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Deci-AI
/
super-gradients
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#548 Split and rename the modules from super_gradients.common.environment

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Ghost merged 1 commits into Deci-AI:master from deci-ai:hotfix/SG-000-refactor_environment_package
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super-gradients
/
src
/
super_gradients
/
recipes
/
dataset_params
/
cifar10_dataset_params.yaml
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  1. batch_size: 256 # batch size for trainset
    2. 

  2. val_batch_size: 512 # batch size for valset in DatasetInterface
    3. 

  3. 

  4. # TODO: REMOVE ABOVE, HERE FOR COMPATIBILITY UNTIL WE REMOVE DATASET_INTERFACE
    5. 

  5. 

  6. train_dataset_params:
    7. 

  7.   root: ./data/cifar10
    8. 

  8.   train: True
    9. 

  9.   transforms:
    10. 

  10.     - RandomCrop:
    11. 

  11.         size: 32
    12. 

  12.         padding: 4
    13. 

  13.     - RandomHorizontalFlip
    14. 

  14.     - ToTensor
    15. 

  15.     - Normalize:
    16. 

  16.         mean:
    17. 

  17.           - 0.4914
    18. 

  18.           - 0.4822
    19. 

  19.           - 0.4465
    20. 

  20.         std:
    21. 

  21.           - 0.2023
    22. 

  22.           - 0.1994
    23. 

  23.           - 0.2010
    24. 

  24.   target_transform: null
    25. 

  25.   download: True
    26. 

  26. 

  27. train_dataloader_params:
    28. 

  28.   batch_size: 256
    29. 

  29.   num_workers: 8
    30. 

  30.   drop_last: False
    31. 

  31.   pin_memory: True
    32. 

  32. 

  33. val_dataset_params:
    34. 

  34.   root: ./data/cifar10
    35. 

  35.   train: False
    36. 

  36.   transforms:
    37. 

  37.     - ToTensor
    38. 

  38.     - Normalize:
    39. 

  39.         mean:
    40. 

  40.           - 0.4914
    41. 

  41.           - 0.4822
    42. 

  42.           - 0.4465
    43. 

  43.         std:
    44. 

  44.           - 0.2023
    45. 

  45.           - 0.1994
    46. 

  46.           - 0.2010
    47. 

  47.   target_transform: null
    48. 

  48.   download: True
    49. 

  49. 

  50. val_dataloader_params:
    51. 

  51.   batch_size: 512
    52. 

  52.   num_workers: 8
    53. 

  53.   drop_last: False
    54. 

  54.   pin_memory: True
    55.
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