-
Notifications
You must be signed in to change notification settings - Fork 30
/
upernet_vit_base_win_rvsa_v3_wsz7_896x896_160k_isaid_dpr10_lr6e5_lrd90_ps16.log.json
3211 lines (3211 loc) · 769 KB
/
upernet_vit_base_win_rvsa_v3_wsz7_896x896_160k_isaid_dpr10_lr6e5_lrd90_ps16.log.json
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
{"env_info": "sys.platform: linux\nPython: 3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0]\nCUDA available: True\nGPU 0,1,2,3: A100-SXM4-40GB\nCUDA_HOME: /usr/local/cuda\nNVCC: Build cuda_11.1.TC455_06.29190527_0\nGCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0\nPyTorch: 1.9.0+cu111\nPyTorch compiling details: PyTorch built with:\n - GCC 7.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.1\n - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86\n - CuDNN 8.0.5\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.10.0+cu111\nOpenCV: 4.4.0\nMMCV: 1.4.1\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 11.1\nMMSegmentation: 0.21.0+", "seed": 643279659, "exp_name": "upernet_vit_base_win_rvsa_v3_wsz7_896x896_160k_isaid_dpr10_lr6e5_lrd90_ps16.py", "mmseg_version": "0.21.0+", "config": "norm_cfg = dict(type='SyncBN', requires_grad=True)\nmodel = dict(\n type='EncoderDecoder',\n pretrained=\n '../mae-main/output/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599.pth',\n backbone=dict(\n type='ViT_Win_RVSA_V3_WSZ7',\n img_size=896,\n embed_dim=768,\n depth=12,\n num_heads=12,\n mlp_ratio=4,\n qkv_bias=True,\n qk_scale=None,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.1,\n use_abs_pos_emb=True,\n patch_size=16,\n out_indices=[3, 5, 7, 11],\n pretrained=\n '../mae-main/output/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599.pth'\n ),\n decode_head=dict(\n type='UPerHead',\n in_channels=[768, 768, 768, 768],\n in_index=[0, 1, 2, 3],\n pool_scales=(1, 2, 3, 6),\n channels=512,\n dropout_ratio=0.1,\n num_classes=16,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n align_corners=False,\n loss_decode=dict(\n type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0),\n ignore_index=255),\n auxiliary_head=dict(\n type='FCNHead',\n in_channels=768,\n in_index=2,\n channels=256,\n num_convs=1,\n concat_input=False,\n dropout_ratio=0.1,\n num_classes=16,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n align_corners=False,\n loss_decode=dict(\n type='CrossEntropyLoss', use_sigmoid=False, loss_weight=0.4),\n ignore_index=255),\n train_cfg=dict(),\n test_cfg=dict(mode='whole', stride=(384, 384), crop_size=(512, 512)))\nlog_config = dict(\n interval=50, hooks=[dict(type='TextLoggerHook', by_epoch=False)])\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = None\nresume_from = None\nworkflow = [('train', 1)]\ncudnn_benchmark = True\noptimizer = dict(\n type='AdamW',\n lr=6e-05,\n betas=(0.9, 0.999),\n weight_decay=0.05,\n constructor='LayerDecayOptimizerConstructor',\n paramwise_cfg=dict(num_layers=12, layer_decay_rate=0.9))\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(\n policy='poly',\n warmup='linear',\n warmup_iters=1500,\n warmup_ratio=1e-06,\n power=1.0,\n min_lr=0.0,\n by_epoch=False)\nrunner = dict(type='IterBasedRunner', max_iters=160000)\ncheckpoint_config = dict(by_epoch=False, interval=16000)\nevaluation = dict(interval=16000, metric=['mIoU', 'mFscore'], pre_eval=True)\ndataset_type = 'isAIDDataset'\ndata_root = '/workspace/CV/users/wangdi153/Dataset/isaid_patches'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\ncrop_size = (896, 896)\ntrain_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', reduce_zero_label=False),\n dict(\n type='Resize', img_scale=(896, 896), ratio_range=None,\n keep_ratio=True),\n dict(type='RandomCrop', crop_size=(896, 896)),\n dict(type='RandomFlip', prob=0.5),\n dict(type='PhotoMetricDistortion'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size=(896, 896), pad_val=0, seg_pad_val=255),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_semantic_seg'])\n]\nval_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(896, 896),\n flip=True,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='Pad', size=(896, 896), pad_val=0, seg_pad_val=255),\n dict(type='RandomFlip', prob=1.0),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=None,\n img_ratios=[1.0],\n flip=True,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n]\ndata = dict(\n samples_per_gpu=2,\n workers_per_gpu=4,\n train=dict(\n type='isAIDDataset',\n data_root='/workspace/CV/users/wangdi153/Dataset/isaid_patches',\n img_dir='train/images',\n ann_dir='train/labels',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', reduce_zero_label=False),\n dict(\n type='Resize',\n img_scale=(896, 896),\n ratio_range=None,\n keep_ratio=True),\n dict(type='RandomCrop', crop_size=(896, 896)),\n dict(type='RandomFlip', prob=0.5),\n dict(type='PhotoMetricDistortion'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size=(896, 896), pad_val=0, seg_pad_val=255),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_semantic_seg'])\n ]),\n val=dict(\n type='isAIDDataset',\n data_root='/workspace/CV/users/wangdi153/Dataset/isaid_patches',\n img_dir='val/images',\n ann_dir='val/labels',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(896, 896),\n flip=True,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(\n type='Pad',\n size=(896, 896),\n pad_val=0,\n seg_pad_val=255),\n dict(type='RandomFlip', prob=1.0),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='isAIDDataset',\n data_root='/workspace/CV/users/wangdi153/Dataset/isaid_patches',\n img_dir='val/images',\n ann_dir='val/labels',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(896, 896),\n flip=True,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(\n type='Pad',\n size=(896, 896),\n pad_val=0,\n seg_pad_val=255),\n dict(type='RandomFlip', prob=1.0),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nfind_unused_parameters = True\nwork_dir = './work_dirs/upernet_vit_base_win_rvsa_v3_wsz7_896x896_160k_isaid_dpr10_lr6e5_lrd90_ps16'\ngpu_ids = range(0, 4)\nauto_resume = False\nseed = 643279659\n", "CLASSES": ["background", "ship", "storage_tank", "baseball_diamond", "tennis_court", "basketball_court", "ground_Track_Field", "bridge", "large_Vehicle", "small_Vehicle", "helicopter", "swimming_pool", "roundabout", "soccer_ball_field", "plane", "harbor"], "PALETTE": [[0, 0, 0], [0, 0, 63], [0, 191, 127], [0, 63, 0], [0, 63, 127], [0, 63, 191], [0, 63, 255], [0, 127, 63], [0, 127, 127], [0, 0, 127], [0, 0, 191], [0, 0, 255], [0, 63, 63], [0, 127, 191], [0, 127, 255], [0, 100, 155]]}
{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.0, "memory": 27123, "data_time": 0.01058, "decode.loss_ce": 2.73575, "decode.acc_seg": 5.06449, "aux.loss_ce": 1.1297, "aux.acc_seg": 0.83898, "loss": 3.86546, "time": 0.62558}
{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.0, "memory": 27123, "data_time": 0.00542, "decode.loss_ce": 2.68861, "decode.acc_seg": 15.25772, "aux.loss_ce": 1.11891, "aux.acc_seg": 4.43093, "loss": 3.80751, "time": 0.48819}
{"mode": "train", "epoch": 1, "iter": 150, "lr": 0.0, "memory": 27123, "data_time": 0.00565, "decode.loss_ce": 2.59093, "decode.acc_seg": 39.85024, "aux.loss_ce": 1.09762, "aux.acc_seg": 18.26542, "loss": 3.68854, "time": 0.48796}
{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.0, "memory": 27123, "data_time": 0.0058, "decode.loss_ce": 2.41917, "decode.acc_seg": 64.786, "aux.loss_ce": 1.06124, "aux.acc_seg": 37.05212, "loss": 3.48041, "time": 0.48598}
{"mode": "train", "epoch": 1, "iter": 250, "lr": 0.0, "memory": 27123, "data_time": 0.00584, "decode.loss_ce": 2.20386, "decode.acc_seg": 83.53335, "aux.loss_ce": 1.01823, "aux.acc_seg": 59.58375, "loss": 3.22208, "time": 0.48903}
{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.0, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 1.95462, "decode.acc_seg": 93.21441, "aux.loss_ce": 0.97142, "aux.acc_seg": 73.87606, "loss": 2.92604, "time": 0.48626}
{"mode": "train", "epoch": 1, "iter": 350, "lr": 0.0, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 1.72959, "decode.acc_seg": 95.52718, "aux.loss_ce": 0.91903, "aux.acc_seg": 82.66221, "loss": 2.64862, "time": 0.48312}
{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.0, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 1.48821, "decode.acc_seg": 96.43779, "aux.loss_ce": 0.86016, "aux.acc_seg": 89.59265, "loss": 2.34837, "time": 0.48305}
{"mode": "train", "epoch": 1, "iter": 450, "lr": 0.0, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 1.25955, "decode.acc_seg": 96.9031, "aux.loss_ce": 0.79242, "aux.acc_seg": 95.34816, "loss": 2.05197, "time": 0.48364}
{"mode": "train", "epoch": 1, "iter": 500, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 1.06779, "decode.acc_seg": 96.57597, "aux.loss_ce": 0.7302, "aux.acc_seg": 96.06863, "loss": 1.79799, "time": 0.48137}
{"mode": "train", "epoch": 1, "iter": 550, "lr": 1e-05, "memory": 27123, "data_time": 0.00569, "decode.loss_ce": 0.86428, "decode.acc_seg": 97.56552, "aux.loss_ce": 0.65499, "aux.acc_seg": 97.53005, "loss": 1.51926, "time": 0.48144}
{"mode": "train", "epoch": 1, "iter": 600, "lr": 1e-05, "memory": 27123, "data_time": 0.0056, "decode.loss_ce": 0.69655, "decode.acc_seg": 97.18692, "aux.loss_ce": 0.58381, "aux.acc_seg": 97.16762, "loss": 1.28037, "time": 0.47955}
{"mode": "train", "epoch": 1, "iter": 650, "lr": 1e-05, "memory": 27123, "data_time": 0.00581, "decode.loss_ce": 0.59262, "decode.acc_seg": 96.83587, "aux.loss_ce": 0.51865, "aux.acc_seg": 96.83458, "loss": 1.11127, "time": 0.47741}
{"mode": "train", "epoch": 1, "iter": 700, "lr": 1e-05, "memory": 27123, "data_time": 0.00579, "decode.loss_ce": 0.5256, "decode.acc_seg": 96.39843, "aux.loss_ce": 0.45639, "aux.acc_seg": 96.39843, "loss": 0.982, "time": 0.47931}
{"mode": "train", "epoch": 1, "iter": 750, "lr": 1e-05, "memory": 27123, "data_time": 0.00577, "decode.loss_ce": 0.40695, "decode.acc_seg": 96.64291, "aux.loss_ce": 0.38034, "aux.acc_seg": 96.64291, "loss": 0.78729, "time": 0.4807}
{"mode": "train", "epoch": 1, "iter": 800, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.36333, "decode.acc_seg": 96.79393, "aux.loss_ce": 0.33091, "aux.acc_seg": 96.79443, "loss": 0.69424, "time": 0.47976}
{"mode": "train", "epoch": 1, "iter": 850, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.33589, "decode.acc_seg": 96.29428, "aux.loss_ce": 0.28312, "aux.acc_seg": 96.2933, "loss": 0.61901, "time": 0.47856}
{"mode": "train", "epoch": 1, "iter": 900, "lr": 1e-05, "memory": 27123, "data_time": 0.0057, "decode.loss_ce": 0.2765, "decode.acc_seg": 97.07061, "aux.loss_ce": 0.23518, "aux.acc_seg": 97.06776, "loss": 0.51168, "time": 0.47746}
{"mode": "train", "epoch": 1, "iter": 950, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.2888, "decode.acc_seg": 96.4588, "aux.loss_ce": 0.22255, "aux.acc_seg": 96.45416, "loss": 0.51134, "time": 0.47882}
{"mode": "train", "epoch": 1, "iter": 1000, "lr": 1e-05, "memory": 27123, "data_time": 0.00565, "decode.loss_ce": 0.25153, "decode.acc_seg": 96.504, "aux.loss_ce": 0.17832, "aux.acc_seg": 96.50584, "loss": 0.42984, "time": 0.47798}
{"mode": "train", "epoch": 1, "iter": 1050, "lr": 1e-05, "memory": 27123, "data_time": 0.00586, "decode.loss_ce": 0.24056, "decode.acc_seg": 96.39522, "aux.loss_ce": 0.15738, "aux.acc_seg": 96.38989, "loss": 0.39794, "time": 0.47838}
{"mode": "train", "epoch": 1, "iter": 1100, "lr": 1e-05, "memory": 27123, "data_time": 0.00596, "decode.loss_ce": 0.20421, "decode.acc_seg": 97.35711, "aux.loss_ce": 0.13893, "aux.acc_seg": 97.35459, "loss": 0.34314, "time": 0.47975}
{"mode": "train", "epoch": 1, "iter": 1150, "lr": 1e-05, "memory": 27123, "data_time": 0.00584, "decode.loss_ce": 0.23, "decode.acc_seg": 96.4744, "aux.loss_ce": 0.13654, "aux.acc_seg": 96.47886, "loss": 0.36654, "time": 0.47868}
{"mode": "train", "epoch": 1, "iter": 1200, "lr": 1e-05, "memory": 27123, "data_time": 0.00629, "decode.loss_ce": 0.2111, "decode.acc_seg": 96.72311, "aux.loss_ce": 0.12219, "aux.acc_seg": 96.71711, "loss": 0.33329, "time": 0.4788}
{"mode": "train", "epoch": 1, "iter": 1250, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.19467, "decode.acc_seg": 96.89225, "aux.loss_ce": 0.10746, "aux.acc_seg": 96.89763, "loss": 0.30213, "time": 0.47838}
{"mode": "train", "epoch": 1, "iter": 1300, "lr": 1e-05, "memory": 27123, "data_time": 0.00574, "decode.loss_ce": 0.17256, "decode.acc_seg": 97.43814, "aux.loss_ce": 0.10211, "aux.acc_seg": 97.4406, "loss": 0.27466, "time": 0.47838}
{"mode": "train", "epoch": 1, "iter": 1350, "lr": 1e-05, "memory": 27123, "data_time": 0.00562, "decode.loss_ce": 0.16585, "decode.acc_seg": 96.91031, "aux.loss_ce": 0.08806, "aux.acc_seg": 96.91556, "loss": 0.25391, "time": 0.47803}
{"mode": "train", "epoch": 1, "iter": 1400, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.18975, "decode.acc_seg": 96.31315, "aux.loss_ce": 0.09308, "aux.acc_seg": 96.31445, "loss": 0.28283, "time": 0.47827}
{"mode": "train", "epoch": 1, "iter": 1450, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.20277, "decode.acc_seg": 96.61941, "aux.loss_ce": 0.1013, "aux.acc_seg": 96.61513, "loss": 0.30407, "time": 0.47816}
{"mode": "train", "epoch": 1, "iter": 1500, "lr": 2e-05, "memory": 27123, "data_time": 0.00561, "decode.loss_ce": 0.16251, "decode.acc_seg": 97.23978, "aux.loss_ce": 0.08053, "aux.acc_seg": 97.22775, "loss": 0.24304, "time": 0.47873}
{"mode": "train", "epoch": 1, "iter": 1550, "lr": 2e-05, "memory": 27123, "data_time": 0.00572, "decode.loss_ce": 0.16215, "decode.acc_seg": 96.46491, "aux.loss_ce": 0.07935, "aux.acc_seg": 96.45853, "loss": 0.24149, "time": 0.47826}
{"mode": "train", "epoch": 1, "iter": 1600, "lr": 2e-05, "memory": 27123, "data_time": 0.00574, "decode.loss_ce": 0.16239, "decode.acc_seg": 97.04826, "aux.loss_ce": 0.07837, "aux.acc_seg": 97.05881, "loss": 0.24076, "time": 0.47859}
{"mode": "train", "epoch": 1, "iter": 1650, "lr": 2e-05, "memory": 27123, "data_time": 0.00577, "decode.loss_ce": 0.19261, "decode.acc_seg": 96.20944, "aux.loss_ce": 0.09191, "aux.acc_seg": 96.19927, "loss": 0.28453, "time": 0.47933}
{"mode": "train", "epoch": 1, "iter": 1700, "lr": 2e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.17834, "decode.acc_seg": 96.56461, "aux.loss_ce": 0.08257, "aux.acc_seg": 96.56108, "loss": 0.2609, "time": 0.47762}
{"mode": "train", "epoch": 1, "iter": 1750, "lr": 2e-05, "memory": 27123, "data_time": 0.00572, "decode.loss_ce": 0.18892, "decode.acc_seg": 96.08759, "aux.loss_ce": 0.08991, "aux.acc_seg": 96.07888, "loss": 0.27883, "time": 0.47763}
{"mode": "train", "epoch": 1, "iter": 1800, "lr": 2e-05, "memory": 27123, "data_time": 0.0056, "decode.loss_ce": 0.1396, "decode.acc_seg": 97.06125, "aux.loss_ce": 0.06801, "aux.acc_seg": 97.04458, "loss": 0.20761, "time": 0.47723}
{"mode": "train", "epoch": 1, "iter": 1850, "lr": 2e-05, "memory": 27123, "data_time": 0.00551, "decode.loss_ce": 0.13803, "decode.acc_seg": 97.39958, "aux.loss_ce": 0.06726, "aux.acc_seg": 97.38453, "loss": 0.20529, "time": 0.47728}
{"mode": "train", "epoch": 1, "iter": 1900, "lr": 2e-05, "memory": 27123, "data_time": 0.00567, "decode.loss_ce": 0.15549, "decode.acc_seg": 96.68109, "aux.loss_ce": 0.07608, "aux.acc_seg": 96.61668, "loss": 0.23157, "time": 0.47842}
{"mode": "train", "epoch": 1, "iter": 1950, "lr": 2e-05, "memory": 27123, "data_time": 0.00571, "decode.loss_ce": 0.14011, "decode.acc_seg": 97.16286, "aux.loss_ce": 0.06768, "aux.acc_seg": 97.13062, "loss": 0.20779, "time": 0.47762}
{"mode": "train", "epoch": 1, "iter": 2000, "lr": 2e-05, "memory": 27123, "data_time": 0.00572, "decode.loss_ce": 0.14942, "decode.acc_seg": 96.98936, "aux.loss_ce": 0.07238, "aux.acc_seg": 96.9209, "loss": 0.2218, "time": 0.47852}
{"mode": "train", "epoch": 1, "iter": 2050, "lr": 2e-05, "memory": 27123, "data_time": 0.00555, "decode.loss_ce": 0.14164, "decode.acc_seg": 96.8725, "aux.loss_ce": 0.07209, "aux.acc_seg": 96.74854, "loss": 0.21374, "time": 0.47768}
{"mode": "train", "epoch": 1, "iter": 2100, "lr": 2e-05, "memory": 27123, "data_time": 0.00542, "decode.loss_ce": 0.14859, "decode.acc_seg": 96.48249, "aux.loss_ce": 0.07232, "aux.acc_seg": 96.38666, "loss": 0.22091, "time": 0.48023}
{"mode": "train", "epoch": 1, "iter": 2150, "lr": 2e-05, "memory": 27123, "data_time": 0.00531, "decode.loss_ce": 0.12821, "decode.acc_seg": 97.21929, "aux.loss_ce": 0.06292, "aux.acc_seg": 97.13113, "loss": 0.19113, "time": 0.4826}
{"mode": "train", "epoch": 1, "iter": 2200, "lr": 2e-05, "memory": 27123, "data_time": 0.00539, "decode.loss_ce": 0.10793, "decode.acc_seg": 97.59639, "aux.loss_ce": 0.05772, "aux.acc_seg": 97.43696, "loss": 0.16565, "time": 0.48404}
{"mode": "train", "epoch": 1, "iter": 2250, "lr": 2e-05, "memory": 27123, "data_time": 0.00552, "decode.loss_ce": 0.12136, "decode.acc_seg": 97.03763, "aux.loss_ce": 0.06331, "aux.acc_seg": 96.8633, "loss": 0.18467, "time": 0.48555}
{"mode": "train", "epoch": 1, "iter": 2300, "lr": 2e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.13517, "decode.acc_seg": 96.50702, "aux.loss_ce": 0.06668, "aux.acc_seg": 96.36276, "loss": 0.20185, "time": 0.48373}
{"mode": "train", "epoch": 1, "iter": 2350, "lr": 2e-05, "memory": 27123, "data_time": 0.00568, "decode.loss_ce": 0.12624, "decode.acc_seg": 97.08476, "aux.loss_ce": 0.06315, "aux.acc_seg": 96.82143, "loss": 0.18939, "time": 0.48505}
{"mode": "train", "epoch": 1, "iter": 2400, "lr": 2e-05, "memory": 27123, "data_time": 0.00567, "decode.loss_ce": 0.12627, "decode.acc_seg": 97.31163, "aux.loss_ce": 0.06607, "aux.acc_seg": 97.06574, "loss": 0.19234, "time": 0.48268}
{"mode": "train", "epoch": 1, "iter": 2450, "lr": 2e-05, "memory": 27123, "data_time": 0.00689, "decode.loss_ce": 0.1342, "decode.acc_seg": 96.85253, "aux.loss_ce": 0.06988, "aux.acc_seg": 96.59521, "loss": 0.20408, "time": 0.48406}
{"mode": "train", "epoch": 1, "iter": 2500, "lr": 2e-05, "memory": 27123, "data_time": 0.00561, "decode.loss_ce": 0.13241, "decode.acc_seg": 96.65311, "aux.loss_ce": 0.06623, "aux.acc_seg": 96.3715, "loss": 0.19865, "time": 0.48356}
{"mode": "train", "epoch": 1, "iter": 2550, "lr": 2e-05, "memory": 27123, "data_time": 0.00542, "decode.loss_ce": 0.13815, "decode.acc_seg": 96.68498, "aux.loss_ce": 0.07028, "aux.acc_seg": 96.42346, "loss": 0.20843, "time": 0.48244}
{"mode": "train", "epoch": 1, "iter": 2600, "lr": 2e-05, "memory": 27123, "data_time": 0.00562, "decode.loss_ce": 0.13298, "decode.acc_seg": 96.66369, "aux.loss_ce": 0.06812, "aux.acc_seg": 96.48265, "loss": 0.2011, "time": 0.48099}
{"mode": "train", "epoch": 1, "iter": 2650, "lr": 1e-05, "memory": 27123, "data_time": 0.00565, "decode.loss_ce": 0.10438, "decode.acc_seg": 97.52714, "aux.loss_ce": 0.05659, "aux.acc_seg": 97.16925, "loss": 0.16097, "time": 0.47876}
{"mode": "train", "epoch": 1, "iter": 2700, "lr": 1e-05, "memory": 27123, "data_time": 0.00568, "decode.loss_ce": 0.10343, "decode.acc_seg": 97.09646, "aux.loss_ce": 0.06089, "aux.acc_seg": 96.60777, "loss": 0.16432, "time": 0.47937}
{"mode": "train", "epoch": 1, "iter": 2750, "lr": 1e-05, "memory": 27123, "data_time": 0.00569, "decode.loss_ce": 0.10564, "decode.acc_seg": 97.13023, "aux.loss_ce": 0.05663, "aux.acc_seg": 96.72519, "loss": 0.16227, "time": 0.47979}
{"mode": "train", "epoch": 1, "iter": 2800, "lr": 1e-05, "memory": 27123, "data_time": 0.00569, "decode.loss_ce": 0.0916, "decode.acc_seg": 97.69345, "aux.loss_ce": 0.04934, "aux.acc_seg": 97.32758, "loss": 0.14094, "time": 0.47894}
{"mode": "train", "epoch": 1, "iter": 2850, "lr": 1e-05, "memory": 27123, "data_time": 0.00543, "decode.loss_ce": 0.13216, "decode.acc_seg": 96.6233, "aux.loss_ce": 0.06907, "aux.acc_seg": 96.10767, "loss": 0.20123, "time": 0.48029}
{"mode": "train", "epoch": 1, "iter": 2900, "lr": 1e-05, "memory": 27123, "data_time": 0.00547, "decode.loss_ce": 0.13243, "decode.acc_seg": 95.85794, "aux.loss_ce": 0.06714, "aux.acc_seg": 95.60662, "loss": 0.19958, "time": 0.47955}
{"mode": "train", "epoch": 1, "iter": 2950, "lr": 1e-05, "memory": 27123, "data_time": 0.0056, "decode.loss_ce": 0.09617, "decode.acc_seg": 97.83825, "aux.loss_ce": 0.04821, "aux.acc_seg": 97.56495, "loss": 0.14438, "time": 0.47893}
{"mode": "train", "epoch": 1, "iter": 3000, "lr": 1e-05, "memory": 27123, "data_time": 0.00565, "decode.loss_ce": 0.11069, "decode.acc_seg": 96.83482, "aux.loss_ce": 0.06098, "aux.acc_seg": 96.20452, "loss": 0.17167, "time": 0.47809}
{"mode": "train", "epoch": 1, "iter": 3050, "lr": 1e-05, "memory": 27123, "data_time": 0.00549, "decode.loss_ce": 0.10604, "decode.acc_seg": 97.19642, "aux.loss_ce": 0.0573, "aux.acc_seg": 96.49667, "loss": 0.16335, "time": 0.47906}
{"mode": "train", "epoch": 1, "iter": 3100, "lr": 1e-05, "memory": 27123, "data_time": 0.00546, "decode.loss_ce": 0.08788, "decode.acc_seg": 97.44621, "aux.loss_ce": 0.04722, "aux.acc_seg": 96.82714, "loss": 0.1351, "time": 0.47752}
{"mode": "train", "epoch": 1, "iter": 3150, "lr": 1e-05, "memory": 27123, "data_time": 0.00573, "decode.loss_ce": 0.10546, "decode.acc_seg": 97.13341, "aux.loss_ce": 0.05604, "aux.acc_seg": 96.67397, "loss": 0.16149, "time": 0.47933}
{"mode": "train", "epoch": 1, "iter": 3200, "lr": 1e-05, "memory": 27123, "data_time": 0.00559, "decode.loss_ce": 0.08639, "decode.acc_seg": 97.43179, "aux.loss_ce": 0.04855, "aux.acc_seg": 96.84586, "loss": 0.13493, "time": 0.47914}
{"mode": "train", "epoch": 1, "iter": 3250, "lr": 1e-05, "memory": 27123, "data_time": 0.00547, "decode.loss_ce": 0.08979, "decode.acc_seg": 97.7505, "aux.loss_ce": 0.04714, "aux.acc_seg": 97.36752, "loss": 0.13693, "time": 0.47862}
{"mode": "train", "epoch": 1, "iter": 3300, "lr": 1e-05, "memory": 27123, "data_time": 0.00553, "decode.loss_ce": 0.08277, "decode.acc_seg": 97.79139, "aux.loss_ce": 0.04366, "aux.acc_seg": 97.3104, "loss": 0.12643, "time": 0.47847}
{"mode": "train", "epoch": 1, "iter": 3350, "lr": 1e-05, "memory": 27123, "data_time": 0.00545, "decode.loss_ce": 0.08306, "decode.acc_seg": 97.34757, "aux.loss_ce": 0.04498, "aux.acc_seg": 96.83602, "loss": 0.12804, "time": 0.47796}
{"mode": "train", "epoch": 1, "iter": 3400, "lr": 1e-05, "memory": 27123, "data_time": 0.0055, "decode.loss_ce": 0.08829, "decode.acc_seg": 97.07305, "aux.loss_ce": 0.04695, "aux.acc_seg": 96.59335, "loss": 0.13524, "time": 0.47976}
{"mode": "train", "epoch": 1, "iter": 3450, "lr": 1e-05, "memory": 27123, "data_time": 0.00547, "decode.loss_ce": 0.07903, "decode.acc_seg": 97.38445, "aux.loss_ce": 0.04337, "aux.acc_seg": 96.6877, "loss": 0.12239, "time": 0.47868}
{"mode": "train", "epoch": 1, "iter": 3500, "lr": 1e-05, "memory": 27123, "data_time": 0.0055, "decode.loss_ce": 0.07528, "decode.acc_seg": 97.77469, "aux.loss_ce": 0.04145, "aux.acc_seg": 97.20763, "loss": 0.11673, "time": 0.47957}
{"mode": "train", "epoch": 1, "iter": 3550, "lr": 1e-05, "memory": 27123, "data_time": 0.00521, "decode.loss_ce": 0.09271, "decode.acc_seg": 97.26433, "aux.loss_ce": 0.04698, "aux.acc_seg": 96.77838, "loss": 0.13968, "time": 0.4788}
{"mode": "train", "epoch": 1, "iter": 3600, "lr": 1e-05, "memory": 27123, "data_time": 0.00566, "decode.loss_ce": 0.0887, "decode.acc_seg": 97.41212, "aux.loss_ce": 0.04502, "aux.acc_seg": 97.0263, "loss": 0.13373, "time": 0.47912}
{"mode": "train", "epoch": 1, "iter": 3650, "lr": 1e-05, "memory": 27123, "data_time": 0.00549, "decode.loss_ce": 0.08576, "decode.acc_seg": 97.82753, "aux.loss_ce": 0.04503, "aux.acc_seg": 97.26409, "loss": 0.13079, "time": 0.47881}
{"mode": "train", "epoch": 1, "iter": 3700, "lr": 1e-05, "memory": 27123, "data_time": 0.0054, "decode.loss_ce": 0.09433, "decode.acc_seg": 97.34178, "aux.loss_ce": 0.04427, "aux.acc_seg": 97.06126, "loss": 0.1386, "time": 0.47999}
{"mode": "train", "epoch": 1, "iter": 3750, "lr": 1e-05, "memory": 27123, "data_time": 0.00572, "decode.loss_ce": 0.09574, "decode.acc_seg": 97.38626, "aux.loss_ce": 0.04837, "aux.acc_seg": 96.98815, "loss": 0.1441, "time": 0.47947}
{"mode": "train", "epoch": 1, "iter": 3800, "lr": 1e-05, "memory": 27123, "data_time": 0.00547, "decode.loss_ce": 0.07623, "decode.acc_seg": 97.83328, "aux.loss_ce": 0.04019, "aux.acc_seg": 97.30639, "loss": 0.11642, "time": 0.47885}
{"mode": "train", "epoch": 1, "iter": 3850, "lr": 1e-05, "memory": 27123, "data_time": 0.00547, "decode.loss_ce": 0.0934, "decode.acc_seg": 97.36118, "aux.loss_ce": 0.04688, "aux.acc_seg": 97.12697, "loss": 0.14028, "time": 0.47941}
{"mode": "train", "epoch": 1, "iter": 3900, "lr": 1e-05, "memory": 27123, "data_time": 0.00538, "decode.loss_ce": 0.07091, "decode.acc_seg": 97.71655, "aux.loss_ce": 0.03803, "aux.acc_seg": 97.0497, "loss": 0.10893, "time": 0.47796}
{"mode": "train", "epoch": 1, "iter": 3950, "lr": 1e-05, "memory": 27123, "data_time": 0.00544, "decode.loss_ce": 0.08186, "decode.acc_seg": 97.67398, "aux.loss_ce": 0.04064, "aux.acc_seg": 97.15996, "loss": 0.1225, "time": 0.47891}
{"mode": "train", "epoch": 1, "iter": 4000, "lr": 1e-05, "memory": 27123, "data_time": 0.00544, "decode.loss_ce": 0.09767, "decode.acc_seg": 97.09671, "aux.loss_ce": 0.04911, "aux.acc_seg": 96.66824, "loss": 0.14678, "time": 0.4792}
{"mode": "train", "epoch": 1, "iter": 4050, "lr": 1e-05, "memory": 27123, "data_time": 0.00536, "decode.loss_ce": 0.08742, "decode.acc_seg": 97.49168, "aux.loss_ce": 0.04445, "aux.acc_seg": 96.83171, "loss": 0.13187, "time": 0.47917}
{"mode": "train", "epoch": 1, "iter": 4100, "lr": 1e-05, "memory": 27123, "data_time": 0.00558, "decode.loss_ce": 0.06537, "decode.acc_seg": 98.06274, "aux.loss_ce": 0.03516, "aux.acc_seg": 97.42689, "loss": 0.10053, "time": 0.47818}
{"mode": "train", "epoch": 1, "iter": 4150, "lr": 1e-05, "memory": 27123, "data_time": 0.00557, "decode.loss_ce": 0.07747, "decode.acc_seg": 97.82562, "aux.loss_ce": 0.03912, "aux.acc_seg": 97.31423, "loss": 0.11658, "time": 0.48018}
{"mode": "train", "epoch": 1, "iter": 4200, "lr": 1e-05, "memory": 27123, "data_time": 0.00539, "decode.loss_ce": 0.06887, "decode.acc_seg": 97.86, "aux.loss_ce": 0.03534, "aux.acc_seg": 97.31892, "loss": 0.10421, "time": 0.47814}
{"mode": "train", "epoch": 2, "iter": 4250, "lr": 1e-05, "memory": 27123, "data_time": 0.04922, "decode.loss_ce": 0.07663, "decode.acc_seg": 97.5301, "aux.loss_ce": 0.04017, "aux.acc_seg": 96.91223, "loss": 0.1168, "time": 0.52573}
{"mode": "train", "epoch": 2, "iter": 4300, "lr": 1e-05, "memory": 27123, "data_time": 0.00556, "decode.loss_ce": 0.07921, "decode.acc_seg": 97.69373, "aux.loss_ce": 0.038, "aux.acc_seg": 97.40705, "loss": 0.11721, "time": 0.47838}
{"mode": "train", "epoch": 2, "iter": 4350, "lr": 1e-05, "memory": 27123, "data_time": 0.00571, "decode.loss_ce": 0.05586, "decode.acc_seg": 98.36218, "aux.loss_ce": 0.02933, "aux.acc_seg": 97.82832, "loss": 0.0852, "time": 0.47797}
{"mode": "train", "epoch": 2, "iter": 4400, "lr": 1e-05, "memory": 27123, "data_time": 0.00556, "decode.loss_ce": 0.08869, "decode.acc_seg": 97.51392, "aux.loss_ce": 0.04499, "aux.acc_seg": 97.0679, "loss": 0.13368, "time": 0.4777}
{"mode": "train", "epoch": 2, "iter": 4450, "lr": 1e-05, "memory": 27123, "data_time": 0.00559, "decode.loss_ce": 0.07354, "decode.acc_seg": 97.28023, "aux.loss_ce": 0.03745, "aux.acc_seg": 96.91321, "loss": 0.11099, "time": 0.47705}
{"mode": "train", "epoch": 2, "iter": 4500, "lr": 1e-05, "memory": 27123, "data_time": 0.00578, "decode.loss_ce": 0.07313, "decode.acc_seg": 97.18028, "aux.loss_ce": 0.03699, "aux.acc_seg": 96.62255, "loss": 0.11012, "time": 0.47753}
{"mode": "train", "epoch": 2, "iter": 4550, "lr": 1e-05, "memory": 27123, "data_time": 0.00568, "decode.loss_ce": 0.081, "decode.acc_seg": 97.19602, "aux.loss_ce": 0.04104, "aux.acc_seg": 96.68296, "loss": 0.12204, "time": 0.47839}
{"mode": "train", "epoch": 2, "iter": 4600, "lr": 1e-05, "memory": 27123, "data_time": 0.00568, "decode.loss_ce": 0.08358, "decode.acc_seg": 97.58436, "aux.loss_ce": 0.04003, "aux.acc_seg": 97.21483, "loss": 0.1236, "time": 0.47754}
{"mode": "train", "epoch": 2, "iter": 4650, "lr": 1e-05, "memory": 27123, "data_time": 0.00565, "decode.loss_ce": 0.06091, "decode.acc_seg": 98.33345, "aux.loss_ce": 0.03005, "aux.acc_seg": 98.15611, "loss": 0.09096, "time": 0.47774}
{"mode": "train", "epoch": 2, "iter": 4700, "lr": 1e-05, "memory": 27123, "data_time": 0.0057, "decode.loss_ce": 0.0766, "decode.acc_seg": 97.67018, "aux.loss_ce": 0.03682, "aux.acc_seg": 97.30786, "loss": 0.11343, "time": 0.47888}
{"mode": "train", "epoch": 2, "iter": 4750, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.0657, "decode.acc_seg": 97.7945, "aux.loss_ce": 0.0341, "aux.acc_seg": 97.38206, "loss": 0.0998, "time": 0.48003}
{"mode": "train", "epoch": 2, "iter": 4800, "lr": 1e-05, "memory": 27123, "data_time": 0.00576, "decode.loss_ce": 0.052, "decode.acc_seg": 98.32061, "aux.loss_ce": 0.02632, "aux.acc_seg": 97.98705, "loss": 0.07832, "time": 0.47884}
{"mode": "train", "epoch": 2, "iter": 4850, "lr": 1e-05, "memory": 27123, "data_time": 0.00575, "decode.loss_ce": 0.07735, "decode.acc_seg": 97.45857, "aux.loss_ce": 0.03739, "aux.acc_seg": 97.16525, "loss": 0.11474, "time": 0.47935}
{"mode": "train", "epoch": 2, "iter": 4900, "lr": 1e-05, "memory": 27123, "data_time": 0.0058, "decode.loss_ce": 0.06757, "decode.acc_seg": 97.3992, "aux.loss_ce": 0.03287, "aux.acc_seg": 97.17124, "loss": 0.10044, "time": 0.47745}
{"mode": "train", "epoch": 2, "iter": 4950, "lr": 1e-05, "memory": 27123, "data_time": 0.00668, "decode.loss_ce": 0.05844, "decode.acc_seg": 97.73268, "aux.loss_ce": 0.02966, "aux.acc_seg": 97.38242, "loss": 0.0881, "time": 0.48088}
{"mode": "train", "epoch": 2, "iter": 5000, "lr": 1e-05, "memory": 27123, "data_time": 0.00562, "decode.loss_ce": 0.06184, "decode.acc_seg": 98.00004, "aux.loss_ce": 0.0318, "aux.acc_seg": 97.74671, "loss": 0.09364, "time": 0.47918}
