-
Notifications
You must be signed in to change notification settings - Fork 76
/
nextvit_large_in1k_384.log
4080 lines (4080 loc) · 466 KB
/
nextvit_large_in1k_384.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
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
Epoch: [0] [ 0/1251] eta: 7:30:41 lr: 0.000010 loss: 3.7457 (3.7457) time: 21.6157 data: 5.0744 max mem: 44082
Epoch: [0] [ 10/1251] eta: 0:56:20 lr: 0.000010 loss: 3.2004 (2.9971) time: 2.7244 data: 0.4616 max mem: 44082
Epoch: [0] [ 20/1251] eta: 0:37:08 lr: 0.000010 loss: 3.0989 (3.0216) time: 0.8200 data: 0.0003 max mem: 44082
Epoch: [0] [ 30/1251] eta: 0:30:14 lr: 0.000010 loss: 3.0818 (2.9907) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [0] [ 40/1251] eta: 0:26:37 lr: 0.000010 loss: 2.8839 (2.9221) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [0] [ 50/1251] eta: 0:24:22 lr: 0.000010 loss: 2.9008 (2.9188) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [0] [ 60/1251] eta: 0:22:48 lr: 0.000010 loss: 2.9008 (2.8832) time: 0.8008 data: 0.0003 max mem: 44082
Epoch: [0] [ 70/1251] eta: 0:21:39 lr: 0.000010 loss: 2.9199 (2.8683) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [0] [ 80/1251] eta: 0:20:45 lr: 0.000010 loss: 2.8681 (2.8402) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [0] [ 90/1251] eta: 0:20:01 lr: 0.000010 loss: 2.9315 (2.8511) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [0] [ 100/1251] eta: 0:19:24 lr: 0.000010 loss: 2.8817 (2.8334) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [0] [ 110/1251] eta: 0:18:52 lr: 0.000010 loss: 2.8422 (2.8330) time: 0.8023 data: 0.0003 max mem: 44082
Epoch: [0] [ 120/1251] eta: 0:18:24 lr: 0.000010 loss: 2.8069 (2.8179) time: 0.7980 data: 0.0003 max mem: 44082
Epoch: [0] [ 130/1251] eta: 0:17:59 lr: 0.000010 loss: 2.6929 (2.8067) time: 0.7979 data: 0.0003 max mem: 44082
Epoch: [0] [ 140/1251] eta: 0:17:37 lr: 0.000010 loss: 2.8140 (2.8054) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [0] [ 150/1251] eta: 0:17:16 lr: 0.000010 loss: 2.8589 (2.7983) time: 0.8007 data: 0.0003 max mem: 44082
Epoch: [0] [ 160/1251] eta: 0:16:57 lr: 0.000010 loss: 2.7718 (2.7931) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [0] [ 170/1251] eta: 0:16:40 lr: 0.000010 loss: 2.7052 (2.7794) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [0] [ 180/1251] eta: 0:16:24 lr: 0.000010 loss: 2.7052 (2.7737) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [0] [ 190/1251] eta: 0:16:08 lr: 0.000010 loss: 2.6793 (2.7589) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [0] [ 200/1251] eta: 0:15:53 lr: 0.000010 loss: 2.7828 (2.7619) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [0] [ 210/1251] eta: 0:15:39 lr: 0.000010 loss: 2.8620 (2.7551) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [0] [ 220/1251] eta: 0:15:25 lr: 0.000010 loss: 2.7016 (2.7468) time: 0.7996 data: 0.0003 max mem: 44082
Epoch: [0] [ 230/1251] eta: 0:15:12 lr: 0.000010 loss: 2.7051 (2.7462) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [0] [ 240/1251] eta: 0:14:59 lr: 0.000010 loss: 2.7042 (2.7352) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [0] [ 250/1251] eta: 0:14:47 lr: 0.000010 loss: 2.5974 (2.7337) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [0] [ 260/1251] eta: 0:14:35 lr: 0.000010 loss: 2.6753 (2.7241) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [0] [ 270/1251] eta: 0:14:23 lr: 0.000010 loss: 2.4784 (2.7177) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [0] [ 280/1251] eta: 0:14:12 lr: 0.000010 loss: 2.6393 (2.7210) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [0] [ 290/1251] eta: 0:14:01 lr: 0.000010 loss: 2.6762 (2.7154) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [0] [ 300/1251] eta: 0:13:50 lr: 0.000010 loss: 2.5045 (2.7122) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [0] [ 310/1251] eta: 0:13:39 lr: 0.000010 loss: 2.7345 (2.7150) time: 0.8028 data: 0.0015 max mem: 44082
Epoch: [0] [ 320/1251] eta: 0:13:28 lr: 0.000010 loss: 2.7788 (2.7145) time: 0.7990 data: 0.0015 max mem: 44082
Epoch: [0] [ 330/1251] eta: 0:13:18 lr: 0.000010 loss: 2.6744 (2.7042) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [0] [ 340/1251] eta: 0:13:07 lr: 0.000010 loss: 2.8358 (2.7109) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [0] [ 350/1251] eta: 0:12:57 lr: 0.000010 loss: 2.9599 (2.7107) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [0] [ 360/1251] eta: 0:12:47 lr: 0.000010 loss: 2.8098 (2.7111) time: 0.8018 data: 0.0003 max mem: 44082
Epoch: [0] [ 370/1251] eta: 0:12:37 lr: 0.000010 loss: 2.8828 (2.7126) time: 0.8001 data: 0.0003 max mem: 44082
Epoch: [0] [ 380/1251] eta: 0:12:27 lr: 0.000010 loss: 2.8555 (2.7148) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [0] [ 390/1251] eta: 0:12:17 lr: 0.000010 loss: 2.8072 (2.7082) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [0] [ 400/1251] eta: 0:12:07 lr: 0.000010 loss: 2.5415 (2.7045) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [0] [ 410/1251] eta: 0:11:58 lr: 0.000010 loss: 2.6103 (2.7039) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [0] [ 420/1251] eta: 0:11:48 lr: 0.000010 loss: 2.8184 (2.7068) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [0] [ 430/1251] eta: 0:11:39 lr: 0.000010 loss: 2.8184 (2.7080) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [0] [ 440/1251] eta: 0:11:29 lr: 0.000010 loss: 2.8427 (2.7093) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [0] [ 450/1251] eta: 0:11:20 lr: 0.000010 loss: 2.7994 (2.7066) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [0] [ 460/1251] eta: 0:11:11 lr: 0.000010 loss: 2.5707 (2.7014) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [0] [ 470/1251] eta: 0:11:02 lr: 0.000010 loss: 2.7696 (2.7022) time: 0.8021 data: 0.0003 max mem: 44082
Epoch: [0] [ 480/1251] eta: 0:10:53 lr: 0.000010 loss: 2.8239 (2.7038) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [0] [ 490/1251] eta: 0:10:43 lr: 0.000010 loss: 2.8393 (2.7049) time: 0.8099 data: 0.0003 max mem: 44082
Epoch: [0] [ 500/1251] eta: 0:10:34 lr: 0.000010 loss: 2.7752 (2.7072) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [0] [ 510/1251] eta: 0:10:25 lr: 0.000010 loss: 2.7624 (2.7072) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [0] [ 520/1251] eta: 0:10:16 lr: 0.000010 loss: 2.6103 (2.7030) time: 0.8080 data: 0.0003 max mem: 44082
Epoch: [0] [ 530/1251] eta: 0:10:07 lr: 0.000010 loss: 2.5577 (2.6978) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [0] [ 540/1251] eta: 0:09:59 lr: 0.000010 loss: 2.7596 (2.7010) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [0] [ 550/1251] eta: 0:09:50 lr: 0.000010 loss: 2.4687 (2.6938) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [0] [ 560/1251] eta: 0:09:41 lr: 0.000010 loss: 2.4421 (2.6937) time: 0.8110 data: 0.0003 max mem: 44082
Epoch: [0] [ 570/1251] eta: 0:09:32 lr: 0.000010 loss: 2.6920 (2.6940) time: 0.8068 data: 0.0003 max mem: 44082
Epoch: [0] [ 580/1251] eta: 0:09:23 lr: 0.000010 loss: 2.5256 (2.6915) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [0] [ 590/1251] eta: 0:09:14 lr: 0.000010 loss: 2.5290 (2.6907) time: 0.8025 data: 0.0003 max mem: 44082
Epoch: [0] [ 600/1251] eta: 0:09:06 lr: 0.000010 loss: 2.7388 (2.6888) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [0] [ 610/1251] eta: 0:08:57 lr: 0.000010 loss: 2.7388 (2.6887) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [0] [ 620/1251] eta: 0:08:48 lr: 0.000010 loss: 2.8019 (2.6891) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [0] [ 630/1251] eta: 0:08:39 lr: 0.000010 loss: 2.8300 (2.6905) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [0] [ 640/1251] eta: 0:08:31 lr: 0.000010 loss: 2.8300 (2.6900) time: 0.8109 data: 0.0003 max mem: 44082
Epoch: [0] [ 650/1251] eta: 0:08:22 lr: 0.000010 loss: 2.6716 (2.6889) time: 0.8100 data: 0.0003 max mem: 44082
Epoch: [0] [ 660/1251] eta: 0:08:14 lr: 0.000010 loss: 2.6716 (2.6884) time: 0.8080 data: 0.0003 max mem: 44082
Epoch: [0] [ 670/1251] eta: 0:08:05 lr: 0.000010 loss: 2.6647 (2.6841) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [0] [ 680/1251] eta: 0:07:56 lr: 0.000010 loss: 2.2544 (2.6812) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [0] [ 690/1251] eta: 0:07:48 lr: 0.000010 loss: 2.6240 (2.6810) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [0] [ 700/1251] eta: 0:07:39 lr: 0.000010 loss: 2.5936 (2.6784) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [0] [ 710/1251] eta: 0:07:31 lr: 0.000010 loss: 2.5936 (2.6773) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [0] [ 720/1251] eta: 0:07:22 lr: 0.000010 loss: 2.7547 (2.6793) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [0] [ 730/1251] eta: 0:07:14 lr: 0.000010 loss: 2.9388 (2.6822) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [0] [ 740/1251] eta: 0:07:05 lr: 0.000010 loss: 2.8606 (2.6811) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [0] [ 750/1251] eta: 0:06:56 lr: 0.000010 loss: 2.8252 (2.6793) time: 0.7989 data: 0.0003 max mem: 44082
Epoch: [0] [ 760/1251] eta: 0:06:48 lr: 0.000010 loss: 2.8252 (2.6788) time: 0.7995 data: 0.0003 max mem: 44082
Epoch: [0] [ 770/1251] eta: 0:06:39 lr: 0.000010 loss: 2.8123 (2.6799) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [0] [ 780/1251] eta: 0:06:31 lr: 0.000010 loss: 2.7914 (2.6811) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [0] [ 790/1251] eta: 0:06:22 lr: 0.000010 loss: 2.7741 (2.6814) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [0] [ 800/1251] eta: 0:06:14 lr: 0.000010 loss: 2.6984 (2.6807) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [0] [ 810/1251] eta: 0:06:05 lr: 0.000010 loss: 2.7373 (2.6817) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [0] [ 820/1251] eta: 0:05:57 lr: 0.000010 loss: 2.7801 (2.6820) time: 0.8006 data: 0.0003 max mem: 44082
Epoch: [0] [ 830/1251] eta: 0:05:49 lr: 0.000010 loss: 2.7233 (2.6809) time: 0.7992 data: 0.0003 max mem: 44082
Epoch: [0] [ 840/1251] eta: 0:05:40 lr: 0.000010 loss: 2.5540 (2.6780) time: 0.8014 data: 0.0003 max mem: 44082
Epoch: [0] [ 850/1251] eta: 0:05:32 lr: 0.000010 loss: 2.4830 (2.6770) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [0] [ 860/1251] eta: 0:05:23 lr: 0.000010 loss: 2.7219 (2.6777) time: 0.7984 data: 0.0003 max mem: 44082
Epoch: [0] [ 870/1251] eta: 0:05:15 lr: 0.000010 loss: 2.7290 (2.6774) time: 0.8003 data: 0.0003 max mem: 44082
Epoch: [0] [ 880/1251] eta: 0:05:07 lr: 0.000010 loss: 2.6383 (2.6752) time: 0.7992 data: 0.0003 max mem: 44082
Epoch: [0] [ 890/1251] eta: 0:04:58 lr: 0.000010 loss: 2.5756 (2.6738) time: 0.7999 data: 0.0003 max mem: 44082
Epoch: [0] [ 900/1251] eta: 0:04:50 lr: 0.000010 loss: 2.7223 (2.6735) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [0] [ 910/1251] eta: 0:04:41 lr: 0.000010 loss: 2.8191 (2.6740) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [0] [ 920/1251] eta: 0:04:33 lr: 0.000010 loss: 2.7004 (2.6725) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [0] [ 930/1251] eta: 0:04:25 lr: 0.000010 loss: 2.5931 (2.6721) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [0] [ 940/1251] eta: 0:04:16 lr: 0.000010 loss: 2.6284 (2.6707) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [0] [ 950/1251] eta: 0:04:08 lr: 0.000010 loss: 2.6284 (2.6723) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [0] [ 960/1251] eta: 0:04:00 lr: 0.000010 loss: 2.7828 (2.6723) time: 0.7995 data: 0.0003 max mem: 44082
Epoch: [0] [ 970/1251] eta: 0:03:51 lr: 0.000010 loss: 2.6795 (2.6707) time: 0.7996 data: 0.0003 max mem: 44082
Epoch: [0] [ 980/1251] eta: 0:03:43 lr: 0.000010 loss: 2.7895 (2.6725) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [0] [ 990/1251] eta: 0:03:35 lr: 0.000010 loss: 2.7895 (2.6705) time: 0.7992 data: 0.0003 max mem: 44082
Epoch: [0] [1000/1251] eta: 0:03:26 lr: 0.000010 loss: 2.6050 (2.6697) time: 0.7971 data: 0.0003 max mem: 44082
Epoch: [0] [1010/1251] eta: 0:03:18 lr: 0.000010 loss: 2.7708 (2.6697) time: 0.7968 data: 0.0003 max mem: 44082
Epoch: [0] [1020/1251] eta: 0:03:10 lr: 0.000010 loss: 2.7881 (2.6706) time: 0.7999 data: 0.0003 max mem: 44082
Epoch: [0] [1030/1251] eta: 0:03:02 lr: 0.000010 loss: 2.6999 (2.6698) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [0] [1040/1251] eta: 0:02:53 lr: 0.000010 loss: 2.6380 (2.6703) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [0] [1050/1251] eta: 0:02:45 lr: 0.000010 loss: 2.8401 (2.6715) time: 0.7996 data: 0.0003 max mem: 44082
Epoch: [0] [1060/1251] eta: 0:02:37 lr: 0.000010 loss: 2.7434 (2.6712) time: 0.7983 data: 0.0003 max mem: 44082
Epoch: [0] [1070/1251] eta: 0:02:28 lr: 0.000010 loss: 2.6123 (2.6692) time: 0.7991 data: 0.0003 max mem: 44082
Epoch: [0] [1080/1251] eta: 0:02:20 lr: 0.000010 loss: 2.6476 (2.6687) time: 0.7981 data: 0.0003 max mem: 44082
Epoch: [0] [1090/1251] eta: 0:02:12 lr: 0.000010 loss: 2.7867 (2.6700) time: 0.8014 data: 0.0003 max mem: 44082
Epoch: [0] [1100/1251] eta: 0:02:04 lr: 0.000010 loss: 2.8350 (2.6704) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [0] [1110/1251] eta: 0:01:55 lr: 0.000010 loss: 2.7195 (2.6684) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [0] [1120/1251] eta: 0:01:47 lr: 0.000010 loss: 2.7165 (2.6689) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [0] [1130/1251] eta: 0:01:39 lr: 0.000010 loss: 2.7245 (2.6684) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [0] [1140/1251] eta: 0:01:31 lr: 0.000010 loss: 2.6983 (2.6692) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [0] [1150/1251] eta: 0:01:22 lr: 0.000010 loss: 2.7466 (2.6711) time: 0.7987 data: 0.0003 max mem: 44082
Epoch: [0] [1160/1251] eta: 0:01:14 lr: 0.000010 loss: 2.8556 (2.6725) time: 0.7984 data: 0.0003 max mem: 44082
Epoch: [0] [1170/1251] eta: 0:01:06 lr: 0.000010 loss: 2.7844 (2.6727) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [0] [1180/1251] eta: 0:00:58 lr: 0.000010 loss: 2.7893 (2.6729) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [0] [1190/1251] eta: 0:00:50 lr: 0.000010 loss: 2.6664 (2.6702) time: 0.7975 data: 0.0003 max mem: 44082
Epoch: [0] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.6273 (2.6698) time: 0.7981 data: 0.0003 max mem: 44082
