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:
|
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
|