diff options
Diffstat (limited to 'results/synth_ladder_v2_lo/synth_a0.25_L2_s456.json')
| -rw-r--r-- | results/synth_ladder_v2_lo/synth_a0.25_L2_s456.json | 1512 |
1 files changed, 1512 insertions, 0 deletions
diff --git a/results/synth_ladder_v2_lo/synth_a0.25_L2_s456.json b/results/synth_ladder_v2_lo/synth_a0.25_L2_s456.json new file mode 100644 index 0000000..57e685b --- /dev/null +++ b/results/synth_ladder_v2_lo/synth_a0.25_L2_s456.json @@ -0,0 +1,1512 @@ +{ + "bp": { + "log": { + "train_loss": [ + 1.8000983072280883, + 0.8553262281417847, + 0.4930526713371277, + 0.3784203895568848, + 0.3197663818836212, + 0.29053169984817506, + 0.26875064196586607, + 0.25987493658065797, + 0.23892381181716918, + 0.22869952754974365, + 0.22458118422031403, + 0.21209806804656983, + 0.20757287468910218, + 0.19907629506587982, + 0.20321457154750824, + 0.18708656415939331, + 0.17637303404808044, + 0.1847076560974121, + 0.17682335205078126, + 0.187822900390625, + 0.18293290028572082, + 0.18654212374687196, + 0.17292806282043457, + 0.18349194377660752, + 0.1571652352333069, + 0.16827380738258363, + 0.15997591190338134, + 0.1580581651687622, + 0.14601466226577758, + 0.14226590123176575, + 0.14564169149398803, + 0.15921205137968064, + 0.13405996446609497, + 0.13091181358098983, + 0.12752190665006638, + 0.12275864148139953, + 0.1250006089925766, + 0.11982801494598389, + 0.12906549286842345, + 0.12449447993934154, + 0.11429075312614441, + 0.1164977291584015, + 0.11286599822044373, + 0.10972460707426071, + 0.10615357451438903, + 0.10912412519454956, + 0.1058990234375, + 0.10500219140052795, + 0.10486637511253356, + 0.10353950891494751, + 0.09869744987487793, + 0.09981467643976212, + 0.09713814241886139, + 0.09420502263009548, + 0.09280058851242065, + 0.0938924689769745, + 0.0941491194486618, + 0.09126792776584625, + 0.08973681110143661, + 0.08885353000164031, + 0.08794978060722351, + 0.08694391140937806, + 0.08604433858394622, + 0.0855510621547699, + 0.08556988172531128, + 0.08505082764625549, + 0.08439020845592021, + 0.08360161371231078, + 0.08313429535627365, + 0.08274500939846038, + 0.08240846571028232, + 0.08203878502845764, + 0.08169064269661903, + 0.08140706999301911, + 0.0811797592163086, + 0.08097635807991029, + 0.08089512157440186, + 0.08077903534770012, + 0.08070964171886444, + 0.08066833609938621 + ], + "train_acc": [ + 0.3997, + 0.7677, + 0.8688, + 0.8872, + 0.8985, + 0.9015, + 0.9094, + 0.9081, + 0.9159, + 0.9185, + 0.9183, + 0.9231, + 0.9244, + 0.9284, + 0.9244, + 0.9341, + 0.9376, + 0.932, + 0.9358, + 0.9307, + 0.9297, + 0.9255, + 0.9352, + 0.9308, + 0.9436, + 0.9367, + 0.9393, + 0.9413, + 0.9498, + 0.9492, + 0.9497, + 0.9404, + 0.9532, + 0.9557, + 0.9587, + 0.962, + 0.9591, + 0.9608, + 0.9572, + 0.9563, + 0.9638, + 0.9611, + 0.9661, + 0.9671, + 0.9679, + 0.9665, + 0.9689, + 0.9706, + 0.9675, + 0.9704, + 0.9741, + 0.9719, + 0.9733, + 0.9754, + 0.9772, + 0.9747, + 0.9759, + 0.9778, + 0.9787, + 0.9779, + 0.9799, + 0.9802, + 0.981, + 0.9812, + 0.9805, + 0.9816, + 0.9819, + 0.9817, + 0.9821, + 0.9823, + 0.9822, + 0.9832, + 0.9832, + 0.9834, + 0.9835, + 0.9838, + 0.9832, + 0.9833, + 0.9833, + 0.9833 + ], + "test_acc": [ + 0.658, + 0.831, + 0.867, + 0.8755, + 0.878, + 0.875, + 0.885, + 0.886, + 0.8885, + 0.8915, + 0.8895, + 0.886, + 0.8885, + 0.8965, + 0.8935, + 0.887, + 0.9, + 0.898, + 0.902, + 0.8875, + 0.8975, + 0.894, + 0.8955, + 0.894, + 0.904, + 0.9, + 0.8975, + 0.896, + 0.9055, + 0.903, + 0.8995, + 0.9035, + 0.9055, + 0.8975, + 0.905, + 0.9045, + 0.903, + 0.908, + 0.9045, + 0.9115, + 0.9075, + 0.906, + 0.91, + 0.912, + 0.9145, + 0.909, + 0.9145, + 0.915, + 0.914, + 0.9095, + 0.913, + 0.909, + 0.912, + 0.915, + 0.9135, + 0.912, + 0.9125, + 0.915, + 0.9125, + 0.916, + 0.9135, + 0.912, + 0.9135, + 0.9145, + 0.914, + 0.913, + 0.914, + 0.9135, + 0.9125, + 0.9125, + 0.912, + 0.912, + 0.9135, + 0.913, + 0.913, + 0.9135, + 0.914, + 0.914, + 0.914, + 0.914 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.8855119943618774, + 0.8700143098831177 + ], + "perturbation_rho": [ + 0.9999988079071045, + 0.9999958276748657 + ], + "nudging": { + "0.001": [ + -0.025924552232027054, + -0.009314566850662231 + ], + "0.003": [ + -0.06999024748802185, + -0.026958726346492767 + ], + "0.01": [ + -0.16111940145492554, + -0.07906024903059006 + ] + } + } + }, + "dfa": { + "log": { + "train_loss": [ + 2.283660962677002, + 1.585267567062378, + 0.9385803462982177, + 0.6367190747261048, + 0.49448280506134035, + 0.4259012367725372, + 0.39124873666763305, + 0.38015281138420104, + 0.37522998003959657, + 0.3701688726902008, + 0.37803883278369904, + 0.39746112833023073, + 0.3802763431549072, + 0.3912481979370117, + 0.4047987679004669, + 0.4151992503881454, + 0.4170101192951202, + 0.42453424332141876, + 0.4173937663078308, + 0.43686163773536685, + 0.42365531826019287, + 0.42363426294326784, + 0.4208437828063965, + 0.4529822621464729, + 0.4070855083465576, + 0.4689378917694092, + 0.4634589358329773, + 0.4367367925167084, + 0.4250321800231934, + 0.4287016040802002, + 0.4584434572219849, + 0.44194866588115694, + 0.4174223184347153, + 0.44547443580627444, + 0.46664287486076356, + 0.4065489921808243, + 0.4331810564517975, + 0.42899156646728515, + 0.5209377204418182, + 0.4371390515804291, + 0.4179263119697571, + 0.40993842480182646, + 0.4559203372001648, + 0.40942260138988495, + 0.3948855718612671, + 0.4338044833183289, + 0.4061251772403717, + 0.4279718475818634, + 0.4087572427749634, + 0.4140715950973332, + 0.38019427223205565, + 0.4078751751422882, + 0.383210799074173, + 0.38765000307559966, + 0.37216824359893796, + 0.41562538146972655, + 0.382677834546566, + 0.3672296663284302, + 0.3730851769924164, + 0.3590498920440674, + 0.36640932368040086, + 0.35998264112472533, + 0.36020482025146483, + 0.35171630606651305, + 0.35406614532470704, + 0.35089321160316467, + 0.3469816573232412, + 0.34033540658950806, + 0.3445661533117294, + 0.34326147508621213, + 0.3389697380542755, + 0.3388423357963562, + 0.33665650494098665, + 0.33594908571243287, + 0.33628645095825194, + 0.3349286338806152, + 0.3339044927597046, + 0.3329299204826355, + 0.33245518345832825, + 0.3322625407218933 + ], + "train_acc": [ + 0.1556, + 0.4765, + 0.6797, + 0.7739, + 0.8177, + 0.8382, + 0.8504, + 0.8549, + 0.8578, + 0.8611, + 0.8564, + 0.8512, + 0.863, + 