-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathLOG_200epochMultiScale.txt
1070 lines (864 loc) · 92.5 KB
/
LOG_200epochMultiScale.txt
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
(alfonso1) c:\PointOutFracture>python TrainFractureYolov10OJumbo1.py
C:\Users\Alfonso Blanco\.conda\envs\alfonso1\lib\site-packages\numpy\_distributor_init.py:30: UserWarning: loaded more than 1 DLL from .libs:
C:\Users\Alfonso Blanco\.conda\envs\alfonso1\lib\site-packages\numpy\.libs\libopenblas.FB5AE2TYXYH2IJRDKGDGQ3XBKLKTF43H.gfortran-win_amd64.dll
C:\Users\Alfonso Blanco\.conda\envs\alfonso1\lib\site-packages\numpy\.libs\libopenblas64__v0.3.21-gcc_10_3_0.dll
warnings.warn("loaded more than 1 DLL from .libs:"
New https://pypi.org/project/ultralytics/8.2.27 available ? Update with 'pip install -U ultralytics'
Ultralytics YOLOv8.1.34 ? Python-3.9.16 torch-1.13.1+cpu CPU (11th Gen Intel Core(TM) i5-1155G7 2.50GHz)
WARNING ?? Upgrade to torch>=2.0.0 for deterministic training.
engine\trainer: task=detect, mode=train, model=weights/yolov10n.pt, data=FractureYolov10OJumbo1.yaml, epochs=200, time=None, patience=100, batch=16, imgsz=640, save=True, save_period=-1, val_period=1, cache=False, device=cpu, workers=8, project=runs/train, name=exp14, exist_ok=False, pretrained=True, optimizer=SGD, verbose=True, seed=0, deterministic=True, single_cls=False, rect=False, cos_lr=False, close_mosaic=10, resume=False, amp=True, fraction=1.0, profile=False, freeze=None, multi_scale=True, overlap_mask=True, mask_ratio=4, dropout=0.0, val=True, split=val, save_json=False, save_hybrid=False, conf=None, iou=0.7, max_det=300, half=False, dnn=False, plots=True, source=None, vid_stride=1, stream_buffer=False, visualize=False, augment=False, agnostic_nms=False, classes=None, retina_masks=False, embed=None, show=False, save_frames=False, save_txt=False, save_conf=False, save_crop=False, show_labels=True, show_conf=True, show_boxes=True, line_width=None, format=torchscript, keras=False, optimize=False, int8=False, dynamic=False, simplify=False, opset=None, workspace=4, nms=False, lr0=0.01, lrf=0.1, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=7.5, cls=0.5, dfl=1.5, pose=12.0, kobj=1.0, label_smoothing=0.0, nbs=64, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, bgr=0.0, mosaic=1.0, mixup=0.0, copy_paste=0.0, auto_augment=randaugment, erasing=0.4, crop_fraction=1.0, cfg=None, tracker=botsort.yaml, save_dir=runs\train\exp14
Overriding model.yaml nc=80 with nc=1
from n params module arguments
0 -1 1 464 ultralytics.nn.modules.conv.Conv [3, 16, 3, 2]
1 -1 1 4672 ultralytics.nn.modules.conv.Conv [16, 32, 3, 2]
2 -1 1 7360 ultralytics.nn.modules.block.C2f [32, 32, 1, True]
3 -1 1 18560 ultralytics.nn.modules.conv.Conv [32, 64, 3, 2]
4 -1 2 49664 ultralytics.nn.modules.block.C2f [64, 64, 2, True]
5 -1 1 9856 ultralytics.nn.modules.block.SCDown [64, 128, 3, 2]
6 -1 2 197632 ultralytics.nn.modules.block.C2f [128, 128, 2, True]
7 -1 1 36096 ultralytics.nn.modules.block.SCDown [128, 256, 3, 2]
8 -1 1 460288 ultralytics.nn.modules.block.C2f [256, 256, 1, True]
9 -1 1 164608 ultralytics.nn.modules.block.SPPF [256, 256, 5]
10 -1 1 249728 ultralytics.nn.modules.block.PSA [256, 256]
11 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest']
12 [-1, 6] 1 0 ultralytics.nn.modules.conv.Concat [1]
13 -1 1 148224 ultralytics.nn.modules.block.C2f [384, 128, 1]
14 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest']
15 [-1, 4] 1 0 ultralytics.nn.modules.conv.Concat [1]
16 -1 1 37248 ultralytics.nn.modules.block.C2f [192, 64, 1]
17 -1 1 36992 ultralytics.nn.modules.conv.Conv [64, 64, 3, 2]
18 [-1, 13] 1 0 ultralytics.nn.modules.conv.Concat [1]
19 -1 1 123648 ultralytics.nn.modules.block.C2f [192, 128, 1]
20 -1 1 18048 ultralytics.nn.modules.block.SCDown [128, 128, 3, 2]
21 [-1, 10] 1 0 ultralytics.nn.modules.conv.Concat [1]
22 -1 1 282624 ultralytics.nn.modules.block.C2fCIB [384, 256, 1, True, True]
23 [16, 19, 22] 1 861718 ultralytics.nn.modules.head.v10Detect [1, [64, 128, 256]]
YOLOv10n summary: 385 layers, 2707430 parameters, 2707414 gradients, 8.4 GFLOPs
Transferred 493/595 items from pretrained weights
TensorBoard: Start with 'tensorboard --logdir runs\train\exp14', view at http://localhost:6006/
Freezing layer 'model.23.dfl.conv.weight'
train: Scanning C:\PointOutFracture\trainFractureOJumbo1\labels.cache... 147 images, 0 backgrounds, 0 corrupt: 100%
C:\Users\Alfonso Blanco\.conda\envs\alfonso1\lib\site-packages\paramiko\transport.py:219: CryptographyDeprecationWarning: Blowfish has been deprecated
"class": algorithms.Blowfish,
albumentations: Blur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8))
val: Scanning C:\PointOutFracture\validFractureOJumbo1\labels.cache... 14 images, 0 backgrounds, 0 corrupt: 100%|??
Plotting labels to runs\train\exp14\labels.jpg...
