-
Notifications
You must be signed in to change notification settings - Fork 0
/
train.log
360 lines (360 loc) · 34.6 KB
/
train.log
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
2022-02-25 23:54:40,388 - trainer.gmgtrainer - INFO - Train: 0 Loss: 1.2127 kldiv: 0.5940 Cosine: 0.7124 Cheb: 0.3176
2022-02-25 23:54:40,389 - trainer.gmgtrainer - INFO - Acc:0.16040462255477905
2022-02-25 23:54:47,141 - trainer.gmgtrainer - INFO - Test: 0 Loss: 0.8323 kldiv: 0.5463 Cosine: 0.7399 Cheb: 0.3031
2022-02-25 23:54:47,142 - trainer.gmgtrainer - INFO - Acc:0.07833333313465118
2022-02-25 23:55:34,818 - trainer.gmgtrainer - INFO - Train: 1 Loss: 1.0846 kldiv: 0.5316 Cosine: 0.7476 Cheb: 0.2963
2022-02-25 23:55:34,819 - trainer.gmgtrainer - INFO - Acc:0.14739884436130524
2022-02-25 23:55:41,441 - trainer.gmgtrainer - INFO - Test: 1 Loss: 0.7419 kldiv: 0.4756 Cosine: 0.7772 Cheb: 0.2721
2022-02-25 23:55:41,441 - trainer.gmgtrainer - INFO - Acc:0.1783333420753479
2022-02-25 23:56:29,948 - trainer.gmgtrainer - INFO - Train: 2 Loss: 0.9901 kldiv: 0.4819 Cosine: 0.7740 Cheb: 0.2771
2022-02-25 23:56:29,949 - trainer.gmgtrainer - INFO - Acc:0.14306357502937317
2022-02-25 23:56:36,675 - trainer.gmgtrainer - INFO - Test: 2 Loss: 0.6901 kldiv: 0.4459 Cosine: 0.7935 Cheb: 0.2657
2022-02-25 23:56:36,675 - trainer.gmgtrainer - INFO - Acc:0.2083333432674408
2022-02-25 23:57:24,856 - trainer.gmgtrainer - INFO - Train: 3 Loss: 0.9267 kldiv: 0.4483 Cosine: 0.7925 Cheb: 0.2644
2022-02-25 23:57:24,856 - trainer.gmgtrainer - INFO - Acc:0.16763004660606384
2022-02-25 23:57:31,623 - trainer.gmgtrainer - INFO - Test: 3 Loss: 0.6783 kldiv: 0.4338 Cosine: 0.7956 Cheb: 0.2532
2022-02-25 23:57:31,623 - trainer.gmgtrainer - INFO - Acc:0.17166666686534882
2022-02-25 23:58:20,101 - trainer.gmgtrainer - INFO - Train: 4 Loss: 0.8776 kldiv: 0.4228 Cosine: 0.8064 Cheb: 0.2550
2022-02-25 23:58:20,101 - trainer.gmgtrainer - INFO - Acc:0.15679191052913666
2022-02-25 23:58:26,802 - trainer.gmgtrainer - INFO - Test: 4 Loss: 0.6417 kldiv: 0.4116 Cosine: 0.8107 Cheb: 0.2467
2022-02-25 23:58:26,803 - trainer.gmgtrainer - INFO - Acc:0.17166666686534882
2022-02-25 23:59:14,998 - trainer.gmgtrainer - INFO - Train: 5 Loss: 0.8373 kldiv: 0.4021 Cosine: 0.8179 Cheb: 0.2453
2022-02-25 23:59:14,998 - trainer.gmgtrainer - INFO - Acc:0.16401733458042145
2022-02-25 23:59:21,665 - trainer.gmgtrainer - INFO - Test: 5 Loss: 0.6295 kldiv: 0.3994 Cosine: 0.8181 Cheb: 0.2443
2022-02-25 23:59:21,666 - trainer.gmgtrainer - INFO - Acc:0.17166666686534882
2022-02-26 00:00:10,127 - trainer.gmgtrainer - INFO - Train: 6 Loss: 0.8317 kldiv: 0.3983 Cosine: 0.8210 Cheb: 0.2431
2022-02-26 00:00:10,128 - trainer.gmgtrainer - INFO - Acc:0.1553468108177185
2022-02-26 00:00:16,778 - trainer.gmgtrainer - INFO - Test: 6 Loss: 0.6313 kldiv: 0.4016 Cosine: 0.8166 Cheb: 0.2416
2022-02-26 00:00:16,778 - trainer.gmgtrainer - INFO - Acc:0.1599999964237213
2022-02-26 00:01:04,942 - trainer.gmgtrainer - INFO - Train: 7 Loss: 0.7832 kldiv: 0.3741 Cosine: 0.8335 Cheb: 0.2330
2022-02-26 00:01:04,943 - trainer.gmgtrainer - INFO - Acc:0.15751445293426514
2022-02-26 00:01:11,636 - trainer.gmgtrainer - INFO - Test: 7 Loss: 0.6128 kldiv: 0.3881 Cosine: 0.8233 Cheb: 0.2366
2022-02-26 00:01:11,636 - trainer.gmgtrainer - INFO - Acc:0.1783333420753479
2022-02-26 00:02:00,096 - trainer.gmgtrainer - INFO - Train: 8 Loss: 0.7295 kldiv: 0.3461 Cosine: 0.8489 Cheb: 0.2210
2022-02-26 00:02:00,097 - trainer.gmgtrainer - INFO - Acc:0.169075146317482
2022-02-26 00:02:06,837 - trainer.gmgtrainer - INFO - Test: 8 Loss: 0.6134 kldiv: 0.3870 Cosine: 0.8234 Cheb: 0.2327
2022-02-26 00:02:06,838 - trainer.gmgtrainer - INFO - Acc:0.17666667699813843
2022-02-26 00:02:54,999 - trainer.gmgtrainer - INFO - Train: 9 Loss: 0.7414 kldiv: 0.3507 Cosine: 0.8469 Cheb: 0.2221
2022-02-26 00:02:55,000 - trainer.gmgtrainer - INFO - Acc:0.17052023112773895
2022-02-26 00:03:01,714 - trainer.gmgtrainer - INFO - Test: 9 Loss: 0.6366 kldiv: 0.3990 Cosine: 0.8171 Cheb: 0.2335
2022-02-26 00:03:01,715 - trainer.gmgtrainer - INFO - Acc:0.16833333671092987
2022-02-26 00:03:50,008 - trainer.gmgtrainer - INFO - Train: 10 Loss: 0.6657 kldiv: 0.3162 Cosine: 0.8656 Cheb: 0.2056
2022-02-26 00:03:50,009 - trainer.gmgtrainer - INFO - Acc:0.16618496179580688
2022-02-26 00:03:56,726 - trainer.gmgtrainer - INFO - Test: 10 Loss: 0.5882 kldiv: 0.3715 Cosine: 0.8323 Cheb: 0.2284
