suryadev1 commited on
Commit
91de1da
1 Parent(s): 2eeda3b

removed lines

Browse files
app.py CHANGED
@@ -108,15 +108,10 @@ def process_file(file,label,info, model_name):
108
  content = f.read()
109
  saved_test_dataset = "train.txt"
110
  saved_test_label = "train_label.txt"
111
-
112
  saved_train_info="train_info.txt"
113
-
114
-
115
-
116
  # Save the uploaded file content to a specified location
117
  shutil.copyfile(file.name, saved_test_dataset)
118
  shutil.copyfile(label.name, saved_test_label)
119
-
120
  shutil.copyfile(info.name, saved_train_info)
121
  # For demonstration purposes, we'll just return the content with the selected model name
122
  # if(model_name=="highGRschool10"):
 
108
  content = f.read()
109
  saved_test_dataset = "train.txt"
110
  saved_test_label = "train_label.txt"
 
111
  saved_train_info="train_info.txt"
 
 
 
112
  # Save the uploaded file content to a specified location
113
  shutil.copyfile(file.name, saved_test_dataset)
114
  shutil.copyfile(label.name, saved_test_label)
 
115
  shutil.copyfile(info.name, saved_train_info)
116
  # For demonstration purposes, we'll just return the content with the selected model name
117
  # if(model_name=="highGRschool10"):
ratio_proportion_change3_2223/sch_largest_100-coded/logs/highGRschool10/log_test_finetuned.txt ADDED
@@ -0,0 +1,830 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {'epoch': 0, 'iter': 0, 'avg_loss': 1.5496840476989746, 'avg_acc': 40.0, 'loss': 1.5496840476989746}
2
+ {'epoch': 0, 'iter': 10, 'avg_loss': 0.8559415516528216, 'avg_acc': 52.72727272727272, 'loss': 0.10956348478794098}
3
+ {'epoch': 0, 'iter': 20, 'avg_loss': 0.818257675284431, 'avg_acc': 51.42857142857142, 'loss': 0.8253201246261597}
4
+ {'epoch': 0, 'iter': 30, 'avg_loss': 0.8282640369669083, 'avg_acc': 49.03225806451613, 'loss': 1.3043867349624634}
5
+ {'epoch': 0, 'iter': 40, 'avg_loss': 0.7959969381733638, 'avg_acc': 51.21951219512195, 'loss': 0.5416589975357056}
6
+ {'epoch': 0, 'iter': 50, 'avg_loss': 0.7974684755591785, 'avg_acc': 49.411764705882355, 'loss': 0.4128425717353821}
7
+ {'epoch': 0, 'iter': 60, 'avg_loss': 0.8475138205485265, 'avg_acc': 47.21311475409836, 'loss': 0.9325758218765259}
8
+ {'epoch': 0, 'iter': 70, 'avg_loss': 0.852948009967804, 'avg_acc': 47.32394366197183, 'loss': 1.046299934387207}
9
+ {'epoch': 0, 'iter': 80, 'avg_loss': 0.8209105803642744, 'avg_acc': 49.382716049382715, 'loss': 0.8824451565742493}
10
+ {'epoch': 0, 'iter': 90, 'avg_loss': 0.8229587893564623, 'avg_acc': 49.45054945054945, 'loss': 0.6368995904922485}
11
+ {'epoch': 0, 'iter': 100, 'avg_loss': 0.8193959322306189, 'avg_acc': 50.2970297029703, 'loss': 0.9303101301193237}
12
+ {'epoch': 0, 'iter': 110, 'avg_loss': 0.790709690601976, 'avg_acc': 51.891891891891895, 'loss': 0.5216326713562012}
13
+ {'epoch': 0, 'iter': 120, 'avg_loss': 0.8036258492834312, 'avg_acc': 51.2396694214876, 'loss': 1.4479434490203857}
14
+ {'epoch': 0, 'iter': 130, 'avg_loss': 0.791729781805104, 'avg_acc': 51.7557251908397, 'loss': 0.7250272035598755}
15
+ {'epoch': 0, 'iter': 140, 'avg_loss': 0.7973896682473784, 'avg_acc': 51.06382978723404, 'loss': 0.7458365559577942}
16
+ {'epoch': 0, 'iter': 150, 'avg_loss': 0.8018214718395511, 'avg_acc': 51.523178807947026, 'loss': 0.9225670695304871}
17
+ {'epoch': 0, 'iter': 160, 'avg_loss': 0.7987281313594083, 'avg_acc': 51.42857142857142, 'loss': 0.9038938283920288}
18
+ {'epoch': 0, 'iter': 170, 'avg_loss': 0.7995727229536626, 'avg_acc': 51.69590643274854, 'loss': 0.6161319613456726}
19
+ {'epoch': 0, 'iter': 180, 'avg_loss': 0.8114044267828293, 'avg_acc': 51.049723756906076, 'loss': 1.2191474437713623}
20
+ {'epoch': 0, 'iter': 190, 'avg_loss': 0.80793987175557, 'avg_acc': 51.41361256544502, 'loss': 0.48870745301246643}
21
+ {'epoch': 0, 'iter': 200, 'avg_loss': 0.8185157425961092, 'avg_acc': 51.14427860696517, 'loss': 0.6329455971717834}
22
+ {'epoch': 0, 'iter': 210, 'avg_loss': 0.8212848654572997, 'avg_acc': 51.18483412322274, 'loss': 0.8923023343086243}
23
+ {'epoch': 0, 'iter': 220, 'avg_loss': 0.8161697818547892, 'avg_acc': 51.49321266968325, 'loss': 0.1399487555027008}
24
+ {'epoch': 0, 'iter': 230, 'avg_loss': 0.8169654901925619, 'avg_acc': 51.25541125541125, 'loss': 0.9861614108085632}
25
+ {'epoch': 0, 'iter': 240, 'avg_loss': 0.8339173226188328, 'avg_acc': 50.788381742738586, 'loss': 0.31081730127334595}
26
+ {'epoch': 0, 'iter': 250, 'avg_loss': 0.8392921398835353, 'avg_acc': 50.59760956175299, 'loss': 0.6075574159622192}
27
+ {'epoch': 0, 'iter': 260, 'avg_loss': 0.8401494497768723, 'avg_acc': 50.57471264367817, 'loss': 1.3042515516281128}
28
+ {'epoch': 0, 'iter': 270, 'avg_loss': 0.8458465448824682, 'avg_acc': 50.258302583025824, 'loss': 1.2338275909423828}
29
+ {'epoch': 0, 'iter': 280, 'avg_loss': 0.843027359225996, 'avg_acc': 50.320284697508896, 'loss': 0.4211927354335785}
30
+ {'epoch': 0, 'iter': 290, 'avg_loss': 0.8444837639012288, 'avg_acc': 50.171821305841924, 'loss': 1.0499225854873657}
31
+ {'epoch': 0, 'iter': 300, 'avg_loss': 0.8481888300507172, 'avg_acc': 50.033222591362126, 'loss': 0.7186862230300903}
32
+ {'epoch': 0, 'iter': 310, 'avg_loss': 0.8520605850401799, 'avg_acc': 49.839228295819936, 'loss': 0.7515642046928406}
33
+ {'epoch': 0, 'iter': 320, 'avg_loss': 0.8540132050155851, 'avg_acc': 49.781931464174455, 'loss': 1.2370407581329346}
34
+ {'epoch': 0, 'iter': 330, 'avg_loss': 0.8492184812343733, 'avg_acc': 50.03021148036254, 'loss': 0.896265983581543}
35
+ {'epoch': 0, 'iter': 340, 'avg_loss': 0.8471794229579811, 'avg_acc': 49.97067448680352, 'loss': 1.6743370294570923}
36
+ {'epoch': 0, 'iter': 350, 'avg_loss': 0.8443615075487357, 'avg_acc': 50.085470085470085, 'loss': 0.5914673209190369}
37
+ {'epoch': 0, 'iter': 360, 'avg_loss': 0.8454870282571731, 'avg_acc': 49.91689750692521, 'loss': 1.090012550354004}
38
+ {'epoch': 0, 'iter': 370, 'avg_loss': 0.839884057339793, 'avg_acc': 50.40431266846361, 'loss': 0.1998119056224823}
39
+ {'epoch': 0, 'iter': 380, 'avg_loss': 0.8448523341475196, 'avg_acc': 50.13123359580053, 'loss': 0.8307355046272278}
40
+ {'epoch': 0, 'iter': 390, 'avg_loss': 0.843209407728194, 'avg_acc': 50.230179028132994, 'loss': 0.5250450372695923}
41
+ {'epoch': 0, 'iter': 400, 'avg_loss': 0.8433360394062545, 'avg_acc': 50.32418952618454, 'loss': 1.0489654541015625}
42
+ {'epoch': 0, 'iter': 410, 'avg_loss': 0.8395234309227507, 'avg_acc': 50.51094890510949, 'loss': 0.6405119299888611}
43
+ {'epoch': 0, 'iter': 420, 'avg_loss': 0.8357288829823004, 'avg_acc': 50.641330166270784, 'loss': 0.8002420663833618}
44
+ {'epoch': 0, 'iter': 430, 'avg_loss': 0.8367320633992518, 'avg_acc': 50.62645011600928, 'loss': 1.1284911632537842}
45
+ {'epoch': 0, 'iter': 440, 'avg_loss': 0.8386554056588484, 'avg_acc': 50.52154195011338, 'loss': 1.08228600025177}
46
+ {'epoch': 0, 'iter': 450, 'avg_loss': 0.8370322342755525, 'avg_acc': 50.46563192904656, 'loss': 1.0331103801727295}
47
+ {'epoch': 0, 'iter': 460, 'avg_loss': 0.8364622235912305, 'avg_acc': 50.32537960954448, 'loss': 1.0094430446624756}
48
+ {'epoch': 0, 'iter': 470, 'avg_loss': 0.834491087167253, 'avg_acc': 50.360934182590235, 'loss': 0.4094296991825104}
49
+ {'epoch': 0, 'iter': 480, 'avg_loss': 0.8340893281069962, 'avg_acc': 50.47817047817048, 'loss': 1.0106666088104248}
50
+ {'epoch': 0, 'iter': 490, 'avg_loss': 0.8331635599678986, 'avg_acc': 50.54989816700611, 'loss': 0.35156938433647156}
51
+ {'epoch': 0, 'iter': 500, 'avg_loss': 0.8373230056104783, 'avg_acc': 50.13972055888224, 'loss': 0.9659565091133118}
52
+ {'epoch': 0, 'iter': 510, 'avg_loss': 0.8374981535361704, 'avg_acc': 50.09784735812133, 'loss': 0.7045881748199463}
53
+ {'epoch': 0, 'iter': 520, 'avg_loss': 0.8361871542119477, 'avg_acc': 50.134357005758154, 'loss': 0.33713895082473755}
54
+ {'epoch': 0, 'iter': 530, 'avg_loss': 0.836828350838407, 'avg_acc': 50.09416195856874, 'loss': 1.1285535097122192}
55
+ {'epoch': 0, 'iter': 540, 'avg_loss': 0.8358032265316536, 'avg_acc': 50.018484288354905, 'loss': 0.8191289901733398}
56
+ {'epoch': 0, 'iter': 550, 'avg_loss': 0.8363898064799188, 'avg_acc': 49.94555353901997, 'loss': 1.096244215965271}
57
+ {'epoch': 0, 'iter': 560, 'avg_loss': 0.8349341601266156, 'avg_acc': 50.01782531194296, 'loss': 1.071182131767273}
58
+ {'epoch': 0, 'iter': 570, 'avg_loss': 0.8398617016324438, 'avg_acc': 49.73730297723292, 'loss': 1.7218860387802124}
59
+ {'epoch': 0, 'iter': 580, 'avg_loss': 0.83726542663605, 'avg_acc': 49.87951807228916, 'loss': 1.0341259241104126}
60
+ {'epoch': 0, 'iter': 590, 'avg_loss': 0.8399139516017764, 'avg_acc': 49.813874788494076, 'loss': 0.8654254078865051}
61
+ {'epoch': 0, 'iter': 600, 'avg_loss': 0.8383659820464407, 'avg_acc': 49.85024958402662, 'loss': 0.7150485515594482}
62
+ {'epoch': 0, 'iter': 610, 'avg_loss': 0.8366345001198656, 'avg_acc': 49.88543371522095, 'loss': 1.394334077835083}
63
+ {'epoch': 0, 'iter': 620, 'avg_loss': 0.8379202923121084, 'avg_acc': 49.82286634460548, 'loss': 1.420540452003479}
64
+ {'epoch': 0, 'iter': 630, 'avg_loss': 0.8347948631729264, 'avg_acc': 49.98415213946117, 'loss': 0.7180418372154236}
65
+ {'epoch': 0, 'iter': 640, 'avg_loss': 0.8339698978012512, 'avg_acc': 50.078003120124805, 'loss': 1.141913890838623}
66
+ {'epoch': 0, 'iter': 650, 'avg_loss': 0.8343299845556876, 'avg_acc': 50.10752688172043, 'loss': 0.8527742624282837}
67
+ {'epoch': 0, 'iter': 660, 'avg_loss': 0.837722477535527, 'avg_acc': 49.83358547655068, 'loss': 0.9706290364265442}
68
+ {'epoch': 0, 'iter': 670, 'avg_loss': 0.8366440025487174, 'avg_acc': 49.77645305514158, 'loss': 1.2990946769714355}
69
+ {'epoch': 0, 'iter': 680, 'avg_loss': 0.8395160532798536, 'avg_acc': 49.66226138032305, 'loss': 0.5355633497238159}
70
+ {'epoch': 0, 'iter': 690, 'avg_loss': 0.8444204191244632, 'avg_acc': 49.493487698986975, 'loss': 0.2466675490140915}
71
+ {'epoch': 0, 'iter': 700, 'avg_loss': 0.8416159591410367, 'avg_acc': 49.61483594864479, 'loss': 0.7374311685562134}
72
+ {'epoch': 0, 'iter': 710, 'avg_loss': 0.8393642305594289, 'avg_acc': 49.67651195499297, 'loss': 0.3212866485118866}
73
+ {'epoch': 0, 'iter': 720, 'avg_loss': 0.841012371158881, 'avg_acc': 49.51456310679612, 'loss': 1.3484477996826172}
74
+ {'epoch': 0, 'iter': 730, 'avg_loss': 0.8407175670264521, 'avg_acc': 49.54856361149111, 'loss': 0.5898936986923218}
75
+ {'epoch': 0, 'iter': 740, 'avg_loss': 0.8438651347470026, 'avg_acc': 49.392712550607285, 'loss': 0.7935500144958496}
76
+ {'epoch': 0, 'iter': 750, 'avg_loss': 0.8427312573028627, 'avg_acc': 49.427430093209054, 'loss': 0.5226874351501465}
77
+ {'epoch': 0, 'iter': 760, 'avg_loss': 0.8423083982823243, 'avg_acc': 49.40867279894875, 'loss': 0.8581193089485168}
78
+ {'epoch': 0, 'iter': 770, 'avg_loss': 0.8414477472484653, 'avg_acc': 49.416342412451364, 'loss': 1.2420446872711182}
79
+ {'epoch': 0, 'iter': 780, 'avg_loss': 0.8416268988089128, 'avg_acc': 49.34699103713188, 'loss': 0.47894859313964844}
80
+ {'epoch': 0, 'iter': 790, 'avg_loss': 0.8410801652409183, 'avg_acc': 49.35524652338812, 'loss': 1.0142700672149658}
81
+ {'epoch': 0, 'iter': 800, 'avg_loss': 0.8408498357000125, 'avg_acc': 49.36329588014981, 'loss': 0.9613755345344543}
82
+ {'epoch': 0, 'iter': 810, 'avg_loss': 0.8416089360428797, 'avg_acc': 49.34648581997534, 'loss': 1.3015892505645752}
83
+ {'epoch': 0, 'iter': 820, 'avg_loss': 0.8395007995936234, 'avg_acc': 49.52496954933008, 'loss': 0.9338960647583008}
84
+ {'epoch': 0, 'iter': 830, 'avg_loss': 0.838181600978802, 'avg_acc': 49.50661853188929, 'loss': 0.7792344093322754}
85
+ {'epoch': 0, 'iter': 840, 'avg_loss': 0.8403147210795587, 'avg_acc': 49.417360285374556, 'loss': 1.440913438796997}
86
+ {'epoch': 0, 'iter': 850, 'avg_loss': 0.8374323704653145, 'avg_acc': 49.588719153936545, 'loss': 0.8902578353881836}
87
+ {'epoch': 0, 'iter': 860, 'avg_loss': 0.8375648285903721, 'avg_acc': 49.63995354239257, 'loss': 0.8878756761550903}
88
+ {'epoch': 0, 'iter': 870, 'avg_loss': 0.8359213459094822, 'avg_acc': 49.73593570608496, 'loss': 0.34907668828964233}
89
+ {'epoch': 0, 'iter': 880, 'avg_loss': 0.8365215070537216, 'avg_acc': 49.67082860385925, 'loss': 1.3084475994110107}
90
+ {'epoch': 0, 'iter': 890, 'avg_loss': 0.8371901122056675, 'avg_acc': 49.494949494949495, 'loss': 0.05889111012220383}
91
+ {'epoch': 0, 'iter': 900, 'avg_loss': 0.8373297174501498, 'avg_acc': 49.34517203107659, 'loss': 1.001187801361084}
92
+ {'epoch': 0, 'iter': 910, 'avg_loss': 0.8390583926985606, 'avg_acc': 49.198682766191, 'loss': 1.4160548448562622}
93
+ {'epoch': 0, 'iter': 920, 'avg_loss': 0.8358428022550191, 'avg_acc': 49.42453854505972, 'loss': 0.4853971004486084}
94
+ {'epoch': 0, 'iter': 930, 'avg_loss': 0.8350015744150773, 'avg_acc': 49.45220193340494, 'loss': 0.5808050632476807}
95
+ {'epoch': 0, 'iter': 940, 'avg_loss': 0.8385657986960553, 'avg_acc': 49.22422954303932, 'loss': 0.3984939157962799}
96
+ {'epoch': 0, 'iter': 950, 'avg_loss': 0.839383370766943, 'avg_acc': 49.127234490010515, 'loss': 0.813109278678894}
97
