{ "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": 0.01171875, "energy": 1.954152226448059, "energy_over_true": 1.176411334756958 }, { "accuracy": 0.00390625, "energy": 1.9394137859344482, "energy_over_true": 1.1599965905234608 }, { "accuracy": 0.009765625, "energy": 1.9323142766952515, "energy_over_true": 1.1520896055044458 }, { "accuracy": 0.0078125, "energy": 1.9530656337738037, "energy_over_true": 1.1752011564604534 }, { "accuracy": 0.005859375, "energy": 1.9396767616271973, "energy_over_true": 1.1602894762417373 }, { "accuracy": 0.00390625, "energy": 1.9358550310134888, "energy_over_true": 1.156033074046714 }, { "accuracy": 0.005859375, "energy": 1.9675999879837036, "energy_over_true": 1.1913886022580082 }, { "accuracy": 0.005859375, "energy": 1.9679285287857056, "energy_over_true": 1.1917545102541864 } ], "best": { "accuracy": 0.01171875, "energy": 1.954152226448059, "energy_over_true": 1.176411334756958 }, "accepted_moves": 44216 } }, "unary": { "weight": 8.0, "matched_mean": 0.2510249614715576, "grand_mean": 0.0, "init": "random" }, "summary": { "tempering": { "accuracy": 0.01171875, "energy": 1.954152226448059, "energy_over_true": 1.176411334756958 } } }