log.txt

Task1*********************************************

Epoch 1/40
Total Loss 1.7385
SI Loss 0.0000
Current val score 0.4658save...

Epoch 2/40
Total Loss 1.0264
SI Loss 0.0000
Current val score 0.7913
Max val score 0.4658save...

Epoch 3/40
Total Loss 0.4409
SI Loss 0.0000
Current val score 0.7949
Max val score 0.7913save...

Epoch 4/40
Total Loss 0.1691
SI Loss 0.0000
Current val score 0.8006
Max val score 0.7949save...

Epoch 5/40
Total Loss 0.0805
SI Loss 0.0000
Current val score 0.8383
Max val score 0.8006save...

Epoch 6/40
Total Loss 0.0498
SI Loss 0.0000
Current val score 0.8210
Max val score 0.8383

Epoch 7/40
Total Loss 0.0350
SI Loss 0.0000
Current val score 0.8169
Max val score 0.8383

Epoch 8/40
Total Loss 0.0275
SI Loss 0.0000
Current val score 0.8188
Max val score 0.8383

Epoch 9/40
Total Loss 0.0212
SI Loss 0.0000
Current val score 0.8396
Max val score 0.8383save...

Epoch 10/40
Total Loss 0.0164
SI Loss 0.0000
Current val score 0.8396
Max val score 0.8396

Epoch 11/40
Total Loss 0.0151
SI Loss 0.0000
Current val score 0.8403
Max val score 0.8396save...

Epoch 12/40
Total Loss 0.0127
SI Loss 0.0000
Current val score 0.8390
Max val score 0.8403

Epoch 13/40
Total Loss 0.0117
SI Loss 0.0000
Current val score 0.8266
Max val score 0.8403

Epoch 14/40
Total Loss 0.0102
SI Loss 0.0000
Current val score 0.8273
Max val score 0.8403

Epoch 15/40
Total Loss 0.0101
SI Loss 0.0000
Current val score 0.8266
Max val score 0.8403

Epoch 16/40
Total Loss 0.0087
SI Loss 0.0000
Current val score 0.8286
Max val score 0.8403

Epoch 17/40
Total Loss 0.0073
SI Loss 0.0000
Current val score 0.8255
Max val score 0.8403

Epoch 18/40
Total Loss 0.0069
SI Loss 0.0000
Current val score 0.8186
Max val score 0.8403

Epoch 19/40
Total Loss 0.0067
SI Loss 0.0000
Current val score 0.8099
Max val score 0.8403

Epoch 20/40
Total Loss 0.0064
SI Loss 0.0000
Current val score 0.8299
Max val score 0.8403

Epoch 21/40
Total Loss 0.0058
SI Loss 0.0000
Current val score 0.8252
Max val score 0.8403

Epoch 22/40
Total Loss 0.0055
SI Loss 0.0000
Current val score 0.8156
Max val score 0.8403

Epoch 23/40
Total Loss 0.0047
SI Loss 0.0000
Current val score 0.8252
Max val score 0.8403

Epoch 24/40
Total Loss 0.0048
SI Loss 0.0000
Current val score 0.8264
Max val score 0.8403

Epoch 25/40
Total Loss 0.0043
SI Loss 0.0000
Current val score 0.8164
Max val score 0.8403

Epoch 26/40
Total Loss 0.0041
SI Loss 0.0000
Current val score 0.8277
Max val score 0.8403

Epoch 27/40
Total Loss 0.0041
SI Loss 0.0000
Current val score 0.8422
Max val score 0.8403save...

Epoch 28/40
Total Loss 0.0035
SI Loss 0.0000
Current val score 0.8461
Max val score 0.8422save...

Epoch 29/40
Total Loss 0.0033
SI Loss 0.0000
Current val score 0.8396
Max val score 0.8461

Epoch 30/40
Total Loss 0.0030
SI Loss 0.0000
Current val score 0.8364
Max val score 0.8461

Epoch 31/40
Total Loss 0.0037
SI Loss 0.0000
Current val score 0.8305
Max val score 0.8461

Epoch 32/40
Total Loss 0.0031
SI Loss 0.0000
Current val score 0.8378
Max val score 0.8461

Epoch 33/40
Total Loss 0.0035
SI Loss 0.0000
Current val score 0.8357
Max val score 0.8461

Epoch 34/40
Total Loss 0.0031
SI Loss 0.0000
Current val score 0.8390
Max val score 0.8461

Epoch 35/40
Total Loss 0.0031
SI Loss 0.0000
Current val score 0.8344
Max val score 0.8461

Epoch 36/40
Total Loss 0.0028
SI Loss 0.0000
Current val score 0.8383
Max val score 0.8461

Epoch 37/40
Total Loss 0.0022
SI Loss 0.0000
Current val score 0.8377
Max val score 0.8461

Epoch 38/40
Total Loss 0.0027
SI Loss 0.0000
Current val score 0.8294
Max val score 0.8461

Epoch 39/40
Total Loss 0.0020
SI Loss 0.0000
Current val score 0.8368
Max val score 0.8461

Epoch 40/40
Total Loss 0.0033
SI Loss 0.0000
Current val score 0.8416
Max val score 0.8461
Task1 validation***************************************
 Average WKTC over iterations 0.8348
Task2*********************************************

Epoch 1/200
Total Loss 0.9989
SI Loss 0.0801
Current val score 0.5649save...

Epoch 2/200
Total Loss 0.2379
SI Loss 0.1076
Current val score 0.6448
Max val score 0.5649save...

Epoch 3/200
Total Loss 0.1659
SI Loss 0.1067
Current val score 0.6803
Max val score 0.6448save...

Epoch 4/200
Total Loss 0.1434
SI Loss 0.1036
Current val score 0.6620
Max val score 0.6803

Epoch 5/200
Total Loss 0.1294
SI Loss 0.1002
Current val score 0.6692
Max val score 0.6803

Epoch 6/200
Total Loss 0.1222
SI Loss 0.0963
Current val score 0.6236
Max val score 0.6803

Epoch 7/200
Total Loss 0.1148
SI Loss 0.0930
Current val score 0.6653
Max val score 0.6803

Epoch 8/200
Total Loss 0.1098
SI Loss 0.0899
Current val score 0.7043
Max val score 0.6803save...

Epoch 9/200
Total Loss 0.1080
SI Loss 0.0876
Current val score 0.7079
Max val score 0.7043save...

Epoch 10/200
Total Loss 0.1065
SI Loss 0.0859
Current val score 0.6974
Max val score 0.7079

Epoch 11/200
Total Loss 0.1052
SI Loss 0.0847
Current val score 0.6805
Max val score 0.7079

Epoch 12/200
Total Loss 0.1005
SI Loss 0.0834
Current val score 0.6968
Max val score 0.7079

Epoch 13/200
Total Loss 0.0982
SI Loss 0.0810
Current val score 0.7053
Max val score 0.7079

Epoch 14/200
Total Loss 0.0942
SI Loss 0.0798
Current val score 0.7088
Max val score 0.7079save...

Epoch 15/200
Total Loss 0.0913
SI Loss 0.0775
Current val score 0.7011
Max val score 0.7088

Epoch 16/200
Total Loss 0.0881
SI Loss 0.0755
Current val score 0.7250
Max val score 0.7088save...

Epoch 17/200
Total Loss 0.0927
SI Loss 0.0746
Current val score 0.7103
Max val score 0.7250

Epoch 18/200
Total Loss 0.0900
SI Loss 0.0746
Current val score 0.7318
Max val score 0.7250save...

Epoch 19/200
Total Loss 0.0931
SI Loss 0.0746
Current val score 0.7182
Max val score 0.7318

Epoch 20/200
Total Loss 0.1004
SI Loss 0.0768
Current val score 0.6969
Max val score 0.7318

Epoch 21/200
Total Loss 0.0938
SI Loss 0.0782
Current val score 0.6924
Max val score 0.7318

Epoch 22/200
Total Loss 0.0922
SI Loss 0.0767
Current val score 0.6786
Max val score 0.7318

Epoch 23/200
Total Loss 0.0911
SI Loss 0.0760
Current val score 0.7181
Max val score 0.7318

Epoch 24/200
Total Loss 0.0938
SI Loss 0.0764
Current val score 0.7152
Max val score 0.7318

Epoch 25/200
Total Loss 0.0919
SI Loss 0.0760
Current val score 0.7209
Max val score 0.7318

Epoch 26/200
Total Loss 0.0904
SI Loss 0.0756
Current val score 0.7166
Max val score 0.7318

Epoch 27/200
Total Loss 0.0862
SI Loss 0.0743
Current val score 0.7262
Max val score 0.7318

Epoch 28/200
Total Loss 0.0885
SI Loss 0.0735
Current val score 0.7251
Max val score 0.7318

Epoch 29/200
Total Loss 0.0886
SI Loss 0.0736
Current val score 0.7283
Max val score 0.7318

Epoch 30/200
Total Loss 0.0908
SI Loss 0.0742
Current val score 0.7325
Max val score 0.7318save...

Epoch 31/200
Total Loss 0.0929
SI Loss 0.0753
Current val score 0.7183
Max val score 0.7325

Epoch 32/200
Total Loss 0.0932
SI Loss 0.0756
Current val score 0.7234
Max val score 0.7325

Epoch 33/200
Total Loss 0.0922
SI Loss 0.0758
Current val score 0.7286
Max val score 0.7325

Epoch 34/200
Total Loss 0.0872
SI Loss 0.0750
Current val score 0.7153
Max val score 0.7325

Epoch 35/200
Total Loss 0.0898
SI Loss 0.0749
Current val score 0.7060
Max val score 0.7325

Epoch 36/200
Total Loss 0.0871
SI Loss 0.0743
Current val score 0.6986
Max val score 0.7325

Epoch 37/200
Total Loss 0.0919
SI Loss 0.0749
Current val score 0.7345
Max val score 0.7325save...

Epoch 38/200
Total Loss 0.0918
SI Loss 0.0763
Current val score 0.7085
Max val score 0.7345

Epoch 39/200
Total Loss 0.0901
SI Loss 0.0757
Current val score 0.7362
Max val score 0.7345save...

Epoch 40/200
Total Loss 0.0873
SI Loss 0.0755
Current val score 0.7661
Max val score 0.7362save...

Epoch 41/200
Total Loss 0.0838
SI Loss 0.0738
Current val score 0.7399
Max val score 0.7661

Epoch 42/200
Total Loss 0.0796
SI Loss 0.0709
Current val score 0.7410
Max val score 0.7661

Epoch 43/200
Total Loss 0.0865
SI Loss 0.0714
Current val score 0.7336
Max val score 0.7661

Epoch 44/200
Total Loss 0.0907
SI Loss 0.0732
Current val score 0.7286
Max val score 0.7661

Epoch 45/200
Total Loss 0.0862
SI Loss 0.0728
Current val score 0.7242
Max val score 0.7661

Epoch 46/200
Total Loss 0.0898
SI Loss 0.0740
Current val score 0.7175
Max val score 0.7661

Epoch 47/200
Total Loss 0.0881
SI Loss 0.0739
Current val score 0.7264
Max val score 0.7661

Epoch 48/200
Total Loss 0.0873
SI Loss 0.0741
Current val score 0.7126
Max val score 0.7661

Epoch 49/200
Total Loss 0.0864
SI Loss 0.0734
Current val score 0.6969
Max val score 0.7661

Epoch 50/200
Total Loss 0.0836
SI Loss 0.0726
Current val score 0.7095
Max val score 0.7661

Epoch 51/200
Total Loss 0.0828
SI Loss 0.0712
Current val score 0.7127
Max val score 0.7661

Epoch 52/200
Total Loss 0.0856
SI Loss 0.0711
Current val score 0.7001
Max val score 0.7661

Epoch 53/200
Total Loss 0.0871
SI Loss 0.0723
Current val score 0.7019
Max val score 0.7661

Epoch 54/200
Total Loss 0.0850
SI Loss 0.0722
Current val score 0.7078
Max val score 0.7661

Epoch 55/200
Total Loss 0.0810
SI Loss 0.0711
Current val score 0.7251
Max val score 0.7661

Epoch 56/200
Total Loss 0.0826
SI Loss 0.0706
Current val score 0.7276
Max val score 0.7661

Epoch 57/200
Total Loss 0.0798
SI Loss 0.0697
Current val score 0.7160
Max val score 0.7661

Epoch 58/200
Total Loss 0.0781
SI Loss 0.0685
Current val score 0.7131
Max val score 0.7661

Epoch 59/200
Total Loss 0.0803
SI Loss 0.0680
Current val score 0.7202
Max val score 0.7661

Epoch 60/200
Total Loss 0.0868
SI Loss 0.0703
Current val score 0.7238
Max val score 0.7661

Epoch 61/200
Total Loss 0.0891
SI Loss 0.0731
Current val score 0.7227
Max val score 0.7661

Epoch 62/200
Total Loss 0.0843
SI Loss 0.0728
Current val score 0.7347
Max val score 0.7661

Epoch 63/200
Total Loss 0.0845
SI Loss 0.0718
Current val score 0.7341
Max val score 0.7661

Epoch 64/200
Total Loss 0.0847
SI Loss 0.0721
Current val score 0.7479
Max val score 0.7661

Epoch 65/200
Total Loss 0.0888
SI Loss 0.0728
Current val score 0.6925
Max val score 0.7661

Epoch 66/200
Total Loss 0.0895
SI Loss 0.0745
Current val score 0.7055
Max val score 0.7661

Epoch 67/200
Total Loss 0.0844
SI Loss 0.0739
Current val score 0.7214
Max val score 0.7661

Epoch 68/200
Total Loss 0.0850
SI Loss 0.0731
Current val score 0.7042
Max val score 0.7661

Epoch 69/200
Total Loss 0.0823
SI Loss 0.0718
Current val score 0.7173
Max val score 0.7661

Epoch 70/200
Total Loss 0.0836
SI Loss 0.0714
Current val score 0.7338
Max val score 0.7661

Epoch 71/200
Total Loss 0.0830
SI Loss 0.0715
Current val score 0.7369
Max val score 0.7661

Epoch 72/200
Total Loss 0.0875
SI Loss 0.0726
Current val score 0.7291
Max val score 0.7661

Epoch 73/200
Total Loss 0.0840
SI Loss 0.0727
Current val score 0.7281
Max val score 0.7661

Epoch 74/200
Total Loss 0.0852
SI Loss 0.0725
Current val score 0.6986
Max val score 0.7661

Epoch 75/200
Total Loss 0.0852
SI Loss 0.0728
Current val score 0.7084
Max val score 0.7661

Epoch 76/200
Total Loss 0.0852
SI Loss 0.0725
Current val score 0.7383
Max val score 0.7661

Epoch 77/200
Total Loss 0.0820
SI Loss 0.0722
Current val score 0.7247
Max val score 0.7661

Epoch 78/200
Total Loss 0.0823
SI Loss 0.0713
Current val score 0.7108
Max val score 0.7661

Epoch 79/200
Total Loss 0.0837
SI Loss 0.0714
Current val score 0.6917
Max val score 0.7661

Epoch 80/200
Total Loss 0.0831
SI Loss 0.0715
Current val score 0.7355
Max val score 0.7661

Epoch 81/200
Total Loss 0.0803
SI Loss 0.0705
Current val score 0.7331
Max val score 0.7661

Epoch 82/200
Total Loss 0.0794
SI Loss 0.0696
Current val score 0.7121
Max val score 0.7661

Epoch 83/200
Total Loss 0.0800
SI Loss 0.0692
Current val score 0.7081
Max val score 0.7661

Epoch 84/200
Total Loss 0.0855
SI Loss 0.0701
Current val score 0.7273
Max val score 0.7661

Epoch 85/200
Total Loss 0.0828
SI Loss 0.0711
Current val score 0.7347
Max val score 0.7661

Epoch 86/200
Total Loss 0.0831
SI Loss 0.0708
Current val score 0.7221
Max val score 0.7661

Epoch 87/200
Total Loss 0.0857
SI Loss 0.0713
Current val score 0.7042
Max val score 0.7661

Epoch 88/200
Total Loss 0.0874
SI Loss 0.0724
Current val score 0.6892
Max val score 0.7661

Epoch 89/200
Total Loss 0.0872
SI Loss 0.0733
Current val score 0.6995
Max val score 0.7661

Epoch 90/200
Total Loss 0.0919
SI Loss 0.0747
Current val score 0.6978
Max val score 0.7661

