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#647 Feature/sg 573 Integrate new EMA decay schedules

Merged
Ghost merged 1 commits into Deci-AI:master from deci-ai:feature/SG-573-Integrate-EMA
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  1. # TODO: PRODUCE RESULTS AND ADD TENSORBOARDS, LOGS, TRAINING TIME ETC.
  2. defaults:
  3. - training_hyperparams: imagenet_mobilenetv3_train_params
  4. - dataset_params: imagenet_mobilenetv3_dataset_params
  5. - checkpoint_params: default_checkpoint_params
  6. - _self_
  7. train_dataloader: imagenet_train
  8. val_dataloader: imagenet_val
  9. resume: False
  10. training_hyperparams:
  11. resume: ${resume}
  12. experiment_name: mobileNetv3_large_training
  13. ckpt_root_dir:
  14. multi_gpu: DDP
  15. num_gpus: 2
  16. architecture: mobilenet_v3_large
  17. # THE FOLLOWING PARAMS ARE DIRECTLY USED BY HYDRA
  18. hydra:
  19. run:
  20. # Set the output directory (i.e. where .hydra folder that logs all the input params will be generated)
  21. dir: ${hydra_output_dir:${ckpt_root_dir}, ${experiment_name}}
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