| root: | |
| common: | |
| task: "forward" | |
| device: "auto" | |
| dtype: "float32" | |
| seed: 1111 | |
| weight_dir: "weight" | |
| result_dir: "result" | |
| data: | |
| mat_file: "data/AC.mat" | |
| n_train: 8000 | |
| evaluation_batch_size: 8192 | |
| model: | |
| hidden_layers: [200, 200, 200, 200] | |
| linear_dim: 10 | |
| fuzzy_dim: 4 | |
| activation: "tanh" | |
| tasks: | |
| forward: | |
| training: | |
| epochs: 10000 | |
| lr: 0.001 | |
| lbfgs_iters: 0 | |
| log_interval: 500 | |
| loss: | |
| data: 1.0 | |
| pde: 1.0 | |
| pde: | |
| lambda_1: 0.0001 | |
| lambda_2: 5.0 | |
| output: | |
| checkpoint_name: "fpinn_forward.pt" | |
| history_name: "fpinn_forward_history.npz" | |
| predictions_name: "fpinn_forward.npz" | |
| figure_name: "fpinn_forward.png" | |
| inverse: | |
| training: | |
| epochs: 10000 | |
| lr: 0.001 | |
| lbfgs_iters: 0 | |
| log_interval: 500 | |
| loss: | |
| data: 1.0 | |
| pde: 1.0 | |
| pde: | |
| initial_lambda_1: 1.0 | |
| initial_lambda_2: 0.0 | |
| true_lambda_1: 0.0001 | |
| true_lambda_2: 5.0 | |
| output: | |
| checkpoint_name: "fpinn_inverse.pt" | |
| history_name: "fpinn_inverse_history.npz" | |
| predictions_name: "fpinn_inverse.npz" | |
| figure_name: "fpinn_inverse.png" | |