-
Notifications
You must be signed in to change notification settings - Fork 76
/
mask_rcnn_1x_nextvit_small.log
2458 lines (2422 loc) · 499 KB
/
mask_rcnn_1x_nextvit_small.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
2022-07-30 20:45:00,461 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs
2022-07-30 20:45:20,632 - mmdet - INFO - Epoch [1][50/7330] lr: 9.800e-06, eta: 9:50:50, time: 0.403, data_time: 0.101, memory: 6657, loss_rpn_cls: 0.6683, loss_rpn_bbox: 0.1107, loss_cls: 2.3322, acc: 64.3447, loss_bbox: 0.0392, loss_mask: 1.0165, loss: 4.1668
2022-07-30 20:45:36,020 - mmdet - INFO - Epoch [1][100/7330] lr: 1.980e-05, eta: 8:40:35, time: 0.308, data_time: 0.035, memory: 6887, loss_rpn_cls: 0.3855, loss_rpn_bbox: 0.1087, loss_cls: 0.4574, acc: 95.3411, loss_bbox: 0.1455, loss_mask: 0.7644, loss: 1.8615
2022-07-30 20:45:50,559 - mmdet - INFO - Epoch [1][150/7330] lr: 2.980e-05, eta: 8:08:41, time: 0.291, data_time: 0.027, memory: 6973, loss_rpn_cls: 0.2294, loss_rpn_bbox: 0.1005, loss_cls: 0.4299, acc: 93.6719, loss_bbox: 0.2164, loss_mask: 0.6978, loss: 1.6740
2022-07-30 20:46:05,094 - mmdet - INFO - Epoch [1][200/7330] lr: 3.980e-05, eta: 7:52:37, time: 0.291, data_time: 0.026, memory: 6999, loss_rpn_cls: 0.1679, loss_rpn_bbox: 0.0942, loss_cls: 0.4192, acc: 93.2510, loss_bbox: 0.2365, loss_mask: 0.6637, loss: 1.5815
2022-07-30 20:46:19,653 - mmdet - INFO - Epoch [1][250/7330] lr: 4.980e-05, eta: 7:43:00, time: 0.291, data_time: 0.025, memory: 7169, loss_rpn_cls: 0.1221, loss_rpn_bbox: 0.0934, loss_cls: 0.4871, acc: 91.7671, loss_bbox: 0.3018, loss_mask: 0.6340, loss: 1.6384
2022-07-30 20:46:33,723 - mmdet - INFO - Epoch [1][300/7330] lr: 5.980e-05, eta: 7:34:08, time: 0.281, data_time: 0.024, memory: 7169, loss_rpn_cls: 0.1092, loss_rpn_bbox: 0.0911, loss_cls: 0.4649, acc: 91.4551, loss_bbox: 0.3123, loss_mask: 0.5815, loss: 1.5590
2022-07-30 20:46:48,216 - mmdet - INFO - Epoch [1][350/7330] lr: 6.980e-05, eta: 7:29:30, time: 0.290, data_time: 0.019, memory: 7199, loss_rpn_cls: 0.0999, loss_rpn_bbox: 0.0909, loss_cls: 0.4870, acc: 90.7649, loss_bbox: 0.3419, loss_mask: 0.5536, loss: 1.5734
2022-07-30 20:47:02,600 - mmdet - INFO - Epoch [1][400/7330] lr: 7.980e-05, eta: 7:25:34, time: 0.288, data_time: 0.024, memory: 7199, loss_rpn_cls: 0.0964, loss_rpn_bbox: 0.0888, loss_cls: 0.4846, acc: 90.2732, loss_bbox: 0.3549, loss_mask: 0.5183, loss: 1.5429
2022-07-30 20:47:16,916 - mmdet - INFO - Epoch [1][450/7330] lr: 8.980e-05, eta: 7:22:13, time: 0.286, data_time: 0.022, memory: 7199, loss_rpn_cls: 0.0882, loss_rpn_bbox: 0.0889, loss_cls: 0.4643, acc: 90.1379, loss_bbox: 0.3547, loss_mask: 0.4995, loss: 1.4955
2022-07-30 20:47:31,204 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 7:19:26, time: 0.286, data_time: 0.023, memory: 7226, loss_rpn_cls: 0.0925, loss_rpn_bbox: 0.0916, loss_cls: 0.4416, acc: 90.1370, loss_bbox: 0.3494, loss_mask: 0.4779, loss: 1.4530
2022-07-30 20:47:45,820 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 7:17:58, time: 0.292, data_time: 0.029, memory: 7226, loss_rpn_cls: 0.0805, loss_rpn_bbox: 0.0800, loss_cls: 0.4392, acc: 89.6704, loss_bbox: 0.3608, loss_mask: 0.4589, loss: 1.4195
2022-07-30 20:48:00,202 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 7:16:08, time: 0.288, data_time: 0.020, memory: 7226, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0848, loss_cls: 0.4341, acc: 89.4597, loss_bbox: 0.3710, loss_mask: 0.4449, loss: 1.4133
2022-07-30 20:48:14,673 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 7:14:45, time: 0.289, data_time: 0.024, memory: 7226, loss_rpn_cls: 0.0749, loss_rpn_bbox: 0.0796, loss_cls: 0.3979, acc: 89.8723, loss_bbox: 0.3545, loss_mask: 0.4234, loss: 1.3304
2022-07-30 20:48:28,602 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 7:12:24, time: 0.279, data_time: 0.026, memory: 7226, loss_rpn_cls: 0.0673, loss_rpn_bbox: 0.0762, loss_cls: 0.3883, acc: 89.7991, loss_bbox: 0.3588, loss_mask: 0.4227, loss: 1.3133
2022-07-30 20:48:42,635 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 7:10:32, time: 0.281, data_time: 0.023, memory: 7226, loss_rpn_cls: 0.0755, loss_rpn_bbox: 0.0839, loss_cls: 0.3943, acc: 89.2483, loss_bbox: 0.3789, loss_mask: 0.4088, loss: 1.3415
2022-07-30 20:48:57,311 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 7:10:03, time: 0.294, data_time: 0.025, memory: 7226, loss_rpn_cls: 0.0744, loss_rpn_bbox: 0.0841, loss_cls: 0.3755, acc: 89.5208, loss_bbox: 0.3686, loss_mask: 0.4102, loss: 1.3127
2022-07-30 20:49:11,264 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 7:08:21, time: 0.279, data_time: 0.025, memory: 7226, loss_rpn_cls: 0.0663, loss_rpn_bbox: 0.0759, loss_cls: 0.3651, acc: 90.0806, loss_bbox: 0.3421, loss_mask: 0.3941, loss: 1.2435
2022-07-30 20:49:25,101 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 7:06:38, time: 0.277, data_time: 0.027, memory: 7226, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0745, loss_cls: 0.3539, acc: 89.8503, loss_bbox: 0.3511, loss_mask: 0.3828, loss: 1.2250
2022-07-30 20:49:39,215 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 7:05:29, time: 0.282, data_time: 0.022, memory: 7226, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0751, loss_cls: 0.3671, acc: 89.8054, loss_bbox: 0.3548, loss_mask: 0.3936, loss: 1.2571
2022-07-30 20:49:53,530 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 20:49:53,530 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 7:04:44, time: 0.286, data_time: 0.022, memory: 7226, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0749, loss_cls: 0.3582, acc: 89.6841, loss_bbox: 0.3562, loss_mask: 0.3831, loss: 1.2360
2022-07-30 20:50:07,250 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 7:03:12, time: 0.274, data_time: 0.023, memory: 7226, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.0708, loss_cls: 0.3486, acc: 89.8259, loss_bbox: 0.3584, loss_mask: 0.3725, loss: 1.2121
2022-07-30 20:50:21,954 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 7:03:05, time: 0.294, data_time: 0.026, memory: 7226, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0743, loss_cls: 0.3520, acc: 89.4673, loss_bbox: 0.3597, loss_mask: 0.3655, loss: 1.2152
2022-07-30 20:50:36,419 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 7:02:39, time: 0.289, data_time: 0.029, memory: 7226, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0790, loss_cls: 0.3374, acc: 90.0801, loss_bbox: 0.3445, loss_mask: 0.3671, loss: 1.1912
2022-07-30 20:50:50,756 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 7:02:04, time: 0.287, data_time: 0.028, memory: 7226, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0717, loss_cls: 0.3352, acc: 90.1855, loss_bbox: 0.3397, loss_mask: 0.3732, loss: 1.1801
2022-07-30 20:51:05,265 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 7:01:44, time: 0.290, data_time: 0.026, memory: 7226, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0733, loss_cls: 0.3356, acc: 90.0979, loss_bbox: 0.3446, loss_mask: 0.3572, loss: 1.1731
2022-07-30 20:51:19,660 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 7:01:17, time: 0.288, data_time: 0.027, memory: 7226, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0714, loss_cls: 0.3270, acc: 90.1597, loss_bbox: 0.3351, loss_mask: 0.3565, loss: 1.1531
2022-07-30 20:51:33,929 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 7:00:42, time: 0.285, data_time: 0.030, memory: 7226, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0749, loss_cls: 0.3265, acc: 90.1582, loss_bbox: 0.3368, loss_mask: 0.3646, loss: 1.1666
2022-07-30 20:51:48,233 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 7:00:11, time: 0.286, data_time: 0.024, memory: 7226, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0731, loss_cls: 0.3305, acc: 90.0593, loss_bbox: 0.3374, loss_mask: 0.3577, loss: 1.1553
2022-07-30 20:52:02,808 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 6:59:57, time: 0.291, data_time: 0.032, memory: 7226, loss_rpn_cls: 0.0636, loss_rpn_bbox: 0.0743, loss_cls: 0.3139, acc: 90.2258, loss_bbox: 0.3356, loss_mask: 0.3407, loss: 1.1281
2022-07-30 20:52:16,702 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 6:59:03, time: 0.278, data_time: 0.023, memory: 7226, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0722, loss_cls: 0.3251, acc: 90.0750, loss_bbox: 0.3339, loss_mask: 0.3487, loss: 1.1362
2022-07-30 20:52:31,290 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 6:58:52, time: 0.292, data_time: 0.022, memory: 7226, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0744, loss_cls: 0.3328, acc: 89.8877, loss_bbox: 0.3432, loss_mask: 0.3573, loss: 1.1660
2022-07-30 20:52:46,001 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 6:58:46, time: 0.294, data_time: 0.023, memory: 7226, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0721, loss_cls: 0.3176, acc: 90.2791, loss_bbox: 0.3283, loss_mask: 0.3524, loss: 1.1283
2022-07-30 20:52:59,594 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 6:57:42, time: 0.272, data_time: 0.021, memory: 7226, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0703, loss_cls: 0.2995, acc: 90.5737, loss_bbox: 0.3233, loss_mask: 0.3424, loss: 1.0900
2022-07-30 20:53:13,425 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 6:56:52, time: 0.277, data_time: 0.021, memory: 7226, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0652, loss_cls: 0.3053, acc: 90.7341, loss_bbox: 0.3157, loss_mask: 0.3371, loss: 1.0796
2022-07-30 20:53:27,342 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 6:56:09, time: 0.278, data_time: 0.025, memory: 7226, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0699, loss_cls: 0.3185, acc: 90.2380, loss_bbox: 0.3316, loss_mask: 0.3415, loss: 1.1179
2022-07-30 20:53:41,635 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 6:55:46, time: 0.286, data_time: 0.023, memory: 7226, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0730, loss_cls: 0.3272, acc: 89.7437, loss_bbox: 0.3471, loss_mask: 0.3398, loss: 1.1457
2022-07-30 20:53:55,817 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 6:55:17, time: 0.284, data_time: 0.024, memory: 7226, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0704, loss_cls: 0.3127, acc: 90.2820, loss_bbox: 0.3320, loss_mask: 0.3421, loss: 1.1108
2022-07-30 20:54:10,055 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 6:54:52, time: 0.285, data_time: 0.030, memory: 7226, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0703, loss_cls: 0.3155, acc: 90.2524, loss_bbox: 0.3302, loss_mask: 0.3425, loss: 1.1145
2022-07-30 20:54:24,569 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 6:54:40, time: 0.290, data_time: 0.023, memory: 7226, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0703, loss_cls: 0.3168, acc: 90.1770, loss_bbox: 0.3314, loss_mask: 0.3341, loss: 1.1065
2022-07-30 20:54:38,857 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 20:54:38,858 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 6:54:18, time: 0.286, data_time: 0.018, memory: 7226, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0699, loss_cls: 0.3100, acc: 90.4465, loss_bbox: 0.3255, loss_mask: 0.3377, loss: 1.1005
2022-07-30 20:54:52,736 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 6:53:39, time: 0.277, data_time: 0.024, memory: 7226, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0675, loss_cls: 0.3002, acc: 90.6946, loss_bbox: 0.3187, loss_mask: 0.3359, loss: 1.0747
2022-07-30 20:55:06,432 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 6:52:54, time: 0.274, data_time: 0.021, memory: 7226, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0690, loss_cls: 0.2914, acc: 90.9043, loss_bbox: 0.3143, loss_mask: 0.3297, loss: 1.0592
2022-07-30 20:55:20,784 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 6:52:37, time: 0.287, data_time: 0.024, memory: 7226, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0700, loss_cls: 0.3025, acc: 90.5989, loss_bbox: 0.3198, loss_mask: 0.3268, loss: 1.0767
2022-07-30 20:55:34,825 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 6:52:07, time: 0.281, data_time: 0.021, memory: 7226, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0723, loss_cls: 0.3043, acc: 90.5552, loss_bbox: 0.3230, loss_mask: 0.3291, loss: 1.0886
2022-07-30 20:55:48,979 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 6:51:43, time: 0.283, data_time: 0.023, memory: 7226, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0686, loss_cls: 0.3020, acc: 90.3533, loss_bbox: 0.3238, loss_mask: 0.3254, loss: 1.0751
2022-07-30 20:56:03,265 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 6:51:24, time: 0.286, data_time: 0.021, memory: 7226, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0672, loss_cls: 0.2985, acc: 90.7612, loss_bbox: 0.3147, loss_mask: 0.3183, loss: 1.0480
2022-07-30 20:56:17,208 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 6:50:52, time: 0.279, data_time: 0.024, memory: 7226, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0665, loss_cls: 0.3069, acc: 90.5203, loss_bbox: 0.3206, loss_mask: 0.3329, loss: 1.0794
2022-07-30 20:56:31,839 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 6:50:46, time: 0.293, data_time: 0.022, memory: 7226, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0675, loss_cls: 0.3057, acc: 90.3770, loss_bbox: 0.3242, loss_mask: 0.3244, loss: 1.0743
2022-07-30 20:56:45,826 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 6:50:17, time: 0.280, data_time: 0.021, memory: 7226, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0659, loss_cls: 0.3056, acc: 90.3914, loss_bbox: 0.3196, loss_mask: 0.3175, loss: 1.0597
2022-07-30 20:56:59,730 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 6:49:46, time: 0.278, data_time: 0.025, memory: 7226, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0705, loss_cls: 0.2938, acc: 90.6614, loss_bbox: 0.3152, loss_mask: 0.3350, loss: 1.0718
2022-07-30 20:57:14,071 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 6:49:30, time: 0.287, data_time: 0.024, memory: 7226, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0678, loss_cls: 0.2944, acc: 90.7559, loss_bbox: 0.3163, loss_mask: 0.3188, loss: 1.0488
2022-07-30 20:57:27,844 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 6:48:56, time: 0.275, data_time: 0.019, memory: 7227, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0644, loss_cls: 0.3004, acc: 90.4983, loss_bbox: 0.3195, loss_mask: 0.3193, loss: 1.0540
2022-07-30 20:57:42,038 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 6:48:36, time: 0.284, data_time: 0.028, memory: 7227, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0686, loss_cls: 0.2963, acc: 90.6106, loss_bbox: 0.3157, loss_mask: 0.3290, loss: 1.0604
2022-07-30 20:57:56,326 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 6:48:19, time: 0.286, data_time: 0.022, memory: 7227, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0651, loss_cls: 0.2961, acc: 90.5657, loss_bbox: 0.3103, loss_mask: 0.3256, loss: 1.0479
2022-07-30 20:58:10,595 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 6:48:01, time: 0.285, data_time: 0.023, memory: 7227, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0669, loss_cls: 0.2916, acc: 90.8428, loss_bbox: 0.3144, loss_mask: 0.3213, loss: 1.0481
2022-07-30 20:58:24,566 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 6:47:35, time: 0.279, data_time: 0.029, memory: 7227, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0647, loss_cls: 0.2894, acc: 90.9175, loss_bbox: 0.3108, loss_mask: 0.3195, loss: 1.0345
2022-07-30 20:58:38,457 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 6:47:07, time: 0.278, data_time: 0.023, memory: 7227, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0656, loss_cls: 0.2913, acc: 90.7197, loss_bbox: 0.3163, loss_mask: 0.3255, loss: 1.0542
2022-07-30 20:58:52,622 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 6:46:47, time: 0.283, data_time: 0.021, memory: 7227, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0650, loss_cls: 0.2805, acc: 90.8828, loss_bbox: 0.3113, loss_mask: 0.3135, loss: 1.0213
2022-07-30 20:59:06,496 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 6:46:19, time: 0.277, data_time: 0.022, memory: 7227, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0651, loss_cls: 0.2828, acc: 91.0020, loss_bbox: 0.3022, loss_mask: 0.3078, loss: 1.0098
2022-07-30 20:59:21,127 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 20:59:21,127 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 6:46:13, time: 0.293, data_time: 0.025, memory: 7227, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0708, loss_cls: 0.2985, acc: 90.3523, loss_bbox: 0.3257, loss_mask: 0.3112, loss: 1.0616
2022-07-30 20:59:35,273 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 6:45:53, time: 0.283, data_time: 0.020, memory: 7227, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0650, loss_cls: 0.2757, acc: 91.2119, loss_bbox: 0.3013, loss_mask: 0.3063, loss: 1.0013
2022-07-30 20:59:49,478 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 6:45:35, time: 0.284, data_time: 0.029, memory: 7227, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0683, loss_cls: 0.2897, acc: 90.6140, loss_bbox: 0.3170, loss_mask: 0.3146, loss: 1.0454
2022-07-30 21:00:04,010 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 6:45:26, time: 0.291, data_time: 0.026, memory: 7227, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0637, loss_cls: 0.2863, acc: 90.7817, loss_bbox: 0.3136, loss_mask: 0.3184, loss: 1.0311
2022-07-30 21:00:18,254 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 6:45:09, time: 0.285, data_time: 0.024, memory: 7227, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0707, loss_cls: 0.2941, acc: 90.4099, loss_bbox: 0.3222, loss_mask: 0.3084, loss: 1.0471
2022-07-30 21:00:32,705 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 6:44:57, time: 0.289, data_time: 0.030, memory: 7227, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0633, loss_cls: 0.2853, acc: 91.0881, loss_bbox: 0.3041, loss_mask: 0.3111, loss: 1.0149
2022-07-30 21:00:46,736 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 6:44:35, time: 0.281, data_time: 0.023, memory: 7227, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0656, loss_cls: 0.2978, acc: 90.4758, loss_bbox: 0.3245, loss_mask: 0.3148, loss: 1.0557
2022-07-30 21:01:00,543 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 6:44:07, time: 0.276, data_time: 0.020, memory: 7227, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0657, loss_cls: 0.2889, acc: 90.7114, loss_bbox: 0.3154, loss_mask: 0.3147, loss: 1.0314
2022-07-30 21:01:14,585 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 6:43:46, time: 0.281, data_time: 0.028, memory: 7227, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0642, loss_cls: 0.2815, acc: 90.9893, loss_bbox: 0.3048, loss_mask: 0.3035, loss: 1.0037
2022-07-30 21:01:28,310 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 6:43:17, time: 0.274, data_time: 0.021, memory: 7227, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0627, loss_cls: 0.2912, acc: 90.5835, loss_bbox: 0.3201, loss_mask: 0.3169, loss: 1.0369
2022-07-30 21:01:42,527 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 6:43:00, time: 0.284, data_time: 0.021, memory: 7227, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0645, loss_cls: 0.2878, acc: 90.7722, loss_bbox: 0.3118, loss_mask: 0.3158, loss: 1.0275
2022-07-30 21:01:57,196 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 6:42:54, time: 0.293, data_time: 0.029, memory: 7227, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0667, loss_cls: 0.2927, acc: 90.4075, loss_bbox: 0.3259, loss_mask: 0.3110, loss: 1.0482
2022-07-30 21:02:11,327 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 6:42:36, time: 0.283, data_time: 0.021, memory: 7227, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0638, loss_cls: 0.2877, acc: 90.8762, loss_bbox: 0.3061, loss_mask: 0.3087, loss: 1.0123
2022-07-30 21:02:25,743 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 6:42:23, time: 0.288, data_time: 0.026, memory: 7227, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0683, loss_cls: 0.2802, acc: 90.7676, loss_bbox: 0.3085, loss_mask: 0.3053, loss: 1.0109
2022-07-30 21:02:39,785 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 6:42:03, time: 0.281, data_time: 0.026, memory: 7227, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0657, loss_cls: 0.2973, acc: 90.3818, loss_bbox: 0.3260, loss_mask: 0.3110, loss: 1.0501
2022-07-30 21:02:54,055 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 6:41:48, time: 0.285, data_time: 0.026, memory: 7227, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0634, loss_cls: 0.2811, acc: 90.9478, loss_bbox: 0.3033, loss_mask: 0.3062, loss: 1.0043
