{ "seed": 1226, "verification": { "0.2": { "K": [ 2, 4, 6, 8, 10, 12 ], "exact_errors": [ 0.12648792904849923, 0.03132192515339908, 0.007816675119720258, 0.0019533809693961235, 0.0004882971704441729, 0.00012207130631495218 ], "K_error_ratios": [ 4.038319114454964, 4.007064982703288, 4.001613224550221, 4.0003937922049735, 4.0000978541536485 ], "J": [ 1, 2, 4, 8, 12, 16 ], "neumann_errors": [ 3.2456537842897077, 3.451774527539619, 2.404023943433716, 1.208623468704769, 0.649804334245009, 0.3823260993801467 ], "unitary_relative_norm_errors": [ 0.0, 0.0, 0.0, 0.0 ] }, "0.5": { "K": [ 2, 4, 6, 8, 10, 12 ], "exact_errors": [ 0.12806356450690373, 0.03141963364309888, 0.007822778840511036, 0.0019537624399252208, 0.0004883210123051925, 0.00012207279643106802 ], "K_error_ratios": [ 4.075908903381885, 4.016428724839975, 4.003955998258647, 4.0009796643855084, 4.000244334379095 ], "J": [ 1, 2, 4, 8, 12, 16 ], "neumann_errors": [ 0.7220919184796996, 0.9034263343231246, 0.4638771617585744, 0.18980191792146006, 0.11762722306152695, 0.08725992162826635 ], "unitary_relative_norm_errors": [ 0.0, 0.0, 0.0, 0.0 ] }, "1.0": { "K": [ 2, 4, 6, 8, 10, 12 ], "exact_errors": [ 0.1306849944555422, 0.031582465913771104, 0.007832951651446532, 0.001954398223919869, 0.0004883607487394771, 0.00012207527995802722 ], "K_error_ratios": [ 4.13789711076863, 4.032000619835141, 4.007858560030949, 4.001955990452604, 4.000488460132049 ], "J": [ 1, 2, 4, 8, 12, 16 ], "neumann_errors": [ 0.40796926499817426, 0.31613404114861576, 0.16359226885783107, 0.08419378575288305, 0.05713195625042955, 0.04319261330473334 ], "unitary_relative_norm_errors": [ 0.0, 0.0, 0.0, 0.0 ] }, "2.0": { "K": [ 2, 4, 6, 8, 10, 12 ], "exact_errors": [ 0.135895520246368, 0.03190801609666318, 0.007853296835841848, 0.0019556697902083507, 0.0004884402216011049, 0.0001220802470116125 ], "K_error_ratios": [ 4.2589774254432395, 4.0630090474916765, 4.015655851085772, 4.003908162594951, 4.000976681793932 ], "J": [ 1, 2, 4, 8, 12, 16 ], "neumann_errors": [ 0.20315149092207727, 0.1395078364090504, 0.07873884955796834, 0.041802282244434885, 0.028323837973374233, 0.021356050824298978 ], "unitary_relative_norm_errors": [ 0.0, 0.0, 0.0, 0.0 ] } }, "mini_experiment": { "baseline_poly": { "val_accuracy": 0.925, "feature_norm_ratio": 1.1022089432126918, "seconds": 0.03425718700054858, "sparse_op_budget": 6 }, "dyadic_K2_J2": { "val_accuracy": 0.85, "feature_norm_ratio": 1.424751578678551, "seconds": 0.14557286099989142, "sparse_op_budget": 6 }, "dyadic_K4_J2": { "val_accuracy": 0.85, "feature_norm_ratio": 1.3102778565235533, "seconds": 0.20201914999961446, "sparse_op_budget": 6 } } }