0.8611, + 0.8578, + 0.8551, + 0.8564, + 0.8549, + 0.8564, + 0.8552, + 0.8586, + 0.8599, + 0.8615, + 0.8542, + 0.861, + 0.8548, + 0.8554, + 0.8602, + 0.8653, + 0.8605, + 0.8558, + 0.8606, + 0.865, + 0.8578, + 0.8578, + 0.8691, + 0.8625, + 0.8631, + 0.8471, + 0.8608, + 0.8684, + 0.8681, + 0.8555, + 0.871, + 0.8725, + 0.8647, + 0.8679, + 0.8651, + 0.8667, + 0.8681, + 0.8756, + 0.867, + 0.8762, + 0.8754, + 0.8796, + 0.8686, + 0.8744, + 0.8788, + 0.878, + 0.8809, + 0.8807, + 0.8805, + 0.8801, + 0.8841, + 0.8834, + 0.8841, + 0.8849, + 0.8869, + 0.886, + 0.8853, + 0.8881, + 0.8862, + 0.8874, + 0.8873, + 0.8878, + 0.8885, + 0.8897, + 0.8895, + 0.8893, + 0.8889 + ], + "test_acc": [ + 0.3075, + 0.5895, + 0.7175, + 0.763, + 0.794, + 0.803, + 0.8195, + 0.8175, + 0.814, + 0.8145, + 0.8165, + 0.8235, + 0.8225, + 0.8215, + 0.815, + 0.8135, + 0.8255, + 0.817, + 0.817, + 0.8195, + 0.8075, + 0.8145, + 0.817, + 0.824, + 0.7985, + 0.8095, + 0.8085, + 0.819, + 0.8165, + 0.814, + 0.826, + 0.821, + 0.828, + 0.8205, + 0.829, + 0.8335, + 0.82, + 0.824, + 0.8205, + 0.8235, + 0.8255, + 0.8195, + 0.832, + 0.8435, + 0.8155, + 0.8275, + 0.827, + 0.8165, + 0.8215, + 0.833, + 0.83, + 0.8285, + 0.8345, + 0.827, + 0.8315, + 0.836, + 0.8335, + 0.8405, + 0.8355, + 0.836, + 0.8375, + 0.838, + 0.8395, + 0.836, + 0.841, + 0.8405, + 0.838, + 0.836, + 0.8385, + 0.8395, + 0.8355, + 0.839, + 0.841, + 0.838, + 0.841, + 0.8415, + 0.8415, + 0.842, + 0.842, + 0.842 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.015632983297109604, + 0.08371198177337646 + ], + "perturbation_rho": [ + -0.06864285469055176, + 0.1325663924217224 + ], + "nudging": { + "0.001": [ + -0.000759319169446826, + -0.0003429622738622129 + ], + "0.003": [ + -0.002224094932898879, + -0.0010281240101903677 + ], + "0.01": [ + -0.006782663054764271, + -0.003414375241845846 + ] + } + } + }, + "state_bridge": { + "log": { + "train_loss": [ + 2.0607079202651977, + 1.1337099237442017, + 0.647877628993988, + 0.4504327066421509, + 0.3940727692604065, + 0.3723359739303589, + 0.3689178777933121, + 0.3625231744766235, + 0.35998505368232725, + 0.35867741174697876, + 0.3579361547470093, + 0.35106793417930604, + 0.34446446766853334, + 0.3474297195911408, + 0.3416134696006775, + 0.345831178188324, + 0.3566520956993103, + 0.36237930603027346, + 0.3771623134613037, + 0.3816791586399078, + 0.39025780296325685, + 0.3933836591720581, + 0.4161139528751373, + 0.4057706892967224, + 0.3918828906059265, + 0.3976308813095093, + 0.3874743386268616, + 0.38788036189079284, + 0.3851133870601654, + 0.3756926311016083, + 0.3775329941749573, + 0.3970633387565613, + 0.4137820346355438, + 0.3905292279243469, + 0.40476176710128786, + 0.41149664545059206, + 0.4037230536460876, + 0.44066204071044923, + 0.41780310134887694, + 0.4295464913368225, + 0.42649631886482237, + 0.4284087491989136, + 0.4360576012611389, + 0.44457482340335847, + 0.4401917548656464, + 0.43505805568695066, + 0.44327515368461606, + 0.4325465172767639, + 0.43232013721466067, + 0.4275367980480194, + 0.427516703081131, + 0.4204970709323883, + 0.41822126712799074, + 0.4155596286773682, + 0.4231887112617493, + 0.4155136170387268, + 