| training: |
| num_epochs: 100 |
| batch_size: 16 |
| adaptive_dataloader: false |
| n_workers: 8 |
| optimizer: |
| name: adamw |
| lr: 0.001 |
| weight_decay: 0 |
| encoder: |
| weight_decay: 1.0e-06 |
| log: |
| milestone: 1 |
| save: |
| every: 1 |
| best: true |
| train: |
| reconstruction: |
| every: 1 |
| images: |
| every: 1 |
| how_many: 20 |
| val: |
| reconstruction: |
| every: 1 |
| error_rate: |
| every: 1 |
| last: true |
| kargs: |
| dataloader_batch_size: 4 |
| device: 0 |
| seed: 97312 |
| flush_mem: true |
| flush_per: 1 |
| model: |
| encoder: |
| H: 64 |
| C: 3 |
| name: resnet32 |
| pooling_on_width: 4 |
| background: |
| size: |
| - ${eval:${model.encoder.H}//2} |
| - ${model.encoder.H} |
| use_clamp: soft |
| init: |
| freeze: true |
| constant: |
| - 0.7411764705882353 |
| - 0.5568627450980392 |
| - 0.3764705882352941 |
| sprites: |
| 'n': 83 |
| color_channels: ${model.encoder.C} |
| size: |
| - ${eval:${model.encoder.H}//2} |
| - ${eval:${model.encoder.H}//2} |
| use_clamp: soft |
| gen_type: mlp |
| init: |
| color: |
| freeze: true |
| constant: 0.5 |
| transformation: |
| canvas_size: |
| - ${model.encoder.H} |
| - ${eval:${model.encoder.H}*2} |
| layer: |
| ops: |
| - color |
| - position |
| color: |
| color_channels: ${model.encoder.C} |
| n_hidden_layers: 2 |
| n_hidden_units: 128 |
| position: |
| n_hidden_layers: 2 |
| n_hidden_units: 128 |
| max_x: 1.0 |
| max_y: 1.0 |
| parametrization: exp |
| padding_mode: zeros |
| background: |
| ops: |
| - color |
| color: |
| color_channels: ${model.encoder.C} |
| n_hidden_layers: 2 |
| n_hidden_units: 128 |
| window: |
| size: ${model.encoder.H} |
| loss: |
| sigma_gaussian: 7 |
| ctc_factor: 0.1 |
| dataset: |
| google: |
| path: google |
| supervised: true |
| tag: supervised |
| timestamp: 2023-01-06_21-14-43 |
| run_dir: /home/ysig/learnable-typewriter-supervised/runs/google/supervised/2023-01-06_21-14-43 |
|
|
