{ "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": 2048, "true_energy": 0.88466876745224, "chance_accuracy": 0.00048828125, "arms": { "tempering": { "replicas": [ { "accuracy": 0.00048828125, "energy": 0.9763286113739014, "energy_over_true": 0.10360922335444567 }, { "accuracy": 0.00146484375, "energy": 1.0167241096496582, "energy_over_true": 0.14927094417238762 }, { "accuracy": 0.00048828125, "energy": 1.0621987581253052, "energy_over_true": 0.20067396657885217 }, { "accuracy": 0.0009765625, "energy": 1.3437392711639404, "energy_over_true": 0.5189179505384585 }, { "accuracy": 0.0, "energy": 1.7391623258590698, "energy_over_true": 0.9658909524608721 }, { "accuracy": 0.00048828125, "energy": 1.997110366821289, "energy_over_true": 1.257466794688336 }, { "accuracy": 0.0, "energy": 1.9988579750061035, "energy_over_true": 1.2594422325574124 }, { "accuracy": 0.00048828125, "energy": 2.0006299018859863, "energy_over_true": 1.2614451594664136 } ], "best": { "accuracy": 0.00048828125, "energy": 0.9763286113739014, "energy_over_true": 0.10360922335444567 }, "accepted_moves": 1746317 } }, "summary": { "tempering": { "accuracy": 0.00146484375, "energy": 1.0167241096496582, "energy_over_true": 0.14927094417238762 } } }