0.40704256649017334, + 0.40344800395965574, + 0.40768413548469545, + 0.4017280409812927, + 0.3982292408466339, + 0.39725692327022555, + 0.39136295738220217, + 0.3908126180648804, + 0.39189315357208254, + 0.3870381077766418, + 0.3879516251564026, + 0.3833280053138733, + 0.38215707620978356, + 0.3819090251922607, + 0.37943741810321807, + 0.3780518521785736, + 0.3775427331447601, + 0.37716020322442056, + 0.3760606771469116, + 0.37568101379871366, + 0.37528624348640444, + 0.3750066729545593, + 0.37472169427871704, + 0.37465501019954683 + ], + "train_acc": [ + 0.2642, + 0.6184, + 0.7763, + 0.8422, + 0.8529, + 0.8584, + 0.8561, + 0.8627, + 0.8625, + 0.8624, + 0.866, + 0.8646, + 0.8708, + 0.8681, + 0.8686, + 0.8658, + 0.8625, + 0.861, + 0.8542, + 0.8492, + 0.8519, + 0.849, + 0.8451, + 0.849, + 0.8487, + 0.8491, + 0.8527, + 0.853, + 0.8523, + 0.8552, + 0.8557, + 0.8487, + 0.8438, + 0.854, + 0.8489, + 0.849, + 0.8503, + 0.8455, + 0.8514, + 0.8453, + 0.8493, + 0.8484, + 0.8465, + 0.8434, + 0.8478, + 0.8538, + 0.8475, + 0.8494, + 0.8548, + 0.8534, + 0.8525, + 0.8562, + 0.8564, + 0.8563, + 0.8544, + 0.8563, + 0.8584, + 0.8601, + 0.8585, + 0.8604, + 0.8637, + 0.8612, + 0.8637, + 0.8637, + 0.8626, + 0.8657, + 0.8646, + 0.8662, + 0.8666, + 0.8676, + 0.8676, + 0.868, + 0.8692, + 0.8698, + 0.8692, + 0.8703, + 0.8696, + 0.8702, + 0.8703, + 0.87 + ], + "test_acc": [ + 0.514, + 0.7025, + 0.788, + 0.8215, + 0.826, + 0.8235, + 0.8205, + 0.824, + 0.824, + 0.8265, + 0.8285, + 0.8265, + 0.8315, + 0.832, + 0.8335, + 0.8255, + 0.8315, + 0.822, + 0.808, + 0.8155, + 0.8105, + 0.818, + 0.818, + 0.813, + 0.808, + 0.8085, + 0.813, + 0.811, + 0.811, + 0.81, + 0.8165, + 0.794, + 0.803, + 0.8115, + 0.7995, + 0.82, + 0.81, + 0.8005, + 0.798, + 0.806, + 0.806, + 0.815, + 0.809, + 0.806, + 0.807, + 0.8095, + 0.813, + 0.809, + 0.804, + 0.811, + 0.8095, + 0.804, + 0.8075, + 0.8085, + 0.8125, + 0.8055, + 0.8125, + 0.8085, + 0.812, + 0.8135, + 0.809, + 0.815, + 0.8085, + 0.8145, + 0.814, + 0.8155, + 0.816, + 0.8175, + 0.814, + 0.8135, + 0.817, + 0.8155, + 0.8155, + 0.8155, + 0.817, + 0.8175, + 0.8175, + 0.8175, + 0.817, + 0.817 + ], + "state_pred_error": [ + 0.7975846492767334, + 0.34740002810955045, + 0.20626533489227294, + 0.1688566227912903, + 0.14969556045532226, + 0.12686697702407837, + 0.10258943965435029, + 0.08248359158039092, + 0.06579203307628631, + 0.05322268953919411, + 0.043497616136074065, + 0.03624378236830234, + 0.03155959424376488, + 0.027837770199775697, + 0.025018838441371916, + 0.02305573586821556, + 0.021030399315059185, + 0.01895637398958206, + 0.01772472830414772, + 0.01661195346415043, + 0.01626126909852028, + 0.014910457614064216, + 0.014206837660074235, + 0.013685992537438869, + 0.012581391307711602, + 0.011982576858997345, + 0.011717106333374977, + 0.010968378871679306, + 0.010795737752318383, + 0.010089151945710181, + 0.009628403913974761, + 0.009443067149817944, + 0.00910616643279791, + 0.008941967545449734, + 0.00865904248803854, + 0.008406908518075943, + 0.008553840538859367, + 0.00796011516302824, + 0.007852698883414269, + 0.007530789855122566, + 0.007451776137948036, + 0.007600892862677574, + 