| { | |
| "encoder": "schnet", | |
| "family": "registry", | |
| "target": "schnet", | |
| "weights": "random", | |
| "rule": "final invariant node states of the wrapper, masked mean over valid residues", | |
| "env": "base", | |
| "seed": 20260919, | |
| "weights_sha256": "a554781da0916f60", | |
| "n_parameters": 244480, | |
| "task": "ec_classification", | |
| "date": "2026-09-20 11:49", | |
| "seconds": 31.9, | |
| "pooling": "masked mean over all residues of the chain", | |
| "manifest": "manifest/ec_classification.csv", | |
| "rows": "stage1 == 1", | |
| "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)", | |
| "n_per_split": { | |
| "test": 3000, | |
| "train": 6000, | |
| "valid": 1500 | |
| }, | |
| "health": { | |
| "n_rows": 10500, | |
| "dim": 128, | |
| "nan_values": 0, | |
| "all_zero_rows": 0, | |
| "distinct_rows": 10495, | |
| "numerical_rank": 127, | |
| "max_abs": 0.8863804340362549 | |
| }, | |
| "input_audit": { | |
| "rel_change_jitter_1A": 0.024272346150889114, | |
| "rel_change_coord_swap": 0.04067997024144254, | |
| "rel_change_seq_shuffle": 0.0926744111105295, | |
| "rel_change_rigid_motion": 1.4309623780125316e-07, | |
| "verdict": "pass" | |
| } | |
| } |