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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 35
},
"colab_type": "code",
"id": "ImmyKcwQPvJB",
"outputId": "afe0e42e-4f47-4c68-dcef-f6e98146c1b8"
},
"outputs": [
{
"data": {
"text/plain": [
"<torch._C.Generator at 0x255c2c66df0>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import torch\n",
"from torch import nn, optim, autograd\n",
"import torchvision\n",
"import torchvision.transforms as transforms\n",
"import matplotlib.pyplot as plt\n",
"import torchvision.utils as vutils\n",
"from dataclasses import dataclass\n",
"import time\n",
"import sys\n",
"%matplotlib inline\n",
"torch.set_num_threads(1)\n",
"torch.manual_seed(1)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"python Version: 3.7.7\n",
"torch Version: 1.6.0\n",
"torchvision Version: 0.7.0\n",
"GPU: GeForce GTX 1080 Ti\n"
]
}
],
"source": [
"print(f\"python Version: {sys.version.split(' ')[0]}\")\n",
"print(f\"torch Version: {torch.__version__}\")\n",
"print(f\"torchvision Version: {torchvision.__version__}\")\n",
"print(f\"GPU: {torch.cuda.get_device_name(0)}\")"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"colab": {},
"colab_type": "code",
"id": "qljorf0rVrwv"
},
"outputs": [],
"source": [
"@dataclass\n",
"class Hyperparameter:\n",
" batchsize: int = 64\n",
" num_epochs: int = 20\n",
" latent_size: int = 32\n",
" n_critic: int = 5\n",
" critic_size: int = 1024\n",
" generator_size: int = 1024\n",
" critic_hidden_size: int = 1024\n",
" gp_lambda: float = 10.\n",
" \n",
"hp = Hyperparameter()"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 87
},
"colab_type": "code",
"id": "u05eDLLwbYAo",
"outputId": "20775a1f-2619-42b8-e5e0-7dfba19e4f0f"
},
"outputs": [],
"source": [
"\n",
"\n",
"class Generator(nn.Module):\n",
" def __init__(self):\n",
" super(Generator, self).__init__()\n",
" self.latent_embedding = nn.Sequential(\n",
" nn.Linear(hp.latent_size, hp.generator_size),\n",
" )\n",
" self.tcnn = nn.Sequential(\n",
" nn.ConvTranspose2d(hp.generator_size, hp.generator_size, 4, 1, 0),\n",
" nn.BatchNorm2d(hp.generator_size),\n",
" nn.ReLU(inplace=True),\n",
" nn.ConvTranspose2d(hp.generator_size, hp.generator_size // 2, 3, 2, 1),\n",
" nn.BatchNorm2d(hp.generator_size // 2),\n",
" nn.ReLU(inplace=True),\n",
" nn.ConvTranspose2d(hp.generator_size // 2, hp.generator_size // 4, 4, 2, 1),\n",
" nn.BatchNorm2d(hp.generator_size // 4),\n",
" nn.ReLU(inplace=True),\n",
" nn.ConvTranspose2d(hp.generator_size // 4, 1, 4, 2, 1),\n",
" nn.Tanh()\n",
" )\n",
" \n",
" \n",
" def forward(self, latent):\n",
" vec_latent = self.latent_embedding(latent).reshape(-1, hp.generator_size, 1, 1)\n",
" return self.tcnn(vec_latent)\n",
"\n",
"class Critic(nn.Module):\n",
" def __init__(self):\n",