+ {'epoch': 0, 'iter': 960, 'avg_loss': 0.8396642707621642, 'avg_acc': 49.15712799167534, 'loss': 1.1585527658462524}
98
+ {'epoch': 0, 'iter': 970, 'avg_loss': 0.8415472746493887, 'avg_acc': 49.001029866117406, 'loss': 1.4033845663070679}
99
+ {'epoch': 0, 'iter': 980, 'avg_loss': 0.8423048800178381, 'avg_acc': 48.9908256880734, 'loss': 0.8742801547050476}
100
+ {'epoch': 0, 'iter': 990, 'avg_loss': 0.8407404860697769, 'avg_acc': 49.04137235116045, 'loss': 0.8116447329521179}
101
+ {'epoch': 0, 'iter': 1000, 'avg_loss': 0.8400883423415693, 'avg_acc': 49.11088911088911, 'loss': 0.39501243829727173}
102
+ {'epoch': 0, 'iter': 1010, 'avg_loss': 0.839631838611632, 'avg_acc': 49.09990108803165, 'loss': 1.2542493343353271}
103
+ {'epoch': 0, 'iter': 1020, 'avg_loss': 0.8393463953658136, 'avg_acc': 49.10871694417238, 'loss': 0.08634557574987411}
104
+ {'epoch': 0, 'iter': 1030, 'avg_loss': 0.8397573613129, 'avg_acc': 49.15615906886518, 'loss': 0.26654699444770813}
105
+ {'epoch': 0, 'iter': 1040, 'avg_loss': 0.8374638327904669, 'avg_acc': 49.29875120076849, 'loss': 0.5523112416267395}
106
+ {'epoch': 0, 'iter': 1050, 'avg_loss': 0.8350760937091513, 'avg_acc': 49.41960038058991, 'loss': 0.3762044310569763}
107
+ {'epoch': 0, 'iter': 1060, 'avg_loss': 0.8338885612427682, 'avg_acc': 49.519321394910456, 'loss': 0.8889110684394836}
108
+ {'epoch': 0, 'iter': 1070, 'avg_loss': 0.8326838914684109, 'avg_acc': 49.561157796451916, 'loss': 0.8758810758590698}
109
+ {'epoch': 0, 'iter': 1080, 'avg_loss': 0.8316297902416345, 'avg_acc': 49.60222016651249, 'loss': 0.3355778157711029}
110
+ {'epoch': 0, 'iter': 1090, 'avg_loss': 0.8303167749705062, 'avg_acc': 49.66086159486709, 'loss': 1.7773420810699463}
111
+ {'epoch': 0, 'iter': 1100, 'avg_loss': 0.8307014978968696, 'avg_acc': 49.59128065395095, 'loss': 0.4490194320678711}
112
+ {'epoch': 0, 'iter': 1110, 'avg_loss': 0.829916195697499, 'avg_acc': 49.61296129612961, 'loss': 0.9291375875473022}
113
+ {'epoch': 0, 'iter': 1120, 'avg_loss': 0.8308844893546002, 'avg_acc': 49.527207850133806, 'loss': 0.8087556958198547}
114
+ {'epoch': 0, 'iter': 1130, 'avg_loss': 0.8311209924696927, 'avg_acc': 49.47833775419983, 'loss': 0.4031461775302887}
115
+ {'epoch': 0, 'iter': 1140, 'avg_loss': 0.8316771266271836, 'avg_acc': 49.430324276950046, 'loss': 0.9352560043334961}
116
+ {'epoch': 0, 'iter': 1150, 'avg_loss': 0.8324808607235564, 'avg_acc': 49.417897480451785, 'loss': 0.591636598110199}
117
+ {'epoch': 0, 'iter': 1160, 'avg_loss': 0.8306051955223853, 'avg_acc': 49.52627045650301, 'loss': 0.3300286531448364}
118
+ {'epoch': 0, 'iter': 1170, 'avg_loss': 0.8308914496279445, 'avg_acc': 49.47907771135782, 'loss': 0.8150215148925781}
119
+ {'epoch': 0, 'iter': 1180, 'avg_loss': 0.8336381048790537, 'avg_acc': 49.43268416596105, 'loss': 1.0912704467773438}
120
+ {'epoch': 0, 'iter': 1190, 'avg_loss': 0.8345428851443264, 'avg_acc': 49.42065491183879, 'loss': 0.514855146408081}
121
+ {'epoch': 0, 'iter': 1200, 'avg_loss': 0.8341766161181895, 'avg_acc': 49.4421315570358, 'loss': 1.6199758052825928}
122
+ {'epoch': 0, 'iter': 1210, 'avg_loss': 0.8323624321681768, 'avg_acc': 49.59537572254335, 'loss': 0.3433767259120941}
123
+ {'epoch': 0, 'iter': 1220, 'avg_loss': 0.8333055200383226, 'avg_acc': 49.565929565929565, 'loss': 0.44973379373550415}
124
+ {'epoch': 0, 'iter': 1230, 'avg_loss': 0.8347296627233853, 'avg_acc': 49.4557270511779, 'loss': 1.3848915100097656}
125
+ {'epoch': 0, 'iter': 1240, 'avg_loss': 0.8345351008897967, 'avg_acc': 49.47622884770346, 'loss': 1.0581235885620117}
126
+ {'epoch': 0, 'iter': 1250, 'avg_loss': 0.8347837905273687, 'avg_acc': 49.40047961630695, 'loss': 1.0419213771820068}
127
+ {'epoch': 0, 'iter': 1260, 'avg_loss': 0.8335237269164976, 'avg_acc': 49.48453608247423, 'loss': 0.8446853756904602}
128
+ {'epoch': 0, 'iter': 1270, 'avg_loss': 0.8322102597333567, 'avg_acc': 49.520062942564905, 'loss': 0.7030529379844666}
129
+ {'epoch': 0, 'iter': 1280, 'avg_loss': 0.8313099459587224, 'avg_acc': 49.57064793130367, 'loss': 0.9923626184463501}
130
+ {'epoch': 0, 'iter': 1290, 'avg_loss': 0.8322900760108006, 'avg_acc': 49.558481797056544, 'loss': 0.5641698241233826}
131
+ {'epoch': 0, 'iter': 1300, 'avg_loss': 0.8326828305872241, 'avg_acc': 49.53112990007686, 'loss': 0.7724635004997253}
132
+ {'epoch': 0, 'iter': 1310, 'avg_loss': 0.8333614877049338, 'avg_acc': 49.488939740655994, 'loss': 0.6439077854156494}
133
+ {'epoch': 0, 'iter': 1320, 'avg_loss': 0.8338379807330324, 'avg_acc': 49.46252838758517, 'loss': 0.5741837024688721}
134
+ {'epoch': 0, 'iter': 1330, 'avg_loss': 0.8340229230809042, 'avg_acc': 49.43651389932381, 'loss': 0.668282687664032}
135
+ {'epoch': 0, 'iter': 1340, 'avg_loss': 0.835014664795108, 'avg_acc': 49.410887397464585, 'loss': 0.8206933736801147}
136
+ {'epoch': 0, 'iter': 1350, 'avg_loss': 0.8343156720949357, 'avg_acc': 49.44485566247224, 'loss': 0.13924013078212738}
137
+ {'epoch': 0, 'iter': 1360, 'avg_loss': 0.8338929435195817, 'avg_acc': 49.44893460690668, 'loss': 0.8398907780647278}
138
+ {'epoch': 0, 'iter': 1370, 'avg_loss': 0.8331911989143301, 'avg_acc': 49.49671772428884, 'loss': 0.6278539896011353}
139
+ {'epoch': 0, 'iter': 1380, 'avg_loss': 0.8331252714453142, 'avg_acc': 49.44243301955105, 'loss': 0.4660784602165222}
140
+ {'epoch': 0, 'iter': 1390, 'avg_loss': 0.8321472365706409, 'avg_acc': 49.47519769949677, 'loss': 1.2442187070846558}
141
+ {'epoch': 0, 'iter': 1400, 'avg_loss': 0.8323865085760455, 'avg_acc': 49.42184154175589, 'loss': 0.25013303756713867}
142
+ {'epoch': 0, 'iter': 1410, 'avg_loss': 0.8306297900156506, 'avg_acc': 49.52515946137491, 'loss': 0.12614232301712036}
143
+ {'epoch': 0, 'iter': 1420, 'avg_loss': 0.8297607646960133, 'avg_acc': 49.5707248416608, 'loss': 0.31087762117385864}
144
+ {'epoch': 0, 'iter': 1430, 'avg_loss': 0.8298887330140583, 'avg_acc': 49.55974842767296, 'loss': 0.882307231426239}
145
+ {'epoch': 0, 'iter': 1440, 'avg_loss': 0.8290652843278824, 'avg_acc': 49.61832061068702, 'loss': 1.0931564569473267}
146
+ {'epoch': 0, 'iter': 1450, 'avg_loss': 0.8307733472942443, 'avg_acc': 49.52446588559614, 'loss': 1.464747667312622}
147
+ {'epoch': 0, 'iter': 1460, 'avg_loss': 0.8302504067206571, 'avg_acc': 49.52772073921971, 'loss': 0.5775898098945618}
148
+ {'epoch': 0, 'iter': 1470, 'avg_loss': 0.8302081378466778, 'avg_acc': 49.50373895309313, 'loss': 0.42144566774368286}
149
+ {'epoch': 0, 'iter': 1480, 'avg_loss': 0.8305903173942851, 'avg_acc': 49.48008102633356, 'loss': 1.0538232326507568}
150
+ {'epoch': 0, 'iter': 1490, 'avg_loss': 0.8296245323665226, 'avg_acc': 49.523809523809526, 'loss': 1.2941386699676514}
151
+ {'epoch': 0, 'iter': 1500, 'avg_loss': 0.8301101487296212, 'avg_acc': 49.513657561625585, 'loss': 1.287671685218811}
152
+ {'epoch': 0, 'iter': 1510, 'avg_loss': 0.8287046240491042, 'avg_acc': 49.59629384513567, 'loss': 0.8711921572685242}
153
+ {'epoch': 0, 'iter': 1520, 'avg_loss': 0.828836366977545, 'avg_acc': 49.5595003287311, 'loss': 0.7655135989189148}
154
+ {'epoch': 0, 'iter': 1530, 'avg_loss': 0.8287936355444164, 'avg_acc': 49.536250816459834, 'loss': 1.1068824529647827}
155
+ {'epoch': 0, 'iter': 1540, 'avg_loss': 0.8294982521647877, 'avg_acc': 49.487345879299156, 'loss': 0.6609041094779968}
156
+ {'epoch': 0, 'iter': 1550, 'avg_loss': 0.8308065780957886, 'avg_acc': 49.41328175370728, 'loss': 1.1304337978363037}
157
+ {'epoch': 0, 'iter': 1560, 'avg_loss': 0.8306861231073709, 'avg_acc': 49.42985265855221, 'loss': 1.0384924411773682}
158
+ {'epoch': 0, 'iter': 1570, 'avg_loss': 0.8305452632119631, 'avg_acc': 49.43348185868873, 'loss': 0.32981905341148376}
159
+ {'epoch': 0, 'iter': 1580, 'avg_loss': 0.8302107833580342, 'avg_acc': 49.46236559139785, 'loss': 0.6152337193489075}
160
+ {'epoch': 0, 'iter': 1590, 'avg_loss': 0.8310809871246236, 'avg_acc': 49.40289126335638, 'loss': 0.7991870641708374}
161
+ {'epoch': 0, 'iter': 1600, 'avg_loss': 0.8316431573285563, 'avg_acc': 49.35665209244222, 'loss': 0.782666802406311}
162
+ {'epoch': 0, 'iter': 1610, 'avg_loss': 0.8320418475860583, 'avg_acc': 49.28615766604593, 'loss': 0.7858224511146545}
163
+ {'epoch': 0, 'iter': 1620, 'avg_loss': 0.8336022020990396, 'avg_acc': 49.228871067242444, 'loss': 1.8081977367401123}
164
+ {'epoch': 0, 'iter': 1630, 'avg_loss': 0.8332781274600273, 'avg_acc': 49.233599019006746, 'loss': 0.6058189272880554}
165
+ {'epoch': 0, 'iter': 1640, 'avg_loss': 0.8345715292070531, 'avg_acc': 49.16514320536258, 'loss': 0.5659493207931519}
166
+ {'epoch': 0, 'iter': 1650, 'avg_loss': 0.8341774856305029, 'avg_acc': 49.21865536038764, 'loss': 0.7113481760025024}
167
+ {'epoch': 0, 'iter': 1660, 'avg_loss': 0.8351946033465618, 'avg_acc': 49.21131848284166, 'loss': 0.5766188502311707}
168
+ {'epoch': 0, 'iter': 1670, 'avg_loss': 0.834263517099412, 'avg_acc': 49.22800718132855, 'loss': 0.23353233933448792}
169
+ {'epoch': 0, 'iter': 1680, 'avg_loss': 0.8347010161131532, 'avg_acc': 49.196906603212376, 'loss': 0.5279679894447327}
170
+ {'epoch': 0, 'iter': 1690, 'avg_loss': 0.8346453218405272, 'avg_acc': 49.23713778829095, 'loss': 1.670156717300415}
171
+ {'epoch': 0, 'iter': 1700, 'avg_loss': 0.8357068010392888, 'avg_acc': 49.14756025867137, 'loss': 1.2233474254608154}
172
+ {'epoch': 0, 'iter': 1710, 'avg_loss': 0.8352145176165324, 'avg_acc': 49.152542372881356, 'loss': 0.35918334126472473}
173
+ {'epoch': 0, 'iter': 1720, 'avg_loss': 0.8346754833168412, 'avg_acc': 49.169087739686226, 'loss': 1.030288815498352}
174
+ {'epoch': 0, 'iter': 1730, 'avg_loss': 0.8337700451788256, 'avg_acc': 49.2316580011554, 'loss': 1.0145723819732666}
175
+ {'epoch': 0, 'iter': 1740, 'avg_loss': 0.8333988783111831, 'avg_acc': 49.25904652498564, 'loss': 0.8879216313362122}
176
+ {'epoch': 0, 'iter': 1750, 'avg_loss': 0.8339005596510245, 'avg_acc': 49.26327812678469, 'loss': 1.3036143779754639}
177
+ {'epoch': 0, 'iter': 1760, 'avg_loss': 0.8346688867034152, 'avg_acc': 49.2106757524134, 'loss': 0.6820599436759949}
178
+ {'epoch': 0, 'iter': 1770, 'avg_loss': 0.8338430664280692, 'avg_acc': 49.271597967250145, 'loss': 1.660683035850525}
179
+ {'epoch': 0, 'iter': 1780, 'avg_loss': 0.8326296627852001, 'avg_acc': 49.36552498596294, 'loss': 1.1858241558074951}
180
+ {'epoch': 0, 'iter': 1790, 'avg_loss': 0.8335982320059584, 'avg_acc': 49.346733668341706, 'loss': 0.6830838918685913}
181
+ {'epoch': 0, 'iter': 1800, 'avg_loss': 0.8334796166131226, 'avg_acc': 49.328151027207106, 'loss': 0.8519746661186218}
182
+ {'epoch': 0, 'iter': 1810, 'avg_loss': 0.8337059638991104, 'avg_acc': 49.331860850358915, 'loss': 0.16142025589942932}
183
+ {'epoch': 0, 'iter': 1820, 'avg_loss': 0.8316486267038488, 'avg_acc': 49.456342668863265, 'loss': 0.1394883692264557}
184
+ {'epoch': 0, 'iter': 1830, 'avg_loss': 0.8327725730502723, 'avg_acc': 49.393773894046966, 'loss': 1.0042150020599365}
185
+ {'epoch': 0, 'iter': 1840, 'avg_loss': 0.8346601628770749, 'avg_acc': 49.32102118413905, 'loss': 1.5465748310089111}
186
+ {'epoch': 0, 'iter': 1850, 'avg_loss': 0.8346305858547111, 'avg_acc': 49.31388438681793, 'loss': 0.7165025472640991}
187
+ {'epoch': 0, 'iter': 1860, 'avg_loss': 0.8347482590414164, 'avg_acc': 49.30682428801719, 'loss': 0.8855781555175781}
188
+ {'epoch': 0, 'iter': 1870, 'avg_loss': 0.8332876059351632, 'avg_acc': 49.396044895777656, 'loss': 1.1513125896453857}
189
+ {'epoch': 0, 'iter': 1880, 'avg_loss': 0.8336355887662376, 'avg_acc': 49.409888357256776, 'loss': 2.001399517059326}
190
+ {'epoch': 0, 'iter': 1890, 'avg_loss': 0.833723519222012, 'avg_acc': 49.402432575356954, 'loss': 1.2579646110534668}
191
+ {'epoch': 0, 'iter': 1900, 'avg_loss': 0.8336007724653759, 'avg_acc': 49.39505523408732, 'loss': 0.49216803908348083}
192
+ {'epoch': 0, 'iter': 1910, 'avg_loss': 0.8319841571783814, 'avg_acc': 49.48194662480377, 'loss': 0.25087785720825195}
193
+ {'epoch': 0, 'iter': 1920, 'avg_loss': 0.8317710697934039, 'avg_acc': 49.50546590317543, 'loss': 0.5847722291946411}
194
+ {'epoch': 0, 'iter': 1930, 'avg_loss': 0.8320502200289781, 'avg_acc': 49.45624029000518, 'loss': 1.1240789890289307}
195
+ {'epoch': 0, 'iter': 1940, 'avg_loss': 0.8317437376241626, 'avg_acc': 49.48995363214838, 'loss': 1.2622500658035278}
196
+ {'epoch': 0, 'iter': 1950, 'avg_loss': 0.8306963240383131, 'avg_acc': 49.55407483341876, 'loss': 0.3197692036628723}
197
+ {'epoch': 0, 'iter': 1960, 'avg_loss': 0.8312365646848777, 'avg_acc': 49.51555328913819, 'loss': 0.5562728047370911}
198
+ {'epoch': 0, 'iter': 1970, 'avg_loss': 0.8316852250271101, 'avg_acc': 49.467275494672755, 'loss': 0.9021418690681458}
199
+ {'epoch': 0, 'iter': 1980, 'avg_loss': 0.8314192190461692, 'avg_acc': 49.5002523977789, 'loss': 0.4083077907562256}
200
+ {'epoch': 0, 'iter': 1990, 'avg_loss': 0.8308585169778914, 'avg_acc': 49.532898041185334, 'loss': 1.0279453992843628}
201
+ {'epoch': 0, 'iter': 2000, 'avg_loss': 0.8309066909635769, 'avg_acc': 49.50524737631184, 'loss': 0.7162888050079346}
202
+ {'epoch': 0, 'iter': 2010, 'avg_loss': 0.8303094242566531, 'avg_acc': 49.5574341123819, 'loss': 0.6504145860671997}