2022-07-30 21:03:08,396 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 6:41:34, time: 0.287, data_time: 0.024, memory: 7227, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0645, loss_cls: 0.2798, acc: 91.1548, loss_bbox: 0.2965, loss_mask: 0.3029, loss: 0.9949
2022-07-30 21:03:22,287 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 6:41:10, time: 0.278, data_time: 0.026, memory: 7227, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0622, loss_cls: 0.2834, acc: 90.9746, loss_bbox: 0.3058, loss_mask: 0.2991, loss: 1.0000
2022-07-30 21:03:36,368 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 6:40:51, time: 0.282, data_time: 0.026, memory: 7227, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0644, loss_cls: 0.2933, acc: 90.5474, loss_bbox: 0.3231, loss_mask: 0.3046, loss: 1.0337
2022-07-30 21:03:50,702 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 6:40:37, time: 0.287, data_time: 0.026, memory: 7227, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0667, loss_cls: 0.2872, acc: 90.7668, loss_bbox: 0.3114, loss_mask: 0.3100, loss: 1.0244
2022-07-30 21:04:04,736 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 21:04:04,736 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 6:40:17, time: 0.281, data_time: 0.025, memory: 7227, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0668, loss_cls: 0.2979, acc: 90.4768, loss_bbox: 0.3191, loss_mask: 0.3088, loss: 1.0406
2022-07-30 21:04:19,179 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 6:40:06, time: 0.289, data_time: 0.026, memory: 7227, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0668, loss_cls: 0.2881, acc: 90.8083, loss_bbox: 0.3105, loss_mask: 0.3059, loss: 1.0202
2022-07-30 21:04:32,883 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 6:39:39, time: 0.274, data_time: 0.023, memory: 7227, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0610, loss_cls: 0.2865, acc: 90.8572, loss_bbox: 0.3074, loss_mask: 0.3043, loss: 1.0016
2022-07-30 21:04:46,779 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 6:39:17, time: 0.278, data_time: 0.024, memory: 7227, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0681, loss_cls: 0.2808, acc: 90.8062, loss_bbox: 0.3101, loss_mask: 0.2984, loss: 1.0062
2022-07-30 21:05:01,433 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 6:39:10, time: 0.293, data_time: 0.027, memory: 7227, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0678, loss_cls: 0.2897, acc: 90.4348, loss_bbox: 0.3294, loss_mask: 0.3049, loss: 1.0437
2022-07-30 21:05:15,714 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 6:38:55, time: 0.286, data_time: 0.023, memory: 7227, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0642, loss_cls: 0.2852, acc: 90.6917, loss_bbox: 0.3147, loss_mask: 0.3003, loss: 1.0154
2022-07-30 21:05:29,611 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 6:38:33, time: 0.278, data_time: 0.026, memory: 7227, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0632, loss_cls: 0.2888, acc: 90.9138, loss_bbox: 0.3120, loss_mask: 0.2998, loss: 1.0093
2022-07-30 21:05:43,942 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 6:38:19, time: 0.287, data_time: 0.022, memory: 7227, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0646, loss_cls: 0.2833, acc: 90.8784, loss_bbox: 0.3069, loss_mask: 0.3047, loss: 1.0080
2022-07-30 21:05:58,174 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 6:38:04, time: 0.285, data_time: 0.022, memory: 7227, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0652, loss_cls: 0.2843, acc: 90.7930, loss_bbox: 0.3099, loss_mask: 0.2999, loss: 1.0069
2022-07-30 21:06:12,899 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 6:37:58, time: 0.294, data_time: 0.027, memory: 7227, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0640, loss_cls: 0.2716, acc: 91.0850, loss_bbox: 0.3061, loss_mask: 0.2984, loss: 0.9892
2022-07-30 21:06:26,876 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 6:37:38, time: 0.280, data_time: 0.023, memory: 7227, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0640, loss_cls: 0.2799, acc: 90.8975, loss_bbox: 0.3065, loss_mask: 0.2977, loss: 0.9975
2022-07-30 21:06:40,533 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 6:37:12, time: 0.273, data_time: 0.020, memory: 7227, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0580, loss_cls: 0.2700, acc: 91.2979, loss_bbox: 0.2931, loss_mask: 0.2888, loss: 0.9563
2022-07-30 21:06:54,677 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 6:36:55, time: 0.283, data_time: 0.027, memory: 7227, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0608, loss_cls: 0.2785, acc: 90.8779, loss_bbox: 0.3051, loss_mask: 0.2934, loss: 0.9828
2022-07-30 21:07:09,103 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 6:36:43, time: 0.289, data_time: 0.025, memory: 7227, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0643, loss_cls: 0.2615, acc: 91.2732, loss_bbox: 0.3026, loss_mask: 0.3005, loss: 0.9736
2022-07-30 21:07:23,128 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 6:36:24, time: 0.281, data_time: 0.021, memory: 7227, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0599, loss_cls: 0.2624, acc: 91.4377, loss_bbox: 0.2897, loss_mask: 0.2922, loss: 0.9522
2022-07-30 21:07:37,035 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 6:36:03, time: 0.278, data_time: 0.026, memory: 7227, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0616, loss_cls: 0.2681, acc: 91.1963, loss_bbox: 0.2979, loss_mask: 0.2930, loss: 0.9695
2022-07-30 21:07:50,983 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 6:35:43, time: 0.279, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0607, loss_cls: 0.2706, acc: 91.0608, loss_bbox: 0.3088, loss_mask: 0.2915, loss: 0.9794
2022-07-30 21:08:05,399 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 6:35:31, time: 0.288, data_time: 0.024, memory: 7229, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0626, loss_cls: 0.2728, acc: 91.1125, loss_bbox: 0.3012, loss_mask: 0.2950, loss: 0.9782
2022-07-30 21:08:19,221 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 6:35:09, time: 0.277, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0577, loss_cls: 0.2719, acc: 91.2224, loss_bbox: 0.3008, loss_mask: 0.2888, loss: 0.9625
2022-07-30 21:08:33,705 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 6:34:59, time: 0.290, data_time: 0.026, memory: 7229, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0653, loss_cls: 0.2912, acc: 90.4812, loss_bbox: 0.3232, loss_mask: 0.3030, loss: 1.0315
2022-07-30 21:08:48,247 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 21:08:48,247 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 6:34:49, time: 0.291, data_time: 0.025, memory: 7229, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0645, loss_cls: 0.2789, acc: 90.8867, loss_bbox: 0.3145, loss_mask: 0.3006, loss: 1.0093
2022-07-30 21:09:02,837 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 6:34:40, time: 0.292, data_time: 0.030, memory: 7229, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0594, loss_cls: 0.2709, acc: 91.1731, loss_bbox: 0.2997, loss_mask: 0.2861, loss: 0.9612
2022-07-30 21:09:16,828 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 6:34:21, time: 0.280, data_time: 0.021, memory: 7229, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0646, loss_cls: 0.2865, acc: 90.7236, loss_bbox: 0.3070, loss_mask: 0.3006, loss: 1.0071
2022-07-30 21:09:31,340 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 6:34:10, time: 0.290, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0652, loss_cls: 0.2784, acc: 90.7466, loss_bbox: 0.3168, loss_mask: 0.3050, loss: 1.0102
2022-07-30 21:09:45,413 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 6:33:53, time: 0.281, data_time: 0.030, memory: 7229, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0598, loss_cls: 0.2690, acc: 91.1128, loss_bbox: 0.3012, loss_mask: 0.2906, loss: 0.9644
2022-07-30 21:09:59,548 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 6:33:36, time: 0.283, data_time: 0.026, memory: 7229, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0637, loss_cls: 0.2759, acc: 90.9885, loss_bbox: 0.3022, loss_mask: 0.2944, loss: 0.9829
2022-07-30 21:10:13,895 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 6:33:23, time: 0.287, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0604, loss_cls: 0.2764, acc: 91.0796, loss_bbox: 0.3051, loss_mask: 0.2959, loss: 0.9819
2022-07-30 21:10:28,554 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 6:33:14, time: 0.293, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0610, loss_cls: 0.2831, acc: 90.7935, loss_bbox: 0.3072, loss_mask: 0.2929, loss: 0.9910
2022-07-30 21:10:42,481 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 6:32:55, time: 0.279, data_time: 0.024, memory: 7229, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0606, loss_cls: 0.2610, acc: 91.4539, loss_bbox: 0.2881, loss_mask: 0.2870, loss: 0.9414
2022-07-30 21:10:56,687 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 6:32:39, time: 0.284, data_time: 0.026, memory: 7229, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0570, loss_cls: 0.2635, acc: 91.3516, loss_bbox: 0.2921, loss_mask: 0.2907, loss: 0.9436
2022-07-30 21:11:10,616 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 6:32:20, time: 0.279, data_time: 0.025, memory: 7229, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0634, loss_cls: 0.2870, acc: 90.7444, loss_bbox: 0.3127, loss_mask: 0.2988, loss: 1.0051
2022-07-30 21:11:24,380 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 6:31:58, time: 0.275, data_time: 0.022, memory: 7229, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0672, loss_cls: 0.2746, acc: 90.9412, loss_bbox: 0.3000, loss_mask: 0.2923, loss: 0.9848
2022-07-30 21:11:38,351 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 6:31:39, time: 0.279, data_time: 0.021, memory: 7229, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0620, loss_cls: 0.2698, acc: 91.2390, loss_bbox: 0.2937, loss_mask: 0.2919, loss: 0.9630
2022-07-30 21:11:52,592 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 6:31:25, time: 0.285, data_time: 0.028, memory: 7229, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0650, loss_cls: 0.2825, acc: 90.7493, loss_bbox: 0.3098, loss_mask: 0.3015, loss: 1.0070
2022-07-30 21:12:06,761 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 6:31:09, time: 0.283, data_time: 0.025, memory: 7229, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0639, loss_cls: 0.2728, acc: 91.1472, loss_bbox: 0.2984, loss_mask: 0.3032, loss: 0.9850
2022-07-30 21:12:21,102 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 6:30:56, time: 0.287, data_time: 0.026, memory: 7229, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0607, loss_cls: 0.2715, acc: 90.9260, loss_bbox: 0.2982, loss_mask: 0.2939, loss: 0.9689
2022-07-30 21:12:35,338 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 6:30:41, time: 0.285, data_time: 0.029, memory: 7229, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0622, loss_cls: 0.2719, acc: 91.1160, loss_bbox: 0.2999, loss_mask: 0.2957, loss: 0.9731
2022-07-30 21:12:49,741 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 6:30:29, time: 0.288, data_time: 0.021, memory: 7229, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0626, loss_cls: 0.2706, acc: 91.0925, loss_bbox: 0.3019, loss_mask: 0.2928, loss: 0.9754
2022-07-30 21:13:04,253 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 6:30:18, time: 0.290, data_time: 0.033, memory: 7229, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0607, loss_cls: 0.2736, acc: 90.8765, loss_bbox: 0.3075, loss_mask: 0.2904, loss: 0.9793
2022-07-30 21:13:18,145 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 6:29:58, time: 0.278, data_time: 0.025, memory: 7229, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0598, loss_cls: 0.2650, acc: 91.3457, loss_bbox: 0.2888, loss_mask: 0.2878, loss: 0.9439
2022-07-30 21:13:32,304 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 21:13:32,304 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 6:29:43, time: 0.283, data_time: 0.029, memory: 7229, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0583, loss_cls: 0.2607, acc: 91.4753, loss_bbox: 0.2854, loss_mask: 0.2958, loss: 0.9423
2022-07-30 21:13:46,512 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 6:29:28, time: 0.284, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0659, loss_cls: 0.2766, acc: 90.9387, loss_bbox: 0.3052, loss_mask: 0.2932, loss: 0.9888
2022-07-30 21:14:00,791 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 6:29:14, time: 0.286, data_time: 0.026, memory: 7229, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0594, loss_cls: 0.2694, acc: 91.2568, loss_bbox: 0.2965, loss_mask: 0.2879, loss: 0.9593
2022-07-30 21:14:15,029 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 6:28:59, time: 0.285, data_time: 0.022, memory: 7229, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0652, loss_cls: 0.2803, acc: 90.8345, loss_bbox: 0.3122, loss_mask: 0.2933, loss: 0.9998
2022-07-30 21:14:29,186 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 6:28:43, time: 0.283, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0644, loss_cls: 0.2664, acc: 91.2185, loss_bbox: 0.2924, loss_mask: 0.2879, loss: 0.9549
2022-07-30 21:14:43,143 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 6:28:25, time: 0.279, data_time: 0.024, memory: 7229, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0612, loss_cls: 0.2701, acc: 91.0193, loss_bbox: 0.2988, loss_mask: 0.2865, loss: 0.9627
2022-07-30 21:14:57,283 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 6:28:09, time: 0.283, data_time: 0.025, memory: 7229, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0595, loss_cls: 0.2694, acc: 91.1501, loss_bbox: 0.2936, loss_mask: 0.2903, loss: 0.9597
2022-07-30 21:15:11,713 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 6:27:57, time: 0.289, data_time: 0.024, memory: 7229, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0636, loss_cls: 0.2775, acc: 90.7959, loss_bbox: 0.3075, loss_mask: 0.2850, loss: 0.9801
2022-07-30 21:15:25,952 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 6:27:43, time: 0.285, data_time: 0.025, memory: 7229, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0633, loss_cls: 0.2732, acc: 91.1135, loss_bbox: 0.2980, loss_mask: 0.2928, loss: 0.9740
2022-07-30 21:15:39,555 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 6:27:20, time: 0.272, data_time: 0.022, memory: 7229, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0608, loss_cls: 0.2795, acc: 90.8157, loss_bbox: 0.3068, loss_mask: 0.2905, loss: 0.9795
2022-07-30 21:15:53,916 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 6:27:07, time: 0.287, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0678, loss_cls: 0.2779, acc: 90.8179, loss_bbox: 0.3092, loss_mask: 0.2922, loss: 0.9931
2022-07-30 21:16:07,994 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 6:26:51, time: 0.282, data_time: 0.024, memory: 7229, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0569, loss_cls: 0.2719, acc: 91.1301, loss_bbox: 0.2918, loss_mask: 0.2797, loss: 0.9411
2022-07-30 21:16:22,065 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 6:26:34, time: 0.281, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0590, loss_cls: 0.2634, acc: 91.4109, loss_bbox: 0.2917, loss_mask: 0.2871, loss: 0.9409
2022-07-30 21:16:35,885 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 6:26:14, time: 0.276, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0614, loss_cls: 0.2718, acc: 91.0676, loss_bbox: 0.2972, loss_mask: 0.2962, loss: 0.9725
2022-07-30 21:16:49,590 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 6:25:54, time: 0.274, data_time: 0.023, memory: 7229, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0602, loss_cls: 0.2783, acc: 90.8301, loss_bbox: 0.3082, loss_mask: 0.2927, loss: 0.9824
2022-07-30 21:17:03,372 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 6:25:34, time: 0.276, data_time: 0.024, memory: 7229, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0597, loss_cls: 0.2715, acc: 91.1084, loss_bbox: 0.2897, loss_mask: 0.2824, loss: 0.9459
2022-07-30 21:17:17,663 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 6:25:20, time: 0.286, data_time: 0.022, memory: 7229, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0589, loss_cls: 0.2623, acc: 91.3711, loss_bbox: 0.2893, loss_mask: 0.2861, loss: 0.9390
2022-07-30 21:17:31,671 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 6:25:03, time: 0.280, data_time: 0.026, memory: 7229, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0608, loss_cls: 0.2641, acc: 91.2593, loss_bbox: 0.2931, loss_mask: 0.2855, loss: 0.9482
2022-07-30 21:17:45,849 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 6:24:48, time: 0.284, data_time: 0.025, memory: 7229, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0593, loss_cls: 0.2495, acc: 91.5742, loss_bbox: 0.2845, loss_mask: 0.2842, loss: 0.9211
2022-07-30 21:17:59,911 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 6:24:32, time: 0.281, data_time: 0.021, memory: 7229, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0555, loss_cls: 0.2378, acc: 92.2561, loss_bbox: 0.2625, loss_mask: 0.2762, loss: 0.8712
2022-07-30 21:18:14,057 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 21:18:14,058 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 6:24:16, time: 0.283, data_time: 0.028, memory: 7229, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0627, loss_cls: 0.2736, acc: 90.9966, loss_bbox: 0.2992, loss_mask: 0.2948, loss: 0.9781
2022-07-30 21:18:27,962 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 6:23:58, time: 0.278, data_time: 0.020, memory: 7229, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0595, loss_cls: 0.2595, acc: 91.5161, loss_bbox: 0.2883, loss_mask: 0.2838, loss: 0.9338
2022-07-30 21:18:42,738 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 6:23:50, time: 0.296, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0616, loss_cls: 0.2648, acc: 91.2542, loss_bbox: 0.2953, loss_mask: 0.2847, loss: 0.9541
2022-07-30 21:18:57,602 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 6:23:43, time: 0.297, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0607, loss_cls: 0.2736, acc: 91.0676, loss_bbox: 0.2983, loss_mask: 0.2848, loss: 0.9634
2022-07-30 21:19:11,449 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 6:23:24, time: 0.277, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0622, loss_cls: 0.2543, acc: 91.4788, loss_bbox: 0.2881, loss_mask: 0.2875, loss: 0.9343
2022-07-30 21:19:25,938 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 6:23:13, time: 0.290, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0610, loss_cls: 0.2712, acc: 91.0857, loss_bbox: 0.2981, loss_mask: 0.2898, loss: 0.9673
2022-07-30 21:19:39,684 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 6:22:53, time: 0.275, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0583, loss_cls: 0.2664, acc: 91.2112, loss_bbox: 0.2951, loss_mask: 0.2822, loss: 0.9442
2022-07-30 21:19:47,707 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-07-30 21:20:45,392 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=0.16s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=26.62s).
Accumulating evaluation results...
DONE (t=4.88s).
2022-07-30 21:21:17,662 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.300
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.536
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.303
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.180
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.333
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.392
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.451
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.451
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.283
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.577
2022-07-30 21:21:17,663 - mmdet - INFO - Evaluating segm...
/home/tiger/.local/lib/python3.7/site-packages/mmdet/datasets/coco.py:474: UserWarning: The key "bbox" is deleted for more accurate mask AP of small/medium/large instances since v2.12.0. This does not change the overall mAP calculation.
UserWarning)
Loading and preparing results...
DONE (t=1.63s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=29.87s).
Accumulating evaluation results...
/home/tiger/.local/lib/python3.7/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float)
DONE (t=4.94s).
