diff options
Diffstat (limited to 'results/synth_ladder_v2_hi/synth_a0.5_L4_s456.json')
| -rw-r--r-- | results/synth_ladder_v2_hi/synth_a0.5_L4_s456.json | 1554 |
1 files changed, 1554 insertions, 0 deletions
diff --git a/results/synth_ladder_v2_hi/synth_a0.5_L4_s456.json b/results/synth_ladder_v2_hi/synth_a0.5_L4_s456.json new file mode 100644 index 0000000..533ce8d --- /dev/null +++ b/results/synth_ladder_v2_hi/synth_a0.5_L4_s456.json @@ -0,0 +1,1554 @@ +{ + "bp": { + "log": { + "train_loss": [ + 1.4960858375549317, + 0.5346975540161133, + 0.38716840896606447, + 0.35499444410800934, + 0.30661033401489257, + 0.30922529895305634, + 0.27481330077648164, + 0.269934020614624, + 0.29978428807258606, + 0.25284944949150084, + 0.25780958070755006, + 0.23303727264404298, + 0.24132988526821136, + 0.20776223244667053, + 0.1969887863755226, + 0.1761551865696907, + 0.16374456174373628, + 0.18347106391191484, + 0.1597210103750229, + 0.1635675217628479, + 0.17662811236381531, + 0.15870836329460145, + 0.1737984106183052, + 0.13217050411701203, + 0.1460229372382164, + 0.12168637955188752, + 0.1280234918475151, + 0.12693974618911744, + 0.11462656342983246, + 0.1029154019355774, + 0.13926502933502197, + 0.10933776559829712, + 0.09320529713630676, + 0.09527391186952591, + 0.079886494910717, + 0.07977066860198975, + 0.07166484508514405, + 0.07007486948370933, + 0.06268392709493636, + 0.06896026997566224, + 0.06800698767900466, + 0.05527717870473862, + 0.06054863209873438, + 0.04793440787792206, + 0.054939467120170594, + 0.043425172302126884, + 0.04000619463920593, + 0.04502314983308315, + 0.03696476737260818, + 0.042237274646759033, + 0.043874549174308775, + 0.038109699201583865, + 0.03395200428068638, + 0.029588924580812453, + 0.028190810793638228, + 0.02734000713825226, + 0.028795221200585364, + 0.02614459018409252, + 0.02498855213224888, + 0.02417927698493004, + 0.024668072617053987, + 0.023915421676635743, + 0.023400312945246696, + 0.02246341987848282, + 0.022365201508998872, + 0.021897871212661266, + 0.021433941733837128, + 0.02118105274736881, + 0.020932374608516692, + 0.02072743790745735, + 0.020465456957370044, + 0.020281540298461916, + 0.02012429815530777, + 0.0200213955193758, + 0.01993154845237732, + 0.019858657205104827, + 0.019795786088705063, + 0.019747656816244127, + 0.01971831915974617, + 0.019699555786699057 + ], + "train_acc": [ + 0.5077, + 0.8231, + 0.8605, + 0.8665, + 0.8838, + 0.8805, + 0.891, + 0.8918, + 0.8816, + 0.9026, + 0.8988, + 0.9096, + 0.9022, + 0.919, + 0.9242, + 0.9348, + 0.9395, + 0.9298, + 0.9397, + 0.9393, + 0.9299, + 0.9363, + 0.9316, + 0.9518, + 0.9452, + 0.9571, + 0.9536, + 0.9555, + 0.9601, + 0.9645, + 0.9455, + 0.9596, + 0.969, + 0.9686, + 0.9778, + 0.9762, + 0.9809, + 0.9817, + 0.9867, + 0.9815, + 0.982, + 0.9885, + 0.9851, + 0.9931, + 0.9872, + 0.9941, + 0.9973, + 0.9923, + 0.9964, + 0.9936, + 0.9927, + 0.9951, + 0.9969, + 0.9991, + 0.9995, + 0.9994, + 0.9984, + 0.9996, + 0.9996, + 0.9997, + 0.9994, + 1.0, + 0.9999, + 1.0, + 0.9999, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "test_acc": [ + 0.75, + 0.8525, + 0.866, + 0.8635, + 0.8695, + 0.871, + 0.8765, + 0.8645, + 0.8605, + 0.8785, + 0.8745, + 0.8675, + 0.8715, + 0.8745, + 0.871, + 0.881, + 0.883, + 