203
+ {'epoch': 0, 'iter': 2020, 'avg_loss': 0.8291791158865166, 'avg_acc': 49.628896585848594, 'loss': 0.7737433314323425}
204
+ {'epoch': 0, 'iter': 2030, 'avg_loss': 0.8290951106585434, 'avg_acc': 49.62087641555884, 'loss': 0.464985191822052}
205
+ {'epoch': 0, 'iter': 2040, 'avg_loss': 0.8290120994928624, 'avg_acc': 49.64233219010289, 'loss': 1.3486006259918213}
206
+ {'epoch': 0, 'iter': 2050, 'avg_loss': 0.829161848226287, 'avg_acc': 49.62457337883959, 'loss': 1.0950292348861694}
207
+ {'epoch': 0, 'iter': 2060, 'avg_loss': 0.829479688511911, 'avg_acc': 49.606986899563324, 'loss': 1.8924906253814697}
208
+ {'epoch': 0, 'iter': 2070, 'avg_loss': 0.8295263500406597, 'avg_acc': 49.57991308546596, 'loss': 1.0704317092895508}
209
+ {'epoch': 0, 'iter': 2080, 'avg_loss': 0.8304158874153231, 'avg_acc': 49.54348870735223, 'loss': 0.05567745491862297}
210
+ {'epoch': 0, 'iter': 2090, 'avg_loss': 0.8305929768162444, 'avg_acc': 49.52654232424677, 'loss': 0.9423614740371704}
211
+ {'epoch': 0, 'iter': 2100, 'avg_loss': 0.8317178092375646, 'avg_acc': 49.452641599238454, 'loss': 1.2359440326690674}
212
+ {'epoch': 0, 'iter': 2110, 'avg_loss': 0.8312430039351724, 'avg_acc': 49.502605400284224, 'loss': 0.3484538793563843}
213
+ {'epoch': 0, 'iter': 2120, 'avg_loss': 0.8320248162603109, 'avg_acc': 49.48609146628948, 'loss': 0.9748727679252625}
214
+ {'epoch': 0, 'iter': 2130, 'avg_loss': 0.8322087859237547, 'avg_acc': 49.46034725480995, 'loss': 0.8672474026679993}
215
+ {'epoch': 0, 'iter': 2140, 'avg_loss': 0.8320421507248863, 'avg_acc': 49.462867818776274, 'loss': 0.3389439582824707}
216
+ {'epoch': 0, 'iter': 2150, 'avg_loss': 0.832505397723753, 'avg_acc': 49.4746629474663, 'loss': 0.9431899785995483}
217
+ {'epoch': 0, 'iter': 2160, 'avg_loss': 0.8320137597534294, 'avg_acc': 49.48634891254049, 'loss': 0.44946378469467163}
218
+ {'epoch': 0, 'iter': 2170, 'avg_loss': 0.8315663281836745, 'avg_acc': 49.497927222478125, 'loss': 0.6112877726554871}
219
+ {'epoch': 0, 'iter': 2180, 'avg_loss': 0.8314972557725299, 'avg_acc': 49.48188904172398, 'loss': 0.8175934553146362}
220
+ {'epoch': 0, 'iter': 2190, 'avg_loss': 0.8319757314562961, 'avg_acc': 49.43861250570516, 'loss': 0.3313280940055847}
221
+ {'epoch': 0, 'iter': 2200, 'avg_loss': 0.8313714966299803, 'avg_acc': 49.486597001363016, 'loss': 0.4551452696323395}
222
+ {'epoch': 0, 'iter': 2210, 'avg_loss': 0.8306425541929129, 'avg_acc': 49.525101763907735, 'loss': 0.7763845920562744}
223
+ {'epoch': 0, 'iter': 2220, 'avg_loss': 0.8315275642938681, 'avg_acc': 49.44619540747411, 'loss': 1.4548444747924805}
224
+ {'epoch': 0, 'iter': 2230, 'avg_loss': 0.8307387355576444, 'avg_acc': 49.47557149260422, 'loss': 0.5544883608818054}
225
+ {'epoch': 0, 'iter': 2240, 'avg_loss': 0.8306797158001311, 'avg_acc': 49.486836233824185, 'loss': 0.3426803946495056}
226
+ {'epoch': 0, 'iter': 2250, 'avg_loss': 0.8298915072693024, 'avg_acc': 49.51577076854731, 'loss': 0.8145222663879395}
227
+ {'epoch': 0, 'iter': 2260, 'avg_loss': 0.829195272109905, 'avg_acc': 49.570986289252545, 'loss': 0.6297370195388794}
228
+ {'epoch': 0, 'iter': 2270, 'avg_loss': 0.8287524142483425, 'avg_acc': 49.59048877146631, 'loss': 0.5307811498641968}
229
+ {'epoch': 0, 'iter': 2280, 'avg_loss': 0.8283968913984999, 'avg_acc': 49.601052170100836, 'loss': 0.3891976475715637}
230
+ {'epoch': 0, 'iter': 2290, 'avg_loss': 0.8287848520329664, 'avg_acc': 49.55914447839371, 'loss': 1.0441396236419678}
231
+ {'epoch': 0, 'iter': 2300, 'avg_loss': 0.8294587969125897, 'avg_acc': 49.500217296827465, 'loss': 1.2115287780761719}
232
+ {'epoch': 0, 'iter': 2310, 'avg_loss': 0.8292920260699421, 'avg_acc': 49.511034184335784, 'loss': 0.5452807545661926}
233
+ {'epoch': 0, 'iter': 2320, 'avg_loss': 0.8288383058712483, 'avg_acc': 49.54760878931495, 'loss': 1.4366405010223389}
234
+ {'epoch': 0, 'iter': 2330, 'avg_loss': 0.8285154161222857, 'avg_acc': 49.575289575289574, 'loss': 1.3184970617294312}
235
+ {'epoch': 0, 'iter': 2340, 'avg_loss': 0.8284306895721422, 'avg_acc': 49.58564715933362, 'loss': 0.8829706907272339}
236
+ {'epoch': 0, 'iter': 2350, 'avg_loss': 0.8285956668193317, 'avg_acc': 49.587409612930664, 'loss': 0.47233548760414124}
237
+ {'epoch': 0, 'iter': 2360, 'avg_loss': 0.8285390244436335, 'avg_acc': 49.58915713680644, 'loss': 0.8386373519897461}
238
+ {'epoch': 0, 'iter': 2370, 'avg_loss': 0.8283426158321854, 'avg_acc': 49.59932517924926, 'loss': 1.3046985864639282}
239
+ {'epoch': 0, 'iter': 2380, 'avg_loss': 0.828570705212274, 'avg_acc': 49.59260814783704, 'loss': 0.4493468403816223}
240
+ {'epoch': 0, 'iter': 2390, 'avg_loss': 0.8278698799208536, 'avg_acc': 49.6194061062317, 'loss': 0.6185959577560425}
241
+ {'epoch': 0, 'iter': 2400, 'avg_loss': 0.8279391732757313, 'avg_acc': 49.61266139108705, 'loss': 0.7656506299972534}
242
+ {'epoch': 0, 'iter': 2410, 'avg_loss': 0.8276732375992872, 'avg_acc': 49.630858564910824, 'loss': 0.9107157588005066}
243
+ {'epoch': 0, 'iter': 2420, 'avg_loss': 0.8283235664513672, 'avg_acc': 49.566294919454776, 'loss': 0.7689210772514343}
244
+ {'epoch': 0, 'iter': 2430, 'avg_loss': 0.8288476319806608, 'avg_acc': 49.551624845742495, 'loss': 1.2238003015518188}
245
+ {'epoch': 0, 'iter': 2440, 'avg_loss': 0.8282126126347727, 'avg_acc': 49.58623514952888, 'loss': 0.12523962557315826}
246
+ {'epoch': 0, 'iter': 2450, 'avg_loss': 0.8285319802804608, 'avg_acc': 49.55528355773154, 'loss': 0.5382970571517944}
247
+ {'epoch': 0, 'iter': 2460, 'avg_loss': 0.8283297504528855, 'avg_acc': 49.57334416903698, 'loss': 0.4182251989841461}
248
+ {'epoch': 0, 'iter': 2470, 'avg_loss': 0.8275010720233066, 'avg_acc': 49.61554026709834, 'loss': 0.7780566215515137}
249
+ {'epoch': 0, 'iter': 2480, 'avg_loss': 0.8272721432134394, 'avg_acc': 49.609028617492946, 'loss': 0.39740025997161865}
250
+ {'epoch': 0, 'iter': 2490, 'avg_loss': 0.8265887766101426, 'avg_acc': 49.64271376957045, 'loss': 0.8457635641098022}
251
+ {'epoch': 0, 'iter': 2500, 'avg_loss': 0.8267440762086327, 'avg_acc': 49.620151939224314, 'loss': 0.8722335696220398}
252
+ {'epoch': 0, 'iter': 2510, 'avg_loss': 0.8261075556450325, 'avg_acc': 49.6694544006372, 'loss': 0.776369035243988}
253
+ {'epoch': 0, 'iter': 2520, 'avg_loss': 0.8263977160208142, 'avg_acc': 49.65489884966283, 'loss': 1.3947573900222778}
254
+ {'epoch': 0, 'iter': 2530, 'avg_loss': 0.8263937953354717, 'avg_acc': 49.6404583168708, 'loss': 0.49754947423934937}
255
+ {'epoch': 0, 'iter': 2540, 'avg_loss': 0.826291277432878, 'avg_acc': 49.61826052735144, 'loss': 0.6157897710800171}
256
+ {'epoch': 0, 'iter': 2550, 'avg_loss': 0.8256125919395267, 'avg_acc': 49.658957271658174, 'loss': 0.5098331570625305}
257
+ {'epoch': 0, 'iter': 2560, 'avg_loss': 0.8259666112863613, 'avg_acc': 49.636860601327605, 'loss': 0.3948942720890045}
258
+ {'epoch': 0, 'iter': 2570, 'avg_loss': 0.8259938411626172, 'avg_acc': 49.630493971217426, 'loss': 0.49834007024765015}
259
+ {'epoch': 0, 'iter': 2580, 'avg_loss': 0.8262382658997371, 'avg_acc': 49.63967454475009, 'loss': 1.2196638584136963}
260
+ {'epoch': 0, 'iter': 2590, 'avg_loss': 0.8258327789624793, 'avg_acc': 49.65650328058665, 'loss': 1.1396667957305908}
261
+ {'epoch': 0, 'iter': 2600, 'avg_loss': 0.8257337161087385, 'avg_acc': 49.65013456362937, 'loss': 1.146923303604126}
262
+ {'epoch': 0, 'iter': 2610, 'avg_loss': 0.8259498047667735, 'avg_acc': 49.62083492914592, 'loss': 1.2927930355072021}
263
+ {'epoch': 0, 'iter': 2620, 'avg_loss': 0.825620720784817, 'avg_acc': 49.63754292254865, 'loss': 0.9469374418258667}
264
+ {'epoch': 0, 'iter': 2630, 'avg_loss': 0.8263646108298327, 'avg_acc': 49.60091220068415, 'loss': 0.3963223993778229}
265
+ {'epoch': 0, 'iter': 2640, 'avg_loss': 0.8264172949441362, 'avg_acc': 49.6024233244983, 'loss': 1.1223208904266357}
266
+ {'epoch': 0, 'iter': 2650, 'avg_loss': 0.8272764062187844, 'avg_acc': 49.55111278762731, 'loss': 1.7126615047454834}
267
+ {'epoch': 0, 'iter': 2660, 'avg_loss': 0.8276014923349398, 'avg_acc': 49.5152198421646, 'loss': 1.1021140813827515}
268
+ {'epoch': 0, 'iter': 2670, 'avg_loss': 0.8276274659796763, 'avg_acc': 49.51703481842007, 'loss': 0.8673073649406433}
269
+ {'epoch': 0, 'iter': 2680, 'avg_loss': 0.8269761816022868, 'avg_acc': 49.55613577023499, 'loss': 0.7233175039291382}
270
+ {'epoch': 0, 'iter': 2690, 'avg_loss': 0.8267234336157042, 'avg_acc': 49.572649572649574, 'loss': 0.5715008974075317}
271
+ {'epoch': 0, 'iter': 2700, 'avg_loss': 0.8265796026607347, 'avg_acc': 49.54461310625694, 'loss': 0.6186575293540955}
272
+ {'epoch': 0, 'iter': 2710, 'avg_loss': 0.8256346668150758, 'avg_acc': 49.60531169310218, 'loss': 0.5752893686294556}
273
+ {'epoch': 0, 'iter': 2720, 'avg_loss': 0.8251882322661056, 'avg_acc': 49.62881293642044, 'loss': 0.39666640758514404}
274
+ {'epoch': 0, 'iter': 2730, 'avg_loss': 0.8256411216020889, 'avg_acc': 49.61552544855364, 'loss': 1.2381584644317627}
275
+ {'epoch': 0, 'iter': 2740, 'avg_loss': 0.8259146552898509, 'avg_acc': 49.602334914264866, 'loss': 1.5167688131332397}
276
+ {'epoch': 0, 'iter': 2750, 'avg_loss': 0.8252837160221016, 'avg_acc': 49.65467102871683, 'loss': 1.0742508172988892}
277
+ {'epoch': 0, 'iter': 2760, 'avg_loss': 0.8249721975942446, 'avg_acc': 49.655921767475554, 'loss': 0.6701642274856567}
278
+ {'epoch': 0, 'iter': 2770, 'avg_loss': 0.8253581293871023, 'avg_acc': 49.65716347888849, 'loss': 1.3819780349731445}
279
+ {'epoch': 0, 'iter': 2780, 'avg_loss': 0.8252258961648553, 'avg_acc': 49.672779575692196, 'loss': 0.7927950620651245}
280
+ {'epoch': 0, 'iter': 2790, 'avg_loss': 0.8252235136109306, 'avg_acc': 49.65245431744894, 'loss': 0.4590553343296051}
281
+ {'epoch': 0, 'iter': 2800, 'avg_loss': 0.8256811947627968, 'avg_acc': 49.632274187790074, 'loss': 1.7819582223892212}
282
+ {'epoch': 0, 'iter': 2810, 'avg_loss': 0.825960697374949, 'avg_acc': 49.6193525435788, 'loss': 1.2325754165649414}
283
+ {'epoch': 0, 'iter': 2820, 'avg_loss': 0.8262463724692951, 'avg_acc': 49.61361219425736, 'loss': 1.0329641103744507}
284
+ {'epoch': 0, 'iter': 2830, 'avg_loss': 0.825800862434379, 'avg_acc': 49.65030024726245, 'loss': 0.6028686761856079}
285
+ {'epoch': 0, 'iter': 2840, 'avg_loss': 0.8265945904470904, 'avg_acc': 49.62337205209433, 'loss': 0.29736170172691345}
286
+ {'epoch': 0, 'iter': 2850, 'avg_loss': 0.8269923728655845, 'avg_acc': 49.62469309014381, 'loss': 0.6179008483886719}
287
+ {'epoch': 0, 'iter': 2860, 'avg_loss': 0.82655872408091, 'avg_acc': 49.65396714435512, 'loss': 0.6810188293457031}
288
+ {'epoch': 0, 'iter': 2870, 'avg_loss': 0.8266435460369478, 'avg_acc': 49.64123998606757, 'loss': 1.29517662525177}
289
+ {'epoch': 0, 'iter': 2880, 'avg_loss': 0.8261988075881297, 'avg_acc': 49.65636931620965, 'loss': 0.7297588586807251}
290
+ {'epoch': 0, 'iter': 2890, 'avg_loss': 0.8260548352068969, 'avg_acc': 49.664475959875475, 'loss': 0.3798547685146332}
291
+ {'epoch': 0, 'iter': 2900, 'avg_loss': 0.8258478362787411, 'avg_acc': 49.665632540503275, 'loss': 0.5684517025947571}
292
+ {'epoch': 0, 'iter': 2910, 'avg_loss': 0.8258570284252824, 'avg_acc': 49.68052215733425, 'loss': 0.9845134615898132}
293
+ {'epoch': 0, 'iter': 2920, 'avg_loss': 0.8256502284877861, 'avg_acc': 49.67476891475522, 'loss': 1.0244686603546143}
294
+ {'epoch': 0, 'iter': 2930, 'avg_loss': 0.8257516311746598, 'avg_acc': 49.682702149437056, 'loss': 0.8894796371459961}
295
+ {'epoch': 0, 'iter': 2940, 'avg_loss': 0.8258702240742436, 'avg_acc': 49.68378102686161, 'loss': 1.1026933193206787}
296
+ {'epoch': 0, 'iter': 2950, 'avg_loss': 0.8258990081717043, 'avg_acc': 49.664520501524905, 'loss': 0.9219614267349243}
297
+ {'epoch': 0, 'iter': 2960, 'avg_loss': 0.8265930313789354, 'avg_acc': 49.59810874704492, 'loss': 1.341829538345337}
298
+ {'epoch': 0, 'iter': 2970, 'avg_loss': 0.8265323683742379, 'avg_acc': 49.57926624032312, 'loss': 0.8725964426994324}
299
+ {'epoch': 0, 'iter': 2980, 'avg_loss': 0.8266056277662646, 'avg_acc': 49.58067762495807, 'loss': 0.5725666284561157}
300
+ {'epoch': 0, 'iter': 2990, 'avg_loss': 0.8267031250199579, 'avg_acc': 49.588766298896694, 'loss': 0.8112378120422363}
301
+ {'epoch': 0, 'iter': 3000, 'avg_loss': 0.8261333814810035, 'avg_acc': 49.62345884705098, 'loss': 0.7438000440597534}
302
+ {'epoch': 0, 'iter': 3010, 'avg_loss': 0.8261912434795833, 'avg_acc': 49.631351710395215, 'loss': 0.6692845821380615}
303
+ {'epoch': 0, 'iter': 3020, 'avg_loss': 0.8256987090901068, 'avg_acc': 49.659053293611386, 'loss': 0.7599042654037476}
304
+ {'epoch': 0, 'iter': 3030, 'avg_loss': 0.8254208988526972, 'avg_acc': 49.68657208841966, 'loss': 1.1500022411346436}
305
+ {'epoch': 0, 'iter': 3040, 'avg_loss': 0.8258484031788242, 'avg_acc': 49.66129562643867, 'loss': 1.3897955417633057}
306
+ {'epoch': 0, 'iter': 3050, 'avg_loss': 0.8257875219536918, 'avg_acc': 49.668960996394624, 'loss': 0.3428133428096771}
307
+ {'epoch': 0, 'iter': 3060, 'avg_loss': 0.8264897574689781, 'avg_acc': 49.617771969944464, 'loss': 0.9237526059150696}
308