2022-02-26 00:03:56,726 - trainer.gmgtrainer - INFO - Acc:0.1666666716337204
2022-02-26 00:04:45,002 - trainer.gmgtrainer - INFO - Train: 11 Loss: 0.6420 kldiv: 0.3052 Cosine: 0.8717 Cheb: 0.2018
2022-02-26 00:04:45,003 - trainer.gmgtrainer - INFO - Acc:0.1625722497701645
2022-02-26 00:04:51,701 - trainer.gmgtrainer - INFO - Test: 11 Loss: 0.5874 kldiv: 0.3683 Cosine: 0.8343 Cheb: 0.2250
2022-02-26 00:04:51,701 - trainer.gmgtrainer - INFO - Acc:0.16166667640209198
2022-02-26 00:05:40,002 - trainer.gmgtrainer - INFO - Train: 12 Loss: 0.6332 kldiv: 0.2997 Cosine: 0.8760 Cheb: 0.1980
2022-02-26 00:05:40,003 - trainer.gmgtrainer - INFO - Acc:0.16112716495990753
2022-02-26 00:05:46,675 - trainer.gmgtrainer - INFO - Test: 12 Loss: 0.5960 kldiv: 0.3743 Cosine: 0.8313 Cheb: 0.2267
2022-02-26 00:05:46,676 - trainer.gmgtrainer - INFO - Acc:0.1783333420753479
2022-02-26 00:06:35,014 - trainer.gmgtrainer - INFO - Train: 13 Loss: 0.6400 kldiv: 0.3037 Cosine: 0.8734 Cheb: 0.1995
2022-02-26 00:06:35,014 - trainer.gmgtrainer - INFO - Acc:0.17052023112773895
2022-02-26 00:06:41,724 - trainer.gmgtrainer - INFO - Test: 13 Loss: 0.5936 kldiv: 0.3713 Cosine: 0.8334 Cheb: 0.2254
2022-02-26 00:06:41,725 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 00:07:30,087 - trainer.gmgtrainer - INFO - Train: 14 Loss: 0.6341 kldiv: 0.2999 Cosine: 0.8762 Cheb: 0.1974
2022-02-26 00:07:30,088 - trainer.gmgtrainer - INFO - Acc:0.1524566411972046
2022-02-26 00:07:36,822 - trainer.gmgtrainer - INFO - Test: 14 Loss: 0.5881 kldiv: 0.3672 Cosine: 0.8353 Cheb: 0.2252
2022-02-26 00:07:36,823 - trainer.gmgtrainer - INFO - Acc:0.16833333671092987
2022-02-26 00:08:24,986 - trainer.gmgtrainer - INFO - Train: 15 Loss: 0.6355 kldiv: 0.2999 Cosine: 0.8747 Cheb: 0.1987
2022-02-26 00:08:24,987 - trainer.gmgtrainer - INFO - Acc:0.16329479217529297
2022-02-26 00:08:31,694 - trainer.gmgtrainer - INFO - Test: 15 Loss: 0.5866 kldiv: 0.3678 Cosine: 0.8363 Cheb: 0.2243
2022-02-26 00:08:31,694 - trainer.gmgtrainer - INFO - Acc:0.18000000715255737
2022-02-26 00:09:19,943 - trainer.gmgtrainer - INFO - Train: 16 Loss: 0.6312 kldiv: 0.2980 Cosine: 0.8765 Cheb: 0.1983
2022-02-26 00:09:19,944 - trainer.gmgtrainer - INFO - Acc:0.1553468108177185
2022-02-26 00:09:26,599 - trainer.gmgtrainer - INFO - Test: 16 Loss: 0.5883 kldiv: 0.3683 Cosine: 0.8342 Cheb: 0.2255
2022-02-26 00:09:26,599 - trainer.gmgtrainer - INFO - Acc:0.17000000178813934
2022-02-26 00:10:15,061 - trainer.gmgtrainer - INFO - Train: 17 Loss: 0.6169 kldiv: 0.2914 Cosine: 0.8801 Cheb: 0.1935
2022-02-26 00:10:15,061 - trainer.gmgtrainer - INFO - Acc:0.16763004660606384
2022-02-26 00:10:21,780 - trainer.gmgtrainer - INFO - Test: 17 Loss: 0.5927 kldiv: 0.3714 Cosine: 0.8332 Cheb: 0.2264
2022-02-26 00:10:21,780 - trainer.gmgtrainer - INFO - Acc:0.1666666716337204
2022-02-26 00:11:09,973 - trainer.gmgtrainer - INFO - Train: 18 Loss: 0.6236 kldiv: 0.2941 Cosine: 0.8783 Cheb: 0.1942
2022-02-26 00:11:09,974 - trainer.gmgtrainer - INFO - Acc:0.16040462255477905
2022-02-26 00:11:16,583 - trainer.gmgtrainer - INFO - Test: 18 Loss: 0.5874 kldiv: 0.3670 Cosine: 0.8352 Cheb: 0.2255
2022-02-26 00:11:16,583 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 00:12:04,839 - trainer.gmgtrainer - INFO - Train: 19 Loss: 0.6158 kldiv: 0.2900 Cosine: 0.8809 Cheb: 0.1921
2022-02-26 00:12:04,839 - trainer.gmgtrainer - INFO - Acc:0.169075146317482
2022-02-26 00:12:11,481 - trainer.gmgtrainer - INFO - Test: 19 Loss: 0.5841 kldiv: 0.3633 Cosine: 0.8374 Cheb: 0.2230
2022-02-26 00:12:11,481 - trainer.gmgtrainer - INFO - Acc:0.16833333671092987
2022-02-26 00:12:59,808 - trainer.gmgtrainer - INFO - Train: 20 Loss: 0.6066 kldiv: 0.2857 Cosine: 0.8827 Cheb: 0.1907
2022-02-26 00:12:59,809 - trainer.gmgtrainer - INFO - Acc:0.16401733458042145
2022-02-26 00:13:06,474 - trainer.gmgtrainer - INFO - Test: 20 Loss: 0.5864 kldiv: 0.3667 Cosine: 0.8352 Cheb: 0.2255
2022-02-26 00:13:06,474 - trainer.gmgtrainer - INFO - Acc:0.1666666716337204
2022-02-26 00:13:54,863 - trainer.gmgtrainer - INFO - Train: 21 Loss: 0.6073 kldiv: 0.2855 Cosine: 0.8837 Cheb: 0.1916
2022-02-26 00:13:54,864 - trainer.gmgtrainer - INFO - Acc:0.16112716495990753
2022-02-26 00:14:01,460 - trainer.gmgtrainer - INFO - Test: 21 Loss: 0.6050 kldiv: 0.3765 Cosine: 0.8299 Cheb: 0.2287
2022-02-26 00:14:01,460 - trainer.gmgtrainer - INFO - Acc:0.1733333319425583
2022-02-26 00:14:49,824 - trainer.gmgtrainer - INFO - Train: 22 Loss: 0.6007 kldiv: 0.2827 Cosine: 0.8841 Cheb: 0.1895