0.8775, + 0.8775, + 0.88, + 0.8765, + 0.879, + 0.876, + 0.8835, + 0.8815, + 0.8775, + 0.878, + 0.8845, + 0.8815, + 0.8815, + 0.876, + 0.8855, + 0.8835, + 0.8875, + 0.8875, + 0.884, + 0.8805, + 0.8825, + 0.8835, + 0.885, + 0.886, + 0.883, + 0.8845, + 0.8885, + 0.8935, + 0.8865, + 0.8865, + 0.882, + 0.886, + 0.889, + 0.884, + 0.8855, + 0.887, + 0.886, + 0.885, + 0.8875, + 0.885, + 0.885, + 0.889, + 0.8885, + 0.8875, + 0.8875, + 0.89, + 0.8875, + 0.887, + 0.8835, + 0.887, + 0.8865, + 0.887, + 0.888, + 0.8875, + 0.887, + 0.8855, + 0.886, + 0.886, + 0.8855, + 0.8855, + 0.8855, + 0.8855, + 0.8855 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.792909562587738, + 0.7804109454154968, + 0.7618845105171204, + 0.7463140487670898 + ], + "perturbation_rho": [ + 0.9999990463256836, + 0.9999976754188538, + 0.9999912977218628, + 0.9999581575393677 + ], + "nudging": { + "0.001": [ + -0.03518236428499222, + -0.019823763519525528, + -0.009707804769277573, + -0.004611268639564514 + ], + "0.003": [ + -0.09652796387672424, + -0.05666226148605347, + -0.028457924723625183, + -0.013685199432075024 + ], + "0.01": [ + -0.2336917370557785, + -0.1588592678308487, + -0.0874030739068985, + -0.04391264170408249 + ] + } + } + }, + "dfa": { + "log": { + "train_loss": [ + 2.2411655475616454, + 1.4526173705101013, + 0.8525485153198242, + 0.6137924177646636, + 0.5145371016025543, + 0.446749422454834, + 0.4214886118412018, + 0.4195548385620117, + 0.4367940719604492, + 0.4271266968727112, + 0.4506368330955505, + 0.431544850730896, + 0.47056838960647585, + 0.4950884919166565, + 0.46457617955207825, + 0.44138867642879487, + 0.46890158281326294, + 0.5305374766528607, + 0.473049675154686, + 0.5022008052349091, + 0.5181013618469238, + 0.5725814378738403, + 0.6426745875835419, + 0.5557390186309814, + 0.5579349591135979, + 0.5740194640159607, + 0.5308336600065231, + 0.5652545422554016, + 0.5799481949329376, + 0.5444272952079773, + 0.6203189346969128, + 0.5797858777523041, + 0.5540922529220581, + 0.6830843738555908, + 0.615204192352295, + 0.5617164747238159, + 0.5623749876022339, + 0.6315483769670129, + 0.5285355776786804, + 0.5771580843925476, + 0.5868863337516784, + 0.5256145215988159, + 0.5623120756149292, + 0.5721551623344422, + 0.5184764307022095, + 0.5232071911811829, + 0.5361109107017518, + 0.5600172671496868, + 0.4889044641494751, + 0.5039423065185547, + 0.48181177968978883, + 0.5018940591812133, + 0.5007769202709198, + 0.48498369932174684, + 0.49861330699920653, + 0.50194164686203, + 0.5412097283363342, + 0.4756260334253311, + 0.45754834973812103, + 0.44795829181671143, + 0.4544060218811035, + 0.44153900299072263, + 0.45146822926998137, + 0.4521883423805237, + 0.4729661870479584, + 0.4337798559188843, + 0.43757696523666384, + 0.42876729426383975, + 0.4239328568458557, + 0.42891270719766617, + 0.4150575352668762, + 0.41506909675598147, + 0.41555006608963013, + 0.41147264165878294, + 0.4131491298675537, + 0.41100745553970336, + 0.40833550534248353, + 0.4068710644721985, + 0.4059945067882538, + 0.40573364531993866 + ], + "train_acc": [ + 0.186, + 0.5098, + 0.6861, + 0.7694, + 0.803, + 0.8305, + 0.8387, + 0.8401, + 0.8367, + 0.8391, + 0.836, + 0.8406, + 0.8345, + 0.8287, + 0.837, + 0.8435, + 0.8413, + 0.8283, + 0.8436, + 