0.007261194361746311, + 0.0070939825333654885, + 0.006930866247415543, + 0.0068556764483451845, + 0.0068909044548869135, + 0.006718636322021484, + 0.006451771011948586, + 0.0070287389852106575, + 0.006461447269469499, + 0.006300677789747715, + 0.006042939915508032, + 0.005973925769329071, + 0.005834758894145488, + 0.005728140544891357, + 0.005655132710933685, + 0.005581422328203916, + 0.005619841815531254, + 0.005785556498169899, + 0.005324072232097387, + 0.005209432889521122, + 0.005334047742933035, + 0.0049825638897717, + 0.004983069800212979, + 0.005002294857800007, + 0.004794969267398119, + 0.005065754823386669, + 0.004756338292360306, + 0.004534189984947443, + 0.004653947391360998, + 0.004516961539536715, + 0.004383903432264924, + 0.004468173056840896, + 0.004392227964103222, + 0.004369974558800459, + 0.00410505149140954, + 0.00409513374119997, + 0.004069356556236744, + 0.004237433210760355 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.9367842674255371, + 0.5052818059921265 + ], + "perturbation_rho": [ + 0.846778392791748, + 0.5373459458351135 + ], + "nudging": { + "0.001": [ + -0.028559191152453423, + -0.0038118986412882805 + ], + "0.003": [ + -0.08209788799285889, + -0.011376685462892056 + ], + "0.01": [ + -0.23458413779735565, + -0.037239424884319305 + ] + }, + "state_pred_error_per_layer": [ + 626.5816650390625, + 277.74237060546875 + ] + } + }, + "credit_bridge": { + "log": { + "train_loss": [ + 2.2841781162261965, + 1.5920361112594605, + 0.9420625007629394, + 0.6396594805717468, + 0.49837059326171873, + 0.4280559380531311, + 0.3917586740493774, + 0.3806812261581421, + 0.37738553323745727, + 0.3776072946548462, + 0.39090942087173464, + 0.3836580893516541, + 0.39848621730804445, + 0.39414596700668336, + 0.4033576976776123, + 0.3954726212978363, + 0.4113054138183594, + 0.43227349529266357, + 0.4576970805168152, + 0.4727818874359131, + 0.4911901863098145, + 0.5089909892082214, + 0.5091109822273254, + 0.5419316413879395, + 0.5682882654190063, + 0.5794619635105133, + 0.5945024296760559, + 0.575393883895874, + 0.6467625747680664, + 0.6348539002418518, + 0.6088227634429931, + 0.6139724615097046, + 0.6312180225372315, + 0.6856759313583374, + 0.7260684799194336, + 0.6503768898010254, + 0.660949840927124, + 0.6826682937622071, + 0.6994050893783569, + 0.6910303967475891, + 0.7174594877243042, + 0.7371259686946869, + 0.7537702695846558, + 0.7966553500175476, + 0.7427541831970215, + 0.7614833879470825, + 0.756250295829773, + 0.7880895990371705, + 0.7913369228363037, + 0.7729651657104493, + 0.7882836460113526, + 0.8180274720668793, + 0.7788889380455017, + 0.7948621809005737, + 0.7926133176803589, + 0.8024183307647705, + 0.8282989875793457, + 0.8377448230743408, + 0.8504006636619568, + 0.8477847335815429, + 0.8469767751693725, + 0.8446590083122253, + 0.8462727046012879, + 0.8549996006011963, + 0.8553122864723206, + 0.8556031386375427, + 0.854762883234024, + 0.8593242017745971, + 0.8556238237857818, + 0.8551858370780945, + 0.8575570917129517, + 0.8572792016983032, + 0.8553469423294068, + 0.8568584102630615, + 0.856532636642456, + 0.8546321733474731, + 0.8542901330947876, + 0.8537617067337037, + 