Tan_pytorch_segmentation/pytorch_segmentation/PV_U-Net/results20220109-165837.txt

[epoch: 0]
train_loss: 1.3541
lr: 0.010000
dice coefficient: 0.111
global correct: 71.1
average row correct: ['78.2', '22.4']
IoU: ['70.2', '9.0']
mean IoU: 39.6

[epoch: 1]
train_loss: 1.0442
lr: 0.009955
dice coefficient: 0.014
global correct: 85.7
average row correct: ['98.0', '1.0']
IoU: ['85.7', '0.9']
mean IoU: 43.3

[epoch: 2]
train_loss: 0.9315
lr: 0.009910
dice coefficient: 0.000
global correct: 87.2
average row correct: ['99.9', '0.0']
IoU: ['87.2', '0.0']
mean IoU: 43.6

[epoch: 3]
train_loss: 0.7929
lr: 0.009864
dice coefficient: 0.021
global correct: 87.4
average row correct: ['100.0', '1.1']
IoU: ['87.4', '1.1']
mean IoU: 44.3

[epoch: 4]
train_loss: 0.7329
lr: 0.009819
dice coefficient: 0.210
global correct: 88.8
average row correct: ['99.9', '12.5']
IoU: ['88.6', '12.4']
mean IoU: 50.5

[epoch: 5]
train_loss: 0.6343
lr: 0.009774
dice coefficient: 0.440
global correct: 90.5
average row correct: ['99.3', '30.8']
IoU: ['90.2', '29.3']
mean IoU: 59.7

[epoch: 6]
train_loss: 0.6105
lr: 0.009728
dice coefficient: 0.575
global correct: 91.8
average row correct: ['98.6', '45.5']
IoU: ['91.3', '41.5']
mean IoU: 66.4

[epoch: 7]
train_loss: 0.5982
lr: 0.009683
dice coefficient: 0.651
global correct: 91.3
average row correct: ['95.1', '64.8']
IoU: ['90.5', '48.5']
mean IoU: 69.5

[epoch: 8]
train_loss: 0.6641
lr: 0.009637
dice coefficient: 0.651
global correct: 90.7
average row correct: ['94.0', '67.7']
IoU: ['89.8', '48.0']
mean IoU: 68.9

[epoch: 9]
train_loss: 0.5530
lr: 0.009592
dice coefficient: 0.550
global correct: 80.7
average row correct: ['81.0', '78.3']
IoU: ['78.5', '34.0']
mean IoU: 56.3

[epoch: 10]
train_loss: 0.5676
lr: 0.009547
dice coefficient: 0.659
global correct: 89.2
average row correct: ['91.0', '77.0']
IoU: ['88.1', '47.6']
mean IoU: 67.8

[epoch: 11]
train_loss: 0.5494
lr: 0.009501
dice coefficient: 0.654
global correct: 90.0
average row correct: ['92.8', '70.5']
IoU: ['89.0', '47.3']
mean IoU: 68.1

[epoch: 12]
train_loss: 0.5293
lr: 0.009456
dice coefficient: 0.713
global correct: 91.9
average row correct: ['94.6', '73.2']
IoU: ['91.1', '53.5']
mean IoU: 72.3

[epoch: 13]
train_loss: 0.5291
lr: 0.009410
dice coefficient: 0.689
global correct: 91.2
average row correct: ['93.6', '75.1']
IoU: ['90.3', '52.2']
mean IoU: 71.3

[epoch: 14]
train_loss: 0.5163
lr: 0.009365
dice coefficient: 0.691
global correct: 92.6
average row correct: ['96.3', '67.0']
IoU: ['91.9', '53.4']
mean IoU: 72.6

[epoch: 15]
train_loss: 0.5168
lr: 0.009319
dice coefficient: 0.722
global correct: 93.3
average row correct: ['96.6', '70.3']
IoU: ['92.6', '57.1']
mean IoU: 74.9

[epoch: 16]
train_loss: 0.5153
lr: 0.009273
dice coefficient: 0.740
global correct: 94.0
average row correct: ['97.7', '68.3']
IoU: ['93.4', '59.1']
mean IoU: 76.3

[epoch: 17]
train_loss: 0.4923
lr: 0.009228
dice coefficient: 0.734
global correct: 93.6
average row correct: ['96.9', '70.7']
IoU: ['92.9', '58.4']
mean IoU: 75.7

[epoch: 18]
train_loss: 0.4692
lr: 0.009182
dice coefficient: 0.740
global correct: 93.7
average row correct: ['97.0', '71.2']
IoU: ['93.1', '59.2']
mean IoU: 76.1

[epoch: 19]
train_loss: 0.4701
lr: 0.009136
dice coefficient: 0.754
global correct: 94.0
average row correct: ['97.1', '72.9']
IoU: ['93.4', '60.8']
mean IoU: 77.1

[epoch: 20]
train_loss: 0.4710
lr: 0.009091
dice coefficient: 0.761
global correct: 94.0
average row correct: ['96.8', '75.0']
IoU: ['93.4', '61.5']
mean IoU: 77.5

[epoch: 21]
train_loss: 0.4624
lr: 0.009045
dice coefficient: 0.756
global correct: 94.1
average row correct: ['97.3', '72.3']
IoU: ['93.6', '61.1']
mean IoU: 77.3

[epoch: 22]
train_loss: 0.4480
lr: 0.008999
dice coefficient: 0.759
global correct: 94.3
average row correct: ['97.5', '71.9']
IoU: ['93.7', '61.5']
mean IoU: 77.6