0.8394, + 0.8373, + 0.822, + 0.8238, + 0.8295, + 0.8343, + 0.8312, + 0.8379, + 0.8308, + 0.83, + 0.8388, + 0.8251, + 0.836, + 0.8379, + 0.8196, + 0.8331, + 0.8437, + 0.8403, + 0.8265, + 0.8473, + 0.8364, + 0.8374, + 0.8477, + 0.8394, + 0.8473, + 0.8507, + 0.8521, + 0.8455, + 0.8448, + 0.8579, + 0.8505, + 0.8592, + 0.8549, + 0.8576, + 0.8598, + 0.8569, + 0.8518, + 0.8476, + 0.8597, + 0.8621, + 0.8677, + 0.8657, + 0.8661, + 0.8651, + 0.8658, + 0.8604, + 0.8685, + 0.8672, + 0.8697, + 0.8726, + 0.8692, + 0.8725, + 0.8752, + 0.8726, + 0.8731, + 0.8738, + 0.8747, + 0.874, + 0.8756, + 0.8752, + 0.8756 + ], + "test_acc": [ + 0.355, + 0.613, + 0.726, + 0.765, + 0.7915, + 0.7945, + 0.796, + 0.8035, + 0.7775, + 0.7815, + 0.7895, + 0.779, + 0.768, + 0.7545, + 0.7975, + 0.8, + 0.781, + 0.7915, + 0.799, + 0.783, + 0.7645, + 0.775, + 0.792, + 0.783, + 0.786, + 0.7715, + 0.7735, + 0.772, + 0.7965, + 0.756, + 0.761, + 0.801, + 0.735, + 0.7755, + 0.7805, + 0.794, + 0.7575, + 0.7605, + 0.7725, + 0.783, + 0.793, + 0.786, + 0.794, + 0.788, + 0.7975, + 0.784, + 0.7785, + 0.8035, + 0.8, + 0.808, + 0.797, + 0.799, + 0.795, + 0.793, + 0.806, + 0.7975, + 0.8075, + 0.793, + 0.8045, + 0.8165, + 0.809, + 0.816, + 0.815, + 0.81, + 0.808, + 0.8165, + 0.809, + 0.8195, + 0.8135, + 0.812, + 0.817, + 0.8165, + 0.816, + 0.8175, + 0.814, + 0.8165, + 0.817, + 0.817, + 0.8175, + 0.817 + ] + }, + "diagnostics": { + "bp_cosine": [ + -0.010789386928081512, + 0.08449429273605347, + 0.10027095675468445, + 0.1133105605840683 + ], + "perturbation_rho": [ + -0.022197294980287552, + 0.02167895808815956, + 0.18905602395534515, + 0.18277563154697418 + ], + "nudging": { + "0.001": [ + -8.850065933074802e-05, + -0.0005693648708984256, + -0.00039813597686588764, + -0.00038892755401320755 + ], + "0.003": [ + -0.000241757370531559, + -0.0017084539867937565, + -0.00119449058547616, + -0.0011681977193802595 + ], + "0.01": [ + -0.0005262043559923768, + -0.005684657022356987, + -0.003974507562816143, + -0.0038818921893835068 + ] + } + } + }, + "state_bridge": { + "log": { + "train_loss": [ + 1.8605559646606444, + 0.8181579312324524, + 0.4888786570072174, + 0.46094297194480893, + 0.5146874758720398, + 0.5756171208381653, + 0.6119997030258179, + 0.631787965297699, + 0.6700198846817017, + 0.7132655641555786, + 0.7236264010429382, + 0.7378828598022461, + 0.7261418657302856, + 0.727296348953247, + 0.7321721215248108, + 0.736586001586914, + 0.7621609721183776, + 0.763503788948059, + 0.7666075186729431, + 0.7711701553344726, + 0.7736121963500977, + 0.7452512830734253, + 0.7567199333190918, + 0.7540113342285156, + 0.7480614219665528, + 0.735906481552124, + 0.7370582301139832, + 0.6966712136268616, + 0.6802552005767822, + 0.6610010339736938, + 0.6873619891166687, + 0.6534000772476196, + 0.6929481398582459, + 0.6387723390579224, + 0.6156042585372925, + 0.6434125867843627, + 0.6252378331184387, + 0.6347130266189576, + 0.6249235614776611, + 0.6330950705289841, + 0.5946530082702637, + 0.6063001970291138, + 0.622239726114273, + 0.6078498930931091, + 0.5940731934547424, + 0.5847301836967468, + 0.5914536945343017, + 0.5992654499053955, + 0.5896003244400024, + 0.5899710475921631, + 0.5955881645202636, + 0.5772649069786072, + 0.579361309337616, + 0.5728494137763978, + 