+ {'epoch': 0, 'iter': 3070, 'avg_loss': 0.8266202021500587, 'avg_acc': 49.6125040703354, 'loss': 0.8285101056098938}
309
+ {'epoch': 0, 'iter': 3080, 'avg_loss': 0.8269472968707472, 'avg_acc': 49.56832197338527, 'loss': 1.002220869064331}
310
+ {'epoch': 0, 'iter': 3090, 'avg_loss': 0.8269951321782417, 'avg_acc': 49.57618893561954, 'loss': 0.5850828886032104}
311
+ {'epoch': 0, 'iter': 3100, 'avg_loss': 0.8269803568646336, 'avg_acc': 49.55820702999033, 'loss': 0.6673496961593628}
312
+ {'epoch': 0, 'iter': 3110, 'avg_loss': 0.8268197491556665, 'avg_acc': 49.58534233365477, 'loss': 0.9231609106063843}
313
+ {'epoch': 0, 'iter': 3120, 'avg_loss': 0.8267869025514184, 'avg_acc': 49.59307914130087, 'loss': 1.1679941415786743}
314
+ {'epoch': 0, 'iter': 3130, 'avg_loss': 0.8272907703493834, 'avg_acc': 49.55605237943149, 'loss': 0.8984212875366211}
315
+ {'epoch': 0, 'iter': 3140, 'avg_loss': 0.8269587367362693, 'avg_acc': 49.58293537090099, 'loss': 0.16676273941993713}
316
+ {'epoch': 0, 'iter': 3150, 'avg_loss': 0.8269498036723313, 'avg_acc': 49.59060615677563, 'loss': 1.148356556892395}
317
+ {'epoch': 0, 'iter': 3160, 'avg_loss': 0.8262897493640048, 'avg_acc': 49.62986396709902, 'loss': 0.5422248244285583}
318
+ {'epoch': 0, 'iter': 3170, 'avg_loss': 0.8265107088096414, 'avg_acc': 49.6310312204352, 'loss': 2.134416103363037}
319
+ {'epoch': 0, 'iter': 3180, 'avg_loss': 0.8267096398946944, 'avg_acc': 49.619616472807294, 'loss': 0.46539416909217834}
320
+ {'epoch': 0, 'iter': 3190, 'avg_loss': 0.8265559032841915, 'avg_acc': 49.64587903478533, 'loss': 0.5927373766899109}
321
+ {'epoch': 0, 'iter': 3200, 'avg_loss': 0.826581837561113, 'avg_acc': 49.609497032177444, 'loss': 0.560450553894043}
322
+ {'epoch': 0, 'iter': 3210, 'avg_loss': 0.8269298907574725, 'avg_acc': 49.56711304889442, 'loss': 1.7275867462158203}
323
+ {'epoch': 0, 'iter': 3220, 'avg_loss': 0.82696480629344, 'avg_acc': 49.556038497361065, 'loss': 0.9961706399917603}
324
+ {'epoch': 0, 'iter': 3230, 'avg_loss': 0.8269229752741724, 'avg_acc': 49.53884246363355, 'loss': 1.0717252492904663}
325
+ {'epoch': 0, 'iter': 3240, 'avg_loss': 0.8274653913767589, 'avg_acc': 49.50323974082074, 'loss': 0.9286268353462219}
326
+ {'epoch': 0, 'iter': 3250, 'avg_loss': 0.8275591184791052, 'avg_acc': 49.480159950784376, 'loss': 0.8807673454284668}
327
+ {'epoch': 0, 'iter': 3260, 'avg_loss': 0.8274723198167735, 'avg_acc': 49.494020239190434, 'loss': 0.6756619215011597}
328
+ {'epoch': 0, 'iter': 3270, 'avg_loss': 0.8277840309815373, 'avg_acc': 49.45888107612351, 'loss': 1.0197460651397705}
329
+ {'epoch': 0, 'iter': 3280, 'avg_loss': 0.828531606417491, 'avg_acc': 49.42395611094179, 'loss': 0.8123264312744141}
330
+ {'epoch': 0, 'iter': 3290, 'avg_loss': 0.8283346519021324, 'avg_acc': 49.43786083257369, 'loss': 0.5787431001663208}
331
+ {'epoch': 0, 'iter': 3300, 'avg_loss': 0.8279372084512291, 'avg_acc': 49.46985761890336, 'loss': 0.32970285415649414}
332
+ {'epoch': 0, 'iter': 3310, 'avg_loss': 0.8280283242173783, 'avg_acc': 49.465418302627604, 'loss': 0.7065205574035645}
333
+ {'epoch': 0, 'iter': 3320, 'avg_loss': 0.8277120297470121, 'avg_acc': 49.48509485094851, 'loss': 0.17239177227020264}
334
+ {'epoch': 0, 'iter': 3330, 'avg_loss': 0.8275695036950232, 'avg_acc': 49.49864905433803, 'loss': 0.555207371711731}
335
+ {'epoch': 0, 'iter': 3340, 'avg_loss': 0.8269639021988241, 'avg_acc': 49.53008081412751, 'loss': 0.0933109000325203}
336
+ {'epoch': 0, 'iter': 3350, 'avg_loss': 0.8271680016807658, 'avg_acc': 49.5076096687556, 'loss': 1.174826741218567}
337
+ {'epoch': 0, 'iter': 3360, 'avg_loss': 0.8266081445349164, 'avg_acc': 49.544778339779825, 'loss': 0.5598542094230652}
338
+ {'epoch': 0, 'iter': 3370, 'avg_loss': 0.8256957211037995, 'avg_acc': 49.5935924058143, 'loss': 0.5399213433265686}
339
+ {'epoch': 0, 'iter': 3380, 'avg_loss': 0.8254783024674811, 'avg_acc': 49.600709849157056, 'loss': 1.2306369543075562}
340
+ {'epoch': 0, 'iter': 3390, 'avg_loss': 0.8256134352787112, 'avg_acc': 49.60188734886464, 'loss': 1.0851824283599854}
341
+ {'epoch': 0, 'iter': 3400, 'avg_loss': 0.8253155668172739, 'avg_acc': 49.60305792413996, 'loss': 0.6128515601158142}
342
+ {'epoch': 0, 'iter': 3410, 'avg_loss': 0.8246642541860039, 'avg_acc': 49.64526531808854, 'loss': 1.1469271183013916}
343
+ {'epoch': 0, 'iter': 3420, 'avg_loss': 0.8241695483410891, 'avg_acc': 49.68137971353405, 'loss': 1.3167574405670166}
344
+ {'epoch': 0, 'iter': 3430, 'avg_loss': 0.8238490720104976, 'avg_acc': 49.693966773535415, 'loss': 0.34108787775039673}
345
+ {'epoch': 0, 'iter': 3440, 'avg_loss': 0.8240863994950474, 'avg_acc': 49.68904388259227, 'loss': 0.904007613658905}
346
+ {'epoch': 0, 'iter': 3450, 'avg_loss': 0.8241049340046064, 'avg_acc': 49.68994494349464, 'loss': 0.9623841047286987}
347
+ {'epoch': 0, 'iter': 3460, 'avg_loss': 0.8238166875510814, 'avg_acc': 49.7081768275065, 'loss': 1.072615385055542}
348
+ {'epoch': 0, 'iter': 3470, 'avg_loss': 0.8235091768726771, 'avg_acc': 49.73206568712187, 'loss': 0.9579064249992371}
349
+ {'epoch': 0, 'iter': 3480, 'avg_loss': 0.8236045388441188, 'avg_acc': 49.744326343004886, 'loss': 1.2328333854675293}
350
+ {'epoch': 0, 'iter': 3490, 'avg_loss': 0.8237187320217639, 'avg_acc': 49.7336006874821, 'loss': 0.9513590931892395}
351
+ {'epoch': 0, 'iter': 3500, 'avg_loss': 0.8239494745934293, 'avg_acc': 49.7343616109683, 'loss': 0.6160719990730286}
352
+ {'epoch': 0, 'iter': 3510, 'avg_loss': 0.8238197042370956, 'avg_acc': 49.746510965536885, 'loss': 0.8093236088752747}
353
+ {'epoch': 0, 'iter': 3520, 'avg_loss': 0.8236548867594008, 'avg_acc': 49.758591309287134, 'loss': 0.5121423602104187}
354
+ {'epoch': 0, 'iter': 3530, 'avg_loss': 0.8238955764688132, 'avg_acc': 49.759274992919856, 'loss': 0.7486844658851624}
355
+ {'epoch': 0, 'iter': 3540, 'avg_loss': 0.8244916813180326, 'avg_acc': 49.731714205026826, 'loss': 0.93389493227005}
356
+ {'epoch': 0, 'iter': 3550, 'avg_loss': 0.824246501602008, 'avg_acc': 49.74936637566883, 'loss': 0.5797492265701294}
357
+ {'epoch': 0, 'iter': 3560, 'avg_loss': 0.8245416329721158, 'avg_acc': 49.72760460544791, 'loss': 1.1364898681640625}
358
+ {'epoch': 0, 'iter': 3570, 'avg_loss': 0.8243910048738042, 'avg_acc': 49.745169420330434, 'loss': 1.074672818183899}
359
+ {'epoch': 0, 'iter': 3580, 'avg_loss': 0.8241804235933946, 'avg_acc': 49.75705110304384, 'loss': 1.051153302192688}
360
+ {'epoch': 0, 'iter': 3590, 'avg_loss': 0.8237350861057203, 'avg_acc': 49.78000556947925, 'loss': 0.876387894153595}
361
+ {'epoch': 0, 'iter': 3600, 'avg_loss': 0.823289819252107, 'avg_acc': 49.79727853374063, 'loss': 0.4236515164375305}
362
+ {'epoch': 0, 'iter': 3610, 'avg_loss': 0.8233650866426513, 'avg_acc': 49.797839933536416, 'loss': 0.3645927608013153}
363
+ {'epoch': 0, 'iter': 3620, 'avg_loss': 0.8236766505345509, 'avg_acc': 49.78182822424744, 'loss': 1.6745113134384155}
364
+ {'epoch': 0, 'iter': 3630, 'avg_loss': 0.8234523636889389, 'avg_acc': 49.798953456348116, 'loss': 0.5838422179222107}
365
+ {'epoch': 0, 'iter': 3640, 'avg_loss': 0.8233094430264865, 'avg_acc': 49.80499862675089, 'loss': 0.9782652854919434}
366
+ {'epoch': 0, 'iter': 3650, 'avg_loss': 0.8233743289496287, 'avg_acc': 49.789098877019995, 'loss': 1.0327872037887573}
367
+ {'epoch': 0, 'iter': 3660, 'avg_loss': 0.8239122330664171, 'avg_acc': 49.751434034416825, 'loss': 1.0952651500701904}
368
+ {'epoch': 0, 'iter': 3670, 'avg_loss': 0.8237963867470424, 'avg_acc': 49.773903568509944, 'loss': 1.4007866382598877}
369
+ {'epoch': 0, 'iter': 3680, 'avg_loss': 0.8238600176166773, 'avg_acc': 49.76365118174409, 'loss': 0.7181708216667175}
370
+ {'epoch': 0, 'iter': 3690, 'avg_loss': 0.8243702616087388, 'avg_acc': 49.731780005418585, 'loss': 0.9760804176330566}
371
+ {'epoch': 0, 'iter': 3700, 'avg_loss': 0.8244577432471542, 'avg_acc': 49.71629289381248, 'loss': 1.040815830230713}
372
+ {'epoch': 0, 'iter': 3710, 'avg_loss': 0.8244470030890502, 'avg_acc': 49.700889248181085, 'loss': 0.5395153760910034}
373
+ {'epoch': 0, 'iter': 3720, 'avg_loss': 0.8237444260611918, 'avg_acc': 49.74469228701962, 'loss': 0.13972966372966766}
374
+ {'epoch': 0, 'iter': 3730, 'avg_loss': 0.8234360539824913, 'avg_acc': 49.75609756097561, 'loss': 1.0867310762405396}
375
+ {'epoch': 0, 'iter': 3740, 'avg_loss': 0.8239330616424871, 'avg_acc': 49.724672547447206, 'loss': 1.6071240901947021}
376
+ {'epoch': 0, 'iter': 3750, 'avg_loss': 0.8237298496655466, 'avg_acc': 49.72540655825114, 'loss': 0.41288867592811584}
377
+ {'epoch': 0, 'iter': 3760, 'avg_loss': 0.8232466364207578, 'avg_acc': 49.75272533900558, 'loss': 0.7190188765525818}
378
+ {'epoch': 0, 'iter': 3770, 'avg_loss': 0.8229000676019269, 'avg_acc': 49.77459559798462, 'loss': 0.6861037015914917}
379
+ {'epoch': 0, 'iter': 3780, 'avg_loss': 0.8222999819888147, 'avg_acc': 49.817508595609624, 'loss': 0.8229945302009583}
380
+ {'epoch': 0, 'iter': 3790, 'avg_loss': 0.8221973291723796, 'avg_acc': 49.82854128198365, 'loss': 1.0080355405807495}
381
+ {'epoch': 0, 'iter': 3800, 'avg_loss': 0.8222695282917452, 'avg_acc': 49.80794527755854, 'loss': 0.6625034213066101}
382
+ {'epoch': 0, 'iter': 3810, 'avg_loss': 0.8226745152668561, 'avg_acc': 49.78220939385988, 'loss': 0.9110606908798218}
383
+ {'epoch': 0, 'iter': 3820, 'avg_loss': 0.8230966263853093, 'avg_acc': 49.75137398586757, 'loss': 0.9314144253730774}
384
+ {'epoch': 0, 'iter': 3830, 'avg_loss': 0.8229302316660966, 'avg_acc': 49.74158183241973, 'loss': 0.7234623432159424}
385
+ {'epoch': 0, 'iter': 3840, 'avg_loss': 0.8223384974460852, 'avg_acc': 49.773496485290295, 'loss': 0.14411184191703796}
386
+ {'epoch': 0, 'iter': 3850, 'avg_loss': 0.822570662452157, 'avg_acc': 49.76369774084654, 'loss': 1.0740177631378174}
387
+ {'epoch': 0, 'iter': 3860, 'avg_loss': 0.8221993942080971, 'avg_acc': 49.779849779849776, 'loss': 0.6842604875564575}
388
+ {'epoch': 0, 'iter': 3870, 'avg_loss': 0.8215269125897935, 'avg_acc': 49.821751485404285, 'loss': 0.4212724268436432}
389
+ {'epoch': 0, 'iter': 3880, 'avg_loss': 0.8216788089701931, 'avg_acc': 49.83251739242463, 'loss': 0.1148943156003952}
390
+ {'epoch': 0, 'iter': 3890, 'avg_loss': 0.8215855384914267, 'avg_acc': 49.85350809560524, 'loss': 1.2026805877685547}
391
+ {'epoch': 0, 'iter': 3900, 'avg_loss': 0.821768238746113, 'avg_acc': 49.82824916688029, 'loss': 0.6074094176292419}
392
+ {'epoch': 0, 'iter': 3910, 'avg_loss': 0.8220076766936668, 'avg_acc': 49.83380209665047, 'loss': 0.39736658334732056}
393
+ {'epoch': 0, 'iter': 3920, 'avg_loss': 0.8212408069126903, 'avg_acc': 49.89033409844427, 'loss': 0.37839367985725403}
394
+ {'epoch': 0, 'iter': 3930, 'avg_loss': 0.8212649662770697, 'avg_acc': 49.88552531162554, 'loss': 0.8609587550163269}
395
+ {'epoch': 0, 'iter': 3940, 'avg_loss': 0.8215673012591367, 'avg_acc': 49.865516366404464, 'loss': 0.6547833681106567}
396
+ {'epoch': 0, 'iter': 3950, 'avg_loss': 0.821437165330623, 'avg_acc': 49.865856745127815, 'loss': 0.8827180862426758}
397
+ {'epoch': 0, 'iter': 3960, 'avg_loss': 0.8206938097647979, 'avg_acc': 49.921736935117394, 'loss': 0.5716266632080078}
398
+ {'epoch': 0, 'iter': 3970, 'avg_loss': 0.8206495418122075, 'avg_acc': 49.92697053638882, 'loss': 0.791077733039856}
399
+ {'epoch': 0, 'iter': 3980, 'avg_loss': 0.8209763470427964, 'avg_acc': 49.91208239135895, 'loss': 1.6721327304840088}
400
+ {'epoch': 0, 'iter': 3990, 'avg_loss': 0.8208321659638824, 'avg_acc': 49.92733650714107, 'loss': 0.6029655933380127}
401
+ {'epoch': 0, 'iter': 4000, 'avg_loss': 0.8213527982868766, 'avg_acc': 49.907523119220194, 'loss': 0.925308108329773}
402
+ {'epoch': 0, 'iter': 4010, 'avg_loss': 0.8213862050394336, 'avg_acc': 49.90276738967838, 'loss': 0.873616099357605}
403
+ {'epoch': 0, 'iter': 4020, 'avg_loss': 0.8212187178432941, 'avg_acc': 49.91793086296941, 'loss': 1.0626269578933716}
404
+ {'epoch': 0, 'iter': 4030, 'avg_loss': 0.8215662068506013, 'avg_acc': 49.89828826593897, 'loss': 0.6291561126708984}
405
+ {'epoch': 0, 'iter': 4040, 'avg_loss': 0.8210855425224611, 'avg_acc': 49.938134125216536, 'loss': 0.578697144985199}
406
+ {'epoch': 0, 'iter': 4050, 'avg_loss': 0.8207600413254016, 'avg_acc': 49.96790915823254, 'loss': 1.5083601474761963}
407
+ {'epoch': 0, 'iter': 4060, 'avg_loss': 0.8210629292192042, 'avg_acc': 49.95321349421325, 'loss': 0.6141077876091003}
408
+ {'epoch': 0, 'iter': 4070, 'avg_loss': 0.821245528343041, 'avg_acc': 49.9533284205355, 'loss': 0.12559257447719574}
409
+ {'epoch': 0, 'iter': 4080, 'avg_loss': 0.8216659757510627, 'avg_acc': 49.904435187454055, 'loss': 0.8654605746269226}
410
+ {'epoch': 0, 'iter': 4090, 'avg_loss': 0.8212488093596672, 'avg_acc': 49.92911268638475, 'loss': 0.44321489334106445}
411
+ {'epoch': 0, 'iter': 4100, 'avg_loss': 0.8211180878327594, 'avg_acc': 49.93416239941478, 'loss': 0.7221130132675171}
412
+ {'epoch': 0, 'iter': 4110, 'avg_loss': 0.8209304823045153, 'avg_acc': 49.92945755290684, 'loss': 1.0393270254135132}
413
+ {'epoch': 0, 'iter': 4120, 'avg_loss': 0.8210180045336709, 'avg_acc': 49.905362776025235, 'loss': 0.48501095175743103}
