{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"nvidiaTeslaT4","dataSources":[{"sourceId":7730680,"sourceType":"datasetVersion","datasetId":4517311},{"sourceId":7799590,"sourceType":"datasetVersion","datasetId":4566742},{"sourceId":7821397,"sourceType":"datasetVersion","datasetId":4582599}],"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":true}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import torch\nimport torch.nn as nn \nfrom torch.nn import Conv2d,LeakyReLU,BatchNorm2d, ConvTranspose2d,ReLU\nfrom torch.utils.data import DataLoader, Dataset\nfrom torchvision import transforms\nimport numpy as np\nimport cv2\nimport os\nfrom accelerate import Accelerator\nimport datetime\nimport torch\nimport torch.optim as optim\nfrom torch.utils.data import DataLoader\nfrom tqdm import tqdm","metadata":{"_uuid":"ea3902a0-72a6-4ed1-9e0a-4008289c4c1a","_cell_guid":"fa345a48-b705-4d19-a64d-6881e09e6866","collapsed":false,"jupyter":{"outputs_hidden":false},"execution":{"iopub.status.busy":"2024-03-14T08:14:07.856101Z","iopub.execute_input":"2024-03-14T08:14:07.856872Z","iopub.status.idle":"2024-03-14T08:14:15.121834Z","shell.execute_reply.started":"2024-03-14T08:14:07.856839Z","shell.execute_reply":"2024-03-14T08:14:15.121068Z"},"trusted":true},"execution_count":1,"outputs":[]},{"cell_type":"code","source":"accelerator = Accelerator(cpu=False)\ndevice = accelerator.device","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:14:22.808931Z","iopub.execute_input":"2024-03-14T08:14:22.810046Z","iopub.status.idle":"2024-03-14T08:14:22.864961Z","shell.execute_reply.started":"2024-03-14T08:14:22.810007Z","shell.execute_reply":"2024-03-14T08:14:22.864070Z"},"trusted":true},"execution_count":2,"outputs":[]},{"cell_type":"code","source":"pip install tensorboardX","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:14:25.280370Z","iopub.execute_input":"2024-03-14T08:14:25.281149Z","iopub.status.idle":"2024-03-14T08:14:38.531205Z","shell.execute_reply.started":"2024-03-14T08:14:25.281119Z","shell.execute_reply":"2024-03-14T08:14:38.529948Z"},"trusted":true},"execution_count":3,"outputs":[{"name":"stdout","text":"Requirement already satisfied: tensorboardX in /opt/conda/lib/python3.10/site-packages (2.6.2.2)\nRequirement already satisfied: numpy in /opt/conda/lib/python3.10/site-packages (from tensorboardX) (1.26.4)\nRequirement already satisfied: packaging in /opt/conda/lib/python3.10/site-packages (from tensorboardX) (21.3)\nRequirement already satisfied: protobuf>=3.20 in /opt/conda/lib/python3.10/site-packages (from tensorboardX) (3.20.3)\nRequirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/conda/lib/python3.10/site-packages (from packaging->tensorboardX) (3.1.1)\nNote: you may need to restart the kernel to use updated packages.\n","output_type":"stream"}]},{"cell_type":"code","source":"from tensorboardX import SummaryWriter","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:14:40.411850Z","iopub.execute_input":"2024-03-14T08:14:40.412214Z","iopub.status.idle":"2024-03-14T08:14:47.530049Z","shell.execute_reply.started":"2024-03-14T08:14:40.412183Z","shell.execute_reply":"2024-03-14T08:14:47.529301Z"},"trusted":true},"execution_count":4,"outputs":[]},{"cell_type":"code","source":"def get_transforms():\n transform = transforms.Compose([\n transforms.ToTensor(),# H,W,C -> C,H,W && [0,255] -> [0,1]\n transforms.Normalize(mean=(0.5, 0.5, 0.5), std=(0.5, 0.5, 0.5)) #[0,1] -> [-1,1]\n ])\n return transform\n","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:14:49.980447Z","iopub.execute_input":"2024-03-14T08:14:49.981573Z","iopub.status.idle":"2024-03-14T08:14:49.986237Z","shell.execute_reply.started":"2024-03-14T08:14:49.981538Z","shell.execute_reply":"2024-03-14T08:14:49.985305Z"},"trusted":true},"execution_count":5,"outputs":[]},{"cell_type":"code","source":"print('hii')","metadata":{"execution":{"iopub.status.busy":"2024-03-14T06:04:07.318063Z","iopub.execute_input":"2024-03-14T06:04:07.318449Z","iopub.status.idle":"2024-03-14T06:04:07.323611Z","shell.execute_reply.started":"2024-03-14T06:04:07.318418Z","shell.execute_reply":"2024-03-14T06:04:07.322475Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"class