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type: classification
lr: 0.01
batch_size: 100
batch_norm: true
epochs: 30
augmentations:
- rotation: 0
- rotation: 1
vflip: true
- rotation: 1
vflip: true
hflip: true
- rotation: 2
hflip: 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
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