{ "protocol": "The text side enters through a hidden shuffle; the optimizer never sees pair, order, or truth information. Hidden truth scores outcomes only.", "dataset": "vg", "dims": 256, "samples": 1024, "true_energy": 0.8822067975997925, "chance_accuracy": 0.0009765625, "arms": { "tempering": { "replicas": [ { "accuracy": 0.025390625, "energy": 0.9282351732254028, "energy_over_true": 0.05217413394550929 }, { "accuracy": 0.04296875, "energy": 0.9359857439994812, "energy_over_true": 0.06095956928239987 }, { "accuracy": 0.0029296875, "energy": 0.9775588512420654, "energy_over_true": 0.10808356260878504 }, { "accuracy": 0.0, "energy": 1.1675713062286377, "energy_over_true": 0.3234666853681387 }, { "accuracy": 0.0009765625, "energy": 1.3844102621078491, "energy_over_true": 0.5692582123311614 }, { "accuracy": 0.001953125, "energy": 1.8213294744491577, "energy_over_true": 1.064515348787181 }, { "accuracy": 0.0009765625, "energy": 1.9945390224456787, "energy_over_true": 1.2608520223060995 }, { "accuracy": 0.001953125, "energy": 1.997070550918579, "energy_over_true": 1.263721563189017 } ], "best": { "accuracy": 0.025390625, "energy": 0.9282351732254028, "energy_over_true": 0.05217413394550929 }, "accepted_moves": 380183 } }, "summary": { "tempering": { "accuracy": 0.04296875, "energy": 0.9359857439994812, "energy_over_true": 0.06095956928239987 } } }