optimizer: SGD(lr=0.01, momentum=0.937) with parameter groups 95 weight(decay=0.0), 108 weight(decay=0.0005), 107 bias(decay=0.0)
TensorBoard: WARNING ?? TensorBoard graph visualization failure
Image sizes 640 train, 640 val
Using 0 dataloader workers
Logging results to runs\train\exp14
Starting training for 200 epochs...
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
1/200 0G 2.942 5.669 2.663 2.609 9.921 2.193 6 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0 0 0 0
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
2/200 0G 2.895 5.496 2.394 2.531 7.951 1.956 4 416: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0 0 0 0
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
3/200 0G 2.932 4.715 2.222 2.63 5.593 1.796 7 800: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0 0 0 0
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
4/200 0G 2.498 4.521 1.989 2.307 5.637 1.668 5 800: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0 0 0 0
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
5/200 0G 2.343 4.402 1.944 2.164 5.442 1.619 3 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0 0 0 0
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
6/200 0G 2.52 4.241 2.039 2.178 5.21 1.69 5 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0 0 0 0
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
7/200 0G 2.664 3.971 1.972 2.212 4.843 1.504 8 320: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0 0 0 0
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
8/200 0G 2.558 3.759 1.879 2.321 4.541 1.587 6 384: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0 0 0 0
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
9/200 0G 2.592 4.411 1.932 2.358 5.124 1.686 2 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0 0 0 0
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
10/200 0G 2.399 3.851 1.791 2.177 4.701 1.537 4 384: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.000952 0.267 0.00217 0.00137
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
11/200 0G 2.337 3.59 1.759 2.082 4.334 1.52 7 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.000952 0.267 0.00148 0.000398
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
12/200 0G 2.53 3.995 1.921 2.25 4.775 1.629 6 672: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.000952 0.267 0.00148 0.000398
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
13/200 0G 2.419 4.16 1.816 2.198 5.051 1.647 2 960: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.000952 0.267 0.00148 0.000398
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
14/200 0G 2.407 3.712 1.753 2.25 4.486 1.567 6 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.00119 0.333 0.000815 0.000244
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
15/200 0G 2.287 3.728 1.697 2.112 4.409 1.479 9 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.000952 0.267 0.001 0.000311
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
16/200 0G 2.264 3.509 1.725 2.115 4.199 1.534 5 608: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.00296 0.133 0.0015 0.000616
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
17/200 0G 2.418 3.567 1.762 2.247 4.151 1.625 1 448: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.00167 0.467 0.00195 0.000443
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
18/200 0G 2.356 3.367 1.772 2.162 4.098 1.604 3 704: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.0364 0.0667 0.00539 0.00266
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
19/200 0G 2.353 3.466 1.755 2.195 4.215 1.59 2 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.000476 0.133 0.000296 0.000181
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
20/200 0G 2.422 3.518 1.768 2.361 4.204 1.645 3 832: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.000476 0.133 0.000296 0.000181
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
21/200 0G 2.237 3.161 1.649 2.174 3.855 1.593 3 928: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.243 0.0667 0.0295 0.0089
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
22/200 0G 2.236 3.084 1.635 2.117 3.632 1.544 6 800: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.0762 0.0667 0.0743 0.0319
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
23/200 0G 2.132 2.895 1.604 2.008 3.587 1.52 4 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.197 0.2 0.118 0.0476
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
24/200 0G 2.343 2.715 1.613 2.253 3.398 1.472 5 320: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.0334 0.4 0.024 0.0081
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
25/200 0G 2.077 2.924 1.618 2.147 3.653 1.528 4 448: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.124 0.133 0.033 0.0155
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
26/200 0G 2.352 3.191 1.753 2.146 3.788 1.534 2 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.272 0.2 0.188 0.0796
