| | |
| | 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 |
| |
|
