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{
"cells": [
{
"cell_type": "code",
"execution_count": 29,
"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 0x1d6c8259e10>"
]
},
"execution_count": 29,
"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": 30,
"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": 31,
"metadata": {
"colab": {},
"colab_type": "code",
"id": "nitbSS77Px4X"
},
"outputs": [],
"source": [
"@dataclass\n",
"class Hyperparameter:\n",
" num_classes: int = 10\n",
" batchsize: int = 128\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": 32,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 87
},
"colab_type": "code",
"id": "u05eDLLwbYAo",
"outputId": "20775a1f-2619-42b8-e5e0-7dfba19e4f0f"
},
"outputs": [],
"source": [
"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 // 2),\n",
" )\n",
" self.condition_embedding = nn.Sequential(\n",
" nn.Linear(hp.num_classes, hp.generator_size // 2),\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",
" def forward(self, latent, condition):\n",
" vec_latent = self.latent_embedding(latent)\n",
" vec_class = self.condition_embedding(condition)\n",
" combined = torch.cat([vec_latent, vec_class], dim=1).reshape(-1, hp.generator_size, 1, 1)\n",
" return self.tcnn(combined)\n",
"\n",
"class Critic(nn.Module):\n",
" def __init__(self):\n",
" super(Critic, self).__init__()\n",
" self.condition_embedding = nn.Sequential(\n",
" nn.Linear(hp.num_classes, hp.critic_size * 4),\n",
" )\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 * 8, 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, condition):\n",
" vec_condition = self.condition_embedding(condition)\n",
" cnn_features = self.cnn_net(image)\n",
" combined = torch.cat([cnn_features, vec_condition], dim=1)\n",
" return self.Critic_net(combined)\n"
]
},
{
"cell_type": "code",
"execution_count": 33,
"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": 34,
"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][ 2.88s]\td_loss/g_loss: 3.2/0.13\t\n",
"[ 0/20][ 100][ 34.47s]\td_loss/g_loss: -5.4/0.12\t\n",
"[ 0/20][ 200][ 66.75s]\td_loss/g_loss: -5.1/0.92\t\n",
"[ 0/20][ 300][ 98.95s]\td_loss/g_loss: -5.7/0.88\t\n",
"[ 0/20][ 400][ 131.14s]\td_loss/g_loss: -6.1/0.67\t\n",
"[ 1/20][ 468][ 153.94s]\td_loss/g_loss: -5.9/ 1.5\t\n",
"[ 1/20][ 568][ 186.12s]\td_loss/g_loss: -6.4/ 1.2\t\n",
"[ 1/20][ 668][ 218.46s]\td_loss/g_loss: -5.9/-0.54\t\n",
"[ 1/20][ 768][ 251.01s]\td_loss/g_loss: -2.5/-2.2\t\n",
"[ 1/20][ 868][ 283.41s]\td_loss/g_loss: -1.8/-3.3\t\n",
"[ 2/20][ 936][ 306.36s]\td_loss/g_loss: -1.5/-2.5\t\n",
"[ 2/20][ 1036][ 338.95s]\td_loss/g_loss: -1.6/-2.2\t\n",
"[ 2/20][ 1136][ 372.49s]\td_loss/g_loss: -1.7/-0.023\t\n",
"[ 2/20][ 1236][ 405.58s]\td_loss/g_loss: -0.86/-1.9\t\n",
"[ 2/20][ 1336][ 440.25s]\td_loss/g_loss: -1.2/-0.63\t\n",
"[ 3/20][ 1404][ 464.38s]\td_loss/g_loss: -0.67/-2.4\t\n",
"[ 3/20][ 1504][ 498.55s]\td_loss/g_loss: -1.5/-0.96\t\n",
"[ 3/20][ 1604][ 532.59s]\td_loss/g_loss: -1.1/-2.8\t\n",
"[ 3/20][ 1704][ 565.23s]\td_loss/g_loss: -0.82/-2.2\t\n",
"[ 3/20][ 1804][ 598.43s]\td_loss/g_loss: -0.51/-0.99\t\n",
