diff options
Diffstat (limited to 'results/cifar_deltaL/cb_deltaL_d512_L4_s42.json')
| -rw-r--r-- | results/cifar_deltaL/cb_deltaL_d512_L4_s42.json | 428 |
1 files changed, 428 insertions, 0 deletions
diff --git a/results/cifar_deltaL/cb_deltaL_d512_L4_s42.json b/results/cifar_deltaL/cb_deltaL_d512_L4_s42.json new file mode 100644 index 0000000..78966f7 --- /dev/null +++ b/results/cifar_deltaL/cb_deltaL_d512_L4_s42.json @@ -0,0 +1,428 @@ +{ + "test_acc": 0.1717, + "mean_gamma": -0.00046299276073114015, + "mean_rho": 0.0012461934238672256, + "mean_nudge": 4.773028194904327e-09, + "gamma_per_layer": [ + -0.0023594852536916733, + 0.0009741284884512424, + 4.115530464332551e-05, + -0.0005077695823274553 + ], + "rho_per_layer": [ + 0.004984773695468903, + 0.0, + 0.0, + 0.0 + ], + "log": { + "train_loss": [ + 2.0444039750671386, + 2.0249123254776, + 2.0189146698760987, + 2.0144716346740723, + 2.007473691558838, + 2.0051053838729858, + 2.006714312667847, + 2.0036455520629883, + 2.0023505293273924, + 2.0000714305114746, + 1.9993012132263184, + 1.9970802461242676, + 1.995211095352173, + 1.9947504391860962, + 1.9972148755264283, + 1.9986877463531494, + 1.9952667998886109, + 1.9928774863433838, + 1.9940253998184203, + 1.9955561303710938, + 1.9948335401153565, + 1.998514718055725, + 2.0032336281967162, + 2.0081826359558104, + 2.0130954586791994, + 2.0154034085845947, + 2.0223417203140257, + 2.0345401898956297, + 2.046992734832764, + 2.061535261764526, + 2.0764444414520264, + 2.0923677632141113, + 2.1082171977233886, + 2.1213150553894042, + 2.1289831489562987, + 2.1352404473876954, + 2.135588712615967, + 2.1505063746643067, + 2.1559543489837645, + 2.1559944111633302, + 2.156506446609497, + 2.1627962405395507, + 2.1623581884765626, + 2.157731541137695, + 2.1567544932556153, + 2.161283037261963, + 2.1659480712890624, + 2.165219133605957, + 2.1676781672668457, + 2.168010374298096, + 2.170241591796875, + 2.1681420809936522, + 2.1678991339874267, + 2.1717238208770753, + 2.169441184158325, + 2.17231173286438, + 2.1697757583618165, + 2.165332278289795, + 2.1648404447937013, + 2.162443913421631, + 2.163502599334717, + 2.166408346405029, + 2.16804390083313, + 2.1689177021026613, + 2.1651865095520018, + 2.163989846191406, + 2.1641754064941408, + 2.165077611541748, + 2.166705653839111, + 2.167564101715088, + 2.1710278340911864, + 2.1769975834655764, + 2.1826982949829103, + 2.1865540245056154, + 2.1911163873291017, + 2.1955129777526854, + 2.200497989349365, + 2.2021149839782717, + 2.2051946167755125, + 2.2077737213134765, + 2.2073872657775877, + 2.2054029051208497, + 2.202284111480713, + 2.203277819747925, + 2.2013303881072996, + 2.198281947479248, + 2.1976117317962647, + 2.1977084674835203, + 2.1950897843933106, + 2.194660401611328, + 2.192600202255249, + 2.1936425202178955, + 2.1910581676483156, + 2.1923243353271484, + 2.193233468551636, + 2.1907765885925294, + 2.190179352416992, + 2.1911171742248534, + 2.190001749725342, + 2.192826342468262 + ], + "train_acc": [ + 0.24654, + 0.25888, + 0.26084, + 0.26342, + 0.26736, + 0.26766, + 0.27072, + 0.26988, + 0.2689, + 0.27084, + 0.27104, + 0.27648, + 0.27528, + 0.27486, + 0.27226, + 0.2722, + 0.27294, + 0.27544, + 0.27466, + 0.27426, + 0.27326, + 0.27362, + 0.27122, + 0.27092, + 0.26646, + 0.26598, + 0.26664, + 0.25898, + 0.25328, + 0.24918, + 0.24344, + 0.23666, + 0.22862, + 0.221, + 0.21902, + 0.2138, + 0.21294, + 0.20364, + 0.19536, + 0.19486, + 0.198, + 0.19404, + 0.19518, + 0.18816, + 0.18668, + 0.1857, + 0.1859, + 0.18318, + 0.18076, + 0.18372, + 0.1812, + 0.18038, + 0.18282, + 0.18026, + 0.18034, + 0.18116, + 0.18096, + 0.18402, + 0.18362, + 0.1836, + 0.18128, + 0.18144, + 0.18048, + 0.18196, + 0.18358, + 