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  1. ckpt_best_0.pth +3 -0
  2. ckpt_best_1.pth +3 -0
  3. ckpt_best_10.pth +3 -0
  4. ckpt_best_11.pth +3 -0
  5. ckpt_best_12.pth +3 -0
  6. ckpt_best_13.pth +3 -0
  7. ckpt_best_14.pth +3 -0
  8. ckpt_best_15.pth +3 -0
  9. ckpt_best_2.pth +3 -0
  10. ckpt_best_3.pth +3 -0
  11. ckpt_best_4.pth +3 -0
  12. ckpt_best_5.pth +3 -0
  13. ckpt_best_6.pth +3 -0
  14. ckpt_best_7.pth +3 -0
  15. ckpt_best_8.pth +3 -0
  16. ckpt_best_9.pth +3 -0
  17. config.yaml +76 -0
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+ SWA: false
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+ backbone_config:
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+ dropout: false
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+ inc: 3
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+ mode: adjust_channel
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+ num_classes: 2
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+ backbone_name: xception
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+ compression: c23
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+ cuda: true
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+ cudnn: true
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+ dataset_json_folder: preprocessing/dataset_json_v3
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+ dataset_meta:
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+ fake:
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+ - path: bitmind/bm-subnet-weekly-RealVisXL_V4.0-256
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+ - path: bitmind/bm-subnet-weekly-mobius-256
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+ - path: bitmind/bm-subnet-weekly-stable-diffusion-xl-base-1.0-256
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+ real:
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+ - path: bitmind/bm-subnet-weekly-real-256
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+ ddp: true
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+ dry_run: false
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+ encoder_feat_dim: 512
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+ frame_num:
23
+ test: 32
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+ train: 32
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+ lmdb: true
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+ lmdb_dir: ./datasets/lmdb
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+ local_rank: 0
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+ log_dir: ./logs/training/ucf_2024-11-03-06-43-02
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+ logdir: ./logs
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+ loss_func:
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+ cls_loss: cross_entropy
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+ con_loss: contrastive_regularization
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+ rec_loss: l1loss
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+ spe_loss: cross_entropy
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+ losstype: null
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+ lr_scheduler: null
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+ manualSeed: 1024
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+ mean: [0.5, 0.5, 0.5]
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+ metric_scoring: auc
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+ mode: train
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+ model_name: ucf
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+ nEpochs: 20
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+ optimizer:
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+ adam:
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+ amsgrad: false
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+ beta1: 0.9
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+ beta2: 0.999
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+ eps: 1.0e-08
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+ lr: 0.0002
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+ weight_decay: 0.0005
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+ sgd:
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+ lr: 0.0002
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+ momentum: 0.9
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+ weight_decay: 0.0005
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+ type: adam
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+ pretrained: ../weights/xception-best.pth
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+ rec_iter: 100
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+ resolution: 256
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+ rgb_dir: ./datasets/rgb
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+ save_avg: true
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+ save_ckpt: true
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+ save_epoch: 1
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+ save_feat: true
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+ specific_task_number: 4
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+ start_epoch: 0
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+ std: [0.5, 0.5, 0.5]
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+ test_batchSize: 32
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+ train_batchSize: 32
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+ train_dataset:
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+ - bitmind/bm-subnet-weekly-real-256
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+ - bitmind/bm-subnet-weekly-RealVisXL_V4.0-256
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+ - bitmind/bm-subnet-weekly-mobius-256
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+ - bitmind/bm-subnet-weekly-stable-diffusion-xl-base-1.0-256
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+ with_landmark: false
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+ with_mask: false
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+ workers: 13