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
27/200 0G 2.071 2.638 1.567 2.088 3.284 1.515 9 832: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.304 0.2 0.121 0.0544
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
28/200 0G 1.991 2.326 1.469 1.969 3.04 1.387 2 480: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.14 0.133 0.104 0.0669
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
29/200 0G 2.083 2.68 1.498 2.029 3.302 1.422 2 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.231 0.333 0.184 0.0846
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
30/200 0G 2.208 2.66 1.543 2.312 3.33 1.565 7 416: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.181 0.467 0.226 0.0968
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
31/200 0G 1.91 2.517 1.537 1.895 3.208 1.493 6 928: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.0449 0.0667 0.0178 0.00909
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
32/200 0G 2.077 2.49 1.514 2.136 3.143 1.476 9 704: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.00439 0.133 0.00393 0.00227
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
33/200 0G 2.03 2.322 1.544 2.104 2.958 1.538 2 480: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.476 0.2 0.154 0.0959
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
34/200 0G 1.99 2.586 1.535 1.94 3.256 1.507 2 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.03 0.133 0.00647 0.00118
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
35/200 0G 1.96 2.238 1.503 1.987 2.927 1.461 5 352: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.492 0.267 0.279 0.199
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
36/200 0G 1.991 2.471 1.497 2.067 3.165 1.513 2 768: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.338 0.2 0.196 0.131
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
37/200 0G 2.057 2.312 1.457 2.07 3.119 1.414 4 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.327 0.267 0.199 0.12
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
38/200 0G 1.879 2.418 1.446 1.997 2.983 1.463 2 704: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.507 0.138 0.193 0.0579
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
39/200 0G 2.051 2.576 1.514 2.133 3.086 1.477 2 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.62 0.267 0.358 0.158
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
40/200 0G 1.869 2.105 1.379 2.075 2.828 1.385 7 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.977 0.467 0.521 0.219
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
41/200 0G 1.758 2.025 1.395 1.801 2.603 1.365 2 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.265 0.267 0.135 0.0436
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
42/200 0G 1.894 2.183 1.527 1.876 2.892 1.501 3 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.66 0.467 0.492 0.251
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
43/200 0G 1.86 2.216 1.423 1.884 2.825 1.375 6 832: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.483 0.4 0.383 0.247
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
44/200 0G 1.809 1.819 1.337 1.972 2.594 1.333 3 448: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.632 0.458 0.37 0.197
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
45/200 0G 1.85 1.932 1.394 1.897 2.498 1.378 3 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.365 0.533 0.44 0.294
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
46/200 0G 1.945 2 1.429 2.047 2.577 1.408 5 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.97 0.267 0.337 0.178
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
47/200 0G 1.807 1.87 1.391 1.962 2.674 1.357 5 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.797 0.4 0.455 0.27
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
48/200 0G 1.802 2.06 1.443 1.781 2.835 1.352 6 832: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.762 0.467 0.602 0.287
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
49/200 0G 1.719 1.859 1.401 1.698 2.495 1.364 9 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.852 0.267 0.377 0.226
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
50/200 0G 1.756 1.713 1.377 1.803 2.35 1.4 3 832: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.908 0.2 0.306 0.197
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
51/200 0G 1.856 1.82 1.345 1.828 2.45 1.278 7 704: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.411 0.533 0.411 0.201
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
52/200 0G 1.784 1.931 1.355 1.796 2.537 1.35 6 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.553 0.33 0.394 0.218
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
53/200 0G 1.722 1.758 1.407 1.75 2.38 1.385 3 512: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.652 0.267 0.311 0.148
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