2022-02-26 00:14:49,824 - trainer.gmgtrainer - INFO - Acc:0.1755780279636383
2022-02-26 00:14:56,464 - trainer.gmgtrainer - INFO - Test: 22 Loss: 0.5979 kldiv: 0.3720 Cosine: 0.8324 Cheb: 0.2268
2022-02-26 00:14:56,465 - trainer.gmgtrainer - INFO - Acc:0.1783333420753479
2022-02-26 00:15:44,870 - trainer.gmgtrainer - INFO - Train: 23 Loss: 0.6027 kldiv: 0.2833 Cosine: 0.8842 Cheb: 0.1907
2022-02-26 00:15:44,871 - trainer.gmgtrainer - INFO - Acc:0.16835260391235352
2022-02-26 00:15:51,472 - trainer.gmgtrainer - INFO - Test: 23 Loss: 0.5936 kldiv: 0.3693 Cosine: 0.8342 Cheb: 0.2251
2022-02-26 00:15:51,472 - trainer.gmgtrainer - INFO - Acc:0.15833333134651184
2022-02-26 00:16:39,902 - trainer.gmgtrainer - INFO - Train: 24 Loss: 0.5950 kldiv: 0.2796 Cosine: 0.8867 Cheb: 0.1900
2022-02-26 00:16:39,903 - trainer.gmgtrainer - INFO - Acc:0.16835260391235352
2022-02-26 00:16:46,575 - trainer.gmgtrainer - INFO - Test: 24 Loss: 0.5891 kldiv: 0.3651 Cosine: 0.8363 Cheb: 0.2221
2022-02-26 00:16:46,576 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 00:17:34,818 - trainer.gmgtrainer - INFO - Train: 25 Loss: 0.6055 kldiv: 0.2840 Cosine: 0.8836 Cheb: 0.1884
2022-02-26 00:17:34,819 - trainer.gmgtrainer - INFO - Acc:0.17413294315338135
2022-02-26 00:17:41,466 - trainer.gmgtrainer - INFO - Test: 25 Loss: 0.5869 kldiv: 0.3642 Cosine: 0.8370 Cheb: 0.2244
2022-02-26 00:17:41,466 - trainer.gmgtrainer - INFO - Acc:0.17166666686534882
2022-02-26 00:18:29,825 - trainer.gmgtrainer - INFO - Train: 26 Loss: 0.5862 kldiv: 0.2755 Cosine: 0.8891 Cheb: 0.1865
2022-02-26 00:18:29,826 - trainer.gmgtrainer - INFO - Acc:0.17052023112773895
2022-02-26 00:18:36,488 - trainer.gmgtrainer - INFO - Test: 26 Loss: 0.5905 kldiv: 0.3664 Cosine: 0.8352 Cheb: 0.2235
2022-02-26 00:18:36,489 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 00:19:24,816 - trainer.gmgtrainer - INFO - Train: 27 Loss: 0.5804 kldiv: 0.2718 Cosine: 0.8909 Cheb: 0.1851
2022-02-26 00:19:24,816 - trainer.gmgtrainer - INFO - Acc:0.17124277353286743
2022-02-26 00:19:31,446 - trainer.gmgtrainer - INFO - Test: 27 Loss: 0.5957 kldiv: 0.3694 Cosine: 0.8337 Cheb: 0.2246
2022-02-26 00:19:31,447 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 00:20:19,788 - trainer.gmgtrainer - INFO - Train: 28 Loss: 0.5858 kldiv: 0.2744 Cosine: 0.8898 Cheb: 0.1865
2022-02-26 00:20:19,789 - trainer.gmgtrainer - INFO - Acc:0.16329479217529297
2022-02-26 00:20:26,364 - trainer.gmgtrainer - INFO - Test: 28 Loss: 0.5983 kldiv: 0.3710 Cosine: 0.8330 Cheb: 0.2268
2022-02-26 00:20:26,365 - trainer.gmgtrainer - INFO - Acc:0.18000000715255737
2022-02-26 00:21:14,782 - trainer.gmgtrainer - INFO - Train: 29 Loss: 0.5884 kldiv: 0.2762 Cosine: 0.8877 Cheb: 0.1864
2022-02-26 00:21:14,783 - trainer.gmgtrainer - INFO - Acc:0.15679191052913666
2022-02-26 00:21:21,446 - trainer.gmgtrainer - INFO - Test: 29 Loss: 0.5907 kldiv: 0.3660 Cosine: 0.8365 Cheb: 0.2243
2022-02-26 00:21:21,446 - trainer.gmgtrainer - INFO - Acc:0.1733333319425583
2022-02-26 00:22:10,032 - trainer.gmgtrainer - INFO - Train: 30 Loss: 0.5747 kldiv: 0.2685 Cosine: 0.8918 Cheb: 0.1812
2022-02-26 00:22:10,033 - trainer.gmgtrainer - INFO - Acc:0.17124277353286743
2022-02-26 00:22:16,793 - trainer.gmgtrainer - INFO - Test: 30 Loss: 0.5922 kldiv: 0.3673 Cosine: 0.8351 Cheb: 0.2240
2022-02-26 00:22:16,794 - trainer.gmgtrainer - INFO - Acc:0.17666667699813843
2022-02-26 00:23:05,009 - trainer.gmgtrainer - INFO - Train: 31 Loss: 0.5812 kldiv: 0.2730 Cosine: 0.8896 Cheb: 0.1849
2022-02-26 00:23:05,009 - trainer.gmgtrainer - INFO - Acc:0.169075146317482
2022-02-26 00:23:11,717 - trainer.gmgtrainer - INFO - Test: 31 Loss: 0.5963 kldiv: 0.3693 Cosine: 0.8335 Cheb: 0.2252
2022-02-26 00:23:11,718 - trainer.gmgtrainer - INFO - Acc:0.17000000178813934
2022-02-26 00:23:59,992 - trainer.gmgtrainer - INFO - Train: 32 Loss: 0.5749 kldiv: 0.2694 Cosine: 0.8908 Cheb: 0.1845
2022-02-26 00:23:59,992 - trainer.gmgtrainer - INFO - Acc:0.17052023112773895
2022-02-26 00:24:06,690 - trainer.gmgtrainer - INFO - Test: 32 Loss: 0.6000 kldiv: 0.3710 Cosine: 0.8328 Cheb: 0.2255
2022-02-26 00:24:06,691 - trainer.gmgtrainer - INFO - Acc:0.1733333319425583
2022-02-26 00:24:54,965 - trainer.gmgtrainer - INFO - Train: 33 Loss: 0.5774 kldiv: 0.2710 Cosine: 0.8911 Cheb: 0.1829
2022-02-26 00:24:54,966 - trainer.gmgtrainer - INFO - Acc:0.17774565517902374
