type: classification lr: 0.01 batch_size: 100 batch_norm: true epochs: 30 augmentations: - rotation: 0 - rotation: 1 vflip: true convolutions: - in_channels: 1 out_channels: 8 size: 11 padding: 5 - in_channels: 8 out_channels: 16 - in_channels: 16 out_channels: 16 - in_channels: 16 out_channels: 16 max_pool: true - in_channels: 16 out_channels: 32 max_pool: true - in_channels: 32 out_channels: 64 max_pool: true - in_channels: 64 out_channels: 128 - in_channels: 128 out_channels: 256 linears: - in_features: 2304 out_features: 1024 - in_features: 1024 out_features: 512 - in_features: 512 out_features: 150 - in_features: 150 out_features: 150