
+   "outputs": [],
+   "source": [
+    "# code adapted from https://github.com/milesial/Pytorch-UNet/blob/master/unet/unet_parts.py\n",
+    "\n",
+    "# Input layer\n",
+    "class inconv(nn.Module):\n",
+    "    def __init__(self, in_ch, out_ch):\n",
+    "        super(inconv, self).__init__()\n",
+    "        self.conv = nn.Sequential(\n",
+    "            nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
+    "            nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
+    "        )\n",
+    "\n",
+    "    def forward(self, x):\n",
+    "        x = self.conv(x)\n",
+    "        return x\n",
+    "\n",
+    "# Encoder layer\n",
+    "class down(nn.Module):\n",
+    "    def __init__(self, in_ch, out_ch):\n",
+    "        super(down, self).__init__()\n",
+    "        self.conv = nn.Sequential(\n",
+    "            nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
+    "            nn.BatchNorm2d(out_ch),\n",
+    "            nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
+    "        )\n",
+    "\n",
+    "    def forward(self, x):\n",
+    "        x = self.conv(x)\n",
+    "        return x\n",
+    "\n",
+    "# Decoder layer\n",
+    "class up(nn.Module):\n",
+    "    def __init__(self, in_ch, out_ch, dropout=False):\n",
+    "        super(up, self).__init__()\n",
+    "        if dropout :\n",
+    "            self.conv = nn.Sequential(\n",
+    "                nn.ConvTranspose2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
+    "                nn.BatchNorm2d(out_ch),\n",
+    "                nn.Dropout(0.5, inplace=True),\n",
+    "                nn.ReLU(inplace=True)\n",
+    "            )\n",
+    "        else:\n",
+    "            self.conv = nn.Sequential(\n",
+    "                nn.ConvTranspose2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
+    "                nn.BatchNorm2d(out_ch),\n",
+    "                nn.ReLU(inplace=True)\n",
+    "            )\n",
+    "\n",
+    "    def forward(self, x1, x2):\n",
+    "        x1 = self.conv(x1)\n",
+    "        x = torch.cat([x1, x2], dim=1)\n",
+    "        return x\n",
+    "\n",
+    "# Output layer\n",
+    "class outconv(nn.Module):\n",
+    "    def __init__(self, in_ch, out_ch):\n",
+    "        super(outconv, self).__init__()\n",
+    "        self.conv = nn.Sequential(\n",
+    "              nn.ConvTranspose2d(in_ch, out_ch, kernel_size=4, padding=1, stride=2),\n",
+    "              nn.Tanh()\n",
+    "        )\n",
+    "\n",
+    "    def forward(self, x):\n",
+    "        x = self.conv(x)\n",
+    "        return x"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "1rZ5Qz1mBUe8"
+   },
+   "source": [
+    "Now let's create the U-Net using the helper classes defined previously."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "4Tbp_535EVPW"
+   },
+   "outputs": [],
+   "source": [
+    "class U_Net(nn.Module):\n",
+    "    ''' \n",
+    "    Ck denotes a Convolution-BatchNorm-ReLU layer with k filters.\n",
+    "    CDk denotes a Convolution-BatchNorm-Dropout-ReLU layer with a dropout rate of 50%\n",
+    "    Encoder:\n",
+    "      C64   - C128   - C256   - C512  - C512  - C512 - C512 - C512\n",
+    "    Decoder:\n",
+    "      CD512 - CD1024 - CD1024 - C1024 - C1024 - C512 - C256 - C128\n",
+    "    '''\n",
+    "    def __init__(self, n_channels, n_classes):\n",
+    "        super(U_Net, self).__init__()\n",
+    "        # Encoder\n",
+    "        self.inc = inconv(n_channels, 64) # 64 filters\n",
+    "        # TODO :\n",
+    "        # Create the 7 encoder layers called \"down1\" to \"down7\" following this sequence\n",
+    "        # C64   - C128   - C256   - C512  - C512  - C512 - C512 - C512\n",
+    "        # The first one has already been implemented\n",
+    "        self.down1 = down(64,128)\n",
+    "        self.down2 = down(128,256)\n",
+    "        self.down3 = down(256,512)\n",
+    "        self.down4 = down(512,512)\n",
+    "        self.down5 = down(512,512)\n",
+    "        self.down6 = down(512,512)\n",
+    "        self.down7 = down(512,512)\n",
+    "        \n",
+    "        # Decoder\n",
+    "        # TODO :\n",
+    "        # Create the 7 decoder layers called up1 to up7 following this sequence :\n",
+    "        # CD512 - CD1024 - CD1024 - C1024 - C1024 - C512 - C256 - C128\n",
+    "        # The last layer has already been defined\n",
+    "        self.up1 = up(256,64)  \n",
+    "        self.up2 = up(512,128)\n",
+    "        self.up3 = up(1024,256)\n",
+    "        self.up4 = up(1024,512)\n",
+    "        self.up5 = up(1024,512)        \n",
+    "        self.up6 = up(1024,512)\n",
+    "        self.up7 = up(512,512)\n",
+    "        \n",
+    "        self.outc = outconv(128, n_classes) # 128 filters\n",
+    "\n",
+    "    def forward(self, x):\n",
+    "        x1 = self.inc(x)\n",
+    "        x2 = self.down1(x1)\n",
+    "        x3 = self.down2(x2)\n",
+    "        x4 = self.down3(x3)\n",
+    "        x5 = self.down4(x4)\n",
+    "        x6 = self.down5(x5)\n",
+    "        x7 = self.down6(x6)\n",
+    "        x8 = self.down7(x7)\n",
+    "        # At this stage x8 is our encoded vector, we will now decode it\n",
+    "        x = self.up7(x8, x7)\n",
+    "        x = self.up6(x, x6)\n",
+    "        x = self.up5(x, x5)\n",
+    "        x = self.up4(x, x4)\n",
+    "        x = self.up3(x, x3)\n",
+    "        x = self.up2(x, x2)\n",
+    "        x = self.up1(x, x1)\n",
+    "        x = self.outc(x)\n",
+    "        return x"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "1hmcejTWJSYY"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "U_Net(\n",
+      "  (inc): inconv(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(3, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (down1): down(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(64, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (down2): down(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(128, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (down3): down(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(256, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (down4): down(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(512, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (down5): down(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(512, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (down6): down(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(512, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (down7): down(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(512, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (up1): up(\n",