2022-02-26 00:25:01,661 - trainer.gmgtrainer - INFO - Test: 33 Loss: 0.5940 kldiv: 0.3701 Cosine: 0.8338 Cheb: 0.2255
2022-02-26 00:25:01,662 - trainer.gmgtrainer - INFO - Acc:0.1783333420753479
2022-02-26 00:25:50,089 - trainer.gmgtrainer - INFO - Train: 34 Loss: 0.5570 kldiv: 0.2605 Cosine: 0.8959 Cheb: 0.1802
2022-02-26 00:25:50,090 - trainer.gmgtrainer - INFO - Acc:0.15606936812400818
2022-02-26 00:25:56,730 - trainer.gmgtrainer - INFO - Test: 34 Loss: 0.5935 kldiv: 0.3685 Cosine: 0.8342 Cheb: 0.2230
2022-02-26 00:25:56,730 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 00:26:45,029 - trainer.gmgtrainer - INFO - Train: 35 Loss: 0.5650 kldiv: 0.2649 Cosine: 0.8942 Cheb: 0.1813
2022-02-26 00:26:45,029 - trainer.gmgtrainer - INFO - Acc:0.169075146317482
2022-02-26 00:26:51,720 - trainer.gmgtrainer - INFO - Test: 35 Loss: 0.6054 kldiv: 0.3755 Cosine: 0.8309 Cheb: 0.2262
2022-02-26 00:26:51,720 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 00:27:40,001 - trainer.gmgtrainer - INFO - Train: 36 Loss: 0.5791 kldiv: 0.2714 Cosine: 0.8903 Cheb: 0.1831
2022-02-26 00:27:40,002 - trainer.gmgtrainer - INFO - Acc:0.17341040074825287
2022-02-26 00:27:46,653 - trainer.gmgtrainer - INFO - Test: 36 Loss: 0.5895 kldiv: 0.3647 Cosine: 0.8365 Cheb: 0.2244
2022-02-26 00:27:46,654 - trainer.gmgtrainer - INFO - Acc:0.16833333671092987
2022-02-26 00:28:34,986 - trainer.gmgtrainer - INFO - Train: 37 Loss: 0.5756 kldiv: 0.2691 Cosine: 0.8914 Cheb: 0.1831
2022-02-26 00:28:34,987 - trainer.gmgtrainer - INFO - Acc:0.17630057036876678
2022-02-26 00:28:41,629 - trainer.gmgtrainer - INFO - Test: 37 Loss: 0.5921 kldiv: 0.3655 Cosine: 0.8361 Cheb: 0.2231
2022-02-26 00:28:41,630 - trainer.gmgtrainer - INFO - Acc:0.17000000178813934
2022-02-26 00:29:29,980 - trainer.gmgtrainer - INFO - Train: 38 Loss: 0.5602 kldiv: 0.2618 Cosine: 0.8959 Cheb: 0.1797
2022-02-26 00:29:29,981 - trainer.gmgtrainer - INFO - Acc:0.1726878583431244
2022-02-26 00:29:36,718 - trainer.gmgtrainer - INFO - Test: 38 Loss: 0.5888 kldiv: 0.3650 Cosine: 0.8358 Cheb: 0.2241
2022-02-26 00:29:36,719 - trainer.gmgtrainer - INFO - Acc:0.17000000178813934
2022-02-26 00:30:24,969 - trainer.gmgtrainer - INFO - Train: 39 Loss: 0.5772 kldiv: 0.2706 Cosine: 0.8917 Cheb: 0.1834
2022-02-26 00:30:24,970 - trainer.gmgtrainer - INFO - Acc:0.15968208014965057
2022-02-26 00:30:31,660 - trainer.gmgtrainer - INFO - Test: 39 Loss: 0.5876 kldiv: 0.3646 Cosine: 0.8358 Cheb: 0.2246
2022-02-26 00:30:31,661 - trainer.gmgtrainer - INFO - Acc:0.1733333319425583
2022-02-26 00:31:19,987 - trainer.gmgtrainer - INFO - Train: 40 Loss: 0.5720 kldiv: 0.2681 Cosine: 0.8925 Cheb: 0.1832
2022-02-26 00:31:19,988 - trainer.gmgtrainer - INFO - Acc:0.16329479217529297
2022-02-26 00:31:26,669 - trainer.gmgtrainer - INFO - Test: 40 Loss: 0.5889 kldiv: 0.3652 Cosine: 0.8363 Cheb: 0.2241
2022-02-26 00:31:26,670 - trainer.gmgtrainer - INFO - Acc:0.16833333671092987
2022-02-26 00:32:14,991 - trainer.gmgtrainer - INFO - Train: 41 Loss: 0.5763 kldiv: 0.2699 Cosine: 0.8900 Cheb: 0.1843
2022-02-26 00:32:14,991 - trainer.gmgtrainer - INFO - Acc:0.1625722497701645
2022-02-26 00:32:21,709 - trainer.gmgtrainer - INFO - Test: 41 Loss: 0.5907 kldiv: 0.3663 Cosine: 0.8356 Cheb: 0.2248
2022-02-26 00:32:21,710 - trainer.gmgtrainer - INFO - Acc:0.1733333319425583
2022-02-26 00:33:10,002 - trainer.gmgtrainer - INFO - Train: 42 Loss: 0.5779 kldiv: 0.2703 Cosine: 0.8921 Cheb: 0.1820
2022-02-26 00:33:10,003 - trainer.gmgtrainer - INFO - Acc:0.17413294315338135
2022-02-26 00:33:16,652 - trainer.gmgtrainer - INFO - Test: 42 Loss: 0.5890 kldiv: 0.3647 Cosine: 0.8366 Cheb: 0.2246
2022-02-26 00:33:16,652 - trainer.gmgtrainer - INFO - Acc:0.17000000178813934
2022-02-26 00:34:04,898 - trainer.gmgtrainer - INFO - Train: 43 Loss: 0.5752 kldiv: 0.2695 Cosine: 0.8914 Cheb: 0.1835
2022-02-26 00:34:04,898 - trainer.gmgtrainer - INFO - Acc:0.1654624193906784
2022-02-26 00:34:11,569 - trainer.gmgtrainer - INFO - Test: 43 Loss: 0.5883 kldiv: 0.3653 Cosine: 0.8351 Cheb: 0.2251
2022-02-26 00:34:11,570 - trainer.gmgtrainer - INFO - Acc:0.16166667640209198
2022-02-26 00:34:59,993 - trainer.gmgtrainer - INFO - Train: 44 Loss: 0.5757 kldiv: 0.2693 Cosine: 0.8927 Cheb: 0.1836
2022-02-26 00:34:59,994 - trainer.gmgtrainer - INFO - Acc:0.17341040074825287
2022-02-26 00:35:06,662 - trainer.gmgtrainer - INFO - Test: 44 Loss: 0.5901 kldiv: 0.3668 Cosine: 0.8350 Cheb: 0.2252
