|
|
|
|
|
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} |
|
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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 |
|
|
|
