{ "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": 512, "true_energy": 0.8978781700134277, "chance_accuracy": 0.001953125, "arms": { "tempering": { "replicas": [ { "accuracy": 0.015625, "energy": 1.1694371700286865, "energy_over_true": 0.3024452638281623 }, { "accuracy": 0.021484375, "energy": 1.2004884481430054, "energy_over_true": 0.3370282163392524 }, { "accuracy": 0.001953125, "energy": 1.192553162574768, "energy_over_true": 0.328190396428653 }, { "accuracy": 0.0, "energy": 1.2129029035568237, "energy_over_true": 0.3508546527405658 }, { "accuracy": 0.001953125, "energy": 1.2116082906723022, "energy_over_true": 0.3494127946714449 }, { "accuracy": 0.00390625, "energy": 1.4243744611740112, "energy_over_true": 0.5863783180659239 }, { "accuracy": 0.001953125, "energy": 1.7843804359436035, "energy_over_true": 0.9873302364806555 }, { "accuracy": 0.001953125, "energy": 1.9924702644348145, "energy_over_true": 1.2190875454796024 } ], "best": { "accuracy": 0.015625, "energy": 1.1694371700286865, "energy_over_true": 0.3024452638281623 }, "accepted_moves": 187206 } }, "unary": { "weight": 0.5, "matched_mean": 0.2510249614715576, "grand_mean": 0.0, "init": "random" }, "summary": { "tempering": { "accuracy": 0.021484375, "energy": 1.2004884481430054, "energy_over_true": 0.3370282163392524 } } }