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  1. 20240519-stage1-6k+/checkpoint-30000/optimizer.bin +3 -0
  2. 20240519-stage1-6k+/checkpoint-30000/pytorch_model.bin +3 -0
  3. 20240519-stage1-6k+/checkpoint-30000/random_states_0.pkl +3 -0
  4. 20240519-stage1-6k+/checkpoint-30000/scaler.pt +3 -0
  5. 20240519-stage1-6k+/checkpoint-30000/scheduler.bin +3 -0
  6. 20240519-stage1-6k+/checkpoint-31000/optimizer.bin +3 -0
  7. 20240519-stage1-6k+/checkpoint-31000/pytorch_model.bin +3 -0
  8. 20240519-stage1-6k+/checkpoint-31000/random_states_0.pkl +3 -0
  9. 20240519-stage1-6k+/checkpoint-31000/scaler.pt +3 -0
  10. 20240519-stage1-6k+/checkpoint-31000/scheduler.bin +3 -0
  11. 20240519-stage1-6k+/config.yaml +104 -0
  12. 20240519-stage1-6k+/denoising_unet-26910.pth +3 -0
  13. 20240519-stage1-6k+/denoising_unet-28704.pth +3 -0
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  15. 20240519-stage1-6k+/log/events.out.tfevents.1716081498.b76249829f43.1712106.0 +3 -0
  16. 20240519-stage1-6k+/pose_guider-26910.pth +3 -0
  17. 20240519-stage1-6k+/pose_guider-28704.pth +3 -0
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  19. 20240519-stage1-6k+/reference_unet-26910.pth +3 -0
  20. 20240519-stage1-6k+/reference_unet-28704.pth +3 -0
  21. 20240519-stage1-6k+/reference_unet-30498.pth +3 -0
  22. 20240519-stage1-6k+/validation/031000-anyone-11_A1eEZvfJRUS_frame150.png +3 -0
  23. 20240519-stage1-6k+/validation/031000-anyone-11_A1eEZvfJRUS_frame190.png +3 -0
  24. 20240519-stage1-6k+/validation/031000-anyone-11_A1eEZvfJRUS_frame70.png +3 -0
  25. 20240519-stage1-6k+/validation/031000-anyone-1_A1eEZvfJRUS_frame150.png +3 -0
  26. 20240519-stage1-6k+/validation/031000-anyone-1_A1eEZvfJRUS_frame190.png +3 -0
  27. 20240519-stage1-6k+/validation/031000-anyone-1_A1eEZvfJRUS_frame70.png +3 -0
  28. 20240519-stage1-6k+/validation/031000-anyone-2_A1eEZvfJRUS_frame150.png +3 -0
  29. 20240519-stage1-6k+/validation/031000-anyone-2_A1eEZvfJRUS_frame190.png +3 -0
  30. 20240519-stage1-6k+/validation/031000-anyone-2_A1eEZvfJRUS_frame70.png +3 -0
  31. 20240519-stage1-6k+/validation/031000-anyone-3_A1eEZvfJRUS_frame150.png +3 -0
  32. 20240519-stage1-6k+/validation/031000-anyone-3_A1eEZvfJRUS_frame190.png +3 -0
  33. 20240519-stage1-6k+/validation/031000-anyone-3_A1eEZvfJRUS_frame70.png +3 -0
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+ base_model_path: ./pretrained_weights/sd-image-variations-diffusers
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+ checkpointing_steps: 1000
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+ controlnet_openpose_path: ./pretrained_weights/control_v11p_sd15_openpose/diffusion_pytorch_model.bin
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+ data:
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+ crop_scale:
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+ - 0.8
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+ - 1.2
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+ do_center_crop: false
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+ meta_paths:
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+ - /workspace/develop/video/data/ubc_tiktok-dropout0.03/ubc-meta.json
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+ - /workspace/develop/video/data/tiktok-dance/good-meta.json
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+ - /workspace/develop/video/data/20240321/meta.json
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+ - /workspace/develop/video/data/20240327/meta.json
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+ - /workspace/develop/video/data/20240509/meta-humanart.json
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+ ref_augment:
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+ downsample:
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+ min_scale_logit: -1.2
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+ p: 0.3
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+ pan:
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+ - 0.04
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+ - 0.02
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+ rotate: 8
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+ scale:
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+ - 0.9
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+ - 1.2
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+ sample_margin: 30
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+ train_bs: 4
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+ train_height: 1152
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+ train_width: 768
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+ enable_zero_snr: true
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+ exp_name: stage1-6k+
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+ freeze_denoise: false
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+ freeze_reference: false
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+ image_encoder_path: ./pretrained_weights/sd-image-variations-diffusers/image_encoder
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+ noise_offset: 0.05
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+ noise_scheduler_kwargs:
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+ beta_end: 0.012
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+ beta_schedule: scaled_linear
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+ beta_start: 0.00085
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+ clip_sample: false
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+ num_train_timesteps: 1000
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+ steps_offset: 1
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+ openpose_guider:
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+ enable: false
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+ output_dir: /workspace/camus/train
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+ pose_guider_pretrain: true
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+ resume_from_checkpoint: ''
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+ save_model_epoch_interval: 1
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+ seed: 12580
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+ snr_gamma: 5.0
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+ solver:
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+ adam_beta1: 0.9
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+ adam_beta2: 0.999
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+ adam_epsilon: 1.0e-08
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+ adam_weight_decay: 0.01
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+ enable_xformers_memory_efficient_attention: true
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+ gradient_accumulation_steps: 1
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+ gradient_checkpointing: false
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+ learning_rate: 1.0e-05
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+ lr_scheduler: constant
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+ lr_warmup_steps: 1
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+ max_grad_norm: 1.0
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+ max_train_steps: 100000
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+ mixed_precision: fp16
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+ scale_lr: false
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+ use_8bit_adam: false
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+ uncond_ratio: 0.1
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+ vae_model_path: ./pretrained_weights/sd-vae-ft-mse
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+ val:
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+ validation_steps: 1000
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+ validation:
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+ metric:
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+ batch_size: 4
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+ generated_frames:
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+ - 16
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+ - 98
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+ guidance_scale: 1.9
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+ ref_frame: 28
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+ seed: 42
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+ size:
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+ - 640
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+ - 960
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+ steps: 20
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+ videos:
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+ - configs/inference/metric/91HzMhq7eOS.mp4
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+ - configs/inference/metric/A1T-Ea-FlQS.mp4
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+ - configs/inference/metric/A1ubDo0PbQS.mp4
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+ - configs/inference/metric/A1YNmKj0sCS.mp4
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+ pose_image_paths:
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+ - configs/inference/pose_images/A1eEZvfJRUS/frame70.png
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+ - configs/inference/pose_images/A1eEZvfJRUS/frame150.png
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+ - configs/inference/pose_images/A1eEZvfJRUS/frame190.png
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+ ref_image_paths:
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+ - configs/inference/ref_images/anyone-1.png
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+ - configs/inference/ref_images/anyone-2.png
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+ - configs/inference/ref_images/anyone-3.png
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+ - configs/inference/ref_images/anyone-11.png
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+ weight_dtype: fp16
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