From 7dad54062679a004316b51e4ab2990ee882e604a Mon Sep 17 00:00:00 2001 From: lcalmettes <leo.calmettes@etu.ec-lyon.fr> Date: Wed, 16 Apr 2025 15:48:59 +0200 Subject: [PATCH] =?UTF-8?q?=09modifi=C3=A9=C2=A0:=20=20=20=20=20=20=20=20?= =?UTF-8?q?=20config/config.py=20=09modifi=C3=A9=C2=A0:=20=20=20=20=20=20?= =?UTF-8?q?=20=20=20dataset/dataset.py=20=09modifi=C3=A9=C2=A0:=20=20=20?= =?UTF-8?q?=20=20=20=20=20=20main.py=20=09modifi=C3=A9=C2=A0:=20=20=20=20?= =?UTF-8?q?=20=20=20=20=20models/model.py?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- config/config.py | 15 ++-- dataset/dataset.py | 22 +++--- main.py | 64 +++++++++++++----- models/model.py | 8 ++- ...ix_noise_0_lr_0.001_model_ResNet18_duo.png | Bin 37516 -> 78545 bytes ...noise_1000_lr_0.001_model_ResNet18_duo.png | Bin 37576 -> 79128 bytes ..._noise_100_lr_0.001_model_ResNet18_duo.png | Bin 37622 -> 78710 bytes ...ot_noise_0_lr_0.001_model_ResNet18_duo.png | Bin 18810 -> 20329 bytes ...noise_1000_lr_0.001_model_ResNet18_duo.png | Bin 19828 -> 21114 bytes ..._noise_100_lr_0.001_model_ResNet18_duo.png | Bin 21769 -> 20621 bytes 10 files changed, 76 insertions(+), 33 deletions(-) diff --git a/config/config.py b/config/config.py index fca846d..73f7754 100644 --- a/config/config.py +++ b/config/config.py @@ -1,18 +1,23 @@ import argparse +import torch def load_args(): parser = argparse.ArgumentParser() - parser.add_argument('--epoches', type=int, default=3) - parser.add_argument('--save_inter', type=int, default=50) + parser.add_argument('--epoches', type=int, default=20) parser.add_argument('--eval_inter', type=int, default=1) - parser.add_argument('--noise_threshold', type=int, default=0) + parser.add_argument('--noise_threshold', type=int, default=1000) parser.add_argument('--lr', type=float, default=0.001) - parser.add_argument('--batch_size', type=int, default=64) + parser.add_argument('--optim', type = str, default = "Adam") + parser.add_argument('--momentum', type=float, default=0.9) + parser.add_argument('--classes_names', type=list, default = ["Citrobacter freundii","Citrobacter koseri","Enterobacter asburiae","Enterobacter cloacae","Enterobacter hormaechei","Escherichia coli","Klebsiella aerogenes","Klebsiella michiganensis","Klebsiella oxytoca","Klebsiella pneumoniae","Klebsiella quasipneumoniae","Proteus mirabilis","Salmonella enterica"]) + parser.add_argument('--classes_numbers', type=list, default = [51,12,9,10,86,231,20,13,24,96,11,39,11]) + parser.add_argument('--weighted_entropy', type=bool, default = True) + parser.add_argument('--batch_size', type=int, default=128) parser.add_argument('--model', type=str, default='ResNet18') parser.add_argument('--model_type', type=str, default='duo') - parser.add_argument('--dataset_dir', type=str, default='data/processed_data/npy_image/data_training') + parser.add_argument('--dataset_dir', type=str, default='data/fused_data/species_training') parser.add_argument('--output', type=str, default='output/out.csv') parser.add_argument('--save_path', type=str, default='output/best_model.pt') parser.add_argument('--pretrain_path', type=str, default=None) diff --git a/dataset/dataset.py b/dataset/dataset.py index 054b697..e7e526e 100644 --- a/dataset/dataset.py +++ b/dataset/dataset.py @@ -54,7 +54,6 @@ def load_data(base_dir, batch_size, shuffle=True, noise_threshold=0): print('Default val transform') train_dataset = torchvision.datasets.ImageFolder(root=base_dir, transform=train_transform) val_dataset = torchvision.datasets.ImageFolder(root=base_dir, transform=val_transform) - train_dataset, _ = train_test_split(train_dataset, test_size=None, train_size=None, random_state=42, shuffle=True, stratify=True) _, val_dataset = train_test_split(val_dataset, test_size=None, train_size=None, random_state=42, shuffle=True, @@ -178,34 +177,37 @@ class ImageFolderDuo(data.Dataset): imgANA = self.transform(imgANA) if self.target_transform is not None: target = self.target_transform(target) - return imgAER, imgANA, target def __len__(self): return len(self.imlist) -def load_data_duo(base_dir, batch_size, shuffle=True, noise_threshold=0): +def load_data_duo(base_dir, batch_size, args, shuffle=True): train_transform = transforms.Compose( [transforms.Resize((224, 224)), - Threshold_noise(noise_threshold), + Threshold_noise(args.noise_threshold), Log_normalisation(), transforms.Normalize(0.5, 0.5)]) print('Default train transform') val_transform = transforms.Compose( [transforms.Resize((224, 224)), - Threshold_noise(noise_threshold), + Threshold_noise(args.noise_threshold), Log_normalisation(), transforms.Normalize(0.5, 0.5)]) print('Default val transform') train_dataset = ImageFolderDuo(root=base_dir, transform=train_transform) val_dataset = ImageFolderDuo(root=base_dir, transform=val_transform) - generator1 = torch.Generator().manual_seed(42) - indices = torch.randperm(len(train_dataset), generator=generator1) - val_size = len(train_dataset) // 5 - train_dataset = torch.utils.data.Subset(train_dataset, indices[:-val_size]) - val_dataset = torch.utils.data.Subset(val_dataset, indices[-val_size:]) + repart_weights = [args.classes_names[i] for i in range(len(args.classes_names)) for k in range(args.classes_numbers[i])] + iTrain,iVal = train_test_split(range(len(train_dataset)),test_size = 0.2, shuffle = shuffle, stratify = repart_weights, random_state=42) + train_dataset = torch.utils.data.Subset(train_dataset, iTrain) + val_dataset = torch.utils.data.Subset(val_dataset, iVal) + # generator1 = torch.Generator().manual_seed(42) + # indices = torch.randperm(len(train_dataset), generator=generator1) + # val_size = len(train_dataset) // 5 + # train_dataset = torch.utils.data.Subset(train_dataset, indices[:-val_size]) + # val_dataset = torch.utils.data.Subset(val_dataset, indices[-val_size:]) data_loader_train = data.DataLoader( dataset=train_dataset, diff --git a/main.py b/main.py index d9d63da..b89b351 100644 --- a/main.py +++ b/main.py @@ -1,6 +1,5 @@ import matplotlib.pyplot as plt import numpy as np - from config.config import load_args from dataset.dataset import load_data, load_data_duo import torch @@ -18,6 +17,7 @@ def train(model, data_train, optimizer, loss_function, epoch): model.train() losses = 0. acc = 0. + for param in model.parameters(): param.requires_grad = True @@ -133,7 +133,12 @@ def make_prediction(model, data, f_name): sn.heatmap(df_cm, annot=cf_matrix) plt.savefig(f_name) - +def memPrint(balise = ""): + print("balise ",balise) + print("mémoire allouée : ",torch.cuda.memory_allocated()) + print("mémoire réservée : ",torch.cuda.memory_reserved(),"\n") + + def train_duo(model, data_train, optimizer, loss_function, epoch): model.train() losses = 0. @@ -143,6 +148,8 @@ def train_duo(model, data_train, optimizer, loss_function, epoch): for imaer,imana, label in data_train: label = label.long() + imaer = imaer.float() + imana = imana.float() if torch.cuda.is_available(): imaer = imaer.cuda() imana = imana.cuda() @@ -169,6 +176,9 @@ def test_duo(model, data_test, loss_function, epoch): for imaer,imana, label in data_test: label = label.long() + + imaer = imaer.float() + imana = imana.float() if torch.cuda.is_available(): imaer = imaer.cuda() imana = imana.cuda() @@ -185,44 +195,62 @@ def test_duo(model, data_test, loss_function, epoch): def