0.18372, + 0.18174, + 0.18188, + 0.18088, + 0.17936, + 0.1797, + 0.17762, + 0.17326, + 0.16934, + 0.17002, + 0.1682, + 0.16828, + 0.16984, + 0.16748, + 0.16712, + 0.1678, + 0.16924, + 0.17316, + 0.16976, + 0.1735, + 0.1744, + 0.17464, + 0.17778, + 0.18032, + 0.18102, + 0.18016, + 0.18154, + 0.1833, + 0.18726, + 0.18486, + 0.18794, + 0.18796, + 0.18886, + 0.19076, + 0.18784 + ], + "test_acc": [ + 0.2946, + 0.2788, + 0.2693, + 0.2902, + 0.283, + 0.2822, + 0.2855, + 0.304, + 0.3036, + 0.2924, + 0.2837, + 0.3045, + 0.3041, + 0.3089, + 0.3047, + 0.3046, + 0.308, + 0.2885, + 0.2916, + 0.3075, + 0.3108, + 0.2899, + 0.3075, + 0.2907, + 0.3007, + 0.2876, + 0.2914, + 0.291, + 0.2743, + 0.266, + 0.2565, + 0.2491, + 0.2279, + 0.2496, + 0.215, + 0.2361, + 0.2407, + 0.1966, + 0.1912, + 0.1959, + 0.1969, + 0.2094, + 0.2005, + 0.1898, + 0.2025, + 0.2021, + 0.2028, + 0.1906, + 0.198, + 0.1903, + 0.1939, + 0.2039, + 0.1939, + 0.1918, + 0.1967, + 0.2025, + 0.1895, + 0.1988, + 0.1975, + 0.1868, + 0.1938, + 0.1829, + 0.1763, + 0.1954, + 0.1943, + 0.2005, + 0.1717, + 0.199, + 0.1796, + 0.1758, + 0.1857, + 0.186, + 0.17, + 0.1769, + 0.1563, + 0.1484, + 0.1597, + 0.1476, + 0.153, + 0.1491, + 0.157, + 0.1616, + 0.1614, + 0.168, + 0.1528, + 0.1645, + 0.1585, + 0.1612, + 0.1583, + 0.1609, + 0.1617, + 0.1711, + 0.1739, + 0.1698, + 0.1705, + 0.1682, + 0.1704, + 0.1696, + 0.1707, + 0.1717 + ], + "value_loss": [ + 0.6843515609264373, + 0.4836954481315613, + 0.49060195610046387, + 0.482502464427948, + 0.4724110138607025, + 0.47196283916473386, + 0.4722852735424042, + 0.47474509954452515, + 0.47920079902648927, + 0.4653218937301636, + 0.4708782638549805, + 0.4721875062274933, + 0.46917473793029785, + 0.4662531480121613, + 0.4700366088104248, + 0.46397935678482055, + 0.4631014201927185, + 0.4610643830871582, + 0.46284970180511475, + 0.46170863552093505, + 0.47011133566856383, + 0.47193270978927615, + 0.4646204328250885, + 0.467099391117096, + 0.4621818755531311, + 0.4425638478469849, + 0.42111622163772583, + 0.3994237916183472, + 0.37747854212760923, + 0.3546357834625244, + 0.33539585664749144, + 0.3129578005027771, + 0.2981300315666199, + 0.282984656662941, + 0.26991029960632323, + 0.2535946504974365, + 0.27314576332092283, + 2.4199648852539064, + 2.493552964782715, + 0.7517320976638794, + 0.4001072905731201, + 0.3338989479637146, + 0.4265604039001465, + 0.6514868779945373, + 0.36797485956192016, + 0.2637787111091614, + 0.29417893881320956, + 0.28382857972621917, + 0.28800895755290984, + 0.25106282708644867, + 0.21279508100032807, + 0.22448700638771057, + 0.23670673545837403, + 0.25310671283721925, + 0.2424251132106781, + 0.23667334317684174, + 0.2266401306438446, + 0.22766124735355378, + 0.22233413058280946, + 0.21773689158439635, + 0.22565684715270995, + 0.23761135723114013, + 0.23149112558364868, + 0.23285244408607483, + 0.22737021198272706, + 0.23226782833099366, + 0.2398809409046173, + 0.2550660298633575, + 0.24118843837738038, + 0.23774260456085206, + 0.24037814396858215, + 0.2305371964597702, + 0.21118572751522063, + 0.1980142738342285, + 0.18865261703968048, + 0.18505996946573258, + 0.1821361440181732, + 0.16658801609516144, + 0.16734248275279998, + 0.1691108640861511, + 0.17054776992797852, + 0.17163910236358643, + 0.16854004856586458, + 0.17512820116758346, + 0.1776979324054718, + 0.18071853521347045, + 0.18127825408935547, + 0.1877873701763153, + 0.17884414254665373, + 0.18034058660030364, + 0.17787896811008452, + 0.17911501332044602, + 0.17415666017055512, + 0.17281464380860329, + 0.17541839653730393, + 0.1780324169397354, + 0.17434879955768584, + 0.175187377910614, + 0.17379322323322297, + 0.17982573692560197 + ] + } +}
\ No newline at end of file |