Hugging Face's logo

aldjalkdf
/
RAVLT

Image Classification
Model card Files
xet
Community
1
aldjalkdf commited on
Commit
a3eea74
·
verified ·
1 Parent(s): de7efa0

Upload RAVLT_L_log.txt with huggingface_hub

Browse files
Files changed (1) hide show
  1. RAVLT_L_log.txt +300 -0
RAVLT_L_log.txt ADDED
@@ -0,0 +1,300 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"epoch": 0, "n_parameters": 95242440, "train_loss": 6.910781678954919, "test_loss": 6.865630607604981, "test_acc1": 0.390625, "test_acc5": 1.578125}
2
+ {"epoch": 1, "n_parameters": 95242440, "train_loss": 6.888320767865204, "test_loss": 6.814889907836914, "test_acc1": 0.716796875, "test_acc5": 2.31640625}
3
+ {"epoch": 2, "n_parameters": 95242440, "train_loss": 6.459225837010354, "test_loss": 4.976948451399803, "test_acc1": 10.85546875, "test_acc5": 27.703125}
4
+ {"epoch": 3, "n_parameters": 95242440, "train_loss": 6.0222532979596535, "test_loss": 3.969246506690979, "test_acc1": 21.474609375, "test_acc5": 44.8671875}
5
+ {"epoch": 4, "n_parameters": 95242440, "train_loss": 5.742677054763697, "test_loss": 3.4743838945031165, "test_acc1": 29.515625, "test_acc5": 55.03515625}
6
+ {"epoch": 5, "n_parameters": 95242440, "train_loss": 5.464436833856824, "test_loss": 2.975002048313618, "test_acc1": 38.05078125, "test_acc5": 64.919921875}
7
+ {"epoch": 6, "n_parameters": 95242440, "train_loss": 5.150331404060125, "test_loss": 2.5859805291891096, "test_acc1": 44.646484375, "test_acc5": 71.080078125}
8
+ {"epoch": 7, "n_parameters": 95242440, "train_loss": 4.924208708672811, "test_loss": 2.33651932425797, "test_acc1": 51.724609375, "test_acc5": 77.486328125}
9
+ {"epoch": 8, "n_parameters": 95242440, "train_loss": 4.7086175235565575, "test_loss": 2.214017331004143, "test_acc1": 55.59765625, "test_acc5": 80.130859375}
10
+ {"epoch": 9, "n_parameters": 95242440, "train_loss": 4.552621849964316, "test_loss": 1.9547231904417277, "test_acc1": 59.068359375, "test_acc5": 82.98828125}
11
+ {"epoch": 10, "n_parameters": 95242440, "train_loss": 4.409758631877911, "test_loss": 1.8660398304462433, "test_acc1": 61.279296875, "test_acc5": 84.533203125}
12
+ {"epoch": 11, "n_parameters": 95242440, "train_loss": 4.2760860821226245, "test_loss": 1.7170958588644862, "test_acc1": 63.615234375, "test_acc5": 86.123046875}
13
+ {"epoch": 12, "n_parameters": 95242440, "train_loss": 4.181955646036175, "test_loss": 1.6395783463120461, "test_acc1": 65.033203125, "test_acc5": 87.30859375}
14
+ {"epoch": 13, "n_parameters": 95242440, "train_loss": 4.147428391822658, "test_loss": 1.6773317873477935, "test_acc1": 66.279296875, "test_acc5": 88.224609375}
15
+ {"epoch": 14, "n_parameters": 95242440, "train_loss": 4.041180894790461, "test_loss": 1.6458579404652118, "test_acc1": 67.681640625, "test_acc5": 89.03125}
16
+ {"epoch": 15, "n_parameters": 95242440, "train_loss": 3.9969458054608333, "test_loss": 1.544684484526515, "test_acc1": 69.05078125, "test_acc5": 89.849609375}
17
+ {"epoch": 16, "n_parameters": 95242440, "train_loss": 3.951488068770653, "test_loss": 1.5450985503941774, "test_acc1": 69.751953125, "test_acc5": 90.001953125}
18
+ {"epoch": 17, "n_parameters": 95242440, "train_loss": 3.893305780416646, "test_loss": 1.403389757014811, "test_acc1": 70.265625, "test_acc5": 90.533203125}
19
+ {"epoch": 18, "n_parameters": 95242440, "train_loss": 3.8531329978358584, "test_loss": 1.3279263919591904, "test_acc1": 70.390625, "test_acc5": 90.560546875}
20
+ {"epoch": 19, "n_parameters": 95242440, "train_loss": 3.7704109853318037, "test_loss": 1.4613797925412655, "test_acc1": 71.8359375, "test_acc5": 91.189453125}
21
+ {"epoch": 20, "n_parameters": 95242440, "train_loss": 3.798013774562068, "test_loss": 1.4298113210499286, "test_acc1": 71.59765625, "test_acc5": 91.1796875}
22
+ {"epoch": 21, "n_parameters": 95242440, "train_loss": 3.71455204184539, "test_loss": 1.4389140313118696, "test_acc1": 72.685546875, "test_acc5": 91.888671875}
23
+ {"epoch": 22, "n_parameters": 95242440, "train_loss": 3.7229734693085565, "test_loss": 1.2907373190671205, "test_acc1": 73.029296875, "test_acc5": 91.921875}
24
+ {"epoch": 23, "n_parameters": 95242440, "train_loss": 3.697827059522676, "test_loss": 1.2783558603003622, "test_acc1": 73.361328125, "test_acc5": 92.12109375}
25
+ {"epoch": 24, "n_parameters": 95242440, "train_loss": 3.66821786317046, "test_loss": 1.3058397131413222, "test_acc1": 73.7109375, "test_acc5": 92.373046875}
26
+ {"epoch": 25, "n_parameters": 95242440, "train_loss": 3.6222105628837604, "test_loss": 1.2359364087134599, "test_acc1": 74.087890625, "test_acc5": 92.4609375}
27
+ {"epoch": 26, "n_parameters": 95242440, "train_loss": 3.6201768474171336, "test_loss": 1.2794542680680752, "test_acc1": 74.23046875, "test_acc5": 92.7265625}
28
+ {"epoch": 27, "n_parameters": 95242440, "train_loss": 3.5808232249781344, "test_loss": 1.2224817775189876, "test_acc1": 74.58203125, "test_acc5": 92.87890625}
29
+ {"epoch": 28, "n_parameters": 95242440, "train_loss": 3.581900833350139, "test_loss": 1.2401486229896546, "test_acc1": 75.12109375, "test_acc5": 92.966796875}
30
+ {"epoch": 29, "n_parameters": 95242440, "train_loss": 3.5775177167079892, "test_loss": 1.3186849232763052, "test_acc1": 74.474609375, "test_acc5": 92.95703125}
31
+ {"epoch": 30, "n_parameters": 95242440, "train_loss": 3.5194602460264206, "test_loss": 1.2038427291065454, "test_acc1": 75.265625, "test_acc5": 93.470703125}
32
+ {"epoch": 31, "n_parameters": 95242440, "train_loss": 3.546659624549194, "test_loss": 1.2298918373137713, "test_acc1": 75.16015625, "test_acc5": 93.166015625}
33
+ {"epoch": 32, "n_parameters": 95242440, "train_loss": 3.519006182716344, "test_loss": 1.352555325254798, "test_acc1": 75.138671875, "test_acc5": 93.25390625}
34
+ {"epoch": 33, "n_parameters": 95242440, "train_loss": 3.5166274325939986, "test_loss": 1.2767046488821507, "test_acc1": 75.908203125, "test_acc5": 93.40234375}
35
+ {"epoch": 34, "n_parameters": 95242440, "train_loss": 3.489504717968809, "test_loss": 1.2292286994308232, "test_acc1": 76.052734375, "test_acc5": 93.37109375}
36
+ {"epoch": 35, "n_parameters": 95242440, "train_loss": 3.4565918289642696, "test_loss": 1.1159232663363219, "test_acc1": 75.341796875, "test_acc5": 93.5390625}