2022-02-26 00:35:06,662 - trainer.gmgtrainer - INFO - Acc:0.16333334147930145
2022-02-26 00:35:54,982 - trainer.gmgtrainer - INFO - Train: 45 Loss: 0.5667 kldiv: 0.2655 Cosine: 0.8935 Cheb: 0.1815
2022-02-26 00:35:54,982 - trainer.gmgtrainer - INFO - Acc:0.17413294315338135
2022-02-26 00:36:01,718 - trainer.gmgtrainer - INFO - Test: 45 Loss: 0.5882 kldiv: 0.3644 Cosine: 0.8363 Cheb: 0.2250
2022-02-26 00:36:01,718 - trainer.gmgtrainer - INFO - Acc:0.16333334147930145
2022-02-26 00:36:49,993 - trainer.gmgtrainer - INFO - Train: 46 Loss: 0.5718 kldiv: 0.2679 Cosine: 0.8928 Cheb: 0.1838
2022-02-26 00:36:49,994 - trainer.gmgtrainer - INFO - Acc:0.17630057036876678
2022-02-26 00:36:56,741 - trainer.gmgtrainer - INFO - Test: 46 Loss: 0.5990 kldiv: 0.3717 Cosine: 0.8335 Cheb: 0.2237
2022-02-26 00:36:56,742 - trainer.gmgtrainer - INFO - Acc:0.17000000178813934
2022-02-26 00:37:45,089 - trainer.gmgtrainer - INFO - Train: 47 Loss: 0.5819 kldiv: 0.2728 Cosine: 0.8889 Cheb: 0.1843
2022-02-26 00:37:45,091 - trainer.gmgtrainer - INFO - Acc:0.1755780279636383
2022-02-26 00:37:51,725 - trainer.gmgtrainer - INFO - Test: 47 Loss: 0.5875 kldiv: 0.3638 Cosine: 0.8364 Cheb: 0.2242
2022-02-26 00:37:51,725 - trainer.gmgtrainer - INFO - Acc:0.16333334147930145
2022-02-26 00:38:40,011 - trainer.gmgtrainer - INFO - Train: 48 Loss: 0.5617 kldiv: 0.2627 Cosine: 0.8953 Cheb: 0.1790
2022-02-26 00:38:40,011 - trainer.gmgtrainer - INFO - Acc:0.17052023112773895
2022-02-26 00:38:46,709 - trainer.gmgtrainer - INFO - Test: 48 Loss: 0.5833 kldiv: 0.3612 Cosine: 0.8387 Cheb: 0.2226
2022-02-26 00:38:46,710 - trainer.gmgtrainer - INFO - Acc:0.1733333319425583
2022-02-26 00:39:34,949 - trainer.gmgtrainer - INFO - Train: 49 Loss: 0.5621 kldiv: 0.2629 Cosine: 0.8954 Cheb: 0.1798
2022-02-26 00:39:34,950 - trainer.gmgtrainer - INFO - Acc:0.16979768872261047
2022-02-26 00:39:41,677 - trainer.gmgtrainer - INFO - Test: 49 Loss: 0.5882 kldiv: 0.3650 Cosine: 0.8355 Cheb: 0.2254
2022-02-26 00:39:41,677 - trainer.gmgtrainer - INFO - Acc:0.16500000655651093
2022-02-26 00:40:29,926 - trainer.gmgtrainer - INFO - Train: 50 Loss: 0.5675 kldiv: 0.2649 Cosine: 0.8938 Cheb: 0.1800
2022-02-26 00:40:29,927 - trainer.gmgtrainer - INFO - Acc:0.16763004660606384
2022-02-26 00:40:36,623 - trainer.gmgtrainer - INFO - Test: 50 Loss: 0.5915 kldiv: 0.3664 Cosine: 0.8370 Cheb: 0.2229
2022-02-26 00:40:36,623 - trainer.gmgtrainer - INFO - Acc:0.17000000178813934
2022-02-26 00:41:25,001 - trainer.gmgtrainer - INFO - Train: 51 Loss: 0.5638 kldiv: 0.2632 Cosine: 0.8951 Cheb: 0.1804
2022-02-26 00:41:25,002 - trainer.gmgtrainer - INFO - Acc:0.16835260391235352
2022-02-26 00:41:31,700 - trainer.gmgtrainer - INFO - Test: 51 Loss: 0.5943 kldiv: 0.3682 Cosine: 0.8342 Cheb: 0.2253
2022-02-26 00:41:31,700 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 00:42:19,986 - trainer.gmgtrainer - INFO - Train: 52 Loss: 0.5801 kldiv: 0.2716 Cosine: 0.8905 Cheb: 0.1829
2022-02-26 00:42:19,987 - trainer.gmgtrainer - INFO - Acc:0.16618496179580688
2022-02-26 00:42:26,739 - trainer.gmgtrainer - INFO - Test: 52 Loss: 0.5839 kldiv: 0.3621 Cosine: 0.8373 Cheb: 0.2237
2022-02-26 00:42:26,739 - trainer.gmgtrainer - INFO - Acc:0.1733333319425583
2022-02-26 00:43:15,006 - trainer.gmgtrainer - INFO - Train: 53 Loss: 0.5635 kldiv: 0.2638 Cosine: 0.8951 Cheb: 0.1801
2022-02-26 00:43:15,007 - trainer.gmgtrainer - INFO - Acc:0.16618496179580688
2022-02-26 00:43:21,693 - trainer.gmgtrainer - INFO - Test: 53 Loss: 0.5859 kldiv: 0.3627 Cosine: 0.8365 Cheb: 0.2239
2022-02-26 00:43:21,693 - trainer.gmgtrainer - INFO - Acc:0.16333334147930145
2022-02-26 00:44:10,027 - trainer.gmgtrainer - INFO - Train: 54 Loss: 0.5717 kldiv: 0.2669 Cosine: 0.8924 Cheb: 0.1828
2022-02-26 00:44:10,028 - trainer.gmgtrainer - INFO - Acc:0.16979768872261047
2022-02-26 00:44:16,743 - trainer.gmgtrainer - INFO - Test: 54 Loss: 0.5996 kldiv: 0.3711 Cosine: 0.8327 Cheb: 0.2246
2022-02-26 00:44:16,743 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 00:45:04,984 - trainer.gmgtrainer - INFO - Train: 55 Loss: 0.5717 kldiv: 0.2675 Cosine: 0.8925 Cheb: 0.1825
2022-02-26 00:45:04,985 - trainer.gmgtrainer - INFO - Acc:0.17485548555850983
2022-02-26 00:45:11,720 - trainer.gmgtrainer - INFO - Test: 55 Loss: 0.5969 kldiv: 0.3696 Cosine: 0.8338 Cheb: 0.2243
2022-02-26 00:45:11,720 - trainer.gmgtrainer - INFO - Acc:0.17166666686534882
2022-02-26 00:46:00,076 - trainer.gmgtrainer - INFO - Train: 56 Loss: 0.5651 kldiv: 0.2639 Cosine: 0.8940 Cheb: 0.1806