54/200 0G 1.794 1.862 1.388 1.828 2.464 1.361 4 832: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.668 0.467 0.527 0.296
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
55/200 0G 1.824 1.891 1.385 1.986 2.571 1.379 7 416: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.665 0.533 0.548 0.228
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
56/200 0G 1.771 1.804 1.383 1.796 2.508 1.396 5 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.949 0.0667 0.0823 0.0514
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
57/200 0G 1.688 1.681 1.301 1.855 2.341 1.316 5 672: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.287 0.349 0.332 0.147
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
58/200 0G 1.69 1.692 1.282 1.795 2.149 1.316 3 320: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.572 0.6 0.563 0.289
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
59/200 0G 1.603 1.535 1.327 1.757 2.05 1.376 4 928: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.803 0.467 0.607 0.361
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
60/200 0G 1.645 1.54 1.333 1.652 1.974 1.344 2 320: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.851 0.467 0.582 0.331
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
61/200 0G 1.721 1.581 1.317 1.815 2.158 1.299 7 768: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.397 0.557 0.296
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
62/200 0G 1.708 1.501 1.373 1.864 2.015 1.395 4 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.475 0.424 0.339 0.177
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
63/200 0G 1.75 1.638 1.301 1.834 2.114 1.29 6 320: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.684 0.733 0.633 0.325
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
64/200 0G 1.603 1.589 1.34 1.661 2.106 1.361 2 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.629 0.4 0.454 0.25
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
65/200 0G 1.565 1.486 1.282 1.633 1.975 1.297 3 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.971 0.4 0.527 0.289
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
66/200 0G 1.615 1.441 1.274 1.753 1.906 1.317 4 704: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.966 0.4 0.434 0.268
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
67/200 0G 1.681 1.792 1.323 1.705 2.248 1.308 2 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.798 0.6 0.591 0.288
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
68/200 0G 1.556 1.438 1.259 1.654 1.858 1.282 3 608: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.631 0.6 0.56 0.367
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
69/200 0G 1.641 1.441 1.278 1.757 1.899 1.301 3 768: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.591 0.673 0.443
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
70/200 0G 1.595 1.496 1.219 1.832 1.974 1.275 4 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.33 0.453 0.302
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
71/200 0G 1.505 1.367 1.243 1.578 1.782 1.265 3 736: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.284 0.0667 0.122 0.0569
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
72/200 0G 1.549 1.427 1.288 1.607 1.925 1.289 4 672: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.545 0.2 0.221 0.104
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
73/200 0G 1.523 1.5 1.291 1.657 2.038 1.264 3 928: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.736 0.4 0.444 0.256
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
74/200 0G 1.598 1.502 1.258 1.759 2.173 1.264 3 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.682 0.533 0.515 0.336
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
75/200 0G 1.601 1.424 1.239 1.703 2.043 1.263 6 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.814 0.586 0.66 0.4
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
76/200 0G 1.709 1.394 1.292 1.83 1.964 1.302 4 384: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.777 0.7 0.725 0.402
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
77/200 0G 1.486 1.266 1.167 1.628 1.767 1.192 5 736: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.833 0.733 0.763 0.425
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
78/200 0G 1.491 1.243 1.247 1.653 1.62 1.294 5 960: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.624 0.467 0.466 0.243
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
79/200 0G 1.757 1.481 1.298 1.813 2.15 1.3 3 736: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.623 0.6 0.597 0.35
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
80/200 0G 1.453 1.304 1.164 1.593 1.862 1.164 2 832: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.776 0.6 0.683 0.404
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
81/200 0G 1.561 1.381 1.285 1.626 1.837 1.315 3 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.741 0.8 0.755 0.503