37
+ {"epoch": 36, "n_parameters": 95242440, "train_loss": 3.724688794350805, "test_loss": 1.3596938516199588, "test_acc1": 74.119140625, "test_acc5": 92.642578125}
38
+ {"epoch": 37, "n_parameters": 95242440, "train_loss": 3.6711125539514584, "test_loss": 1.149504382312298, "test_acc1": 76.193359375, "test_acc5": 93.564453125}
39
+ {"epoch": 38, "n_parameters": 95242440, "train_loss": 3.454693757304059, "test_loss": 1.2207171082496644, "test_acc1": 76.57421875, "test_acc5": 93.806640625}
40
+ {"epoch": 39, "n_parameters": 95242440, "train_loss": 3.4447581199393533, "test_loss": 1.1587117030471563, "test_acc1": 76.353515625, "test_acc5": 93.849609375}
41
+ {"epoch": 40, "n_parameters": 95242440, "train_loss": 3.4332254035576892, "test_loss": 1.0786661610752344, "test_acc1": 76.80859375, "test_acc5": 94.064453125}
42
+ {"epoch": 41, "n_parameters": 95242440, "train_loss": 3.4406577712966326, "test_loss": 1.1716419845819472, "test_acc1": 76.662109375, "test_acc5": 94.103515625}
43
+ {"epoch": 42, "n_parameters": 95242440, "train_loss": 3.427767284190693, "test_loss": 1.1395560229569675, "test_acc1": 76.47265625, "test_acc5": 93.896484375}
44
+ {"epoch": 43, "n_parameters": 95242440, "train_loss": 3.379733933320346, "test_loss": 1.2517834743857383, "test_acc1": 77.091796875, "test_acc5": 93.87890625}
45
+ {"epoch": 44, "n_parameters": 95242440, "train_loss": 3.423985696424501, "test_loss": 1.229663309827447, "test_acc1": 76.8984375, "test_acc5": 93.962890625}
46
+ {"epoch": 45, "n_parameters": 95242440, "train_loss": 3.371760300467737, "test_loss": 1.2022609224170446, "test_acc1": 77.244140625, "test_acc5": 94.259765625}
47
+ {"epoch": 46, "n_parameters": 95242440, "train_loss": 3.3940597403252992, "test_loss": 1.191781222820282, "test_acc1": 77.48046875, "test_acc5": 94.259765625}
48
+ {"epoch": 47, "n_parameters": 95242440, "train_loss": 3.385263048975279, "test_loss": 1.1272355176508426, "test_acc1": 77.892578125, "test_acc5": 94.36328125}
49
+ {"epoch": 48, "n_parameters": 95242440, "train_loss": 3.3678661065396316, "test_loss": 1.0891765052080153, "test_acc1": 77.927734375, "test_acc5": 94.515625}
50
+ {"epoch": 49, "n_parameters": 95242440, "train_loss": 3.3663936061992907, "test_loss": 1.0726904342323542, "test_acc1": 78.177734375, "test_acc5": 94.638671875}
51
+ {"epoch": 50, "n_parameters": 95242440, "train_loss": 3.347193608771617, "test_loss": 1.1149243945628404, "test_acc1": 78.490234375, "test_acc5": 94.712890625}
52
+ {"epoch": 51, "n_parameters": 95242440, "train_loss": 3.3281903463228346, "test_loss": 1.0969906325638294, "test_acc1": 78.771484375, "test_acc5": 94.873046875}
53
+ {"epoch": 52, "n_parameters": 95242440, "train_loss": 3.3634951382000655, "test_loss": 1.0572962334007026, "test_acc1": 78.8125, "test_acc5": 94.884765625}
54
+ {"epoch": 53, "n_parameters": 95242440, "train_loss": 3.3326866137542237, "test_loss": 1.0696017672866582, "test_acc1": 79.087890625, "test_acc5": 95.01171875}
55
+ {"epoch": 54, "n_parameters": 95242440, "train_loss": 3.3089525931017896, "test_loss": 1.060759935192764, "test_acc1": 79.158203125, "test_acc5": 95.06640625}
56
+ {"epoch": 55, "n_parameters": 95242440, "train_loss": 3.326515191493514, "test_loss": 1.0509118945896625, "test_acc1": 79.1953125, "test_acc5": 95.173828125}
57
+ {"epoch": 56, "n_parameters": 95242440, "train_loss": 3.3286242037654494, "test_loss": 1.0392220517992974, "test_acc1": 79.599609375, "test_acc5": 95.193359375}
58
+ {"epoch": 57, "n_parameters": 95242440, "train_loss": 3.2962194193220036, "test_loss": 1.021056707277894, "test_acc1": 79.771484375, "test_acc5": 95.30859375}
59
+ {"epoch": 58, "n_parameters": 95242440, "train_loss": 3.2686663190700327, "test_loss": 1.0132284832000733, "test_acc1": 79.79296875, "test_acc5": 95.369140625}
60
+ {"epoch": 59, "n_parameters": 95242440, "train_loss": 3.3251915626055277, "test_loss": 1.0036925137043, "test_acc1": 80.0, "test_acc5": 95.345703125}
61
+ {"epoch": 60, "n_parameters": 95242440, "train_loss": 3.2644685154703383, "test_loss": 0.9928454776853323, "test_acc1": 80.0, "test_acc5": 95.48828125}
62
+ {"epoch": 61, "n_parameters": 95242440, "train_loss": 3.277655352103396, "test_loss": 0.9883679557219147, "test_acc1": 79.95703125, "test_acc5": 95.48046875}
63
+ {"epoch": 62, "n_parameters": 95242440, "train_loss": 3.2853406760335777, "test_loss": 0.9786202558875083, "test_acc1": 80.041015625, "test_acc5": 95.578125}
64
+ {"epoch": 63, "n_parameters": 95242440, "train_loss": 3.32189731731023, "test_loss": 0.9744438360258937, "test_acc1": 80.279296875, "test_acc5": 95.50390625}
65
+ {"epoch": 64, "n_parameters": 95242440, "train_loss": 3.2596136139818843, "test_loss": 0.9669025184959174, "test_acc1": 80.1484375, "test_acc5": 95.458984375}
66
+ {"epoch": 65, "n_parameters": 95242440, "train_loss": 3.229897535962466, "test_loss": 0.9537674305215478, "test_acc1": 80.666015625, "test_acc5": 95.625}
67
+ {"epoch": 66, "n_parameters": 95242440, "train_loss": 3.361628357484675, "test_loss": 0.9441486328840256, "test_acc1": 80.607421875, "test_acc5": 95.759765625}
68
+ {"epoch": 67, "n_parameters": 95242440, "train_loss": 3.3267967838782093, "test_loss": 0.948935120627284, "test_acc1": 80.572265625, "test_acc5": 95.640625}
69
+ {"epoch": 68, "n_parameters": 95242440, "train_loss": 3.2316478433135076, "test_loss": 0.9472220284491777, "test_acc1": 80.35546875, "test_acc5": 95.783203125}
70
+ {"epoch": 69, "n_parameters": 95242440, "train_loss": 3.2344147060721067, "test_loss": 0.9339750026911497, "test_acc1": 80.91015625, "test_acc5": 95.908203125}
71
+ {"epoch": 70, "n_parameters": 95242440, "train_loss": 3.2335162126450254, "test_loss": 0.9302848895639181, "test_acc1": 80.724609375, "test_acc5": 95.89453125}
72
+ {"epoch": 71, "n_parameters": 95242440, "train_loss": 3.229891128736896, "test_loss": 0.9246315386891365, "test_acc1": 80.900390625, "test_acc5": 95.96484375}
73
+ {"epoch": 72, "n_parameters": 95242440, "train_loss": 3.2349820110214926, "test_loss": 0.925973324328661, "test_acc1": 80.734375, "test_acc5": 95.861328125}
74
+ {"epoch": 73, "n_parameters": 95242440, "train_loss": 3.264019839281139, "test_loss": 0.9174540878087282, "test_acc1": 80.8359375, "test_acc5": 95.953125}
75