Epoch: [0] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.6939 (2.6689) time: 0.7991 data: 0.0003 max mem: 44082
Epoch: [0] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.8082 (2.6700) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [0] [1230/1251] eta: 0:00:17 lr: 0.000010 loss: 2.7264 (2.6675) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [0] [1240/1251] eta: 0:00:09 lr: 0.000010 loss: 2.6551 (2.6671) time: 0.7900 data: 0.0009 max mem: 44082
Epoch: [0] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.6902 (2.6663) time: 0.7801 data: 0.0008 max mem: 44082
Epoch: [0] Total time: 0:17:05 (0.8199 s / it)
Averaged stats: lr: 0.000010 loss: 2.6902 (2.6613)
Test: [ 0/25] eta: 0:06:43 loss: 0.5809 (0.5809) acc1: 92.0000 (92.0000) acc5: 98.8000 (98.8000) time: 16.1296 data: 9.4386 max mem: 44082
Test: [10/25] eta: 0:00:28 loss: 0.7339 (0.7286) acc1: 87.2000 (87.4182) acc5: 98.0000 (98.0727) time: 1.8864 data: 0.8583 max mem: 44082
Test: [20/25] eta: 0:00:06 loss: 0.8710 (0.8446) acc1: 82.4000 (84.4191) acc5: 96.8000 (97.1619) time: 0.4598 data: 0.0002 max mem: 44082
Test: [24/25] eta: 0:00:01 loss: 0.9162 (0.8560) acc1: 81.6000 (83.9840) acc5: 96.8000 (97.1680) time: 0.4596 data: 0.0001 max mem: 44082
Test: Total time: 0:00:27 (1.0954 s / it)
* Acc@1 84.318 Acc@5 97.046 loss 0.847
Accuracy of the network on the 50000 test images: 84.3%
Max accuracy: 84.32%
Epoch: [1] [ 0/1251] eta: 1:56:37 lr: 0.000010 loss: 2.5283 (2.5283) time: 5.5938 data: 4.2921 max mem: 44082
Epoch: [1] [ 10/1251] eta: 0:25:35 lr: 0.000010 loss: 2.6013 (2.6245) time: 1.2375 data: 0.3905 max mem: 44082
Epoch: [1] [ 20/1251] eta: 0:21:11 lr: 0.000010 loss: 2.6013 (2.5831) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [1] [ 30/1251] eta: 0:19:33 lr: 0.000010 loss: 2.6922 (2.6280) time: 0.8094 data: 0.0003 max mem: 44082
Epoch: [1] [ 40/1251] eta: 0:18:38 lr: 0.000010 loss: 2.6670 (2.5961) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [1] [ 50/1251] eta: 0:18:01 lr: 0.000010 loss: 2.5937 (2.5801) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [1] [ 60/1251] eta: 0:17:34 lr: 0.000010 loss: 2.6350 (2.5634) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [1] [ 70/1251] eta: 0:17:12 lr: 0.000010 loss: 2.4453 (2.5467) time: 0.8082 data: 0.0003 max mem: 44082
Epoch: [1] [ 80/1251] eta: 0:16:54 lr: 0.000010 loss: 2.5587 (2.5713) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [1] [ 90/1251] eta: 0:16:38 lr: 0.000010 loss: 2.8783 (2.5972) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [1] [ 100/1251] eta: 0:16:23 lr: 0.000010 loss: 2.8905 (2.6164) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [1] [ 110/1251] eta: 0:16:10 lr: 0.000010 loss: 2.7980 (2.6240) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [1] [ 120/1251] eta: 0:15:57 lr: 0.000010 loss: 2.7345 (2.6247) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [1] [ 130/1251] eta: 0:15:45 lr: 0.000010 loss: 2.6052 (2.6182) time: 0.8068 data: 0.0003 max mem: 44082
Epoch: [1] [ 140/1251] eta: 0:15:34 lr: 0.000010 loss: 2.6529 (2.6212) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [1] [ 150/1251] eta: 0:15:22 lr: 0.000010 loss: 2.7446 (2.6147) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [1] [ 160/1251] eta: 0:15:12 lr: 0.000010 loss: 2.7175 (2.6248) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [1] [ 170/1251] eta: 0:15:01 lr: 0.000010 loss: 2.9066 (2.6444) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [1] [ 180/1251] eta: 0:14:51 lr: 0.000010 loss: 2.8900 (2.6505) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [1] [ 190/1251] eta: 0:14:41 lr: 0.000010 loss: 2.8569 (2.6576) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [1] [ 200/1251] eta: 0:14:32 lr: 0.000010 loss: 2.7838 (2.6451) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [1] [ 210/1251] eta: 0:14:23 lr: 0.000010 loss: 2.2128 (2.6323) time: 0.8089 data: 0.0003 max mem: 44082
Epoch: [1] [ 220/1251] eta: 0:14:13 lr: 0.000010 loss: 2.5378 (2.6324) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [1] [ 230/1251] eta: 0:14:04 lr: 0.000010 loss: 2.8035 (2.6389) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [1] [ 240/1251] eta: 0:13:55 lr: 0.000010 loss: 2.8035 (2.6400) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [1] [ 250/1251] eta: 0:13:45 lr: 0.000010 loss: 2.8004 (2.6436) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [1] [ 260/1251] eta: 0:13:36 lr: 0.000010 loss: 2.8004 (2.6442) time: 0.7973 data: 0.0003 max mem: 44082
Epoch: [1] [ 270/1251] eta: 0:13:27 lr: 0.000010 loss: 2.7290 (2.6484) time: 0.7977 data: 0.0003 max mem: 44082
Epoch: [1] [ 280/1251] eta: 0:13:18 lr: 0.000010 loss: 2.7423 (2.6507) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [1] [ 290/1251] eta: 0:13:09 lr: 0.000010 loss: 2.6588 (2.6428) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [1] [ 300/1251] eta: 0:13:00 lr: 0.000010 loss: 2.5498 (2.6435) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [1] [ 310/1251] eta: 0:12:51 lr: 0.000010 loss: 2.7298 (2.6414) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [1] [ 320/1251] eta: 0:12:43 lr: 0.000010 loss: 2.5892 (2.6384) time: 0.8094 data: 0.0003 max mem: 44082
Epoch: [1] [ 330/1251] eta: 0:12:34 lr: 0.000010 loss: 2.7225 (2.6394) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [1] [ 340/1251] eta: 0:12:26 lr: 0.000010 loss: 2.7264 (2.6376) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [1] [ 350/1251] eta: 0:12:17 lr: 0.000010 loss: 2.7078 (2.6370) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [1] [ 360/1251] eta: 0:12:09 lr: 0.000010 loss: 2.6480 (2.6353) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [1] [ 370/1251] eta: 0:12:00 lr: 0.000010 loss: 2.4853 (2.6276) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [1] [ 380/1251] eta: 0:11:52 lr: 0.000010 loss: 2.5008 (2.6296) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [1] [ 390/1251] eta: 0:11:44 lr: 0.000010 loss: 2.7323 (2.6306) time: 0.8099 data: 0.0003 max mem: 44082
Epoch: [1] [ 400/1251] eta: 0:11:35 lr: 0.000010 loss: 2.7323 (2.6306) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [1] [ 410/1251] eta: 0:11:27 lr: 0.000010 loss: 2.6755 (2.6321) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [1] [ 420/1251] eta: 0:11:18 lr: 0.000010 loss: 2.6171 (2.6301) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [1] [ 430/1251] eta: 0:11:10 lr: 0.000010 loss: 2.5902 (2.6291) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [1] [ 440/1251] eta: 0:11:02 lr: 0.000010 loss: 2.5950 (2.6288) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [1] [ 450/1251] eta: 0:10:53 lr: 0.000010 loss: 2.6550 (2.6284) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [1] [ 460/1251] eta: 0:10:45 lr: 0.000010 loss: 2.6921 (2.6269) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [1] [ 470/1251] eta: 0:10:36 lr: 0.000010 loss: 2.6912 (2.6221) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [1] [ 480/1251] eta: 0:10:28 lr: 0.000010 loss: 2.6719 (2.6216) time: 0.8032 data: 0.0003 max mem: 44082
Epoch: [1] [ 490/1251] eta: 0:10:20 lr: 0.000010 loss: 2.6719 (2.6237) time: 0.7997 data: 0.0003 max mem: 44082
Epoch: [1] [ 500/1251] eta: 0:10:11 lr: 0.000010 loss: 2.8098 (2.6239) time: 0.8002 data: 0.0003 max mem: 44082
Epoch: [1] [ 510/1251] eta: 0:10:03 lr: 0.000010 loss: 2.7805 (2.6255) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [1] [ 520/1251] eta: 0:09:55 lr: 0.000010 loss: 2.8190 (2.6298) time: 0.8007 data: 0.0003 max mem: 44082
Epoch: [1] [ 530/1251] eta: 0:09:46 lr: 0.000010 loss: 2.8586 (2.6328) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [1] [ 540/1251] eta: 0:09:38 lr: 0.000010 loss: 2.7489 (2.6333) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [1] [ 550/1251] eta: 0:09:30 lr: 0.000010 loss: 2.6098 (2.6320) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [1] [ 560/1251] eta: 0:09:22 lr: 0.000010 loss: 2.6098 (2.6320) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [1] [ 570/1251] eta: 0:09:13 lr: 0.000010 loss: 2.6842 (2.6322) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [1] [ 580/1251] eta: 0:09:05 lr: 0.000010 loss: 2.7210 (2.6308) time: 0.8075 data: 0.0003 max mem: 44082
Epoch: [1] [ 590/1251] eta: 0:08:57 lr: 0.000010 loss: 2.7378 (2.6283) time: 0.8043 data: 0.0003 max mem: 44082
Epoch: [1] [ 600/1251] eta: 0:08:49 lr: 0.000010 loss: 2.6415 (2.6269) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [1] [ 610/1251] eta: 0:08:41 lr: 0.000010 loss: 2.7049 (2.6273) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [1] [ 620/1251] eta: 0:08:32 lr: 0.000010 loss: 2.8062 (2.6302) time: 0.8068 data: 0.0003 max mem: 44082
Epoch: [1] [ 630/1251] eta: 0:08:24 lr: 0.000010 loss: 2.8030 (2.6286) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [1] [ 640/1251] eta: 0:08:16 lr: 0.000010 loss: 2.7414 (2.6298) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [1] [ 650/1251] eta: 0:08:08 lr: 0.000010 loss: 2.7419 (2.6286) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [1] [ 660/1251] eta: 0:07:59 lr: 0.000010 loss: 2.6778 (2.6279) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [1] [ 670/1251] eta: 0:07:51 lr: 0.000010 loss: 2.6390 (2.6286) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [1] [ 680/1251] eta: 0:07:43 lr: 0.000010 loss: 2.7673 (2.6313) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [1] [ 690/1251] eta: 0:07:35 lr: 0.000010 loss: 2.7545 (2.6288) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [1] [ 700/1251] eta: 0:07:27 lr: 0.000010 loss: 2.7149 (2.6306) time: 0.8011 data: 0.0003 max mem: 44082
Epoch: [1] [ 710/1251] eta: 0:07:18 lr: 0.000010 loss: 2.7684 (2.6313) time: 0.8011 data: 0.0003 max mem: 44082
Epoch: [1] [ 720/1251] eta: 0:07:10 lr: 0.000010 loss: 2.8983 (2.6327) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [1] [ 730/1251] eta: 0:07:02 lr: 0.000010 loss: 2.8480 (2.6326) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [1] [ 740/1251] eta: 0:06:54 lr: 0.000010 loss: 2.8032 (2.6335) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [1] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.7957 (2.6338) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [1] [ 760/1251] eta: 0:06:38 lr: 0.000010 loss: 2.7185 (2.6352) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [1] [ 770/1251] eta: 0:06:30 lr: 0.000010 loss: 2.6852 (2.6352) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [1] [ 780/1251] eta: 0:06:21 lr: 0.000010 loss: 2.5212 (2.6314) time: 0.8004 data: 0.0003 max mem: 44082
Epoch: [1] [ 790/1251] eta: 0:06:13 lr: 0.000010 loss: 2.6032 (2.6327) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [1] [ 800/1251] eta: 0:06:05 lr: 0.000010 loss: 2.7101 (2.6313) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [1] [ 810/1251] eta: 0:05:57 lr: 0.000010 loss: 2.5605 (2.6318) time: 0.8082 data: 0.0003 max mem: 44082
Epoch: [1] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.6671 (2.6298) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [1] [ 830/1251] eta: 0:05:41 lr: 0.000010 loss: 2.7463 (2.6327) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [1] [ 840/1251] eta: 0:05:33 lr: 0.000010 loss: 2.8248 (2.6336) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [1] [ 850/1251] eta: 0:05:24 lr: 0.000010 loss: 2.7094 (2.6327) time: 0.7992 data: 0.0003 max mem: 44082
Epoch: [1] [ 860/1251] eta: 0:05:16 lr: 0.000010 loss: 2.6190 (2.6312) time: 0.7978 data: 0.0003 max mem: 44082
Epoch: [1] [ 870/1251] eta: 0:05:08 lr: 0.000010 loss: 2.6310 (2.6316) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [1] [ 880/1251] eta: 0:05:00 lr: 0.000010 loss: 2.7310 (2.6308) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [1] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.7050 (2.6306) time: 0.8025 data: 0.0003 max mem: 44082
Epoch: [1] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.6882 (2.6303) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [1] [ 910/1251] eta: 0:04:36 lr: 0.000010 loss: 2.6882 (2.6296) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [1] [ 920/1251] eta: 0:04:27 lr: 0.000010 loss: 2.6493 (2.6289) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [1] [ 930/1251] eta: 0:04:19 lr: 0.000010 loss: 2.6319 (2.6285) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [1] [ 940/1251] eta: 0:04:11 lr: 0.000010 loss: 2.6274 (2.6280) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [1] [ 950/1251] eta: 0:04:03 lr: 0.000010 loss: 2.5890 (2.6275) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [1] [ 960/1251] eta: 0:03:55 lr: 0.000010 loss: 2.5651 (2.6259) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [1] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.7813 (2.6289) time: 0.7987 data: 0.0003 max mem: 44082
Epoch: [1] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.8527 (2.6291) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [1] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.7642 (2.6304) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [1] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.7642 (2.6292) time: 0.7992 data: 0.0003 max mem: 44082
Epoch: [1] [1010/1251] eta: 0:03:14 lr: 0.000010 loss: 2.5564 (2.6275) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [1] [1020/1251] eta: 0:03:06 lr: 0.000010 loss: 2.5639 (2.6275) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [1] [1030/1251] eta: 0:02:58 lr: 0.000010 loss: 2.7100 (2.6282) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [1] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.7700 (2.6295) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [1] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6872 (2.6283) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [1] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.5537 (2.6276) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [1] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.6304 (2.6265) time: 0.8032 data: 0.0003 max mem: 44082
Epoch: [1] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.7212 (2.6267) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [1] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.7212 (2.6269) time: 0.7983 data: 0.0003 max mem: 44082
Epoch: [1] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.7095 (2.6277) time: 0.8014 data: 0.0003 max mem: 44082