{"mode": "train", "epoch": 2, "iter": 5050, "lr": 1e-05, "memory": 27123, "data_time": 0.00572, "decode.loss_ce": 0.07535, "decode.acc_seg": 97.88806, "aux.loss_ce": 0.03587, "aux.acc_seg": 97.62018, "loss": 0.11122, "time": 0.47934}
{"mode": "train", "epoch": 2, "iter": 5100, "lr": 1e-05, "memory": 27123, "data_time": 0.00569, "decode.loss_ce": 0.07399, "decode.acc_seg": 97.79299, "aux.loss_ce": 0.03832, "aux.acc_seg": 97.35027, "loss": 0.11231, "time": 0.4789}
{"mode": "train", "epoch": 2, "iter": 5150, "lr": 1e-05, "memory": 27123, "data_time": 0.00554, "decode.loss_ce": 0.06312, "decode.acc_seg": 98.01997, "aux.loss_ce": 0.03139, "aux.acc_seg": 97.7107, "loss": 0.09452, "time": 0.47934}
{"mode": "train", "epoch": 2, "iter": 5200, "lr": 1e-05, "memory": 27123, "data_time": 0.00587, "decode.loss_ce": 0.07096, "decode.acc_seg": 97.70106, "aux.loss_ce": 0.03577, "aux.acc_seg": 97.37659, "loss": 0.10673, "time": 0.47874}
{"mode": "train", "epoch": 2, "iter": 5250, "lr": 1e-05, "memory": 27123, "data_time": 0.00557, "decode.loss_ce": 0.05528, "decode.acc_seg": 97.50424, "aux.loss_ce": 0.02731, "aux.acc_seg": 97.39325, "loss": 0.08259, "time": 0.47893}
{"mode": "train", "epoch": 2, "iter": 5300, "lr": 1e-05, "memory": 27123, "data_time": 0.00572, "decode.loss_ce": 0.06403, "decode.acc_seg": 98.01553, "aux.loss_ce": 0.03416, "aux.acc_seg": 97.37463, "loss": 0.09819, "time": 0.47924}
{"mode": "train", "epoch": 2, "iter": 5350, "lr": 1e-05, "memory": 27123, "data_time": 0.00556, "decode.loss_ce": 0.07551, "decode.acc_seg": 97.5445, "aux.loss_ce": 0.03704, "aux.acc_seg": 97.05185, "loss": 0.11256, "time": 0.47938}
{"mode": "train", "epoch": 2, "iter": 5400, "lr": 1e-05, "memory": 27123, "data_time": 0.00582, "decode.loss_ce": 0.06855, "decode.acc_seg": 97.7402, "aux.loss_ce": 0.03218, "aux.acc_seg": 97.51441, "loss": 0.10073, "time": 0.47896}
{"mode": "train", "epoch": 2, "iter": 5450, "lr": 1e-05, "memory": 27123, "data_time": 0.00567, "decode.loss_ce": 0.06936, "decode.acc_seg": 97.90342, "aux.loss_ce": 0.0348, "aux.acc_seg": 97.64226, "loss": 0.10416, "time": 0.4797}
{"mode": "train", "epoch": 2, "iter": 5500, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.05585, "decode.acc_seg": 97.99075, "aux.loss_ce": 0.02805, "aux.acc_seg": 97.72629, "loss": 0.0839, "time": 0.47901}
{"mode": "train", "epoch": 2, "iter": 5550, "lr": 1e-05, "memory": 27123, "data_time": 0.00585, "decode.loss_ce": 0.06714, "decode.acc_seg": 98.00341, "aux.loss_ce": 0.03184, "aux.acc_seg": 97.63058, "loss": 0.09897, "time": 0.47921}
{"mode": "train", "epoch": 2, "iter": 5600, "lr": 1e-05, "memory": 27123, "data_time": 0.00578, "decode.loss_ce": 0.07452, "decode.acc_seg": 97.40164, "aux.loss_ce": 0.03948, "aux.acc_seg": 97.04386, "loss": 0.11399, "time": 0.47901}
{"mode": "train", "epoch": 2, "iter": 5650, "lr": 1e-05, "memory": 27123, "data_time": 0.00575, "decode.loss_ce": 0.06302, "decode.acc_seg": 97.78652, "aux.loss_ce": 0.03247, "aux.acc_seg": 97.56147, "loss": 0.09549, "time": 0.48059}
{"mode": "train", "epoch": 2, "iter": 5700, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.05947, "decode.acc_seg": 98.1317, "aux.loss_ce": 0.02887, "aux.acc_seg": 97.88903, "loss": 0.08833, "time": 0.47909}
{"mode": "train", "epoch": 2, "iter": 5750, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.0548, "decode.acc_seg": 97.98129, "aux.loss_ce": 0.02723, "aux.acc_seg": 97.7752, "loss": 0.08203, "time": 0.4801}
{"mode": "train", "epoch": 2, "iter": 5800, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.06408, "decode.acc_seg": 98.27423, "aux.loss_ce": 0.03334, "aux.acc_seg": 97.81804, "loss": 0.09742, "time": 0.4805}
{"mode": "train", "epoch": 2, "iter": 5850, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.05746, "decode.acc_seg": 97.43745, "aux.loss_ce": 0.02734, "aux.acc_seg": 97.12724, "loss": 0.0848, "time": 0.48049}
{"mode": "train", "epoch": 2, "iter": 5900, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.07206, "decode.acc_seg": 97.65126, "aux.loss_ce": 0.03524, "aux.acc_seg": 97.46097, "loss": 0.1073, "time": 0.48013}
{"mode": "train", "epoch": 2, "iter": 5950, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.05885, "decode.acc_seg": 98.10547, "aux.loss_ce": 0.03041, "aux.acc_seg": 97.81345, "loss": 0.08926, "time": 0.48022}
{"mode": "train", "epoch": 2, "iter": 6000, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.05755, "decode.acc_seg": 98.13022, "aux.loss_ce": 0.02926, "aux.acc_seg": 97.7466, "loss": 0.08681, "time": 0.48089}
{"mode": "train", "epoch": 2, "iter": 6050, "lr": 1e-05, "memory": 27123, "data_time": 0.00627, "decode.loss_ce": 0.05144, "decode.acc_seg": 98.34213, "aux.loss_ce": 0.02668, "aux.acc_seg": 98.08333, "loss": 0.07811, "time": 0.48005}
{"mode": "train", "epoch": 2, "iter": 6100, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.06468, "decode.acc_seg": 97.99693, "aux.loss_ce": 0.03358, "aux.acc_seg": 97.74265, "loss": 0.09826, "time": 0.4794}
{"mode": "train", "epoch": 2, "iter": 6150, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.04598, "decode.acc_seg": 98.56732, "aux.loss_ce": 0.02322, "aux.acc_seg": 98.27664, "loss": 0.0692, "time": 0.47868}
{"mode": "train", "epoch": 2, "iter": 6200, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.06212, "decode.acc_seg": 97.64757, "aux.loss_ce": 0.03051, "aux.acc_seg": 97.3553, "loss": 0.09263, "time": 0.48045}
{"mode": "train", "epoch": 2, "iter": 6250, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.0775, "decode.acc_seg": 97.49427, "aux.loss_ce": 0.03673, "aux.acc_seg": 97.31554, "loss": 0.11423, "time": 0.47906}
{"mode": "train", "epoch": 2, "iter": 6300, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.05724, "decode.acc_seg": 98.1837, "aux.loss_ce": 0.02878, "aux.acc_seg": 97.96559, "loss": 0.08602, "time": 0.48024}
{"mode": "train", "epoch": 2, "iter": 6350, "lr": 1e-05, "memory": 27123, "data_time": 0.00624, "decode.loss_ce": 0.06166, "decode.acc_seg": 97.79402, "aux.loss_ce": 0.03003, "aux.acc_seg": 97.47017, "loss": 0.09168, "time": 0.47944}
{"mode": "train", "epoch": 2, "iter": 6400, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.0545, "decode.acc_seg": 98.19631, "aux.loss_ce": 0.02716, "aux.acc_seg": 97.84861, "loss": 0.08166, "time": 0.47994}
{"mode": "train", "epoch": 2, "iter": 6450, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.05937, "decode.acc_seg": 97.61812, "aux.loss_ce": 0.02931, "aux.acc_seg": 97.3738, "loss": 0.08869, "time": 0.47955}
{"mode": "train", "epoch": 2, "iter": 6500, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.06158, "decode.acc_seg": 97.78923, "aux.loss_ce": 0.0305, "aux.acc_seg": 97.49252, "loss": 0.09207, "time": 0.47997}
{"mode": "train", "epoch": 2, "iter": 6550, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.05515, "decode.acc_seg": 97.86745, "aux.loss_ce": 0.02776, "aux.acc_seg": 97.51228, "loss": 0.0829, "time": 0.47987}
{"mode": "train", "epoch": 2, "iter": 6600, "lr": 1e-05, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 0.05039, "decode.acc_seg": 98.22395, "aux.loss_ce": 0.02478, "aux.acc_seg": 98.00711, "loss": 0.07518, "time": 0.47897}
{"mode": "train", "epoch": 2, "iter": 6650, "lr": 1e-05, "memory": 27123, "data_time": 0.00586, "decode.loss_ce": 0.04879, "decode.acc_seg": 97.86638, "aux.loss_ce": 0.02446, "aux.acc_seg": 97.56244, "loss": 0.07325, "time": 0.47934}
{"mode": "train", "epoch": 2, "iter": 6700, "lr": 1e-05, "memory": 27123, "data_time": 0.00585, "decode.loss_ce": 0.06195, "decode.acc_seg": 97.73976, "aux.loss_ce": 0.03054, "aux.acc_seg": 97.42575, "loss": 0.09249, "time": 0.48067}
{"mode": "train", "epoch": 2, "iter": 6750, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.05555, "decode.acc_seg": 97.61872, "aux.loss_ce": 0.02641, "aux.acc_seg": 97.47826, "loss": 0.08196, "time": 0.4796}
{"mode": "train", "epoch": 2, "iter": 6800, "lr": 1e-05, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 0.05413, "decode.acc_seg": 98.18448, "aux.loss_ce": 0.02734, "aux.acc_seg": 97.93985, "loss": 0.08147, "time": 0.47899}
{"mode": "train", "epoch": 2, "iter": 6850, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.04165, "decode.acc_seg": 98.62188, "aux.loss_ce": 0.02021, "aux.acc_seg": 98.34772, "loss": 0.06186, "time": 0.47881}
{"mode": "train", "epoch": 2, "iter": 6900, "lr": 1e-05, "memory": 27123, "data_time": 0.00596, "decode.loss_ce": 0.06571, "decode.acc_seg": 98.25015, "aux.loss_ce": 0.0286, "aux.acc_seg": 98.15507, "loss": 0.09431, "time": 0.48029}
{"mode": "train", "epoch": 2, "iter": 6950, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.04293, "decode.acc_seg": 98.39964, "aux.loss_ce": 0.02088, "aux.acc_seg": 98.1959, "loss": 0.06381, "time": 0.48022}
{"mode": "train", "epoch": 2, "iter": 7000, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.06072, "decode.acc_seg": 97.9975, "aux.loss_ce": 0.03136, "aux.acc_seg": 97.57637, "loss": 0.09208, "time": 0.4801}
{"mode": "train", "epoch": 2, "iter": 7050, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.05378, "decode.acc_seg": 98.28382, "aux.loss_ce": 0.02692, "aux.acc_seg": 98.0149, "loss": 0.0807, "time": 0.47841}
{"mode": "train", "epoch": 2, "iter": 7100, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.05319, "decode.acc_seg": 98.32731, "aux.loss_ce": 0.02712, "aux.acc_seg": 97.95756, "loss": 0.08031, "time": 0.47908}
{"mode": "train", "epoch": 2, "iter": 7150, "lr": 1e-05, "memory": 27123, "data_time": 0.00586, "decode.loss_ce": 0.05161, "decode.acc_seg": 97.85505, "aux.loss_ce": 0.02717, "aux.acc_seg": 97.51471, "loss": 0.07878, "time": 0.48009}
{"mode": "train", "epoch": 2, "iter": 7200, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.05171, "decode.acc_seg": 98.23458, "aux.loss_ce": 0.02548, "aux.acc_seg": 97.92446, "loss": 0.07719, "time": 0.47978}
{"mode": "train", "epoch": 2, "iter": 7250, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.06858, "decode.acc_seg": 97.97388, "aux.loss_ce": 0.03127, "aux.acc_seg": 97.77589, "loss": 0.09985, "time": 0.48086}
{"mode": "train", "epoch": 2, "iter": 7300, "lr": 1e-05, "memory": 27123, "data_time": 0.00586, "decode.loss_ce": 0.05687, "decode.acc_seg": 98.35027, "aux.loss_ce": 0.02635, "aux.acc_seg": 98.13146, "loss": 0.08322, "time": 0.4794}
{"mode": "train", "epoch": 2, "iter": 7350, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.05456, "decode.acc_seg": 98.0265, "aux.loss_ce": 0.02546, "aux.acc_seg": 97.85305, "loss": 0.08002, "time": 0.47982}
{"mode": "train", "epoch": 2, "iter": 7400, "lr": 1e-05, "memory": 27123, "data_time": 0.00586, "decode.loss_ce": 0.04898, "decode.acc_seg": 98.29056, "aux.loss_ce": 0.02553, "aux.acc_seg": 97.98324, "loss": 0.07451, "time": 0.4813}
{"mode": "train", "epoch": 2, "iter": 7450, "lr": 1e-05, "memory": 27123, "data_time": 0.00583, "decode.loss_ce": 0.06633, "decode.acc_seg": 98.03781, "aux.loss_ce": 0.03014, "aux.acc_seg": 97.8864, "loss": 0.09647, "time": 0.48025}
{"mode": "train", "epoch": 2, "iter": 7500, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.06539, "decode.acc_seg": 97.43441, "aux.loss_ce": 0.0328, "aux.acc_seg": 97.07817, "loss": 0.09819, "time": 0.47997}
{"mode": "train", "epoch": 2, "iter": 7550, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.04249, "decode.acc_seg": 98.43117, "aux.loss_ce": 0.02175, "aux.acc_seg": 98.10177, "loss": 0.06424, "time": 0.48029}
{"mode": "train", "epoch": 2, "iter": 7600, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.0563, "decode.acc_seg": 98.02175, "aux.loss_ce": 0.0294, "aux.acc_seg": 97.65726, "loss": 0.0857, "time": 0.48017}
{"mode": "train", "epoch": 2, "iter": 7650, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.06272, "decode.acc_seg": 97.77704, "aux.loss_ce": 0.03028, "aux.acc_seg": 97.48851, "loss": 0.093, "time": 0.4805}
{"mode": "train", "epoch": 2, "iter": 7700, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.04706, "decode.acc_seg": 98.3072, "aux.loss_ce": 0.02328, "aux.acc_seg": 98.015, "loss": 0.07034, "time": 0.48061}
{"mode": "train", "epoch": 2, "iter": 7750, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.05014, "decode.acc_seg": 98.151, "aux.loss_ce": 0.02373, "aux.acc_seg": 98.10218, "loss": 0.07386, "time": 0.47993}
{"mode": "train", "epoch": 2, "iter": 7800, "lr": 1e-05, "memory": 27123, "data_time": 0.00583, "decode.loss_ce": 0.04953, "decode.acc_seg": 98.45082, "aux.loss_ce": 0.02406, "aux.acc_seg": 98.22753, "loss": 0.07359, "time": 0.4797}
{"mode": "train", "epoch": 2, "iter": 7850, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.05431, "decode.acc_seg": 98.366, "aux.loss_ce": 0.02561, "aux.acc_seg": 98.09648, "loss": 0.07992, "time": 0.48005}
{"mode": "train", "epoch": 2, "iter": 7900, "lr": 1e-05, "memory": 27123, "data_time": 0.00585, "decode.loss_ce": 0.05716, "decode.acc_seg": 98.02584, "aux.loss_ce": 0.0272, "aux.acc_seg": 97.70376, "loss": 0.08436, "time": 0.47968}
{"mode": "train", "epoch": 2, "iter": 7950, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.04649, "decode.acc_seg": 98.34095, "aux.loss_ce": 0.02281, "aux.acc_seg": 98.09928, "loss": 0.0693, "time": 0.4809}
{"mode": "train", "epoch": 2, "iter": 8000, "lr": 1e-05, "memory": 27123, "data_time": 0.00582, "decode.loss_ce": 0.04718, "decode.acc_seg": 98.34406, "aux.loss_ce": 0.02253, "aux.acc_seg": 98.13188, "loss": 0.06971, "time": 0.47857}
{"mode": "train", "epoch": 2, "iter": 8050, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.04082, "decode.acc_seg": 98.34607, "aux.loss_ce": 0.02174, "aux.acc_seg": 97.96696, "loss": 0.06256, "time": 0.48089}
{"mode": "train", "epoch": 2, "iter": 8100, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.04335, "decode.acc_seg": 98.43849, "aux.loss_ce": 0.02157, "aux.acc_seg": 98.16943, "loss": 0.06492, "time": 0.47981}
{"mode": "train", "epoch": 2, "iter": 8150, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.04402, "decode.acc_seg": 98.25878, "aux.loss_ce": 0.0225, "aux.acc_seg": 97.99998, "loss": 0.06651, "time": 0.48025}
{"mode": "train", "epoch": 2, "iter": 8200, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.04652, "decode.acc_seg": 98.41376, "aux.loss_ce": 0.02445, "aux.acc_seg": 98.05774, "loss": 0.07097, "time": 0.47943}
{"mode": "train", "epoch": 2, "iter": 8250, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.0618, "decode.acc_seg": 97.96608, "aux.loss_ce": 0.02833, "aux.acc_seg": 97.66509, "loss": 0.09013, "time": 0.48022}
{"mode": "train", "epoch": 2, "iter": 8300, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.05158, "decode.acc_seg": 98.13249, "aux.loss_ce": 0.02405, "aux.acc_seg": 97.84655, "loss": 0.07563, "time": 0.48015}
{"mode": "train", "epoch": 2, "iter": 8350, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.05736, "decode.acc_seg": 97.69443, "aux.loss_ce": 0.02762, "aux.acc_seg": 97.43795, "loss": 0.08498, "time": 0.48056}
{"mode": "train", "epoch": 2, "iter": 8400, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.05117, "decode.acc_seg": 98.04815, "aux.loss_ce": 0.02488, "aux.acc_seg": 97.81328, "loss": 0.07606, "time": 0.4805}
{"mode": "train", "epoch": 3, "iter": 8450, "lr": 1e-05, "memory": 27123, "data_time": 0.05207, "decode.loss_ce": 0.05189, "decode.acc_seg": 98.3712, "aux.loss_ce": 0.02544, "aux.acc_seg": 98.10945, "loss": 0.07733, "time": 0.52696}
{"mode": "train", "epoch": 3, "iter": 8500, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.05232, "decode.acc_seg": 98.17556, "aux.loss_ce": 0.02328, "aux.acc_seg": 97.94496, "loss": 0.0756, "time": 0.4808}
{"mode": "train", "epoch": 3, "iter": 8550, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.0483, "decode.acc_seg": 98.31084, "aux.loss_ce": 0.02509, "aux.acc_seg": 97.88527, "loss": 0.07339, "time": 0.47946}
{"mode": "train", "epoch": 3, "iter": 8600, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.0416, "decode.acc_seg": 98.32403, "aux.loss_ce": 0.02122, "aux.acc_seg": 97.98494, "loss": 0.06282, "time": 0.48047}
{"mode": "train", "epoch": 3, "iter": 8650, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.05799, "decode.acc_seg": 98.03338, "aux.loss_ce": 0.02874, "aux.acc_seg": 97.73185, "loss": 0.08673, "time": 0.48115}
{"mode": "train", "epoch": 3, "iter": 8700, "lr": 1e-05, "memory": 27123, "data_time": 0.00784, "decode.loss_ce": 0.04465, "decode.acc_seg": 97.85156, "aux.loss_ce": 0.02156, "aux.acc_seg": 97.7046, "loss": 0.06621, "time": 0.48418}
{"mode": "train", "epoch": 3, "iter": 8750, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.04487, "decode.acc_seg": 97.9551, "aux.loss_ce": 0.02344, "aux.acc_seg": 97.51142, "loss": 0.06831, "time": 0.47983}
{"mode": "train", "epoch": 3, "iter": 8800, "lr": 1e-05, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 0.03871, "decode.acc_seg": 98.57889, "aux.loss_ce": 0.01902, "aux.acc_seg": 98.36048, "loss": 0.05772, "time": 0.47862}
{"mode": "train", "epoch": 3, "iter": 8850, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.04722, "decode.acc_seg": 98.3994, "aux.loss_ce": 0.0226, "aux.acc_seg": 98.08745, "loss": 0.06982, "time": 0.48032}
{"mode": "train", "epoch": 3, "iter": 8900, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.04677, "decode.acc_seg": 97.63198, "aux.loss_ce": 0.02456, "aux.acc_seg": 97.31737, "loss": 0.07133, "time": 0.4803}
{"mode": "train", "epoch": 3, "iter": 8950, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.05205, "decode.acc_seg": 98.00696, "aux.loss_ce": 0.02537, "aux.acc_seg": 97.59831, "loss": 0.07742, "time": 0.48046}
{"mode": "train", "epoch": 3, "iter": 9000, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.04879, "decode.acc_seg": 98.15003, "aux.loss_ce": 0.0244, "aux.acc_seg": 97.77399, "loss": 0.07319, "time": 0.48077}
{"mode": "train", "epoch": 3, "iter": 9050, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.04786, "decode.acc_seg": 98.04106, "aux.loss_ce": 0.0232, "aux.acc_seg": 97.76022, "loss": 0.07106, "time": 0.48064}
{"mode": "train", "epoch": 3, "iter": 9100, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.05167, "decode.acc_seg": 97.91541, "aux.loss_ce": 0.02627, "aux.acc_seg": 97.65842, "loss": 0.07794, "time": 0.48032}
{"mode": "train", "epoch": 3, "iter": 9150, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.04272, "decode.acc_seg": 98.36386, "aux.loss_ce": 0.02186, "aux.acc_seg": 98.05491, "loss": 0.06458, "time": 0.47991}
{"mode": "train", "epoch": 3, "iter": 9200, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.03736, "decode.acc_seg": 98.58312, "aux.loss_ce": 0.01921, "aux.acc_seg": 98.31957, "loss": 0.05656, "time": 0.48074}
{"mode": "train", "epoch": 3, "iter": 9250, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.04509, "decode.acc_seg": 98.43576, "aux.loss_ce": 0.02305, "aux.acc_seg": 98.1589, "loss": 0.06814, "time": 0.47914}
{"mode": "train", "epoch": 3, "iter": 9300, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.05007, "decode.acc_seg": 98.20369, "aux.loss_ce": 0.02534, "aux.acc_seg": 97.89776, "loss": 0.07541, "time": 0.47977}
{"mode": "train", "epoch": 3, "iter": 9350, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.05736, "decode.acc_seg": 97.64892, "aux.loss_ce": 0.02707, "aux.acc_seg": 97.32815, "loss": 0.08443, "time": 0.48007}
{"mode": "train", "epoch": 3, "iter": 9400, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.04788, "decode.acc_seg": 98.3559, "aux.loss_ce": 0.02339, "aux.acc_seg": 98.07665, "loss": 0.07127, "time": 0.4818}
{"mode": "train", "epoch": 3, "iter": 9450, "lr": 1e-05, "memory": 27123, "data_time": 0.00587, "decode.loss_ce": 0.04994, "decode.acc_seg": 98.22527, "aux.loss_ce": 0.02466, "aux.acc_seg": 97.92872, "loss": 0.0746, "time": 0.47942}
{"mode": "train", "epoch": 3, "iter": 9500, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.06421, "decode.acc_seg": 97.81142, "aux.loss_ce": 0.02949, "aux.acc_seg": 97.68438, "loss": 0.0937, "time": 0.48062}
{"mode": "train", "epoch": 3, "iter": 9550, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.04405, "decode.acc_seg": 98.49761, "aux.loss_ce": 0.02189, "aux.acc_seg": 98.13749, "loss": 0.06594, "time": 0.48007}
{"mode": "train", "epoch": 3, "iter": 9600, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.04283, "decode.acc_seg": 98.28546, "aux.loss_ce": 0.02235, "aux.acc_seg": 97.9287, "loss": 0.06519, "time": 0.48054}
{"mode": "train", "epoch": 3, "iter": 9650, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.03338, "decode.acc_seg": 98.70576, "aux.loss_ce": 0.01772, "aux.acc_seg": 98.36124, "loss": 0.0511, "time": 0.4804}
{"mode": "train", "epoch": 3, "iter": 9700, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.04143, "decode.acc_seg": 98.53935, "aux.loss_ce": 0.02112, "aux.acc_seg": 98.21751, "loss": 0.06255, "time": 0.4796}
{"mode": "train", "epoch": 3, "iter": 9750, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.04194, "decode.acc_seg": 98.04464, "aux.loss_ce": 0.02131, "aux.acc_seg": 97.64994, "loss": 0.06325, "time": 0.48038}
{"mode": "train", "epoch": 3, "iter": 9800, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.05026, "decode.acc_seg": 98.19078, "aux.loss_ce": 0.0258, "aux.acc_seg": 97.86384, "loss": 0.07606, "time": 0.48097}
{"mode": "train", "epoch": 3, "iter": 9850, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.04526, "decode.acc_seg": 98.02832, "aux.loss_ce": 0.0233, "aux.acc_seg": 97.66562, "loss": 0.06856, "time": 0.47939}
{"mode": "train", "epoch": 3, "iter": 9900, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.03846, "decode.acc_seg": 98.70307, "aux.loss_ce": 0.01944, "aux.acc_seg": 98.44107, "loss": 0.05791, "time": 0.47915}
{"mode": "train", "epoch": 3, "iter": 9950, "lr": 1e-05, "memory": 27123, "data_time": 0.00583, "decode.loss_ce": 0.03059, "decode.acc_seg": 99.03939, "aux.loss_ce": 0.0152, "aux.acc_seg": 98.83266, "loss": 0.04579, "time": 0.48156}
{"mode": "train", "epoch": 3, "iter": 10000, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.04884, "decode.acc_seg": 98.28284, "aux.loss_ce": 0.02386, "aux.acc_seg": 97.95112, "loss": 0.0727, "time": 0.48042}
{"mode": "train", "epoch": 3, "iter": 10050, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.04427, "decode.acc_seg": 98.33499, "aux.loss_ce": 0.02162, "aux.acc_seg": 98.03656, "loss": 0.06588, "time": 0.48026}
{"mode": "train", "epoch": 3, "iter": 10100, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.04381, "decode.acc_seg": 97.90801, "aux.loss_ce": 0.02145, "aux.acc_seg": 97.6863, "loss": 0.06526, "time": 0.48035}
{"mode": "train", "epoch": 3, "iter": 10150, "lr": 1e-05, "memory": 27123, "data_time": 0.00582, "decode.loss_ce": 0.05734, "decode.acc_seg": 97.9769, "aux.loss_ce": 0.0261, "aux.acc_seg": 97.68107, "loss": 0.08344, "time": 0.4798}
{"mode": "train", "epoch": 3, "iter": 10200, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.05014, "decode.acc_seg": 98.31562, "aux.loss_ce": 0.02473, "aux.acc_seg": 98.03567, "loss": 0.07487, "time": 0.48029}
{"mode": "train", "epoch": 3, "iter": 10250, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.0402, "decode.acc_seg": 98.51077, "aux.loss_ce": 0.01965, "aux.acc_seg": 98.24365, "loss": 0.05985, "time": 0.48125}
{"mode": "train", "epoch": 3, "iter": 10300, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.04187, "decode.acc_seg": 98.12755, "aux.loss_ce": 0.02071, "aux.acc_seg": 97.9024, "loss": 0.06258, "time": 0.48099}
{"mode": "train", "epoch": 3, "iter": 10350, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.04369, "decode.acc_seg": 98.11463, "aux.loss_ce": 0.02182, "aux.acc_seg": 97.87441, "loss": 0.06551, "time": 0.48066}
{"mode": "train", "epoch": 3, "iter": 10400, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.03722, "decode.acc_seg": 98.36407, "aux.loss_ce": 0.01966, "aux.acc_seg": 98.02694, "loss": 0.05687, "time": 0.48022}
{"mode": "train", "epoch": 3, "iter": 10450, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.03457, "decode.acc_seg": 98.59026, "aux.loss_ce": 0.0175, "aux.acc_seg": 98.29411, "loss": 0.05207, "time": 0.48132}
{"mode": "train", "epoch": 3, "iter": 10500, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.04237, "decode.acc_seg": 98.25029, "aux.loss_ce": 0.02215, "aux.acc_seg": 97.77791, "loss": 0.06452, "time": 0.4795}
{"mode": "train", "epoch": 3, "iter": 10550, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.04044, "decode.acc_seg": 98.27113, "aux.loss_ce": 0.01927, "aux.acc_seg": 98.0701, "loss": 0.05972, "time": 0.47974}
{"mode": "train", "epoch": 3, "iter": 10600, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.04471, "decode.acc_seg": 98.45357, "aux.loss_ce": 0.02226, "aux.acc_seg": 98.11097, "loss": 0.06697, "time": 0.48172}
{"mode": "train", "epoch": 3, "iter": 10650, "lr": 1e-05, "memory": 27123, "data_time": 0.00649, "decode.loss_ce": 0.03099, "decode.acc_seg": 99.02105, "aux.loss_ce": 0.01615, "aux.acc_seg": 98.65063, "loss": 0.04714, "time": 0.48008}
{"mode": "train", "epoch": 3, "iter": 10700, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.04173, "decode.acc_seg": 98.2615, "aux.loss_ce": 0.02062, "aux.acc_seg": 98.02959, "loss": 0.06235, "time": 0.4814}
{"mode": "train", "epoch": 3, "iter": 10750, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.0424, "decode.acc_seg": 98.34677, "aux.loss_ce": 0.02036, "aux.acc_seg": 98.04044, "loss": 0.06275, "time": 0.48019}
{"mode": "train", "epoch": 3, "iter": 10800, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.05802, "decode.acc_seg": 98.20384, "aux.loss_ce": 0.02825, "aux.acc_seg": 97.90911, "loss": 0.08627, "time": 0.4806}
{"mode": "train", "epoch": 3, "iter": 10850, "lr": 1e-05, "memory": 27123, "data_time": 0.00635, "decode.loss_ce": 0.05167, "decode.acc_seg": 97.8849, "aux.loss_ce": 0.02461, "aux.acc_seg": 97.67348, "loss": 0.07628, "time": 0.48124}
{"mode": "train", "epoch": 3, "iter": 10900, "lr": 1e-05, "memory": 27123, "data_time": 0.00653, "decode.loss_ce": 0.04167, "decode.acc_seg": 98.35391, "aux.loss_ce": 0.021, "aux.acc_seg": 98.1325, "loss": 0.06267, "time": 0.47983}
{"mode": "train", "epoch": 3, "iter": 10950, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.03815, "decode.acc_seg": 98.44891, "aux.loss_ce": 0.01893, "aux.acc_seg": 98.16098, "loss": 0.05708, "time": 0.47994}
{"mode": "train", "epoch": 3, "iter": 11000, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.03544, "decode.acc_seg": 98.67887, "aux.loss_ce": 0.01751, "aux.acc_seg": 98.39737, "loss": 0.05295, "time": 0.48142}
{"mode": "train", "epoch": 3, "iter": 11050, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.03637, "decode.acc_seg": 98.75982, "aux.loss_ce": 0.02033, "aux.acc_seg": 98.30767, "loss": 0.0567, "time": 0.48013}
{"mode": "train", "epoch": 3, "iter": 11100, "lr": 1e-05, "memory": 27123, "data_time": 0.00629, "decode.loss_ce": 0.03883, "decode.acc_seg": 98.61075, "aux.loss_ce": 0.01986, "aux.acc_seg": 98.30053, "loss": 0.05869, "time": 0.47997}
{"mode": "train", "epoch": 3, "iter": 11150, "lr": 1e-05, "memory": 27123, "data_time": 0.00641, "decode.loss_ce": 0.04582, "decode.acc_seg": 98.18263, "aux.loss_ce": 0.02231, "aux.acc_seg": 97.8832, "loss": 0.06813, "time": 0.48089}
{"mode": "train", "epoch": 3, "iter": 11200, "lr": 1e-05, "memory": 27123, "data_time": 0.00674, "decode.loss_ce": 0.04899, "decode.acc_seg": 98.09672, "aux.loss_ce": 0.02305, "aux.acc_seg": 97.91903, "loss": 0.07204, "time": 0.48197}
{"mode": "train", "epoch": 3, "iter": 11250, "lr": 1e-05, "memory": 27123, "data_time": 0.00645, "decode.loss_ce": 0.0387, "decode.acc_seg": 98.46104, "aux.loss_ce": 0.01965, "aux.acc_seg": 98.09098, "loss": 0.05835, "time": 0.48182}
{"mode": "train", "epoch": 3, "iter": 11300, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.03804, "decode.acc_seg": 98.62, "aux.loss_ce": 0.01826, "aux.acc_seg": 98.39084, "loss": 0.0563, "time": 0.48102}
{"mode": "train", "epoch": 3, "iter": 11350, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.03468, "decode.acc_seg": 98.04057, "aux.loss_ce": 0.01705, "aux.acc_seg": 97.7738, "loss": 0.05173, "time": 0.48095}
{"mode": "train", "epoch": 3, "iter": 11400, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.03634, "decode.acc_seg": 98.7652, "aux.loss_ce": 0.01801, "aux.acc_seg": 98.54776, "loss": 0.05436, "time": 0.48104}
{"mode": "train", "epoch": 3, "iter": 11450, "lr": 1e-05, "memory": 27123, "data_time": 0.00622, "decode.loss_ce": 0.03387, "decode.acc_seg": 98.70674, "aux.loss_ce": 0.01692, "aux.acc_seg": 98.50666, "loss": 0.05078, "time": 0.48026}
{"mode": "train", "epoch": 3, "iter": 11500, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.03795, "decode.acc_seg": 98.06872, "aux.loss_ce": 0.01928, "aux.acc_seg": 97.80979, "loss": 0.05723, "time": 0.48033}
{"mode": "train", "epoch": 3, "iter": 11550, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.04199, "decode.acc_seg": 98.49174, "aux.loss_ce": 0.02124, "aux.acc_seg": 98.19828, "loss": 0.06323, "time": 0.48107}
{"mode": "train", "epoch": 3, "iter": 11600, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.0449, "decode.acc_seg": 98.52391, "aux.loss_ce": 0.02309, "aux.acc_seg": 98.08967, "loss": 0.06799, "time": 0.48144}
{"mode": "train", "epoch": 3, "iter": 11650, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.05357, "decode.acc_seg": 98.13375, "aux.loss_ce": 0.0257, "aux.acc_seg": 97.81919, "loss": 0.07927, "time": 0.48086}
{"mode": "train", "epoch": 3, "iter": 11700, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.0499, "decode.acc_seg": 98.00208, "aux.loss_ce": 0.02415, "aux.acc_seg": 97.72403, "loss": 0.07405, "time": 0.48103}
{"mode": "train", "epoch": 3, "iter": 11750, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.04148, "decode.acc_seg": 98.21515, "aux.loss_ce": 0.01962, "aux.acc_seg": 97.99277, "loss": 0.06109, "time": 0.4805}
