| | |
| | |
| | name: "${system_params.name}_resnet" |
| | dropout: ${system_params.resnet_dropout} |
| | hidden_channels: ${system_params.resnet_hidden_channels} |
| | encoder_layers: ${system_params.resnet_encoder_layers} |
| | downsampler_layers: ${system_params.resnet_downsampler_layers} |
| | mlp_layers: ${system_params.resnet_mlp_layers} |
| |
|
| | model_config: |
| | _target_: pdeinvbench.models.inverse_model.InverseModel |
| | paramnet: |
| | _target_: pdeinvbench.models.inverse_model.ParameterNet |
| | pde: ${data.pde} |
| | normalize: ${system_params.normalize} |
| | logspace: ${system_params.logspace} |
| | params_to_predict: ${system_params.params_to_predict} |
| | mlp_type: ${system_params.mlp_type} |
| | encoder: |
| | _target_: pdeinvbench.models.encoder.ResnetEncoder |
| | n_past: ${n_past} |
| | n_future: ${n_future} |
| | n_layers: ${model.encoder_layers} |
| | data_channels: ${data.num_channels} |
| | hidden_channels: ${model.hidden_channels} |
| | use_partials: True |
| | pde: ${data.pde} |
| | batch_size: ${data.batch_size} |
| | downsampler: ${system_params.resnet_downsampler} |
| | mlp_hidden_size: ${model.hidden_channels} |
| | mlp_layers: ${model.mlp_layers} |
| | mlp_activation: "relu" |
| | mlp_dropout: ${model.dropout} |
| | downsample_factor: ${data.downsample_factor} |
| |
|
| |
|
