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# These will be overridden by child configs
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
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