Epoch: [1] [1110/1251] eta: 0:01:53 lr: 0.000010 loss: 2.8376 (2.6285) time: 0.8043 data: 0.0003 max mem: 44082
Epoch: [1] [1120/1251] eta: 0:01:45 lr: 0.000010 loss: 2.8167 (2.6291) time: 0.7998 data: 0.0003 max mem: 44082
Epoch: [1] [1130/1251] eta: 0:01:37 lr: 0.000010 loss: 2.8167 (2.6305) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [1] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.7737 (2.6298) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [1] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.6942 (2.6298) time: 0.8025 data: 0.0003 max mem: 44082
Epoch: [1] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.7272 (2.6303) time: 0.8021 data: 0.0003 max mem: 44082
Epoch: [1] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.7731 (2.6312) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [1] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.8079 (2.6314) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [1] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.5333 (2.6301) time: 0.8043 data: 0.0003 max mem: 44082
Epoch: [1] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.5333 (2.6303) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [1] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.6051 (2.6293) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [1] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.6051 (2.6305) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [1] [1230/1251] eta: 0:00:16 lr: 0.000010 loss: 2.8321 (2.6320) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [1] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.7880 (2.6320) time: 0.7958 data: 0.0009 max mem: 44082
Epoch: [1] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.7880 (2.6332) time: 0.7833 data: 0.0008 max mem: 44082
Epoch: [1] Total time: 0:16:50 (0.8081 s / it)
Averaged stats: lr: 0.000010 loss: 2.7880 (2.6243)
Test: [ 0/25] eta: 0:02:49 loss: 0.6533 (0.6533) acc1: 91.6000 (91.6000) acc5: 98.8000 (98.8000) time: 6.7885 data: 6.2433 max mem: 44082
Test: [10/25] eta: 0:00:17 loss: 0.8065 (0.8012) acc1: 87.2000 (87.1273) acc5: 98.0000 (98.0364) time: 1.1593 data: 0.6917 max mem: 44082
Test: [20/25] eta: 0:00:04 loss: 0.9381 (0.9102) acc1: 82.4000 (84.2095) acc5: 97.2000 (97.0667) time: 0.5296 data: 0.0683 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.9730 (0.9209) acc1: 82.0000 (83.7600) acc5: 97.2000 (97.1200) time: 0.4607 data: 0.0002 max mem: 44082
Test: Total time: 0:00:19 (0.7776 s / it)
* Acc@1 84.310 Acc@5 97.064 loss 0.912
Accuracy of the network on the 50000 test images: 84.3%
Max accuracy: 84.32%
Epoch: [2] [ 0/1251] eta: 1:47:01 lr: 0.000010 loss: 2.9553 (2.9553) time: 5.1334 data: 2.7928 max mem: 44082
Epoch: [2] [ 10/1251] eta: 0:25:04 lr: 0.000010 loss: 2.8270 (2.6765) time: 1.2121 data: 0.2542 max mem: 44082
Epoch: [2] [ 20/1251] eta: 0:20:56 lr: 0.000010 loss: 2.8148 (2.7320) time: 0.8155 data: 0.0003 max mem: 44082
Epoch: [2] [ 30/1251] eta: 0:19:23 lr: 0.000010 loss: 2.8280 (2.7569) time: 0.8106 data: 0.0003 max mem: 44082
Epoch: [2] [ 40/1251] eta: 0:18:30 lr: 0.000010 loss: 2.8314 (2.7399) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [2] [ 50/1251] eta: 0:17:55 lr: 0.000010 loss: 2.6705 (2.6942) time: 0.8069 data: 0.0003 max mem: 44082
Epoch: [2] [ 60/1251] eta: 0:17:27 lr: 0.000010 loss: 2.6423 (2.6925) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [2] [ 70/1251] eta: 0:17:07 lr: 0.000010 loss: 2.7658 (2.6724) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [2] [ 80/1251] eta: 0:16:49 lr: 0.000010 loss: 2.4242 (2.6566) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [2] [ 90/1251] eta: 0:16:34 lr: 0.000010 loss: 2.3863 (2.6260) time: 0.8093 data: 0.0003 max mem: 44082
Epoch: [2] [ 100/1251] eta: 0:16:19 lr: 0.000010 loss: 2.5859 (2.6263) time: 0.8065 data: 0.0003 max mem: 44082
Epoch: [2] [ 110/1251] eta: 0:16:06 lr: 0.000010 loss: 2.7642 (2.6231) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [2] [ 120/1251] eta: 0:15:54 lr: 0.000010 loss: 2.7265 (2.6255) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [2] [ 130/1251] eta: 0:15:42 lr: 0.000010 loss: 2.7200 (2.6221) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [2] [ 140/1251] eta: 0:15:31 lr: 0.000010 loss: 2.6949 (2.6272) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [2] [ 150/1251] eta: 0:15:20 lr: 0.000010 loss: 2.8370 (2.6347) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [2] [ 160/1251] eta: 0:15:10 lr: 0.000010 loss: 2.7854 (2.6374) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [2] [ 170/1251] eta: 0:15:00 lr: 0.000010 loss: 2.7200 (2.6402) time: 0.8098 data: 0.0003 max mem: 44082
Epoch: [2] [ 180/1251] eta: 0:14:50 lr: 0.000010 loss: 2.6837 (2.6422) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [2] [ 190/1251] eta: 0:14:40 lr: 0.000010 loss: 2.6608 (2.6360) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [2] [ 200/1251] eta: 0:14:30 lr: 0.000010 loss: 2.6936 (2.6360) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [2] [ 210/1251] eta: 0:14:21 lr: 0.000010 loss: 2.8306 (2.6437) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [2] [ 220/1251] eta: 0:14:12 lr: 0.000010 loss: 2.6961 (2.6384) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [2] [ 230/1251] eta: 0:14:03 lr: 0.000010 loss: 2.6636 (2.6370) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [2] [ 240/1251] eta: 0:13:54 lr: 0.000010 loss: 2.7119 (2.6392) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [2] [ 250/1251] eta: 0:13:45 lr: 0.000010 loss: 2.7497 (2.6418) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [2] [ 260/1251] eta: 0:13:36 lr: 0.000010 loss: 2.7497 (2.6444) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [2] [ 270/1251] eta: 0:13:27 lr: 0.000010 loss: 2.7394 (2.6460) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [2] [ 280/1251] eta: 0:13:18 lr: 0.000010 loss: 2.8252 (2.6490) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [2] [ 290/1251] eta: 0:13:09 lr: 0.000010 loss: 2.8252 (2.6508) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [2] [ 300/1251] eta: 0:13:01 lr: 0.000010 loss: 2.7209 (2.6452) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [2] [ 310/1251] eta: 0:12:52 lr: 0.000010 loss: 2.7635 (2.6488) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [2] [ 320/1251] eta: 0:12:43 lr: 0.000010 loss: 2.7937 (2.6484) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [2] [ 330/1251] eta: 0:12:34 lr: 0.000010 loss: 2.5979 (2.6423) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [2] [ 340/1251] eta: 0:12:26 lr: 0.000010 loss: 2.3942 (2.6372) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [2] [ 350/1251] eta: 0:12:17 lr: 0.000010 loss: 2.5792 (2.6373) time: 0.8047 data: 0.0018 max mem: 44082
Epoch: [2] [ 360/1251] eta: 0:12:09 lr: 0.000010 loss: 2.7738 (2.6395) time: 0.8022 data: 0.0018 max mem: 44082
Epoch: [2] [ 370/1251] eta: 0:12:00 lr: 0.000010 loss: 2.7993 (2.6401) time: 0.7999 data: 0.0003 max mem: 44082
Epoch: [2] [ 380/1251] eta: 0:11:51 lr: 0.000010 loss: 2.7257 (2.6382) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [2] [ 390/1251] eta: 0:11:43 lr: 0.000010 loss: 2.6403 (2.6346) time: 0.8007 data: 0.0003 max mem: 44082
Epoch: [2] [ 400/1251] eta: 0:11:35 lr: 0.000010 loss: 2.7606 (2.6386) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [2] [ 410/1251] eta: 0:11:26 lr: 0.000010 loss: 2.7761 (2.6371) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [2] [ 420/1251] eta: 0:11:18 lr: 0.000010 loss: 2.6705 (2.6359) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [2] [ 430/1251] eta: 0:11:09 lr: 0.000010 loss: 2.6705 (2.6364) time: 0.8018 data: 0.0003 max mem: 44082
Epoch: [2] [ 440/1251] eta: 0:11:01 lr: 0.000010 loss: 2.7290 (2.6378) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [2] [ 450/1251] eta: 0:10:53 lr: 0.000010 loss: 2.7546 (2.6395) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [2] [ 460/1251] eta: 0:10:44 lr: 0.000010 loss: 2.6981 (2.6380) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [2] [ 470/1251] eta: 0:10:36 lr: 0.000010 loss: 2.6972 (2.6363) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [2] [ 480/1251] eta: 0:10:28 lr: 0.000010 loss: 2.6158 (2.6311) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [2] [ 490/1251] eta: 0:10:19 lr: 0.000010 loss: 2.6407 (2.6315) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [2] [ 500/1251] eta: 0:10:11 lr: 0.000010 loss: 2.6607 (2.6263) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [2] [ 510/1251] eta: 0:10:03 lr: 0.000010 loss: 2.4752 (2.6238) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [2] [ 520/1251] eta: 0:09:54 lr: 0.000010 loss: 2.5194 (2.6219) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [2] [ 530/1251] eta: 0:09:46 lr: 0.000010 loss: 2.6272 (2.6222) time: 0.8043 data: 0.0017 max mem: 44082
Epoch: [2] [ 540/1251] eta: 0:09:38 lr: 0.000010 loss: 2.5922 (2.6192) time: 0.8037 data: 0.0017 max mem: 44082
Epoch: [2] [ 550/1251] eta: 0:09:30 lr: 0.000010 loss: 2.6638 (2.6205) time: 0.8108 data: 0.0003 max mem: 44082
Epoch: [2] [ 560/1251] eta: 0:09:21 lr: 0.000010 loss: 2.6811 (2.6200) time: 0.8075 data: 0.0003 max mem: 44082
Epoch: [2] [ 570/1251] eta: 0:09:13 lr: 0.000010 loss: 2.6518 (2.6207) time: 0.8006 data: 0.0003 max mem: 44082
Epoch: [2] [ 580/1251] eta: 0:09:05 lr: 0.000010 loss: 2.6156 (2.6199) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [2] [ 590/1251] eta: 0:08:57 lr: 0.000010 loss: 2.5757 (2.6191) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [2] [ 600/1251] eta: 0:08:49 lr: 0.000010 loss: 2.6019 (2.6190) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [2] [ 610/1251] eta: 0:08:40 lr: 0.000010 loss: 2.6750 (2.6171) time: 0.8089 data: 0.0003 max mem: 44082
Epoch: [2] [ 620/1251] eta: 0:08:32 lr: 0.000010 loss: 2.6330 (2.6146) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [2] [ 630/1251] eta: 0:08:24 lr: 0.000010 loss: 2.6330 (2.6152) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [2] [ 640/1251] eta: 0:08:16 lr: 0.000010 loss: 2.7172 (2.6144) time: 0.8011 data: 0.0003 max mem: 44082
Epoch: [2] [ 650/1251] eta: 0:08:08 lr: 0.000010 loss: 2.5400 (2.6121) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [2] [ 660/1251] eta: 0:07:59 lr: 0.000010 loss: 2.6101 (2.6117) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [2] [ 670/1251] eta: 0:07:51 lr: 0.000010 loss: 2.6101 (2.6105) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [2] [ 680/1251] eta: 0:07:43 lr: 0.000010 loss: 2.5829 (2.6112) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [2] [ 690/1251] eta: 0:07:35 lr: 0.000010 loss: 2.7766 (2.6089) time: 0.8008 data: 0.0003 max mem: 44082
Epoch: [2] [ 700/1251] eta: 0:07:27 lr: 0.000010 loss: 2.8253 (2.6113) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [2] [ 710/1251] eta: 0:07:19 lr: 0.000010 loss: 2.8253 (2.6131) time: 0.8082 data: 0.0003 max mem: 44082
Epoch: [2] [ 720/1251] eta: 0:07:10 lr: 0.000010 loss: 2.5706 (2.6129) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [2] [ 730/1251] eta: 0:07:02 lr: 0.000010 loss: 2.6025 (2.6133) time: 0.8003 data: 0.0003 max mem: 44082
Epoch: [2] [ 740/1251] eta: 0:06:54 lr: 0.000010 loss: 2.7037 (2.6107) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [2] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.6958 (2.6118) time: 0.8074 data: 0.0003 max mem: 44082
Epoch: [2] [ 760/1251] eta: 0:06:38 lr: 0.000010 loss: 2.5933 (2.6099) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [2] [ 770/1251] eta: 0:06:30 lr: 0.000010 loss: 2.5933 (2.6102) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [2] [ 780/1251] eta: 0:06:21 lr: 0.000010 loss: 2.7026 (2.6090) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [2] [ 790/1251] eta: 0:06:13 lr: 0.000010 loss: 2.7026 (2.6082) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [2] [ 800/1251] eta: 0:06:05 lr: 0.000010 loss: 2.6412 (2.6081) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [2] [ 810/1251] eta: 0:05:57 lr: 0.000010 loss: 2.5309 (2.6085) time: 0.8090 data: 0.0003 max mem: 44082
Epoch: [2] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.6572 (2.6099) time: 0.8084 data: 0.0003 max mem: 44082
Epoch: [2] [ 830/1251] eta: 0:05:41 lr: 0.000010 loss: 2.7526 (2.6109) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [2] [ 840/1251] eta: 0:05:33 lr: 0.000010 loss: 2.7526 (2.6110) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [2] [ 850/1251] eta: 0:05:24 lr: 0.000010 loss: 2.7676 (2.6124) time: 0.7995 data: 0.0003 max mem: 44082
Epoch: [2] [ 860/1251] eta: 0:05:16 lr: 0.000010 loss: 2.5514 (2.6097) time: 0.8007 data: 0.0003 max mem: 44082
Epoch: [2] [ 870/1251] eta: 0:05:08 lr: 0.000010 loss: 2.5456 (2.6110) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [2] [ 880/1251] eta: 0:05:00 lr: 0.000010 loss: 2.9131 (2.6128) time: 0.8032 data: 0.0003 max mem: 44082
Epoch: [2] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.7964 (2.6116) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [2] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.4345 (2.6089) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [2] [ 910/1251] eta: 0:04:36 lr: 0.000010 loss: 2.4838 (2.6081) time: 0.7974 data: 0.0003 max mem: 44082
Epoch: [2] [ 920/1251] eta: 0:04:27 lr: 0.000010 loss: 2.6842 (2.6083) time: 0.8000 data: 0.0003 max mem: 44082
Epoch: [2] [ 930/1251] eta: 0:04:19 lr: 0.000010 loss: 2.5063 (2.6058) time: 0.8075 data: 0.0003 max mem: 44082
Epoch: [2] [ 940/1251] eta: 0:04:11 lr: 0.000010 loss: 2.6818 (2.6067) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [2] [ 950/1251] eta: 0:04:03 lr: 0.000010 loss: 2.6960 (2.6075) time: 0.7987 data: 0.0003 max mem: 44082
Epoch: [2] [ 960/1251] eta: 0:03:55 lr: 0.000010 loss: 2.7521 (2.6075) time: 0.8000 data: 0.0003 max mem: 44082
Epoch: [2] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.6694 (2.6059) time: 0.8000 data: 0.0003 max mem: 44082
Epoch: [2] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.6694 (2.6046) time: 0.7977 data: 0.0003 max mem: 44082