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
82/200 0G 1.608 1.433 1.218 1.793 1.847 1.226 6 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.958 0.467 0.537 0.37
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
83/200 0G 1.555 1.338 1.242 1.607 1.916 1.272 6 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.866 0.533 0.621 0.426
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
84/200 0G 1.49 1.285 1.212 1.616 1.755 1.223 3 608: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.562 0.667 0.665 0.413
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
85/200 0G 1.523 1.309 1.191 1.667 1.817 1.226 5 416: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.767 0.659 0.662 0.414
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
86/200 0G 1.416 1.192 1.212 1.51 1.543 1.241 8 736: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.797 0.6 0.66 0.36
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
87/200 0G 1.559 1.303 1.234 1.656 1.804 1.265 3 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.983 0.533 0.622 0.345
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
88/200 0G 1.542 1.286 1.216 1.663 1.735 1.248 6 608: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.794 0.774 0.803 0.429
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
89/200 0G 1.501 1.233 1.283 1.631 1.708 1.321 3 960: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.89 0.667 0.772 0.45
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
90/200 0G 1.534 1.386 1.286 1.589 1.813 1.275 5 672: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.824 0.6 0.708 0.343
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
91/200 0G 1.573 1.251 1.213 1.641 1.636 1.204 6 768: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.879 0.733 0.808 0.386
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
92/200 0G 1.564 1.197 1.222 1.675 1.619 1.235 7 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.748 0.8 0.742 0.437
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
93/200 0G 1.487 1.179 1.232 1.639 1.637 1.232 7 448: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.781 0.667 0.774 0.463
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
94/200 0G 1.434 1.331 1.251 1.478 1.681 1.269 4 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.914 0.714 0.81 0.458
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
95/200 0G 1.413 1.122 1.142 1.584 1.476 1.167 4 672: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.821 0.467 0.567 0.326
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
96/200 0G 1.424 1.11 1.155 1.597 1.526 1.152 5 416: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.701 0.784 0.819 0.466
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
97/200 0G 1.415 1.151 1.19 1.604 1.498 1.234 5 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.754 0.933 0.863 0.447
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
98/200 0G 1.521 1.137 1.183 1.698 1.532 1.231 10 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.684 0.8 0.778 0.497
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
99/200 0G 1.243 1.138 1.058 1.415 1.366 1.094 0 672: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.723 0.6 0.703 0.447
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
100/200 0G 1.469 1.177 1.236 1.586 1.626 1.28 5 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.874 0.8 0.846 0.503
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
101/200 0G 1.432 1.272 1.216 1.59 1.833 1.219 5 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.549 0.533 0.522 0.343
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
102/200 0G 1.392 1.144 1.195 1.555 1.56 1.248 2 768: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.885 0.667 0.796 0.449
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
103/200 0G 1.555 1.165 1.239 1.68 1.486 1.25 2 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.589 0.733 0.609 0.296
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
104/200 0G 1.442 1.211 1.202 1.62 1.599 1.253 4 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.725 0.733 0.647 0.295
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
105/200 0G 1.565 1.271 1.154 1.747 1.663 1.182 4 384: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.678 0.733 0.672 0.384
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
106/200 0G 1.371 1.089 1.144 1.601 1.449 1.182 6 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.732 0.548 0.601 0.381
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
107/200 0G 1.309 1.086 1.117 1.489 1.472 1.173 6 736: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.743 0.733 0.72 0.344
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
108/200 0G 1.508 1.232 1.208 1.608 1.584 1.229 4 320: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.849 0.8 0.813 0.515