0.8532746227264404, + 0.8529878778457641 + ], + "train_acc": [ + 0.1573, + 0.4756, + 0.6808, + 0.7749, + 0.8136, + 0.836, + 0.85, + 0.8511, + 0.8553, + 0.8572, + 0.8527, + 0.8593, + 0.8568, + 0.8573, + 0.8619, + 0.8616, + 0.8571, + 0.8516, + 0.8481, + 0.845, + 0.8362, + 0.8339, + 0.8298, + 0.8249, + 0.8137, + 0.8071, + 0.7982, + 0.8014, + 0.7849, + 0.7847, + 0.7893, + 0.7842, + 0.7828, + 0.7569, + 0.7527, + 0.7649, + 0.7617, + 0.7532, + 0.7476, + 0.7466, + 0.737, + 0.7329, + 0.7298, + 0.7183, + 0.7324, + 0.7276, + 0.7238, + 0.7159, + 0.7157, + 0.7208, + 0.7177, + 0.7101, + 0.7191, + 0.7112, + 0.7126, + 0.712, + 0.708, + 0.703, + 0.7009, + 0.6985, + 0.7014, + 0.6962, + 0.7016, + 0.6946, + 0.6952, + 0.6951, + 0.6993, + 0.6922, + 0.6964, + 0.6993, + 0.6947, + 0.6965, + 0.6976, + 0.6974, + 0.6963, + 0.6979, + 0.6976, + 0.6964, + 0.6969, + 0.6966 + ], + "test_acc": [ + 0.3095, + 0.579, + 0.7105, + 0.771, + 0.793, + 0.81, + 0.813, + 0.8145, + 0.811, + 0.8295, + 0.819, + 0.811, + 0.812, + 0.8205, + 0.8205, + 0.811, + 0.816, + 0.818, + 0.8055, + 0.8055, + 0.807, + 0.794, + 0.7805, + 0.7755, + 0.7695, + 0.773, + 0.763, + 0.741, + 0.7355, + 0.727, + 0.731, + 0.7175, + 0.6985, + 0.7145, + 0.7185, + 0.716, + 0.717, + 0.7085, + 0.699, + 0.695, + 0.697, + 0.687, + 0.701, + 0.692, + 0.6795, + 0.683, + 0.672, + 0.6625, + 0.691, + 0.682, + 0.6745, + 0.6805, + 0.67, + 0.6715, + 0.6805, + 0.6615, + 0.668, + 0.655, + 0.6685, + 0.6685, + 0.6745, + 0.665, + 0.666, + 0.671, + 0.6685, + 0.668, + 0.6685, + 0.6655, + 0.6655, + 0.666, + 0.6695, + 0.6655, + 0.6675, + 0.669, + 0.667, + 0.667, + 0.668, + 0.6685, + 0.6685, + 0.6685 + ], + "value_loss": [ + 3.183600161743164, + 0.7750385164260865, + 0.6228227703094482, + 0.5807541069030762, + 0.5056938434600831, + 0.48559383153915403, + 0.48110757327079773, + 0.49592300415039064, + 0.5289546810626984, + 0.5474359282016754, + 0.5586690468311309, + 0.5815468026161194, + 0.5854624471187592, + 0.6134045516014099, + 0.6397341026306153, + 0.5935072565078735, + 0.6474540725708008, + 0.7058132423877717, + 0.7731063194274902, + 0.7794260215759278, + 0.759508763885498, + 0.8077074721336365, + 0.7146338634490966, + 0.8551284119606019, + 0.8034313897132873, + 0.7595964660644531, + 0.7274619615554809, + 0.6701016593933106, + 0.7542770774841309, + 0.6366281832695008, + 0.5932489609718323, + 0.5439536237716674, + 0.5317693880081177, + 0.5851134353637696, + 0.6304749866485596, + 0.48910887274742126, + 0.48204327812194825, + 0.4742885886192322, + 0.5095871998548508, + 0.4672426800251007, + 0.4669731388092041, + 0.5084928925275802, + 0.4811704207420349, + 0.5370424214363099, + 0.4818318892478943, + 0.46692917881011964, + 0.4602645688056946, + 0.5055856050491333, + 0.47017913327217103, + 0.44230168209075926, + 0.4720217893600464, + 0.48523768539428713, + 0.4182536519050598, + 0.45286598148345947, + 0.4380767108917236, + 0.44022146463394163, + 0.4837879237651825, + 0.4790394123077393, + 0.49754595942497254, + 0.4781929668426514, + 0.47548961482048036, + 0.49705342779159545, + 0.46111058979034425, + 0.47314323959350585, + 0.471123362159729, + 0.4637605622768402, + 0.45161292238235473, + 