2022-07-30 21:21:57,976 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.295
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.508
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.305
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.140
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.325
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.438
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.435
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.435
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.254
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.471
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.583
2022-07-30 21:21:58,614 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 21:21:58,614 - mmdet - INFO - Epoch(val) [1][625] bbox_mAP: 0.3000, bbox_mAP_50: 0.5360, bbox_mAP_75: 0.3030, bbox_mAP_s: 0.1800, bbox_mAP_m: 0.3330, bbox_mAP_l: 0.3920, bbox_mAP_copypaste: 0.300 0.536 0.303 0.180 0.333 0.392, segm_mAP: 0.2950, segm_mAP_50: 0.5080, segm_mAP_75: 0.3050, segm_mAP_s: 0.1400, segm_mAP_m: 0.3250, segm_mAP_l: 0.4380, segm_mAP_copypaste: 0.295 0.508 0.305 0.140 0.325 0.438
2022-07-30 21:22:16,183 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 6:21:33, time: 0.351, data_time: 0.102, memory: 7231, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0633, loss_cls: 0.2527, acc: 91.5952, loss_bbox: 0.2904, loss_mask: 0.2845, loss: 0.9322
2022-07-30 21:22:29,214 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 6:21:06, time: 0.261, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0542, loss_cls: 0.2420, acc: 91.9395, loss_bbox: 0.2745, loss_mask: 0.2749, loss: 0.8826
2022-07-30 21:22:42,671 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 6:20:44, time: 0.269, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0589, loss_cls: 0.2545, acc: 91.4241, loss_bbox: 0.2886, loss_mask: 0.2742, loss: 0.9159
2022-07-30 21:22:56,296 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 6:20:24, time: 0.272, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0583, loss_cls: 0.2465, acc: 91.6812, loss_bbox: 0.2829, loss_mask: 0.2751, loss: 0.9001
2022-07-30 21:23:09,666 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 6:20:01, time: 0.268, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0570, loss_cls: 0.2604, acc: 91.2969, loss_bbox: 0.2925, loss_mask: 0.2791, loss: 0.9273
2022-07-30 21:23:22,682 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 6:19:34, time: 0.260, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0589, loss_cls: 0.2501, acc: 91.4443, loss_bbox: 0.2908, loss_mask: 0.2777, loss: 0.9190
2022-07-30 21:23:36,376 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 6:19:15, time: 0.274, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0585, loss_cls: 0.2549, acc: 91.3025, loss_bbox: 0.2970, loss_mask: 0.2812, loss: 0.9299
2022-07-30 21:23:49,437 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 6:18:50, time: 0.261, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0565, loss_cls: 0.2352, acc: 91.9438, loss_bbox: 0.2777, loss_mask: 0.2742, loss: 0.8819
2022-07-30 21:24:02,895 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 6:18:28, time: 0.269, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0582, loss_cls: 0.2531, acc: 91.4304, loss_bbox: 0.2897, loss_mask: 0.2782, loss: 0.9189
2022-07-30 21:24:16,702 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 6:18:10, time: 0.276, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0602, loss_cls: 0.2528, acc: 91.5317, loss_bbox: 0.2872, loss_mask: 0.2779, loss: 0.9202
2022-07-30 21:24:30,385 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 6:17:51, time: 0.274, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0588, loss_cls: 0.2541, acc: 91.4968, loss_bbox: 0.2891, loss_mask: 0.2815, loss: 0.9231
2022-07-30 21:24:43,601 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 6:17:28, time: 0.264, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0576, loss_cls: 0.2440, acc: 91.7173, loss_bbox: 0.2814, loss_mask: 0.2749, loss: 0.8975
2022-07-30 21:24:57,165 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 6:17:08, time: 0.271, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0577, loss_cls: 0.2482, acc: 91.6240, loss_bbox: 0.2873, loss_mask: 0.2777, loss: 0.9098
2022-07-30 21:25:10,169 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 6:16:42, time: 0.260, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0575, loss_cls: 0.2519, acc: 91.4766, loss_bbox: 0.2877, loss_mask: 0.2744, loss: 0.9106
2022-07-30 21:25:23,515 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 6:16:20, time: 0.267, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0576, loss_cls: 0.2451, acc: 91.7563, loss_bbox: 0.2810, loss_mask: 0.2714, loss: 0.8958
2022-07-30 21:25:36,967 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 6:15:59, time: 0.269, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0570, loss_cls: 0.2440, acc: 91.6826, loss_bbox: 0.2832, loss_mask: 0.2740, loss: 0.8960
2022-07-30 21:25:49,956 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 6:15:34, time: 0.260, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0572, loss_cls: 0.2554, acc: 91.5635, loss_bbox: 0.2816, loss_mask: 0.2820, loss: 0.9166
2022-07-30 21:26:03,168 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 6:15:11, time: 0.264, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0595, loss_cls: 0.2425, acc: 91.8533, loss_bbox: 0.2794, loss_mask: 0.2701, loss: 0.8914
2022-07-30 21:26:16,668 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 6:14:51, time: 0.270, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0565, loss_cls: 0.2516, acc: 91.4958, loss_bbox: 0.2917, loss_mask: 0.2842, loss: 0.9234
2022-07-30 21:26:29,967 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 6:14:29, time: 0.266, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0603, loss_cls: 0.2535, acc: 91.4546, loss_bbox: 0.2884, loss_mask: 0.2809, loss: 0.9244
2022-07-30 21:26:43,231 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 6:14:07, time: 0.265, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0615, loss_cls: 0.2567, acc: 91.4087, loss_bbox: 0.2966, loss_mask: 0.2751, loss: 0.9289
2022-07-30 21:26:56,350 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 6:13:44, time: 0.262, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0553, loss_cls: 0.2392, acc: 91.7852, loss_bbox: 0.2781, loss_mask: 0.2650, loss: 0.8717
2022-07-30 21:27:09,616 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 6:13:22, time: 0.265, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0570, loss_cls: 0.2448, acc: 91.7415, loss_bbox: 0.2822, loss_mask: 0.2728, loss: 0.8977
2022-07-30 21:27:22,781 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 6:12:59, time: 0.263, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0565, loss_cls: 0.2473, acc: 91.8770, loss_bbox: 0.2790, loss_mask: 0.2766, loss: 0.8969
2022-07-30 21:27:36,338 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 6:12:40, time: 0.271, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0594, loss_cls: 0.2480, acc: 91.4524, loss_bbox: 0.2868, loss_mask: 0.2755, loss: 0.9089
2022-07-30 21:27:49,634 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 6:12:19, time: 0.266, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0574, loss_cls: 0.2585, acc: 91.3989, loss_bbox: 0.2840, loss_mask: 0.2769, loss: 0.9142
2022-07-30 21:28:02,817 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 6:11:56, time: 0.264, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0577, loss_cls: 0.2477, acc: 91.7278, loss_bbox: 0.2807, loss_mask: 0.2720, loss: 0.8977
2022-07-30 21:28:16,137 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 6:11:35, time: 0.266, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0594, loss_cls: 0.2494, acc: 91.7061, loss_bbox: 0.2786, loss_mask: 0.2753, loss: 0.8986
2022-07-30 21:28:29,103 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 6:11:11, time: 0.259, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0579, loss_cls: 0.2459, acc: 91.8245, loss_bbox: 0.2758, loss_mask: 0.2709, loss: 0.8869
2022-07-30 21:28:42,691 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 6:10:53, time: 0.272, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0601, loss_cls: 0.2503, acc: 91.5776, loss_bbox: 0.2841, loss_mask: 0.2702, loss: 0.9036
2022-07-30 21:28:56,139 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 6:10:33, time: 0.269, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0530, loss_cls: 0.2442, acc: 91.6816, loss_bbox: 0.2875, loss_mask: 0.2716, loss: 0.8919
2022-07-30 21:29:09,068 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 6:10:09, time: 0.259, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0565, loss_cls: 0.2405, acc: 91.8704, loss_bbox: 0.2753, loss_mask: 0.2806, loss: 0.8894
2022-07-30 21:29:22,231 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 6:09:48, time: 0.263, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0600, loss_cls: 0.2568, acc: 91.2566, loss_bbox: 0.2979, loss_mask: 0.2821, loss: 0.9360
2022-07-30 21:29:36,004 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 6:09:31, time: 0.275, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0581, loss_cls: 0.2525, acc: 91.4426, loss_bbox: 0.2893, loss_mask: 0.2800, loss: 0.9209
2022-07-30 21:29:49,329 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 6:09:11, time: 0.266, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0601, loss_cls: 0.2546, acc: 91.4185, loss_bbox: 0.2916, loss_mask: 0.2768, loss: 0.9253
2022-07-30 21:30:02,605 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 6:08:50, time: 0.266, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0592, loss_cls: 0.2561, acc: 91.5317, loss_bbox: 0.2820, loss_mask: 0.2734, loss: 0.9099
2022-07-30 21:30:16,026 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 6:08:31, time: 0.268, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0624, loss_cls: 0.2523, acc: 91.5417, loss_bbox: 0.2858, loss_mask: 0.2824, loss: 0.9248
2022-07-30 21:30:29,807 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 6:08:15, time: 0.276, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0577, loss_cls: 0.2568, acc: 91.2903, loss_bbox: 0.2915, loss_mask: 0.2788, loss: 0.9227
2022-07-30 21:30:43,255 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 6:07:56, time: 0.269, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0585, loss_cls: 0.2458, acc: 91.7712, loss_bbox: 0.2779, loss_mask: 0.2774, loss: 0.9019
2022-07-30 21:30:56,424 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 6:07:34, time: 0.263, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0542, loss_cls: 0.2424, acc: 91.8599, loss_bbox: 0.2774, loss_mask: 0.2789, loss: 0.8898
2022-07-30 21:31:09,612 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 6:07:13, time: 0.264, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0579, loss_cls: 0.2481, acc: 91.6799, loss_bbox: 0.2843, loss_mask: 0.2782, loss: 0.9079
2022-07-30 21:31:23,099 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 6:06:55, time: 0.270, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0595, loss_cls: 0.2520, acc: 91.5618, loss_bbox: 0.2884, loss_mask: 0.2713, loss: 0.9104
2022-07-30 21:31:37,002 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 6:06:40, time: 0.278, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0594, loss_cls: 0.2519, acc: 91.4731, loss_bbox: 0.2866, loss_mask: 0.2792, loss: 0.9131
2022-07-30 21:31:50,352 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 6:06:20, time: 0.267, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0575, loss_cls: 0.2541, acc: 91.5237, loss_bbox: 0.2805, loss_mask: 0.2766, loss: 0.9100
2022-07-30 21:32:03,476 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 6:05:59, time: 0.262, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0565, loss_cls: 0.2497, acc: 91.6057, loss_bbox: 0.2777, loss_mask: 0.2790, loss: 0.9021
2022-07-30 21:32:17,048 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 6:05:42, time: 0.271, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0591, loss_cls: 0.2468, acc: 91.6567, loss_bbox: 0.2805, loss_mask: 0.2742, loss: 0.8993
2022-07-30 21:32:30,402 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 6:05:22, time: 0.267, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0604, loss_cls: 0.2478, acc: 91.5713, loss_bbox: 0.2844, loss_mask: 0.2719, loss: 0.9068
2022-07-30 21:32:43,515 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 6:05:01, time: 0.262, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0585, loss_cls: 0.2515, acc: 91.5186, loss_bbox: 0.2842, loss_mask: 0.2715, loss: 0.9027
2022-07-30 21:32:57,427 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 6:04:46, time: 0.278, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0616, loss_cls: 0.2517, acc: 91.6016, loss_bbox: 0.2834, loss_mask: 0.2756, loss: 0.9103
2022-07-30 21:33:10,355 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 6:04:24, time: 0.259, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0554, loss_cls: 0.2574, acc: 91.4382, loss_bbox: 0.2862, loss_mask: 0.2703, loss: 0.9077
2022-07-30 21:33:23,882 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 6:04:06, time: 0.271, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0550, loss_cls: 0.2458, acc: 91.7266, loss_bbox: 0.2762, loss_mask: 0.2717, loss: 0.8862
2022-07-30 21:33:37,592 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 6:03:50, time: 0.274, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0569, loss_cls: 0.2456, acc: 91.5867, loss_bbox: 0.2818, loss_mask: 0.2771, loss: 0.8980
2022-07-30 21:33:50,971 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 6:03:31, time: 0.267, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0590, loss_cls: 0.2458, acc: 91.6606, loss_bbox: 0.2859, loss_mask: 0.2728, loss: 0.9033
2022-07-30 21:34:04,323 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 6:03:12, time: 0.267, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0588, loss_cls: 0.2585, acc: 91.3291, loss_bbox: 0.2892, loss_mask: 0.2776, loss: 0.9247
2022-07-30 21:34:17,746 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 6:02:54, time: 0.268, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0550, loss_cls: 0.2369, acc: 92.0369, loss_bbox: 0.2683, loss_mask: 0.2670, loss: 0.8645
2022-07-30 21:34:31,058 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 6:02:35, time: 0.266, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0604, loss_cls: 0.2430, acc: 91.6682, loss_bbox: 0.2799, loss_mask: 0.2750, loss: 0.8992
2022-07-30 21:34:44,232 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 6:02:15, time: 0.263, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0556, loss_cls: 0.2435, acc: 91.7170, loss_bbox: 0.2763, loss_mask: 0.2742, loss: 0.8866
2022-07-30 21:34:57,731 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 6:01:57, time: 0.270, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0565, loss_cls: 0.2616, acc: 91.2949, loss_bbox: 0.2880, loss_mask: 0.2736, loss: 0.9188
2022-07-30 21:35:10,867 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 6:01:37, time: 0.263, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0578, loss_cls: 0.2532, acc: 91.4395, loss_bbox: 0.2885, loss_mask: 0.2715, loss: 0.9091
2022-07-30 21:35:24,310 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 6:01:19, time: 0.269, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0546, loss_cls: 0.2367, acc: 92.0740, loss_bbox: 0.2694, loss_mask: 0.2723, loss: 0.8677
2022-07-30 21:35:37,998 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 6:01:03, time: 0.274, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0572, loss_cls: 0.2498, acc: 91.5146, loss_bbox: 0.2861, loss_mask: 0.2722, loss: 0.9042
2022-07-30 21:35:51,382 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 6:00:45, time: 0.268, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0562, loss_cls: 0.2457, acc: 91.7991, loss_bbox: 0.2797, loss_mask: 0.2724, loss: 0.8946
2022-07-30 21:36:04,822 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 6:00:27, time: 0.269, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0564, loss_cls: 0.2474, acc: 91.7141, loss_bbox: 0.2800, loss_mask: 0.2688, loss: 0.8895
2022-07-30 21:36:18,350 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 6:00:10, time: 0.271, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0554, loss_cls: 0.2536, acc: 91.4133, loss_bbox: 0.2856, loss_mask: 0.2745, loss: 0.9069
2022-07-30 21:36:31,554 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 5:59:50, time: 0.264, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0571, loss_cls: 0.2481, acc: 91.6960, loss_bbox: 0.2784, loss_mask: 0.2685, loss: 0.8911
2022-07-30 21:36:44,874 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 5:59:32, time: 0.266, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0590, loss_cls: 0.2409, acc: 91.9204, loss_bbox: 0.2768, loss_mask: 0.2697, loss: 0.8873
2022-07-30 21:36:58,377 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 5:59:15, time: 0.270, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0552, loss_cls: 0.2431, acc: 91.8049, loss_bbox: 0.2769, loss_mask: 0.2704, loss: 0.8841
2022-07-30 21:37:11,458 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 5:58:55, time: 0.262, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0573, loss_cls: 0.2451, acc: 91.8557, loss_bbox: 0.2749, loss_mask: 0.2702, loss: 0.8842
2022-07-30 21:37:24,491 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 5:58:34, time: 0.261, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0605, loss_cls: 0.2455, acc: 91.6765, loss_bbox: 0.2805, loss_mask: 0.2691, loss: 0.8976
2022-07-30 21:37:37,968 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 5:58:17, time: 0.269, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0555, loss_cls: 0.2472, acc: 91.5276, loss_bbox: 0.2812, loss_mask: 0.2733, loss: 0.8960
2022-07-30 21:37:51,358 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 5:57:59, time: 0.268, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0550, loss_cls: 0.2409, acc: 91.8010, loss_bbox: 0.2753, loss_mask: 0.2677, loss: 0.8789
2022-07-30 21:38:04,455 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 5:57:39, time: 0.262, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0538, loss_cls: 0.2494, acc: 91.4727, loss_bbox: 0.2825, loss_mask: 0.2700, loss: 0.8923
2022-07-30 21:38:17,956 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 5:57:22, time: 0.270, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0541, loss_cls: 0.2301, acc: 92.3098, loss_bbox: 0.2591, loss_mask: 0.2639, loss: 0.8439
2022-07-30 21:38:31,045 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 5:57:03, time: 0.262, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0572, loss_cls: 0.2391, acc: 91.7825, loss_bbox: 0.2833, loss_mask: 0.2690, loss: 0.8870
2022-07-30 21:38:44,613 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 5:56:46, time: 0.271, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0614, loss_cls: 0.2551, acc: 91.5671, loss_bbox: 0.2847, loss_mask: 0.2750, loss: 0.9159
2022-07-30 21:38:57,883 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 5:56:28, time: 0.266, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0555, loss_cls: 0.2393, acc: 91.8838, loss_bbox: 0.2784, loss_mask: 0.2642, loss: 0.8750
2022-07-30 21:39:11,013 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 5:56:08, time: 0.263, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0547, loss_cls: 0.2427, acc: 92.0503, loss_bbox: 0.2637, loss_mask: 0.2639, loss: 0.8594
2022-07-30 21:39:24,524 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 5:55:52, time: 0.270, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0591, loss_cls: 0.2450, acc: 91.7546, loss_bbox: 0.2780, loss_mask: 0.2734, loss: 0.8954
2022-07-30 21:39:37,957 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 5:55:35, time: 0.269, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0593, loss_cls: 0.2404, acc: 91.8535, loss_bbox: 0.2693, loss_mask: 0.2650, loss: 0.8718
2022-07-30 21:39:51,045 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 5:55:15, time: 0.262, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0573, loss_cls: 0.2424, acc: 91.7849, loss_bbox: 0.2766, loss_mask: 0.2729, loss: 0.8878
2022-07-30 21:40:04,727 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 5:55:00, time: 0.274, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0580, loss_cls: 0.2609, acc: 91.3516, loss_bbox: 0.2886, loss_mask: 0.2751, loss: 0.9249
2022-07-30 21:40:18,301 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 5:54:43, time: 0.271, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0564, loss_cls: 0.2573, acc: 91.3643, loss_bbox: 0.2917, loss_mask: 0.2814, loss: 0.9277
2022-07-30 21:40:31,216 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 5:54:23, time: 0.258, data_time: 0.021, memory: 7231, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0559, loss_cls: 0.2453, acc: 91.8140, loss_bbox: 0.2761, loss_mask: 0.2720, loss: 0.8866
2022-07-30 21:40:44,656 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 5:54:06, time: 0.269, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0584, loss_cls: 0.2525, acc: 91.5769, loss_bbox: 0.2752, loss_mask: 0.2745, loss: 0.9014
2022-07-30 21:40:58,129 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 5:53:49, time: 0.269, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0571, loss_cls: 0.2526, acc: 91.4304, loss_bbox: 0.2838, loss_mask: 0.2742, loss: 0.9036
2022-07-30 21:41:11,387 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 5:53:31, time: 0.265, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0548, loss_cls: 0.2462, acc: 91.7231, loss_bbox: 0.2813, loss_mask: 0.2677, loss: 0.8899
2022-07-30 21:41:24,731 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 5:53:14, time: 0.267, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0540, loss_cls: 0.2384, acc: 91.9485, loss_bbox: 0.2709, loss_mask: 0.2663, loss: 0.8650
2022-07-30 21:41:38,018 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 5:52:56, time: 0.266, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0573, loss_cls: 0.2480, acc: 91.5798, loss_bbox: 0.2785, loss_mask: 0.2737, loss: 0.8948
2022-07-30 21:41:51,327 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 5:52:38, time: 0.266, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0577, loss_cls: 0.2462, acc: 91.7983, loss_bbox: 0.2715, loss_mask: 0.2690, loss: 0.8816
2022-07-30 21:42:04,450 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 5:52:19, time: 0.262, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0564, loss_cls: 0.2430, acc: 91.6738, loss_bbox: 0.2808, loss_mask: 0.2676, loss: 0.8869
2022-07-30 21:42:17,789 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 5:52:02, time: 0.267, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0522, loss_cls: 0.2445, acc: 91.8623, loss_bbox: 0.2728, loss_mask: 0.2709, loss: 0.8757
2022-07-30 21:42:30,982 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 5:51:44, time: 0.264, data_time: 0.021, memory: 7231, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0534, loss_cls: 0.2377, acc: 92.0037, loss_bbox: 0.2735, loss_mask: 0.2725, loss: 0.8724
2022-07-30 21:42:44,359 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 5:51:27, time: 0.268, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0568, loss_cls: 0.2414, acc: 91.8506, loss_bbox: 0.2745, loss_mask: 0.2691, loss: 0.8810
2022-07-30 21:42:57,925 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 5:51:11, time: 0.271, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0597, loss_cls: 0.2483, acc: 91.5259, loss_bbox: 0.2873, loss_mask: 0.2740, loss: 0.9083
2022-07-30 21:43:10,941 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 5:50:52, time: 0.260, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0595, loss_cls: 0.2357, acc: 91.8750, loss_bbox: 0.2830, loss_mask: 0.2724, loss: 0.8880
2022-07-30 21:43:24,101 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 5:50:33, time: 0.263, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0572, loss_cls: 0.2494, acc: 91.4282, loss_bbox: 0.2842, loss_mask: 0.2639, loss: 0.8936
2022-07-30 21:43:37,714 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 5:50:18, time: 0.272, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0571, loss_cls: 0.2474, acc: 91.6375, loss_bbox: 0.2835, loss_mask: 0.2759, loss: 0.9006
2022-07-30 21:43:50,889 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 5:50:00, time: 0.264, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0564, loss_cls: 0.2398, acc: 91.9185, loss_bbox: 0.2765, loss_mask: 0.2705, loss: 0.8795
2022-07-30 21:44:04,201 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 5:49:42, time: 0.266, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0573, loss_cls: 0.2438, acc: 91.5869, loss_bbox: 0.2818, loss_mask: 0.2704, loss: 0.8892
2022-07-30 21:44:17,871 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 5:49:27, time: 0.273, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0539, loss_cls: 0.2437, acc: 91.9104, loss_bbox: 0.2713, loss_mask: 0.2635, loss: 0.8704
