{ "model": { "attention": "linearno", "linearno_variant": "shared_qk", "linearno_project_out": false, "space_dim": 2, "fun_dim": 0, "out_dim": 3, "n_layers": 8, "n_hidden": 128, "n_heads": 8, "dim_head": 16, "slice_num": 64, "mlp_ratio": 1, "dropout": 0.0, "unified_pos": false, "ref": 8 }, "normalizer": { "mean": 187.73873901367188, "std": 127.08287811279297 }, "scale_S": 187.73873901367188, "metrics": { "test_rel_l2": 0.005968, "best_test_rel_l2": 0.005968, "test_residual": 16361.362044798194, "test_residual_scaled": 0.46420697510242465, "scale_S": 187.73873901367188, "train_rel_l2": 0.004208, "n_params": 582275, "epochs": 500, "approach": "A", "lambda": 0.01 }, "task": "geo-fno-elasticity-stress", "license": "mit" }