+      "    (conv): Sequential(\n",
+      "      (0): ConvTranspose2d(256, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): ReLU(inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (up2): up(\n",
+      "    (conv): Sequential(\n",
+      "      (0): ConvTranspose2d(512, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): ReLU(inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (up3): up(\n",
+      "    (conv): Sequential(\n",
+      "      (0): ConvTranspose2d(1024, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): ReLU(inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (up4): up(\n",
+      "    (conv): Sequential(\n",
+      "      (0): ConvTranspose2d(1024, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): ReLU(inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (up5): up(\n",
+      "    (conv): Sequential(\n",
+      "      (0): ConvTranspose2d(1024, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): ReLU(inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (up6): up(\n",
+      "    (conv): Sequential(\n",
+      "      (0): ConvTranspose2d(1024, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): ReLU(inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (up7): up(\n",
+      "    (conv): Sequential(\n",
+      "      (0): ConvTranspose2d(512, 512, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): ReLU(inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (outc): outconv(\n",
+      "    (conv): Sequential(\n",
+      "      (0): ConvTranspose2d(128, 3, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): Tanh()\n",
+      "    )\n",
+      "  )\n",
+      ")\n"
+     ]
+    }
+   ],
+   "source": [
+    "# We take images that have 3 channels (RGB) as input and output an image that also have 3 channels (RGB)\n",
+    "generator = U_Net(3, 3)\n",
+    "\n",
+    "# Check that the architecture is as expected\n",
+    "print(generator)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "xIXFtHzcBUfO"
+   },
+   "source": [
+    "You should now have a working U-Net."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "RqD1katYBUfP"
+   },
+   "source": [
+    "<font color='red'>**Question**</font>                                                                  \n",
+    "Knowing the input and output images will have the shape 256x256 with 3 channels, what will be the dimension of the feature map \"x8\" ?\n",
+    "\n",
+    "<font color='green'>**Answer**</font>\n",
+    "In our case, since we strat with 256x256 images and we apply 8 layers that each devide the size by 2, the final encoded vector will be 1x1. The last layer have 512 filters, so the encoded vector x9 is 1x1x51\n",
+    "\n",
+    "<font color='red'>**Question**</font>                                                                  \n",
+    "As you can see, U-net has an encoder-decoder architecture with skip connections. Explain what is the point of the skip connections.\n",
+    "\n",
+    "<font color='green'>**Answer**</font>\n",
+    "\n",
+    "U_net works better than a basic encoder-decoder because of the skip connections. They help the decoder to kkeep some details from the original image that would be lost otherwise. Without them, the decoder only has access to the compressed info, which is not always enough to get a good output. It's especially helpful for task where we need to keep both globalb and local informations."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "cchTp3thBUfR"
+   },
+   "source": [
+    "### Discriminator\n",
+    "\n",
+    "In the cGAN architecture, the chosen discriminator is a Patch GAN. Instead of classifying if the whole image is fake or not (binary classification), this discriminator tries to classify if each N × N patch in an image is real or fake.\n",
+    "\n",
+    "![patch GAN](https://raw.githubusercontent.com/Neyri/Projet-cGAN/master/BE/img/patchGAN.png)\n",
+    "\n",
+    "The size N is given by the depth of the net. According to this table :\n",
+    "\n",
+    "| Number of layers | N |\n",
+    "| ---- | ---- |\n",
+    "| 1 | 16 |\n",
+    "| 2 | 34 |\n",
+    "| 3 | 70 |\n",
+    "| 4 | 142 |\n",
+    "| 5 | 286 |\n",
+    "| 6 | 574 |\n",
+    "\n",
+    "The number of layers actually means the number of layers with `kernel=(4,4)`, `padding=(1,1)` and `stride=(2,2)`. These layers are followed by 2 layers with `kernel=(4,4)`, `padding=(1,1)` and `stride=(1,1)`.\n",
+    "In our case we are going to create a 70x70 PatchGAN."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "ge6I7M0aBUfT"
+   },
+   "source": [
+    "Let's first create a few helping classes."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "RYqomFO8BUfV"
+   },
+   "outputs": [],
+   "source": [
+    "class conv_block(nn.Module):\n",
+    "    def __init__(self, in_ch, out_ch, use_batchnorm=True, stride=2):\n",
+    "        super(conv_block, self).__init__()\n",
+    "        if use_batchnorm:\n",
+    "            self.conv = nn.Sequential(\n",
+    "                nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=stride),\n",
+    "                nn.BatchNorm2d(out_ch),\n",
+    "                nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
+    "            )\n",
+    "        else:\n",
+    "            self.conv = nn.Sequential(\n",
+    "                nn.Conv2d(in_ch, out_ch, kernel_size=4, padding=1, stride=stride),\n",
+    "                nn.LeakyReLU(negative_slope=0.2, inplace=True)\n",
+    "            )\n",
+    "\n",
+    "    def forward(self, x):\n",
+    "        x = self.conv(x)\n",
+    "        return x\n",
+    "    \n",
+    "\n",
+    "class out_block(nn.Module):\n",
+    "    def __init__(self, in_ch, out_ch):\n",
+    "        super(out_block, self).__init__()\n",
+    "        self.conv = nn.Sequential(\n",
+    "            nn.Conv2d(in_ch, 1, kernel_size=4, padding=1, stride=1),\n",
+    "            nn.Sigmoid()\n",
+    "        )\n",
+    "\n",
+    "    def forward(self, x):\n",
+    "        x = self.conv(x)\n",
+    "        return x"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "5m4Dnup4BUfc"
+   },
+   "source": [
+    "Now let's create the Patch GAN discriminator.\n",
+    "As we want a 70x70 Patch GAN, the architecture will be as follows :\n",
+    "```\n",
+    "1. C64  - K4, P1, S2\n",
+    "2. C128 - K4, P1, S2\n",
+    "3. C256 - K4, P1, S2\n",
+    "4. C512 - K4, P1, S1\n",
+    "5. C1   - K4, P1, S1 (output)\n",
+    "```\n",
+    "Where Ck denotes a convolution block with k filters, Kk a kernel of size k, Pk is the padding size and Sk the stride applied.\n",
+    "*Note :* For the first layer, we do not use batchnorm."