414
+ {'epoch': 0, 'iter': 4130, 'avg_loss': 0.8204090081685552, 'avg_acc': 49.94916485112564, 'loss': 0.8325225710868835}
415
+ {'epoch': 0, 'iter': 4140, 'avg_loss': 0.8206131074931117, 'avg_acc': 49.93962810915238, 'loss': 1.2764135599136353}
416
+ {'epoch': 0, 'iter': 4150, 'avg_loss': 0.8208471238424665, 'avg_acc': 49.93495543242592, 'loss': 1.968705415725708}
417
+ {'epoch': 0, 'iter': 4160, 'avg_loss': 0.8207060482788977, 'avg_acc': 49.94953136265321, 'loss': 1.0744723081588745}
418
+ {'epoch': 0, 'iter': 4170, 'avg_loss': 0.8209138017838177, 'avg_acc': 49.94485734835771, 'loss': 0.39454159140586853}
419
+ {'epoch': 0, 'iter': 4180, 'avg_loss': 0.820868928607351, 'avg_acc': 49.944989237024636, 'loss': 0.8347386121749878}
420
+ {'epoch': 0, 'iter': 4190, 'avg_loss': 0.820907470487739, 'avg_acc': 49.95466475781436, 'loss': 0.8936648368835449}
421
+ {'epoch': 0, 'iter': 4200, 'avg_loss': 0.8206510828819922, 'avg_acc': 49.959533444418, 'loss': 0.7209080457687378}
422
+ {'epoch': 0, 'iter': 4210, 'avg_loss': 0.8206590621154273, 'avg_acc': 49.96912847304678, 'loss': 0.14814123511314392}
423
+ {'epoch': 0, 'iter': 4220, 'avg_loss': 0.8204335268102348, 'avg_acc': 49.969201610992656, 'loss': 1.0743298530578613}
424
+ {'epoch': 0, 'iter': 4230, 'avg_loss': 0.8205227779202063, 'avg_acc': 49.95982037343418, 'loss': 0.6386973261833191}
425
+ {'epoch': 0, 'iter': 4240, 'avg_loss': 0.8204124734847438, 'avg_acc': 49.974062721056356, 'loss': 0.8289926648139954}
426
+ {'epoch': 0, 'iter': 4250, 'avg_loss': 0.8202023485930029, 'avg_acc': 49.974123735591625, 'loss': 0.774749219417572}
427
+ {'epoch': 0, 'iter': 4260, 'avg_loss': 0.8202250414540848, 'avg_acc': 49.969490729875616, 'loss': 0.5154701471328735}
428
+ {'epoch': 0, 'iter': 4270, 'avg_loss': 0.8204418737332273, 'avg_acc': 49.94614844298759, 'loss': 0.9630359411239624}
429
+ {'epoch': 0, 'iter': 4280, 'avg_loss': 0.8204398572512791, 'avg_acc': 49.941602429338936, 'loss': 0.8270748853683472}
430
+ {'epoch': 0, 'iter': 4290, 'avg_loss': 0.82036094708432, 'avg_acc': 49.93707760428804, 'loss': 0.5194220542907715}
431
+ {'epoch': 0, 'iter': 4300, 'avg_loss': 0.8204993702855825, 'avg_acc': 49.923273657289, 'loss': 0.5479357242584229}
432
+ {'epoch': 0, 'iter': 4310, 'avg_loss': 0.8208037392938187, 'avg_acc': 49.914173045697055, 'loss': 0.8568242788314819}
433
+ {'epoch': 0, 'iter': 4320, 'avg_loss': 0.8206482251592668, 'avg_acc': 49.919000231427916, 'loss': 1.0353963375091553}
434
+ {'epoch': 0, 'iter': 4330, 'avg_loss': 0.8209068986334128, 'avg_acc': 49.90533364119141, 'loss': 1.410670518875122}
435
+ {'epoch': 0, 'iter': 4340, 'avg_loss': 0.8211300110453438, 'avg_acc': 49.90094448283806, 'loss': 0.7193864583969116}
436
+ {'epoch': 0, 'iter': 4350, 'avg_loss': 0.8210384263840045, 'avg_acc': 49.90576878878419, 'loss': 0.9415649175643921}
437
+ {'epoch': 0, 'iter': 4360, 'avg_loss': 0.8206400940213092, 'avg_acc': 49.938087594588396, 'loss': 0.4099803864955902}
438
+ {'epoch': 0, 'iter': 4370, 'avg_loss': 0.8210709670303316, 'avg_acc': 49.919926790208194, 'loss': 1.2337870597839355}
439
+ {'epoch': 0, 'iter': 4380, 'avg_loss': 0.8210204652889193, 'avg_acc': 49.920109564026475, 'loss': 0.4839390218257904}
440
+ {'epoch': 0, 'iter': 4390, 'avg_loss': 0.8209727952679722, 'avg_acc': 49.920291505351855, 'loss': 1.3254029750823975}
441
+ {'epoch': 0, 'iter': 4400, 'avg_loss': 0.8214641735668725, 'avg_acc': 49.88866166780277, 'loss': 0.9230191111564636}
442
+ {'epoch': 0, 'iter': 4410, 'avg_loss': 0.8218090849073667, 'avg_acc': 49.87531172069826, 'loss': 0.7462213635444641}
443
+ {'epoch': 0, 'iter': 4420, 'avg_loss': 0.8215814178240324, 'avg_acc': 49.889165347206514, 'loss': 1.0206660032272339}
444
+ {'epoch': 0, 'iter': 4430, 'avg_loss': 0.8213463887989292, 'avg_acc': 49.89844278943805, 'loss': 0.5882744193077087}
445
+ {'epoch': 0, 'iter': 4440, 'avg_loss': 0.821293311476694, 'avg_acc': 49.88966448997974, 'loss': 0.7739362120628357}
446
+ {'epoch': 0, 'iter': 4450, 'avg_loss': 0.8211955144981324, 'avg_acc': 49.894405751516516, 'loss': 1.1123729944229126}
447
+ {'epoch': 0, 'iter': 4460, 'avg_loss': 0.8214737216594828, 'avg_acc': 49.894642456848246, 'loss': 0.560025691986084}
448
+ {'epoch': 0, 'iter': 4470, 'avg_loss': 0.8216060128865347, 'avg_acc': 49.89487810333259, 'loss': 1.4894706010818481}
449
+ {'epoch': 0, 'iter': 4480, 'avg_loss': 0.821683236104959, 'avg_acc': 49.890649408614145, 'loss': 0.6290419697761536}
450
+ {'epoch': 0, 'iter': 4490, 'avg_loss': 0.8219313633747846, 'avg_acc': 49.89089289690492, 'loss': 1.3495622873306274}
451
+ {'epoch': 0, 'iter': 4500, 'avg_loss': 0.8222854575500227, 'avg_acc': 49.87336147522773, 'loss': 0.7491157054901123}
452
+ {'epoch': 0, 'iter': 4510, 'avg_loss': 0.8223442907652208, 'avg_acc': 49.86920860119707, 'loss': 0.4129318594932556}
453
+ {'epoch': 0, 'iter': 4520, 'avg_loss': 0.8213931292252608, 'avg_acc': 49.93143109931431, 'loss': 0.17668645083904266}
454
+ {'epoch': 0, 'iter': 4530, 'avg_loss': 0.8211480429767247, 'avg_acc': 49.962480688589714, 'loss': 1.9868570566177368}
455
+ {'epoch': 0, 'iter': 4540, 'avg_loss': 0.8209873028698406, 'avg_acc': 49.9625633120458, 'loss': 1.1238524913787842}
456
+ {'epoch': 0, 'iter': 4550, 'avg_loss': 0.8206736979278804, 'avg_acc': 49.98461876510657, 'loss': 0.16162872314453125}
457
+ {'epoch': 0, 'iter': 4560, 'avg_loss': 0.8207516705331848, 'avg_acc': 49.98903749177812, 'loss': 0.43294090032577515}
458
+ {'epoch': 0, 'iter': 4570, 'avg_loss': 0.820322573086354, 'avg_acc': 50.01531393568147, 'loss': 0.832579493522644}
459
+ {'epoch': 0, 'iter': 4580, 'avg_loss': 0.8205126561566006, 'avg_acc': 50.006548788474134, 'loss': 1.2765711545944214}
460
+ {'epoch': 0, 'iter': 4590, 'avg_loss': 0.8205657204719793, 'avg_acc': 50.00653452406883, 'loss': 1.198526382446289}
461
+ {'epoch': 0, 'iter': 4600, 'avg_loss': 0.8207871796855963, 'avg_acc': 50.0021734405564, 'loss': 0.7216631770133972}
462
+ {'epoch': 0, 'iter': 4610, 'avg_loss': 0.8210583667643894, 'avg_acc': 49.984818911299065, 'loss': 1.0541843175888062}
463
+ {'epoch': 0, 'iter': 4620, 'avg_loss': 0.8208339113675202, 'avg_acc': 49.99350789872322, 'loss': 0.43234339356422424}
464
+ {'epoch': 0, 'iter': 4630, 'avg_loss': 0.8203870311686723, 'avg_acc': 50.02375296912114, 'loss': 0.7068375945091248}
465
+ {'epoch': 0, 'iter': 4640, 'avg_loss': 0.8204328142751897, 'avg_acc': 50.02801120448179, 'loss': 0.674679696559906}
466
+ {'epoch': 0, 'iter': 4650, 'avg_loss': 0.8202926473416928, 'avg_acc': 50.03655127929477, 'loss': 0.8795781135559082}
467
+ {'epoch': 0, 'iter': 4660, 'avg_loss': 0.8201428393501052, 'avg_acc': 50.040763784595576, 'loss': 1.230893611907959}
468
+ {'epoch': 0, 'iter': 4670, 'avg_loss': 0.8202174671865191, 'avg_acc': 50.03639477627917, 'loss': 0.6053146719932556}
469
+ {'epoch': 0, 'iter': 4680, 'avg_loss': 0.820211666147727, 'avg_acc': 50.053407391582994, 'loss': 1.038207769393921}
470
+ {'epoch': 0, 'iter': 4690, 'avg_loss': 0.8204022169357753, 'avg_acc': 50.05329354082285, 'loss': 1.0307742357254028}
471
+ {'epoch': 0, 'iter': 4700, 'avg_loss': 0.8202600019205963, 'avg_acc': 50.057434588385455, 'loss': 1.6126495599746704}
472
+ {'epoch': 0, 'iter': 4710, 'avg_loss': 0.8201593539421155, 'avg_acc': 50.08278497134366, 'loss': 0.7974860668182373}
473
+ {'epoch': 0, 'iter': 4720, 'avg_loss': 0.819964216227843, 'avg_acc': 50.09108239779708, 'loss': 0.8529130220413208}
474
+ {'epoch': 0, 'iter': 4730, 'avg_loss': 0.8200361031942074, 'avg_acc': 50.090889875290635, 'loss': 1.3281023502349854}
475
+ {'epoch': 0, 'iter': 4740, 'avg_loss': 0.8194405034300748, 'avg_acc': 50.137101877241086, 'loss': 0.08428879827260971}
476
+ {'epoch': 0, 'iter': 4750, 'avg_loss': 0.8196322867598591, 'avg_acc': 50.11576510208378, 'loss': 1.457553505897522}
477
+ {'epoch': 0, 'iter': 4760, 'avg_loss': 0.8198090184826582, 'avg_acc': 50.11132115101869, 'loss': 1.5406485795974731}
478
+ {'epoch': 0, 'iter': 4770, 'avg_loss': 0.8198272025615158, 'avg_acc': 50.11108782225948, 'loss': 0.617538571357727}
479
+ {'epoch': 0, 'iter': 4780, 'avg_loss': 0.819553809562654, 'avg_acc': 50.131771595900446, 'loss': 0.749821126461029}
480
+ {'epoch': 0, 'iter': 4790, 'avg_loss': 0.8195246995316495, 'avg_acc': 50.13984554372782, 'loss': 0.8017076253890991}
481
+ {'epoch': 0, 'iter': 4800, 'avg_loss': 0.8195498659632598, 'avg_acc': 50.143720058321186, 'loss': 0.8293207883834839}
482
+ {'epoch': 0, 'iter': 4810, 'avg_loss': 0.8194886576643706, 'avg_acc': 50.151735605903134, 'loss': 1.2891181707382202}
483
+ {'epoch': 0, 'iter': 4820, 'avg_loss': 0.8195427501382138, 'avg_acc': 50.15142086704003, 'loss': 1.4509304761886597}
484
+ {'epoch': 0, 'iter': 4830, 'avg_loss': 0.8200776399637794, 'avg_acc': 50.113848064582896, 'loss': 0.8974777460098267}
485
+ {'epoch': 0, 'iter': 4840, 'avg_loss': 0.8199216335630201, 'avg_acc': 50.130138401156785, 'loss': 0.05071842670440674}
486
+ {'epoch': 0, 'iter': 4850, 'avg_loss': 0.8194636519582855, 'avg_acc': 50.1669758812616, 'loss': 0.8269768953323364}
487
+ {'epoch': 0, 'iter': 4860, 'avg_loss': 0.8198837556298979, 'avg_acc': 50.13371734211067, 'loss': 0.813769519329071}
488
+ {'epoch': 0, 'iter': 4870, 'avg_loss': 0.8198276006252804, 'avg_acc': 50.137548757955244, 'loss': 0.5341945886611938}
489
+ {'epoch': 0, 'iter': 4880, 'avg_loss': 0.8198948088995968, 'avg_acc': 50.12907191149355, 'loss': 0.9878605008125305}
490
+ {'epoch': 0, 'iter': 4890, 'avg_loss': 0.8200055772457306, 'avg_acc': 50.11245144142302, 'loss': 0.7853568196296692}
491
+ {'epoch': 0, 'iter': 4900, 'avg_loss': 0.8201424052729409, 'avg_acc': 50.120383595184656, 'loss': 0.5056911706924438}
492
+ {'epoch': 0, 'iter': 4910, 'avg_loss': 0.8202047345413013, 'avg_acc': 50.128283445326815, 'loss': 0.5770787596702576}
493
+ {'epoch': 0, 'iter': 4920, 'avg_loss': 0.8197859911154596, 'avg_acc': 50.14834383255435, 'loss': 0.36781442165374756}
494
+ {'epoch': 0, 'iter': 4930, 'avg_loss': 0.8198930714706262, 'avg_acc': 50.13993104846887, 'loss': 1.6654466390609741}
495
+ {'epoch': 0, 'iter': 4940, 'avg_loss': 0.8199787100777407, 'avg_acc': 50.135600080955264, 'loss': 0.10312880575656891}
496
+ {'epoch': 0, 'iter': 4950, 'avg_loss': 0.8195065653846616, 'avg_acc': 50.16360331246212, 'loss': 0.5735862255096436}
497
+ {'epoch': 0, 'iter': 4960, 'avg_loss': 0.8191287099828501, 'avg_acc': 50.191493650473696, 'loss': 0.3525746464729309}
498
+ {'epoch': 0, 'iter': 4970, 'avg_loss': 0.8189805031716044, 'avg_acc': 50.18708509354255, 'loss': 0.4842633306980133}
499
+ {'epoch': 0, 'iter': 4980, 'avg_loss': 0.8187007776730225, 'avg_acc': 50.202770528006425, 'loss': 0.453603595495224}
500
+ {'epoch': 0, 'iter': 4990, 'avg_loss': 0.8185869294413344, 'avg_acc': 50.2143858946103, 'loss': 1.3417644500732422}
501
+ {'epoch': 0, 'iter': 5000, 'avg_loss': 0.818578115310032, 'avg_acc': 50.21795640871826, 'loss': 0.6433727145195007}
502
+ {'epoch': 0, 'iter': 5010, 'avg_loss': 0.8191198012210775, 'avg_acc': 50.18559169826382, 'loss': 0.31346553564071655}
503
+ {'epoch': 0, 'iter': 5020, 'avg_loss': 0.8186906084137843, 'avg_acc': 50.20912168890659, 'loss': 0.15994632244110107}
504
+ {'epoch': 0, 'iter': 5030, 'avg_loss': 0.8184523821932982, 'avg_acc': 50.22063208109719, 'loss': 0.9778628349304199}
505
+ {'epoch': 0, 'iter': 5040, 'avg_loss': 0.8184189216459739, 'avg_acc': 50.21225947232691, 'loss': 0.5305627584457397}
506
+ {'epoch': 0, 'iter': 5050, 'avg_loss': 0.8183307780852308, 'avg_acc': 50.22371807562859, 'loss': 0.8527145385742188}
507
+ {'epoch': 0, 'iter': 5060, 'avg_loss': 0.8179561746643657, 'avg_acc': 50.239083185141276, 'loss': 1.1032304763793945}
508
+ {'epoch': 0, 'iter': 5070, 'avg_loss': 0.8181922544786397, 'avg_acc': 50.222835732597126, 'loss': 0.4187331199645996}
509
+ {'epoch': 0, 'iter': 5080, 'avg_loss': 0.8184086807406493, 'avg_acc': 50.20665223381224, 'loss': 0.7716048359870911}
510
+ {'epoch': 0, 'iter': 5090, 'avg_loss': 0.81858970590508, 'avg_acc': 50.21803182086034, 'loss': 0.3173564076423645}
511
+ {'epoch': 0, 'iter': 5100, 'avg_loss': 0.8187493353218886, 'avg_acc': 50.20976279160949, 'loss': 1.219360589981079}
512
+ {'epoch': 0, 'iter': 5110, 'avg_loss': 0.8192907702997749, 'avg_acc': 50.19761299158677, 'loss': 0.6089175939559937}
513
+ {'epoch': 0, 'iter': 5120, 'avg_loss': 0.8192566336256071, 'avg_acc': 50.208943565709816, 'loss': 0.9024103879928589}
514
+ {'epoch': 0, 'iter': 5130, 'avg_loss': 0.819336837762032, 'avg_acc': 50.20463847203275, 'loss': 1.0279096364974976}
515
+ {'epoch': 0, 'iter': 5140, 'avg_loss': 0.8193158614308808, 'avg_acc': 50.21591130130325, 'loss': 0.6395122408866882}
516
+ {'epoch': 0, 'iter': 5150, 'avg_loss': 0.8192323650864635, 'avg_acc': 50.21937487866433, 'loss': 0.5960826873779297}
517
+ {'epoch': 0, 'iter': 5160, 'avg_loss': 0.8190287536660141, 'avg_acc': 50.238325905832205, 'loss': 0.7830170392990112}
518
+ {'epoch': 0, 'iter': 5170, 'avg_loss': 0.8189776374314941, 'avg_acc': 50.24946818797138, 'loss': 0.310812771320343}
519
