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20k_nomscoco_4epochs.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c2b309d7e32eaef93f1350cb0fe616816e9db34d6f07a3a83bbdefcc45f767ee
+size 188006010

config.yaml

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+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