{ "toy_checks": { "stated_delta_eigenvalue_max_abs_error": 3.2000000000000033, "corrected_sum_eigenvalue_max_abs_error": 4.037215006746919e-12, "claimed_boundary_delta": 1.0, "actual_boundary_sum_kE_plus_kI": 1.0, "stable_sweep_max_sum": 0.9882352941, "unstable_sweep_min_sum": 1.0012605042, "decay_rate_rows_sum_measured_predicted": [ [ 0.2, 1.6012813669738326, 1.6 ], [ 0.4, 1.2007205765188977, 1.2 ], [ 0.6, 0.8003201707691321, 0.8 ], [ 0.75, 0.5001250416822989, 0.5 ], [ 0.85, 0.30004500900202563, 0.30000000000000004 ], [ 0.92, 0.16001280136549556, 0.15999999999999992 ], [ 0.97, 0.060001800072005486, 0.06000000000000005 ] ], "fixed_point_rows_margin_norm": [ [ 0.5, 0.0017808487364799465 ], [ 0.4, 0.0021288264468519564 ], [ 0.30000000000000004, 0.0027223668493293503 ], [ 0.21999999999999997, 0.003604581232076779 ], [ 0.16000000000000003, 0.004866118184252757 ], [ 0.12, 0.006425133260483089 ], [ 0.08999999999999997, 0.008518314484856172 ], [ 0.06999999999999995, 0.010920657898899561 ], [ 0.050000000000000044, 0.015257476870489246 ], [ 0.040000000000000036, 0.019058557723112372 ] ], "fixed_point_loglog_slope_measured_predicted": [ -0.9451355304937369, -1.0 ] }, "baseline": { "train_loss_checkpoints": [ 2.079442024230957, 1.783007264137268, 1.5558191537857056, 1.3774235248565674, 1.268369436264038, 1.1510823965072632, 1.0462814569473267, 0.9874462485313416, 0.9037541747093201, 0.8441060185432434, 0.7831884622573853, 0.7123315334320068 ], "trace_checkpoints": [ 15.466984748840332, 15.757255554199219, 15.604439735412598, 15.692182540893555, 15.84424114227295, 15.706098556518555, 15.70832347869873, 15.597103118896484, 15.628945350646973, 15.569170951843262, 15.60595989227295, 15.543600082397461 ], "delta_checkpoints": [ -0.9761865139007568, -0.9778749942779541, -0.9872305393218994, -0.9897117614746094, -0.9802172183990479, -0.9701778888702393, -0.9727034568786621, -0.9757006168365479, -0.9455592632293701, -0.9091331958770752, -0.8892138004302979, -0.8951818943023682 ], "long_loss": 0.7456082701683044, "long_trace": 15.770263671875, "long_delta": -0.8957912921905518, "device": "cuda" }, "controller": { "train_loss_checkpoints": [ 2.1698105335235596, 1.8684040307998657, 1.6407872438430786, 1.455530047416687, 1.3188673257827759, 1.1893243789672852, 1.0979206562042236, 1.032865047454834, 0.9417625069618225, 0.8955391645431519, 0.8359812498092651, 0.7748623490333557 ], "trace_checkpoints": [ 15.466984748840332, 15.759705543518066, 15.577625274658203, 15.592803001403809, 15.622512817382812, 15.568794250488281, 15.500762939453125, 15.616891860961914, 15.429725646972656, 15.500085830688477, 15.544534683227539, 15.499258041381836 ], "delta_checkpoints": [ -0.9761865139007568, -1.005565881729126, -1.015629768371582, -0.9973409175872803, -0.9856362342834473, -1.0017857551574707, -0.991931676864624, -0.9850404262542725, -0.9825754165649414, -0.9606590270996094, -0.9194276332855225, -0.8992209434509277 ], "long_loss": 0.7052772641181946, "long_trace": 15.736865043640137, "long_delta": -0.8988680839538574, "device": "cuda" } }