2022-07-30 21:44:31,145 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 5:49:10, time: 0.265, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0574, loss_cls: 0.2489, acc: 91.5874, loss_bbox: 0.2854, loss_mask: 0.2684, loss: 0.8989
2022-07-30 21:44:44,705 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 5:48:54, time: 0.271, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0590, loss_cls: 0.2465, acc: 91.6218, loss_bbox: 0.2817, loss_mask: 0.2706, loss: 0.8969
2022-07-30 21:44:58,452 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 5:48:40, time: 0.275, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0596, loss_cls: 0.2436, acc: 91.6018, loss_bbox: 0.2779, loss_mask: 0.2691, loss: 0.8881
2022-07-30 21:45:11,521 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 5:48:21, time: 0.261, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0574, loss_cls: 0.2498, acc: 91.6426, loss_bbox: 0.2822, loss_mask: 0.2700, loss: 0.8971
2022-07-30 21:45:25,134 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 5:48:06, time: 0.272, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0586, loss_cls: 0.2512, acc: 91.5327, loss_bbox: 0.2802, loss_mask: 0.2695, loss: 0.8971
2022-07-30 21:45:38,415 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 5:47:48, time: 0.266, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0548, loss_cls: 0.2410, acc: 91.7603, loss_bbox: 0.2794, loss_mask: 0.2741, loss: 0.8919
2022-07-30 21:45:51,685 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 5:47:31, time: 0.265, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0533, loss_cls: 0.2362, acc: 91.9585, loss_bbox: 0.2740, loss_mask: 0.2633, loss: 0.8636
2022-07-30 21:46:05,013 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 5:47:14, time: 0.267, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0563, loss_cls: 0.2505, acc: 91.6003, loss_bbox: 0.2755, loss_mask: 0.2748, loss: 0.8971
2022-07-30 21:46:18,442 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 5:46:58, time: 0.269, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0532, loss_cls: 0.2329, acc: 92.2061, loss_bbox: 0.2647, loss_mask: 0.2670, loss: 0.8539
2022-07-30 21:46:31,567 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 5:46:40, time: 0.262, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0592, loss_cls: 0.2582, acc: 91.2263, loss_bbox: 0.2935, loss_mask: 0.2796, loss: 0.9325
2022-07-30 21:46:45,119 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 5:46:24, time: 0.271, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0551, loss_cls: 0.2434, acc: 91.8533, loss_bbox: 0.2740, loss_mask: 0.2651, loss: 0.8760
2022-07-30 21:46:58,707 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 5:46:09, time: 0.272, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0569, loss_cls: 0.2462, acc: 91.6631, loss_bbox: 0.2809, loss_mask: 0.2732, loss: 0.8950
2022-07-30 21:47:11,796 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 5:45:51, time: 0.262, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0530, loss_cls: 0.2341, acc: 92.2039, loss_bbox: 0.2592, loss_mask: 0.2682, loss: 0.8482
2022-07-30 21:47:24,907 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 5:45:33, time: 0.262, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0565, loss_cls: 0.2402, acc: 91.8345, loss_bbox: 0.2711, loss_mask: 0.2776, loss: 0.8832
2022-07-30 21:47:38,419 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 5:45:17, time: 0.270, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0559, loss_cls: 0.2450, acc: 91.7617, loss_bbox: 0.2693, loss_mask: 0.2648, loss: 0.8714
2022-07-30 21:47:51,660 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 5:45:00, time: 0.265, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0541, loss_cls: 0.2387, acc: 91.9006, loss_bbox: 0.2717, loss_mask: 0.2651, loss: 0.8666
2022-07-30 21:48:04,798 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 5:44:42, time: 0.263, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0519, loss_cls: 0.2369, acc: 91.9111, loss_bbox: 0.2695, loss_mask: 0.2572, loss: 0.8506
2022-07-30 21:48:18,198 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 5:44:26, time: 0.268, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0555, loss_cls: 0.2420, acc: 91.8914, loss_bbox: 0.2686, loss_mask: 0.2640, loss: 0.8658
2022-07-30 21:48:31,286 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 5:44:08, time: 0.262, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0545, loss_cls: 0.2421, acc: 91.8284, loss_bbox: 0.2723, loss_mask: 0.2698, loss: 0.8743
2022-07-30 21:48:44,693 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 5:43:52, time: 0.268, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0565, loss_cls: 0.2373, acc: 91.9717, loss_bbox: 0.2707, loss_mask: 0.2702, loss: 0.8713
2022-07-30 21:48:58,220 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 5:43:36, time: 0.271, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0566, loss_cls: 0.2453, acc: 91.7507, loss_bbox: 0.2744, loss_mask: 0.2707, loss: 0.8846
2022-07-30 21:49:11,335 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 5:43:19, time: 0.262, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0523, loss_cls: 0.2353, acc: 91.9648, loss_bbox: 0.2746, loss_mask: 0.2645, loss: 0.8600
2022-07-30 21:49:24,648 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 5:43:02, time: 0.266, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0569, loss_cls: 0.2397, acc: 91.9016, loss_bbox: 0.2734, loss_mask: 0.2647, loss: 0.8722
2022-07-30 21:49:38,398 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 5:42:48, time: 0.275, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0568, loss_cls: 0.2480, acc: 91.5701, loss_bbox: 0.2787, loss_mask: 0.2629, loss: 0.8832
2022-07-30 21:49:51,219 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 5:42:28, time: 0.256, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0527, loss_cls: 0.2382, acc: 92.0244, loss_bbox: 0.2657, loss_mask: 0.2610, loss: 0.8528
2022-07-30 21:50:04,402 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 5:42:11, time: 0.264, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0585, loss_cls: 0.2387, acc: 91.8740, loss_bbox: 0.2700, loss_mask: 0.2652, loss: 0.8665
2022-07-30 21:50:18,049 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 5:41:56, time: 0.273, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0550, loss_cls: 0.2466, acc: 91.6123, loss_bbox: 0.2819, loss_mask: 0.2705, loss: 0.8898
2022-07-30 21:50:31,086 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 5:41:38, time: 0.261, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0554, loss_cls: 0.2271, acc: 92.2026, loss_bbox: 0.2629, loss_mask: 0.2655, loss: 0.8490
2022-07-30 21:50:44,211 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 5:41:21, time: 0.263, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0526, loss_cls: 0.2330, acc: 92.2275, loss_bbox: 0.2639, loss_mask: 0.2649, loss: 0.8519
2022-07-30 21:50:58,064 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 5:41:07, time: 0.277, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0584, loss_cls: 0.2404, acc: 91.8467, loss_bbox: 0.2745, loss_mask: 0.2700, loss: 0.8827
2022-07-30 21:51:11,738 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 5:40:53, time: 0.273, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0576, loss_cls: 0.2457, acc: 91.5706, loss_bbox: 0.2807, loss_mask: 0.2726, loss: 0.8923
2022-07-30 21:51:25,045 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 5:40:36, time: 0.266, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0559, loss_cls: 0.2360, acc: 91.9331, loss_bbox: 0.2730, loss_mask: 0.2669, loss: 0.8678
2022-07-30 21:51:38,318 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 5:40:20, time: 0.265, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0560, loss_cls: 0.2332, acc: 92.1528, loss_bbox: 0.2652, loss_mask: 0.2617, loss: 0.8534
2022-07-30 21:51:51,678 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 5:40:04, time: 0.267, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0548, loss_cls: 0.2382, acc: 91.9045, loss_bbox: 0.2660, loss_mask: 0.2632, loss: 0.8576
2022-07-30 21:52:05,035 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 5:39:48, time: 0.267, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0552, loss_cls: 0.2460, acc: 91.8413, loss_bbox: 0.2810, loss_mask: 0.2642, loss: 0.8827
2022-07-30 21:52:18,424 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 5:39:32, time: 0.268, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0552, loss_cls: 0.2320, acc: 92.0754, loss_bbox: 0.2686, loss_mask: 0.2690, loss: 0.8619
2022-07-30 21:52:32,038 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 5:39:17, time: 0.272, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0539, loss_cls: 0.2345, acc: 92.1924, loss_bbox: 0.2635, loss_mask: 0.2623, loss: 0.8518
2022-07-30 21:52:45,235 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 5:39:00, time: 0.264, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0600, loss_cls: 0.2477, acc: 91.6985, loss_bbox: 0.2793, loss_mask: 0.2737, loss: 0.8983
2022-07-30 21:52:58,864 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 5:38:45, time: 0.273, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0557, loss_cls: 0.2444, acc: 91.7478, loss_bbox: 0.2747, loss_mask: 0.2658, loss: 0.8761
2022-07-30 21:53:12,349 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 5:38:30, time: 0.270, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0580, loss_cls: 0.2367, acc: 91.8882, loss_bbox: 0.2721, loss_mask: 0.2656, loss: 0.8693
2022-07-30 21:53:25,710 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 5:38:14, time: 0.267, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0582, loss_cls: 0.2378, acc: 91.9587, loss_bbox: 0.2679, loss_mask: 0.2624, loss: 0.8661
2022-07-30 21:53:39,469 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 5:38:00, time: 0.275, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0541, loss_cls: 0.2438, acc: 91.8047, loss_bbox: 0.2713, loss_mask: 0.2647, loss: 0.8702
2022-07-30 21:53:52,619 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 5:37:43, time: 0.263, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0511, loss_cls: 0.2331, acc: 92.1396, loss_bbox: 0.2612, loss_mask: 0.2527, loss: 0.8329
2022-07-30 21:54:05,970 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 5:37:27, time: 0.267, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0576, loss_cls: 0.2308, acc: 92.1650, loss_bbox: 0.2615, loss_mask: 0.2573, loss: 0.8409
2022-07-30 21:54:19,740 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 5:37:13, time: 0.275, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0547, loss_cls: 0.2363, acc: 91.8931, loss_bbox: 0.2734, loss_mask: 0.2639, loss: 0.8647
2022-07-30 21:54:33,194 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 5:36:58, time: 0.269, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0565, loss_cls: 0.2427, acc: 91.8594, loss_bbox: 0.2720, loss_mask: 0.2627, loss: 0.8739
2022-07-30 21:54:41,472 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-07-30 21:55:34,978 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=1.52s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=24.33s).
Accumulating evaluation results...
DONE (t=4.69s).
2022-07-30 21:56:06,083 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.340
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.576
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.361
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.218
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.376
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.435
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.322
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.530
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.606
2022-07-30 21:56:06,083 - mmdet - INFO - Evaluating segm...
/home/tiger/.local/lib/python3.7/site-packages/mmdet/datasets/coco.py:474: UserWarning: The key "bbox" is deleted for more accurate mask AP of small/medium/large instances since v2.12.0. This does not change the overall mAP calculation.
UserWarning)
Loading and preparing results...
DONE (t=1.50s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=27.00s).
Accumulating evaluation results...
/home/tiger/.local/lib/python3.7/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float)
DONE (t=4.76s).
2022-07-30 21:56:40,872 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.330
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.547
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.348
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.165
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.360
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.476
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.291
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.508
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.603
2022-07-30 21:56:41,508 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 21:56:41,508 - mmdet - INFO - Epoch(val) [2][625] bbox_mAP: 0.3400, bbox_mAP_50: 0.5760, bbox_mAP_75: 0.3610, bbox_mAP_s: 0.2180, bbox_mAP_m: 0.3760, bbox_mAP_l: 0.4350, bbox_mAP_copypaste: 0.340 0.576 0.361 0.218 0.376 0.435, segm_mAP: 0.3300, segm_mAP_50: 0.5470, segm_mAP_75: 0.3480, segm_mAP_s: 0.1650, segm_mAP_m: 0.3600, segm_mAP_l: 0.4760, segm_mAP_copypaste: 0.330 0.547 0.348 0.165 0.360 0.476
2022-07-30 21:56:59,984 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 5:36:18, time: 0.369, data_time: 0.105, memory: 7231, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0565, loss_cls: 0.2263, acc: 92.1575, loss_bbox: 0.2688, loss_mask: 0.2593, loss: 0.8451
2022-07-30 21:57:14,503 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 5:36:08, time: 0.290, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0535, loss_cls: 0.2269, acc: 92.1677, loss_bbox: 0.2704, loss_mask: 0.2607, loss: 0.8457
2022-07-30 21:57:28,736 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 5:35:56, time: 0.285, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0561, loss_cls: 0.2256, acc: 92.2563, loss_bbox: 0.2648, loss_mask: 0.2556, loss: 0.8355
2022-07-30 21:57:42,931 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 5:35:44, time: 0.284, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0536, loss_cls: 0.2219, acc: 92.3413, loss_bbox: 0.2619, loss_mask: 0.2596, loss: 0.8306
2022-07-30 21:57:57,209 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 5:35:33, time: 0.286, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0562, loss_cls: 0.2196, acc: 92.3582, loss_bbox: 0.2662, loss_mask: 0.2608, loss: 0.8360
2022-07-30 21:58:11,355 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 5:35:21, time: 0.283, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0551, loss_cls: 0.2266, acc: 92.2612, loss_bbox: 0.2621, loss_mask: 0.2587, loss: 0.8358
2022-07-30 21:58:25,599 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 5:35:10, time: 0.285, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0511, loss_cls: 0.2247, acc: 92.1880, loss_bbox: 0.2648, loss_mask: 0.2586, loss: 0.8321
2022-07-30 21:58:39,855 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 5:34:58, time: 0.285, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0555, loss_cls: 0.2322, acc: 91.9729, loss_bbox: 0.2671, loss_mask: 0.2620, loss: 0.8494
2022-07-30 21:58:54,311 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 5:34:47, time: 0.289, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0552, loss_cls: 0.2314, acc: 91.9824, loss_bbox: 0.2746, loss_mask: 0.2583, loss: 0.8524
2022-07-30 21:59:08,429 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 5:34:35, time: 0.282, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0515, loss_cls: 0.2221, acc: 92.2522, loss_bbox: 0.2666, loss_mask: 0.2568, loss: 0.8284
2022-07-30 21:59:23,027 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 5:34:25, time: 0.292, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0555, loss_cls: 0.2328, acc: 91.7739, loss_bbox: 0.2776, loss_mask: 0.2641, loss: 0.8634
2022-07-30 21:59:37,345 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 5:34:14, time: 0.286, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0522, loss_cls: 0.2124, acc: 92.5439, loss_bbox: 0.2577, loss_mask: 0.2549, loss: 0.8069
2022-07-30 21:59:52,047 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 5:34:05, time: 0.294, data_time: 0.035, memory: 7231, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0556, loss_cls: 0.2215, acc: 92.2986, loss_bbox: 0.2643, loss_mask: 0.2594, loss: 0.8346
2022-07-30 22:00:06,533 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 5:33:54, time: 0.290, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0531, loss_cls: 0.2301, acc: 92.0728, loss_bbox: 0.2714, loss_mask: 0.2616, loss: 0.8505
2022-07-30 22:00:21,009 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 5:33:43, time: 0.290, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0564, loss_cls: 0.2305, acc: 92.1267, loss_bbox: 0.2701, loss_mask: 0.2631, loss: 0.8575
2022-07-30 22:00:35,784 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 5:33:34, time: 0.295, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0540, loss_cls: 0.2269, acc: 92.2056, loss_bbox: 0.2627, loss_mask: 0.2590, loss: 0.8340
2022-07-30 22:00:50,044 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 5:33:23, time: 0.285, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0541, loss_cls: 0.2330, acc: 91.9419, loss_bbox: 0.2747, loss_mask: 0.2612, loss: 0.8559
2022-07-30 22:01:04,176 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 5:33:10, time: 0.283, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0548, loss_cls: 0.2330, acc: 91.8069, loss_bbox: 0.2743, loss_mask: 0.2670, loss: 0.8643
2022-07-30 22:01:18,747 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 5:33:00, time: 0.291, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0529, loss_cls: 0.2176, acc: 92.2527, loss_bbox: 0.2667, loss_mask: 0.2563, loss: 0.8249
2022-07-30 22:01:33,195 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 5:32:49, time: 0.289, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0553, loss_cls: 0.2334, acc: 91.8970, loss_bbox: 0.2733, loss_mask: 0.2603, loss: 0.8548
2022-07-30 22:01:47,080 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 5:32:36, time: 0.278, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0513, loss_cls: 0.2328, acc: 92.1062, loss_bbox: 0.2669, loss_mask: 0.2516, loss: 0.8334
2022-07-30 22:02:01,195 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 5:32:23, time: 0.282, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0531, loss_cls: 0.2296, acc: 92.1587, loss_bbox: 0.2676, loss_mask: 0.2618, loss: 0.8444
2022-07-30 22:02:15,262 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 5:32:11, time: 0.281, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0509, loss_cls: 0.2178, acc: 92.5154, loss_bbox: 0.2535, loss_mask: 0.2531, loss: 0.8059
2022-07-30 22:02:29,265 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 5:31:58, time: 0.280, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0559, loss_cls: 0.2265, acc: 92.1455, loss_bbox: 0.2648, loss_mask: 0.2532, loss: 0.8310
2022-07-30 22:02:43,683 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 5:31:47, time: 0.288, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0535, loss_cls: 0.2228, acc: 92.2422, loss_bbox: 0.2636, loss_mask: 0.2557, loss: 0.8275
2022-07-30 22:02:57,783 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 5:31:34, time: 0.282, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0524, loss_cls: 0.2260, acc: 92.1438, loss_bbox: 0.2619, loss_mask: 0.2528, loss: 0.8255
2022-07-30 22:03:11,961 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 5:31:22, time: 0.284, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0543, loss_cls: 0.2225, acc: 92.1624, loss_bbox: 0.2644, loss_mask: 0.2592, loss: 0.8330
2022-07-30 22:03:26,653 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 5:31:12, time: 0.294, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0533, loss_cls: 0.2280, acc: 92.1570, loss_bbox: 0.2669, loss_mask: 0.2587, loss: 0.8401
2022-07-30 22:03:40,873 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 5:31:00, time: 0.284, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0575, loss_cls: 0.2262, acc: 92.0833, loss_bbox: 0.2679, loss_mask: 0.2554, loss: 0.8407
2022-07-30 22:03:55,560 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 5:30:50, time: 0.294, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0570, loss_cls: 0.2214, acc: 92.2549, loss_bbox: 0.2585, loss_mask: 0.2550, loss: 0.8252
2022-07-30 22:04:09,338 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 5:30:36, time: 0.276, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0516, loss_cls: 0.2203, acc: 92.5378, loss_bbox: 0.2566, loss_mask: 0.2588, loss: 0.8212
2022-07-30 22:04:23,287 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 5:30:23, time: 0.279, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0538, loss_cls: 0.2288, acc: 92.1108, loss_bbox: 0.2633, loss_mask: 0.2613, loss: 0.8401
2022-07-30 22:04:37,385 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 5:30:10, time: 0.282, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0541, loss_cls: 0.2289, acc: 92.1411, loss_bbox: 0.2651, loss_mask: 0.2535, loss: 0.8352
2022-07-30 22:04:51,769 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 5:29:59, time: 0.288, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0571, loss_cls: 0.2287, acc: 92.1753, loss_bbox: 0.2630, loss_mask: 0.2647, loss: 0.8474
2022-07-30 22:05:06,260 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 5:29:48, time: 0.290, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0531, loss_cls: 0.2249, acc: 92.2241, loss_bbox: 0.2603, loss_mask: 0.2548, loss: 0.8262
2022-07-30 22:05:19,874 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 5:29:33, time: 0.272, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0521, loss_cls: 0.2229, acc: 92.3325, loss_bbox: 0.2531, loss_mask: 0.2610, loss: 0.8208
2022-07-30 22:05:34,314 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 5:29:22, time: 0.289, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0535, loss_cls: 0.2242, acc: 92.2505, loss_bbox: 0.2588, loss_mask: 0.2608, loss: 0.8298
2022-07-30 22:05:48,450 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 5:29:09, time: 0.283, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0515, loss_cls: 0.2267, acc: 92.2139, loss_bbox: 0.2604, loss_mask: 0.2600, loss: 0.8294
2022-07-30 22:06:02,374 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 5:28:56, time: 0.278, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0525, loss_cls: 0.2270, acc: 92.1777, loss_bbox: 0.2637, loss_mask: 0.2559, loss: 0.8323
2022-07-30 22:06:16,687 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 5:28:44, time: 0.286, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0540, loss_cls: 0.2215, acc: 92.1970, loss_bbox: 0.2621, loss_mask: 0.2529, loss: 0.8223
2022-07-30 22:06:31,082 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 5:28:33, time: 0.288, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0528, loss_cls: 0.2291, acc: 92.1309, loss_bbox: 0.2690, loss_mask: 0.2561, loss: 0.8421
2022-07-30 22:06:45,956 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 5:28:23, time: 0.298, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0536, loss_cls: 0.2338, acc: 91.9355, loss_bbox: 0.2685, loss_mask: 0.2577, loss: 0.8482
2022-07-30 22:07:00,156 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 5:28:11, time: 0.284, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0541, loss_cls: 0.2269, acc: 92.0442, loss_bbox: 0.2669, loss_mask: 0.2594, loss: 0.8430
2022-07-30 22:07:14,417 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 5:27:59, time: 0.285, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0507, loss_cls: 0.2326, acc: 92.0496, loss_bbox: 0.2669, loss_mask: 0.2572, loss: 0.8383
2022-07-30 22:07:28,674 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 5:27:47, time: 0.285, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0524, loss_cls: 0.2269, acc: 92.1541, loss_bbox: 0.2604, loss_mask: 0.2584, loss: 0.8336
2022-07-30 22:07:43,218 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 5:27:36, time: 0.291, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0546, loss_cls: 0.2329, acc: 91.9009, loss_bbox: 0.2739, loss_mask: 0.2589, loss: 0.8555
2022-07-30 22:07:57,118 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 5:27:22, time: 0.278, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0530, loss_cls: 0.2153, acc: 92.5754, loss_bbox: 0.2514, loss_mask: 0.2537, loss: 0.8058
2022-07-30 22:08:11,081 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 5:27:09, time: 0.279, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0511, loss_cls: 0.2206, acc: 92.3218, loss_bbox: 0.2609, loss_mask: 0.2576, loss: 0.8213