MYDataSet(Dataset):\n def __init__(self,src_data_path,dst_data_path):\n self.train_A_imglist = self.get_imglist(src_data_path)\n self.train_B_imglist = self.get_imglist(dst_data_path)\n self.transform = get_transforms()\n \n def get_imglist(self, img_dir):\n img_name_list = sorted(os.listdir(img_dir))\n img_list = []\n half_len = len(img_name_list) // 3\n for img_name in img_name_list[:half_len]:\n img_path = os.path.join(img_dir, img_name)\n img_list.append(img_path)\n return img_list\n \n def __len__(self):\n return len(self.train_A_imglist)\n def __getitem__(self,index):\n train_A_img_path = self.train_A_imglist[index]\n train_B_img_path = self.train_B_imglist[index]\n\n train_A_img = cv2.imread(train_A_img_path)\n train_B_img = cv2.imread(train_B_img_path)\n\n train_A_tensor = self.transform(train_A_img)\n train_B_tensor = self.transform(train_B_img)\n \n\n return [train_A_tensor,train_B_tensor]","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:14:58.322841Z","iopub.execute_input":"2024-03-14T08:14:58.323765Z","iopub.status.idle":"2024-03-14T08:14:58.334126Z","shell.execute_reply.started":"2024-03-14T08:14:58.323723Z","shell.execute_reply":"2024-03-14T08:14:58.333054Z"},"trusted":true},"execution_count":6,"outputs":[]},{"cell_type":"code","source":"def encoder_layer(in_channels,out_channels,kernel_size=4,stride = 2,padding = 1): # NOTE: Padding here is different from the 'vaild' in tensorflow version of original github\n layer = nn.Sequential(\n Conv2d(in_channels,out_channels,kernel_size=kernel_size,stride=stride,padding=padding),\n BatchNorm2d(out_channels),\n LeakyReLU(0.2)\n )\n return layer","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:15:01.875228Z","iopub.execute_input":"2024-03-14T08:15:01.876009Z","iopub.status.idle":"2024-03-14T08:15:01.880862Z","shell.execute_reply.started":"2024-03-14T08:15:01.875977Z","shell.execute_reply":"2024-03-14T08:15:01.879986Z"},"trusted":true},"execution_count":7,"outputs":[]},{"cell_type":"code","source":"def decoder_layer(in_channels,out_channels,last_layer=False,kernel_size=4,stride = 2,padding = 1):\n if not last_layer:\n layer = nn.Sequential(\n ConvTranspose2d(in_channels,out_channels,kernel_size=kernel_size,stride=stride,padding=padding),\n torch.nn.ReLU()\n )\n else:\n layer = nn.Sequential(\n ConvTranspose2d(in_channels,out_channels,kernel_size=4,stride=2,padding=1),\n torch.nn.Tanh()\n )\n return layer\n\ndef discrimiter_layer(in_channels,out_channels,kernel_size=4,stride = 2,padding = 1,wgan=False):\n if wgan:\n layer = nn.Sequential(\n Conv2d(in_channels,out_channels,kernel_size=kernel_size,stride=stride,padding=padding),\n BatchNorm2d(out_channels),\n LeakyReLU(0.2)\n )\n else:\n layer = nn.Sequential(\n Conv2d(in_channels,out_channels,kernel_size=kernel_size,stride=stride,padding=padding),\n LeakyReLU(0.2)\n )\n return layer\n","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:15:05.269611Z","iopub.execute_input":"2024-03-14T08:15:05.270164Z","iopub.status.idle":"2024-03-14T08:15:05.277772Z","shell.execute_reply.started":"2024-03-14T08:15:05.270136Z","shell.execute_reply":"2024-03-14T08:15:05.276897Z"},"trusted":true},"execution_count":8,"outputs":[]},{"cell_type":"code","source":"class GeneratorNet(torch.nn.Module):\n def __init__(self):\n super(GeneratorNet, self).