0.4605647190570831, + 0.44299064745903016, + 0.43606283235549925, + 0.4616440633773804, + 0.4356783237457275, + 0.4435445850849152, + 0.4211894090652466, + 0.4348035490036011, + 0.43359944195747374, + 0.44066416525840757, + 0.41140582780838014, + 0.4257257164001465, + 0.4186974630832672 + ], + "term_loss": [ + 1.8026321507453917, + 0.3518428315162659, + 0.37675947713851926, + 0.38276648654937745, + 0.32057882099151613, + 0.3065270788550377, + 0.30243567395210263, + 0.32378246574401853, + 0.3653831358909607, + 0.38932991545200346, + 0.39687480373382567, + 0.42393954174518583, + 0.4242467020750046, + 0.4532722057342529, + 0.4773832442760467, + 0.4362155035972595, + 0.486022850227356, + 0.5338006882667542, + 0.5966757208347321, + 0.5939437051773071, + 0.5678820415496826, + 0.6060017887592316, + 0.5143427636623382, + 0.6467780996322632, + 0.5846465341091156, + 0.5283182467222214, + 0.4983976370334625, + 0.44641116333007813, + 0.5112490447998047, + 0.3977337556183338, + 0.3648644490003586, + 0.31504709310531614, + 0.30084985260963437, + 0.3288579341888428, + 0.3635549578666687, + 0.24613730195462705, + 0.23489424538612366, + 0.22370255022048952, + 0.25498708676695825, + 0.20941324164271355, + 0.20957557492256165, + 0.23416928594112396, + 0.21175098605155945, + 0.2531614188194275, + 0.20988761026859284, + 0.18880151594877242, + 0.18631615471839905, + 0.21227661232948303, + 0.18683922771811484, + 0.16496461772918702, + 0.1820032048225403, + 0.19443978843688964, + 0.1429014762878418, + 0.16745004987716675, + 0.1578450297355652, + 0.1553781552016735, + 0.18760945184230804, + 0.1851514247894287, + 0.20025430124998092, + 0.1819072727203369, + 0.17955903453826905, + 0.19871407819390297, + 0.16792754082679748, + 0.17481803393363954, + 0.17089381370544435, + 0.1689176040560007, + 0.15707939043045044, + 0.16704212747812272, + 0.1522603622496128, + 0.14507856206297876, + 0.1677186560511589, + 0.14509016184806825, + 0.1506106904104352, + 0.13293324483036995, + 0.14293194253444672, + 0.1427909223496914, + 0.14778699822425842, + 0.12496376402378083, + 0.13453806335926055, + 0.13192469900846482 + ], + "bridge_loss": [ + 1.086148412281787, + 0.1292816480755806, + 0.02697447990477085, + 0.008380569902062415, + 0.014730357018113135, + 0.02233964946269989, + 0.027988237404823302, + 0.023968446946144105, + 0.01585049637556076, + 0.011189098839461804, + 0.010882902494072914, + 0.010902717466652393, + 0.01232607362344861, + 0.013465753997862338, + 0.015195865526795388, + 0.014546262636780738, + 0.014874154400080443, + 0.01984240630865097, + 0.019618313241004944, + 0.024393686729669573, + 0.024060676431655884, + 0.029791050812602044, + 0.02654157394170761, + 0.028435604375600814, + 0.03134429958462715, + 0.038252703151106834, + 0.031379878085851666, + 0.02969111566543579, + 0.03346356704235077, + 0.029296788448095322, + 0.02688776364326477, + 0.024821505990624427, + 0.02414622390270233, + 0.029408053064346313, + 0.03269558168053627, + 0.02531407674998045, + 0.026356512427330017, + 0.023581733375787735, + 0.024556355768442156, + 0.027951345092058183, + 0.022370386198163034, + 0.03287668476700783, + 