batch_size: 128
bias: false
data_dir: "C:\\Users\\muthu\\GitHub\\DATA \U0001F4C1\\"
dropout_rate: 0.01
learning_rate: 0.0003
momentum: 0.9
num_classes: 10
num_workers: 0
test_transform: !!python/object:torchvision.transforms.transforms.Compose
  transforms:
  - !!python/object:torchvision.transforms.transforms.ToTensor {}
  - !!python/object:torchvision.transforms.transforms.Normalize
    _backward_hooks: !!python/object/apply:collections.OrderedDict
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    _backward_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _buffers: !!python/object/apply:collections.OrderedDict
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    _forward_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks_always_called: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
    - []
    _forward_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _forward_pre_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
    - []
    _is_full_backward_hook: null
    _load_state_dict_post_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _load_state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _modules: !!python/object/apply:collections.OrderedDict
    - []
    _non_persistent_buffers_set: !!set {}
    _parameters: !!python/object/apply:collections.OrderedDict
    - []
    _state_dict_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    inplace: false
    mean: &id001 !!python/tuple
    - 0.1307
    std: &id002 !!python/tuple
    - 0.3081
    training: true
train_transform: !!python/object:torchvision.transforms.transforms.Compose
  transforms:
  - !!python/object:torchvision.transforms.transforms.RandomApply
    _backward_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _backward_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _buffers: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks_always_called: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
    - []
    _forward_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _forward_pre_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
    - []
    _is_full_backward_hook: null
    _load_state_dict_post_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _load_state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _modules: !!python/object/apply:collections.OrderedDict
    - []
    _non_persistent_buffers_set: !!set {}
    _parameters: !!python/object/apply:collections.OrderedDict
    - []
    _state_dict_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    p: 0.1
    training: true
    transforms:
    - !!python/object:torchvision.transforms.transforms.CenterCrop
      _backward_hooks: !!python/object/apply:collections.OrderedDict
      - []
      _backward_pre_hooks: !!python/object/apply:collections.OrderedDict
      - []
      _buffers: !!python/object/apply:collections.OrderedDict
      - []
      _forward_hooks: !!python/object/apply:collections.OrderedDict
      - []
      _forward_hooks_always_called: !!python/object/apply:collections.OrderedDict
      - []
      _forward_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
      - []
      _forward_pre_hooks: !!python/object/apply:collections.OrderedDict
      - []
      _forward_pre_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
      - []
      _is_full_backward_hook: null
      _load_state_dict_post_hooks: !!python/object/apply:collections.OrderedDict
      - []
      _load_state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
      - []
      _modules: !!python/object/apply:collections.OrderedDict
      - []
      _non_persistent_buffers_set: !!set {}
      _parameters: !!python/object/apply:collections.OrderedDict
      - []
      _state_dict_hooks: !!python/object/apply:collections.OrderedDict
      - []
      _state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
      - []
      size: !!python/tuple
      - 22
      - 22
      training: true
  - !!python/object:torchvision.transforms.transforms.RandomAffine
    _backward_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _backward_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _buffers: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks_always_called: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
    - []
    _forward_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _forward_pre_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
    - []
    _is_full_backward_hook: null
    _load_state_dict_post_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _load_state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _modules: !!python/object/apply:collections.OrderedDict
    - []
    _non_persistent_buffers_set: !!set {}
    _parameters: !!python/object/apply:collections.OrderedDict
    - []
    _state_dict_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    center: null
    degrees:
    - -7.0
    - 7.0
    fill: 0
    interpolation: !!python/object/apply:torchvision.transforms.functional.InterpolationMode
    - nearest
    scale: !!python/tuple
    - 0.8
    - 1.2
    shear:
    - -10.0
    - 10.0
    training: true
    translate: !!python/tuple
    - 0.1
    - 0.1
  - !!python/object:torchvision.transforms.transforms.Resize
    _backward_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _backward_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _buffers: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks_always_called: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
    - []
    _forward_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _forward_pre_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
    - []
    _is_full_backward_hook: null
    _load_state_dict_post_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _load_state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _modules: !!python/object/apply:collections.OrderedDict
    - []
    _non_persistent_buffers_set: !!set {}
    _parameters: !!python/object/apply:collections.OrderedDict
    - []
    _state_dict_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    antialias: true
    interpolation: !!python/object/apply:torchvision.transforms.functional.InterpolationMode
    - bilinear
    max_size: null
    size: !!python/tuple
    - 28
    - 28
    training: true
  - !!python/object:torchvision.transforms.transforms.ToTensor {}
  - !!python/object:torchvision.transforms.transforms.Normalize
    _backward_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _backward_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _buffers: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks_always_called: !!python/object/apply:collections.OrderedDict
    - []
    _forward_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
    - []
    _forward_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _forward_pre_hooks_with_kwargs: !!python/object/apply:collections.OrderedDict
    - []
    _is_full_backward_hook: null
    _load_state_dict_post_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _load_state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _modules: !!python/object/apply:collections.OrderedDict
    - []
    _non_persistent_buffers_set: !!set {}
    _parameters: !!python/object/apply:collections.OrderedDict
    - []
    _state_dict_hooks: !!python/object/apply:collections.OrderedDict
    - []
    _state_dict_pre_hooks: !!python/object/apply:collections.OrderedDict
    - []
    inplace: false
    mean: *id001
    std: *id002
    training: true