2022-07-30 22:08:25,393 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 5:26:57, time: 0.286, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0534, loss_cls: 0.2352, acc: 91.8896, loss_bbox: 0.2672, loss_mask: 0.2576, loss: 0.8476
2022-07-30 22:08:39,638 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 5:26:45, time: 0.285, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0540, loss_cls: 0.2311, acc: 91.8867, loss_bbox: 0.2719, loss_mask: 0.2598, loss: 0.8491
2022-07-30 22:08:54,046 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 5:26:33, time: 0.288, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0558, loss_cls: 0.2241, acc: 92.0525, loss_bbox: 0.2686, loss_mask: 0.2630, loss: 0.8449
2022-07-30 22:09:07,970 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 5:26:20, time: 0.278, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0522, loss_cls: 0.2241, acc: 92.3030, loss_bbox: 0.2628, loss_mask: 0.2548, loss: 0.8249
2022-07-30 22:09:22,019 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 5:26:07, time: 0.281, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0541, loss_cls: 0.2345, acc: 91.9150, loss_bbox: 0.2716, loss_mask: 0.2597, loss: 0.8537
2022-07-30 22:09:36,088 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 5:25:54, time: 0.281, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0526, loss_cls: 0.2351, acc: 92.0115, loss_bbox: 0.2621, loss_mask: 0.2604, loss: 0.8427
2022-07-30 22:09:50,184 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 5:25:41, time: 0.282, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0524, loss_cls: 0.2318, acc: 92.2031, loss_bbox: 0.2612, loss_mask: 0.2567, loss: 0.8387
2022-07-30 22:10:04,357 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 5:25:28, time: 0.284, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0551, loss_cls: 0.2349, acc: 91.8328, loss_bbox: 0.2701, loss_mask: 0.2613, loss: 0.8561
2022-07-30 22:10:17,939 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 5:25:14, time: 0.272, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0515, loss_cls: 0.2203, acc: 92.3499, loss_bbox: 0.2563, loss_mask: 0.2498, loss: 0.8107
2022-07-30 22:10:31,956 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 5:25:00, time: 0.280, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0513, loss_cls: 0.2243, acc: 92.3101, loss_bbox: 0.2531, loss_mask: 0.2469, loss: 0.8067
2022-07-30 22:10:46,172 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 5:24:48, time: 0.284, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0515, loss_cls: 0.2237, acc: 92.3440, loss_bbox: 0.2568, loss_mask: 0.2522, loss: 0.8150
2022-07-30 22:11:00,246 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 5:24:35, time: 0.281, data_time: 0.021, memory: 7231, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0511, loss_cls: 0.2202, acc: 92.3018, loss_bbox: 0.2599, loss_mask: 0.2559, loss: 0.8171
2022-07-30 22:11:14,538 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 5:24:23, time: 0.286, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0521, loss_cls: 0.2301, acc: 92.0869, loss_bbox: 0.2678, loss_mask: 0.2538, loss: 0.8350
2022-07-30 22:11:28,873 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 5:24:11, time: 0.287, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0536, loss_cls: 0.2219, acc: 92.2722, loss_bbox: 0.2659, loss_mask: 0.2610, loss: 0.8348
2022-07-30 22:11:42,976 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 5:23:58, time: 0.282, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0521, loss_cls: 0.2190, acc: 92.4453, loss_bbox: 0.2545, loss_mask: 0.2550, loss: 0.8123
2022-07-30 22:11:57,431 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 5:23:47, time: 0.289, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0544, loss_cls: 0.2253, acc: 92.2122, loss_bbox: 0.2583, loss_mask: 0.2558, loss: 0.8270
2022-07-30 22:12:11,394 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 5:23:33, time: 0.279, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0527, loss_cls: 0.2326, acc: 92.0278, loss_bbox: 0.2655, loss_mask: 0.2547, loss: 0.8378
2022-07-30 22:12:25,438 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 5:23:20, time: 0.281, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0511, loss_cls: 0.2208, acc: 92.4758, loss_bbox: 0.2551, loss_mask: 0.2542, loss: 0.8120
2022-07-30 22:12:40,011 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 5:23:09, time: 0.291, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0543, loss_cls: 0.2354, acc: 91.9966, loss_bbox: 0.2668, loss_mask: 0.2580, loss: 0.8476
2022-07-30 22:12:54,285 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 5:22:57, time: 0.286, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0520, loss_cls: 0.2259, acc: 92.3198, loss_bbox: 0.2552, loss_mask: 0.2587, loss: 0.8227
2022-07-30 22:13:08,240 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 5:22:43, time: 0.279, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0529, loss_cls: 0.2247, acc: 92.3799, loss_bbox: 0.2543, loss_mask: 0.2591, loss: 0.8224
2022-07-30 22:13:22,438 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 5:22:31, time: 0.284, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0532, loss_cls: 0.2229, acc: 92.2964, loss_bbox: 0.2577, loss_mask: 0.2556, loss: 0.8220
2022-07-30 22:13:36,672 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 5:22:18, time: 0.285, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0516, loss_cls: 0.2343, acc: 92.0859, loss_bbox: 0.2644, loss_mask: 0.2591, loss: 0.8429
2022-07-30 22:13:50,716 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 5:22:05, time: 0.281, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0533, loss_cls: 0.2261, acc: 92.2271, loss_bbox: 0.2640, loss_mask: 0.2586, loss: 0.8350
2022-07-30 22:14:04,895 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 5:21:52, time: 0.284, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0522, loss_cls: 0.2256, acc: 92.1692, loss_bbox: 0.2590, loss_mask: 0.2576, loss: 0.8293
2022-07-30 22:14:19,015 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 5:21:39, time: 0.282, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0531, loss_cls: 0.2298, acc: 92.1362, loss_bbox: 0.2652, loss_mask: 0.2526, loss: 0.8355
2022-07-30 22:14:33,066 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 5:21:26, time: 0.281, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0531, loss_cls: 0.2215, acc: 92.3958, loss_bbox: 0.2561, loss_mask: 0.2524, loss: 0.8166
2022-07-30 22:14:47,112 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 5:21:13, time: 0.281, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0525, loss_cls: 0.2236, acc: 92.2295, loss_bbox: 0.2566, loss_mask: 0.2558, loss: 0.8202
2022-07-30 22:15:00,907 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 5:20:59, time: 0.276, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0518, loss_cls: 0.2215, acc: 92.5044, loss_bbox: 0.2525, loss_mask: 0.2566, loss: 0.8122
2022-07-30 22:15:15,109 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 5:20:46, time: 0.284, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0530, loss_cls: 0.2327, acc: 92.0300, loss_bbox: 0.2618, loss_mask: 0.2627, loss: 0.8432
2022-07-30 22:15:29,972 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 5:20:36, time: 0.297, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0526, loss_cls: 0.2262, acc: 92.0845, loss_bbox: 0.2675, loss_mask: 0.2562, loss: 0.8328
2022-07-30 22:15:44,556 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 5:20:25, time: 0.292, data_time: 0.021, memory: 7231, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0530, loss_cls: 0.2191, acc: 92.4236, loss_bbox: 0.2557, loss_mask: 0.2556, loss: 0.8146
2022-07-30 22:15:59,607 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 5:20:15, time: 0.301, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0544, loss_cls: 0.2270, acc: 92.2275, loss_bbox: 0.2657, loss_mask: 0.2522, loss: 0.8303
2022-07-30 22:16:14,195 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 5:20:04, time: 0.292, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0539, loss_cls: 0.2336, acc: 92.0486, loss_bbox: 0.2661, loss_mask: 0.2583, loss: 0.8455
2022-07-30 22:16:28,346 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 5:19:51, time: 0.283, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0520, loss_cls: 0.2166, acc: 92.5454, loss_bbox: 0.2500, loss_mask: 0.2560, loss: 0.8059
2022-07-30 22:16:42,945 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 5:19:40, time: 0.292, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0527, loss_cls: 0.2283, acc: 92.1655, loss_bbox: 0.2647, loss_mask: 0.2582, loss: 0.8369
2022-07-30 22:16:57,367 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 5:19:28, time: 0.288, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0537, loss_cls: 0.2308, acc: 92.1113, loss_bbox: 0.2630, loss_mask: 0.2604, loss: 0.8412
2022-07-30 22:17:12,424 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 5:19:19, time: 0.301, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0555, loss_cls: 0.2323, acc: 91.9768, loss_bbox: 0.2694, loss_mask: 0.2552, loss: 0.8456
2022-07-30 22:17:27,270 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 5:19:08, time: 0.297, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0548, loss_cls: 0.2311, acc: 92.0806, loss_bbox: 0.2634, loss_mask: 0.2584, loss: 0.8440
2022-07-30 22:17:42,376 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 5:18:59, time: 0.302, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0558, loss_cls: 0.2368, acc: 91.9670, loss_bbox: 0.2679, loss_mask: 0.2576, loss: 0.8518
2022-07-30 22:17:57,175 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 5:18:48, time: 0.296, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0577, loss_cls: 0.2199, acc: 92.2800, loss_bbox: 0.2607, loss_mask: 0.2562, loss: 0.8286
2022-07-30 22:18:12,050 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 5:18:38, time: 0.298, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0534, loss_cls: 0.2216, acc: 92.2695, loss_bbox: 0.2659, loss_mask: 0.2638, loss: 0.8380
2022-07-30 22:18:26,805 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 5:18:27, time: 0.295, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0550, loss_cls: 0.2220, acc: 92.2429, loss_bbox: 0.2617, loss_mask: 0.2560, loss: 0.8256
2022-07-30 22:18:41,600 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 5:18:16, time: 0.296, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0532, loss_cls: 0.2276, acc: 92.0808, loss_bbox: 0.2696, loss_mask: 0.2573, loss: 0.8399
2022-07-30 22:18:56,705 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 5:18:07, time: 0.302, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0559, loss_cls: 0.2399, acc: 91.8289, loss_bbox: 0.2709, loss_mask: 0.2614, loss: 0.8643
2022-07-30 22:19:12,252 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 5:17:59, time: 0.311, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0575, loss_cls: 0.2302, acc: 92.0466, loss_bbox: 0.2658, loss_mask: 0.2604, loss: 0.8485
2022-07-30 22:19:27,264 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 5:17:49, time: 0.300, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0542, loss_cls: 0.2302, acc: 91.9915, loss_bbox: 0.2667, loss_mask: 0.2587, loss: 0.8456
2022-07-30 22:19:42,379 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 5:17:39, time: 0.302, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0552, loss_cls: 0.2384, acc: 91.6458, loss_bbox: 0.2758, loss_mask: 0.2609, loss: 0.8634
2022-07-30 22:19:57,151 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 5:17:28, time: 0.295, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0537, loss_cls: 0.2304, acc: 91.9314, loss_bbox: 0.2702, loss_mask: 0.2584, loss: 0.8446
2022-07-30 22:20:11,684 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 5:17:16, time: 0.291, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0551, loss_cls: 0.2315, acc: 92.1909, loss_bbox: 0.2660, loss_mask: 0.2561, loss: 0.8431
2022-07-30 22:20:26,457 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 5:17:05, time: 0.295, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0500, loss_cls: 0.2239, acc: 92.2490, loss_bbox: 0.2622, loss_mask: 0.2496, loss: 0.8185
2022-07-30 22:20:40,674 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 5:16:52, time: 0.284, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0519, loss_cls: 0.2353, acc: 91.7874, loss_bbox: 0.2679, loss_mask: 0.2560, loss: 0.8437
2022-07-30 22:20:55,295 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 5:16:41, time: 0.292, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0527, loss_cls: 0.2284, acc: 92.1050, loss_bbox: 0.2630, loss_mask: 0.2509, loss: 0.8292
2022-07-30 22:21:10,578 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 5:16:32, time: 0.306, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0560, loss_cls: 0.2414, acc: 91.6311, loss_bbox: 0.2778, loss_mask: 0.2700, loss: 0.8813
2022-07-30 22:21:25,205 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 5:16:20, time: 0.292, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0526, loss_cls: 0.2224, acc: 92.3774, loss_bbox: 0.2527, loss_mask: 0.2573, loss: 0.8180
2022-07-30 22:21:39,836 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 5:16:09, time: 0.293, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0535, loss_cls: 0.2289, acc: 92.1394, loss_bbox: 0.2620, loss_mask: 0.2504, loss: 0.8289
2022-07-30 22:21:54,885 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 5:15:59, time: 0.301, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0511, loss_cls: 0.2313, acc: 92.0227, loss_bbox: 0.2622, loss_mask: 0.2554, loss: 0.8334
2022-07-30 22:22:10,004 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 5:15:49, time: 0.302, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0530, loss_cls: 0.2297, acc: 92.0115, loss_bbox: 0.2610, loss_mask: 0.2556, loss: 0.8311
2022-07-30 22:22:24,482 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 5:15:37, time: 0.290, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0556, loss_cls: 0.2296, acc: 92.0947, loss_bbox: 0.2636, loss_mask: 0.2588, loss: 0.8416
2022-07-30 22:22:39,040 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 5:15:25, time: 0.291, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0550, loss_cls: 0.2192, acc: 92.4192, loss_bbox: 0.2549, loss_mask: 0.2602, loss: 0.8239
2022-07-30 22:22:53,605 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 5:15:13, time: 0.291, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0558, loss_cls: 0.2203, acc: 92.3838, loss_bbox: 0.2605, loss_mask: 0.2565, loss: 0.8267
2022-07-30 22:23:08,331 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 5:15:02, time: 0.294, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0545, loss_cls: 0.2332, acc: 91.9175, loss_bbox: 0.2688, loss_mask: 0.2610, loss: 0.8522
2022-07-30 22:23:22,944 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 5:14:50, time: 0.292, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0505, loss_cls: 0.2166, acc: 92.5098, loss_bbox: 0.2554, loss_mask: 0.2595, loss: 0.8121
2022-07-30 22:23:37,448 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 5:14:38, time: 0.290, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0518, loss_cls: 0.2258, acc: 92.1736, loss_bbox: 0.2562, loss_mask: 0.2574, loss: 0.8232
2022-07-30 22:23:52,587 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 5:14:28, time: 0.303, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0555, loss_cls: 0.2254, acc: 92.1914, loss_bbox: 0.2589, loss_mask: 0.2590, loss: 0.8319
2022-07-30 22:24:07,019 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 5:14:16, time: 0.289, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0530, loss_cls: 0.2211, acc: 92.3262, loss_bbox: 0.2571, loss_mask: 0.2522, loss: 0.8181
2022-07-30 22:24:21,782 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 5:14:04, time: 0.295, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0524, loss_cls: 0.2160, acc: 92.5249, loss_bbox: 0.2527, loss_mask: 0.2538, loss: 0.8062
2022-07-30 22:24:35,987 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 5:13:51, time: 0.284, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0506, loss_cls: 0.2235, acc: 92.3506, loss_bbox: 0.2591, loss_mask: 0.2609, loss: 0.8260
2022-07-30 22:24:50,815 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 5:13:40, time: 0.297, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0524, loss_cls: 0.2335, acc: 92.0051, loss_bbox: 0.2679, loss_mask: 0.2613, loss: 0.8491
2022-07-30 22:25:05,601 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 5:13:29, time: 0.296, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0520, loss_cls: 0.2325, acc: 92.0457, loss_bbox: 0.2646, loss_mask: 0.2589, loss: 0.8402
2022-07-30 22:25:20,073 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 5:13:17, time: 0.289, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0531, loss_cls: 0.2182, acc: 92.3809, loss_bbox: 0.2579, loss_mask: 0.2552, loss: 0.8161
2022-07-30 22:25:34,723 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 5:13:05, time: 0.293, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0554, loss_cls: 0.2300, acc: 92.1116, loss_bbox: 0.2634, loss_mask: 0.2610, loss: 0.8425
2022-07-30 22:25:49,633 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 5:12:54, time: 0.298, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0524, loss_cls: 0.2296, acc: 92.0815, loss_bbox: 0.2601, loss_mask: 0.2594, loss: 0.8340
2022-07-30 22:26:04,326 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 5:12:43, time: 0.294, data_time: 0.021, memory: 7231, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0525, loss_cls: 0.2231, acc: 92.4136, loss_bbox: 0.2546, loss_mask: 0.2543, loss: 0.8167
2022-07-30 22:26:18,629 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 5:12:30, time: 0.286, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0545, loss_cls: 0.2215, acc: 92.3843, loss_bbox: 0.2598, loss_mask: 0.2557, loss: 0.8236
2022-07-30 22:26:33,513 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 5:12:19, time: 0.298, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0540, loss_cls: 0.2293, acc: 92.0076, loss_bbox: 0.2684, loss_mask: 0.2622, loss: 0.8473
2022-07-30 22:26:47,670 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 5:12:05, time: 0.283, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0519, loss_cls: 0.2272, acc: 92.1846, loss_bbox: 0.2539, loss_mask: 0.2510, loss: 0.8162
2022-07-30 22:27:02,351 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 5:11:54, time: 0.294, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0537, loss_cls: 0.2279, acc: 92.1992, loss_bbox: 0.2641, loss_mask: 0.2586, loss: 0.8357
2022-07-30 22:27:16,984 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 5:11:42, time: 0.293, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0545, loss_cls: 0.2183, acc: 92.2896, loss_bbox: 0.2578, loss_mask: 0.2549, loss: 0.8180
2022-07-30 22:27:31,010 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 5:11:28, time: 0.281, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0516, loss_cls: 0.2197, acc: 92.5640, loss_bbox: 0.2472, loss_mask: 0.2591, loss: 0.8102
2022-07-30 22:27:45,533 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 5:11:16, time: 0.290, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0521, loss_cls: 0.2224, acc: 92.4043, loss_bbox: 0.2532, loss_mask: 0.2565, loss: 0.8189
2022-07-30 22:28:00,039 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 5:11:04, time: 0.290, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0522, loss_cls: 0.2140, acc: 92.5886, loss_bbox: 0.2502, loss_mask: 0.2570, loss: 0.8066
2022-07-30 22:28:14,399 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 5:10:51, time: 0.287, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0521, loss_cls: 0.2276, acc: 92.1843, loss_bbox: 0.2536, loss_mask: 0.2502, loss: 0.8168
2022-07-30 22:28:29,080 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 5:10:39, time: 0.294, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0531, loss_cls: 0.2177, acc: 92.5293, loss_bbox: 0.2488, loss_mask: 0.2535, loss: 0.8060
2022-07-30 22:28:43,803 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 5:10:28, time: 0.295, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0555, loss_cls: 0.2329, acc: 92.0232, loss_bbox: 0.2617, loss_mask: 0.2557, loss: 0.8410
2022-07-30 22:28:58,079 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 5:10:15, time: 0.286, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0547, loss_cls: 0.2245, acc: 92.2498, loss_bbox: 0.2530, loss_mask: 0.2557, loss: 0.8204
2022-07-30 22:29:12,341 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 5:10:01, time: 0.285, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0519, loss_cls: 0.2264, acc: 92.2205, loss_bbox: 0.2584, loss_mask: 0.2611, loss: 0.8315
2022-07-30 22:29:26,930 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 5:09:49, time: 0.292, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0516, loss_cls: 0.2260, acc: 92.2537, loss_bbox: 0.2526, loss_mask: 0.2535, loss: 0.8155
2022-07-30 22:29:41,526 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 5:09:37, time: 0.292, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0554, loss_cls: 0.2314, acc: 92.0000, loss_bbox: 0.2679, loss_mask: 0.2580, loss: 0.8467
2022-07-30 22:29:56,054 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 5:09:25, time: 0.291, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0531, loss_cls: 0.2281, acc: 91.9988, loss_bbox: 0.2673, loss_mask: 0.2539, loss: 0.8368
2022-07-30 22:30:10,606 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 5:09:13, time: 0.291, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0514, loss_cls: 0.2226, acc: 92.4021, loss_bbox: 0.2514, loss_mask: 0.2499, loss: 0.8076
2022-07-30 22:30:24,845 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 5:09:00, time: 0.285, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0530, loss_cls: 0.2327, acc: 92.1196, loss_bbox: 0.2580, loss_mask: 0.2515, loss: 0.8277
2022-07-30 22:30:38,974 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 5:08:46, time: 0.282, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0530, loss_cls: 0.2211, acc: 92.4568, loss_bbox: 0.2506, loss_mask: 0.2554, loss: 0.8110
2022-07-30 22:30:53,408 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 5:08:33, time: 0.289, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0524, loss_cls: 0.2251, acc: 92.2273, loss_bbox: 0.2647, loss_mask: 0.2576, loss: 0.8310
2022-07-30 22:31:08,003 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 5:08:21, time: 0.292, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0510, loss_cls: 0.2242, acc: 92.2771, loss_bbox: 0.2579, loss_mask: 0.2477, loss: 0.8125
2022-07-30 22:31:22,321 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 5:08:08, time: 0.286, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0485, loss_cls: 0.2149, acc: 92.5442, loss_bbox: 0.2506, loss_mask: 0.2517, loss: 0.7988
2022-07-30 22:31:37,062 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 5:07:57, time: 0.295, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0540, loss_cls: 0.2300, acc: 91.8870, loss_bbox: 0.2681, loss_mask: 0.2573, loss: 0.8423
2022-07-30 22:31:51,723 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 5:07:45, time: 0.293, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0569, loss_cls: 0.2368, acc: 91.8240, loss_bbox: 0.2712, loss_mask: 0.2587, loss: 0.8566
2022-07-30 22:32:00,278 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-07-30 22:32:55,269 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=1.98s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=25.15s).
Accumulating evaluation results...
DONE (t=4.73s).
2022-07-30 22:33:27,735 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.369
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.601
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.398
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.222
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.398
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.484
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.518
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.518
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.344
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.552
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.656
2022-07-30 22:33:27,736 - mmdet - INFO - Evaluating segm...
/home/tiger/.local/lib/python3.7/site-packages/mmdet/datasets/coco.py:474: UserWarning: The key "bbox" is deleted for more accurate mask AP of small/medium/large instances since v2.12.0. This does not change the overall mAP calculation.
UserWarning)
Loading and preparing results...
DONE (t=1.48s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=27.77s).
Accumulating evaluation results...
/home/tiger/.local/lib/python3.7/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float)
DONE (t=4.88s).