Epoch: [2] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.7223 (2.6050) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [2] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.7335 (2.6056) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [2] [1010/1251] eta: 0:03:14 lr: 0.000010 loss: 2.6235 (2.6041) time: 0.7984 data: 0.0003 max mem: 44082
Epoch: [2] [1020/1251] eta: 0:03:06 lr: 0.000010 loss: 2.6562 (2.6050) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [2] [1030/1251] eta: 0:02:58 lr: 0.000010 loss: 2.8419 (2.6066) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [2] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.7790 (2.6069) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [2] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6243 (2.6066) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [2] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.6243 (2.6072) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [2] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.7418 (2.6076) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [2] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.5756 (2.6073) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [2] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.7285 (2.6089) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [2] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.7178 (2.6080) time: 0.8018 data: 0.0003 max mem: 44082
Epoch: [2] [1110/1251] eta: 0:01:53 lr: 0.000010 loss: 2.7428 (2.6096) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [2] [1120/1251] eta: 0:01:45 lr: 0.000010 loss: 2.7992 (2.6101) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [2] [1130/1251] eta: 0:01:37 lr: 0.000010 loss: 2.6651 (2.6099) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [2] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.7136 (2.6108) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [2] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.8769 (2.6128) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [2] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.7959 (2.6124) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [2] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.7209 (2.6124) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [2] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.7209 (2.6129) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [2] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.7247 (2.6137) time: 0.8006 data: 0.0003 max mem: 44082
Epoch: [2] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.8098 (2.6151) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [2] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.8278 (2.6158) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [2] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.8278 (2.6161) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [2] [1230/1251] eta: 0:00:16 lr: 0.000010 loss: 2.7750 (2.6168) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [2] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.7048 (2.6163) time: 0.7944 data: 0.0009 max mem: 44082
Epoch: [2] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.7121 (2.6157) time: 0.7822 data: 0.0008 max mem: 44082
Epoch: [2] Total time: 0:16:50 (0.8081 s / it)
Averaged stats: lr: 0.000010 loss: 2.7121 (2.6101)
Test: [ 0/25] eta: 0:02:46 loss: 0.5589 (0.5589) acc1: 92.0000 (92.0000) acc5: 98.8000 (98.8000) time: 6.6680 data: 6.2109 max mem: 44082
Test: [10/25] eta: 0:00:15 loss: 0.7045 (0.7092) acc1: 87.6000 (87.5636) acc5: 98.0000 (98.0000) time: 1.0307 data: 0.5650 max mem: 44082
Test: [20/25] eta: 0:00:03 loss: 0.8569 (0.8224) acc1: 82.4000 (84.5143) acc5: 96.8000 (97.0095) time: 0.4628 data: 0.0003 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.9064 (0.8337) acc1: 82.0000 (84.1120) acc5: 96.8000 (96.9920) time: 0.4612 data: 0.0002 max mem: 44082
Test: Total time: 0:00:18 (0.7270 s / it)
* Acc@1 84.386 Acc@5 96.994 loss 0.826
Accuracy of the network on the 50000 test images: 84.4%
Max accuracy: 84.39%
Epoch: [3] [ 0/1251] eta: 1:34:32 lr: 0.000010 loss: 1.9957 (1.9957) time: 4.5344 data: 3.6701 max mem: 44082
Epoch: [3] [ 10/1251] eta: 0:23:47 lr: 0.000010 loss: 2.5858 (2.5492) time: 1.1499 data: 0.3339 max mem: 44082
Epoch: [3] [ 20/1251] eta: 0:20:14 lr: 0.000010 loss: 2.7517 (2.6262) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [3] [ 30/1251] eta: 0:18:55 lr: 0.000010 loss: 2.7446 (2.5884) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [3] [ 40/1251] eta: 0:18:09 lr: 0.000010 loss: 2.4923 (2.6017) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [3] [ 50/1251] eta: 0:17:39 lr: 0.000010 loss: 2.4923 (2.5463) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [3] [ 60/1251] eta: 0:17:16 lr: 0.000010 loss: 2.5144 (2.5432) time: 0.8097 data: 0.0003 max mem: 44082
Epoch: [3] [ 70/1251] eta: 0:16:57 lr: 0.000010 loss: 2.5144 (2.5432) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [3] [ 80/1251] eta: 0:16:41 lr: 0.000010 loss: 2.5200 (2.5517) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [3] [ 90/1251] eta: 0:16:26 lr: 0.000010 loss: 2.5251 (2.5466) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [3] [ 100/1251] eta: 0:16:13 lr: 0.000010 loss: 2.5251 (2.5404) time: 0.8065 data: 0.0003 max mem: 44082
Epoch: [3] [ 110/1251] eta: 0:16:00 lr: 0.000010 loss: 2.5905 (2.5441) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 120/1251] eta: 0:15:48 lr: 0.000010 loss: 2.6497 (2.5429) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [3] [ 130/1251] eta: 0:15:37 lr: 0.000010 loss: 2.6591 (2.5495) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [3] [ 140/1251] eta: 0:15:26 lr: 0.000010 loss: 2.6839 (2.5521) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [3] [ 150/1251] eta: 0:15:16 lr: 0.000010 loss: 2.6564 (2.5476) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [3] [ 160/1251] eta: 0:15:06 lr: 0.000010 loss: 2.7895 (2.5636) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [3] [ 170/1251] eta: 0:14:56 lr: 0.000010 loss: 2.7858 (2.5699) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [3] [ 180/1251] eta: 0:14:46 lr: 0.000010 loss: 2.7395 (2.5734) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [3] [ 190/1251] eta: 0:14:37 lr: 0.000010 loss: 2.6567 (2.5745) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 200/1251] eta: 0:14:27 lr: 0.000010 loss: 2.6567 (2.5813) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [3] [ 210/1251] eta: 0:14:18 lr: 0.000010 loss: 2.5686 (2.5716) time: 0.8004 data: 0.0003 max mem: 44082
Epoch: [3] [ 220/1251] eta: 0:14:09 lr: 0.000010 loss: 2.4677 (2.5703) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [3] [ 230/1251] eta: 0:14:00 lr: 0.000010 loss: 2.6250 (2.5676) time: 0.8080 data: 0.0003 max mem: 44082
Epoch: [3] [ 240/1251] eta: 0:13:51 lr: 0.000010 loss: 2.5824 (2.5644) time: 0.8092 data: 0.0003 max mem: 44082
Epoch: [3] [ 250/1251] eta: 0:13:42 lr: 0.000010 loss: 2.5712 (2.5615) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [3] [ 260/1251] eta: 0:13:33 lr: 0.000010 loss: 2.6825 (2.5679) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [3] [ 270/1251] eta: 0:13:24 lr: 0.000010 loss: 2.7173 (2.5704) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [3] [ 280/1251] eta: 0:13:15 lr: 0.000010 loss: 2.7040 (2.5710) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [3] [ 290/1251] eta: 0:13:07 lr: 0.000010 loss: 2.3590 (2.5622) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [3] [ 300/1251] eta: 0:12:59 lr: 0.000010 loss: 2.3830 (2.5637) time: 0.8107 data: 0.0003 max mem: 44082
Epoch: [3] [ 310/1251] eta: 0:12:50 lr: 0.000010 loss: 2.5668 (2.5602) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [3] [ 320/1251] eta: 0:12:41 lr: 0.000010 loss: 2.6839 (2.5658) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [3] [ 330/1251] eta: 0:12:33 lr: 0.000010 loss: 2.7857 (2.5736) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [3] [ 340/1251] eta: 0:12:24 lr: 0.000010 loss: 2.7601 (2.5730) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [3] [ 350/1251] eta: 0:12:16 lr: 0.000010 loss: 2.5565 (2.5755) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 360/1251] eta: 0:12:07 lr: 0.000010 loss: 2.7690 (2.5801) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [3] [ 370/1251] eta: 0:11:59 lr: 0.000010 loss: 2.7595 (2.5820) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [3] [ 380/1251] eta: 0:11:50 lr: 0.000010 loss: 2.7083 (2.5815) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [3] [ 390/1251] eta: 0:11:42 lr: 0.000010 loss: 2.8084 (2.5882) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [3] [ 400/1251] eta: 0:11:34 lr: 0.000010 loss: 2.7439 (2.5861) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [3] [ 410/1251] eta: 0:11:25 lr: 0.000010 loss: 2.7405 (2.5896) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [3] [ 420/1251] eta: 0:11:17 lr: 0.000010 loss: 2.6931 (2.5898) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 430/1251] eta: 0:11:08 lr: 0.000010 loss: 2.6921 (2.5921) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [3] [ 440/1251] eta: 0:11:00 lr: 0.000010 loss: 2.5918 (2.5903) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [3] [ 450/1251] eta: 0:10:52 lr: 0.000010 loss: 2.5815 (2.5892) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [3] [ 460/1251] eta: 0:10:44 lr: 0.000010 loss: 2.7085 (2.5913) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [3] [ 470/1251] eta: 0:10:35 lr: 0.000010 loss: 2.6982 (2.5887) time: 0.8021 data: 0.0003 max mem: 44082
Epoch: [3] [ 480/1251] eta: 0:10:27 lr: 0.000010 loss: 2.7153 (2.5909) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [3] [ 490/1251] eta: 0:10:19 lr: 0.000010 loss: 2.7565 (2.5898) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [3] [ 500/1251] eta: 0:10:10 lr: 0.000010 loss: 2.7670 (2.5922) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [3] [ 510/1251] eta: 0:10:02 lr: 0.000010 loss: 2.6946 (2.5903) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [3] [ 520/1251] eta: 0:09:54 lr: 0.000010 loss: 2.3273 (2.5859) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 530/1251] eta: 0:09:46 lr: 0.000010 loss: 2.5738 (2.5872) time: 0.8068 data: 0.0003 max mem: 44082
Epoch: [3] [ 540/1251] eta: 0:09:37 lr: 0.000010 loss: 2.6832 (2.5865) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [3] [ 550/1251] eta: 0:09:29 lr: 0.000010 loss: 2.6575 (2.5844) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [3] [ 560/1251] eta: 0:09:21 lr: 0.000010 loss: 2.6829 (2.5842) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [3] [ 570/1251] eta: 0:09:13 lr: 0.000010 loss: 2.6658 (2.5834) time: 0.8096 data: 0.0003 max mem: 44082
Epoch: [3] [ 580/1251] eta: 0:09:05 lr: 0.000010 loss: 2.6658 (2.5849) time: 0.8102 data: 0.0003 max mem: 44082
Epoch: [3] [ 590/1251] eta: 0:08:56 lr: 0.000010 loss: 2.7054 (2.5836) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [3] [ 600/1251] eta: 0:08:48 lr: 0.000010 loss: 2.8310 (2.5861) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [3] [ 610/1251] eta: 0:08:40 lr: 0.000010 loss: 2.8310 (2.5837) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [3] [ 620/1251] eta: 0:08:32 lr: 0.000010 loss: 2.5212 (2.5830) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [3] [ 630/1251] eta: 0:08:24 lr: 0.000010 loss: 2.6888 (2.5848) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [3] [ 640/1251] eta: 0:08:15 lr: 0.000010 loss: 2.7664 (2.5863) time: 0.7998 data: 0.0003 max mem: 44082
Epoch: [3] [ 650/1251] eta: 0:08:07 lr: 0.000010 loss: 2.7641 (2.5861) time: 0.7999 data: 0.0003 max mem: 44082
Epoch: [3] [ 660/1251] eta: 0:07:59 lr: 0.000010 loss: 2.6998 (2.5874) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [ 670/1251] eta: 0:07:51 lr: 0.000010 loss: 2.6354 (2.5867) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [3] [ 680/1251] eta: 0:07:43 lr: 0.000010 loss: 2.6335 (2.5857) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [3] [ 690/1251] eta: 0:07:34 lr: 0.000010 loss: 2.5305 (2.5838) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [3] [ 700/1251] eta: 0:07:26 lr: 0.000010 loss: 2.6339 (2.5855) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [3] [ 710/1251] eta: 0:07:18 lr: 0.000010 loss: 2.5711 (2.5822) time: 0.8083 data: 0.0018 max mem: 44082
Epoch: [3] [ 720/1251] eta: 0:07:10 lr: 0.000010 loss: 2.3282 (2.5802) time: 0.8036 data: 0.0018 max mem: 44082
Epoch: [3] [ 730/1251] eta: 0:07:02 lr: 0.000010 loss: 2.4716 (2.5799) time: 0.8005 data: 0.0003 max mem: 44082
Epoch: [3] [ 740/1251] eta: 0:06:54 lr: 0.000010 loss: 2.6966 (2.5795) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [3] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.7026 (2.5792) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [3] [ 760/1251] eta: 0:06:37 lr: 0.000010 loss: 2.6181 (2.5797) time: 0.8082 data: 0.0003 max mem: 44082
Epoch: [3] [ 770/1251] eta: 0:06:29 lr: 0.000010 loss: 2.7387 (2.5813) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [3] [ 780/1251] eta: 0:06:21 lr: 0.000010 loss: 2.7563 (2.5829) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [3] [ 790/1251] eta: 0:06:13 lr: 0.000010 loss: 2.6702 (2.5833) time: 0.7991 data: 0.0003 max mem: 44082
Epoch: [3] [ 800/1251] eta: 0:06:05 lr: 0.000010 loss: 2.6079 (2.5825) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [3] [ 810/1251] eta: 0:05:57 lr: 0.000010 loss: 2.6926 (2.5838) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [3] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.6551 (2.5833) time: 0.8003 data: 0.0003 max mem: 44082
Epoch: [3] [ 830/1251] eta: 0:05:40 lr: 0.000010 loss: 2.6061 (2.5835) time: 0.8007 data: 0.0003 max mem: 44082
Epoch: [3] [ 840/1251] eta: 0:05:32 lr: 0.000010 loss: 2.7465 (2.5849) time: 0.7998 data: 0.0003 max mem: 44082
Epoch: [3] [ 850/1251] eta: 0:05:24 lr: 0.000010 loss: 2.7164 (2.5858) time: 0.8009 data: 0.0004 max mem: 44082
Epoch: [3] [ 860/1251] eta: 0:05:16 lr: 0.000010 loss: 2.7854 (2.5877) time: 0.8050 data: 0.0004 max mem: 44082
