vlbthambawita commited on
Commit
a6371cf
·
verified ·
1 Parent(s): 8ffe8b4

Add best IMN checkpoints for categorical and single-linear models (100Hz & 500Hz).

Browse files
Files changed (48) hide show
  1. categorical_imn_100hz/norm_vs_cd/args.yaml +31 -0
  2. categorical_imn_100hz/norm_vs_cd/best-imn-epoch=18-val_auc=0.9650.ckpt +3 -0
  3. categorical_imn_100hz/norm_vs_cd/metrics.csv +2 -0
  4. categorical_imn_100hz/norm_vs_hyp/args.yaml +31 -0
  5. categorical_imn_100hz/norm_vs_hyp/best-imn-epoch=11-val_auc=0.9276.ckpt +3 -0
  6. categorical_imn_100hz/norm_vs_hyp/metrics.csv +2 -0
  7. categorical_imn_100hz/norm_vs_mi/args.yaml +31 -0
  8. categorical_imn_100hz/norm_vs_mi/best-imn-epoch=24-val_auc=0.9591.ckpt +3 -0
  9. categorical_imn_100hz/norm_vs_mi/metrics.csv +2 -0
  10. categorical_imn_100hz/norm_vs_sttc/args.yaml +31 -0
  11. categorical_imn_100hz/norm_vs_sttc/best-imn-epoch=18-val_auc=0.9748.ckpt +3 -0
  12. categorical_imn_100hz/norm_vs_sttc/metrics.csv +2 -0
  13. categorical_imn_500hz/norm_vs_cd/args.yaml +31 -0
  14. categorical_imn_500hz/norm_vs_cd/best-imn-epoch=21-val_auc=0.9505.ckpt +3 -0
  15. categorical_imn_500hz/norm_vs_cd/metrics.csv +2 -0
  16. categorical_imn_500hz/norm_vs_hyp/args.yaml +31 -0
  17. categorical_imn_500hz/norm_vs_hyp/best-imn-epoch=11-val_auc=0.9030.ckpt +3 -0
  18. categorical_imn_500hz/norm_vs_hyp/metrics.csv +2 -0
  19. categorical_imn_500hz/norm_vs_mi/args.yaml +31 -0
  20. categorical_imn_500hz/norm_vs_mi/best-imn-epoch=18-val_auc=0.9555.ckpt +3 -0
  21. categorical_imn_500hz/norm_vs_mi/metrics.csv +2 -0
  22. categorical_imn_500hz/norm_vs_sttc/args.yaml +31 -0
  23. categorical_imn_500hz/norm_vs_sttc/best-imn-epoch=20-val_auc=0.9589.ckpt +3 -0
  24. categorical_imn_500hz/norm_vs_sttc/metrics.csv +2 -0
  25. single_linear_imn_100hz/norm_vs_cd/args.yaml +32 -0
  26. single_linear_imn_100hz/norm_vs_cd/best-imn-epoch=16-val_auc=0.9697.ckpt +3 -0
  27. single_linear_imn_100hz/norm_vs_cd/metrics.csv +2 -0
  28. single_linear_imn_100hz/norm_vs_hyp/args.yaml +32 -0
  29. single_linear_imn_100hz/norm_vs_hyp/best-imn-epoch=11-val_auc=0.9320.ckpt +3 -0
  30. single_linear_imn_100hz/norm_vs_hyp/metrics.csv +2 -0
  31. single_linear_imn_100hz/norm_vs_mi/args.yaml +32 -0
  32. single_linear_imn_100hz/norm_vs_mi/best-imn-epoch=31-val_auc=0.9631.ckpt +3 -0
  33. single_linear_imn_100hz/norm_vs_mi/metrics.csv +2 -0
  34. single_linear_imn_100hz/norm_vs_sttc/args.yaml +32 -0
  35. single_linear_imn_100hz/norm_vs_sttc/best-imn-epoch=24-val_auc=0.9757.ckpt +3 -0
  36. single_linear_imn_100hz/norm_vs_sttc/metrics.csv +2 -0
  37. single_linear_imn_500hz/norm_vs_cd/args.yaml +32 -0
  38. single_linear_imn_500hz/norm_vs_cd/best-imn-epoch=21-val_auc=0.9494.ckpt +3 -0
  39. single_linear_imn_500hz/norm_vs_cd/metrics.csv +2 -0
  40. single_linear_imn_500hz/norm_vs_hyp/args.yaml +32 -0
  41. single_linear_imn_500hz/norm_vs_hyp/best-imn-epoch=22-val_auc=0.9011.ckpt +3 -0
  42. single_linear_imn_500hz/norm_vs_hyp/metrics.csv +2 -0
  43. single_linear_imn_500hz/norm_vs_mi/args.yaml +32 -0
  44. single_linear_imn_500hz/norm_vs_mi/best-imn-epoch=14-val_auc=0.9507.ckpt +3 -0
  45. single_linear_imn_500hz/norm_vs_mi/metrics.csv +2 -0
  46. single_linear_imn_500hz/norm_vs_sttc/args.yaml +32 -0
  47. single_linear_imn_500hz/norm_vs_sttc/best-imn-epoch=20-val_auc=0.9543.ckpt +3 -0
  48. single_linear_imn_500hz/norm_vs_sttc/metrics.csv +2 -0
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+ accelerator: auto
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+ batch_size: 64
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+ ckpt: null
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+ devices: 1
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+ dropout: 0.2
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+ early_stop_min_delta: 0.0
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+ early_stop_mode: max
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+ early_stop_monitor: val_auc
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+ early_stop_patience: 10
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+ epochs: 100
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+ inference_only: false
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+ lambda_l1: 0.0001
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+ lr: 0.001