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
109/200 0G 1.392 1.203 1.255 1.473 1.542 1.289 7 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.918 0.8 0.843 0.536
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
110/200 0G 1.513 1.087 1.2 1.654 1.412 1.241 4 448: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.81 0.855 0.785 0.53
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
111/200 0G 1.421 1.166 1.195 1.465 1.551 1.197 4 608: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.923 0.796 0.851 0.594
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
112/200 0G 1.339 1.022 1.135 1.491 1.3 1.179 2 704: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.922 0.784 0.851 0.573
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
113/200 0G 1.296 0.9814 1.139 1.41 1.301 1.176 3 512: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.801 0.867 0.806 0.561
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
114/200 0G 1.411 1.139 1.169 1.524 1.545 1.169 6 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.915 0.722 0.827 0.575
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
115/200 0G 1.415 1.123 1.195 1.505 1.451 1.245 7 832: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.864 0.851 0.821 0.525
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
116/200 0G 1.49 1.044 1.165 1.561 1.269 1.156 3 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.785 0.867 0.858 0.578
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
117/200 0G 1.461 1.11 1.202 1.645 1.507 1.235 4 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.745 0.867 0.842 0.581
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
118/200 0G 1.366 1.027 1.162 1.568 1.234 1.218 3 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.784 0.484 0.567 0.339
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
119/200 0G 1.23 0.9634 1.151 1.395 1.181 1.229 2 896: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.894 0.667 0.682 0.451
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
120/200 0G 1.257 1.029 1.123 1.375 1.325 1.162 3 448: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.677 0.421 0.524 0.329
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
121/200 0G 1.361 1.044 1.152 1.456 1.361 1.173 6 832: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.73 0.809 0.529
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
122/200 0G 1.286 1.06 1.139 1.412 1.385 1.208 2 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.719 0.829 0.518
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
123/200 0G 1.349 1 1.152 1.466 1.383 1.199 3 448: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.98 0.8 0.855 0.536
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
124/200 0G 1.299 0.9111 1.137 1.428 1.242 1.151 3 480: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.836 0.733 0.789 0.48
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
125/200 0G 1.447 1.151 1.168 1.552 1.504 1.18 8 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.813 0.8 0.879 0.533
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
126/200 0G 1.195 0.9371 1.064 1.373 1.217 1.094 4 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.813 0.733 0.853 0.514
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
127/200 0G 1.394 1.177 1.208 1.471 1.621 1.224 2 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.892 0.8 0.881 0.539
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
128/200 0G 1.345 1.006 1.148 1.524 1.347 1.161 5 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.932 0.913 0.922 0.592
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
129/200 0G 1.381 1.044 1.237 1.485 1.355 1.254 3 960: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.933 0.928 0.917 0.577
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
130/200 0G 1.242 0.9356 1.169 1.359 1.183 1.191 3 480: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.582 0.655 0.395
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
131/200 0G 1.393 0.9854 1.204 1.513 1.305 1.23 5 928: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.666 0.725 0.442
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
132/200 0G 1.256 0.8747 1.124 1.401 1.119 1.171 7 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.854 0.867 0.892 0.566
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
133/200 0G 1.299 0.9039 1.12 1.465 1.141 1.176 6 800: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.865 0.853 0.889 0.576
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
134/200 0G 1.274 0.9502 1.089 1.469 1.327 1.139 4 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.987 0.8 0.887 0.53
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
135/200 0G 1.279 1.01 1.126 1.464 1.324 1.178 5 320: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.995 0.8 0.898 0.567
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
