Register
Login
Resources
Docs Blog Datasets Glossary Case Studies Tutorials & Webinars
Product
Data Engine LLMs Platform Enterprise
Pricing Explore
Connect to our Discord channel

#396 Trainer constructor cleanup

Merged
Ghost merged 1 commits into Deci-AI:master from deci-ai:feature/SG-266_clean_trainer_ctor
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
  1. defaults:
  2. - default_train_params
  3. max_epochs: 450
  4. lr_mode: step
  5. step_lr_update_freq: 2.4
  6. initial_lr: 0.016
  7. lr_warmup_epochs: 3
  8. warmup_initial_lr: 1e-6
  9. lr_decay_factor: 0.97
  10. optimizer: RMSpropTF
  11. optimizer_params:
  12. momentum: 0.9
  13. weight_decay: 1e-5
  14. eps: 0.001
  15. ema: True
  16. ema_params:
  17. exp_activation: False
  18. decay: 0.9999
  19. loss: cross_entropy
  20. criterion_params:
  21. smooth_eps: 0.1
  22. metric_to_watch: Accuracy
  23. greater_metric_to_watch_is_better: True
  24. save_ckpt_epoch_list: [50, 100, 150, 200]
  25. average_best_models: True
  26. mixed_precision: True
  27. zero_weight_decay_on_bias_and_bn: True
  28. train_metrics_list: # metrics for evaluation
  29. - Accuracy
  30. - Top5
  31. valid_metrics_list: # metrics for evaluation
  32. - Accuracy
  33. - Top5
  34. _convert_: all
Discard
Tip!

Press p or to see the previous file or, n or to see the next file