{"mode": "train", "epoch": 3, "iter": 11800, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.0367, "decode.acc_seg": 98.50604, "aux.loss_ce": 0.01843, "aux.acc_seg": 98.23438, "loss": 0.05513, "time": 0.48164}
{"mode": "train", "epoch": 3, "iter": 11850, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.04205, "decode.acc_seg": 98.66432, "aux.loss_ce": 0.01973, "aux.acc_seg": 98.45902, "loss": 0.06178, "time": 0.48062}
{"mode": "train", "epoch": 3, "iter": 11900, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.03774, "decode.acc_seg": 98.54782, "aux.loss_ce": 0.01845, "aux.acc_seg": 98.33238, "loss": 0.05619, "time": 0.48065}
{"mode": "train", "epoch": 3, "iter": 11950, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.03353, "decode.acc_seg": 98.60795, "aux.loss_ce": 0.01709, "aux.acc_seg": 98.23113, "loss": 0.05062, "time": 0.48093}
{"mode": "train", "epoch": 3, "iter": 12000, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.03678, "decode.acc_seg": 98.3805, "aux.loss_ce": 0.01818, "aux.acc_seg": 98.11867, "loss": 0.05496, "time": 0.48054}
{"mode": "train", "epoch": 3, "iter": 12050, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.04491, "decode.acc_seg": 98.36403, "aux.loss_ce": 0.0215, "aux.acc_seg": 98.12332, "loss": 0.06641, "time": 0.4814}
{"mode": "train", "epoch": 3, "iter": 12100, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.04524, "decode.acc_seg": 98.24889, "aux.loss_ce": 0.02202, "aux.acc_seg": 97.95002, "loss": 0.06725, "time": 0.48059}
{"mode": "train", "epoch": 3, "iter": 12150, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.04099, "decode.acc_seg": 98.65915, "aux.loss_ce": 0.02056, "aux.acc_seg": 98.39397, "loss": 0.06156, "time": 0.48146}
{"mode": "train", "epoch": 3, "iter": 12200, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.03594, "decode.acc_seg": 98.65309, "aux.loss_ce": 0.01758, "aux.acc_seg": 98.37384, "loss": 0.05352, "time": 0.48019}
{"mode": "train", "epoch": 3, "iter": 12250, "lr": 1e-05, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 0.03728, "decode.acc_seg": 98.19176, "aux.loss_ce": 0.01886, "aux.acc_seg": 97.88413, "loss": 0.05614, "time": 0.48011}
{"mode": "train", "epoch": 3, "iter": 12300, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.04251, "decode.acc_seg": 98.57548, "aux.loss_ce": 0.02177, "aux.acc_seg": 98.21882, "loss": 0.06427, "time": 0.48062}
{"mode": "train", "epoch": 3, "iter": 12350, "lr": 1e-05, "memory": 27123, "data_time": 0.00581, "decode.loss_ce": 0.03937, "decode.acc_seg": 98.12892, "aux.loss_ce": 0.02009, "aux.acc_seg": 97.83375, "loss": 0.05945, "time": 0.48079}
{"mode": "train", "epoch": 3, "iter": 12400, "lr": 1e-05, "memory": 27123, "data_time": 0.00585, "decode.loss_ce": 0.03234, "decode.acc_seg": 98.92738, "aux.loss_ce": 0.01593, "aux.acc_seg": 98.71854, "loss": 0.04828, "time": 0.48167}
{"mode": "train", "epoch": 3, "iter": 12450, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.04744, "decode.acc_seg": 98.25719, "aux.loss_ce": 0.02205, "aux.acc_seg": 98.06049, "loss": 0.0695, "time": 0.482}
{"mode": "train", "epoch": 3, "iter": 12500, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.0417, "decode.acc_seg": 98.18544, "aux.loss_ce": 0.02095, "aux.acc_seg": 97.92777, "loss": 0.06265, "time": 0.48088}
{"mode": "train", "epoch": 3, "iter": 12550, "lr": 1e-05, "memory": 27123, "data_time": 0.00585, "decode.loss_ce": 0.04094, "decode.acc_seg": 98.62517, "aux.loss_ce": 0.01964, "aux.acc_seg": 98.44486, "loss": 0.06058, "time": 0.48105}
{"mode": "train", "epoch": 3, "iter": 12600, "lr": 1e-05, "memory": 27123, "data_time": 0.0058, "decode.loss_ce": 0.03745, "decode.acc_seg": 98.38059, "aux.loss_ce": 0.0188, "aux.acc_seg": 98.09931, "loss": 0.05625, "time": 0.48149}
{"mode": "train", "epoch": 4, "iter": 12650, "lr": 1e-05, "memory": 27123, "data_time": 0.05021, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.21199, "aux.loss_ce": 0.0172, "aux.acc_seg": 97.96104, "loss": 0.05192, "time": 0.53048}
{"mode": "train", "epoch": 4, "iter": 12700, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.03685, "decode.acc_seg": 98.42742, "aux.loss_ce": 0.01824, "aux.acc_seg": 98.16901, "loss": 0.05509, "time": 0.48148}
{"mode": "train", "epoch": 4, "iter": 12750, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.03853, "decode.acc_seg": 98.26024, "aux.loss_ce": 0.01922, "aux.acc_seg": 97.97705, "loss": 0.05775, "time": 0.48051}
{"mode": "train", "epoch": 4, "iter": 12800, "lr": 1e-05, "memory": 27123, "data_time": 0.00582, "decode.loss_ce": 0.02992, "decode.acc_seg": 98.51046, "aux.loss_ce": 0.0154, "aux.acc_seg": 98.29547, "loss": 0.04532, "time": 0.48128}
{"mode": "train", "epoch": 4, "iter": 12850, "lr": 1e-05, "memory": 27123, "data_time": 0.0064, "decode.loss_ce": 0.03255, "decode.acc_seg": 98.90721, "aux.loss_ce": 0.01634, "aux.acc_seg": 98.6677, "loss": 0.04889, "time": 0.48226}
{"mode": "train", "epoch": 4, "iter": 12900, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.03235, "decode.acc_seg": 98.60132, "aux.loss_ce": 0.01636, "aux.acc_seg": 98.33052, "loss": 0.04872, "time": 0.48122}
{"mode": "train", "epoch": 4, "iter": 12950, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.03285, "decode.acc_seg": 98.75145, "aux.loss_ce": 0.01658, "aux.acc_seg": 98.51076, "loss": 0.04943, "time": 0.48061}
{"mode": "train", "epoch": 4, "iter": 13000, "lr": 1e-05, "memory": 27123, "data_time": 0.00585, "decode.loss_ce": 0.03167, "decode.acc_seg": 98.78252, "aux.loss_ce": 0.01534, "aux.acc_seg": 98.58464, "loss": 0.047, "time": 0.48112}
{"mode": "train", "epoch": 4, "iter": 13050, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.03803, "decode.acc_seg": 98.52897, "aux.loss_ce": 0.01871, "aux.acc_seg": 98.31329, "loss": 0.05674, "time": 0.4821}
{"mode": "train", "epoch": 4, "iter": 13100, "lr": 1e-05, "memory": 27123, "data_time": 0.00596, "decode.loss_ce": 0.03536, "decode.acc_seg": 98.6191, "aux.loss_ce": 0.01812, "aux.acc_seg": 98.30377, "loss": 0.05348, "time": 0.48089}
{"mode": "train", "epoch": 4, "iter": 13150, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.03994, "decode.acc_seg": 98.51615, "aux.loss_ce": 0.0194, "aux.acc_seg": 98.26939, "loss": 0.05934, "time": 0.48038}
{"mode": "train", "epoch": 4, "iter": 13200, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.03565, "decode.acc_seg": 98.23232, "aux.loss_ce": 0.01754, "aux.acc_seg": 97.95892, "loss": 0.05319, "time": 0.48016}
{"mode": "train", "epoch": 4, "iter": 13250, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.03346, "decode.acc_seg": 98.79332, "aux.loss_ce": 0.01708, "aux.acc_seg": 98.46227, "loss": 0.05054, "time": 0.48044}
{"mode": "train", "epoch": 4, "iter": 13300, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.04205, "decode.acc_seg": 98.06079, "aux.loss_ce": 0.01983, "aux.acc_seg": 97.92386, "loss": 0.06188, "time": 0.4808}
{"mode": "train", "epoch": 4, "iter": 13350, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.0407, "decode.acc_seg": 98.37937, "aux.loss_ce": 0.02007, "aux.acc_seg": 98.12058, "loss": 0.06077, "time": 0.48139}
{"mode": "train", "epoch": 4, "iter": 13400, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.04235, "decode.acc_seg": 98.46271, "aux.loss_ce": 0.02149, "aux.acc_seg": 98.11426, "loss": 0.06384, "time": 0.48163}
{"mode": "train", "epoch": 4, "iter": 13450, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.03518, "decode.acc_seg": 98.38007, "aux.loss_ce": 0.01778, "aux.acc_seg": 98.07397, "loss": 0.05296, "time": 0.48078}
{"mode": "train", "epoch": 4, "iter": 13500, "lr": 1e-05, "memory": 27123, "data_time": 0.00629, "decode.loss_ce": 0.03867, "decode.acc_seg": 98.44792, "aux.loss_ce": 0.01918, "aux.acc_seg": 98.17778, "loss": 0.05786, "time": 0.48128}
{"mode": "train", "epoch": 4, "iter": 13550, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.04356, "decode.acc_seg": 97.87544, "aux.loss_ce": 0.02144, "aux.acc_seg": 97.51568, "loss": 0.065, "time": 0.48212}
{"mode": "train", "epoch": 4, "iter": 13600, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.08714, "decode.acc_seg": 97.70351, "aux.loss_ce": 0.0385, "aux.acc_seg": 97.56749, "loss": 0.12564, "time": 0.48094}
{"mode": "train", "epoch": 4, "iter": 13650, "lr": 1e-05, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 0.04293, "decode.acc_seg": 98.56338, "aux.loss_ce": 0.02223, "aux.acc_seg": 98.24671, "loss": 0.06516, "time": 0.48048}
{"mode": "train", "epoch": 4, "iter": 13700, "lr": 1e-05, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 0.03743, "decode.acc_seg": 98.52735, "aux.loss_ce": 0.01836, "aux.acc_seg": 98.25435, "loss": 0.05579, "time": 0.48438}
{"mode": "train", "epoch": 4, "iter": 13750, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.03622, "decode.acc_seg": 98.25285, "aux.loss_ce": 0.01786, "aux.acc_seg": 97.94676, "loss": 0.05408, "time": 0.48112}
{"mode": "train", "epoch": 4, "iter": 13800, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.04121, "decode.acc_seg": 98.22683, "aux.loss_ce": 0.02041, "aux.acc_seg": 97.99548, "loss": 0.06162, "time": 0.48014}
{"mode": "train", "epoch": 4, "iter": 13850, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.04958, "decode.acc_seg": 98.32223, "aux.loss_ce": 0.02367, "aux.acc_seg": 98.07364, "loss": 0.07325, "time": 0.47978}
{"mode": "train", "epoch": 4, "iter": 13900, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.03509, "decode.acc_seg": 98.79996, "aux.loss_ce": 0.01726, "aux.acc_seg": 98.56378, "loss": 0.05235, "time": 0.48113}
{"mode": "train", "epoch": 4, "iter": 13950, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.03625, "decode.acc_seg": 98.85408, "aux.loss_ce": 0.01788, "aux.acc_seg": 98.57552, "loss": 0.05413, "time": 0.48145}
{"mode": "train", "epoch": 4, "iter": 14000, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.03133, "decode.acc_seg": 98.59866, "aux.loss_ce": 0.01577, "aux.acc_seg": 98.36795, "loss": 0.0471, "time": 0.48077}
{"mode": "train", "epoch": 4, "iter": 14050, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.02897, "decode.acc_seg": 98.72817, "aux.loss_ce": 0.01489, "aux.acc_seg": 98.44186, "loss": 0.04386, "time": 0.48053}
{"mode": "train", "epoch": 4, "iter": 14100, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.03153, "decode.acc_seg": 98.73256, "aux.loss_ce": 0.01623, "aux.acc_seg": 98.43187, "loss": 0.04776, "time": 0.48083}
{"mode": "train", "epoch": 4, "iter": 14150, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.031, "decode.acc_seg": 98.58017, "aux.loss_ce": 0.01544, "aux.acc_seg": 98.43379, "loss": 0.04645, "time": 0.48044}
{"mode": "train", "epoch": 4, "iter": 14200, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.0397, "decode.acc_seg": 98.42226, "aux.loss_ce": 0.0194, "aux.acc_seg": 98.12069, "loss": 0.0591, "time": 0.48047}
{"mode": "train", "epoch": 4, "iter": 14250, "lr": 1e-05, "memory": 27123, "data_time": 0.00598, "decode.loss_ce": 0.03578, "decode.acc_seg": 98.34213, "aux.loss_ce": 0.01835, "aux.acc_seg": 98.02415, "loss": 0.05413, "time": 0.48069}
{"mode": "train", "epoch": 4, "iter": 14300, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.03401, "decode.acc_seg": 97.96793, "aux.loss_ce": 0.01779, "aux.acc_seg": 97.65376, "loss": 0.0518, "time": 0.48145}
{"mode": "train", "epoch": 4, "iter": 14350, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.02844, "decode.acc_seg": 98.53312, "aux.loss_ce": 0.01461, "aux.acc_seg": 98.29159, "loss": 0.04305, "time": 0.48096}
{"mode": "train", "epoch": 4, "iter": 14400, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.0492, "decode.acc_seg": 97.89538, "aux.loss_ce": 0.02451, "aux.acc_seg": 97.61858, "loss": 0.07371, "time": 0.48018}
{"mode": "train", "epoch": 4, "iter": 14450, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.04158, "decode.acc_seg": 98.5285, "aux.loss_ce": 0.02089, "aux.acc_seg": 98.20629, "loss": 0.06248, "time": 0.48019}
{"mode": "train", "epoch": 4, "iter": 14500, "lr": 1e-05, "memory": 27123, "data_time": 0.00598, "decode.loss_ce": 0.04476, "decode.acc_seg": 98.57676, "aux.loss_ce": 0.02131, "aux.acc_seg": 98.36591, "loss": 0.06607, "time": 0.4801}
{"mode": "train", "epoch": 4, "iter": 14550, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.03767, "decode.acc_seg": 98.51496, "aux.loss_ce": 0.01871, "aux.acc_seg": 98.25737, "loss": 0.05638, "time": 0.4795}
{"mode": "train", "epoch": 4, "iter": 14600, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.03764, "decode.acc_seg": 98.59851, "aux.loss_ce": 0.01898, "aux.acc_seg": 98.313, "loss": 0.05662, "time": 0.4799}
{"mode": "train", "epoch": 4, "iter": 14650, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.03241, "decode.acc_seg": 98.63503, "aux.loss_ce": 0.01656, "aux.acc_seg": 98.38934, "loss": 0.04898, "time": 0.48106}
{"mode": "train", "epoch": 4, "iter": 14700, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.0367, "decode.acc_seg": 98.87935, "aux.loss_ce": 0.01753, "aux.acc_seg": 98.62851, "loss": 0.05422, "time": 0.48051}
{"mode": "train", "epoch": 4, "iter": 14750, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.03965, "decode.acc_seg": 98.40848, "aux.loss_ce": 0.01958, "aux.acc_seg": 98.12055, "loss": 0.05924, "time": 0.48026}
{"mode": "train", "epoch": 4, "iter": 14800, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.0393, "decode.acc_seg": 98.31644, "aux.loss_ce": 0.01986, "aux.acc_seg": 97.9981, "loss": 0.05917, "time": 0.48098}
{"mode": "train", "epoch": 4, "iter": 14850, "lr": 1e-05, "memory": 27123, "data_time": 0.00628, "decode.loss_ce": 0.04326, "decode.acc_seg": 98.37408, "aux.loss_ce": 0.02017, "aux.acc_seg": 98.13578, "loss": 0.06343, "time": 0.48119}
{"mode": "train", "epoch": 4, "iter": 14900, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.03975, "decode.acc_seg": 97.86285, "aux.loss_ce": 0.02053, "aux.acc_seg": 97.56897, "loss": 0.06028, "time": 0.47993}
{"mode": "train", "epoch": 4, "iter": 14950, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.03262, "decode.acc_seg": 98.82887, "aux.loss_ce": 0.01707, "aux.acc_seg": 98.50245, "loss": 0.04969, "time": 0.48456}
{"mode": "train", "epoch": 4, "iter": 15000, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.04816, "decode.acc_seg": 98.19835, "aux.loss_ce": 0.02347, "aux.acc_seg": 97.90176, "loss": 0.07163, "time": 0.48081}
{"mode": "train", "epoch": 4, "iter": 15050, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.03656, "decode.acc_seg": 98.62297, "aux.loss_ce": 0.01773, "aux.acc_seg": 98.34903, "loss": 0.0543, "time": 0.48103}
{"mode": "train", "epoch": 4, "iter": 15100, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.03022, "decode.acc_seg": 98.9933, "aux.loss_ce": 0.01555, "aux.acc_seg": 98.6695, "loss": 0.04577, "time": 0.48102}
{"mode": "train", "epoch": 4, "iter": 15150, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.03257, "decode.acc_seg": 98.71717, "aux.loss_ce": 0.01659, "aux.acc_seg": 98.43128, "loss": 0.04915, "time": 0.48129}
{"mode": "train", "epoch": 4, "iter": 15200, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.03636, "decode.acc_seg": 98.72224, "aux.loss_ce": 0.01808, "aux.acc_seg": 98.50464, "loss": 0.05444, "time": 0.48209}
{"mode": "train", "epoch": 4, "iter": 15250, "lr": 1e-05, "memory": 27123, "data_time": 0.00647, "decode.loss_ce": 0.03439, "decode.acc_seg": 98.46042, "aux.loss_ce": 0.01754, "aux.acc_seg": 98.23075, "loss": 0.05193, "time": 0.48197}
{"mode": "train", "epoch": 4, "iter": 15300, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.03025, "decode.acc_seg": 98.59996, "aux.loss_ce": 0.01501, "aux.acc_seg": 98.39026, "loss": 0.04526, "time": 0.48031}
{"mode": "train", "epoch": 4, "iter": 15350, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.03232, "decode.acc_seg": 98.7402, "aux.loss_ce": 0.01675, "aux.acc_seg": 98.43563, "loss": 0.04907, "time": 0.47992}
{"mode": "train", "epoch": 4, "iter": 15400, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.02854, "decode.acc_seg": 98.88261, "aux.loss_ce": 0.01395, "aux.acc_seg": 98.72458, "loss": 0.0425, "time": 0.48103}
{"mode": "train", "epoch": 4, "iter": 15450, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.04632, "decode.acc_seg": 98.10675, "aux.loss_ce": 0.02086, "aux.acc_seg": 97.83316, "loss": 0.06719, "time": 0.48065}
{"mode": "train", "epoch": 4, "iter": 15500, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.03687, "decode.acc_seg": 98.35961, "aux.loss_ce": 0.01822, "aux.acc_seg": 98.10776, "loss": 0.05509, "time": 0.48088}
{"mode": "train", "epoch": 4, "iter": 15550, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.02938, "decode.acc_seg": 98.70282, "aux.loss_ce": 0.01531, "aux.acc_seg": 98.44701, "loss": 0.04469, "time": 0.4813}
{"mode": "train", "epoch": 4, "iter": 15600, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.02728, "decode.acc_seg": 98.99263, "aux.loss_ce": 0.01438, "aux.acc_seg": 98.71782, "loss": 0.04166, "time": 0.48119}
{"mode": "train", "epoch": 4, "iter": 15650, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.03323, "decode.acc_seg": 98.82866, "aux.loss_ce": 0.01637, "aux.acc_seg": 98.55163, "loss": 0.0496, "time": 0.48058}
{"mode": "train", "epoch": 4, "iter": 15700, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.0409, "decode.acc_seg": 98.23188, "aux.loss_ce": 0.02132, "aux.acc_seg": 97.89357, "loss": 0.06222, "time": 0.481}
{"mode": "train", "epoch": 4, "iter": 15750, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.03637, "decode.acc_seg": 98.76335, "aux.loss_ce": 0.01767, "aux.acc_seg": 98.516, "loss": 0.05403, "time": 0.48184}
{"mode": "train", "epoch": 4, "iter": 15800, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.03343, "decode.acc_seg": 98.28063, "aux.loss_ce": 0.01621, "aux.acc_seg": 98.05991, "loss": 0.04964, "time": 0.4804}
{"mode": "train", "epoch": 4, "iter": 15850, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.03862, "decode.acc_seg": 97.85709, "aux.loss_ce": 0.01929, "aux.acc_seg": 97.49349, "loss": 0.05791, "time": 0.48016}
{"mode": "train", "epoch": 4, "iter": 15900, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.03372, "decode.acc_seg": 98.66329, "aux.loss_ce": 0.01773, "aux.acc_seg": 98.27068, "loss": 0.05145, "time": 0.48096}
{"mode": "train", "epoch": 4, "iter": 15950, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.03635, "decode.acc_seg": 98.39824, "aux.loss_ce": 0.0198, "aux.acc_seg": 98.07455, "loss": 0.05615, "time": 0.48173}
{"mode": "train", "epoch": 4, "iter": 16000, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.03377, "decode.acc_seg": 98.56402, "aux.loss_ce": 0.01571, "aux.acc_seg": 98.40267, "loss": 0.04948, "time": 0.53483}
{"mode": "val", "epoch": 4, "iter": 2884, "lr": 1e-05, "aAcc": 0.9864, "mIoU": 0.5181, "mAcc": 0.6138, "mFscore": 0.6537, "mPrecision": 0.7495, "mRecall": 0.6138, "IoU.background": 0.9874, "IoU.ship": 0.6102, "IoU.storage_tank": 0.6774, "IoU.baseball_diamond": 0.5731, "IoU.tennis_court": 0.6427, "IoU.basketball_court": 0.3894, "IoU.ground_Track_Field": 0.2645, "IoU.bridge": 0.2038, "IoU.large_Vehicle": 0.581, "IoU.small_Vehicle": 0.4434, "IoU.helicopter": 0.0795, "IoU.swimming_pool": 0.4368, "IoU.roundabout": 0.4354, "IoU.soccer_ball_field": 0.6274, "IoU.plane": 0.7943, "IoU.harbor": 0.5431, "Acc.background": 0.9956, "Acc.ship": 0.6926, "Acc.storage_tank": 0.8092, "Acc.baseball_diamond": 0.661, "Acc.tennis_court": 0.7834, "Acc.basketball_court": 0.6492, "Acc.ground_Track_Field": 0.2725, "Acc.bridge": 0.2246, "Acc.large_Vehicle": 0.6997, "Acc.small_Vehicle": 0.5163, "Acc.helicopter": 0.0945, "Acc.swimming_pool": 0.4944, "Acc.roundabout": 0.5441, "Acc.soccer_ball_field": 0.7476, "Acc.plane": 0.9136, "Acc.harbor": 0.7227, "Fscore.background": 0.9937, "Fscore.ship": 0.7579, "Fscore.storage_tank": 0.8076, "Fscore.baseball_diamond": 0.7286, "Fscore.tennis_court": 0.7825, "Fscore.basketball_court": 0.5606, "Fscore.ground_Track_Field": 0.4184, "Fscore.bridge": 0.3386, "Fscore.large_Vehicle": 0.735, "Fscore.small_Vehicle": 0.6143, "Fscore.helicopter": 0.1473, "Fscore.swimming_pool": 0.608, "Fscore.roundabout": 0.6067, "Fscore.soccer_ball_field": 0.771, "Fscore.plane": 0.8853, "Fscore.harbor": 0.7039, "Precision.background": 0.9917, "Precision.ship": 0.8368, "Precision.storage_tank": 0.8061, "Precision.baseball_diamond": 0.8115, "Precision.tennis_court": 0.7816, "Precision.basketball_court": 0.4932, "Precision.ground_Track_Field": 0.9007, "Precision.bridge": 0.6876, "Precision.large_Vehicle": 0.7741, "Precision.small_Vehicle": 0.7583, "Precision.helicopter": 0.3342, "Precision.swimming_pool": 0.7894, "Precision.roundabout": 0.6854, "Precision.soccer_ball_field": 0.7959, "Precision.plane": 0.8588, "Precision.harbor": 0.6862, "Recall.background": 0.9956, "Recall.ship": 0.6926, "Recall.storage_tank": 0.8092, "Recall.baseball_diamond": 0.661, "Recall.tennis_court": 0.7834, "Recall.basketball_court": 0.6492, "Recall.ground_Track_Field": 0.2725, "Recall.bridge": 0.2246, "Recall.large_Vehicle": 0.6997, "Recall.small_Vehicle": 0.5163, "Recall.helicopter": 0.0945, "Recall.swimming_pool": 0.4944, "Recall.roundabout": 0.5441, "Recall.soccer_ball_field": 0.7476, "Recall.plane": 0.9136, "Recall.harbor": 0.7227}
{"mode": "train", "epoch": 4, "iter": 16050, "lr": 1e-05, "memory": 27123, "data_time": 11.77761, "decode.loss_ce": 0.03262, "decode.acc_seg": 98.4033, "aux.loss_ce": 0.0162, "aux.acc_seg": 98.17168, "loss": 0.04882, "time": 12.25355}
{"mode": "train", "epoch": 4, "iter": 16100, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.03694, "decode.acc_seg": 98.34934, "aux.loss_ce": 0.0183, "aux.acc_seg": 98.10032, "loss": 0.05524, "time": 0.48207}
{"mode": "train", "epoch": 4, "iter": 16150, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.03553, "decode.acc_seg": 98.53021, "aux.loss_ce": 0.01754, "aux.acc_seg": 98.29876, "loss": 0.05307, "time": 0.48342}
{"mode": "train", "epoch": 4, "iter": 16200, "lr": 1e-05, "memory": 27123, "data_time": 0.00759, "decode.loss_ce": 0.03309, "decode.acc_seg": 98.70067, "aux.loss_ce": 0.01684, "aux.acc_seg": 98.43633, "loss": 0.04992, "time": 0.48448}
{"mode": "train", "epoch": 4, "iter": 16250, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.03259, "decode.acc_seg": 98.66366, "aux.loss_ce": 0.01603, "aux.acc_seg": 98.4258, "loss": 0.04862, "time": 0.48243}
{"mode": "train", "epoch": 4, "iter": 16300, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.03448, "decode.acc_seg": 98.40807, "aux.loss_ce": 0.01743, "aux.acc_seg": 98.11155, "loss": 0.05191, "time": 0.48174}
{"mode": "train", "epoch": 4, "iter": 16350, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.03901, "decode.acc_seg": 98.40273, "aux.loss_ce": 0.01891, "aux.acc_seg": 98.16521, "loss": 0.05792, "time": 0.48206}
{"mode": "train", "epoch": 4, "iter": 16400, "lr": 1e-05, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 0.0368, "decode.acc_seg": 98.48222, "aux.loss_ce": 0.01904, "aux.acc_seg": 98.18799, "loss": 0.05583, "time": 0.48274}
{"mode": "train", "epoch": 4, "iter": 16450, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.02981, "decode.acc_seg": 98.95709, "aux.loss_ce": 0.01605, "aux.acc_seg": 98.70692, "loss": 0.04586, "time": 0.48375}
{"mode": "train", "epoch": 4, "iter": 16500, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.03737, "decode.acc_seg": 98.82463, "aux.loss_ce": 0.01835, "aux.acc_seg": 98.57642, "loss": 0.05572, "time": 0.48089}
{"mode": "train", "epoch": 4, "iter": 16550, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.03247, "decode.acc_seg": 98.49657, "aux.loss_ce": 0.016, "aux.acc_seg": 98.24554, "loss": 0.04847, "time": 0.48169}
{"mode": "train", "epoch": 4, "iter": 16600, "lr": 1e-05, "memory": 27123, "data_time": 0.00628, "decode.loss_ce": 0.02728, "decode.acc_seg": 98.70048, "aux.loss_ce": 0.01517, "aux.acc_seg": 98.34645, "loss": 0.04245, "time": 0.48311}
{"mode": "train", "epoch": 4, "iter": 16650, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.03627, "decode.acc_seg": 98.5705, "aux.loss_ce": 0.0183, "aux.acc_seg": 98.25113, "loss": 0.05457, "time": 0.48162}
{"mode": "train", "epoch": 4, "iter": 16700, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.03401, "decode.acc_seg": 98.25421, "aux.loss_ce": 0.01732, "aux.acc_seg": 97.9903, "loss": 0.05132, "time": 0.48203}
{"mode": "train", "epoch": 4, "iter": 16750, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.0325, "decode.acc_seg": 98.7656, "aux.loss_ce": 0.01681, "aux.acc_seg": 98.40322, "loss": 0.04931, "time": 0.48357}
{"mode": "train", "epoch": 4, "iter": 16800, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.03115, "decode.acc_seg": 98.68055, "aux.loss_ce": 0.01618, "aux.acc_seg": 98.38304, "loss": 0.04733, "time": 0.48096}
{"mode": "train", "epoch": 5, "iter": 16850, "lr": 1e-05, "memory": 27123, "data_time": 0.05351, "decode.loss_ce": 0.03505, "decode.acc_seg": 98.63088, "aux.loss_ce": 0.01759, "aux.acc_seg": 98.41218, "loss": 0.05264, "time": 0.52787}
{"mode": "train", "epoch": 5, "iter": 16900, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.02849, "decode.acc_seg": 98.67378, "aux.loss_ce": 0.01507, "aux.acc_seg": 98.36863, "loss": 0.04357, "time": 0.48185}
{"mode": "train", "epoch": 5, "iter": 16950, "lr": 1e-05, "memory": 27123, "data_time": 0.00586, "decode.loss_ce": 0.03614, "decode.acc_seg": 98.78064, "aux.loss_ce": 0.01846, "aux.acc_seg": 98.48152, "loss": 0.0546, "time": 0.48103}
{"mode": "train", "epoch": 5, "iter": 17000, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.03101, "decode.acc_seg": 98.47338, "aux.loss_ce": 0.01502, "aux.acc_seg": 98.27369, "loss": 0.04603, "time": 0.48164}
{"mode": "train", "epoch": 5, "iter": 17050, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.02895, "decode.acc_seg": 98.8397, "aux.loss_ce": 0.0144, "aux.acc_seg": 98.64349, "loss": 0.04335, "time": 0.48193}
{"mode": "train", "epoch": 5, "iter": 17100, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.03283, "decode.acc_seg": 98.5471, "aux.loss_ce": 0.0178, "aux.acc_seg": 98.14403, "loss": 0.05063, "time": 0.48235}
{"mode": "train", "epoch": 5, "iter": 17150, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.03372, "decode.acc_seg": 98.71389, "aux.loss_ce": 0.01677, "aux.acc_seg": 98.4557, "loss": 0.05049, "time": 0.48167}
{"mode": "train", "epoch": 5, "iter": 17200, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.03811, "decode.acc_seg": 98.08177, "aux.loss_ce": 0.01946, "aux.acc_seg": 97.79126, "loss": 0.05757, "time": 0.48292}
{"mode": "train", "epoch": 5, "iter": 17250, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.03143, "decode.acc_seg": 98.50714, "aux.loss_ce": 0.01709, "aux.acc_seg": 98.15191, "loss": 0.04852, "time": 0.48162}
{"mode": "train", "epoch": 5, "iter": 17300, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.02931, "decode.acc_seg": 98.80712, "aux.loss_ce": 0.01527, "aux.acc_seg": 98.5225, "loss": 0.04458, "time": 0.48211}
{"mode": "train", "epoch": 5, "iter": 17350, "lr": 1e-05, "memory": 27123, "data_time": 0.00633, "decode.loss_ce": 0.03183, "decode.acc_seg": 98.38916, "aux.loss_ce": 0.01632, "aux.acc_seg": 98.10872, "loss": 0.04815, "time": 0.48273}
{"mode": "train", "epoch": 5, "iter": 17400, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.0286, "decode.acc_seg": 98.53332, "aux.loss_ce": 0.0155, "aux.acc_seg": 98.25821, "loss": 0.04411, "time": 0.48222}
{"mode": "train", "epoch": 5, "iter": 17450, "lr": 1e-05, "memory": 27123, "data_time": 0.00591, "decode.loss_ce": 0.03472, "decode.acc_seg": 98.41167, "aux.loss_ce": 0.01658, "aux.acc_seg": 98.27606, "loss": 0.0513, "time": 0.48237}
{"mode": "train", "epoch": 5, "iter": 17500, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.03766, "decode.acc_seg": 98.54706, "aux.loss_ce": 0.01924, "aux.acc_seg": 98.31142, "loss": 0.0569, "time": 0.48249}
{"mode": "train", "epoch": 5, "iter": 17550, "lr": 1e-05, "memory": 27123, "data_time": 0.00598, "decode.loss_ce": 0.03512, "decode.acc_seg": 98.75467, "aux.loss_ce": 0.01748, "aux.acc_seg": 98.43898, "loss": 0.0526, "time": 0.48302}
{"mode": "train", "epoch": 5, "iter": 17600, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.03802, "decode.acc_seg": 98.22144, "aux.loss_ce": 0.01959, "aux.acc_seg": 97.92041, "loss": 0.05761, "time": 0.48092}
{"mode": "train", "epoch": 5, "iter": 17650, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.03606, "decode.acc_seg": 98.58214, "aux.loss_ce": 0.01825, "aux.acc_seg": 98.23457, "loss": 0.05431, "time": 0.48124}
{"mode": "train", "epoch": 5, "iter": 17700, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.03601, "decode.acc_seg": 98.54583, "aux.loss_ce": 0.01919, "aux.acc_seg": 98.19241, "loss": 0.05521, "time": 0.48244}
{"mode": "train", "epoch": 5, "iter": 17750, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.03304, "decode.acc_seg": 98.84353, "aux.loss_ce": 0.01599, "aux.acc_seg": 98.59166, "loss": 0.04904, "time": 0.48222}
{"mode": "train", "epoch": 5, "iter": 17800, "lr": 1e-05, "memory": 27123, "data_time": 0.00658, "decode.loss_ce": 0.02937, "decode.acc_seg": 98.48279, "aux.loss_ce": 0.01489, "aux.acc_seg": 98.20123, "loss": 0.04426, "time": 0.4826}
{"mode": "train", "epoch": 5, "iter": 17850, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.03293, "decode.acc_seg": 98.35026, "aux.loss_ce": 0.01644, "aux.acc_seg": 98.09608, "loss": 0.04937, "time": 0.48173}
{"mode": "train", "epoch": 5, "iter": 17900, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.03187, "decode.acc_seg": 98.58198, "aux.loss_ce": 0.01637, "aux.acc_seg": 98.30639, "loss": 0.04824, "time": 0.48192}
{"mode": "train", "epoch": 5, "iter": 17950, "lr": 1e-05, "memory": 27123, "data_time": 0.0064, "decode.loss_ce": 0.02987, "decode.acc_seg": 98.74298, "aux.loss_ce": 0.01471, "aux.acc_seg": 98.49848, "loss": 0.04458, "time": 0.48159}
