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| author | Marcin Chrzanowski <m@m-chrzan.xyz> | 2021-05-04 16:07:43 +0200 |
|---|---|---|
| committer | Marcin Chrzanowski <m@m-chrzan.xyz> | 2021-05-04 16:07:43 +0200 |
| commit | 742cd10f8b96718d711c785ab9472bc5b7a92c2a (patch) | |
| tree | 91ee96d4c7b85e6525571067c73f78c2672dc29b | |
| parent | 1dd6898f248ab4085e89c3bfd14c8fd6b31d2839 (diff) | |
Add batch norm experiment configs
| -rw-r--r-- | experiments/batch_norm/no.yaml | 38 | ||||
| -rw-r--r-- | experiments/batch_norm/yes.yaml | 38 |
2 files changed, 76 insertions, 0 deletions
diff --git a/experiments/batch_norm/no.yaml b/experiments/batch_norm/no.yaml new file mode 100644 index 0000000..7d6ff42 --- /dev/null +++ b/experiments/batch_norm/no.yaml @@ -0,0 +1,38 @@ +type: classification +lr: 0.01 +batch_size: 100 +batch_norm: false +epochs: 30 +augmentations: + - rotation: 0 +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 diff --git a/experiments/batch_norm/yes.yaml b/experiments/batch_norm/yes.yaml new file mode 100644 index 0000000..68e171f --- /dev/null +++ b/experiments/batch_norm/yes.yaml @@ -0,0 +1,38 @@ +type: classification +lr: 0.01 +batch_size: 100 +batch_norm: true +epochs: 30 +augmentations: + - rotation: 0 +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 |