[epoch: 23]
train_loss: 0.4342
lr: 0.008954
dice coefficient: 0.748
global correct: 94.3
average row correct: ['98.1', '68.2']
IoU: ['93.7', '60.2']
mean IoU: 77.0

[epoch: 24]
train_loss: 0.4465
lr: 0.008908
dice coefficient: 0.771
global correct: 94.5
average row correct: ['97.6', '73.4']
IoU: ['93.9', '63.0']
mean IoU: 78.5

[epoch: 25]
train_loss: 0.4295
lr: 0.008862
dice coefficient: 0.770
global correct: 94.5
average row correct: ['97.6', '73.1']
IoU: ['94.0', '62.9']
mean IoU: 78.4

[epoch: 26]
train_loss: 0.4246
lr: 0.008816
dice coefficient: 0.768
global correct: 94.6
average row correct: ['98.0', '71.2']
IoU: ['94.1', '62.6']
mean IoU: 78.3

[epoch: 27]
train_loss: 0.4180
lr: 0.008770
dice coefficient: 0.771
global correct: 94.6
average row correct: ['97.9', '72.1']
IoU: ['94.1', '63.0']
mean IoU: 78.5

[epoch: 28]
train_loss: 0.4408
lr: 0.008724
dice coefficient: 0.775
global correct: 94.5
average row correct: ['97.3', '75.3']
IoU: ['93.9', '63.5']
mean IoU: 78.7

[epoch: 29]
train_loss: 0.4323
lr: 0.008678
dice coefficient: 0.763
global correct: 94.5
average row correct: ['97.9', '70.9']
IoU: ['93.9', '62.0']
mean IoU: 78.0

[epoch: 30]
train_loss: 0.4144
lr: 0.008632
dice coefficient: 0.772
global correct: 94.3
average row correct: ['96.8', '76.9']
IoU: ['93.7', '63.1']
mean IoU: 78.4

[epoch: 31]
train_loss: 0.4130
lr: 0.008586
dice coefficient: 0.776
global correct: 94.6
average row correct: ['97.6', '74.0']
IoU: ['94.0', '63.6']
mean IoU: 78.8

[epoch: 32]
train_loss: 0.4109
lr: 0.008540
dice coefficient: 0.776
global correct: 94.6
average row correct: ['97.5', '74.8']
IoU: ['94.0', '63.6']
mean IoU: 78.8

[epoch: 33]
train_loss: 0.4190
lr: 0.008494
dice coefficient: 0.779
global correct: 94.7
average row correct: ['97.6', '74.3']
IoU: ['94.1', '64.0']
mean IoU: 79.1

[epoch: 34]
train_loss: 0.4163
lr: 0.008448
dice coefficient: 0.773
global correct: 94.6
average row correct: ['97.8', '72.6']
IoU: ['94.1', '63.2']
mean IoU: 78.6

[epoch: 35]
train_loss: 0.4064
lr: 0.008402
dice coefficient: 0.775
global correct: 94.7
average row correct: ['98.0', '72.1']
IoU: ['94.2', '63.5']
mean IoU: 78.8

[epoch: 36]
train_loss: 0.3986
lr: 0.008356
dice coefficient: 0.785
global correct: 94.7
average row correct: ['97.2', '77.1']
IoU: ['94.1', '64.8']
mean IoU: 79.4

[epoch: 37]
train_loss: 0.3959
lr: 0.008310
dice coefficient: 0.784
global correct: 94.8
average row correct: ['97.7', '74.9']
IoU: ['94.3', '64.7']
mean IoU: 79.5

[epoch: 38]
train_loss: 0.4058
lr: 0.008264
dice coefficient: 0.786
global correct: 94.7
average row correct: ['97.4', '76.4']
IoU: ['94.2', '64.9']
mean IoU: 79.5

[epoch: 39]
train_loss: 0.3934
lr: 0.008218
dice coefficient: 0.786
global correct: 94.8
average row correct: ['97.5', '76.2']
IoU: ['94.2', '64.9']
mean IoU: 79.5

[epoch: 40]
train_loss: 0.3926
lr: 0.008171
dice coefficient: 0.783
global correct: 94.7
average row correct: ['97.3', '76.4']
IoU: ['94.1', '64.6']
mean IoU: 79.3

[epoch: 41]
train_loss: 0.3880
lr: 0.008125
dice coefficient: 0.787
global correct: 94.8
average row correct: ['97.6', '75.6']
IoU: ['94.3', '65.1']
mean IoU: 79.7

[epoch: 42]
train_loss: 0.3964
lr: 0.008079
dice coefficient: 0.788
global correct: 94.8
average row correct: ['97.4', '77.1']
IoU: ['94.2', '65.3']
mean IoU: 79.7

[epoch: 43]
train_loss: 0.3980
lr: 0.008032
dice coefficient: 0.787
global correct: 94.7
average row correct: ['97.3', '77.0']
IoU: ['94.2', '65.1']
mean IoU: 79.6

[epoch: 44]
train_loss: 0.3846
lr: 0.007986
dice coefficient: 0.787
global correct: 94.7
average row correct: ['97.2', '77.4']
IoU: ['94.1', '65.1']
mean IoU: 79.6

[epoch: 45]
train_loss: 0.3832
lr: 0.007940
dice coefficient: 0.783
global correct: 94.7
average row correct: ['97.5', '75.6']
IoU: ['94.2', '64.6']
mean IoU: 79.4

