{ "device": "cuda", "math_checks": { "quadratic_scaling": { "gammas": [ 0.05, 0.1, 0.2, 0.4, 0.8 ], "observed_delta_H": [ -0.0010000000000000002, -0.004000000000000001, -0.016000000000000004, -0.06400000000000002, -0.25600000000000006 ], "predicted_delta_H": [ -0.0010000000000000002, -0.004000000000000001, -0.016000000000000004, -0.06400000000000002, -0.25600000000000006 ], "max_relative_error": 0.0, "delta_H_over_gamma2_spread": 0.0 }, "damping_scaling": { "epsilons": [ 0.0, 0.1, 0.3, 0.8 ], "observed_magnitude": [ 0.1, 0.09615384615384615, 0.08928571428571429, 0.07575757575757576 ], "predicted_magnitude": [ 0.1, 0.09615384615384615, 0.08928571428571429, 0.07575757575757576 ], "max_absolute_error": 0.0, "strictly_decreasing": true }, "balanced_depth": { "rows": [ { "n": 3, "observed_levels": 1, "predicted_levels": 1 }, { "n": 7, "observed_levels": 2, "predicted_levels": 2 }, { "n": 15, "observed_levels": 3, "predicted_levels": 3 }, { "n": 31, "observed_levels": 4, "predicted_levels": 4 }, { "n": 63, "observed_levels": 5, "predicted_levels": 5 } ], "prediction_confirmed": true } }, "agreement": { "max_root_coefficient_difference": 4.440892098500626e-16, "max_input_gradient_difference": 8.881784197001252e-16, "reconstruction_finite": true, "levels": 6 }, "benchmark": [ { "n": 127, "sequential_ms": 224.8403503326699, "rake_ms": 223.14003400000124, "rake_over_sequential": 0.9924376726412634 }, { "n": 511, "sequential_ms": 927.3020416658255, "rake_ms": 905.5352006677518, "rake_over_sequential": 0.9765266978610645 }, { "n": 1023, "sequential_ms": 2069.1302990004865, "rake_ms": 1907.6914530002493, "rake_over_sequential": 0.9219774385024366 } ], "cuda_fallback_error": null }