diff --git a/output/Atraining_plot_model_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png b/output/Atraining_plot_model_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png
index 3c953f406ff844879dffb859278dc7f06ffef635..5f9681d60689f908e190d4e2bb2f573872797a61 100644
Binary files a/output/Atraining_plot_model_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png and b/output/Atraining_plot_model_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png differ
diff --git a/output/best_model.pt b/output/best_model.pt
index 6a999de51d3f014f67d8325a7cdb023fac52de41..9b11be368a33bf85823fdf9fd56de298944968a6 100644
Binary files a/output/best_model.pt and b/output/best_model.pt differ
diff --git a/output/confiance_matrix_Amodel_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png b/output/confiance_matrix_Amodel_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png
index f3c854c2fe6dbd5fa7c307eaa5544596296f5262..cc779354f025dcf29fa720266a084abc9d1c04aa 100644
Binary files a/output/confiance_matrix_Amodel_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png and b/output/confiance_matrix_Amodel_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png differ
diff --git a/output/confusion_matrix_Amodel_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png b/output/confusion_matrix_Amodel_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png
index 748cb2c38257cc1fa87fe6ea79ff1bef94bb2156..782f3894735650f2df9e3e8163d9d50c502bad7c 100644
Binary files a/output/confusion_matrix_Amodel_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png and b/output/confusion_matrix_Amodel_ResNet18_noise_0_lr_0.001_optim_Adam_betas_0.938_0.9928.png differ