__init__()\n\n # Encoder\n self.enc_conv1 = encoder_layer(3,64)\n self.enc_conv2 = encoder_layer(64,128)\n self.enc_conv3 = encoder_layer(128,256)\n self.enc_conv4 = encoder_layer(256,512)\n self.enc_conv5 = encoder_layer(512,512)\n self.enc_conv6 = encoder_layer(512,512)\n self.enc_conv7 = encoder_layer(512,512)\n self.enc_conv8 = encoder_layer(512,512,padding=1)\n # Decoder\n self.dec_conv1 = decoder_layer(512,512)\n self.dec_conv2 = decoder_layer(1024,512)\n self.dec_conv3 = decoder_layer(1024,512)\n self.dec_conv4 = decoder_layer(1024,512)\n self.dec_conv5 = decoder_layer(1024,256)\n self.dec_conv6 = decoder_layer(512,128)\n self.dec_conv7 = decoder_layer(256,64)\n self.dec_conv8 = decoder_layer(128,3,last_layer=True)\n \n def forward(self,input_x):\n # Encoder\n output_enc_conv1 = self.enc_conv1(input_x)\n output_enc_conv2 = self.enc_conv2(output_enc_conv1)\n output_enc_conv3 = self.enc_conv3(output_enc_conv2)\n output_enc_conv4 = self.enc_conv4(output_enc_conv3)\n output_enc_conv5 = self.enc_conv5(output_enc_conv4)\n output_enc_conv6 = self.enc_conv6(output_enc_conv5)\n output_enc_conv7 = self.enc_conv7(output_enc_conv6)\n output_enc_conv8 = self.enc_conv8(output_enc_conv7)\n\n\n # Decoder\n output_dec_conv1 = self.dec_conv1(output_enc_conv8)\n output_dec_conv1 = torch.cat([output_dec_conv1,output_enc_conv7],dim = 1)\n\n output_dec_conv2 = self.dec_conv2(output_dec_conv1)\n output_dec_conv2 = torch.cat([output_dec_conv2,output_enc_conv6],dim = 1)\n\n output_dec_conv3 = self.dec_conv3(output_dec_conv2)\n output_dec_conv3 = torch.cat([output_dec_conv3,output_enc_conv5],dim = 1)\n\n output_dec_conv4 = self.dec_conv4(output_dec_conv3)\n output_dec_conv4 = torch.cat([output_dec_conv4,output_enc_conv4],dim = 1)\n\n output_dec_conv5 = self.dec_conv5(output_dec_conv4)\n output_dec_conv5 = torch.cat([output_dec_conv5,output_enc_conv3],dim = 1)\n\n output_dec_conv6 = self.dec_conv6(output_dec_conv5)\n output_dec_conv6 = torch.cat([output_dec_conv6,output_enc_conv2],dim = 1)\n\n output_dec_conv7 = self.dec_conv7(output_dec_conv6)\n output_dec_conv7 = torch.cat([output_dec_conv7,output_enc_conv1],dim = 1)\n\n output_dec_conv8 = self.dec_conv8(output_dec_conv7)\n\n return output_dec_conv8\n \n\n \n","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:15:09.671253Z","iopub.execute_input":"2024-03-14T08:15:09.671646Z","iopub.status.idle":"2024-03-14T08:15:09.685827Z","shell.execute_reply.started":"2024-03-14T08:15:09.671620Z","shell.execute_reply":"2024-03-14T08:15:09.684938Z"},"trusted":true},"execution_count":9,"outputs":[]},{"cell_type":"code","source":"class DiscrimiterNet(torch.nn.Module):\n def __init__(self,wgan_loss):\n super(DiscrimiterNet, self).__init__()\n self.wgan_loss = wgan_loss\n\n self.conv1 = discrimiter_layer(3,64,self.wgan_loss)\n self.conv2 = discrimiter_layer(64,128,self.wgan_loss)\n self.conv3 = discrimiter_layer(128,256,self.wgan_loss)\n self.conv4 = discrimiter_layer(256,512,self.wgan_loss)\n self.conv5 = discrimiter_layer(512,1,kernel_size=1,stride=1)\n def forward(self,x):\n x = self.conv1(x)\n x = self.conv2(x)\n x = self.conv3(x)\n x = self.conv4(x)\n x = self.conv5(x)\n\n return x","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:15:13.195385Z","iopub.execute_input":"2024-03-14T08:15:13.195737Z","iopub.status.idle":"2024-03-14T08:15:13.202902Z","shell.execute_reply.started":"2024-03-14T08:15:13.195709Z","shell.execute_reply":"2024-03-14T08:15:13.201978Z"},"trusted":true},"execution_count":10,"outputs":[]},{"cell_type":"code","source":"def tensor2img(one_tensor):# [b,c,h,w] [-1,1]\n tensor = one_tensor.squeeze(0) #[c,h,w] [0,1]\n tensor = (tensor*0.5 + 0.5)*255 # [c,h,w] [0,255]\n tensor_cpu = tensor.cpu()\n img = np.array(tensor_cpu,dtype=np.uint8)\n img = np.transpose(img,(1,2,0))\n return img\ndef img2tensor(np_img):# [h,w,c]\n tensor = get_transforms()(np_img).cuda() # [c,h,w] [-1,1]\n tensor = tensor.unsqueeze(0) # [b,c,h,w] [-1,1]\n return tensor\n\n\ndef weights_init(module):\n classname = module.__class__.__name__\n if classname.find('Conv') !