Epoch: [3] [ 870/1251] eta: 0:05:08 lr: 0.000010 loss: 2.8699 (2.5891) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [3] [ 880/1251] eta: 0:05:00 lr: 0.000010 loss: 2.6921 (2.5874) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [3] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.5798 (2.5869) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [3] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.6271 (2.5864) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [3] [ 910/1251] eta: 0:04:35 lr: 0.000010 loss: 2.6930 (2.5878) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [3] [ 920/1251] eta: 0:04:27 lr: 0.000010 loss: 2.6969 (2.5883) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [3] [ 930/1251] eta: 0:04:19 lr: 0.000010 loss: 2.7864 (2.5911) time: 0.7997 data: 0.0003 max mem: 44082
Epoch: [3] [ 940/1251] eta: 0:04:11 lr: 0.000010 loss: 2.7907 (2.5920) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [3] [ 950/1251] eta: 0:04:03 lr: 0.000010 loss: 2.6708 (2.5903) time: 0.8095 data: 0.0003 max mem: 44082
Epoch: [3] [ 960/1251] eta: 0:03:55 lr: 0.000010 loss: 2.6708 (2.5923) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [3] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.7470 (2.5936) time: 0.7997 data: 0.0003 max mem: 44082
Epoch: [3] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.7470 (2.5950) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [3] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.8434 (2.5954) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [3] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.6624 (2.5956) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [3] [1010/1251] eta: 0:03:14 lr: 0.000010 loss: 2.6064 (2.5949) time: 0.8084 data: 0.0003 max mem: 44082
Epoch: [3] [1020/1251] eta: 0:03:06 lr: 0.000010 loss: 2.6643 (2.5961) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [3] [1030/1251] eta: 0:02:58 lr: 0.000010 loss: 2.7499 (2.5945) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [3] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.4981 (2.5941) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [3] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6673 (2.5954) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [3] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.6673 (2.5934) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [3] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.3052 (2.5897) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [3] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.4412 (2.5888) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [3] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.6599 (2.5897) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [3] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.7260 (2.5919) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [3] [1110/1251] eta: 0:01:54 lr: 0.000010 loss: 2.8525 (2.5928) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [3] [1120/1251] eta: 0:01:45 lr: 0.000010 loss: 2.6367 (2.5924) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [3] [1130/1251] eta: 0:01:37 lr: 0.000010 loss: 2.6367 (2.5915) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [3] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.7002 (2.5918) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [3] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.7824 (2.5927) time: 0.8001 data: 0.0003 max mem: 44082
Epoch: [3] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.6988 (2.5921) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [3] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.5446 (2.5901) time: 0.8021 data: 0.0003 max mem: 44082
Epoch: [3] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.7761 (2.5923) time: 0.8021 data: 0.0003 max mem: 44082
Epoch: [3] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.8295 (2.5940) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [3] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.7963 (2.5945) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [3] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.6018 (2.5937) time: 0.8082 data: 0.0003 max mem: 44082
Epoch: [3] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.6018 (2.5938) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [3] [1230/1251] eta: 0:00:16 lr: 0.000010 loss: 2.6686 (2.5940) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [3] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.6658 (2.5945) time: 0.7953 data: 0.0009 max mem: 44082
Epoch: [3] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.7320 (2.5957) time: 0.7822 data: 0.0008 max mem: 44082
Epoch: [3] Total time: 0:16:51 (0.8083 s / it)
Averaged stats: lr: 0.000010 loss: 2.7320 (2.6109)
Test: [ 0/25] eta: 0:02:39 loss: 0.6207 (0.6207) acc1: 92.4000 (92.4000) acc5: 98.8000 (98.8000) time: 6.3740 data: 5.9172 max mem: 44082
Test: [10/25] eta: 0:00:16 loss: 0.7667 (0.7690) acc1: 86.8000 (87.3091) acc5: 98.0000 (98.1818) time: 1.0900 data: 0.6036 max mem: 44082
Test: [20/25] eta: 0:00:03 loss: 0.9126 (0.8825) acc1: 82.8000 (84.4381) acc5: 97.2000 (97.1238) time: 0.5095 data: 0.0362 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.9660 (0.8940) acc1: 82.0000 (83.9360) acc5: 96.8000 (97.1200) time: 0.4662 data: 0.0002 max mem: 44082
Test: Total time: 0:00:18 (0.7451 s / it)
* Acc@1 84.336 Acc@5 97.034 loss 0.885
Accuracy of the network on the 50000 test images: 84.3%
Max accuracy: 84.39%
Epoch: [4] [ 0/1251] eta: 1:46:58 lr: 0.000010 loss: 2.7806 (2.7806) time: 5.1306 data: 4.2796 max mem: 44082
Epoch: [4] [ 10/1251] eta: 0:24:56 lr: 0.000010 loss: 2.6509 (2.7262) time: 1.2056 data: 0.3893 max mem: 44082
Epoch: [4] [ 20/1251] eta: 0:20:53 lr: 0.000010 loss: 2.6509 (2.7352) time: 0.8124 data: 0.0003 max mem: 44082
Epoch: [4] [ 30/1251] eta: 0:19:22 lr: 0.000010 loss: 2.4937 (2.6493) time: 0.8128 data: 0.0003 max mem: 44082
Epoch: [4] [ 40/1251] eta: 0:18:31 lr: 0.000010 loss: 2.7906 (2.6699) time: 0.8119 data: 0.0003 max mem: 44082
Epoch: [4] [ 50/1251] eta: 0:17:56 lr: 0.000010 loss: 2.8027 (2.6740) time: 0.8103 data: 0.0003 max mem: 44082
Epoch: [4] [ 60/1251] eta: 0:17:31 lr: 0.000010 loss: 2.7177 (2.6498) time: 0.8111 data: 0.0003 max mem: 44082
Epoch: [4] [ 70/1251] eta: 0:17:10 lr: 0.000010 loss: 2.5189 (2.6440) time: 0.8116 data: 0.0003 max mem: 44082
Epoch: [4] [ 80/1251] eta: 0:16:52 lr: 0.000010 loss: 2.6671 (2.6477) time: 0.8102 data: 0.0003 max mem: 44082
Epoch: [4] [ 90/1251] eta: 0:16:37 lr: 0.000010 loss: 2.7405 (2.6595) time: 0.8102 data: 0.0003 max mem: 44082
Epoch: [4] [ 100/1251] eta: 0:16:22 lr: 0.000010 loss: 2.7768 (2.6508) time: 0.8093 data: 0.0003 max mem: 44082
Epoch: [4] [ 110/1251] eta: 0:16:08 lr: 0.000010 loss: 2.5647 (2.6415) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [4] [ 120/1251] eta: 0:15:56 lr: 0.000010 loss: 2.5280 (2.6142) time: 0.8069 data: 0.0003 max mem: 44082
Epoch: [4] [ 130/1251] eta: 0:15:44 lr: 0.000010 loss: 2.4937 (2.6121) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [4] [ 140/1251] eta: 0:15:33 lr: 0.000010 loss: 2.6887 (2.6142) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [4] [ 150/1251] eta: 0:15:23 lr: 0.000010 loss: 2.6200 (2.6095) time: 0.8113 data: 0.0003 max mem: 44082
Epoch: [4] [ 160/1251] eta: 0:15:13 lr: 0.000010 loss: 2.5285 (2.6082) time: 0.8124 data: 0.0003 max mem: 44082
Epoch: [4] [ 170/1251] eta: 0:15:02 lr: 0.000010 loss: 2.3611 (2.5969) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [4] [ 180/1251] eta: 0:14:52 lr: 0.000010 loss: 2.5913 (2.5945) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [4] [ 190/1251] eta: 0:14:43 lr: 0.000010 loss: 2.5921 (2.5854) time: 0.8095 data: 0.0003 max mem: 44082
Epoch: [4] [ 200/1251] eta: 0:14:33 lr: 0.000010 loss: 2.6681 (2.5908) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [4] [ 210/1251] eta: 0:14:23 lr: 0.000010 loss: 2.7532 (2.5908) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [4] [ 220/1251] eta: 0:14:14 lr: 0.000010 loss: 2.6833 (2.5878) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [4] [ 230/1251] eta: 0:14:05 lr: 0.000010 loss: 2.4660 (2.5824) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [4] [ 240/1251] eta: 0:13:55 lr: 0.000010 loss: 2.4919 (2.5792) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [4] [ 250/1251] eta: 0:13:46 lr: 0.000010 loss: 2.5697 (2.5761) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [4] [ 260/1251] eta: 0:13:37 lr: 0.000010 loss: 2.5755 (2.5759) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [4] [ 270/1251] eta: 0:13:28 lr: 0.000010 loss: 2.7013 (2.5823) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [4] [ 280/1251] eta: 0:13:20 lr: 0.000010 loss: 2.6620 (2.5805) time: 0.8111 data: 0.0003 max mem: 44082
Epoch: [4] [ 290/1251] eta: 0:13:11 lr: 0.000010 loss: 2.5568 (2.5769) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [4] [ 300/1251] eta: 0:13:02 lr: 0.000010 loss: 2.6479 (2.5805) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [4] [ 310/1251] eta: 0:12:53 lr: 0.000010 loss: 2.6682 (2.5763) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [4] [ 320/1251] eta: 0:12:44 lr: 0.000010 loss: 2.7157 (2.5801) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [4] [ 330/1251] eta: 0:12:36 lr: 0.000010 loss: 2.7221 (2.5834) time: 0.8065 data: 0.0003 max mem: 44082
Epoch: [4] [ 340/1251] eta: 0:12:27 lr: 0.000010 loss: 2.6588 (2.5787) time: 0.8097 data: 0.0003 max mem: 44082
Epoch: [4] [ 350/1251] eta: 0:12:19 lr: 0.000010 loss: 2.6588 (2.5830) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [4] [ 360/1251] eta: 0:12:10 lr: 0.000010 loss: 2.7801 (2.5858) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [4] [ 370/1251] eta: 0:12:02 lr: 0.000010 loss: 2.6307 (2.5848) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [4] [ 380/1251] eta: 0:11:53 lr: 0.000010 loss: 2.6192 (2.5819) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [4] [ 390/1251] eta: 0:11:45 lr: 0.000010 loss: 2.6192 (2.5824) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [4] [ 400/1251] eta: 0:11:36 lr: 0.000010 loss: 2.7751 (2.5874) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [4] [ 410/1251] eta: 0:11:28 lr: 0.000010 loss: 2.8520 (2.5876) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [4] [ 420/1251] eta: 0:11:19 lr: 0.000010 loss: 2.7463 (2.5907) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [4] [ 430/1251] eta: 0:11:11 lr: 0.000010 loss: 2.7461 (2.5900) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [4] [ 440/1251] eta: 0:11:02 lr: 0.000010 loss: 2.7038 (2.5894) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [4] [ 450/1251] eta: 0:10:54 lr: 0.000010 loss: 2.7038 (2.5913) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [4] [ 460/1251] eta: 0:10:46 lr: 0.000010 loss: 2.6912 (2.5876) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [4] [ 470/1251] eta: 0:10:37 lr: 0.000010 loss: 2.5733 (2.5851) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [4] [ 480/1251] eta: 0:10:29 lr: 0.000010 loss: 2.3335 (2.5820) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [4] [ 490/1251] eta: 0:10:21 lr: 0.000010 loss: 2.7954 (2.5859) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [4] [ 500/1251] eta: 0:10:12 lr: 0.000010 loss: 2.7480 (2.5847) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [4] [ 510/1251] eta: 0:10:04 lr: 0.000010 loss: 2.6923 (2.5858) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [4] [ 520/1251] eta: 0:09:56 lr: 0.000010 loss: 2.5773 (2.5832) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [4] [ 530/1251] eta: 0:09:47 lr: 0.000010 loss: 2.6802 (2.5874) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [4] [ 540/1251] eta: 0:09:39 lr: 0.000010 loss: 2.6208 (2.5821) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [4] [ 550/1251] eta: 0:09:31 lr: 0.000010 loss: 2.6081 (2.5841) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [4] [ 560/1251] eta: 0:09:23 lr: 0.000010 loss: 2.7286 (2.5843) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [4] [ 570/1251] eta: 0:09:14 lr: 0.000010 loss: 2.4868 (2.5826) time: 0.8089 data: 0.0003 max mem: 44082
Epoch: [4] [ 580/1251] eta: 0:09:06 lr: 0.000010 loss: 2.6362 (2.5828) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [4] [ 590/1251] eta: 0:08:58 lr: 0.000010 loss: 2.7749 (2.5848) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [4] [ 600/1251] eta: 0:08:50 lr: 0.000010 loss: 2.6836 (2.5845) time: 0.8033 data: 0.0003 max mem: 44082
Epoch: [4] [ 610/1251] eta: 0:08:41 lr: 0.000010 loss: 2.5557 (2.5854) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [4] [ 620/1251] eta: 0:08:33 lr: 0.000010 loss: 2.5821 (2.5824) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [4] [ 630/1251] eta: 0:08:25 lr: 0.000010 loss: 2.4562 (2.5799) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [4] [ 640/1251] eta: 0:08:17 lr: 0.000010 loss: 2.4562 (2.5767) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [4] [ 650/1251] eta: 0:08:08 lr: 0.000010 loss: 2.5937 (2.5769) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [4] [ 660/1251] eta: 0:08:00 lr: 0.000010 loss: 2.6337 (2.5781) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [4] [ 670/1251] eta: 0:07:52 lr: 0.000010 loss: 2.7121 (2.5789) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [4] [ 680/1251] eta: 0:07:44 lr: 0.000010 loss: 2.7121 (2.5800) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [4] [ 690/1251] eta: 0:07:36 lr: 0.000010 loss: 2.5652 (2.5771) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [4] [ 700/1251] eta: 0:07:27 lr: 0.000010 loss: 2.5748 (2.5777) time: 0.8003 data: 0.0003 max mem: 44082
Epoch: [4] [ 710/1251] eta: 0:07:19 lr: 0.000010 loss: 2.7688 (2.5803) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [4] [ 720/1251] eta: 0:07:11 lr: 0.000010 loss: 2.7455 (2.5803) time: 0.8095 data: 0.0003 max mem: 44082
Epoch: [4] [ 730/1251] eta: 0:07:03 lr: 0.000010 loss: 2.6124 (2.5794) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [4] [ 740/1251] eta: 0:06:55 lr: 0.000010 loss: 2.6123 (2.5802) time: 0.8032 data: 0.0003 max mem: 44082
Epoch: [4] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.6345 (2.5797) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [4] [ 760/1251] eta: 0:06:38 lr: 0.000010 loss: 2.7574 (2.5816) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [4] [ 770/1251] eta: 0:06:30 lr: 0.000010 loss: 2.7900 (2.5816) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [4] [ 780/1251] eta: 0:06:22 lr: 0.000010 loss: 2.6200 (2.5818) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [4] [ 790/1251] eta: 0:06:14 lr: 0.000010 loss: 2.6044 (2.5795) time: 0.8138 data: 0.0003 max mem: 44082
