type: classification
lr: 0.01
batch_size: 100
batch_norm: true
epochs: 16
augmentations:
  - rotation: 0
convolutions:
  - in_channels: 1
    out_channels: 8
    max_pool: true
  - in_channels: 8
    out_channels: 16
  - in_channels: 16
    out_channels: 32
    max_pool: true
  - in_channels: 32
    out_channels: 64
  - in_channels: 64
    out_channels: 128
  - in_channels: 128
    out_channels: 256
    max_pool: true
  - in_channels: 256
    out_channels: 512
linears:
  - in_features: 4608
    out_features: 1024
  - in_features: 1024
    out_features: 512
  - in_features: 512
    out_features: 256
  - in_features: 256
    out_features: 120
  - in_features: 120
    out_features: 84