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cifar10_resnet_train_params.yaml 748 B

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  1. defaults:
  2. - default_train_params
  3. max_epochs: 250
  4. lr_updates: [100, 150, 200]
  5. lr_decay_factor: 0.1
  6. lr_mode: step
  7. lr_warmup_epochs: 0
  8. initial_lr: 0.1
  9. loss: cross_entropy
  10. optimizer: SGD
  11. criterion_params: {}
  12. optimizer_params:
  13. weight_decay: 1e-4
  14. momentum: 0.9
  15. loss_logging_items_names: [Loss]
  16. metric_to_watch: Accuracy
  17. greater_metric_to_watch_is_better: True
  18. train_metrics_list: # metrics for evaluation
  19. - _target_: super_gradients.training.metrics.Accuracy
  20. - _target_: super_gradients.training.metrics.Top5
  21. valid_metrics_list: # metrics for evaluation
  22. - _target_: super_gradients.training.metrics.Accuracy
  23. - _target_: super_gradients.training.metrics.Top5
  24. _convert_: all
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