" super(Critic, self).__init__()\n",
" self.cnn_net = nn.Sequential(\n",
" nn.Conv2d(1, hp.critic_size // 4, 3, 2),\n",
" nn.InstanceNorm2d(hp.critic_size // 4, affine=True),\n",
" nn.LeakyReLU(0.2, inplace=True),\n",
" nn.Conv2d(hp.critic_size // 4, hp.critic_size // 2, 3, 2),\n",
" nn.InstanceNorm2d(hp.critic_size // 2, affine=True),\n",
" nn.LeakyReLU(0.2, inplace=True), \n",
" nn.Conv2d(hp.critic_size // 2, hp.critic_size, 3, 2),\n",
" nn.InstanceNorm2d(hp.critic_size, affine=True),\n",
" nn.LeakyReLU(0.2, inplace=True),\n",
" nn.Flatten(),\n",
" )\n",
" self.critic_net = nn.Sequential(\n",
" nn.Linear(hp.critic_size * 4, hp.critic_hidden_size),\n",
" nn.LeakyReLU(0.2, inplace=True), \n",
" nn.Linear(hp.critic_hidden_size, 1),\n",
" )\n",
" \n",
" def forward(self, image):\n",
" cnn_features = self.cnn_net(image)\n",
" return self.critic_net(cnn_features)\n"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"colab": {},
"colab_type": "code",
"id": "vGaEIpNJbHEJ"
},
"outputs": [],
"source": [
"transform = transforms.Compose([transforms.ToTensor(), transforms.Normalize((0.5,), (0.5,))])\n",
" \n",
"dataset = torchvision.datasets.MNIST(\"mnist\", download=True, transform=transform)\n",
"dataloader = torch.utils.data.DataLoader(dataset, batch_size=hp.batchsize, num_workers=1,\n",
" shuffle=True, drop_last=True, pin_memory=True)\n",
"\n",
"critic, generator = Critic().to(\"cuda\"), Generator().to(\"cuda\")\n",
"\n",
"critic_optimizer = optim.AdamW(critic.parameters(), lr=1e-4,betas=(0., 0.9))\n",
"generator_optimizer = optim.AdamW(generator.parameters(), lr=1e-4,betas=(0., 0.9))"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"colab_type": "code",
"id": "AKkYiOC2P9mi",
"outputId": "238aca44-9928-40df-f20f-45615efe7853"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[ 0/20][ 0][ 0.96s]\td_loss/g_loss: 1.8/0.18\t\n",
"[ 0/20][ 100][ 23.90s]\td_loss/g_loss: -4.7/0.18\t\n",
"[ 0/20][ 200][ 40.22s]\td_loss/g_loss: -3.4/-0.48\t\n",
"[ 0/20][ 300][ 56.66s]\td_loss/g_loss: -3.4/0.63\t\n",
"[ 0/20][ 400][ 73.18s]\td_loss/g_loss: -4.1/-0.34\t\n",
"[ 0/20][ 500][ 89.78s]\td_loss/g_loss: -4.4/ 1.2\t\n",
"[ 0/20][ 600][ 106.45s]\td_loss/g_loss: -4.9/-1.1\t\n",
"[ 0/20][ 700][ 123.14s]\td_loss/g_loss: -4.8/0.54\t\n",
"[ 0/20][ 800][ 139.99s]\td_loss/g_loss: -5.1/ 1.8\t\n",
"[ 0/20][ 900][ 156.85s]\td_loss/g_loss: -5.2/ 1.8\t\n",
"[ 1/20][ 937][ 163.86s]\td_loss/g_loss: -5.1/0.92\t\n",
"[ 1/20][ 1037][ 180.62s]\td_loss/g_loss: -5.9/ 2.2\t\n",
"[ 1/20][ 1137][ 197.37s]\td_loss/g_loss: -5.4/ 2.0\t\n",
"[ 1/20][ 1237][ 214.17s]\td_loss/g_loss: -5.5/ 1.0\t\n",
"[ 1/20][ 1337][ 231.05s]\td_loss/g_loss: -1.7/-0.24\t\n",
"[ 1/20][ 1437][ 248.23s]\td_loss/g_loss: -1.1/-1.1\t\n",
"[ 1/20][ 1537][ 265.89s]\td_loss/g_loss: -1.2/-0.1\t\n",