2022-07-30 22:34:03,407 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.349
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.572
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.368
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.167
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.381
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.299
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.642
2022-07-30 22:34:04,013 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 22:34:04,013 - mmdet - INFO - Epoch(val) [3][625] bbox_mAP: 0.3690, bbox_mAP_50: 0.6010, bbox_mAP_75: 0.3980, bbox_mAP_s: 0.2220, bbox_mAP_m: 0.3980, bbox_mAP_l: 0.4840, bbox_mAP_copypaste: 0.369 0.601 0.398 0.222 0.398 0.484, segm_mAP: 0.3490, segm_mAP_50: 0.5720, segm_mAP_75: 0.3680, segm_mAP_s: 0.1670, segm_mAP_m: 0.3810, segm_mAP_l: 0.5190, segm_mAP_copypaste: 0.349 0.572 0.368 0.167 0.381 0.519
2022-07-30 22:34:23,246 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 5:07:13, time: 0.385, data_time: 0.127, memory: 7231, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0520, loss_cls: 0.2103, acc: 92.6045, loss_bbox: 0.2512, loss_mask: 0.2406, loss: 0.7826
2022-07-30 22:34:37,256 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 5:06:59, time: 0.280, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0526, loss_cls: 0.2140, acc: 92.3040, loss_bbox: 0.2607, loss_mask: 0.2478, loss: 0.8047
2022-07-30 22:34:51,127 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 5:06:45, time: 0.277, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0513, loss_cls: 0.2215, acc: 92.1589, loss_bbox: 0.2564, loss_mask: 0.2611, loss: 0.8204
2022-07-30 22:35:05,002 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 5:06:30, time: 0.277, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0463, loss_cls: 0.2027, acc: 92.9062, loss_bbox: 0.2422, loss_mask: 0.2470, loss: 0.7648
2022-07-30 22:35:19,680 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 5:06:18, time: 0.294, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0513, loss_cls: 0.2113, acc: 92.4744, loss_bbox: 0.2556, loss_mask: 0.2492, loss: 0.7964
2022-07-30 22:35:33,016 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 5:06:03, time: 0.267, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0488, loss_cls: 0.2052, acc: 92.8306, loss_bbox: 0.2442, loss_mask: 0.2454, loss: 0.7711
2022-07-30 22:35:46,978 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 5:05:48, time: 0.279, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0519, loss_cls: 0.2088, acc: 92.5999, loss_bbox: 0.2467, loss_mask: 0.2426, loss: 0.7783
2022-07-30 22:36:00,971 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 5:05:35, time: 0.280, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0513, loss_cls: 0.2144, acc: 92.3083, loss_bbox: 0.2574, loss_mask: 0.2527, loss: 0.8043
2022-07-30 22:36:14,722 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 5:05:20, time: 0.275, data_time: 0.034, memory: 7231, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0515, loss_cls: 0.2092, acc: 92.5757, loss_bbox: 0.2506, loss_mask: 0.2448, loss: 0.7841
2022-07-30 22:36:28,807 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 5:05:06, time: 0.282, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0501, loss_cls: 0.2203, acc: 92.2905, loss_bbox: 0.2583, loss_mask: 0.2496, loss: 0.8066
2022-07-30 22:36:42,479 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 5:04:51, time: 0.273, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0540, loss_cls: 0.2260, acc: 92.1956, loss_bbox: 0.2604, loss_mask: 0.2522, loss: 0.8226
2022-07-30 22:36:56,194 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 5:04:37, time: 0.274, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0522, loss_cls: 0.2133, acc: 92.6172, loss_bbox: 0.2511, loss_mask: 0.2486, loss: 0.7953
2022-07-30 22:37:10,314 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 5:04:23, time: 0.282, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0503, loss_cls: 0.2126, acc: 92.5769, loss_bbox: 0.2447, loss_mask: 0.2431, loss: 0.7799
2022-07-30 22:37:24,041 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 5:04:08, time: 0.275, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0510, loss_cls: 0.2143, acc: 92.6006, loss_bbox: 0.2437, loss_mask: 0.2482, loss: 0.7872
2022-07-30 22:37:37,786 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 5:03:54, time: 0.275, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0525, loss_cls: 0.2154, acc: 92.5056, loss_bbox: 0.2519, loss_mask: 0.2492, loss: 0.8008
2022-07-30 22:37:51,795 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 5:03:40, time: 0.280, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0502, loss_cls: 0.2107, acc: 92.6284, loss_bbox: 0.2530, loss_mask: 0.2465, loss: 0.7903
2022-07-30 22:38:05,924 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 5:03:26, time: 0.283, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0547, loss_cls: 0.2193, acc: 92.1895, loss_bbox: 0.2596, loss_mask: 0.2508, loss: 0.8163
2022-07-30 22:38:20,116 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 5:03:13, time: 0.284, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0522, loss_cls: 0.2256, acc: 92.0608, loss_bbox: 0.2684, loss_mask: 0.2553, loss: 0.8300
2022-07-30 22:38:34,386 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 5:03:00, time: 0.285, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0516, loss_cls: 0.2102, acc: 92.4951, loss_bbox: 0.2558, loss_mask: 0.2492, loss: 0.7962
2022-07-30 22:38:48,855 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 5:02:47, time: 0.290, data_time: 0.034, memory: 7231, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0515, loss_cls: 0.2159, acc: 92.4126, loss_bbox: 0.2554, loss_mask: 0.2456, loss: 0.7981
2022-07-30 22:39:02,476 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 5:02:32, time: 0.272, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0495, loss_cls: 0.2149, acc: 92.5271, loss_bbox: 0.2517, loss_mask: 0.2488, loss: 0.7936
2022-07-30 22:39:16,502 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 5:02:18, time: 0.281, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0521, loss_cls: 0.2146, acc: 92.5264, loss_bbox: 0.2535, loss_mask: 0.2465, loss: 0.7960
2022-07-30 22:39:30,623 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 5:02:05, time: 0.282, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0521, loss_cls: 0.2178, acc: 92.3381, loss_bbox: 0.2601, loss_mask: 0.2500, loss: 0.8091
2022-07-30 22:39:44,641 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 5:01:51, time: 0.280, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0505, loss_cls: 0.2132, acc: 92.4175, loss_bbox: 0.2540, loss_mask: 0.2415, loss: 0.7890
2022-07-30 22:39:58,889 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 5:01:38, time: 0.285, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0540, loss_cls: 0.2183, acc: 92.3196, loss_bbox: 0.2587, loss_mask: 0.2559, loss: 0.8198
2022-07-30 22:40:12,830 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 5:01:23, time: 0.279, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0518, loss_cls: 0.2137, acc: 92.5229, loss_bbox: 0.2543, loss_mask: 0.2473, loss: 0.7950
2022-07-30 22:40:26,342 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 5:01:08, time: 0.270, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0501, loss_cls: 0.2086, acc: 92.5881, loss_bbox: 0.2485, loss_mask: 0.2423, loss: 0.7787
2022-07-30 22:40:40,499 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 5:00:55, time: 0.283, data_time: 0.035, memory: 7231, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0541, loss_cls: 0.2290, acc: 91.9785, loss_bbox: 0.2669, loss_mask: 0.2528, loss: 0.8326
2022-07-30 22:40:54,186 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 5:00:40, time: 0.274, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0491, loss_cls: 0.2079, acc: 92.7437, loss_bbox: 0.2479, loss_mask: 0.2454, loss: 0.7791
2022-07-30 22:41:08,208 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 5:00:26, time: 0.280, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0508, loss_cls: 0.2182, acc: 92.4016, loss_bbox: 0.2553, loss_mask: 0.2471, loss: 0.7998
2022-07-30 22:41:22,448 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 5:00:13, time: 0.285, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0538, loss_cls: 0.2189, acc: 92.2812, loss_bbox: 0.2624, loss_mask: 0.2564, loss: 0.8231
2022-07-30 22:41:36,045 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 4:59:58, time: 0.272, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0535, loss_cls: 0.2144, acc: 92.4705, loss_bbox: 0.2546, loss_mask: 0.2488, loss: 0.8006
2022-07-30 22:41:49,689 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 4:59:43, time: 0.273, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0533, loss_cls: 0.2111, acc: 92.5330, loss_bbox: 0.2523, loss_mask: 0.2476, loss: 0.7947
2022-07-30 22:42:03,570 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 4:59:29, time: 0.278, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0501, loss_cls: 0.2128, acc: 92.4707, loss_bbox: 0.2496, loss_mask: 0.2443, loss: 0.7834
2022-07-30 22:42:17,517 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 4:59:14, time: 0.279, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0522, loss_cls: 0.2168, acc: 92.3857, loss_bbox: 0.2541, loss_mask: 0.2487, loss: 0.8047
2022-07-30 22:42:31,039 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 4:58:59, time: 0.270, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0487, loss_cls: 0.2093, acc: 92.6328, loss_bbox: 0.2411, loss_mask: 0.2433, loss: 0.7700
2022-07-30 22:42:44,878 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 4:58:45, time: 0.277, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0513, loss_cls: 0.2119, acc: 92.5112, loss_bbox: 0.2510, loss_mask: 0.2493, loss: 0.7918
2022-07-30 22:42:58,959 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 4:58:31, time: 0.282, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0531, loss_cls: 0.2171, acc: 92.3540, loss_bbox: 0.2576, loss_mask: 0.2532, loss: 0.8115
2022-07-30 22:43:12,956 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 4:58:17, time: 0.280, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0511, loss_cls: 0.2149, acc: 92.4272, loss_bbox: 0.2469, loss_mask: 0.2444, loss: 0.7854
2022-07-30 22:43:26,958 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 4:58:03, time: 0.280, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0495, loss_cls: 0.2228, acc: 92.2866, loss_bbox: 0.2567, loss_mask: 0.2492, loss: 0.8075
2022-07-30 22:43:40,827 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 4:57:49, time: 0.277, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0512, loss_cls: 0.2117, acc: 92.5593, loss_bbox: 0.2523, loss_mask: 0.2497, loss: 0.7927
2022-07-30 22:43:54,591 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 4:57:35, time: 0.275, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0486, loss_cls: 0.2107, acc: 92.6938, loss_bbox: 0.2476, loss_mask: 0.2470, loss: 0.7821
2022-07-30 22:44:08,774 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 4:57:21, time: 0.284, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0500, loss_cls: 0.2161, acc: 92.4883, loss_bbox: 0.2533, loss_mask: 0.2515, loss: 0.7980
2022-07-30 22:44:23,186 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 4:57:08, time: 0.288, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0524, loss_cls: 0.2051, acc: 92.7637, loss_bbox: 0.2440, loss_mask: 0.2434, loss: 0.7775
2022-07-30 22:44:36,835 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 4:56:53, time: 0.273, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0516, loss_cls: 0.2153, acc: 92.4546, loss_bbox: 0.2518, loss_mask: 0.2507, loss: 0.7986
2022-07-30 22:44:50,491 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 4:56:39, time: 0.273, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0501, loss_cls: 0.2138, acc: 92.6335, loss_bbox: 0.2467, loss_mask: 0.2504, loss: 0.7899
2022-07-30 22:45:04,408 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 4:56:24, time: 0.278, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0485, loss_cls: 0.2064, acc: 92.7791, loss_bbox: 0.2442, loss_mask: 0.2439, loss: 0.7719
2022-07-30 22:45:18,216 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 4:56:10, time: 0.276, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0521, loss_cls: 0.2148, acc: 92.4756, loss_bbox: 0.2472, loss_mask: 0.2440, loss: 0.7882
2022-07-30 22:45:32,419 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 4:55:57, time: 0.284, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0503, loss_cls: 0.2219, acc: 92.3208, loss_bbox: 0.2560, loss_mask: 0.2438, loss: 0.8020
2022-07-30 22:45:46,355 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 4:55:43, time: 0.279, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0532, loss_cls: 0.2111, acc: 92.6255, loss_bbox: 0.2491, loss_mask: 0.2537, loss: 0.7969
2022-07-30 22:45:59,895 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 4:55:27, time: 0.271, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0532, loss_cls: 0.2261, acc: 92.1663, loss_bbox: 0.2644, loss_mask: 0.2560, loss: 0.8300
2022-07-30 22:46:13,667 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 4:55:13, time: 0.275, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0505, loss_cls: 0.2113, acc: 92.4709, loss_bbox: 0.2539, loss_mask: 0.2469, loss: 0.7896
2022-07-30 22:46:27,487 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 4:54:59, time: 0.276, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0514, loss_cls: 0.2080, acc: 92.5916, loss_bbox: 0.2498, loss_mask: 0.2428, loss: 0.7838
2022-07-30 22:46:41,521 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 4:54:45, time: 0.281, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0513, loss_cls: 0.2149, acc: 92.3530, loss_bbox: 0.2576, loss_mask: 0.2501, loss: 0.8017
2022-07-30 22:46:55,729 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 4:54:31, time: 0.284, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0538, loss_cls: 0.2190, acc: 92.3203, loss_bbox: 0.2566, loss_mask: 0.2450, loss: 0.8052
2022-07-30 22:47:09,713 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 4:54:17, time: 0.280, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0527, loss_cls: 0.2124, acc: 92.6321, loss_bbox: 0.2493, loss_mask: 0.2494, loss: 0.7942
2022-07-30 22:47:23,267 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 4:54:02, time: 0.271, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0549, loss_cls: 0.2050, acc: 92.8123, loss_bbox: 0.2434, loss_mask: 0.2500, loss: 0.7831
2022-07-30 22:47:36,999 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 4:53:48, time: 0.275, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0502, loss_cls: 0.1989, acc: 92.8835, loss_bbox: 0.2462, loss_mask: 0.2461, loss: 0.7691
2022-07-30 22:47:51,580 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 4:53:35, time: 0.292, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0523, loss_cls: 0.2173, acc: 92.4597, loss_bbox: 0.2512, loss_mask: 0.2518, loss: 0.8034
2022-07-30 22:48:05,101 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 4:53:20, time: 0.270, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0459, loss_cls: 0.2068, acc: 92.7249, loss_bbox: 0.2436, loss_mask: 0.2436, loss: 0.7673
2022-07-30 22:48:18,987 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 4:53:06, time: 0.278, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0511, loss_cls: 0.2150, acc: 92.4414, loss_bbox: 0.2527, loss_mask: 0.2507, loss: 0.8000
2022-07-30 22:48:33,046 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 4:52:52, time: 0.281, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0516, loss_cls: 0.2141, acc: 92.4568, loss_bbox: 0.2539, loss_mask: 0.2483, loss: 0.7979
2022-07-30 22:48:46,889 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 4:52:38, time: 0.277, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0500, loss_cls: 0.2064, acc: 92.8081, loss_bbox: 0.2470, loss_mask: 0.2470, loss: 0.7807
2022-07-30 22:49:00,834 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 4:52:24, time: 0.279, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0518, loss_cls: 0.2238, acc: 92.2334, loss_bbox: 0.2627, loss_mask: 0.2490, loss: 0.8203
2022-07-30 22:49:14,238 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 4:52:08, time: 0.268, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0493, loss_cls: 0.2108, acc: 92.6680, loss_bbox: 0.2438, loss_mask: 0.2448, loss: 0.7784
2022-07-30 22:49:27,777 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 4:51:53, time: 0.271, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0512, loss_cls: 0.2069, acc: 92.7793, loss_bbox: 0.2394, loss_mask: 0.2450, loss: 0.7713
2022-07-30 22:49:41,544 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 4:51:39, time: 0.275, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0474, loss_cls: 0.2169, acc: 92.5093, loss_bbox: 0.2510, loss_mask: 0.2418, loss: 0.7871
2022-07-30 22:49:55,601 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 4:51:25, time: 0.281, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0512, loss_cls: 0.2184, acc: 92.4270, loss_bbox: 0.2541, loss_mask: 0.2493, loss: 0.8043
2022-07-30 22:50:09,252 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 4:51:10, time: 0.273, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0494, loss_cls: 0.2203, acc: 92.4890, loss_bbox: 0.2453, loss_mask: 0.2480, loss: 0.7933
2022-07-30 22:50:23,016 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 4:50:56, time: 0.275, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0507, loss_cls: 0.2197, acc: 92.4033, loss_bbox: 0.2527, loss_mask: 0.2501, loss: 0.8022
2022-07-30 22:50:36,847 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 4:50:42, time: 0.277, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0477, loss_cls: 0.2132, acc: 92.5918, loss_bbox: 0.2480, loss_mask: 0.2495, loss: 0.7841
2022-07-30 22:50:50,960 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 4:50:28, time: 0.282, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0508, loss_cls: 0.2214, acc: 92.1848, loss_bbox: 0.2653, loss_mask: 0.2565, loss: 0.8254
2022-07-30 22:51:04,887 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 4:50:14, time: 0.279, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0502, loss_cls: 0.2188, acc: 92.4617, loss_bbox: 0.2497, loss_mask: 0.2600, loss: 0.8083
2022-07-30 22:51:18,488 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 4:49:59, time: 0.272, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0520, loss_cls: 0.2184, acc: 92.4121, loss_bbox: 0.2538, loss_mask: 0.2496, loss: 0.8040
2022-07-30 22:51:32,120 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 4:49:44, time: 0.273, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0493, loss_cls: 0.2148, acc: 92.5256, loss_bbox: 0.2495, loss_mask: 0.2506, loss: 0.7923
2022-07-30 22:51:45,926 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 4:49:30, time: 0.276, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0527, loss_cls: 0.2178, acc: 92.4299, loss_bbox: 0.2556, loss_mask: 0.2528, loss: 0.8116
2022-07-30 22:51:59,810 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 4:49:16, time: 0.278, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0507, loss_cls: 0.2180, acc: 92.2856, loss_bbox: 0.2573, loss_mask: 0.2494, loss: 0.8055
2022-07-30 22:52:13,675 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 4:49:01, time: 0.277, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0517, loss_cls: 0.2135, acc: 92.5381, loss_bbox: 0.2491, loss_mask: 0.2495, loss: 0.7956
2022-07-30 22:52:27,576 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 4:48:47, time: 0.278, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0481, loss_cls: 0.2085, acc: 92.6787, loss_bbox: 0.2392, loss_mask: 0.2435, loss: 0.7672
2022-07-30 22:52:41,357 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 4:48:33, time: 0.276, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0536, loss_cls: 0.2178, acc: 92.2930, loss_bbox: 0.2578, loss_mask: 0.2528, loss: 0.8144
2022-07-30 22:52:54,779 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 4:48:18, time: 0.268, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0511, loss_cls: 0.2142, acc: 92.5977, loss_bbox: 0.2428, loss_mask: 0.2506, loss: 0.7874
2022-07-30 22:53:08,608 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 4:48:03, time: 0.277, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0493, loss_cls: 0.2194, acc: 92.4250, loss_bbox: 0.2497, loss_mask: 0.2470, loss: 0.7970
2022-07-30 22:53:22,352 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 4:47:49, time: 0.275, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0493, loss_cls: 0.2129, acc: 92.5562, loss_bbox: 0.2440, loss_mask: 0.2498, loss: 0.7861
2022-07-30 22:53:35,859 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 4:47:34, time: 0.270, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0550, loss_cls: 0.2192, acc: 92.3125, loss_bbox: 0.2600, loss_mask: 0.2520, loss: 0.8165
2022-07-30 22:53:49,830 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 4:47:20, time: 0.279, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0512, loss_cls: 0.2151, acc: 92.5444, loss_bbox: 0.2495, loss_mask: 0.2493, loss: 0.7952
2022-07-30 22:54:03,458 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 4:47:05, time: 0.273, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0506, loss_cls: 0.2131, acc: 92.6270, loss_bbox: 0.2493, loss_mask: 0.2496, loss: 0.7941
2022-07-30 22:54:16,886 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 4:46:50, time: 0.269, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0512, loss_cls: 0.2147, acc: 92.4460, loss_bbox: 0.2565, loss_mask: 0.2455, loss: 0.7951
2022-07-30 22:54:30,531 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 4:46:35, time: 0.273, data_time: 0.034, memory: 7231, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0485, loss_cls: 0.2068, acc: 92.7988, loss_bbox: 0.2418, loss_mask: 0.2438, loss: 0.7717
2022-07-30 22:54:44,393 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 4:46:21, time: 0.277, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0499, loss_cls: 0.2145, acc: 92.4197, loss_bbox: 0.2506, loss_mask: 0.2448, loss: 0.7886
2022-07-30 22:54:58,564 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 4:46:07, time: 0.283, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0544, loss_cls: 0.2166, acc: 92.4507, loss_bbox: 0.2499, loss_mask: 0.2493, loss: 0.8042
2022-07-30 22:55:12,495 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 4:45:53, time: 0.279, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0534, loss_cls: 0.2138, acc: 92.5879, loss_bbox: 0.2473, loss_mask: 0.2476, loss: 0.7965
2022-07-30 22:55:26,055 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 4:45:38, time: 0.271, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0521, loss_cls: 0.2070, acc: 92.7075, loss_bbox: 0.2468, loss_mask: 0.2489, loss: 0.7852
2022-07-30 22:55:40,089 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 4:45:25, time: 0.281, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0536, loss_cls: 0.2204, acc: 92.3022, loss_bbox: 0.2517, loss_mask: 0.2424, loss: 0.7998
2022-07-30 22:55:53,833 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 4:45:10, time: 0.275, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0508, loss_cls: 0.2131, acc: 92.5059, loss_bbox: 0.2500, loss_mask: 0.2436, loss: 0.7884
2022-07-30 22:56:07,317 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 4:44:55, time: 0.270, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0517, loss_cls: 0.2127, acc: 92.5005, loss_bbox: 0.2532, loss_mask: 0.2538, loss: 0.8037
2022-07-30 22:56:20,984 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 4:44:41, time: 0.273, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0484, loss_cls: 0.2095, acc: 92.7415, loss_bbox: 0.2467, loss_mask: 0.2498, loss: 0.7829
2022-07-30 22:56:35,505 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 4:44:28, time: 0.290, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0522, loss_cls: 0.2154, acc: 92.4285, loss_bbox: 0.2572, loss_mask: 0.2501, loss: 0.8066
2022-07-30 22:56:49,631 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 4:44:14, time: 0.283, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0538, loss_cls: 0.2272, acc: 92.2061, loss_bbox: 0.2569, loss_mask: 0.2529, loss: 0.8243
2022-07-30 22:57:03,329 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 4:44:00, time: 0.274, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0524, loss_cls: 0.2190, acc: 92.2888, loss_bbox: 0.2559, loss_mask: 0.2545, loss: 0.8111
2022-07-30 22:57:16,979 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 4:43:45, time: 0.273, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0542, loss_cls: 0.2243, acc: 92.2441, loss_bbox: 0.2630, loss_mask: 0.2585, loss: 0.8332
2022-07-30 22:57:30,501 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 4:43:30, time: 0.271, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0503, loss_cls: 0.2129, acc: 92.5295, loss_bbox: 0.2507, loss_mask: 0.2468, loss: 0.7910