+ {"epoch": 74, "n_parameters": 95242440, "train_loss": 3.2489299625009536, "test_loss": 0.9203045971691608, "test_acc1": 80.73828125, "test_acc5": 95.923828125}
76
+ {"epoch": 75, "n_parameters": 95242440, "train_loss": 3.231039016293332, "test_loss": 0.9017457881569862, "test_acc1": 81.048828125, "test_acc5": 96.0546875}
77
+ {"epoch": 76, "n_parameters": 95242440, "train_loss": 3.2290623831643037, "test_loss": 0.8971261982619763, "test_acc1": 81.08203125, "test_acc5": 96.125}
78
+ {"epoch": 77, "n_parameters": 95242440, "train_loss": 3.215244365668597, "test_loss": 0.9104207090288401, "test_acc1": 80.890625, "test_acc5": 95.83984375}
79
+ {"epoch": 78, "n_parameters": 95242440, "train_loss": 3.2690428054977816, "test_loss": 0.9066295100748539, "test_acc1": 80.74609375, "test_acc5": 95.970703125}
80
+ {"epoch": 79, "n_parameters": 95242440, "train_loss": 3.2442845466841286, "test_loss": 0.8944244801253081, "test_acc1": 81.173828125, "test_acc5": 96.140625}
81
+ {"epoch": 80, "n_parameters": 95242440, "train_loss": 3.20667755775475, "test_loss": 0.8922306118905544, "test_acc1": 81.20703125, "test_acc5": 95.98046875}
82
+ {"epoch": 81, "n_parameters": 95242440, "train_loss": 3.1636891326042837, "test_loss": 0.8780819527804852, "test_acc1": 81.724609375, "test_acc5": 96.1171875}
83
+ {"epoch": 82, "n_parameters": 95242440, "train_loss": 3.1797811838503653, "test_loss": 0.8768613208830357, "test_acc1": 81.365234375, "test_acc5": 96.1640625}
84
+ {"epoch": 83, "n_parameters": 95242440, "train_loss": 3.1836721184261787, "test_loss": 0.8656898853182793, "test_acc1": 81.595703125, "test_acc5": 96.38671875}
85
+ {"epoch": 84, "n_parameters": 95242440, "train_loss": 3.1732713338225698, "test_loss": 0.8760727813094854, "test_acc1": 81.54296875, "test_acc5": 96.1171875}
86
+ {"epoch": 85, "n_parameters": 95242440, "train_loss": 3.1531639865959606, "test_loss": 0.8704653832316399, "test_acc1": 81.6953125, "test_acc5": 96.16015625}
87
+ {"epoch": 86, "n_parameters": 95242440, "train_loss": 3.176398628016416, "test_loss": 0.8646818181872368, "test_acc1": 81.615234375, "test_acc5": 96.2890625}
88
+ {"epoch": 87, "n_parameters": 95242440, "train_loss": 3.1748511936610786, "test_loss": 0.8614308433234692, "test_acc1": 81.728515625, "test_acc5": 96.275390625}
89
+ {"epoch": 88, "n_parameters": 95242440, "train_loss": 3.1772713305892797, "test_loss": 0.864064885377884, "test_acc1": 81.671875, "test_acc5": 96.359375}
90
+ {"epoch": 89, "n_parameters": 95242440, "train_loss": 3.176590328143475, "test_loss": 0.8571484366059303, "test_acc1": 81.783203125, "test_acc5": 96.416015625}
91
+ {"epoch": 90, "n_parameters": 95242440, "train_loss": 3.1233185356060345, "test_loss": 0.8626584258675575, "test_acc1": 81.7421875, "test_acc5": 96.298828125}
92
+ {"epoch": 91, "n_parameters": 95242440, "train_loss": 3.164167127735651, "test_loss": 0.855491908788681, "test_acc1": 81.677734375, "test_acc5": 96.333984375}
93
+ {"epoch": 92, "n_parameters": 95242440, "train_loss": 3.1310175871327757, "test_loss": 0.8474485813081265, "test_acc1": 81.9375, "test_acc5": 96.365234375}
94
+ {"epoch": 93, "n_parameters": 95242440, "train_loss": 3.1550790017274335, "test_loss": 0.841967212408781, "test_acc1": 82.091796875, "test_acc5": 96.44921875}
95
+ {"epoch": 94, "n_parameters": 95242440, "train_loss": 3.1729762509893686, "test_loss": 0.8494239105284214, "test_acc1": 81.97265625, "test_acc5": 96.46875}
96
+ {"epoch": 95, "n_parameters": 95242440, "train_loss": 3.137661314370057, "test_loss": 0.8375431245565415, "test_acc1": 82.185546875, "test_acc5": 96.498046875}
97
+ {"epoch": 96, "n_parameters": 95242440, "train_loss": 3.132214540889421, "test_loss": 0.8541057196259498, "test_acc1": 81.77734375, "test_acc5": 96.3203125}
98
+ {"epoch": 97, "n_parameters": 95242440, "train_loss": 3.1287516170350935, "test_loss": 0.8498051322996616, "test_acc1": 81.998046875, "test_acc5": 96.369140625}
99
+ {"epoch": 98, "n_parameters": 95242440, "train_loss": 3.128995992067737, "test_loss": 0.8401055803894997, "test_acc1": 82.208984375, "test_acc5": 96.615234375}
100
+ {"epoch": 99, "n_parameters": 95242440, "train_loss": 3.1362679971102327, "test_loss": 0.8471608486771584, "test_acc1": 81.91015625, "test_acc5": 96.54296875}
101
+ {"epoch": 100, "n_parameters": 95242440, "train_loss": 3.148159736931062, "test_loss": 0.8473031595349312, "test_acc1": 82.1875, "test_acc5": 96.529296875}
102
+ {"epoch": 101, "n_parameters": 95242440, "train_loss": 3.1341980499640916, "test_loss": 0.8422237691283226, "test_acc1": 82.0546875, "test_acc5": 96.548828125}
103
+ {"epoch": 102, "n_parameters": 95242440, "train_loss": 3.1396236325563573, "test_loss": 0.8434187784790993, "test_acc1": 82.220703125, "test_acc5": 96.642578125}
104
+ {"epoch": 103, "n_parameters": 95242440, "train_loss": 3.109159712923673, "test_loss": 0.845065838098526, "test_acc1": 82.25390625, "test_acc5": 96.62890625}
105
+ {"epoch": 104, "n_parameters": 95242440, "train_loss": 3.1196376314333167, "test_loss": 0.8386121289432049, "test_acc1": 82.3828125, "test_acc5": 96.572265625}
106
+ {"epoch": 105, "n_parameters": 95242440, "train_loss": 3.084643489925173, "test_loss": 0.832981536090374, "test_acc1": 82.646484375, "test_acc5": 96.603515625}
107
+ {"epoch": 106, "n_parameters": 95242440, "train_loss": 3.115298512251899, "test_loss": 0.8378663671016693, "test_acc1": 82.521484375, "test_acc5": 96.595703125}
108
+ {"epoch": 107, "n_parameters": 95242440, "train_loss": 3.126180385522092, "test_loss": 0.8278313031792641, "test_acc1": 82.875, "test_acc5": 96.66015625}
109
+ {"epoch": 108, "n_parameters": 95242440, "train_loss": 3.068321705313798, "test_loss": 0.8369695749878884, "test_acc1": 82.55859375, "test_acc5": 96.646484375}
110
+ {"epoch": 109, "n_parameters": 95242440, "train_loss": 3.071897555824024, "test_loss": 0.8325713017582893, "test_acc1": 82.609375, "test_acc5": 96.599609375}
111
+ {"epoch": 110, "n_parameters": 95242440, "train_loss": 3.0750153520123695, "test_loss": 0.8297046503424644, "test_acc1": 82.8671875, "test_acc5": 96.646484375}
112
+ {"epoch": 111, "n_parameters": 95242440, "train_loss": 3.0693361420577134, "test_loss": 0.8252317482978105, "test_acc1": 82.849609375, "test_acc5": 96.685546875}