2022-02-26 00:46:00,077 - trainer.gmgtrainer - INFO - Acc:0.15968208014965057
2022-02-26 00:46:06,690 - trainer.gmgtrainer - INFO - Test: 56 Loss: 0.5831 kldiv: 0.3608 Cosine: 0.8383 Cheb: 0.2235
2022-02-26 00:46:06,690 - trainer.gmgtrainer - INFO - Acc:0.1599999964237213
2022-02-26 00:46:55,010 - trainer.gmgtrainer - INFO - Train: 57 Loss: 0.5679 kldiv: 0.2660 Cosine: 0.8930 Cheb: 0.1805
2022-02-26 00:46:55,011 - trainer.gmgtrainer - INFO - Acc:0.16618496179580688
2022-02-26 00:47:01,665 - trainer.gmgtrainer - INFO - Test: 57 Loss: 0.5873 kldiv: 0.3637 Cosine: 0.8369 Cheb: 0.2251
2022-02-26 00:47:01,666 - trainer.gmgtrainer - INFO - Acc:0.16833333671092987
2022-02-26 00:47:49,976 - trainer.gmgtrainer - INFO - Train: 58 Loss: 0.5609 kldiv: 0.2622 Cosine: 0.8961 Cheb: 0.1779
2022-02-26 00:47:49,976 - trainer.gmgtrainer - INFO - Acc:0.16690750420093536
2022-02-26 00:47:56,748 - trainer.gmgtrainer - INFO - Test: 58 Loss: 0.5857 kldiv: 0.3611 Cosine: 0.8388 Cheb: 0.2223
2022-02-26 00:47:56,748 - trainer.gmgtrainer - INFO - Acc:0.16833333671092987
2022-02-26 00:48:45,009 - trainer.gmgtrainer - INFO - Train: 59 Loss: 0.5575 kldiv: 0.2608 Cosine: 0.8958 Cheb: 0.1789
2022-02-26 00:48:45,009 - trainer.gmgtrainer - INFO - Acc:0.15968208014965057
2022-02-26 00:48:51,695 - trainer.gmgtrainer - INFO - Test: 59 Loss: 0.5907 kldiv: 0.3659 Cosine: 0.8357 Cheb: 0.2245
2022-02-26 00:48:51,696 - trainer.gmgtrainer - INFO - Acc:0.17166666686534882
2022-02-26 00:49:39,954 - trainer.gmgtrainer - INFO - Train: 60 Loss: 0.5661 kldiv: 0.2647 Cosine: 0.8946 Cheb: 0.1805
2022-02-26 00:49:39,954 - trainer.gmgtrainer - INFO - Acc:0.161849707365036
2022-02-26 00:49:46,616 - trainer.gmgtrainer - INFO - Test: 60 Loss: 0.5871 kldiv: 0.3640 Cosine: 0.8367 Cheb: 0.2244
2022-02-26 00:49:46,616 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 00:50:34,988 - trainer.gmgtrainer - INFO - Train: 61 Loss: 0.5709 kldiv: 0.2680 Cosine: 0.8916 Cheb: 0.1814
2022-02-26 00:50:34,989 - trainer.gmgtrainer - INFO - Acc:0.15462426841259003
2022-02-26 00:50:41,627 - trainer.gmgtrainer - INFO - Test: 61 Loss: 0.5890 kldiv: 0.3647 Cosine: 0.8362 Cheb: 0.2244
2022-02-26 00:50:41,627 - trainer.gmgtrainer - INFO - Acc:0.1666666716337204
2022-02-26 00:51:30,004 - trainer.gmgtrainer - INFO - Train: 62 Loss: 0.5703 kldiv: 0.2674 Cosine: 0.8923 Cheb: 0.1821
2022-02-26 00:51:30,005 - trainer.gmgtrainer - INFO - Acc:0.16835260391235352
2022-02-26 00:51:36,698 - trainer.gmgtrainer - INFO - Test: 62 Loss: 0.5964 kldiv: 0.3694 Cosine: 0.8341 Cheb: 0.2246
2022-02-26 00:51:36,698 - trainer.gmgtrainer - INFO - Acc:0.16833333671092987
2022-02-26 00:52:25,106 - trainer.gmgtrainer - INFO - Train: 63 Loss: 0.5627 kldiv: 0.2629 Cosine: 0.8962 Cheb: 0.1786
2022-02-26 00:52:25,107 - trainer.gmgtrainer - INFO - Acc:0.17702311277389526
2022-02-26 00:52:31,847 - trainer.gmgtrainer - INFO - Test: 63 Loss: 0.5916 kldiv: 0.3659 Cosine: 0.8355 Cheb: 0.2245
2022-02-26 00:52:31,847 - trainer.gmgtrainer - INFO - Acc:0.16333334147930145
2022-02-26 00:53:20,024 - trainer.gmgtrainer - INFO - Train: 64 Loss: 0.5797 kldiv: 0.2718 Cosine: 0.8905 Cheb: 0.1847
2022-02-26 00:53:20,025 - trainer.gmgtrainer - INFO - Acc:0.16473987698554993
2022-02-26 00:53:26,732 - trainer.gmgtrainer - INFO - Test: 64 Loss: 0.6010 kldiv: 0.3722 Cosine: 0.8331 Cheb: 0.2256
2022-02-26 00:53:26,732 - trainer.gmgtrainer - INFO - Acc:0.17166666686534882
2022-02-26 00:54:15,051 - trainer.gmgtrainer - INFO - Train: 65 Loss: 0.5642 kldiv: 0.2635 Cosine: 0.8953 Cheb: 0.1792
2022-02-26 00:54:15,052 - trainer.gmgtrainer - INFO - Acc:0.16618496179580688
2022-02-26 00:54:21,793 - trainer.gmgtrainer - INFO - Test: 65 Loss: 0.5928 kldiv: 0.3663 Cosine: 0.8358 Cheb: 0.2242
2022-02-26 00:54:21,794 - trainer.gmgtrainer - INFO - Acc:0.16500000655651093
2022-02-26 00:55:10,045 - trainer.gmgtrainer - INFO - Train: 66 Loss: 0.5632 kldiv: 0.2635 Cosine: 0.8958 Cheb: 0.1795
2022-02-26 00:55:10,046 - trainer.gmgtrainer - INFO - Acc:0.16473987698554993
2022-02-26 00:55:16,763 - trainer.gmgtrainer - INFO - Test: 66 Loss: 0.5864 kldiv: 0.3619 Cosine: 0.8377 Cheb: 0.2247
2022-02-26 00:55:16,763 - trainer.gmgtrainer - INFO - Acc:0.1666666716337204
2022-02-26 00:56:04,992 - trainer.gmgtrainer - INFO - Train: 67 Loss: 0.5767 kldiv: 0.2708 Cosine: 0.8910 Cheb: 0.1846
2022-02-26 00:56:04,993 - trainer.gmgtrainer - INFO - Acc:0.16618496179580688