2022-07-30 22:57:43,843 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 4:43:15, time: 0.267, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0505, loss_cls: 0.2144, acc: 92.4177, loss_bbox: 0.2504, loss_mask: 0.2461, loss: 0.7908
2022-07-30 22:57:57,520 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 4:43:00, time: 0.274, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0510, loss_cls: 0.2155, acc: 92.3552, loss_bbox: 0.2564, loss_mask: 0.2496, loss: 0.8003
2022-07-30 22:58:10,878 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 4:42:45, time: 0.267, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0512, loss_cls: 0.2107, acc: 92.6013, loss_bbox: 0.2497, loss_mask: 0.2500, loss: 0.7887
2022-07-30 22:58:24,415 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 4:42:30, time: 0.271, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0533, loss_cls: 0.2180, acc: 92.4692, loss_bbox: 0.2511, loss_mask: 0.2473, loss: 0.7993
2022-07-30 22:58:38,353 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 4:42:16, time: 0.279, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0533, loss_cls: 0.2199, acc: 92.3445, loss_bbox: 0.2495, loss_mask: 0.2478, loss: 0.8000
2022-07-30 22:58:52,200 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 4:42:02, time: 0.277, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0529, loss_cls: 0.2125, acc: 92.4697, loss_bbox: 0.2534, loss_mask: 0.2507, loss: 0.8020
2022-07-30 22:59:05,195 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 4:41:46, time: 0.260, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0467, loss_cls: 0.2123, acc: 92.6355, loss_bbox: 0.2430, loss_mask: 0.2462, loss: 0.7772
2022-07-30 22:59:18,853 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 4:41:31, time: 0.273, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0507, loss_cls: 0.2077, acc: 92.7537, loss_bbox: 0.2444, loss_mask: 0.2410, loss: 0.7728
2022-07-30 22:59:32,707 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 4:41:17, time: 0.277, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0527, loss_cls: 0.2185, acc: 92.3228, loss_bbox: 0.2585, loss_mask: 0.2539, loss: 0.8154
2022-07-30 22:59:46,601 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 4:41:03, time: 0.278, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0540, loss_cls: 0.2255, acc: 92.0886, loss_bbox: 0.2628, loss_mask: 0.2496, loss: 0.8223
2022-07-30 23:00:00,747 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 4:40:49, time: 0.283, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0554, loss_cls: 0.2230, acc: 92.2246, loss_bbox: 0.2579, loss_mask: 0.2551, loss: 0.8234
2022-07-30 23:00:14,057 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 4:40:34, time: 0.266, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0502, loss_cls: 0.2220, acc: 92.2629, loss_bbox: 0.2541, loss_mask: 0.2486, loss: 0.8066
2022-07-30 23:00:27,967 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 4:40:20, time: 0.278, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0553, loss_cls: 0.2200, acc: 92.4143, loss_bbox: 0.2528, loss_mask: 0.2559, loss: 0.8188
2022-07-30 23:00:41,450 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 4:40:05, time: 0.270, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0528, loss_cls: 0.2243, acc: 92.2024, loss_bbox: 0.2605, loss_mask: 0.2560, loss: 0.8276
2022-07-30 23:00:54,716 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 4:39:49, time: 0.265, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0484, loss_cls: 0.2155, acc: 92.6499, loss_bbox: 0.2426, loss_mask: 0.2492, loss: 0.7836
2022-07-30 23:01:08,104 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 4:39:34, time: 0.268, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0523, loss_cls: 0.2234, acc: 92.1763, loss_bbox: 0.2554, loss_mask: 0.2522, loss: 0.8125
2022-07-30 23:01:21,916 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 4:39:20, time: 0.276, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0533, loss_cls: 0.2274, acc: 92.1289, loss_bbox: 0.2556, loss_mask: 0.2549, loss: 0.8226
2022-07-30 23:01:35,730 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 4:39:06, time: 0.276, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0505, loss_cls: 0.2291, acc: 92.0879, loss_bbox: 0.2527, loss_mask: 0.2514, loss: 0.8132
2022-07-30 23:01:49,093 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 4:38:50, time: 0.267, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0484, loss_cls: 0.2125, acc: 92.5129, loss_bbox: 0.2472, loss_mask: 0.2459, loss: 0.7830
2022-07-30 23:02:02,248 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 4:38:35, time: 0.263, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0475, loss_cls: 0.2107, acc: 92.6440, loss_bbox: 0.2491, loss_mask: 0.2476, loss: 0.7815
2022-07-30 23:02:15,931 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 4:38:20, time: 0.274, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0510, loss_cls: 0.2129, acc: 92.4578, loss_bbox: 0.2534, loss_mask: 0.2452, loss: 0.7909
2022-07-30 23:02:29,416 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 4:38:05, time: 0.270, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0537, loss_cls: 0.2139, acc: 92.5720, loss_bbox: 0.2491, loss_mask: 0.2515, loss: 0.7984
2022-07-30 23:02:43,143 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 4:37:51, time: 0.274, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0545, loss_cls: 0.2222, acc: 92.2012, loss_bbox: 0.2645, loss_mask: 0.2515, loss: 0.8267
2022-07-30 23:02:56,633 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 4:37:36, time: 0.270, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0521, loss_cls: 0.2228, acc: 92.1953, loss_bbox: 0.2543, loss_mask: 0.2497, loss: 0.8082
2022-07-30 23:03:10,472 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 4:37:22, time: 0.277, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0541, loss_cls: 0.2227, acc: 92.2021, loss_bbox: 0.2629, loss_mask: 0.2481, loss: 0.8204
2022-07-30 23:03:24,087 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 4:37:07, time: 0.272, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0507, loss_cls: 0.2173, acc: 92.4089, loss_bbox: 0.2550, loss_mask: 0.2488, loss: 0.8013
2022-07-30 23:03:37,849 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 4:36:53, time: 0.275, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0520, loss_cls: 0.2137, acc: 92.4829, loss_bbox: 0.2483, loss_mask: 0.2506, loss: 0.7949
2022-07-30 23:03:50,856 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 4:36:37, time: 0.260, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0489, loss_cls: 0.2071, acc: 92.7126, loss_bbox: 0.2404, loss_mask: 0.2460, loss: 0.7717
2022-07-30 23:04:04,642 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 4:36:23, time: 0.276, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0496, loss_cls: 0.2128, acc: 92.4666, loss_bbox: 0.2510, loss_mask: 0.2496, loss: 0.7926
2022-07-30 23:04:18,600 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 4:36:09, time: 0.279, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0518, loss_cls: 0.2158, acc: 92.3547, loss_bbox: 0.2520, loss_mask: 0.2526, loss: 0.8030
2022-07-30 23:04:32,485 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 4:35:55, time: 0.278, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0532, loss_cls: 0.2215, acc: 92.2419, loss_bbox: 0.2578, loss_mask: 0.2545, loss: 0.8205
2022-07-30 23:04:46,199 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 4:35:40, time: 0.274, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0523, loss_cls: 0.2130, acc: 92.4768, loss_bbox: 0.2464, loss_mask: 0.2498, loss: 0.7919
2022-07-30 23:04:59,519 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 4:35:25, time: 0.266, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0484, loss_cls: 0.2042, acc: 92.9004, loss_bbox: 0.2426, loss_mask: 0.2366, loss: 0.7604
2022-07-30 23:05:12,931 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 4:35:10, time: 0.268, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0475, loss_cls: 0.2062, acc: 92.8064, loss_bbox: 0.2424, loss_mask: 0.2465, loss: 0.7707
2022-07-30 23:05:26,283 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 4:34:55, time: 0.267, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0498, loss_cls: 0.2081, acc: 92.8347, loss_bbox: 0.2395, loss_mask: 0.2465, loss: 0.7710
2022-07-30 23:05:40,195 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 4:34:41, time: 0.278, data_time: 0.036, memory: 7231, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0522, loss_cls: 0.2228, acc: 92.1960, loss_bbox: 0.2555, loss_mask: 0.2468, loss: 0.8081
2022-07-30 23:05:53,912 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 4:34:27, time: 0.274, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0536, loss_cls: 0.2140, acc: 92.4495, loss_bbox: 0.2533, loss_mask: 0.2457, loss: 0.7976
2022-07-30 23:06:07,534 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 4:34:12, time: 0.272, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0497, loss_cls: 0.2193, acc: 92.3511, loss_bbox: 0.2481, loss_mask: 0.2452, loss: 0.7925
2022-07-30 23:06:21,341 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 4:33:58, time: 0.276, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0514, loss_cls: 0.2234, acc: 92.1099, loss_bbox: 0.2593, loss_mask: 0.2491, loss: 0.8132
2022-07-30 23:06:34,512 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 4:33:42, time: 0.263, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0518, loss_cls: 0.2247, acc: 92.2690, loss_bbox: 0.2545, loss_mask: 0.2567, loss: 0.8193
2022-07-30 23:06:48,125 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 4:33:28, time: 0.272, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0511, loss_cls: 0.2152, acc: 92.5549, loss_bbox: 0.2541, loss_mask: 0.2516, loss: 0.8014
2022-07-30 23:07:01,514 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 4:33:13, time: 0.268, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0539, loss_cls: 0.2168, acc: 92.4602, loss_bbox: 0.2506, loss_mask: 0.2483, loss: 0.8025
2022-07-30 23:07:15,079 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 4:32:58, time: 0.271, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0487, loss_cls: 0.2137, acc: 92.4307, loss_bbox: 0.2522, loss_mask: 0.2455, loss: 0.7890
2022-07-30 23:07:29,031 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 4:32:44, time: 0.279, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0475, loss_cls: 0.2190, acc: 92.2776, loss_bbox: 0.2580, loss_mask: 0.2415, loss: 0.7967
2022-07-30 23:07:42,917 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 4:32:30, time: 0.278, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0501, loss_cls: 0.2151, acc: 92.3787, loss_bbox: 0.2545, loss_mask: 0.2457, loss: 0.7948
2022-07-30 23:07:51,364 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-07-30 23:08:44,577 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=1.96s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=24.66s).
Accumulating evaluation results...
DONE (t=4.58s).
2022-07-30 23:09:16,341 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.377
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.608
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.415
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.232
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.414
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.482
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.523
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.523
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.354
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.561
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.652
2022-07-30 23:09:16,341 - mmdet - INFO - Evaluating segm...
/home/tiger/.local/lib/python3.7/site-packages/mmdet/datasets/coco.py:474: UserWarning: The key "bbox" is deleted for more accurate mask AP of small/medium/large instances since v2.12.0. This does not change the overall mAP calculation.
UserWarning)
Loading and preparing results...
DONE (t=1.42s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *segm*
DONE (t=26.92s).
Accumulating evaluation results...
/home/tiger/.local/lib/python3.7/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.
Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float)
DONE (t=4.61s).
2022-07-30 23:09:50,741 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.359
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.578
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.382
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.178
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.390
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.525
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.495
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.495
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.495
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.311
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.533
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.646
2022-07-30 23:09:51,361 - mmdet - INFO - Exp name: mask_rcnn_nextvit_small_1x.py
2022-07-30 23:09:51,361 - mmdet - INFO - Epoch(val) [4][625] bbox_mAP: 0.3770, bbox_mAP_50: 0.6080, bbox_mAP_75: 0.4150, bbox_mAP_s: 0.2320, bbox_mAP_m: 0.4140, bbox_mAP_l: 0.4820, bbox_mAP_copypaste: 0.377 0.608 0.415 0.232 0.414 0.482, segm_mAP: 0.3590, segm_mAP_50: 0.5780, segm_mAP_75: 0.3820, segm_mAP_s: 0.1780, segm_mAP_m: 0.3900, segm_mAP_l: 0.5250, segm_mAP_copypaste: 0.359 0.578 0.382 0.178 0.390 0.525
2022-07-30 23:10:09,035 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 4:31:58, time: 0.353, data_time: 0.108, memory: 7231, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0500, loss_cls: 0.2090, acc: 92.5063, loss_bbox: 0.2523, loss_mask: 0.2480, loss: 0.7882
2022-07-30 23:10:23,281 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 4:31:45, time: 0.285, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0478, loss_cls: 0.2063, acc: 92.7830, loss_bbox: 0.2397, loss_mask: 0.2365, loss: 0.7567
2022-07-30 23:10:37,119 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 4:31:31, time: 0.277, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0518, loss_cls: 0.1992, acc: 92.8035, loss_bbox: 0.2412, loss_mask: 0.2392, loss: 0.7580
2022-07-30 23:10:51,450 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 4:31:18, time: 0.287, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0508, loss_cls: 0.1965, acc: 92.8931, loss_bbox: 0.2445, loss_mask: 0.2473, loss: 0.7663
2022-07-30 23:11:05,505 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 4:31:04, time: 0.281, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0513, loss_cls: 0.2050, acc: 92.6392, loss_bbox: 0.2476, loss_mask: 0.2447, loss: 0.7761
2022-07-30 23:11:19,466 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 4:30:50, time: 0.279, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0522, loss_cls: 0.2066, acc: 92.6731, loss_bbox: 0.2511, loss_mask: 0.2444, loss: 0.7829
2022-07-30 23:11:33,705 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 4:30:37, time: 0.285, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0470, loss_cls: 0.2043, acc: 92.7151, loss_bbox: 0.2490, loss_mask: 0.2421, loss: 0.7681
2022-07-30 23:11:47,405 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 4:30:23, time: 0.274, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0519, loss_cls: 0.2173, acc: 92.2583, loss_bbox: 0.2534, loss_mask: 0.2428, loss: 0.7944
2022-07-30 23:12:01,093 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 4:30:08, time: 0.274, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0497, loss_cls: 0.2048, acc: 92.7668, loss_bbox: 0.2474, loss_mask: 0.2405, loss: 0.7688
2022-07-30 23:12:15,189 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 4:29:55, time: 0.282, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0498, loss_cls: 0.2016, acc: 92.6501, loss_bbox: 0.2487, loss_mask: 0.2434, loss: 0.7701
2022-07-30 23:12:29,322 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 4:29:41, time: 0.283, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0509, loss_cls: 0.2023, acc: 92.7239, loss_bbox: 0.2484, loss_mask: 0.2417, loss: 0.7706
2022-07-30 23:12:43,254 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 4:29:27, time: 0.279, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0537, loss_cls: 0.2075, acc: 92.4507, loss_bbox: 0.2509, loss_mask: 0.2438, loss: 0.7841
2022-07-30 23:12:57,531 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 4:29:14, time: 0.286, data_time: 0.036, memory: 7231, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0521, loss_cls: 0.2105, acc: 92.5042, loss_bbox: 0.2509, loss_mask: 0.2486, loss: 0.7902
2022-07-30 23:13:11,154 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 4:28:59, time: 0.272, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0485, loss_cls: 0.2131, acc: 92.4675, loss_bbox: 0.2540, loss_mask: 0.2476, loss: 0.7916
2022-07-30 23:13:25,520 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 4:28:46, time: 0.287, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0520, loss_cls: 0.2118, acc: 92.3835, loss_bbox: 0.2553, loss_mask: 0.2420, loss: 0.7899
2022-07-30 23:13:39,742 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 4:28:33, time: 0.285, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0502, loss_cls: 0.2086, acc: 92.4607, loss_bbox: 0.2537, loss_mask: 0.2434, loss: 0.7837
2022-07-30 23:13:53,170 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 4:28:18, time: 0.269, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0453, loss_cls: 0.1968, acc: 92.9856, loss_bbox: 0.2359, loss_mask: 0.2364, loss: 0.7395
2022-07-30 23:14:07,096 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 4:28:04, time: 0.279, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0499, loss_cls: 0.2073, acc: 92.5669, loss_bbox: 0.2520, loss_mask: 0.2462, loss: 0.7842
2022-07-30 23:14:21,049 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 4:27:50, time: 0.279, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0494, loss_cls: 0.2074, acc: 92.4536, loss_bbox: 0.2518, loss_mask: 0.2485, loss: 0.7851
2022-07-30 23:14:34,951 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 4:27:36, time: 0.278, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0508, loss_cls: 0.2070, acc: 92.6538, loss_bbox: 0.2449, loss_mask: 0.2397, loss: 0.7698
2022-07-30 23:14:48,835 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 4:27:22, time: 0.278, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0506, loss_cls: 0.2115, acc: 92.5181, loss_bbox: 0.2509, loss_mask: 0.2440, loss: 0.7839
2022-07-30 23:15:02,514 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 4:27:08, time: 0.274, data_time: 0.034, memory: 7231, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0469, loss_cls: 0.2014, acc: 92.8755, loss_bbox: 0.2360, loss_mask: 0.2390, loss: 0.7487
2022-07-30 23:15:16,356 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 4:26:54, time: 0.277, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0534, loss_cls: 0.2091, acc: 92.6902, loss_bbox: 0.2468, loss_mask: 0.2418, loss: 0.7806
2022-07-30 23:15:30,233 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 4:26:40, time: 0.278, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0483, loss_cls: 0.2111, acc: 92.4895, loss_bbox: 0.2586, loss_mask: 0.2440, loss: 0.7913
2022-07-30 23:15:43,956 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 4:26:26, time: 0.274, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0476, loss_cls: 0.2070, acc: 92.5791, loss_bbox: 0.2454, loss_mask: 0.2435, loss: 0.7682
2022-07-30 23:15:57,755 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 4:26:11, time: 0.276, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0500, loss_cls: 0.2044, acc: 92.7688, loss_bbox: 0.2434, loss_mask: 0.2456, loss: 0.7714
2022-07-30 23:16:11,220 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 4:25:57, time: 0.269, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0496, loss_cls: 0.2067, acc: 92.7065, loss_bbox: 0.2458, loss_mask: 0.2443, loss: 0.7751
2022-07-30 23:16:25,045 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 4:25:42, time: 0.277, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0489, loss_cls: 0.2040, acc: 92.7263, loss_bbox: 0.2478, loss_mask: 0.2454, loss: 0.7728
2022-07-30 23:16:38,476 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 4:25:28, time: 0.269, data_time: 0.021, memory: 7231, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0462, loss_cls: 0.1982, acc: 92.8684, loss_bbox: 0.2386, loss_mask: 0.2401, loss: 0.7488
2022-07-30 23:16:51,521 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 4:25:12, time: 0.261, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0479, loss_cls: 0.2075, acc: 92.6023, loss_bbox: 0.2439, loss_mask: 0.2373, loss: 0.7634
2022-07-30 23:17:05,382 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 4:24:58, time: 0.277, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0479, loss_cls: 0.1987, acc: 92.9224, loss_bbox: 0.2378, loss_mask: 0.2389, loss: 0.7510
2022-07-30 23:17:19,115 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 4:24:44, time: 0.275, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0510, loss_cls: 0.2144, acc: 92.2324, loss_bbox: 0.2606, loss_mask: 0.2499, loss: 0.8057
2022-07-30 23:17:32,900 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 4:24:30, time: 0.276, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0501, loss_cls: 0.2047, acc: 92.6890, loss_bbox: 0.2459, loss_mask: 0.2424, loss: 0.7723
2022-07-30 23:17:47,403 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 4:24:17, time: 0.290, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0552, loss_cls: 0.2261, acc: 91.9458, loss_bbox: 0.2650, loss_mask: 0.2501, loss: 0.8258
2022-07-30 23:18:01,053 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 4:24:02, time: 0.273, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0501, loss_cls: 0.2061, acc: 92.7239, loss_bbox: 0.2484, loss_mask: 0.2447, loss: 0.7780
2022-07-30 23:18:14,632 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 4:23:48, time: 0.272, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0490, loss_cls: 0.2009, acc: 92.8198, loss_bbox: 0.2432, loss_mask: 0.2437, loss: 0.7629
2022-07-30 23:18:28,379 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 4:23:33, time: 0.275, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0509, loss_cls: 0.2132, acc: 92.5354, loss_bbox: 0.2510, loss_mask: 0.2452, loss: 0.7884
2022-07-30 23:18:41,999 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 4:23:19, time: 0.273, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0495, loss_cls: 0.2024, acc: 92.8206, loss_bbox: 0.2412, loss_mask: 0.2389, loss: 0.7593
2022-07-30 23:18:55,584 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 4:23:04, time: 0.272, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0492, loss_cls: 0.2020, acc: 92.8394, loss_bbox: 0.2398, loss_mask: 0.2440, loss: 0.7606
2022-07-30 23:19:09,566 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 4:22:51, time: 0.280, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0476, loss_cls: 0.2064, acc: 92.6348, loss_bbox: 0.2476, loss_mask: 0.2421, loss: 0.7725
2022-07-30 23:19:23,498 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 4:22:37, time: 0.279, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0491, loss_cls: 0.2042, acc: 92.6494, loss_bbox: 0.2445, loss_mask: 0.2403, loss: 0.7651
2022-07-30 23:19:37,608 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 4:22:23, time: 0.282, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0522, loss_cls: 0.2095, acc: 92.5354, loss_bbox: 0.2516, loss_mask: 0.2457, loss: 0.7857
2022-07-30 23:19:51,586 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 4:22:09, time: 0.280, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0505, loss_cls: 0.2020, acc: 92.8157, loss_bbox: 0.2449, loss_mask: 0.2435, loss: 0.7692
2022-07-30 23:20:05,746 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 4:21:56, time: 0.283, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0485, loss_cls: 0.1982, acc: 92.8826, loss_bbox: 0.2382, loss_mask: 0.2395, loss: 0.7515
2022-07-30 23:20:19,427 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 4:21:41, time: 0.274, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0457, loss_cls: 0.1936, acc: 93.2283, loss_bbox: 0.2280, loss_mask: 0.2401, loss: 0.7334
2022-07-30 23:20:33,259 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 4:21:27, time: 0.277, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0489, loss_cls: 0.1995, acc: 92.9006, loss_bbox: 0.2355, loss_mask: 0.2396, loss: 0.7507
2022-07-30 23:20:47,017 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 4:21:13, time: 0.275, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0499, loss_cls: 0.2056, acc: 92.7812, loss_bbox: 0.2433, loss_mask: 0.2424, loss: 0.7690
2022-07-30 23:21:00,998 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 4:20:59, time: 0.280, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0505, loss_cls: 0.2086, acc: 92.5083, loss_bbox: 0.2522, loss_mask: 0.2437, loss: 0.7833