[epoch: 46]
train_loss: 0.3839
lr: 0.007893
dice coefficient: 0.789
global correct: 94.9
average row correct: ['97.6', '76.1']
IoU: ['94.3', '65.4']
mean IoU: 79.8

[epoch: 47]
train_loss: 0.3739
lr: 0.007847
dice coefficient: 0.789
global correct: 94.8
average row correct: ['97.4', '76.8']
IoU: ['94.3', '65.4']
mean IoU: 79.8

[epoch: 48]
train_loss: 0.4064
lr: 0.007800
dice coefficient: 0.783
global correct: 94.7
average row correct: ['97.4', '76.0']
IoU: ['94.1', '64.4']
mean IoU: 79.3

[epoch: 49]
train_loss: 0.3878
lr: 0.007754
dice coefficient: 0.787
global correct: 94.7
average row correct: ['97.3', '77.1']
IoU: ['94.2', '65.1']
mean IoU: 79.6

[epoch: 50]
train_loss: 0.3856
lr: 0.007707
dice coefficient: 0.788
global correct: 94.8
average row correct: ['97.6', '76.2']
IoU: ['94.3', '65.3']
mean IoU: 79.8

[epoch: 51]
train_loss: 0.3883
lr: 0.007661
dice coefficient: 0.788
global correct: 94.5
average row correct: ['96.5', '80.7']
IoU: ['93.9', '65.2']
mean IoU: 79.5

[epoch: 52]
train_loss: 0.3965
lr: 0.007614
dice coefficient: 0.791
global correct: 94.8
average row correct: ['97.2', '78.1']
IoU: ['94.2', '65.5']
mean IoU: 79.9

[epoch: 53]
train_loss: 0.3851
lr: 0.007567
dice coefficient: 0.793
global correct: 94.9
average row correct: ['97.4', '77.5']
IoU: ['94.3', '65.9']
mean IoU: 80.1

[epoch: 54]
train_loss: 0.3859
lr: 0.007521
dice coefficient: 0.790
global correct: 94.9
average row correct: ['97.6', '76.2']
IoU: ['94.3', '65.5']
mean IoU: 79.9

[epoch: 55]
train_loss: 0.3801
lr: 0.007474
dice coefficient: 0.790
global correct: 94.8
average row correct: ['97.4', '77.2']
IoU: ['94.3', '65.5']
mean IoU: 79.9

[epoch: 56]
train_loss: 0.3928
lr: 0.007427
dice coefficient: 0.786
global correct: 94.9
average row correct: ['98.0', '73.7']
IoU: ['94.4', '64.9']
mean IoU: 79.7

[epoch: 57]
train_loss: 0.3930
lr: 0.007381
dice coefficient: 0.790
global correct: 94.6
average row correct: ['96.8', '79.6']
IoU: ['94.0', '65.4']
mean IoU: 79.7

[epoch: 58]
train_loss: 0.3738
lr: 0.007334
dice coefficient: 0.789
global correct: 94.9
average row correct: ['97.8', '75.0']
IoU: ['94.4', '65.4']
mean IoU: 79.9

[epoch: 59]
train_loss: 0.3706
lr: 0.007287
dice coefficient: 0.795
global correct: 94.8
average row correct: ['97.1', '79.5']
IoU: ['94.2', '66.1']
mean IoU: 80.2

[epoch: 60]
train_loss: 0.3783
lr: 0.007240
dice coefficient: 0.795
global correct: 95.0
average row correct: ['97.7', '76.7']
IoU: ['94.5', '66.2']
mean IoU: 80.3

[epoch: 61]
train_loss: 0.3656
lr: 0.007193
dice coefficient: 0.792
global correct: 95.1
average row correct: ['98.0', '74.6']
IoU: ['94.5', '65.7']
mean IoU: 80.1

[epoch: 62]
train_loss: 0.3773
lr: 0.007146
dice coefficient: 0.796
global correct: 95.0
average row correct: ['97.7', '76.6']
IoU: ['94.5', '66.3']
mean IoU: 80.4

[epoch: 63]
train_loss: 0.3703
lr: 0.007099
dice coefficient: 0.796
global correct: 95.1
average row correct: ['97.9', '75.8']
IoU: ['94.6', '66.2']
mean IoU: 80.4

[epoch: 64]
train_loss: 0.3630
lr: 0.007052
dice coefficient: 0.794
global correct: 94.8
average row correct: ['97.1', '79.4']
IoU: ['94.2', '66.0']
mean IoU: 80.1

[epoch: 65]
train_loss: 0.3680
lr: 0.007005
dice coefficient: 0.797
global correct: 95.1
average row correct: ['97.7', '76.8']
IoU: ['94.5', '66.4']
mean IoU: 80.5

[epoch: 66]
train_loss: 0.3557
lr: 0.006958
dice coefficient: 0.799
global correct: 95.1
average row correct: ['97.5', '77.9']
IoU: ['94.5', '66.7']
mean IoU: 80.6

[epoch: 67]
train_loss: 0.3759
lr: 0.006911
dice coefficient: 0.796
global correct: 94.8
average row correct: ['97.0', '80.0']
IoU: ['94.2', '66.3']
mean IoU: 80.2

[epoch: 68]
train_loss: 0.3638
lr: 0.006864
dice coefficient: 0.790
global correct: 95.0
average row correct: ['98.0', '74.3']
IoU: ['94.5', '65.4']
mean IoU: 79.9

[epoch: 69]
train_loss: 0.3540
lr: 0.006817
dice coefficient: 0.796
global correct: 94.6
average row correct: ['96.3', '83.0']
IoU: ['94.0', '66.2']
mean IoU: 80.1