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "AH6u5a-PBUfg"
+   },
+   "source": [
+    "<font color='red'>**Question**</font>                                                                  \n",
+    "Knowing input images will be 256x256 with 3 channels each, how many learnable parameters this neural network has ?\n",
+    "\n",
+    "<font color='green'>**Answer**</font>   \n",
+    "This network has around **2,764,373 learnable parameters** when using 256x256 images with 3 channels as input."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "g_9LxNhGBUfi"
+   },
+   "outputs": [],
+   "source": [
+    "class PatchGAN(nn.Module):\n",
+    "    def __init__(self, n_channels, n_classes):\n",
+    "        super(PatchGAN, self).__init__()\n",
+    "        # TODO :\n",
+    "        # create the 4 first layers named conv1 to conv4\n",
+    "        self.conv1 = conv_block(n_channels, 64, use_batchnorm=False)\n",
+    "        self.conv2 = conv_block(64, 128)\n",
+    "        self.conv3 = conv_block(128, 256)\n",
+    "        self.conv4 = conv_block(256, 512, stride = 1)\n",
+    "        # output layer\n",
+    "        self.out = out_block(512, n_classes)\n",
+    "        \n",
+    "    def forward(self, x1, x2):\n",
+    "        x = torch.cat([x2, x1], dim=1)\n",
+    "        x = self.conv1(x)\n",
+    "        x = self.conv2(x)\n",
+    "        x = self.conv3(x)\n",
+    "        x = self.conv4(x)\n",
+    "        x = self.out(x)\n",
+    "        return x"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "W_sevZRnBUfn"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PatchGAN(\n",
+      "  (conv1): conv_block(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(6, 64, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (conv2): conv_block(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(64, 128, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (conv3): conv_block(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(128, 256, kernel_size=(4, 4), stride=(2, 2), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (conv4): conv_block(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(256, 512, kernel_size=(4, 4), stride=(1, 1), padding=(1, 1))\n",
+      "      (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
+      "      (2): LeakyReLU(negative_slope=0.2, inplace=True)\n",
+      "    )\n",
+      "  )\n",
+      "  (out): out_block(\n",
+      "    (conv): Sequential(\n",
+      "      (0): Conv2d(512, 1, kernel_size=(4, 4), stride=(1, 1), padding=(1, 1))\n",
+      "      (1): Sigmoid()\n",
+      "    )\n",
+      "  )\n",
+      ")\n"
+     ]
+    }
+   ],
+   "source": [
+    "# We have 6 input channels as we concatenate 2 images (with 3 channels each)\n",
+    "\n",
+    "discriminator = PatchGAN(6,1)\n",
+    "\n",
+    "print(discriminator)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "v_QubOycBUfv"
+   },
+   "source": [
+    "You should now have a working discriminator."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "DiI2CByRBUfz"
+   },
+   "source": [
+    "### Loss functions\n",
+    "\n",
+    "The global loss function will be made of 2 parts :\n",
+    "* The vanilla GAN loss, in which the discriminator tries to maximize the probability it correctly classifies reals and fakes and the generator tries to minimize the probability that the discriminator will predict its outputs are fake.\n",
+    "* An auxiliary image reconstruction objective, in which the generator not only has to fool the discriminator, but also generate an image that is near to the ground truth image.\n",
+    "\n",
+    "Therefore, the loss can be defined as: $$ G^* = arg\\ \\underset{G}{min}\\ \\underset{D}{max}\\ \\mathcal{L}_{cGAN}(G, D) + \\lambda \\mathcal{L}_{L1}(G)$$  \n",
+    "In which \n",
+    "$$ \\mathcal{L}_{cGAN}(G, D) = \\mathbb{E}_{x, y}\\big[logD(x, y)\\big] + \\mathbb{E}_{x, z}\\big[log(1 - D(x, G(x, z)))\\big] $$\n",
+    "$$ \\mathcal{L}_{L1}(G) = \\mathbb{E}_{x, y, z}\\big[||y - G(x, z)||_1\\big] $$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "k4G_xewPBUf4"
+   },
+   "outputs": [],
+   "source": [
+    "# Loss functions\n",
+    "criterion_GAN = torch.nn.BCELoss()\n",
+    "criterion_pixelwise = torch.nn.L1Loss()\n",
+    "\n",
+    "# Loss weight of L1 pixel-wise loss between translated image and real image\n",
+    "lambda_pixel = 100"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "c12q2NwkBUf7"
+   },
+   "source": [
+    "### Training and evaluating models "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "vGKjO0UMBUf9"
+   },
+   "outputs": [],
+   "source": [
+    "# parameters\n",
+    "num_epochs = 3        # number of epochs of training\n",
+    "batch_size = 16         # size of the batches\n",
+    "lr = 2e-4               # learning rate\n",
+    "b1 = 0.5                # decay of first order momentum of gradient\n",
+    "b2 = 0.999              # decay of second order momentum of gradient\n",
+    "img_height = 256        # size of image height\n",
+    "img_width = 256         # size of image width\n",
+    "channels = 3            # number of image channels\n",
+    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "PhPkU7BDYooV"
+   },
+   "source": [
+    "Download the Facades dataset\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "8wyPjAxPYsNF"
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Path to dataset files: /home/projet17/.cache/kagglehub/datasets/kokeyehya/cmp-facade-db-base/versions/1\n"
+     ]
+    }
+   ],
+   "source": [
+    "dataset_path = kagglehub.dataset_download(\"kokeyehya/cmp-facade-db-base\")\n",
+    "\n",
+    "print(\"Path to dataset files:\", dataset_path)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "6DHT9c0_BUgA"
+   },
+   "source": [
+    "Configure the dataloader"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "rxi_QIpgBUgB"
+   },
+   "outputs": [],
+   "source": [
+    "class FacadeDataset(Dataset):\n",
+    "    def __init__(self, root, transforms_=None, mode='train'):\n",
+    "        self.transform = transforms.Compose(transforms_)\n",
+    "        self.images_path = sorted(glob.glob(root + '/base/*.jpg'))\n",
+    "\n",
+    "        if mode == 'train':\n",