{"mode": "train", "epoch": 5, "iter": 18000, "lr": 1e-05, "memory": 27123, "data_time": 0.00622, "decode.loss_ce": 0.03254, "decode.acc_seg": 98.59546, "aux.loss_ce": 0.01678, "aux.acc_seg": 98.28543, "loss": 0.04932, "time": 0.48189}
{"mode": "train", "epoch": 5, "iter": 18050, "lr": 1e-05, "memory": 27123, "data_time": 0.00642, "decode.loss_ce": 0.03136, "decode.acc_seg": 98.5584, "aux.loss_ce": 0.01658, "aux.acc_seg": 98.1859, "loss": 0.04794, "time": 0.48262}
{"mode": "train", "epoch": 5, "iter": 18100, "lr": 1e-05, "memory": 27123, "data_time": 0.00639, "decode.loss_ce": 0.03066, "decode.acc_seg": 98.76567, "aux.loss_ce": 0.01502, "aux.acc_seg": 98.54009, "loss": 0.04568, "time": 0.48241}
{"mode": "train", "epoch": 5, "iter": 18150, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.03188, "decode.acc_seg": 98.56194, "aux.loss_ce": 0.01674, "aux.acc_seg": 98.2525, "loss": 0.04862, "time": 0.48156}
{"mode": "train", "epoch": 5, "iter": 18200, "lr": 1e-05, "memory": 27123, "data_time": 0.00633, "decode.loss_ce": 0.03325, "decode.acc_seg": 98.74147, "aux.loss_ce": 0.01631, "aux.acc_seg": 98.49658, "loss": 0.04956, "time": 0.48194}
{"mode": "train", "epoch": 5, "iter": 18250, "lr": 1e-05, "memory": 27123, "data_time": 0.00665, "decode.loss_ce": 0.03443, "decode.acc_seg": 98.0192, "aux.loss_ce": 0.01759, "aux.acc_seg": 97.70429, "loss": 0.05202, "time": 0.48181}
{"mode": "train", "epoch": 5, "iter": 18300, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.03572, "decode.acc_seg": 98.44595, "aux.loss_ce": 0.01728, "aux.acc_seg": 98.17334, "loss": 0.053, "time": 0.48218}
{"mode": "train", "epoch": 5, "iter": 18350, "lr": 1e-05, "memory": 27123, "data_time": 0.0064, "decode.loss_ce": 0.02634, "decode.acc_seg": 98.72724, "aux.loss_ce": 0.01341, "aux.acc_seg": 98.47479, "loss": 0.03974, "time": 0.47968}
{"mode": "train", "epoch": 5, "iter": 18400, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.03612, "decode.acc_seg": 98.17333, "aux.loss_ce": 0.01982, "aux.acc_seg": 97.73557, "loss": 0.05593, "time": 0.48115}
{"mode": "train", "epoch": 5, "iter": 18450, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.03335, "decode.acc_seg": 98.87999, "aux.loss_ce": 0.01782, "aux.acc_seg": 98.45441, "loss": 0.05116, "time": 0.48179}
{"mode": "train", "epoch": 5, "iter": 18500, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.03092, "decode.acc_seg": 98.90656, "aux.loss_ce": 0.0178, "aux.acc_seg": 98.47848, "loss": 0.04872, "time": 0.48069}
{"mode": "train", "epoch": 5, "iter": 18550, "lr": 1e-05, "memory": 27123, "data_time": 0.00641, "decode.loss_ce": 0.03417, "decode.acc_seg": 98.53375, "aux.loss_ce": 0.01754, "aux.acc_seg": 98.26457, "loss": 0.0517, "time": 0.48121}
{"mode": "train", "epoch": 5, "iter": 18600, "lr": 1e-05, "memory": 27123, "data_time": 0.00635, "decode.loss_ce": 0.02866, "decode.acc_seg": 98.81254, "aux.loss_ce": 0.01529, "aux.acc_seg": 98.50941, "loss": 0.04395, "time": 0.4807}
{"mode": "train", "epoch": 5, "iter": 18650, "lr": 1e-05, "memory": 27123, "data_time": 0.00646, "decode.loss_ce": 0.03975, "decode.acc_seg": 98.45025, "aux.loss_ce": 0.01955, "aux.acc_seg": 98.20139, "loss": 0.0593, "time": 0.48014}
{"mode": "train", "epoch": 5, "iter": 18700, "lr": 1e-05, "memory": 27123, "data_time": 0.00701, "decode.loss_ce": 0.03319, "decode.acc_seg": 98.48362, "aux.loss_ce": 0.01694, "aux.acc_seg": 98.20931, "loss": 0.05013, "time": 0.48404}
{"mode": "train", "epoch": 5, "iter": 18750, "lr": 1e-05, "memory": 27123, "data_time": 0.0065, "decode.loss_ce": 0.02743, "decode.acc_seg": 99.02752, "aux.loss_ce": 0.01496, "aux.acc_seg": 98.72628, "loss": 0.04238, "time": 0.48181}
{"mode": "train", "epoch": 5, "iter": 18800, "lr": 1e-05, "memory": 27123, "data_time": 0.00655, "decode.loss_ce": 0.03076, "decode.acc_seg": 98.64215, "aux.loss_ce": 0.01676, "aux.acc_seg": 98.20367, "loss": 0.04752, "time": 0.48015}
{"mode": "train", "epoch": 5, "iter": 18850, "lr": 1e-05, "memory": 27123, "data_time": 0.00641, "decode.loss_ce": 0.02468, "decode.acc_seg": 98.8615, "aux.loss_ce": 0.01353, "aux.acc_seg": 98.55227, "loss": 0.03821, "time": 0.48098}
{"mode": "train", "epoch": 5, "iter": 18900, "lr": 1e-05, "memory": 27123, "data_time": 0.00661, "decode.loss_ce": 0.02838, "decode.acc_seg": 98.5365, "aux.loss_ce": 0.01504, "aux.acc_seg": 98.23194, "loss": 0.04342, "time": 0.48195}
{"mode": "train", "epoch": 5, "iter": 18950, "lr": 1e-05, "memory": 27123, "data_time": 0.00646, "decode.loss_ce": 0.02952, "decode.acc_seg": 98.57888, "aux.loss_ce": 0.01526, "aux.acc_seg": 98.28298, "loss": 0.04478, "time": 0.4817}
{"mode": "train", "epoch": 5, "iter": 19000, "lr": 1e-05, "memory": 27123, "data_time": 0.00661, "decode.loss_ce": 0.02521, "decode.acc_seg": 98.93269, "aux.loss_ce": 0.01347, "aux.acc_seg": 98.67888, "loss": 0.03868, "time": 0.48158}
{"mode": "train", "epoch": 5, "iter": 19050, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.03657, "decode.acc_seg": 98.65207, "aux.loss_ce": 0.01801, "aux.acc_seg": 98.31945, "loss": 0.05458, "time": 0.48169}
{"mode": "train", "epoch": 5, "iter": 19100, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.03394, "decode.acc_seg": 98.49213, "aux.loss_ce": 0.01692, "aux.acc_seg": 98.21224, "loss": 0.05086, "time": 0.48287}
{"mode": "train", "epoch": 5, "iter": 19150, "lr": 1e-05, "memory": 27123, "data_time": 0.00628, "decode.loss_ce": 0.03158, "decode.acc_seg": 98.71375, "aux.loss_ce": 0.015, "aux.acc_seg": 98.51081, "loss": 0.04658, "time": 0.48184}
{"mode": "train", "epoch": 5, "iter": 19200, "lr": 1e-05, "memory": 27123, "data_time": 0.00651, "decode.loss_ce": 0.03308, "decode.acc_seg": 98.50156, "aux.loss_ce": 0.01671, "aux.acc_seg": 98.24268, "loss": 0.04979, "time": 0.481}
{"mode": "train", "epoch": 5, "iter": 19250, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.02999, "decode.acc_seg": 98.6724, "aux.loss_ce": 0.01533, "aux.acc_seg": 98.40052, "loss": 0.04532, "time": 0.48129}
{"mode": "train", "epoch": 5, "iter": 19300, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.02918, "decode.acc_seg": 98.44008, "aux.loss_ce": 0.01617, "aux.acc_seg": 98.11902, "loss": 0.04535, "time": 0.48142}
{"mode": "train", "epoch": 5, "iter": 19350, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.03181, "decode.acc_seg": 98.7255, "aux.loss_ce": 0.01787, "aux.acc_seg": 98.38108, "loss": 0.04968, "time": 0.48021}
{"mode": "train", "epoch": 5, "iter": 19400, "lr": 1e-05, "memory": 27123, "data_time": 0.00653, "decode.loss_ce": 0.0254, "decode.acc_seg": 99.01939, "aux.loss_ce": 0.01325, "aux.acc_seg": 98.74638, "loss": 0.03865, "time": 0.48058}
{"mode": "train", "epoch": 5, "iter": 19450, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.02886, "decode.acc_seg": 98.91088, "aux.loss_ce": 0.01517, "aux.acc_seg": 98.62591, "loss": 0.04403, "time": 0.48126}
{"mode": "train", "epoch": 5, "iter": 19500, "lr": 1e-05, "memory": 27123, "data_time": 0.00624, "decode.loss_ce": 0.02942, "decode.acc_seg": 98.64525, "aux.loss_ce": 0.01574, "aux.acc_seg": 98.28424, "loss": 0.04516, "time": 0.48193}
{"mode": "train", "epoch": 5, "iter": 19550, "lr": 1e-05, "memory": 27123, "data_time": 0.00622, "decode.loss_ce": 0.02855, "decode.acc_seg": 98.81044, "aux.loss_ce": 0.01492, "aux.acc_seg": 98.48309, "loss": 0.04346, "time": 0.48322}
{"mode": "train", "epoch": 5, "iter": 19600, "lr": 1e-05, "memory": 27123, "data_time": 0.00628, "decode.loss_ce": 0.02649, "decode.acc_seg": 98.88449, "aux.loss_ce": 0.01388, "aux.acc_seg": 98.59225, "loss": 0.04037, "time": 0.48199}
{"mode": "train", "epoch": 5, "iter": 19650, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.03205, "decode.acc_seg": 98.61047, "aux.loss_ce": 0.0166, "aux.acc_seg": 98.30655, "loss": 0.04865, "time": 0.48198}
{"mode": "train", "epoch": 5, "iter": 19700, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.03041, "decode.acc_seg": 98.66504, "aux.loss_ce": 0.01482, "aux.acc_seg": 98.45612, "loss": 0.04523, "time": 0.48197}
{"mode": "train", "epoch": 5, "iter": 19750, "lr": 1e-05, "memory": 27123, "data_time": 0.00629, "decode.loss_ce": 0.02813, "decode.acc_seg": 98.91151, "aux.loss_ce": 0.01414, "aux.acc_seg": 98.63455, "loss": 0.04227, "time": 0.48074}
{"mode": "train", "epoch": 5, "iter": 19800, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.02899, "decode.acc_seg": 98.78995, "aux.loss_ce": 0.01558, "aux.acc_seg": 98.44872, "loss": 0.04457, "time": 0.48233}
{"mode": "train", "epoch": 5, "iter": 19850, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.03199, "decode.acc_seg": 98.88998, "aux.loss_ce": 0.01636, "aux.acc_seg": 98.65329, "loss": 0.04835, "time": 0.48103}
{"mode": "train", "epoch": 5, "iter": 19900, "lr": 1e-05, "memory": 27123, "data_time": 0.00627, "decode.loss_ce": 0.03462, "decode.acc_seg": 98.54522, "aux.loss_ce": 0.01795, "aux.acc_seg": 98.21763, "loss": 0.05257, "time": 0.48251}
{"mode": "train", "epoch": 5, "iter": 19950, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.0323, "decode.acc_seg": 98.42373, "aux.loss_ce": 0.01631, "aux.acc_seg": 98.18993, "loss": 0.04861, "time": 0.48498}
{"mode": "train", "epoch": 5, "iter": 20000, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.03179, "decode.acc_seg": 98.88191, "aux.loss_ce": 0.01665, "aux.acc_seg": 98.58365, "loss": 0.04844, "time": 0.48247}
{"mode": "train", "epoch": 5, "iter": 20050, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.03035, "decode.acc_seg": 98.78473, "aux.loss_ce": 0.01528, "aux.acc_seg": 98.51212, "loss": 0.04562, "time": 0.48134}
{"mode": "train", "epoch": 5, "iter": 20100, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.03303, "decode.acc_seg": 98.39682, "aux.loss_ce": 0.01729, "aux.acc_seg": 98.09565, "loss": 0.05032, "time": 0.48112}
{"mode": "train", "epoch": 5, "iter": 20150, "lr": 1e-05, "memory": 27123, "data_time": 0.00598, "decode.loss_ce": 0.02545, "decode.acc_seg": 98.72993, "aux.loss_ce": 0.01387, "aux.acc_seg": 98.47505, "loss": 0.03931, "time": 0.48235}
{"mode": "train", "epoch": 5, "iter": 20200, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.03199, "decode.acc_seg": 98.78158, "aux.loss_ce": 0.01763, "aux.acc_seg": 98.42797, "loss": 0.04963, "time": 0.48106}
{"mode": "train", "epoch": 5, "iter": 20250, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.02804, "decode.acc_seg": 98.87361, "aux.loss_ce": 0.01483, "aux.acc_seg": 98.57548, "loss": 0.04287, "time": 0.47972}
{"mode": "train", "epoch": 5, "iter": 20300, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.03871, "decode.acc_seg": 98.11417, "aux.loss_ce": 0.01927, "aux.acc_seg": 97.90334, "loss": 0.05798, "time": 0.48103}
{"mode": "train", "epoch": 5, "iter": 20350, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.03332, "decode.acc_seg": 98.42937, "aux.loss_ce": 0.01898, "aux.acc_seg": 97.98557, "loss": 0.0523, "time": 0.48065}
{"mode": "train", "epoch": 5, "iter": 20400, "lr": 1e-05, "memory": 27123, "data_time": 0.00598, "decode.loss_ce": 0.0309, "decode.acc_seg": 98.63139, "aux.loss_ce": 0.01677, "aux.acc_seg": 98.23374, "loss": 0.04766, "time": 0.48153}
{"mode": "train", "epoch": 5, "iter": 20450, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.02869, "decode.acc_seg": 98.28602, "aux.loss_ce": 0.0141, "aux.acc_seg": 98.08979, "loss": 0.04279, "time": 0.48097}
{"mode": "train", "epoch": 5, "iter": 20500, "lr": 1e-05, "memory": 27123, "data_time": 0.00598, "decode.loss_ce": 0.02693, "decode.acc_seg": 98.92499, "aux.loss_ce": 0.01396, "aux.acc_seg": 98.67643, "loss": 0.04089, "time": 0.48247}
{"mode": "train", "epoch": 5, "iter": 20550, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.03407, "decode.acc_seg": 98.396, "aux.loss_ce": 0.01773, "aux.acc_seg": 98.19436, "loss": 0.0518, "time": 0.48145}
{"mode": "train", "epoch": 5, "iter": 20600, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.02798, "decode.acc_seg": 98.96179, "aux.loss_ce": 0.01551, "aux.acc_seg": 98.61378, "loss": 0.04349, "time": 0.48199}
{"mode": "train", "epoch": 5, "iter": 20650, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.02515, "decode.acc_seg": 98.68432, "aux.loss_ce": 0.0141, "aux.acc_seg": 98.35168, "loss": 0.03925, "time": 0.48104}
{"mode": "train", "epoch": 5, "iter": 20700, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.02967, "decode.acc_seg": 98.40787, "aux.loss_ce": 0.01542, "aux.acc_seg": 98.08821, "loss": 0.04509, "time": 0.4809}
{"mode": "train", "epoch": 5, "iter": 20750, "lr": 1e-05, "memory": 27123, "data_time": 0.00622, "decode.loss_ce": 0.03621, "decode.acc_seg": 98.29686, "aux.loss_ce": 0.0169, "aux.acc_seg": 98.21646, "loss": 0.05311, "time": 0.48197}
{"mode": "train", "epoch": 5, "iter": 20800, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.03368, "decode.acc_seg": 98.70727, "aux.loss_ce": 0.01703, "aux.acc_seg": 98.42368, "loss": 0.0507, "time": 0.48158}
{"mode": "train", "epoch": 5, "iter": 20850, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.02796, "decode.acc_seg": 98.85746, "aux.loss_ce": 0.01549, "aux.acc_seg": 98.47281, "loss": 0.04345, "time": 0.48073}
{"mode": "train", "epoch": 5, "iter": 20900, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.02592, "decode.acc_seg": 98.58138, "aux.loss_ce": 0.01421, "aux.acc_seg": 98.23717, "loss": 0.04013, "time": 0.48265}
{"mode": "train", "epoch": 5, "iter": 20950, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.02852, "decode.acc_seg": 98.77712, "aux.loss_ce": 0.01497, "aux.acc_seg": 98.50225, "loss": 0.04348, "time": 0.48304}
{"mode": "train", "epoch": 5, "iter": 21000, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.02676, "decode.acc_seg": 98.61631, "aux.loss_ce": 0.01408, "aux.acc_seg": 98.33667, "loss": 0.04084, "time": 0.48254}
{"mode": "train", "epoch": 6, "iter": 21050, "lr": 1e-05, "memory": 27123, "data_time": 0.05176, "decode.loss_ce": 0.02795, "decode.acc_seg": 98.68806, "aux.loss_ce": 0.0144, "aux.acc_seg": 98.46285, "loss": 0.04235, "time": 0.52767}
{"mode": "train", "epoch": 6, "iter": 21100, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.02378, "decode.acc_seg": 98.90736, "aux.loss_ce": 0.01357, "aux.acc_seg": 98.57557, "loss": 0.03736, "time": 0.48215}
{"mode": "train", "epoch": 6, "iter": 21150, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.03101, "decode.acc_seg": 98.82363, "aux.loss_ce": 0.01654, "aux.acc_seg": 98.49799, "loss": 0.04755, "time": 0.48472}
{"mode": "train", "epoch": 6, "iter": 21200, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.02579, "decode.acc_seg": 98.45773, "aux.loss_ce": 0.01373, "aux.acc_seg": 98.18176, "loss": 0.03951, "time": 0.48179}
{"mode": "train", "epoch": 6, "iter": 21250, "lr": 1e-05, "memory": 27123, "data_time": 0.00642, "decode.loss_ce": 0.02658, "decode.acc_seg": 98.95221, "aux.loss_ce": 0.01401, "aux.acc_seg": 98.67109, "loss": 0.04059, "time": 0.48262}
{"mode": "train", "epoch": 6, "iter": 21300, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.02814, "decode.acc_seg": 98.51912, "aux.loss_ce": 0.0148, "aux.acc_seg": 98.2249, "loss": 0.04294, "time": 0.4814}
{"mode": "train", "epoch": 6, "iter": 21350, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.02521, "decode.acc_seg": 98.93625, "aux.loss_ce": 0.01307, "aux.acc_seg": 98.71341, "loss": 0.03828, "time": 0.48127}
{"mode": "train", "epoch": 6, "iter": 21400, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.03013, "decode.acc_seg": 98.52445, "aux.loss_ce": 0.01687, "aux.acc_seg": 98.17475, "loss": 0.04701, "time": 0.48111}
{"mode": "train", "epoch": 6, "iter": 21450, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.02786, "decode.acc_seg": 98.85834, "aux.loss_ce": 0.01454, "aux.acc_seg": 98.60457, "loss": 0.0424, "time": 0.4811}
{"mode": "train", "epoch": 6, "iter": 21500, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02851, "decode.acc_seg": 98.53266, "aux.loss_ce": 0.01575, "aux.acc_seg": 98.11459, "loss": 0.04426, "time": 0.48159}
{"mode": "train", "epoch": 6, "iter": 21550, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.03032, "decode.acc_seg": 98.67585, "aux.loss_ce": 0.0173, "aux.acc_seg": 98.20999, "loss": 0.04762, "time": 0.48155}
{"mode": "train", "epoch": 6, "iter": 21600, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.02893, "decode.acc_seg": 98.82269, "aux.loss_ce": 0.01436, "aux.acc_seg": 98.60499, "loss": 0.04329, "time": 0.48089}
{"mode": "train", "epoch": 6, "iter": 21650, "lr": 1e-05, "memory": 27123, "data_time": 0.00622, "decode.loss_ce": 0.03363, "decode.acc_seg": 98.79638, "aux.loss_ce": 0.01824, "aux.acc_seg": 98.46567, "loss": 0.05187, "time": 0.48069}
{"mode": "train", "epoch": 6, "iter": 21700, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.05374, "decode.acc_seg": 98.19237, "aux.loss_ce": 0.02621, "aux.acc_seg": 97.82148, "loss": 0.07995, "time": 0.48076}
{"mode": "train", "epoch": 6, "iter": 21750, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.05176, "decode.acc_seg": 98.12681, "aux.loss_ce": 0.02242, "aux.acc_seg": 98.07858, "loss": 0.07418, "time": 0.48211}
{"mode": "train", "epoch": 6, "iter": 21800, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.04313, "decode.acc_seg": 97.9062, "aux.loss_ce": 0.02107, "aux.acc_seg": 97.63813, "loss": 0.0642, "time": 0.48091}
{"mode": "train", "epoch": 6, "iter": 21850, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.02964, "decode.acc_seg": 98.74314, "aux.loss_ce": 0.01574, "aux.acc_seg": 98.46446, "loss": 0.04539, "time": 0.48229}
{"mode": "train", "epoch": 6, "iter": 21900, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.03136, "decode.acc_seg": 98.58013, "aux.loss_ce": 0.01586, "aux.acc_seg": 98.33658, "loss": 0.04721, "time": 0.48202}
{"mode": "train", "epoch": 6, "iter": 21950, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.03065, "decode.acc_seg": 98.41043, "aux.loss_ce": 0.01545, "aux.acc_seg": 98.15548, "loss": 0.0461, "time": 0.48113}
{"mode": "train", "epoch": 6, "iter": 22000, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.03284, "decode.acc_seg": 98.50425, "aux.loss_ce": 0.01614, "aux.acc_seg": 98.20455, "loss": 0.04898, "time": 0.48282}
{"mode": "train", "epoch": 6, "iter": 22050, "lr": 1e-05, "memory": 27123, "data_time": 0.00639, "decode.loss_ce": 0.03599, "decode.acc_seg": 98.3332, "aux.loss_ce": 0.01728, "aux.acc_seg": 98.07876, "loss": 0.05327, "time": 0.48193}
{"mode": "train", "epoch": 6, "iter": 22100, "lr": 1e-05, "memory": 27123, "data_time": 0.00645, "decode.loss_ce": 0.03104, "decode.acc_seg": 98.62267, "aux.loss_ce": 0.0152, "aux.acc_seg": 98.38765, "loss": 0.04624, "time": 0.48077}
{"mode": "train", "epoch": 6, "iter": 22150, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.02574, "decode.acc_seg": 98.61619, "aux.loss_ce": 0.01367, "aux.acc_seg": 98.34068, "loss": 0.03941, "time": 0.48052}
{"mode": "train", "epoch": 6, "iter": 22200, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.02982, "decode.acc_seg": 98.85054, "aux.loss_ce": 0.01676, "aux.acc_seg": 98.42368, "loss": 0.04658, "time": 0.48069}
{"mode": "train", "epoch": 6, "iter": 22250, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.02874, "decode.acc_seg": 98.99663, "aux.loss_ce": 0.01509, "aux.acc_seg": 98.67064, "loss": 0.04382, "time": 0.48211}
{"mode": "train", "epoch": 6, "iter": 22300, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.02763, "decode.acc_seg": 98.526, "aux.loss_ce": 0.01511, "aux.acc_seg": 98.15965, "loss": 0.04274, "time": 0.48131}
{"mode": "train", "epoch": 6, "iter": 22350, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.02552, "decode.acc_seg": 99.07596, "aux.loss_ce": 0.01322, "aux.acc_seg": 98.84047, "loss": 0.03874, "time": 0.48082}
{"mode": "train", "epoch": 6, "iter": 22400, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.02364, "decode.acc_seg": 98.78695, "aux.loss_ce": 0.01305, "aux.acc_seg": 98.48584, "loss": 0.03669, "time": 0.48174}
{"mode": "train", "epoch": 6, "iter": 22450, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.02781, "decode.acc_seg": 98.63471, "aux.loss_ce": 0.01455, "aux.acc_seg": 98.30327, "loss": 0.04235, "time": 0.4812}
{"mode": "train", "epoch": 6, "iter": 22500, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.02392, "decode.acc_seg": 98.93457, "aux.loss_ce": 0.01266, "aux.acc_seg": 98.67254, "loss": 0.03658, "time": 0.48079}
{"mode": "train", "epoch": 6, "iter": 22550, "lr": 1e-05, "memory": 27123, "data_time": 0.00633, "decode.loss_ce": 0.02431, "decode.acc_seg": 98.38298, "aux.loss_ce": 0.01451, "aux.acc_seg": 98.01646, "loss": 0.03882, "time": 0.48173}
{"mode": "train", "epoch": 6, "iter": 22600, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.02681, "decode.acc_seg": 98.86695, "aux.loss_ce": 0.01429, "aux.acc_seg": 98.59218, "loss": 0.0411, "time": 0.48198}
{"mode": "train", "epoch": 6, "iter": 22650, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.02726, "decode.acc_seg": 98.7937, "aux.loss_ce": 0.01444, "aux.acc_seg": 98.48586, "loss": 0.0417, "time": 0.48109}
{"mode": "train", "epoch": 6, "iter": 22700, "lr": 1e-05, "memory": 27123, "data_time": 0.00629, "decode.loss_ce": 0.0252, "decode.acc_seg": 98.73419, "aux.loss_ce": 0.01355, "aux.acc_seg": 98.48094, "loss": 0.03875, "time": 0.48085}
{"mode": "train", "epoch": 6, "iter": 22750, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.02708, "decode.acc_seg": 98.95568, "aux.loss_ce": 0.0141, "aux.acc_seg": 98.71074, "loss": 0.04118, "time": 0.48128}
{"mode": "train", "epoch": 6, "iter": 22800, "lr": 1e-05, "memory": 27123, "data_time": 0.00635, "decode.loss_ce": 0.02894, "decode.acc_seg": 98.6041, "aux.loss_ce": 0.01486, "aux.acc_seg": 98.31838, "loss": 0.0438, "time": 0.48164}
{"mode": "train", "epoch": 6, "iter": 22850, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.0242, "decode.acc_seg": 98.8122, "aux.loss_ce": 0.01338, "aux.acc_seg": 98.50622, "loss": 0.03759, "time": 0.48121}
{"mode": "train", "epoch": 6, "iter": 22900, "lr": 1e-05, "memory": 27123, "data_time": 0.0065, "decode.loss_ce": 0.02872, "decode.acc_seg": 98.67841, "aux.loss_ce": 0.01462, "aux.acc_seg": 98.43823, "loss": 0.04334, "time": 0.48142}
{"mode": "train", "epoch": 6, "iter": 22950, "lr": 1e-05, "memory": 27123, "data_time": 0.00667, "decode.loss_ce": 0.02634, "decode.acc_seg": 99.05669, "aux.loss_ce": 0.01412, "aux.acc_seg": 98.76974, "loss": 0.04046, "time": 0.48315}
{"mode": "train", "epoch": 6, "iter": 23000, "lr": 1e-05, "memory": 27123, "data_time": 0.00669, "decode.loss_ce": 0.02644, "decode.acc_seg": 98.8724, "aux.loss_ce": 0.01441, "aux.acc_seg": 98.53691, "loss": 0.04085, "time": 0.4827}
{"mode": "train", "epoch": 6, "iter": 23050, "lr": 1e-05, "memory": 27123, "data_time": 0.00666, "decode.loss_ce": 0.03138, "decode.acc_seg": 98.68899, "aux.loss_ce": 0.01696, "aux.acc_seg": 98.35872, "loss": 0.04833, "time": 0.48258}
{"mode": "train", "epoch": 6, "iter": 23100, "lr": 1e-05, "memory": 27123, "data_time": 0.00633, "decode.loss_ce": 0.03418, "decode.acc_seg": 98.09286, "aux.loss_ce": 0.01635, "aux.acc_seg": 97.88347, "loss": 0.05053, "time": 0.48204}
{"mode": "train", "epoch": 6, "iter": 23150, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.02951, "decode.acc_seg": 98.76871, "aux.loss_ce": 0.01515, "aux.acc_seg": 98.49674, "loss": 0.04466, "time": 0.48255}
{"mode": "train", "epoch": 6, "iter": 23200, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.03697, "decode.acc_seg": 98.5124, "aux.loss_ce": 0.01873, "aux.acc_seg": 98.14419, "loss": 0.0557, "time": 0.48128}
{"mode": "train", "epoch": 6, "iter": 23250, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.02575, "decode.acc_seg": 98.99808, "aux.loss_ce": 0.01405, "aux.acc_seg": 98.71159, "loss": 0.03979, "time": 0.48203}
{"mode": "train", "epoch": 6, "iter": 23300, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.02903, "decode.acc_seg": 98.62671, "aux.loss_ce": 0.01463, "aux.acc_seg": 98.36463, "loss": 0.04366, "time": 0.48108}
{"mode": "train", "epoch": 6, "iter": 23350, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02898, "decode.acc_seg": 98.84928, "aux.loss_ce": 0.01528, "aux.acc_seg": 98.53648, "loss": 0.04426, "time": 0.48121}
{"mode": "train", "epoch": 6, "iter": 23400, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.02592, "decode.acc_seg": 98.60824, "aux.loss_ce": 0.01417, "aux.acc_seg": 98.33938, "loss": 0.04009, "time": 0.48068}
{"mode": "train", "epoch": 6, "iter": 23450, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.02495, "decode.acc_seg": 99.00829, "aux.loss_ce": 0.01316, "aux.acc_seg": 98.74802, "loss": 0.03811, "time": 0.48214}
{"mode": "train", "epoch": 6, "iter": 23500, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.02664, "decode.acc_seg": 98.74498, "aux.loss_ce": 0.01391, "aux.acc_seg": 98.48751, "loss": 0.04055, "time": 0.48141}
{"mode": "train", "epoch": 6, "iter": 23550, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.03005, "decode.acc_seg": 98.72843, "aux.loss_ce": 0.01536, "aux.acc_seg": 98.5197, "loss": 0.04542, "time": 0.4822}
{"mode": "train", "epoch": 6, "iter": 23600, "lr": 1e-05, "memory": 27123, "data_time": 0.00596, "decode.loss_ce": 0.02656, "decode.acc_seg": 99.01132, "aux.loss_ce": 0.01418, "aux.acc_seg": 98.71604, "loss": 0.04074, "time": 0.48167}
{"mode": "train", "epoch": 6, "iter": 23650, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.03376, "decode.acc_seg": 98.66308, "aux.loss_ce": 0.01835, "aux.acc_seg": 98.27975, "loss": 0.05211, "time": 0.48132}
{"mode": "train", "epoch": 6, "iter": 23700, "lr": 1e-05, "memory": 27123, "data_time": 0.00639, "decode.loss_ce": 0.02795, "decode.acc_seg": 98.42007, "aux.loss_ce": 0.015, "aux.acc_seg": 98.11232, "loss": 0.04295, "time": 0.48018}
{"mode": "train", "epoch": 6, "iter": 23750, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.02441, "decode.acc_seg": 98.86199, "aux.loss_ce": 0.01377, "aux.acc_seg": 98.50698, "loss": 0.03818, "time": 0.48141}
{"mode": "train", "epoch": 6, "iter": 23800, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.02864, "decode.acc_seg": 98.55214, "aux.loss_ce": 0.01557, "aux.acc_seg": 98.17266, "loss": 0.0442, "time": 0.48016}
{"mode": "train", "epoch": 6, "iter": 23850, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.02472, "decode.acc_seg": 99.14759, "aux.loss_ce": 0.01393, "aux.acc_seg": 98.81857, "loss": 0.03865, "time": 0.48181}
{"mode": "train", "epoch": 6, "iter": 23900, "lr": 1e-05, "memory": 27123, "data_time": 0.00596, "decode.loss_ce": 0.0278, "decode.acc_seg": 98.81439, "aux.loss_ce": 0.01539, "aux.acc_seg": 98.48861, "loss": 0.04318, "time": 0.48071}
{"mode": "train", "epoch": 6, "iter": 23950, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.02988, "decode.acc_seg": 98.66052, "aux.loss_ce": 0.01486, "aux.acc_seg": 98.35038, "loss": 0.04475, "time": 0.48083}
{"mode": "train", "epoch": 6, "iter": 24000, "lr": 1e-05, "memory": 27123, "data_time": 0.00584, "decode.loss_ce": 0.03207, "decode.acc_seg": 98.48497, "aux.loss_ce": 0.01752, "aux.acc_seg": 98.09392, "loss": 0.0496, "time": 0.48012}
{"mode": "train", "epoch": 6, "iter": 24050, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.02529, "decode.acc_seg": 98.52126, "aux.loss_ce": 0.01405, "aux.acc_seg": 98.17454, "loss": 0.03934, "time": 0.48066}
{"mode": "train", "epoch": 6, "iter": 24100, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.02554, "decode.acc_seg": 98.51185, "aux.loss_ce": 0.01444, "aux.acc_seg": 98.16164, "loss": 0.03997, "time": 0.4815}
{"mode": "train", "epoch": 6, "iter": 24150, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.02632, "decode.acc_seg": 98.82921, "aux.loss_ce": 0.01469, "aux.acc_seg": 98.4972, "loss": 0.041, "time": 0.48244}
{"mode": "train", "epoch": 6, "iter": 24200, "lr": 1e-05, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 0.0257, "decode.acc_seg": 98.40315, "aux.loss_ce": 0.01384, "aux.acc_seg": 98.1124, "loss": 0.03953, "time": 0.48171}
{"mode": "train", "epoch": 6, "iter": 24250, "lr": 1e-05, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 0.02379, "decode.acc_seg": 98.84103, "aux.loss_ce": 0.01354, "aux.acc_seg": 98.50854, "loss": 0.03733, "time": 0.48106}
{"mode": "train", "epoch": 6, "iter": 24300, "lr": 1e-05, "memory": 27123, "data_time": 0.00587, "decode.loss_ce": 0.02521, "decode.acc_seg": 99.06613, "aux.loss_ce": 0.01346, "aux.acc_seg": 98.75506, "loss": 0.03868, "time": 0.48115}
{"mode": "train", "epoch": 6, "iter": 24350, "lr": 1e-05, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 0.02373, "decode.acc_seg": 98.84632, "aux.loss_ce": 0.0131, "aux.acc_seg": 98.52345, "loss": 0.03682, "time": 0.48058}
{"mode": "train", "epoch": 6, "iter": 24400, "lr": 1e-05, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 0.02426, "decode.acc_seg": 98.87779, "aux.loss_ce": 0.01327, "aux.acc_seg": 98.57693, "loss": 0.03754, "time": 0.4808}
{"mode": "train", "epoch": 6, "iter": 24450, "lr": 1e-05, "memory": 27123, "data_time": 0.00587, "decode.loss_ce": 0.02231, "decode.acc_seg": 99.00053, "aux.loss_ce": 0.0123, "aux.acc_seg": 98.71285, "loss": 0.03461, "time": 0.48052}
{"mode": "train", "epoch": 6, "iter": 24500, "lr": 1e-05, "memory": 27123, "data_time": 0.00579, "decode.loss_ce": 0.02494, "decode.acc_seg": 98.99473, "aux.loss_ce": 0.01305, "aux.acc_seg": 98.71261, "loss": 0.03799, "time": 0.48116}
{"mode": "train", "epoch": 6, "iter": 24550, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.02565, "decode.acc_seg": 98.43026, "aux.loss_ce": 0.0137, "aux.acc_seg": 98.16412, "loss": 0.03935, "time": 0.48194}
{"mode": "train", "epoch": 6, "iter": 24600, "lr": 1e-05, "memory": 27123, "data_time": 0.00575, "decode.loss_ce": 0.02479, "decode.acc_seg": 98.61696, "aux.loss_ce": 0.01319, "aux.acc_seg": 98.33299, "loss": 0.03797, "time": 0.48042}