+ {'epoch': 0, 'iter': 5180, 'avg_loss': 0.8191833512120911, 'avg_acc': 50.245126423470374, 'loss': 1.4947395324707031}
520
+ {'epoch': 0, 'iter': 5190, 'avg_loss': 0.8194297810898388, 'avg_acc': 50.2485070314005, 'loss': 1.3276393413543701}
521
+ {'epoch': 0, 'iter': 5200, 'avg_loss': 0.8194288398173022, 'avg_acc': 50.2518746394924, 'loss': 0.5749947428703308}
522
+ {'epoch': 0, 'iter': 5210, 'avg_loss': 0.8194343506742281, 'avg_acc': 50.23987718288237, 'loss': 0.894509494304657}
523
+ {'epoch': 0, 'iter': 5220, 'avg_loss': 0.8195230539504983, 'avg_acc': 50.23175636851178, 'loss': 0.8508895635604858}
524
+ {'epoch': 0, 'iter': 5230, 'avg_loss': 0.8195783133450999, 'avg_acc': 50.23131332441216, 'loss': 1.086972951889038}
525
+ {'epoch': 0, 'iter': 5240, 'avg_loss': 0.8195479949106415, 'avg_acc': 50.23468803663423, 'loss': 0.3793792724609375}
526
+ {'epoch': 0, 'iter': 5250, 'avg_loss': 0.8195516066464316, 'avg_acc': 50.23424109693392, 'loss': 0.9452041387557983}
527
+ {'epoch': 0, 'iter': 5260, 'avg_loss': 0.8194094453792261, 'avg_acc': 50.237597414940126, 'loss': 1.5668092966079712}
528
+ {'epoch': 0, 'iter': 5270, 'avg_loss': 0.8196725637445785, 'avg_acc': 50.22955795864162, 'loss': 0.6069427728652954}
529
+ {'epoch': 0, 'iter': 5280, 'avg_loss': 0.8197914548867231, 'avg_acc': 50.22154894906268, 'loss': 0.9137032628059387}
530
+ {'epoch': 0, 'iter': 5290, 'avg_loss': 0.8198995735595558, 'avg_acc': 50.20979020979021, 'loss': 0.9202163815498352}
531
+ {'epoch': 0, 'iter': 5300, 'avg_loss': 0.8198499942036411, 'avg_acc': 50.20562158083381, 'loss': 0.6565314531326294}
532
+ {'epoch': 0, 'iter': 5310, 'avg_loss': 0.819887148256699, 'avg_acc': 50.20146864997176, 'loss': 1.0553350448608398}
533
+ {'epoch': 0, 'iter': 5320, 'avg_loss': 0.8201895174240454, 'avg_acc': 50.186055252772036, 'loss': 0.9805105328559875}
534
+ {'epoch': 0, 'iter': 5330, 'avg_loss': 0.8206228024452572, 'avg_acc': 50.181954605139744, 'loss': 1.3014758825302124}
535
+ {'epoch': 0, 'iter': 5340, 'avg_loss': 0.820214467488984, 'avg_acc': 50.200337015540164, 'loss': 0.923169732093811}
536
+ {'epoch': 0, 'iter': 5350, 'avg_loss': 0.8202540436378429, 'avg_acc': 50.203700242945246, 'loss': 1.0033693313598633}
537
+ {'epoch': 0, 'iter': 5360, 'avg_loss': 0.8201816848259801, 'avg_acc': 50.21078157060251, 'loss': 0.9791465997695923}
538
+ {'epoch': 0, 'iter': 5370, 'avg_loss': 0.8203347510701727, 'avg_acc': 50.202941724073725, 'loss': 0.9991451501846313}
539
+ {'epoch': 0, 'iter': 5380, 'avg_loss': 0.8207754799305197, 'avg_acc': 50.17654711020256, 'loss': 1.3622958660125732}
540
+ {'epoch': 0, 'iter': 5390, 'avg_loss': 0.8205646404941578, 'avg_acc': 50.191059172695226, 'loss': 0.7609961628913879}
541
+ {'epoch': 0, 'iter': 5400, 'avg_loss': 0.8201900666582708, 'avg_acc': 50.216626550638765, 'loss': 0.45986413955688477}
542
+ {'epoch': 0, 'iter': 5410, 'avg_loss': 0.8197916795357971, 'avg_acc': 50.23470707817409, 'loss': 0.2985006868839264}
543
+ {'epoch': 0, 'iter': 5420, 'avg_loss': 0.8199088745344182, 'avg_acc': 50.226895406751524, 'loss': 1.3651177883148193}
544
+ {'epoch': 0, 'iter': 5430, 'avg_loss': 0.8197374525211601, 'avg_acc': 50.23752531762107, 'loss': 0.5878087282180786}
545
+ {'epoch': 0, 'iter': 5440, 'avg_loss': 0.8196694201039569, 'avg_acc': 50.244440360227905, 'loss': 0.2877979874610901}
546
+ {'epoch': 0, 'iter': 5450, 'avg_loss': 0.819961608687036, 'avg_acc': 50.22931572188589, 'loss': 0.4315411448478699}
547
+ {'epoch': 0, 'iter': 5460, 'avg_loss': 0.8201790176211936, 'avg_acc': 50.2215711408167, 'loss': 1.049503207206726}
548
+ {'epoch': 0, 'iter': 5470, 'avg_loss': 0.8200047219403972, 'avg_acc': 50.23213306525315, 'loss': 0.8594032526016235}
549
+ {'epoch': 0, 'iter': 5480, 'avg_loss': 0.820321892442369, 'avg_acc': 50.21346469622332, 'loss': 0.9838694334030151}
550
+ {'epoch': 0, 'iter': 5490, 'avg_loss': 0.8203905574024875, 'avg_acc': 50.21307594245128, 'loss': 1.2192338705062866}
551
+ {'epoch': 0, 'iter': 5500, 'avg_loss': 0.8204912776328925, 'avg_acc': 50.20541719687329, 'loss': 0.46065959334373474}
552
+ {'epoch': 0, 'iter': 5510, 'avg_loss': 0.82083828805609, 'avg_acc': 50.17964071856288, 'loss': 0.5184074640274048}
553
+ {'epoch': 0, 'iter': 5520, 'avg_loss': 0.8213131450510688, 'avg_acc': 50.16120268067379, 'loss': 1.103229284286499}
554
+ {'epoch': 0, 'iter': 5530, 'avg_loss': 0.8212636838874373, 'avg_acc': 50.1609112276261, 'loss': 0.4102022647857666}
555
+ {'epoch': 0, 'iter': 5540, 'avg_loss': 0.821634735895949, 'avg_acc': 50.14257354268182, 'loss': 1.341594934463501}
556
+ {'epoch': 0, 'iter': 5550, 'avg_loss': 0.8218172821443621, 'avg_acc': 50.13511079084849, 'loss': 1.2354001998901367}
557
+ {'epoch': 0, 'iter': 5560, 'avg_loss': 0.82152630965316, 'avg_acc': 50.1564466822514, 'loss': 0.3622938096523285}
558
+ {'epoch': 0, 'iter': 5570, 'avg_loss': 0.8215828456433955, 'avg_acc': 50.15975587865733, 'loss': 0.6112450361251831}
559
+ {'epoch': 0, 'iter': 5580, 'avg_loss': 0.8214744810229229, 'avg_acc': 50.16305321626948, 'loss': 0.7901543378829956}
560
+ {'epoch': 0, 'iter': 5590, 'avg_loss': 0.8213129280215992, 'avg_acc': 50.16633875871938, 'loss': 0.597429633140564}
561
+ {'epoch': 0, 'iter': 5600, 'avg_loss': 0.8211772601949734, 'avg_acc': 50.169612569184075, 'loss': 0.8563259243965149}
562
+ {'epoch': 0, 'iter': 5610, 'avg_loss': 0.8210627139378169, 'avg_acc': 50.17643913740866, 'loss': 1.266923189163208}
563
+ {'epoch': 0, 'iter': 5620, 'avg_loss': 0.8211232400579642, 'avg_acc': 50.17256715886853, 'loss': 1.0622402429580688}
564
+ {'epoch': 0, 'iter': 5630, 'avg_loss': 0.8213107088850978, 'avg_acc': 50.154501864677684, 'loss': 0.9378215670585632}
565
+ {'epoch': 0, 'iter': 5640, 'avg_loss': 0.8213821024890012, 'avg_acc': 50.14004609111859, 'loss': 0.6114107966423035}
566
+ {'epoch': 0, 'iter': 5650, 'avg_loss': 0.8212828503974696, 'avg_acc': 50.139798265793665, 'loss': 0.8765193819999695}
567
+ {'epoch': 0, 'iter': 5660, 'avg_loss': 0.8211785721263738, 'avg_acc': 50.150150150150154, 'loss': 0.6630324125289917}
568
+ {'epoch': 0, 'iter': 5670, 'avg_loss': 0.821007739525243, 'avg_acc': 50.1639922412273, 'loss': 0.8627412915229797}
569
+ {'epoch': 0, 'iter': 5680, 'avg_loss': 0.820864346119677, 'avg_acc': 50.17426509417356, 'loss': 1.3071467876434326}
570
+ {'epoch': 0, 'iter': 5690, 'avg_loss': 0.8208536547377111, 'avg_acc': 50.180987524160955, 'loss': 1.5451600551605225}
571
+ {'epoch': 0, 'iter': 5700, 'avg_loss': 0.8210290463376967, 'avg_acc': 50.17716190142081, 'loss': 1.4612782001495361}
572
+ {'epoch': 0, 'iter': 5710, 'avg_loss': 0.8211048632420533, 'avg_acc': 50.1838557170373, 'loss': 0.6031720042228699}
573
+ {'epoch': 0, 'iter': 5720, 'avg_loss': 0.8210275650820132, 'avg_acc': 50.18703023946862, 'loss': 0.419586718082428}
574
+ {'epoch': 0, 'iter': 5730, 'avg_loss': 0.8210202747297118, 'avg_acc': 50.186703891118476, 'loss': 0.970833957195282}
575
+ {'epoch': 0, 'iter': 5740, 'avg_loss': 0.8207923582596213, 'avg_acc': 50.19682982058875, 'loss': 0.3236622214317322}
576
+ {'epoch': 0, 'iter': 5750, 'avg_loss': 0.8207492245426957, 'avg_acc': 50.1999652234394, 'loss': 1.2120918035507202}
577
+ {'epoch': 0, 'iter': 5760, 'avg_loss': 0.8209653879494649, 'avg_acc': 50.17878840479083, 'loss': 1.187604308128357}
578
+ {'epoch': 0, 'iter': 5770, 'avg_loss': 0.8208888531721428, 'avg_acc': 50.17847859989604, 'loss': 0.8004258275032043}
579
+ {'epoch': 0, 'iter': 5780, 'avg_loss': 0.8206574894768818, 'avg_acc': 50.192008303061755, 'loss': 0.4047172963619232}
580
+ {'epoch': 0, 'iter': 5790, 'avg_loss': 0.8205926794648181, 'avg_acc': 50.19167673976861, 'loss': 0.9482420682907104}
581
+ {'epoch': 0, 'iter': 5800, 'avg_loss': 0.820785395241728, 'avg_acc': 50.17410791242889, 'loss': 1.13605535030365}
582
+ {'epoch': 0, 'iter': 5810, 'avg_loss': 0.8210983596744718, 'avg_acc': 50.156599552572715, 'loss': 0.7982213497161865}
583
+ {'epoch': 0, 'iter': 5820, 'avg_loss': 0.8212779464327814, 'avg_acc': 50.16320219893488, 'loss': 0.9370169639587402}
584
+ {'epoch': 0, 'iter': 5830, 'avg_loss': 0.8215113444216428, 'avg_acc': 50.14234265134625, 'loss': 1.090601921081543}
585
+ {'epoch': 0, 'iter': 5840, 'avg_loss': 0.8216859410623587, 'avg_acc': 50.13525081321691, 'loss': 1.2923805713653564}
586
+ {'epoch': 0, 'iter': 5850, 'avg_loss': 0.8217794688227819, 'avg_acc': 50.12134677832849, 'loss': 0.5852704644203186}
587
+ {'epoch': 0, 'iter': 5860, 'avg_loss': 0.8216402575626621, 'avg_acc': 50.12455212421089, 'loss': 0.3382984399795532}
588
+ {'epoch': 0, 'iter': 5870, 'avg_loss': 0.8217439577941583, 'avg_acc': 50.124339976153976, 'loss': 1.3587249517440796}
589
+ {'epoch': 0, 'iter': 5880, 'avg_loss': 0.8215085679715567, 'avg_acc': 50.13433089610611, 'loss': 0.30269888043403625}
590
+ {'epoch': 0, 'iter': 5890, 'avg_loss': 0.821450275763113, 'avg_acc': 50.13410286878289, 'loss': 0.9146125912666321}
591
+ {'epoch': 0, 'iter': 5900, 'avg_loss': 0.8214634645511196, 'avg_acc': 50.13726487036095, 'loss': 1.5218678712844849}
592
+ {'epoch': 0, 'iter': 5910, 'avg_loss': 0.8212902276158948, 'avg_acc': 50.143799695483, 'loss': 0.7544647455215454}
593
+ {'epoch': 0, 'iter': 5920, 'avg_loss': 0.8212762743359209, 'avg_acc': 50.153690255024486, 'loss': 0.7290390729904175}
594
+ {'epoch': 0, 'iter': 5930, 'avg_loss': 0.8208231706900202, 'avg_acc': 50.180408025628054, 'loss': 0.7434872388839722}
595
+ {'epoch': 0, 'iter': 5940, 'avg_loss': 0.8207928950386835, 'avg_acc': 50.18347079616227, 'loss': 0.8211789131164551}
596
+ {'epoch': 0, 'iter': 5950, 'avg_loss': 0.8205251040707424, 'avg_acc': 50.19324483280121, 'loss': 0.6151164770126343}
597
+ {'epoch': 0, 'iter': 5960, 'avg_loss': 0.8205921854833201, 'avg_acc': 50.1761449421238, 'loss': 1.072725534439087}
598
+ {'epoch': 0, 'iter': 5970, 'avg_loss': 0.8207500511257867, 'avg_acc': 50.16245185061129, 'loss': 1.0543575286865234}
599
+ {'epoch': 0, 'iter': 5980, 'avg_loss': 0.820834107189384, 'avg_acc': 50.16886808226049, 'loss': 0.7506781816482544}
600
+ {'epoch': 0, 'iter': 5990, 'avg_loss': 0.8209406816755177, 'avg_acc': 50.16858621265231, 'loss': 0.40546345710754395}
601
+ {'epoch': 0, 'iter': 6000, 'avg_loss': 0.8209167310880822, 'avg_acc': 50.17497083819363, 'loss': 0.856672465801239}
602
+ {'epoch': 0, 'iter': 6010, 'avg_loss': 0.8207792264185171, 'avg_acc': 50.187988687406424, 'loss': 0.41095584630966187}
603
+ {'epoch': 0, 'iter': 6020, 'avg_loss': 0.8207496552267327, 'avg_acc': 50.19431988041853, 'loss': 0.8552554845809937}
604
+ {'epoch': 0, 'iter': 6030, 'avg_loss': 0.8206981133037717, 'avg_acc': 50.20394627756591, 'loss': 0.7328065633773804}
605
+ {'epoch': 0, 'iter': 6040, 'avg_loss': 0.8208911243059632, 'avg_acc': 50.20360867406058, 'loss': 0.6515229940414429}
606
+ {'epoch': 0, 'iter': 6050, 'avg_loss': 0.8210127777647005, 'avg_acc': 50.20657742521897, 'loss': 1.061414122581482}
607
+ {'epoch': 0, 'iter': 6060, 'avg_loss': 0.82109905840026, 'avg_acc': 50.20953638013529, 'loss': 1.507570505142212}
608
+ {'epoch': 0, 'iter': 6070, 'avg_loss': 0.8212088959163024, 'avg_acc': 50.196013836270794, 'loss': 0.7595577239990234}
609
+ {'epoch': 0, 'iter': 6080, 'avg_loss': 0.8211645518491298, 'avg_acc': 50.19240256536753, 'loss': 0.5075755715370178}
610
+ {'epoch': 0, 'iter': 6090, 'avg_loss': 0.8209044345009456, 'avg_acc': 50.20193728451814, 'loss': 0.8273923993110657}
611
+ {'epoch': 0, 'iter': 6100, 'avg_loss': 0.8209477370591745, 'avg_acc': 50.20160629405016, 'loss': 0.34828445315361023}
612
+ {'epoch': 0, 'iter': 6110, 'avg_loss': 0.8208161677139234, 'avg_acc': 50.21436753395516, 'loss': 1.1219775676727295}
613
+ {'epoch': 0, 'iter': 6120, 'avg_loss': 0.8209643629056247, 'avg_acc': 50.210749877471, 'loss': 0.41468557715415955}
614
+ {'epoch': 0, 'iter': 6130, 'avg_loss': 0.8210755870739052, 'avg_acc': 50.2038819115968, 'loss': 0.6339688301086426}
615
+ {'epoch': 0, 'iter': 6140, 'avg_loss': 0.8212969436873939, 'avg_acc': 50.177495521901974, 'loss': 0.9000900387763977}
616
+ {'epoch': 0, 'iter': 6150, 'avg_loss': 0.8211719313392046, 'avg_acc': 50.18696146967972, 'loss': 0.9639104008674622}
617
+ {'epoch': 0, 'iter': 6160, 'avg_loss': 0.8212123331044705, 'avg_acc': 50.17691933127739, 'loss': 0.7278324961662292}
618
+ {'epoch': 0, 'iter': 6170, 'avg_loss': 0.8216499287349549, 'avg_acc': 50.16690973910225, 'loss': 1.405261516571045}
619
+ {'epoch': 0, 'iter': 6180, 'avg_loss': 0.8214325652115892, 'avg_acc': 50.18605403656367, 'loss': 1.245826005935669}
620
+ {'epoch': 0, 'iter': 6190, 'avg_loss': 0.82124181119164, 'avg_acc': 50.198675496688736, 'loss': 1.2761285305023193}
621
+ {'epoch': 0, 'iter': 6200, 'avg_loss': 0.8215162773637488, 'avg_acc': 50.182228672794714, 'loss': 0.4081796109676361}
622
+ {'epoch': 0, 'iter': 6210, 'avg_loss': 0.821525367591941, 'avg_acc': 50.18837546288842, 'loss': 0.5112494230270386}
623
+ {'epoch': 0, 'iter': 6220, 'avg_loss': 0.8216458149649547, 'avg_acc': 50.17521298826555, 'loss': 0.4156092703342438}
624
+ {'epoch': 0, 'iter': 6230, 'avg_loss': 0.821974456407724, 'avg_acc': 50.152463489006585, 'loss': 1.709284782409668}
625