+    "            self.images_path = self.images_path[:int(len(self.images_path) * 0.95)]\n",
+    "        elif mode == 'val':\n",
+    "            self.images_path = self.images_path[int(len(self.images_path) * 0.95):]\n",
+    "        else:\n",
+    "            raise Exception('Invalid mode! It must be either train or val')\n",
+    "\n",
+    "        self.masks_path = [image.split(\".jpg\")[0] + \".png\" for image in self.images_path]\n",
+    "        assert len(self.images_path) == len(self.masks_path), \"Number of images and masks must be the same\"\n",
+    "\n",
+    "\n",
+    "    def __getitem__(self, index):\n",
+    "        img = Image.open(self.images_path[index])\n",
+    "        mask = Image.open(self.masks_path[index])\n",
+    "        mask = mask.convert('RGB')\n",
+    "\n",
+    "        img = self.transform(img)\n",
+    "        mask = self.transform(mask)\n",
+    "\n",
+    "        return img, mask\n",
+    "\n",
+    "    def __len__(self):\n",
+    "        return len(self.images_path)\n",
+    "    \n",
+    "# Configure dataloaders\n",
+    "transforms_ = [transforms.Resize((img_height, img_width), Image.BICUBIC),\n",
+    "               transforms.ToTensor()]\n",
+    "\n",
+    "dataloader = DataLoader(FacadeDataset(dataset_path, transforms_=transforms_),\n",
+    "                        batch_size=batch_size, shuffle=True, drop_last=True, num_workers=0)\n",
+    "\n",
+    "val_dataloader = DataLoader(FacadeDataset(dataset_path, transforms_=transforms_, mode='val'),\n",
+    "                            batch_size=batch_size, shuffle=False)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "Okb3LU76BUgG"
+   },
+   "source": [
+    "Check if the loading works and add few helper functions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "xuxq4TZRBUgJ"
+   },
+   "outputs": [],
+   "source": [
+    "def plot2x2Array(image, mask):\n",
+    "    f, axarr = plt.subplots(1, 2)\n",
+    "    axarr[0].imshow(image)\n",
+    "    axarr[1].imshow(mask)\n",
+    "\n",
+    "    axarr[0].set_title('Image')\n",
+    "    axarr[1].set_title('Mask')\n",
+    "\n",
+    "\n",
+    "def reverse_transform(image):\n",
+    "    image = image.numpy().transpose((1, 2, 0))\n",
+    "    image = np.clip(image, 0, 1)\n",
+    "    image = (image * 255).astype(np.uint8)\n",
+    "\n",
+    "    return image\n",
+    "\n",
+    "def plot2x3Array(image, mask,predict):\n",
+    "    f, axarr = plt.subplots(1,3,figsize=(15,15))\n",
+    "    axarr[0].imshow(image)\n",
+    "    axarr[1].imshow(mask)\n",
+    "    axarr[2].imshow(predict)\n",
+    "    axarr[0].set_title('input')\n",
+    "    axarr[1].set_title('real')\n",
+    "    axarr[2].set_title('fake')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "m2NxLrQEBUgM"
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "images, masks = next(iter(dataloader))\n",
+    "\n",
+    "for i in range(5):\n",
+    "    image = reverse_transform(images[i])\n",
+    "    mask = reverse_transform(masks[i])\n",
+    "    plot2x2Array(image, mask)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "zAvaxAbxBUgQ"
+   },
+   "source": [
+    "Initialize our GAN"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "dVgF3qfDBUgR"
+   },
+   "outputs": [],
+   "source": [
+    "# Calculate output of image discriminator (PatchGAN)\n",
+    "patch_size = (1, img_height//2**3-2, img_width//2**3-2)\n",
+    "\n",
+    "generator = generator.to(device)\n",
+    "discriminator = discriminator.to(device)\n",
+    "    \n",
+    "# Optimizers\n",
+    "optimizer_G = torch.optim.Adam(generator.parameters(), lr=lr, betas=(b1, b2))\n",
+    "optimizer_D = torch.optim.Adam(discriminator.parameters(), lr=lr, betas=(b1, b2))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "rN3cbiWaBUgf"
+   },
+   "source": [
+    "Additional auxiliary functions"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "msmQQUX-BUgh"
+   },
+   "outputs": [],
+   "source": [
+    "def save_model(epoch, loss_D, loss_G):\n",
+    "    # save your model weights\n",
+    "    torch.save({\n",
+    "                'epoch': epoch,\n",
+    "                'model_state_dict': generator.state_dict(),\n",
+    "                'optimizer_state_dict': optimizer_G.state_dict(),\n",
+    "                'loss': loss_G,\n",
+    "                }, 'generator_'+str(epoch)+'.pth')\n",
+    "    torch.save({\n",
+    "                'epoch': epoch,\n",
+    "                'model_state_dict': discriminator.state_dict(),\n",
+    "                'optimizer_state_dict': optimizer_D.state_dict(),\n",
+    "                'loss': loss_D,\n",
+    "                }, 'discriminator_'+str(epoch)+'.pth')\n",
+    "    \n",
+    "def weights_init_normal(m):\n",
+    "  classname = m.__class__.__name__\n",
+    "  if classname.find('Conv') != -1:\n",
+    "      torch.nn.init.normal_(m.weight.data, 0.0, 0.02)\n",
+    "  elif classname.find('BatchNorm2d') != -1:\n",
+    "      torch.nn.init.normal_(m.weight.data, 1.0, 0.02)\n",
+    "      torch.nn.init.constant_(m.bias.data, 0.0)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "6UXrZLLNBUgq"
+   },
+   "source": [
+    "Train the model !  \n",
+    "But first, complete the loss function in the following training loop:  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "7NUuGcQ0SiJw"
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_1844657/2195772956.py:31: UserWarning: The torch.cuda.*DtypeTensor constructors are no longer recommended. It's best to use methods such as torch.tensor(data, dtype=*, device='cuda') to create tensors. (Triggered internally at /pytorch/torch/csrc/tensor/python_tensor.cpp:78.)\n",
+      "  valid = Variable(Tensor(np.ones((real_B.size(0), *patch))), requires_grad=False)\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Epoch [    1/  200] | d_loss: 0.8256 | g_loss: 42.0050\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Saving model...\n",
+      "Epoch [    2/  200] | d_loss: 0.2956 | g_loss: 28.5914\n",
+      "Epoch [    3/  200] | d_loss: 0.0327 | g_loss: 25.0834\n",
+      "Epoch [    4/  200] | d_loss: 0.0117 | g_loss: 24.6269\n",
+      "Epoch [    5/  200] | d_loss: 0.0060 | g_loss: 23.4402\n",