Epoch: [4] [ 800/1251] eta: 0:06:06 lr: 0.000010 loss: 2.3378 (2.5778) time: 0.8115 data: 0.0003 max mem: 44082
Epoch: [4] [ 810/1251] eta: 0:05:58 lr: 0.000010 loss: 2.6384 (2.5803) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [4] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.6955 (2.5798) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [4] [ 830/1251] eta: 0:05:41 lr: 0.000010 loss: 2.5548 (2.5784) time: 0.8100 data: 0.0003 max mem: 44082
Epoch: [4] [ 840/1251] eta: 0:05:33 lr: 0.000010 loss: 2.7247 (2.5801) time: 0.8115 data: 0.0003 max mem: 44082
Epoch: [4] [ 850/1251] eta: 0:05:25 lr: 0.000010 loss: 2.7498 (2.5828) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [4] [ 860/1251] eta: 0:05:17 lr: 0.000010 loss: 2.7366 (2.5843) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [4] [ 870/1251] eta: 0:05:09 lr: 0.000010 loss: 2.6746 (2.5836) time: 0.8025 data: 0.0003 max mem: 44082
Epoch: [4] [ 880/1251] eta: 0:05:01 lr: 0.000010 loss: 2.7367 (2.5850) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [4] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.7417 (2.5822) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [4] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.7296 (2.5814) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [4] [ 910/1251] eta: 0:04:36 lr: 0.000010 loss: 2.7665 (2.5833) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [4] [ 920/1251] eta: 0:04:28 lr: 0.000010 loss: 2.7474 (2.5835) time: 0.8042 data: 0.0018 max mem: 44082
Epoch: [4] [ 930/1251] eta: 0:04:20 lr: 0.000010 loss: 2.6982 (2.5855) time: 0.8036 data: 0.0018 max mem: 44082
Epoch: [4] [ 940/1251] eta: 0:04:12 lr: 0.000010 loss: 2.7713 (2.5872) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [4] [ 950/1251] eta: 0:04:04 lr: 0.000010 loss: 2.6903 (2.5871) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [4] [ 960/1251] eta: 0:03:56 lr: 0.000010 loss: 2.6574 (2.5872) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [4] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.6559 (2.5888) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [4] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.6559 (2.5882) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [4] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.6881 (2.5881) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [4] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.6871 (2.5890) time: 0.8043 data: 0.0003 max mem: 44082
Epoch: [4] [1010/1251] eta: 0:03:15 lr: 0.000010 loss: 2.6415 (2.5892) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [4] [1020/1251] eta: 0:03:07 lr: 0.000010 loss: 2.4733 (2.5873) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [4] [1030/1251] eta: 0:02:59 lr: 0.000010 loss: 2.1922 (2.5826) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [4] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.2865 (2.5831) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [4] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6437 (2.5824) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [4] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.4877 (2.5805) time: 0.8008 data: 0.0003 max mem: 44082
Epoch: [4] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.4239 (2.5801) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [4] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.4239 (2.5795) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [4] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.5711 (2.5799) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [4] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.7482 (2.5812) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [4] [1110/1251] eta: 0:01:54 lr: 0.000010 loss: 2.6496 (2.5812) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [4] [1120/1251] eta: 0:01:46 lr: 0.000010 loss: 2.5625 (2.5814) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [4] [1130/1251] eta: 0:01:38 lr: 0.000010 loss: 2.7738 (2.5819) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [4] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.7738 (2.5819) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [4] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.8223 (2.5829) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [4] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.8371 (2.5826) time: 0.8069 data: 0.0003 max mem: 44082
Epoch: [4] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.7504 (2.5844) time: 0.8134 data: 0.0003 max mem: 44082
Epoch: [4] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.7504 (2.5847) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [4] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.6544 (2.5852) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [4] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.7651 (2.5862) time: 0.8116 data: 0.0003 max mem: 44082
Epoch: [4] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.7652 (2.5858) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [4] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.5422 (2.5848) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [4] [1230/1251] eta: 0:00:17 lr: 0.000010 loss: 2.7185 (2.5858) time: 0.8096 data: 0.0003 max mem: 44082
Epoch: [4] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.7444 (2.5852) time: 0.7980 data: 0.0009 max mem: 44082
Epoch: [4] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.6807 (2.5844) time: 0.7850 data: 0.0008 max mem: 44082
Epoch: [4] Total time: 0:16:53 (0.8100 s / it)
Averaged stats: lr: 0.000010 loss: 2.6807 (2.6014)
Test: [ 0/25] eta: 0:02:34 loss: 0.5417 (0.5417) acc1: 92.8000 (92.8000) acc5: 98.8000 (98.8000) time: 6.1744 data: 5.6235 max mem: 44082
Test: [10/25] eta: 0:00:15 loss: 0.6953 (0.6923) acc1: 88.0000 (87.9273) acc5: 98.0000 (98.1818) time: 1.0636 data: 0.5913 max mem: 44082
Test: [20/25] eta: 0:00:03 loss: 0.8386 (0.8042) acc1: 82.8000 (84.6857) acc5: 97.2000 (97.1238) time: 0.5050 data: 0.0441 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.8722 (0.8148) acc1: 82.0000 (84.2240) acc5: 96.8000 (97.1360) time: 0.4597 data: 0.0001 max mem: 44082
Test: Total time: 0:00:18 (0.7331 s / it)
* Acc@1 84.436 Acc@5 97.066 loss 0.808
Accuracy of the network on the 50000 test images: 84.4%
Max accuracy: 84.44%
Epoch: [5] [ 0/1251] eta: 1:45:45 lr: 0.000010 loss: 3.0957 (3.0957) time: 5.0723 data: 4.3001 max mem: 44082
Epoch: [5] [ 10/1251] eta: 0:24:49 lr: 0.000010 loss: 2.8668 (2.5868) time: 1.2005 data: 0.3912 max mem: 44082
Epoch: [5] [ 20/1251] eta: 0:20:47 lr: 0.000010 loss: 2.3944 (2.4504) time: 0.8107 data: 0.0003 max mem: 44082
Epoch: [5] [ 30/1251] eta: 0:19:16 lr: 0.000010 loss: 2.4143 (2.4969) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [5] [ 40/1251] eta: 0:18:27 lr: 0.000010 loss: 2.6020 (2.5210) time: 0.8105 data: 0.0003 max mem: 44082
Epoch: [5] [ 50/1251] eta: 0:17:51 lr: 0.000010 loss: 2.6559 (2.5085) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [5] [ 60/1251] eta: 0:17:26 lr: 0.000010 loss: 2.7921 (2.5599) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [5] [ 70/1251] eta: 0:17:06 lr: 0.000010 loss: 2.7407 (2.5552) time: 0.8109 data: 0.0003 max mem: 44082
Epoch: [5] [ 80/1251] eta: 0:16:50 lr: 0.000010 loss: 2.7407 (2.5769) time: 0.8144 data: 0.0003 max mem: 44082
Epoch: [5] [ 90/1251] eta: 0:16:33 lr: 0.000010 loss: 2.8647 (2.5866) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [5] [ 100/1251] eta: 0:16:19 lr: 0.000010 loss: 2.6961 (2.5887) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [5] [ 110/1251] eta: 0:16:07 lr: 0.000010 loss: 2.6358 (2.5806) time: 0.8111 data: 0.0003 max mem: 44082
Epoch: [5] [ 120/1251] eta: 0:15:55 lr: 0.000010 loss: 2.5928 (2.5861) time: 0.8103 data: 0.0003 max mem: 44082
Epoch: [5] [ 130/1251] eta: 0:15:43 lr: 0.000010 loss: 2.5393 (2.5650) time: 0.8088 data: 0.0003 max mem: 44082
Epoch: [5] [ 140/1251] eta: 0:15:32 lr: 0.000010 loss: 2.4625 (2.5670) time: 0.8108 data: 0.0003 max mem: 44082
Epoch: [5] [ 150/1251] eta: 0:15:21 lr: 0.000010 loss: 2.7352 (2.5734) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [5] [ 160/1251] eta: 0:15:11 lr: 0.000010 loss: 2.6328 (2.5727) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [5] [ 170/1251] eta: 0:15:01 lr: 0.000010 loss: 2.7198 (2.5854) time: 0.8098 data: 0.0003 max mem: 44082
Epoch: [5] [ 180/1251] eta: 0:14:51 lr: 0.000010 loss: 2.7198 (2.5855) time: 0.8086 data: 0.0003 max mem: 44082
Epoch: [5] [ 190/1251] eta: 0:14:42 lr: 0.000010 loss: 2.6022 (2.5840) time: 0.8126 data: 0.0003 max mem: 44082
Epoch: [5] [ 200/1251] eta: 0:14:32 lr: 0.000010 loss: 2.7527 (2.5968) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [5] [ 210/1251] eta: 0:14:22 lr: 0.000010 loss: 2.8641 (2.5979) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [5] [ 220/1251] eta: 0:14:13 lr: 0.000010 loss: 2.7618 (2.6020) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [5] [ 230/1251] eta: 0:14:03 lr: 0.000010 loss: 2.7095 (2.6012) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [5] [ 240/1251] eta: 0:13:54 lr: 0.000010 loss: 2.6170 (2.5956) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [5] [ 250/1251] eta: 0:13:45 lr: 0.000010 loss: 2.6170 (2.5981) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [5] [ 260/1251] eta: 0:13:36 lr: 0.000010 loss: 2.6219 (2.5977) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [5] [ 270/1251] eta: 0:13:27 lr: 0.000010 loss: 2.6444 (2.6003) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [5] [ 280/1251] eta: 0:13:19 lr: 0.000010 loss: 2.7258 (2.6054) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [5] [ 290/1251] eta: 0:13:10 lr: 0.000010 loss: 2.6688 (2.5997) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [5] [ 300/1251] eta: 0:13:01 lr: 0.000010 loss: 2.7211 (2.6077) time: 0.8084 data: 0.0003 max mem: 44082
Epoch: [5] [ 310/1251] eta: 0:12:53 lr: 0.000010 loss: 2.7494 (2.6052) time: 0.8091 data: 0.0003 max mem: 44082
Epoch: [5] [ 320/1251] eta: 0:12:44 lr: 0.000010 loss: 2.6370 (2.5999) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [5] [ 330/1251] eta: 0:12:35 lr: 0.000010 loss: 2.6847 (2.5994) time: 0.8005 data: 0.0003 max mem: 44082
Epoch: [5] [ 340/1251] eta: 0:12:26 lr: 0.000010 loss: 2.5687 (2.5966) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [5] [ 350/1251] eta: 0:12:18 lr: 0.000010 loss: 2.5687 (2.5987) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [5] [ 360/1251] eta: 0:12:09 lr: 0.000010 loss: 2.9113 (2.6062) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [5] [ 370/1251] eta: 0:12:01 lr: 0.000010 loss: 2.8956 (2.6113) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [5] [ 380/1251] eta: 0:11:52 lr: 0.000010 loss: 2.7186 (2.6120) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [5] [ 390/1251] eta: 0:11:44 lr: 0.000010 loss: 2.6643 (2.6147) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [5] [ 400/1251] eta: 0:11:35 lr: 0.000010 loss: 2.6920 (2.6144) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [5] [ 410/1251] eta: 0:11:27 lr: 0.000010 loss: 2.6755 (2.6131) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [5] [ 420/1251] eta: 0:11:18 lr: 0.000010 loss: 2.6538 (2.6116) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [5] [ 430/1251] eta: 0:11:10 lr: 0.000010 loss: 2.4744 (2.6047) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [5] [ 440/1251] eta: 0:11:01 lr: 0.000010 loss: 2.3738 (2.6028) time: 0.8005 data: 0.0003 max mem: 44082
Epoch: [5] [ 450/1251] eta: 0:10:53 lr: 0.000010 loss: 2.3696 (2.5994) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [5] [ 460/1251] eta: 0:10:45 lr: 0.000010 loss: 2.3696 (2.5947) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [5] [ 470/1251] eta: 0:10:36 lr: 0.000010 loss: 2.4247 (2.5913) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [5] [ 480/1251] eta: 0:10:28 lr: 0.000010 loss: 2.5340 (2.5917) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [5] [ 490/1251] eta: 0:10:20 lr: 0.000010 loss: 2.7414 (2.5933) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [5] [ 500/1251] eta: 0:10:11 lr: 0.000010 loss: 2.7652 (2.5933) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [5] [ 510/1251] eta: 0:10:03 lr: 0.000010 loss: 2.7519 (2.5934) time: 0.8004 data: 0.0003 max mem: 44082
Epoch: [5] [ 520/1251] eta: 0:09:55 lr: 0.000010 loss: 2.6002 (2.5940) time: 0.8031 data: 0.0003 max mem: 44082
Epoch: [5] [ 530/1251] eta: 0:09:46 lr: 0.000010 loss: 2.6350 (2.5937) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [5] [ 540/1251] eta: 0:09:38 lr: 0.000010 loss: 2.6350 (2.5929) time: 0.8022 data: 0.0003 max mem: 44082
Epoch: [5] [ 550/1251] eta: 0:09:30 lr: 0.000010 loss: 2.6551 (2.5929) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [5] [ 560/1251] eta: 0:09:22 lr: 0.000010 loss: 2.5922 (2.5896) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [5] [ 570/1251] eta: 0:09:13 lr: 0.000010 loss: 2.6366 (2.5901) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [5] [ 580/1251] eta: 0:09:05 lr: 0.000010 loss: 2.7166 (2.5912) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [5] [ 590/1251] eta: 0:08:57 lr: 0.000010 loss: 2.7457 (2.5941) time: 0.8074 data: 0.0003 max mem: 44082
Epoch: [5] [ 600/1251] eta: 0:08:49 lr: 0.000010 loss: 2.7436 (2.5963) time: 0.8094 data: 0.0003 max mem: 44082
Epoch: [5] [ 610/1251] eta: 0:08:41 lr: 0.000010 loss: 2.6659 (2.5951) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [5] [ 620/1251] eta: 0:08:32 lr: 0.000010 loss: 2.7432 (2.5959) time: 0.8016 data: 0.0003 max mem: 44082
Epoch: [5] [ 630/1251] eta: 0:08:24 lr: 0.000010 loss: 2.7732 (2.5957) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [5] [ 640/1251] eta: 0:08:16 lr: 0.000010 loss: 2.6935 (2.5951) time: 0.7998 data: 0.0003 max mem: 44082