0.5764807563781739, + 0.5744461917877197, + 0.5702900684833526, + 0.577054048538208, + 0.5672821633338928, + 0.5654981985330582, + 0.5666977419853211, + 0.5643723483085632, + 0.5685850902557373, + 0.5597343187332153, + 0.5564246373176575, + 0.5545753452301025, + 0.5560362690925598, + 0.5581320198059082, + 0.547701037311554, + 0.5481671844482422, + 0.5475796377182007, + 0.5468229295730591, + 0.5432382588863373, + 0.5421132974624634, + 0.541416937828064, + 0.5409614672660827, + 0.5399176012039184, + 0.5391464573860169, + 0.5387552119731903, + 0.5384695112228394 + ], + "train_acc": [ + 0.3368, + 0.698, + 0.8163, + 0.8254, + 0.8097, + 0.7944, + 0.7835, + 0.7788, + 0.7649, + 0.7552, + 0.7385, + 0.7349, + 0.7359, + 0.7379, + 0.7343, + 0.7369, + 0.7296, + 0.7292, + 0.7336, + 0.7291, + 0.7343, + 0.7384, + 0.7402, + 0.7364, + 0.7392, + 0.7441, + 0.7439, + 0.7548, + 0.7638, + 0.77, + 0.7606, + 0.7728, + 0.7621, + 0.7791, + 0.7881, + 0.7784, + 0.7809, + 0.7789, + 0.7816, + 0.7812, + 0.7897, + 0.7883, + 0.7816, + 0.7874, + 0.7903, + 0.7956, + 0.791, + 0.788, + 0.7929, + 0.7935, + 0.7895, + 0.7969, + 0.7941, + 0.7975, + 0.7985, + 0.7961, + 0.8005, + 0.7976, + 0.8006, + 0.7995, + 0.7997, + 0.8015, + 0.8009, + 0.8023, + 0.8038, + 0.8063, + 0.8055, + 0.8068, + 0.8086, + 0.8086, + 0.8099, + 0.8084, + 0.812, + 0.8089, + 0.8106, + 0.8101, + 0.8105, + 0.813, + 0.8116, + 0.8115 + ], + "test_acc": [ + 0.5775, + 0.758, + 0.8025, + 0.7935, + 0.784, + 0.77, + 0.7645, + 0.749, + 0.7345, + 0.7205, + 0.7075, + 0.712, + 0.7105, + 0.716, + 0.7255, + 0.706, + 0.693, + 0.6855, + 0.716, + 0.719, + 0.716, + 0.7045, + 0.7215, + 0.705, + 0.7195, + 0.6925, + 0.7125, + 0.711, + 0.7125, + 0.7145, + 0.747, + 0.7325, + 0.7205, + 0.7515, + 0.7295, + 0.7535, + 0.7225, + 0.7535, + 0.739, + 0.7455, + 0.7515, + 0.7435, + 0.749, + 0.7635, + 0.755, + 0.7415, + 0.755, + 0.752, + 0.7465, + 0.7605, + 0.759, + 0.745, + 0.7625, + 0.748, + 0.7625, + 0.7665, + 0.7555, + 0.754, + 0.767, + 0.759, + 0.76, + 0.761, + 0.7705, + 0.765, + 0.7645, + 0.76, + 0.765, + 0.773, + 0.7705, + 0.7675, + 0.771, + 0.769, + 0.7705, + 0.764, + 0.767, + 0.766, + 0.7675, + 0.768, + 0.7675, + 0.7675 + ], + "state_pred_error": [ + 0.7528388725280761, + 0.2578148658514023, + 0.16944917948246002, + 0.15115742516517638, + 0.14653776726722717, + 0.1493137075185776, + 0.15279092507362366, + 0.1516626188278198, + 0.14644639718532562, + 0.1432818317890167, + 0.1341671544909477, + 0.12109726746082305, + 0.10874035103321075, + 0.09516428833007813, + 0.08291223795413971, + 0.0741053925871849, + 0.06677378851175308, + 0.05990288783311844, + 0.05339719951748848, + 0.047321006536483766, + 0.04257492316961289, + 0.039824042534828186, + 0.03776356348991394, + 0.03543094688653946, + 0.03290540891289711, + 0.030680635172128677, + 0.029502621805667876, + 0.028691610008478165, + 0.028108215525746345, + 0.02795259121656418, + 0.02805232812166214, + 0.028190095496177674, + 0.02814672722220421, + 0.028008159649372102, + 0.027467489010095596, + 0.02668677789568901, + 0.026043729621171952, + 0.025943757286667823, + 0.024753411382436752, + 0.024162132585048676, + 0.023421377569437025, + 0.022592406967282295, + 0.021806583201885225, + 0.020894898462295534, + 0.021760780826210975, + 