+      "Epoch [    6/  200] | d_loss: 0.0044 | g_loss: 23.7517\n",
+      "Epoch [    7/  200] | d_loss: 0.0031 | g_loss: 24.4826\n",
+      "Epoch [    8/  200] | d_loss: 0.0020 | g_loss: 23.9555\n",
+      "Epoch [    9/  200] | d_loss: 0.0023 | g_loss: 24.1116\n",
+      "Epoch [   10/  200] | d_loss: 0.0015 | g_loss: 20.8243\n",
+      "Epoch [   11/  200] | d_loss: 0.0012 | g_loss: 20.9749\n",
+      "Epoch [   12/  200] | d_loss: 0.0007 | g_loss: 18.9130\n",
+      "Epoch [   13/  200] | d_loss: 0.0009 | g_loss: 19.3032\n",
+      "Epoch [   14/  200] | d_loss: 0.0007 | g_loss: 19.3709\n",
+      "Epoch [   15/  200] | d_loss: 0.0006 | g_loss: 17.9431\n",
+      "Epoch [   16/  200] | d_loss: 0.0005 | g_loss: 16.7707\n",
+      "Epoch [   17/  200] | d_loss: 0.0005 | g_loss: 17.4353\n",
+      "Epoch [   18/  200] | d_loss: 0.0004 | g_loss: 15.5170\n",
+      "Epoch [   19/  200] | d_loss: 0.0005 | g_loss: 16.2756\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "from torch.autograd import Variable\n",
+    "cuda = True if torch.cuda.is_available() else False # do you have cuda ?\n",
+    "patch = patch_size\n",
+    "Tensor = torch.cuda.FloatTensor if cuda else torch.FloatTensor\n",
+    "\n",
+    "# ----------\n",
+    "#  Training\n",
+    "# ----------\n",
+    "\n",
+    "losses = []\n",
+    "num_epochs = 200\n",
+    "\n",
+    "# Initialize weights\n",
+    "generator.apply(weights_init_normal)\n",
+    "discriminator.apply(weights_init_normal)\n",
+    "epoch_D = 0\n",
+    "epoch_G = 0\n",
+    "\n",
+    "# train the network\n",
+    "discriminator.train()\n",
+    "generator.train()\n",
+    "print_every = 400\n",
+    "\n",
+    "for epoch in range(epoch_G, num_epochs):\n",
+    "    for i, batch in enumerate(dataloader):\n",
+    "\n",
+    "        # Model inputs\n",
+    "        real_A = Variable(batch[0].type(Tensor))\n",
+    "        real_B = Variable(batch[1].type(Tensor))\n",
+    "\n",
+    "        # Adversarial ground truths\n",
+    "        valid = Variable(Tensor(np.ones((real_B.size(0), *patch_size))), requires_grad=False)\n",
+    "        fake = Variable(Tensor(np.zeros((real_B.size(0), *patch_size))), requires_grad=False)\n",
+    "\n",
+    "        # ------------------\n",
+    "        #  Train Generators\n",
+    "        # ------------------\n",
+    "\n",
+    "        optimizer_G.zero_grad()\n",
+    "\n",
+    "        # GAN loss\n",
+    "        # TO DO: Put here your GAN loss\n",
+    "        fake_A = generator(real_A)\n",
+    "        pred_fake = discriminator(fake_A, real_A)\n",
+    "        loss_GAN = criterion_GAN(pred_fake, valid)\n",
+    "\n",
+    "        # Pixel-wise loss\n",
+    "        # TO DO: Put here your pixel loss\n",
+    "        loss_pixel = criterion_pixelwise(fake_A, real_B)\n",
+    "\n",
+    "        # Total loss\n",
+    "        # TO DO: Put here your total loss\n",
+    "        loss_G = loss_GAN + lambda_pixel * loss_pixel\n",
+    "\n",
+    "        loss_G.backward()\n",
+    "\n",
+    "        optimizer_G.step()\n",
+    "\n",
+    "        # ---------------------\n",
+    "        #  Train Discriminator\n",
+    "        # ---------------------\n",
+    "\n",
+    "        optimizer_D.zero_grad()\n",
+    "\n",
+    "        # Real loss\n",
+    "        pred_real = discriminator(real_A, real_B)\n",
+    "        loss_real = criterion_GAN(pred_real, valid)\n",
+    "\n",
+    "        # Fake loss\n",
+    "        pred_fake = discriminator(fake_A.detach(), real_B)\n",
+    "        loss_fake = criterion_GAN(pred_fake, fake)\n",
+    "\n",
+    "        # Total loss\n",
+    "        loss_D = 0.5 * (loss_real + loss_fake)\n",
+    "\n",
+    "        loss_D.backward()\n",
+    "        optimizer_D.step()\n",
+    "        \n",
+    "        # Print some loss stats\n",
+    "        if i % print_every == 0:\n",
+    "            # print discriminator and generator loss\n",
+    "            print('Epoch [{:5d}/{:5d}] | d_loss: {:6.4f} | g_loss: {:6.4f}'.format(\n",
+    "                    epoch+1, num_epochs, loss_D.item(), loss_G.item()))\n",
+    "    ## AFTER EACH EPOCH##\n",
+    "    # append discriminator loss and generator loss\n",
+    "    losses.append((loss_D.item(), loss_G.item()))\n",
+    "    if epoch % 100 == 0:\n",
+    "        print('Saving model...')\n",
+    "        save_model(epoch, loss_D, loss_G)\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "Ed-ZbuVWBUgu"
+   },
+   "source": [
+    "Observation of the loss along the training"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "nOLW054DTLpg"
+   },
+   "outputs": [],
+   "source": [
+    "fig, ax = plt.subplots()\n",
+    "losses = np.array(losses)\n",
+    "plt.plot(losses.T[0], label='Discriminator')\n",
+    "plt.plot(losses.T[1], label='Generator')\n",
+    "plt.title(\"Training Losses\")\n",
+    "plt.legend()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "S58kJj9HBUgV"
+   },
+   "source": [
+    "If the training takes too much time, you can use a pretrained model in the meantime, to evaluate its performance.\n",
+    "\n",
+    "It is available at : https://partage.liris.cnrs.fr/index.php/s/xwEFmxn9ANeq4zY"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "i0TC5qK3BUg4"
+   },
+   "source": [
+    "### Evaluate your cGAN"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "fYBRR6NYBUg6"
+   },
+   "outputs": [],
+   "source": [
+    "def load_model(epoch=200):\n",
+    "    if 'generator_'+str(epoch)+'.pth' in os.listdir() and 'discriminator_'+str(epoch)+'.pth' in os.listdir():\n",
+    "        checkpoint_generator = torch.load('generator_'+str(epoch)+'.pth', map_location=device)\n",
+    "        generator.load_state_dict(checkpoint_generator['model_state_dict'])\n",
+    "        optimizer_G.load_state_dict(checkpoint_generator['optimizer_state_dict'])\n",
+    "        epoch_G = checkpoint_generator['epoch']\n",
+    "        loss_G = checkpoint_generator['loss']\n",
+    "\n",
+    "        checkpoint_discriminator = torch.load('discriminator_'+str(epoch)+'.pth', map_location=device)\n",
+    "        discriminator.load_state_dict(checkpoint_discriminator['model_state_dict'])\n",