[epoch: 70]
train_loss: 0.3602
lr: 0.006770
dice coefficient: 0.798
global correct: 94.9
average row correct: ['97.1', '79.7']
IoU: ['94.3', '66.6']
mean IoU: 80.4

[epoch: 71]
train_loss: 0.3597
lr: 0.006722
dice coefficient: 0.797
global correct: 95.0
average row correct: ['97.6', '77.2']
IoU: ['94.5', '66.5']
mean IoU: 80.5

[epoch: 72]
train_loss: 0.3618
lr: 0.006675
dice coefficient: 0.802
global correct: 95.1
average row correct: ['97.5', '78.8']
IoU: ['94.5', '67.1']
mean IoU: 80.8

[epoch: 73]
train_loss: 0.3582
lr: 0.006628
dice coefficient: 0.803
global correct: 95.1
average row correct: ['97.4', '79.3']
IoU: ['94.5', '67.2']
mean IoU: 80.9

[epoch: 74]
train_loss: 0.3624
lr: 0.006580
dice coefficient: 0.800
global correct: 95.1
average row correct: ['97.7', '77.3']
IoU: ['94.6', '66.8']
mean IoU: 80.7

[epoch: 75]
train_loss: 0.3648
lr: 0.006533
dice coefficient: 0.795
global correct: 95.1
average row correct: ['98.2', '74.5']
IoU: ['94.6', '66.1']
mean IoU: 80.4

[epoch: 76]
train_loss: 0.3553
lr: 0.006486
dice coefficient: 0.801
global correct: 95.0
average row correct: ['97.3', '79.6']
IoU: ['94.4', '67.0']
mean IoU: 80.7

[epoch: 77]
train_loss: 0.3632
lr: 0.006438
dice coefficient: 0.796
global correct: 94.6
average row correct: ['96.5', '82.2']
IoU: ['94.0', '66.1']
mean IoU: 80.1

[epoch: 78]
train_loss: 0.3511
lr: 0.006391
dice coefficient: 0.801
global correct: 95.2
average row correct: ['97.9', '76.5']
IoU: ['94.7', '67.0']
mean IoU: 80.8

[epoch: 79]
train_loss: 0.3602
lr: 0.006343
dice coefficient: 0.803
global correct: 95.2
average row correct: ['97.8', '77.4']
IoU: ['94.7', '67.2']
mean IoU: 80.9

[epoch: 80]
train_loss: 0.3585
lr: 0.006295
dice coefficient: 0.801
global correct: 94.9
average row correct: ['97.0', '80.8']
IoU: ['94.3', '67.0']
mean IoU: 80.7

[epoch: 81]
train_loss: 0.3543
lr: 0.006248
dice coefficient: 0.802
global correct: 95.1
average row correct: ['97.5', '78.6']
IoU: ['94.6', '67.1']
mean IoU: 80.8

[epoch: 82]
train_loss: 0.3689
lr: 0.006200
dice coefficient: 0.804
global correct: 95.1
average row correct: ['97.3', '79.8']
IoU: ['94.5', '67.4']
mean IoU: 80.9

[epoch: 83]
train_loss: 0.3588
lr: 0.006152
dice coefficient: 0.803
global correct: 94.9
average row correct: ['96.9', '81.6']
IoU: ['94.3', '67.2']
mean IoU: 80.8

[epoch: 84]
train_loss: 0.3640
lr: 0.006105
dice coefficient: 0.798
global correct: 94.9
average row correct: ['97.3', '78.9']
IoU: ['94.4', '66.4']
mean IoU: 80.4

[epoch: 85]
train_loss: 0.3635
lr: 0.006057
dice coefficient: 0.802
global correct: 95.2
average row correct: ['97.7', '77.7']
IoU: ['94.6', '67.1']
mean IoU: 80.9

[epoch: 86]
train_loss: 0.3441
lr: 0.006009
dice coefficient: 0.802
global correct: 95.2
average row correct: ['98.0', '76.1']
IoU: ['94.7', '67.0']
mean IoU: 80.9

[epoch: 87]
train_loss: 0.3553
lr: 0.005961
dice coefficient: 0.806
global correct: 95.1
average row correct: ['97.4', '79.8']
IoU: ['94.6', '67.6']
mean IoU: 81.1

[epoch: 88]
train_loss: 0.3558
lr: 0.005913
dice coefficient: 0.804
global correct: 95.0
average row correct: ['97.2', '80.4']
IoU: ['94.5', '67.4']
mean IoU: 80.9

[epoch: 89]
train_loss: 0.3638
lr: 0.005865
dice coefficient: 0.804
global correct: 95.1
average row correct: ['97.6', '78.5']
IoU: ['94.6', '67.3']
mean IoU: 81.0

[epoch: 90]
train_loss: 0.3546
lr: 0.005817
dice coefficient: 0.804
global correct: 95.1
average row correct: ['97.6', '78.5']
IoU: ['94.6', '67.3']
mean IoU: 80.9

[epoch: 91]
train_loss: 0.3587
lr: 0.005769
dice coefficient: 0.804
global correct: 95.0
average row correct: ['97.0', '81.0']
IoU: ['94.4', '67.3']
mean IoU: 80.9

[epoch: 92]
train_loss: 0.3546
lr: 0.005721
dice coefficient: 0.804
global correct: 95.0
average row correct: ['97.0', '81.2']
IoU: ['94.4', '67.3']
mean IoU: 80.9

