{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "_cell_guid": "b1076dfc-b9ad-4769-8c92-a6c4dae69d19",
    "_uuid": "8f2839f25d086af736a60e9eeb907d3b93b6e0e5",
    "execution": {
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   "source": [
    "import numpy as np \n",
    "import pandas as pd \n",
    "import torch\n",
    "import torch.nn as nn\n",
    "from torchvision.datasets import ImageFolder\n",
    "from torch.utils.data import DataLoader\n",
    "import torchvision.transforms as transforms\n",
    "import torchvision\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T17:40:15.889339Z",
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     "shell.execute_reply.started": "2023-12-07T17:40:15.889303Z"
    }
   },
   "outputs": [],
   "source": [
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "batch_size = 32\n",
    "img_size = 64\n",
    "num_epochs = 2 #50\n",
    "learning_rate = 3e-4\n",
    "num_channels = 3\n",
    "z_dim = 100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T17:40:15.918074Z",
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     "shell.execute_reply.started": "2023-12-07T17:40:15.918043Z"
    }
   },
   "outputs": [],
   "source": [
    "transformer = transforms.Compose([\n",
    "    transforms.Resize(64),\n",
    "    transforms.ToTensor(),\n",
    "    transforms.Normalize(mean = [0.5 for _ in range(num_channels)], std = [0.5 for _ in range(num_channels)])\n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T17:40:19.260155Z",
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     "shell.execute_reply.started": "2023-12-07T17:40:19.260122Z"
    }
   },
   "outputs": [],
   "source": [
    "dataset = ImageFolder(root = \"data_small/celeba_hq_256\", \n",
    "                      transform = transformer) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
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    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<torch.utils.data.dataloader.DataLoader at 0x7a397557c7c0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train_dataloader = DataLoader(dataset, batch_size = batch_size, shuffle = True)\n",
    "train_dataloader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T17:41:54.601268Z",
     "iopub.status.busy": "2023-12-07T17:41:54.600899Z",
     "iopub.status.idle": "2023-12-07T17:41:54.949809Z",
     "shell.execute_reply": "2023-12-07T17:41:54.949026Z",
     "shell.execute_reply.started": "2023-12-07T17:41:54.601239Z"
    }
   },
   "outputs": [],
   "source": [
    "train_features_batch, train_labels_batch = next(iter(train_dataloader))\n",
    "train_features_batch.shape, train_labels_batch.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# convTranspose2d dimensions\n",
    "Output Height=(Input Height−1)×stride−2×padding+kernel size+output padding[](http://)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Generator"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T17:41:58.275964Z",
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     "shell.execute_reply": "2023-12-07T17:41:58.280301Z",
     "shell.execute_reply.started": "2023-12-07T17:41:58.275930Z"
    }
   },
   "outputs": [],
   "source": [
    "def initialize_weights(model):\n",
    "    # Initializes weights according to the DCGAN paper\n",
    "    for m in model.modules():\n",
    "        if isinstance(m, (nn.Conv2d, nn.ConvTranspose2d, nn.BatchNorm2d)):\n",
    "            nn.init.normal_(m.weight.data, 0.0, 0.02)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T17:50:52.548344Z",
     "iopub.status.busy": "2023-12-07T17:50:52.547447Z",
     "iopub.status.idle": "2023-12-07T17:50:52.611313Z",
     "shell.execute_reply": "2023-12-07T17:50:52.610533Z",
     "shell.execute_reply.started": "2023-12-07T17:50:52.548313Z"
    }
   },
   "outputs": [],
   "source": [
    "class Generator(nn.Module):\n",
    "    def __init__(self, z_dim, num_channels):\n",
    "        super(Generator,self).__init__()\n",
    "        self.gen = nn.Sequential(\n",
    "            self._block(z_dim,1024,1,0,4),\n",
    "            self._block(1024, 512,2,0,2),\n",
    "            self._block(512, 256,2,0,2),\n",
    "            self._block(256, 128,2,0,2),\n",
    "            nn.ConvTranspose2d(in_channels = 128, \n",
