diff options
Diffstat (limited to 'results/synth_ladder_v2_hi/synth_a1.0_L2_s42.json')
| -rw-r--r-- | results/synth_ladder_v2_hi/synth_a1.0_L2_s42.json | 1512 |
1 files changed, 1512 insertions, 0 deletions
diff --git a/results/synth_ladder_v2_hi/synth_a1.0_L2_s42.json b/results/synth_ladder_v2_hi/synth_a1.0_L2_s42.json new file mode 100644 index 0000000..9108ab1 --- /dev/null +++ b/results/synth_ladder_v2_hi/synth_a1.0_L2_s42.json @@ -0,0 +1,1512 @@ +{ + "bp": { + "log": { + "train_loss": [ + 1.946318034172058, + 1.1516875396728516, + 0.7581935514450073, + 0.605016669845581, + 0.5396797653198242, + 0.4972745149612427, + 0.47234574098587034, + 0.4495224585533142, + 0.4272374426364899, + 0.40758763122558594, + 0.39252452518939973, + 0.36916465797424314, + 0.36600809767246245, + 0.3410687928676605, + 0.32793644909858705, + 0.31304756975173953, + 0.3007715271472931, + 0.28627579979896545, + 0.2755886849164963, + 0.2579380422592163, + 0.25807462005615234, + 0.24107852401733398, + 0.22887857472896575, + 0.21563715391159058, + 0.2035831698536873, + 0.18830533595085144, + 0.17980405967235566, + 0.1690865597963333, + 0.1624095736503601, + 0.14769727175235747, + 0.14151963140964507, + 0.13674119498729706, + 0.12849826879501342, + 0.11771546969413757, + 0.11224533882141113, + 0.10299252641201019, + 0.09757299244403839, + 0.09114479880332947, + 0.08575093656778336, + 0.08185386205613614, + 0.0756724079966545, + 0.07218986920118332, + 0.07176458925008773, + 0.06660606263875961, + 0.061819399589300154, + 0.058563033843040464, + 0.055636672776937485, + 0.05303103420138359, + 0.05044965471625328, + 0.04851883066296577, + 0.046696959590911864, + 0.045260662871599196, + 0.043802720510959625, + 0.04223582611083984, + 0.04100226702690125, + 0.039826682758331296, + 0.03853288550376892, + 0.03745495624542236, + 0.036505805373191834, + 0.035624118888378145, + 0.0349866281747818, + 0.034375298815965655, + 0.03376467539072037, + 0.033166321152448656, + 0.03267900042831898, + 0.03222526069879532, + 0.0318170808583498, + 0.031466467666625975, + 0.031191858434677124, + 0.030932255566120146, + 0.030712535017728807, + 0.030533779421448706, + 0.030381300014257432, + 0.03024109920859337, + 0.030137208765745164, + 0.030061321771889925, + 0.03000315922498703, + 0.029963677549362182, + 0.02994104051887989, + 0.029928466534614562 + ], + "train_acc": [ + 0.3257, + 0.6596, + 0.769, + 0.7981, + 0.8069, + 0.8192, + 0.8248, + 0.8293, + 0.8386, + 0.8518, + 0.8547, + 0.864, + 0.8627, + 0.8793, + 0.8817, + 0.8875, + 0.893, + 0.8973, + 0.9031, + 0.9135, + 0.9086, + 0.9203, + 0.9247, + 0.93, + 0.9403, + 0.946, + 0.9502, + 0.9538, + 0.957, + 0.9651, + 0.9677, + 0.9686, + 0.9732, + 0.9792, + 0.9798, + 0.9861, + 0.9867, + 0.9888, + 0.9909, + 0.991, + 0.9941, + 0.9952, + 0.9935, + 0.9954, + 0.9966, + 0.9976, + 0.9984, + 0.9987, + 0.999, + 0.9989, + 0.9993, + 0.999, + 0.9993, + 0.9993, + 0.9995, + 0.9996, + 0.9993, + 0.9994, + 0.9996, + 0.9995, + 0.9996, + 0.9997, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998, + 0.9998 + ], + "test_acc": [ + 0.5395, + 0.703, + 0.755, + 0.763, + 0.755, + 