0.025288420939445496, + 0.031219502943754196, + 0.02888429069519043, + 0.030735591688752173, + 0.02735620730817318, + 0.03810946992039681, + 0.028575557655096055, + 0.02718697527050972, + 0.03519773906469345, + 0.028369852031767367, + 0.024919191813468935, + 0.02968004021644592, + 0.02626986500620842, + 0.02845469582825899, + 0.03466393163204193, + 0.03076643509864807, + 0.030355132931470873, + 0.030078389501571656, + 0.029866657304763795, + 0.03281264351382852, + 0.028423517215251923, + 0.030412553095817568, + 0.03361335833966732, + 0.02742235606312752, + 0.028246861313283442, + 0.026277213674783705, + 0.024521710814535618, + 0.026038313943147658, + 0.027685920548439026, + 0.024189958955347538, + 0.028101330828666688, + 0.023092676632106304, + 0.026744831919670104, + 0.026103598928451537, + 0.027902939324080944, + 0.021766479524970055, + 0.027076039123535157, + 0.02328252377510071 + ], + "tgrad_loss": [ + 0.294819629573822, + 0.2939140326499939, + 0.219088809299469, + 0.18960705118179322, + 0.17038466613292694, + 0.15672710111141205, + 0.15068366177082063, + 0.14817209043502808, + 0.1477210487008095, + 0.1469169137120247, + 0.15091134042739868, + 0.14670454227924348, + 0.14888966951966287, + 0.14666659691333772, + 0.14715499559640885, + 0.14274549129009248, + 0.1465570687055588, + 0.1521701454281807, + 0.15681228353977203, + 0.16108862676620483, + 0.16756604113578796, + 0.17191463656425476, + 0.17374952573776245, + 0.17991471261978148, + 0.1874405568599701, + 0.19302551550865174, + 0.19768444393873214, + 0.193999383020401, + 0.20956446123123168, + 0.20959763660430908, + 0.20149674859046937, + 0.2040850329399109, + 0.20677331829071044, + 0.2268474468231201, + 0.2342244486808777, + 0.21765749232769013, + 0.22079251861572266, + 0.22700430588722229, + 0.2300437501192093, + 0.229878093290329, + 0.23502717609405518, + 0.2414469205379486, + 0.24413101263046263, + 0.25266150131225584, + 0.24305998911857604, + 0.24739206635951996, + 0.24659220705032348, + 0.2551995223045349, + 0.2547643501758575, + 0.25015008878707884, + 0.25482084245681763, + 0.26242804205417636, + 0.25043298604488373, + 0.2557358948945999, + 0.25396181850433347, + 0.25638861246109007, + 0.2615145419597626, + 0.2631215545654297, + 0.26693652296066284, + 0.2662073058128357, + 0.26606392068862916, + 0.26552670979499815, + 0.26475953006744385, + 0.26791265106201173, + 0.26661619596481323, + 0.2674205995321274, + 0.2662866680383682, + 0.2672453787326813, + 0.2662085753917694, + 0.2649459549665451, + 0.2662394880533218, + 0.2663982018470764, + 0.2648325638771057, + 0.26516348662376404, + 0.2651267763614655, + 0.26470492310523985, + 0.2649742301940918, + 0.26467558369636535, + 0.26411161279678347, + 0.2634902417182922 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.13380715250968933, + 0.28871580958366394 + ], + "perturbation_rho": [ + 0.2647465467453003, + 0.4448530077934265 + ], + "nudging": { + "0.001": [ + -0.007434769067913294, + -0.0024258592166006565 + ], + "0.003": [ + -0.022199923172593117, + -0.007270205765962601 + ], + "0.01": [ + -0.07276535779237747, + -0.024136800318956375 + ] + } + } + } +}
\ No newline at end of file |