113
+ {"epoch": 112, "n_parameters": 95242440, "train_loss": 3.0846430560270437, "test_loss": 0.8361298115178942, "test_acc1": 82.474609375, "test_acc5": 96.716796875}
114
+ {"epoch": 113, "n_parameters": 95242440, "train_loss": 3.0702379225893095, "test_loss": 0.8278597253188491, "test_acc1": 82.8671875, "test_acc5": 96.634765625}
115
+ {"epoch": 114, "n_parameters": 95242440, "train_loss": 3.0652276424203104, "test_loss": 0.82296690300107, "test_acc1": 82.78125, "test_acc5": 96.82421875}
116
+ {"epoch": 115, "n_parameters": 95242440, "train_loss": 3.040534914149858, "test_loss": 0.8416826741397381, "test_acc1": 82.55078125, "test_acc5": 96.626953125}
117
+ {"epoch": 116, "n_parameters": 95242440, "train_loss": 3.0577252968586386, "test_loss": 0.8208103380352259, "test_acc1": 82.986328125, "test_acc5": 96.7890625}
118
+ {"epoch": 117, "n_parameters": 95242440, "train_loss": 3.0337249516054228, "test_loss": 0.824503237567842, "test_acc1": 82.869140625, "test_acc5": 96.697265625}
119
+ {"epoch": 118, "n_parameters": 95242440, "train_loss": 3.0534768294983397, "test_loss": 0.8193345264345407, "test_acc1": 83.13671875, "test_acc5": 96.810546875}
120
+ {"epoch": 119, "n_parameters": 95242440, "train_loss": 3.0491878522661167, "test_loss": 0.8320411732792854, "test_acc1": 82.7421875, "test_acc5": 96.779296875}
121
+ {"epoch": 120, "n_parameters": 95242440, "train_loss": 3.0519175663227425, "test_loss": 0.8213799369707704, "test_acc1": 82.970703125, "test_acc5": 96.7890625}
122
+ {"epoch": 121, "n_parameters": 95242440, "train_loss": 3.040518062311216, "test_loss": 0.8186098390445113, "test_acc1": 83.09765625, "test_acc5": 96.884765625}
123
+ {"epoch": 122, "n_parameters": 95242440, "train_loss": 3.0225172004314325, "test_loss": 0.8207283054292202, "test_acc1": 83.095703125, "test_acc5": 96.796875}
124
+ {"epoch": 123, "n_parameters": 95242440, "train_loss": 3.0040454401607852, "test_loss": 0.8263286937773228, "test_acc1": 83.0625, "test_acc5": 96.70703125}
125
+ {"epoch": 124, "n_parameters": 95242440, "train_loss": 3.042345722119648, "test_loss": 0.8260656342282892, "test_acc1": 82.9765625, "test_acc5": 96.810546875}
126
+ {"epoch": 125, "n_parameters": 95242440, "train_loss": 3.0405933569206263, "test_loss": 0.8224024011194706, "test_acc1": 83.01953125, "test_acc5": 96.865234375}
127
+ {"epoch": 126, "n_parameters": 95242440, "train_loss": 3.020762663712493, "test_loss": 0.8249101550877094, "test_acc1": 83.046875, "test_acc5": 96.927734375}
128
+ {"epoch": 127, "n_parameters": 95242440, "train_loss": 3.0062612917411107, "test_loss": 0.8183437877893448, "test_acc1": 83.39453125, "test_acc5": 96.927734375}
129
+ {"epoch": 128, "n_parameters": 95242440, "train_loss": 3.0326259333771257, "test_loss": 0.8253422293812036, "test_acc1": 82.88671875, "test_acc5": 96.87890625}
130
+ {"epoch": 129, "n_parameters": 95242440, "train_loss": 3.0111975251926113, "test_loss": 0.8266811801493168, "test_acc1": 83.302734375, "test_acc5": 96.791015625}
131
+ {"epoch": 130, "n_parameters": 95242440, "train_loss": 3.0140125297081357, "test_loss": 0.8129150262102485, "test_acc1": 83.544921875, "test_acc5": 96.88671875}
132
+ {"epoch": 131, "n_parameters": 95242440, "train_loss": 3.0516292340160844, "test_loss": 0.8394799458980561, "test_acc1": 82.986328125, "test_acc5": 96.78125}
133
+ {"epoch": 132, "n_parameters": 95242440, "train_loss": 3.0076055268641, "test_loss": 0.8337681087106467, "test_acc1": 83.224609375, "test_acc5": 96.939453125}
134
+ {"epoch": 133, "n_parameters": 95242440, "train_loss": 3.0150736170692944, "test_loss": 0.8367944104969501, "test_acc1": 83.248046875, "test_acc5": 96.708984375}
135
+ {"epoch": 134, "n_parameters": 95242440, "train_loss": 2.983784100260978, "test_loss": 0.8293650910258293, "test_acc1": 83.369140625, "test_acc5": 97.015625}
136
+ {"epoch": 135, "n_parameters": 95242440, "train_loss": 2.9549433306847424, "test_loss": 0.8350092784315347, "test_acc1": 83.158203125, "test_acc5": 96.826171875}
137
+ {"epoch": 136, "n_parameters": 95242440, "train_loss": 3.0090037951329216, "test_loss": 0.8317267459630966, "test_acc1": 83.333984375, "test_acc5": 96.875}
138
+ {"epoch": 137, "n_parameters": 95242440, "train_loss": 2.9584674592019793, "test_loss": 0.8294326436519622, "test_acc1": 83.48046875, "test_acc5": 97.0390625}
139
+ {"epoch": 138, "n_parameters": 95242440, "train_loss": 2.9715813494647465, "test_loss": 0.820554171204567, "test_acc1": 83.9609375, "test_acc5": 96.984375}
140
+ {"epoch": 139, "n_parameters": 95242440, "train_loss": 2.9410963711230615, "test_loss": 0.8219309641420841, "test_acc1": 83.740234375, "test_acc5": 97.09375}
141
+ {"epoch": 140, "n_parameters": 95242440, "train_loss": 2.994344562747346, "test_loss": 0.8230015040934086, "test_acc1": 83.6484375, "test_acc5": 97.03125}
142
+ {"epoch": 141, "n_parameters": 95242440, "train_loss": 2.948533051489546, "test_loss": 0.8223957531154156, "test_acc1": 83.869140625, "test_acc5": 97.013671875}
143
+ {"epoch": 142, "n_parameters": 95242440, "train_loss": 2.964476238186367, "test_loss": 0.8220055162906647, "test_acc1": 83.728515625, "test_acc5": 97.078125}
144
+ {"epoch": 143, "n_parameters": 95242440, "train_loss": 2.9747350096535947, "test_loss": 0.8294847115874291, "test_acc1": 83.666015625, "test_acc5": 96.99609375}
145
+ {"epoch": 144, "n_parameters": 95242440, "train_loss": 2.980237339328701, "test_loss": 0.8240248548984528, "test_acc1": 83.708984375, "test_acc5": 97.015625}
146
+ {"epoch": 145, "n_parameters": 95242440, "train_loss": 2.9308722946858303, "test_loss": 0.8295473837852478, "test_acc1": 83.5859375, "test_acc5": 96.95703125}
147
+ {"epoch": 146, "n_parameters": 95242440, "train_loss": 2.9458596440472493, "test_loss": 0.828974971473217, "test_acc1": 83.6875, "test_acc5": 96.943359375}
148
+ {"epoch": 147, "n_parameters": 95242440, "train_loss": 2.9585290487361746, "test_loss": 0.8348057579994201, "test_acc1": 83.4375, "test_acc5": 97.0234375}
149
+ {"epoch": 148, "n_parameters": 95242440, "train_loss": 2.9179885672530332, "test_loss": 0.8283871522545815, "test_acc1": 83.6953125, "test_acc5": 97.052734375}
150
+ {"epoch": 149, "n_parameters": 95242440, "train_loss": 2.923722289945966, "test_loss": 0.8286305981874466, "test_acc1": 83.66796875, "test_acc5": 97.08984375}