[epoch: 93]
train_loss: 0.3505
lr: 0.005673
dice coefficient: 0.804
global correct: 95.2
average row correct: ['97.6', '78.4']
IoU: ['94.6', '67.3']
mean IoU: 81.0

[epoch: 94]
train_loss: 0.3545
lr: 0.005625
dice coefficient: 0.803
global correct: 95.0
average row correct: ['97.2', '80.2']
IoU: ['94.5', '67.2']
mean IoU: 80.9

[epoch: 95]
train_loss: 0.3497
lr: 0.005577
dice coefficient: 0.806
global correct: 95.2
average row correct: ['97.8', '78.0']
IoU: ['94.7', '67.6']
mean IoU: 81.1

[epoch: 96]
train_loss: 0.3476
lr: 0.005528
dice coefficient: 0.806
global correct: 95.1
average row correct: ['97.4', '79.9']
IoU: ['94.6', '67.7']
mean IoU: 81.1

[epoch: 97]
train_loss: 0.3479
lr: 0.005480
dice coefficient: 0.805
global correct: 95.0
average row correct: ['96.9', '81.8']
IoU: ['94.4', '67.5']
mean IoU: 81.0

[epoch: 98]
train_loss: 0.3563
lr: 0.005432
dice coefficient: 0.807
global correct: 95.1
average row correct: ['97.2', '80.6']
IoU: ['94.6', '67.8']
mean IoU: 81.2

[epoch: 99]
train_loss: 0.3444
lr: 0.005383
dice coefficient: 0.805
global correct: 95.2
average row correct: ['97.7', '78.2']
IoU: ['94.7', '67.5']
mean IoU: 81.1

[epoch: 100]
train_loss: 0.3419
lr: 0.005335
dice coefficient: 0.805
global correct: 95.1
average row correct: ['97.2', '80.4']
IoU: ['94.5', '67.5']
mean IoU: 81.0

[epoch: 101]
train_loss: 0.3504
lr: 0.005286
dice coefficient: 0.807
global correct: 95.0
average row correct: ['96.9', '82.1']
IoU: ['94.4', '67.7']
mean IoU: 81.1

[epoch: 102]
train_loss: 0.3511
lr: 0.005238
dice coefficient: 0.802
global correct: 95.0
average row correct: ['97.2', '79.7']
IoU: ['94.4', '67.0']
mean IoU: 80.7

[epoch: 103]
train_loss: 0.3431
lr: 0.005189
dice coefficient: 0.802
global correct: 95.2
average row correct: ['98.0', '76.5']
IoU: ['94.7', '67.1']
mean IoU: 80.9

[epoch: 104]
train_loss: 0.3453
lr: 0.005140
dice coefficient: 0.805
global correct: 95.2
average row correct: ['97.7', '78.0']
IoU: ['94.7', '67.5']
mean IoU: 81.1

[epoch: 105]
train_loss: 0.3475
lr: 0.005092
dice coefficient: 0.805
global correct: 95.0
average row correct: ['97.0', '81.2']
IoU: ['94.4', '67.5']
mean IoU: 81.0

[epoch: 106]
train_loss: 0.3434
lr: 0.005043
dice coefficient: 0.806
global correct: 95.1
average row correct: ['97.4', '79.7']
IoU: ['94.6', '67.6']
mean IoU: 81.1

[epoch: 107]
train_loss: 0.3426
lr: 0.004994
dice coefficient: 0.807
global correct: 95.2
average row correct: ['97.6', '78.8']
IoU: ['94.7', '67.8']
mean IoU: 81.2

[epoch: 108]
train_loss: 0.3372
lr: 0.004945
dice coefficient: 0.807
global correct: 95.0
average row correct: ['96.9', '82.1']
IoU: ['94.4', '67.8']
mean IoU: 81.1

[epoch: 109]
train_loss: 0.3474
lr: 0.004896
dice coefficient: 0.805
global correct: 95.2
average row correct: ['97.5', '79.1']
IoU: ['94.6', '67.5']
mean IoU: 81.1

[epoch: 110]
train_loss: 0.3393
lr: 0.004847
dice coefficient: 0.804
global correct: 95.1
average row correct: ['97.4', '79.4']
IoU: ['94.5', '67.3']
mean IoU: 80.9

[epoch: 111]
train_loss: 0.3381
lr: 0.004798
dice coefficient: 0.808
global correct: 95.2
average row correct: ['97.4', '79.9']
IoU: ['94.6', '67.8']
mean IoU: 81.2

[epoch: 112]
train_loss: 0.3464
lr: 0.004749
dice coefficient: 0.808
global correct: 95.2
average row correct: ['97.3', '80.4']
IoU: ['94.6', '68.0']
mean IoU: 81.3

[epoch: 113]
train_loss: 0.3397
lr: 0.004700
dice coefficient: 0.806
global correct: 95.3
average row correct: ['97.8', '77.7']
IoU: ['94.8', '67.7']
mean IoU: 81.2

[epoch: 114]
train_loss: 0.3409
lr: 0.004651
dice coefficient: 0.808
global correct: 95.1
average row correct: ['97.0', '81.7']
IoU: ['94.5', '67.9']
mean IoU: 81.2

[epoch: 115]
train_loss: 0.3396
lr: 0.004601
dice coefficient: 0.809
global correct: 95.2
average row correct: ['97.5', '79.8']
IoU: ['94.7', '68.1']
mean IoU: 81.4