0.01970126095712185, + 0.018973005139827727, + 0.018254657858610152, + 0.01774941844791174, + 0.017085333578288554, + 0.01667745073735714, + 0.015917856815457345, + 0.015461402994394302, + 0.015105176398158074, + 0.014731700393557548, + 0.014277263483405113, + 0.014336085096001625, + 0.013835087125003339, + 0.013015667875111103, + 0.012977058197557926, + 0.012411148184537887, + 0.012218371331691742, + 0.011917488634586334, + 0.011587343527376651, + 0.011386518168449402, + 0.010996050210297108, + 0.011000375728309154, + 0.01093198662251234, + 0.010665439885854722, + 0.010713081985712051, + 0.010309466387331486, + 0.009999687269330025, + 0.00984979961514473, + 0.00978974297195673, + 0.009679957465827465, + 0.009439942936599255, + 0.009190370073914527, + 0.009009707018733024, + 0.008934175878763198, + 0.008844223669171333 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.8223247528076172, + 0.5256583094596863, + 0.17289233207702637, + 0.1550998091697693 + ], + "perturbation_rho": [ + 0.7023045420646667, + 0.4341009259223938, + 0.10907860845327377, + 0.14972183108329773 + ], + "nudging": { + "0.001": [ + -0.02259308099746704, + -0.0022590490989387035, + -0.0004881378263235092, + -0.00040942247142083943 + ], + "0.003": [ + -0.06565646827220917, + -0.00675535574555397, + -0.0014629701618105173, + -0.0012272088788449764 + ], + "0.01": [ + -0.19577056169509888, + -0.022263746708631516, + -0.004863455425947905, + -0.0040816450491547585 + ] + }, + "state_pred_error_per_layer": [ + 6500.04248046875, + 2179.638671875, + 1695.392333984375, + 1466.414306640625 + ] + } + }, + "credit_bridge": { + "log": { + "train_loss": [ + 2.2343986097335815, + 1.453624027633667, + 0.8504115339279175, + 0.615304591178894, + 0.5090120125770569, + 0.45330931091308596, + 0.43282444887161253, + 0.43574942698478697, + 0.4284877701282501, + 0.43351908864974975, + 0.4202498661994934, + 0.4424209837436676, + 0.4577544458389282, + 0.492310822057724, + 0.48694960260391235, + 0.48417129316329954, + 0.4986941133260727, + 0.4728296154022217, + 0.5724463475704193, + 0.5595875578403473, + 0.532526982831955, + 0.5746327924728394, + 0.7126660821914673, + 0.7370420686721801, + 0.7313992212295533, + 0.7004754811286926, + 0.6956765615463257, + 0.7959447092533112, + 0.7934829597473144, + 0.856204462814331, + 0.8262276921272278, + 0.9044902267456054, + 0.8700028440475464, + 0.9274394365310669, + 0.9137028537750244, + 0.8890384769439698, + 1.0017674032211303, + 0.9142154163360595, + 0.9766313817024231, + 0.9468437704086303, + 0.9564611262321472, + 0.9481983922958374, + 0.985984567451477, + 0.9648167610168457, + 0.9928602050304413, + 0.9667063350677491, + 1.0476517265319825, + 1.0296577951431274, + 1.0196615926742554, + 0.9884319522857666, + 0.9943711001396179, + 0.996761853981018, + 0.9902983669281006, + 1.0116610792160035, + 0.9913013689041138, + 1.0162655168533326, + 0.9909055713653564, + 0.9940459415435791, + 0.9812287101745606, + 0.990528486442566, + 0.9934272569656372, + 0.9935013324737548, + 0.9953188559532166, + 0.9872588449478149, + 0.9923500513076782, + 0.9922672483444214, + 0.9931164207458496, + 0.985268419933319, + 0.9802879577636718, + 0.9865230370521545, + 0.9794404148101806, + 0.9768617332458496, + 0.9763567300796508, + 