# 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