+    "        optimizer_D.load_state_dict(checkpoint_discriminator['optimizer_state_dict'])\n",
+    "        epoch_D = checkpoint_discriminator['epoch']\n",
+    "        loss_D = checkpoint_discriminator['loss']\n",
+    "        \n",
+    "    else:\n",
+    "        print('There isn\\' a training available with this number of epochs')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "4V0DwQomBUg9"
+   },
+   "outputs": [],
+   "source": [
+    "load_model(epoch=200)\n",
+    "\n",
+    "# switching mode\n",
+    "generator.eval()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "gyvmvkIvBUhB"
+   },
+   "outputs": [],
+   "source": [
+    "# show a sample evaluation image on the training base\n",
+    "image, mask = next(iter(dataloader))\n",
+    "output = generator(mask.to(device))\n",
+    "output = output.cpu().detach()\n",
+    "\n",
+    "for i in range(8):\n",
+    "    image_plot = reverse_transform(image[i])\n",
+    "    output_plot = reverse_transform(output[i])\n",
+    "    mask_plot = reverse_transform(mask[i])\n",
+    "    plot2x3Array(mask_plot,image_plot,output_plot)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# show a sample evaluation image on the validation base\n",
+    "image, mask = next(iter(val_dataloader))\n",
+    "output = generator(mask.to(device))\n",
+    "output = output.cpu().detach()\n",
+    "\n",
+    "for i in range(8):\n",
+    "    image_plot = reverse_transform(image[i])\n",
+    "    output_plot = reverse_transform(output[i])\n",
+    "    mask_plot = reverse_transform(mask[i])\n",
+    "    plot2x3Array(mask_plot,image_plot,output_plot)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "qkFVjRsOBUhG"
+   },
+   "source": [
+    "<font color='red'>**Question**</font>                                                                  \n",
+    "Compare results of your model after 100 and 200 epochs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "colab": {},
+    "colab_type": "code",
+    "id": "k85Cl5_UDWyv"
+   },
+   "outputs": [],
+   "source": [
+    "# TODO : Your code here to load and evaluate with a few samples the 2 checkpoints (100 epochs and 200 epochs)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Part 3: Diffusion"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Diffusion models are probabilistic generative models which learn to generate data by iteratively refining random noise through a reverse diffusion process. Given a sample of data, noise is progressvely added in small steps until it becomes pure noise. Then, a neural network is trained to reverse this process and generate realistic data from noise.  \n",
+    "\n",
+    "<p align=\"center\">\n",
+    "<img height=300px src=\"https://substackcdn.com/image/fetch/f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f5d7da7-52db-4104-9742-a0b4555d8dd6_1300x387.png\"/></p>\n",
+    "<p align=\"center\"></p>\n",
+    "\n",
+    "Diffusion models have gained popularity due to their ability to generate high-quality, diverse, and detailed content, surpassing GANs in the quality of the generated images.  \n",
+    "\n",
+    "In this assignment we will focus on DDPMs, which were introduced in this [paper](https://arxiv.org/abs/2006.11239) and laid the foundation for generative diffusion models.\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "For this part, we will use the MNIST dataset, used in part 1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# TODO: change the variable name to match the one you used in part 1 or reload the dataset\n",
+    "mnist_dataset = \n",
+    "mnist_dataloader ="
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Auxiliary function for plotting images"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def plot1xNArray(images, labels):\n",
+    "    f, axarr = plt.subplots(1, len(images))\n",
+    "    \n",
+    "    for image, ax, label in zip(images, axarr, labels):\n",
+    "        ax.imshow(image, cmap='gray')\n",
+    "        ax.axis('off')\n",
+    "        ax.set_title(label)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "In order to train the model with the diffusion process, we will use a noise scheduler, which will be in charge of the forward diffusion process. The scheduler takes an image, a sample of random noise and a timestep, and return a noisy image for the corresponding timestep. Noise is progressvely added to the image at each timestep, therefore a noisy image at timestep 0 will have barely any noise while a noisy image at the maximum timestep will be basically just noise.  \n",
+    "\n",
+    "Let's create a noise scheduler with 1000 max timesteps and visualize some noise images.  \n",
+    "\n",
+    "We will use the diffusers library, which provides several tools for training and using diffusion models.  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from diffusers import DDPMScheduler\n",
+    "\n",
+    "# TODO: Create the scheduler\n",
+    "noise_scheduler = \n",
+    "\n",
+    "image, _ = mnist_dataset[0]\n",
+    "\n",
+    "# TODO: Create a noise tensor sampled from a normal distribution with the same shape as the image\n",
+    "noise = \n",
+    "\n",
+    "images, labels = [reverse_transform(image)], [\"Original\"]\n",
+    "\n",
+    "for i in [100, 250, 400, 900]:\n",
+    "    timestep = torch.LongTensor([i])\n",
+    "    noisy_image = noise_scheduler.add_noise(image, noise, timestep)\n",
+    "    images.append(reverse_transform(noisy_image))\n",
+    "    labels.append(f\"t={i}\")\n",
+    "\n",
+    "plot1xNArray(images, labels)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "For the reverse diffusion process we will use a neural network. Given a noisy image and the corresponding timestep, the goal of the neural network is to predict the noise, which allows for the denoising.  \n",
+    "\n",
+    "For the model, we will have a similar architecture as we used for the cGAN generator, a 2D UNet with a few modifications. The main difference will be that we have to indicate to the model which timestep is currently being denoised. For that purpose a timestep embedding is added, therefore the model has 2 inputs, the noisy image and the corresponding timestep.  \n",
+    "  \n",