2022-02-26 00:56:11,717 - trainer.gmgtrainer - INFO - Test: 67 Loss: 0.5911 kldiv: 0.3652 Cosine: 0.8366 Cheb: 0.2239
2022-02-26 00:56:11,717 - trainer.gmgtrainer - INFO - Acc:0.15833333134651184
2022-02-26 00:57:00,029 - trainer.gmgtrainer - INFO - Train: 68 Loss: 0.5681 kldiv: 0.2653 Cosine: 0.8931 Cheb: 0.1821
2022-02-26 00:57:00,030 - trainer.gmgtrainer - INFO - Acc:0.16401733458042145
2022-02-26 00:57:06,731 - trainer.gmgtrainer - INFO - Test: 68 Loss: 0.5949 kldiv: 0.3689 Cosine: 0.8337 Cheb: 0.2252
2022-02-26 00:57:06,732 - trainer.gmgtrainer - INFO - Acc:0.17666667699813843
2022-02-26 00:57:54,997 - trainer.gmgtrainer - INFO - Train: 69 Loss: 0.5674 kldiv: 0.2661 Cosine: 0.8942 Cheb: 0.1832
2022-02-26 00:57:54,998 - trainer.gmgtrainer - INFO - Acc:0.1654624193906784
2022-02-26 00:58:01,605 - trainer.gmgtrainer - INFO - Test: 69 Loss: 0.5851 kldiv: 0.3633 Cosine: 0.8369 Cheb: 0.2246
2022-02-26 00:58:01,605 - trainer.gmgtrainer - INFO - Acc:0.16166667640209198
2022-02-26 00:58:49,988 - trainer.gmgtrainer - INFO - Train: 70 Loss: 0.5710 kldiv: 0.2673 Cosine: 0.8937 Cheb: 0.1800
2022-02-26 00:58:49,988 - trainer.gmgtrainer - INFO - Acc:0.17774565517902374
2022-02-26 00:58:56,720 - trainer.gmgtrainer - INFO - Test: 70 Loss: 0.5878 kldiv: 0.3640 Cosine: 0.8375 Cheb: 0.2249
2022-02-26 00:58:56,721 - trainer.gmgtrainer - INFO - Acc:0.16833333671092987
2022-02-26 00:59:44,993 - trainer.gmgtrainer - INFO - Train: 71 Loss: 0.5702 kldiv: 0.2668 Cosine: 0.8931 Cheb: 0.1818
2022-02-26 00:59:44,994 - trainer.gmgtrainer - INFO - Acc:0.17341040074825287
2022-02-26 00:59:51,767 - trainer.gmgtrainer - INFO - Test: 71 Loss: 0.5922 kldiv: 0.3663 Cosine: 0.8358 Cheb: 0.2238
2022-02-26 00:59:51,767 - trainer.gmgtrainer - INFO - Acc:0.1733333319425583
2022-02-26 01:00:40,066 - trainer.gmgtrainer - INFO - Train: 72 Loss: 0.5606 kldiv: 0.2624 Cosine: 0.8969 Cheb: 0.1787
2022-02-26 01:00:40,067 - trainer.gmgtrainer - INFO - Acc:0.1625722497701645
2022-02-26 01:00:46,763 - trainer.gmgtrainer - INFO - Test: 72 Loss: 0.5908 kldiv: 0.3651 Cosine: 0.8364 Cheb: 0.2236
2022-02-26 01:00:46,763 - trainer.gmgtrainer - INFO - Acc:0.17666667699813843
2022-02-26 01:01:35,011 - trainer.gmgtrainer - INFO - Train: 73 Loss: 0.5782 kldiv: 0.2707 Cosine: 0.8908 Cheb: 0.1824
2022-02-26 01:01:35,012 - trainer.gmgtrainer - INFO - Acc:0.17413294315338135
2022-02-26 01:01:41,757 - trainer.gmgtrainer - INFO - Test: 73 Loss: 0.5905 kldiv: 0.3656 Cosine: 0.8361 Cheb: 0.2244
2022-02-26 01:01:41,758 - trainer.gmgtrainer - INFO - Acc:0.17166666686534882
2022-02-26 01:02:30,078 - trainer.gmgtrainer - INFO - Train: 74 Loss: 0.5832 kldiv: 0.2735 Cosine: 0.8886 Cheb: 0.1836
2022-02-26 01:02:30,079 - trainer.gmgtrainer - INFO - Acc:0.17341040074825287
2022-02-26 01:02:36,757 - trainer.gmgtrainer - INFO - Test: 74 Loss: 0.5866 kldiv: 0.3638 Cosine: 0.8371 Cheb: 0.2248
2022-02-26 01:02:36,757 - trainer.gmgtrainer - INFO - Acc:0.15833333134651184
2022-02-26 01:03:24,957 - trainer.gmgtrainer - INFO - Train: 75 Loss: 0.5597 kldiv: 0.2616 Cosine: 0.8955 Cheb: 0.1794
2022-02-26 01:03:24,958 - trainer.gmgtrainer - INFO - Acc:0.17341040074825287
2022-02-26 01:03:31,648 - trainer.gmgtrainer - INFO - Test: 75 Loss: 0.5919 kldiv: 0.3672 Cosine: 0.8346 Cheb: 0.2254
2022-02-26 01:03:31,649 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 01:04:20,151 - trainer.gmgtrainer - INFO - Train: 76 Loss: 0.5843 kldiv: 0.2735 Cosine: 0.8897 Cheb: 0.1858
2022-02-26 01:04:20,152 - trainer.gmgtrainer - INFO - Acc:0.17052023112773895
2022-02-26 01:04:26,815 - trainer.gmgtrainer - INFO - Test: 76 Loss: 0.5918 kldiv: 0.3654 Cosine: 0.8361 Cheb: 0.2234
2022-02-26 01:04:26,816 - trainer.gmgtrainer - INFO - Acc:0.16500000655651093
2022-02-26 01:05:14,977 - trainer.gmgtrainer - INFO - Train: 77 Loss: 0.5763 kldiv: 0.2695 Cosine: 0.8907 Cheb: 0.1824
2022-02-26 01:05:14,978 - trainer.gmgtrainer - INFO - Acc:0.16690750420093536
2022-02-26 01:05:21,645 - trainer.gmgtrainer - INFO - Test: 77 Loss: 0.5863 kldiv: 0.3641 Cosine: 0.8358 Cheb: 0.2248
2022-02-26 01:05:21,645 - trainer.gmgtrainer - INFO - Acc:0.16500000655651093
2022-02-26 01:06:10,059 - trainer.gmgtrainer - INFO - Train: 78 Loss: 0.5680 kldiv: 0.2650 Cosine: 0.8932 Cheb: 0.1822
2022-02-26 01:06:10,060 - trainer.gmgtrainer - INFO - Acc:0.17630057036876678
2022-02-26 01:06:16,773 - trainer.gmgtrainer - INFO - Test: 78 Loss: 0.5903 kldiv: 0.3656 Cosine: 0.8360 Cheb: 0.2238
