| 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 | |