151
+ {"epoch": 150, "n_parameters": 95242440, "train_loss": 2.938769799978517, "test_loss": 0.8257038781046867, "test_acc1": 84.125, "test_acc5": 97.12890625}
152
+ {"epoch": 151, "n_parameters": 95242440, "train_loss": 2.9043458645788434, "test_loss": 0.8139305627346038, "test_acc1": 84.32421875, "test_acc5": 97.201171875}
153
+ {"epoch": 152, "n_parameters": 95242440, "train_loss": 2.917049034507558, "test_loss": 0.8201968249678612, "test_acc1": 84.138671875, "test_acc5": 97.1875}
154
+ {"epoch": 153, "n_parameters": 95242440, "train_loss": 2.9240776800874846, "test_loss": 0.8303415960073471, "test_acc1": 83.921875, "test_acc5": 97.11328125}
155
+ {"epoch": 154, "n_parameters": 95242440, "train_loss": 2.9189187153257405, "test_loss": 0.8319530355930328, "test_acc1": 83.705078125, "test_acc5": 97.064453125}
156
+ {"epoch": 155, "n_parameters": 95242440, "train_loss": 2.927127237753056, "test_loss": 0.8223071163892746, "test_acc1": 83.99609375, "test_acc5": 97.251953125}
157
+ {"epoch": 156, "n_parameters": 95242440, "train_loss": 2.904544126063871, "test_loss": 0.8395629018545151, "test_acc1": 83.8046875, "test_acc5": 97.01171875}
158
+ {"epoch": 157, "n_parameters": 95242440, "train_loss": 2.9184539858906415, "test_loss": 0.8253656768798828, "test_acc1": 84.1953125, "test_acc5": 97.056640625}
159
+ {"epoch": 158, "n_parameters": 95242440, "train_loss": 2.909361522701292, "test_loss": 0.8324938836693764, "test_acc1": 84.001953125, "test_acc5": 97.041015625}
160
+ {"epoch": 159, "n_parameters": 95242440, "train_loss": 2.903708738602174, "test_loss": 0.8249242150783539, "test_acc1": 84.185546875, "test_acc5": 97.14453125}
161
+ {"epoch": 160, "n_parameters": 95242440, "train_loss": 2.9037713193403074, "test_loss": 0.8327908459305763, "test_acc1": 84.03515625, "test_acc5": 97.140625}
162
+ {"epoch": 161, "n_parameters": 95242440, "train_loss": 2.8621761255805342, "test_loss": 0.8347256594896316, "test_acc1": 84.052734375, "test_acc5": 97.13671875}
163
+ {"epoch": 162, "n_parameters": 95242440, "train_loss": 2.8624717530083306, "test_loss": 0.8185336581617594, "test_acc1": 84.23046875, "test_acc5": 97.2890625}
164
+ {"epoch": 163, "n_parameters": 95242440, "train_loss": 2.877316737859941, "test_loss": 0.8398950490355491, "test_acc1": 83.83203125, "test_acc5": 97.048828125}
165
+ {"epoch": 164, "n_parameters": 95242440, "train_loss": 2.852760226543124, "test_loss": 0.8277747398614883, "test_acc1": 84.158203125, "test_acc5": 97.279296875}
166
+ {"epoch": 165, "n_parameters": 95242440, "train_loss": 2.8860635064161433, "test_loss": 0.8367798516154289, "test_acc1": 84.0703125, "test_acc5": 97.138671875}
167
+ {"epoch": 166, "n_parameters": 95242440, "train_loss": 2.8406402809640614, "test_loss": 0.8369365921616554, "test_acc1": 84.162109375, "test_acc5": 97.095703125}
168
+ {"epoch": 167, "n_parameters": 95242440, "train_loss": 2.8525562643403775, "test_loss": 0.820794283747673, "test_acc1": 84.32421875, "test_acc5": 97.306640625}
169
+ {"epoch": 168, "n_parameters": 95242440, "train_loss": 2.83422842966958, "test_loss": 0.8056267274916172, "test_acc1": 84.08984375, "test_acc5": 97.20703125}
170
+ {"epoch": 169, "n_parameters": 95242440, "train_loss": 2.84360534220803, "test_loss": 0.8174682259559631, "test_acc1": 84.49609375, "test_acc5": 97.328125}
171
+ {"epoch": 170, "n_parameters": 95242440, "train_loss": 2.8198755614150066, "test_loss": 0.8350266492366791, "test_acc1": 84.34765625, "test_acc5": 97.14453125}
172
+ {"epoch": 171, "n_parameters": 95242440, "train_loss": 2.8163612033880225, "test_loss": 0.8182733973860741, "test_acc1": 84.517578125, "test_acc5": 97.3671875}
173
+ {"epoch": 172, "n_parameters": 95242440, "train_loss": 2.8384653981179953, "test_loss": 0.8264657515287399, "test_acc1": 84.359375, "test_acc5": 97.232421875}
174
+ {"epoch": 173, "n_parameters": 95242440, "train_loss": 2.8331056458417314, "test_loss": 0.7707265046238899, "test_acc1": 84.474609375, "test_acc5": 97.21875}
175
+ {"epoch": 174, "n_parameters": 95242440, "train_loss": 2.8573163316373864, "test_loss": 0.8240792712569237, "test_acc1": 84.671875, "test_acc5": 97.220703125}
176
+ {"epoch": 175, "n_parameters": 95242440, "train_loss": 2.825240569915206, "test_loss": 0.8259981092810631, "test_acc1": 84.58203125, "test_acc5": 97.271484375}
177
+ {"epoch": 176, "n_parameters": 95242440, "train_loss": 2.812875718964389, "test_loss": 0.8107350534200668, "test_acc1": 84.9296875, "test_acc5": 97.458984375}
178
+ {"epoch": 177, "n_parameters": 95242440, "train_loss": 2.7930437639897194, "test_loss": 0.825154396891594, "test_acc1": 84.646484375, "test_acc5": 97.37109375}
179
+ {"epoch": 178, "n_parameters": 95242440, "train_loss": 2.838452249777298, "test_loss": 0.8327798941731452, "test_acc1": 84.7890625, "test_acc5": 97.140625}
180
+ {"epoch": 179, "n_parameters": 95242440, "train_loss": 2.8026094085748157, "test_loss": 0.819158002436161, "test_acc1": 84.775390625, "test_acc5": 97.330078125}
181
+ {"epoch": 180, "n_parameters": 95242440, "train_loss": 2.774112180083657, "test_loss": 0.81836021900177, "test_acc1": 84.7734375, "test_acc5": 97.3359375}
182
+ {"epoch": 181, "n_parameters": 95242440, "train_loss": 2.8111470539997607, "test_loss": 0.805610048174858, "test_acc1": 84.794921875, "test_acc5": 97.232421875}
183
+ {"epoch": 182, "n_parameters": 95242440, "train_loss": 2.805927440586586, "test_loss": 0.8336936694383621, "test_acc1": 84.388671875, "test_acc5": 97.298828125}
184
+ {"epoch": 183, "n_parameters": 95242440, "train_loss": 2.7638300249989802, "test_loss": 0.8282939153909683, "test_acc1": 84.826171875, "test_acc5": 97.23046875}
185
+ {"epoch": 184, "n_parameters": 95242440, "train_loss": 2.7743727247685954, "test_loss": 0.8322192543745041, "test_acc1": 84.509765625, "test_acc5": 97.19140625}
186
+ {"epoch": 185, "n_parameters": 95242440, "train_loss": 2.770081090618865, "test_loss": 0.825638182759285, "test_acc1": 84.787109375, "test_acc5": 97.251953125}
187
+ {"epoch": 186, "n_parameters": 95242440, "train_loss": 2.785462721432455, "test_loss": 0.8242861109972001, "test_acc1": 84.751953125, "test_acc5": 97.33203125}
188