    "                           out_channels = num_channels, \n",
    "                           stride = 2, \n",
    "                           kernel_size = 2,\n",
    "                           padding = 0),\n",
    "            nn.Tanh()\n",
    "        )\n",
    "    def _block(self,in_channels, out_channels, stride, padding, kernel_size):\n",
    "        block = nn.Sequential(\n",
    "            nn.ConvTranspose2d(in_channels = in_channels, \n",
    "                           out_channels = out_channels, \n",
    "                           kernel_size = kernel_size,\n",
    "                           stride = stride, \n",
    "                           padding = padding,\n",
    "                              bias = False),\n",
    "            nn.LeakyReLU(0.2)\n",
    "        )\n",
    "        return block\n",
    "    \n",
    "    def forward(self,x):\n",
    "        return self.gen(x)\n",
    "\n",
    "class Dis(nn.Module):\n",
    "    def __init__(self,num_channels):\n",
    "        super(Dis,self).__init__()\n",
    "        self.dis = nn.Sequential(\n",
    "            self._block(num_channels, 64,2,1,4),\n",
    "            self._block(64, 128,2,0,2),\n",
    "            self._block(128,256 ,2,0,2),\n",
    "            self._block(256,512 ,2,0,2),\n",
    "            nn.Conv2d(64 * 8, 1, kernel_size=4, stride=2, padding=0),\n",
    "            nn.Sigmoid(),\n",
    "        )\n",
    "        pass\n",
    "    def _block(self,in_channels, out_channels, stride, padding, kernel_size):\n",
    "        block = nn.Sequential(\n",
    "            nn.Conv2d(in_channels = in_channels, \n",
    "                           out_channels = out_channels, \n",
    "                           stride = stride, \n",
    "                           padding = padding,\n",
    "                     kernel_size=kernel_size,\n",
    "                     bias = False),\n",
    "#             nn.BatchNormalization(),\n",
    "            nn.LeakyReLU(0.2)\n",
    "        )\n",
    "        return block\n",
    "    \n",
    "    def forward(self,x):\n",
    "        return self.dis(x)\n",
    "    \n",
    "gen = Generator(100,3).to(device)\n",
    "disc = Dis(3).to(device)\n",
    "# print(summary(disc, input_size=[1, 3, 64, 64]))\n",
    "# summary(gen, input_size=[1, 100, 1, 1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T17:50:55.055117Z",
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     "shell.execute_reply.started": "2023-12-07T17:50:55.055093Z"
    }
   },
   "outputs": [],
   "source": [
    "def test():\n",
    "    N, in_channels, H, W = 8, 3, 64, 64\n",
    "    noise_dim = 100\n",
    "    x = torch.randn((N, in_channels, H, W))\n",
    "    disc = Dis(in_channels)\n",
    "    assert disc(x).shape == (N, 1, 1, 1), \"Discriminator test failed\"\n",
    "    gen = Generator(noise_dim, in_channels)\n",
    "    z = torch.randn((N, noise_dim, 1, 1))\n",
    "    assert gen(z).shape == (N, in_channels, H, W), \"Generator test failed\"\n",
    "    print(\"Success, tests passed!\")\n",
    "test()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T17:51:36.932307Z",
     "iopub.status.busy": "2023-12-07T17:51:36.931934Z",
     "iopub.status.idle": "2023-12-07T18:27:20.071229Z",
     "shell.execute_reply": "2023-12-07T18:27:20.070398Z",
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    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch [0/2] Batch 0/5                   Loss D: 0.6936, loss G: 0.6926\n",
      "Epoch [1/2] Batch 0/5                   Loss D: 0.6588, loss G: 0.6942\n"
     ]
    }
   ],
   "source": [
    "from torch.utils.tensorboard import SummaryWriter\n",
    "import torch.optim as optim\n",
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "LEARNING_RATE = 2e-4  # could also use two lrs, one for gen and one for disc\n",
    "BATCH_SIZE = 128\n",
    "IMAGE_SIZE = 64\n",
    "CHANNELS_IMG = 1\n",
    "NOISE_DIM = 100\n",
    "NUM_EPOCHS = 2 #30\n",
    "FEATURES_DISC = 64\n",
    "FEATURES_GEN = 64\n",
    "\n",
    "initialize_weights(gen)\n",
    "initialize_weights(disc)\n",
    "opt_gen = optim.Adam(gen.parameters(), lr=LEARNING_RATE, betas=(0.5, 0.999))\n",
    "opt_disc = optim.Adam(disc.parameters(), lr=LEARNING_RATE, betas=(0.5, 0.999))\n",