"[ 4/20][ 1872][ 621.72s]\td_loss/g_loss: -0.43/-2.9\t\n",
"[ 4/20][ 1972][ 654.67s]\td_loss/g_loss: -0.71/-2.3\t\n",
"[ 4/20][ 2072][ 687.47s]\td_loss/g_loss: -0.36/-3.0\t\n",
"[ 4/20][ 2172][ 719.87s]\td_loss/g_loss: -0.56/-2.2\t\n",
"[ 4/20][ 2272][ 752.33s]\td_loss/g_loss: -0.3/-3.4\t\n",
"[ 5/20][ 2340][ 775.21s]\td_loss/g_loss: -0.07/-2.1\t\n",
"[ 5/20][ 2440][ 807.49s]\td_loss/g_loss: -0.35/-1.9\t\n",
"[ 5/20][ 2540][ 840.00s]\td_loss/g_loss: -0.57/-2.4\t\n",
"[ 5/20][ 2640][ 872.44s]\td_loss/g_loss: -0.17/-2.3\t\n",
"[ 5/20][ 2740][ 904.90s]\td_loss/g_loss: -0.75/-1.7\t\n",
"[ 6/20][ 2808][ 927.80s]\td_loss/g_loss: -0.16/-2.5\t\n",
"[ 6/20][ 2908][ 960.08s]\td_loss/g_loss: -0.33/-2.2\t\n",
"[ 6/20][ 3008][ 992.56s]\td_loss/g_loss: -0.4/-3.0\t\n",
"[ 6/20][ 3108][ 1025.02s]\td_loss/g_loss: -0.19/-2.0\t\n",
"[ 6/20][ 3208][ 1057.39s]\td_loss/g_loss: -0.46/-2.8\t\n",
"[ 7/20][ 3276][ 1080.62s]\td_loss/g_loss: -0.092/-1.2\t\n",
"[ 7/20][ 3376][ 1115.74s]\td_loss/g_loss: 0.2/-2.9\t\n",
"[ 7/20][ 3476][ 1149.55s]\td_loss/g_loss: -0.54/-1.8\t\n",
"[ 7/20][ 3576][ 1183.82s]\td_loss/g_loss: -0.38/-2.2\t\n",
"[ 7/20][ 3676][ 1219.49s]\td_loss/g_loss: -0.25/-2.6\t\n",
"[ 8/20][ 3744][ 1243.74s]\td_loss/g_loss: -0.25/-3.2\t\n",
"[ 8/20][ 3844][ 1278.42s]\td_loss/g_loss: -0.15/-1.5\t\n",
"[ 8/20][ 3944][ 1312.49s]\td_loss/g_loss: -0.26/-2.3\t\n",
"[ 8/20][ 4044][ 1346.54s]\td_loss/g_loss: -0.05/-3.4\t\n",
"[ 8/20][ 4144][ 1380.70s]\td_loss/g_loss: -0.64/-1.8\t\n",
"[ 9/20][ 4212][ 1404.78s]\td_loss/g_loss: -0.13/-2.8\t\n",
"[ 9/20][ 4312][ 1438.75s]\td_loss/g_loss: -0.46/-2.1\t\n",
"[ 9/20][ 4412][ 1472.62s]\td_loss/g_loss: -0.016/-2.5\t\n",
"[ 9/20][ 4512][ 1505.21s]\td_loss/g_loss: -0.2/-2.1\t\n",
"[ 9/20][ 4612][ 1537.69s]\td_loss/g_loss: -0.16/-2.7\t\n",
"[10/20][ 4680][ 1560.88s]\td_loss/g_loss: -0.22/-2.9\t\n",
"[10/20][ 4780][ 1593.98s]\td_loss/g_loss: 0.065/-3.3\t\n",
"[10/20][ 4880][ 1627.87s]\td_loss/g_loss: -0.11/-3.9\t\n",
"[10/20][ 4980][ 1661.15s]\td_loss/g_loss: -0.3/-2.5\t\n",
"[10/20][ 5080][ 1693.77s]\td_loss/g_loss: -0.3/-2.8\t\n",
"[11/20][ 5148][ 1716.73s]\td_loss/g_loss: -0.21/-2.7\t\n",
"[11/20][ 5248][ 1749.23s]\td_loss/g_loss: -0.073/-2.3\t\n",
"[11/20][ 5348][ 1781.83s]\td_loss/g_loss: -0.18/-2.4\t\n",
"[11/20][ 5448][ 1814.43s]\td_loss/g_loss: -0.11/-2.9\t\n",
"[11/20][ 5548][ 1846.99s]\td_loss/g_loss: -0.13/-2.8\t\n",
"[12/20][ 5616][ 1869.86s]\td_loss/g_loss: -0.23/-2.4\t\n",
"[12/20][ 5716][ 1902.26s]\td_loss/g_loss: -0.3/-1.5\t\n",
"[12/20][ 5816][ 1934.96s]\td_loss/g_loss: -0.25/-2.4\t\n",
"[12/20][ 5916][ 1967.54s]\td_loss/g_loss: -0.17/-2.1\t\n",
"[12/20][ 6016][ 2000.11s]\td_loss/g_loss: -0.24/-1.7\t\n",
"[13/20][ 6084][ 2023.24s]\td_loss/g_loss: -0.048/-1.9\t\n",
"[13/20][ 6184][ 2057.01s]\td_loss/g_loss: 0.081/-2.6\t\n",
"[13/20][ 6284][ 2090.11s]\td_loss/g_loss: -0.17/-2.2\t\n",
"[13/20][ 6384][ 2123.09s]\td_loss/g_loss: -0.18/-2.2\t\n",
"[13/20][ 6484][ 2156.46s]\td_loss/g_loss: -0.18/-1.8\t\n",
"[14/20][ 6552][ 2179.74s]\td_loss/g_loss: -0.13/-1.2\t\n",
"[14/20][ 6652][ 2212.84s]\td_loss/g_loss: -0.0044/-2.1\t\n",
"[14/20][ 6752][ 2245.71s]\td_loss/g_loss: 0.0024/-2.6\t\n",
