diff options
Diffstat (limited to 'results/synth_ladder_smoke/synth_a1.0_L2_s42.json')
| -rw-r--r-- | results/synth_ladder_smoke/synth_a1.0_L2_s42.json | 1172 |
1 files changed, 1172 insertions, 0 deletions
diff --git a/results/synth_ladder_smoke/synth_a1.0_L2_s42.json b/results/synth_ladder_smoke/synth_a1.0_L2_s42.json new file mode 100644 index 0000000..8777ebc --- /dev/null +++ b/results/synth_ladder_smoke/synth_a1.0_L2_s42.json @@ -0,0 +1,1172 @@ +{ + "bp": { + "log": { + "train_loss": [ + 1.9491056894302368, + 1.1529242127418518, + 0.7467040473937988, + 0.5807420476913452, + 0.5123631197452545, + 0.4696790289878845, + 0.4497463710784912, + 0.429621799659729, + 0.41180882892608645, + 0.396394921875, + 0.38590312049388886, + 0.3658535495758057, + 0.36799508414268495, + 0.3456149130344391, + 0.33443590273857116, + 0.3238851601600647, + 0.31360859479904174, + 0.3038917881965637, + 0.2932293901443481, + 0.2798507716178894, + 0.2779016891479492, + 0.2641272247314453, + 0.25414685287475586, + 0.24580603408813476, + 0.23633735848665238, + 0.22347580795288086, + 0.2150943549990654, + 0.20704293329715728, + 0.20073787801265716, + 0.1922430892944336, + 0.18689737136363982, + 0.1811553675174713, + 0.174488536298275, + 0.1676148865222931, + 0.16302786118984222, + 0.1570287989139557, + 0.15195925567150115, + 0.14744717358350753, + 0.14354275007247924, + 0.14035524681806563, + 0.13632459359169005, + 0.1334148339509964, + 0.13127109580039978, + 0.12843341019153595, + 0.1255687529563904, + 0.12336780984401703, + 0.12139199416637421, + 0.11968175506591797, + 0.11819040449261665, + 0.11690922620296479, + 0.11574092161655426, + 0.11482840909957885, + 0.11413576412200928, + 0.1134418436050415, + 0.1129186130464077, + 0.11250319490432739, + 0.1122022265791893, + 0.11199904860854148, + 0.11187557553052903, + 0.11180531568527222 + ], + "train_acc": [ + 0.326, + 0.666, + 0.7775, + 0.8124, + 0.821, + 0.8339, + 0.8331, + 0.8403, + 0.8466, + 0.8518, + 0.8559, + 0.8653, + 0.8621, + 0.8726, + 0.8746, + 0.8799, + 0.8862, + 0.8891, + 0.893, + 0.9011, + 0.8995, + 0.908, + 0.9113, + 0.9184, + 0.9233, + 0.9295, + 0.9343, + 0.9367, + 0.9398, + 0.9434, + 0.9464, + 0.9497, + 0.9517, + 0.9563, + 0.96, + 0.9629, + 0.9651, + 0.9678, + 0.9685, + 0.9692, + 0.9726, + 0.9736, + 0.9744, + 0.9749, + 0.9766, + 0.9774, + 0.9796, + 0.9799, + 0.9802, + 0.9808, + 0.9817, + 0.982, + 0.9828, + 0.9832, + 0.9835, + 0.9837, + 0.9838, + 0.9838, + 0.9839, + 0.9839 + ], + "test_acc": [ + 0.551, + 0.7215, + 0.769, + 0.787, + 0.78, + 0.7825, + 0.779, + 0.7875, + 0.783, + 0.783, + 0.7885, + 0.791, + 0.7845, + 0.789, + 0.7875, + 0.7875, + 0.7905, + 0.783, + 0.78, + 0.79, + 0.785, + 0.7895, + 0.785, + 0.7875, + 0.783, + 0.789, + 0.794, + 0.793, + 0.795, + 0.792, + 0.788, + 0.7875, + 0.788, + 0.7905, + 0.79, + 0.7925, + 0.7915, + 0.791, + 0.791, + 0.791, + 0.791, + 0.792, + 0.793, + 0.7915, + 0.7935, + 0.7905, + 0.7925, + 0.792, + 0.7925, + 0.792, + 0.7915, + 0.7915, + 0.791, + 0.791, + 0.791, + 0.791, + 0.7905, + 0.79, + 0.79, + 0.79 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.977530300617218, + 0.9661709666252136 + ], + "perturbation_rho": [ + 0.9999992847442627, + 0.9999983906745911 + ], + "nudging": { + "0.001": [ + -0.039579540491104126, + -0.02185475453734398 + ], + "0.003": [ + -0.11397463828325272, + -0.0641411542892456 + ], + "0.01": [ + -0.3279687762260437, + -0.1977623850107193 + ] + } + } + }, + "dfa": { + "log": { + "train_loss": [ + 2.2824316204071047, + 1.8118354099273681, + 1.310678900718689, + 0.9875048950195312, + 0.802082624912262, + 0.6931869449615479, + 0.6263151250839233, + 0.583215159034729, + 0.5534961759567261, + 0.5339154810905457, + 0.524110235452652, + 0.516173376083374, + 0.5156016312360764, + 0.512758362197876, + 0.5118656126976013, + 0.5098454748153687, + 0.515489036655426, + 0.516552147102356, + 0.525282747721672, + 0.5107382669448852, + 0.5240657005310059, + 0.5196773475646973, + 0.5238636440277099, + 0.5113746579170227, + 0.5147426022052765, + 0.5082735379695892, + 0.5030142297744751, + 0.5007089898109436, + 0.5198602245807648, + 0.5054092597007751, + 0.5186554452896118, + 0.5035870767593383, + 0.5099767215251922, + 0.5068207990646363, + 0.5057487522125245, + 0.49573901596069336, + 0.49725718212127684, + 0.4981450731754303, + 0.5011708973884582, + 0.5046835836648941, + 0.4929028748512268, + 0.48766262950897216, + 0.48986145362854006, + 0.4863999965190887, + 0.4881520263671875, + 0.48129477083683014, + 0.47820149402618406, + 0.4828622418403625, + 0.47945194401741026, + 0.4764244254112244, + 0.47533812894821165, + 0.47597204813957217, + 0.47481061878204345, + 0.4737321941375732, + 0.4729536075592041, + 0.4717037543296814, + 0.47100696840286255, + 0.4707401922225952, + 0.4704310829162598, + 0.4702408764839172 + ], + "train_acc": [ + 0.1625, + 0.4015, + 0.5907, + 0.6668, + 0.7135, + 0.7441, + 0.762, + 0.7733, + 0.7858, + 0.7916, + 0.7968, + 0.7993, + 0.7998, + 0.8007, + 0.8051, + 0.8059, + 0.8025, + 0.7994, + 0.7962, + 0.8008, + 0.7975, + 0.7985, + 0.8012, + 0.8033, + 0.8026, + 0.8027, + 0.808, + 0.8064, + 0.7975, + 0.8053, + 0.8016, + 0.8046, + 0.807, + 0.8064, + 0.803, + 0.8084, + 0.8055, + 0.8085, + 0.805, + 0.8026, + 0.8094, + 0.811, + 0.8096, + 0.812, + 0.8104, + 0.8128, + 0.8129, + 0.8123, + 0.8132, + 0.8161, + 0.8158, + 0.8152, + 0.8148, + 0.8167, + 0.815, + 0.8162, + 0.8169, + 0.8174, + 0.8167, + 0.8173 + ], + "test_acc": [ + 0.263, + 0.5155, + 0.606, + 0.6685, + 0.7025, + 0.716, + 0.736, + 0.745, + 0.742, + 0.7485, + 0.749, + 0.753, + 0.7545, + 0.7515, + 0.7505, + 0.7475, + 0.745, + 0.749, + 0.7515, + 0.7355, + 0.744, + 0.753, + 0.746, + 0.7395, + 0.75, + 0.7485, + 0.757, + 0.747, + 0.7465, + 0.7305, + 0.746, + 0.755, + 0.755, + 0.7435, + 0.752, + 0.748, + 0.7455, + 0.7385, + 0.7475, + 0.7485, + 0.7525, + 0.7575, + 0.7535, + 0.751, + 0.758, + 0.752, + 0.7515, + 0.7515, + 0.758, + 0.7545, + 0.7605, + 0.758, + 0.755, + 0.7565, + 0.7585, + 0.757, + 0.7575, + 0.755, + 0.7585, + 0.7575 + ] + }, + "diagnostics": { + "bp_cosine": [ + -0.0018995754653587937, + 0.07222741842269897 + ], + "perturbation_rho": [ + -0.03529410809278488, + 0.03507092595100403 + ], + "nudging": { + "0.001": [ + -1.5221663488773629e-05, + -0.0004911277210339904 + ], + "0.003": [ + -1.3497992767952383e-05, + -0.0014723683707416058 + ], + "0.01": [ + 0.00033701310167089105, + -0.004891358315944672 + ] + } + } + }, + "state_bridge": { + "log": { + "train_loss": [ + 2.1366306617736814, + 1.3788719619750978, + 0.8893764835357666, + 0.6547704791069031, + 0.5521520162582397, + 0.5176527221679688, + 0.5091254537582397, + 0.509008034992218, + 0.5123045497894287, + 0.5199989007949829, + 0.524878611278534, + 0.5291456949710845, + 0.536843958902359, + 0.5352446517944336, + 0.5378374597549439, + 0.5358052321434021, + 0.536317100429535, + 0.5289794270515442, + 0.5393810579776764, + 0.5359365615844727, + 0.5326271821022034, + 0.5334983486175537, + 0.5313910109758377, + 0.5330386216163635, + 0.5434488729476928, + 0.5396566688537597, + 0.5416565005540848, + 0.5412564635276794, + 0.5482967029571533, + 0.5540884985685348, + 0.5473237035751343, + 0.553294009923935, + 0.5513850021362304, + 0.5501684650421143, + 0.5599284547805786, + 0.5542884324073791, + 0.5526859965801239, + 0.54858907122612, + 0.5504395879745484, + 0.5546976717948914, + 0.5577109105110168, + 0.5555753686904907, + 0.5482306803703308, + 0.5521730173110961, + 0.5481728059768677, + 0.5459907444953919, + 0.5481118337631226, + 0.5456091236114502, + 0.5448256337881088, + 0.5454645185470581, + 0.5465922353744507, + 0.544160694026947, + 0.5431355364322662, + 0.5428927242279052, + 0.5422361792087554, + 0.5417640048980713, + 0.5416455334186554, + 0.5414225485801697, + 0.5411964197158814, + 0.5410834015846252 + ], + "train_acc": [ + 0.2285, + 0.547, + 0.7045, + 0.7719, + 0.7951, + 0.798, + 0.8014, + 0.8034, + 0.803, + 0.8021, + 0.8031, + 0.8011, + 0.7966, + 0.7982, + 0.7993, + 0.7976, + 0.798, + 0.8008, + 0.792, + 0.7937, + 0.7942, + 0.7963, + 0.7974, + 0.7912, + 0.7917, + 0.7929, + 0.794, + 0.7919, + 0.791, + 0.788, + 0.7909, + 0.7873, + 0.7846, + 0.7889, + 0.7863, + 0.786, + 0.7913, + 0.7893, + 0.789, + 0.7833, + 0.7849, + 0.786, + 0.7893, + 0.7867, + 0.7892, + 0.7901, + 0.7889, + 0.7912, + 0.7906, + 0.7891, + 0.7891, + 0.7905, + 0.7923, + 0.7905, + 0.7909, + 0.7922, + 0.7908, + 0.7905, + 0.791, + 0.7913 + ], + "test_acc": [ + 0.4125, + 0.6255, + 0.7095, + 0.7555, + 0.7665, + 0.7585, + 0.758, + 0.754, + 0.7575, + 0.751, + 0.748, + 0.7475, + 0.7495, + 0.7485, + 0.745, + 0.7415, + 0.7455, + 0.743, + 0.749, + 0.746, + 0.74, + 0.733, + 0.7365, + 0.7395, + 0.743, + 0.7285, + 0.739, + 0.7225, + 0.7335, + 0.7385, + 0.7345, + 0.734, + 0.7215, + 0.734, + 0.7305, + 0.7265, + 0.7275, + 0.728, + 0.732, + 0.7235, + 0.7245, + 0.7265, + 0.7305, + 0.7295, + 0.729, + 0.727, + 0.728, + 0.7275, + 0.724, + 0.727, + 0.725, + 0.729, + 0.727, + 0.7305, + 0.7325, + 0.7325, + 0.7315, + 0.7315, + 0.7315, + 0.7315 + ], + "state_pred_error": [ + 0.8065836928367615, + 0.39146546201705934, + 0.23437868328094483, + 0.18158424789905547, + 0.1659492648601532, + 0.165374738740921, + 0.16782979707717896, + 0.16855716466903686, + 0.16732614138126373, + 0.16346708936691284, + 0.15476743512153626, + 0.1457847490310669, + 0.13143579788208007, + 0.12530215060710906, + 0.11034695791006088, + 0.102148695230484, + 0.09918132054805756, + 0.09876347059011459, + 0.09330155829191208, + 0.08962574129104614, + 0.08644098112583161, + 0.08444308232069016, + 0.08924337093830109, + 0.08370417824983596, + 0.08257257657051087, + 0.0830527756690979, + 0.07959871637821198, + 0.08018354167938233, + 0.07715057510137557, + 