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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
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