"[ 1/20][ 1637][ 283.20s]\td_loss/g_loss: -1.6/-0.23\t\n",
"[ 1/20][ 1737][ 300.56s]\td_loss/g_loss: -1.2/ 1.0\t\n",
"[ 1/20][ 1837][ 317.85s]\td_loss/g_loss: -0.91/-0.26\t\n",
"[ 2/20][ 1874][ 325.03s]\td_loss/g_loss: -0.82/0.21\t\n",
"[ 2/20][ 1974][ 342.12s]\td_loss/g_loss: -1.6/ 0.3\t\n",
"[ 2/20][ 2074][ 359.55s]\td_loss/g_loss: -1.4/-0.54\t\n",
"[ 2/20][ 2174][ 376.68s]\td_loss/g_loss: -1.3/-0.69\t\n",
"[ 2/20][ 2274][ 394.12s]\td_loss/g_loss: -1.2/-0.48\t\n",
"[ 2/20][ 2374][ 411.39s]\td_loss/g_loss: -1.1/-0.82\t\n",
"[ 2/20][ 2474][ 428.88s]\td_loss/g_loss: -0.82/-0.46\t\n",
"[ 2/20][ 2574][ 446.06s]\td_loss/g_loss: -0.99/ 1.1\t\n",
"[ 2/20][ 2674][ 463.30s]\td_loss/g_loss: -0.58/0.039\t\n",
"[ 2/20][ 2774][ 480.59s]\td_loss/g_loss: -0.77/-0.49\t\n",
"[ 3/20][ 2811][ 487.82s]\td_loss/g_loss: -0.62/-1.0\t\n",
"[ 3/20][ 2911][ 505.13s]\td_loss/g_loss: -0.88/0.58\t\n",
"[ 3/20][ 3011][ 522.41s]\td_loss/g_loss: -1.6/ 1.4\t\n",
"[ 3/20][ 3111][ 539.55s]\td_loss/g_loss: -0.96/-0.7\t\n",
"[ 3/20][ 3211][ 556.73s]\td_loss/g_loss: -1.1/0.17\t\n",
"[ 3/20][ 3311][ 573.93s]\td_loss/g_loss: -0.77/ 1.7\t\n",
"[ 3/20][ 3411][ 591.20s]\td_loss/g_loss: -0.72/-0.26\t\n",
"[ 3/20][ 3511][ 608.55s]\td_loss/g_loss: -0.17/0.56\t\n",
"[ 3/20][ 3611][ 625.82s]\td_loss/g_loss: -1.0/-0.08\t\n",
"[ 3/20][ 3711][ 643.09s]\td_loss/g_loss: -0.91/0.23\t\n",
"[ 4/20][ 3748][ 650.33s]\td_loss/g_loss: -0.73/0.039\t\n",
"[ 4/20][ 3848][ 667.65s]\td_loss/g_loss: -1.4/0.016\t\n",
"[ 4/20][ 3948][ 684.80s]\td_loss/g_loss: -0.76/-0.9\t\n",
"[ 4/20][ 4048][ 702.16s]\td_loss/g_loss: -0.76/0.34\t\n",
"[ 4/20][ 4148][ 719.58s]\td_loss/g_loss: -0.65/ 1.1\t\n",
"[ 4/20][ 4248][ 736.96s]\td_loss/g_loss: -0.46/-0.47\t\n",
"[ 4/20][ 4348][ 754.32s]\td_loss/g_loss: -0.89/-1.3\t\n",
"[ 4/20][ 4448][ 771.81s]\td_loss/g_loss: -1.1/-0.017\t\n",
"[ 4/20][ 4548][ 789.03s]\td_loss/g_loss: -0.96/0.0065\t\n",
"[ 4/20][ 4648][ 806.21s]\td_loss/g_loss: -0.75/0.19\t\n",
"[ 5/20][ 4685][ 813.29s]\td_loss/g_loss: -0.55/-0.73\t\n",
"[ 5/20][ 4785][ 830.27s]\td_loss/g_loss: -0.66/0.078\t\n",
"[ 5/20][ 4885][ 847.40s]\td_loss/g_loss: -0.5/0.041\t\n",
"[ 5/20][ 4985][ 864.44s]\td_loss/g_loss: -0.87/-0.54\t\n",
"[ 5/20][ 5085][ 881.91s]\td_loss/g_loss: -0.92/-0.049\t\n",
"[ 5/20][ 5185][ 901.10s]\td_loss/g_loss: -0.45/-0.28\t\n",
"[ 5/20][ 5285][ 918.79s]\td_loss/g_loss: -0.55/-0.77\t\n",
"[ 5/20][ 5385][ 936.88s]\td_loss/g_loss: -0.38/0.91\t\n",
"[ 5/20][ 5485][ 954.64s]\td_loss/g_loss: -0.55/0.48\t\n",
"[ 5/20][ 5585][ 971.71s]\td_loss/g_loss: -0.25/0.38\t\n",
"[ 6/20][ 5622][ 979.11s]\td_loss/g_loss: -0.43/-0.69\t\n",
"[ 6/20][ 5722][ 997.46s]\td_loss/g_loss: -0.69/-1.4\t\n",
"[ 6/20][ 5822][ 1016.67s]\td_loss/g_loss: -0.49/0.29\t\n",
"[ 6/20][ 5922][ 1034.43s]\td_loss/g_loss: -0.68/-0.23\t\n",
