{ "seed": 609, "toy": { "rows": [ { "m": 4, "guided": 0.9810912715596106, "all_plus": 14.098764222883368, "random": 15.254025034483902 }, { "m": 8, "guided": 0.8316618223468824, "all_plus": 22.061882951235546, "random": 18.890468583349495 }, { "m": 16, "guided": 1.6685520205809174, "all_plus": 22.19071333109971, "random": 23.87368879338691 }, { "m": 32, "guided": 1.984667720130165, "all_plus": 26.58443211485631, "random": 25.57688226779395 }, { "m": 64, "guided": 3.189523680925383, "all_plus": 32.16394741009271, "random": 29.117715849607727 } ], "growth_exponents_m32": { "guided": -0.0001953707555980133, "all_plus": 0.48168534219592535, "random": 0.5139292927613548 } }, "neural": { "ordinary": { "peak_residual_median": 1.0149886654689908, "peak_residual_max": 2.6853728145360947, "clip_events": 0, "final_accuracy": 0.9189453125, "final_loss": 0.5096827745437622 }, "guided": { "peak_residual_median": 0.18554109684191644, "peak_residual_max": 0.497522808262147, "clip_events": 0, "final_accuracy": 0.517578125, "final_loss": 0.6826649904251099 } } }