=-1:\n nn.init.normal_(module.weight.data,0.0,0.02)\n\ndef loss_gradient_difference(real_image,generated): # b x c x h x w\n true_x_shifted_right = real_image[:,:,1:,:]# 32 x 3 x 255 x 256\n true_x_shifted_left = real_image[:,:,:-1,:]\n true_x_gradient = torch.abs(true_x_shifted_left - true_x_shifted_right)\n\n generated_x_shift_right = generated[:,:,1:,:]# 32 x 3 x 255 x 256\n generated_x_shift_left = generated[:,:,:-1,:]\n generated_x_griednt = torch.abs(generated_x_shift_left - generated_x_shift_right)\n\n difference_x = true_x_gradient - generated_x_griednt\n\n loss_x_gradient = (torch.sum(difference_x**2))/2 # tf.nn.l2_loss(true_x_gradient - generated_x_gradient)\n\n true_y_shifted_right = real_image[:,:,:,1:]\n true_y_shifted_left = real_image[:,:,:,:-1]\n true_y_gradient = torch.abs(true_y_shifted_left - true_y_shifted_right)\n\n generated_y_shift_right = generated[:,:,:,1:]\n generated_y_shift_left = generated[:,:,:,:-1]\n generated_y_griednt = torch.abs(generated_y_shift_left - generated_y_shift_right)\n\n difference_y = true_y_gradient - generated_y_griednt\n loss_y_gradient = (torch.sum(difference_y**2))/2 # tf.nn.l2_loss(true_y_gradient - generated_y_gradient)\n\n igdl = loss_x_gradient + loss_y_gradient\n return igdl\n\n\ndef calculate_x_gradient(images):\n x_gradient_filter = torch.Tensor(\n [\n [[0, 0, 0], [-1, 0, 1], [0, 0, 0]],\n [[0, 0, 0], [-1, 0, 1], [0, 0, 0]],\n [[0, 0, 0], [-1, 0, 1], [0, 0, 0]],\n ]\n ).cuda()\n x_gradient_filter = x_gradient_filter.view(3, 1, 3, 3)\n result = torch.functional.F.conv2d(\n images, x_gradient_filter, groups=3, padding=(1, 1)\n )\n return result\n\n\n\n\ndef calculate_y_gradient(images):\n y_gradient_filter = torch.Tensor(\n [\n [[0, 1, 0], [0, 0, 0], [0, -1, 0]],\n [[0, 1, 0], [0, 0, 0], [0, -1, 0]],\n [[0, 1, 0], [0, 0, 0], [0, -1, 0]],\n ]\n ).cuda()\n y_gradient_filter = y_gradient_filter.view(3, 1, 3, 3)\n result = torch.functional.F.conv2d(\n images, y_gradient_filter, groups=3, padding=(1, 1)\n )\n return result\n\ndef loss_igdl( correct_images, generated_images): # taken from https://github.com/Arquestro/ugan-pytorch/blob/master/ops/loss_modules.py\n correct_images_gradient_x = calculate_x_gradient(correct_images)\n generated_images_gradient_x = calculate_x_gradient(generated_images)\n correct_images_gradient_y = calculate_y_gradient(correct_images)\n generated_images_gradient_y = calculate_y_gradient(generated_images)\n pairwise_p_distance = torch.nn.PairwiseDistance(p=1)\n distances_x_gradient = pairwise_p_distance(\n correct_images_gradient_x, generated_images_gradient_x\n )\n distances_y_gradient = pairwise_p_distance(\n correct_images_gradient_y, generated_images_gradient_y\n )\n loss_x_gradient = torch.mean(distances_x_gradient)\n loss_y_gradient = torch.mean(distances_y_gradient)\n loss = 0.5 * (loss_x_gradient + loss_y_gradient)\n return loss","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:15:19.234311Z","iopub.execute_input":"2024-03-14T08:15:19.234672Z","iopub.status.idle":"2024-03-14T08:15:19.255850Z","shell.execute_reply.started":"2024-03-14T08:15:19.234642Z","shell.execute_reply":"2024-03-14T08:15:19.254785Z"},"trusted":true},"execution_count":11,"outputs":[]},{"cell_type":"code","source":"def ToTensor(image):\n \"\"\"Convert ndarrays in sample to Tensors.\"\"\"\n # numpy image: H x W x C\n # torch image: C X H X W\n image = image.transpose((2, 0, 1))\n # Normalize image from [0, 255] to [0, 1]\n image = 1 / 255.0 * image\n return torch.from_numpy(image).type(dtype=torch.float)","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:15:23.129081Z","iopub.execute_input":"2024-03-14T08:15:23.129732Z","iopub.status.idle":"2024-03-14T08:15:23.134838Z","shell.execute_reply.started":"2024-03-14T08:15:23.129701Z","shell.execute_reply":"2024-03-14T08:15:23.133959Z"},"trusted":true},"execution_count":12,"outputs":[]},{"cell_type":"code","source":"def train():\n accelerator = Accelerator(cpu=False) # Specify GPU IDs\n device = accelerator.device\n print(device)\n\n # Define the argparse arguments as variables\n trainA_path = '/kaggle/input/underwater-img/underwater_imagenet/trainA'\n trainB_path = '/kaggle/input/underwater-img/underwater_imagenet/trainB'\n