{"mode": "train", "epoch": 6, "iter": 24650, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.03, "decode.acc_seg": 98.99244, "aux.loss_ce": 0.01532, "aux.acc_seg": 98.72185, "loss": 0.04532, "time": 0.48004}
{"mode": "train", "epoch": 6, "iter": 24700, "lr": 1e-05, "memory": 27123, "data_time": 0.00567, "decode.loss_ce": 0.02832, "decode.acc_seg": 98.58505, "aux.loss_ce": 0.01549, "aux.acc_seg": 98.2532, "loss": 0.04381, "time": 0.48099}
{"mode": "train", "epoch": 6, "iter": 24750, "lr": 1e-05, "memory": 27123, "data_time": 0.00585, "decode.loss_ce": 0.03009, "decode.acc_seg": 98.68539, "aux.loss_ce": 0.01499, "aux.acc_seg": 98.43152, "loss": 0.04508, "time": 0.48232}
{"mode": "train", "epoch": 6, "iter": 24800, "lr": 1e-05, "memory": 27123, "data_time": 0.00558, "decode.loss_ce": 0.02922, "decode.acc_seg": 98.54325, "aux.loss_ce": 0.01504, "aux.acc_seg": 98.22342, "loss": 0.04426, "time": 0.48063}
{"mode": "train", "epoch": 6, "iter": 24850, "lr": 1e-05, "memory": 27123, "data_time": 0.00565, "decode.loss_ce": 0.02948, "decode.acc_seg": 98.70134, "aux.loss_ce": 0.01543, "aux.acc_seg": 98.41023, "loss": 0.04491, "time": 0.48034}
{"mode": "train", "epoch": 6, "iter": 24900, "lr": 1e-05, "memory": 27123, "data_time": 0.0058, "decode.loss_ce": 0.02917, "decode.acc_seg": 98.84286, "aux.loss_ce": 0.01422, "aux.acc_seg": 98.61241, "loss": 0.04339, "time": 0.48302}
{"mode": "train", "epoch": 6, "iter": 24950, "lr": 1e-05, "memory": 27123, "data_time": 0.00567, "decode.loss_ce": 0.02973, "decode.acc_seg": 98.51367, "aux.loss_ce": 0.01529, "aux.acc_seg": 98.2036, "loss": 0.04502, "time": 0.48062}
{"mode": "train", "epoch": 6, "iter": 25000, "lr": 1e-05, "memory": 27123, "data_time": 0.00585, "decode.loss_ce": 0.02514, "decode.acc_seg": 98.97433, "aux.loss_ce": 0.01327, "aux.acc_seg": 98.694, "loss": 0.03841, "time": 0.48069}
{"mode": "train", "epoch": 6, "iter": 25050, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.02232, "decode.acc_seg": 99.00362, "aux.loss_ce": 0.01211, "aux.acc_seg": 98.74903, "loss": 0.03442, "time": 0.48244}
{"mode": "train", "epoch": 6, "iter": 25100, "lr": 1e-05, "memory": 27123, "data_time": 0.0057, "decode.loss_ce": 0.03106, "decode.acc_seg": 98.93537, "aux.loss_ce": 0.01606, "aux.acc_seg": 98.63526, "loss": 0.04713, "time": 0.48137}
{"mode": "train", "epoch": 6, "iter": 25150, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.02559, "decode.acc_seg": 98.98629, "aux.loss_ce": 0.01332, "aux.acc_seg": 98.73111, "loss": 0.0389, "time": 0.48326}
{"mode": "train", "epoch": 6, "iter": 25200, "lr": 1e-05, "memory": 27123, "data_time": 0.00548, "decode.loss_ce": 0.02307, "decode.acc_seg": 98.90986, "aux.loss_ce": 0.01266, "aux.acc_seg": 98.62197, "loss": 0.03573, "time": 0.48063}
{"mode": "train", "epoch": 7, "iter": 25250, "lr": 1e-05, "memory": 27123, "data_time": 0.05207, "decode.loss_ce": 0.0252, "decode.acc_seg": 98.88285, "aux.loss_ce": 0.0134, "aux.acc_seg": 98.56597, "loss": 0.0386, "time": 0.52894}
{"mode": "train", "epoch": 7, "iter": 25300, "lr": 1e-05, "memory": 27123, "data_time": 0.00568, "decode.loss_ce": 0.02729, "decode.acc_seg": 98.93494, "aux.loss_ce": 0.01469, "aux.acc_seg": 98.62089, "loss": 0.04199, "time": 0.48093}
{"mode": "train", "epoch": 7, "iter": 25350, "lr": 1e-05, "memory": 27123, "data_time": 0.00581, "decode.loss_ce": 0.0229, "decode.acc_seg": 99.10614, "aux.loss_ce": 0.01415, "aux.acc_seg": 98.73058, "loss": 0.03705, "time": 0.48178}
{"mode": "train", "epoch": 7, "iter": 25400, "lr": 1e-05, "memory": 27123, "data_time": 0.00598, "decode.loss_ce": 0.03844, "decode.acc_seg": 97.9285, "aux.loss_ce": 0.01925, "aux.acc_seg": 97.63052, "loss": 0.05769, "time": 0.48057}
{"mode": "train", "epoch": 7, "iter": 25450, "lr": 1e-05, "memory": 27123, "data_time": 0.00584, "decode.loss_ce": 0.0395, "decode.acc_seg": 98.29269, "aux.loss_ce": 0.02069, "aux.acc_seg": 97.96714, "loss": 0.06019, "time": 0.48187}
{"mode": "train", "epoch": 7, "iter": 25500, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.02302, "decode.acc_seg": 99.12785, "aux.loss_ce": 0.01233, "aux.acc_seg": 98.87339, "loss": 0.03535, "time": 0.48129}
{"mode": "train", "epoch": 7, "iter": 25550, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.0217, "decode.acc_seg": 99.10013, "aux.loss_ce": 0.01178, "aux.acc_seg": 98.84849, "loss": 0.03348, "time": 0.48142}
{"mode": "train", "epoch": 7, "iter": 25600, "lr": 1e-05, "memory": 27123, "data_time": 0.00577, "decode.loss_ce": 0.02224, "decode.acc_seg": 98.68193, "aux.loss_ce": 0.01229, "aux.acc_seg": 98.38395, "loss": 0.03453, "time": 0.48166}
{"mode": "train", "epoch": 7, "iter": 25650, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.02658, "decode.acc_seg": 99.00096, "aux.loss_ce": 0.01462, "aux.acc_seg": 98.62801, "loss": 0.0412, "time": 0.48152}
{"mode": "train", "epoch": 7, "iter": 25700, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.02559, "decode.acc_seg": 99.03849, "aux.loss_ce": 0.01411, "aux.acc_seg": 98.68868, "loss": 0.0397, "time": 0.48193}
{"mode": "train", "epoch": 7, "iter": 25750, "lr": 1e-05, "memory": 27123, "data_time": 0.00651, "decode.loss_ce": 0.02472, "decode.acc_seg": 98.72526, "aux.loss_ce": 0.01358, "aux.acc_seg": 98.38585, "loss": 0.0383, "time": 0.48184}
{"mode": "train", "epoch": 7, "iter": 25800, "lr": 1e-05, "memory": 27123, "data_time": 0.00665, "decode.loss_ce": 0.02214, "decode.acc_seg": 98.91416, "aux.loss_ce": 0.01188, "aux.acc_seg": 98.62259, "loss": 0.03402, "time": 0.48271}
{"mode": "train", "epoch": 7, "iter": 25850, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.02587, "decode.acc_seg": 98.75881, "aux.loss_ce": 0.01428, "aux.acc_seg": 98.43837, "loss": 0.04015, "time": 0.48295}
{"mode": "train", "epoch": 7, "iter": 25900, "lr": 1e-05, "memory": 27123, "data_time": 0.00644, "decode.loss_ce": 0.02304, "decode.acc_seg": 98.85624, "aux.loss_ce": 0.01298, "aux.acc_seg": 98.52716, "loss": 0.03602, "time": 0.48069}
{"mode": "train", "epoch": 7, "iter": 25950, "lr": 1e-05, "memory": 27123, "data_time": 0.00674, "decode.loss_ce": 0.02576, "decode.acc_seg": 98.75223, "aux.loss_ce": 0.01392, "aux.acc_seg": 98.46355, "loss": 0.03968, "time": 0.48231}
{"mode": "train", "epoch": 7, "iter": 26000, "lr": 1e-05, "memory": 27123, "data_time": 0.00656, "decode.loss_ce": 0.02871, "decode.acc_seg": 98.80072, "aux.loss_ce": 0.01756, "aux.acc_seg": 98.44334, "loss": 0.04627, "time": 0.48245}
{"mode": "train", "epoch": 7, "iter": 26050, "lr": 1e-05, "memory": 27123, "data_time": 0.00671, "decode.loss_ce": 0.02814, "decode.acc_seg": 98.59463, "aux.loss_ce": 0.01525, "aux.acc_seg": 98.23256, "loss": 0.04339, "time": 0.48268}
{"mode": "train", "epoch": 7, "iter": 26100, "lr": 1e-05, "memory": 27123, "data_time": 0.00646, "decode.loss_ce": 0.02882, "decode.acc_seg": 98.69452, "aux.loss_ce": 0.01452, "aux.acc_seg": 98.48108, "loss": 0.04333, "time": 0.48304}
{"mode": "train", "epoch": 7, "iter": 26150, "lr": 1e-05, "memory": 27123, "data_time": 0.00685, "decode.loss_ce": 0.02321, "decode.acc_seg": 98.9039, "aux.loss_ce": 0.01214, "aux.acc_seg": 98.66642, "loss": 0.03535, "time": 0.48282}
{"mode": "train", "epoch": 7, "iter": 26200, "lr": 1e-05, "memory": 27123, "data_time": 0.0066, "decode.loss_ce": 0.02359, "decode.acc_seg": 98.89204, "aux.loss_ce": 0.013, "aux.acc_seg": 98.59185, "loss": 0.03659, "time": 0.48359}
{"mode": "train", "epoch": 7, "iter": 26250, "lr": 1e-05, "memory": 27123, "data_time": 0.00654, "decode.loss_ce": 0.02875, "decode.acc_seg": 98.84516, "aux.loss_ce": 0.01528, "aux.acc_seg": 98.52902, "loss": 0.04404, "time": 0.48302}
{"mode": "train", "epoch": 7, "iter": 26300, "lr": 1e-05, "memory": 27123, "data_time": 0.00658, "decode.loss_ce": 0.02914, "decode.acc_seg": 98.57088, "aux.loss_ce": 0.01428, "aux.acc_seg": 98.38494, "loss": 0.04342, "time": 0.48166}
{"mode": "train", "epoch": 7, "iter": 26350, "lr": 1e-05, "memory": 27123, "data_time": 0.00638, "decode.loss_ce": 0.02346, "decode.acc_seg": 98.87137, "aux.loss_ce": 0.01257, "aux.acc_seg": 98.60844, "loss": 0.03602, "time": 0.48236}
{"mode": "train", "epoch": 7, "iter": 26400, "lr": 1e-05, "memory": 27123, "data_time": 0.00648, "decode.loss_ce": 0.02193, "decode.acc_seg": 99.04332, "aux.loss_ce": 0.01153, "aux.acc_seg": 98.81075, "loss": 0.03346, "time": 0.48364}
{"mode": "train", "epoch": 7, "iter": 26450, "lr": 1e-05, "memory": 27123, "data_time": 0.00656, "decode.loss_ce": 0.02661, "decode.acc_seg": 98.49711, "aux.loss_ce": 0.01405, "aux.acc_seg": 98.19864, "loss": 0.04066, "time": 0.48182}
{"mode": "train", "epoch": 7, "iter": 26500, "lr": 1e-05, "memory": 27123, "data_time": 0.0066, "decode.loss_ce": 0.02332, "decode.acc_seg": 98.78632, "aux.loss_ce": 0.01249, "aux.acc_seg": 98.51995, "loss": 0.03581, "time": 0.48279}
{"mode": "train", "epoch": 7, "iter": 26550, "lr": 1e-05, "memory": 27123, "data_time": 0.00662, "decode.loss_ce": 0.02638, "decode.acc_seg": 98.75041, "aux.loss_ce": 0.01426, "aux.acc_seg": 98.44358, "loss": 0.04064, "time": 0.48198}
{"mode": "train", "epoch": 7, "iter": 26600, "lr": 1e-05, "memory": 27123, "data_time": 0.00653, "decode.loss_ce": 0.02458, "decode.acc_seg": 98.52497, "aux.loss_ce": 0.01405, "aux.acc_seg": 98.13714, "loss": 0.03864, "time": 0.48267}
{"mode": "train", "epoch": 7, "iter": 26650, "lr": 1e-05, "memory": 27123, "data_time": 0.00655, "decode.loss_ce": 0.02295, "decode.acc_seg": 98.92528, "aux.loss_ce": 0.01294, "aux.acc_seg": 98.61525, "loss": 0.03589, "time": 0.48236}
{"mode": "train", "epoch": 7, "iter": 26700, "lr": 1e-05, "memory": 27123, "data_time": 0.00649, "decode.loss_ce": 0.02897, "decode.acc_seg": 98.72899, "aux.loss_ce": 0.01497, "aux.acc_seg": 98.43787, "loss": 0.04394, "time": 0.48206}
{"mode": "train", "epoch": 7, "iter": 26750, "lr": 1e-05, "memory": 27123, "data_time": 0.00645, "decode.loss_ce": 0.02518, "decode.acc_seg": 98.99951, "aux.loss_ce": 0.0137, "aux.acc_seg": 98.67673, "loss": 0.03888, "time": 0.48203}
{"mode": "train", "epoch": 7, "iter": 26800, "lr": 1e-05, "memory": 27123, "data_time": 0.00653, "decode.loss_ce": 0.02595, "decode.acc_seg": 98.67695, "aux.loss_ce": 0.01446, "aux.acc_seg": 98.31705, "loss": 0.04041, "time": 0.48256}
{"mode": "train", "epoch": 7, "iter": 26850, "lr": 1e-05, "memory": 27123, "data_time": 0.00652, "decode.loss_ce": 0.02331, "decode.acc_seg": 98.8103, "aux.loss_ce": 0.01333, "aux.acc_seg": 98.4713, "loss": 0.03665, "time": 0.48274}
{"mode": "train", "epoch": 7, "iter": 26900, "lr": 1e-05, "memory": 27123, "data_time": 0.00638, "decode.loss_ce": 0.02592, "decode.acc_seg": 98.93701, "aux.loss_ce": 0.01468, "aux.acc_seg": 98.58093, "loss": 0.0406, "time": 0.48268}
{"mode": "train", "epoch": 7, "iter": 26950, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.02643, "decode.acc_seg": 98.90997, "aux.loss_ce": 0.01418, "aux.acc_seg": 98.58315, "loss": 0.04061, "time": 0.48192}
{"mode": "train", "epoch": 7, "iter": 27000, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.02342, "decode.acc_seg": 98.98838, "aux.loss_ce": 0.0126, "aux.acc_seg": 98.71659, "loss": 0.03603, "time": 0.48242}
{"mode": "train", "epoch": 7, "iter": 27050, "lr": 1e-05, "memory": 27123, "data_time": 0.00635, "decode.loss_ce": 0.02439, "decode.acc_seg": 98.8113, "aux.loss_ce": 0.0131, "aux.acc_seg": 98.53604, "loss": 0.03749, "time": 0.4827}
{"mode": "train", "epoch": 7, "iter": 27100, "lr": 1e-05, "memory": 27123, "data_time": 0.00648, "decode.loss_ce": 0.02784, "decode.acc_seg": 99.01031, "aux.loss_ce": 0.0162, "aux.acc_seg": 98.56407, "loss": 0.04405, "time": 0.4828}
{"mode": "train", "epoch": 7, "iter": 27150, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.02455, "decode.acc_seg": 98.72309, "aux.loss_ce": 0.0131, "aux.acc_seg": 98.46189, "loss": 0.03765, "time": 0.48215}
{"mode": "train", "epoch": 7, "iter": 27200, "lr": 1e-05, "memory": 27123, "data_time": 0.00644, "decode.loss_ce": 0.02584, "decode.acc_seg": 98.68934, "aux.loss_ce": 0.0135, "aux.acc_seg": 98.40952, "loss": 0.03934, "time": 0.48199}
{"mode": "train", "epoch": 7, "iter": 27250, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.02471, "decode.acc_seg": 98.97248, "aux.loss_ce": 0.01381, "aux.acc_seg": 98.63927, "loss": 0.03851, "time": 0.48124}
{"mode": "train", "epoch": 7, "iter": 27300, "lr": 1e-05, "memory": 27123, "data_time": 0.00645, "decode.loss_ce": 0.02567, "decode.acc_seg": 98.81636, "aux.loss_ce": 0.01487, "aux.acc_seg": 98.42641, "loss": 0.04054, "time": 0.48268}
{"mode": "train", "epoch": 7, "iter": 27350, "lr": 1e-05, "memory": 27123, "data_time": 0.00645, "decode.loss_ce": 0.02375, "decode.acc_seg": 98.82879, "aux.loss_ce": 0.01301, "aux.acc_seg": 98.5107, "loss": 0.03676, "time": 0.48257}
{"mode": "train", "epoch": 7, "iter": 27400, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.02178, "decode.acc_seg": 98.83285, "aux.loss_ce": 0.01167, "aux.acc_seg": 98.61181, "loss": 0.03345, "time": 0.48224}
{"mode": "train", "epoch": 7, "iter": 27450, "lr": 1e-05, "memory": 27123, "data_time": 0.00639, "decode.loss_ce": 0.03333, "decode.acc_seg": 98.79467, "aux.loss_ce": 0.01658, "aux.acc_seg": 98.46425, "loss": 0.04991, "time": 0.48267}
{"mode": "train", "epoch": 7, "iter": 27500, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.02538, "decode.acc_seg": 98.50637, "aux.loss_ce": 0.01342, "aux.acc_seg": 98.24334, "loss": 0.0388, "time": 0.48233}
{"mode": "train", "epoch": 7, "iter": 27550, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.02639, "decode.acc_seg": 98.68914, "aux.loss_ce": 0.01492, "aux.acc_seg": 98.32624, "loss": 0.04131, "time": 0.48232}
{"mode": "train", "epoch": 7, "iter": 27600, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.02308, "decode.acc_seg": 98.46184, "aux.loss_ce": 0.01251, "aux.acc_seg": 98.17813, "loss": 0.03559, "time": 0.48226}
{"mode": "train", "epoch": 7, "iter": 27650, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.02219, "decode.acc_seg": 98.99286, "aux.loss_ce": 0.01238, "aux.acc_seg": 98.68706, "loss": 0.03457, "time": 0.48254}
{"mode": "train", "epoch": 7, "iter": 27700, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.02085, "decode.acc_seg": 98.967, "aux.loss_ce": 0.01174, "aux.acc_seg": 98.69713, "loss": 0.03259, "time": 0.48198}
{"mode": "train", "epoch": 7, "iter": 27750, "lr": 1e-05, "memory": 27123, "data_time": 0.00648, "decode.loss_ce": 0.0288, "decode.acc_seg": 98.94123, "aux.loss_ce": 0.0144, "aux.acc_seg": 98.71261, "loss": 0.0432, "time": 0.48258}
{"mode": "train", "epoch": 7, "iter": 27800, "lr": 1e-05, "memory": 27123, "data_time": 0.00646, "decode.loss_ce": 0.03109, "decode.acc_seg": 98.76408, "aux.loss_ce": 0.01682, "aux.acc_seg": 98.39622, "loss": 0.04791, "time": 0.48334}
{"mode": "train", "epoch": 7, "iter": 27850, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.02678, "decode.acc_seg": 98.90857, "aux.loss_ce": 0.01353, "aux.acc_seg": 98.67331, "loss": 0.04031, "time": 0.48266}
{"mode": "train", "epoch": 7, "iter": 27900, "lr": 1e-05, "memory": 27123, "data_time": 0.00642, "decode.loss_ce": 0.02801, "decode.acc_seg": 98.92679, "aux.loss_ce": 0.01504, "aux.acc_seg": 98.62293, "loss": 0.04305, "time": 0.48223}
{"mode": "train", "epoch": 7, "iter": 27950, "lr": 1e-05, "memory": 27123, "data_time": 0.00647, "decode.loss_ce": 0.02202, "decode.acc_seg": 99.07926, "aux.loss_ce": 0.01229, "aux.acc_seg": 98.78224, "loss": 0.03431, "time": 0.48199}
{"mode": "train", "epoch": 7, "iter": 28000, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.02535, "decode.acc_seg": 98.55948, "aux.loss_ce": 0.01432, "aux.acc_seg": 98.17912, "loss": 0.03967, "time": 0.48316}
{"mode": "train", "epoch": 7, "iter": 28050, "lr": 1e-05, "memory": 27123, "data_time": 0.00661, "decode.loss_ce": 0.02404, "decode.acc_seg": 98.92305, "aux.loss_ce": 0.01319, "aux.acc_seg": 98.63414, "loss": 0.03722, "time": 0.48208}
{"mode": "train", "epoch": 7, "iter": 28100, "lr": 1e-05, "memory": 27123, "data_time": 0.0064, "decode.loss_ce": 0.02336, "decode.acc_seg": 98.67777, "aux.loss_ce": 0.01288, "aux.acc_seg": 98.36451, "loss": 0.03624, "time": 0.48181}
{"mode": "train", "epoch": 7, "iter": 28150, "lr": 1e-05, "memory": 27123, "data_time": 0.00645, "decode.loss_ce": 0.0333, "decode.acc_seg": 98.63345, "aux.loss_ce": 0.01736, "aux.acc_seg": 98.19775, "loss": 0.05066, "time": 0.48111}
{"mode": "train", "epoch": 7, "iter": 28200, "lr": 1e-05, "memory": 27123, "data_time": 0.00679, "decode.loss_ce": 0.03024, "decode.acc_seg": 98.71887, "aux.loss_ce": 0.015, "aux.acc_seg": 98.42932, "loss": 0.04524, "time": 0.48244}
{"mode": "train", "epoch": 7, "iter": 28250, "lr": 1e-05, "memory": 27123, "data_time": 0.00663, "decode.loss_ce": 0.03661, "decode.acc_seg": 98.36017, "aux.loss_ce": 0.01958, "aux.acc_seg": 97.91839, "loss": 0.05619, "time": 0.48353}
{"mode": "train", "epoch": 7, "iter": 28300, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.02607, "decode.acc_seg": 98.80665, "aux.loss_ce": 0.01424, "aux.acc_seg": 98.46283, "loss": 0.04031, "time": 0.48212}
{"mode": "train", "epoch": 7, "iter": 28350, "lr": 1e-05, "memory": 27123, "data_time": 0.00648, "decode.loss_ce": 0.0256, "decode.acc_seg": 98.83221, "aux.loss_ce": 0.01386, "aux.acc_seg": 98.51656, "loss": 0.03946, "time": 0.48339}
{"mode": "train", "epoch": 7, "iter": 28400, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.03582, "decode.acc_seg": 98.59935, "aux.loss_ce": 0.01874, "aux.acc_seg": 98.24298, "loss": 0.05457, "time": 0.48273}
{"mode": "train", "epoch": 7, "iter": 28450, "lr": 1e-05, "memory": 27123, "data_time": 0.00646, "decode.loss_ce": 0.02781, "decode.acc_seg": 98.5528, "aux.loss_ce": 0.01475, "aux.acc_seg": 98.30128, "loss": 0.04256, "time": 0.48119}
{"mode": "train", "epoch": 7, "iter": 28500, "lr": 1e-05, "memory": 27123, "data_time": 0.00643, "decode.loss_ce": 0.03179, "decode.acc_seg": 98.78877, "aux.loss_ce": 0.01621, "aux.acc_seg": 98.54639, "loss": 0.048, "time": 0.48536}
{"mode": "train", "epoch": 7, "iter": 28550, "lr": 1e-05, "memory": 27123, "data_time": 0.00656, "decode.loss_ce": 0.0281, "decode.acc_seg": 98.4574, "aux.loss_ce": 0.01431, "aux.acc_seg": 98.18304, "loss": 0.04241, "time": 0.48254}
{"mode": "train", "epoch": 7, "iter": 28600, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.03001, "decode.acc_seg": 98.77394, "aux.loss_ce": 0.01632, "aux.acc_seg": 98.38383, "loss": 0.04633, "time": 0.48242}
{"mode": "train", "epoch": 7, "iter": 28650, "lr": 1e-05, "memory": 27123, "data_time": 0.008, "decode.loss_ce": 0.02409, "decode.acc_seg": 99.04173, "aux.loss_ce": 0.01261, "aux.acc_seg": 98.79148, "loss": 0.0367, "time": 0.48279}
{"mode": "train", "epoch": 7, "iter": 28700, "lr": 1e-05, "memory": 27123, "data_time": 0.00655, "decode.loss_ce": 0.03009, "decode.acc_seg": 98.38591, "aux.loss_ce": 0.01521, "aux.acc_seg": 98.12937, "loss": 0.04531, "time": 0.48294}
{"mode": "train", "epoch": 7, "iter": 28750, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.02743, "decode.acc_seg": 98.64969, "aux.loss_ce": 0.01458, "aux.acc_seg": 98.27316, "loss": 0.04201, "time": 0.48248}
{"mode": "train", "epoch": 7, "iter": 28800, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.02407, "decode.acc_seg": 99.00983, "aux.loss_ce": 0.01277, "aux.acc_seg": 98.75006, "loss": 0.03684, "time": 0.48261}
{"mode": "train", "epoch": 7, "iter": 28850, "lr": 1e-05, "memory": 27123, "data_time": 0.00643, "decode.loss_ce": 0.02712, "decode.acc_seg": 98.95142, "aux.loss_ce": 0.01491, "aux.acc_seg": 98.63217, "loss": 0.04203, "time": 0.48154}
{"mode": "train", "epoch": 7, "iter": 28900, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.02339, "decode.acc_seg": 99.19926, "aux.loss_ce": 0.01291, "aux.acc_seg": 98.90068, "loss": 0.0363, "time": 0.48221}
{"mode": "train", "epoch": 7, "iter": 28950, "lr": 1e-05, "memory": 27123, "data_time": 0.00638, "decode.loss_ce": 0.02548, "decode.acc_seg": 98.83638, "aux.loss_ce": 0.01336, "aux.acc_seg": 98.5596, "loss": 0.03884, "time": 0.48187}
{"mode": "train", "epoch": 7, "iter": 29000, "lr": 1e-05, "memory": 27123, "data_time": 0.00635, "decode.loss_ce": 0.03491, "decode.acc_seg": 98.77259, "aux.loss_ce": 0.01761, "aux.acc_seg": 98.48088, "loss": 0.05252, "time": 0.48131}
{"mode": "train", "epoch": 7, "iter": 29050, "lr": 1e-05, "memory": 27123, "data_time": 0.00682, "decode.loss_ce": 0.02677, "decode.acc_seg": 98.34242, "aux.loss_ce": 0.01435, "aux.acc_seg": 98.02909, "loss": 0.04112, "time": 0.48337}
{"mode": "train", "epoch": 7, "iter": 29100, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.02476, "decode.acc_seg": 99.06314, "aux.loss_ce": 0.01356, "aux.acc_seg": 98.75209, "loss": 0.03832, "time": 0.48212}
{"mode": "train", "epoch": 7, "iter": 29150, "lr": 1e-05, "memory": 27123, "data_time": 0.00661, "decode.loss_ce": 0.0282, "decode.acc_seg": 98.57318, "aux.loss_ce": 0.01448, "aux.acc_seg": 98.29411, "loss": 0.04268, "time": 0.48326}
{"mode": "train", "epoch": 7, "iter": 29200, "lr": 1e-05, "memory": 27123, "data_time": 0.00635, "decode.loss_ce": 0.02987, "decode.acc_seg": 98.33364, "aux.loss_ce": 0.01711, "aux.acc_seg": 97.92282, "loss": 0.04697, "time": 0.48175}
{"mode": "train", "epoch": 7, "iter": 29250, "lr": 1e-05, "memory": 27123, "data_time": 0.00622, "decode.loss_ce": 0.03068, "decode.acc_seg": 98.41428, "aux.loss_ce": 0.01681, "aux.acc_seg": 98.13352, "loss": 0.04748, "time": 0.48192}
{"mode": "train", "epoch": 7, "iter": 29300, "lr": 1e-05, "memory": 27123, "data_time": 0.00644, "decode.loss_ce": 0.02739, "decode.acc_seg": 98.65252, "aux.loss_ce": 0.01428, "aux.acc_seg": 98.40602, "loss": 0.04166, "time": 0.48085}
{"mode": "train", "epoch": 7, "iter": 29350, "lr": 1e-05, "memory": 27123, "data_time": 0.0064, "decode.loss_ce": 0.02094, "decode.acc_seg": 99.00226, "aux.loss_ce": 0.01127, "aux.acc_seg": 98.7723, "loss": 0.03221, "time": 0.48208}
{"mode": "train", "epoch": 7, "iter": 29400, "lr": 1e-05, "memory": 27123, "data_time": 0.00629, "decode.loss_ce": 0.02679, "decode.acc_seg": 98.57065, "aux.loss_ce": 0.01431, "aux.acc_seg": 98.26848, "loss": 0.0411, "time": 0.48184}
{"mode": "train", "epoch": 8, "iter": 29450, "lr": 1e-05, "memory": 27123, "data_time": 0.0524, "decode.loss_ce": 0.02328, "decode.acc_seg": 98.79092, "aux.loss_ce": 0.01269, "aux.acc_seg": 98.49825, "loss": 0.03597, "time": 0.5281}
{"mode": "train", "epoch": 8, "iter": 29500, "lr": 1e-05, "memory": 27123, "data_time": 0.00647, "decode.loss_ce": 0.02311, "decode.acc_seg": 98.54617, "aux.loss_ce": 0.01293, "aux.acc_seg": 98.23253, "loss": 0.03605, "time": 0.48266}
{"mode": "train", "epoch": 8, "iter": 29550, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.0233, "decode.acc_seg": 99.08903, "aux.loss_ce": 0.01301, "aux.acc_seg": 98.76911, "loss": 0.03631, "time": 0.48323}
{"mode": "train", "epoch": 8, "iter": 29600, "lr": 1e-05, "memory": 27123, "data_time": 0.00655, "decode.loss_ce": 0.02065, "decode.acc_seg": 98.84364, "aux.loss_ce": 0.01119, "aux.acc_seg": 98.56807, "loss": 0.03184, "time": 0.4824}
{"mode": "train", "epoch": 8, "iter": 29650, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.02506, "decode.acc_seg": 98.67212, "aux.loss_ce": 0.01372, "aux.acc_seg": 98.3442, "loss": 0.03878, "time": 0.48156}
{"mode": "train", "epoch": 8, "iter": 29700, "lr": 1e-05, "memory": 27123, "data_time": 0.00624, "decode.loss_ce": 0.02743, "decode.acc_seg": 98.37122, "aux.loss_ce": 0.01482, "aux.acc_seg": 98.00404, "loss": 0.04225, "time": 0.48236}
{"mode": "train", "epoch": 8, "iter": 29750, "lr": 1e-05, "memory": 27123, "data_time": 0.00638, "decode.loss_ce": 0.0257, "decode.acc_seg": 98.94694, "aux.loss_ce": 0.01409, "aux.acc_seg": 98.59777, "loss": 0.03978, "time": 0.48202}
{"mode": "train", "epoch": 8, "iter": 29800, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.02674, "decode.acc_seg": 98.73174, "aux.loss_ce": 0.01484, "aux.acc_seg": 98.37465, "loss": 0.04159, "time": 0.48174}
{"mode": "train", "epoch": 8, "iter": 29850, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.0224, "decode.acc_seg": 99.10903, "aux.loss_ce": 0.01244, "aux.acc_seg": 98.77962, "loss": 0.03484, "time": 0.48229}
{"mode": "train", "epoch": 8, "iter": 29900, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.02292, "decode.acc_seg": 98.81414, "aux.loss_ce": 0.01309, "aux.acc_seg": 98.48264, "loss": 0.03601, "time": 0.48239}
{"mode": "train", "epoch": 8, "iter": 29950, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.0252, "decode.acc_seg": 98.81917, "aux.loss_ce": 0.0132, "aux.acc_seg": 98.51169, "loss": 0.0384, "time": 0.48225}
{"mode": "train", "epoch": 8, "iter": 30000, "lr": 1e-05, "memory": 27123, "data_time": 0.00644, "decode.loss_ce": 0.0243, "decode.acc_seg": 98.861, "aux.loss_ce": 0.01349, "aux.acc_seg": 98.53177, "loss": 0.03779, "time": 0.48223}
{"mode": "train", "epoch": 8, "iter": 30050, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.02547, "decode.acc_seg": 98.88095, "aux.loss_ce": 0.01351, "aux.acc_seg": 98.586, "loss": 0.03898, "time": 0.4831}
{"mode": "train", "epoch": 8, "iter": 30100, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02514, "decode.acc_seg": 98.77869, "aux.loss_ce": 0.01406, "aux.acc_seg": 98.43183, "loss": 0.0392, "time": 0.48165}
{"mode": "train", "epoch": 8, "iter": 30150, "lr": 1e-05, "memory": 27123, "data_time": 0.00635, "decode.loss_ce": 0.0222, "decode.acc_seg": 98.6763, "aux.loss_ce": 0.01258, "aux.acc_seg": 98.3396, "loss": 0.03478, "time": 0.4816}
{"mode": "train", "epoch": 8, "iter": 30200, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.02326, "decode.acc_seg": 99.06175, "aux.loss_ce": 0.01265, "aux.acc_seg": 98.7859, "loss": 0.03591, "time": 0.48208}
{"mode": "train", "epoch": 8, "iter": 30250, "lr": 1e-05, "memory": 27123, "data_time": 0.0066, "decode.loss_ce": 0.02289, "decode.acc_seg": 98.66925, "aux.loss_ce": 0.0129, "aux.acc_seg": 98.33772, "loss": 0.03579, "time": 0.48214}
{"mode": "train", "epoch": 8, "iter": 30300, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.02159, "decode.acc_seg": 99.03594, "aux.loss_ce": 0.01245, "aux.acc_seg": 98.69924, "loss": 0.03404, "time": 0.48259}
{"mode": "train", "epoch": 8, "iter": 30350, "lr": 1e-05, "memory": 27123, "data_time": 0.00644, "decode.loss_ce": 0.0249, "decode.acc_seg": 98.79157, "aux.loss_ce": 0.01411, "aux.acc_seg": 98.40833, "loss": 0.03901, "time": 0.48249}
{"mode": "train", "epoch": 8, "iter": 30400, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.02231, "decode.acc_seg": 99.0327, "aux.loss_ce": 0.01205, "aux.acc_seg": 98.75563, "loss": 0.03436, "time": 0.48313}
{"mode": "train", "epoch": 8, "iter": 30450, "lr": 1e-05, "memory": 27123, "data_time": 0.00649, "decode.loss_ce": 0.02307, "decode.acc_seg": 98.74413, "aux.loss_ce": 0.01265, "aux.acc_seg": 98.45165, "loss": 0.03572, "time": 0.48264}
{"mode": "train", "epoch": 8, "iter": 30500, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.02392, "decode.acc_seg": 99.03133, "aux.loss_ce": 0.01284, "aux.acc_seg": 98.75483, "loss": 0.03676, "time": 0.48108}
{"mode": "train", "epoch": 8, "iter": 30550, "lr": 1e-05, "memory": 27123, "data_time": 0.00641, "decode.loss_ce": 0.02722, "decode.acc_seg": 98.80458, "aux.loss_ce": 0.01531, "aux.acc_seg": 98.44428, "loss": 0.04252, "time": 0.48242}
{"mode": "train", "epoch": 8, "iter": 30600, "lr": 1e-05, "memory": 27123, "data_time": 0.00642, "decode.loss_ce": 0.05222, "decode.acc_seg": 97.91293, "aux.loss_ce": 0.02363, "aux.acc_seg": 97.75612, "loss": 0.07585, "time": 0.48263}
{"mode": "train", "epoch": 8, "iter": 30650, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.02638, "decode.acc_seg": 98.76614, "aux.loss_ce": 0.0145, "aux.acc_seg": 98.46346, "loss": 0.04088, "time": 0.4828}
{"mode": "train", "epoch": 8, "iter": 30700, "lr": 1e-05, "memory": 27123, "data_time": 0.00641, "decode.loss_ce": 0.025, "decode.acc_seg": 98.61417, "aux.loss_ce": 0.01386, "aux.acc_seg": 98.30065, "loss": 0.03887, "time": 0.48123}
{"mode": "train", "epoch": 8, "iter": 30750, "lr": 1e-05, "memory": 27123, "data_time": 0.00639, "decode.loss_ce": 0.02696, "decode.acc_seg": 98.89036, "aux.loss_ce": 0.01449, "aux.acc_seg": 98.57048, "loss": 0.04145, "time": 0.48223}
{"mode": "train", "epoch": 8, "iter": 30800, "lr": 1e-05, "memory": 27123, "data_time": 0.00624, "decode.loss_ce": 0.02049, "decode.acc_seg": 98.98305, "aux.loss_ce": 0.01127, "aux.acc_seg": 98.71334, "loss": 0.03176, "time": 0.48308}
{"mode": "train", "epoch": 8, "iter": 30850, "lr": 1e-05, "memory": 27123, "data_time": 0.00652, "decode.loss_ce": 0.02132, "decode.acc_seg": 98.76584, "aux.loss_ce": 0.0128, "aux.acc_seg": 98.40509, "loss": 0.03412, "time": 0.48154}
{"mode": "train", "epoch": 8, "iter": 30900, "lr": 1e-05, "memory": 27123, "data_time": 0.00651, "decode.loss_ce": 0.02682, "decode.acc_seg": 98.72813, "aux.loss_ce": 0.01468, "aux.acc_seg": 98.35758, "loss": 0.0415, "time": 0.48281}
{"mode": "train", "epoch": 8, "iter": 30950, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.027, "decode.acc_seg": 98.79465, "aux.loss_ce": 0.01455, "aux.acc_seg": 98.47695, "loss": 0.04155, "time": 0.48242}
{"mode": "train", "epoch": 8, "iter": 31000, "lr": 1e-05, "memory": 27123, "data_time": 0.00672, "decode.loss_ce": 0.0201, "decode.acc_seg": 99.0536, "aux.loss_ce": 0.0108, "aux.acc_seg": 98.83818, "loss": 0.03091, "time": 0.48415}
{"mode": "train", "epoch": 8, "iter": 31050, "lr": 1e-05, "memory": 27123, "data_time": 0.00683, "decode.loss_ce": 0.02301, "decode.acc_seg": 99.10382, "aux.loss_ce": 0.01246, "aux.acc_seg": 98.78127, "loss": 0.03547, "time": 0.48269}
{"mode": "train", "epoch": 8, "iter": 31100, "lr": 1e-05, "memory": 27123, "data_time": 0.00655, "decode.loss_ce": 0.02417, "decode.acc_seg": 98.69767, "aux.loss_ce": 0.01324, "aux.acc_seg": 98.36781, "loss": 0.03741, "time": 0.48481}