+ {"epoch": 187, "n_parameters": 95242440, "train_loss": 2.7582170586533152, "test_loss": 0.8235320609807968, "test_acc1": 84.658203125, "test_acc5": 97.376953125}
189
+ {"epoch": 188, "n_parameters": 95242440, "train_loss": 2.7799679008684457, "test_loss": 0.8219838297367096, "test_acc1": 84.943359375, "test_acc5": 97.306640625}
190
+ {"epoch": 189, "n_parameters": 95242440, "train_loss": 2.7559021259672916, "test_loss": 0.8274323570728302, "test_acc1": 84.796875, "test_acc5": 97.18359375}
191
+ {"epoch": 190, "n_parameters": 95242440, "train_loss": 2.737773702277567, "test_loss": 0.8199240517616272, "test_acc1": 84.91015625, "test_acc5": 97.431640625}
192
+ {"epoch": 191, "n_parameters": 95242440, "train_loss": 2.7286416757613803, "test_loss": 0.7863488447666168, "test_acc1": 84.658203125, "test_acc5": 97.35546875}
193
+ {"epoch": 192, "n_parameters": 95242440, "train_loss": 2.7458659908332574, "test_loss": 0.8143630564212799, "test_acc1": 84.734375, "test_acc5": 97.392578125}
194
+ {"epoch": 193, "n_parameters": 95242440, "train_loss": 2.750651886915794, "test_loss": 0.8292569720745087, "test_acc1": 84.619140625, "test_acc5": 97.25390625}
195
+ {"epoch": 194, "n_parameters": 95242440, "train_loss": 2.729640100204859, "test_loss": 0.8182355731725692, "test_acc1": 84.775390625, "test_acc5": 97.3046875}
196
+ {"epoch": 195, "n_parameters": 95242440, "train_loss": 2.727317094061964, "test_loss": 0.8224068349599838, "test_acc1": 85.2421875, "test_acc5": 97.34375}
197
+ {"epoch": 196, "n_parameters": 95242440, "train_loss": 2.7402108249941857, "test_loss": 0.8262092161178589, "test_acc1": 84.91796875, "test_acc5": 97.41015625}
198
+ {"epoch": 197, "n_parameters": 95242440, "train_loss": 2.7065994848672763, "test_loss": 0.8238506564497947, "test_acc1": 84.771484375, "test_acc5": 97.494140625}
199
+ {"epoch": 198, "n_parameters": 95242440, "train_loss": 2.7019278677805256, "test_loss": 0.8210249471664429, "test_acc1": 85.001953125, "test_acc5": 97.37109375}
200
+ {"epoch": 199, "n_parameters": 95242440, "train_loss": 2.6955644236728786, "test_loss": 0.8243167191743851, "test_acc1": 84.884765625, "test_acc5": 97.357421875}
201
+ {"epoch": 200, "n_parameters": 95242440, "train_loss": 2.688538967337186, "test_loss": 0.8189331430196762, "test_acc1": 84.8828125, "test_acc5": 97.494140625}
202
+ {"epoch": 201, "n_parameters": 95242440, "train_loss": 2.7148072164231976, "test_loss": 0.8151569300889969, "test_acc1": 84.90234375, "test_acc5": 97.25390625}
203
+ {"epoch": 202, "n_parameters": 95242440, "train_loss": 2.693910512742929, "test_loss": 0.8275059914588928, "test_acc1": 84.755859375, "test_acc5": 97.357421875}
204
+ {"epoch": 203, "n_parameters": 95242440, "train_loss": 2.692313232566245, "test_loss": 0.8222317987680435, "test_acc1": 84.80859375, "test_acc5": 97.427734375}
205
+ {"epoch": 204, "n_parameters": 95242440, "train_loss": 2.6836348079537715, "test_loss": 0.8220487862825394, "test_acc1": 84.837890625, "test_acc5": 97.576171875}
206
+ {"epoch": 205, "n_parameters": 95242440, "train_loss": 2.668556743292525, "test_loss": 0.8173619416356087, "test_acc1": 85.19140625, "test_acc5": 97.470703125}
207
+ {"epoch": 206, "n_parameters": 95242440, "train_loss": 2.701497037404071, "test_loss": 0.8182432095706463, "test_acc1": 85.259765625, "test_acc5": 97.5546875}
208
+ {"epoch": 207, "n_parameters": 95242440, "train_loss": 2.6738614910564866, "test_loss": 0.7822619163990021, "test_acc1": 84.8828125, "test_acc5": 97.400390625}
209
+ {"epoch": 208, "n_parameters": 95242440, "train_loss": 2.6942229316043207, "test_loss": 0.8250516793131828, "test_acc1": 85.091796875, "test_acc5": 97.375}
210
+ {"epoch": 209, "n_parameters": 95242440, "train_loss": 2.6670497105941893, "test_loss": 0.8202897870540619, "test_acc1": 85.228515625, "test_acc5": 97.482421875}
211
+ {"epoch": 210, "n_parameters": 95242440, "train_loss": 2.673668224218721, "test_loss": 0.8293497070670128, "test_acc1": 85.0625, "test_acc5": 97.34375}
212
+ {"epoch": 211, "n_parameters": 95242440, "train_loss": 2.6598635353147984, "test_loss": 0.8295250219106675, "test_acc1": 84.84765625, "test_acc5": 97.357421875}
213
+ {"epoch": 212, "n_parameters": 95242440, "train_loss": 2.6552320034198535, "test_loss": 0.8298767364025116, "test_acc1": 85.115234375, "test_acc5": 97.419921875}
214
+ {"epoch": 213, "n_parameters": 95242440, "train_loss": 2.6267083343832542, "test_loss": 0.8131585747003556, "test_acc1": 84.884765625, "test_acc5": 97.42578125}
215
+ {"epoch": 214, "n_parameters": 95242440, "train_loss": 2.6432755681635522, "test_loss": 0.8074662351608276, "test_acc1": 85.21484375, "test_acc5": 97.390625}
216
+ {"epoch": 215, "n_parameters": 95242440, "train_loss": 2.619793429081075, "test_loss": 0.8084434694051743, "test_acc1": 85.26171875, "test_acc5": 97.4921875}
217
+ {"epoch": 216, "n_parameters": 95242440, "train_loss": 2.648307838015996, "test_loss": 0.8344323450326919, "test_acc1": 84.857421875, "test_acc5": 97.404296875}
218
+ {"epoch": 217, "n_parameters": 95242440, "train_loss": 2.6399316799710877, "test_loss": 0.8214481455087662, "test_acc1": 85.2421875, "test_acc5": 97.373046875}
219
+ {"epoch": 218, "n_parameters": 95242440, "train_loss": 2.6388755119747866, "test_loss": 0.8173398792743682, "test_acc1": 85.234375, "test_acc5": 97.498046875}
220
+ {"epoch": 219, "n_parameters": 95242440, "train_loss": 2.599498447947228, "test_loss": 0.8235362488031387, "test_acc1": 85.216796875, "test_acc5": 97.564453125}
221
+ {"epoch": 220, "n_parameters": 95242440, "train_loss": 2.607775187854783, "test_loss": 0.7766084289550781, "test_acc1": 85.11328125, "test_acc5": 97.44921875}
222
+ {"epoch": 221, "n_parameters": 95242440, "train_loss": 2.6025537217613133, "test_loss": 0.7315808951854705, "test_acc1": 85.03515625, "test_acc5": 97.4453125}
223
+ {"epoch": 222, "n_parameters": 95242440, "train_loss": 2.5827092679705435, "test_loss": 0.784212464094162, "test_acc1": 85.1484375, "test_acc5": 97.443359375}
224
+ {"epoch": 223, "n_parameters": 95242440, "train_loss": 2.6304282781254416, "test_loss": 0.833557865023613, "test_acc1": 85.130859375, "test_acc5": 97.46875}
225
+ {"epoch": 224, "n_parameters": 95242440, "train_loss": 2.591729492565004, "test_loss": 0.8331078183650971, "test_acc1": 85.216796875, "test_acc5": 97.35546875}