0.9761575534820557, + 0.974729040145874, + 0.972526121520996, + 0.9724656517028809, + 0.9720203231811524, + 0.9705313505172729, + 0.9701843170166016 + ], + "train_acc": [ + 0.1851, + 0.501, + 0.6924, + 0.7691, + 0.8101, + 0.8278, + 0.835, + 0.8321, + 0.838, + 0.8381, + 0.8452, + 0.8374, + 0.8368, + 0.8319, + 0.8298, + 0.8348, + 0.8353, + 0.8419, + 0.8244, + 0.8207, + 0.8248, + 0.8189, + 0.7836, + 0.7768, + 0.7709, + 0.7698, + 0.7677, + 0.7396, + 0.7351, + 0.7219, + 0.7224, + 0.7057, + 0.7025, + 0.6881, + 0.6911, + 0.6874, + 0.6617, + 0.6805, + 0.6654, + 0.67, + 0.6657, + 0.6666, + 0.6567, + 0.6515, + 0.6552, + 0.6553, + 0.6316, + 0.6448, + 0.6405, + 0.6466, + 0.6417, + 0.6463, + 0.643, + 0.6361, + 0.6427, + 0.6356, + 0.6455, + 0.645, + 0.6491, + 0.6414, + 0.642, + 0.6422, + 0.6438, + 0.6421, + 0.6378, + 0.6408, + 0.6401, + 0.6414, + 0.6434, + 0.6414, + 0.6442, + 0.6453, + 0.6441, + 0.646, + 0.6456, + 0.6434, + 0.645, + 0.6472, + 0.647, + 0.646 + ], + "test_acc": [ + 0.3695, + 0.6125, + 0.732, + 0.772, + 0.7855, + 0.7905, + 0.787, + 0.7925, + 0.798, + 0.802, + 0.7885, + 0.7805, + 0.7755, + 0.7785, + 0.779, + 0.7655, + 0.787, + 0.791, + 0.767, + 0.7695, + 0.767, + 0.707, + 0.7315, + 0.727, + 0.727, + 0.743, + 0.664, + 0.644, + 0.649, + 0.679, + 0.6495, + 0.651, + 0.6245, + 0.6465, + 0.6635, + 0.5545, + 0.6445, + 0.629, + 0.6125, + 0.6, + 0.6175, + 0.6225, + 0.59, + 0.5935, + 0.622, + 0.609, + 0.5955, + 0.5945, + 0.605, + 0.6335, + 0.5985, + 0.618, + 0.6125, + 0.615, + 0.612, + 0.626, + 0.6145, + 0.6215, + 0.622, + 0.614, + 0.6205, + 0.6205, + 0.619, + 0.6145, + 0.617, + 0.616, + 0.612, + 0.624, + 0.614, + 0.6145, + 0.6135, + 0.6175, + 0.6185, + 0.617, + 0.621, + 0.6165, + 0.6175, + 0.6165, + 0.615, + 0.617 + ], + "value_loss": [ + 3.023894792175293, + 0.8986896438598633, + 0.7798821739196777, + 0.6909401836395264, + 0.5764653768539428, + 0.5349095309972763, + 0.5056781127929687, + 0.5260066257476806, + 0.5290905786275863, + 0.5714910756111145, + 0.593832552909851, + 0.6378607465744018, + 0.7068720542907715, + 0.812154634809494, + 0.8033107622146607, + 0.8015370043754577, + 0.9214076406240463, + 0.7881726276397705, + 1.2114888192653657, + 1.0848007547855376, + 0.8881485988616943, + 1.0654814292907715, + 1.5107799823760986, + 1.4600254564762116, + 1.2796008218765258, + 1.135435813999176, + 0.9691264488220215, + 1.1726920662879945, + 1.129703632736206, + 1.1240834852218629, + 1.0206818098068238, + 1.0843358610153198, + 0.8683985090255737, + 0.9091012100219726, + 0.8982777906417847, + 0.740005069732666, + 0.9086256595611573, + 0.7258960815429687, + 0.8782961148262024, + 0.6398888462066651, + 0.7080119153976441, + 0.6535386414527893, + 0.6868848449230194, + 0.6373141875267029, + 0.6819823276519775, + 0.6544397377014161, + 0.8417046590805054, + 0.6846742402076721, + 0.6666352437019348, + 0.5878526174545288, + 0.5703939646720886, + 0.6319679483890533, + 0.5580304244041443, + 0.5517775423049927, + 0.5550727502822876, + 0.5422627649307251, + 0.526749885725975, + 0.5252036747217178, + 0.4967438272476196, + 0.5272078440189362, + 0.5113776790618897, + 0.5110072200298309, + 0.5037453308582306, + 0.501118311882019, + 0.48052791557312013, + 0.491667214345932, + 0.4838150468826294, + 