136/200 0G 1.264 0.8974 1.088 1.368 1.237 1.095 8 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.993 0.8 0.906 0.572
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
137/200 0G 1.278 0.91 1.072 1.435 1.235 1.125 2 384: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.861 0.91 0.579
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
138/200 0G 1.411 1.032 1.128 1.645 1.408 1.174 6 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.916 0.867 0.905 0.594
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
139/200 0G 1.296 0.9525 1.08 1.461 1.248 1.126 4 512: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.921 0.867 0.918 0.625
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
140/200 0G 1.32 0.8781 1.069 1.461 1.184 1.082 3 480: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.873 0.915 0.921 0.625
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
141/200 0G 1.178 0.8314 1.105 1.313 1.045 1.161 4 928: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.923 0.8 0.913 0.571
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
142/200 0G 1.302 1.065 1.124 1.489 1.468 1.153 2 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.923 0.797 0.856 0.542
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
143/200 0G 1.291 0.908 1.134 1.457 1.285 1.168 7 704: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.859 0.867 0.902 0.56
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
144/200 0G 1.25 0.9148 1.152 1.33 1.204 1.189 5 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.98 0.8 0.854 0.558
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
145/200 0G 1.301 1.034 1.131 1.577 1.517 1.206 3 320: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.894 0.8 0.853 0.551
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
146/200 0G 1.149 0.7955 1.085 1.233 1.017 1.12 7 928: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.984 0.867 0.867 0.574
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
147/200 0G 1.351 0.9062 1.112 1.526 1.157 1.154 3 960: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.895 0.8 0.89 0.571
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
148/200 0G 1.143 0.7883 1.089 1.25 1.037 1.127 3 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.818 0.933 0.901 0.54
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
149/200 0G 1.371 0.9819 1.173 1.443 1.267 1.194 6 608: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.963 0.8 0.878 0.555
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
150/200 0G 1.313 0.9068 1.099 1.437 1.187 1.119 6 704: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.86 0.933 0.918 0.558
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
151/200 0G 1.299 0.8473 1.126 1.367 1.015 1.135 1 416: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.938 0.933 0.935 0.602
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
152/200 0G 1.292 0.8667 1.12 1.459 1.08 1.177 5 416: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.902 0.867 0.905 0.603
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
153/200 0G 1.313 0.8856 1.129 1.393 1.145 1.153 6 512: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.823 0.928 0.906 0.56
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
154/200 0G 1.233 0.8488 1.12 1.352 1.042 1.13 3 544: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.807 0.867 0.888 0.574
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
155/200 0G 1.201 0.888 1.074 1.385 1.119 1.118 5 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.789 0.881 0.583
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
156/200 0G 1.234 0.8869 1.102 1.396 1.159 1.148 5 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.923 0.795 0.898 0.613
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
157/200 0G 1.267 0.9955 1.155 1.333 1.262 1.146 1 640: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.722 0.878 0.603
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
158/200 0G 1.159 0.8158 1.05 1.281 1.053 1.09 3 704: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.726 0.933 0.865 0.586
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
159/200 0G 1.256 0.9563 1.158 1.416 1.25 1.198 3 960: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.777 0.931 0.866 0.583
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
160/200 0G 1.217 0.8874 1.086 1.345 1.248 1.117 5 736: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.805 0.867 0.861 0.55
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
161/200 0G 1.238 0.9604 1.114 1.418 1.25 1.154 3 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.792 0.667 0.785 0.508
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
162/200 0G 1.172 0.7923 1.094 1.27 1.051 1.109 4 960: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.808 0.667 0.735 0.403
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
