{ "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": 0.0, "energy": 1.6016685962677002, "energy_over_true": 0.7838373286698208 }, { "accuracy": 0.01953125, "energy": 1.582222819328308, "energy_over_true": 0.7621798504185107 }, { "accuracy": 0.005859375, "energy": 1.6340266466140747, "energy_over_true": 0.8198756815633883 }, { "accuracy": 0.001953125, "energy": 1.6142185926437378, "energy_over_true": 0.7978147220347247 }, { "accuracy": 0.005859375, "energy": 1.6433275938034058, "energy_over_true": 0.8302344891387992 }, { "accuracy": 0.001953125, "energy": 1.6080293655395508, "energy_over_true": 0.7909215517685464 }, { "accuracy": 0.00390625, "energy": 1.8953583240509033, "energy_over_true": 1.1109303994132724 }, { "accuracy": 0.00390625, "energy": 1.987457275390625, "energy_over_true": 1.2135043948789876 } ], "best": { "accuracy": 0.0, "energy": 1.6016685962677002, "energy_over_true": 0.7838373286698208 }, "accepted_moves": 130197 } }, "unary": { "weight": 2.0, "matched_mean": 0.2510249614715576, "grand_mean": 0.0, "init": "random" }, "summary": { "tempering": { "accuracy": 0.01953125, "energy": 1.582222819328308, "energy_over_true": 0.7621798504185107 } } }