0.4674044004917145, + 0.4652326403617859, + 0.45715550484657286, + 0.47330021438598635, + 0.45846579232215884, + 0.4664739728450775, + 0.4596080785751343, + 0.44709101357460024, + 0.5086768847942352, + 0.44456540699005126, + 0.4510745820999146, + 0.4489506968975067, + 0.4424677228450775 + ], + "term_loss": [ + 1.7427010470867157, + 0.48208142280578614, + 0.5679618017196655, + 0.5195615575790405, + 0.41694380503892897, + 0.37342323462963106, + 0.3461394340753555, + 0.3736634975910187, + 0.38409003803730013, + 0.424897181892395, + 0.4506664439201355, + 0.4885968829154968, + 0.5525542941093445, + 0.6469054134488106, + 0.6400146143913269, + 0.6403206890821457, + 0.7548702710151672, + 0.6292312892913818, + 1.030323140335083, + 0.8977560731410981, + 0.7063375649988651, + 0.8753381670951843, + 1.2645243648529052, + 1.2143967106819153, + 1.0314008697509767, + 0.8851956583857536, + 0.7202553007125855, + 0.8874784625053406, + 0.8458867080688477, + 0.8219177357673645, + 0.7048627055644989, + 0.7606868861675262, + 0.554924451828003, + 0.5762491623401642, + 0.5633525419235229, + 0.4294536910057068, + 0.5648997817039489, + 0.4093684819459915, + 0.5367715572834015, + 0.31539287347793576, + 0.3760087685585022, + 0.3255245527982712, + 0.35008056272268295, + 0.30248967091441153, + 0.3320766371250153, + 0.3127023727416992, + 0.46781888790130616, + 0.32705182971954344, + 0.3015207302093506, + 0.23376340117454528, + 0.2302341274499893, + 0.28476220836639404, + 0.21570249412059783, + 0.2140086658477783, + 0.2207069280743599, + 0.2051979726791382, + 0.19757021386027337, + 0.19944336045682431, + 0.1797251489162445, + 0.19338219695091247, + 0.1890155040860176, + 0.19045120375156402, + 0.17334317658543585, + 0.17656912994384766, + 0.15950183691978453, + 0.1694078619301319, + 0.16317301561832429, + 0.1491153277337551, + 0.14835610117912293, + 0.1391140363395214, + 0.15004074268341064, + 0.14137677636146545, + 0.14710547543764113, + 0.14120989878177642, + 0.13093972239494323, + 0.17345181898772716, + 0.12735800666809083, + 0.12920580761432648, + 0.12803946260213853, + 0.12383701201379299 + ], + "bridge_loss": [ + 0.9911150374100427, + 0.14225238285660743, + 0.01897906306087971, + 0.008157095196843147, + 0.016066196286678314, + 0.026334887421131135, + 0.025152397060394287, + 0.013772669732570648, + 0.009419957700371743, + 0.009206166239082813, + 0.009388158424198628, + 0.01007876497283578, + 0.010257267847657204, + 0.013791960202157498, + 0.015348700781166553, + 0.012856689554452896, + 0.018292034401744605, + 0.017754782377555966, + 0.020485600554943084, + 0.024397531032562255, + 0.022133925661444665, + 0.024291416144371032, + 0.04369710162878036, + 0.03945274412930012, + 0.040382358980178834, + 0.04041987403035164, + 0.035525544452667236, + 0.045289935863018035, + 0.04489333842992783, + 0.04701487867832184, + 0.06372669532299041, + 0.053910273158550265, + 0.04901574258804321, + 0.049852415746450426, + 0.05743934147357941, + 0.03363188169002533, + 0.04151349928379059, + 0.03473072373867035, + 0.05004978265017271, + 0.037063263088464735, + 0.03867579575777054, + 0.03736003184020519, + 0.03446328945159912, + 0.038409869611263275, + 0.04414601467847824, + 0.04355271501541138, + 0.058919631719589236, + 0.04385834427475929, + 