+ {'epoch': 0, 'iter': 6240, 'avg_loss': 0.8223518412724373, 'avg_acc': 50.139400737061365, 'loss': 1.3152351379394531}
626
+ {'epoch': 0, 'iter': 6250, 'avg_loss': 0.8224274743252412, 'avg_acc': 50.12318029115341, 'loss': 0.8363132476806641}
627
+ {'epoch': 0, 'iter': 6260, 'avg_loss': 0.8223407175674537, 'avg_acc': 50.11978917105894, 'loss': 0.44101181626319885}
628
+ {'epoch': 0, 'iter': 6270, 'avg_loss': 0.8220981596074279, 'avg_acc': 50.13554457024399, 'loss': 0.2980811893939972}
629
+ {'epoch': 0, 'iter': 6280, 'avg_loss': 0.822442015187862, 'avg_acc': 50.11303932494826, 'loss': 1.0529704093933105}
630
+ {'epoch': 0, 'iter': 6290, 'avg_loss': 0.8221543194103451, 'avg_acc': 50.128755364806864, 'loss': 0.7872577905654907}
631
+ {'epoch': 0, 'iter': 6300, 'avg_loss': 0.8221455196702344, 'avg_acc': 50.125376924297726, 'loss': 0.6051560640335083}
632
+ {'epoch': 0, 'iter': 6310, 'avg_loss': 0.8224139210604683, 'avg_acc': 50.106163840912686, 'loss': 1.1624895334243774}
633
+ {'epoch': 0, 'iter': 6320, 'avg_loss': 0.8222414785092899, 'avg_acc': 50.11865211200759, 'loss': 0.9187440872192383}
634
+ {'epoch': 0, 'iter': 6330, 'avg_loss': 0.8220146453569115, 'avg_acc': 50.13425999052282, 'loss': 0.7661216855049133}
635
+ {'epoch': 0, 'iter': 6340, 'avg_loss': 0.822038307492829, 'avg_acc': 50.12774010408453, 'loss': 0.8822450637817383}
636
+ {'epoch': 0, 'iter': 6350, 'avg_loss': 0.822471107663465, 'avg_acc': 50.10549519760667, 'loss': 1.4300649166107178}
637
+ {'epoch': 0, 'iter': 6360, 'avg_loss': 0.8226188863815751, 'avg_acc': 50.102185191007706, 'loss': 0.5637138485908508}
638
+ {'epoch': 0, 'iter': 6370, 'avg_loss': 0.8225146879508841, 'avg_acc': 50.10516402448595, 'loss': 1.1106528043746948}
639
+ {'epoch': 0, 'iter': 6380, 'avg_loss': 0.8221851119249382, 'avg_acc': 50.12693935119887, 'loss': 0.8911197781562805}
640
+ {'epoch': 0, 'iter': 6390, 'avg_loss': 0.8225962825205764, 'avg_acc': 50.10170552339227, 'loss': 1.0777881145477295}
641
+ {'epoch': 0, 'iter': 6400, 'avg_loss': 0.822732855100112, 'avg_acc': 50.10154663333854, 'loss': 0.28462424874305725}
642
+ {'epoch': 0, 'iter': 6410, 'avg_loss': 0.8228564864834252, 'avg_acc': 50.09202932459834, 'loss': 0.7483440637588501}
643
+ {'epoch': 0, 'iter': 6420, 'avg_loss': 0.8227438402899263, 'avg_acc': 50.101230337953595, 'loss': 1.0610573291778564}
644
+ {'epoch': 0, 'iter': 6430, 'avg_loss': 0.8227273852398868, 'avg_acc': 50.09796299175867, 'loss': 0.4116242825984955}
645
+ {'epoch': 0, 'iter': 6440, 'avg_loss': 0.8229912046931291, 'avg_acc': 50.09470579102624, 'loss': 0.9343580007553101}
646
+ {'epoch': 0, 'iter': 6450, 'avg_loss': 0.8233215100266337, 'avg_acc': 50.08215780499148, 'loss': 0.6623139977455139}
647
+ {'epoch': 0, 'iter': 6460, 'avg_loss': 0.823124885725714, 'avg_acc': 50.09750812567714, 'loss': 0.9275043606758118}
648
+ {'epoch': 0, 'iter': 6470, 'avg_loss': 0.8230661932511991, 'avg_acc': 50.09426672848092, 'loss': 0.2910907566547394}
649
+ {'epoch': 0, 'iter': 6480, 'avg_loss': 0.8230040307172405, 'avg_acc': 50.10029316463509, 'loss': 0.8968725204467773}
650
+ {'epoch': 0, 'iter': 6490, 'avg_loss': 0.8233685701083437, 'avg_acc': 50.08473270682483, 'loss': 0.832366943359375}
651
+ {'epoch': 0, 'iter': 6500, 'avg_loss': 0.8235508570471345, 'avg_acc': 50.08152591908937, 'loss': 0.9838486909866333}
652
+ {'epoch': 0, 'iter': 6510, 'avg_loss': 0.8236177535191226, 'avg_acc': 50.07218553217632, 'loss': 1.6481119394302368}
653
+ {'epoch': 0, 'iter': 6520, 'avg_loss': 0.8235682584516724, 'avg_acc': 50.08434289219444, 'loss': 0.15478360652923584}
654
+ {'epoch': 0, 'iter': 6530, 'avg_loss': 0.8234407734562209, 'avg_acc': 50.090338386158315, 'loss': 1.1223711967468262}
655
+ {'epoch': 0, 'iter': 6540, 'avg_loss': 0.8232704144038979, 'avg_acc': 50.102430820975385, 'loss': 0.7338217496871948}
656
+ {'epoch': 0, 'iter': 6550, 'avg_loss': 0.8232913832793644, 'avg_acc': 50.09616852388948, 'loss': 0.5471512079238892}
657
+ {'epoch': 0, 'iter': 6560, 'avg_loss': 0.8232179093243481, 'avg_acc': 50.10211857948483, 'loss': 1.2260323762893677}
658
+ {'epoch': 0, 'iter': 6570, 'avg_loss': 0.8230503413771235, 'avg_acc': 50.108050525034244, 'loss': 0.5238222479820251}
659
+ {'epoch': 0, 'iter': 6580, 'avg_loss': 0.8229666490103812, 'avg_acc': 50.11092539127792, 'loss': 0.24900290369987488}
660
+ {'epoch': 0, 'iter': 6590, 'avg_loss': 0.8229383653194557, 'avg_acc': 50.11379153390988, 'loss': 0.9599372744560242}
661
+ {'epoch': 0, 'iter': 6600, 'avg_loss': 0.8228400568252774, 'avg_acc': 50.12573852446599, 'loss': 0.8071576952934265}
662
+ {'epoch': 0, 'iter': 6610, 'avg_loss': 0.822621498190429, 'avg_acc': 50.13764937225835, 'loss': 1.3042924404144287}
663
+ {'epoch': 0, 'iter': 6620, 'avg_loss': 0.8226366707178252, 'avg_acc': 50.14046216583598, 'loss': 0.6715850830078125}
664
+ {'epoch': 0, 'iter': 6630, 'avg_loss': 0.8225763226182163, 'avg_acc': 50.1432664756447, 'loss': 0.6179138422012329}
665
+ {'epoch': 0, 'iter': 6640, 'avg_loss': 0.8230160230454049, 'avg_acc': 50.13702755609095, 'loss': 0.8739970922470093}
666
+ {'epoch': 0, 'iter': 6650, 'avg_loss': 0.8230114653611332, 'avg_acc': 50.145842730416476, 'loss': 0.49563246965408325}
667
+ {'epoch': 0, 'iter': 6660, 'avg_loss': 0.8229821175566138, 'avg_acc': 50.139618675874495, 'loss': 0.9732934236526489}
668
+ {'epoch': 0, 'iter': 6670, 'avg_loss': 0.8226650264262125, 'avg_acc': 50.16039574276721, 'loss': 1.0134084224700928}
669
+ {'epoch': 0, 'iter': 6680, 'avg_loss': 0.8223703148649484, 'avg_acc': 50.18111061218381, 'loss': 0.7370650172233582}
670
+ {'epoch': 0, 'iter': 6690, 'avg_loss': 0.8222272617639697, 'avg_acc': 50.180839934240026, 'loss': 0.6725912094116211}
671
+ {'epoch': 0, 'iter': 6700, 'avg_loss': 0.8220837994661683, 'avg_acc': 50.192508580808834, 'loss': 0.4720262587070465}
672
+ {'epoch': 0, 'iter': 6710, 'avg_loss': 0.8224030450900156, 'avg_acc': 50.17732081656982, 'loss': 0.7706680297851562}
673
+ {'epoch': 0, 'iter': 6720, 'avg_loss': 0.8226862848830434, 'avg_acc': 50.15920249962803, 'loss': 1.0651596784591675}
674
+ {'epoch': 0, 'iter': 6730, 'avg_loss': 0.8225457545709131, 'avg_acc': 50.15896597830931, 'loss': 1.100624918937683}
675
+ {'epoch': 0, 'iter': 6740, 'avg_loss': 0.8224396110315993, 'avg_acc': 50.17356475300401, 'loss': 0.6473217606544495}
676
+ {'epoch': 0, 'iter': 6750, 'avg_loss': 0.8221784092589646, 'avg_acc': 50.19108280254777, 'loss': 0.7351770401000977}
677
+ {'epoch': 0, 'iter': 6760, 'avg_loss': 0.822081576760612, 'avg_acc': 50.199674604348466, 'loss': 0.26190492510795593}
678
+ {'epoch': 0, 'iter': 6770, 'avg_loss': 0.8222528719899618, 'avg_acc': 50.1905183872397, 'loss': 0.8846778869628906}
679
+ {'epoch': 0, 'iter': 6780, 'avg_loss': 0.8221124360949579, 'avg_acc': 50.19908568057808, 'loss': 0.8768108487129211}
680
+ {'epoch': 0, 'iter': 6790, 'avg_loss': 0.8219666273118232, 'avg_acc': 50.204682668237375, 'loss': 1.210282564163208}
681
+ {'epoch': 0, 'iter': 6800, 'avg_loss': 0.8220291615278514, 'avg_acc': 50.19555947654757, 'loss': 0.8234454989433289}
682
+ {'epoch': 0, 'iter': 6810, 'avg_loss': 0.8223216810883527, 'avg_acc': 50.18059022170019, 'loss': 1.0273090600967407}
683
+ {'epoch': 0, 'iter': 6820, 'avg_loss': 0.8222230294578159, 'avg_acc': 50.183257586864094, 'loss': 0.653290867805481}
684
+ {'epoch': 0, 'iter': 6830, 'avg_loss': 0.8221873023617173, 'avg_acc': 50.18591714243888, 'loss': 0.2936909794807434}
685
+ {'epoch': 0, 'iter': 6840, 'avg_loss': 0.822277323810495, 'avg_acc': 50.176874725917266, 'loss': 0.38418450951576233}
686
+ {'epoch': 0, 'iter': 6850, 'avg_loss': 0.8218683805536909, 'avg_acc': 50.2028900890381, 'loss': 0.6411086320877075}
687
+ {'epoch': 0, 'iter': 6860, 'avg_loss': 0.8221175516209654, 'avg_acc': 50.19384929310596, 'loss': 0.8088957667350769}
688
+ {'epoch': 0, 'iter': 6870, 'avg_loss': 0.8219018648854988, 'avg_acc': 50.20229951972056, 'loss': 0.11380275338888168}
689
+ {'epoch': 0, 'iter': 6880, 'avg_loss': 0.8217865537953288, 'avg_acc': 50.21072518529284, 'loss': 0.8192310333251953}
690
+ {'epoch': 0, 'iter': 6890, 'avg_loss': 0.8216345198798458, 'avg_acc': 50.227833405891744, 'loss': 0.8405537605285645}
691
+ {'epoch': 0, 'iter': 6900, 'avg_loss': 0.8217191638854419, 'avg_acc': 50.22170699898565, 'loss': 0.9542019963264465}
692
+ {'epoch': 0, 'iter': 6910, 'avg_loss': 0.8216493215539653, 'avg_acc': 50.22428013312111, 'loss': 0.6754581928253174}
693
+ {'epoch': 0, 'iter': 6920, 'avg_loss': 0.8220578947299229, 'avg_acc': 50.200838029186535, 'loss': 1.5154640674591064}
694
+ {'epoch': 0, 'iter': 6930, 'avg_loss': 0.8224119400967553, 'avg_acc': 50.18612032895686, 'loss': 0.8801924586296082}
695
+ {'epoch': 0, 'iter': 6940, 'avg_loss': 0.8226020185438147, 'avg_acc': 50.1743264659271, 'loss': 1.1829866170883179}
696
+ {'epoch': 0, 'iter': 6950, 'avg_loss': 0.8223638280335432, 'avg_acc': 50.182707524097246, 'loss': 0.7365107536315918}
697
+ {'epoch': 0, 'iter': 6960, 'avg_loss': 0.8225689351621834, 'avg_acc': 50.170952449360726, 'loss': 0.8226167559623718}
698
+ {'epoch': 0, 'iter': 6970, 'avg_loss': 0.8225723321994081, 'avg_acc': 50.170707215607514, 'loss': 0.9905073046684265}
699
+ {'epoch': 0, 'iter': 6980, 'avg_loss': 0.82260165176085, 'avg_acc': 50.17905744162727, 'loss': 1.423405647277832}
700
+ {'epoch': 0, 'iter': 6990, 'avg_loss': 0.8230378660436668, 'avg_acc': 50.161636389643824, 'loss': 0.48329487442970276}
701
+ {'epoch': 0, 'iter': 7000, 'avg_loss': 0.8229762964927585, 'avg_acc': 50.158548778745896, 'loss': 0.47118979692459106}
702
+ {'epoch': 0, 'iter': 7010, 'avg_loss': 0.8231527500211632, 'avg_acc': 50.16117529596349, 'loss': 0.9167451858520508}
703
+ {'epoch': 0, 'iter': 7020, 'avg_loss': 0.8230826226277299, 'avg_acc': 50.16949152542372, 'loss': 0.6564575433731079}
704
+ {'epoch': 0, 'iter': 7030, 'avg_loss': 0.8231092943057424, 'avg_acc': 50.16925046223866, 'loss': 0.20558767020702362}
705
+ {'epoch': 0, 'iter': 7040, 'avg_loss': 0.8230941629524284, 'avg_acc': 50.169010083794916, 'loss': 0.7625685334205627}
706
+ {'epoch': 0, 'iter': 7050, 'avg_loss': 0.8231616268039316, 'avg_acc': 50.16877038717913, 'loss': 1.0332189798355103}
707
+ {'epoch': 0, 'iter': 7060, 'avg_loss': 0.823201650030032, 'avg_acc': 50.1628664495114, 'loss': 0.9788311719894409}
708
+ {'epoch': 0, 'iter': 7070, 'avg_loss': 0.8231091842686475, 'avg_acc': 50.171121482110024, 'loss': 0.9442771077156067}
709
+ {'epoch': 0, 'iter': 7080, 'avg_loss': 0.8231463042648014, 'avg_acc': 50.17935319870075, 'loss': 0.973257839679718}
710
+ {'epoch': 0, 'iter': 7090, 'avg_loss': 0.8232015422360842, 'avg_acc': 50.16781836130306, 'loss': 0.5173357725143433}
711
+ {'epoch': 0, 'iter': 7100, 'avg_loss': 0.8232649538653943, 'avg_acc': 50.161949021264604, 'loss': 1.3526939153671265}
712
+ {'epoch': 0, 'iter': 7110, 'avg_loss': 0.823058087529617, 'avg_acc': 50.17297145267895, 'loss': 0.6593462228775024}
713
+ {'epoch': 0, 'iter': 7120, 'avg_loss': 0.823032917642385, 'avg_acc': 50.18677152085381, 'loss': 0.15029190480709076}
714
+ {'epoch': 0, 'iter': 7130, 'avg_loss': 0.8230242817364231, 'avg_acc': 50.18650960594587, 'loss': 0.8984255790710449}
715
+ {'epoch': 0, 'iter': 7140, 'avg_loss': 0.823211024975058, 'avg_acc': 50.16944405545441, 'loss': 0.665682852268219}
716
+ {'epoch': 0, 'iter': 7150, 'avg_loss': 0.823133935091475, 'avg_acc': 50.16920710390155, 'loss': 0.6927565336227417}
717
+ {'epoch': 0, 'iter': 7160, 'avg_loss': 0.8229645642961366, 'avg_acc': 50.18293534422567, 'loss': 0.7473244071006775}
718
+ {'epoch': 0, 'iter': 7170, 'avg_loss': 0.8231141063897842, 'avg_acc': 50.17710221726398, 'loss': 0.513191819190979}
719
+ {'epoch': 0, 'iter': 7180, 'avg_loss': 0.8229575328603584, 'avg_acc': 50.1768555911433, 'loss': 0.4616467356681824}
720
+ {'epoch': 0, 'iter': 7190, 'avg_loss': 0.8229827848279274, 'avg_acc': 50.16826588791545, 'loss': 1.1863884925842285}
721
+ {'epoch': 0, 'iter': 7200, 'avg_loss': 0.8231110896202835, 'avg_acc': 50.159700041660884, 'loss': 1.4977092742919922}
722
+ {'epoch': 0, 'iter': 7210, 'avg_loss': 0.8232205609778454, 'avg_acc': 50.15115795312717, 'loss': 1.1226394176483154}
723
+ {'epoch': 0, 'iter': 7220, 'avg_loss': 0.8232741594028768, 'avg_acc': 50.142639523611685, 'loss': 0.9265937805175781}
724
+ {'epoch': 0, 'iter': 7230, 'avg_loss': 0.8232318216244712, 'avg_acc': 50.14797400082976, 'loss': 0.7696650624275208}
725
+ {'epoch': 0, 'iter': 7240, 'avg_loss': 0.8230176990345777, 'avg_acc': 50.1560557933987, 'loss': 0.9416891932487488}
726
+ {'epoch': 0, 'iter': 7250, 'avg_loss': 0.8230258513685383, 'avg_acc': 50.1475658529858, 'loss': 0.35235410928726196}
727
+ {'epoch': 0, 'iter': 7260, 'avg_loss': 0.8230176159367838, 'avg_acc': 50.1528715053023, 'loss': 2.110534191131592}
728
+ {'epoch': 0, 'iter': 7270, 'avg_loss': 0.823089855478052, 'avg_acc': 50.14440929720809, 'loss': 0.6067816019058228}
729
+ {'epoch': 0, 'iter': 7280, 'avg_loss': 0.8229972133160972, 'avg_acc': 50.14695783546216, 'loss': 1.6471176147460938}
730
+ {'epoch': 0, 'iter': 7290, 'avg_loss': 0.8232382573187351, 'avg_acc': 50.13578384309423, 'loss': 1.3066494464874268}