Epoch 91/200
Total Loss 0.0880
SI Loss 0.0750
Current val score 0.6931
Max val score 0.7661

Epoch 92/200
Total Loss 0.0850
SI Loss 0.0745
Current val score 0.7142
Max val score 0.7661

Epoch 93/200
Total Loss 0.0836
SI Loss 0.0733
Current val score 0.7232
Max val score 0.7661

Epoch 94/200
Total Loss 0.0860
SI Loss 0.0733
Current val score 0.7121
Max val score 0.7661

Epoch 95/200
Total Loss 0.0808
SI Loss 0.0723
Current val score 0.7197
Max val score 0.7661

Epoch 96/200
Total Loss 0.0811
SI Loss 0.0712
Current val score 0.7132
Max val score 0.7661

Epoch 97/200
Total Loss 0.0827
SI Loss 0.0716
Current val score 0.6840
Max val score 0.7661

Epoch 98/200
Total Loss 0.0825
SI Loss 0.0709
Current val score 0.6842
Max val score 0.7661

Epoch 99/200
Total Loss 0.0823
SI Loss 0.0715
Current val score 0.6890
Max val score 0.7661

Epoch 100/200
Total Loss 0.0814
SI Loss 0.0707
Current val score 0.6814
Max val score 0.7661

Epoch 101/200
Total Loss 0.0875
SI Loss 0.0717
Current val score 0.7236
Max val score 0.7661

Epoch 102/200
Total Loss 0.0869
SI Loss 0.0733
Current val score 0.6974
Max val score 0.7661

Epoch 103/200
Total Loss 0.0883
SI Loss 0.0744
Current val score 0.6601
Max val score 0.7661

Epoch 104/200
Total Loss 0.0888
SI Loss 0.0751
Current val score 0.7060
Max val score 0.7661

Epoch 105/200
Total Loss 0.0837
SI Loss 0.0740
Current val score 0.6712
Max val score 0.7661

Epoch 106/200
Total Loss 0.0817
SI Loss 0.0726
Current val score 0.6918
Max val score 0.7661

Epoch 107/200
Total Loss 0.0828
SI Loss 0.0717
Current val score 0.6841
Max val score 0.7661

Epoch 108/200
Total Loss 0.0810
SI Loss 0.0716
Current val score 0.6947
Max val score 0.7661

Epoch 109/200
Total Loss 0.0802
SI Loss 0.0710
Current val score 0.7144
Max val score 0.7661

Epoch 110/200
Total Loss 0.0793
SI Loss 0.0700
Current val score 0.6812
Max val score 0.7661

Epoch 111/200
Total Loss 0.0765
SI Loss 0.0688
Current val score 0.6908
Max val score 0.7661

Epoch 112/200
Total Loss 0.0796
SI Loss 0.0687
Current val score 0.7362
Max val score 0.7661

Epoch 113/200
Total Loss 0.0811
SI Loss 0.0691
Current val score 0.7110
Max val score 0.7661

Epoch 114/200
Total Loss 0.0874
SI Loss 0.0713
Current val score 0.6693
Max val score 0.7661

Epoch 115/200
Total Loss 0.0887
SI Loss 0.0741
Current val score 0.6917
Max val score 0.7661

Epoch 116/200
Total Loss 0.0879
SI Loss 0.0748
Current val score 0.6867
Max val score 0.7661

Epoch 117/200
Total Loss 0.0910
SI Loss 0.0758
Current val score 0.7034
Max val score 0.7661

Epoch 118/200
Total Loss 0.0916
SI Loss 0.0765
Current val score 0.7305
Max val score 0.7661

Epoch 119/200
Total Loss 0.0884
SI Loss 0.0766
Current val score 0.7174
Max val score 0.7661

Epoch 120/200
Total Loss 0.0841
SI Loss 0.0752
Current val score 0.7074
Max val score 0.7661

Epoch 121/200
Total Loss 0.0838
SI Loss 0.0740
Current val score 0.7037
Max val score 0.7661

Epoch 122/200
Total Loss 0.0823
SI Loss 0.0733
Current val score 0.7216
Max val score 0.7661

Epoch 123/200
Total Loss 0.0834
SI Loss 0.0731
Current val score 0.7262
Max val score 0.7661

Epoch 124/200
Total Loss 0.0806
SI Loss 0.0717
Current val score 0.7179
Max val score 0.7661

Epoch 125/200
Total Loss 0.0827
SI Loss 0.0715
Current val score 0.7060
Max val score 0.7661

Epoch 126/200
Total Loss 0.0809
SI Loss 0.0710
Current val score 0.7021
Max val score 0.7661

Epoch 127/200
Total Loss 0.0782
SI Loss 0.0702
Current val score 0.7134
Max val score 0.7661

Epoch 128/200
Total Loss 0.0791
SI Loss 0.0692
Current val score 0.7049
Max val score 0.7661

Epoch 129/200
Total Loss 0.0802
SI Loss 0.0694
Current val score 0.6821
Max val score 0.7661

Epoch 130/200
Total Loss 0.0772
SI Loss 0.0691
Current val score 0.7164
Max val score 0.7661

Epoch 131/200
Total Loss 0.0805
SI Loss 0.0693
Current val score 0.7112
Max val score 0.7661

Epoch 132/200
Total Loss 0.0808
SI Loss 0.0697
Current val score 0.7492
Max val score 0.7661

Epoch 133/200
Total Loss 0.0817
SI Loss 0.0700
Current val score 0.7037
Max val score 0.7661

Epoch 134/200
Total Loss 0.0824
SI Loss 0.0705
Current val score 0.7275
Max val score 0.7661

Epoch 135/200
Total Loss 0.0845
SI Loss 0.0717
Current val score 0.7132
Max val score 0.7661

Epoch 136/200
Total Loss 0.0890
SI Loss 0.0732
Current val score 0.6924
Max val score 0.7661

Epoch 137/200
Total Loss 0.0850
SI Loss 0.0738
Current val score 0.6888
Max val score 0.7661

Epoch 138/200
Total Loss 0.0822
SI Loss 0.0726
Current val score 0.6794
Max val score 0.7661

Epoch 139/200
Total Loss 0.0878
SI Loss 0.0730
Current val score 0.7079
Max val score 0.7661

Epoch 140/200
Total Loss 0.0881
SI Loss 0.0741
Current val score 0.6976
Max val score 0.7661

Epoch 141/200
Total Loss 0.0853
SI Loss 0.0740
Current val score 0.6715
Max val score 0.7661

Epoch 142/200
Total Loss 0.0838
SI Loss 0.0733
Current val score 0.6845
Max val score 0.7661

Epoch 143/200
Total Loss 0.0889
SI Loss 0.0737
Current val score 0.7111
Max val score 0.7661

Epoch 144/200
Total Loss 0.0834
SI Loss 0.0744
Current val score 0.6916
Max val score 0.7661

Epoch 145/200
Total Loss 0.0807
SI Loss 0.0725
Current val score 0.7166
Max val score 0.7661

Epoch 146/200
Total Loss 0.0811
SI Loss 0.0718
Current val score 0.7262
Max val score 0.7661

Epoch 147/200
Total Loss 0.0843
SI Loss 0.0722
Current val score 0.7147
Max val score 0.7661

Epoch 148/200
Total Loss 0.0842
SI Loss 0.0723
Current val score 0.7529
Max val score 0.7661

Epoch 149/200
Total Loss 0.0819
SI Loss 0.0726
Current val score 0.7149
Max val score 0.7661

Epoch 150/200
Total Loss 0.0826
SI Loss 0.0720
Current val score 0.7147
Max val score 0.7661

Epoch 151/200
Total Loss 0.0794
SI Loss 0.0715
Current val score 0.7301
Max val score 0.7661

Epoch 152/200
Total Loss 0.0820
SI Loss 0.0711
Current val score 0.7157
Max val score 0.7661

Epoch 153/200
Total Loss 0.0870
SI Loss 0.0722
Current val score 0.7072
Max val score 0.7661

Epoch 154/200
Total Loss 0.0844
SI Loss 0.0733
Current val score 0.7360
Max val score 0.7661

Epoch 155/200
Total Loss 0.0868
SI Loss 0.0733
Current val score 0.7164
Max val score 0.7661

Epoch 156/200
Total Loss 0.0872
SI Loss 0.0746
Current val score 0.6646
Max val score 0.7661

Epoch 157/200
Total Loss 0.0892
SI Loss 0.0755
Current val score 0.6668
Max val score 0.7661

Epoch 158/200
Total Loss 0.0844
SI Loss 0.0750
Current val score 0.6899
Max val score 0.7661

Epoch 159/200
Total Loss 0.0853
SI Loss 0.0746
Current val score 0.6655
Max val score 0.7661

Epoch 160/200
Total Loss 0.0838
SI Loss 0.0743
Current val score 0.6783
Max val score 0.7661

Epoch 161/200
Total Loss 0.0854
SI Loss 0.0739
Current val score 0.6710
Max val score 0.7661

Epoch 162/200
Total Loss 0.0856
SI Loss 0.0743
Current val score 0.6896
Max val score 0.7661

Epoch 163/200
Total Loss 0.0827
SI Loss 0.0734
Current val score 0.6823
Max val score 0.7661

Epoch 164/200
Total Loss 0.0827
SI Loss 0.0724
Current val score 0.7056
Max val score 0.7661

Epoch 165/200
Total Loss 0.0840
SI Loss 0.0730
Current val score 0.7086
Max val score 0.7661

Epoch 166/200
Total Loss 0.0814
SI Loss 0.0721
Current val score 0.6978
Max val score 0.7661

Epoch 167/200
Total Loss 0.0843
SI Loss 0.0726
Current val score 0.6801
Max val score 0.7661

Epoch 168/200
Total Loss 0.0845
SI Loss 0.0736
Current val score 0.7110
Max val score 0.7661

Epoch 169/200
Total Loss 0.0878
SI Loss 0.0746
Current val score 0.7052
Max val score 0.7661

Epoch 170/200
Total Loss 0.0876
SI Loss 0.0748
Current val score 0.7118
Max val score 0.7661

Epoch 171/200
Total Loss 0.0846
SI Loss 0.0747
Current val score 0.7190
Max val score 0.7661

Epoch 172/200
Total Loss 0.0883
SI Loss 0.0756
Current val score 0.7149
Max val score 0.7661

Epoch 173/200
Total Loss 0.0848
SI Loss 0.0753
Current val score 0.7214
Max val score 0.7661

Epoch 174/200
Total Loss 0.0819
SI Loss 0.0738
Current val score 0.7202
Max val score 0.7661

Epoch 175/200
Total Loss 0.0856
SI Loss 0.0739
Current val score 0.7019
Max val score 0.7661

Epoch 176/200
Total Loss 0.0874
SI Loss 0.0745
Current val score 0.6896
Max val score 0.7661

Epoch 177/200
Total Loss 0.0857
SI Loss 0.0749
Current val score 0.7105
Max val score 0.7661

Epoch 178/200
Total Loss 0.0862
SI Loss 0.0747
Current val score 0.7184
Max val score 0.7661

Epoch 179/200
Total Loss 0.0857
SI Loss 0.0741
Current val score 0.7218
Max val score 0.7661

Epoch 180/200
Total Loss 0.0843
SI Loss 0.0740
Current val score 0.7297
Max val score 0.7661

Epoch 181/200
Total Loss 0.0807
SI Loss 0.0728
Current val score 0.7178
Max val score 0.7661

Epoch 182/200
Total Loss 0.0814
SI Loss 0.0722
Current val score 0.7069
Max val score 0.7661

Epoch 183/200
Total Loss 0.0806
SI Loss 0.0711
Current val score 0.7197
Max val score 0.7661

Epoch 184/200
Total Loss 0.0796
SI Loss 0.0705
Current val score 0.7187
Max val score 0.7661

Epoch 185/200
Total Loss 0.0798
SI Loss 0.0705
Current val score 0.7101
Max val score 0.7661

Epoch 186/200
Total Loss 0.0765
SI Loss 0.0696
Current val score 0.7304
Max val score 0.7661

Epoch 187/200
Total Loss 0.0735
SI Loss 0.0676
Current val score 0.7144
Max val score 0.7661

Epoch 188/200
Total Loss 0.0722
SI Loss 0.0659
Current val score 0.7338
Max val score 0.7661

Epoch 189/200
Total Loss 0.0759
SI Loss 0.0659
Current val score 0.7077
Max val score 0.7661

Epoch 190/200
Total Loss 0.0776
SI Loss 0.0672
Current val score 0.6871
Max val score 0.7661

Epoch 191/200
Total Loss 0.0772
SI Loss 0.0675
Current val score 0.6955
Max val score 0.7661

Epoch 192/200
Total Loss 0.0774
SI Loss 0.0676
Current val score 0.7163
Max val score 0.7661

Epoch 193/200
Total Loss 0.0810
SI Loss 0.0683
Current val score 0.7063
Max val score 0.7661

Epoch 194/200
Total Loss 0.0819
SI Loss 0.0701
Current val score 0.6849
Max val score 0.7661

Epoch 195/200
Total Loss 0.0800
SI Loss 0.0700
Current val score 0.6677
Max val score 0.7661

Epoch 196/200
Total Loss 0.0804
SI Loss 0.0704
Current val score 0.7137
Max val score 0.7661

Epoch 197/200
Total Loss 0.0867
SI Loss 0.0716
Current val score 0.6879
Max val score 0.7661

Epoch 198/200
Total Loss 0.0910
SI Loss 0.0745
Current val score 0.6840
Max val score 0.7661

Epoch 199/200
Total Loss 0.0849
SI Loss 0.0744
Current val score 0.6799
Max val score 0.7661

Epoch 200/200
Total Loss 0.0821
SI Loss 0.0736
Current val score 0.6744
Max val score 0.7661
Task2 validation***************************************
 Average WKTC over iterations 0.7455
Task2 validation***************************************
 Average WKTC over iterations 0.7632
Task3*********************************************

Epoch 1/200
Total Loss 1.9280
SI Loss 0.0293
Current val score 0.5672save...

Epoch 2/200
Total Loss 0.8606
SI Loss 0.0573
Current val score 0.5918
Max val score 0.5672save...

Epoch 3/200
Total Loss 0.4906
SI Loss 0.0763
Current val score 0.6211
Max val score 0.5918save...

Epoch 4/200
Total Loss 0.3372
SI Loss 0.0893
Current val score 0.6233
Max val score 0.6211save...

Epoch 5/200
Total Loss 0.2666
SI Loss 0.0981
Current val score 0.6294
Max val score 0.6233save...

Epoch 6/200
Total Loss 0.2330
SI Loss 0.1034
Current val score 0.6390
Max val score 0.6294save...

Epoch 7/200
Total Loss 0.2099
SI Loss 0.1059
Current val score 0.6419
Max val score 0.6390save...

Epoch 8/200
Total Loss 0.1984
SI Loss 0.1074
Current val score 0.6475
Max val score 0.6419save...

Epoch 9/200
Total Loss 0.1903
SI Loss 0.1086
Current val score 0.6345
Max val score 0.6475

Epoch 10/200
Total Loss 0.1772
SI Loss 0.1087
Current val score 0.6587
Max val score 0.6475save...

Epoch 11/200
Total Loss 0.1781
SI Loss 0.1086
Current val score 0.6640
Max val score 0.6587save...

Epoch 12/200
Total Loss 0.1714
SI Loss 0.1089
Current val score 0.6539
Max val score 0.6640

Epoch 13/200
Total Loss 0.1651
SI Loss 0.1086
Current val score 0.6553
Max val score 0.6640

Epoch 14/200
Total Loss 0.1625
SI Loss 0.1080
Current val score 0.6698
Max val score 0.6640save...

Epoch 15/200
Total Loss 0.1593
SI Loss 0.1072
Current val score 0.6556
Max val score 0.6698

Epoch 16/200
Total Loss 0.1601
SI Loss 0.1070
Current val score 0.6531
Max val score 0.6698

Epoch 17/200
Total Loss 0.1544
SI Loss 0.1067
Current val score 0.6490
Max val score 0.6698

Epoch 18/200
Total Loss 0.1512
SI Loss 0.1060
Current val score 0.6537
Max val score 0.6698

Epoch 19/200
Total Loss 0.1548
SI Loss 0.1056
Current val score 0.6623
Max val score 0.6698

Epoch 20/200
Total Loss 0.1492
SI Loss 0.1054
Current val score 0.6625
Max val score 0.6698

Epoch 21/200
Total Loss 0.1471
SI Loss 0.1049
Current val score 0.6634
Max val score 0.6698

Epoch 22/200
Total Loss 0.1450
SI Loss 0.1044
Current val score 0.6554
Max val score 0.6698

Epoch 23/200
Total Loss 0.1458
SI Loss 0.1037
Current val score 0.6578
Max val score 0.6698

Epoch 24/200
Total Loss 0.1474
SI Loss 0.1035
Current val score 0.6632
Max val score 0.6698

Epoch 25/200
Total Loss 0.1430
SI Loss 0.1032
Current val score 0.6656
Max val score 0.6698

Epoch 26/200
Total Loss 0.1430
SI Loss 0.1027
Current val score 0.6695
Max val score 0.6698

Epoch 27/200
Total Loss 0.1396
SI Loss 0.1022
Current val score 0.6853
Max val score 0.6698save...