2022-02-26 01:06:16,774 - trainer.gmgtrainer - INFO - Acc:0.17499999701976776
2022-02-26 01:07:04,970 - trainer.gmgtrainer - INFO - Train: 79 Loss: 0.5682 kldiv: 0.2657 Cosine: 0.8924 Cheb: 0.1818
2022-02-26 01:07:04,970 - trainer.gmgtrainer - INFO - Acc:0.1625722497701645
2022-02-26 01:07:11,652 - trainer.gmgtrainer - INFO - Test: 79 Loss: 0.6004 kldiv: 0.3714 Cosine: 0.8326 Cheb: 0.2260
2022-02-26 01:07:11,653 - trainer.gmgtrainer - INFO - Acc:0.17666667699813843
2022-02-26 01:08:00,005 - trainer.gmgtrainer - INFO - Train: 80 Loss: 0.5805 kldiv: 0.2719 Cosine: 0.8904 Cheb: 0.1840
2022-02-26 01:08:00,005 - trainer.gmgtrainer - INFO - Acc:0.15968208014965057
2022-02-26 01:08:06,640 - trainer.gmgtrainer - INFO - Test: 80 Loss: 0.5881 kldiv: 0.3647 Cosine: 0.8357 Cheb: 0.2241
2022-02-26 01:08:06,640 - trainer.gmgtrainer - INFO - Acc:0.17166666686534882
2022-02-26 01:08:54,984 - trainer.gmgtrainer - INFO - Train: 81 Loss: 0.5647 kldiv: 0.2644 Cosine: 0.8945 Cheb: 0.1802
2022-02-26 01:08:54,985 - trainer.gmgtrainer - INFO - Acc:0.16329479217529297
2022-02-26 01:09:01,729 - trainer.gmgtrainer - INFO - Test: 81 Loss: 0.5918 kldiv: 0.3663 Cosine: 0.8348 Cheb: 0.2252
2022-02-26 01:09:01,730 - trainer.gmgtrainer - INFO - Acc:0.16500000655651093
2022-02-26 01:09:49,987 - trainer.gmgtrainer - INFO - Train: 82 Loss: 0.5681 kldiv: 0.2660 Cosine: 0.8940 Cheb: 0.1823
2022-02-26 01:09:49,988 - trainer.gmgtrainer - INFO - Acc:0.1719653159379959
2022-02-26 01:09:56,829 - trainer.gmgtrainer - INFO - Test: 82 Loss: 0.5896 kldiv: 0.3656 Cosine: 0.8367 Cheb: 0.2241
2022-02-26 01:09:56,830 - trainer.gmgtrainer - INFO - Acc:0.16500000655651093
2022-02-26 01:10:44,951 - trainer.gmgtrainer - INFO - Train: 83 Loss: 0.5688 kldiv: 0.2661 Cosine: 0.8943 Cheb: 0.1824
2022-02-26 01:10:44,952 - trainer.gmgtrainer - INFO - Acc:0.1625722497701645
2022-02-26 01:10:51,673 - trainer.gmgtrainer - INFO - Test: 83 Loss: 0.5866 kldiv: 0.3620 Cosine: 0.8368 Cheb: 0.2229
2022-02-26 01:10:51,674 - trainer.gmgtrainer - INFO - Acc:0.1733333319425583
2022-02-26 01:11:39,872 - trainer.gmgtrainer - INFO - Train: 84 Loss: 0.5621 kldiv: 0.2631 Cosine: 0.8951 Cheb: 0.1804
2022-02-26 01:11:39,873 - trainer.gmgtrainer - INFO - Acc:0.16473987698554993
2022-02-26 01:11:46,534 - trainer.gmgtrainer - INFO - Test: 84 Loss: 0.5878 kldiv: 0.3644 Cosine: 0.8363 Cheb: 0.2252
2022-02-26 01:11:46,535 - trainer.gmgtrainer - INFO - Acc:0.16500000655651093
2022-02-26 01:12:34,796 - trainer.gmgtrainer - INFO - Train: 85 Loss: 0.5747 kldiv: 0.2693 Cosine: 0.8926 Cheb: 0.1836
2022-02-26 01:12:34,797 - trainer.gmgtrainer - INFO - Acc:0.1755780279636383
2022-02-26 01:12:41,459 - trainer.gmgtrainer - INFO - Test: 85 Loss: 0.5964 kldiv: 0.3685 Cosine: 0.8343 Cheb: 0.2252
2022-02-26 01:12:41,460 - trainer.gmgtrainer - INFO - Acc:0.17666667699813843
2022-02-26 01:13:29,055 - trainer.gmgtrainer - INFO - Train: 86 Loss: 0.5620 kldiv: 0.2627 Cosine: 0.8958 Cheb: 0.1793
2022-02-26 01:13:29,056 - trainer.gmgtrainer - INFO - Acc:0.1726878583431244
2022-02-26 01:13:35,697 - trainer.gmgtrainer - INFO - Test: 86 Loss: 0.5857 kldiv: 0.3633 Cosine: 0.8366 Cheb: 0.2238
2022-02-26 01:13:35,698 - trainer.gmgtrainer - INFO - Acc:0.16166667640209198
2022-02-26 01:14:23,789 - trainer.gmgtrainer - INFO - Train: 87 Loss: 0.5642 kldiv: 0.2638 Cosine: 0.8948 Cheb: 0.1800
2022-02-26 01:14:23,790 - trainer.gmgtrainer - INFO - Acc:0.16979768872261047
2022-02-26 01:14:30,415 - trainer.gmgtrainer - INFO - Test: 87 Loss: 0.5985 kldiv: 0.3705 Cosine: 0.8338 Cheb: 0.2238
2022-02-26 01:14:30,415 - trainer.gmgtrainer - INFO - Acc:0.17000000178813934
2022-02-26 01:15:18,899 - trainer.gmgtrainer - INFO - Train: 88 Loss: 0.5750 kldiv: 0.2694 Cosine: 0.8906 Cheb: 0.1844
2022-02-26 01:15:18,900 - trainer.gmgtrainer - INFO - Acc:0.16112716495990753
2022-02-26 01:15:25,553 - trainer.gmgtrainer - INFO - Test: 88 Loss: 0.5868 kldiv: 0.3645 Cosine: 0.8362 Cheb: 0.2244
2022-02-26 01:15:25,554 - trainer.gmgtrainer - INFO - Acc:0.16833333671092987
2022-02-26 01:16:13,979 - trainer.gmgtrainer - INFO - Train: 89 Loss: 0.5642 kldiv: 0.2636 Cosine: 0.8955 Cheb: 0.1805
2022-02-26 01:16:13,980 - trainer.gmgtrainer - INFO - Acc:0.16401733458042145
2022-02-26 01:16:20,602 - trainer.gmgtrainer - INFO - Test: 89 Loss: 0.5874 kldiv: 0.3630 Cosine: 0.8369 Cheb: 0.2229
2022-02-26 01:16:20,603 - trainer.gmgtrainer - INFO - Acc:0.17166666686534882