226
+ {"epoch": 225, "n_parameters": 95242440, "train_loss": 2.5745589458755553, "test_loss": 0.8257071650028229, "test_acc1": 85.18359375, "test_acc5": 97.45703125}
227
+ {"epoch": 226, "n_parameters": 95242440, "train_loss": 2.585638309867618, "test_loss": 0.8245225214958191, "test_acc1": 85.486328125, "test_acc5": 97.412109375}
228
+ {"epoch": 227, "n_parameters": 95242440, "train_loss": 2.5758306902830306, "test_loss": 0.8255752801895142, "test_acc1": 85.494140625, "test_acc5": 97.455078125}
229
+ {"epoch": 228, "n_parameters": 95242440, "train_loss": 2.5711011376273567, "test_loss": 0.7966226036846638, "test_acc1": 85.328125, "test_acc5": 97.349609375}
230
+ {"epoch": 229, "n_parameters": 95242440, "train_loss": 2.5713527136669754, "test_loss": 0.7785959216952324, "test_acc1": 85.193359375, "test_acc5": 97.46875}
231
+ {"epoch": 230, "n_parameters": 95242440, "train_loss": 2.557060956865692, "test_loss": 0.8249618810415268, "test_acc1": 85.2890625, "test_acc5": 97.345703125}
232
+ {"epoch": 231, "n_parameters": 95242440, "train_loss": 2.565691870485489, "test_loss": 0.8253846597671509, "test_acc1": 85.390625, "test_acc5": 97.49609375}
233
+ {"epoch": 232, "n_parameters": 95242440, "train_loss": 2.5437446881841406, "test_loss": 0.8328215897083282, "test_acc1": 85.42890625, "test_acc5": 97.470703125}
234
+ {"epoch": 233, "n_parameters": 95242440, "train_loss": 2.5289388817613023, "test_loss": 0.7854819521307945, "test_acc1": 85.357421875, "test_acc5": 97.443359375}
235
+ {"epoch": 234, "n_parameters": 95242440, "train_loss": 2.523293201511089, "test_loss": 0.8204298567771912, "test_acc1": 85.373046875, "test_acc5": 97.537109375}
236
+ {"epoch": 235, "n_parameters": 95242440, "train_loss": 2.521707196443226, "test_loss": 0.7636180365085602, "test_acc1": 85.421875, "test_acc5": 97.50390625}
237
+ {"epoch": 236, "n_parameters": 95242440, "train_loss": 2.544518822417282, "test_loss": 0.8262883746623992, "test_acc1": 85.34765625, "test_acc5": 97.568359375}
238
+ {"epoch": 237, "n_parameters": 95242440, "train_loss": 2.52483551200634, "test_loss": 0.7946058917045593, "test_acc1": 85.376953125, "test_acc5": 97.46484375}
239
+ {"epoch": 238, "n_parameters": 95242440, "train_loss": 2.529236033573723, "test_loss": 0.8159410494565964, "test_acc1": 85.5328125, "test_acc5": 97.5859375}
240
+ {"epoch": 239, "n_parameters": 95242440, "train_loss": 2.498160376409872, "test_loss": 0.7707212176918984, "test_acc1": 85.390625, "test_acc5": 97.50390625}
241
+ {"epoch": 240, "n_parameters": 95242440, "train_loss": 2.5173245773623925, "test_loss": 0.8245851886272431, "test_acc1": 85.263671875, "test_acc5": 97.466796875}
242
+ {"epoch": 241, "n_parameters": 95242440, "train_loss": 2.490531406249292, "test_loss": 0.7770306527614593, "test_acc1": 85.357421875, "test_acc5": 97.5234375}
243
+ {"epoch": 242, "n_parameters": 95242440, "train_loss": 2.5128455394016096, "test_loss": 0.7785747897624969, "test_acc1": 85.51328125, "test_acc5": 97.447265625}
244
+ {"epoch": 243, "n_parameters": 95242440, "train_loss": 2.5108860792211307, "test_loss": 0.8222181081771851, "test_acc1": 85.3515625, "test_acc5": 97.51171875}
245
+ {"epoch": 244, "n_parameters": 95242440, "train_loss": 2.4757425091869107, "test_loss": 0.7698747301101685, "test_acc1": 85.38671875, "test_acc5": 97.56640625}
246
+ {"epoch": 245, "n_parameters": 95242440, "train_loss": 2.5044969922354143, "test_loss": 0.8263152754306793, "test_acc1": 85.30859375, "test_acc5": 97.525390625}
247
+ {"epoch": 246, "n_parameters": 95242440, "train_loss": 2.4876348831818795, "test_loss": 0.8226882350444794, "test_acc1": 85.57109375, "test_acc5": 97.494140625}
248
+ {"epoch": 247, "n_parameters": 95242440, "train_loss": 2.4969902385276157, "test_loss": 0.8246197569370269, "test_acc1": 85.435546875, "test_acc5": 97.376953125}
249
+ {"epoch": 248, "n_parameters": 95242440, "train_loss": 2.4759296310036043, "test_loss": 0.80587178170681, "test_acc1": 85.569921875, "test_acc5": 97.462890625}
250
+ {"epoch": 249, "n_parameters": 95242440, "train_loss": 2.459294149530129, "test_loss": 0.7927667617797851, "test_acc1": 85.556640625, "test_acc5": 97.53515625}
251
+ {"epoch": 250, "n_parameters": 95242440, "train_loss": 2.4497742116356047, "test_loss": 0.7818428456783295, "test_acc1": 85.518359375, "test_acc5": 97.541015625}
252
+ {"epoch": 251, "n_parameters": 95242440, "train_loss": 2.479769465132667, "test_loss": 0.8255777812004089, "test_acc1": 85.546875, "test_acc5": 97.451171875}
253
+ {"epoch": 252, "n_parameters": 95242440, "train_loss": 2.4563046316363324, "test_loss": 0.8136365300416947, "test_acc1": 85.51171875, "test_acc5": 97.626953125}
254
+ {"epoch": 253, "n_parameters": 95242440, "train_loss": 2.465984914261407, "test_loss": 0.8238851398229599, "test_acc1": 85.515625, "test_acc5": 97.44921875}
255
+ {"epoch": 254, "n_parameters": 95242440, "train_loss": 2.4526045316794574, "test_loss": 0.811648679971695, "test_acc1": 85.7890625, "test_acc5": 97.6328125}
256
+ {"epoch": 255, "n_parameters": 95242440, "train_loss": 2.447768575720156, "test_loss": 0.8082680088281632, "test_acc1": 85.365234375, "test_acc5": 97.40234375}
257
+ {"epoch": 256, "n_parameters": 95242440, "train_loss": 2.4561737364205642, "test_loss": 0.8022615790367127, "test_acc1": 85.60078125, "test_acc5": 97.49609375}
258
+ {"epoch": 257, "n_parameters": 95242440, "train_loss": 2.4212427172488487, "test_loss": 0.8161777675151825, "test_acc1": 85.60546875, "test_acc5": 97.486328125}
259
+ {"epoch": 258, "n_parameters": 95242440, "train_loss": 2.448968246394691, "test_loss": 0.8187947785854339, "test_acc1": 85.513671875, "test_acc5": 97.521484375}
260
+ {"epoch": 259, "n_parameters": 95242440, "train_loss": 2.415594493491224, "test_loss": 0.8246870636940002, "test_acc1": 85.53515625, "test_acc5": 97.451171875}
261
+ {"epoch": 260, "n_parameters": 95242440, "train_loss": 2.4374167831561055, "test_loss": 0.8241640913486481, "test_acc1": 85.46484375, "test_acc5": 97.416015625}
262
+ {"epoch": 261, "n_parameters": 95242440, "train_loss": 2.4260601657844436, "test_loss": 0.8114693588018418, "test_acc1": 85.306640625, "test_acc5": 97.365234375}
263