{"mode": "train", "epoch": 8, "iter": 31150, "lr": 1e-05, "memory": 27123, "data_time": 0.0066, "decode.loss_ce": 0.02328, "decode.acc_seg": 98.597, "aux.loss_ce": 0.01287, "aux.acc_seg": 98.28071, "loss": 0.03615, "time": 0.48291}
{"mode": "train", "epoch": 8, "iter": 31200, "lr": 1e-05, "memory": 27123, "data_time": 0.00641, "decode.loss_ce": 0.02436, "decode.acc_seg": 98.96231, "aux.loss_ce": 0.01362, "aux.acc_seg": 98.62086, "loss": 0.03797, "time": 0.48266}
{"mode": "train", "epoch": 8, "iter": 31250, "lr": 1e-05, "memory": 27123, "data_time": 0.00669, "decode.loss_ce": 0.02717, "decode.acc_seg": 98.44282, "aux.loss_ce": 0.01465, "aux.acc_seg": 98.05451, "loss": 0.04182, "time": 0.48406}
{"mode": "train", "epoch": 8, "iter": 31300, "lr": 1e-05, "memory": 27123, "data_time": 0.00649, "decode.loss_ce": 0.02487, "decode.acc_seg": 98.8376, "aux.loss_ce": 0.01309, "aux.acc_seg": 98.57539, "loss": 0.03796, "time": 0.48224}
{"mode": "train", "epoch": 8, "iter": 31350, "lr": 1e-05, "memory": 27123, "data_time": 0.00653, "decode.loss_ce": 0.02408, "decode.acc_seg": 98.8115, "aux.loss_ce": 0.01302, "aux.acc_seg": 98.51472, "loss": 0.0371, "time": 0.48262}
{"mode": "train", "epoch": 8, "iter": 31400, "lr": 1e-05, "memory": 27123, "data_time": 0.00659, "decode.loss_ce": 0.02418, "decode.acc_seg": 98.66847, "aux.loss_ce": 0.01333, "aux.acc_seg": 98.34558, "loss": 0.03751, "time": 0.48092}
{"mode": "train", "epoch": 8, "iter": 31450, "lr": 1e-05, "memory": 27123, "data_time": 0.00653, "decode.loss_ce": 0.02239, "decode.acc_seg": 99.22882, "aux.loss_ce": 0.01274, "aux.acc_seg": 98.89704, "loss": 0.03513, "time": 0.48418}
{"mode": "train", "epoch": 8, "iter": 31500, "lr": 1e-05, "memory": 27123, "data_time": 0.00665, "decode.loss_ce": 0.02133, "decode.acc_seg": 99.04372, "aux.loss_ce": 0.01154, "aux.acc_seg": 98.77149, "loss": 0.03287, "time": 0.4826}
{"mode": "train", "epoch": 8, "iter": 31550, "lr": 1e-05, "memory": 27123, "data_time": 0.00658, "decode.loss_ce": 0.02343, "decode.acc_seg": 98.79034, "aux.loss_ce": 0.0128, "aux.acc_seg": 98.48064, "loss": 0.03623, "time": 0.48233}
{"mode": "train", "epoch": 8, "iter": 31600, "lr": 1e-05, "memory": 27123, "data_time": 0.00656, "decode.loss_ce": 0.025, "decode.acc_seg": 98.94709, "aux.loss_ce": 0.01315, "aux.acc_seg": 98.67649, "loss": 0.03815, "time": 0.48249}
{"mode": "train", "epoch": 8, "iter": 31650, "lr": 1e-05, "memory": 27123, "data_time": 0.00642, "decode.loss_ce": 0.02217, "decode.acc_seg": 98.63215, "aux.loss_ce": 0.01236, "aux.acc_seg": 98.31368, "loss": 0.03452, "time": 0.48226}
{"mode": "train", "epoch": 8, "iter": 31700, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.02548, "decode.acc_seg": 98.86861, "aux.loss_ce": 0.01545, "aux.acc_seg": 98.42695, "loss": 0.04093, "time": 0.4816}
{"mode": "train", "epoch": 8, "iter": 31750, "lr": 1e-05, "memory": 27123, "data_time": 0.00661, "decode.loss_ce": 0.01819, "decode.acc_seg": 98.98415, "aux.loss_ce": 0.01045, "aux.acc_seg": 98.70663, "loss": 0.02864, "time": 0.48105}
{"mode": "train", "epoch": 8, "iter": 31800, "lr": 1e-05, "memory": 27123, "data_time": 0.00652, "decode.loss_ce": 0.0209, "decode.acc_seg": 99.15108, "aux.loss_ce": 0.01129, "aux.acc_seg": 98.87494, "loss": 0.03219, "time": 0.48225}
{"mode": "train", "epoch": 8, "iter": 31850, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.02436, "decode.acc_seg": 98.82965, "aux.loss_ce": 0.01317, "aux.acc_seg": 98.53545, "loss": 0.03753, "time": 0.4822}
{"mode": "train", "epoch": 8, "iter": 31900, "lr": 1e-05, "memory": 27123, "data_time": 0.00662, "decode.loss_ce": 0.01891, "decode.acc_seg": 99.10376, "aux.loss_ce": 0.0108, "aux.acc_seg": 98.83358, "loss": 0.02972, "time": 0.48344}
{"mode": "train", "epoch": 8, "iter": 31950, "lr": 1e-05, "memory": 27123, "data_time": 0.00627, "decode.loss_ce": 0.0214, "decode.acc_seg": 98.92808, "aux.loss_ce": 0.01244, "aux.acc_seg": 98.59983, "loss": 0.03384, "time": 0.48163}
{"mode": "train", "epoch": 8, "iter": 32000, "lr": 1e-05, "memory": 27123, "data_time": 0.00629, "decode.loss_ce": 0.02277, "decode.acc_seg": 99.0663, "aux.loss_ce": 0.01272, "aux.acc_seg": 98.74442, "loss": 0.03549, "time": 0.53595}
{"mode": "val", "epoch": 8, "iter": 2884, "lr": 1e-05, "aAcc": 0.9883, "mIoU": 0.5852, "mAcc": 0.6878, "mFscore": 0.7232, "mPrecision": 0.7839, "mRecall": 0.6878, "IoU.background": 0.9891, "IoU.ship": 0.6558, "IoU.storage_tank": 0.7099, "IoU.baseball_diamond": 0.6483, "IoU.tennis_court": 0.6809, "IoU.basketball_court": 0.496, "IoU.ground_Track_Field": 0.4931, "IoU.bridge": 0.3657, "IoU.large_Vehicle": 0.6134, "IoU.small_Vehicle": 0.4989, "IoU.helicopter": 0.2461, "IoU.swimming_pool": 0.4664, "IoU.roundabout": 0.4861, "IoU.soccer_ball_field": 0.6903, "IoU.plane": 0.8212, "IoU.harbor": 0.5029, "Acc.background": 0.9965, "Acc.ship": 0.7628, "Acc.storage_tank": 0.8488, "Acc.baseball_diamond": 0.7609, "Acc.tennis_court": 0.768, "Acc.basketball_court": 0.6734, "Acc.ground_Track_Field": 0.5334, "Acc.bridge": 0.4005, "Acc.large_Vehicle": 0.7068, "Acc.small_Vehicle": 0.5889, "Acc.helicopter": 0.4382, "Acc.swimming_pool": 0.5226, "Acc.roundabout": 0.7173, "Acc.soccer_ball_field": 0.8116, "Acc.plane": 0.9243, "Acc.harbor": 0.5516, "Fscore.background": 0.9945, "Fscore.ship": 0.7922, "Fscore.storage_tank": 0.8303, "Fscore.baseball_diamond": 0.7866, "Fscore.tennis_court": 0.8101, "Fscore.basketball_court": 0.6631, "Fscore.ground_Track_Field": 0.6605, "Fscore.bridge": 0.5355, "Fscore.large_Vehicle": 0.7604, "Fscore.small_Vehicle": 0.6657, "Fscore.helicopter": 0.395, "Fscore.swimming_pool": 0.6361, "Fscore.roundabout": 0.6542, "Fscore.soccer_ball_field": 0.8168, "Fscore.plane": 0.9018, "Fscore.harbor": 0.6692, "Precision.background": 0.9925, "Precision.ship": 0.8239, "Precision.storage_tank": 0.8127, "Precision.baseball_diamond": 0.8142, "Precision.tennis_court": 0.8572, "Precision.basketball_court": 0.653, "Precision.ground_Track_Field": 0.8669, "Precision.bridge": 0.808, "Precision.large_Vehicle": 0.8227, "Precision.small_Vehicle": 0.7655, "Precision.helicopter": 0.3595, "Precision.swimming_pool": 0.8126, "Precision.roundabout": 0.6012, "Precision.soccer_ball_field": 0.822, "Precision.plane": 0.8804, "Precision.harbor": 0.8506, "Recall.background": 0.9965, "Recall.ship": 0.7628, "Recall.storage_tank": 0.8488, "Recall.baseball_diamond": 0.7609, "Recall.tennis_court": 0.768, "Recall.basketball_court": 0.6734, "Recall.ground_Track_Field": 0.5334, "Recall.bridge": 0.4005, "Recall.large_Vehicle": 0.7068, "Recall.small_Vehicle": 0.5889, "Recall.helicopter": 0.4382, "Recall.swimming_pool": 0.5226, "Recall.roundabout": 0.7173, "Recall.soccer_ball_field": 0.8116, "Recall.plane": 0.9243, "Recall.harbor": 0.5516}
{"mode": "train", "epoch": 8, "iter": 32050, "lr": 1e-05, "memory": 27123, "data_time": 11.3554, "decode.loss_ce": 0.03209, "decode.acc_seg": 98.83673, "aux.loss_ce": 0.0163, "aux.acc_seg": 98.53174, "loss": 0.04839, "time": 11.83233}
{"mode": "train", "epoch": 8, "iter": 32100, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.02506, "decode.acc_seg": 99.11424, "aux.loss_ce": 0.01427, "aux.acc_seg": 98.73063, "loss": 0.03933, "time": 0.4817}
{"mode": "train", "epoch": 8, "iter": 32150, "lr": 1e-05, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 0.03457, "decode.acc_seg": 98.7998, "aux.loss_ce": 0.01704, "aux.acc_seg": 98.47599, "loss": 0.05161, "time": 0.48161}
{"mode": "train", "epoch": 8, "iter": 32200, "lr": 1e-05, "memory": 27123, "data_time": 0.00622, "decode.loss_ce": 0.02701, "decode.acc_seg": 98.5166, "aux.loss_ce": 0.01466, "aux.acc_seg": 98.17968, "loss": 0.04166, "time": 0.48245}
{"mode": "train", "epoch": 8, "iter": 32250, "lr": 1e-05, "memory": 27123, "data_time": 0.00582, "decode.loss_ce": 0.02683, "decode.acc_seg": 98.69305, "aux.loss_ce": 0.01407, "aux.acc_seg": 98.37831, "loss": 0.04089, "time": 0.48103}
{"mode": "train", "epoch": 8, "iter": 32300, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.02366, "decode.acc_seg": 98.96806, "aux.loss_ce": 0.01406, "aux.acc_seg": 98.54643, "loss": 0.03772, "time": 0.48133}
{"mode": "train", "epoch": 8, "iter": 32350, "lr": 1e-05, "memory": 27123, "data_time": 0.00591, "decode.loss_ce": 0.02335, "decode.acc_seg": 98.84766, "aux.loss_ce": 0.01368, "aux.acc_seg": 98.46221, "loss": 0.03703, "time": 0.48211}
{"mode": "train", "epoch": 8, "iter": 32400, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.02074, "decode.acc_seg": 99.13558, "aux.loss_ce": 0.01136, "aux.acc_seg": 98.84326, "loss": 0.0321, "time": 0.48252}
{"mode": "train", "epoch": 8, "iter": 32450, "lr": 1e-05, "memory": 27123, "data_time": 0.00714, "decode.loss_ce": 0.01952, "decode.acc_seg": 98.917, "aux.loss_ce": 0.0114, "aux.acc_seg": 98.57946, "loss": 0.03092, "time": 0.48219}
{"mode": "train", "epoch": 8, "iter": 32500, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.02151, "decode.acc_seg": 99.02396, "aux.loss_ce": 0.01211, "aux.acc_seg": 98.71057, "loss": 0.03362, "time": 0.48182}
{"mode": "train", "epoch": 8, "iter": 32550, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.02137, "decode.acc_seg": 98.83088, "aux.loss_ce": 0.0124, "aux.acc_seg": 98.48912, "loss": 0.03377, "time": 0.48246}
{"mode": "train", "epoch": 8, "iter": 32600, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.02224, "decode.acc_seg": 98.90472, "aux.loss_ce": 0.01227, "aux.acc_seg": 98.61202, "loss": 0.03451, "time": 0.48231}
{"mode": "train", "epoch": 8, "iter": 32650, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.02204, "decode.acc_seg": 98.62748, "aux.loss_ce": 0.01249, "aux.acc_seg": 98.29175, "loss": 0.03453, "time": 0.48244}
{"mode": "train", "epoch": 8, "iter": 32700, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.02105, "decode.acc_seg": 99.15477, "aux.loss_ce": 0.01192, "aux.acc_seg": 98.86443, "loss": 0.03297, "time": 0.48073}
{"mode": "train", "epoch": 8, "iter": 32750, "lr": 1e-05, "memory": 27123, "data_time": 0.00586, "decode.loss_ce": 0.02202, "decode.acc_seg": 99.09404, "aux.loss_ce": 0.01275, "aux.acc_seg": 98.74921, "loss": 0.03477, "time": 0.48103}
{"mode": "train", "epoch": 8, "iter": 32800, "lr": 1e-05, "memory": 27123, "data_time": 0.00587, "decode.loss_ce": 0.02078, "decode.acc_seg": 98.60118, "aux.loss_ce": 0.01122, "aux.acc_seg": 98.34361, "loss": 0.032, "time": 0.48106}
{"mode": "train", "epoch": 8, "iter": 32850, "lr": 1e-05, "memory": 27123, "data_time": 0.00578, "decode.loss_ce": 0.0204, "decode.acc_seg": 99.05872, "aux.loss_ce": 0.01157, "aux.acc_seg": 98.74597, "loss": 0.03197, "time": 0.4815}
{"mode": "train", "epoch": 8, "iter": 32900, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.02481, "decode.acc_seg": 98.95973, "aux.loss_ce": 0.0134, "aux.acc_seg": 98.65362, "loss": 0.03821, "time": 0.4808}
{"mode": "train", "epoch": 8, "iter": 32950, "lr": 1e-05, "memory": 27123, "data_time": 0.0057, "decode.loss_ce": 0.02895, "decode.acc_seg": 98.64579, "aux.loss_ce": 0.01519, "aux.acc_seg": 98.30281, "loss": 0.04414, "time": 0.48196}
{"mode": "train", "epoch": 8, "iter": 33000, "lr": 1e-05, "memory": 27123, "data_time": 0.00596, "decode.loss_ce": 0.02299, "decode.acc_seg": 98.79414, "aux.loss_ce": 0.01271, "aux.acc_seg": 98.46585, "loss": 0.0357, "time": 0.48214}
{"mode": "train", "epoch": 8, "iter": 33050, "lr": 1e-05, "memory": 27123, "data_time": 0.00583, "decode.loss_ce": 0.02589, "decode.acc_seg": 98.90888, "aux.loss_ce": 0.01469, "aux.acc_seg": 98.57031, "loss": 0.04058, "time": 0.48092}
{"mode": "train", "epoch": 8, "iter": 33100, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.02451, "decode.acc_seg": 99.02563, "aux.loss_ce": 0.01373, "aux.acc_seg": 98.66601, "loss": 0.03824, "time": 0.48201}
{"mode": "train", "epoch": 8, "iter": 33150, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.02003, "decode.acc_seg": 99.1934, "aux.loss_ce": 0.01144, "aux.acc_seg": 98.91556, "loss": 0.03147, "time": 0.48236}
{"mode": "train", "epoch": 8, "iter": 33200, "lr": 1e-05, "memory": 27123, "data_time": 0.00583, "decode.loss_ce": 0.01998, "decode.acc_seg": 99.11062, "aux.loss_ce": 0.01106, "aux.acc_seg": 98.84322, "loss": 0.03105, "time": 0.48055}
{"mode": "train", "epoch": 8, "iter": 33250, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.02422, "decode.acc_seg": 98.91238, "aux.loss_ce": 0.01276, "aux.acc_seg": 98.64108, "loss": 0.03697, "time": 0.48054}
{"mode": "train", "epoch": 8, "iter": 33300, "lr": 1e-05, "memory": 27123, "data_time": 0.0057, "decode.loss_ce": 0.02449, "decode.acc_seg": 98.78056, "aux.loss_ce": 0.01334, "aux.acc_seg": 98.54129, "loss": 0.03783, "time": 0.48054}
{"mode": "train", "epoch": 8, "iter": 33350, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.02655, "decode.acc_seg": 98.86471, "aux.loss_ce": 0.01272, "aux.acc_seg": 98.6591, "loss": 0.03928, "time": 0.48136}
{"mode": "train", "epoch": 8, "iter": 33400, "lr": 1e-05, "memory": 27123, "data_time": 0.00577, "decode.loss_ce": 0.02274, "decode.acc_seg": 98.67442, "aux.loss_ce": 0.01254, "aux.acc_seg": 98.36467, "loss": 0.03527, "time": 0.48218}
{"mode": "train", "epoch": 8, "iter": 33450, "lr": 1e-05, "memory": 27123, "data_time": 0.00587, "decode.loss_ce": 0.02774, "decode.acc_seg": 98.71873, "aux.loss_ce": 0.01502, "aux.acc_seg": 98.31772, "loss": 0.04275, "time": 0.48139}
{"mode": "train", "epoch": 8, "iter": 33500, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.03075, "decode.acc_seg": 98.4999, "aux.loss_ce": 0.01551, "aux.acc_seg": 98.32515, "loss": 0.04627, "time": 0.48179}
{"mode": "train", "epoch": 8, "iter": 33550, "lr": 1e-05, "memory": 27123, "data_time": 0.00571, "decode.loss_ce": 0.02561, "decode.acc_seg": 98.27445, "aux.loss_ce": 0.01493, "aux.acc_seg": 97.9291, "loss": 0.04054, "time": 0.48177}
{"mode": "train", "epoch": 8, "iter": 33600, "lr": 1e-05, "memory": 27123, "data_time": 0.00591, "decode.loss_ce": 0.02563, "decode.acc_seg": 98.75343, "aux.loss_ce": 0.01282, "aux.acc_seg": 98.57395, "loss": 0.03845, "time": 0.48102}
{"mode": "train", "epoch": 9, "iter": 33650, "lr": 1e-05, "memory": 27123, "data_time": 0.05381, "decode.loss_ce": 0.0235, "decode.acc_seg": 99.01889, "aux.loss_ce": 0.01264, "aux.acc_seg": 98.74067, "loss": 0.03613, "time": 0.53076}
{"mode": "train", "epoch": 9, "iter": 33700, "lr": 1e-05, "memory": 27123, "data_time": 0.00584, "decode.loss_ce": 0.0219, "decode.acc_seg": 99.00635, "aux.loss_ce": 0.01226, "aux.acc_seg": 98.69164, "loss": 0.03416, "time": 0.4825}
{"mode": "train", "epoch": 9, "iter": 33750, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.02966, "decode.acc_seg": 98.92836, "aux.loss_ce": 0.016, "aux.acc_seg": 98.56492, "loss": 0.04566, "time": 0.48095}
{"mode": "train", "epoch": 9, "iter": 33800, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.02909, "decode.acc_seg": 98.35718, "aux.loss_ce": 0.01568, "aux.acc_seg": 98.07813, "loss": 0.04477, "time": 0.48093}
{"mode": "train", "epoch": 9, "iter": 33850, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.02398, "decode.acc_seg": 98.87879, "aux.loss_ce": 0.01349, "aux.acc_seg": 98.53864, "loss": 0.03747, "time": 0.48112}
{"mode": "train", "epoch": 9, "iter": 33900, "lr": 1e-05, "memory": 27123, "data_time": 0.00646, "decode.loss_ce": 0.02826, "decode.acc_seg": 98.6651, "aux.loss_ce": 0.01413, "aux.acc_seg": 98.38328, "loss": 0.04239, "time": 0.48257}
{"mode": "train", "epoch": 9, "iter": 33950, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.03309, "decode.acc_seg": 98.51222, "aux.loss_ce": 0.01758, "aux.acc_seg": 98.14617, "loss": 0.05067, "time": 0.48269}
{"mode": "train", "epoch": 9, "iter": 34000, "lr": 1e-05, "memory": 27123, "data_time": 0.00588, "decode.loss_ce": 0.02652, "decode.acc_seg": 98.85208, "aux.loss_ce": 0.01475, "aux.acc_seg": 98.58145, "loss": 0.04127, "time": 0.48334}
{"mode": "train", "epoch": 9, "iter": 34050, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.02288, "decode.acc_seg": 98.99308, "aux.loss_ce": 0.01335, "aux.acc_seg": 98.66489, "loss": 0.03623, "time": 0.48173}
{"mode": "train", "epoch": 9, "iter": 34100, "lr": 1e-05, "memory": 27123, "data_time": 0.00585, "decode.loss_ce": 0.02253, "decode.acc_seg": 99.08809, "aux.loss_ce": 0.0129, "aux.acc_seg": 98.77544, "loss": 0.03543, "time": 0.48273}
{"mode": "train", "epoch": 9, "iter": 34150, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.01957, "decode.acc_seg": 98.68743, "aux.loss_ce": 0.0111, "aux.acc_seg": 98.3871, "loss": 0.03067, "time": 0.48298}
{"mode": "train", "epoch": 9, "iter": 34200, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.02596, "decode.acc_seg": 98.6582, "aux.loss_ce": 0.01473, "aux.acc_seg": 98.26545, "loss": 0.04069, "time": 0.48288}
{"mode": "train", "epoch": 9, "iter": 34250, "lr": 1e-05, "memory": 27123, "data_time": 0.00624, "decode.loss_ce": 0.01974, "decode.acc_seg": 98.73449, "aux.loss_ce": 0.01114, "aux.acc_seg": 98.46415, "loss": 0.03089, "time": 0.48153}
{"mode": "train", "epoch": 9, "iter": 34300, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.02034, "decode.acc_seg": 99.15102, "aux.loss_ce": 0.01143, "aux.acc_seg": 98.87638, "loss": 0.03177, "time": 0.4809}
{"mode": "train", "epoch": 9, "iter": 34350, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.01911, "decode.acc_seg": 98.70614, "aux.loss_ce": 0.01075, "aux.acc_seg": 98.43606, "loss": 0.02986, "time": 0.4811}
{"mode": "train", "epoch": 9, "iter": 34400, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.02493, "decode.acc_seg": 98.57747, "aux.loss_ce": 0.01384, "aux.acc_seg": 98.22557, "loss": 0.03877, "time": 0.4811}
{"mode": "train", "epoch": 9, "iter": 34450, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.01739, "decode.acc_seg": 98.59221, "aux.loss_ce": 0.00974, "aux.acc_seg": 98.33763, "loss": 0.02713, "time": 0.48173}
{"mode": "train", "epoch": 9, "iter": 34500, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.02209, "decode.acc_seg": 98.96742, "aux.loss_ce": 0.01248, "aux.acc_seg": 98.64589, "loss": 0.03457, "time": 0.4831}
{"mode": "train", "epoch": 9, "iter": 34550, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.02249, "decode.acc_seg": 98.72214, "aux.loss_ce": 0.01275, "aux.acc_seg": 98.38449, "loss": 0.03524, "time": 0.48128}
{"mode": "train", "epoch": 9, "iter": 34600, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02277, "decode.acc_seg": 99.088, "aux.loss_ce": 0.01291, "aux.acc_seg": 98.78943, "loss": 0.03568, "time": 0.48095}
{"mode": "train", "epoch": 9, "iter": 34650, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.02157, "decode.acc_seg": 98.87135, "aux.loss_ce": 0.01227, "aux.acc_seg": 98.55867, "loss": 0.03383, "time": 0.48174}
{"mode": "train", "epoch": 9, "iter": 34700, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.02214, "decode.acc_seg": 98.92462, "aux.loss_ce": 0.0124, "aux.acc_seg": 98.63093, "loss": 0.03455, "time": 0.48147}
{"mode": "train", "epoch": 9, "iter": 34750, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.02235, "decode.acc_seg": 98.78918, "aux.loss_ce": 0.01273, "aux.acc_seg": 98.46913, "loss": 0.03508, "time": 0.48131}
{"mode": "train", "epoch": 9, "iter": 34800, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.02039, "decode.acc_seg": 99.06295, "aux.loss_ce": 0.01142, "aux.acc_seg": 98.7973, "loss": 0.03181, "time": 0.48156}
{"mode": "train", "epoch": 9, "iter": 34850, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.02219, "decode.acc_seg": 99.07392, "aux.loss_ce": 0.01253, "aux.acc_seg": 98.76255, "loss": 0.03473, "time": 0.48137}
{"mode": "train", "epoch": 9, "iter": 34900, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.02197, "decode.acc_seg": 98.41748, "aux.loss_ce": 0.01211, "aux.acc_seg": 98.14532, "loss": 0.03407, "time": 0.48047}
{"mode": "train", "epoch": 9, "iter": 34950, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.02405, "decode.acc_seg": 98.66333, "aux.loss_ce": 0.01405, "aux.acc_seg": 98.24685, "loss": 0.0381, "time": 0.48126}
{"mode": "train", "epoch": 9, "iter": 35000, "lr": 1e-05, "memory": 27123, "data_time": 0.00633, "decode.loss_ce": 0.02049, "decode.acc_seg": 99.08859, "aux.loss_ce": 0.01158, "aux.acc_seg": 98.78179, "loss": 0.03207, "time": 0.48193}
{"mode": "train", "epoch": 9, "iter": 35050, "lr": 1e-05, "memory": 27123, "data_time": 0.0064, "decode.loss_ce": 0.01913, "decode.acc_seg": 99.22631, "aux.loss_ce": 0.01075, "aux.acc_seg": 98.95024, "loss": 0.02989, "time": 0.48139}
{"mode": "train", "epoch": 9, "iter": 35100, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.02082, "decode.acc_seg": 98.9723, "aux.loss_ce": 0.01212, "aux.acc_seg": 98.66514, "loss": 0.03293, "time": 0.48073}
{"mode": "train", "epoch": 9, "iter": 35150, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.02431, "decode.acc_seg": 98.94598, "aux.loss_ce": 0.01349, "aux.acc_seg": 98.61946, "loss": 0.0378, "time": 0.48284}
{"mode": "train", "epoch": 9, "iter": 35200, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.02182, "decode.acc_seg": 99.06086, "aux.loss_ce": 0.01271, "aux.acc_seg": 98.71032, "loss": 0.03453, "time": 0.48081}
{"mode": "train", "epoch": 9, "iter": 35250, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.02113, "decode.acc_seg": 98.90717, "aux.loss_ce": 0.01244, "aux.acc_seg": 98.58591, "loss": 0.03357, "time": 0.48101}
{"mode": "train", "epoch": 9, "iter": 35300, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.01976, "decode.acc_seg": 98.96437, "aux.loss_ce": 0.01144, "aux.acc_seg": 98.66182, "loss": 0.0312, "time": 0.48218}
{"mode": "train", "epoch": 9, "iter": 35350, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.02451, "decode.acc_seg": 99.02064, "aux.loss_ce": 0.01272, "aux.acc_seg": 98.75853, "loss": 0.03723, "time": 0.48185}
{"mode": "train", "epoch": 9, "iter": 35400, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.02184, "decode.acc_seg": 99.05938, "aux.loss_ce": 0.01262, "aux.acc_seg": 98.69752, "loss": 0.03446, "time": 0.48051}
{"mode": "train", "epoch": 9, "iter": 35450, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.02643, "decode.acc_seg": 98.99179, "aux.loss_ce": 0.01381, "aux.acc_seg": 98.67676, "loss": 0.04024, "time": 0.48085}
{"mode": "train", "epoch": 9, "iter": 35500, "lr": 1e-05, "memory": 27123, "data_time": 0.00665, "decode.loss_ce": 0.02263, "decode.acc_seg": 98.84629, "aux.loss_ce": 0.01223, "aux.acc_seg": 98.56743, "loss": 0.03486, "time": 0.48348}
{"mode": "train", "epoch": 9, "iter": 35550, "lr": 1e-05, "memory": 27123, "data_time": 0.00642, "decode.loss_ce": 0.02289, "decode.acc_seg": 98.43639, "aux.loss_ce": 0.01293, "aux.acc_seg": 98.06625, "loss": 0.03582, "time": 0.48213}
{"mode": "train", "epoch": 9, "iter": 35600, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.02054, "decode.acc_seg": 99.00593, "aux.loss_ce": 0.01119, "aux.acc_seg": 98.74964, "loss": 0.03174, "time": 0.48113}
{"mode": "train", "epoch": 9, "iter": 35650, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.02468, "decode.acc_seg": 98.60567, "aux.loss_ce": 0.01308, "aux.acc_seg": 98.34541, "loss": 0.03776, "time": 0.48193}
{"mode": "train", "epoch": 9, "iter": 35700, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.02264, "decode.acc_seg": 99.14363, "aux.loss_ce": 0.01185, "aux.acc_seg": 98.90917, "loss": 0.03449, "time": 0.48134}
{"mode": "train", "epoch": 9, "iter": 35750, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.02608, "decode.acc_seg": 98.33867, "aux.loss_ce": 0.0152, "aux.acc_seg": 98.06795, "loss": 0.04129, "time": 0.48194}
{"mode": "train", "epoch": 9, "iter": 35800, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.02374, "decode.acc_seg": 98.67314, "aux.loss_ce": 0.01363, "aux.acc_seg": 98.37129, "loss": 0.03737, "time": 0.48228}
{"mode": "train", "epoch": 9, "iter": 35850, "lr": 1e-05, "memory": 27123, "data_time": 0.00667, "decode.loss_ce": 0.02852, "decode.acc_seg": 98.56683, "aux.loss_ce": 0.01384, "aux.acc_seg": 98.37702, "loss": 0.04236, "time": 0.48241}
{"mode": "train", "epoch": 9, "iter": 35900, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.02217, "decode.acc_seg": 98.8949, "aux.loss_ce": 0.01227, "aux.acc_seg": 98.59384, "loss": 0.03444, "time": 0.4832}
{"mode": "train", "epoch": 9, "iter": 35950, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.02579, "decode.acc_seg": 98.61575, "aux.loss_ce": 0.01493, "aux.acc_seg": 98.25924, "loss": 0.04072, "time": 0.48217}
{"mode": "train", "epoch": 9, "iter": 36000, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.02561, "decode.acc_seg": 98.86577, "aux.loss_ce": 0.01385, "aux.acc_seg": 98.56494, "loss": 0.03946, "time": 0.4812}
{"mode": "train", "epoch": 9, "iter": 36050, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.02449, "decode.acc_seg": 98.70218, "aux.loss_ce": 0.01343, "aux.acc_seg": 98.3767, "loss": 0.03792, "time": 0.48221}
{"mode": "train", "epoch": 9, "iter": 36100, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.02586, "decode.acc_seg": 98.96172, "aux.loss_ce": 0.01432, "aux.acc_seg": 98.66066, "loss": 0.04018, "time": 0.48248}
{"mode": "train", "epoch": 9, "iter": 36150, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.03431, "decode.acc_seg": 98.599, "aux.loss_ce": 0.01721, "aux.acc_seg": 98.30409, "loss": 0.05153, "time": 0.48197}
{"mode": "train", "epoch": 9, "iter": 36200, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.02964, "decode.acc_seg": 98.56894, "aux.loss_ce": 0.01644, "aux.acc_seg": 98.13977, "loss": 0.04608, "time": 0.48215}
{"mode": "train", "epoch": 9, "iter": 36250, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.02363, "decode.acc_seg": 98.57505, "aux.loss_ce": 0.01342, "aux.acc_seg": 98.20962, "loss": 0.03705, "time": 0.48102}
{"mode": "train", "epoch": 9, "iter": 36300, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.02383, "decode.acc_seg": 99.02673, "aux.loss_ce": 0.01311, "aux.acc_seg": 98.7149, "loss": 0.03695, "time": 0.48138}
{"mode": "train", "epoch": 9, "iter": 36350, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.01848, "decode.acc_seg": 99.12087, "aux.loss_ce": 0.01075, "aux.acc_seg": 98.83296, "loss": 0.02923, "time": 0.4815}
{"mode": "train", "epoch": 9, "iter": 36400, "lr": 1e-05, "memory": 27123, "data_time": 0.00638, "decode.loss_ce": 0.01794, "decode.acc_seg": 98.97164, "aux.loss_ce": 0.00983, "aux.acc_seg": 98.72919, "loss": 0.02778, "time": 0.4822}
{"mode": "train", "epoch": 9, "iter": 36450, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02154, "decode.acc_seg": 98.9424, "aux.loss_ce": 0.01199, "aux.acc_seg": 98.62557, "loss": 0.03353, "time": 0.48197}
{"mode": "train", "epoch": 9, "iter": 36500, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.01958, "decode.acc_seg": 98.92869, "aux.loss_ce": 0.01118, "aux.acc_seg": 98.6299, "loss": 0.03077, "time": 0.48143}
{"mode": "train", "epoch": 9, "iter": 36550, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.02084, "decode.acc_seg": 99.13045, "aux.loss_ce": 0.01235, "aux.acc_seg": 98.7834, "loss": 0.03319, "time": 0.48172}
{"mode": "train", "epoch": 9, "iter": 36600, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.01817, "decode.acc_seg": 99.24565, "aux.loss_ce": 0.01032, "aux.acc_seg": 98.98432, "loss": 0.0285, "time": 0.48141}
{"mode": "train", "epoch": 9, "iter": 36650, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.02291, "decode.acc_seg": 99.07521, "aux.loss_ce": 0.01351, "aux.acc_seg": 98.69577, "loss": 0.03643, "time": 0.48161}
{"mode": "train", "epoch": 9, "iter": 36700, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02287, "decode.acc_seg": 99.13945, "aux.loss_ce": 0.01355, "aux.acc_seg": 98.73612, "loss": 0.03643, "time": 0.48172}
{"mode": "train", "epoch": 9, "iter": 36750, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.02108, "decode.acc_seg": 98.94237, "aux.loss_ce": 0.01207, "aux.acc_seg": 98.62274, "loss": 0.03315, "time": 0.48156}
{"mode": "train", "epoch": 9, "iter": 36800, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02205, "decode.acc_seg": 98.87882, "aux.loss_ce": 0.01238, "aux.acc_seg": 98.5971, "loss": 0.03443, "time": 0.48148}
{"mode": "train", "epoch": 9, "iter": 36850, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.0211, "decode.acc_seg": 99.07757, "aux.loss_ce": 0.01145, "aux.acc_seg": 98.82227, "loss": 0.03254, "time": 0.48155}
{"mode": "train", "epoch": 9, "iter": 36900, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.02437, "decode.acc_seg": 98.72381, "aux.loss_ce": 0.01374, "aux.acc_seg": 98.35724, "loss": 0.03811, "time": 0.48225}
{"mode": "train", "epoch": 9, "iter": 36950, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.02096, "decode.acc_seg": 99.13695, "aux.loss_ce": 0.0115, "aux.acc_seg": 98.84909, "loss": 0.03246, "time": 0.48154}
{"mode": "train", "epoch": 9, "iter": 37000, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.02242, "decode.acc_seg": 98.79449, "aux.loss_ce": 0.01278, "aux.acc_seg": 98.48985, "loss": 0.0352, "time": 0.48208}
{"mode": "train", "epoch": 9, "iter": 37050, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.02083, "decode.acc_seg": 99.13099, "aux.loss_ce": 0.01202, "aux.acc_seg": 98.7997, "loss": 0.03285, "time": 0.48191}
{"mode": "train", "epoch": 9, "iter": 37100, "lr": 1e-05, "memory": 27123, "data_time": 0.00624, "decode.loss_ce": 0.02044, "decode.acc_seg": 98.95236, "aux.loss_ce": 0.01186, "aux.acc_seg": 98.6143, "loss": 0.03229, "time": 0.48174}
{"mode": "train", "epoch": 9, "iter": 37150, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.02203, "decode.acc_seg": 98.86255, "aux.loss_ce": 0.01249, "aux.acc_seg": 98.52926, "loss": 0.03452, "time": 0.48148}
{"mode": "train", "epoch": 9, "iter": 37200, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.0189, "decode.acc_seg": 99.11116, "aux.loss_ce": 0.01054, "aux.acc_seg": 98.88007, "loss": 0.02943, "time": 0.48232}