use_wgan = True\n lr = 1e-4\n max_epoch = 500\n bz = 8\n lbda1 = 100\n lbda2 = 1\n num_workers = 1\n checkpoints_root = 'checkpoints'\n log_root = './log'\n\n wgan = use_wgan\n learning_rate = lr\n max_epochs = max_epoch\n batch_size = bz\n lambda_1 = lbda1\n lambda_2 = lbda2\n\n netG = torch.nn.DataParallel(GeneratorNet()).to(device)\n netD = torch.nn.DataParallel(DiscrimiterNet(wgan_loss=wgan)).to(device)\n\n optimizer_g = optim.Adam(netG.parameters(), lr=learning_rate)\n optimizer_d = optim.Adam(netD.parameters(), lr=learning_rate)\n\n dataset = MYDataSet(src_data_path=trainA_path, dst_data_path=trainB_path)\n datasetloader = DataLoader(dataset, batch_size=batch_size, shuffle=False, num_workers=num_workers)\n\n log_root = log_root\n date = datetime.datetime.now().strftime('%F_%T').replace(':', '_')\n log_folder = date\n log_dir = os.path.join(log_root, log_folder)\n if not os.path.exists(log_dir):\n os.makedirs(log_dir)\n writer = SummaryWriter(log_dir=log_dir)\n\n checkpoint_root = checkpoints_root\n checkpoint_folder = date\n checkpoint_dir = os.path.join(checkpoint_root, checkpoint_folder)\n if not os.path.exists(checkpoint_dir):\n os.makedirs(checkpoint_dir)\n\n netG, netD, optimizer_g, optimizer_d, datasetloader = accelerator.prepare(netG, netD, optimizer_g, optimizer_d, datasetloader)\n\n scaler = GradScaler()\n with ThreadPoolExecutor(max_workers=num_workers) as executor:\n for epoch in range(0, max_epochs):\n d_loss_log_list = []\n g_loss_log_list = []\n futures = []\n for iteration, data in enumerate(tqdm(datasetloader)):\n batchtensor_A = data[0].to(device)\n batchtensor_B = data[1].to(device)\n future = executor.submit(process_batch, batchtensor_A, batchtensor_B, netG, netD, optimizer_g, optimizer_d, wgan, device, lambda_1, lambda_2)\n futures.append(future)\n\n for future in futures:\n g_loss_log, d_loss_log = future.result()\n g_loss_log_list.append(g_loss_log)\n d_loss_log_list.append(d_loss_log)\n\n d_loss_average_log = np.array(d_loss_log_list).mean()\n g_loss_average_log = np.array(g_loss_log_list).mean()\n\n writer.add_scalar('D_loss_epoch', d_loss_average_log, epoch)\n writer.add_scalar('G_loss_epoch', g_loss_average_log, epoch)\n print('D_loss_epoch',d_loss_average_log)\n print('g_loss_epoch',g_loss_average_log)\n\n writer.close()\n#fastest but due to speed system crash","metadata":{"execution":{"iopub.status.busy":"2024-03-12T07:30:51.650765Z","iopub.execute_input":"2024-03-12T07:30:51.651473Z","iopub.status.idle":"2024-03-12T07:30:51.667388Z","shell.execute_reply.started":"2024-03-12T07:30:51.651443Z","shell.execute_reply":"2024-03-12T07:30:51.666516Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def train():\n accelerator = Accelerator(cpu=False)\n device = accelerator.device\n print(device)\n \n # Define the argparse arguments as variables\n trainA_path = '/kaggle/input/underwater-img/underwater_imagenet/trainA'\n trainB_path = '/kaggle/input/underwater-img/underwater_imagenet/trainB'\n use_wgan = True\n lr = 1e-4\n max_epoch = 350\n bz = 32\n lbda1 = 100\n lbda2 = 1\n num_workers = 4\n checkpoints_root = 'checkpoints'\n log_root = './log'\n\n if __name__ == \"__main__\":\n wgan = use_wgan\n learning_rate = lr\n max_epochs = max_epoch\n batch_size = bz\n lambda_1 = lbda1\n lambda_2 = lbda2\n\n netG = torch.nn.DataParallel(GeneratorNet()).to(device)\n netD = torch.nn.DataParallel(DiscrimiterNet(wgan_loss=wgan)).to(device)\n\n optimizer_g = optim.Adam(netG.parameters(), lr=learning_rate)\n optimizer_d = optim.Adam(netD.parameters(), lr=learning_rate)\n\n dataset = MYDataSet(src_data_path=trainA_path, dst_data_path=trainB_path)\n datasetloader = DataLoader(dataset, batch_size=batch_size, shuffle=False, num_workers=num_workers)\n\n log_root = log_root\n date = datetime.datetime.now().strftime('%F_%T').replace(':', '_')\n log_folder = date\n log_dir = os.path.join(log_root, log_folder)\n if not os.path.exists(log_dir):\n