0.768, + 0.765, + 0.7725, + 0.77, + 0.772, + 0.782, + 0.781, + 0.7805, + 0.785, + 0.7875, + 0.791, + 0.7895, + 0.7865, + 0.7925, + 0.794, + 0.791, + 0.7955, + 0.79, + 0.7975, + 0.8015, + 0.799, + 0.801, + 0.7965, + 0.787, + 0.7945, + 0.793, + 0.7915, + 0.788, + 0.794, + 0.797, + 0.7965, + 0.7925, + 0.797, + 0.795, + 0.795, + 0.7965, + 0.795, + 0.7945, + 0.792, + 0.7935, + 0.794, + 0.7925, + 0.792, + 0.7905, + 0.79, + 0.791, + 0.789, + 0.79, + 0.788, + 0.7905, + 0.79, + 0.7885, + 0.79, + 0.7895, + 0.791, + 0.7905, + 0.792, + 0.7895, + 0.7915, + 0.793, + 0.7925, + 0.791, + 0.791, + 0.791, + 0.791, + 0.791, + 0.791, + 0.791, + 0.7905, + 0.791, + 0.792, + 0.792, + 0.7915, + 0.7915, + 0.7915 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.937772274017334, + 0.9376006126403809 + ], + "perturbation_rho": [ + 0.9999990463256836, + 0.9999986886978149 + ], + "nudging": { + "0.001": [ + -0.04965643584728241, + -0.030679266899824142 + ], + "0.003": [ + -0.14321433007717133, + -0.08988389372825623 + ], + "0.01": [ + -0.4167234003543854, + -0.27598124742507935 + ] + } + } + }, + "dfa": { + "log": { + "train_loss": [ + 2.282194623565674, + 1.8021317630767821, + 1.290370544052124, + 0.9686317783355712, + 0.7942994188308716, + 0.7037483291625977, + 0.6552832854270935, + 0.6296794363975525, + 0.6148017653465271, + 0.6100365350723267, + 0.6096824949026107, + 0.604195829296112, + 0.6080462079524994, + 0.6034878133773803, + 0.6054122657775879, + 0.6029368188858032, + 0.6196025349617005, + 0.6137223323822022, + 0.6131332286834716, + 0.607370358657837, + 0.6205254472732544, + 0.6207848463058472, + 0.6232059438705444, + 0.6186815485954285, + 0.6224006581783295, + 0.6181600985527038, + 0.6084850495815277, + 0.6079479592323304, + 0.629641656780243, + 0.6227955137252807, + 0.6316008956909179, + 0.6274790578842163, + 0.6385569313049316, + 0.6368639594554901, + 0.6237436760902405, + 0.6281486724853516, + 0.6293207456588745, + 0.6216304894447326, + 0.6239378217697144, + 0.6469531507015228, + 0.6208334467887878, + 0.6244380719184875, + 0.6174096193313598, + 0.6198301626205445, + 0.6222816544532775, + 0.6192285632133484, + 0.6139031839370728, + 0.6136475460052491, + 0.6211447484016418, + 0.6104061424255371, + 0.6133950750350952, + 0.6175869959831238, + 0.6119502241134643, + 0.6125527906417847, + 0.6169743155002594, + 0.6045381330490113, + 0.6027683501243591, + 0.6022960813522339, + 0.6013002532958984, + 0.6025074361801147, + 0.5996582602500915, + 0.5981982765197754, + 0.5991991576194763, + 0.5996488208770752, + 0.595704001712799, + 0.5946896816253662, + 0.5987521299839019, + 0.592281983089447, + 0.5919814961433411, + 0.5917617532730103, + 0.5915903926849365, + 0.5901475148677826, + 0.5897085474967957, + 0.5893317813873291, + 0.5883101566314697, + 0.5882777759075165, + 0.5877544073104859, + 0.587434159374237, + 0.5873497516155243, + 0.5872392297744751 + ], + "train_acc": [ + 0.1615, + 0.3999, + 0.5808, + 0.6687, + 0.7161, + 0.7409, + 0.7516, + 0.7604, + 0.7653, + 0.7674, + 0.7681, + 0.7689, + 0.767, + 0.7713, + 0.7724, + 0.7726, + 0.7652, + 0.7648, + 0.7675, + 0.766, + 0.7639, + 