[epoch: 116]
train_loss: 0.3402
lr: 0.004552
dice coefficient: 0.810
global correct: 95.3
average row correct: ['97.5', '79.8']
IoU: ['94.7', '68.2']
mean IoU: 81.5

[epoch: 117]
train_loss: 0.3444
lr: 0.004503
dice coefficient: 0.810
global correct: 95.1
average row correct: ['97.0', '82.2']
IoU: ['94.5', '68.2']
mean IoU: 81.3

[epoch: 118]
train_loss: 0.3391
lr: 0.004453
dice coefficient: 0.809
global correct: 95.1
average row correct: ['97.1', '81.7']
IoU: ['94.5', '68.0']
mean IoU: 81.3

[epoch: 119]
train_loss: 0.3360
lr: 0.004404
dice coefficient: 0.810
global correct: 95.2
average row correct: ['97.4', '80.5']
IoU: ['94.7', '68.2']
mean IoU: 81.4

[epoch: 120]
train_loss: 0.3418
lr: 0.004354
dice coefficient: 0.810
global correct: 95.2
average row correct: ['97.3', '80.6']
IoU: ['94.7', '68.2']
mean IoU: 81.4

[epoch: 121]
train_loss: 0.3308
lr: 0.004304
dice coefficient: 0.809
global correct: 95.1
average row correct: ['97.2', '81.1']
IoU: ['94.6', '68.0']
mean IoU: 81.3

[epoch: 122]
train_loss: 0.3440
lr: 0.004255
dice coefficient: 0.808
global correct: 95.2
average row correct: ['97.4', '80.2']
IoU: ['94.6', '67.9']
mean IoU: 81.3

[epoch: 123]
train_loss: 0.3344
lr: 0.004205
dice coefficient: 0.810
global correct: 95.2
average row correct: ['97.3', '80.8']
IoU: ['94.6', '68.2']
mean IoU: 81.4

[epoch: 124]
train_loss: 0.3282
lr: 0.004155
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.4', '80.7']
IoU: ['94.7', '68.4']
mean IoU: 81.5

[epoch: 125]
train_loss: 0.3342
lr: 0.004105
dice coefficient: 0.809
global correct: 95.2
average row correct: ['97.5', '79.7']
IoU: ['94.7', '68.1']
mean IoU: 81.4

[epoch: 126]
train_loss: 0.3411
lr: 0.004055
dice coefficient: 0.809
global correct: 95.2
average row correct: ['97.5', '79.7']
IoU: ['94.7', '68.0']
mean IoU: 81.4

[epoch: 127]
train_loss: 0.3415
lr: 0.004005
dice coefficient: 0.809
global correct: 95.3
average row correct: ['97.6', '79.2']
IoU: ['94.7', '68.0']
mean IoU: 81.4

[epoch: 128]
train_loss: 0.3360
lr: 0.003955
dice coefficient: 0.808
global correct: 95.3
average row correct: ['97.8', '78.3']
IoU: ['94.8', '67.8']
mean IoU: 81.3

[epoch: 129]
train_loss: 0.3323
lr: 0.003905
dice coefficient: 0.808
global correct: 95.0
average row correct: ['96.9', '82.2']
IoU: ['94.5', '67.9']
mean IoU: 81.2

[epoch: 130]
train_loss: 0.3427
lr: 0.003855
dice coefficient: 0.807
global correct: 94.9
average row correct: ['96.7', '83.2']
IoU: ['94.3', '67.7']
mean IoU: 81.0

[epoch: 131]
train_loss: 0.3402
lr: 0.003804
dice coefficient: 0.808
global correct: 95.1
average row correct: ['97.0', '82.0']
IoU: ['94.5', '67.9']
mean IoU: 81.2

[epoch: 132]
train_loss: 0.3388
lr: 0.003754
dice coefficient: 0.809
global correct: 95.2
average row correct: ['97.3', '80.7']
IoU: ['94.6', '68.0']
mean IoU: 81.3

[epoch: 133]
train_loss: 0.3366
lr: 0.003704
dice coefficient: 0.802
global correct: 94.8
average row correct: ['96.4', '83.4']
IoU: ['94.2', '67.1']
mean IoU: 80.6

[epoch: 134]
train_loss: 0.3347
lr: 0.003653
dice coefficient: 0.809
global correct: 95.2
average row correct: ['97.3', '80.7']
IoU: ['94.6', '68.0']
mean IoU: 81.3

[epoch: 135]
train_loss: 0.3405
lr: 0.003602
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.2', '81.2']
IoU: ['94.6', '68.3']
mean IoU: 81.5

[epoch: 136]
train_loss: 0.3342
lr: 0.003552
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.3', '81.1']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 137]
train_loss: 0.3309
lr: 0.003501
dice coefficient: 0.812
global correct: 95.3
average row correct: ['97.5', '80.2']
IoU: ['94.8', '68.4']
mean IoU: 81.6

[epoch: 138]
train_loss: 0.3281
lr: 0.003450
dice coefficient: 0.810
global correct: 95.3
average row correct: ['97.5', '79.8']
IoU: ['94.7', '68.2']
mean IoU: 81.5

[epoch: 139]
train_loss: 0.3283
lr: 0.003399
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.2', '81.6']
IoU: ['94.6', '68.3']
mean IoU: 81.5

[epoch: 140]
train_loss: 0.3344
lr: 0.003348
dice coefficient: 0.811
global correct: 95.3
average row correct: ['97.5', '80.1']
IoU: ['94.7', '68.4']
mean IoU: 81.6