0.07508554146289825, + 0.07615803725719451, + 0.07278824622035027, + 0.07192154746055603, + 0.07228410756587982, + 0.06885680447816848, + 0.06863646980524063, + 0.0701085786998272, + 0.06621884278059005, + 0.06437455928325653, + 0.06294822212457657, + 0.06241208130121231, + 0.0603535782456398, + 0.06039485886096954, + 0.058678721296787265, + 0.0627734629034996, + 0.05633028925061226, + 0.054364062464237216, + 0.05458668622970581, + 0.057001876127719876, + 0.05133199627399444, + 0.05066398676633835, + 0.05105280518531799, + 0.048901369220018386, + 0.04867930979728699, + 0.04660500448346138, + 0.04554321520328522, + 0.04535353593826294, + 0.04524428225755692, + 0.04350994995832443, + 0.042987993323802945 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.7724592089653015, + 0.47611531615257263 + ], + "perturbation_rho": [ + 0.7083259224891663, + 0.4451542794704437 + ], + "nudging": { + "0.001": [ + -0.02335088513791561, + -0.0042803636752069 + ], + "0.003": [ + -0.06857505440711975, + -0.012793581001460552 + ], + "0.01": [ + -0.2117496132850647, + -0.04209146648645401 + ] + }, + "state_pred_error_per_layer": [ + 2210.423828125, + 264.2466125488281 + ] + } + }, + "credit_bridge": { + "log": { + "train_loss": [ + 2.280885036087036, + 1.8083742904663085, + 1.3096392322540282, + 0.9843997146606446, + 0.8018227068901062, + 0.6911002159118652, + 0.6208388906478882, + 0.5762016658782959, + 0.5495558090209961, + 0.5351255585193634, + 0.521960182762146, + 0.5177917494773865, + 0.5170808288574219, + 0.5229834615707397, + 0.5378183418750763, + 0.543828378534317, + 0.5555255395889283, + 0.5777033507347107, + 0.6048572025299073, + 0.6596059831619263, + 0.7269416851043701, + 0.7936675106048584, + 0.8489301277160645, + 0.894895606803894, + 0.9307584834098815, + 0.9389586345672607, + 0.9596725919723511, + 0.9730803798675537, + 0.97893427734375, + 0.993195873451233, + 1.0001418331146241, + 1.01285452003479, + 1.0197131780624389, + 1.034778191757202, + 1.041685494327545, + 1.0485894695281983, + 1.0534755035400392, + 1.05557954082489, + 1.0589550355911255, + 1.062454942703247, + 1.0662316680908204, + 1.0691890292644501, + 1.0679836296081544, + 1.0683391422271729, + 1.0701301013946534, + 1.0684261167526246, + 1.0693684279441833, + 1.0679564714431762, + 1.067317788696289, + 1.065644224357605, + 1.065113991165161, + 1.0640747312545777, + 1.062864318561554, + 1.0622759931564332, + 1.0614560607910157, + 1.0607545525550843, + 1.060345379447937, + 1.0600630114555358, + 1.059776364517212, + 1.0596500343322754 + ], + "train_acc": [ + 0.1626, + 0.4032, + 0.5948, + 0.6697, + 0.7145, + 0.7427, + 0.7638, + 0.779, + 0.7901, + 0.792, + 0.7958, + 0.7973, + 0.8003, + 0.7995, + 0.7923, + 0.793, + 0.7887, + 0.7841, + 0.7708, + 0.7467, + 0.7295, + 0.7074, + 0.6889, + 0.6705, + 0.6583, + 0.6541, + 0.6508, + 0.6462, + 0.6401, + 0.6374, + 0.6371, + 0.6305, + 0.6305, + 0.63, + 0.6271, + 0.6214, + 0.6242, + 0.6219, + 0.6193, + 0.6164, + 0.6166, + 0.6165, + 0.6156, + 0.6143, + 0.6187, + 0.6177, + 0.6181, + 0.6173, + 0.6175, + 0.6185, + 0.6185, + 0.6182, + 0.6184, + 0.6195, + 0.6181, + 0.6183, + 0.6172, + 0.6177, + 0.6175, + 0.6176 + ], + "test_acc": [ + 0.2655, + 0.5115, + 0.607, + 0.665, + 0.699, + 