| SWA: false | |
| backbone_config: | |
| dropout: false | |
| inc: 3 | |
| mode: adjust_channel | |
| num_classes: 2 | |
| backbone_name: xception | |
| compression: c23 | |
| cuda: true | |
| cudnn: true | |
| dataset_json_folder: preprocessing/dataset_json_v3 | |
| dataset_meta: | |
| fake: | |
| - path: bitmind/bm-subnet-realvis-256 | |
| - path: bitmind/bm-subnet-mobius-256 | |
| - path: bitmind/bm-subnet-sdxl-256 | |
| - path: bitmind/celeb-a-hq___stable-diffusion-xl-base-1.0 | |
| - path: bitmind/ffhq-256___stable-diffusion-xl-base-1.0 | |
| real: | |
| - path: bitmind/bm-real | |
| - path: bitmind/celeb-a-hq | |
| - path: bitmind/ffhq-256 | |
| ddp: false | |
| dry_run: false | |
| encoder_feat_dim: 512 | |
| frame_num: | |
| test: 32 | |
| train: 32 | |
| gpu_id: 0 | |
| lmdb: true | |
| lmdb_dir: ./datasets/lmdb | |
| log_dir: ./logs/training/ucf_2024-10-25-08-23-32 | |
| logdir: ./logs | |
| loss_func: | |
| cls_loss: cross_entropy | |
| con_loss: contrastive_regularization | |
| rec_loss: l1loss | |
| spe_loss: cross_entropy | |
| losstype: null | |
| lr_scheduler: null | |
| manualSeed: 1024 | |
| mean: [0.5, 0.5, 0.5] | |
| metric_scoring: auc | |
| mode: train | |
| model_name: ucf | |
| nEpochs: 10 | |
| optimizer: | |
| adam: | |
| amsgrad: false | |
| beta1: 0.9 | |
| beta2: 0.999 | |
| eps: 1.0e-08 | |
| lr: 0.0002 | |
| weight_decay: 0.0005 | |
| sgd: | |
| lr: 0.0002 | |
| momentum: 0.9 | |
| weight_decay: 0.0005 | |
| type: adam | |
| pretrained: ../weights/xception-best.pth | |
| rec_iter: 100 | |
| resolution: 256 | |
| rgb_dir: ./datasets/rgb | |
| save_avg: true | |
| save_ckpt: true | |
| save_epoch: 1 | |
| save_feat: true | |
| specific_task_number: 5 | |
| start_epoch: 0 | |
| std: [0.5, 0.5, 0.5] | |
| test_batchSize: 32 | |
| train_batchSize: 32 | |
| train_dataset: | |
| - bitmind/bm-real | |
| - bitmind/celeb-a-hq | |
| - bitmind/ffhq-256 | |
| - bitmind/bm-subnet-realvis-256 | |
| - bitmind/bm-subnet-mobius-256 | |
| - bitmind/bm-subnet-sdxl-256 | |
| - bitmind/celeb-a-hq___stable-diffusion-xl-base-1.0 | |
| - bitmind/ffhq-256___stable-diffusion-xl-base-1.0 | |
| with_landmark: false | |
| with_mask: false | |
| workers: 7 | |