Epoch 28/200
Total Loss 0.1439
SI Loss 0.1019
Current val score 0.6577
Max val score 0.6853

Epoch 29/200
Total Loss 0.1400
SI Loss 0.1016
Current val score 0.6665
Max val score 0.6853

Epoch 30/200
Total Loss 0.1364
SI Loss 0.1011
Current val score 0.6687
Max val score 0.6853

Epoch 31/200
Total Loss 0.1381
SI Loss 0.1008
Current val score 0.6714
Max val score 0.6853

Epoch 32/200
Total Loss 0.1365
SI Loss 0.1003
Current val score 0.6791
Max val score 0.6853

Epoch 33/200
Total Loss 0.1367
SI Loss 0.0999
Current val score 0.6790
Max val score 0.6853

Epoch 34/200
Total Loss 0.1388
SI Loss 0.0999
Current val score 0.6528
Max val score 0.6853

Epoch 35/200
Total Loss 0.1380
SI Loss 0.0996
Current val score 0.6736
Max val score 0.6853

Epoch 36/200
Total Loss 0.1318
SI Loss 0.0992
Current val score 0.6745
Max val score 0.6853

Epoch 37/200
Total Loss 0.1323
SI Loss 0.0986
Current val score 0.6848
Max val score 0.6853

Epoch 38/200
Total Loss 0.1316
SI Loss 0.0982
Current val score 0.6838
Max val score 0.6853

Epoch 39/200
Total Loss 0.1313
SI Loss 0.0979
Current val score 0.6815
Max val score 0.6853

Epoch 40/200
Total Loss 0.1305
SI Loss 0.0974
Current val score 0.6739
Max val score 0.6853

Epoch 41/200
Total Loss 0.1285
SI Loss 0.0969
Current val score 0.6818
Max val score 0.6853

Epoch 42/200
Total Loss 0.1286
SI Loss 0.0965
Current val score 0.6738
Max val score 0.6853

Epoch 43/200
Total Loss 0.1296
SI Loss 0.0962
Current val score 0.6747
Max val score 0.6853

Epoch 44/200
Total Loss 0.1314
SI Loss 0.0963
Current val score 0.6764
Max val score 0.6853

Epoch 45/200
Total Loss 0.1301
SI Loss 0.0962
Current val score 0.6761
Max val score 0.6853

Epoch 46/200
Total Loss 0.1303
SI Loss 0.0962
Current val score 0.6790
Max val score 0.6853

Epoch 47/200
Total Loss 0.1272
SI Loss 0.0961
Current val score 0.6688
Max val score 0.6853

Epoch 48/200
Total Loss 0.1262
SI Loss 0.0958
Current val score 0.6846
Max val score 0.6853

Epoch 49/200
Total Loss 0.1273
SI Loss 0.0953
Current val score 0.6782
Max val score 0.6853

Epoch 50/200
Total Loss 0.1279
SI Loss 0.0951
Current val score 0.6755
Max val score 0.6853

Epoch 51/200
Total Loss 0.1255
SI Loss 0.0950
Current val score 0.6828
Max val score 0.6853

Epoch 52/200
Total Loss 0.1277
SI Loss 0.0946
Current val score 0.6947
Max val score 0.6853save...

Epoch 53/200
Total Loss 0.1244
SI Loss 0.0945
Current val score 0.6949
Max val score 0.6947save...

Epoch 54/200
Total Loss 0.1214
SI Loss 0.0940
Current val score 0.6892
Max val score 0.6949

Epoch 55/200
Total Loss 0.1229
SI Loss 0.0937
Current val score 0.7001
Max val score 0.6949save...

Epoch 56/200
Total Loss 0.1243
SI Loss 0.0935
Current val score 0.6886
Max val score 0.7001

Epoch 57/200
Total Loss 0.1199
SI Loss 0.0932
Current val score 0.6849
Max val score 0.7001

Epoch 58/200
Total Loss 0.1235
SI Loss 0.0929
Current val score 0.6925
Max val score 0.7001

Epoch 59/200
Total Loss 0.1222
SI Loss 0.0927
Current val score 0.6923
Max val score 0.7001

Epoch 60/200
Total Loss 0.1223
SI Loss 0.0926
Current val score 0.6914
Max val score 0.7001

Epoch 61/200
Total Loss 0.1255
SI Loss 0.0926
Current val score 0.6897
Max val score 0.7001

Epoch 62/200
Total Loss 0.1235
SI Loss 0.0927
Current val score 0.6861
Max val score 0.7001

Epoch 63/200
Total Loss 0.1211
SI Loss 0.0926
Current val score 0.6886
Max val score 0.7001

Epoch 64/200
Total Loss 0.1218
SI Loss 0.0923
Current val score 0.6900
Max val score 0.7001

Epoch 65/200
Total Loss 0.1225
SI Loss 0.0925
Current val score 0.6897
Max val score 0.7001

Epoch 66/200
Total Loss 0.1256
SI Loss 0.0926
Current val score 0.6927
Max val score 0.7001

Epoch 67/200
Total Loss 0.1231
SI Loss 0.0926
Current val score 0.6931
Max val score 0.7001

Epoch 68/200
Total Loss 0.1237
SI Loss 0.0925
Current val score 0.6922
Max val score 0.7001

Epoch 69/200
Total Loss 0.1222
SI Loss 0.0924
Current val score 0.6842
Max val score 0.7001

Epoch 70/200
Total Loss 0.1187
SI Loss 0.0921
Current val score 0.6888
Max val score 0.7001

Epoch 71/200
Total Loss 0.1224
SI Loss 0.0921
Current val score 0.6970
Max val score 0.7001

Epoch 72/200
Total Loss 0.1214
SI Loss 0.0919
Current val score 0.6826
Max val score 0.7001

Epoch 73/200
Total Loss 0.1213
SI Loss 0.0918
Current val score 0.6836
Max val score 0.7001

Epoch 74/200
Total Loss 0.1196
SI Loss 0.0915
Current val score 0.6861
Max val score 0.7001

Epoch 75/200
Total Loss 0.1208
SI Loss 0.0916
Current val score 0.6841
Max val score 0.7001

Epoch 76/200
Total Loss 0.1225
SI Loss 0.0916
Current val score 0.7003
Max val score 0.7001save...

Epoch 77/200
Total Loss 0.1205
SI Loss 0.0915
Current val score 0.6860
Max val score 0.7003

Epoch 78/200
Total Loss 0.1207
SI Loss 0.0916
Current val score 0.6805
Max val score 0.7003

Epoch 79/200
Total Loss 0.1236
SI Loss 0.0916
Current val score 0.6893
Max val score 0.7003

Epoch 80/200
Total Loss 0.1186
SI Loss 0.0917
Current val score 0.6837
Max val score 0.7003

Epoch 81/200
Total Loss 0.1174
SI Loss 0.0914
Current val score 0.6909
Max val score 0.7003

Epoch 82/200
Total Loss 0.1182
SI Loss 0.0910
Current val score 0.6884
Max val score 0.7003

Epoch 83/200
Total Loss 0.1206
SI Loss 0.0910
Current val score 0.6929
Max val score 0.7003

Epoch 84/200
Total Loss 0.1189
SI Loss 0.0912
Current val score 0.6842
Max val score 0.7003

Epoch 85/200
Total Loss 0.1185
SI Loss 0.0908
Current val score 0.6837
Max val score 0.7003

Epoch 86/200
Total Loss 0.1193
SI Loss 0.0909
Current val score 0.6868
Max val score 0.7003

Epoch 87/200
Total Loss 0.1210
SI Loss 0.0907
Current val score 0.6821
Max val score 0.7003

Epoch 88/200
Total Loss 0.1172
SI Loss 0.0906
Current val score 0.6859
Max val score 0.7003

Epoch 89/200
Total Loss 0.1180
SI Loss 0.0904
Current val score 0.6895
Max val score 0.7003

Epoch 90/200
Total Loss 0.1188
SI Loss 0.0904
Current val score 0.6992
Max val score 0.7003

Epoch 91/200
Total Loss 0.1179
SI Loss 0.0904
Current val score 0.6945
Max val score 0.7003

Epoch 92/200
Total Loss 0.1212
SI Loss 0.0906
Current val score 0.7041
Max val score 0.7003save...

Epoch 93/200
Total Loss 0.1216
SI Loss 0.0910
Current val score 0.7117
Max val score 0.7041save...

Epoch 94/200
Total Loss 0.1172
SI Loss 0.0909
Current val score 0.6949
Max val score 0.7117

Epoch 95/200
Total Loss 0.1154
SI Loss 0.0907
Current val score 0.6983
Max val score 0.7117

Epoch 96/200
Total Loss 0.1162
SI Loss 0.0902
Current val score 0.6972
Max val score 0.7117

Epoch 97/200
Total Loss 0.1145
SI Loss 0.0898
Current val score 0.6965
Max val score 0.7117

Epoch 98/200
Total Loss 0.1159
SI Loss 0.0897
Current val score 0.7055
Max val score 0.7117

Epoch 99/200
Total Loss 0.1152
SI Loss 0.0895
Current val score 0.6994
Max val score 0.7117

Epoch 100/200
Total Loss 0.1151
SI Loss 0.0895
Current val score 0.6955
Max val score 0.7117

Epoch 101/200
Total Loss 0.1180
SI Loss 0.0894
Current val score 0.6975
Max val score 0.7117

Epoch 102/200
Total Loss 0.1175
SI Loss 0.0894
Current val score 0.6995
Max val score 0.7117

Epoch 103/200
Total Loss 0.1152
SI Loss 0.0895
Current val score 0.7036
Max val score 0.7117

Epoch 104/200
Total Loss 0.1171
SI Loss 0.0894
Current val score 0.6984
Max val score 0.7117

Epoch 105/200
Total Loss 0.1150
SI Loss 0.0893
Current val score 0.6988
Max val score 0.7117

Epoch 106/200
Total Loss 0.1133
SI Loss 0.0888
Current val score 0.6993
Max val score 0.7117

Epoch 107/200
Total Loss 0.1150
SI Loss 0.0886
Current val score 0.6745
Max val score 0.7117

Epoch 108/200
Total Loss 0.1158
SI Loss 0.0888
Current val score 0.6931
Max val score 0.7117

Epoch 109/200
Total Loss 0.1156
SI Loss 0.0890
Current val score 0.6939
Max val score 0.7117

Epoch 110/200
Total Loss 0.1141
SI Loss 0.0887
Current val score 0.7023
Max val score 0.7117

Epoch 111/200
Total Loss 0.1125
SI Loss 0.0884
Current val score 0.7085
Max val score 0.7117

Epoch 112/200
Total Loss 0.1127
SI Loss 0.0882
Current val score 0.7078
Max val score 0.7117

Epoch 113/200
Total Loss 0.1139
SI Loss 0.0880
Current val score 0.7027
Max val score 0.7117

Epoch 114/200
Total Loss 0.1161
SI Loss 0.0881
Current val score 0.7113
Max val score 0.7117

Epoch 115/200
Total Loss 0.1161
SI Loss 0.0885
Current val score 0.7087
Max val score 0.7117

Epoch 116/200
Total Loss 0.1135
SI Loss 0.0885
Current val score 0.7116
Max val score 0.7117

Epoch 117/200
Total Loss 0.1144
SI Loss 0.0884
Current val score 0.7133
Max val score 0.7117save...

Epoch 118/200
Total Loss 0.1175
SI Loss 0.0884
Current val score 0.7163
Max val score 0.7133save...

Epoch 119/200
Total Loss 0.1117
SI Loss 0.0883
Current val score 0.7161
Max val score 0.7163

Epoch 120/200
Total Loss 0.1154
SI Loss 0.0882
Current val score 0.7079
Max val score 0.7163

Epoch 121/200
Total Loss 0.1153
SI Loss 0.0883
Current val score 0.7132
Max val score 0.7163

Epoch 122/200
Total Loss 0.1147
SI Loss 0.0882
Current val score 0.7094
Max val score 0.7163

Epoch 123/200
Total Loss 0.1145
SI Loss 0.0881
Current val score 0.7024
Max val score 0.7163

Epoch 124/200
Total Loss 0.1152
SI Loss 0.0885
Current val score 0.7343
Max val score 0.7163save...

Epoch 125/200
Total Loss 0.1118
SI Loss 0.0882
Current val score 0.7107
Max val score 0.7343

Epoch 126/200
Total Loss 0.1160
SI Loss 0.0883
Current val score 0.7219
Max val score 0.7343

Epoch 127/200
Total Loss 0.1157
SI Loss 0.0883
Current val score 0.7173
Max val score 0.7343

Epoch 128/200
Total Loss 0.1179
SI Loss 0.0885
Current val score 0.7023
Max val score 0.7343

Epoch 129/200
Total Loss 0.1137
SI Loss 0.0886
Current val score 0.7028
Max val score 0.7343

Epoch 130/200
Total Loss 0.1121
SI Loss 0.0886
Current val score 0.7135
Max val score 0.7343

Epoch 131/200
Total Loss 0.1145
SI Loss 0.0885
Current val score 0.7191
Max val score 0.7343

Epoch 132/200
Total Loss 0.1144
SI Loss 0.0885
Current val score 0.7018
Max val score 0.7343

Epoch 133/200
Total Loss 0.1145
SI Loss 0.0886
Current val score 0.7109
Max val score 0.7343

Epoch 134/200
Total Loss 0.1124
SI Loss 0.0884
Current val score 0.7094
Max val score 0.7343

Epoch 135/200
Total Loss 0.1131
SI Loss 0.0882
Current val score 0.6996
Max val score 0.7343

Epoch 136/200
Total Loss 0.1186
SI Loss 0.0886
Current val score 0.7093
Max val score 0.7343

Epoch 137/200
Total Loss 0.1144
SI Loss 0.0888
Current val score 0.6992
Max val score 0.7343

Epoch 138/200
Total Loss 0.1172
SI Loss 0.0891
Current val score 0.7098
Max val score 0.7343

Epoch 139/200
Total Loss 0.1162
SI Loss 0.0889
Current val score 0.7029
Max val score 0.7343

Epoch 140/200
Total Loss 0.1143
SI Loss 0.0890
Current val score 0.7026
Max val score 0.7343

Epoch 141/200
Total Loss 0.1109
SI Loss 0.0887
Current val score 0.7059
Max val score 0.7343

Epoch 142/200
Total Loss 0.1145
SI Loss 0.0883
Current val score 0.7090
Max val score 0.7343

Epoch 143/200
Total Loss 0.1139
SI Loss 0.0882
Current val score 0.7118
Max val score 0.7343

Epoch 144/200
Total Loss 0.1134
SI Loss 0.0882
Current val score 0.7098
Max val score 0.7343

Epoch 145/200
Total Loss 0.1119
SI Loss 0.0881
Current val score 0.7025
Max val score 0.7343

Epoch 146/200
Total Loss 0.1120
SI Loss 0.0880
Current val score 0.6928
Max val score 0.7343

Epoch 147/200
Total Loss 0.1121
SI Loss 0.0877
Current val score 0.7151
Max val score 0.7343

Epoch 148/200
Total Loss 0.1118
SI Loss 0.0877
Current val score 0.7220
Max val score 0.7343

Epoch 149/200
Total Loss 0.1128
SI Loss 0.0877
Current val score 0.7019
Max val score 0.7343

Epoch 150/200
Total Loss 0.1123
SI Loss 0.0873
Current val score 0.6952
Max val score 0.7343

Epoch 151/200
Total Loss 0.1122
SI Loss 0.0874
Current val score 0.7178
Max val score 0.7343

Epoch 152/200
Total Loss 0.1120
SI Loss 0.0872
Current val score 0.7139
Max val score 0.7343