+    "In this exercise, we will use an UNet implementation from the diffusers library, which already has the timestep embedding included."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from diffusers import UNet2DModel\n",
+    "\n",
+    "# TODO: Complete the parameters\n",
+    "diffusion_backbone = UNet2DModel(\n",
+    "                        block_out_channels=(64, 128, 256, 512),\n",
+    "                        down_block_types=(\"DownBlock2D\", \"DownBlock2D\", \"DownBlock2D\", \"DownBlock2D\"),\n",
+    "                        up_block_types=(\"UpBlock2D\", \"UpBlock2D\", \"UpBlock2D\", \"UpBlock2D\"),\n",
+    "                        sample_size=,\n",
+    "                        in_channels=,\n",
+    "                        out_channels=,\n",
+    "                    ).to(device)\n",
+    "   \n",
+    "# Optimizer\n",
+    "optimizer = torch.optim.AdamW(diffusion_backbone.parameters(), lr=1e-4)\n",
+    "\n",
+    "print(diffusion_backbone)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<font color='red'>Question</font>  \n",
+    "What are the differences between the UNet used for the cGAN generator and the one defined above ?  \n",
+    "Indicate the differences in the architecture by analyzing both models \\_\\_str\\_\\_."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<font color='green'>**Bonus**</font>   \n",
+    "**Extend** the code of the UNet used in part 2 to add the timestep conditioning. Train it in the same way as the UNet2DModel from the diffusers library (using the DDPMScheduler) and compare the results. As in the first bonus exercise, add a label conditioning which allows to control the output of the model (i.e. generate a specific handwritten digit (e.g. \"4\") instead of a random one). Test the model, showcasing some examples."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now, let's train the model"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# ----------------\n",
+    "#  Training Loop\n",
+    "# ----------------\n",
+    "torch.backends.cudnn.deterministic = True\n",
+    "\n",
+    "losses = []\n",
+    "num_epochs = 5\n",
+    "print_every = 100\n",
+    "\n",
+    "diffusion_backbone.train()\n",
+    "\n",
+    "for epoch in range(num_epochs):\n",
+    "    for i, batch in enumerate(mnist_dataloader):\n",
+    "        # Zero the gradients\n",
+    "        optimizer.zero_grad()\n",
+    "\n",
+    "        # Send input to device\n",
+    "        images = batch[0].to(device)\n",
+    "\n",
+    "        # Generate noisy images, different timestep for each image in the batch\n",
+    "        timesteps = torch.randint(noise_scheduler.config.num_train_timesteps, (images.size(0),), device=device)\n",
+    "\n",
+    "        # TODO: Complete the code\n",
+    "        noise = \n",
+    "        noisy_images = \n",
+    "\n",
+    "        # Forward pass\n",
+    "        residual = diffusion_backbone(noisy_images, timesteps).sample\n",
+    "        \n",
+    "        # TODO: Compute the loss\n",
+    "        loss = \n",
+    "        \n",
+    "        loss.backward()\n",
+    "        optimizer.step()\n",
+    "\n",
+    "        # Print stats\n",
+    "        if i % print_every == 0:\n",
+    "            print(f'Epoch [{epoch+1}/{num_epochs}][{i}/{len(mnist_dataloader)}] | loss: {loss.item():6.4f}')\n",
+    "\n",
+    "    losses.append(loss.item())\n",
+    "    torch.save(diffusion_backbone.state_dict(), f\"diffusion_{epoch+1}.pth\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "If the training takes too long, you can download an already trained model from [this link](https://partage.liris.cnrs.fr/index.php/s/AP2t6b3w8SM4Bp5) and use it for inference. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# TODO: Add the path to the model checkpoint for loading the model\n",
+    "\n",
+    "diffusion_backbone.load_state_dict(torch.load())\n",
+    "diffusion_backbone.eval()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Time to generate some images.  \n",
+    "\n",
+    "During training, for each data sample, we take a random timestep and correspondent noisy image to give it as input to our model. With suffitient training, the model should learn how to predict the noise in a noisy image for all possible timesteps.  \n",
+    "\n",
+    "During inference, to generate an image, we will start from pure noise and step by step predict the noise to go from one noisy image to the next, progressively denoising the image until we reach the timestep 0, in which we should have an image without any noise."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from tqdm import tqdm\n",
+    "\n",
+    "# Start the image as random noise\n",
+    "image = torch.randn((10, 1, 64, 64)).to(device)\n",
+    "\n",
+    "# Create a list of images and labels for visualization\n",
+    "images, labels = [(image / 2 + 0.5).clamp(0, 1).cpu().permute(0, 2, 3, 1).numpy()], [\"Original\"]\n",
+    "\n",
+    "# Use the scheduler to iterate over timesteps\n",
+    "noise_scheduler.set_timesteps(1000)\n",
+    "\n",
+    "for timestep in tqdm(noise_scheduler.timesteps):\n",
+    "    with torch.no_grad():\n",
+    "        residual = diffusion_backbone(image, timestep).sample\n",
+    "        image = noise_scheduler.step(residual, timestep, image).prev_sample\n",
+    "\n",
+    "    if timestep.item() % 200 == 0:\n",
+    "        images.append((image / 2 + 0.5).clamp(0, 1).cpu().permute(0, 2, 3, 1).numpy())\n",
+    "        labels.append(f\"t={timestep.item()}\")\n",
+    "\n",
+    "for i in range(images[0].shape[0]):\n",
+    "    plot1xNArray([img[i] for img in images], labels)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The diffusers library also provides *Pipeline* classes, which are wrappers around the model that abstracts the inference loop implemented above.  \n",
+    "  \n",
+    "We can create a pipeline, giving it the trained model and the noise scheduler, and use it to generate images. In this case, we will only have access to the final image, generated on the last timestep, but not the intermediary images from the denoising process.  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from diffusers import DDPMPipeline\n",
+    "\n",
