| root: | |
| common: | |
| device: "auto" | |
| dtype: "float64" | |
| seed: 1234 | |
| weight_dir: "weight" | |
| result_dir: "result" | |
| model: | |
| name: "BPINN" | |
| input_dim: 1 | |
| n_layers: 4 | |
| n_neurons: 50 | |
| n_out_sol: 1 | |
| n_out_par: 0 | |
| activation: "tanh" | |
| training: | |
| epochs: 10000 | |
| lr: 0.001 | |
| lbfgs_iters: 2000 | |
| refinement_lr: 1.0 | |
| log_interval: 500 | |
| checkpoint_name: "bpinn_laplace1d.pt" | |
| refined_checkpoint_name: "bpinn_laplace1d_refined.pt" | |
| loss: | |
| data: 10.0 | |
| pde: 1.0 | |
| boundary: 10.0 | |
| data: | |
| domain: [0.0, 1.0] | |
| n_sol: 200 | |
| n_pde: 1000 | |
| noise_std: 0.0 | |
| test_res: 200 | |
| inference: | |
| predictions_name: "bpinn_laplace1d.npz" | |
| figure_name: "bpinn_laplace1d.png" | |
| history_name: "training_history.npz" | |