Epoch 153/200
Total Loss 0.1164
SI Loss 0.0877
Current val score 0.7006
Max val score 0.7343

Epoch 154/200
Total Loss 0.1122
SI Loss 0.0879
Current val score 0.7078
Max val score 0.7343

Epoch 155/200
Total Loss 0.1106
SI Loss 0.0877
Current val score 0.7148
Max val score 0.7343

Epoch 156/200
Total Loss 0.1128
SI Loss 0.0876
Current val score 0.7134
Max val score 0.7343

Epoch 157/200
Total Loss 0.1134
SI Loss 0.0875
Current val score 0.7019
Max val score 0.7343

Epoch 158/200
Total Loss 0.1123
SI Loss 0.0876
Current val score 0.7096
Max val score 0.7343

Epoch 159/200
Total Loss 0.1093
SI Loss 0.0874
Current val score 0.7103
Max val score 0.7343

Epoch 160/200
Total Loss 0.1116
SI Loss 0.0870
Current val score 0.7154
Max val score 0.7343

Epoch 161/200
Total Loss 0.1125
SI Loss 0.0872
Current val score 0.7121
Max val score 0.7343

Epoch 162/200
Total Loss 0.1114
SI Loss 0.0872
Current val score 0.7035
Max val score 0.7343

Epoch 163/200
Total Loss 0.1117
SI Loss 0.0872
Current val score 0.6932
Max val score 0.7343

Epoch 164/200
Total Loss 0.1129
SI Loss 0.0874
Current val score 0.7163
Max val score 0.7343

Epoch 165/200
Total Loss 0.1169
SI Loss 0.0878
Current val score 0.6974
Max val score 0.7343

Epoch 166/200
Total Loss 0.1110
SI Loss 0.0877
Current val score 0.7085
Max val score 0.7343

Epoch 167/200
Total Loss 0.1106
SI Loss 0.0874
Current val score 0.6988
Max val score 0.7343

Epoch 168/200
Total Loss 0.1117
SI Loss 0.0873
Current val score 0.7181
Max val score 0.7343

Epoch 169/200
Total Loss 0.1133
SI Loss 0.0873
Current val score 0.6995
Max val score 0.7343

Epoch 170/200
Total Loss 0.1132
SI Loss 0.0873
Current val score 0.6989
Max val score 0.7343

Epoch 171/200
Total Loss 0.1112
SI Loss 0.0871
Current val score 0.7015
Max val score 0.7343

Epoch 172/200
Total Loss 0.1142
SI Loss 0.0872
Current val score 0.7113
Max val score 0.7343

Epoch 173/200
Total Loss 0.1133
SI Loss 0.0875
Current val score 0.7001
Max val score 0.7343

Epoch 174/200
Total Loss 0.1112
SI Loss 0.0875
Current val score 0.7239
Max val score 0.7343

Epoch 175/200
Total Loss 0.1117
SI Loss 0.0874
Current val score 0.7042
Max val score 0.7343

Epoch 176/200
Total Loss 0.1130
SI Loss 0.0876
Current val score 0.7110
Max val score 0.7343

Epoch 177/200
Total Loss 0.1149
SI Loss 0.0878
Current val score 0.7046
Max val score 0.7343

Epoch 178/200
Total Loss 0.1120
SI Loss 0.0879
Current val score 0.7158
Max val score 0.7343

Epoch 179/200
Total Loss 0.1128
SI Loss 0.0878
Current val score 0.7091
Max val score 0.7343

Epoch 180/200
Total Loss 0.1105
SI Loss 0.0877
Current val score 0.7151
Max val score 0.7343

Epoch 181/200
Total Loss 0.1116
SI Loss 0.0875
Current val score 0.7120
Max val score 0.7343

Epoch 182/200
Total Loss 0.1113
SI Loss 0.0875
Current val score 0.7046
Max val score 0.7343

Epoch 183/200
Total Loss 0.1146
SI Loss 0.0876
Current val score 0.6985
Max val score 0.7343

Epoch 184/200
Total Loss 0.1115
SI Loss 0.0876
Current val score 0.7092
Max val score 0.7343

Epoch 185/200
Total Loss 0.1160
SI Loss 0.0876
Current val score 0.7011
Max val score 0.7343

Epoch 186/200
Total Loss 0.1114
SI Loss 0.0881
Current val score 0.7126
Max val score 0.7343

Epoch 187/200
Total Loss 0.1139
SI Loss 0.0880
Current val score 0.7126
Max val score 0.7343

Epoch 188/200
Total Loss 0.1115
SI Loss 0.0880
Current val score 0.7129
Max val score 0.7343

Epoch 189/200
Total Loss 0.1095
SI Loss 0.0875
Current val score 0.7237
Max val score 0.7343

Epoch 190/200
Total Loss 0.1116
SI Loss 0.0874
Current val score 0.7261
Max val score 0.7343

Epoch 191/200
Total Loss 0.1104
SI Loss 0.0873
Current val score 0.7105
Max val score 0.7343

Epoch 192/200
Total Loss 0.1085
SI Loss 0.0869
Current val score 0.6988
Max val score 0.7343

Epoch 193/200
Total Loss 0.1105
SI Loss 0.0866
Current val score 0.7076
Max val score 0.7343

Epoch 194/200
Total Loss 0.1077
SI Loss 0.0864
Current val score 0.6939
Max val score 0.7343

Epoch 195/200
Total Loss 0.1140
SI Loss 0.0866
Current val score 0.7051
Max val score 0.7343

Epoch 196/200
Total Loss 0.1132
SI Loss 0.0870
Current val score 0.6985
Max val score 0.7343

Epoch 197/200
Total Loss 0.1128
SI Loss 0.0872
Current val score 0.6979
Max val score 0.7343

Epoch 198/200
Total Loss 0.1125
SI Loss 0.0872
Current val score 0.7106
Max val score 0.7343

Epoch 199/200
Total Loss 0.1133
SI Loss 0.0873
Current val score 0.7106
Max val score 0.7343

Epoch 200/200
Total Loss 0.1098
SI Loss 0.0871
Current val score 0.7037
Max val score 0.7343
Task3 validation***************************************
 Average WKTC over iterations 0.8064
Task3 validation***************************************
 Average WKTC over iterations 0.6097
Task3 validation***************************************
 Average WKTC over iterations 0.7768
Task4*********************************************

Epoch 1/200
Total Loss 1.7374
SI Loss 0.0221
Current val score 0.6419save...

Epoch 2/200
Total Loss 0.6920
SI Loss 0.0483
Current val score 0.6747
Max val score 0.6419save...

Epoch 3/200
Total Loss 0.3850
SI Loss 0.0663
Current val score 0.6742
Max val score 0.6747

Epoch 4/200
Total Loss 0.2711
SI Loss 0.0776
Current val score 0.6988
Max val score 0.6747save...

Epoch 5/200
Total Loss 0.2160
SI Loss 0.0837
Current val score 0.6982
Max val score 0.6988

Epoch 6/200
Total Loss 0.1923
SI Loss 0.0872
Current val score 0.6947
Max val score 0.6988

Epoch 7/200
Total Loss 0.1767
SI Loss 0.0892
Current val score 0.6936
Max val score 0.6988

Epoch 8/200
Total Loss 0.1694
SI Loss 0.0906
Current val score 0.7000
Max val score 0.6988save...

Epoch 9/200
Total Loss 0.1603
SI Loss 0.0914
Current val score 0.6832
Max val score 0.7000

Epoch 10/200
Total Loss 0.1539
SI Loss 0.0918
Current val score 0.6976
Max val score 0.7000

Epoch 11/200
Total Loss 0.1448
SI Loss 0.0917
Current val score 0.6960
Max val score 0.7000

Epoch 12/200
Total Loss 0.1456
SI Loss 0.0916
Current val score 0.7094
Max val score 0.7000save...

Epoch 13/200
Total Loss 0.1392
SI Loss 0.0915
Current val score 0.7018
Max val score 0.7094

Epoch 14/200
Total Loss 0.1389
SI Loss 0.0913
Current val score 0.7017
Max val score 0.7094

Epoch 15/200
Total Loss 0.1395
SI Loss 0.0911
Current val score 0.7030
Max val score 0.7094

Epoch 16/200
Total Loss 0.1332
SI Loss 0.0907
Current val score 0.7091
Max val score 0.7094

Epoch 17/200
Total Loss 0.1340
SI Loss 0.0904
Current val score 0.6982
Max val score 0.7094

Epoch 18/200
Total Loss 0.1305
SI Loss 0.0904
Current val score 0.7053
Max val score 0.7094

Epoch 19/200
Total Loss 0.1298
SI Loss 0.0902
Current val score 0.7101
Max val score 0.7094save...

Epoch 20/200
Total Loss 0.1250
SI Loss 0.0895
Current val score 0.7080
Max val score 0.7101

Epoch 21/200
Total Loss 0.1288
SI Loss 0.0890
Current val score 0.7083
Max val score 0.7101

Epoch 22/200
Total Loss 0.1276
SI Loss 0.0889
Current val score 0.7142
Max val score 0.7101save...

Epoch 23/200
Total Loss 0.1259
SI Loss 0.0886
Current val score 0.7172
Max val score 0.7142save...

Epoch 24/200
Total Loss 0.1231
SI Loss 0.0884
Current val score 0.7126
Max val score 0.7172

Epoch 25/200
Total Loss 0.1218
SI Loss 0.0880
Current val score 0.7098
Max val score 0.7172

Epoch 26/200
Total Loss 0.1236
SI Loss 0.0877
Current val score 0.7131
Max val score 0.7172

Epoch 27/200
Total Loss 0.1201
SI Loss 0.0873
Current val score 0.7139
Max val score 0.7172

Epoch 28/200
Total Loss 0.1205
SI Loss 0.0870
Current val score 0.7090
Max val score 0.7172

Epoch 29/200
Total Loss 0.1212
SI Loss 0.0866
Current val score 0.7095
Max val score 0.7172

Epoch 30/200
Total Loss 0.1180
SI Loss 0.0867
Current val score 0.7201
Max val score 0.7172save...

Epoch 31/200
Total Loss 0.1182
SI Loss 0.0865
Current val score 0.7211
Max val score 0.7201save...

Epoch 32/200
Total Loss 0.1184
SI Loss 0.0861
Current val score 0.7172
Max val score 0.7211

Epoch 33/200
Total Loss 0.1166
SI Loss 0.0857
Current val score 0.7065
Max val score 0.7211

Epoch 34/200
Total Loss 0.1177
SI Loss 0.0855
Current val score 0.7077
Max val score 0.7211

Epoch 35/200
Total Loss 0.1151
SI Loss 0.0852
Current val score 0.7019
Max val score 0.7211

Epoch 36/200
Total Loss 0.1131
SI Loss 0.0850
Current val score 0.7150
Max val score 0.7211

Epoch 37/200
Total Loss 0.1147
SI Loss 0.0846
Current val score 0.7129
Max val score 0.7211

Epoch 38/200
Total Loss 0.1137
SI Loss 0.0844
Current val score 0.7133
Max val score 0.7211

Epoch 39/200
Total Loss 0.1117
SI Loss 0.0841
Current val score 0.7185
Max val score 0.7211

Epoch 40/200
Total Loss 0.1122
SI Loss 0.0836
Current val score 0.7091
Max val score 0.7211

Epoch 41/200
Total Loss 0.1107
SI Loss 0.0833
Current val score 0.7141
Max val score 0.7211

Epoch 42/200
Total Loss 0.1121
SI Loss 0.0831
Current val score 0.7111
Max val score 0.7211

Epoch 43/200
Total Loss 0.1088
SI Loss 0.0829
Current val score 0.7164
Max val score 0.7211

Epoch 44/200
Total Loss 0.1102
SI Loss 0.0826
Current val score 0.7083
Max val score 0.7211

Epoch 45/200
Total Loss 0.1158
SI Loss 0.0825
Current val score 0.7183
Max val score 0.7211

Epoch 46/200
Total Loss 0.1132
SI Loss 0.0827
Current val score 0.7245
Max val score 0.7211save...

Epoch 47/200
Total Loss 0.1124
SI Loss 0.0829
Current val score 0.7128
Max val score 0.7245

Epoch 48/200
Total Loss 0.1094
SI Loss 0.0827
Current val score 0.7106
Max val score 0.7245

Epoch 49/200
Total Loss 0.1128
SI Loss 0.0826
Current val score 0.7125
Max val score 0.7245

Epoch 50/200
Total Loss 0.1096
SI Loss 0.0824
Current val score 0.7227
Max val score 0.7245

Epoch 51/200
Total Loss 0.1066
SI Loss 0.0821
Current val score 0.7199
Max val score 0.7245

Epoch 52/200
Total Loss 0.1101
SI Loss 0.0817
Current val score 0.7216
Max val score 0.7245

Epoch 53/200
Total Loss 0.1102
SI Loss 0.0817
Current val score 0.7144
Max val score 0.7245

Epoch 54/200
Total Loss 0.1061
SI Loss 0.0814
Current val score 0.7221
Max val score 0.7245

Epoch 55/200
Total Loss 0.1060
SI Loss 0.0810
Current val score 0.7160
Max val score 0.7245

Epoch 56/200
Total Loss 0.1066
SI Loss 0.0809
Current val score 0.7248
Max val score 0.7245save...

Epoch 57/200
Total Loss 0.1064
SI Loss 0.0806
Current val score 0.7151
Max val score 0.7248

Epoch 58/200
Total Loss 0.1066
SI Loss 0.0803
Current val score 0.7132
Max val score 0.7248

Epoch 59/200
Total Loss 0.1086
SI Loss 0.0806
Current val score 0.7144
Max val score 0.7248

Epoch 60/200
Total Loss 0.1100
SI Loss 0.0806
Current val score 0.7073
Max val score 0.7248

Epoch 61/200
Total Loss 0.1085
SI Loss 0.0809
Current val score 0.7123
Max val score 0.7248

Epoch 62/200
Total Loss 0.1066
SI Loss 0.0808
Current val score 0.7044
Max val score 0.7248

Epoch 63/200
Total Loss 0.1061
SI Loss 0.0805
Current val score 0.7254
Max val score 0.7248save...

Epoch 64/200
Total Loss 0.1068
SI Loss 0.0805
Current val score 0.7193
Max val score 0.7254

Epoch 65/200
Total Loss 0.1074
SI Loss 0.0803
Current val score 0.7146
Max val score 0.7254

Epoch 66/200
Total Loss 0.1069
SI Loss 0.0803
Current val score 0.7262
Max val score 0.7254save...