163/200 0G 1.252 0.8489 1.077 1.414 1.129 1.112 3 800: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.91 0.8 0.888 0.561
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
164/200 0G 1.184 0.8118 1.059 1.29 1.028 1.068 6 960: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.928 0.864 0.907 0.567
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
165/200 0G 1.354 0.9765 1.078 1.574 1.327 1.116 7 384: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.991 0.8 0.921 0.582
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
166/200 0G 1.272 0.885 1.113 1.429 1.227 1.15 7 800: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.809 0.6 0.707 0.477
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
167/200 0G 1.235 0.8239 1.084 1.347 1.041 1.112 5 800: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.917 0.867 0.918 0.639
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
168/200 0G 1.093 0.7833 1.054 1.241 1.038 1.098 4 736: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.805 0.867 0.892 0.623
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
169/200 0G 1.185 0.769 1.062 1.314 1.036 1.086 4 448: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.893 0.8 0.888 0.618
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
170/200 0G 1.237 0.8482 1.069 1.392 1.023 1.113 5 320: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.81 0.852 0.877 0.628
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
171/200 0G 1.273 0.8783 1.076 1.443 1.213 1.104 6 768: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.933 0.93 0.922 0.656
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
172/200 0G 1.205 1.042 1.09 1.337 1.326 1.131 2 736: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.978 0.933 0.935 0.683
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
173/200 0G 1.147 0.7651 1.009 1.337 1.005 1.052 4 576: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.993 0.867 0.93 0.681
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
174/200 0G 1.22 0.8008 1.048 1.374 1.057 1.067 7 608: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.933 0.928 0.93 0.664
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
175/200 0G 1.188 0.8197 1.117 1.274 1.149 1.145 3 800: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.912 0.867 0.907 0.664
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
176/200 0G 1.247 1.074 1.068 1.44 1.337 1.105 2 416: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.844 0.912 0.656
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
177/200 0G 1.191 0.7931 1.066 1.324 0.9938 1.1 6 384: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.921 0.933 0.926 0.682
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
178/200 0G 1.186 0.7731 1.037 1.313 1.038 1.068 4 672: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.899 0.933 0.922 0.669
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
179/200 0G 1.16 0.7121 1.04 1.275 0.8646 1.074 2 352: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.913 0.933 0.926 0.628
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
180/200 0G 1.082 0.7214 1.037 1.263 0.9744 1.104 4 384: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.905 0.935 0.633
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
181/200 0G 1.139 0.7428 1.093 1.221 0.9141 1.139 3 928: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.926 0.8 0.915 0.621
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
182/200 0G 1.121 0.7298 0.9856 1.297 0.9281 1.022 3 512: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.985 0.867 0.93 0.642
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
183/200 0G 1.086 0.7507 1.03 1.241 0.9074 1.061 5 832: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.867 0.93 0.626
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
184/200 0G 1.12 0.7753 1.026 1.278 1.039 1.076 5 960: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.923 0.935 0.634
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
185/200 0G 1.294 0.8264 1.089 1.576 1.135 1.139 4 416: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.867 0.933 0.921 0.62
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
186/200 0G 1.037 0.6886 1.012 1.178 0.8284 1.067 4 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.999 0.867 0.93 0.595
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
187/200 0G 1.137 0.7516 1.016 1.304 1.083 1.058 5 320: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.879 0.935 0.586
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
188/200 0G 1.209 0.7574 1.017 1.42 1.046 1.063 8 480: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 0.904 0.933 0.926 0.635
Epoch GPU_mem box_om cls_om dfl_om box_oo cls_oo dfl_oo Instances Size
189/200 0G 1.084 0.7104 1.027 1.228 0.9309 1.054 6 864: 100
Class Images Instances Box(P R mAP50 mAP50-95): 100%|??????????| 1/1 [00:
all 14 15 1 0.864 0.926 0.643