0.7664, + 0.7614, + 0.7654, + 0.7661, + 0.764, + 0.7739, + 0.7688, + 0.7627, + 0.764, + 0.7612, + 0.7644, + 0.7603, + 0.7611, + 0.7638, + 0.7587, + 0.7605, + 0.761, + 0.7654, + 0.7567, + 0.7658, + 0.7671, + 0.7691, + 0.7652, + 0.7656, + 0.7674, + 0.7658, + 0.7699, + 0.7617, + 0.7703, + 0.7686, + 0.7653, + 0.7677, + 0.7681, + 0.7659, + 0.771, + 0.7726, + 0.7735, + 0.7712, + 0.7739, + 0.7732, + 0.7758, + 0.7719, + 0.7712, + 0.774, + 0.7726, + 0.7726, + 0.7759, + 0.7776, + 0.7775, + 0.7778, + 0.7776, + 0.7772, + 0.7772, + 0.7778, + 0.7764, + 0.7777, + 0.7786, + 0.7785, + 0.7784 + ], + "test_acc": [ + 0.265, + 0.5165, + 0.6045, + 0.6645, + 0.697, + 0.7095, + 0.7115, + 0.7185, + 0.7185, + 0.7185, + 0.7125, + 0.716, + 0.7215, + 0.716, + 0.7115, + 0.7095, + 0.7125, + 0.706, + 0.699, + 0.6985, + 0.718, + 0.7035, + 0.7025, + 0.699, + 0.7015, + 0.6985, + 0.712, + 0.709, + 0.699, + 0.696, + 0.705, + 0.713, + 0.698, + 0.704, + 0.6915, + 0.6945, + 0.6965, + 0.694, + 0.6945, + 0.69, + 0.7055, + 0.697, + 0.7045, + 0.693, + 0.7075, + 0.698, + 0.693, + 0.6945, + 0.7015, + 0.697, + 0.699, + 0.6975, + 0.699, + 0.7035, + 0.6985, + 0.7035, + 0.699, + 0.703, + 0.699, + 0.7045, + 0.703, + 0.7085, + 0.7005, + 0.701, + 0.699, + 0.7025, + 0.707, + 0.701, + 0.704, + 0.7065, + 0.7045, + 0.705, + 0.705, + 0.7045, + 0.7035, + 0.705, + 0.7045, + 0.7035, + 0.7035, + 0.7025 + ] + }, + "diagnostics": { + "bp_cosine": [ + -0.005922339856624603, + 0.020320668816566467 + ], + "perturbation_rho": [ + -0.003393532708287239, + 0.013989023864269257 + ], + "nudging": { + "0.001": [ + -1.6870606486918405e-05, + -0.0001334029802819714 + ], + "0.003": [ + -3.559933975338936e-05, + -0.0004005617811344564 + ], + "0.01": [ + 5.659737507812679e-05, + -0.0013348986394703388 + ] + } + } + }, + "state_bridge": { + "log": { + "train_loss": [ + 2.135848754119873, + 1.3642803058624267, + 0.8708873195648194, + 0.6620696384429932, + 0.5891413642883301, + 0.57967520570755, + 0.5887710757732392, + 0.5980366667747498, + 0.6088974040985108, + 0.6177972668647767, + 0.6234511965751648, + 0.6228584952354431, + 0.6300664884567261, + 0.6292729211807251, + 0.6327571807861329, + 0.6370973803520202, + 0.6390834430217743, + 0.6375089395999909, + 0.6519857896804809, + 0.6564193545341491, + 0.6642557950973511, + 0.6591811975479126, + 0.6635806708335876, + 0.6719323859214783, + 0.681973802947998, + 0.6752701175689697, + 0.6823263836860657, + 0.680218187904358, + 0.6895751893997193, + 0.6950895532131195, + 0.690692015838623, + 0.7078337843418121, + 0.693129168510437, + 0.6974928091049194, + 0.7008464097976684, + 0.7004407194137573, + 0.696805198431015, + 0.7037288009643554, + 0.696394179725647, + 0.7049403734207154, + 0.718198802280426, + 0.7099995137214661, + 0.7002471772193909, + 0.7115488752365112, + 0.7011648622512817, + 0.705596800327301, + 0.7055955667495728, + 0.7068639204978943, + 0.712410222530365, + 0.7061294185638428, + 0.7098195759773255, + 0.7036320822715759, + 0.7083044646263122, + 0.7005896663665772, + 0.7051161972999572, + 0.7042372000694275, + 0.7064647805690766, + 0.703298209953308, + 0.7030874502182007, + 