"[ 6/20][ 6022][ 1051.40s]\td_loss/g_loss: -0.7/-0.4\t\n",
"[ 6/20][ 6122][ 1068.42s]\td_loss/g_loss: -0.93/-1.0\t\n",
"[ 6/20][ 6222][ 1085.40s]\td_loss/g_loss: -0.98/0.068\t\n",
"[ 6/20][ 6322][ 1102.31s]\td_loss/g_loss: -0.66/-0.46\t\n",
"[ 6/20][ 6422][ 1119.30s]\td_loss/g_loss: -0.47/-0.18\t\n",
"[ 6/20][ 6522][ 1136.26s]\td_loss/g_loss: -0.79/-0.36\t\n",
"[ 7/20][ 6559][ 1143.32s]\td_loss/g_loss: -0.48/-0.09\t\n",
"[ 7/20][ 6659][ 1160.48s]\td_loss/g_loss: -0.14/-0.78\t\n",
"[ 7/20][ 6759][ 1177.51s]\td_loss/g_loss: -0.8/-1.0\t\n",
"[ 7/20][ 6859][ 1194.50s]\td_loss/g_loss: -0.28/0.82\t\n",
"[ 7/20][ 6959][ 1211.49s]\td_loss/g_loss: -0.59/-0.5\t\n",
"[ 7/20][ 7059][ 1228.54s]\td_loss/g_loss: -0.16/-0.39\t\n",
"[ 7/20][ 7159][ 1245.62s]\td_loss/g_loss: -0.81/ 0.4\t\n",
"[ 7/20][ 7259][ 1262.59s]\td_loss/g_loss: -0.61/-0.19\t\n",
"[ 7/20][ 7359][ 1279.60s]\td_loss/g_loss: -0.19/ 1.4\t\n",
"[ 7/20][ 7459][ 1296.57s]\td_loss/g_loss: -0.35/-1.2\t\n",
"[ 8/20][ 7496][ 1303.68s]\td_loss/g_loss: -0.16/-0.58\t\n",
"[ 8/20][ 7596][ 1320.77s]\td_loss/g_loss: -0.4/0.82\t\n",
"[ 8/20][ 7696][ 1337.72s]\td_loss/g_loss: -0.35/0.38\t\n",
"[ 8/20][ 7796][ 1354.64s]\td_loss/g_loss: -0.43/-0.83\t\n",
"[ 8/20][ 7896][ 1371.56s]\td_loss/g_loss: -0.3/-1.2\t\n",
"[ 8/20][ 7996][ 1389.33s]\td_loss/g_loss: -0.79/-0.16\t\n",
"[ 8/20][ 8096][ 1406.69s]\td_loss/g_loss: -0.34/-0.55\t\n",
"[ 8/20][ 8196][ 1424.45s]\td_loss/g_loss: -0.53/0.93\t\n",
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"[ 8/20][ 8396][ 1458.86s]\td_loss/g_loss: -0.071/-0.38\t\n",
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"[ 9/20][ 8833][ 1533.93s]\td_loss/g_loss: -0.39/-0.62\t\n",
"[ 9/20][ 8933][ 1550.86s]\td_loss/g_loss: -0.33/ 1.4\t\n",
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"[10/20][ 9670][ 1676.95s]\td_loss/g_loss: -0.11/-1.4\t\n",
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"[14/20][ 13518][ 2385.00s]\td_loss/g_loss: -0.62/-1.1\t\n",
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]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[14/20][ 14018][ 2481.21s]\td_loss/g_loss: -0.19/-0.45\t\n",
"[15/20][ 14055][ 2489.40s]\td_loss/g_loss: -0.22/0.47\t\n",
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"[15/20][ 14355][ 2546.91s]\td_loss/g_loss: 0.048/-0.44\t\n",
"[15/20][ 14455][ 2565.62s]\td_loss/g_loss: -0.35/-0.4\t\n",
"[15/20][ 14555][ 2585.16s]\td_loss/g_loss: -0.33/-0.19\t\n",
"[15/20][ 14655][ 2604.59s]\td_loss/g_loss: -0.12/0.06\t\n",
"[15/20][ 14755][ 2623.55s]\td_loss/g_loss: -0.5/-0.35\t\n",
"[15/20][ 14855][ 2642.20s]\td_loss/g_loss: -0.25/-0.28\t\n",
"[15/20][ 14955][ 2660.74s]\td_loss/g_loss: -0.48/-1.4\t\n",
"[16/20][ 14992][ 2668.68s]\td_loss/g_loss: -0.19/-0.78\t\n",