os.makedirs(log_dir)\n writer = SummaryWriter(log_dir=log_dir)\n\n checkpoint_root = checkpoints_root\n checkpoint_folder = date\n checkpoint_dir = os.path.join(checkpoint_root, checkpoint_folder)\n if not os.path.exists(checkpoint_dir):\n os.makedirs(checkpoint_dir)\n\n netG, netD, optimizer_g, optimizer_d, datasetloader = accelerator.prepare(netG, netD, optimizer_g, optimizer_d, datasetloader)\n\n for epoch in range(0, max_epochs):\n print(\"epoch :\",epoch+1)\n d_loss_log_list = []\n g_loss_log_list = []\n for iteration, data in enumerate(tqdm(datasetloader)):\n batchtensor_A = data[0].to(device)\n batchtensor_B = data[1].to(device)\n generated_batchtensor = netG(batchtensor_A)\n\n num_critic = 1 if not wgan else 5\n for i in range(num_critic):\n optimizer_d.zero_grad()\n d_fake = netD(generated_batchtensor.detach())\n d_real = netD(batchtensor_B)\n\n d_loss = torch.mean(d_fake) - torch.mean(d_real)\n if wgan:\n lambda_gp = 10\n epsilon = torch.rand(batchtensor_B.size()[0], 1, 1, 1).to(device)\n x_hat = batchtensor_B * epsilon + (1 - epsilon) * generated_batchtensor\n d_hat = netD(x_hat)\n gradients = torch.autograd.grad(outputs=d_hat, inputs=x_hat, grad_outputs=torch.ones_like(d_hat), create_graph=True, retain_graph=True)[0]\n gradients = gradients.view(gradients.size(0), -1)\n gradient_penalty = lambda_gp * ((gradients.norm(2, dim=1) - 1) ** 2).mean()\n d_loss += gradient_penalty\n\n accelerator.backward(d_loss,retain_graph=True)\n optimizer_d.step()\n d_loss_log = d_loss.item()\n d_loss_log_list.append(d_loss_log)\n\n optimizer_g.zero_grad()\n d_fake = netD(generated_batchtensor)\n\n g_loss = -torch.mean(d_fake)\n l1_loss = torch.mean(torch.abs(generated_batchtensor - batchtensor_B))\n igdl_loss = loss_igdl(batchtensor_B, generated_batchtensor)\n g_loss += lambda_1 * l1_loss + lambda_2 * igdl_loss\n\n accelerator.backward(g_loss)\n optimizer_g.step()\n\n g_loss_log = g_loss.item()\n g_loss_log_list.append(g_loss_log)\n\n writer.add_scalar('G_loss', g_loss_log, (epoch * len(datasetloader) + iteration))\n writer.add_scalar('D_loss', d_loss_log, (epoch * len(datasetloader) + iteration))\n\n d_loss_average_log = np.array(d_loss_log_list).mean()\n g_loss_average_log = np.array(g_loss_log_list).mean()\n\n writer.add_scalar('D_loss_epoch', d_loss_average_log, epoch)\n writer.add_scalar('G_loss_epoch', g_loss_average_log, epoch)\n print('D_loss_epoch',d_loss_average_log)\n print('g_loss_epoch',g_loss_average_log)\n if (epoch + 1) % 50 == 0:\n torch.save({\n 'epoch': epoch,\n 'netG_state_dict': netG.state_dict(),\n 'netD_state_dict': netD.state_dict(),\n 'optimizer_g_state_dict': optimizer_g.state_dict(),\n 'optimizer_d_state_dict': optimizer_d.state_dict(),\n 'g_loss': g_loss_log_list[-1],\n 'd_loss': d_loss_log_list[-1],\n }, f\"checkpoint_epoch_{epoch + 1}.pth\")\n\n writer.close()\n","metadata":{"execution":{"iopub.status.busy":"2024-03-14T06:04:50.902690Z","iopub.execute_input":"2024-03-14T06:04:50.903066Z","iopub.status.idle":"2024-03-14T06:04:50.926425Z","shell.execute_reply.started":"2024-03-14T06:04:50.903036Z","shell.execute_reply":"2024-03-14T06:04:50.925245Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"from accelerate import notebook_launcher\n\nnotebook_launcher(train,num_processes=1)","metadata":{"execution":{"iopub.status.busy":"2024-03-13T06:06:28.861847Z","iopub.execute_input":"2024-03-13T06:06:28.862213Z","iopub.status.idle":"2024-03-13T06:06:52.255980Z","shell.execute_reply.started":"2024-03-13T06:06:28.862184Z","shell.execute_reply":"2024-03-13T06:06:52.254607Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import zipfile\nimport os\nfrom IPython.display import FileLink\n\ndef zip_dir(directory = os.curdir, file_name = 'directory.zip'):\n os.chdir(directory)\n zip_ref = zipfile.ZipFile(file_name, mode='w')\n for folder, _, files in os.walk(directory):\n for file in files:\n if file_name in file:\n pass\n else:\n zip_ref.write(os.path.join(folder, file))\n\n