diff --git a/config/config.py b/config/config.py index 8559a3585aaf49ed93e586a755309a4291052c7e..bad9ecbb069ec9c572c7594f4be0f9a3aec353b1 100644 --- a/config/config.py +++ b/config/config.py @@ -4,16 +4,15 @@ import argparse def load_args(): parser = argparse.ArgumentParser() - parser.add_argument('--epochs', type=int, default=100) + parser.add_argument('--epoches', type=int, default=100) parser.add_argument('--save_inter', type=int, default=50) parser.add_argument('--eval_inter', type=int, default=1) parser.add_argument('--lr', type=float, default=0.001) - parser.add_argument('--batch_size', type=int, default=2048) - parser.add_argument('--model', type=str, default='prosit_transformer') - parser.add_argument('--wandb', type=str, default=None) - parser.add_argument('--dataset_dir', type=str, default='data/processed_data/npy_image/data_training') + parser.add_argument('--batch_size', type=int, default=64) + parser.add_argument('--dataset_dir', type=str, default='data/processed_data/png_image/data_training') parser.add_argument('--output', type=str, default='output/out.csv') - parser.add_argument('--norm_first', action=argparse.BooleanOptionalAction) + parser.add_argument('--save_path', type=str, default='output/best_model.pt') + parser.add_argument('--pretrain_path', type=str, default=None) args = parser.parse_args() return args diff --git a/data/processed_data/png_image/data_other/Citrobacter braakii/CITBRA5_AER.png b/data/processed_data/png_image/data_other/Citrobacter braakii/CITBRA5_AER.png new file mode 100644 index 0000000000000000000000000000000000000000..9095a95cf2d4be2781ba617f0e5c384a26606bda Binary files /dev/null and b/data/processed_data/png_image/data_other/Citrobacter braakii/CITBRA5_AER.png differ diff --git a/data/processed_data/png_image/data_other/Citrobacter braakii/CITBRA5_ANA.png b/data/processed_data/png_image/data_other/Citrobacter braakii/CITBRA5_ANA.png new file mode 100644 index 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+27,14 @@ class Random_shift_rt(): def load_data(base_dir, batch_size, shuffle=True, transform=None): - if transform is not None : + if transform is None : transform = transforms.Compose( - [transforms.ToTensor(), + [transforms.Grayscale(num_output_channels=1), + transforms.ToTensor(), transforms.Resize((224,224)), Log_normalisation(), transforms.Normalize(0.5, 0.5)]) + print('default transform') dataset = torchvision.datasets.ImageFolder(root=base_dir, transform=transform) generator1 = torch.Generator().manual_seed(42) data_train, data_test = random_split(dataset, [0.8, 0.2], generator=generator1) diff --git a/main.py b/main.py index 9c300061d4c3bea00ed1b7734324b9ad446b2d9a..f38d050666ec339dc6067d20137d3aaaff2be349 100644 --- a/main.py +++ b/main.py @@ -1,3 +1,5 @@ +import matplotlib.pyplot as plt + from config.config import load_args from dataset.dataset import load_data import torch @@ -8,7 +10,7 @@ import torch.optim as optim -def train(model, data_train, optimizer, loss_function): +def train(model, data_train, optimizer, loss_function, epoch): model.train() losses = 0. acc = 0. @@ -16,55 +18,71 @@ def train(model, data_train, optimizer, loss_function): param.requires_grad = True for im, label in data_train: - label = label.float() + label = label.long() if torch.cuda.is_available(): im, label = im.cuda(), label.cuda() pred_logits = model.forward(im) pred_class = torch.argmax(pred_logits,dim=1) - acc += pred_class==label.float().sum() + acc += (pred_class==label).sum().item() loss = loss_function(pred_logits,label) losses += loss.item() optimizer.zero_grad() loss.backward() optimizer.step() - losses = losses/data_train.size() - acc = acc/data_train.size() - print('loss : ',losses,' acc : ',acc) + losses = losses/len(data_train.dataset) + acc = acc/len(data_train.dataset) + print('Train epoch ',epoch, 'loss : ',losses,' acc : ',acc) + return losses, acc -def test(model, data_train, loss_function): - model.test() +def test(model, data_test, loss_function, epoch): + model.eval() losses = 0. acc = 0. for param in model.parameters(): param.requires_grad = False - for im, label in data_train: - label = label.float() + for im, label in data_test: + label = label.long() if torch.cuda.is_available(): im, label = im.cuda(), label.cuda() pred_logits = model.forward(im) pred_class = torch.argmax(pred_logits,dim=1) - acc += pred_class==label.float().sum() + acc += (pred_class==label).sum().item() loss = loss_function(pred_logits,label) losses += loss.item() - losses = losses/data_train.size() - acc = acc/data_train.size() - print('loss : ',losses,' acc : ',acc) + losses = losses/len(data_test.dataset) + acc = acc/len(data_test.dataset) + print('Test epoch ',epoch,'loss : ',losses,' acc : ',acc) + return losses,acc def run(args): - model = Classification_model + model = Classification_model(n_class=9) + best_acc = 0 + train_acc=[] + train_loss=[] + val_acc=[] + val_loss=[] if args.pretrain_path is not None : load_model(model,args.pretrain_path) data_train, data_test = load_data(base_dir=args.dataset_dir, batch_size=args.batch_size) loss_function = nn.CrossEntropyLoss() optimizer = optim.SGD(model.parameters(), lr=0.001, momentum=0.9) - for e in range(args.epoch): - train(model,data_train,optimizer,loss_function) - + for e in range(args.epoches): + loss, acc = train(model,data_train,optimizer,loss_function,e) + train_loss.append(loss) + train_acc.append(acc) if e%args.eval_inter==0 : - test(model,data_test,loss_function) - save_model(model,args.save_path) + loss, acc = test(model,data_test,loss_function,e) + val_loss.append(loss) + val_acc.append(acc) + if acc > best_acc : + save_model(model,args.save_path) + best_acc = acc + plt.plot(train_acc) + plt.plot(val_acc) + plt.plot(train_acc) + plt.plot(train_acc) def save_model(model, path): torch.save(model.state_dict(), path) diff --git a/models/model.py b/models/model.py index 78f0771ec5a21d3217ea969c6ec0b8fd533b4102..f520cf2990f9c123f69bb976da47e1ffeb2f97d0 100644 --- a/models/model.py +++ b/models/model.py @@ -123,7 +123,7 @@ class ResNet(nn.Module): "or a 3-element tuple, got {}".format(replace_stride_with_dilation)) self.groups = groups self.base_width = width_per_group - self.conv1 = nn.Conv2d(3, self.inplanes, kernel_size=7, stride=2, padding=3, + self.conv1 = nn.Conv2d(1, self.inplanes, kernel_size=7, stride=2, padding=3, bias=False) self.bn1 = norm_layer(self.inplanes) self.relu = nn.ReLU(inplace=True) @@ -218,7 +218,7 @@ def resnet18(num_classes=1000,**kwargs): -def resnet34(,num_classes=1000, **kwargs): +def resnet34(num_classes=1000, **kwargs): r"""ResNet-34 model from `"Deep Residual Learning for Image Recognition" <https://arxiv.org/pdf/1512.03385.pdf>`_ @@ -229,7 +229,7 @@ def resnet34(,num_classes=1000, **kwargs): -def resnet50(,num_classes=1000,**kwargs): +def resnet50(num_classes=1000,**kwargs): r"""ResNet-50 model from `"Deep Residual Learning for Image Recognition" <https://arxiv.org/pdf/1512.03385.pdf>`_ @@ -262,7 +262,8 @@ def resnet152(num_classes=1000,**kwargs): class Classification_model(nn.Module): - def __init__(self,n_class): + def __init__(self, n_class, *args, **kwargs): + super().__init__(*args, **kwargs) self.n_class = n_class self.im_encoder = resnet18(num_classes=self.n_class)