"[14/20][ 6852][ 2279.22s]\td_loss/g_loss: -0.2/-1.5\t\n",
"[14/20][ 6952][ 2311.87s]\td_loss/g_loss: -0.22/-3.3\t\n",
"[15/20][ 7020][ 2334.96s]\td_loss/g_loss: 0.2/-2.5\t\n",
"[15/20][ 7120][ 2367.25s]\td_loss/g_loss: -0.0057/-3.2\t\n",
"[15/20][ 7220][ 2400.54s]\td_loss/g_loss: -0.041/-3.1\t\n",
"[15/20][ 7320][ 2433.50s]\td_loss/g_loss: -0.45/-3.1\t\n",
"[15/20][ 7420][ 2467.04s]\td_loss/g_loss: -0.097/-2.6\t\n",
"[16/20][ 7488][ 2490.43s]\td_loss/g_loss: 0.1/-2.3\t\n",
"[16/20][ 7588][ 2523.59s]\td_loss/g_loss: -0.09/-3.2\t\n",
"[16/20][ 7688][ 2556.37s]\td_loss/g_loss: 0.17/-3.3\t\n",
"[16/20][ 7788][ 2590.27s]\td_loss/g_loss: -0.011/-3.0\t\n",
"[16/20][ 7888][ 2623.73s]\td_loss/g_loss: -0.17/-4.4\t\n",
"[17/20][ 7956][ 2646.72s]\td_loss/g_loss: -0.063/-3.9\t\n",
"[17/20][ 8056][ 2679.33s]\td_loss/g_loss: -0.087/-3.3\t\n",
"[17/20][ 8156][ 2712.03s]\td_loss/g_loss: -0.031/-3.0\t\n",
"[17/20][ 8256][ 2746.92s]\td_loss/g_loss: -0.12/-3.5\t\n",
"[17/20][ 8356][ 2780.00s]\td_loss/g_loss: -0.15/-2.9\t\n",
"[18/20][ 8424][ 2803.19s]\td_loss/g_loss: 0.03/-2.7\t\n",
"[18/20][ 8524][ 2836.02s]\td_loss/g_loss: -0.14/-3.0\t\n",
"[18/20][ 8624][ 2868.77s]\td_loss/g_loss: -0.1/-2.2\t\n",
"[18/20][ 8724][ 2901.36s]\td_loss/g_loss: -0.23/-3.9\t\n",
"[18/20][ 8824][ 2933.99s]\td_loss/g_loss: -0.21/-3.4\t\n",
"[19/20][ 8892][ 2957.03s]\td_loss/g_loss: -0.13/-2.8\t\n",
"[19/20][ 8992][ 2989.50s]\td_loss/g_loss: 0.013/-2.9\t\n",
"[19/20][ 9092][ 3022.10s]\td_loss/g_loss: -0.062/-3.7\t\n",
"[19/20][ 9192][ 3054.76s]\td_loss/g_loss: -0.028/-4.1\t\n",
"[19/20][ 9292][ 3087.40s]\td_loss/g_loss: -0.21/-2.4\t\n"
]
}
],
"source": [
"img_list, generator_losses, critic_losses = [], [], []\n",
"iters = 0\n",
"all_labels = torch.eye(hp.num_classes, dtype=torch.float32, device=\"cuda\")\n",
"fixed_noise = torch.randn((80, hp.latent_size), device=\"cuda\")\n",
"fixed_class_labels = all_labels[[i for i in list(range(hp.num_classes)) for idx in range(8)]]\n",
"grad_tensor = torch.ones((hp.batchsize, 1), device=\"cuda\")\n",
"\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, real_class_labels = data[0].to(\"cuda\"), all_labels[data[1]].to(\"cuda\")\n",
" \n",
" # Update critic\n",
" critic_optimizer.zero_grad()\n",
" \n",
" critic_output_real = critic(real_images, real_class_labels)\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, real_class_labels)\n",
" critic_output_fake = critic(fake_image, real_class_labels)\n",
" critic_loss_fake = critic_output_fake.mean()\n",
"\n",
" alpha = torch.rand((hp.batchsize, 1), device=\"cuda\")\n",
" interpolates = (alpha.view(-1, 1, 1, 1) * real_images + ((1. - alpha.view(-1, 1, 1, 1)) * fake_image)).requires_grad_(True)\n",
" d_interpolates = critic(interpolates, real_class_labels)\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",
" fake_class_labels = all_labels[torch.randint(hp.num_classes, size=[hp.batchsize])]\n",
" noise = torch.randn((hp.batchsize, hp.latent_size), device=\"cuda\")\n",
" fake_image = generator(noise, fake_class_labels)\n",
" critic_output_fake = critic(fake_image, fake_class_labels)\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, fixed_class_labels).cpu()\n",