{"mode": "train", "epoch": 9, "iter": 37250, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.02498, "decode.acc_seg": 98.45825, "aux.loss_ce": 0.01358, "aux.acc_seg": 98.11536, "loss": 0.03856, "time": 0.48209}
{"mode": "train", "epoch": 9, "iter": 37300, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.02153, "decode.acc_seg": 98.90319, "aux.loss_ce": 0.01154, "aux.acc_seg": 98.63859, "loss": 0.03307, "time": 0.48178}
{"mode": "train", "epoch": 9, "iter": 37350, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.02147, "decode.acc_seg": 99.09757, "aux.loss_ce": 0.01195, "aux.acc_seg": 98.77848, "loss": 0.03342, "time": 0.48285}
{"mode": "train", "epoch": 9, "iter": 37400, "lr": 1e-05, "memory": 27123, "data_time": 0.00678, "decode.loss_ce": 0.02094, "decode.acc_seg": 98.81053, "aux.loss_ce": 0.01188, "aux.acc_seg": 98.50588, "loss": 0.03282, "time": 0.48325}
{"mode": "train", "epoch": 9, "iter": 37450, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.02026, "decode.acc_seg": 99.02243, "aux.loss_ce": 0.01193, "aux.acc_seg": 98.68658, "loss": 0.03219, "time": 0.4822}
{"mode": "train", "epoch": 9, "iter": 37500, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.01929, "decode.acc_seg": 99.08729, "aux.loss_ce": 0.01129, "aux.acc_seg": 98.77602, "loss": 0.03057, "time": 0.48171}
{"mode": "train", "epoch": 9, "iter": 37550, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.02364, "decode.acc_seg": 98.9282, "aux.loss_ce": 0.0134, "aux.acc_seg": 98.56766, "loss": 0.03704, "time": 0.48174}
{"mode": "train", "epoch": 9, "iter": 37600, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.0211, "decode.acc_seg": 98.84003, "aux.loss_ce": 0.01206, "aux.acc_seg": 98.51803, "loss": 0.03315, "time": 0.48171}
{"mode": "train", "epoch": 9, "iter": 37650, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.02093, "decode.acc_seg": 98.9594, "aux.loss_ce": 0.01177, "aux.acc_seg": 98.68418, "loss": 0.0327, "time": 0.48257}
{"mode": "train", "epoch": 9, "iter": 37700, "lr": 1e-05, "memory": 27123, "data_time": 0.00622, "decode.loss_ce": 0.02086, "decode.acc_seg": 99.0257, "aux.loss_ce": 0.0125, "aux.acc_seg": 98.67663, "loss": 0.03335, "time": 0.48305}
{"mode": "train", "epoch": 9, "iter": 37750, "lr": 1e-05, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 0.02188, "decode.acc_seg": 99.00568, "aux.loss_ce": 0.01324, "aux.acc_seg": 98.61333, "loss": 0.03512, "time": 0.48116}
{"mode": "train", "epoch": 9, "iter": 37800, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.02114, "decode.acc_seg": 98.93716, "aux.loss_ce": 0.01256, "aux.acc_seg": 98.57071, "loss": 0.03369, "time": 0.482}
{"mode": "train", "epoch": 10, "iter": 37850, "lr": 1e-05, "memory": 27123, "data_time": 0.05285, "decode.loss_ce": 0.01959, "decode.acc_seg": 98.85933, "aux.loss_ce": 0.0116, "aux.acc_seg": 98.53101, "loss": 0.03119, "time": 0.5287}
{"mode": "train", "epoch": 10, "iter": 37900, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.02075, "decode.acc_seg": 99.22666, "aux.loss_ce": 0.01162, "aux.acc_seg": 98.92104, "loss": 0.03238, "time": 0.48203}
{"mode": "train", "epoch": 10, "iter": 37950, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.01805, "decode.acc_seg": 99.09738, "aux.loss_ce": 0.0102, "aux.acc_seg": 98.81489, "loss": 0.02825, "time": 0.48123}
{"mode": "train", "epoch": 10, "iter": 38000, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.02188, "decode.acc_seg": 99.12602, "aux.loss_ce": 0.01292, "aux.acc_seg": 98.72558, "loss": 0.0348, "time": 0.48098}
{"mode": "train", "epoch": 10, "iter": 38050, "lr": 1e-05, "memory": 27123, "data_time": 0.00624, "decode.loss_ce": 0.02277, "decode.acc_seg": 98.89874, "aux.loss_ce": 0.0129, "aux.acc_seg": 98.57287, "loss": 0.03567, "time": 0.48156}
{"mode": "train", "epoch": 10, "iter": 38100, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02204, "decode.acc_seg": 98.96261, "aux.loss_ce": 0.01233, "aux.acc_seg": 98.65417, "loss": 0.03437, "time": 0.48122}
{"mode": "train", "epoch": 10, "iter": 38150, "lr": 1e-05, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 0.0191, "decode.acc_seg": 98.81242, "aux.loss_ce": 0.01116, "aux.acc_seg": 98.49829, "loss": 0.03026, "time": 0.48293}
{"mode": "train", "epoch": 10, "iter": 38200, "lr": 1e-05, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 0.01923, "decode.acc_seg": 98.91471, "aux.loss_ce": 0.01084, "aux.acc_seg": 98.61992, "loss": 0.03008, "time": 0.48168}
{"mode": "train", "epoch": 10, "iter": 38250, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.02596, "decode.acc_seg": 98.66021, "aux.loss_ce": 0.01476, "aux.acc_seg": 98.30529, "loss": 0.04072, "time": 0.48266}
{"mode": "train", "epoch": 10, "iter": 38300, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.02476, "decode.acc_seg": 99.02538, "aux.loss_ce": 0.01374, "aux.acc_seg": 98.70686, "loss": 0.0385, "time": 0.48162}
{"mode": "train", "epoch": 10, "iter": 38350, "lr": 1e-05, "memory": 27123, "data_time": 0.00607, "decode.loss_ce": 0.02218, "decode.acc_seg": 98.96955, "aux.loss_ce": 0.01329, "aux.acc_seg": 98.56191, "loss": 0.03547, "time": 0.48202}
{"mode": "train", "epoch": 10, "iter": 38400, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.01975, "decode.acc_seg": 99.2117, "aux.loss_ce": 0.01143, "aux.acc_seg": 98.87637, "loss": 0.03118, "time": 0.48201}
{"mode": "train", "epoch": 10, "iter": 38450, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.01926, "decode.acc_seg": 98.91194, "aux.loss_ce": 0.01124, "aux.acc_seg": 98.60221, "loss": 0.0305, "time": 0.48208}
{"mode": "train", "epoch": 10, "iter": 38500, "lr": 1e-05, "memory": 27123, "data_time": 0.00646, "decode.loss_ce": 0.01888, "decode.acc_seg": 98.96843, "aux.loss_ce": 0.01065, "aux.acc_seg": 98.71808, "loss": 0.02953, "time": 0.48152}
{"mode": "train", "epoch": 10, "iter": 38550, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.01738, "decode.acc_seg": 99.07848, "aux.loss_ce": 0.01011, "aux.acc_seg": 98.78205, "loss": 0.02749, "time": 0.48113}
{"mode": "train", "epoch": 10, "iter": 38600, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.01993, "decode.acc_seg": 98.91642, "aux.loss_ce": 0.01189, "aux.acc_seg": 98.60525, "loss": 0.03182, "time": 0.4826}
{"mode": "train", "epoch": 10, "iter": 38650, "lr": 1e-05, "memory": 27123, "data_time": 0.00751, "decode.loss_ce": 0.02314, "decode.acc_seg": 98.57356, "aux.loss_ce": 0.01332, "aux.acc_seg": 98.21435, "loss": 0.03646, "time": 0.48361}
{"mode": "train", "epoch": 10, "iter": 38700, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.02005, "decode.acc_seg": 99.03934, "aux.loss_ce": 0.0118, "aux.acc_seg": 98.68794, "loss": 0.03185, "time": 0.48184}
{"mode": "train", "epoch": 10, "iter": 38750, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.02078, "decode.acc_seg": 98.95068, "aux.loss_ce": 0.01204, "aux.acc_seg": 98.60405, "loss": 0.03282, "time": 0.48159}
{"mode": "train", "epoch": 10, "iter": 38800, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02386, "decode.acc_seg": 98.65328, "aux.loss_ce": 0.01271, "aux.acc_seg": 98.3685, "loss": 0.03657, "time": 0.48159}
{"mode": "train", "epoch": 10, "iter": 38850, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02677, "decode.acc_seg": 98.88761, "aux.loss_ce": 0.01503, "aux.acc_seg": 98.51531, "loss": 0.0418, "time": 0.48186}
{"mode": "train", "epoch": 10, "iter": 38900, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.02723, "decode.acc_seg": 98.61302, "aux.loss_ce": 0.01453, "aux.acc_seg": 98.4218, "loss": 0.04176, "time": 0.48214}
{"mode": "train", "epoch": 10, "iter": 38950, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.02336, "decode.acc_seg": 98.74319, "aux.loss_ce": 0.0128, "aux.acc_seg": 98.42855, "loss": 0.03616, "time": 0.48254}
{"mode": "train", "epoch": 10, "iter": 39000, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.02137, "decode.acc_seg": 99.05081, "aux.loss_ce": 0.01208, "aux.acc_seg": 98.72379, "loss": 0.03345, "time": 0.48248}
{"mode": "train", "epoch": 10, "iter": 39050, "lr": 1e-05, "memory": 27123, "data_time": 0.00642, "decode.loss_ce": 0.02057, "decode.acc_seg": 98.56206, "aux.loss_ce": 0.01173, "aux.acc_seg": 98.26655, "loss": 0.0323, "time": 0.48431}
{"mode": "train", "epoch": 10, "iter": 39100, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.02156, "decode.acc_seg": 98.83835, "aux.loss_ce": 0.01153, "aux.acc_seg": 98.5789, "loss": 0.03309, "time": 0.48267}
{"mode": "train", "epoch": 10, "iter": 39150, "lr": 1e-05, "memory": 27123, "data_time": 0.00641, "decode.loss_ce": 0.02095, "decode.acc_seg": 98.48721, "aux.loss_ce": 0.01186, "aux.acc_seg": 98.17911, "loss": 0.03281, "time": 0.48252}
{"mode": "train", "epoch": 10, "iter": 39200, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.0197, "decode.acc_seg": 98.89757, "aux.loss_ce": 0.01129, "aux.acc_seg": 98.58576, "loss": 0.03099, "time": 0.48194}
{"mode": "train", "epoch": 10, "iter": 39250, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.02121, "decode.acc_seg": 99.13898, "aux.loss_ce": 0.01225, "aux.acc_seg": 98.81624, "loss": 0.03346, "time": 0.48198}
{"mode": "train", "epoch": 10, "iter": 39300, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.02252, "decode.acc_seg": 98.9284, "aux.loss_ce": 0.01309, "aux.acc_seg": 98.56316, "loss": 0.03561, "time": 0.48183}
{"mode": "train", "epoch": 10, "iter": 39350, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.01721, "decode.acc_seg": 99.10764, "aux.loss_ce": 0.01127, "aux.acc_seg": 98.72884, "loss": 0.02848, "time": 0.48161}
{"mode": "train", "epoch": 10, "iter": 39400, "lr": 1e-05, "memory": 27123, "data_time": 0.0064, "decode.loss_ce": 0.02073, "decode.acc_seg": 98.80147, "aux.loss_ce": 0.01239, "aux.acc_seg": 98.45057, "loss": 0.03312, "time": 0.48376}
{"mode": "train", "epoch": 10, "iter": 39450, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.01979, "decode.acc_seg": 98.90876, "aux.loss_ce": 0.0111, "aux.acc_seg": 98.64515, "loss": 0.03089, "time": 0.48205}
{"mode": "train", "epoch": 10, "iter": 39500, "lr": 1e-05, "memory": 27123, "data_time": 0.00675, "decode.loss_ce": 0.01936, "decode.acc_seg": 99.03888, "aux.loss_ce": 0.01035, "aux.acc_seg": 98.79876, "loss": 0.02971, "time": 0.48353}
{"mode": "train", "epoch": 10, "iter": 39550, "lr": 1e-05, "memory": 27123, "data_time": 0.00635, "decode.loss_ce": 0.02122, "decode.acc_seg": 99.11407, "aux.loss_ce": 0.01156, "aux.acc_seg": 98.8391, "loss": 0.03278, "time": 0.48216}
{"mode": "train", "epoch": 10, "iter": 39600, "lr": 1e-05, "memory": 27123, "data_time": 0.00629, "decode.loss_ce": 0.01735, "decode.acc_seg": 99.01848, "aux.loss_ce": 0.00978, "aux.acc_seg": 98.78584, "loss": 0.02713, "time": 0.48315}
{"mode": "train", "epoch": 10, "iter": 39650, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.02283, "decode.acc_seg": 98.85736, "aux.loss_ce": 0.01261, "aux.acc_seg": 98.56367, "loss": 0.03544, "time": 0.48104}
{"mode": "train", "epoch": 10, "iter": 39700, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.024, "decode.acc_seg": 98.86751, "aux.loss_ce": 0.0124, "aux.acc_seg": 98.62222, "loss": 0.03639, "time": 0.48237}
{"mode": "train", "epoch": 10, "iter": 39750, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.02033, "decode.acc_seg": 98.88821, "aux.loss_ce": 0.01116, "aux.acc_seg": 98.59928, "loss": 0.0315, "time": 0.48361}
{"mode": "train", "epoch": 10, "iter": 39800, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.02269, "decode.acc_seg": 98.87334, "aux.loss_ce": 0.0126, "aux.acc_seg": 98.56676, "loss": 0.03529, "time": 0.48195}
{"mode": "train", "epoch": 10, "iter": 39850, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.02101, "decode.acc_seg": 98.92213, "aux.loss_ce": 0.01203, "aux.acc_seg": 98.6049, "loss": 0.03305, "time": 0.48253}
{"mode": "train", "epoch": 10, "iter": 39900, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.02357, "decode.acc_seg": 99.03585, "aux.loss_ce": 0.0134, "aux.acc_seg": 98.65907, "loss": 0.03696, "time": 0.48359}
{"mode": "train", "epoch": 10, "iter": 39950, "lr": 1e-05, "memory": 27123, "data_time": 0.00638, "decode.loss_ce": 0.01899, "decode.acc_seg": 99.105, "aux.loss_ce": 0.01099, "aux.acc_seg": 98.83093, "loss": 0.02998, "time": 0.48396}
{"mode": "train", "epoch": 10, "iter": 40000, "lr": 1e-05, "memory": 27123, "data_time": 0.00646, "decode.loss_ce": 0.02234, "decode.acc_seg": 98.73884, "aux.loss_ce": 0.01238, "aux.acc_seg": 98.43661, "loss": 0.03473, "time": 0.48145}
{"mode": "train", "epoch": 10, "iter": 40050, "lr": 1e-05, "memory": 27123, "data_time": 0.00647, "decode.loss_ce": 0.023, "decode.acc_seg": 98.7222, "aux.loss_ce": 0.01355, "aux.acc_seg": 98.31854, "loss": 0.03655, "time": 0.48286}
{"mode": "train", "epoch": 10, "iter": 40100, "lr": 1e-05, "memory": 27123, "data_time": 0.00642, "decode.loss_ce": 0.02093, "decode.acc_seg": 98.8206, "aux.loss_ce": 0.01158, "aux.acc_seg": 98.56957, "loss": 0.03251, "time": 0.48173}
{"mode": "train", "epoch": 10, "iter": 40150, "lr": 1e-05, "memory": 27123, "data_time": 0.00642, "decode.loss_ce": 0.01797, "decode.acc_seg": 99.04735, "aux.loss_ce": 0.01032, "aux.acc_seg": 98.7523, "loss": 0.02829, "time": 0.48363}
{"mode": "train", "epoch": 10, "iter": 40200, "lr": 1e-05, "memory": 27123, "data_time": 0.00648, "decode.loss_ce": 0.0192, "decode.acc_seg": 98.83878, "aux.loss_ce": 0.01089, "aux.acc_seg": 98.53513, "loss": 0.03009, "time": 0.48164}
{"mode": "train", "epoch": 10, "iter": 40250, "lr": 1e-05, "memory": 27123, "data_time": 0.00634, "decode.loss_ce": 0.01848, "decode.acc_seg": 99.01389, "aux.loss_ce": 0.01137, "aux.acc_seg": 98.62254, "loss": 0.02985, "time": 0.48331}
{"mode": "train", "epoch": 10, "iter": 40300, "lr": 1e-05, "memory": 27123, "data_time": 0.0065, "decode.loss_ce": 0.01754, "decode.acc_seg": 98.87689, "aux.loss_ce": 0.01065, "aux.acc_seg": 98.57252, "loss": 0.02819, "time": 0.48281}
{"mode": "train", "epoch": 10, "iter": 40350, "lr": 1e-05, "memory": 27123, "data_time": 0.00649, "decode.loss_ce": 0.0207, "decode.acc_seg": 99.27065, "aux.loss_ce": 0.01254, "aux.acc_seg": 98.92713, "loss": 0.03324, "time": 0.48214}
{"mode": "train", "epoch": 10, "iter": 40400, "lr": 1e-05, "memory": 27123, "data_time": 0.00628, "decode.loss_ce": 0.01759, "decode.acc_seg": 99.04469, "aux.loss_ce": 0.00998, "aux.acc_seg": 98.82833, "loss": 0.02757, "time": 0.48195}
{"mode": "train", "epoch": 10, "iter": 40450, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.01968, "decode.acc_seg": 98.92583, "aux.loss_ce": 0.01121, "aux.acc_seg": 98.59811, "loss": 0.03089, "time": 0.4837}
{"mode": "train", "epoch": 10, "iter": 40500, "lr": 1e-05, "memory": 27123, "data_time": 0.00639, "decode.loss_ce": 0.02093, "decode.acc_seg": 98.62016, "aux.loss_ce": 0.01125, "aux.acc_seg": 98.35029, "loss": 0.03218, "time": 0.48134}
{"mode": "train", "epoch": 10, "iter": 40550, "lr": 1e-05, "memory": 27123, "data_time": 0.00643, "decode.loss_ce": 0.01711, "decode.acc_seg": 99.19037, "aux.loss_ce": 0.00975, "aux.acc_seg": 98.95459, "loss": 0.02686, "time": 0.48371}
{"mode": "train", "epoch": 10, "iter": 40600, "lr": 1e-05, "memory": 27123, "data_time": 0.00641, "decode.loss_ce": 0.01919, "decode.acc_seg": 99.10797, "aux.loss_ce": 0.0111, "aux.acc_seg": 98.80946, "loss": 0.03029, "time": 0.48217}
{"mode": "train", "epoch": 10, "iter": 40650, "lr": 1e-05, "memory": 27123, "data_time": 0.00632, "decode.loss_ce": 0.01943, "decode.acc_seg": 98.90095, "aux.loss_ce": 0.01105, "aux.acc_seg": 98.62259, "loss": 0.03048, "time": 0.48399}
{"mode": "train", "epoch": 10, "iter": 40700, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.02017, "decode.acc_seg": 99.05891, "aux.loss_ce": 0.01151, "aux.acc_seg": 98.753, "loss": 0.03167, "time": 0.48109}
{"mode": "train", "epoch": 10, "iter": 40750, "lr": 1e-05, "memory": 27123, "data_time": 0.00635, "decode.loss_ce": 0.01985, "decode.acc_seg": 99.21363, "aux.loss_ce": 0.01139, "aux.acc_seg": 98.92128, "loss": 0.03124, "time": 0.48207}
{"mode": "train", "epoch": 10, "iter": 40800, "lr": 1e-05, "memory": 27123, "data_time": 0.00647, "decode.loss_ce": 0.02038, "decode.acc_seg": 99.08456, "aux.loss_ce": 0.0117, "aux.acc_seg": 98.78061, "loss": 0.03209, "time": 0.48233}
{"mode": "train", "epoch": 10, "iter": 40850, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.01773, "decode.acc_seg": 99.31138, "aux.loss_ce": 0.01076, "aux.acc_seg": 98.98378, "loss": 0.02849, "time": 0.48185}
{"mode": "train", "epoch": 10, "iter": 40900, "lr": 1e-05, "memory": 27123, "data_time": 0.00642, "decode.loss_ce": 0.02027, "decode.acc_seg": 99.06316, "aux.loss_ce": 0.01093, "aux.acc_seg": 98.83808, "loss": 0.0312, "time": 0.48289}
{"mode": "train", "epoch": 10, "iter": 40950, "lr": 1e-05, "memory": 27123, "data_time": 0.00624, "decode.loss_ce": 0.02356, "decode.acc_seg": 98.93859, "aux.loss_ce": 0.014, "aux.acc_seg": 98.5239, "loss": 0.03756, "time": 0.48229}
{"mode": "train", "epoch": 10, "iter": 41000, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.026, "decode.acc_seg": 98.67236, "aux.loss_ce": 0.01567, "aux.acc_seg": 98.24756, "loss": 0.04167, "time": 0.4821}
{"mode": "train", "epoch": 10, "iter": 41050, "lr": 1e-05, "memory": 27123, "data_time": 0.00644, "decode.loss_ce": 0.02243, "decode.acc_seg": 98.89146, "aux.loss_ce": 0.01277, "aux.acc_seg": 98.57228, "loss": 0.0352, "time": 0.4836}
{"mode": "train", "epoch": 10, "iter": 41100, "lr": 1e-05, "memory": 27123, "data_time": 0.00628, "decode.loss_ce": 0.01996, "decode.acc_seg": 98.67571, "aux.loss_ce": 0.01208, "aux.acc_seg": 98.3139, "loss": 0.03204, "time": 0.48198}
{"mode": "train", "epoch": 10, "iter": 41150, "lr": 1e-05, "memory": 27123, "data_time": 0.0074, "decode.loss_ce": 0.02372, "decode.acc_seg": 98.85736, "aux.loss_ce": 0.01301, "aux.acc_seg": 98.54703, "loss": 0.03673, "time": 0.48364}
{"mode": "train", "epoch": 10, "iter": 41200, "lr": 1e-05, "memory": 27123, "data_time": 0.00635, "decode.loss_ce": 0.01952, "decode.acc_seg": 99.02492, "aux.loss_ce": 0.01064, "aux.acc_seg": 98.7857, "loss": 0.03017, "time": 0.48419}
{"mode": "train", "epoch": 10, "iter": 41250, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.0235, "decode.acc_seg": 98.86558, "aux.loss_ce": 0.01273, "aux.acc_seg": 98.56304, "loss": 0.03623, "time": 0.4816}
{"mode": "train", "epoch": 10, "iter": 41300, "lr": 1e-05, "memory": 27123, "data_time": 0.00633, "decode.loss_ce": 0.01928, "decode.acc_seg": 98.89941, "aux.loss_ce": 0.01154, "aux.acc_seg": 98.53325, "loss": 0.03082, "time": 0.48182}
{"mode": "train", "epoch": 10, "iter": 41350, "lr": 1e-05, "memory": 27123, "data_time": 0.00645, "decode.loss_ce": 0.0202, "decode.acc_seg": 99.02462, "aux.loss_ce": 0.01181, "aux.acc_seg": 98.68179, "loss": 0.03201, "time": 0.48166}
{"mode": "train", "epoch": 10, "iter": 41400, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.02098, "decode.acc_seg": 98.9753, "aux.loss_ce": 0.01234, "aux.acc_seg": 98.63678, "loss": 0.03332, "time": 0.48253}
{"mode": "train", "epoch": 10, "iter": 41450, "lr": 1e-05, "memory": 27123, "data_time": 0.00633, "decode.loss_ce": 0.01872, "decode.acc_seg": 98.67184, "aux.loss_ce": 0.01158, "aux.acc_seg": 98.37098, "loss": 0.0303, "time": 0.48144}
{"mode": "train", "epoch": 10, "iter": 41500, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.02289, "decode.acc_seg": 98.85816, "aux.loss_ce": 0.01289, "aux.acc_seg": 98.54744, "loss": 0.03579, "time": 0.483}
{"mode": "train", "epoch": 10, "iter": 41550, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.02327, "decode.acc_seg": 99.03276, "aux.loss_ce": 0.01348, "aux.acc_seg": 98.65821, "loss": 0.03675, "time": 0.48204}
{"mode": "train", "epoch": 10, "iter": 41600, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.02157, "decode.acc_seg": 98.85499, "aux.loss_ce": 0.0123, "aux.acc_seg": 98.53429, "loss": 0.03387, "time": 0.48091}
{"mode": "train", "epoch": 10, "iter": 41650, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.02114, "decode.acc_seg": 98.88441, "aux.loss_ce": 0.0122, "aux.acc_seg": 98.57677, "loss": 0.03334, "time": 0.48165}
{"mode": "train", "epoch": 10, "iter": 41700, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02776, "decode.acc_seg": 98.65263, "aux.loss_ce": 0.01701, "aux.acc_seg": 98.27657, "loss": 0.04478, "time": 0.48359}
{"mode": "train", "epoch": 10, "iter": 41750, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.02097, "decode.acc_seg": 99.095, "aux.loss_ce": 0.01192, "aux.acc_seg": 98.82978, "loss": 0.03289, "time": 0.48365}
{"mode": "train", "epoch": 10, "iter": 41800, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02202, "decode.acc_seg": 99.08585, "aux.loss_ce": 0.01279, "aux.acc_seg": 98.71436, "loss": 0.03481, "time": 0.483}
{"mode": "train", "epoch": 10, "iter": 41850, "lr": 1e-05, "memory": 27123, "data_time": 0.00639, "decode.loss_ce": 0.01966, "decode.acc_seg": 99.02697, "aux.loss_ce": 0.01135, "aux.acc_seg": 98.73599, "loss": 0.03102, "time": 0.48211}
{"mode": "train", "epoch": 10, "iter": 41900, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.01872, "decode.acc_seg": 98.27789, "aux.loss_ce": 0.01092, "aux.acc_seg": 97.98244, "loss": 0.02964, "time": 0.48289}
{"mode": "train", "epoch": 10, "iter": 41950, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.01902, "decode.acc_seg": 99.12785, "aux.loss_ce": 0.01085, "aux.acc_seg": 98.84432, "loss": 0.02987, "time": 0.48196}
{"mode": "train", "epoch": 10, "iter": 42000, "lr": 1e-05, "memory": 27123, "data_time": 0.00613, "decode.loss_ce": 0.02085, "decode.acc_seg": 98.97649, "aux.loss_ce": 0.01159, "aux.acc_seg": 98.70573, "loss": 0.03244, "time": 0.48128}
{"mode": "train", "epoch": 11, "iter": 42050, "lr": 1e-05, "memory": 27123, "data_time": 0.05151, "decode.loss_ce": 0.02159, "decode.acc_seg": 98.88534, "aux.loss_ce": 0.01218, "aux.acc_seg": 98.55917, "loss": 0.03378, "time": 0.52727}
{"mode": "train", "epoch": 11, "iter": 42100, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.02014, "decode.acc_seg": 98.91763, "aux.loss_ce": 0.01152, "aux.acc_seg": 98.62836, "loss": 0.03166, "time": 0.48163}
{"mode": "train", "epoch": 11, "iter": 42150, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.02224, "decode.acc_seg": 99.03424, "aux.loss_ce": 0.01294, "aux.acc_seg": 98.65649, "loss": 0.03518, "time": 0.48124}
{"mode": "train", "epoch": 11, "iter": 42200, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.02044, "decode.acc_seg": 98.69972, "aux.loss_ce": 0.01217, "aux.acc_seg": 98.32691, "loss": 0.03261, "time": 0.48219}
{"mode": "train", "epoch": 11, "iter": 42250, "lr": 1e-05, "memory": 27123, "data_time": 0.00631, "decode.loss_ce": 0.01742, "decode.acc_seg": 99.18639, "aux.loss_ce": 0.01049, "aux.acc_seg": 98.86545, "loss": 0.0279, "time": 0.48245}
{"mode": "train", "epoch": 11, "iter": 42300, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.01782, "decode.acc_seg": 99.09951, "aux.loss_ce": 0.01055, "aux.acc_seg": 98.79523, "loss": 0.02837, "time": 0.48154}
{"mode": "train", "epoch": 11, "iter": 42350, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.01948, "decode.acc_seg": 99.27163, "aux.loss_ce": 0.01158, "aux.acc_seg": 98.92632, "loss": 0.03106, "time": 0.48331}
{"mode": "train", "epoch": 11, "iter": 42400, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.01716, "decode.acc_seg": 98.70104, "aux.loss_ce": 0.01063, "aux.acc_seg": 98.36818, "loss": 0.02779, "time": 0.48119}
{"mode": "train", "epoch": 11, "iter": 42450, "lr": 1e-05, "memory": 27123, "data_time": 0.0064, "decode.loss_ce": 0.01858, "decode.acc_seg": 98.91971, "aux.loss_ce": 0.0116, "aux.acc_seg": 98.57197, "loss": 0.03018, "time": 0.48136}
{"mode": "train", "epoch": 11, "iter": 42500, "lr": 1e-05, "memory": 27123, "data_time": 0.00675, "decode.loss_ce": 0.01982, "decode.acc_seg": 98.83784, "aux.loss_ce": 0.01117, "aux.acc_seg": 98.52511, "loss": 0.03099, "time": 0.48295}
{"mode": "train", "epoch": 11, "iter": 42550, "lr": 1e-05, "memory": 27123, "data_time": 0.00686, "decode.loss_ce": 0.02009, "decode.acc_seg": 99.14042, "aux.loss_ce": 0.01161, "aux.acc_seg": 98.8452, "loss": 0.0317, "time": 0.48345}
{"mode": "train", "epoch": 11, "iter": 42600, "lr": 1e-05, "memory": 27123, "data_time": 0.00696, "decode.loss_ce": 0.02111, "decode.acc_seg": 99.02949, "aux.loss_ce": 0.01211, "aux.acc_seg": 98.71883, "loss": 0.03322, "time": 0.48207}
{"mode": "train", "epoch": 11, "iter": 42650, "lr": 1e-05, "memory": 27123, "data_time": 0.00669, "decode.loss_ce": 0.01642, "decode.acc_seg": 99.07901, "aux.loss_ce": 0.01016, "aux.acc_seg": 98.78479, "loss": 0.02657, "time": 0.48274}
{"mode": "train", "epoch": 11, "iter": 42700, "lr": 1e-05, "memory": 27123, "data_time": 0.00675, "decode.loss_ce": 0.02145, "decode.acc_seg": 98.67727, "aux.loss_ce": 0.0123, "aux.acc_seg": 98.36754, "loss": 0.03375, "time": 0.48319}
{"mode": "train", "epoch": 11, "iter": 42750, "lr": 1e-05, "memory": 27123, "data_time": 0.00683, "decode.loss_ce": 0.0269, "decode.acc_seg": 98.79419, "aux.loss_ce": 0.0146, "aux.acc_seg": 98.50964, "loss": 0.0415, "time": 0.48268}
{"mode": "train", "epoch": 11, "iter": 42800, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.02296, "decode.acc_seg": 98.95043, "aux.loss_ce": 0.01331, "aux.acc_seg": 98.60253, "loss": 0.03627, "time": 0.48368}
{"mode": "train", "epoch": 11, "iter": 42850, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.0235, "decode.acc_seg": 99.01881, "aux.loss_ce": 0.01322, "aux.acc_seg": 98.70691, "loss": 0.03671, "time": 0.48237}
{"mode": "train", "epoch": 11, "iter": 42900, "lr": 1e-05, "memory": 27123, "data_time": 0.00698, "decode.loss_ce": 0.01904, "decode.acc_seg": 98.85559, "aux.loss_ce": 0.0108, "aux.acc_seg": 98.58634, "loss": 0.02983, "time": 0.48345}
{"mode": "train", "epoch": 11, "iter": 42950, "lr": 1e-05, "memory": 27123, "data_time": 0.00646, "decode.loss_ce": 0.0183, "decode.acc_seg": 99.11208, "aux.loss_ce": 0.01093, "aux.acc_seg": 98.78677, "loss": 0.02922, "time": 0.48217}
{"mode": "train", "epoch": 11, "iter": 43000, "lr": 1e-05, "memory": 27123, "data_time": 0.0065, "decode.loss_ce": 0.02323, "decode.acc_seg": 98.76286, "aux.loss_ce": 0.01495, "aux.acc_seg": 98.23621, "loss": 0.03818, "time": 0.48285}
{"mode": "train", "epoch": 11, "iter": 43050, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.02009, "decode.acc_seg": 99.21747, "aux.loss_ce": 0.01192, "aux.acc_seg": 98.87764, "loss": 0.03201, "time": 0.48351}
{"mode": "train", "epoch": 11, "iter": 43100, "lr": 1e-05, "memory": 27123, "data_time": 0.00652, "decode.loss_ce": 0.02192, "decode.acc_seg": 98.86065, "aux.loss_ce": 0.01268, "aux.acc_seg": 98.50974, "loss": 0.0346, "time": 0.48337}
{"mode": "train", "epoch": 11, "iter": 43150, "lr": 1e-05, "memory": 27123, "data_time": 0.00646, "decode.loss_ce": 0.01707, "decode.acc_seg": 98.83648, "aux.loss_ce": 0.00962, "aux.acc_seg": 98.58274, "loss": 0.02669, "time": 0.48336}
{"mode": "train", "epoch": 11, "iter": 43200, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.02258, "decode.acc_seg": 98.96663, "aux.loss_ce": 0.01217, "aux.acc_seg": 98.65429, "loss": 0.03475, "time": 0.48322}
{"mode": "train", "epoch": 11, "iter": 43250, "lr": 1e-05, "memory": 27123, "data_time": 0.00647, "decode.loss_ce": 0.01998, "decode.acc_seg": 98.95232, "aux.loss_ce": 0.01292, "aux.acc_seg": 98.55708, "loss": 0.03291, "time": 0.48258}
{"mode": "train", "epoch": 11, "iter": 43300, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.01968, "decode.acc_seg": 99.07768, "aux.loss_ce": 0.01223, "aux.acc_seg": 98.68928, "loss": 0.03191, "time": 0.48228}
{"mode": "train", "epoch": 11, "iter": 43350, "lr": 1e-05, "memory": 27123, "data_time": 0.00641, "decode.loss_ce": 0.02021, "decode.acc_seg": 99.1905, "aux.loss_ce": 0.01197, "aux.acc_seg": 98.83015, "loss": 0.03218, "time": 0.48239}
{"mode": "train", "epoch": 11, "iter": 43400, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.02286, "decode.acc_seg": 98.78876, "aux.loss_ce": 0.01337, "aux.acc_seg": 98.41581, "loss": 0.03623, "time": 0.48335}
{"mode": "train", "epoch": 11, "iter": 43450, "lr": 1e-05, "memory": 27123, "data_time": 0.00648, "decode.loss_ce": 0.01751, "decode.acc_seg": 99.25185, "aux.loss_ce": 0.00946, "aux.acc_seg": 99.08311, "loss": 0.02697, "time": 0.48193}
{"mode": "train", "epoch": 11, "iter": 43500, "lr": 1e-05, "memory": 27123, "data_time": 0.00651, "decode.loss_ce": 0.02088, "decode.acc_seg": 98.73246, "aux.loss_ce": 0.01246, "aux.acc_seg": 98.39659, "loss": 0.03333, "time": 0.48278}
{"mode": "train", "epoch": 11, "iter": 43550, "lr": 1e-05, "memory": 27123, "data_time": 0.00626, "decode.loss_ce": 0.01825, "decode.acc_seg": 98.93659, "aux.loss_ce": 0.01071, "aux.acc_seg": 98.64969, "loss": 0.02896, "time": 0.48241}
{"mode": "train", "epoch": 11, "iter": 43600, "lr": 1e-05, "memory": 27123, "data_time": 0.00629, "decode.loss_ce": 0.0162, "decode.acc_seg": 99.08363, "aux.loss_ce": 0.00941, "aux.acc_seg": 98.81342, "loss": 0.0256, "time": 0.48391}
{"mode": "train", "epoch": 11, "iter": 43650, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.01704, "decode.acc_seg": 98.97263, "aux.loss_ce": 0.0101, "aux.acc_seg": 98.67754, "loss": 0.02714, "time": 0.48229}
{"mode": "train", "epoch": 11, "iter": 43700, "lr": 1e-05, "memory": 27123, "data_time": 0.00629, "decode.loss_ce": 0.02249, "decode.acc_seg": 99.1578, "aux.loss_ce": 0.01287, "aux.acc_seg": 98.81518, "loss": 0.03536, "time": 0.4819}
{"mode": "train", "epoch": 11, "iter": 43750, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.02414, "decode.acc_seg": 98.58111, "aux.loss_ce": 0.01357, "aux.acc_seg": 98.21209, "loss": 0.0377, "time": 0.48179}
{"mode": "train", "epoch": 11, "iter": 43800, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.02728, "decode.acc_seg": 98.77799, "aux.loss_ce": 0.01429, "aux.acc_seg": 98.41125, "loss": 0.04157, "time": 0.48124}
