| root: | |
| problem: "doublepipe" | |
| seed: 11 | |
| output_names: ["u", "v", "p", "ro"] | |
| runtime: | |
| onescience_src: null | |
| data: | |
| n_train_per_bc: 25 | |
| n_col_domain: 10000 | |
| model: | |
| mean_function: "neural_network" | |
| nn_layers_base: [64, 64, 64, 64, 64] | |
| dtype: "float32" | |
| training: | |
| device: "auto" | |
| gpu: 0 | |
| num_iter: 50000 | |
| lr_default: 0.001 | |
| diff_method: "Numerical" | |
| checkpoint_path: "./weight/gp_for_to.pt" | |
| output_dir: "./result/training" | |
| plot_outputs: true | |
| checkpoints: [1000, 10000, 20000, 30000, 40000, 50000] | |
| inference: | |
| device: "auto" | |
| gpu: 0 | |
| checkpoint_path: "./weight/gp_for_to.pt" | |
| output_dir: "./result/inference" | |
| n_col_domain: 10000 | |
| fake_data: | |
| problem: "doublepipe" | |
| n_train_per_bc: 25 | |
| n_col_domain: 10000 | |
| output_dir: "./data/fake" | |