0.7018115946769714, + 0.7009259914398194, + 0.7010174451828003, + 0.7004158262252808, + 0.7019228082180023, + 0.6986435826301575, + 0.6975876085281372, + 0.6982375308990478, + 0.6989794599533081, + 0.6969254281044006, + 0.6955446625709534, + 0.696240187549591, + 0.6952586332321167, + 0.6951992818832398, + 0.6944246446609497, + 0.6940418438911438, + 0.6938989589691162, + 0.6935289325714111, + 0.6932655550956726, + 0.6931727689743042, + 0.6930741609573364 + ], + "train_acc": [ + 0.231, + 0.5519, + 0.704, + 0.7597, + 0.7786, + 0.776, + 0.7753, + 0.7712, + 0.7689, + 0.7718, + 0.7668, + 0.7683, + 0.7644, + 0.7634, + 0.7586, + 0.7587, + 0.7535, + 0.7585, + 0.7496, + 0.7509, + 0.7513, + 0.7463, + 0.7498, + 0.7442, + 0.7432, + 0.7474, + 0.7412, + 0.7453, + 0.7404, + 0.7381, + 0.7374, + 0.7304, + 0.7417, + 0.7382, + 0.7395, + 0.738, + 0.7394, + 0.7367, + 0.7336, + 0.7345, + 0.7327, + 0.7336, + 0.7406, + 0.7313, + 0.7329, + 0.7331, + 0.7364, + 0.7362, + 0.7308, + 0.7342, + 0.7326, + 0.7363, + 0.734, + 0.7356, + 0.7308, + 0.7347, + 0.7327, + 0.7349, + 0.735, + 0.7372, + 0.7391, + 0.7353, + 0.7343, + 0.7373, + 0.7375, + 0.7371, + 0.738, + 0.7376, + 0.7359, + 0.7372, + 0.7369, + 0.7367, + 0.7383, + 0.7383, + 0.7371, + 0.7378, + 0.7377, + 0.7377, + 0.7376, + 0.7377 + ], + "test_acc": [ + 0.4135, + 0.627, + 0.7015, + 0.731, + 0.732, + 0.7305, + 0.715, + 0.7105, + 0.7035, + 0.7215, + 0.7115, + 0.7095, + 0.711, + 0.7055, + 0.694, + 0.6975, + 0.7035, + 0.693, + 0.701, + 0.6925, + 0.696, + 0.689, + 0.691, + 0.688, + 0.6935, + 0.6805, + 0.6875, + 0.686, + 0.6855, + 0.669, + 0.682, + 0.685, + 0.67, + 0.6755, + 0.676, + 0.6715, + 0.6735, + 0.6815, + 0.6735, + 0.6615, + 0.6705, + 0.678, + 0.673, + 0.6755, + 0.679, + 0.6795, + 0.671, + 0.669, + 0.675, + 0.665, + 0.6725, + 0.674, + 0.676, + 0.671, + 0.674, + 0.6665, + 0.676, + 0.6755, + 0.679, + 0.6815, + 0.6775, + 0.673, + 0.6775, + 0.6755, + 0.6745, + 0.673, + 0.674, + 0.6755, + 0.675, + 0.676, + 0.6755, + 0.673, + 0.673, + 0.675, + 0.6745, + 0.6725, + 0.673, + 0.674, + 0.6735, + 0.6735 + ], + "state_pred_error": [ + 0.8063683609008789, + 0.3884696524143219, + 0.2311003609418869, + 0.18046433920860291, + 0.16924471125602722, + 0.16555276873111724, + 0.1602503327846527, + 0.15167320017814637, + 0.140824283182621, + 0.1298466329574585, + 0.11834586684703827, + 0.11143888697624206, + 0.10435668296813964, + 0.10323678240776062, + 0.0928786245584488, + 0.08840008661746979, + 0.08519339587688446, + 0.08778857303857804, + 0.08263514815568924, + 0.08055064792633057, + 0.07980460293293, + 0.07705434393882751, + 0.07739766277074814, + 0.07446456137895584, + 0.0734913741350174, + 0.07287049880027771, + 0.07218570121526718, + 0.07035595026016235, + 0.07018024356365204, + 0.0692975877046585, + 0.06897079907655716, + 0.06649487104415894, + 0.06588162162899971, + 0.06435961349010468, + 0.06434023708701134, + 0.06222202478647232, + 0.0626620704293251, + 0.06185628715753555, + 0.05922087868452072, + 0.057531780862808225, + 0.05768225061893463, + 0.0554687408208847, + 0.054569963669776914, + 0.05414690698385238, + 0.05308204159736633, + 