project:
  name: PINNsformer
  task: 1d_reaction

runtime:
  seed: 0
  device: auto

model:
  name: PINNsformer1D
  d_out: 1
  d_hidden: 128
  d_model: 32
  num_layers: 1
  heads: 2

data:
  x_range: [0.0, 6.283185307179586]
  t_range: [0.0, 1.0]
  x_num: 31
  t_num: 31
  sequence:
    num_step: 5
    step: 0.0001

equation:
  reaction_rate: 5.0
  initial:
    center: 3.141592653589793
    sigma: 0.7853981633974483

training:
  epochs: 2
  optimizer:
    name: LBFGS
    lr: 1.0
    max_iter: 5
    line_search_fn: strong_wolfe
  checkpoint: weight/1dreaction_pinnsformer.pt

paths:
  fake_data: data/reaction_fake.npz
  prediction: result/prediction.npz
  metrics: result/metrics.json
  loss: result/train_loss.npy
  figure: result/1dreaction_pinnsformer.png