Epoch: [5] [ 650/1251] eta: 0:08:08 lr: 0.000010 loss: 2.7430 (2.5971) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [5] [ 660/1251] eta: 0:07:59 lr: 0.000010 loss: 2.8037 (2.5975) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [5] [ 670/1251] eta: 0:07:51 lr: 0.000010 loss: 2.5463 (2.5989) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [5] [ 680/1251] eta: 0:07:43 lr: 0.000010 loss: 2.6257 (2.5992) time: 0.8023 data: 0.0003 max mem: 44082
Epoch: [5] [ 690/1251] eta: 0:07:35 lr: 0.000010 loss: 2.6782 (2.5989) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [5] [ 700/1251] eta: 0:07:27 lr: 0.000010 loss: 2.4684 (2.5955) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [5] [ 710/1251] eta: 0:07:18 lr: 0.000010 loss: 2.2661 (2.5946) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [5] [ 720/1251] eta: 0:07:10 lr: 0.000010 loss: 2.4203 (2.5932) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [5] [ 730/1251] eta: 0:07:02 lr: 0.000010 loss: 2.6448 (2.5945) time: 0.7987 data: 0.0003 max mem: 44082
Epoch: [5] [ 740/1251] eta: 0:06:54 lr: 0.000010 loss: 2.6535 (2.5949) time: 0.7993 data: 0.0003 max mem: 44082
Epoch: [5] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.6535 (2.5970) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [5] [ 760/1251] eta: 0:06:38 lr: 0.000010 loss: 2.6415 (2.5969) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [5] [ 770/1251] eta: 0:06:29 lr: 0.000010 loss: 2.7158 (2.5983) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [5] [ 780/1251] eta: 0:06:21 lr: 0.000010 loss: 2.6870 (2.5985) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [5] [ 790/1251] eta: 0:06:13 lr: 0.000010 loss: 2.6009 (2.5967) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [5] [ 800/1251] eta: 0:06:05 lr: 0.000010 loss: 2.6316 (2.5979) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [5] [ 810/1251] eta: 0:05:57 lr: 0.000010 loss: 2.6827 (2.5969) time: 0.8006 data: 0.0003 max mem: 44082
Epoch: [5] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.4678 (2.5964) time: 0.8026 data: 0.0003 max mem: 44082
Epoch: [5] [ 830/1251] eta: 0:05:41 lr: 0.000010 loss: 2.6226 (2.5964) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [5] [ 840/1251] eta: 0:05:32 lr: 0.000010 loss: 2.7131 (2.5952) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [5] [ 850/1251] eta: 0:05:24 lr: 0.000010 loss: 2.7343 (2.5967) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [5] [ 860/1251] eta: 0:05:16 lr: 0.000010 loss: 2.7117 (2.5958) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [5] [ 870/1251] eta: 0:05:08 lr: 0.000010 loss: 2.5337 (2.5938) time: 0.8080 data: 0.0003 max mem: 44082
Epoch: [5] [ 880/1251] eta: 0:05:00 lr: 0.000010 loss: 2.7397 (2.5951) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [5] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.7397 (2.5936) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [5] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.2299 (2.5913) time: 0.8043 data: 0.0003 max mem: 44082
Epoch: [5] [ 910/1251] eta: 0:04:36 lr: 0.000010 loss: 2.6330 (2.5920) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [5] [ 920/1251] eta: 0:04:28 lr: 0.000010 loss: 2.7599 (2.5934) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [5] [ 930/1251] eta: 0:04:19 lr: 0.000010 loss: 2.4296 (2.5900) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [5] [ 940/1251] eta: 0:04:11 lr: 0.000010 loss: 2.2657 (2.5880) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [5] [ 950/1251] eta: 0:04:03 lr: 0.000010 loss: 2.3676 (2.5864) time: 0.8010 data: 0.0003 max mem: 44082
Epoch: [5] [ 960/1251] eta: 0:03:55 lr: 0.000010 loss: 2.5403 (2.5865) time: 0.7988 data: 0.0003 max mem: 44082
Epoch: [5] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.7739 (2.5874) time: 0.8008 data: 0.0003 max mem: 44082
Epoch: [5] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.6351 (2.5862) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [5] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.6189 (2.5866) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [5] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.6808 (2.5875) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [5] [1010/1251] eta: 0:03:15 lr: 0.000010 loss: 2.7152 (2.5875) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [5] [1020/1251] eta: 0:03:06 lr: 0.000010 loss: 2.8095 (2.5890) time: 0.8044 data: 0.0003 max mem: 44082
Epoch: [5] [1030/1251] eta: 0:02:58 lr: 0.000010 loss: 2.6544 (2.5880) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [5] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.6072 (2.5894) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [5] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6101 (2.5870) time: 0.8000 data: 0.0003 max mem: 44082
Epoch: [5] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.4985 (2.5868) time: 0.7984 data: 0.0003 max mem: 44082
Epoch: [5] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.6191 (2.5876) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [5] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.6185 (2.5862) time: 0.8069 data: 0.0003 max mem: 44082
Epoch: [5] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.5645 (2.5857) time: 0.8075 data: 0.0003 max mem: 44082
Epoch: [5] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.5592 (2.5849) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [5] [1110/1251] eta: 0:01:54 lr: 0.000010 loss: 2.6175 (2.5852) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [5] [1120/1251] eta: 0:01:45 lr: 0.000010 loss: 2.6898 (2.5853) time: 0.8050 data: 0.0003 max mem: 44082
Epoch: [5] [1130/1251] eta: 0:01:37 lr: 0.000010 loss: 2.7414 (2.5862) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [5] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.5254 (2.5851) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [5] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.6035 (2.5867) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [5] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.7510 (2.5863) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [5] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.7145 (2.5865) time: 0.8060 data: 0.0003 max mem: 44082
Epoch: [5] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.6608 (2.5857) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [5] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.6545 (2.5866) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [5] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.7608 (2.5887) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [5] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.7822 (2.5886) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [5] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.5590 (2.5879) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [5] [1230/1251] eta: 0:00:16 lr: 0.000010 loss: 2.5549 (2.5885) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [5] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.6638 (2.5885) time: 0.7954 data: 0.0009 max mem: 44082
Epoch: [5] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.5219 (2.5878) time: 0.7832 data: 0.0008 max mem: 44082
Epoch: [5] Total time: 0:16:51 (0.8084 s / it)
Averaged stats: lr: 0.000010 loss: 2.5219 (2.5966)
Test: [ 0/25] eta: 0:02:48 loss: 0.5930 (0.5930) acc1: 92.8000 (92.8000) acc5: 98.8000 (98.8000) time: 6.7446 data: 6.2859 max mem: 44082
Test: [10/25] eta: 0:00:16 loss: 0.7571 (0.7511) acc1: 87.2000 (87.4909) acc5: 98.4000 (98.2182) time: 1.1103 data: 0.6429 max mem: 44082
Test: [20/25] eta: 0:00:03 loss: 0.8875 (0.8641) acc1: 82.4000 (84.4191) acc5: 97.2000 (97.0857) time: 0.5024 data: 0.0393 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.9342 (0.8750) acc1: 81.6000 (83.9840) acc5: 96.8000 (97.0880) time: 0.4600 data: 0.0001 max mem: 44082
Test: Total time: 0:00:18 (0.7536 s / it)
* Acc@1 84.388 Acc@5 97.094 loss 0.866
Accuracy of the network on the 50000 test images: 84.4%
Max accuracy: 84.44%
Epoch: [6] [ 0/1251] eta: 1:47:12 lr: 0.000010 loss: 2.7131 (2.7131) time: 5.1421 data: 3.6524 max mem: 44082
Epoch: [6] [ 10/1251] eta: 0:25:02 lr: 0.000010 loss: 2.6257 (2.5635) time: 1.2110 data: 0.3323 max mem: 44082
Epoch: [6] [ 20/1251] eta: 0:20:52 lr: 0.000010 loss: 2.6257 (2.6190) time: 0.8116 data: 0.0003 max mem: 44082
Epoch: [6] [ 30/1251] eta: 0:19:20 lr: 0.000010 loss: 2.6488 (2.5682) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [6] [ 40/1251] eta: 0:18:28 lr: 0.000010 loss: 2.6399 (2.5551) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [6] [ 50/1251] eta: 0:17:52 lr: 0.000010 loss: 2.4241 (2.5166) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [6] [ 60/1251] eta: 0:17:26 lr: 0.000010 loss: 2.4514 (2.5271) time: 0.8032 data: 0.0003 max mem: 44082
Epoch: [6] [ 70/1251] eta: 0:17:05 lr: 0.000010 loss: 2.8011 (2.5633) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 80/1251] eta: 0:16:48 lr: 0.000010 loss: 2.7826 (2.5585) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [6] [ 90/1251] eta: 0:16:32 lr: 0.000010 loss: 2.7133 (2.5779) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [6] [ 100/1251] eta: 0:16:19 lr: 0.000010 loss: 2.7133 (2.5921) time: 0.8099 data: 0.0003 max mem: 44082
Epoch: [6] [ 110/1251] eta: 0:16:05 lr: 0.000010 loss: 2.6358 (2.5835) time: 0.8074 data: 0.0003 max mem: 44082
Epoch: [6] [ 120/1251] eta: 0:15:53 lr: 0.000010 loss: 2.4235 (2.5577) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [6] [ 130/1251] eta: 0:15:41 lr: 0.000010 loss: 2.4614 (2.5494) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [6] [ 140/1251] eta: 0:15:30 lr: 0.000010 loss: 2.4680 (2.5358) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [6] [ 150/1251] eta: 0:15:19 lr: 0.000010 loss: 2.4305 (2.5365) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [6] [ 160/1251] eta: 0:15:09 lr: 0.000010 loss: 2.4819 (2.5394) time: 0.8014 data: 0.0003 max mem: 44082
Epoch: [6] [ 170/1251] eta: 0:14:59 lr: 0.000010 loss: 2.6770 (2.5447) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [6] [ 180/1251] eta: 0:14:49 lr: 0.000010 loss: 2.6982 (2.5548) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [6] [ 190/1251] eta: 0:14:39 lr: 0.000010 loss: 2.7231 (2.5599) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [6] [ 200/1251] eta: 0:14:30 lr: 0.000010 loss: 2.6409 (2.5544) time: 0.8109 data: 0.0003 max mem: 44082
Epoch: [6] [ 210/1251] eta: 0:14:21 lr: 0.000010 loss: 2.4949 (2.5607) time: 0.8093 data: 0.0003 max mem: 44082
Epoch: [6] [ 220/1251] eta: 0:14:11 lr: 0.000010 loss: 2.5902 (2.5574) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [6] [ 230/1251] eta: 0:14:02 lr: 0.000010 loss: 2.6557 (2.5627) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [6] [ 240/1251] eta: 0:13:53 lr: 0.000010 loss: 2.7366 (2.5619) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [6] [ 250/1251] eta: 0:13:44 lr: 0.000010 loss: 2.7273 (2.5674) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 260/1251] eta: 0:13:35 lr: 0.000010 loss: 2.7749 (2.5722) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [6] [ 270/1251] eta: 0:13:27 lr: 0.000010 loss: 2.6654 (2.5705) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [6] [ 280/1251] eta: 0:13:18 lr: 0.000010 loss: 2.5312 (2.5700) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [6] [ 290/1251] eta: 0:13:09 lr: 0.000010 loss: 2.6694 (2.5725) time: 0.8069 data: 0.0003 max mem: 44082
Epoch: [6] [ 300/1251] eta: 0:13:00 lr: 0.000010 loss: 2.7222 (2.5781) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [6] [ 310/1251] eta: 0:12:52 lr: 0.000010 loss: 2.6076 (2.5728) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [6] [ 320/1251] eta: 0:12:43 lr: 0.000010 loss: 2.6374 (2.5745) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [6] [ 330/1251] eta: 0:12:34 lr: 0.000010 loss: 2.5722 (2.5710) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [6] [ 340/1251] eta: 0:12:26 lr: 0.000010 loss: 2.5722 (2.5743) time: 0.8066 data: 0.0003 max mem: 44082
Epoch: [6] [ 350/1251] eta: 0:12:17 lr: 0.000010 loss: 2.6819 (2.5737) time: 0.8099 data: 0.0003 max mem: 44082
Epoch: [6] [ 360/1251] eta: 0:12:09 lr: 0.000010 loss: 2.5716 (2.5691) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [6] [ 370/1251] eta: 0:12:00 lr: 0.000010 loss: 2.5806 (2.5719) time: 0.8067 data: 0.0003 max mem: 44082
Epoch: [6] [ 380/1251] eta: 0:11:52 lr: 0.000010 loss: 2.5422 (2.5684) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [6] [ 390/1251] eta: 0:11:43 lr: 0.000010 loss: 2.5453 (2.5703) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [6] [ 400/1251] eta: 0:11:35 lr: 0.000010 loss: 2.7001 (2.5735) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 410/1251] eta: 0:11:27 lr: 0.000010 loss: 2.6107 (2.5711) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 420/1251] eta: 0:11:18 lr: 0.000010 loss: 2.6107 (2.5725) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [6] [ 430/1251] eta: 0:11:10 lr: 0.000010 loss: 2.8399 (2.5772) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [6] [ 440/1251] eta: 0:11:01 lr: 0.000010 loss: 2.8399 (2.5794) time: 0.8070 data: 0.0003 max mem: 44082
Epoch: [6] [ 450/1251] eta: 0:10:53 lr: 0.000010 loss: 2.7406 (2.5801) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [6] [ 460/1251] eta: 0:10:45 lr: 0.000010 loss: 2.8095 (2.5824) time: 0.8003 data: 0.0003 max mem: 44082
Epoch: [6] [ 470/1251] eta: 0:10:36 lr: 0.000010 loss: 2.7774 (2.5797) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [6] [ 480/1251] eta: 0:10:28 lr: 0.000010 loss: 2.7488 (2.5815) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [6] [ 490/1251] eta: 0:10:20 lr: 0.000010 loss: 2.6081 (2.5798) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 500/1251] eta: 0:10:11 lr: 0.000010 loss: 2.6081 (2.5827) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [6] [ 510/1251] eta: 0:10:03 lr: 0.000010 loss: 2.7489 (2.5855) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [6] [ 520/1251] eta: 0:09:55 lr: 0.000010 loss: 2.6825 (2.5834) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [6] [ 530/1251] eta: 0:09:47 lr: 0.000010 loss: 2.5158 (2.5846) time: 0.8035 data: 0.0003 max mem: 44082
Epoch: [6] [ 540/1251] eta: 0:09:38 lr: 0.000010 loss: 2.7773 (2.5872) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [6] [ 550/1251] eta: 0:09:30 lr: 0.000010 loss: 2.7190 (2.5871) time: 0.8046 data: 0.0003 max mem: 44082