0.721, + 0.735, + 0.744, + 0.7445, + 0.7495, + 0.746, + 0.7435, + 0.7545, + 0.752, + 0.7465, + 0.744, + 0.731, + 0.719, + 0.711, + 0.6885, + 0.6685, + 0.6455, + 0.627, + 0.6115, + 0.608, + 0.6, + 0.5865, + 0.587, + 0.5895, + 0.5815, + 0.5805, + 0.5765, + 0.576, + 0.57, + 0.568, + 0.562, + 0.5625, + 0.5615, + 0.5595, + 0.56, + 0.563, + 0.56, + 0.5585, + 0.5575, + 0.556, + 0.5515, + 0.5555, + 0.559, + 0.5595, + 0.5565, + 0.558, + 0.5565, + 0.558, + 0.5545, + 0.556, + 0.556, + 0.5555, + 0.5555, + 0.556, + 0.556 + ], + "value_loss": [ + 2.9421537250518797, + 0.7975870166778565, + 0.6290085078239441, + 0.6890224185943603, + 0.7243394228935242, + 0.7203487901687622, + 0.6851132621765137, + 0.6520533827781677, + 0.6242853847503662, + 0.5676819869995117, + 0.5082380643844604, + 0.46420030603408813, + 0.4317733027458191, + 0.4148032331466675, + 0.42368859605789183, + 0.41361817846298216, + 0.404498645734787, + 0.42820386209487915, + 0.4646932671546936, + 0.49615267877578734, + 0.5365245307922363, + 0.60305582447052, + 0.6144193868637084, + 0.6435288933753968, + 0.6711149896621704, + 0.6648149871826172, + 0.6623215785980224, + 0.6906130850791932, + 0.6547210404396057, + 0.6582367699623108, + 0.6525213989257812, + 0.636179097366333, + 0.6109009315490722, + 0.6143948897361755, + 0.5951230112075806, + 0.5812291944503785, + 0.5685462500572205, + 0.5358655210494995, + 0.5175749897480011, + 0.4981157001018524, + 0.491326168346405, + 0.46913531432151795, + 0.45610346326828005, + 0.4415822687149048, + 0.43499350595474245, + 0.41386851291656496, + 0.39472350492477415, + 0.38443425817489624, + 0.37052898192405703, + 0.3712545476913452, + 0.34303374967575073, + 0.3286073633670807, + 0.3148073835849762, + 0.3157298050403595, + 0.2915987443447113, + 0.29081232733726503, + 0.26972808542251586, + 0.2690109848499298, + 0.25245738320350647, + 0.24172186150550842 + ], + "term_loss": [ + 1.6904042894363402, + 0.2855438080787659, + 0.29688326778411867, + 0.3748186621665955, + 0.41050878925323486, + 0.409766743850708, + 0.37635576343536375, + 0.34139811835289, + 0.311102571105957, + 0.2642718635082245, + 0.2312528870344162, + 0.19706957862377167, + 0.16916403424739837, + 0.15267400243282317, + 0.15790578067302705, + 0.1481425419330597, + 0.13407545802593232, + 0.1449426043510437, + 0.156369549536705, + 0.1508458754479885, + 0.1561945830821991, + 0.1846889454483986, + 0.16443501464128493, + 0.17366822769641876, + 0.18008243708610536, + 0.1709399109840393, + 0.15955905029773712, + 0.17902734649181365, + 0.14751170055866242, + 0.1511731291770935, + 0.1535642296075821, + 0.1460076296210289, + 0.1346515518426895, + 0.1449428592443466, + 0.1370476897954941, + 0.13113817830085756, + 0.1311385383963585, + 0.11210595957040786, + 0.10532034933567047, + 0.09617096209526062, + 0.10268295025229454, + 0.09031319347620011, + 0.08960143175125122, + 0.08745422222614288, + 0.09128843301534653, + 0.0811536382317543, + 0.07390678917169571, + 0.07607333833873271, + 0.0751576281785965, + 0.08278024282455444, + 0.07106895277500153, + 0.06941268212795258, + 0.07024301192462444, + 0.0796181839466095, + 0.06771385662257672, + 0.0745224772721529, + 0.06610622253417969, + 0.07373185048103333, + 0.06927853472232819, + 