"[16/20][ 15092][ 2687.69s]\td_loss/g_loss: -0.23/-0.35\t\n",
"[16/20][ 15192][ 2706.29s]\td_loss/g_loss: -0.21/-1.1\t\n",
"[16/20][ 15292][ 2724.85s]\td_loss/g_loss: -0.32/-0.92\t\n",
"[16/20][ 15392][ 2744.02s]\td_loss/g_loss: -0.2/-0.11\t\n",
"[16/20][ 15492][ 2763.10s]\td_loss/g_loss: -0.1/-0.051\t\n",
"[16/20][ 15592][ 2782.15s]\td_loss/g_loss: -0.52/-0.25\t\n",
"[16/20][ 15692][ 2800.99s]\td_loss/g_loss: -0.37/-0.28\t\n",
"[16/20][ 15792][ 2819.72s]\td_loss/g_loss: -0.58/0.47\t\n",
"[16/20][ 15892][ 2838.14s]\td_loss/g_loss: -0.23/-0.8\t\n",
"[17/20][ 15929][ 2846.28s]\td_loss/g_loss: 0.015/-0.11\t\n",
"[17/20][ 16029][ 2865.09s]\td_loss/g_loss: -0.31/0.74\t\n",
"[17/20][ 16129][ 2883.89s]\td_loss/g_loss: -0.49/0.73\t\n",
"[17/20][ 16229][ 2903.20s]\td_loss/g_loss: -0.32/-0.15\t\n",
"[17/20][ 16329][ 2922.77s]\td_loss/g_loss: -0.5/-0.42\t\n",
"[17/20][ 16429][ 2941.74s]\td_loss/g_loss: -0.26/0.89\t\n",
"[17/20][ 16529][ 2961.09s]\td_loss/g_loss: -0.15/-0.32\t\n",
"[17/20][ 16629][ 2981.77s]\td_loss/g_loss: -0.48/-1.3\t\n",
"[17/20][ 16729][ 3000.90s]\td_loss/g_loss: -0.26/-0.65\t\n",
"[17/20][ 16829][ 3019.63s]\td_loss/g_loss: -0.67/0.25\t\n",
"[18/20][ 16866][ 3027.64s]\td_loss/g_loss: -0.27/0.31\t\n",
"[18/20][ 16966][ 3045.75s]\td_loss/g_loss: -0.17/0.54\t\n",
"[18/20][ 17066][ 3064.98s]\td_loss/g_loss: -0.073/-0.55\t\n",
"[18/20][ 17166][ 3084.22s]\td_loss/g_loss: -0.47/0.028\t\n",
"[18/20][ 17266][ 3102.81s]\td_loss/g_loss: -0.52/0.022\t\n",
"[18/20][ 17366][ 3121.76s]\td_loss/g_loss: -0.51/0.0045\t\n",
"[18/20][ 17466][ 3140.23s]\td_loss/g_loss: -0.74/-0.35\t\n",
"[18/20][ 17566][ 3158.72s]\td_loss/g_loss: -0.5/-0.029\t\n",
"[18/20][ 17666][ 3176.91s]\td_loss/g_loss: -0.48/-0.04\t\n",
"[18/20][ 17766][ 3195.10s]\td_loss/g_loss: -0.09/0.18\t\n",
"[19/20][ 17803][ 3202.77s]\td_loss/g_loss: -0.28/-0.46\t\n",
"[19/20][ 17903][ 3221.46s]\td_loss/g_loss: -0.28/-0.078\t\n",
"[19/20][ 18003][ 3240.37s]\td_loss/g_loss: -0.38/-0.73\t\n",
"[19/20][ 18103][ 3258.72s]\td_loss/g_loss: -0.022/0.21\t\n",
"[19/20][ 18203][ 3277.98s]\td_loss/g_loss: -0.18/-0.055\t\n",
"[19/20][ 18303][ 3297.75s]\td_loss/g_loss: 0.18/-0.88\t\n",
"[19/20][ 18403][ 3317.60s]\td_loss/g_loss: -0.25/0.59\t\n",
"[19/20][ 18503][ 3336.04s]\td_loss/g_loss: -0.66/0.07\t\n",
"[19/20][ 18603][ 3354.18s]\td_loss/g_loss: -0.29/0.15\t\n",
"[19/20][ 18703][ 3373.00s]\td_loss/g_loss: -0.13/-0.91\t\n"
]
}
],
"source": [
"img_list, generator_losses, critic_losses = [], [], []\n",
"iters = 0\n",
"fixed_noise = torch.randn((64, hp.latent_size), device=\"cuda\")\n",
"grad_tensor = torch.ones((hp.batchsize, 1), device=\"cuda\")\n",
"start_time = time.time()\n",
"for epoch in range(hp.num_epochs):\n",
" for batch_idx, data in enumerate(dataloader, 0):\n",
" real_images = data[0].to(\"cuda\")\n",