+    "pipeline = DDPMPipeline(diffusion_backbone, noise_scheduler)\n",
+    "generated_images = pipeline(10, output_type=\"np\")\n",
+    "\n",
+    "f, axarr = plt.subplots(1, len(generated_images[\"images\"]))\n",
+    "\n",
+    "for image, ax in zip(generated_images[\"images\"], axarr):\n",
+    "    ax.imshow(image, cmap='gray')\n",
+    "    ax.axis('off')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Part 4: What about those beautiful images ?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<p align=\"center\">\n",
+    "<img height=300px src=\"https://huggingface.co/stabilityai/stable-diffusion-3.5-large/media/main/sd3.5_large_demo.png\"/></p>\n",
+    "<p align=\"center\"></p>\n",
+    "\n",
+    "In this exercise we achieved decent results for very simple datasets. But we are quite far from those beautiful AI generated images we can find online. That is for 2 main reasons:\n",
+    "- Model size: due to the computation and time constrains, we can't really train very large models \n",
+    "- Dataset size: due to the same constrains, we can't use very complex and large datasets, which requires larger models and longer training times.\n",
+    "\n",
+    "Fortunatly, even though we can train those large models with the available hardware and time, we can at least use them for inference !  \n",
+    "\n",
+    "The goal of this part is to learn how to retrive and use a pre-trained diffusion models and also to get creative to come up with some nice prompts to generate cool images.  \n",
+    "\n",
+    "We are going to use Stable Diffusion 3.5, which is a state of the art open-source text conditioned model. It takes a prompt in natural language and use it to guide the diffusion process. This type of models are trained with image-text pairs, but can generalize beyond the pairs seen during training, being able to mix several different concepts into a single image.  \n",
+    "\n",
+    "In order to save memory, we will use quantization, which consists into converting the model weights types from float16 into float4. That simply means that each model weight will be stored using only 4 bits instead of 16 bits. That allows us to run the model in GPUs with less VRAM and have faster inference, with a small drop in the quality of the results."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "For this part of the assignment restart the notebook kernel to be sure your GPU memory is empty. The memory usage can be verified using the command `nvidia-smi` in a terminal. If your GPU has 2GB of VRAM or less, the model will probably not fit into memory even with quantization. In that case, use Google Colab for this part or use the smaller model indicated below. If you are not happy with the results and have plenty of VRAM available, feel free to increase the quantization to 8 bits or even load the model without quantization."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Before downloading the model, got to its [HuggingFace page](https://huggingface.co/stabilityai/stable-diffusion-3.5-medium), log in with your account and accept the terms of use."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from diffusers import BitsAndBytesConfig, SD3Transformer2DModel\n",
+    "from diffusers import StableDiffusion3Pipeline\n",
+    "\n",
+    "model_id = \"stabilityai/stable-diffusion-3.5-medium\"\n",
+    "\n",
+    "nf4_config = BitsAndBytesConfig(\n",
+    "    load_in_4bit=True,\n",
+    "    bnb_4bit_quant_type=\"nf4\",\n",
+    "    bnb_4bit_compute_dtype=torch.float16\n",
+    ")\n",
+    "model_nf4 = SD3Transformer2DModel.from_pretrained(\n",
+    "    model_id,\n",
+    "    subfolder=\"transformer\",\n",
+    "    quantization_config=nf4_config,\n",
+    "    torch_dtype=torch.float16\n",
+    ")\n",
+    "\n",
+    "pipeline = StableDiffusion3Pipeline.from_pretrained(\n",
+    "    model_id, \n",
+    "    transformer=model_nf4,\n",
+    "    torch_dtype=torch.float16\n",
+    ")\n",
+    "pipeline.enable_model_cpu_offload()\n",
+    "\n",
+    "# TODO: test different prompts and visualize the generated images\n",
+    "# Once you are happy with the results, you can save 3 differet images as png file with the correspondent prompts in a text file\n",
+    "# Don't forget to add the images and prompts in your gitlab submission!\n",
+    "prompt = \n",
+    "\n",
+    "image = pipeline(\n",
+    "    prompt=prompt,\n",
+    "    num_inference_steps=40,\n",
+    "    guidance_scale=4.5,\n",
+    "    max_sequence_length=512\n",
+    ").images[0]\n",
+    "image.save(\"generated_image.png\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "If even with the quantization you still run out of GPU memory and you can't use Google Colab, you can use the following code instead, which uses a much smaller model (the results won't be as near as impressive, but it should be able to run even on a CPU, if you have a little patience)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from diffusers import DiffusionPipeline\n",
+    "\n",
+    "pipe = DiffusionPipeline.from_pretrained(\"OFA-Sys/small-stable-diffusion-v0\").to(device)\n",
+    "\n",
+    "prompt = \n",
+    "image = pipe(prompt).images[0]\n",
+    "\n",
+    "image.save(\"not_as_good_generated_image.png\")"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {
+    "colab_type": "text",
+    "id": "rVxSSPJgK60P"
+   },
+   "source": [
+    "# How to submit your Work ?\n",
+    "\n",
+    "This work must be done individually. The expected output is a private repository named gan-diffusion on https://gitlab.ec-lyon.fr. It must contain your notebook (or python files), a README.md file that explains briefly the successive steps performed, the model checkpoints, and the generated images. Don't forget to add your teacher as developer member of the project. The last commit is due before 11:59 pm on Wednesday, April 9th, 2025. Subsequent commits will not be considered."
+   ]
+  }
+ ],
+ "metadata": {
+  "colab": {
+   "collapsed_sections": [],
+   "name": "BE2 - GAN and cGAN.ipynb",
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": ".venv",
+   "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": "3.10.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 1
+}