" img_list.append(vutils.make_grid(fake_images, padding=2, normalize=True))\n",
" \n",
" iters += 1"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {
"colab": {},
"colab_type": "code",
"id": "JhDPdes7QYyf"
},
"outputs": [
{
"data": {
"image/png": 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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": 36,
"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_imgfbb530f3bc184b4cb11c8cf5fd73972d\">\n",
" <div class=\"anim-controls\">\n",
" <input id=\"_anim_sliderfbb530f3bc184b4cb11c8cf5fd73972d\" type=\"range\" class=\"anim-slider\"\n",
" name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
" oninput=\"animfbb530f3bc184b4cb11c8cf5fd73972d.set_frame(parseInt(this.value));\"></input>\n",
" <div class=\"anim-buttons\">\n",
" <button onclick=\"animfbb530f3bc184b4cb11c8cf5fd73972d.slower()\"><i class=\"fa fa-minus\"></i></button>\n",
" <button onclick=\"animfbb530f3bc184b4cb11c8cf5fd73972d.first_frame()\"><i class=\"fa fa-fast-backward\">\n",
" </i></button>\n",
" <button onclick=\"animfbb530f3bc184b4cb11c8cf5fd73972d.previous_frame()\">\n",
" <i class=\"fa fa-step-backward\"></i></button>\n",
" <button onclick=\"animfbb530f3bc184b4cb11c8cf5fd73972d.reverse_animation()\">\n",
" <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
" <button onclick=\"animfbb530f3bc184b4cb11c8cf5fd73972d.pause_animation()\"><i class=\"fa fa-pause\">\n",
" </i></button>\n",
" <button onclick=\"animfbb530f3bc184b4cb11c8cf5fd73972d.play_animation()\"><i class=\"fa fa-play\"></i>\n",
" </button>\n",
" <button onclick=\"animfbb530f3bc184b4cb11c8cf5fd73972d.next_frame()\"><i class=\"fa fa-step-forward\">\n",
" </i></button>\n",
" <button onclick=\"animfbb530f3bc184b4cb11c8cf5fd73972d.last_frame()\"><i class=\"fa fa-fast-forward\">\n",
" </i></button>\n",
" <button onclick=\"animfbb530f3bc184b4cb11c8cf5fd73972d.faster()\"><i class=\"fa fa-plus\"></i></button>\n",
" </div>\n",
" <form action=\"#n\" name=\"_anim_loop_selectfbb530f3bc184b4cb11c8cf5fd73972d\" class=\"anim-state\">\n",
" <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_fbb530f3bc184b4cb11c8cf5fd73972d\"\n",
" >\n",
" <label for=\"_anim_radio1_fbb530f3bc184b4cb11c8cf5fd73972d\">Once</label>\n",
" <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_fbb530f3bc184b4cb11c8cf5fd73972d\"\n",
" checked>\n",
" <label for=\"_anim_radio2_fbb530f3bc184b4cb11c8cf5fd73972d\">Loop</label>\n",
" <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_fbb530f3bc184b4cb11c8cf5fd73972d\"\n",
" >\n",
" <label for=\"_anim_radio3_fbb530f3bc184b4cb11c8cf5fd73972d\">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_imgfbb530f3bc184b4cb11c8cf5fd73972d\";\n",
" var slider_id = \"_anim_sliderfbb530f3bc184b4cb11c8cf5fd73972d\";\n",
" var loop_select_id = \"_anim_loop_selectfbb530f3bc184b4cb11c8cf5fd73972d\";\n",
" var frames = new Array(20);\n",
" \n",
" frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAtAAAAJACAYAAACkMVHfAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\\\n",
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