run_duo(args): #load data - data_train, data_test = load_data_duo(base_dir=args.dataset_dir, batch_size=args.batch_size) + memPrint(1) + data_train, data_test = load_data_duo(base_dir=args.dataset_dir, batch_size=args.batch_size,args=args) #load model + memPrint(2) model = Classification_model_duo(model = args.model, n_class=len(data_train.dataset.dataset.classes)) - model.double() + memPrint(3) + #model = model.double() + memPrint(4) #load weight if args.pretrain_path is not None : load_model(model,args.pretrain_path) + memPrint(5) #move parameters to GPU if torch.cuda.is_available(): model = model.cuda() - + + memPrint(6) #init accumulators - best_acc = 0 + best_loss = 1 train_acc=[] train_loss=[] val_acc=[] val_loss=[] #init training - loss_function = nn.CrossEntropyLoss() - optimizer = optim.SGD(model.parameters(), lr=0.001, momentum=0.9) + if args.weighted_entropy: + loss_weights = torch.tensor([1/n for n in args.classes_numbers]) + if torch.cuda.is_available(): + loss_weights = loss_weights.cuda() + loss_function = nn.CrossEntropyLoss(loss_weights) + else: + loss_function = nn.CrossEntropyLoss() + val_loss_function = nn.CrossEntropyLoss() + if args.optim == "SGD": + optimizer = optim.SGD(model.parameters(), lr=args.lr, momentum=args.momentum) + elif args.optim == "Adam": + optimizer = optim.Adam(model.parameters(), lr=args.lr) + else: + raise Exception("Unusual args.optim") #train model for e in range(args.epoches): loss, acc = train_duo(model,data_train,optimizer,loss_function,e) train_loss.append(loss) train_acc.append(acc) if e%args.eval_inter==0 : - loss, acc = test_duo(model,data_test,loss_function,e) + loss, acc = test_duo(model,data_test,val_loss_function,e) val_loss.append(loss) val_acc.append(acc) - if acc > best_acc : + if loss < best_loss : save_model(model,args.save_path) - best_acc = acc + best_loss = loss # plot and save training figs - plt.plot(train_acc) - plt.plot(val_acc) - plt.plot(train_acc) - plt.plot(train_acc) - plt.ylim(0, 1.05) + plt.plot(train_loss) + plt.plot(val_loss) + plt.plot(train_loss) + plt.plot(train_loss) + plt.ylim(0, 0.025) plt.show() plt.savefig('output/training_plot_noise_{}_lr_{}_model_{}_{}.png'.format(args.noise_threshold,args.lr,args.model,args.model_type)) @@ -237,12 +265,14 @@ def make_prediction_duo(model, data, f_name): # iterate over test data for imaer,imana, label in data: label = label.long() + imaer = imaer.float() + imana = imana.float() if torch.cuda.is_available(): imaer = imaer.cuda() imana = imana.cuda() label = label.cuda() output = model(imaer,imana) - + output = (torch.max(torch.exp(output), 1)[1]).data.cpu().numpy() y_pred.extend(output) diff --git a/models/model.py b/models/model.py index b59076c..f8f0bf6 100644 --- a/models/model.py +++ b/models/model.py @@ -292,11 +292,17 @@ class Classification_model_duo(nn.Module): self.n_class = n_class if model =='ResNet18': self.im_encoder = resnet18(num_classes=self.n_class, in_channels=1) + elif model =='ResNet34': + self.im_encoder = resnet34(num_classes=self.n_class, in_channels=1) + elif model =='ResNet50': + self.im_encoder = resnet50(num_classes=self.n_class, in_channels=1) + else: + raise Exception("unusual args.model") self.predictor = nn.Linear(in_features=self.n_class*2,out_features=self.n_class) - def forward(self, input_aer, input_ana, input_ref): + def forward(self, input_aer, input_ana): out_aer = self.im_encoder(input_aer) out_ana = self.im_encoder(input_ana) out = torch.concat([out_aer,out_ana],dim=1) diff --git a/output/confusion_matrix_noise_0_lr_0.001_model_ResNet18_duo.png 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