0.05163135576248169, + 0.05053922039270401, + 0.049180154889822005, + 0.04925686872601509, + 0.047615612363815306, + 0.046402145498991014, + 0.04576419175863266, + 0.045621140229702, + 0.04635717123746872, + 0.04377198639512062, + 0.043869176548719406, + 0.04219145889282227, + 0.04124122514724732, + 0.04061387507915497, + 0.04018232229351997, + 0.039839565473794934, + 0.03889179226756096, + 0.03857449699044228, + 0.03783939574360847, + 0.03660583376288414, + 0.03604392006397247, + 0.03533379606604576, + 0.03495548709630966, + 0.03465898452997208, + 0.0342097640991211, + 0.0333374612390995, + 0.03270132002830505, + 0.03256121125221252, + 0.03309162433743477, + 0.03434458671808243, + 0.031629494720697406, + 0.030447168147563933, + 0.029967701929807664, + 0.029437697196006776, + 0.028844930332899095 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.6727198958396912, + 0.3693685829639435 + ], + "perturbation_rho": [ + 0.6028042435646057, + 0.36745399236679077 + ], + "nudging": { + "0.001": [ + -0.02099989913403988, + -0.0025365445762872696 + ], + "0.003": [ + -0.06207232177257538, + -0.007595579605549574 + ], + "0.01": [ + -0.19608698785305023, + -0.025156188756227493 + ] + }, + "state_pred_error_per_layer": [ + 4083.197509765625, + 262.47991943359375 + ] + } + }, + "credit_bridge": { + "log": { + "train_loss": [ + 2.2804126327514647, + 1.7985749383926393, + 1.2908005512237548, + 0.9662449172019959, + 0.7956621127128601, + 0.7016273497581482, + 0.6522905420303344, + 0.6255401084899902, + 0.6117714551925659, + 0.6128746815681457, + 0.6068986643791199, + 0.6044070498466492, + 0.6102572951316834, + 0.6062020353317261, + 0.6156517067909241, + 0.6126874660491943, + 0.6097104368209839, + 0.6174453516960144, + 0.6185816154479981, + 0.6438342502593994, + 0.6368237316131592, + 0.6804909427642822, + 0.6997053329467774, + 0.7258448196411132, + 0.7487138278961182, + 0.7556256717681885, + 0.7934631998062134, + 0.802038497543335, + 0.8157362140655517, + 0.8650238488197327, + 0.8622131116867066, + 0.8802598802566528, + 0.9258453697204589, + 0.9959634174346924, + 0.9478269100189209, + 1.0003521003723144, + 1.077512856578827, + 1.0192589988708496, + 1.028103258895874, + 1.0586500679016113, + 1.0699232969284058, + 1.0799424433708191, + 1.0838925231933594, + 1.1248778113365174, + 1.1027689414978028, + 1.1598035910606384, + 1.1366910076141357, + 1.1348427181243896, + 1.1708768878936768, + 1.1435981479644775, + 1.1552022342681885, + 1.2040845465660095, + 1.1642921708106995, + 1.1581912057876587, + 1.1544302150726318, + 1.1856851593017579, + 1.1730238010406495, + 1.1706515258789063, + 1.175933620452881, + 1.2015250160217286, + 1.179624587059021, + 1.18775200214386, + 1.1831196794509888, + 1.1909604908943177, + 1.1947224998474122, + 1.1949542335510255, + 1.1888987186431885, + 1.1910899550437928, + 1.1911025504112243, + 1.195369605255127, + 1.193122798538208, + 1.194731010055542, + 1.1899194046020507, + 1.1925264017105102, + 1.191719772720337, + 1.1909632276535034, + 1.189614386367798, + 1.1892432201385499, + 1.188741414451599, + 1.1885441581726075 + ], + "train_acc": [ + 0.1623, + 0.4052, + 0.5791, + 0.6702, + 0.7173, + 0.7455, + 0.7557, + 0.7621, + 0.7675, + 0.7666, + 0.7696, + 0.7723, + 0.7664, + 0.7713, + 0.7708, + 0.7678, + 0.7703, + 0.7652, + 0.7695, + 0.7575, + 0.7586, + 0.7436, + 0.734, + 0.7259, + 0.723, + 0.7172, + 0.703, + 0.6981, + 0.6893, + 0.6707, + 0.6709, + 0.6653, + 0.6557, + 0.6313, + 0.644, + 0.623, + 0.6036, + 0.6162, + 0.613, + 0.6077, + 0.6007, + 0.5952, + 0.598, + 0.5809, + 0.5939, + 0.571, + 0.583, + 0.5811, + 0.5635, + 0.5749, + 0.578, + 0.5625, + 0.5689, + 0.5734, + 0.5731, + 0.5696, + 0.5712, + 0.5682, + 0.5694, + 0.5553, + 0.5659, + 0.5635, + 0.566, + 0.5599, + 0.5604, + 0.5627, + 0.5634, + 0.5593, + 0.5621, + 0.5604, + 0.5607, + 0.5593, + 0.5635, + 0.5619, + 0.5657, + 0.5614, + 0.5632, + 0.565, + 0.5645, + 0.5642 + ], + "test_acc": [ + 0.268, + 0.513, + 0.6075, + 0.6595, + 0.696, + 0.7095, + 0.7215, + 0.7145, + 0.723, + 0.72, + 0.7195, + 0.7195, + 0.723, + 0.713, + 0.708, + 0.718, + 0.711, + 0.7065, + 0.7095, + 0.694, + 0.6845, + 0.6965, + 0.654, + 0.6715, + 0.67, + 0.655, + 0.6405, + 0.6595, + 0.6045, + 0.612, + 0.62, + 0.5865, + 0.5695, + 0.5475, + 0.5605, + 0.528, + 0.5695, + 0.5465, + 0.552, + 0.5245, + 0.525, + 0.5495, + 0.5245, + 0.549, + 0.5255, + 0.4805, + 0.5195, + 0.484, + 0.532, + 0.522, + 0.5115, + 0.5325, + 0.5325, + 0.5145, + 0.494, + 0.5195, + 0.5155, + 0.5115, + 0.5065, + 0.511, + 0.513, + 0.524, + 0.5115, + 0.5165, + 0.5135, + 0.508, + 0.513, + 0.502, + 0.5045, + 0.504, + 0.5175, + 0.514, + 0.5145, + 0.5165, + 0.51, + 0.5135, + 0.5115, + 0.5125, + 0.513, + 0.5125 + ], + "value_loss": [ + 2.940468542289734, + 0.79788527135849, + 0.6377222188949585, + 0.68224133644104, + 0.7263548100471496, + 0.7324671993255615, + 0.7309100345611572, + 0.717535104560852, + 0.7103414190292359, + 0.6660294913291931, + 0.6247495171546936, + 0.5396882646560669, + 0.4996064971446991, + 0.45136471157073976, + 0.4529336892604828, + 0.4058929618358612, + 0.391290897321701, + 0.39949184267520904, + 0.40146105794906617, + 0.4176544015884399, + 0.3929467046737671, + 0.4356102319717407, + 0.44995045413970947, + 0.4677547811985016, + 0.506061519908905, + 0.4956396166801453, + 0.5163082196235657, + 0.5677194129943848, + 0.5988344200134277, + 0.599899713230133, + 0.5649642105102539, + 0.597481498336792, + 0.62520577750206, + 0.7375187145233154, + 0.624705169582367, + 0.6632982563972473, + 0.7675839500427246, + 0.669120393371582, + 0.6651788431167602, + 0.7156087099552154, + 0.696215266418457, + 0.6955457643985749, + 0.6779295589447022, + 0.7293293210983276, + 0.6809166513442994, + 0.764018877029419, + 0.7062238107681275, + 0.685149402809143, + 0.7134047386169433, + 0.6853949756622314, + 0.6999969066619873, + 0.7731949109077454, + 0.6987295764446259, + 0.6907983577728272, + 0.6681401613235474, + 0.7007834080696106, + 0.6814730290412903, + 0.661990501499176, + 0.6626340481758117, + 0.705364034461975, + 0.6682385860443115, + 0.6713524225234986, + 0.6693500059127807, + 0.6651503324508667, + 0.6654500586509705, + 0.6543948979377746, + 0.6422414421081543, + 0.6383527196884156, + 0.6420085886001586, + 