return FileLink(file_name)","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"zip_dir()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"checkpoint_path = \"/kaggle/input/major-models/checkpoint_epoch_350.pth\" # Specify the path to your checkpoint file\ncheckpoint = torch.load(checkpoint_path)","metadata":{"execution":{"iopub.status.busy":"2024-03-13T07:14:12.542690Z","iopub.execute_input":"2024-03-13T07:14:12.543659Z","iopub.status.idle":"2024-03-13T07:14:12.989044Z","shell.execute_reply.started":"2024-03-13T07:14:12.543613Z","shell.execute_reply":"2024-03-13T07:14:12.988166Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"netG = GeneratorNet()\n\n# Load the checkpoint file\ncheckpoint_path = \"/kaggle/input/major-models/checkpoint_epoch_350.pth\" # Update with your checkpoint path\ncheckpoint = torch.load(checkpoint_path)\n\n# Extract only the keys relevant to the model's state_dict\nstate_dict = {}\nfor key, value in checkpoint.items():\n if key.startswith('netG'):\n state_dict[key.replace('netG_', '')] = value\n\n# Load the generator state_dict from the extracted state_dict\nnetG.load_state_dict(state_dict)","metadata":{"execution":{"iopub.status.busy":"2024-03-14T06:05:07.369731Z","iopub.execute_input":"2024-03-14T06:05:07.370115Z","iopub.status.idle":"2024-03-14T06:05:17.361907Z","shell.execute_reply.started":"2024-03-14T06:05:07.370085Z","shell.execute_reply":"2024-03-14T06:05:17.360539Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Assuming GeneratorNet is your model class\nnetG = GeneratorNet()\n\n# Load the checkpoint file\ncheckpoint_path = \"/kaggle/input/major-models/checkpoint_epoch_350.pth\" # Update with your checkpoint path\ncheckpoint = torch.load(checkpoint_path)\n\n# Extract the nested state_dict if present\nif 'state_dict' in checkpoint:\n state_dict = checkpoint['state_dict']\nelse:\n state_dict = checkpoint\n\n# Load the generator state_dict\nnetG.load_state_dict(state_dict)","metadata":{"execution":{"iopub.status.busy":"2024-03-13T07:30:16.021931Z","iopub.execute_input":"2024-03-13T07:30:16.022653Z","iopub.status.idle":"2024-03-13T07:30:17.167063Z","shell.execute_reply.started":"2024-03-13T07:30:16.022619Z","shell.execute_reply":"2024-03-13T07:30:17.165753Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"netG = GeneratorNet()","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:16:12.752125Z","iopub.execute_input":"2024-03-14T08:16:12.752490Z","iopub.status.idle":"2024-03-14T08:16:13.300465Z","shell.execute_reply.started":"2024-03-14T08:16:12.752459Z","shell.execute_reply":"2024-03-14T08:16:13.299469Z"},"trusted":true},"execution_count":15,"outputs":[]},{"cell_type":"code","source":"netG.load_state_dict(torch.load('/kaggle/input/major-models/checkpoint_epoch_350.pth'))","metadata":{"execution":{"iopub.status.busy":"2024-03-14T06:07:51.089784Z","iopub.execute_input":"2024-03-14T06:07:51.090195Z","iopub.status.idle":"2024-03-14T06:07:51.686451Z","shell.execute_reply.started":"2024-03-14T06:07:51.090165Z","shell.execute_reply":"2024-03-14T06:07:51.684963Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"model_path ='/kaggle/input/major-models/checkpoint_epoch_350.pth'\ncheckpoint = torch.load(model_path)","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:15:36.684046Z","iopub.execute_input":"2024-03-14T08:15:36.684757Z","iopub.status.idle":"2024-03-14T08:15:44.908962Z","shell.execute_reply.started":"2024-03-14T08:15:36.684723Z","shell.execute_reply":"2024-03-14T08:15:44.907957Z"},"trusted":true},"execution_count":13,"outputs":[]},{"cell_type":"code","source":"# Assuming 'model' is your model instance\nmodel_dict = netG.state_dict()\nnew_state_dict = {}\nfor k, v in checkpoint['netG_state_dict'].items():\n if k in model_dict:\n new_state_dict[k] = v\n \n \nfor k, v in checkpoint['netG_state_dict'].items():\n name = k[7:] # remove 'module.' prefix\n if name in model_dict:\n new_state_dict[name] = v \n# Load the newly created state dict\n\nnew_model = GeneratorNet().cuda()\nfor name, param in new_model.named_parameters():\n if name in model_dict:\n model_dict[name].copy_(param)\n \n \n \nnew_model.load_state_dict(new_state_dict)\n\n\n","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:16:16.614471Z","iopub.execute_input":"2024-03-14T08:16:16.614807Z","iopub.status.idle":"2024-03-14T08:16:17.249038Z","shell.execute_reply.started":"2024-03-14T08:16:16.614784Z","shell.execute_reply":"2024-03-14T08:16:17.248044Z"},"trusted":true},"execution_count":16,"outputs":[{"execution_count":16,"output_type":"execute_result","data":{"text/plain":""},"metadata":{}}]},{"cell_type":"code","source":"import torch\nimport torch.nn as nn \nimport cv2, os\nimport numpy as np\nfrom tqdm import tqdm_notebook as tqdm\n\n# Directly specify the input and output folders\nimg_folder = '/kaggle/input/underwater-img/underwater_imagenet/test'\ncheckpoint_path = '/kaggle/input/major-models/checkpoint_epoch_300.pth'\noutput_folder = '/kaggle/working/out'\n\nif __name__ == \"__main__\":\n with torch.no_grad():\n pbar = tqdm(os.listdir(img_folder))\n for img_name in os.listdir(img_folder):\n img_path = os.path.join(img_folder, img_name)\n img = cv2.imread(img_path)\n img = cv2.resize(img, (512, 512))\n img_tensor = img2tensor(img)\n output_tensor = new_model.forward(img_tensor)\n output_img = tensor2img(output_tensor)\n if not os.path.exists(output_folder):\n os.makedirs(output_folder)\n save_path = os.path.join(output_folder, img_name)\n cv2.imwrite(save_path, output_img)\n pbar.update(1)\n","metadata":{"execution":{"iopub.status.busy":"2024-03-14T08:16:48.070331Z","iopub.execute_input":"2024-03-14T08:16:48.071189Z","iopub.status.idle":"2024-03-14T08:18:54.791109Z","shell.execute_reply.started":"2024-03-14T08:16:48.071156Z","shell.execute_reply":"2024-03-14T08:18:54.790090Z"},"trusted":true},"execution_count":17,"outputs":[{"name":"stderr","text":"/tmp/ipykernel_35/3575008161.py:14: TqdmDeprecationWarning: This function will be removed in tqdm==5.0.0\nPlease use `tqdm.notebook.tqdm` instead of `tqdm.tqdm_notebook`\n pbar = tqdm(os.listdir(img_folder))\n","output_type":"stream"},{"output_type":"display_data","data":{"text/plain":" 0%| | 0/1813 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"},"metadata":{}}]},{"cell_type":"code","source":"import os\nimport cv2\nimport matplotlib.pyplot as plt\n\n# Path to the directory containing the images\noutput_dir = '/kaggle/input/underwater-img/underwater_imagenet/test'\n\n# Get the list of files in the directory\nfiles = os.listdir(output_dir)\n\n# Display the first five images\nfor file in files[:5]:\n file_path = os.path.join(output_dir, file)\n img = cv2.imread(file_path) # Convert to RGB for displaying with matplotlib\n plt.imshow(img)\n plt.axis('off')\n plt.show()","metadata":{"execution":{"iopub.status.busy":"2024-03-14T06:29:48.334043Z","iopub.execute_input":"2024-03-14T06:29:48.334833Z","iopub.status.idle":"2024-03-14T06:29:49.623040Z","shell.execute_reply.started":"2024-03-14T06:29:48.334802Z","shell.execute_reply":"2024-03-14T06:29:49.622103Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"if __name__ == \"__main__\":\n with torch.no_grad():\n img_path = '/kaggle/input/underwater-img/underwater_imagenet/test/n01496331_13322.jpg'\n img = cv2.imread(img_path)\n img = cv2.resize(img, (512, 512))\n img_tensor = img2tensor(img)\n output_tensor = new_model.forward(img_tensor)\n output_img = tensor2img(output_tensor)\n output_path = '/kaggle/working/output.jpg'\n cv2.imwrite(output_path, output_img)\n","metadata":{"execution":{"iopub.status.busy":"2024-03-14T09:01:32.911091Z","iopub.execute_input":"2024-03-14T09:01:32.911708Z","iopub.status.idle":"2024-03-14T09:01:32.996497Z","shell.execute_reply.started":"2024-03-14T09:01:32.911677Z","shell.execute_reply":"2024-03-14T09:01:32.995504Z"},"trusted":true},"execution_count":23,"outputs":[]}]}