Epoch 67/200
Total Loss 0.1084
SI Loss 0.0804
Current val score 0.7149
Max val score 0.7262

Epoch 68/200
Total Loss 0.1062
SI Loss 0.0804
Current val score 0.7107
Max val score 0.7262

Epoch 69/200
Total Loss 0.1046
SI Loss 0.0804
Current val score 0.7105
Max val score 0.7262

Epoch 70/200
Total Loss 0.1036
SI Loss 0.0799
Current val score 0.7098
Max val score 0.7262

Epoch 71/200
Total Loss 0.1058
SI Loss 0.0797
Current val score 0.7183
Max val score 0.7262

Epoch 72/200
Total Loss 0.1082
SI Loss 0.0798
Current val score 0.7178
Max val score 0.7262

Epoch 73/200
Total Loss 0.1049
SI Loss 0.0800
Current val score 0.7187
Max val score 0.7262

Epoch 74/200
Total Loss 0.1060
SI Loss 0.0799
Current val score 0.7083
Max val score 0.7262

Epoch 75/200
Total Loss 0.1047
SI Loss 0.0797
Current val score 0.7151
Max val score 0.7262

Epoch 76/200
Total Loss 0.1047
SI Loss 0.0795
Current val score 0.7198
Max val score 0.7262

Epoch 77/200
Total Loss 0.1058
SI Loss 0.0796
Current val score 0.7132
Max val score 0.7262

Epoch 78/200
Total Loss 0.1018
SI Loss 0.0794
Current val score 0.7104
Max val score 0.7262

Epoch 79/200
Total Loss 0.1041
SI Loss 0.0793
Current val score 0.7196
Max val score 0.7262

Epoch 80/200
Total Loss 0.1037
SI Loss 0.0791
Current val score 0.7096
Max val score 0.7262

Epoch 81/200
Total Loss 0.1005
SI Loss 0.0788
Current val score 0.7157
Max val score 0.7262

Epoch 82/200
Total Loss 0.1034
SI Loss 0.0787
Current val score 0.7099
Max val score 0.7262

Epoch 83/200
Total Loss 0.1044
SI Loss 0.0788
Current val score 0.7158
Max val score 0.7262

Epoch 84/200
Total Loss 0.1047
SI Loss 0.0787
Current val score 0.7074
Max val score 0.7262

Epoch 85/200
Total Loss 0.1016
SI Loss 0.0787
Current val score 0.7033
Max val score 0.7262

Epoch 86/200
Total Loss 0.1014
SI Loss 0.0784
Current val score 0.6985
Max val score 0.7262

Epoch 87/200
Total Loss 0.1028
SI Loss 0.0783
Current val score 0.7043
Max val score 0.7262

Epoch 88/200
Total Loss 0.1010
SI Loss 0.0780
Current val score 0.7065
Max val score 0.7262

Epoch 89/200
Total Loss 0.1016
SI Loss 0.0781
Current val score 0.7195
Max val score 0.7262

Epoch 90/200
Total Loss 0.1008
SI Loss 0.0781
Current val score 0.7093
Max val score 0.7262

Epoch 91/200
Total Loss 0.1009
SI Loss 0.0779
Current val score 0.7145
Max val score 0.7262

Epoch 92/200
Total Loss 0.1029
SI Loss 0.0779
Current val score 0.7080
Max val score 0.7262

Epoch 93/200
Total Loss 0.1020
SI Loss 0.0780
Current val score 0.7110
Max val score 0.7262

Epoch 94/200
Total Loss 0.1006
SI Loss 0.0778
Current val score 0.7003
Max val score 0.7262

Epoch 95/200
Total Loss 0.1019
SI Loss 0.0777
Current val score 0.7091
Max val score 0.7262

Epoch 96/200
Total Loss 0.0993
SI Loss 0.0777
Current val score 0.7080
Max val score 0.7262

Epoch 97/200
Total Loss 0.0985
SI Loss 0.0774
Current val score 0.7172
Max val score 0.7262

Epoch 98/200
Total Loss 0.1016
SI Loss 0.0775
Current val score 0.6993
Max val score 0.7262

Epoch 99/200
Total Loss 0.1015
SI Loss 0.0774
Current val score 0.7139
Max val score 0.7262

Epoch 100/200
Total Loss 0.1008
SI Loss 0.0777
Current val score 0.7042
Max val score 0.7262

Epoch 101/200
Total Loss 0.1019
SI Loss 0.0777
Current val score 0.7077
Max val score 0.7262

Epoch 102/200
Total Loss 0.0984
SI Loss 0.0775
Current val score 0.7159
Max val score 0.7262

Epoch 103/200
Total Loss 0.1013
SI Loss 0.0774
Current val score 0.7115
Max val score 0.7262

Epoch 104/200
Total Loss 0.1031
SI Loss 0.0777
Current val score 0.7056
Max val score 0.7262

Epoch 105/200
Total Loss 0.0994
SI Loss 0.0774
Current val score 0.7105
Max val score 0.7262

Epoch 106/200
Total Loss 0.0994
SI Loss 0.0773
Current val score 0.7059
Max val score 0.7262

Epoch 107/200
Total Loss 0.1028
SI Loss 0.0775
Current val score 0.7126
Max val score 0.7262

Epoch 108/200
Total Loss 0.1009
SI Loss 0.0775
Current val score 0.7088
Max val score 0.7262

Epoch 109/200
Total Loss 0.1016
SI Loss 0.0778
Current val score 0.7097
Max val score 0.7262

Epoch 110/200
Total Loss 0.1016
SI Loss 0.0776
Current val score 0.7181
Max val score 0.7262

Epoch 111/200
Total Loss 0.0988
SI Loss 0.0777
Current val score 0.7098
Max val score 0.7262

Epoch 112/200
Total Loss 0.1017
SI Loss 0.0774
Current val score 0.7129
Max val score 0.7262

Epoch 113/200
Total Loss 0.0993
SI Loss 0.0775
Current val score 0.7091
Max val score 0.7262

Epoch 114/200
Total Loss 0.0988
SI Loss 0.0772
Current val score 0.7119
Max val score 0.7262

Epoch 115/200
Total Loss 0.0997
SI Loss 0.0769
Current val score 0.7132
Max val score 0.7262

Epoch 116/200
Total Loss 0.1001
SI Loss 0.0769
Current val score 0.7136
Max val score 0.7262

Epoch 117/200
Total Loss 0.1007
SI Loss 0.0768
Current val score 0.7075
Max val score 0.7262

Epoch 118/200
Total Loss 0.0968
SI Loss 0.0769
Current val score 0.7120
Max val score 0.7262

Epoch 119/200
Total Loss 0.1007
SI Loss 0.0767
Current val score 0.7035
Max val score 0.7262

Epoch 120/200
Total Loss 0.0996
SI Loss 0.0767
Current val score 0.7097
Max val score 0.7262

Epoch 121/200
Total Loss 0.1028
SI Loss 0.0770
Current val score 0.7039
Max val score 0.7262

Epoch 122/200
Total Loss 0.0983
SI Loss 0.0770
Current val score 0.7155
Max val score 0.7262

Epoch 123/200
Total Loss 0.0990
SI Loss 0.0768
Current val score 0.7053
Max val score 0.7262

Epoch 124/200
Total Loss 0.1011
SI Loss 0.0769
Current val score 0.7136
Max val score 0.7262

Epoch 125/200
Total Loss 0.0992
SI Loss 0.0768
Current val score 0.7152
Max val score 0.7262

Epoch 126/200
Total Loss 0.0975
SI Loss 0.0769
Current val score 0.7129
Max val score 0.7262

Epoch 127/200
Total Loss 0.0983
SI Loss 0.0767
Current val score 0.7128
Max val score 0.7262

Epoch 128/200
Total Loss 0.0991
SI Loss 0.0766
Current val score 0.7090
Max val score 0.7262

Epoch 129/200
Total Loss 0.1001
SI Loss 0.0768
Current val score 0.7063
Max val score 0.7262

Epoch 130/200
Total Loss 0.0988
SI Loss 0.0767
Current val score 0.7087
Max val score 0.7262

Epoch 131/200
Total Loss 0.0992
SI Loss 0.0767
Current val score 0.7052
Max val score 0.7262

Epoch 132/200
Total Loss 0.1012
SI Loss 0.0770
Current val score 0.7197
Max val score 0.7262

Epoch 133/200
Total Loss 0.0970
SI Loss 0.0770
Current val score 0.7124
Max val score 0.7262

Epoch 134/200
Total Loss 0.0985
SI Loss 0.0767
Current val score 0.7073
Max val score 0.7262

Epoch 135/200
Total Loss 0.0970
SI Loss 0.0764
Current val score 0.7237
Max val score 0.7262

Epoch 136/200
Total Loss 0.0985
SI Loss 0.0765
Current val score 0.7042
Max val score 0.7262

Epoch 137/200
Total Loss 0.1010
SI Loss 0.0765
Current val score 0.7207
Max val score 0.7262

Epoch 138/200
Total Loss 0.0990
SI Loss 0.0768
Current val score 0.7152
Max val score 0.7262

Epoch 139/200
Total Loss 0.0976
SI Loss 0.0768
Current val score 0.7086
Max val score 0.7262

Epoch 140/200
Total Loss 0.0962
SI Loss 0.0764
Current val score 0.7166
Max val score 0.7262

Epoch 141/200
Total Loss 0.0981
SI Loss 0.0764
Current val score 0.7131
Max val score 0.7262

Epoch 142/200
Total Loss 0.0993
SI Loss 0.0763
Current val score 0.7097
Max val score 0.7262

Epoch 143/200
Total Loss 0.1011
SI Loss 0.0767
Current val score 0.7125
Max val score 0.7262

Epoch 144/200
Total Loss 0.0959
SI Loss 0.0766
Current val score 0.7148
Max val score 0.7262

Epoch 145/200
Total Loss 0.1012
SI Loss 0.0765
Current val score 0.7268
Max val score 0.7262save...

Epoch 146/200
Total Loss 0.1002
SI Loss 0.0766
Current val score 0.7211
Max val score 0.7268

Epoch 147/200
Total Loss 0.0962
SI Loss 0.0764
Current val score 0.7087
Max val score 0.7268

Epoch 148/200
Total Loss 0.0986
SI Loss 0.0765
Current val score 0.7018
Max val score 0.7268

Epoch 149/200
Total Loss 0.1002
SI Loss 0.0766
Current val score 0.7093
Max val score 0.7268

Epoch 150/200
Total Loss 0.0976
SI Loss 0.0766
Current val score 0.7163
Max val score 0.7268

Epoch 151/200
Total Loss 0.0975
SI Loss 0.0766
Current val score 0.7166
Max val score 0.7268

Epoch 152/200
Total Loss 0.1026
SI Loss 0.0765
Current val score 0.7249
Max val score 0.7268

Epoch 153/200
Total Loss 0.0999
SI Loss 0.0770
Current val score 0.7171
Max val score 0.7268

Epoch 154/200
Total Loss 0.0985
SI Loss 0.0770
Current val score 0.7175
Max val score 0.7268

Epoch 155/200
Total Loss 0.0980
SI Loss 0.0769
Current val score 0.7172
Max val score 0.7268

Epoch 156/200
Total Loss 0.0960
SI Loss 0.0765
Current val score 0.7099
Max val score 0.7268

Epoch 157/200
Total Loss 0.0979
SI Loss 0.0764
Current val score 0.7124
Max val score 0.7268

Epoch 158/200
Total Loss 0.0992
SI Loss 0.0763
Current val score 0.7202
Max val score 0.7268

Epoch 159/200
Total Loss 0.0972
SI Loss 0.0762
Current val score 0.7083
Max val score 0.7268

Epoch 160/200
Total Loss 0.0965
SI Loss 0.0761
Current val score 0.7198
Max val score 0.7268

Epoch 161/200
Total Loss 0.0986
SI Loss 0.0761
Current val score 0.7273
Max val score 0.7268save...

Epoch 162/200
Total Loss 0.0991
SI Loss 0.0765
Current val score 0.7176
Max val score 0.7273

Epoch 163/200
Total Loss 0.0998
SI Loss 0.0764
Current val score 0.7220
Max val score 0.7273

Epoch 164/200
Total Loss 0.0963
SI Loss 0.0763
Current val score 0.7140
Max val score 0.7273

Epoch 165/200
Total Loss 0.0972
SI Loss 0.0761
Current val score 0.7140
Max val score 0.7273

Epoch 166/200
Total Loss 0.0980
SI Loss 0.0762
Current val score 0.7179
Max val score 0.7273

Epoch 167/200
Total Loss 0.0975
SI Loss 0.0761
Current val score 0.7138
Max val score 0.7273

Epoch 168/200
Total Loss 0.0986
SI Loss 0.0762
Current val score 0.7157
Max val score 0.7273

Epoch 169/200
Total Loss 0.0972
SI Loss 0.0762
Current val score 0.7155
Max val score 0.7273

Epoch 170/200
Total Loss 0.0975
SI Loss 0.0761
Current val score 0.7297
Max val score 0.7273save...

Epoch 171/200
Total Loss 0.0984
SI Loss 0.0762
Current val score 0.7164
Max val score 0.7297

Epoch 172/200
Total Loss 0.1007
SI Loss 0.0766
Current val score 0.7273
Max val score 0.7297

Epoch 173/200
Total Loss 0.0989
SI Loss 0.0765
Current val score 0.7261
Max val score 0.7297

Epoch 174/200
Total Loss 0.0998
SI Loss 0.0767
Current val score 0.7196
Max val score 0.7297

Epoch 175/200
Total Loss 0.0990
SI Loss 0.0769
Current val score 0.7172
Max val score 0.7297

Epoch 176/200
Total Loss 0.0979
SI Loss 0.0766
Current val score 0.7129
Max val score 0.7297

Epoch 177/200
Total Loss 0.0976
SI Loss 0.0765
Current val score 0.7158
Max val score 0.7297

Epoch 178/200
Total Loss 0.0966
SI Loss 0.0765
Current val score 0.7156
Max val score 0.7297

Epoch 179/200
Total Loss 0.0979
SI Loss 0.0763
Current val score 0.7132
Max val score 0.7297

Epoch 180/200
Total Loss 0.0944
SI Loss 0.0760
Current val score 0.7197
Max val score 0.7297

Epoch 181/200
Total Loss 0.0979
SI Loss 0.0759
Current val score 0.7172
Max val score 0.7297

Epoch 182/200
Total Loss 0.0962
SI Loss 0.0758
Current val score 0.7123
Max val score 0.7297

Epoch 183/200
Total Loss 0.0982
SI Loss 0.0758
Current val score 0.7169
Max val score 0.7297

Epoch 184/200
Total Loss 0.0974
SI Loss 0.0761
Current val score 0.7054
Max val score 0.7297

Epoch 185/200
Total Loss 0.0969
SI Loss 0.0761
Current val score 0.7147
Max val score 0.7297

Epoch 186/200
Total Loss 0.0945
SI Loss 0.0761
Current val score 0.7133
Max val score 0.7297

Epoch 187/200
Total Loss 0.0970
SI Loss 0.0759
Current val score 0.7090
Max val score 0.7297

Epoch 188/200
Total Loss 0.0962
SI Loss 0.0759
Current val score 0.7130
Max val score 0.7297

Epoch 189/200
Total Loss 0.0968
SI Loss 0.0758
Current val score 0.7166
Max val score 0.7297

Epoch 190/200
Total Loss 0.0982
SI Loss 0.0760
Current val score 0.7157
Max val score 0.7297

Epoch 191/200
Total Loss 0.0971
SI Loss 0.0761
Current val score 0.7098
Max val score 0.7297

Epoch 192/200
Total Loss 0.0981
SI Loss 0.0761
Current val score 0.6981
Max val score 0.7297

Epoch 193/200
Total Loss 0.0958
SI Loss 0.0760
Current val score 0.7127
Max val score 0.7297

Epoch 194/200
Total Loss 0.0990
SI Loss 0.0762
Current val score 0.7154
Max val score 0.7297

Epoch 195/200
Total Loss 0.0991
SI Loss 0.0761
Current val score 0.7110
Max val score 0.7297

Epoch 196/200
Total Loss 0.1000
SI Loss 0.0766
Current val score 0.7083
Max val score 0.7297

Epoch 197/200
Total Loss 0.0953
SI Loss 0.0766
Current val score 0.7047
Max val score 0.7297

Epoch 198/200
Total Loss 0.0964
SI Loss 0.0763
Current val score 0.7170
Max val score 0.7297

Epoch 199/200
Total Loss 0.0974
SI Loss 0.0762
Current val score 0.7219
Max val score 0.7297

Epoch 200/200
Total Loss 0.0956
SI Loss 0.0761
Current val score 0.7136
Max val score 0.7297
Task4 validation***************************************
 Average WKTC over iterations 0.8210
Task4 validation***************************************
 Average WKTC over iterations 0.6912
Task4 validation***************************************
 Average WKTC over iterations 0.5578
Task4 validation***************************************
 Average WKTC over iterations 0.8133
Task5*********************************************

Epoch 1/200
Total Loss 1.4333
SI Loss 0.0475
Current val score 0.6136save...

Epoch 2/200
Total Loss 0.6687
SI Loss 0.1000
Current val score 0.6114
Max val score 0.6136

Epoch 3/200
Total Loss 0.4532
SI Loss 0.1319
Current val score 0.6146
Max val score 0.6136save...

Epoch 4/200
Total Loss 0.3574
SI Loss 0.1485
Current val score 0.6146
Max val score 0.6146

Epoch 5/200
Total Loss 0.3163
SI Loss 0.1582
Current val score 0.6259
Max val score 0.6146save...

Epoch 6/200
Total Loss 0.2925
SI Loss 0.1638
Current val score 0.6313
Max val score 0.6259save...

Epoch 7/200
Total Loss 0.2856
SI Loss 0.1656
Current val score 0.6463
Max val score 0.6313save...

Epoch 8/200
Total Loss 0.2702
SI Loss 0.1691
Current val score 0.6394
Max val score 0.6463

Epoch 9/200
Total Loss 0.2667
SI Loss 0.1697
Current val score 0.6420
Max val score 0.6463

Epoch 10/200
Total Loss 0.2558
SI Loss 0.1701
Current val score 0.6458
Max val score 0.6463

Epoch 11/200
Total Loss 0.2485
SI Loss 0.1687
Current val score 0.6548
Max val score 0.6463save...