0.05479392580688, + 0.0494567804440856, + 0.03416308156847954, + 0.04137864155471325, + 0.037130875611305236, + 0.02873442330956459, + 0.03029374772310257, + 0.02444745374917984, + 0.02370999895334244, + 0.022537667311728002, + 0.018014887282252312, + 0.03064262791275978, + 0.0187765949845314, + 0.017979868005216122, + 0.02728003891259432, + 0.02337435365319252, + 0.018309101203083992, + 0.020601727521419526, + 0.019028106117248537, + 0.01750932685434818, + 0.01801943519115448, + 0.017622895017266275, + 0.025175228443741798, + 0.019320746524631977, + 0.022181396812200545, + 0.021180605521798134, + 0.019371255433559418, + 0.03914435167312622, + 0.02086639016866684, + 0.025725779765844344, + 0.025558402460813524, + 0.02319883658438921 + ], + "tgrad_loss": [ + 0.29007866830825807, + 0.2743558446407318, + 0.19294130930900574, + 0.16322152862548828, + 0.14345537494421004, + 0.1351514089345932, + 0.13438627982139587, + 0.13857046403884887, + 0.13558058288097383, + 0.13738772497177124, + 0.13377795510292054, + 0.13918509731292725, + 0.1440604922056198, + 0.15145726749897004, + 0.14794744772911073, + 0.14835962448120119, + 0.14824533681869506, + 0.14118656301498414, + 0.16068009790182114, + 0.16264715282917022, + 0.15967711250782013, + 0.16585184245109558, + 0.2025585355758667, + 0.20617600531578065, + 0.20781758627891542, + 0.20982027254104615, + 0.21334560272693634, + 0.2399236711025238, + 0.23892358722686768, + 0.2551508683681488, + 0.252092413854599, + 0.2697386896133423, + 0.26445830760002137, + 0.28299963884353635, + 0.27748590664863587, + 0.27691949067115784, + 0.30221237459182737, + 0.2817968795776367, + 0.2914747746706009, + 0.2874327032566071, + 0.2933273449897766, + 0.2906540577888489, + 0.3023409938812256, + 0.29641464624404906, + 0.3057596742391586, + 0.2981846487045288, + 0.3149661375999451, + 0.31376406354904174, + 0.31032058653831485, + 0.3046324390411377, + 0.30599675626754763, + 0.3058270953178406, + 0.3051970504760742, + 0.30903445119857786, + 0.3040720769882202, + 0.3126173446655273, + 0.3054696724653244, + 0.3032226475715637, + 0.29900379276275635, + 0.3031830202102661, + 0.3035855787754059, + 0.3025761491298676, + 0.3031221126079559, + 0.30117482986450195, + 0.3027169793128967, + 0.3016576295852661, + 0.3016139295578003, + 0.30077974333763124, + 0.2988571047782898, + 0.30041857199668887, + 0.29808423919677735, + 0.297768265581131, + 0.29718710403442383, + 0.29721757326126097, + 0.29678003549575804, + 0.29608071341514586, + 0.2963410082817078, + 0.29614299502372743, + 0.29535283389091493, + 0.29543187527656556 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.0613640733063221, + 0.23986753821372986, + 0.24101567268371582, + 0.25395530462265015 + ], + "perturbation_rho": [ + 0.07897584140300751, + 0.3258228003978729, + 0.35056060552597046, + 0.3584677577018738 + ], + "nudging": { + "0.001": [ + -0.0019706960301846266, + -0.0017678625881671906, + -0.0016834724228829145, + -0.0017289909301325679 + ], + "0.003": [ + -0.005873056128621101, + -0.0052978526800870895, + -0.005045462399721146, + -0.005181802436709404 + ], + "0.01": [ + -0.019116222858428955, + -0.01759088784456253, + -0.016751645132899284, + -0.017206376418471336 + ] + } + } + } +}
\ No newline at end of file |