    "criterion = nn.BCELoss()\n",
    "\n",
    "fixed_noise = torch.randn(32, NOISE_DIM, 1, 1).to(device)\n",
    "writer_real = SummaryWriter(f\"logs/real\")\n",
    "writer_fake = SummaryWriter(f\"logs/fake\")\n",
    "step = 0\n",
    "gen.train()\n",
    "disc.train()\n",
    "\n",
    "for epoch in range(NUM_EPOCHS):\n",
    "    # Target labels not needed! <3 unsupervised\n",
    "    for batch_idx, (real, _) in enumerate(train_dataloader):\n",
    "        real = real.to(device)\n",
    "        noise = torch.randn(BATCH_SIZE, NOISE_DIM, 1, 1).to(device)\n",
    "        fake = gen(noise)\n",
    "\n",
    "        ### Train Discriminator: max log(D(x)) + log(1 - D(G(z)))\n",
    "        disc_real = disc(real).reshape(-1)\n",
    "        loss_disc_real = criterion(disc_real, torch.ones_like(disc_real))\n",
    "        disc_fake = disc(fake.detach()).reshape(-1)\n",
    "        loss_disc_fake = criterion(disc_fake, torch.zeros_like(disc_fake))\n",
    "        loss_disc = (loss_disc_real + loss_disc_fake) / 2\n",
    "        disc.zero_grad()\n",
    "        loss_disc.backward()\n",
    "        opt_disc.step()\n",
    "\n",
    "        ### Train Generator: min log(1 - D(G(z))) <-> max log(D(G(z))\n",
    "        output = disc(fake).reshape(-1)\n",
    "        loss_gen = criterion(output, torch.ones_like(output))\n",
    "        gen.zero_grad()\n",
    "        loss_gen.backward()\n",
    "        opt_gen.step()\n",
    "\n",
    "        # Print losses occasionally and print to tensorboard\n",
    "        if batch_idx % 500 == 0:\n",
    "            print(\n",
    "                f\"Epoch [{epoch}/{NUM_EPOCHS}] Batch {batch_idx}/{len(train_dataloader)} \\\n",
    "                  Loss D: {loss_disc:.4f}, loss G: {loss_gen:.4f}\"\n",
    "            )\n",
    "\n",
    "            with torch.no_grad():\n",
    "                fake = gen(fixed_noise)\n",
    "                # take out (up to) 32 examples\n",
    "                img_grid_real = torchvision.utils.make_grid(real[:32], normalize=True)\n",
    "                img_grid_fake = torchvision.utils.make_grid(fake[:32], normalize=True)\n",
    "\n",
    "                writer_real.add_image(\"Real\", img_grid_real, global_step=step)\n",
    "                writer_fake.add_image(\"Fake\", img_grid_fake, global_step=step)\n",
    "\n",
    "            step += 1"
   ]
  },
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   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1600x1600 with 16 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt \n",
    "def visual():\n",
    "    \n",
    "    # fix --- total 16, n*n=16\n",
    "#     n=6\n",
    "    n=4\n",
    "    \n",
    "    k=0\n",
    "    z = torch.randn((16, 100, 1, 1)).to(device)\n",
    "    out= gen(z)\n",
    "    plt.figure(figsize=(16,16))\n",
    "    out = out.cpu()\n",
    "    out = out.detach().numpy()\n",
    "    for i in range(n):\n",
    "        for j in range(n):\n",
    "            ax=plt.subplot(n,n,k+1)\n",
    "            img = (out[k]+1)/2\n",
    "            img = np.transpose(img,(1,2,0))\n",
    "            plt.imshow(img)\n",
    "            plt.axis('off')\n",
    "            k+=1\n",
    "visual()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T18:45:42.054843Z",
     "iopub.status.busy": "2023-12-07T18:45:42.054416Z",
     "iopub.status.idle": "2023-12-07T18:45:43.106746Z",
     "shell.execute_reply": "2023-12-07T18:45:43.105751Z",
     "shell.execute_reply.started": "2023-12-07T18:45:42.054811Z"
    }
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import subprocess\n",
    "from IPython.display import FileLink, display\n",
    "\n",
    "def download_file(path, download_file_name):\n",
    "    os.chdir('/kaggle/working/')\n",
    "    zip_name = f\"/kaggle/working/{download_file_name}.zip\"\n",
    "    command = f\"zip {zip_name} {path} -r\"\n",
    "    result = subprocess.run(command, shell=True, capture_output=True, text=True)\n",
    "    if result.returncode != 0:\n",
    "        print(\"Unable to run zip command!\")\n",
    "        print(result.stderr)\n",
    "        return\n",
    "    display(FileLink(f'{download_file_name}.zip'))\n",
    "download_file('/kaggle/working', 'dcganLogs1')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T16:09:10.852115Z",