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+ n_neg_viz: 10
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+ n_pos_viz: 10
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+ num_workers: 2
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+ out_dir: runs/imn_ecg_transition_net_GM_100Hz
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+ path: /work/vajira/DATA/EXG_PTB_XL/physionet/files/ptb-xl/1_0_1
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+ sampling_rate: 100
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+ scheduler: step
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+ scheduler_params: '{}'
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+ seed: 42
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+ stride: null
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+ task: norm_vs_cd
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+ viz_pdf: viz_norm_vs_cd_imn.pdf
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+ viz_random: true
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+ wandb_name: null
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+ wandb_offline: false
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+ wandb_project: mesormorphic_ecg
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+ weight_decay: 0.0001
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+ window: null
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categorical_imn_100hz/norm_vs_hyp/args.yaml ADDED
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+ batch_size: 64
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+ devices: 1
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+ dropout: 0.2
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+ early_stop_min_delta: 0.0
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+ early_stop_mode: max
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+ early_stop_monitor: val_auc
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+ early_stop_patience: 10
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+ epochs: 100
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+ inference_only: false
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+ lambda_l1: 0.0001
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+ lr: 0.001
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+ n_neg_viz: 10
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+ n_pos_viz: 10
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+ num_workers: 2
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+ out_dir: runs/imn_ecg_transition_net_GM_100Hz
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+ path: /work/vajira/DATA/EXG_PTB_XL/physionet/files/ptb-xl/1_0_1
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+ sampling_rate: 100
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+ scheduler: step
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+ scheduler_params: '{}'
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+ seed: 42
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+ stride: null
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+ task: norm_vs_hyp
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+ viz_pdf: viz_norm_vs_hyp_imn.pdf
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+ viz_random: true
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+ wandb_name: null
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+ wandb_offline: false
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+ wandb_project: mesormorphic_ecg
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+ n_pos_viz: 10
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+ num_workers: 2
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+ out_dir: runs/imn_ecg_transition_net_GM_100Hz
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+ path: /work/vajira/DATA/EXG_PTB_XL/physionet/files/ptb-xl/1_0_1
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+ sampling_rate: 100
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+ scheduler: step
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+ wandb_project: mesormorphic_ecg
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+ out_dir: runs/imn_ecg_transition_net_GM_100Hz
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+ path: /work/vajira/DATA/EXG_PTB_XL/physionet/files/ptb-xl/1_0_1
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