Epoch 12/200
Total Loss 0.2449
SI Loss 0.1669
Current val score 0.6261
Max val score 0.6548

Epoch 13/200
Total Loss 0.2396
SI Loss 0.1660
Current val score 0.6300
Max val score 0.6548

Epoch 14/200
Total Loss 0.2372
SI Loss 0.1657
Current val score 0.6456
Max val score 0.6548

Epoch 15/200
Total Loss 0.2317
SI Loss 0.1641
Current val score 0.6581
Max val score 0.6548save...

Epoch 16/200
Total Loss 0.2293
SI Loss 0.1618
Current val score 0.6275
Max val score 0.6581

Epoch 17/200
Total Loss 0.2255
SI Loss 0.1621
Current val score 0.6490
Max val score 0.6581

Epoch 18/200
Total Loss 0.2250
SI Loss 0.1607
Current val score 0.6707
Max val score 0.6581save...

Epoch 19/200
Total Loss 0.2231
SI Loss 0.1603
Current val score 0.6581
Max val score 0.6707

Epoch 20/200
Total Loss 0.2256
SI Loss 0.1593
Current val score 0.6464
Max val score 0.6707

Epoch 21/200
Total Loss 0.2211
SI Loss 0.1601
Current val score 0.6631
Max val score 0.6707

Epoch 22/200
Total Loss 0.2188
SI Loss 0.1592
Current val score 0.6490
Max val score 0.6707

Epoch 23/200
Total Loss 0.2237
SI Loss 0.1599
Current val score 0.6514
Max val score 0.6707

Epoch 24/200
Total Loss 0.2238
SI Loss 0.1601
Current val score 0.6616
Max val score 0.6707

Epoch 25/200
Total Loss 0.2233
SI Loss 0.1619
Current val score 0.6514
Max val score 0.6707

Epoch 26/200
Total Loss 0.2230
SI Loss 0.1619
Current val score 0.6492
Max val score 0.6707

Epoch 27/200
Total Loss 0.2186
SI Loss 0.1605
Current val score 0.6572
Max val score 0.6707

Epoch 28/200
Total Loss 0.2184
SI Loss 0.1608
Current val score 0.6580
Max val score 0.6707

Epoch 29/200
Total Loss 0.2154
SI Loss 0.1603
Current val score 0.6539
Max val score 0.6707

Epoch 30/200
Total Loss 0.2141
SI Loss 0.1593
Current val score 0.6535
Max val score 0.6707

Epoch 31/200
Total Loss 0.2206
SI Loss 0.1586
Current val score 0.6675
Max val score 0.6707

Epoch 32/200
Total Loss 0.2146
SI Loss 0.1591
Current val score 0.6579
Max val score 0.6707

Epoch 33/200
Total Loss 0.2150
SI Loss 0.1589
Current val score 0.6566
Max val score 0.6707

Epoch 34/200
Total Loss 0.2183
SI Loss 0.1598
Current val score 0.6646
Max val score 0.6707

Epoch 35/200
Total Loss 0.2144
SI Loss 0.1590
Current val score 0.6534
Max val score 0.6707

Epoch 36/200
Total Loss 0.2115
SI Loss 0.1581
Current val score 0.6650
Max val score 0.6707

Epoch 37/200
Total Loss 0.2151
SI Loss 0.1592
Current val score 0.6746
Max val score 0.6707save...

Epoch 38/200
Total Loss 0.2118
SI Loss 0.1581
Current val score 0.6765
Max val score 0.6746save...

Epoch 39/200
Total Loss 0.2147
SI Loss 0.1599
Current val score 0.6779
Max val score 0.6765save...

Epoch 40/200
Total Loss 0.2139
SI Loss 0.1578
Current val score 0.6700
Max val score 0.6779

Epoch 41/200
Total Loss 0.2107
SI Loss 0.1577
Current val score 0.6714
Max val score 0.6779

Epoch 42/200
Total Loss 0.2144
SI Loss 0.1574
Current val score 0.6755
Max val score 0.6779

Epoch 43/200
Total Loss 0.2170
SI Loss 0.1581
Current val score 0.6575
Max val score 0.6779

Epoch 44/200
Total Loss 0.2137
SI Loss 0.1592
Current val score 0.6739
Max val score 0.6779

Epoch 45/200
Total Loss 0.2130
SI Loss 0.1589
Current val score 0.6667
Max val score 0.6779

Epoch 46/200
Total Loss 0.2146
SI Loss 0.1603
Current val score 0.6501
Max val score 0.6779

Epoch 47/200
Total Loss 0.2099
SI Loss 0.1595
Current val score 0.6722
Max val score 0.6779

Epoch 48/200
Total Loss 0.2081
SI Loss 0.1583
Current val score 0.6542
Max val score 0.6779

Epoch 49/200
Total Loss 0.2086
SI Loss 0.1569
Current val score 0.6778
Max val score 0.6779

Epoch 50/200
Total Loss 0.2105
SI Loss 0.1570
Current val score 0.6657
Max val score 0.6779

Epoch 51/200
Total Loss 0.2102
SI Loss 0.1587
Current val score 0.6676
Max val score 0.6779

Epoch 52/200
Total Loss 0.2130
SI Loss 0.1588
Current val score 0.6736
Max val score 0.6779

Epoch 53/200
Total Loss 0.2052
SI Loss 0.1568
Current val score 0.6678
Max val score 0.6779

Epoch 54/200
Total Loss 0.2046
SI Loss 0.1555
Current val score 0.6512
Max val score 0.6779

Epoch 55/200
Total Loss 0.2048
SI Loss 0.1563
Current val score 0.6659
Max val score 0.6779

Epoch 56/200
Total Loss 0.2048
SI Loss 0.1561
Current val score 0.6483
Max val score 0.6779

Epoch 57/200
Total Loss 0.2081
SI Loss 0.1545
Current val score 0.6703
Max val score 0.6779

Epoch 58/200
Total Loss 0.2066
SI Loss 0.1551
Current val score 0.6695
Max val score 0.6779

Epoch 59/200
Total Loss 0.2100
SI Loss 0.1557
Current val score 0.6644
Max val score 0.6779

Epoch 60/200
Total Loss 0.2134
SI Loss 0.1592
Current val score 0.6665
Max val score 0.6779

Epoch 61/200
Total Loss 0.2106
SI Loss 0.1591
Current val score 0.6756
Max val score 0.6779

Epoch 62/200
Total Loss 0.2138
SI Loss 0.1595
Current val score 0.6559
Max val score 0.6779

Epoch 63/200
Total Loss 0.2134
SI Loss 0.1596
Current val score 0.6537
Max val score 0.6779

Epoch 64/200
Total Loss 0.2127
SI Loss 0.1597
Current val score 0.6693
Max val score 0.6779

Epoch 65/200
Total Loss 0.2096
SI Loss 0.1598
Current val score 0.6609
Max val score 0.6779

Epoch 66/200
Total Loss 0.2015
SI Loss 0.1576
Current val score 0.6723
Max val score 0.6779

Epoch 67/200
Total Loss 0.2085
SI Loss 0.1569
Current val score 0.6648
Max val score 0.6779

Epoch 68/200
Total Loss 0.2109
SI Loss 0.1585
Current val score 0.6602
Max val score 0.6779

Epoch 69/200
Total Loss 0.2074
SI Loss 0.1579
Current val score 0.6498
Max val score 0.6779

Epoch 70/200
Total Loss 0.2057
SI Loss 0.1592
Current val score 0.6508
Max val score 0.6779

Epoch 71/200
Total Loss 0.2050
SI Loss 0.1567
Current val score 0.6457
Max val score 0.6779

Epoch 72/200
Total Loss 0.2112
SI Loss 0.1578
Current val score 0.6497
Max val score 0.6779

Epoch 73/200
Total Loss 0.2084
SI Loss 0.1590
Current val score 0.6579
Max val score 0.6779

Epoch 74/200
Total Loss 0.2012
SI Loss 0.1572
Current val score 0.6578
Max val score 0.6779

Epoch 75/200
Total Loss 0.2031
SI Loss 0.1556
Current val score 0.6638
Max val score 0.6779

Epoch 76/200
Total Loss 0.2091
SI Loss 0.1557
Current val score 0.6709
Max val score 0.6779

Epoch 77/200
Total Loss 0.1988
SI Loss 0.1545
Current val score 0.6684
Max val score 0.6779

Epoch 78/200
Total Loss 0.2011
SI Loss 0.1530
Current val score 0.6632
Max val score 0.6779

Epoch 79/200
Total Loss 0.2050
SI Loss 0.1546
Current val score 0.6659
Max val score 0.6779

Epoch 80/200
Total Loss 0.2007
SI Loss 0.1543
Current val score 0.6755
Max val score 0.6779

Epoch 81/200
Total Loss 0.2062
SI Loss 0.1547
Current val score 0.6700
Max val score 0.6779

Epoch 82/200
Total Loss 0.2045
SI Loss 0.1550
Current val score 0.6651
Max val score 0.6779

Epoch 83/200
Total Loss 0.2003
SI Loss 0.1549
Current val score 0.6748
Max val score 0.6779

Epoch 84/200
Total Loss 0.2072
SI Loss 0.1552
Current val score 0.6710
Max val score 0.6779

Epoch 85/200
Total Loss 0.2036
SI Loss 0.1558
Current val score 0.6563
Max val score 0.6779

Epoch 86/200
Total Loss 0.2058
SI Loss 0.1563
Current val score 0.6756
Max val score 0.6779

Epoch 87/200
Total Loss 0.2094
SI Loss 0.1573
Current val score 0.6713
Max val score 0.6779

Epoch 88/200
Total Loss 0.2000
SI Loss 0.1560
Current val score 0.6738
Max val score 0.6779

Epoch 89/200
Total Loss 0.2088
SI Loss 0.1559
Current val score 0.6636
Max val score 0.6779

Epoch 90/200
Total Loss 0.2135
SI Loss 0.1586
Current val score 0.6624
Max val score 0.6779

Epoch 91/200
Total Loss 0.2098
SI Loss 0.1593
Current val score 0.6687
Max val score 0.6779

Epoch 92/200
Total Loss 0.2040
SI Loss 0.1584
Current val score 0.6746
Max val score 0.6779

Epoch 93/200
Total Loss 0.2052
SI Loss 0.1563
Current val score 0.6569
Max val score 0.6779

Epoch 94/200
Total Loss 0.2022
SI Loss 0.1568
Current val score 0.6705
Max val score 0.6779

Epoch 95/200
Total Loss 0.2021
SI Loss 0.1552
Current val score 0.6624
Max val score 0.6779

Epoch 96/200
Total Loss 0.2026
SI Loss 0.1553
Current val score 0.6610
Max val score 0.6779

Epoch 97/200
Total Loss 0.1999
SI Loss 0.1541
Current val score 0.6640
Max val score 0.6779

Epoch 98/200
Total Loss 0.1969
SI Loss 0.1536
Current val score 0.6625
Max val score 0.6779

Epoch 99/200
Total Loss 0.1983
SI Loss 0.1526
Current val score 0.6726
Max val score 0.6779

Epoch 100/200
Total Loss 0.1970
SI Loss 0.1527
Current val score 0.6811
Max val score 0.6779save...

Epoch 101/200
Total Loss 0.1962
SI Loss 0.1521
Current val score 0.6593
Max val score 0.6811

Epoch 102/200
Total Loss 0.1978
SI Loss 0.1517
Current val score 0.6670
Max val score 0.6811

Epoch 103/200
Total Loss 0.2077
SI Loss 0.1539
Current val score 0.6600
Max val score 0.6811

Epoch 104/200
Total Loss 0.1991
SI Loss 0.1547
Current val score 0.6649
Max val score 0.6811

Epoch 105/200
Total Loss 0.1995
SI Loss 0.1524
Current val score 0.6498
Max val score 0.6811

Epoch 106/200
Total Loss 0.2065
SI Loss 0.1527
Current val score 0.6648
Max val score 0.6811

Epoch 107/200
Total Loss 0.2031
SI Loss 0.1563
Current val score 0.6495
Max val score 0.6811

Epoch 108/200
Total Loss 0.2027
SI Loss 0.1551
Current val score 0.6599
Max val score 0.6811

Epoch 109/200
Total Loss 0.2042
SI Loss 0.1555
Current val score 0.6619
Max val score 0.6811

Epoch 110/200
Total Loss 0.2027
SI Loss 0.1569
Current val score 0.6696
Max val score 0.6811

Epoch 111/200
Total Loss 0.2018
SI Loss 0.1551
Current val score 0.6696
Max val score 0.6811

Epoch 112/200
Total Loss 0.1989
SI Loss 0.1549
Current val score 0.6622
Max val score 0.6811

Epoch 113/200
Total Loss 0.2000
SI Loss 0.1532
Current val score 0.6706
Max val score 0.6811

Epoch 114/200
Total Loss 0.2069
SI Loss 0.1549
Current val score 0.6727
Max val score 0.6811

Epoch 115/200
Total Loss 0.2085
SI Loss 0.1560
Current val score 0.6581
Max val score 0.6811

Epoch 116/200
Total Loss 0.2107
SI Loss 0.1575
Current val score 0.6634
Max val score 0.6811

Epoch 117/200
Total Loss 0.2080
SI Loss 0.1573
Current val score 0.6619
Max val score 0.6811

Epoch 118/200
Total Loss 0.2035
SI Loss 0.1570
Current val score 0.6672
Max val score 0.6811

Epoch 119/200
Total Loss 0.2005
SI Loss 0.1563
Current val score 0.6621
Max val score 0.6811

Epoch 120/200
Total Loss 0.2041
SI Loss 0.1562
Current val score 0.6785
Max val score 0.6811

Epoch 121/200
Total Loss 0.2059
SI Loss 0.1576
Current val score 0.6755
Max val score 0.6811

Epoch 122/200
Total Loss 0.2069
SI Loss 0.1580
Current val score 0.6560
Max val score 0.6811

Epoch 123/200
Total Loss 0.2042
SI Loss 0.1576
Current val score 0.6686
Max val score 0.6811

Epoch 124/200
Total Loss 0.2061
SI Loss 0.1566
Current val score 0.6698
Max val score 0.6811

Epoch 125/200
Total Loss 0.2041
SI Loss 0.1595
Current val score 0.6641
Max val score 0.6811

Epoch 126/200
Total Loss 0.1980
SI Loss 0.1569
Current val score 0.6706
Max val score 0.6811

Epoch 127/200
Total Loss 0.2009
SI Loss 0.1555
Current val score 0.6587
Max val score 0.6811

Epoch 128/200
Total Loss 0.2047
SI Loss 0.1560
Current val score 0.6708
Max val score 0.6811

Epoch 129/200
Total Loss 0.2027
SI Loss 0.1569
Current val score 0.6577
Max val score 0.6811

Epoch 130/200
Total Loss 0.2003
SI Loss 0.1556
Current val score 0.6485
Max val score 0.6811

Epoch 131/200
Total Loss 0.1976
SI Loss 0.1538
Current val score 0.6740
Max val score 0.6811

Epoch 132/200
Total Loss 0.2027
SI Loss 0.1551
Current val score 0.6601
Max val score 0.6811

Epoch 133/200
Total Loss 0.1990
SI Loss 0.1563
Current val score 0.6708
Max val score 0.6811

Epoch 134/200
Total Loss 0.2023
SI Loss 0.1563
Current val score 0.6577
Max val score 0.6811

Epoch 135/200
Total Loss 0.2032
SI Loss 0.1553
Current val score 0.6642
Max val score 0.6811

Epoch 136/200
Total Loss 0.2015
SI Loss 0.1546
Current val score 0.6505
Max val score 0.6811

Epoch 137/200
Total Loss 0.2041
SI Loss 0.1571
Current val score 0.6608
Max val score 0.6811

Epoch 138/200
Total Loss 0.2063
SI Loss 0.1571
Current val score 0.6478
Max val score 0.6811

Epoch 139/200
Total Loss 0.2018
SI Loss 0.1575
Current val score 0.6637
Max val score 0.6811

Epoch 140/200
Total Loss 0.2039
SI Loss 0.1563
Current val score 0.6753
Max val score 0.6811

Epoch 141/200
Total Loss 0.2019
SI Loss 0.1558
Current val score 0.6789
Max val score 0.6811

Epoch 142/200
Total Loss 0.2121
SI Loss 0.1588
Current val score 0.6709
Max val score 0.6811

Epoch 143/200
Total Loss 0.2089
SI Loss 0.1594
Current val score 0.6751
Max val score 0.6811

Epoch 144/200
Total Loss 0.2120
SI Loss 0.1628
Current val score 0.6718
Max val score 0.6811

Epoch 145/200
Total Loss 0.2121
SI Loss 0.1609
Current val score 0.6661
Max val score 0.6811

Epoch 146/200
Total Loss 0.2112
SI Loss 0.1621
Current val score 0.6827
Max val score 0.6811save...