0.6456019569396972, + 0.6395301539421081, + 0.6431583649635315, + 0.6233767694473267, + 0.6305849503517151, + 0.6271460248947144, + 0.6468473421096802, + 0.6199060997486114, + 0.6318170052528381, + 0.6215379253387451, + 0.6212269179344178 + ], + "term_loss": [ + 1.6892825514793397, + 0.28991217994689944, + 0.30822358050346377, + 0.3786318918466568, + 0.42494087133407593, + 0.42721891040802, + 0.4199708504676819, + 0.4035639883041382, + 0.3996427752017975, + 0.3595923094034195, + 0.33094902596473696, + 0.2548507522583008, + 0.21975787994861604, + 0.17496245877742767, + 0.173782960999012, + 0.12534335107803346, + 0.1120484961271286, + 0.11436202818453312, + 0.11488216164112092, + 0.11582057362794876, + 0.08930488972663879, + 0.10528950003981591, + 0.10394810205698013, + 0.10426158441305161, + 0.12753498150110246, + 0.10871876295804977, + 0.11132348638176918, + 0.14436086015701294, + 0.14408548067808152, + 0.13344688698649407, + 0.10571571690440178, + 0.13017865498065948, + 0.13939437173306943, + 0.20552679252624512, + 0.11907351903915406, + 0.13748738572597505, + 0.19904934087991716, + 0.13540437815189363, + 0.12853734107017517, + 0.1618148654460907, + 0.13909575666189194, + 0.13520186334848405, + 0.12121448392868042, + 0.1466166281223297, + 0.12041640423536301, + 0.16912428863048554, + 0.13152958631515502, + 0.11219572712182999, + 0.12457058460712434, + 0.10920219086408615, + 0.1173021228313446, + 0.16791136612892152, + 0.11367217564582825, + 0.10726595187187195, + 0.09067037861347199, + 0.11207262431383133, + 0.09823015294075012, + 0.08530473515987397, + 0.08550616343021393, + 0.10875923759937287, + 0.08709428926706314, + 0.08641628972291947, + 0.08627706418037415, + 0.08137298605442048, + 0.0812585338205099, + 0.07228367166519165, + 0.06536642589569092, + 0.0619819268733263, + 0.06462425166070461, + 0.06505866675376892, + 0.06278609230518341, + 0.0658116526722908, + 0.0513275152683258, + 0.056986387073993686, + 0.05485347003340721, + 0.07127472396492958, + 0.050447821268439295, + 0.06053386932611465, + 0.05252971643209457, + 0.05304660900235176 + ], + "bridge_loss": [ + 0.9279641841857811, + 0.16856330198049546, + 0.039708731412887575, + 0.010337709330767393, + 0.011771508574485778, + 0.022529736855626106, + 0.03331982454061508, + 0.03982229630947113, + 0.03738117287158966, + 0.03454190602302551, + 0.027281567510962487, + 0.024664730344712733, + 0.023858268588781355, + 0.025735928761959077, + 0.0272073194026947, + 0.02882993689775467, + 0.027838965237140655, + 0.028774000322818755, + 0.02812835749387741, + 0.03022514525949955, + 0.030929905086755752, + 0.03656129573583603, + 0.04052359770536423, + 0.04557864816188812, + 0.04997927314043045, + 0.050188125783205036, + 0.04993401603698731, + 0.05739394021034241, + 0.07838522285223007, + 0.06485828175544739, + 0.05224925307035446, + 0.0506726308375597, + 0.051239190012216565, + 0.0647153436422348, + 0.053563565707206724, + 0.05078575596809387, + 0.06262156112790107, + 0.04680149354934692, + 0.04500690677165985, + 0.049841736525297164, + 0.046847368633747104, + 0.04284440612792969, + 0.03791265842914581, + 