{"mode": "train", "epoch": 11, "iter": 43850, "lr": 1e-05, "memory": 27123, "data_time": 0.0063, "decode.loss_ce": 0.01943, "decode.acc_seg": 99.1466, "aux.loss_ce": 0.01069, "aux.acc_seg": 98.89818, "loss": 0.03012, "time": 0.48206}
{"mode": "train", "epoch": 11, "iter": 43900, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.01927, "decode.acc_seg": 99.24916, "aux.loss_ce": 0.01137, "aux.acc_seg": 98.91452, "loss": 0.03064, "time": 0.4836}
{"mode": "train", "epoch": 11, "iter": 43950, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.01869, "decode.acc_seg": 99.13415, "aux.loss_ce": 0.01131, "aux.acc_seg": 98.78539, "loss": 0.02999, "time": 0.48246}
{"mode": "train", "epoch": 11, "iter": 44000, "lr": 1e-05, "memory": 27123, "data_time": 0.00625, "decode.loss_ce": 0.01919, "decode.acc_seg": 99.07002, "aux.loss_ce": 0.01114, "aux.acc_seg": 98.74855, "loss": 0.03032, "time": 0.48173}
{"mode": "train", "epoch": 11, "iter": 44050, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.02114, "decode.acc_seg": 99.04751, "aux.loss_ce": 0.01206, "aux.acc_seg": 98.73384, "loss": 0.03319, "time": 0.4816}
{"mode": "train", "epoch": 11, "iter": 44100, "lr": 1e-05, "memory": 27123, "data_time": 0.00598, "decode.loss_ce": 0.01735, "decode.acc_seg": 98.98836, "aux.loss_ce": 0.0098, "aux.acc_seg": 98.71767, "loss": 0.02714, "time": 0.48188}
{"mode": "train", "epoch": 11, "iter": 44150, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.02076, "decode.acc_seg": 98.54732, "aux.loss_ce": 0.01199, "aux.acc_seg": 98.21888, "loss": 0.03276, "time": 0.48249}
{"mode": "train", "epoch": 11, "iter": 44200, "lr": 1e-05, "memory": 27123, "data_time": 0.00584, "decode.loss_ce": 0.02122, "decode.acc_seg": 98.91526, "aux.loss_ce": 0.01251, "aux.acc_seg": 98.5318, "loss": 0.03373, "time": 0.48251}
{"mode": "train", "epoch": 11, "iter": 44250, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.01739, "decode.acc_seg": 98.95821, "aux.loss_ce": 0.01053, "aux.acc_seg": 98.6387, "loss": 0.02792, "time": 0.48184}
{"mode": "train", "epoch": 11, "iter": 44300, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.02128, "decode.acc_seg": 98.74782, "aux.loss_ce": 0.01259, "aux.acc_seg": 98.36133, "loss": 0.03387, "time": 0.48076}
{"mode": "train", "epoch": 11, "iter": 44350, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.02001, "decode.acc_seg": 99.25935, "aux.loss_ce": 0.01174, "aux.acc_seg": 98.9462, "loss": 0.03175, "time": 0.48213}
{"mode": "train", "epoch": 11, "iter": 44400, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.0162, "decode.acc_seg": 98.82409, "aux.loss_ce": 0.00932, "aux.acc_seg": 98.566, "loss": 0.02552, "time": 0.4811}
{"mode": "train", "epoch": 11, "iter": 44450, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.01808, "decode.acc_seg": 98.98642, "aux.loss_ce": 0.01088, "aux.acc_seg": 98.65074, "loss": 0.02896, "time": 0.48236}
{"mode": "train", "epoch": 11, "iter": 44500, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.02398, "decode.acc_seg": 98.67465, "aux.loss_ce": 0.01394, "aux.acc_seg": 98.27266, "loss": 0.03791, "time": 0.48296}
{"mode": "train", "epoch": 11, "iter": 44550, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.01885, "decode.acc_seg": 99.23058, "aux.loss_ce": 0.01125, "aux.acc_seg": 98.89259, "loss": 0.0301, "time": 0.48184}
{"mode": "train", "epoch": 11, "iter": 44600, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.02042, "decode.acc_seg": 99.14444, "aux.loss_ce": 0.01206, "aux.acc_seg": 98.79318, "loss": 0.03248, "time": 0.48186}
{"mode": "train", "epoch": 11, "iter": 44650, "lr": 1e-05, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 0.01769, "decode.acc_seg": 99.15514, "aux.loss_ce": 0.01024, "aux.acc_seg": 98.88671, "loss": 0.02793, "time": 0.48107}
{"mode": "train", "epoch": 11, "iter": 44700, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.0227, "decode.acc_seg": 98.79482, "aux.loss_ce": 0.01353, "aux.acc_seg": 98.376, "loss": 0.03623, "time": 0.48122}
{"mode": "train", "epoch": 11, "iter": 44750, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.01913, "decode.acc_seg": 99.01967, "aux.loss_ce": 0.01062, "aux.acc_seg": 98.7717, "loss": 0.02975, "time": 0.48192}
{"mode": "train", "epoch": 11, "iter": 44800, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.01978, "decode.acc_seg": 98.87955, "aux.loss_ce": 0.01187, "aux.acc_seg": 98.53733, "loss": 0.03165, "time": 0.48316}
{"mode": "train", "epoch": 11, "iter": 44850, "lr": 1e-05, "memory": 27123, "data_time": 0.00633, "decode.loss_ce": 0.01829, "decode.acc_seg": 99.31813, "aux.loss_ce": 0.01097, "aux.acc_seg": 98.98479, "loss": 0.02926, "time": 0.48245}
{"mode": "train", "epoch": 11, "iter": 44900, "lr": 1e-05, "memory": 27123, "data_time": 0.00638, "decode.loss_ce": 0.01943, "decode.acc_seg": 98.61466, "aux.loss_ce": 0.01134, "aux.acc_seg": 98.27574, "loss": 0.03077, "time": 0.48265}
{"mode": "train", "epoch": 11, "iter": 44950, "lr": 1e-05, "memory": 27123, "data_time": 0.00586, "decode.loss_ce": 0.01922, "decode.acc_seg": 98.8412, "aux.loss_ce": 0.01131, "aux.acc_seg": 98.50852, "loss": 0.03054, "time": 0.48181}
{"mode": "train", "epoch": 11, "iter": 45000, "lr": 1e-05, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 0.01626, "decode.acc_seg": 99.4189, "aux.loss_ce": 0.00961, "aux.acc_seg": 99.15287, "loss": 0.02588, "time": 0.48153}
{"mode": "train", "epoch": 11, "iter": 45050, "lr": 1e-05, "memory": 27123, "data_time": 0.00591, "decode.loss_ce": 0.01989, "decode.acc_seg": 99.1068, "aux.loss_ce": 0.0122, "aux.acc_seg": 98.75318, "loss": 0.03209, "time": 0.48186}
{"mode": "train", "epoch": 11, "iter": 45100, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.01702, "decode.acc_seg": 99.28446, "aux.loss_ce": 0.00987, "aux.acc_seg": 99.02194, "loss": 0.02688, "time": 0.48164}
{"mode": "train", "epoch": 11, "iter": 45150, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.02419, "decode.acc_seg": 99.01061, "aux.loss_ce": 0.014, "aux.acc_seg": 98.63436, "loss": 0.03819, "time": 0.48133}
{"mode": "train", "epoch": 11, "iter": 45200, "lr": 1e-05, "memory": 27123, "data_time": 0.00576, "decode.loss_ce": 0.03307, "decode.acc_seg": 98.43511, "aux.loss_ce": 0.01744, "aux.acc_seg": 98.08332, "loss": 0.05051, "time": 0.48099}
{"mode": "train", "epoch": 11, "iter": 45250, "lr": 1e-05, "memory": 27123, "data_time": 0.00579, "decode.loss_ce": 0.02241, "decode.acc_seg": 98.44345, "aux.loss_ce": 0.01308, "aux.acc_seg": 98.0963, "loss": 0.03549, "time": 0.48183}
{"mode": "train", "epoch": 11, "iter": 45300, "lr": 1e-05, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 0.01832, "decode.acc_seg": 98.78359, "aux.loss_ce": 0.01073, "aux.acc_seg": 98.48478, "loss": 0.02906, "time": 0.48083}
{"mode": "train", "epoch": 11, "iter": 45350, "lr": 1e-05, "memory": 27123, "data_time": 0.00591, "decode.loss_ce": 0.01739, "decode.acc_seg": 98.64074, "aux.loss_ce": 0.00956, "aux.acc_seg": 98.39462, "loss": 0.02695, "time": 0.48215}
{"mode": "train", "epoch": 11, "iter": 45400, "lr": 1e-05, "memory": 27123, "data_time": 0.006, "decode.loss_ce": 0.01863, "decode.acc_seg": 98.79735, "aux.loss_ce": 0.01098, "aux.acc_seg": 98.46848, "loss": 0.0296, "time": 0.482}
{"mode": "train", "epoch": 11, "iter": 45450, "lr": 1e-05, "memory": 27123, "data_time": 0.00588, "decode.loss_ce": 0.01833, "decode.acc_seg": 99.13746, "aux.loss_ce": 0.01044, "aux.acc_seg": 98.85133, "loss": 0.02878, "time": 0.48163}
{"mode": "train", "epoch": 11, "iter": 45500, "lr": 1e-05, "memory": 27123, "data_time": 0.00584, "decode.loss_ce": 0.01867, "decode.acc_seg": 99.03691, "aux.loss_ce": 0.0106, "aux.acc_seg": 98.7408, "loss": 0.02927, "time": 0.48172}
{"mode": "train", "epoch": 11, "iter": 45550, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.01845, "decode.acc_seg": 98.95248, "aux.loss_ce": 0.01081, "aux.acc_seg": 98.65837, "loss": 0.02926, "time": 0.48173}
{"mode": "train", "epoch": 11, "iter": 45600, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.01841, "decode.acc_seg": 98.57278, "aux.loss_ce": 0.01127, "aux.acc_seg": 98.22431, "loss": 0.02969, "time": 0.48037}
{"mode": "train", "epoch": 11, "iter": 45650, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.01882, "decode.acc_seg": 99.12844, "aux.loss_ce": 0.01076, "aux.acc_seg": 98.8443, "loss": 0.02958, "time": 0.48126}
{"mode": "train", "epoch": 11, "iter": 45700, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.01901, "decode.acc_seg": 99.11439, "aux.loss_ce": 0.01123, "aux.acc_seg": 98.76443, "loss": 0.03024, "time": 0.48123}
{"mode": "train", "epoch": 11, "iter": 45750, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.01897, "decode.acc_seg": 99.08038, "aux.loss_ce": 0.01137, "aux.acc_seg": 98.74138, "loss": 0.03034, "time": 0.48129}
{"mode": "train", "epoch": 11, "iter": 45800, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.01818, "decode.acc_seg": 99.06168, "aux.loss_ce": 0.01101, "aux.acc_seg": 98.72693, "loss": 0.0292, "time": 0.48158}
{"mode": "train", "epoch": 11, "iter": 45850, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.01691, "decode.acc_seg": 99.30748, "aux.loss_ce": 0.00984, "aux.acc_seg": 99.02462, "loss": 0.02675, "time": 0.48273}
{"mode": "train", "epoch": 11, "iter": 45900, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.02052, "decode.acc_seg": 98.8215, "aux.loss_ce": 0.01184, "aux.acc_seg": 98.50188, "loss": 0.03236, "time": 0.48139}
{"mode": "train", "epoch": 11, "iter": 45950, "lr": 1e-05, "memory": 27123, "data_time": 0.00578, "decode.loss_ce": 0.01987, "decode.acc_seg": 98.81827, "aux.loss_ce": 0.01178, "aux.acc_seg": 98.46518, "loss": 0.03165, "time": 0.48149}
{"mode": "train", "epoch": 11, "iter": 46000, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.02026, "decode.acc_seg": 99.14504, "aux.loss_ce": 0.01291, "aux.acc_seg": 98.74132, "loss": 0.03318, "time": 0.48185}
{"mode": "train", "epoch": 11, "iter": 46050, "lr": 1e-05, "memory": 27123, "data_time": 0.00582, "decode.loss_ce": 0.0188, "decode.acc_seg": 98.83375, "aux.loss_ce": 0.01136, "aux.acc_seg": 98.48472, "loss": 0.03016, "time": 0.48263}
{"mode": "train", "epoch": 11, "iter": 46100, "lr": 1e-05, "memory": 27123, "data_time": 0.00581, "decode.loss_ce": 0.02323, "decode.acc_seg": 99.07539, "aux.loss_ce": 0.01232, "aux.acc_seg": 98.80338, "loss": 0.03555, "time": 0.48149}
{"mode": "train", "epoch": 11, "iter": 46150, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.01793, "decode.acc_seg": 98.95845, "aux.loss_ce": 0.01015, "aux.acc_seg": 98.71274, "loss": 0.02808, "time": 0.48082}
{"mode": "train", "epoch": 11, "iter": 46200, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.01767, "decode.acc_seg": 99.01172, "aux.loss_ce": 0.01006, "aux.acc_seg": 98.74529, "loss": 0.02773, "time": 0.48244}
{"mode": "train", "epoch": 12, "iter": 46250, "lr": 1e-05, "memory": 27123, "data_time": 0.05098, "decode.loss_ce": 0.01948, "decode.acc_seg": 99.02513, "aux.loss_ce": 0.01124, "aux.acc_seg": 98.68536, "loss": 0.03072, "time": 0.5297}
{"mode": "train", "epoch": 12, "iter": 46300, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.01796, "decode.acc_seg": 99.21961, "aux.loss_ce": 0.01111, "aux.acc_seg": 98.84112, "loss": 0.02908, "time": 0.48241}
{"mode": "train", "epoch": 12, "iter": 46350, "lr": 1e-05, "memory": 27123, "data_time": 0.00602, "decode.loss_ce": 0.01839, "decode.acc_seg": 99.08589, "aux.loss_ce": 0.01119, "aux.acc_seg": 98.72533, "loss": 0.02958, "time": 0.48094}
{"mode": "train", "epoch": 12, "iter": 46400, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.01948, "decode.acc_seg": 98.55564, "aux.loss_ce": 0.01171, "aux.acc_seg": 98.20721, "loss": 0.03119, "time": 0.48089}
{"mode": "train", "epoch": 12, "iter": 46450, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.01888, "decode.acc_seg": 99.06691, "aux.loss_ce": 0.01088, "aux.acc_seg": 98.75781, "loss": 0.02976, "time": 0.48178}
{"mode": "train", "epoch": 12, "iter": 46500, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.01635, "decode.acc_seg": 98.96934, "aux.loss_ce": 0.00984, "aux.acc_seg": 98.66939, "loss": 0.02619, "time": 0.48152}
{"mode": "train", "epoch": 12, "iter": 46550, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.01725, "decode.acc_seg": 99.34883, "aux.loss_ce": 0.01016, "aux.acc_seg": 99.01417, "loss": 0.0274, "time": 0.48187}
{"mode": "train", "epoch": 12, "iter": 46600, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.01713, "decode.acc_seg": 98.79752, "aux.loss_ce": 0.01029, "aux.acc_seg": 98.48014, "loss": 0.02743, "time": 0.48154}
{"mode": "train", "epoch": 12, "iter": 46650, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.01654, "decode.acc_seg": 99.1972, "aux.loss_ce": 0.00992, "aux.acc_seg": 98.89585, "loss": 0.02645, "time": 0.48129}
{"mode": "train", "epoch": 12, "iter": 46700, "lr": 1e-05, "memory": 27123, "data_time": 0.00619, "decode.loss_ce": 0.01667, "decode.acc_seg": 99.24686, "aux.loss_ce": 0.01004, "aux.acc_seg": 98.91035, "loss": 0.02672, "time": 0.48254}
{"mode": "train", "epoch": 12, "iter": 46750, "lr": 1e-05, "memory": 27123, "data_time": 0.00596, "decode.loss_ce": 0.01831, "decode.acc_seg": 99.20602, "aux.loss_ce": 0.011, "aux.acc_seg": 98.8599, "loss": 0.02931, "time": 0.48231}
{"mode": "train", "epoch": 12, "iter": 46800, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.01816, "decode.acc_seg": 99.30906, "aux.loss_ce": 0.01093, "aux.acc_seg": 98.9715, "loss": 0.0291, "time": 0.48133}
{"mode": "train", "epoch": 12, "iter": 46850, "lr": 1e-05, "memory": 27123, "data_time": 0.00608, "decode.loss_ce": 0.01811, "decode.acc_seg": 98.96087, "aux.loss_ce": 0.01047, "aux.acc_seg": 98.66211, "loss": 0.02858, "time": 0.48206}
{"mode": "train", "epoch": 12, "iter": 46900, "lr": 1e-05, "memory": 27123, "data_time": 0.00621, "decode.loss_ce": 0.0176, "decode.acc_seg": 98.47828, "aux.loss_ce": 0.01077, "aux.acc_seg": 98.13728, "loss": 0.02837, "time": 0.48226}
{"mode": "train", "epoch": 12, "iter": 46950, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.01754, "decode.acc_seg": 98.90589, "aux.loss_ce": 0.01045, "aux.acc_seg": 98.59301, "loss": 0.02799, "time": 0.48178}
{"mode": "train", "epoch": 12, "iter": 47000, "lr": 1e-05, "memory": 27123, "data_time": 0.00591, "decode.loss_ce": 0.01545, "decode.acc_seg": 99.03562, "aux.loss_ce": 0.0093, "aux.acc_seg": 98.75741, "loss": 0.02475, "time": 0.48161}
{"mode": "train", "epoch": 12, "iter": 47050, "lr": 1e-05, "memory": 27123, "data_time": 0.00596, "decode.loss_ce": 0.01744, "decode.acc_seg": 99.1405, "aux.loss_ce": 0.01025, "aux.acc_seg": 98.84595, "loss": 0.02769, "time": 0.48126}
{"mode": "train", "epoch": 12, "iter": 47100, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.01658, "decode.acc_seg": 98.85789, "aux.loss_ce": 0.00985, "aux.acc_seg": 98.5722, "loss": 0.02643, "time": 0.48264}
{"mode": "train", "epoch": 12, "iter": 47150, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.01753, "decode.acc_seg": 98.91318, "aux.loss_ce": 0.01037, "aux.acc_seg": 98.59375, "loss": 0.0279, "time": 0.48275}
{"mode": "train", "epoch": 12, "iter": 47200, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.01707, "decode.acc_seg": 99.23134, "aux.loss_ce": 0.00991, "aux.acc_seg": 98.97148, "loss": 0.02699, "time": 0.48245}
{"mode": "train", "epoch": 12, "iter": 47250, "lr": 1e-05, "memory": 27123, "data_time": 0.00596, "decode.loss_ce": 0.01841, "decode.acc_seg": 98.67567, "aux.loss_ce": 0.01112, "aux.acc_seg": 98.32317, "loss": 0.02952, "time": 0.48176}
{"mode": "train", "epoch": 12, "iter": 47300, "lr": 1e-05, "memory": 27123, "data_time": 0.00598, "decode.loss_ce": 0.01731, "decode.acc_seg": 99.33375, "aux.loss_ce": 0.01029, "aux.acc_seg": 99.02116, "loss": 0.0276, "time": 0.48226}
{"mode": "train", "epoch": 12, "iter": 47350, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.01819, "decode.acc_seg": 99.07619, "aux.loss_ce": 0.01076, "aux.acc_seg": 98.77119, "loss": 0.02895, "time": 0.483}
{"mode": "train", "epoch": 12, "iter": 47400, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.01716, "decode.acc_seg": 99.22248, "aux.loss_ce": 0.01103, "aux.acc_seg": 98.82517, "loss": 0.02819, "time": 0.48161}
{"mode": "train", "epoch": 12, "iter": 47450, "lr": 1e-05, "memory": 27123, "data_time": 0.00604, "decode.loss_ce": 0.01805, "decode.acc_seg": 98.88287, "aux.loss_ce": 0.01064, "aux.acc_seg": 98.55902, "loss": 0.0287, "time": 0.48289}
{"mode": "train", "epoch": 12, "iter": 47500, "lr": 1e-05, "memory": 27123, "data_time": 0.00597, "decode.loss_ce": 0.01856, "decode.acc_seg": 99.10909, "aux.loss_ce": 0.01159, "aux.acc_seg": 98.71836, "loss": 0.03015, "time": 0.4807}
{"mode": "train", "epoch": 12, "iter": 47550, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.01821, "decode.acc_seg": 99.0972, "aux.loss_ce": 0.01105, "aux.acc_seg": 98.74763, "loss": 0.02926, "time": 0.48291}
{"mode": "train", "epoch": 12, "iter": 47600, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.01592, "decode.acc_seg": 99.05983, "aux.loss_ce": 0.00958, "aux.acc_seg": 98.7915, "loss": 0.0255, "time": 0.48149}
{"mode": "train", "epoch": 12, "iter": 47650, "lr": 1e-05, "memory": 27123, "data_time": 0.00606, "decode.loss_ce": 0.02052, "decode.acc_seg": 98.97474, "aux.loss_ce": 0.01245, "aux.acc_seg": 98.5664, "loss": 0.03297, "time": 0.48194}
{"mode": "train", "epoch": 12, "iter": 47700, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.02109, "decode.acc_seg": 98.89206, "aux.loss_ce": 0.0118, "aux.acc_seg": 98.60019, "loss": 0.03289, "time": 0.48144}
{"mode": "train", "epoch": 12, "iter": 47750, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.02185, "decode.acc_seg": 99.05114, "aux.loss_ce": 0.01202, "aux.acc_seg": 98.76522, "loss": 0.03386, "time": 0.48233}
{"mode": "train", "epoch": 12, "iter": 47800, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.02034, "decode.acc_seg": 98.89159, "aux.loss_ce": 0.01232, "aux.acc_seg": 98.5257, "loss": 0.03266, "time": 0.48285}
{"mode": "train", "epoch": 12, "iter": 47850, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.01722, "decode.acc_seg": 99.05965, "aux.loss_ce": 0.01035, "aux.acc_seg": 98.77341, "loss": 0.02757, "time": 0.48343}
{"mode": "train", "epoch": 12, "iter": 47900, "lr": 1e-05, "memory": 27123, "data_time": 0.00618, "decode.loss_ce": 0.01916, "decode.acc_seg": 98.92804, "aux.loss_ce": 0.01116, "aux.acc_seg": 98.60115, "loss": 0.03032, "time": 0.48256}
{"mode": "train", "epoch": 12, "iter": 47950, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.01797, "decode.acc_seg": 99.06707, "aux.loss_ce": 0.01017, "aux.acc_seg": 98.79329, "loss": 0.02814, "time": 0.48252}
{"mode": "train", "epoch": 12, "iter": 48000, "lr": 1e-05, "memory": 27123, "data_time": 0.0061, "decode.loss_ce": 0.02039, "decode.acc_seg": 98.91652, "aux.loss_ce": 0.01193, "aux.acc_seg": 98.57551, "loss": 0.03233, "time": 0.53419}
{"mode": "val", "epoch": 12, "iter": 2884, "lr": 1e-05, "aAcc": 0.9885, "mIoU": 0.6, "mAcc": 0.696, "mFscore": 0.7376, "mPrecision": 0.7994, "mRecall": 0.696, "IoU.background": 0.9893, "IoU.ship": 0.6718, "IoU.storage_tank": 0.6984, "IoU.baseball_diamond": 0.6921, "IoU.tennis_court": 0.6837, "IoU.basketball_court": 0.4803, "IoU.ground_Track_Field": 0.561, "IoU.bridge": 0.3962, "IoU.large_Vehicle": 0.6132, "IoU.small_Vehicle": 0.5103, "IoU.helicopter": 0.3366, "IoU.swimming_pool": 0.4447, "IoU.roundabout": 0.4771, "IoU.soccer_ball_field": 0.6645, "IoU.plane": 0.8387, "IoU.harbor": 0.5422, "Acc.background": 0.9964, "Acc.ship": 0.7425, "Acc.storage_tank": 0.7717, "Acc.baseball_diamond": 0.7648, "Acc.tennis_court": 0.7699, "Acc.basketball_court": 0.5447, "Acc.ground_Track_Field": 0.6381, "Acc.bridge": 0.4828, "Acc.large_Vehicle": 0.6989, "Acc.small_Vehicle": 0.6472, "Acc.helicopter": 0.5973, "Acc.swimming_pool": 0.4742, "Acc.roundabout": 0.6751, "Acc.soccer_ball_field": 0.8018, "Acc.plane": 0.9074, "Acc.harbor": 0.6239, "Fscore.background": 0.9946, "Fscore.ship": 0.8037, "Fscore.storage_tank": 0.8225, "Fscore.baseball_diamond": 0.818, "Fscore.tennis_court": 0.8121, "Fscore.basketball_court": 0.6489, "Fscore.ground_Track_Field": 0.7188, "Fscore.bridge": 0.5675, "Fscore.large_Vehicle": 0.7603, "Fscore.small_Vehicle": 0.6758, "Fscore.helicopter": 0.5037, "Fscore.swimming_pool": 0.6156, "Fscore.roundabout": 0.646, "Fscore.soccer_ball_field": 0.7984, "Fscore.plane": 0.9123, "Fscore.harbor": 0.7031, "Precision.background": 0.9929, "Precision.ship": 0.8757, "Precision.storage_tank": 0.8803, "Precision.baseball_diamond": 0.8792, "Precision.tennis_court": 0.8592, "Precision.basketball_court": 0.8024, "Precision.ground_Track_Field": 0.8229, "Precision.bridge": 0.6883, "Precision.large_Vehicle": 0.8334, "Precision.small_Vehicle": 0.707, "Precision.helicopter": 0.4354, "Precision.swimming_pool": 0.8773, "Precision.roundabout": 0.6193, "Precision.soccer_ball_field": 0.7951, "Precision.plane": 0.9172, "Precision.harbor": 0.8055, "Recall.background": 0.9964, "Recall.ship": 0.7425, "Recall.storage_tank": 0.7717, "Recall.baseball_diamond": 0.7648, "Recall.tennis_court": 0.7699, "Recall.basketball_court": 0.5447, "Recall.ground_Track_Field": 0.6381, "Recall.bridge": 0.4828, "Recall.large_Vehicle": 0.6989, "Recall.small_Vehicle": 0.6472, "Recall.helicopter": 0.5973, "Recall.swimming_pool": 0.4742, "Recall.roundabout": 0.6751, "Recall.soccer_ball_field": 0.8018, "Recall.plane": 0.9074, "Recall.harbor": 0.6239}
{"mode": "train", "epoch": 12, "iter": 48050, "lr": 1e-05, "memory": 27123, "data_time": 11.33131, "decode.loss_ce": 0.01771, "decode.acc_seg": 99.05308, "aux.loss_ce": 0.0103, "aux.acc_seg": 98.77514, "loss": 0.02801, "time": 11.8074}
{"mode": "train", "epoch": 12, "iter": 48100, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.01804, "decode.acc_seg": 99.3276, "aux.loss_ce": 0.01055, "aux.acc_seg": 99.01735, "loss": 0.02859, "time": 0.48258}
{"mode": "train", "epoch": 12, "iter": 48150, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.02138, "decode.acc_seg": 98.63931, "aux.loss_ce": 0.01139, "aux.acc_seg": 98.40863, "loss": 0.03278, "time": 0.48252}
{"mode": "train", "epoch": 12, "iter": 48200, "lr": 1e-05, "memory": 27123, "data_time": 0.00615, "decode.loss_ce": 0.02373, "decode.acc_seg": 98.67783, "aux.loss_ce": 0.01295, "aux.acc_seg": 98.37563, "loss": 0.03668, "time": 0.48121}
{"mode": "train", "epoch": 12, "iter": 48250, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.02046, "decode.acc_seg": 98.75737, "aux.loss_ce": 0.01101, "aux.acc_seg": 98.52891, "loss": 0.03147, "time": 0.48216}
{"mode": "train", "epoch": 12, "iter": 48300, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.01896, "decode.acc_seg": 99.15303, "aux.loss_ce": 0.011, "aux.acc_seg": 98.84425, "loss": 0.02996, "time": 0.48226}
{"mode": "train", "epoch": 12, "iter": 48350, "lr": 1e-05, "memory": 27123, "data_time": 0.00595, "decode.loss_ce": 0.02594, "decode.acc_seg": 98.83667, "aux.loss_ce": 0.01432, "aux.acc_seg": 98.50936, "loss": 0.04026, "time": 0.48183}
{"mode": "train", "epoch": 12, "iter": 48400, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.02427, "decode.acc_seg": 98.79121, "aux.loss_ce": 0.01394, "aux.acc_seg": 98.41163, "loss": 0.03821, "time": 0.48233}
{"mode": "train", "epoch": 12, "iter": 48450, "lr": 1e-05, "memory": 27123, "data_time": 0.00579, "decode.loss_ce": 0.02332, "decode.acc_seg": 98.68917, "aux.loss_ce": 0.01227, "aux.acc_seg": 98.42608, "loss": 0.03558, "time": 0.48185}
{"mode": "train", "epoch": 12, "iter": 48500, "lr": 1e-05, "memory": 27123, "data_time": 0.00583, "decode.loss_ce": 0.02044, "decode.acc_seg": 99.05349, "aux.loss_ce": 0.01087, "aux.acc_seg": 98.88246, "loss": 0.03131, "time": 0.48216}
{"mode": "train", "epoch": 12, "iter": 48550, "lr": 1e-05, "memory": 27123, "data_time": 0.00614, "decode.loss_ce": 0.02619, "decode.acc_seg": 98.71443, "aux.loss_ce": 0.01447, "aux.acc_seg": 98.3749, "loss": 0.04066, "time": 0.48216}
{"mode": "train", "epoch": 12, "iter": 48600, "lr": 1e-05, "memory": 27123, "data_time": 0.00622, "decode.loss_ce": 0.0231, "decode.acc_seg": 98.92718, "aux.loss_ce": 0.01386, "aux.acc_seg": 98.54769, "loss": 0.03696, "time": 0.48255}
{"mode": "train", "epoch": 12, "iter": 48650, "lr": 1e-05, "memory": 27123, "data_time": 0.00599, "decode.loss_ce": 0.02303, "decode.acc_seg": 98.97639, "aux.loss_ce": 0.01289, "aux.acc_seg": 98.6689, "loss": 0.03592, "time": 0.48227}
{"mode": "train", "epoch": 12, "iter": 48700, "lr": 1e-05, "memory": 27123, "data_time": 0.00603, "decode.loss_ce": 0.01813, "decode.acc_seg": 99.36303, "aux.loss_ce": 0.0101, "aux.acc_seg": 99.1112, "loss": 0.02823, "time": 0.48187}
{"mode": "train", "epoch": 12, "iter": 48750, "lr": 1e-05, "memory": 27123, "data_time": 0.0062, "decode.loss_ce": 0.01949, "decode.acc_seg": 99.0, "aux.loss_ce": 0.01127, "aux.acc_seg": 98.68547, "loss": 0.03076, "time": 0.48342}
{"mode": "train", "epoch": 12, "iter": 48800, "lr": 1e-05, "memory": 27123, "data_time": 0.00616, "decode.loss_ce": 0.02146, "decode.acc_seg": 98.80454, "aux.loss_ce": 0.01284, "aux.acc_seg": 98.42059, "loss": 0.0343, "time": 0.48397}
{"mode": "train", "epoch": 12, "iter": 48850, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.0163, "decode.acc_seg": 98.76781, "aux.loss_ce": 0.00955, "aux.acc_seg": 98.48462, "loss": 0.02585, "time": 0.48278}
{"mode": "train", "epoch": 12, "iter": 48900, "lr": 1e-05, "memory": 27123, "data_time": 0.00593, "decode.loss_ce": 0.02074, "decode.acc_seg": 98.94343, "aux.loss_ce": 0.01271, "aux.acc_seg": 98.57314, "loss": 0.03345, "time": 0.48295}
{"mode": "train", "epoch": 12, "iter": 48950, "lr": 1e-05, "memory": 27123, "data_time": 0.00601, "decode.loss_ce": 0.01775, "decode.acc_seg": 99.12618, "aux.loss_ce": 0.01072, "aux.acc_seg": 98.81528, "loss": 0.02847, "time": 0.48341}
{"mode": "train", "epoch": 12, "iter": 49000, "lr": 1e-05, "memory": 27123, "data_time": 0.00589, "decode.loss_ce": 0.01824, "decode.acc_seg": 98.88325, "aux.loss_ce": 0.01071, "aux.acc_seg": 98.56461, "loss": 0.02895, "time": 0.48222}
{"mode": "train", "epoch": 12, "iter": 49050, "lr": 1e-05, "memory": 27123, "data_time": 0.00612, "decode.loss_ce": 0.02048, "decode.acc_seg": 98.7711, "aux.loss_ce": 0.01182, "aux.acc_seg": 98.44478, "loss": 0.0323, "time": 0.48382}
{"mode": "train", "epoch": 12, "iter": 49100, "lr": 1e-05, "memory": 27123, "data_time": 0.00623, "decode.loss_ce": 0.02003, "decode.acc_seg": 99.2636, "aux.loss_ce": 0.0123, "aux.acc_seg": 98.86759, "loss": 0.03233, "time": 0.48103}
{"mode": "train", "epoch": 12, "iter": 49150, "lr": 1e-05, "memory": 27123, "data_time": 0.00636, "decode.loss_ce": 0.01734, "decode.acc_seg": 99.24691, "aux.loss_ce": 0.00987, "aux.acc_seg": 98.98661, "loss": 0.02721, "time": 0.48298}
{"mode": "train", "epoch": 12, "iter": 49200, "lr": 1e-05, "memory": 27123, "data_time": 0.00627, "decode.loss_ce": 0.01954, "decode.acc_seg": 99.20966, "aux.loss_ce": 0.01198, "aux.acc_seg": 98.8669, "loss": 0.03152, "time": 0.48341}
{"mode": "train", "epoch": 12, "iter": 49250, "lr": 1e-05, "memory": 27123, "data_time": 0.00592, "decode.loss_ce": 0.01809, "decode.acc_seg": 98.95145, "aux.loss_ce": 0.01061, "aux.acc_seg": 98.6621, "loss": 0.0287, "time": 0.48221}
{"mode": "train", "epoch": 12, "iter": 49300, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.02081, "decode.acc_seg": 99.03447, "aux.loss_ce": 0.01269, "aux.acc_seg": 98.7321, "loss": 0.0335, "time": 0.48212}
{"mode": "train", "epoch": 12, "iter": 49350, "lr": 1e-05, "memory": 27123, "data_time": 0.00611, "decode.loss_ce": 0.01852, "decode.acc_seg": 98.95939, "aux.loss_ce": 0.01117, "aux.acc_seg": 98.61795, "loss": 0.0297, "time": 0.48328}
{"mode": "train", "epoch": 12, "iter": 49400, "lr": 1e-05, "memory": 27123, "data_time": 0.00637, "decode.loss_ce": 0.01746, "decode.acc_seg": 99.17214, "aux.loss_ce": 0.01074, "aux.acc_seg": 98.82045, "loss": 0.0282, "time": 0.48256}
{"mode": "train", "epoch": 12, "iter": 49450, "lr": 1e-05, "memory": 27123, "data_time": 0.00617, "decode.loss_ce": 0.01666, "decode.acc_seg": 98.74766, "aux.loss_ce": 0.01014, "aux.acc_seg": 98.42951, "loss": 0.02681, "time": 0.48265}
{"mode": "train", "epoch": 12, "iter": 49500, "lr": 1e-05, "memory": 27123, "data_time": 0.00594, "decode.loss_ce": 0.01579, "decode.acc_seg": 98.90674, "aux.loss_ce": 0.00973, "aux.acc_seg": 98.5827, "loss": 0.02552, "time": 0.48141}
{"mode": "train", "epoch": 12, "iter": 49550, "lr": 1e-05, "memory": 27123, "data_time": 0.0059, "decode.loss_ce": 0.01781, "decode.acc_seg": 99.16126, "aux.loss_ce": 0.01073, "aux.acc_seg": 98.84248, "loss": 0.02853, "time": 0.48198}
{"mode": "train", "epoch": 12, "iter": 49600, "lr": 1e-05, "memory": 27123, "data_time": 0.00596, "decode.loss_ce": 0.0241, "decode.acc_seg": 98.96705, "aux.loss_ce": 0.01392, "aux.acc_seg": 98.58293, "loss": 0.03803, "time": 0.48233}
{"mode": "train", "epoch": 12, "iter": 49650, "lr": 1e-05, "memory": 27123, "data_time": 0.00622, "decode.loss_ce": 0.0198, "decode.acc_seg": 99.04802, "aux.loss_ce": 0.01159, "aux.acc_seg": 98.72891, "loss": 0.03139, "time": 0.48216}
{"mode": "train", "epoch": 12, "iter": 49700, "lr": 1e-05, "memory": 27123, "data_time": 0.00605, "decode.loss_ce": 0.02007, "decode.acc_seg": 99.09522, "aux.loss_ce": 0.01137, "aux.acc_seg": 98.81633, "loss": 0.03144, "time": 0.48237}
{"mode": "train", "epoch": 12, "iter": 49750, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.01838, "decode.acc_seg": 99.04402, "aux.loss_ce": 0.01056, "aux.acc_seg": 98.77174, "loss": 0.02894, "time": 0.48164}
{"mode": "train", "epoch": 12, "iter": 49800, "lr": 1e-05, "memory": 27123, "data_time": 0.00609, "decode.loss_ce": 0.01921, "decode.acc_seg": 98.8027, "aux.loss_ce": 0.01159, "aux.acc_seg": 98.46643, "loss": 0.03079, "time": 0.48216}