Epoch 147/200
Total Loss 0.2036
SI Loss 0.1614
Current val score 0.6790
Max val score 0.6827

Epoch 148/200
Total Loss 0.2061
SI Loss 0.1588
Current val score 0.6634
Max val score 0.6827

Epoch 149/200
Total Loss 0.2047
SI Loss 0.1595
Current val score 0.6694
Max val score 0.6827

Epoch 150/200
Total Loss 0.2063
SI Loss 0.1591
Current val score 0.6719
Max val score 0.6827

Epoch 151/200
Total Loss 0.2032
SI Loss 0.1604
Current val score 0.6834
Max val score 0.6827save...

Epoch 152/200
Total Loss 0.2063
SI Loss 0.1590
Current val score 0.6872
Max val score 0.6834save...

Epoch 153/200
Total Loss 0.2024
SI Loss 0.1596
Current val score 0.6797
Max val score 0.6872

Epoch 154/200
Total Loss 0.2050
SI Loss 0.1569
Current val score 0.6797
Max val score 0.6872

Epoch 155/200
Total Loss 0.2011
SI Loss 0.1562
Current val score 0.6799
Max val score 0.6872

Epoch 156/200
Total Loss 0.2017
SI Loss 0.1561
Current val score 0.6771
Max val score 0.6872

Epoch 157/200
Total Loss 0.1976
SI Loss 0.1547
Current val score 0.6850
Max val score 0.6872

Epoch 158/200
Total Loss 0.2028
SI Loss 0.1555
Current val score 0.6807
Max val score 0.6872

Epoch 159/200
Total Loss 0.2031
SI Loss 0.1562
Current val score 0.6785
Max val score 0.6872

Epoch 160/200
Total Loss 0.1972
SI Loss 0.1545
Current val score 0.6894
Max val score 0.6872save...

Epoch 161/200
Total Loss 0.2058
SI Loss 0.1539
Current val score 0.6623
Max val score 0.6894

Epoch 162/200
Total Loss 0.2081
SI Loss 0.1573
Current val score 0.6825
Max val score 0.6894

Epoch 163/200
Total Loss 0.2027
SI Loss 0.1579
Current val score 0.6680
Max val score 0.6894

Epoch 164/200
Total Loss 0.1999
SI Loss 0.1556
Current val score 0.6853
Max val score 0.6894

Epoch 165/200
Total Loss 0.2030
SI Loss 0.1580
Current val score 0.6844
Max val score 0.6894

Epoch 166/200
Total Loss 0.1970
SI Loss 0.1562
Current val score 0.6841
Max val score 0.6894

Epoch 167/200
Total Loss 0.2001
SI Loss 0.1541
Current val score 0.6881
Max val score 0.6894

Epoch 168/200
Total Loss 0.2043
SI Loss 0.1545
Current val score 0.6793
Max val score 0.6894

Epoch 169/200
Total Loss 0.1992
SI Loss 0.1544
Current val score 0.6832
Max val score 0.6894

Epoch 170/200
Total Loss 0.2006
SI Loss 0.1550
Current val score 0.6909
Max val score 0.6894save...

Epoch 171/200
Total Loss 0.1973
SI Loss 0.1545
Current val score 0.6874
Max val score 0.6909

Epoch 172/200
Total Loss 0.2033
SI Loss 0.1538
Current val score 0.6805
Max val score 0.6909

Epoch 173/200
Total Loss 0.1992
SI Loss 0.1545
Current val score 0.6819
Max val score 0.6909

Epoch 174/200
Total Loss 0.1953
SI Loss 0.1545
Current val score 0.6879
Max val score 0.6909

Epoch 175/200
Total Loss 0.1955
SI Loss 0.1527
Current val score 0.6791
Max val score 0.6909

Epoch 176/200
Total Loss 0.2043
SI Loss 0.1533
Current val score 0.6554
Max val score 0.6909

Epoch 177/200
Total Loss 0.2070
SI Loss 0.1553
Current val score 0.6559
Max val score 0.6909

Epoch 178/200
Total Loss 0.1995
SI Loss 0.1567
Current val score 0.6783
Max val score 0.6909

Epoch 179/200
Total Loss 0.1971
SI Loss 0.1559
Current val score 0.6742
Max val score 0.6909

Epoch 180/200
Total Loss 0.1985
SI Loss 0.1538
Current val score 0.6710
Max val score 0.6909

Epoch 181/200
Total Loss 0.2000
SI Loss 0.1536
Current val score 0.6520
Max val score 0.6909

Epoch 182/200
Total Loss 0.2051
SI Loss 0.1560
Current val score 0.6698
Max val score 0.6909

Epoch 183/200
Total Loss 0.2054
SI Loss 0.1563
Current val score 0.6761
Max val score 0.6909

Epoch 184/200
Total Loss 0.2030
SI Loss 0.1574
Current val score 0.6694
Max val score 0.6909

Epoch 185/200
Total Loss 0.2154
SI Loss 0.1585
Current val score 0.6556
Max val score 0.6909

Epoch 186/200
Total Loss 0.2006
SI Loss 0.1580
Current val score 0.6600
Max val score 0.6909

Epoch 187/200
Total Loss 0.2078
SI Loss 0.1575
Current val score 0.6644
Max val score 0.6909

Epoch 188/200
Total Loss 0.2059
SI Loss 0.1576
Current val score 0.6693
Max val score 0.6909

Epoch 189/200
Total Loss 0.2082
SI Loss 0.1602
Current val score 0.6729
Max val score 0.6909

Epoch 190/200
Total Loss 0.2062
SI Loss 0.1603
Current val score 0.6619
Max val score 0.6909

Epoch 191/200
Total Loss 0.2010
SI Loss 0.1582
Current val score 0.6584
Max val score 0.6909

Epoch 192/200
Total Loss 0.2077
SI Loss 0.1567
Current val score 0.6681
Max val score 0.6909

Epoch 193/200
Total Loss 0.2150
SI Loss 0.1614
Current val score 0.6598
Max val score 0.6909

Epoch 194/200
Total Loss 0.2094
SI Loss 0.1616
Current val score 0.6574
Max val score 0.6909

Epoch 195/200
Total Loss 0.2065
SI Loss 0.1595
Current val score 0.6656
Max val score 0.6909

Epoch 196/200
Total Loss 0.2072
SI Loss 0.1590
Current val score 0.6728
Max val score 0.6909

Epoch 197/200
Total Loss 0.2049
SI Loss 0.1582
Current val score 0.6701
Max val score 0.6909

Epoch 198/200
Total Loss 0.2074
SI Loss 0.1601
Current val score 0.6609
Max val score 0.6909

Epoch 199/200
Total Loss 0.2028
SI Loss 0.1589
Current val score 0.6562
Max val score 0.6909

Epoch 200/200
Total Loss 0.1985
SI Loss 0.1580
Current val score 0.6581
Max val score 0.6909
Task5 validation***************************************
 Average WKTC over iterations 0.7809
Task5 validation***************************************
 Average WKTC over iterations 0.6996
Task5 validation***************************************
 Average WKTC over iterations 0.4921
Task5 validation***************************************
 Average WKTC over iterations 0.7255
Task5 validation***************************************
 Average WKTC over iterations 0.7434
Task6*********************************************

Epoch 1/200
Total Loss 0.5102
SI Loss 0.0138
Current val score 0.6065save...

Epoch 2/200
Total Loss 0.3551
SI Loss 0.0325
Current val score 0.6156
Max val score 0.6065save...

Epoch 3/200
Total Loss 0.3022
SI Loss 0.0425
Current val score 0.6126
Max val score 0.6156

Epoch 4/200
Total Loss 0.2741
SI Loss 0.0513
Current val score 0.6311
Max val score 0.6156save...

Epoch 5/200
Total Loss 0.2550
SI Loss 0.0590
Current val score 0.6276
Max val score 0.6311

Epoch 6/200
Total Loss 0.2361
SI Loss 0.0654
Current val score 0.6412
Max val score 0.6311save...

Epoch 7/200
Total Loss 0.2238
SI Loss 0.0713
Current val score 0.6430
Max val score 0.6412save...

Epoch 8/200
Total Loss 0.2113
SI Loss 0.0757
Current val score 0.6416
Max val score 0.6430

Epoch 9/200
Total Loss 0.2065
SI Loss 0.0797
Current val score 0.6503
Max val score 0.6430save...

Epoch 10/200
Total Loss 0.2004
SI Loss 0.0836
Current val score 0.6527
Max val score 0.6503save...

Epoch 11/200
Total Loss 0.1927
SI Loss 0.0866
Current val score 0.6578
Max val score 0.6527save...

Epoch 12/200
Total Loss 0.1857
SI Loss 0.0887
Current val score 0.6667
Max val score 0.6578save...

Epoch 13/200
Total Loss 0.1846
SI Loss 0.0905
Current val score 0.6623
Max val score 0.6667

Epoch 14/200
Total Loss 0.1846
SI Loss 0.0929
Current val score 0.6649
Max val score 0.6667

Epoch 15/200
Total Loss 0.1783
SI Loss 0.0945
Current val score 0.6641
Max val score 0.6667

Epoch 16/200
Total Loss 0.1780
SI Loss 0.0956
Current val score 0.6625
Max val score 0.6667

Epoch 17/200
Total Loss 0.1747
SI Loss 0.0966
Current val score 0.6568
Max val score 0.6667

Epoch 18/200
Total Loss 0.1717
SI Loss 0.0977
Current val score 0.6603
Max val score 0.6667

Epoch 19/200
Total Loss 0.1715
SI Loss 0.0980
Current val score 0.6692
Max val score 0.6667save...

Epoch 20/200
Total Loss 0.1713
SI Loss 0.0988
Current val score 0.6700
Max val score 0.6692save...

Epoch 21/200
Total Loss 0.1720
SI Loss 0.0996
Current val score 0.6727
Max val score 0.6700save...

Epoch 22/200
Total Loss 0.1696
SI Loss 0.0999
Current val score 0.6759
Max val score 0.6727save...

Epoch 23/200
Total Loss 0.1661
SI Loss 0.0999
Current val score 0.6729
Max val score 0.6759

Epoch 24/200
Total Loss 0.1696
SI Loss 0.1003
Current val score 0.6720
Max val score 0.6759

Epoch 25/200
Total Loss 0.1676
SI Loss 0.1007
Current val score 0.6790
Max val score 0.6759save...

Epoch 26/200
Total Loss 0.1694
SI Loss 0.1015
Current val score 0.6761
Max val score 0.6790

Epoch 27/200
Total Loss 0.1679
SI Loss 0.1017
Current val score 0.6809
Max val score 0.6790save...

Epoch 28/200
Total Loss 0.1638
SI Loss 0.1015
Current val score 0.6891
Max val score 0.6809save...

Epoch 29/200
Total Loss 0.1651
SI Loss 0.1014
Current val score 0.6905
Max val score 0.6891save...

Epoch 30/200
Total Loss 0.1628
SI Loss 0.1012
Current val score 0.6793
Max val score 0.6905

Epoch 31/200
Total Loss 0.1644
SI Loss 0.1014
Current val score 0.6881
Max val score 0.6905

Epoch 32/200
Total Loss 0.1658
SI Loss 0.1018
Current val score 0.6782
Max val score 0.6905

Epoch 33/200
Total Loss 0.1654
SI Loss 0.1021
Current val score 0.6781
Max val score 0.6905

Epoch 34/200
Total Loss 0.1650
SI Loss 0.1021
Current val score 0.6775
Max val score 0.6905

Epoch 35/200
Total Loss 0.1630
SI Loss 0.1026
Current val score 0.6773
Max val score 0.6905

Epoch 36/200
Total Loss 0.1631
SI Loss 0.1024
Current val score 0.6825
Max val score 0.6905

Epoch 37/200
Total Loss 0.1632
SI Loss 0.1027
Current val score 0.6844
Max val score 0.6905

Epoch 38/200
Total Loss 0.1606
SI Loss 0.1024
Current val score 0.6737
Max val score 0.6905

Epoch 39/200
Total Loss 0.1616
SI Loss 0.1022
Current val score 0.6780
Max val score 0.6905

Epoch 40/200
Total Loss 0.1626
SI Loss 0.1025
Current val score 0.6809
Max val score 0.6905

Epoch 41/200
Total Loss 0.1611
SI Loss 0.1024
Current val score 0.6774
Max val score 0.6905

Epoch 42/200
Total Loss 0.1613
SI Loss 0.1023
Current val score 0.6749
Max val score 0.6905

Epoch 43/200
Total Loss 0.1586
SI Loss 0.1023
Current val score 0.6697
Max val score 0.6905

Epoch 44/200
Total Loss 0.1597
SI Loss 0.1021
Current val score 0.6813
Max val score 0.6905

Epoch 45/200
Total Loss 0.1591
SI Loss 0.1021
Current val score 0.6735
Max val score 0.6905

Epoch 46/200
Total Loss 0.1606
SI Loss 0.1022
Current val score 0.6863
Max val score 0.6905

Epoch 47/200
Total Loss 0.1593
SI Loss 0.1027
Current val score 0.6809
Max val score 0.6905

Epoch 48/200
Total Loss 0.1592
SI Loss 0.1028
Current val score 0.6741
Max val score 0.6905

Epoch 49/200
Total Loss 0.1603
SI Loss 0.1026
Current val score 0.6767
Max val score 0.6905

Epoch 50/200
Total Loss 0.1603
SI Loss 0.1027
Current val score 0.6762
Max val score 0.6905

Epoch 51/200
Total Loss 0.1624
SI Loss 0.1031
Current val score 0.6788
Max val score 0.6905

Epoch 52/200
Total Loss 0.1589
SI Loss 0.1030
Current val score 0.6858
Max val score 0.6905

Epoch 53/200
Total Loss 0.1598
SI Loss 0.1028
Current val score 0.6817
Max val score 0.6905

Epoch 54/200
Total Loss 0.1612
SI Loss 0.1030
Current val score 0.6834
Max val score 0.6905

Epoch 55/200
Total Loss 0.1580
SI Loss 0.1033
Current val score 0.6835
Max val score 0.6905

Epoch 56/200
Total Loss 0.1604
SI Loss 0.1035
Current val score 0.6787
Max val score 0.6905

Epoch 57/200
Total Loss 0.1598
SI Loss 0.1036
Current val score 0.6824
Max val score 0.6905

Epoch 58/200
Total Loss 0.1624
SI Loss 0.1036
Current val score 0.6731
Max val score 0.6905

Epoch 59/200
Total Loss 0.1609
SI Loss 0.1036
Current val score 0.6893
Max val score 0.6905

Epoch 60/200
Total Loss 0.1586
SI Loss 0.1037
Current val score 0.6798
Max val score 0.6905

Epoch 61/200
Total Loss 0.1592
SI Loss 0.1035
Current val score 0.6872
Max val score 0.6905

Epoch 62/200
Total Loss 0.1594
SI Loss 0.1032
Current val score 0.6753
Max val score 0.6905

Epoch 63/200
Total Loss 0.1587
SI Loss 0.1031
Current val score 0.6775
Max val score 0.6905

Epoch 64/200
Total Loss 0.1596
SI Loss 0.1030
Current val score 0.6803
Max val score 0.6905

Epoch 65/200
Total Loss 0.1602
SI Loss 0.1035
Current val score 0.6787
Max val score 0.6905

Epoch 66/200
Total Loss 0.1577
SI Loss 0.1034
Current val score 0.6842
Max val score 0.6905

Epoch 67/200
Total Loss 0.1601
SI Loss 0.1032
Current val score 0.6864
Max val score 0.6905

Epoch 68/200
Total Loss 0.1560
SI Loss 0.1032
Current val score 0.6831
Max val score 0.6905

Epoch 69/200
Total Loss 0.1589
SI Loss 0.1031
Current val score 0.6779
Max val score 0.6905

Epoch 70/200
Total Loss 0.1587
SI Loss 0.1030
Current val score 0.6778
Max val score 0.6905

Epoch 71/200
Total Loss 0.1582
SI Loss 0.1032
Current val score 0.6808
Max val score 0.6905

