| |
| name: "placeholder_inverse" |
| data_root: "placeholder_path" |
| train_data_root: ${system_params.train_data_root} |
| val_data_root: ${system_params.val_data_root} |
| ood_data_root: ${system_params.ood_data_root} |
| ood_data_root_extreme: ${system_params.ood_data_root_extreme} |
| test_data_root: ${system_params.test_data_root} |
| num_channels: ${system_params.num_channels} |
| batch_size: 8 |
| dilation: 1 |
| cutoff_first_n_frames: ${system_params.cutoff_first_n_frames} |
| frac_param_combinations: 1 |
| frac_ics_per_param: 1 |
| random_sample_param: True |
| downsample_factor: 0 |
| every_nth_window: 10 |
| train_window_start_percent: 0 |
| train_window_end_percent: 1 |
| test_window_start_percent: 0 |
| test_window_end_percent: 1 |
|
|
| pde: |
| _target_: pdeinvbench.utils.types.PDE |
| value: ${system_params.pde_name} |
|
|
| train_dataloader: |
| _target_: torch.utils.data.DataLoader |
| dataset: |
| _target_: pdeinvbench.data.PDE_MultiParam |
| data_root: ${data.train_data_root} |
| pde: ${data.pde} |
| n_past: ${n_past} |
| train: True |
| dilation: ${data.dilation} |
| cutoff_first_n_frames: ${data.cutoff_first_n_frames} |
| frac_param_combinations: ${data.frac_param_combinations} |
| frac_ics_per_param: ${data.frac_ics_per_param} |
| random_sample_param: ${data.random_sample_param} |
| downsample_factor: ${data.downsample_factor} |
| every_nth_window: ${data.every_nth_window} |
| window_start_percent: ${data.train_window_start_percent} |
| window_end_percent: ${data.train_window_end_percent} |
| batch_size: ${data.batch_size} |
| shuffle: True |
|
|
| val_dataloader: |
| _target_: torch.utils.data.DataLoader |
| dataset: |
| _target_: pdeinvbench.data.PDE_MultiParam |
| data_root: ${data.val_data_root} |
| pde: ${data.pde} |
| n_past: ${n_past} |
| train: False |
| dilation: ${data.dilation} |
| cutoff_first_n_frames: ${data.cutoff_first_n_frames} |
| frac_param_combinations: ${data.frac_param_combinations} |
| frac_ics_per_param: ${data.frac_ics_per_param} |
| random_sample_param: ${data.random_sample_param} |
| downsample_factor: ${data.downsample_factor} |
| every_nth_window: ${data.every_nth_window} |
| window_start_percent: ${data.train_window_start_percent} |
| window_end_percent: ${data.train_window_end_percent} |
| batch_size: ${data.batch_size} |
| shuffle: False |
|
|
| ood_dataloader: |
| _target_: torch.utils.data.DataLoader |
| dataset: |
| _target_: pdeinvbench.data.PDE_MultiParam |
| data_root: ${data.ood_data_root} |
| pde: ${data.pde} |
| n_past: ${n_past} |
| train: False |
| dilation: ${data.dilation} |
| cutoff_first_n_frames: ${data.cutoff_first_n_frames} |
| downsample_factor: ${data.downsample_factor} |
| every_nth_window: ${data.every_nth_window} |
| batch_size: ${data.batch_size} |
| shuffle: False |
|
|
| ood_dataloader_extreme: |
| _target_: torch.utils.data.DataLoader |
| dataset: |
| _target_: pdeinvbench.data.PDE_MultiParam |
| data_root: ${data.ood_data_root_extreme} |
| pde: ${data.pde} |
| n_past: ${n_past} |
| train: False |
| dilation: ${data.dilation} |
| cutoff_first_n_frames: ${data.cutoff_first_n_frames} |
| downsample_factor: ${data.downsample_factor} |
| every_nth_window: ${data.every_nth_window} |
| batch_size: ${data.batch_size} |
| shuffle: False |
|
|
| test_dataloader: |
| _target_: torch.utils.data.DataLoader |
| dataset: |
| _target_: pdeinvbench.data.PDE_MultiParam |
| data_root: ${data.test_data_root} |
| pde: ${data.pde} |
| n_past: ${n_past} |
| train: False |
| dilation: ${data.dilation} |
| cutoff_first_n_frames: ${data.cutoff_first_n_frames} |
| downsample_factor: ${data.downsample_factor} |
| every_nth_window: ${data.every_nth_window} |
| window_start_percent: ${data.test_window_start_percent} |
| window_end_percent: ${data.test_window_end_percent} |
| batch_size: ${data.batch_size} |
| shuffle: False |
|
|
