{ "protocol": "Closed-form energies over all triples; the decision statistic is the energy of the truth against the deepest state reached by exact steepest descent and batched tempering. Hidden pairs score only.", "samples": 256, "energies": { "pair": { "true_energy": 0.658408522605896, "random_mean": 1.9995843172073364, "true_z": 34.937355041503906, "descent_retention_diagnostic": 0.77734375, "descent_from_truth_energy": 0.6143136024475098, "quenches": [ { "energy": 0.6714556813240051, "accuracy": 0.00390625 }, { "energy": 0.7268823385238647, "accuracy": 0.0 }, { "energy": 0.7398784756660461, "accuracy": 0.015625 } ], "tempering": { "cold_energy": 0.8924773931503296, "polished_energy": 0.7117195129394531, "polished_accuracy": 0.01171875, "best_replica_accuracy": 0.015625 }, "deepest_seen": 0.6714556813240051, "margin_over_true": 0.01981620569926723, "passes": true, "recovery_accuracy": 0.01171875 }, "triangle": { "true_energy": 2.0053746700286865, "random_mean": 2.9854204654693604, "true_z": 63.322879791259766, "descent_retention_diagnostic": 0.67578125, "descent_from_truth_energy": 1.7796080112457275, "quenches": [ { "energy": 1.9477522373199463, "accuracy": 0.00390625 }, { "energy": 1.8746943473815918, "accuracy": 0.00390625 }, { "energy": 1.8795771598815918, "accuracy": 0.0078125 } ], "tempering": { "cold_energy": 2.1331443786621094, "polished_energy": 1.8541122674942017, "polished_accuracy": 0.00390625, "best_replica_accuracy": 0.0078125 }, "deepest_seen": 1.8541122674942017, "margin_over_true": -0.07542849961913656, "passes": false, "recovery_accuracy": 0.00390625 }, "both": { "true_energy": 2.663783073425293, "random_mean": 4.986857891082764, "true_z": 58.737239837646484, "descent_retention_diagnostic": 0.74609375, "descent_from_truth_energy": 2.516615867614746, "quenches": [ { "energy": 2.542457103729248, "accuracy": 0.0078125 }, { "energy": 2.5270557403564453, "accuracy": 0.02734375 }, { "energy": 2.8610780239105225, "accuracy": 0.00390625 } ], "tempering": { "cold_energy": 2.9962172508239746, "polished_energy": 2.518122911453247, "polished_accuracy": 0.015625, "best_replica_accuracy": 0.01171875 }, "deepest_seen": 2.518122911453247, "margin_over_true": -0.054681690647108594, "passes": false, "recovery_accuracy": 0.015625 } } }