{ "encoder": "cdconv", "family": "registry", "target": "cdconv", "weights": "random", "rule": "final invariant node states of the wrapper, masked mean over valid residues", "env": "base", "seed": 20260919, "weights_sha256": "9203855665116c79", "n_parameters": 619184, "task": "subcellular_localization", "date": "2026-09-20 05:05", "seconds": 76.8, "pooling": "masked mean over all residues of the chain", "manifest": "manifest/subcellular_localization.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": 2473, "train": 6000, "valid": 1500 }, "health": { "n_rows": 9973, "dim": 256, "nan_values": 0, "all_zero_rows": 0, "distinct_rows": 9973, "numerical_rank": 256, "max_abs": 0.20996303856372833 }, "input_audit": { "rel_change_jitter_1A": 0.001572546549141407, "rel_change_coord_swap": 0.011715235188603401, "rel_change_seq_shuffle": 0.004441949771717191, "rel_change_rigid_motion": 7.226870835097543e-08, "verdict": "pass" } }