" \n",
" # Update Critic\n",
" critic_optimizer.zero_grad()\n",
" \n",
" critic_output_real = critic(real_images)\n",
" critic_loss_real = critic_output_real.mean()\n",
"\n",
" noise = torch.randn((hp.batchsize, hp.latent_size), device=\"cuda\")\n",
" with torch.no_grad(): fake_image = generator(noise)\n",
" critic_output_fake = critic(fake_image)\n",
" critic_loss_fake = critic_output_fake.mean()\n",
"\n",
" alpha = torch.rand((hp.batchsize, 1, 1, 1), device=\"cuda\")\n",
" interpolates = (alpha * real_images + ((1. - alpha) * fake_image)).requires_grad_(True)\n",
" d_interpolates = critic(interpolates)\n",
" gradients = autograd.grad(d_interpolates, interpolates, grad_tensor, create_graph=True, only_inputs=True)[0]\n",
" gradient_penalty = hp.gp_lambda * ((gradients.view(hp.batchsize, -1).norm(dim=1) - 1.) ** 2).mean()\n",
"\n",
" critic_loss = -critic_loss_real + critic_loss_fake + gradient_penalty\n",
" \n",
" critic_loss.backward()\n",
" critic_optimizer.step()\n",
"\n",
" if batch_idx % hp.n_critic == 0:\n",
" # Update Generator\n",
" generator_optimizer.zero_grad()\n",
" \n",
" noise = torch.randn((hp.batchsize, hp.latent_size), device=\"cuda\")\n",
" fake_image = generator(noise)\n",
" critic_output_fake = critic(fake_image)\n",
" generator_loss = -critic_output_fake.mean()\n",
" \n",
" generator_loss.backward()\n",
" generator_optimizer.step()\n",
" \n",
" # Output training stats\n",
" if batch_idx % 100 == 0:\n",
" elapsed_time = time.time() - start_time\n",
" print(f\"[{epoch:>2}/{hp.num_epochs}][{iters:>7}][{elapsed_time:8.2f}s]\\t\"\n",
" f\"d_loss/g_loss: {critic_loss.item():4.2}/{generator_loss.item():4.2}\\t\")\n",
" \n",
" # Save Losses for plotting later\n",
" generator_losses.append(generator_loss.item())\n",
" critic_losses.append(critic_loss.item())\n",
"\n",
" # Check how the generator is doing by saving G's output on fixed_noise\n",
" if (iters % 500 == 0) or ((epoch == hp.num_epochs - 1) and (batch_idx == len(dataloader) - 1)):\n",
" with torch.no_grad(): fake_images = generator(fixed_noise).cpu()\n",
" img_list.append(vutils.make_grid(fake_images, padding=2, normalize=True))\n",
" \n",
" iters += 1"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"colab": {},
"colab_type": "code",
"id": "JhDPdes7QYyf"
},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.title(\"Generator and Critic Loss During Training\")\n",
"plt.plot(generator_losses,label=\"G\")\n",
"plt.plot(critic_losses,label=\"D\")\n",
"plt.xlabel(\"iterations\")\n",
"plt.ylabel(\"Loss\")\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"colab": {},
"colab_type": "code",
"id": "OX_sQ_1lTPdd"
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"<link rel=\"stylesheet\"\n",
"href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/\n",