     "iopub.status.busy": "2023-12-07T16:09:10.851654Z",
     "iopub.status.idle": "2023-12-07T16:09:10.862502Z",
     "shell.execute_reply": "2023-12-07T16:09:10.860862Z",
     "shell.execute_reply.started": "2023-12-07T16:09:10.852080Z"
    }
   },
   "outputs": [],
   "source": [
    "class Gen(nn.Module):\n",
    "    def __init__(self, channels_noise, channels_img, features_g):\n",
    "        super(Gen, self).__init__()\n",
    "        self.net = nn.Sequential(\n",
    "            # Input: N x channels_noise x 1 x 1\n",
    "            self._block(channels_noise, features_g * 16, 4, 1, 0),  # img: 4x4\n",
    "            self._block(features_g * 16, features_g * 8, 4, 2, 1),  # img: 8x8\n",
    "            self._block(features_g * 8, features_g * 4, 4, 2, 1),  # img: 16x16\n",
    "            self._block(features_g * 4, features_g * 2, 4, 2, 1),  # img: 32x32\n",
    "            nn.ConvTranspose2d(\n",
    "                features_g * 2, channels_img, kernel_size=4, stride=2, padding=1\n",
    "            ),\n",
    "            # Output: N x channels_img x 64 x 64\n",
    "            nn.Tanh(),\n",
    "        )\n",
    "\n",
    "    def _block(self, in_channels, out_channels, kernel_size, stride, padding):\n",
    "        return nn.Sequential(\n",
    "            nn.ConvTranspose2d(\n",
    "                in_channels,\n",
    "                out_channels,\n",
    "                kernel_size,\n",
    "                stride,\n",
    "                padding,\n",
    "                bias=False,\n",
    "            ),\n",
    "            # nn.BatchNorm2d(out_channels),\n",
    "            nn.ReLU(),\n",
    "        )\n",
    "\n",
    "    def forward(self, x):\n",
    "        return self.net(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T16:51:37.475099Z",
     "iopub.status.busy": "2023-12-07T16:51:37.474618Z",
     "iopub.status.idle": "2023-12-07T16:51:37.485561Z",
     "shell.execute_reply": "2023-12-07T16:51:37.484106Z",
     "shell.execute_reply.started": "2023-12-07T16:51:37.475063Z"
    }
   },
   "outputs": [],
   "source": [
    "class Discriminator(nn.Module):\n",
    "    def __init__(self, channels_img, features_d=64):\n",
    "        super(Discriminator, self).__init__()\n",
    "        self.disc = nn.Sequential(\n",
    "            # input: N x channels_img x 64 x 64\n",
    "            nn.Conv2d(channels_img, features_d, kernel_size=4, stride=2, padding=1),\n",
    "            nn.LeakyReLU(0.2),\n",
    "            # _block(in_channels, out_channels, kernel_size, stride, padding)\n",
    "            self._block(features_d, features_d * 2, 4, 2, 1),\n",
    "            self._block(features_d * 2, features_d * 4, 4, 2, 1),\n",
    "            self._block(features_d * 4, features_d * 8, 4, 2, 1),\n",
    "            # After all _block img output is 4x4 (Conv2d below makes into 1x1)\n",
    "            nn.Conv2d(features_d * 8, 1, kernel_size=4, stride=2, padding=0),\n",
    "            nn.Sigmoid(),\n",
    "        )\n",
    "\n",
    "    def _block(self, in_channels, out_channels, kernel_size, stride, padding):\n",
    "        return nn.Sequential(\n",
    "            nn.Conv2d(\n",
    "                in_channels,\n",
    "                out_channels,\n",
    "                kernel_size,\n",
    "                stride,\n",
    "                padding,\n",
    "                bias=False,\n",
    "            ),\n",
    "            # nn.BatchNorm2d(out_channels),\n",
    "            nn.LeakyReLU(0.2),\n",
    "        )\n",
    "\n",
    "    def forward(self, x):\n",
    "        return self.disc(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-12-07T16:59:35.777395Z",
     "iopub.status.busy": "2023-12-07T16:59:35.776952Z",
     "iopub.status.idle": "2023-12-07T16:59:36.029207Z",
     "shell.execute_reply": "2023-12-07T16:59:36.027869Z",
     "shell.execute_reply.started": "2023-12-07T16:59:35.777364Z"
    }
   },
   "outputs": [],
   "source": [
    "g = Gen(100,3,64)\n",
    "d = Discriminator(3)\n",
    "print(summary(d, input_size=[1, 3, 64, 64]))\n",
    "summary(g, input_size=[1, 100, 1, 1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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