diff options
Diffstat (limited to 'src/training/experiments/embedding_experiment.yml')
| -rw-r--r-- | src/training/experiments/embedding_experiment.yml | 22 |
1 files changed, 14 insertions, 8 deletions
diff --git a/src/training/experiments/embedding_experiment.yml b/src/training/experiments/embedding_experiment.yml index e674c26..1e5f941 100644 --- a/src/training/experiments/embedding_experiment.yml +++ b/src/training/experiments/embedding_experiment.yml @@ -1,8 +1,10 @@ experiment_group: Embedding Experiments experiments: - train_args: - batch_size: 256 - max_epochs: &max_epochs 8 + transformer_model: false + batch_size: &batch_size 256 + max_epochs: &max_epochs 32 + input_shape: [[1, 28, 28]] dataset: type: EmnistDataset args: @@ -14,17 +16,21 @@ experiments: train_args: num_workers: 8 train_fraction: 0.85 + batch_size: *batch_size model: CharacterModel metrics: [] network: - type: ResidualNetwork + type: DenseNet args: + growth_rate: 4 + block_config: [4, 4] in_channels: 1 - num_classes: 64 # Embedding - depths: [2,2] - block_sizes: [32, 64] - activation: selu - stn: false + base_channels: 24 + num_classes: 128 + bn_size: 4 + dropout_rate: 0.1 + classifier: true + activation: elu criterion: type: EmbeddingLoss args: |