Namespace(config='config/slowfast.yaml', data_path='../../datasets/ForgeryNet/faces', deepfake_methods=None, extractor_model=0, extractor_unfreeze_blocks=-1, extractor_weights='ImageNet', freeze_backbone=False, gpu_id=-1, logger_name='runs/train/slowfast', max_videos=-1, model=2, models_output_path='outputs/models/slowfast', num_epochs=30, patience=5, random_state=42, restore_epoch=False, resume='', train_list_file='../../datasets/ForgeryNet/faces/train_and_val.csv', validation_list_file='../../datasets/ForgeryNet/faces/test.csv', video_path='../../datasets/ForgeryNet/videos', workers=10)
Loaded pretrained weights for efficientnet-b0
Train videos: 163909 Validation videos: 14495
__TRAINING STATS__
Counter({1: 90211, 0: 73698})
Weights 0.8169513695669043
__VALIDATION STATS__
Counter({1: 8147, 0: 6348})
___________________
No checkpoint loaded for the model.

Loss:  0.59 Accuracy:  0.75 Train 0s:  4 Train 1s: 4 Expected Time: 09:05:27.583136