[epoch: 141]
train_loss: 0.3331
lr: 0.003297
dice coefficient: 0.810
global correct: 95.3
average row correct: ['97.7', '78.8']
IoU: ['94.8', '68.2']
mean IoU: 81.5

[epoch: 142]
train_loss: 0.3339
lr: 0.003246
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.3', '81.0']
IoU: ['94.7', '68.2']
mean IoU: 81.4

[epoch: 143]
train_loss: 0.3274
lr: 0.003194
dice coefficient: 0.810
global correct: 95.1
average row correct: ['97.1', '81.7']
IoU: ['94.6', '68.1']
mean IoU: 81.3

[epoch: 144]
train_loss: 0.3410
lr: 0.003143
dice coefficient: 0.807
global correct: 94.9
average row correct: ['96.3', '84.7']
IoU: ['94.2', '67.7']
mean IoU: 81.0

[epoch: 145]
train_loss: 0.3397
lr: 0.003092
dice coefficient: 0.802
global correct: 94.7
average row correct: ['96.1', '84.9']
IoU: ['94.0', '67.0']
mean IoU: 80.5

[epoch: 146]
train_loss: 0.3273
lr: 0.003040
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.2', '81.7']
IoU: ['94.6', '68.4']
mean IoU: 81.5

[epoch: 147]
train_loss: 0.3300
lr: 0.002988
dice coefficient: 0.810
global correct: 95.1
average row correct: ['96.9', '82.7']
IoU: ['94.5', '68.2']
mean IoU: 81.3

[epoch: 148]
train_loss: 0.3318
lr: 0.002937
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.2', '81.3']
IoU: ['94.6', '68.3']
mean IoU: 81.4

[epoch: 149]
train_loss: 0.3350
lr: 0.002885
dice coefficient: 0.810
global correct: 95.2
average row correct: ['97.5', '80.1']
IoU: ['94.7', '68.2']
mean IoU: 81.4

[epoch: 150]
train_loss: 0.3335
lr: 0.002833
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.4', '80.4']
IoU: ['94.7', '68.2']
mean IoU: 81.5

[epoch: 151]
train_loss: 0.3259
lr: 0.002781
dice coefficient: 0.810
global correct: 95.1
average row correct: ['97.1', '81.9']
IoU: ['94.6', '68.2']
mean IoU: 81.4

[epoch: 152]
train_loss: 0.3304
lr: 0.002728
dice coefficient: 0.810
global correct: 95.1
average row correct: ['97.1', '81.6']
IoU: ['94.6', '68.2']
mean IoU: 81.4

[epoch: 153]
train_loss: 0.3352
lr: 0.002676
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.4', '80.6']
IoU: ['94.7', '68.3']
mean IoU: 81.5

[epoch: 154]
train_loss: 0.3272
lr: 0.002624
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.1', '82.0']
IoU: ['94.6', '68.3']
mean IoU: 81.5

[epoch: 155]
train_loss: 0.3339
lr: 0.002571
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.2', '81.6']
IoU: ['94.6', '68.4']
mean IoU: 81.5

[epoch: 156]
train_loss: 0.3288
lr: 0.002519
dice coefficient: 0.812
global correct: 95.3
average row correct: ['97.4', '80.5']
IoU: ['94.7', '68.4']
mean IoU: 81.6

[epoch: 157]
train_loss: 0.3247
lr: 0.002466
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.3', '81.0']
IoU: ['94.7', '68.4']
mean IoU: 81.6

[epoch: 158]
train_loss: 0.3381
lr: 0.002413
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.2', '81.7']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 159]
train_loss: 0.3318
lr: 0.002360
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.0', '82.8']
IoU: ['94.6', '68.5']
mean IoU: 81.5

[epoch: 160]
train_loss: 0.3281
lr: 0.002307
dice coefficient: 0.813
global correct: 95.3
average row correct: ['97.3', '81.1']
IoU: ['94.7', '68.6']
mean IoU: 81.7

[epoch: 161]
train_loss: 0.3322
lr: 0.002253
dice coefficient: 0.813
global correct: 95.3
average row correct: ['97.4', '80.9']
IoU: ['94.7', '68.6']
mean IoU: 81.7

[epoch: 162]
train_loss: 0.3288
lr: 0.002200
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.1', '81.8']
IoU: ['94.6', '68.4']
mean IoU: 81.5

[epoch: 163]
train_loss: 0.3301
lr: 0.002146
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.4', '80.5']
IoU: ['94.7', '68.3']
mean IoU: 81.5

[epoch: 164]
train_loss: 0.3272
lr: 0.002093
dice coefficient: 0.809
global correct: 95.3
average row correct: ['97.7', '78.6']
IoU: ['94.8', '68.0']
mean IoU: 81.4

[epoch: 165]
train_loss: 0.3313
lr: 0.002039
dice coefficient: 0.811
global correct: 95.3
average row correct: ['97.6', '79.8']
IoU: ['94.8', '68.3']
mean IoU: 81.6

[epoch: 166]
train_loss: 0.3281
lr: 0.001985
dice coefficient: 0.811
global correct: 95.2
average row correct: ['97.1', '81.8']
IoU: ['94.6', '68.3']
mean IoU: 81.5

[epoch: 167]
train_loss: 0.3335
lr: 0.001930
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.2', '82.0']
IoU: ['94.7', '68.6']
mean IoU: 81.6

[epoch: 168]
train_loss: 0.3280
lr: 0.001876
dice coefficient: 0.813
global correct: 95.3
average row correct: ['97.3', '81.2']
IoU: ['94.7', '68.6']
mean IoU: 81.6