Epoch: [6] [ 560/1251] eta: 0:09:22 lr: 0.000010 loss: 2.5381 (2.5863) time: 0.8023 data: 0.0003 max mem: 44082
Epoch: [6] [ 570/1251] eta: 0:09:13 lr: 0.000010 loss: 2.5381 (2.5855) time: 0.7987 data: 0.0003 max mem: 44082
Epoch: [6] [ 580/1251] eta: 0:09:05 lr: 0.000010 loss: 2.5221 (2.5818) time: 0.8034 data: 0.0003 max mem: 44082
Epoch: [6] [ 590/1251] eta: 0:08:57 lr: 0.000010 loss: 2.4643 (2.5808) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [6] [ 600/1251] eta: 0:08:49 lr: 0.000010 loss: 2.6263 (2.5813) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [6] [ 610/1251] eta: 0:08:41 lr: 0.000010 loss: 2.7302 (2.5808) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [6] [ 620/1251] eta: 0:08:32 lr: 0.000010 loss: 2.7828 (2.5847) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [6] [ 630/1251] eta: 0:08:24 lr: 0.000010 loss: 2.7603 (2.5865) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [6] [ 640/1251] eta: 0:08:16 lr: 0.000010 loss: 2.7501 (2.5871) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [6] [ 650/1251] eta: 0:08:08 lr: 0.000010 loss: 2.8073 (2.5899) time: 0.8042 data: 0.0003 max mem: 44082
Epoch: [6] [ 660/1251] eta: 0:08:00 lr: 0.000010 loss: 2.7804 (2.5911) time: 0.8077 data: 0.0003 max mem: 44082
Epoch: [6] [ 670/1251] eta: 0:07:51 lr: 0.000010 loss: 2.6941 (2.5915) time: 0.8063 data: 0.0003 max mem: 44082
Epoch: [6] [ 680/1251] eta: 0:07:43 lr: 0.000010 loss: 2.6914 (2.5919) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [6] [ 690/1251] eta: 0:07:35 lr: 0.000010 loss: 2.6914 (2.5923) time: 0.8074 data: 0.0003 max mem: 44082
Epoch: [6] [ 700/1251] eta: 0:07:27 lr: 0.000010 loss: 2.7067 (2.5925) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [6] [ 710/1251] eta: 0:07:19 lr: 0.000010 loss: 2.6700 (2.5908) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [6] [ 720/1251] eta: 0:07:11 lr: 0.000010 loss: 2.5500 (2.5912) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [6] [ 730/1251] eta: 0:07:02 lr: 0.000010 loss: 2.7149 (2.5929) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [6] [ 740/1251] eta: 0:06:54 lr: 0.000010 loss: 2.7083 (2.5915) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [6] [ 750/1251] eta: 0:06:46 lr: 0.000010 loss: 2.6816 (2.5928) time: 0.8065 data: 0.0003 max mem: 44082
Epoch: [6] [ 760/1251] eta: 0:06:38 lr: 0.000010 loss: 2.7391 (2.5950) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [6] [ 770/1251] eta: 0:06:30 lr: 0.000010 loss: 2.7391 (2.5954) time: 0.8004 data: 0.0003 max mem: 44082
Epoch: [6] [ 780/1251] eta: 0:06:22 lr: 0.000010 loss: 2.5208 (2.5922) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [6] [ 790/1251] eta: 0:06:13 lr: 0.000010 loss: 2.1588 (2.5897) time: 0.8043 data: 0.0017 max mem: 44082
Epoch: [6] [ 800/1251] eta: 0:06:05 lr: 0.000010 loss: 2.2846 (2.5881) time: 0.8030 data: 0.0017 max mem: 44082
Epoch: [6] [ 810/1251] eta: 0:05:57 lr: 0.000010 loss: 2.6543 (2.5896) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [6] [ 820/1251] eta: 0:05:49 lr: 0.000010 loss: 2.7322 (2.5890) time: 0.8064 data: 0.0003 max mem: 44082
Epoch: [6] [ 830/1251] eta: 0:05:41 lr: 0.000010 loss: 2.7378 (2.5905) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [6] [ 840/1251] eta: 0:05:33 lr: 0.000010 loss: 2.8600 (2.5928) time: 0.8057 data: 0.0003 max mem: 44082
Epoch: [6] [ 850/1251] eta: 0:05:25 lr: 0.000010 loss: 2.6047 (2.5911) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [6] [ 860/1251] eta: 0:05:16 lr: 0.000010 loss: 2.6047 (2.5921) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [6] [ 870/1251] eta: 0:05:08 lr: 0.000010 loss: 2.6497 (2.5918) time: 0.8045 data: 0.0016 max mem: 44082
Epoch: [6] [ 880/1251] eta: 0:05:00 lr: 0.000010 loss: 2.6497 (2.5919) time: 0.8053 data: 0.0016 max mem: 44082
Epoch: [6] [ 890/1251] eta: 0:04:52 lr: 0.000010 loss: 2.6758 (2.5927) time: 0.8023 data: 0.0003 max mem: 44082
Epoch: [6] [ 900/1251] eta: 0:04:44 lr: 0.000010 loss: 2.6323 (2.5928) time: 0.8006 data: 0.0003 max mem: 44082
Epoch: [6] [ 910/1251] eta: 0:04:36 lr: 0.000010 loss: 2.5932 (2.5919) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [6] [ 920/1251] eta: 0:04:28 lr: 0.000010 loss: 2.6669 (2.5939) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [6] [ 930/1251] eta: 0:04:20 lr: 0.000010 loss: 2.6815 (2.5938) time: 0.8048 data: 0.0003 max mem: 44082
Epoch: [6] [ 940/1251] eta: 0:04:11 lr: 0.000010 loss: 2.5584 (2.5923) time: 0.8078 data: 0.0003 max mem: 44082
Epoch: [6] [ 950/1251] eta: 0:04:03 lr: 0.000010 loss: 2.6190 (2.5924) time: 0.8025 data: 0.0003 max mem: 44082
Epoch: [6] [ 960/1251] eta: 0:03:55 lr: 0.000010 loss: 2.7144 (2.5942) time: 0.8009 data: 0.0003 max mem: 44082
Epoch: [6] [ 970/1251] eta: 0:03:47 lr: 0.000010 loss: 2.7186 (2.5932) time: 0.8020 data: 0.0003 max mem: 44082
Epoch: [6] [ 980/1251] eta: 0:03:39 lr: 0.000010 loss: 2.7351 (2.5940) time: 0.8024 data: 0.0003 max mem: 44082
Epoch: [6] [ 990/1251] eta: 0:03:31 lr: 0.000010 loss: 2.7351 (2.5936) time: 0.8030 data: 0.0003 max mem: 44082
Epoch: [6] [1000/1251] eta: 0:03:23 lr: 0.000010 loss: 2.7347 (2.5947) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [6] [1010/1251] eta: 0:03:15 lr: 0.000010 loss: 2.7347 (2.5939) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [6] [1020/1251] eta: 0:03:07 lr: 0.000010 loss: 2.5896 (2.5943) time: 0.8037 data: 0.0003 max mem: 44082
Epoch: [6] [1030/1251] eta: 0:02:58 lr: 0.000010 loss: 2.7838 (2.5951) time: 0.8038 data: 0.0003 max mem: 44082
Epoch: [6] [1040/1251] eta: 0:02:50 lr: 0.000010 loss: 2.7581 (2.5952) time: 0.8017 data: 0.0003 max mem: 44082
Epoch: [6] [1050/1251] eta: 0:02:42 lr: 0.000010 loss: 2.6017 (2.5947) time: 0.8015 data: 0.0003 max mem: 44082
Epoch: [6] [1060/1251] eta: 0:02:34 lr: 0.000010 loss: 2.5866 (2.5946) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [6] [1070/1251] eta: 0:02:26 lr: 0.000010 loss: 2.6336 (2.5959) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [6] [1080/1251] eta: 0:02:18 lr: 0.000010 loss: 2.6408 (2.5958) time: 0.8077 data: 0.0017 max mem: 44082
Epoch: [6] [1090/1251] eta: 0:02:10 lr: 0.000010 loss: 2.6408 (2.5954) time: 0.8042 data: 0.0017 max mem: 44082
Epoch: [6] [1100/1251] eta: 0:02:02 lr: 0.000010 loss: 2.5746 (2.5958) time: 0.8027 data: 0.0003 max mem: 44082
Epoch: [6] [1110/1251] eta: 0:01:54 lr: 0.000010 loss: 2.6927 (2.5970) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [6] [1120/1251] eta: 0:01:45 lr: 0.000010 loss: 2.7384 (2.5985) time: 0.8040 data: 0.0003 max mem: 44082
Epoch: [6] [1130/1251] eta: 0:01:37 lr: 0.000010 loss: 2.6703 (2.5974) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [6] [1140/1251] eta: 0:01:29 lr: 0.000010 loss: 2.5161 (2.5976) time: 0.8055 data: 0.0003 max mem: 44082
Epoch: [6] [1150/1251] eta: 0:01:21 lr: 0.000010 loss: 2.7458 (2.5987) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [6] [1160/1251] eta: 0:01:13 lr: 0.000010 loss: 2.7471 (2.5983) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [6] [1170/1251] eta: 0:01:05 lr: 0.000010 loss: 2.6529 (2.5978) time: 0.8054 data: 0.0003 max mem: 44082
Epoch: [6] [1180/1251] eta: 0:00:57 lr: 0.000010 loss: 2.6627 (2.5988) time: 0.8058 data: 0.0003 max mem: 44082
Epoch: [6] [1190/1251] eta: 0:00:49 lr: 0.000010 loss: 2.8189 (2.5996) time: 0.8073 data: 0.0003 max mem: 44082
Epoch: [6] [1200/1251] eta: 0:00:41 lr: 0.000010 loss: 2.7017 (2.6007) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [6] [1210/1251] eta: 0:00:33 lr: 0.000010 loss: 2.6220 (2.5998) time: 0.8019 data: 0.0003 max mem: 44082
Epoch: [6] [1220/1251] eta: 0:00:25 lr: 0.000010 loss: 2.5492 (2.6002) time: 0.8028 data: 0.0003 max mem: 44082
Epoch: [6] [1230/1251] eta: 0:00:16 lr: 0.000010 loss: 2.5724 (2.6007) time: 0.8087 data: 0.0003 max mem: 44082
Epoch: [6] [1240/1251] eta: 0:00:08 lr: 0.000010 loss: 2.5523 (2.5992) time: 0.7979 data: 0.0009 max mem: 44082
Epoch: [6] [1250/1251] eta: 0:00:00 lr: 0.000010 loss: 2.6187 (2.6004) time: 0.7823 data: 0.0008 max mem: 44082
Epoch: [6] Total time: 0:16:51 (0.8088 s / it)
Averaged stats: lr: 0.000010 loss: 2.6187 (2.5983)
Test: [ 0/25] eta: 0:02:20 loss: 0.6332 (0.6332) acc1: 92.4000 (92.4000) acc5: 98.8000 (98.8000) time: 5.6290 data: 5.1704 max mem: 44082
Test: [10/25] eta: 0:00:14 loss: 0.7878 (0.7848) acc1: 88.0000 (87.7091) acc5: 98.0000 (98.1818) time: 0.9579 data: 0.4704 max mem: 44082
Test: [20/25] eta: 0:00:03 loss: 0.9152 (0.8979) acc1: 82.0000 (84.6476) acc5: 97.2000 (97.0476) time: 0.4751 data: 0.0003 max mem: 44082
Test: [24/25] eta: 0:00:00 loss: 0.9767 (0.9093) acc1: 81.6000 (84.1440) acc5: 96.8000 (97.0720) time: 0.4666 data: 0.0002 max mem: 44082
Test: Total time: 0:00:17 (0.6964 s / it)
* Acc@1 84.472 Acc@5 97.086 loss 0.901
Accuracy of the network on the 50000 test images: 84.5%
Max accuracy: 84.47%
Epoch: [7] [ 0/1251] eta: 1:44:04 lr: 0.000010 loss: 2.8658 (2.8658) time: 4.9920 data: 4.2120 max mem: 44082
Epoch: [7] [ 10/1251] eta: 0:24:46 lr: 0.000010 loss: 2.3218 (2.3194) time: 1.1980 data: 0.3831 max mem: 44082
Epoch: [7] [ 20/1251] eta: 0:20:45 lr: 0.000010 loss: 2.4765 (2.4007) time: 0.8129 data: 0.0003 max mem: 44082
Epoch: [7] [ 30/1251] eta: 0:19:15 lr: 0.000010 loss: 2.6249 (2.4125) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [7] [ 40/1251] eta: 0:18:26 lr: 0.000010 loss: 2.6478 (2.4743) time: 0.8103 data: 0.0003 max mem: 44082
Epoch: [7] [ 50/1251] eta: 0:17:53 lr: 0.000010 loss: 2.7498 (2.4938) time: 0.8120 data: 0.0003 max mem: 44082
Epoch: [7] [ 60/1251] eta: 0:17:27 lr: 0.000010 loss: 2.6176 (2.5110) time: 0.8100 data: 0.0003 max mem: 44082
Epoch: [7] [ 70/1251] eta: 0:17:06 lr: 0.000010 loss: 2.6653 (2.5370) time: 0.8084 data: 0.0003 max mem: 44082
Epoch: [7] [ 80/1251] eta: 0:16:49 lr: 0.000010 loss: 2.6810 (2.5519) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [7] [ 90/1251] eta: 0:16:33 lr: 0.000010 loss: 2.4929 (2.5271) time: 0.8080 data: 0.0003 max mem: 44082
Epoch: [7] [ 100/1251] eta: 0:16:19 lr: 0.000010 loss: 2.3904 (2.5399) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [7] [ 110/1251] eta: 0:16:06 lr: 0.000010 loss: 2.7812 (2.5505) time: 0.8059 data: 0.0003 max mem: 44082
Epoch: [7] [ 120/1251] eta: 0:15:54 lr: 0.000010 loss: 2.6351 (2.5488) time: 0.8103 data: 0.0003 max mem: 44082
Epoch: [7] [ 130/1251] eta: 0:15:43 lr: 0.000010 loss: 2.6393 (2.5593) time: 0.8108 data: 0.0003 max mem: 44082
Epoch: [7] [ 140/1251] eta: 0:15:31 lr: 0.000010 loss: 2.6424 (2.5420) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [7] [ 150/1251] eta: 0:15:21 lr: 0.000010 loss: 2.6655 (2.5619) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [7] [ 160/1251] eta: 0:15:10 lr: 0.000010 loss: 2.7260 (2.5564) time: 0.8072 data: 0.0003 max mem: 44082
Epoch: [7] [ 170/1251] eta: 0:15:00 lr: 0.000010 loss: 2.5958 (2.5582) time: 0.8062 data: 0.0003 max mem: 44082
Epoch: [7] [ 180/1251] eta: 0:14:50 lr: 0.000010 loss: 2.6317 (2.5575) time: 0.8071 data: 0.0003 max mem: 44082
Epoch: [7] [ 190/1251] eta: 0:14:41 lr: 0.000010 loss: 2.6778 (2.5623) time: 0.8101 data: 0.0003 max mem: 44082
Epoch: [7] [ 200/1251] eta: 0:14:31 lr: 0.000010 loss: 2.7253 (2.5744) time: 0.8094 data: 0.0003 max mem: 44082
Epoch: [7] [ 210/1251] eta: 0:14:22 lr: 0.000010 loss: 2.7396 (2.5732) time: 0.8023 data: 0.0003 max mem: 44082
Epoch: [7] [ 220/1251] eta: 0:14:13 lr: 0.000010 loss: 2.5666 (2.5769) time: 0.8049 data: 0.0003 max mem: 44082
Epoch: [7] [ 230/1251] eta: 0:14:03 lr: 0.000010 loss: 2.6269 (2.5767) time: 0.8098 data: 0.0003 max mem: 44082
Epoch: [7] [ 240/1251] eta: 0:13:54 lr: 0.000010 loss: 2.6433 (2.5793) time: 0.8093 data: 0.0003 max mem: 44082
Epoch: [7] [ 250/1251] eta: 0:13:45 lr: 0.000010 loss: 2.6938 (2.5855) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [7] [ 260/1251] eta: 0:13:36 lr: 0.000010 loss: 2.6938 (2.5863) time: 0.8047 data: 0.0003 max mem: 44082
Epoch: [7] [ 270/1251] eta: 0:13:27 lr: 0.000010 loss: 2.6329 (2.5847) time: 0.8051 data: 0.0003 max mem: 44082
Epoch: [7] [ 280/1251] eta: 0:13:18 lr: 0.000010 loss: 2.5178 (2.5763) time: 0.8013 data: 0.0003 max mem: 44082
Epoch: [7] [ 290/1251] eta: 0:13:10 lr: 0.000010 loss: 2.5058 (2.5744) time: 0.8079 data: 0.0003 max mem: 44082
Epoch: [7] [ 300/1251] eta: 0:13:01 lr: 0.000010 loss: 2.6663 (2.5722) time: 0.8099 data: 0.0003 max mem: 44082
Epoch: [7] [ 310/1251] eta: 0:12:52 lr: 0.000010 loss: 2.6990 (2.5724) time: 0.8081 data: 0.0003 max mem: 44082
Epoch: [7] [ 320/1251] eta: 0:12:44 lr: 0.000010 loss: 2.7547 (2.5794) time: 0.8065 data: 0.0003 max mem: 44082
Epoch: [7] [ 330/1251] eta: 0:12:35 lr: 0.000010 loss: 2.8340 (2.5844) time: 0.8053 data: 0.0003 max mem: 44082
Epoch: [7] [ 340/1251] eta: 0:12:26 lr: 0.000010 loss: 2.6082 (2.5832) time: 0.8041 data: 0.0003 max mem: 44082
Epoch: [7] [ 350/1251] eta: 0:12:18 lr: 0.000010 loss: 2.5621 (2.5836) time: 0.8045 data: 0.0003 max mem: 44082
Epoch: [7] [ 360/1251] eta: 0:12:09 lr: 0.000010 loss: 2.6806 (2.5811) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [7] [ 370/1251] eta: 0:12:01 lr: 0.000010 loss: 2.5850 (2.5825) time: 0.8061 data: 0.0003 max mem: 44082
Epoch: [7] [ 380/1251] eta: 0:11:52 lr: 0.000010 loss: 2.5094 (2.5825) time: 0.8076 data: 0.0003 max mem: 44082
Epoch: [7] [ 390/1251] eta: 0:11:44 lr: 0.000010 loss: 2.6195 (2.5871) time: 0.8039 data: 0.0003 max mem: 44082
Epoch: [7] [ 400/1251] eta: 0:11:35 lr: 0.000010 loss: 2.5924 (2.5831) time: 0.8012 data: 0.0003 max mem: 44082
Epoch: [7] [ 410/1251] eta: 0:11:27 lr: 0.000010 loss: 2.4921 (2.5843) time: 0.8036 data: 0.0003 max mem: 44082
Epoch: [7] [ 420/1251] eta: 0:11:19 lr: 0.000010 loss: 2.6862 (2.5870) time: 0.8085 data: 0.0003 max mem: 44082
Epoch: [7] [ 430/1251] eta: 0:11:10 lr: 0.000010 loss: 2.5784 (2.5859) time: 0.8083 data: 0.0003 max mem: 44082
Epoch: [7] [ 440/1251] eta: 0:11:02 lr: 0.000010 loss: 2.4931 (2.5805) time: 0.8029 data: 0.0003 max mem: 44082
Epoch: [7] [ 450/1251] eta: 0:10:53 lr: 0.000010 loss: 2.4597 (2.5797) time: 0.8052 data: 0.0003 max mem: 44082
Epoch: [7] [ 460/1251] eta: 0:10:45 lr: 0.000010 loss: 2.4597 (2.5771) time: 0.8056 data: 0.0003 max mem: 44082
Epoch: [7] [ 470/1251] eta: 0:10:37 lr: 0.000010 loss: 2.5728 (2.5779) time: 0.8032 data: 0.0003 max mem: 44082