| |
| |
| 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} |
|
|
|
|