[epoch: 169]
train_loss: 0.3346
lr: 0.001822
dice coefficient: 0.813
global correct: 95.3
average row correct: ['97.4', '81.0']
IoU: ['94.8', '68.6']
mean IoU: 81.7

[epoch: 170]
train_loss: 0.3314
lr: 0.001767
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.1', '82.1']
IoU: ['94.6', '68.6']
mean IoU: 81.6

[epoch: 171]
train_loss: 0.3287
lr: 0.001712
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.1', '82.1']
IoU: ['94.7', '68.6']
mean IoU: 81.6

[epoch: 172]
train_loss: 0.3258
lr: 0.001657
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.1', '82.0']
IoU: ['94.7', '68.6']
mean IoU: 81.6

[epoch: 173]
train_loss: 0.3413
lr: 0.001601
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.3', '81.3']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 174]
train_loss: 0.3314
lr: 0.001546
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.0', '82.6']
IoU: ['94.6', '68.4']
mean IoU: 81.5

[epoch: 175]
train_loss: 0.3314
lr: 0.001490
dice coefficient: 0.812
global correct: 95.1
average row correct: ['96.9', '83.0']
IoU: ['94.6', '68.5']
mean IoU: 81.5

[epoch: 176]
train_loss: 0.3302
lr: 0.001434
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.1', '82.0']
IoU: ['94.7', '68.6']
mean IoU: 81.6

[epoch: 177]
train_loss: 0.3378
lr: 0.001378
dice coefficient: 0.813
global correct: 95.3
average row correct: ['97.4', '81.0']
IoU: ['94.7', '68.6']
mean IoU: 81.7

[epoch: 178]
train_loss: 0.3316
lr: 0.001321
dice coefficient: 0.812
global correct: 95.3
average row correct: ['97.3', '81.0']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 179]
train_loss: 0.3241
lr: 0.001265
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.2', '81.5']
IoU: ['94.7', '68.4']
mean IoU: 81.5

[epoch: 180]
train_loss: 0.3229
lr: 0.001208
dice coefficient: 0.810
global correct: 95.1
average row correct: ['96.9', '82.8']
IoU: ['94.5', '68.2']
mean IoU: 81.3

[epoch: 181]
train_loss: 0.3339
lr: 0.001150
dice coefficient: 0.810
global correct: 95.1
average row correct: ['96.8', '83.2']
IoU: ['94.5', '68.1']
mean IoU: 81.3

[epoch: 182]
train_loss: 0.3231
lr: 0.001093
dice coefficient: 0.810
global correct: 95.1
average row correct: ['96.9', '82.8']
IoU: ['94.5', '68.2']
mean IoU: 81.4

[epoch: 183]
train_loss: 0.3320
lr: 0.001035
dice coefficient: 0.811
global correct: 95.1
average row correct: ['96.9', '82.6']
IoU: ['94.5', '68.3']
mean IoU: 81.4

[epoch: 184]
train_loss: 0.3238
lr: 0.000976
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.2', '81.7']
IoU: ['94.6', '68.5']
mean IoU: 81.6

[epoch: 185]
train_loss: 0.3318
lr: 0.000917
dice coefficient: 0.812
global correct: 95.3
average row correct: ['97.3', '81.0']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 186]
train_loss: 0.3272
lr: 0.000858
dice coefficient: 0.812
global correct: 95.3
average row correct: ['97.4', '80.5']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 187]
train_loss: 0.3309
lr: 0.000799
dice coefficient: 0.812
global correct: 95.3
average row correct: ['97.4', '80.8']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 188]
train_loss: 0.3290
lr: 0.000738
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.3', '81.3']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 189]
train_loss: 0.3338
lr: 0.000678
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.1', '82.1']
IoU: ['94.6', '68.4']
mean IoU: 81.5

[epoch: 190]
train_loss: 0.3240
lr: 0.000616
dice coefficient: 0.812
global correct: 95.2
average row correct: ['97.1', '82.0']
IoU: ['94.6', '68.4']
mean IoU: 81.5

[epoch: 191]
train_loss: 0.3227
lr: 0.000554
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.2', '81.7']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 192]
train_loss: 0.3224
lr: 0.000492
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.3', '81.4']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 193]
train_loss: 0.3254
lr: 0.000428
dice coefficient: 0.813
global correct: 95.3
average row correct: ['97.3', '81.3']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 194]
train_loss: 0.3269
lr: 0.000363
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.3', '81.4']
IoU: ['94.7', '68.6']
mean IoU: 81.6

[epoch: 195]
train_loss: 0.3352
lr: 0.000297
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.2', '81.9']
IoU: ['94.7', '68.5']
mean IoU: 81.6

[epoch: 196]
train_loss: 0.3217
lr: 0.000229
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.2', '81.7']
IoU: ['94.7', '68.6']
mean IoU: 81.6

[epoch: 197]
train_loss: 0.3253
lr: 0.000159
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.2', '81.7']
IoU: ['94.7', '68.6']
mean IoU: 81.6

[epoch: 198]
train_loss: 0.3281
lr: 0.000085
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.2', '81.6']
IoU: ['94.7', '68.6']
mean IoU: 81.6

[epoch: 199]
train_loss: 0.3214
lr: 0.000000
dice coefficient: 0.813
global correct: 95.2
average row correct: ['97.2', '81.5']
IoU: ['94.7', '68.6']
mean IoU: 81.6