0.06502777924537659 + ], + "bridge_loss": [ + 0.9286653239635634, + 0.17183133554458618, + 0.03998481778204441, + 0.01001567878574133, + 0.009969949465990066, + 0.015016184416413307, + 0.024849868083000184, + 0.03629762133359909, + 0.04424135708212853, + 0.03887685165405273, + 0.02251410899758339, + 0.019279291635751723, + 0.02122289401292801, + 0.024350534307956695, + 0.026771693634986878, + 0.029644794487953187, + 0.03368165337443352, + 0.04201666583120823, + 0.05519947910308838, + 0.0729088222026825, + 0.08839097814559936, + 0.1063108127295971, + 0.12425719275474548, + 0.13326186714172364, + 0.14929705357551576, + 0.1520007657766342, + 0.15773920249938964, + 0.1658132124185562, + 0.16225691890716554, + 0.16371301856040954, + 0.15795323207378387, + 0.14942308008670807, + 0.1378128324508667, + 0.13277515301704407, + 0.1221957174539566, + 0.11507334886789322, + 0.10920816420316697, + 0.099838148355484, + 0.09326583639383317, + 0.08822717505693435, + 0.08127219996452331, + 0.07723046572208404, + 0.07338595504760742, + 0.0678777373790741, + 0.06394213989078999, + 0.06211670498847961, + 0.05893324030339718, + 0.05608555132746697, + 0.05505429896116257, + 0.05282158476114273, + 0.051606026875972745, + 0.04767316770553589, + 0.0467881379365921, + 0.04444693030118942, + 0.0429530450463295, + 0.04317285764813423, + 0.043168327283859255, + 0.03980205556154251, + 0.040649286246299744, + 0.03994156485795975 + ], + "tgrad_loss": [ + 0.32308411664962766, + 0.34021187663078306, + 0.29214042167663573, + 0.3041880838871002, + 0.3038606840133667, + 0.29556585988998413, + 0.28390763030052185, + 0.2743576454162598, + 0.2689414535522461, + 0.2645332676410675, + 0.2544710647583008, + 0.2478514326095581, + 0.24138637371063232, + 0.23777869787216185, + 0.23901112205982208, + 0.2358308396577835, + 0.2367415349960327, + 0.24124458963871, + 0.25312424030303954, + 0.2723979799747467, + 0.29193896837234495, + 0.31205606231689453, + 0.3257271741390228, + 0.33659879665374753, + 0.341735502576828, + 0.34187430839538574, + 0.34502332849502565, + 0.3457725248575211, + 0.3449524227142334, + 0.3433506235599518, + 0.3410039307594299, + 0.3407483920574188, + 0.33843654861450195, + 0.3366768836021423, + 0.3358796048641205, + 0.33501766514778136, + 0.3281995443820953, + 0.3239214171409607, + 0.3189888015270233, + 0.3137175616264343, + 0.3073710187911987, + 0.3015916561603546, + 0.2931160747528076, + 0.2862503114700317, + 0.2797629333496094, + 0.2705981719493866, + 0.2618834746837616, + 0.25227536766529085, + 0.2403170545101166, + 0.23565271859169007, + 0.22035877032279969, + 0.21152150876522063, + 0.19777623581886292, + 0.19166468963623046, + 0.18093183915615083, + 0.17311699080467224, + 0.16045353627204895, + 0.1554770776748657, + 0.1425295654296875, + 0.13675251703262328 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.14650292694568634, + 0.22681139409542084 + ], + "perturbation_rho": [ + 0.22659505903720856, + 0.3084385395050049 + ], + "nudging": { + "0.001": [ + -0.0063989125192165375, + -0.0031138062477111816 + ], + "0.003": [ + -0.01911432109773159, + -0.009325908496975899 + ], + "0.01": [ + -0.06274554133415222, + -0.030905161052942276 + ] + } + } + } +}
\ No newline at end of file |