2022-07-30 23:21:14,526 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 4:20:45, time: 0.271, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0489, loss_cls: 0.2052, acc: 92.7439, loss_bbox: 0.2411, loss_mask: 0.2433, loss: 0.7654
2022-07-30 23:21:28,271 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 4:20:30, time: 0.275, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0509, loss_cls: 0.2100, acc: 92.6313, loss_bbox: 0.2464, loss_mask: 0.2449, loss: 0.7816
2022-07-30 23:21:42,403 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 4:20:17, time: 0.283, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0517, loss_cls: 0.2090, acc: 92.5598, loss_bbox: 0.2529, loss_mask: 0.2455, loss: 0.7875
2022-07-30 23:21:56,229 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 4:20:03, time: 0.276, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0487, loss_cls: 0.1994, acc: 92.8906, loss_bbox: 0.2426, loss_mask: 0.2467, loss: 0.7645
2022-07-30 23:22:10,410 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 4:19:49, time: 0.283, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0517, loss_cls: 0.2031, acc: 92.7324, loss_bbox: 0.2528, loss_mask: 0.2436, loss: 0.7788
2022-07-30 23:22:24,291 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 4:19:35, time: 0.278, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0512, loss_cls: 0.1966, acc: 93.0830, loss_bbox: 0.2368, loss_mask: 0.2465, loss: 0.7583
2022-07-30 23:22:38,176 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 4:19:21, time: 0.278, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0512, loss_cls: 0.2064, acc: 92.7026, loss_bbox: 0.2460, loss_mask: 0.2408, loss: 0.7721
2022-07-30 23:22:52,142 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 4:19:08, time: 0.279, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0486, loss_cls: 0.2062, acc: 92.6165, loss_bbox: 0.2475, loss_mask: 0.2426, loss: 0.7731
2022-07-30 23:23:06,279 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 4:18:54, time: 0.283, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0502, loss_cls: 0.2129, acc: 92.3931, loss_bbox: 0.2488, loss_mask: 0.2471, loss: 0.7869
2022-07-30 23:23:20,270 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 4:18:40, time: 0.280, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0510, loss_cls: 0.2111, acc: 92.5181, loss_bbox: 0.2505, loss_mask: 0.2420, loss: 0.7830
2022-07-30 23:23:34,045 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 4:18:26, time: 0.275, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0470, loss_cls: 0.1989, acc: 92.8875, loss_bbox: 0.2411, loss_mask: 0.2427, loss: 0.7546
2022-07-30 23:23:47,884 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 4:18:12, time: 0.277, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0498, loss_cls: 0.2087, acc: 92.4883, loss_bbox: 0.2480, loss_mask: 0.2387, loss: 0.7737
2022-07-30 23:24:02,063 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 4:17:58, time: 0.284, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0494, loss_cls: 0.2049, acc: 92.7996, loss_bbox: 0.2438, loss_mask: 0.2453, loss: 0.7717
2022-07-30 23:24:15,873 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 4:17:44, time: 0.276, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0497, loss_cls: 0.2114, acc: 92.5798, loss_bbox: 0.2446, loss_mask: 0.2433, loss: 0.7767
2022-07-30 23:24:29,444 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 4:17:30, time: 0.271, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0476, loss_cls: 0.2093, acc: 92.6663, loss_bbox: 0.2443, loss_mask: 0.2386, loss: 0.7672
2022-07-30 23:24:42,738 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 4:17:15, time: 0.266, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0480, loss_cls: 0.2049, acc: 92.8027, loss_bbox: 0.2370, loss_mask: 0.2396, loss: 0.7556
2022-07-30 23:24:56,578 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 4:17:01, time: 0.277, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0511, loss_cls: 0.2134, acc: 92.4009, loss_bbox: 0.2519, loss_mask: 0.2439, loss: 0.7888
2022-07-30 23:25:10,519 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 4:16:47, time: 0.279, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0509, loss_cls: 0.2165, acc: 92.3083, loss_bbox: 0.2521, loss_mask: 0.2439, loss: 0.7915
2022-07-30 23:25:24,810 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 4:16:34, time: 0.286, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0546, loss_cls: 0.2247, acc: 92.1846, loss_bbox: 0.2634, loss_mask: 0.2548, loss: 0.8265
2022-07-30 23:25:38,763 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 4:16:20, time: 0.279, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0514, loss_cls: 0.2114, acc: 92.5151, loss_bbox: 0.2469, loss_mask: 0.2521, loss: 0.7920
2022-07-30 23:25:52,413 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 4:16:05, time: 0.273, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0494, loss_cls: 0.2083, acc: 92.7141, loss_bbox: 0.2427, loss_mask: 0.2448, loss: 0.7729
2022-07-30 23:26:06,175 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 4:15:51, time: 0.275, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0489, loss_cls: 0.2083, acc: 92.6724, loss_bbox: 0.2445, loss_mask: 0.2394, loss: 0.7678
2022-07-30 23:26:19,450 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 4:15:36, time: 0.266, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0474, loss_cls: 0.2040, acc: 92.7759, loss_bbox: 0.2409, loss_mask: 0.2379, loss: 0.7550
2022-07-30 23:26:32,989 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 4:15:22, time: 0.271, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0485, loss_cls: 0.2019, acc: 92.9731, loss_bbox: 0.2363, loss_mask: 0.2413, loss: 0.7547
2022-07-30 23:26:47,513 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 4:15:09, time: 0.290, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0563, loss_cls: 0.2222, acc: 92.1216, loss_bbox: 0.2599, loss_mask: 0.2508, loss: 0.8213
2022-07-30 23:27:01,268 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 4:14:55, time: 0.275, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0509, loss_cls: 0.2087, acc: 92.6914, loss_bbox: 0.2440, loss_mask: 0.2385, loss: 0.7715
2022-07-30 23:27:15,082 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 4:14:40, time: 0.276, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0542, loss_cls: 0.2134, acc: 92.6248, loss_bbox: 0.2474, loss_mask: 0.2468, loss: 0.7917
2022-07-30 23:27:29,053 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 4:14:27, time: 0.279, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0507, loss_cls: 0.2019, acc: 92.8323, loss_bbox: 0.2434, loss_mask: 0.2365, loss: 0.7600
2022-07-30 23:27:42,726 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 4:14:12, time: 0.273, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0472, loss_cls: 0.1977, acc: 92.9265, loss_bbox: 0.2378, loss_mask: 0.2367, loss: 0.7464
2022-07-30 23:27:56,587 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 4:13:58, time: 0.277, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0518, loss_cls: 0.2034, acc: 92.7532, loss_bbox: 0.2478, loss_mask: 0.2461, loss: 0.7766
2022-07-30 23:28:10,575 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 4:13:44, time: 0.280, data_time: 0.033, memory: 7231, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0525, loss_cls: 0.2132, acc: 92.4819, loss_bbox: 0.2505, loss_mask: 0.2441, loss: 0.7889
2022-07-30 23:28:24,450 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 4:13:30, time: 0.278, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0479, loss_cls: 0.1888, acc: 93.1895, loss_bbox: 0.2314, loss_mask: 0.2348, loss: 0.7294
2022-07-30 23:28:38,521 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 4:13:17, time: 0.281, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0516, loss_cls: 0.2052, acc: 92.7922, loss_bbox: 0.2422, loss_mask: 0.2473, loss: 0.7760
2022-07-30 23:28:52,648 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 4:13:03, time: 0.283, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0489, loss_cls: 0.1992, acc: 92.8730, loss_bbox: 0.2396, loss_mask: 0.2418, loss: 0.7566
2022-07-30 23:29:06,513 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 4:12:49, time: 0.277, data_time: 0.023, memory: 7231, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0483, loss_cls: 0.2025, acc: 92.9248, loss_bbox: 0.2346, loss_mask: 0.2346, loss: 0.7472
2022-07-30 23:29:20,008 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 4:12:35, time: 0.270, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0495, loss_cls: 0.2044, acc: 92.8489, loss_bbox: 0.2398, loss_mask: 0.2427, loss: 0.7663
2022-07-30 23:29:34,012 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 4:12:21, time: 0.280, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0483, loss_cls: 0.2091, acc: 92.5188, loss_bbox: 0.2477, loss_mask: 0.2397, loss: 0.7716
2022-07-30 23:29:47,595 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 4:12:06, time: 0.272, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0479, loss_cls: 0.2016, acc: 92.9338, loss_bbox: 0.2335, loss_mask: 0.2447, loss: 0.7525
2022-07-30 23:30:01,300 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 4:11:52, time: 0.274, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0507, loss_cls: 0.2119, acc: 92.4155, loss_bbox: 0.2553, loss_mask: 0.2479, loss: 0.7921
2022-07-30 23:30:15,177 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 4:11:38, time: 0.278, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0506, loss_cls: 0.2073, acc: 92.5386, loss_bbox: 0.2514, loss_mask: 0.2447, loss: 0.7819
2022-07-30 23:30:28,610 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 4:11:23, time: 0.269, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0480, loss_cls: 0.2046, acc: 92.6951, loss_bbox: 0.2464, loss_mask: 0.2430, loss: 0.7689
2022-07-30 23:30:42,505 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 4:11:09, time: 0.278, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0493, loss_cls: 0.2087, acc: 92.6240, loss_bbox: 0.2444, loss_mask: 0.2411, loss: 0.7724
2022-07-30 23:30:56,992 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 4:10:56, time: 0.290, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0521, loss_cls: 0.2065, acc: 92.7200, loss_bbox: 0.2458, loss_mask: 0.2392, loss: 0.7743
2022-07-30 23:31:11,108 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 4:10:43, time: 0.282, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0484, loss_cls: 0.2070, acc: 92.7476, loss_bbox: 0.2386, loss_mask: 0.2441, loss: 0.7644
2022-07-30 23:31:25,034 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 4:10:29, time: 0.278, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0525, loss_cls: 0.2158, acc: 92.3127, loss_bbox: 0.2541, loss_mask: 0.2490, loss: 0.7998
2022-07-30 23:31:38,764 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 4:10:15, time: 0.275, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0478, loss_cls: 0.2038, acc: 92.8730, loss_bbox: 0.2371, loss_mask: 0.2357, loss: 0.7512
2022-07-30 23:31:52,693 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 4:10:01, time: 0.279, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0512, loss_cls: 0.2040, acc: 92.7815, loss_bbox: 0.2408, loss_mask: 0.2440, loss: 0.7703
2022-07-30 23:32:06,213 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 4:09:46, time: 0.270, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0482, loss_cls: 0.2035, acc: 92.8760, loss_bbox: 0.2386, loss_mask: 0.2461, loss: 0.7651
2022-07-30 23:32:20,106 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 4:09:32, time: 0.278, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0490, loss_cls: 0.2079, acc: 92.6389, loss_bbox: 0.2492, loss_mask: 0.2498, loss: 0.7830
2022-07-30 23:32:33,703 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 4:09:18, time: 0.272, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0483, loss_cls: 0.2033, acc: 92.7651, loss_bbox: 0.2466, loss_mask: 0.2419, loss: 0.7691
2022-07-30 23:32:46,852 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 4:09:03, time: 0.263, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0502, loss_cls: 0.2083, acc: 92.7666, loss_bbox: 0.2435, loss_mask: 0.2421, loss: 0.7720
2022-07-30 23:33:01,766 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 4:08:50, time: 0.298, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0468, loss_cls: 0.2010, acc: 92.9482, loss_bbox: 0.2364, loss_mask: 0.2358, loss: 0.7463
2022-07-30 23:33:15,505 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 4:08:36, time: 0.275, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0505, loss_cls: 0.2189, acc: 92.3608, loss_bbox: 0.2529, loss_mask: 0.2468, loss: 0.7978
2022-07-30 23:33:29,743 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 4:08:23, time: 0.285, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0512, loss_cls: 0.2054, acc: 92.7576, loss_bbox: 0.2489, loss_mask: 0.2390, loss: 0.7742
2022-07-30 23:33:43,348 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 4:08:08, time: 0.272, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0495, loss_cls: 0.2067, acc: 92.6443, loss_bbox: 0.2465, loss_mask: 0.2422, loss: 0.7724
2022-07-30 23:33:57,123 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 4:07:54, time: 0.276, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0536, loss_cls: 0.2213, acc: 92.2117, loss_bbox: 0.2573, loss_mask: 0.2517, loss: 0.8124
2022-07-30 23:34:10,679 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 4:07:40, time: 0.271, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0509, loss_cls: 0.2002, acc: 92.8909, loss_bbox: 0.2399, loss_mask: 0.2435, loss: 0.7615
2022-07-30 23:34:24,520 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 4:07:26, time: 0.277, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0490, loss_cls: 0.2079, acc: 92.5979, loss_bbox: 0.2446, loss_mask: 0.2414, loss: 0.7710
2022-07-30 23:34:38,356 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 4:07:12, time: 0.277, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0518, loss_cls: 0.2073, acc: 92.8049, loss_bbox: 0.2436, loss_mask: 0.2428, loss: 0.7754
2022-07-30 23:34:52,087 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 4:06:57, time: 0.275, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0476, loss_cls: 0.2019, acc: 92.9231, loss_bbox: 0.2358, loss_mask: 0.2376, loss: 0.7484
2022-07-30 23:35:05,695 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 4:06:43, time: 0.272, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0518, loss_cls: 0.2096, acc: 92.5378, loss_bbox: 0.2490, loss_mask: 0.2429, loss: 0.7829
2022-07-30 23:35:19,383 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 4:06:29, time: 0.274, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0508, loss_cls: 0.2101, acc: 92.5898, loss_bbox: 0.2464, loss_mask: 0.2468, loss: 0.7814
2022-07-30 23:35:32,623 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 4:06:14, time: 0.265, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0471, loss_cls: 0.2055, acc: 92.9421, loss_bbox: 0.2339, loss_mask: 0.2387, loss: 0.7511
2022-07-30 23:35:46,444 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 4:06:00, time: 0.276, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0499, loss_cls: 0.2106, acc: 92.5767, loss_bbox: 0.2458, loss_mask: 0.2432, loss: 0.7782
2022-07-30 23:35:59,722 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 4:05:45, time: 0.266, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0465, loss_cls: 0.2024, acc: 92.8240, loss_bbox: 0.2383, loss_mask: 0.2415, loss: 0.7540
2022-07-30 23:36:13,494 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 4:05:31, time: 0.275, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0513, loss_cls: 0.2143, acc: 92.5645, loss_bbox: 0.2497, loss_mask: 0.2416, loss: 0.7853
2022-07-30 23:36:27,059 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 4:05:16, time: 0.271, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0481, loss_cls: 0.2085, acc: 92.7134, loss_bbox: 0.2444, loss_mask: 0.2445, loss: 0.7739
2022-07-30 23:36:41,118 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 4:05:03, time: 0.281, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0538, loss_cls: 0.2106, acc: 92.5918, loss_bbox: 0.2525, loss_mask: 0.2469, loss: 0.7953
2022-07-30 23:36:54,449 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 4:04:48, time: 0.267, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0479, loss_cls: 0.1944, acc: 93.0627, loss_bbox: 0.2372, loss_mask: 0.2385, loss: 0.7460
2022-07-30 23:37:08,253 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 4:04:34, time: 0.276, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0484, loss_cls: 0.2014, acc: 92.9175, loss_bbox: 0.2364, loss_mask: 0.2393, loss: 0.7553
2022-07-30 23:37:22,158 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 4:04:20, time: 0.278, data_time: 0.030, memory: 7231, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0518, loss_cls: 0.2177, acc: 92.2754, loss_bbox: 0.2571, loss_mask: 0.2494, loss: 0.8060
2022-07-30 23:37:35,129 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 4:04:05, time: 0.259, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0483, loss_cls: 0.2042, acc: 92.7595, loss_bbox: 0.2381, loss_mask: 0.2396, loss: 0.7569
2022-07-30 23:37:48,629 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 4:03:50, time: 0.270, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0505, loss_cls: 0.2141, acc: 92.4993, loss_bbox: 0.2447, loss_mask: 0.2429, loss: 0.7799
2022-07-30 23:38:02,379 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 4:03:36, time: 0.275, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0465, loss_cls: 0.2014, acc: 92.9204, loss_bbox: 0.2359, loss_mask: 0.2407, loss: 0.7525
2022-07-30 23:38:16,075 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 4:03:22, time: 0.274, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0485, loss_cls: 0.2008, acc: 92.9580, loss_bbox: 0.2409, loss_mask: 0.2432, loss: 0.7639
2022-07-30 23:38:29,874 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 4:03:08, time: 0.276, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0466, loss_cls: 0.2113, acc: 92.5015, loss_bbox: 0.2459, loss_mask: 0.2461, loss: 0.7775
2022-07-30 23:38:43,594 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 4:02:53, time: 0.274, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0491, loss_cls: 0.2091, acc: 92.6521, loss_bbox: 0.2448, loss_mask: 0.2462, loss: 0.7775
2022-07-30 23:38:56,917 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 4:02:39, time: 0.266, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0490, loss_cls: 0.2046, acc: 92.9167, loss_bbox: 0.2314, loss_mask: 0.2366, loss: 0.7497
2022-07-30 23:39:10,225 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 4:02:24, time: 0.266, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0503, loss_cls: 0.2096, acc: 92.6245, loss_bbox: 0.2458, loss_mask: 0.2422, loss: 0.7774
2022-07-30 23:39:24,316 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 4:02:10, time: 0.282, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0527, loss_cls: 0.2135, acc: 92.5332, loss_bbox: 0.2490, loss_mask: 0.2442, loss: 0.7897
2022-07-30 23:39:37,883 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 4:01:56, time: 0.271, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0483, loss_cls: 0.2114, acc: 92.4841, loss_bbox: 0.2538, loss_mask: 0.2464, loss: 0.7869
2022-07-30 23:39:51,472 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 4:01:41, time: 0.272, data_time: 0.032, memory: 7231, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0526, loss_cls: 0.2165, acc: 92.3762, loss_bbox: 0.2513, loss_mask: 0.2450, loss: 0.7938
2022-07-30 23:40:04,912 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 4:01:27, time: 0.269, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0527, loss_cls: 0.2168, acc: 92.3494, loss_bbox: 0.2508, loss_mask: 0.2439, loss: 0.7944
2022-07-30 23:40:18,327 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 4:01:12, time: 0.268, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0478, loss_cls: 0.2114, acc: 92.5044, loss_bbox: 0.2458, loss_mask: 0.2485, loss: 0.7824
2022-07-30 23:40:31,677 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 4:00:58, time: 0.267, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0466, loss_cls: 0.2025, acc: 92.9187, loss_bbox: 0.2424, loss_mask: 0.2434, loss: 0.7613
2022-07-30 23:40:45,634 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 4:00:44, time: 0.279, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0503, loss_cls: 0.2023, acc: 92.8894, loss_bbox: 0.2402, loss_mask: 0.2411, loss: 0.7606
2022-07-30 23:40:59,653 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 4:00:30, time: 0.280, data_time: 0.022, memory: 7231, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0490, loss_cls: 0.1960, acc: 93.0015, loss_bbox: 0.2358, loss_mask: 0.2404, loss: 0.7485
2022-07-30 23:41:12,908 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 4:00:15, time: 0.265, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0475, loss_cls: 0.2005, acc: 93.0437, loss_bbox: 0.2344, loss_mask: 0.2414, loss: 0.7522
2022-07-30 23:41:26,435 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 4:00:01, time: 0.271, data_time: 0.025, memory: 7231, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0460, loss_cls: 0.2013, acc: 92.9150, loss_bbox: 0.2355, loss_mask: 0.2404, loss: 0.7485
2022-07-30 23:41:40,007 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 3:59:46, time: 0.271, data_time: 0.026, memory: 7231, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0482, loss_cls: 0.2034, acc: 92.6277, loss_bbox: 0.2484, loss_mask: 0.2375, loss: 0.7622
2022-07-30 23:41:54,051 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 3:59:33, time: 0.281, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0499, loss_cls: 0.2216, acc: 92.2988, loss_bbox: 0.2509, loss_mask: 0.2480, loss: 0.7994
2022-07-30 23:42:07,884 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 3:59:19, time: 0.277, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0505, loss_cls: 0.2152, acc: 92.5715, loss_bbox: 0.2503, loss_mask: 0.2396, loss: 0.7837
2022-07-30 23:42:21,492 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 3:59:04, time: 0.272, data_time: 0.028, memory: 7231, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0487, loss_cls: 0.2106, acc: 92.6814, loss_bbox: 0.2441, loss_mask: 0.2424, loss: 0.7734
2022-07-30 23:42:35,261 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 3:58:50, time: 0.275, data_time: 0.031, memory: 7231, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0493, loss_cls: 0.2080, acc: 92.6689, loss_bbox: 0.2434, loss_mask: 0.2445, loss: 0.7730
2022-07-30 23:42:48,673 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 3:58:36, time: 0.268, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0458, loss_cls: 0.2181, acc: 92.3257, loss_bbox: 0.2512, loss_mask: 0.2459, loss: 0.7881
2022-07-30 23:43:02,070 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 3:58:21, time: 0.268, data_time: 0.024, memory: 7231, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0511, loss_cls: 0.2128, acc: 92.4775, loss_bbox: 0.2488, loss_mask: 0.2422, loss: 0.7820
2022-07-30 23:43:15,979 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 3:58:07, time: 0.278, data_time: 0.029, memory: 7231, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0490, loss_cls: 0.2184, acc: 92.4180, loss_bbox: 0.2477, loss_mask: 0.2432, loss: 0.7889
2022-07-30 23:43:29,654 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 3:57:53, time: 0.273, data_time: 0.027, memory: 7231, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0504, loss_cls: 0.2110, acc: 92.5417, loss_bbox: 0.2450, loss_mask: 0.2453, loss: 0.7819
2022-07-30 23:43:38,020 - mmdet - INFO - Saving checkpoint at 5 epochs
2022-07-30 23:44:29,082 - mmdet - INFO - Evaluating bbox...
Loading and preparing results...
DONE (t=0.15s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=25.35s).
Accumulating evaluation results...
DONE (t=4.28s).
2022-07-30 23:44:59,376 - mmdet - INFO -
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.395
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.623
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.435
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.248
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.430
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.517
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.535
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.535
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.535
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.361
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.571
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.666
2022-07-30 23:44:59,376 - mmdet - INFO - Evaluating segm...
/home/tiger/.local/lib/python3.7/site-packages/mmdet/datasets/coco.py:474: UserWarning: The key "bbox" is deleted for more accurate mask AP of small/medium/large instances since v2.12.0. This does not change the overall mAP calculation.
UserWarning)
Loading and preparing results...
DONE (t=1.29s)
creating index...
index created!
Running per image evaluation...