D:\software\Anaconda\envs\py37\python.exe I:/Papers/AAAI2022anomaly/TAD_SCINet/TADib/InferGesture.py
I:\Papers\AAAI2022anomaly\TAD_SCINet\TADib\datasets\SNetDataset.py:64: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).
  data = torch.tensor(data).double()  # torch.Size([27, 2049])
I:\Papers\AAAI2022anomaly\TAD_SCINet\TADib\datasets\SNetDataset.py:66: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).
  self.raw_data = torch.tensor(self.raw_data).double()
I:\Papers\AAAI2022anomaly\TAD_SCINet\TADib\datasets\SNetDataset.py:65: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).
  labels = torch.tensor(labels).double()  # 2049
level number 7, level details: [[1, 1], [1, 1], [1, 1], [0, 0], [0, 0], [0, 0], [0, 0]]
Model_type: BiSeqMask
layer number: 3
layer number: 3
Gesture_Results/1/2dim/gesture_BiSeqMask_Pretrain2Stack_2dimNew_group1_lradj3_128_h16_bt16_p32_08_18_212624.pt
Error occured
Start-->count0->128:160, error->4.08328370335538
All Error occured
Error occured
Start-->count1->160:192, error->7.748795756209804
All Error occured
Error occured
Start-->count2->192:224, error->15.313504948041624
All Error occured
Error occured
Start-->count3->224:256, error->4.802944503183078
All Error occured
Error Exit,2.779140415384689
Error Exit Position：160
Error Exit Position：159
Error Exit Position：158
Error Exit Position：157
Error Exit Position：156
Error Exit Position：155
Error Exit Position：154
Error Exit Position：153
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Error Exit Position：146
Error Exit Position：145
Error Exit Position：144
Error Exit Position：143
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Error Exit Position：141
Error Exit Position：140
Error Exit Position：139
Error occured
Start-->count5->288:320, error->3.9247294625903058
All Error occured
Error occured
Start-->count6->320:352, error->6.98450933589349
All Error occured
Error occured
Start-->count7->352:384, error->14.099421405860573
All Error occured
Error occured
Start-->count8->384:416, error->7.999853323948003
All Error occured
Error occured
Start-->count9->416:448, error->8.354369718700783
All Error occured
Error occured
Start-->count10->448:480, error->5.148220526968344
All Error occured
Error occured
Start-->count11->480:512, error->7.059018591245849
All Error occured
Error occured
Start-->count12->512:544, error->5.634640194546548
All Error occured
Error occured
Start-->count13->544:576, error->5.535464255852609
All Error occured
Error Exit,2.9475437259344552
Error Exit Position：480
Error Exit Position：479
Error Exit Position：478
Error Exit Position：477
Error Exit Position：476
Error Exit Position：475
Error occured
Start-->count16->640:672, error->9.396419850250613
All Error occured
Error Exit,3.3922648099499826
Error Exit Position：576
Error Exit Position：575
Error Exit Position：574
Error Exit Position：573
Error Exit Position：572
Error Exit Position：571
Error Exit Position：570
Error Exit Position：569
Error Exit Position：568
Error Exit Position：567
Error Exit Position：566
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Error Exit Position：559
Error Exit Position：558
Error Exit Position：557
Error Exit Position：556
Error Exit Position：555
Error Exit Position：554
Error Exit Position：553
Error occured
Start-->count20->768:800, error->3.967283609975958
All Error occured
Error occured
Start-->count21->800:832, error->8.933044327495
All Error occured
Error occured
Start-->count22->832:864, error->5.993279856420359
All Error occured
Error Exit,1.3227884693980045
Error Exit Position：768
Error Exit Position：767
Error Exit Position：766
Error Exit Position：765
Error Exit Position：764
Error Exit Position：763
Error Exit Position：762
Error Exit Position：761
Error Exit Position：760
Error Exit Position：759
Error Exit Position：758
Error occured
Start-->count33->1184:1216, error->4.992908868400973
All Error occured
Error occured
Start-->count34->1216:1248, error->7.075169446441864
All Error occured
Error occured
Start-->count35->1248:1280, error->10.318435648118916
All Error occured
Error Exit,3.278821956877657
Error Exit Position：1184
Error Exit Position：1183
Error Exit Position：1182
Error Exit Position：1181
Error Exit Position：1180
Error Exit Position：1179
Error Exit Position：1178
Error Exit Position：1177
Error Exit Position：1176
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Error Exit Position：1174
Error Exit Position：1173
Error Exit Position：1172
Error Exit Position：1171
Error Exit Position：1170
Error occured
Start-->count61->2080:2112, error->9.205136301726048
All Error occured
Error occured
Start-->count62->2112:2144, error->5.497119457712392
All Error occured
Error occured
Start-->count63->2144:2176, error->9.95861207442385
All Error occured
Error occured
Start-->count64->2176:2208, error->7.879175764089975
All Error occured
Error occured
Start-->count65->2208:2240, error->6.759810614222871
All Error occured
Error occured
Start-->count66->2240:2272, error->7.765816462937898
All Error occured
Error occured
Start-->count67->2272:2304, error->12.78137837636609
All Error occured
Error occured
Start-->count68->2304:2336, error->9.246041159379727
All Error occured
Error occured
Start-->count69->2336:2368, error->8.996788559139123
All Error occured
Error occured
Start-->count70->2368:2400, error->7.359308923501525
All Error occured
Error occured
Start-->count71->2400:2432, error->10.132070537941521
All Error occured
Error occured
Start-->count72->2432:2464, error->7.740190133432459
All Error occured
Error occured
Start-->count73->2464:2496, error->5.663546516283339
All Error occured
Error occured
Start-->count74->2496:2528, error->5.12746725199574
All Error occured
Error occured
Start-->count75->2528:2560, error->5.257783639966321
All Error occured
Error occured
Start-->count76->2560:2592, error->4.790783394892406
All Error occured
Error Exit,1.5355508023855726
Error Exit Position：2496
Error Exit Position：2495
Error Exit Position：2494
Error Exit Position：2493
Error Exit Position：2492
Error Exit Position：2491
Error Exit Position：2490
Error Exit Position：2489
Error Exit Position：2488
Error Exit Position：2487
Error Exit Position：2486
Error Exit Position：2485
Error Exit Position：2484
Error Exit Position：2483
Error Exit Position：2482
Error Exit Position：2481
Error Exit Position：2480
Error occured
Start-->count82->2752:2784, error->3.96919932814523
All Error occured
Error occured
Start-->count83->2784:2816, error->5.481159438235587
All Error occured
Error occured
Start-->count84->2816:2848, error->9.862855448088245
All Error occured
Error occured
Start-->count85->2848:2880, error->6.02447756561751
All Error occured
Error Exit,1.9485715710515275
Error Exit Position：2784
Error Exit Position：2783
Error Exit Position：2782
Error Exit Position：2781
Error Exit Position：2780
Error Exit Position：2779
Error Exit Position：2778
Error Exit Position：2777
Error Exit Position：2776
Error Exit Position：2775
Initial F1 score: 0.7658707581885638
Initial precision: 0.961352641524112
Initial recall: 0.6364605475857085

Adjusted F1 score: 0.9873634114823754
Adjusted precision: 0.9750519649162998
Adjusted recall: 0.9999999893390193


Process finished with exit code 0