"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, Mircosoft 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_img1691676241464a8fa1669c20a24c3784\">\n",
" <div class=\"anim-controls\">\n",
" <input id=\"_anim_slider1691676241464a8fa1669c20a24c3784\" type=\"range\" class=\"anim-slider\"\n",
" name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
" oninput=\"anim1691676241464a8fa1669c20a24c3784.set_frame(parseInt(this.value));\"></input>\n",
" <div class=\"anim-buttons\">\n",
" <button onclick=\"anim1691676241464a8fa1669c20a24c3784.slower()\"><i class=\"fa fa-minus\"></i></button>\n",
" <button onclick=\"anim1691676241464a8fa1669c20a24c3784.first_frame()\"><i class=\"fa fa-fast-backward\">\n",
" </i></button>\n",
" <button onclick=\"anim1691676241464a8fa1669c20a24c3784.previous_frame()\">\n",
" <i class=\"fa fa-step-backward\"></i></button>\n",
" <button onclick=\"anim1691676241464a8fa1669c20a24c3784.reverse_animation()\">\n",
" <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
" <button onclick=\"anim1691676241464a8fa1669c20a24c3784.pause_animation()\"><i class=\"fa fa-pause\">\n",
" </i></button>\n",
" <button onclick=\"anim1691676241464a8fa1669c20a24c3784.play_animation()\"><i class=\"fa fa-play\"></i>\n",
" </button>\n",
" <button onclick=\"anim1691676241464a8fa1669c20a24c3784.next_frame()\"><i class=\"fa fa-step-forward\">\n",
" </i></button>\n",
" <button onclick=\"anim1691676241464a8fa1669c20a24c3784.last_frame()\"><i class=\"fa fa-fast-forward\">\n",
" </i></button>\n",
" <button onclick=\"anim1691676241464a8fa1669c20a24c3784.faster()\"><i class=\"fa fa-plus\"></i></button>\n",
" </div>\n",
" <form action=\"#n\" name=\"_anim_loop_select1691676241464a8fa1669c20a24c3784\" class=\"anim-state\">\n",
" <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_1691676241464a8fa1669c20a24c3784\"\n",
" >\n",
" <label for=\"_anim_radio1_1691676241464a8fa1669c20a24c3784\">Once</label>\n",
" <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_1691676241464a8fa1669c20a24c3784\"\n",
" checked>\n",
" <label for=\"_anim_radio2_1691676241464a8fa1669c20a24c3784\">Loop</label>\n",
" <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_1691676241464a8fa1669c20a24c3784\"\n",
" >\n",
" <label for=\"_anim_radio3_1691676241464a8fa1669c20a24c3784\">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_img1691676241464a8fa1669c20a24c3784\";\n",
" var slider_id = \"_anim_slider1691676241464a8fa1669c20a24c3784\";\n",
" var loop_select_id = \"_anim_loop_select1691676241464a8fa1669c20a24c3784\";\n",
" var frames = new Array(39);\n",
" \n",
" frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAkAAAAJACAYAAABlmtk2AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n",
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