Epoch 72/200
Total Loss 0.1570
SI Loss 0.1031
Current val score 0.6772
Max val score 0.6905

Epoch 73/200
Total Loss 0.1587
SI Loss 0.1032
Current val score 0.6782
Max val score 0.6905

Epoch 74/200
Total Loss 0.1585
SI Loss 0.1034
Current val score 0.6769
Max val score 0.6905

Epoch 75/200
Total Loss 0.1598
SI Loss 0.1037
Current val score 0.6740
Max val score 0.6905

Epoch 76/200
Total Loss 0.1575
SI Loss 0.1037
Current val score 0.6873
Max val score 0.6905

Epoch 77/200
Total Loss 0.1588
SI Loss 0.1034
Current val score 0.6814
Max val score 0.6905

Epoch 78/200
Total Loss 0.1607
SI Loss 0.1035
Current val score 0.6698
Max val score 0.6905

Epoch 79/200
Total Loss 0.1599
SI Loss 0.1035
Current val score 0.6776
Max val score 0.6905

Epoch 80/200
Total Loss 0.1595
SI Loss 0.1037
Current val score 0.6841
Max val score 0.6905

Epoch 81/200
Total Loss 0.1592
SI Loss 0.1037
Current val score 0.6836
Max val score 0.6905

Epoch 82/200
Total Loss 0.1586
SI Loss 0.1037
Current val score 0.6855
Max val score 0.6905

Epoch 83/200
Total Loss 0.1594
SI Loss 0.1038
Current val score 0.6801
Max val score 0.6905

Epoch 84/200
Total Loss 0.1612
SI Loss 0.1038
Current val score 0.6793
Max val score 0.6905

Epoch 85/200
Total Loss 0.1593
SI Loss 0.1043
Current val score 0.6740
Max val score 0.6905

Epoch 86/200
Total Loss 0.1581
SI Loss 0.1042
Current val score 0.6875
Max val score 0.6905

Epoch 87/200
Total Loss 0.1581
SI Loss 0.1040
Current val score 0.6882
Max val score 0.6905

Epoch 88/200
Total Loss 0.1555
SI Loss 0.1037
Current val score 0.6820
Max val score 0.6905

Epoch 89/200
Total Loss 0.1578
SI Loss 0.1034
Current val score 0.6804
Max val score 0.6905

Epoch 90/200
Total Loss 0.1603
SI Loss 0.1038
Current val score 0.6816
Max val score 0.6905

Epoch 91/200
Total Loss 0.1583
SI Loss 0.1039
Current val score 0.6819
Max val score 0.6905

Epoch 92/200
Total Loss 0.1569
SI Loss 0.1038
Current val score 0.6807
Max val score 0.6905

Epoch 93/200
Total Loss 0.1586
SI Loss 0.1039
Current val score 0.6907
Max val score 0.6905save...

Epoch 94/200
Total Loss 0.1595
SI Loss 0.1038
Current val score 0.6768
Max val score 0.6907

Epoch 95/200
Total Loss 0.1579
SI Loss 0.1042
Current val score 0.6736
Max val score 0.6907

Epoch 96/200
Total Loss 0.1573
SI Loss 0.1039
Current val score 0.6815
Max val score 0.6907

Epoch 97/200
Total Loss 0.1567
SI Loss 0.1035
Current val score 0.6877
Max val score 0.6907

Epoch 98/200
Total Loss 0.1563
SI Loss 0.1031
Current val score 0.6718
Max val score 0.6907

Epoch 99/200
Total Loss 0.1562
SI Loss 0.1031
Current val score 0.6833
Max val score 0.6907

Epoch 100/200
Total Loss 0.1582
SI Loss 0.1033
Current val score 0.6882
Max val score 0.6907

Epoch 101/200
Total Loss 0.1589
SI Loss 0.1036
Current val score 0.6864
Max val score 0.6907

Epoch 102/200
Total Loss 0.1570
SI Loss 0.1034
Current val score 0.6886
Max val score 0.6907

Epoch 103/200
Total Loss 0.1590
SI Loss 0.1034
Current val score 0.6971
Max val score 0.6907save...

Epoch 104/200
Total Loss 0.1576
SI Loss 0.1035
Current val score 0.6704
Max val score 0.6971

Epoch 105/200
Total Loss 0.1577
SI Loss 0.1033
Current val score 0.6835
Max val score 0.6971

Epoch 106/200
Total Loss 0.1599
SI Loss 0.1037
Current val score 0.6756
Max val score 0.6971

Epoch 107/200
Total Loss 0.1588
SI Loss 0.1037
Current val score 0.6870
Max val score 0.6971

Epoch 108/200
Total Loss 0.1574
SI Loss 0.1037
Current val score 0.6746
Max val score 0.6971

Epoch 109/200
Total Loss 0.1552
SI Loss 0.1037
Current val score 0.6853
Max val score 0.6971

Epoch 110/200
Total Loss 0.1566
SI Loss 0.1035
Current val score 0.6851
Max val score 0.6971

Epoch 111/200
Total Loss 0.1594
SI Loss 0.1035
Current val score 0.6862
Max val score 0.6971

Epoch 112/200
Total Loss 0.1591
SI Loss 0.1038
Current val score 0.6778
Max val score 0.6971

Epoch 113/200
Total Loss 0.1559
SI Loss 0.1038
Current val score 0.6808
Max val score 0.6971

Epoch 114/200
Total Loss 0.1592
SI Loss 0.1039
Current val score 0.6927
Max val score 0.6971

Epoch 115/200
Total Loss 0.1554
SI Loss 0.1038
Current val score 0.6943
Max val score 0.6971

Epoch 116/200
Total Loss 0.1592
SI Loss 0.1035
Current val score 0.6816
Max val score 0.6971

Epoch 117/200
Total Loss 0.1572
SI Loss 0.1035
Current val score 0.6915
Max val score 0.6971

Epoch 118/200
Total Loss 0.1576
SI Loss 0.1038
Current val score 0.6847
Max val score 0.6971

Epoch 119/200
Total Loss 0.1577
SI Loss 0.1037
Current val score 0.6862
Max val score 0.6971

Epoch 120/200
Total Loss 0.1563
SI Loss 0.1036
Current val score 0.6812
Max val score 0.6971

Epoch 121/200
Total Loss 0.1577
SI Loss 0.1034
Current val score 0.6823
Max val score 0.6971

Epoch 122/200
Total Loss 0.1573
SI Loss 0.1033
Current val score 0.6911
Max val score 0.6971

Epoch 123/200
Total Loss 0.1582
SI Loss 0.1035
Current val score 0.6831
Max val score 0.6971

Epoch 124/200
Total Loss 0.1577
SI Loss 0.1034
Current val score 0.6795
Max val score 0.6971

Epoch 125/200
Total Loss 0.1560
SI Loss 0.1029
Current val score 0.6898
Max val score 0.6971

Epoch 126/200
Total Loss 0.1557
SI Loss 0.1031
Current val score 0.6763
Max val score 0.6971

Epoch 127/200
Total Loss 0.1564
SI Loss 0.1030
Current val score 0.6925
Max val score 0.6971

Epoch 128/200
Total Loss 0.1587
SI Loss 0.1032
Current val score 0.6781
Max val score 0.6971

Epoch 129/200
Total Loss 0.1562
SI Loss 0.1035
Current val score 0.6829
Max val score 0.6971

Epoch 130/200
Total Loss 0.1567
SI Loss 0.1032
Current val score 0.6814
Max val score 0.6971

Epoch 131/200
Total Loss 0.1565
SI Loss 0.1032
Current val score 0.6811
Max val score 0.6971

Epoch 132/200
Total Loss 0.1585
SI Loss 0.1032
Current val score 0.6854
Max val score 0.6971

Epoch 133/200
Total Loss 0.1603
SI Loss 0.1036
Current val score 0.6824
Max val score 0.6971

Epoch 134/200
Total Loss 0.1549
SI Loss 0.1036
Current val score 0.6883
Max val score 0.6971

Epoch 135/200
Total Loss 0.1548
SI Loss 0.1034
Current val score 0.6840
Max val score 0.6971

Epoch 136/200
Total Loss 0.1566
SI Loss 0.1029
Current val score 0.6926
Max val score 0.6971

Epoch 137/200
Total Loss 0.1576
SI Loss 0.1030
Current val score 0.6851
Max val score 0.6971

Epoch 138/200
Total Loss 0.1575
SI Loss 0.1031
Current val score 0.6863
Max val score 0.6971

Epoch 139/200
Total Loss 0.1579
SI Loss 0.1032
Current val score 0.6840
Max val score 0.6971

Epoch 140/200
Total Loss 0.1566
SI Loss 0.1035
Current val score 0.6761
Max val score 0.6971

Epoch 141/200
Total Loss 0.1569
SI Loss 0.1033
Current val score 0.6910
Max val score 0.6971

Epoch 142/200
Total Loss 0.1555
SI Loss 0.1033
Current val score 0.6814
Max val score 0.6971

Epoch 143/200
Total Loss 0.1576
SI Loss 0.1033
Current val score 0.6884
Max val score 0.6971

Epoch 144/200
Total Loss 0.1577
SI Loss 0.1036
Current val score 0.6909
Max val score 0.6971

Epoch 145/200
Total Loss 0.1539
SI Loss 0.1035
Current val score 0.6892
Max val score 0.6971

Epoch 146/200
Total Loss 0.1565
SI Loss 0.1034
Current val score 0.6838
Max val score 0.6971

Epoch 147/200
Total Loss 0.1579
SI Loss 0.1034
Current val score 0.6830
Max val score 0.6971

Epoch 148/200
Total Loss 0.1567
SI Loss 0.1033
Current val score 0.6809
Max val score 0.6971

Epoch 149/200
Total Loss 0.1571
SI Loss 0.1031
Current val score 0.6839
Max val score 0.6971

Epoch 150/200
Total Loss 0.1561
SI Loss 0.1030
Current val score 0.6821
Max val score 0.6971

Epoch 151/200
Total Loss 0.1557
SI Loss 0.1031
Current val score 0.6840
Max val score 0.6971

Epoch 152/200
Total Loss 0.1574
SI Loss 0.1031
Current val score 0.6895
Max val score 0.6971

Epoch 153/200
Total Loss 0.1560
SI Loss 0.1029
Current val score 0.6851
Max val score 0.6971

Epoch 154/200
Total Loss 0.1557
SI Loss 0.1029
Current val score 0.6807
Max val score 0.6971

Epoch 155/200
Total Loss 0.1550
SI Loss 0.1029
Current val score 0.6979
Max val score 0.6971save...

Epoch 156/200
Total Loss 0.1576
SI Loss 0.1032
Current val score 0.6838
Max val score 0.6979

Epoch 157/200
Total Loss 0.1555
SI Loss 0.1032
Current val score 0.6861
Max val score 0.6979

Epoch 158/200
Total Loss 0.1569
SI Loss 0.1031
Current val score 0.6870
Max val score 0.6979

Epoch 159/200
Total Loss 0.1572
SI Loss 0.1032
Current val score 0.6828
Max val score 0.6979

Epoch 160/200
Total Loss 0.1562
SI Loss 0.1030
Current val score 0.6753
Max val score 0.6979

Epoch 161/200
Total Loss 0.1568
SI Loss 0.1030
Current val score 0.6837
Max val score 0.6979

Epoch 162/200
Total Loss 0.1562
SI Loss 0.1031
Current val score 0.6818
Max val score 0.6979

Epoch 163/200
Total Loss 0.1541
SI Loss 0.1029
Current val score 0.6820
Max val score 0.6979

Epoch 164/200
Total Loss 0.1548
SI Loss 0.1029
Current val score 0.6834
Max val score 0.6979

Epoch 165/200
Total Loss 0.1572
SI Loss 0.1028
Current val score 0.6827
Max val score 0.6979

Epoch 166/200
Total Loss 0.1575
SI Loss 0.1029
Current val score 0.6817
Max val score 0.6979

Epoch 167/200
Total Loss 0.1552
SI Loss 0.1030
Current val score 0.6848
Max val score 0.6979

Epoch 168/200
Total Loss 0.1558
SI Loss 0.1029
Current val score 0.6868
Max val score 0.6979

Epoch 169/200
Total Loss 0.1575
SI Loss 0.1029
Current val score 0.6824
Max val score 0.6979

Epoch 170/200
Total Loss 0.1599
SI Loss 0.1035
Current val score 0.6857
Max val score 0.6979

Epoch 171/200
Total Loss 0.1577
SI Loss 0.1037
Current val score 0.6820
Max val score 0.6979

Epoch 172/200
Total Loss 0.1555
SI Loss 0.1032
Current val score 0.6771
Max val score 0.6979

Epoch 173/200
Total Loss 0.1561
SI Loss 0.1031
Current val score 0.6752
Max val score 0.6979

Epoch 174/200
Total Loss 0.1563
SI Loss 0.1031
Current val score 0.6762
Max val score 0.6979

Epoch 175/200
Total Loss 0.1570
SI Loss 0.1028
Current val score 0.6880
Max val score 0.6979

Epoch 176/200
Total Loss 0.1551
SI Loss 0.1028
Current val score 0.6847
Max val score 0.6979

Epoch 177/200
Total Loss 0.1580
SI Loss 0.1030
Current val score 0.6818
Max val score 0.6979

Epoch 178/200
Total Loss 0.1569
SI Loss 0.1033
Current val score 0.6775
Max val score 0.6979

Epoch 179/200
Total Loss 0.1541
SI Loss 0.1029
Current val score 0.6823
Max val score 0.6979

Epoch 180/200
Total Loss 0.1564
SI Loss 0.1027
Current val score 0.6841
Max val score 0.6979

Epoch 181/200
Total Loss 0.1559
SI Loss 0.1029
Current val score 0.6791
Max val score 0.6979

Epoch 182/200
Total Loss 0.1551
SI Loss 0.1026
Current val score 0.6865
Max val score 0.6979

Epoch 183/200
Total Loss 0.1583
SI Loss 0.1031
Current val score 0.6826
Max val score 0.6979

Epoch 184/200
Total Loss 0.1573
SI Loss 0.1032
Current val score 0.6871
Max val score 0.6979

Epoch 185/200
Total Loss 0.1578
SI Loss 0.1033
Current val score 0.6800
Max val score 0.6979

Epoch 186/200
Total Loss 0.1562
SI Loss 0.1031
Current val score 0.6937
Max val score 0.6979

Epoch 187/200
Total Loss 0.1572
SI Loss 0.1032
Current val score 0.6856
Max val score 0.6979

Epoch 188/200
Total Loss 0.1570
SI Loss 0.1032
Current val score 0.6884
Max val score 0.6979

Epoch 189/200
Total Loss 0.1555
SI Loss 0.1032
Current val score 0.6897
Max val score 0.6979

Epoch 190/200
Total Loss 0.1565
SI Loss 0.1030
Current val score 0.6815
Max val score 0.6979

Epoch 191/200
Total Loss 0.1555
SI Loss 0.1028
Current val score 0.6792
Max val score 0.6979

Epoch 192/200
Total Loss 0.1557
SI Loss 0.1029
Current val score 0.6791
Max val score 0.6979

Epoch 193/200
Total Loss 0.1566
SI Loss 0.1029
Current val score 0.6804
Max val score 0.6979

Epoch 194/200
Total Loss 0.1556
SI Loss 0.1025
Current val score 0.6851
Max val score 0.6979

Epoch 195/200
Total Loss 0.1579
SI Loss 0.1026
Current val score 0.6851
Max val score 0.6979

Epoch 196/200
Total Loss 0.1551
SI Loss 0.1027
Current val score 0.6782
Max val score 0.6979

Epoch 197/200
Total Loss 0.1561
SI Loss 0.1026
Current val score 0.6886
Max val score 0.6979

Epoch 198/200
Total Loss 0.1556
SI Loss 0.1025
Current val score 0.6888
Max val score 0.6979

Epoch 199/200
Total Loss 0.1570
SI Loss 0.1022
Current val score 0.6933
Max val score 0.6979

Epoch 200/200
Total Loss 0.1567
SI Loss 0.1025
Current val score 0.6906
Max val score 0.6979
Task6 validation***************************************
 Average WKTC over iterations 0.8131
Task6 validation***************************************
 Average WKTC over iterations 0.6377
Task6 validation***************************************
 Average WKTC over iterations 0.5774
Task6 validation***************************************
 Average WKTC over iterations 0.7299
Task6 validation***************************************
 Average WKTC over iterations 0.6906
Task6 validation***************************************
 Average WKTC over iterations 0.7261