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adding models

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  1. logs/global_finetune/1/JSRT_test_predictions.pt +3 -0
  2. logs/global_finetune/1/JSRT_val_predictions.pt +3 -0
  3. logs/global_finetune/1/Montgomery_predictions.pt +3 -0
  4. logs/global_finetune/1/NIH_predictions.pt +3 -0
  5. logs/global_finetune/1/best_model.pt +3 -0
  6. logs/global_finetune/12/JSRT_test_predictions.pt +3 -0
  7. logs/global_finetune/12/JSRT_val_predictions.pt +3 -0
  8. logs/global_finetune/12/Montgomery_predictions.pt +3 -0
  9. logs/global_finetune/12/NIH_predictions.pt +3 -0
  10. logs/global_finetune/12/best_model.pt +3 -0
  11. logs/global_finetune/197/JSRT_test_predictions.pt +3 -0
  12. logs/global_finetune/197/JSRT_val_predictions.pt +3 -0
  13. logs/global_finetune/197/Montgomery_predictions.pt +3 -0
  14. logs/global_finetune/197/NIH_predictions.pt +3 -0
  15. logs/global_finetune/197/best_model.pt +3 -0
  16. logs/global_finetune/24/best_model.pt +3 -0
  17. logs/global_finetune/3/JSRT_test_predictions.pt +3 -0
  18. logs/global_finetune/3/JSRT_val_predictions.pt +3 -0
  19. logs/global_finetune/3/Montgomery_predictions.pt +3 -0
  20. logs/global_finetune/3/NIH_predictions.pt +3 -0
  21. logs/global_finetune/3/best_model.pt +3 -0
  22. logs/global_finetune/49/best_model.pt +3 -0
  23. logs/global_finetune/6/JSRT_test_predictions.pt +3 -0
  24. logs/global_finetune/6/JSRT_val_predictions.pt +3 -0
  25. logs/global_finetune/6/Montgomery_predictions.pt +3 -0
  26. logs/global_finetune/6/NIH_predictions.pt +3 -0
  27. logs/global_finetune/6/best_model.pt +3 -0
  28. logs/global_finetune/98/JSRT_test_predictions.pt +3 -0
  29. logs/global_finetune/98/JSRT_val_predictions.pt +3 -0
  30. logs/global_finetune/98/Montgomery_predictions.pt +3 -0
  31. logs/global_finetune/98/NIH_predictions.pt +3 -0
  32. logs/global_finetune/98/best_model.pt +3 -0
  33. logs/global_finetune/98/config.txt +43 -0
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+ debug: False
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+ mixed_precision: False
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+ resume_path: None
4
+ experiment: global_finetune
5
+ dataset: JSRT
6
+ img_size: 128
7
+ data_dir: /vol/biodata/data/chest_xray/JSRT
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+ num_workers: 4
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+ dim: 64
10
+ dim_mults: (1, 2, 4, 8)
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+ seg_out_dim: 1
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+ img_out_dim: 4
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+ img_inter_dim: 32
14
+ timesteps: 1000
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+ beta_schedule: cosine
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+ objective: pred_noise
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+ tau: 0.1
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+ global_model_path: logs/global_cl/None/20230627_183826/best_model.pt
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+ glob_loc_model_path: None
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+ unfreeze_weights_at_step: 0
21
+ augment_at_finetuning: False
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+ batch_size: 16
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+ lr: 0.0001
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+ weight_decay: 0
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+ max_steps: 1000
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+ p2_loss_weight_gamma: 0.0
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+ p2_loss_weight_k: 1.0
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+ device: cuda
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+ seed: 0
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+ log_freq: 50
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+ val_freq: 50
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+ val_steps: 250
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+ log_dir: /vol/biomedic3/mmr12/projects/TEDM/logs/global_finetune/98/20230628_154833
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+ n_sampled_imgs: 8
35
+ max_val_steps: -1
36
+ saved_diffusion_model: logs/20230127_164150/best_model.pt
37
+ t_steps_to_save: [50, 200, 400, 600, 800]
38
+ n_labelled_images: 98
39
+ shared_weights_over_timesteps: False
40
+ early_stop: False
41
+ normalize: True
42
+ channels: 1
43
+ out_channels: 1