+ {"epoch": 262, "n_parameters": 95242440, "train_loss": 2.4226569795368103, "test_loss": 0.7795228785276413, "test_acc1": 85.654296875, "test_acc5": 97.48828125}
264
+ {"epoch": 263, "n_parameters": 95242440, "train_loss": 2.408286310217608, "test_loss": 0.7439915925264359, "test_acc1": 85.46875, "test_acc5": 97.443359375}
265
+ {"epoch": 264, "n_parameters": 95242440, "train_loss": 2.407551667046028, "test_loss": 0.7795007047057152, "test_acc1": 85.57109375, "test_acc5": 97.365234375}
266
+ {"epoch": 265, "n_parameters": 95242440, "train_loss": 2.402471839093243, "test_loss": 0.8197273027896881, "test_acc1": 85.46484375, "test_acc5": 97.455078125}
267
+ {"epoch": 266, "n_parameters": 95242440, "train_loss": 2.4033748510802466, "test_loss": 0.7941014331579208, "test_acc1": 85.75, "test_acc5": 97.5078125}
268
+ {"epoch": 267, "n_parameters": 95242440, "train_loss": 2.400066544081623, "test_loss": 0.8246781933307648, "test_acc1": 85.51015625, "test_acc5": 97.458984375}
269
+ {"epoch": 268, "n_parameters": 95242440, "train_loss": 2.3971482046966117, "test_loss": 0.8080253452062607, "test_acc1": 85.560546875, "test_acc5": 97.4375}
270
+ {"epoch": 269, "n_parameters": 95242440, "train_loss": 2.406709254261094, "test_loss": 0.8206237614154815, "test_acc1": 85.615234375, "test_acc5": 97.435546875}
271
+ {"epoch": 270, "n_parameters": 95242440, "train_loss": 2.4092204669198862, "test_loss": 0.8329075133800506, "test_acc1": 85.575, "test_acc5": 97.42578125}
272
+ {"epoch": 271, "n_parameters": 95242440, "train_loss": 2.390436809569502, "test_loss": 0.821455637216568, "test_acc1": 85.647265625, "test_acc5": 97.4375}
273
+ {"epoch": 272, "n_parameters": 95242440, "train_loss": 2.3651135600121402, "test_loss": 0.7717731907963753, "test_acc1": 85.6328125, "test_acc5": 97.416015625}
274
+ {"epoch": 273, "n_parameters": 95242440, "train_loss": 2.4092800022272494, "test_loss": 0.8160668164491653, "test_acc1": 85.802734375, "test_acc5": 97.423828125}
275
+ {"epoch": 274, "n_parameters": 95242440, "train_loss": 2.365926675581799, "test_loss": 0.8211792415380478, "test_acc1": 85.584375, "test_acc5": 97.4515625}
276
+ {"epoch": 275, "n_parameters": 95242440, "train_loss": 2.3743755519866183, "test_loss": 0.7468281692266464, "test_acc1": 85.6234375, "test_acc5": 97.51953125}
277
+ {"epoch": 276, "n_parameters": 95242440, "train_loss": 2.3850372331425214, "test_loss": 0.8166224490106105, "test_acc1": 85.672265625, "test_acc5": 97.522265625}
278
+ {"epoch": 277, "n_parameters": 95242440, "train_loss": 2.394004658560831, "test_loss": 0.811776356101036, "test_acc1": 85.630859375, "test_acc5": 97.46875}
279
+ {"epoch": 278, "n_parameters": 95242440, "train_loss": 2.363224849167366, "test_loss": 0.8161761176586151, "test_acc1": 85.6453125, "test_acc5": 97.435546875}
280
+ {"epoch": 279, "n_parameters": 95242440, "train_loss": 2.3516939972101834, "test_loss": 0.8278400498628616, "test_acc1": 85.66171875, "test_acc5": 97.42421875}
281
+ {"epoch": 280, "n_parameters": 95242440, "train_loss": 2.3856954556821397, "test_loss": 0.7967804670333862, "test_acc1": 85.653515625, "test_acc5": 97.486328125}
282
+ {"epoch": 281, "n_parameters": 95242440, "train_loss": 2.3797644081171425, "test_loss": 0.8248808732628823, "test_acc1": 85.615625, "test_acc5": 97.49453125}
283
+ {"epoch": 282, "n_parameters": 95242440, "train_loss": 2.3587645413145757, "test_loss": 0.8197156339883804, "test_acc1": 85.783984375, "test_acc5": 97.4375}
284
+ {"epoch": 283, "n_parameters": 95242440, "train_loss": 2.3670821609124304, "test_loss": 0.8012019854784012, "test_acc1": 85.766015625, "test_acc5": 97.480859375}
285
+ {"epoch": 284, "n_parameters": 95242440, "train_loss": 2.3652781060548684, "test_loss": 0.8176752883195877, "test_acc1": 85.6171875, "test_acc5": 97.480859375}
286
+ {"epoch": 285, "n_parameters": 95242440, "train_loss": 2.3708245926283706, "test_loss": 0.82088114798069, "test_acc1": 85.691796875, "test_acc5": 97.48046875}
287
+ {"epoch": 286, "n_parameters": 95242440, "train_loss": 2.3624532404757392, "test_loss": 0.7947948747873306, "test_acc1": 85.753515625, "test_acc5": 97.559375}
288
+ {"epoch": 287, "n_parameters": 95242440, "train_loss": 2.3928147492835077, "test_loss": 0.7540386988967657, "test_acc1": 85.7171875, "test_acc5": 97.490234375}
289
+ {"epoch": 288, "n_parameters": 95242440, "train_loss": 2.3747706997859925, "test_loss": 0.8194038882851601, "test_acc1": 85.783984375, "test_acc5": 97.588671875}
290
+ {"epoch": 289, "n_parameters": 95242440, "train_loss": 2.3629726620611198, "test_loss": 0.7763953509926796, "test_acc1": 85.73984375, "test_acc5": 97.496484375}
291
+ {"epoch": 290, "n_parameters": 95242440, "train_loss": 2.3680838243321727, "test_loss": 0.7954937863349915, "test_acc1": 85.751171875, "test_acc5": 97.4609375}
292
+ {"epoch": 291, "n_parameters": 95242440, "train_loss": 2.362555108143213, "test_loss": 0.8218475496768951, "test_acc1": 85.766015625, "test_acc5": 97.523828125}
293
+ {"epoch": 292, "n_parameters": 95242440, "train_loss": 2.350520339095221, "test_loss": 0.7796734310686588, "test_acc1": 85.772265625, "test_acc5": 97.46328125}
294
+ {"epoch": 293, "n_parameters": 95242440, "train_loss": 2.363926518750124, "test_loss": 0.7855898758769035, "test_acc1": 85.765390625, "test_acc5": 97.4671875}
295
+ {"epoch": 294, "n_parameters": 95242440, "train_loss": 2.3642721973276273, "test_loss": 0.784003129452467, "test_acc1": 85.769140625, "test_acc5": 97.451171875}
296
+ {"epoch": 295, "n_parameters": 95242440, "train_loss": 2.335238202695196, "test_loss": 0.783647118806839, "test_acc1": 85.77609375, "test_acc5": 97.496484375}
297
+ {"epoch": 296, "n_parameters": 95242440, "train_loss": 2.3467355262601193, "test_loss": 0.8267415288090706, "test_acc1": 85.78515625, "test_acc5": 97.518359375}
298
+ {"epoch": 297, "n_parameters": 95242440, "train_loss": 2.353437416243572, "test_loss": 0.8293258574604988, "test_acc1": 85.814453125, "test_acc5": 97.500390625}
299
+ {"epoch": 298, "n_parameters": 95242440, "train_loss": 2.343305075386414, "test_loss": 0.8187001144886017, "test_acc1": 85.77890625, "test_acc5": 97.559375}
300
+ {"epoch": 299, "n_parameters": 95242440, "train_loss": 2.3336928511193147, "test_loss": 0.781735726594925, "test_acc1": 85.773828125, "test_acc5": 97.551171875}