731
+ {'epoch': 0, 'iter': 7300, 'avg_loss': 0.8229818310700342, 'avg_acc': 50.15203396794959, 'loss': 0.3081572949886322}
732
+ {'epoch': 0, 'iter': 7310, 'avg_loss': 0.8229212042929218, 'avg_acc': 50.15729722336205, 'loss': 1.4123635292053223}
733
+ {'epoch': 0, 'iter': 7320, 'avg_loss': 0.8229344886876597, 'avg_acc': 50.15981423302828, 'loss': 1.1292500495910645}
734
+ {'epoch': 0, 'iter': 7330, 'avg_loss': 0.823312266579231, 'avg_acc': 50.140499249761284, 'loss': 1.4340626001358032}
735
+ {'epoch': 0, 'iter': 7340, 'avg_loss': 0.8237984888722463, 'avg_acc': 50.1157880397766, 'loss': 1.317464828491211}
736
+ {'epoch': 0, 'iter': 7350, 'avg_loss': 0.8240892510334621, 'avg_acc': 50.093864780302, 'loss': 0.32495981454849243}
737
+ {'epoch': 0, 'iter': 7360, 'avg_loss': 0.8239256304722533, 'avg_acc': 50.104605352533625, 'loss': 0.8409214019775391}
738
+ {'epoch': 0, 'iter': 7370, 'avg_loss': 0.8242931188647831, 'avg_acc': 50.07190340523674, 'loss': 0.9911884069442749}
739
+ {'epoch': 0, 'iter': 7380, 'avg_loss': 0.8243704428534177, 'avg_acc': 50.06096734859775, 'loss': 0.6090912818908691}
740
+ {'epoch': 0, 'iter': 7390, 'avg_loss': 0.8244014916246717, 'avg_acc': 50.06629684751726, 'loss': 0.24286380410194397}
741
+ {'epoch': 0, 'iter': 7400, 'avg_loss': 0.8245867514259758, 'avg_acc': 50.05269558167815, 'loss': 1.258124589920044}
742
+ {'epoch': 0, 'iter': 7410, 'avg_loss': 0.8245473392327866, 'avg_acc': 50.0499257859938, 'loss': 0.7455011606216431}
743
+ {'epoch': 0, 'iter': 7420, 'avg_loss': 0.8246342582692637, 'avg_acc': 50.0390782913354, 'loss': 1.4097108840942383}
744
+ {'epoch': 0, 'iter': 7430, 'avg_loss': 0.8249783983333542, 'avg_acc': 50.028259991925715, 'loss': 1.38522469997406}
745
+ {'epoch': 0, 'iter': 7440, 'avg_loss': 0.8249994983548415, 'avg_acc': 50.02553420239215, 'loss': 0.8375499844551086}
746
+ {'epoch': 0, 'iter': 7450, 'avg_loss': 0.824857849737727, 'avg_acc': 50.03892095020802, 'loss': 0.7520066499710083}
747
+ {'epoch': 0, 'iter': 7460, 'avg_loss': 0.8249776369459291, 'avg_acc': 50.03886878434526, 'loss': 0.41881924867630005}
748
+ {'epoch': 0, 'iter': 7470, 'avg_loss': 0.824893138345853, 'avg_acc': 50.046847811537944, 'loss': 0.4826480746269226}
749
+ {'epoch': 0, 'iter': 7480, 'avg_loss': 0.8246492883216656, 'avg_acc': 50.062825825424405, 'loss': 0.9121135473251343}
750
+ {'epoch': 0, 'iter': 7490, 'avg_loss': 0.8243561502908605, 'avg_acc': 50.07609130957149, 'loss': 0.7219244241714478}
751
+ {'epoch': 0, 'iter': 7500, 'avg_loss': 0.8244184298504632, 'avg_acc': 50.06799093454206, 'loss': 0.9182363748550415}
752
+ {'epoch': 0, 'iter': 7510, 'avg_loss': 0.8246245341557246, 'avg_acc': 50.05192384502729, 'loss': 0.5676146745681763}
753
+ {'epoch': 0, 'iter': 7520, 'avg_loss': 0.82495505299596, 'avg_acc': 50.014625714665605, 'loss': 1.0022244453430176}
754
+ {'epoch': 0, 'iter': 7530, 'avg_loss': 0.8249552309361726, 'avg_acc': 50.01991767361572, 'loss': 0.4040139317512512}
755
+ {'epoch': 0, 'iter': 7540, 'avg_loss': 0.8247562191072304, 'avg_acc': 50.03315210184326, 'loss': 0.7036751508712769}
756
+ {'epoch': 0, 'iter': 7550, 'avg_loss': 0.8246431759374968, 'avg_acc': 50.035756853396904, 'loss': 0.7665860056877136}
757
+ {'epoch': 0, 'iter': 7560, 'avg_loss': 0.8245216404912987, 'avg_acc': 50.03835471498479, 'loss': 0.3486841917037964}
758
+ {'epoch': 0, 'iter': 7570, 'avg_loss': 0.8243973080948115, 'avg_acc': 50.04622903183199, 'loss': 0.8383164405822754}
759
+ {'epoch': 0, 'iter': 7580, 'avg_loss': 0.8244789938618452, 'avg_acc': 50.04089170294156, 'loss': 0.598993182182312}
760
+ {'epoch': 0, 'iter': 7590, 'avg_loss': 0.8242282295780422, 'avg_acc': 50.054011329205636, 'loss': 0.6924084424972534}
761
+ {'epoch': 0, 'iter': 7600, 'avg_loss': 0.8242286014980924, 'avg_acc': 50.051309038284444, 'loss': 0.4550422728061676}
762
+ {'epoch': 0, 'iter': 7610, 'avg_loss': 0.8241554957723597, 'avg_acc': 50.056497175141246, 'loss': 0.5281025171279907}
763
+ {'epoch': 0, 'iter': 7620, 'avg_loss': 0.8243139358739647, 'avg_acc': 50.04855005904737, 'loss': 1.1647863388061523}
764
+ {'epoch': 0, 'iter': 7630, 'avg_loss': 0.8244688438619945, 'avg_acc': 50.035381994496134, 'loss': 0.3234715759754181}
765
+ {'epoch': 0, 'iter': 7640, 'avg_loss': 0.824510736973802, 'avg_acc': 50.03795314749379, 'loss': 0.7284868359565735}
766
+ {'epoch': 0, 'iter': 7650, 'avg_loss': 0.8245593000136665, 'avg_acc': 50.02483335511698, 'loss': 0.4170849323272705}
767
+ {'epoch': 0, 'iter': 7660, 'avg_loss': 0.8245600145317458, 'avg_acc': 50.03002219031458, 'loss': 0.7120271921157837}
768
+ {'epoch': 0, 'iter': 7670, 'avg_loss': 0.8246684689383131, 'avg_acc': 50.02216138704211, 'loss': 1.4145162105560303}
769
+ {'epoch': 0, 'iter': 7680, 'avg_loss': 0.8249908861152604, 'avg_acc': 50.003905741439915, 'loss': 1.034147024154663}
770
+ {'epoch': 0, 'iter': 7690, 'avg_loss': 0.825094447767757, 'avg_acc': 50.00130022103758, 'loss': 0.2388342320919037}
771
+ {'epoch': 0, 'iter': 7700, 'avg_loss': 0.82511167746357, 'avg_acc': 50.0012985326581, 'loss': 0.9368352890014648}
772
+ {'epoch': 0, 'iter': 7710, 'avg_loss': 0.8250609756288068, 'avg_acc': 50.003890545973285, 'loss': 0.7851185202598572}
773
+ {'epoch': 0, 'iter': 7720, 'avg_loss': 0.8251547770160473, 'avg_acc': 49.99611449294133, 'loss': 1.3656107187271118}
774
+ {'epoch': 0, 'iter': 7730, 'avg_loss': 0.8251964431046445, 'avg_acc': 49.99094554391411, 'loss': 0.6465268731117249}
775
+ {'epoch': 0, 'iter': 7740, 'avg_loss': 0.8248772200775915, 'avg_acc': 50.00645911380958, 'loss': 0.6291394829750061}
776
+ {'epoch': 0, 'iter': 7750, 'avg_loss': 0.8251218037967443, 'avg_acc': 49.983227970584444, 'loss': 1.2532739639282227}
777
+ {'epoch': 0, 'iter': 7760, 'avg_loss': 0.8251067044427255, 'avg_acc': 49.983249581239534, 'loss': 0.4866306185722351}
778
+ {'epoch': 0, 'iter': 7770, 'avg_loss': 0.8250304532811772, 'avg_acc': 49.983271136275896, 'loss': 0.6634792685508728}
779
+ {'epoch': 0, 'iter': 7780, 'avg_loss': 0.8252792442924848, 'avg_acc': 49.97558154478859, 'loss': 2.4578864574432373}
780
+ {'epoch': 0, 'iter': 7790, 'avg_loss': 0.8252011503416534, 'avg_acc': 49.98074701578744, 'loss': 1.3540184497833252}
781
+ {'epoch': 0, 'iter': 7800, 'avg_loss': 0.8252587496356626, 'avg_acc': 49.97308037431098, 'loss': 0.750666618347168}
782
+ {'epoch': 0, 'iter': 7810, 'avg_loss': 0.8251108157415921, 'avg_acc': 49.978235821277686, 'loss': 0.4630686640739441}
783
+ {'epoch': 0, 'iter': 7820, 'avg_loss': 0.8251117354673531, 'avg_acc': 49.973149213655546, 'loss': 0.294544517993927}
784
+ {'epoch': 0, 'iter': 7830, 'avg_loss': 0.8250072976138313, 'avg_acc': 49.983399310432894, 'loss': 1.3681720495224}
785
+ {'epoch': 0, 'iter': 7840, 'avg_loss': 0.8249779759344779, 'avg_acc': 49.97831909195256, 'loss': 0.45563626289367676}
786
+ {'epoch': 0, 'iter': 7850, 'avg_loss': 0.8251722900223245, 'avg_acc': 49.95796713794421, 'loss': 1.0725117921829224}
787
+ {'epoch': 0, 'iter': 7860, 'avg_loss': 0.8252718600858798, 'avg_acc': 49.94784378577789, 'loss': 0.9609826803207397}
788
+ {'epoch': 0, 'iter': 7870, 'avg_loss': 0.8252957261797774, 'avg_acc': 49.94791004954898, 'loss': 0.7227710485458374}
789
+ {'epoch': 0, 'iter': 7880, 'avg_loss': 0.8250105651349582, 'avg_acc': 49.9657403882756, 'loss': 0.1006283387541771}
790
+ {'epoch': 0, 'iter': 7890, 'avg_loss': 0.8251059158126742, 'avg_acc': 49.958180205297175, 'loss': 0.37289512157440186}
791
+ {'epoch': 0, 'iter': 7900, 'avg_loss': 0.8247714579579702, 'avg_acc': 49.97342108593849, 'loss': 0.4384525418281555}
792
+ {'epoch': 0, 'iter': 7910, 'avg_loss': 0.8245783511757843, 'avg_acc': 49.98356718493237, 'loss': 0.9559270143508911}
793
+ {'epoch': 0, 'iter': 7920, 'avg_loss': 0.8245887128118199, 'avg_acc': 49.9886377982578, 'loss': 0.9472606778144836}
794
+ {'epoch': 0, 'iter': 7930, 'avg_loss': 0.8245211185032814, 'avg_acc': 50.00126087504728, 'loss': 0.40849608182907104}
795
+ {'epoch': 0, 'iter': 7940, 'avg_loss': 0.8245673379307842, 'avg_acc': 49.996222138269744, 'loss': 0.35651326179504395}
796
+ {'epoch': 0, 'iter': 7950, 'avg_loss': 0.8243953168430601, 'avg_acc': 50.003773110300585, 'loss': 0.6552093625068665}
797
+ {'epoch': 0, 'iter': 7960, 'avg_loss': 0.8243655720139558, 'avg_acc': 50.00628061801281, 'loss': 0.9269869923591614}
798
+ {'epoch': 0, 'iter': 7970, 'avg_loss': 0.8244123619394228, 'avg_acc': 49.99874545226446, 'loss': 0.36914509534835815}
799
+ {'epoch': 0, 'iter': 7980, 'avg_loss': 0.8243847258198554, 'avg_acc': 50.0037589274527, 'loss': 0.6094740033149719}
800
+ {'epoch': 0, 'iter': 7990, 'avg_loss': 0.8243704935895451, 'avg_acc': 50.006257039169064, 'loss': 0.6131969690322876}
801
+ {'epoch': 0, 'iter': 8000, 'avg_loss': 0.8243690316938167, 'avg_acc': 50.011248593925764, 'loss': 1.4866626262664795}
802
+ {'epoch': 0, 'iter': 8010, 'avg_loss': 0.824088667861298, 'avg_acc': 50.02871052303083, 'loss': 0.6106494069099426}
803
+ {'epoch': 0, 'iter': 8020, 'avg_loss': 0.8240729253030844, 'avg_acc': 50.023687819473885, 'loss': 0.47458845376968384}
804
+ {'epoch': 0, 'iter': 8030, 'avg_loss': 0.8243622979924571, 'avg_acc': 50.013696924417886, 'loss': 0.43394023180007935}
805
+ {'epoch': 0, 'iter': 8040, 'avg_loss': 0.8243669809164573, 'avg_acc': 50.01616714339012, 'loss': 1.184932827949524}
806
+ {'epoch': 0, 'iter': 8050, 'avg_loss': 0.8243381153070776, 'avg_acc': 50.01614706247671, 'loss': 0.8937376141548157}
807
+ {'epoch': 0, 'iter': 8060, 'avg_loss': 0.8241478685484181, 'avg_acc': 50.028532440143906, 'loss': 0.7976027727127075}
808
+ {'epoch': 0, 'iter': 8070, 'avg_loss': 0.8243346284733852, 'avg_acc': 50.02601908065915, 'loss': 1.8023872375488281}
809
+ {'epoch': 0, 'iter': 8080, 'avg_loss': 0.8245376442229337, 'avg_acc': 50.003712411830215, 'loss': 0.8807134628295898}
810
+ {'epoch': 0, 'iter': 8090, 'avg_loss': 0.824532991369348, 'avg_acc': 50.0012359411692, 'loss': 0.9139860272407532}
811
+ {'epoch': 0, 'iter': 8100, 'avg_loss': 0.8245080945832378, 'avg_acc': 50.00617207752129, 'loss': 1.3136781454086304}
812
+ {'epoch': 0, 'iter': 8110, 'avg_loss': 0.8247171181410592, 'avg_acc': 49.99876710639872, 'loss': 1.0871530771255493}
813
+ {'epoch': 0, 'iter': 8120, 'avg_loss': 0.8246532640631028, 'avg_acc': 50.00123137544637, 'loss': 1.0266326665878296}
814
+ {'epoch': 0, 'iter': 8130, 'avg_loss': 0.824510603192921, 'avg_acc': 50.00368958307712, 'loss': 0.6864961385726929}
815
+ {'epoch': 0, 'iter': 8140, 'avg_loss': 0.8247474322562033, 'avg_acc': 49.988944847070385, 'loss': 0.4724622666835785}
816
+ {'epoch': 0, 'iter': 8150, 'avg_loss': 0.8247894585094208, 'avg_acc': 49.98650472334683, 'loss': 0.6666815876960754}
817
+ {'epoch': 0, 'iter': 8160, 'avg_loss': 0.8247179040207595, 'avg_acc': 49.988971939713274, 'loss': 0.7496347427368164}
818
+ {'epoch': 0, 'iter': 8170, 'avg_loss': 0.8245694151100557, 'avg_acc': 49.993880797943945, 'loss': 0.5363987684249878}
819
+ {'epoch': 0, 'iter': 8180, 'avg_loss': 0.8245752245714154, 'avg_acc': 49.99633296663, 'loss': 1.3778525590896606}
820
+ {'epoch': 0, 'iter': 8190, 'avg_loss': 0.8244806537796924, 'avg_acc': 50.01342937370284, 'loss': 0.4740463197231293}
821
+ {'epoch': 0, 'iter': 8200, 'avg_loss': 0.8246692297558874, 'avg_acc': 50.00365809047677, 'loss': 0.7641788721084595}
822
+ {'epoch': 0, 'iter': 8210, 'avg_loss': 0.824554102433837, 'avg_acc': 50.01339666301303, 'loss': 0.6653288006782532}
823
+ {'epoch': 0, 'iter': 8220, 'avg_loss': 0.8244535476612778, 'avg_acc': 50.01581316141589, 'loss': 0.8092425465583801}
824
+ {'epoch': 0, 'iter': 8230, 'avg_loss': 0.8244911829905107, 'avg_acc': 50.010934272870855, 'loss': 0.7483888864517212}
825
+ {'epoch': 0, 'iter': 8240, 'avg_loss': 0.8244772067415802, 'avg_acc': 50.00606722485136, 'loss': 1.4189276695251465}
826
+ {'epoch': 0, 'iter': 8250, 'avg_loss': 0.8244743012925767, 'avg_acc': 50.00605987153073, 'loss': 0.7790592908859253}
827
+ {'epoch': 0, 'iter': 8260, 'avg_loss': 0.8246323706431347, 'avg_acc': 49.99878949279748, 'loss': 0.5625699758529663}
828
+ {'epoch': 0, 'iter': 8270, 'avg_loss': 0.8247557284852971, 'avg_acc': 50.001209043646476, 'loss': 0.4503853917121887}
829
+ {'epoch': 'EP0_test', 'avg_loss': 0.8247231508152465, 'total_acc': 50.0, 'precisions': 0.25, 'recalls': 0.5, 'f1_scores': 0.3333333333333333, 'time_taken_from_start': 77.90863966941833, 'auc_score': 0.5}
830
+ {'epoch': 'EP0_test', 'avg_loss': 0.8247231508152465, 'total_acc': 50.0, 'precisions': 0.25, 'recalls': 0.5, 'f1_scores': 0.3333333333333333, 'time_taken_from_start': 77.90863966941833, 'auc_score': 0.5}
ratio_proportion_change3_2223/sch_largest_100-coded/logs/highGRschool10/log_test_finetuned_info.txt ADDED
The diff for this file is too large to render. See raw diff
 
result.txt CHANGED
@@ -4,5 +4,5 @@ total_acc: 50.0
4
  precisions: 0.25
5
  recalls: 0.5
6
  f1_scores: 0.3333333333333333
7
- time_taken_from_start: 74.82294392585754
8
  auc_score: 0.5
 
4
  precisions: 0.25
5
  recalls: 0.5
6
  f1_scores: 0.3333333333333333
7
+ time_taken_from_start: 77.90863966941833
8
  auc_score: 0.5