0.046439746141433716, + 0.03537028197050095, + 0.04456134281158447, + 0.03218785969913006, + 0.030664079475402832, + 0.03130132013559341, + 0.029161811190843583, + 0.032022461515665054, + 0.03898258820772171, + 0.02969357035756111, + 0.02903288689851761, + 0.02478138956427574, + 0.0249088092982769, + 0.02389162595272064, + 0.019117333182692528, + 0.018994592445343732, + 0.023708287239074706, + 0.019777522890269756, + 0.018769464632868767, + 0.020211394253373146, + 0.017110029135644435, + 0.017269017577171326, + 0.014731672486662864, + 0.012424837739765644, + 0.01189460586681962, + 0.01335356667637825, + 0.014654298931360246, + 0.012049511376023293, + 0.012707741624116897, + 0.009858337254822254, + 0.010841082896292209, + 0.011562466982007026, + 0.015217449271678925, + 0.009477784027159214, + 0.01224556357562542, + 0.011088584440946578, + 0.010462266248464584 + ], + "tgrad_loss": [ + 0.32322183175086977, + 0.33940978274345396, + 0.2897899122238159, + 0.29327174363136294, + 0.28964242973327636, + 0.28271855030059817, + 0.27761935591697695, + 0.27414881958961484, + 0.27331746387481687, + 0.27189527068138125, + 0.26651892404556277, + 0.2601727846622467, + 0.25599034695625306, + 0.25066632494926455, + 0.25194340829849243, + 0.2517196734428406, + 0.2514034350395203, + 0.25635581159591675, + 0.25845054063796996, + 0.2716086819887161, + 0.2727119073867798, + 0.29375943875312804, + 0.30547875442504885, + 0.31791454901695254, + 0.32854726486206054, + 0.3367327250480652, + 0.3550507174730301, + 0.36596461181640627, + 0.37636372227668763, + 0.4015945445537567, + 0.40699923944473265, + 0.41663020915985105, + 0.4345722186088562, + 0.46727658042907716, + 0.4520680808544159, + 0.4750251211166382, + 0.5059130459785461, + 0.4869145246505737, + 0.49163460040092466, + 0.5039521028518676, + 0.5102721470355988, + 0.5174995000839233, + 0.5188024171829224, + 0.5362729483604431, + 0.5251299654006958, + 0.5503332437992096, + 0.5425063617706298, + 0.5422895937919616, + 0.5575328386306763, + 0.5470309760093689, + 0.5506723180770874, + 0.5663009528160096, + 0.5553638293266296, + 0.5544995170593262, + 0.5526883927822113, + 0.563801976966858, + 0.5593512482643127, + 0.5575684350967407, + 0.5581332973480224, + 0.5728965188980103, + 0.5613667737007141, + 0.5661666715621948, + 0.5628615488052369, + 0.5666673162460327, + 0.5669225110054016, + 0.5673795532226562, + 0.5644501794815063, + 0.5644761901378632, + 0.5640307699203492, + 0.5658889928817749, + 0.5646945568084717, + 0.5646389728546143, + 0.5621909219741821, + 0.5627574834823609, + 0.5607300892829895, + 0.5603551671981811, + 0.559980492067337, + 0.5590375660896302, + 0.5579196195602417, + 0.5577180406570434 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.39126425981521606, + 0.7445269823074341 + ], + "perturbation_rho": [ + 0.44417524337768555, + 0.7429547905921936 + ], + "nudging": { + "0.001": [ + -0.009039473719894886, + -0.006878397427499294 + ], + "0.003": [ + -0.027019120752811432, + -0.020580623298883438 + ], + "0.01": [ + -0.08887787163257599, + -0.06797216832637787 + ] + } + } + } +}
\ No newline at end of file |
